From aca7d64fc5deab9c9e14b0225db9cd71de5d6b60 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 4 Nov 2021 11:24:29 +0100 Subject: [PATCH 01/37] Update whats-new.rst --- docs/whats-new.rst | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 5db011c7..7ae06f92 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -3,6 +3,14 @@ What's New ========== +v0.1.9 (X XXX. 202X) +--------------------- + +**Features and front-end API** + +- New methods to preprocessed data for OWC software. These methods can preprocessed Argo data in python and possibly create +float_source/.mat files to be used as inputs for OWC implementations in `Matlab `_ and `Python `_. + v0.1.8 (2 Nov. 2021) --------------------- From 61a27ed11d589601e614d56a32817efae4d6b7f7 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 4 Nov 2021 16:26:23 +0100 Subject: [PATCH 02/37] 1st day commit --- README.md | 19 +------------------ argopy/utilities.py | 5 +++++ argopy/xarray.py | 18 +++++++++++++++--- 3 files changed, 21 insertions(+), 21 deletions(-) diff --git a/README.md b/README.md index 83b97bf7..d432f18f 100644 --- a/README.md +++ b/README.md @@ -109,21 +109,4 @@ See the [documentation page for more examples](https://argopy.readthedocs.io/en/ ## Development roadmap -Our next big steps: -- [ ] To provide Bio-geochemical variables ([#22](https://github.com/euroargodev/argopy/issues/22), [#77](https://github.com/euroargodev/argopy/issues/77), [#81](https://github.com/euroargodev/argopy/issues/81)) -- [ ] To develop expert methods related to Quality Control of the data with other python softwares like: - - [ ] [pyowc](https://github.com/euroargodev/argodmqc_owc): [#33](https://github.com/euroargodev/argodmqc_owc/issues/33), [#53](https://github.com/euroargodev/argodmqc_owc/issues/53) - - [ ] [bgcArgoDMQC](https://github.com/ArgoCanada/bgcArgoDMQC): [#37](https://github.com/ArgoCanada/bgcArgoDMQC/issues/37) - -We aim to provide high level helper methods to load Argo data and meta-data from: -- [x] Ifremer erddap -- [x] local copy of the GDAC ftp folder -- [x] Index files (local and online) -- [x] Argovis -- [ ] Online GDAC ftp - -We also aim to provide high level helper methods to visualise and plot Argo data and meta-data: -- [x] Map with trajectories -- [x] Histograms for meta-data -- [ ] Waterfall plots -- [ ] T/S diagram \ No newline at end of file +See milestone here: https://github.com/euroargodev/argopy/milestone/3 \ No newline at end of file diff --git a/argopy/utilities.py b/argopy/utilities.py index 28cabf1f..d46788ce 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1254,6 +1254,11 @@ def is_list_of_datasets(lst): return all(isinstance(x, xr.Dataset) for x in lst) +def is_list_equal(lst1, lst2): + """ Return true if 2 lists contain same elements""" + return len(lst1) == len(lst2) and len(lst1) == sum([1 for i, j in zip(lst1, lst2) if i == j]) + + def check_wmo(lst): """ Check a WMO option and returned it as a list of integers diff --git a/argopy/xarray.py b/argopy/xarray.py index f99c4805..cd528e52 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -13,7 +13,7 @@ except ModuleNotFoundError: with_gsw = False -from argopy.utilities import linear_interpolation_remap +from argopy.utilities import linear_interpolation_remap, is_list_equal from argopy.errors import InvalidDatasetStructure @@ -850,11 +850,12 @@ def teos10( # noqa: C901 if not with_gsw: raise ModuleNotFoundError("This functionality requires the gsw library") - allowed = ['SA', 'CT', 'SIG0', 'N2', 'PV', 'PTEMP', 'SOUND_SPEED'] + allowed = ['SA', 'CT', 'SIG0', 'N2', 'PV', 'PTEMP', 'SOUND_SPEED', 'CNDC'] if any(var not in allowed for var in vlist): raise ValueError(f"vlist must be a subset of {allowed}, instead found {vlist}") - warnings.warn("Default variables will be reduced to 'SA' and 'CT' in 0.1.9", category=FutureWarning) + if is_list_equal(vlist, ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"]): + warnings.warn("Default variables will be reduced to 'SA' and 'CT' in 0.1.9", category=FutureWarning) this = self._obj @@ -887,6 +888,10 @@ def teos10( # noqa: C901 if "SIG0" in vlist: sig0 = gsw.sigma0(sa, ct) + # Electrical conductivity + if "CNDC" in vlist: + cndc = gsw.C_from_SP(psal, temp, pres) + # N2 if "N2" in vlist or "PV" in vlist: n2_mid, p_mid = gsw.Nsquared(sa, ct, pres, lat) @@ -931,6 +936,13 @@ def mid(x): SIG0.attrs['unit'] = 'kg/m^3' that.append(SIG0) + if 'CNDC' in vlist: + CNDC = xr.DataArray(cndc, coords=this['TEMP'].coords, name='CNDC') + CNDC.attrs['long_name'] = 'Electrical Conductivity' + CNDC.attrs['standard_name'] = 'sea_water_electrical_conductivity' + CNDC.attrs['unit'] = 'mS/cm' + that.append(CNDC) + if 'N2' in vlist: N2 = xr.DataArray(n2, coords=this['TEMP'].coords, name='N2') N2.attrs['long_name'] = 'Squared buoyancy frequency' From 889e589e2fe9293c0836dc938f914bbd05109a41 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 5 Nov 2021 16:16:20 +0100 Subject: [PATCH 03/37] Update xarray.py - filter_qc can take a list of QC fields, instead of using all available --- argopy/xarray.py | 56 +++++++++++++++++++++++++++++++++++++++--------- 1 file changed, 46 insertions(+), 10 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index cd528e52..d2e67192 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -13,7 +13,7 @@ except ModuleNotFoundError: with_gsw = False -from argopy.utilities import linear_interpolation_remap, is_list_equal +from argopy.utilities import linear_interpolation_remap, is_list_equal, is_list_of_strings from argopy.errors import InvalidDatasetStructure @@ -238,10 +238,13 @@ def cast_this_da(da): def filter_data_mode(self, keep_error: bool = True, errors: str = "raise"): # noqa: C901 """ Filter variables according to their data mode - This applies to and + This filter applies to and - For data mode 'R' and 'A': keep (eg: 'PRES', 'TEMP' and 'PSAL') - For data mode 'D': keep (eg: 'PRES_ADJUSTED', 'TEMP_ADJUSTED' and 'PSAL_ADJUSTED') + For data mode 'R' and 'A': keep (eg: 'PRES', 'TEMP' and 'PSAL') + For data mode 'D': keep (eg: 'PRES_ADJUSTED', 'TEMP_ADJUSTED' and 'PSAL_ADJUSTED') + + Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in + order to avoid confusion wrt variable content. DATA_MODE is preserved for the record. Parameters ---------- @@ -430,13 +433,31 @@ def merge_this(a1, a2, a3): return final - def filter_qc(self, QC_list=[1, 2], drop=True, mode="all", mask=False): # noqa: C901 + def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask=False): # noqa: C901 """ Filter data set according to QC values - Mask the dataset for points where 'all' or 'any' of the QC fields has a value in the list of + Filter the dataset for points where 'all' or 'any' of the QC fields has a value in the list of integer QC flags. This method can return the filtered dataset or the filter mask. + + Parameters + ---------- + QC_list: list(int) + List of QC flag values (integers) to keep + QC_fields: 'all' or list(str) + List of QC fields to consider to apply the filter. By default we use all available QC fields + drop: bool + Drop values not matching the QC filter, default is True + mode: str + Must be 'all' (default) or 'any'. Boolean operator on QC values: should we keep points + matching 'all' QC fields or 'any' one of them. + mask: bool + 'False' by default. Determine if we should return the QC mask or the filtered dataset. + + Returns + ------- + :class:`xarray.Dataset` """ if self._type != "point": raise InvalidDatasetStructure( @@ -446,13 +467,28 @@ def filter_qc(self, QC_list=[1, 2], drop=True, mode="all", mask=False): # noqa: if mode not in ["all", "any"]: raise ValueError("Mode must 'all' or 'any'") + # Make sure we deal with a list + if not isinstance(QC_list, list): + if isinstance(QC_list, np.ndarray): + QC_list = list(QC_list) + else: + QC_list = [QC_list] + this = self._obj # Extract QC fields: - QC_fields = [] - for v in this.data_vars: - if "QC" in v and "PROFILE" not in v: - QC_fields.append(v) + if isinstance(QC_fields, str) and QC_fields == 'all': + QC_fields = [] + for v in this.data_vars: + if "QC" in v and "PROFILE" not in v: + QC_fields.append(v) + elif is_list_of_strings(QC_fields): + for v in QC_fields: + if v not in this.data_vars: + raise ValueError("%s not found in this dataset while trying to apply QC filter" % v) + else: + raise ValueError("Invalid content for parameter 'QC_fields'. Use 'all' or a list of strings") + QC_fields = this[QC_fields] for v in QC_fields.data_vars: QC_fields[v] = QC_fields[v].astype(int) From acecc782608f183148730acd37080464c563071f Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 5 Nov 2021 16:22:17 +0100 Subject: [PATCH 04/37] Update xarray.py Add new filter_scalib_pres method to select pressure, temperature and salinity according to OWC preprocessing requirements --- argopy/xarray.py | 90 +++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 82 insertions(+), 8 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index d2e67192..6ee971aa 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1041,11 +1041,85 @@ def mid(x): else: return that - # @property - # def plot(self): - # """Access plotting functions""" - # # Create a mutable instance on 1st call so that later changes will be reflected in future calls - # # https://stackoverflow.com/a/8140747 - # if "plot" not in self._register: - # self._register["plot"] = [_PlotMethods(self)] - # return self._register["plot"][0] + def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): + """ Filter variables according to OWC salinity calibration software requirements + + By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, + PRES variable will be replaced by PRES_ADJUSTED. + + With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether PRES is adjusted or not. + + With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced with adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED. + + Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in order to avoid confusion wrt variable content. + + Parameters + ---------- + force: str + Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + Use force='raw' to force load of PRES/PSAL/TEMP + Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + + Returns + ------- + :class:`xarray.Dataset` + """ + if not with_gsw: + raise ModuleNotFoundError("This functionality requires the gsw library") + + this = self._obj + + # Will work with a collection of points + to_profile = False + if this.argo._type == "profile": + to_profile = True + this = this.argo.profile2point() + + if force == 'raw': + # PRES/PSAL/TEMP are not changed + # All ADJUSTED variables are removed (not required anymore, avoid confusion with variable content): + this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) + elif force == 'adjusted': + # PRES/PSAL/TEMP are replaced by PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + for v in ["PRES", "PSAL", "TEMP"]: + if "%s_ADJUSTED" % v in this.data_vars: + this[v] = this["%s_ADJUSTED" % v] + this["%s_ERROR" % v] = this["%s_ADJUSTED_ERROR" % v] + this["%s_QC" % v] = this["%s_ADJUSTED_QC" % v] + else: + raise InvalidDatasetStructure( + "%s_ADJUSTED not in this dataset. Tip: fetch data in 'expert' mode" % v) + # All ADJUSTED variables are removed (not required anymore, avoid confusion with variable content): + this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) + else: + # In default mode, we just need to do something if PRES_ADJUSTED is different from PRES, meaning pressure was adjusted: + if np.any(this['PRES_ADJUSTED'] == this['PRES']): # Yes + # We need to recompute salinity with adjusted pressur, so + # Compute raw conductivity from raw salinity and raw pressure: + cndc = gsw.C_from_SP(this['PSAL'].values, + this['TEMP'].values, + this['PRES'].values) + # Then recompute salinity with adjusted pressure: + sp = gsw.SP_from_C(cndc, + this['TEMP'].values, + this['PRES_ADJUSTED'].values) + # Now fill in filtered variables (no need to change TEMP): + this['PRES'] = this['PRES_ADJUSTED'] + this['PRES_QC'] = this['PRES_ADJUSTED_QC'] + this['PSAL'].values = sp + + # Finally drop everything not required anymore: + this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) + + # Manage output: + this.argo._add_history("Variables filtered according to OWC methodology") + this = this[np.sort(this.data_vars)] + if to_profile: + this = this.argo.point2profile() + + # Manage output: + if inplace: + self._obj = this + return self._obj + else: + return this From d834bc1b025f0095456f75e599e22dcc9847cdc8 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 5 Nov 2021 16:29:24 +0100 Subject: [PATCH 05/37] Update xarray Add the subsample_pressure method to select vertical levels to keep max 1 level every 10db, starting from the surface (0db) Add misc utilities functions --- argopy/utilities.py | 57 +++++++++++++++++++++++++++++++++++++ argopy/xarray.py | 69 ++++++++++++++++++++++++++++++++++++++++++++- 2 files changed, 125 insertions(+), 1 deletion(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index d46788ce..b42c4b5a 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1402,3 +1402,60 @@ def modified_environ(*remove, **update): finally: env.update(update_after) [env.pop(k) for k in remove_after] + + +def toYearFraction(date: pd._libs.tslibs.timestamps.Timestamp = pd.to_datetime('now')): + """ Compute decimal year + + See discussion here: https://github.com/euroargodev/argodmqc_owc/issues/35 + """ + from datetime import datetime as dt + import time + + def sinceEpoch(date): # returns seconds since epoch + return time.mktime(date.timetuple()) + + s = sinceEpoch + + year = date.year + startOfThisYear = dt(year=year, month=1, day=1) + startOfNextYear = dt(year=year + 1, month=1, day=1) + + yearElapsed = s(date) - s(startOfThisYear) + yearDuration = s(startOfNextYear) - s(startOfThisYear) + fraction = yearElapsed / yearDuration + + return date.year + fraction + + +def wrap_longitude(grid_long): + """ Allows longitude (0-360) to wrap beyond the 360 mark, for mapping purposes. + Makes sure that, if the longitude is near the boundary (0 or 360) that we + wrap the values beyond + 360 so it appears nicely on a map + This is a refactor between get_region_data and get_region_hist_locations to + avoid duplicate code + + source: https://github.com/euroargodev/argodmqc_owc/blob/e174f4538fdae1534c9740491398972b1ffec3ca/pyowc/utilities.py#L80 + + Parameters + ---------- + grid_long: array of longitude values + + Returns + ------- + array of longitude values that can extend past 360 + """ + + neg_long = np.argwhere(grid_long < 0) + grid_long[neg_long] = grid_long[neg_long] + 360 + + # if we have data close to upper boundary (360), then wrap some of the data round + # so it appears on the map + top_long = np.argwhere(grid_long >= 320) + if top_long.__len__() != 0: + bottom_long = np.argwhere(grid_long <= 40) + grid_long[bottom_long] = 360 + grid_long[bottom_long] + + return grid_long + diff --git a/argopy/xarray.py b/argopy/xarray.py index 6ee971aa..2fccb2ac 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -13,7 +13,8 @@ except ModuleNotFoundError: with_gsw = False -from argopy.utilities import linear_interpolation_remap, is_list_equal, is_list_of_strings +from argopy.utilities import linear_interpolation_remap, \ + is_list_equal, is_list_of_strings, toYearFraction, wrap_longitude from argopy.errors import InvalidDatasetStructure @@ -1059,6 +1060,9 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. Use force='raw' to force load of PRES/PSAL/TEMP Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + inplace: boolean, True by default + If True, return the filtered input :class:`xarray.Dataset` + If False, return a new :class:`xarray.Dataset` Returns ------- @@ -1123,3 +1127,66 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): return self._obj else: return this + + def subsample_pressure(self, inplace: bool = True): + """ Subsample dataset along pressure levels + + Select vertical levels to keep max 1 level every 10db, starting from the surface (0db) + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + + You can check the outcome of this filter by comparing the following figures: + plt.hist(ds['PRES'], bins=np.arange(0,100,1)) + plt.hist(subsample_pressure(ds)['PRES'], bins=np.arange(0,100,1)) + + Parameters + ---------- + inplace: boolean, True by default + If True, return the filtered input :class:`xarray.Dataset` + If False, return a new :class:`xarray.Dataset` + + Returns + ------- + :class:`xarray.Dataset` + """ + this = self._obj + + # Will work with a collection of profiles: + to_point = False + if this.argo._type == "point": + to_point = True + this = this.argo.point2profile() + + def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0): + bins = np.arange(pressure_bin_start, np.max(pressure) + pressure_bin, pressure_bin) + ip = np.digitize(pressure, bins, right=True) + ii, ij = np.unique(ip, return_index=True) + ij = ij[np.where(ij - 1 > 0)] - 1 + return pressure[ij], ij + + # Squeeze all profiles with 1 level every 10db (max value per bins): + this_dsp_lst = [] + for i_prof in this['N_PROF']: + up, ip = sub_this_one(this['PRES'].sel(N_PROF=i_prof), pressure_bin=10) + this_dsp_lst.append(this.sel(N_PROF=i_prof).isel(N_LEVELS=ip)) + + # Reset N_LEVELS index + N_LEVELS = 0 + for ids, this_dsp in enumerate(this_dsp_lst): + maxn = this_dsp['N_LEVELS'].shape[0] + N_LEVELS = np.max([N_LEVELS, maxn]) + this_dsp_lst[ids] = this_dsp_lst[ids].assign_coords(N_LEVELS=np.arange(0, maxn)) + + # Reconstruct the dataset: + final = xr.concat(this_dsp_lst, 'N_PROF') + if N_LEVELS != final['N_LEVELS'].shape[0]: + raise ValueError("Something went wrong with vertical levels") + + # Manage output: + final.attrs = this.attrs + if to_point: + final = final.argo.profile2point() + if inplace: + self._obj = this + return self._obj + else: + return final From b0c7b21502c2f8533dc381c82077c6bcebc79a71 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 5 Nov 2021 16:36:01 +0100 Subject: [PATCH 06/37] Add create_float_source in xarray.py --- argopy/xarray.py | 133 ++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 132 insertions(+), 1 deletion(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 2fccb2ac..8da5de1b 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -15,7 +15,7 @@ from argopy.utilities import linear_interpolation_remap, \ is_list_equal, is_list_of_strings, toYearFraction, wrap_longitude -from argopy.errors import InvalidDatasetStructure +from argopy.errors import InvalidDatasetStructure, DataNotFound @xr.register_dataset_accessor("argo") @@ -1190,3 +1190,134 @@ def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0 return self._obj else: return final + + def create_float_source(self, file_name, force: str = 'default'): + """ Create a Matlab file to start the OWC analysis workflow + + From an Argo xarray dataset (as returned by argopy), create a Matlab file to start the OWC analysis workflow. + + Matlab file will have the following variables (n is the number of profiles, m is the number of vertical levels): + DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) + LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) + LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) + PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up aLONG a fixed nominal depth axis.) + TEMP (mxn, in-situ IPTS-90) + SAL (mxn, PSS-78) + PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation, e.g. sw_ptmp.m) + PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) + + Parameters + ---------- + file_name + force: str + Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + Use force='raw' to force load of PRES/PSAL/TEMP + Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + + """ + this = self._obj + + # Add potential temperature: + if 'PTEMP' not in this: + this.argo.teos10(vlist=['PTEMP']) + + # Filter variables according to OWC workflow + # (I don't understand why this come at the end of the Matlab routine ...) + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 + this = self.filter_scalib_pres(this, force=force) + + # Filter along some QC: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 + this = this.argo.filter_qc(QC_list=[0, 1, 2], + QC_fields=['TIME_QC'], + drop=True) # Matlab says to reject > 3 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L420 + this = this.argo.filter_qc(QC_list=[v for v in range(10) if v != 3], + QC_fields=['PRES_QC'], + drop=True) # Matlab says to keep != 3 + this = this.argo.filter_qc(QC_list=[v for v in range(10) if v != 4], + QC_fields=['PRES_QC', 'TEMP_QC', 'PSAL_QC'], + drop=True) # Matlab says to keep != 4 + if len(this['N_POINTS']) == 0: + raise DataNotFound( + 'All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or PRES_QC is filled with 3 or 4\n' + 'NO SOURCE FILE WILL BE GENERATED !!!') + + # Exclude dummies + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 + this = this.where(this['PSAL'] <= 50, drop=True).where(this['PSAL'] >= 0, drop=True) \ + .where(this['PTEMP'] <= 50, drop=True).where(this['PTEMP'] >= -10, drop=True) \ + .where(this['PRES'] <= 6000, drop=True).where(this['PRES'] >= 0, drop=True) + if len(this['N_POINTS']) == 0: + raise DataNotFound( + 'All data have been discarded because they are filled with values out of range\n' + 'NO SOURCE FILE WILL BE GENERATED !!!') + + # Transform measurements to a collection of profiles: + this = this.argo.point2profile() + + # Only use Ascending profiles: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 + this = this.where(this['DIRECTION'] == 'A', drop=True) + + # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 + + # Subsample vertical levels (max 1 level every 10db): + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + this.argo.subsample_pressure() + + # Compute fractional year: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 + DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] + + ## Read measurements: + PRES = this['PRES'].values.T # (mxn) + TEMP = this['TEMP'].values.T # (mxn) + PTMP = this['PTEMP'].values.T # (mxn) + SAL = this['PSAL'].values.T # (mxn) + LAT = this['LATITUDE'].values[np.newaxis, :] + LONG = wrap_longitude(this['LONGITUDE'].values)[np.newaxis, :] + PROFILE_NO = this['CYCLE_NUMBER'].values[np.newaxis, :] + + ## Create dataset with preprocessed data: + this_dsp_processed = xr.DataArray(PRES, dims=['m', 'n'], coords={'m': np.arange(0, PRES.shape[0]), + 'n': np.arange(0, PRES.shape[1])}, + name='PRES').to_dataset(promote_attrs=False) + this_dsp_processed['TEMP'] = xr.DataArray(TEMP, dims=['m', 'n'], coords={'m': np.arange(0, TEMP.shape[0]), + 'n': np.arange(0, TEMP.shape[1])}, + name='TEMP') + this_dsp_processed['PTEMP'] = xr.DataArray(PTMP, dims=['m', 'n'], coords={'m': np.arange(0, PTMP.shape[0]), + 'n': np.arange(0, PTMP.shape[1])}, + name='PTEMP') + this_dsp_processed['SAL'] = xr.DataArray(SAL, dims=['m', 'n'], coords={'m': np.arange(0, SAL.shape[0]), + 'n': np.arange(0, SAL.shape[1])}, + name='SAL') + this_dsp_processed['PROFILE_NO'] = xr.DataArray(PROFILE_NO[0, :], dims=['n'], + coords={'n': np.arange(0, PROFILE_NO.shape[1])}, + name='PROFILE_NO') + this_dsp_processed['DATES'] = xr.DataArray(DATES[0, :], dims=['n'], coords={'n': np.arange(0, DATES.shape[1])}, + name='DATES') + this_dsp_processed['LAT'] = xr.DataArray(LAT[0, :], dims=['n'], coords={'n': np.arange(0, LAT.shape[1])}, + name='LAT') + this_dsp_processed['LONG'] = xr.DataArray(LONG[0, :], dims=['n'], coords={'n': np.arange(0, LONG.shape[1])}, + name='LONG') + this_dsp_processed['m'].attrs = {'long_name': 'vertical levels'} + this_dsp_processed['n'].attrs = {'long_name': 'profiles'} + + ## Create Matlab dictionnary with preprocessed data (to be used by savemat): + mdata = {} + mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') + mdata['DATES'] = DATES + mdata['LAT'] = LAT + mdata['LONG'] = LONG + mdata['PRES'] = PRES + mdata['TEMP'] = TEMP + mdata['PTMP'] = PTMP + mdata['SAL'] = SAL + + # Save it + # savemat(file_name, mdata) + + # Temporary output + return mdata, this_dsp_processed, this \ No newline at end of file From cf21761c63b04c3d84f4a988a0da8219254ba9c6 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 5 Nov 2021 16:39:11 +0100 Subject: [PATCH 07/37] Flake8 on xarray new stuff --- argopy/xarray.py | 50 +++++++++++++++++++++++++++++++----------------- 1 file changed, 32 insertions(+), 18 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 8da5de1b..e38906fa 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1048,16 +1048,20 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, PRES variable will be replaced by PRES_ADJUSTED. - With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether PRES is adjusted or not. + With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether + PRES is adjusted or not. - With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced with adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED. + With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced + with adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED. - Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in order to avoid confusion wrt variable content. + Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in + order to avoid confusion wrt variable content. Parameters ---------- force: str - Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED + filled or not. Use force='raw' to force load of PRES/PSAL/TEMP Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED inplace: boolean, True by default @@ -1096,7 +1100,8 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): # All ADJUSTED variables are removed (not required anymore, avoid confusion with variable content): this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) else: - # In default mode, we just need to do something if PRES_ADJUSTED is different from PRES, meaning pressure was adjusted: + # In default mode, we just need to do something if PRES_ADJUSTED is different from PRES, meaning + # pressure was adjusted: if np.any(this['PRES_ADJUSTED'] == this['PRES']): # Yes # We need to recompute salinity with adjusted pressur, so # Compute raw conductivity from raw salinity and raw pressure: @@ -1132,7 +1137,8 @@ def subsample_pressure(self, inplace: bool = True): """ Subsample dataset along pressure levels Select vertical levels to keep max 1 level every 10db, starting from the surface (0db) - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L208 You can check the outcome of this filter by comparing the following figures: plt.hist(ds['PRES'], bins=np.arange(0,100,1)) @@ -1200,10 +1206,12 @@ def create_float_source(self, file_name, force: str = 'default'): DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up aLONG a fixed nominal depth axis.) + PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed + nominal depth axis.) TEMP (mxn, in-situ IPTS-90) SAL (mxn, PSS-78) - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation, e.g. sw_ptmp.m) + PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP + in IPTS-90 for calculation, e.g. sw_ptmp.m) PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) Parameters @@ -1240,11 +1248,13 @@ def create_float_source(self, file_name, force: str = 'default'): drop=True) # Matlab says to keep != 4 if len(this['N_POINTS']) == 0: raise DataNotFound( - 'All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or PRES_QC is filled with 3 or 4\n' + 'All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or' + ' PRES_QC is filled with 3 or 4\n' 'NO SOURCE FILE WILL BE GENERATED !!!') # Exclude dummies - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L427 this = this.where(this['PSAL'] <= 50, drop=True).where(this['PSAL'] >= 0, drop=True) \ .where(this['PTEMP'] <= 50, drop=True).where(this['PTEMP'] >= -10, drop=True) \ .where(this['PRES'] <= 6000, drop=True).where(this['PRES'] >= 0, drop=True) @@ -1257,21 +1267,25 @@ def create_float_source(self, file_name, force: str = 'default'): this = this.argo.point2profile() # Only use Ascending profiles: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L143 this = this.where(this['DIRECTION'] == 'A', drop=True) # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L194 # Subsample vertical levels (max 1 level every 10db): - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L208 this.argo.subsample_pressure() # Compute fractional year: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ + # ow_source/create_float_source.m#L334 DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] - ## Read measurements: + # Read measurements: PRES = this['PRES'].values.T # (mxn) TEMP = this['TEMP'].values.T # (mxn) PTMP = this['PTEMP'].values.T # (mxn) @@ -1280,7 +1294,7 @@ def create_float_source(self, file_name, force: str = 'default'): LONG = wrap_longitude(this['LONGITUDE'].values)[np.newaxis, :] PROFILE_NO = this['CYCLE_NUMBER'].values[np.newaxis, :] - ## Create dataset with preprocessed data: + # Create dataset with preprocessed data: this_dsp_processed = xr.DataArray(PRES, dims=['m', 'n'], coords={'m': np.arange(0, PRES.shape[0]), 'n': np.arange(0, PRES.shape[1])}, name='PRES').to_dataset(promote_attrs=False) @@ -1305,7 +1319,7 @@ def create_float_source(self, file_name, force: str = 'default'): this_dsp_processed['m'].attrs = {'long_name': 'vertical levels'} this_dsp_processed['n'].attrs = {'long_name': 'profiles'} - ## Create Matlab dictionnary with preprocessed data (to be used by savemat): + # Create Matlab dictionnary with preprocessed data (to be used by savemat): mdata = {} mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') mdata['DATES'] = DATES @@ -1320,4 +1334,4 @@ def create_float_source(self, file_name, force: str = 'default'): # savemat(file_name, mdata) # Temporary output - return mdata, this_dsp_processed, this \ No newline at end of file + return mdata, this_dsp_processed, this From f2ad9d66109bc49adf981553c6873945b7a8818d Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 9 Nov 2021 08:20:07 +0100 Subject: [PATCH 08/37] Update xarray.py More dev on create_float_source, add logger --- argopy/xarray.py | 100 +++++++++++++++++++++++++++++++---------------- 1 file changed, 67 insertions(+), 33 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index e38906fa..9975f0db 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -5,6 +5,7 @@ import pandas as pd import xarray as xr from sklearn import preprocessing +import logging try: import gsw @@ -18,6 +19,9 @@ from argopy.errors import InvalidDatasetStructure, DataNotFound +log = logging.getLogger("argopy.xarray") + + @xr.register_dataset_accessor("argo") class ArgoAccessor: """ @@ -64,6 +68,23 @@ def __init__(self, xarray_obj): else: raise InvalidDatasetStructure("Argo dataset structure not recognised") + def __repr__(self): + import xarray.core.formatting as xrf + + summary = ["".format(type(self._obj).__name__)] + if self._type == "profile": + summary.append("This is a collection of Argo profiles") + elif self._type == "point": + summary.append("This is a collection of Argo points") + + col_width = xrf._calculate_col_width(xrf._get_col_items(self._obj.variables)) + # max_rows = xr.core.options.OPTIONS["display_max_rows"] + + dims_start = xrf.pretty_print("Dimensions:", col_width) + summary.append("{}({})".format(dims_start, xrf.dim_summary(self._obj))) + + return "\n".join(summary) + def _add_history(self, txt): if "history" in self._obj.attrs: self._obj.attrs["history"] += "; %s" % txt @@ -437,7 +458,7 @@ def merge_this(a1, a2, a3): def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask=False): # noqa: C901 """ Filter data set according to QC values - Filter the dataset for points where 'all' or 'any' of the QC fields has a value in the list of + Filter the dataset to keep points where 'all' or 'any' of the QC fields has a value in the list of integer QC flags. This method can return the filtered dataset or the filter mask. @@ -466,14 +487,16 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask ) if mode not in ["all", "any"]: - raise ValueError("Mode must 'all' or 'any'") + raise ValueError("Mode must be 'all' or 'any'") - # Make sure we deal with a list + # Make sure we deal with a list of integers: if not isinstance(QC_list, list): if isinstance(QC_list, np.ndarray): QC_list = list(QC_list) else: QC_list = [QC_list] + QC_list = [abs(int(qc)) for qc in QC_list] + log.debug("filter_qc: Filtering dataset to keep points with QC in %s" % QC_list) this = self._obj @@ -489,6 +512,7 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask raise ValueError("%s not found in this dataset while trying to apply QC filter" % v) else: raise ValueError("Invalid content for parameter 'QC_fields'. Use 'all' or a list of strings") + log.debug("filter_qc: Filter applied to '%s' of the fields: %s" % (mode, ",".join(QC_fields))) QC_fields = this[QC_fields] for v in QC_fields.data_vars: @@ -501,8 +525,8 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask coords={"N_POINTS": QC_fields["N_POINTS"]}, ) for v in QC_fields.data_vars: - for qc in QC_list: - this_mask += QC_fields[v] == qc + for qc_value in QC_list: + this_mask += QC_fields[v] == qc_value if mode == "all": this_mask = this_mask == len(QC_fields) # all else: @@ -510,9 +534,9 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask if not mask: this = this.where(this_mask, drop=drop) - for v in this.data_vars: - if "QC" in v and "PROFILE" not in v: - this[v] = this[v].astype(int) + # for v in this.data_vars: + # if "QC" in v and "PROFILE" not in v: + # this[v] = this[v].astype(int) this.argo._add_history("Variables selected according to QC") this = this.argo.cast_types() return this @@ -1164,7 +1188,7 @@ def subsample_pressure(self, inplace: bool = True): def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0): bins = np.arange(pressure_bin_start, np.max(pressure) + pressure_bin, pressure_bin) - ip = np.digitize(pressure, bins, right=True) + ip = np.digitize(pressure, bins, right=False) ii, ij = np.unique(ip, return_index=True) ij = ij[np.where(ij - 1 > 0)] - 1 return pressure[ij], ij @@ -1224,15 +1248,39 @@ def create_float_source(self, file_name, force: str = 'default'): """ this = self._obj + # log.debug("; ".join(["".join(v) for v in this.data_vars])) + + def pretty_print_count(dd, txt): + if dd.argo._type == "point": + np = len(dd['N_POINTS'].values) + nc = len(dd.argo.point2profile()['N_PROF'].values) + else: + np = len(dd.argo.profile2point()['N_POINTS'].values) + nc = len(dd['N_PROF'].values) + return "%i points / %i profiles in dataset %s" % (np, nc, txt) # Add potential temperature: if 'PTEMP' not in this: - this.argo.teos10(vlist=['PTEMP']) + this = this.argo.teos10(vlist=['PTEMP'], inplace=True) + + # Only use Ascending profiles: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 + this = this.where(this['DIRECTION'] == 'A', drop=True) + log.debug(pretty_print_count(this, "after direction selection")) + + # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 + + # Subsample vertical levels (max 1 level every 10db): + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + this = this.argo.subsample_pressure(inplace=False) + log.debug(pretty_print_count(this, "after vertical levels subsampling")) # Filter variables according to OWC workflow # (I don't understand why this come at the end of the Matlab routine ...) # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 - this = self.filter_scalib_pres(this, force=force) + this = this.argo.filter_scalib_pres(force=force, inplace=False) + log.debug(pretty_print_count(this, "after pressure fields selection")) # Filter along some QC: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 @@ -1245,16 +1293,16 @@ def create_float_source(self, file_name, force: str = 'default'): drop=True) # Matlab says to keep != 3 this = this.argo.filter_qc(QC_list=[v for v in range(10) if v != 4], QC_fields=['PRES_QC', 'TEMP_QC', 'PSAL_QC'], - drop=True) # Matlab says to keep != 4 + drop=True, mode='any') # Matlab says to keep != 4 if len(this['N_POINTS']) == 0: raise DataNotFound( 'All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or' ' PRES_QC is filled with 3 or 4\n' 'NO SOURCE FILE WILL BE GENERATED !!!') + log.debug(pretty_print_count(this, "after QC filter")) # Exclude dummies - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L427 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 this = this.where(this['PSAL'] <= 50, drop=True).where(this['PSAL'] >= 0, drop=True) \ .where(this['PTEMP'] <= 50, drop=True).where(this['PTEMP'] >= -10, drop=True) \ .where(this['PRES'] <= 6000, drop=True).where(this['PRES'] >= 0, drop=True) @@ -1262,27 +1310,13 @@ def create_float_source(self, file_name, force: str = 'default'): raise DataNotFound( 'All data have been discarded because they are filled with values out of range\n' 'NO SOURCE FILE WILL BE GENERATED !!!') + log.debug(pretty_print_count(this, "after dummy values exclusion")) - # Transform measurements to a collection of profiles: + # Transform measurements to a collection of profiles for Matlab-like formation: this = this.argo.point2profile() - # Only use Ascending profiles: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L143 - this = this.where(this['DIRECTION'] == 'A', drop=True) - - # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L194 - - # Subsample vertical levels (max 1 level every 10db): - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L208 - this.argo.subsample_pressure() - # Compute fractional year: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L334 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] # Read measurements: @@ -1301,9 +1335,9 @@ def create_float_source(self, file_name, force: str = 'default'): this_dsp_processed['TEMP'] = xr.DataArray(TEMP, dims=['m', 'n'], coords={'m': np.arange(0, TEMP.shape[0]), 'n': np.arange(0, TEMP.shape[1])}, name='TEMP') - this_dsp_processed['PTEMP'] = xr.DataArray(PTMP, dims=['m', 'n'], coords={'m': np.arange(0, PTMP.shape[0]), + this_dsp_processed['PTMP'] = xr.DataArray(PTMP, dims=['m', 'n'], coords={'m': np.arange(0, PTMP.shape[0]), 'n': np.arange(0, PTMP.shape[1])}, - name='PTEMP') + name='PTMP') this_dsp_processed['SAL'] = xr.DataArray(SAL, dims=['m', 'n'], coords={'m': np.arange(0, SAL.shape[0]), 'n': np.arange(0, SAL.shape[1])}, name='SAL') From b4e41bb4c1ee4cf9bddf3f750fbb095159076df5 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 9 Nov 2021 14:20:28 +0100 Subject: [PATCH 09/37] Update xarray.py --- argopy/xarray.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/argopy/xarray.py b/argopy/xarray.py index 9975f0db..88d29464 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1250,6 +1250,12 @@ def create_float_source(self, file_name, force: str = 'default'): this = self._obj # log.debug("; ".join(["".join(v) for v in this.data_vars])) + if 'history' in this.attrs and 'DATA_MODE' in this.attrs['history'] and 'QC' in this.attrs['history']: + # This is surely a dataset fetch with 'standard' mode, we can't deal with this, we need 'expert' file + raise InvalidDatasetStructure("Need a full Argo dataset to create OWC float source. " + "This dataset was probably loaded with a 'standard' user mode. " + "Try to fetch float data in 'expert' mode") + def pretty_print_count(dd, txt): if dd.argo._type == "point": np = len(dd['N_POINTS'].values) From bc571c0b8fccc42eb45ca3f80e935533879bfb56 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 9 Nov 2021 16:15:36 +0100 Subject: [PATCH 10/37] Update xarray.py New _where method to preserve Argo data type after xarray where ! Misc changes to use new argo._where (some need for cast_types removed) More debug logs --- argopy/xarray.py | 62 +++++++++++++++++++++++++++++++++++------------- 1 file changed, 46 insertions(+), 16 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 88d29464..c2a349ae 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -91,6 +91,25 @@ def _add_history(self, txt): else: self._obj.attrs["history"] = txt + def _where(self, cond, other=xr.core.dtypes.NA, drop: bool = False): + """ where that preserve dtypes of Argo fields + + Parameters + ---------- + cond : DataArray, Dataset, or callable + Locations at which to preserve this object's values. dtype must be `bool`. + If a callable, it must expect this object as its only parameter. + other : scalar, DataArray or Dataset, optional + Value to use for locations in this object where ``cond`` is False. + By default, these locations filled with NA. + drop : bool, optional + If True, coordinate labels that only correspond to False values of + the condition are dropped from the result. Mutually exclusive with + ``other``. + """ + self._obj = self._obj.where(cond, other=other, drop=drop) + return self.cast_types() + def cast_types(self): # noqa: C901 """ Make sure variables are of the appropriate types @@ -341,16 +360,16 @@ def ds_split_datamode(xds): return argo_r, argo_a, argo_d - def fill_adjusted_nan(ds, vname): + def fill_adjusted_nan(this_ds, vname): """Fill in the adjusted field with the non-adjusted wherever it is NaN Ensure to have values even for bad QC data in delayed mode """ - ii = ds.where(np.isnan(ds[vname + "_ADJUSTED"]), drop=1)["N_POINTS"] - ds[vname + "_ADJUSTED"].loc[dict(N_POINTS=ii)] = ds[vname].loc[ + ii = this_ds.where(np.isnan(this_ds[vname + "_ADJUSTED"]), drop=1)["N_POINTS"] + this_ds[vname + "_ADJUSTED"].loc[dict(N_POINTS=ii)] = this_ds[vname].loc[ dict(N_POINTS=ii) ] - return ds + return this_ds def merge_arrays(this_argo_r, this_argo_a, this_argo_d, this_vname): """ Merge one variable from 3 DataArrays @@ -533,12 +552,9 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask this_mask = this_mask >= 1 # any if not mask: - this = this.where(this_mask, drop=drop) - # for v in this.data_vars: - # if "QC" in v and "PROFILE" not in v: - # this[v] = this[v].astype(int) + this = this.argo._where(this_mask, drop=drop) this.argo._add_history("Variables selected according to QC") - this = this.argo.cast_types() + # this = this.argo.cast_types() return this else: return this_mask @@ -628,7 +644,6 @@ def fillvalue(da): name="dummy_argo_uid", ) N_PROF = len(np.unique(dummy_argo_uid)) - # that = this.groupby(dummy_argo_uid) N_LEVELS = int( xr.DataArray( @@ -713,7 +728,7 @@ def fillvalue(da): # Restore coordinate variables: new_ds = new_ds.set_coords([c for c in coords_list if c in new_ds]) - # Misc formating + # Misc formatting new_ds = new_ds.sortby("TIME") new_ds = new_ds.argo.cast_types() new_ds = new_ds[np.sort(new_ds.data_vars)] @@ -856,6 +871,7 @@ def interp_std_levels(self, std_lev): ds_out = ds_out.drop_vars(["N_LEVELS", "Z_LEVELS"]) ds_out = ds_out[np.sort(ds_out.data_vars)] + ds_out = ds_out.argo.cast_types() ds_out.attrs = self.attrs # Preserve original attributes ds_out.argo._add_history("Interpolated on standard levels") @@ -1248,6 +1264,8 @@ def create_float_source(self, file_name, force: str = 'default'): """ this = self._obj + log.debug("===================== START create_float_source") + # log.debug(np.unique(this['PSAL_QC'].values)) # log.debug("; ".join(["".join(v) for v in this.data_vars])) if 'history' in this.attrs and 'DATA_MODE' in this.attrs['history'] and 'QC' in this.attrs['history']: @@ -1263,16 +1281,21 @@ def pretty_print_count(dd, txt): else: np = len(dd.argo.profile2point()['N_POINTS'].values) nc = len(dd['N_PROF'].values) - return "%i points / %i profiles in dataset %s" % (np, nc, txt) + out = "%i points / %i profiles in dataset %s" % (np, nc, txt) + # np.unique(this['PSAL_QC'].values)) + return out # Add potential temperature: if 'PTEMP' not in this: this = this.argo.teos10(vlist=['PTEMP'], inplace=True) + # log.debug(np.unique(this['PSAL_QC'].values)) # Only use Ascending profiles: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 - this = this.where(this['DIRECTION'] == 'A', drop=True) + this = this.argo._where(this['DIRECTION'] == 'A', drop=True) + # this = this.argo.cast_types() log.debug(pretty_print_count(this, "after direction selection")) + # log.debug(np.unique(this['PSAL_QC'].values)) # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 @@ -1281,12 +1304,14 @@ def pretty_print_count(dd, txt): # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 this = this.argo.subsample_pressure(inplace=False) log.debug(pretty_print_count(this, "after vertical levels subsampling")) + # log.debug(np.unique(this['PSAL_QC'].values)) # Filter variables according to OWC workflow # (I don't understand why this come at the end of the Matlab routine ...) # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 this = this.argo.filter_scalib_pres(force=force, inplace=False) log.debug(pretty_print_count(this, "after pressure fields selection")) + # log.debug(np.unique(this['PSAL_QC'].values)) # Filter along some QC: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 @@ -1309,17 +1334,22 @@ def pretty_print_count(dd, txt): # Exclude dummies # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 - this = this.where(this['PSAL'] <= 50, drop=True).where(this['PSAL'] >= 0, drop=True) \ - .where(this['PTEMP'] <= 50, drop=True).where(this['PTEMP'] >= -10, drop=True) \ - .where(this['PRES'] <= 6000, drop=True).where(this['PRES'] >= 0, drop=True) + this = this.argo._where(this['PSAL'] <= 50, drop=True)\ + .argo._where(this['PSAL'] >= 0, drop=True) \ + .argo._where(this['PTEMP'] <= 50, drop=True)\ + .argo._where(this['PTEMP'] >= -10, drop=True) \ + .argo._where(this['PRES'] <= 6000, drop=True)\ + .argo._where(this['PRES'] >= 0, drop=True) if len(this['N_POINTS']) == 0: raise DataNotFound( 'All data have been discarded because they are filled with values out of range\n' 'NO SOURCE FILE WILL BE GENERATED !!!') log.debug(pretty_print_count(this, "after dummy values exclusion")) + # log.debug(np.unique(this['PSAL_QC'].values)) # Transform measurements to a collection of profiles for Matlab-like formation: this = this.argo.point2profile() + # log.debug(np.unique(this['PSAL_QC'].values)) # Compute fractional year: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 From ef2ac6a52deb4ab6f0d69ac5a75cd448cbbb9857 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 10 Nov 2021 16:22:21 +0100 Subject: [PATCH 11/37] Update xarray.py New N_PROF, N_LEVELS, N_POINTS accessor properties --- argopy/xarray.py | 82 ++++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 73 insertions(+), 9 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index c2a349ae..412b0d48 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -16,7 +16,7 @@ from argopy.utilities import linear_interpolation_remap, \ is_list_equal, is_list_of_strings, toYearFraction, wrap_longitude -from argopy.errors import InvalidDatasetStructure, DataNotFound +from argopy.errors import InvalidDatasetStructure, DataNotFound, OptionValueError log = logging.getLogger("argopy.xarray") @@ -85,6 +85,63 @@ def __repr__(self): return "\n".join(summary) + @property + def N_PROF(self): + """Number of profiles""" + if self._type == "point": + dummy_argo_uid = xr.DataArray( + self.uid( + self._obj["PLATFORM_NUMBER"].values, + self._obj["CYCLE_NUMBER"].values, + self._obj["DIRECTION"].values, + ), + dims="N_POINTS", + coords={"N_POINTS": self._obj["N_POINTS"]}, + name="dummy_argo_uid", + ) + N_PROF = len(np.unique(dummy_argo_uid)) + else: + N_PROF = len(np.unique(self._obj['N_PROF'])) + return N_PROF + + @property + def N_LEVELS(self): + """Number of vertical levels""" + if self._type == "point": + dummy_argo_uid = xr.DataArray( + self.uid( + self._obj["PLATFORM_NUMBER"].values, + self._obj["CYCLE_NUMBER"].values, + self._obj["DIRECTION"].values, + ), + dims="N_POINTS", + coords={"N_POINTS": self._obj["N_POINTS"]}, + name="dummy_argo_uid", + ) + N_LEVELS = int( + xr.DataArray( + np.ones_like(self._obj["N_POINTS"].values), + dims="N_POINTS", + coords={"N_POINTS": self._obj["N_POINTS"]}, + ) + .groupby(dummy_argo_uid) + .sum() + .max() + .values + ) + else: + N_LEVELS = len(np.unique(self._obj['N_LEVELS'])) + return N_LEVELS + + @property + def N_POINTS(self): + """Number of measurement points""" + if self._type == "profile": + N_POINTS = self.N_PROF*self.N_LEVELS + else: + N_POINTS = len(np.unique(self._obj['N_POINTS'])) + return N_POINTS + def _add_history(self, txt): if "history" in self._obj.attrs: self._obj.attrs["history"] += "; %s" % txt @@ -1209,7 +1266,7 @@ def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0 ij = ij[np.where(ij - 1 > 0)] - 1 return pressure[ij], ij - # Squeeze all profiles with 1 level every 10db (max value per bins): + # Squeeze all profiles to 1 point every 10db (select deepest value per bins): this_dsp_lst = [] for i_prof in this['N_PROF']: up, ip = sub_this_one(this['PRES'].sel(N_PROF=i_prof), pressure_bin=10) @@ -1256,7 +1313,7 @@ def create_float_source(self, file_name, force: str = 'default'): Parameters ---------- - file_name + file_name, not used yet force: str Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. Use force='raw' to force load of PRES/PSAL/TEMP @@ -1274,13 +1331,17 @@ def create_float_source(self, file_name, force: str = 'default'): "This dataset was probably loaded with a 'standard' user mode. " "Try to fetch float data in 'expert' mode") + if force not in ['default', 'raw', 'adjusted']: + raise OptionValueError("force option must be 'default', 'raw' or 'adjusted'.") + def pretty_print_count(dd, txt): - if dd.argo._type == "point": - np = len(dd['N_POINTS'].values) - nc = len(dd.argo.point2profile()['N_PROF'].values) - else: - np = len(dd.argo.profile2point()['N_POINTS'].values) - nc = len(dd['N_PROF'].values) + # if dd.argo._type == "point": + # np = len(dd['N_POINTS'].values) + # nc = len(dd.argo.point2profile()['N_PROF'].values) + # else: + # np = len(dd.argo.profile2point()['N_POINTS'].values) + # nc = len(dd['N_PROF'].values) + np, nc = dd.argo.N_POINTS, dd.argo.N_PROF out = "%i points / %i profiles in dataset %s" % (np, nc, txt) # np.unique(this['PSAL_QC'].values)) return out @@ -1351,6 +1412,9 @@ def pretty_print_count(dd, txt): this = this.argo.point2profile() # log.debug(np.unique(this['PSAL_QC'].values)) + # todo: Put all pressure measurements at the same index levels + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 + # Compute fractional year: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] From b1adcb69a602fc03c48816a2b6c253365f780b40 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 16 Nov 2021 11:03:22 +0100 Subject: [PATCH 12/37] Add new step to re-align pressure levels Add the ds_align_pressure method --- argopy/utilities.py | 18 +++++++ argopy/xarray.py | 126 +++++++++++++++++++++++++++++++++++++++----- 2 files changed, 131 insertions(+), 13 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index 4d5a3364..f05967f7 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1428,6 +1428,24 @@ def sinceEpoch(date): # returns seconds since epoch return date.year + fraction +def YearFraction_to_datetime(yf): + from datetime import datetime as dt + import time + + def sinceEpoch(date): # returns seconds since epoch + return time.mktime(date.timetuple()) + + year = np.int32(yf) + frct = yf-year + + startOfThisYear = dt(year=year, month=1, day=1) + startOfNextYear = dt(year=year + 1, month=1, day=1) + yearDuration_sec = sinceEpoch(startOfNextYear) - sinceEpoch(startOfThisYear) + yearElapsed_sec = np.round(frct*yearDuration_sec, 0) + yearElapsed_sec = pd.Timedelta(yearElapsed_sec, unit='s') + return startOfThisYear+yearElapsed_sec + + def wrap_longitude(grid_long): """ Allows longitude (0-360) to wrap beyond the 360 mark, for mapping purposes. Makes sure that, if the longitude is near the boundary (0 or 360) that we diff --git a/argopy/xarray.py b/argopy/xarray.py index 412b0d48..6774fefb 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1230,8 +1230,8 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): else: return this - def subsample_pressure(self, inplace: bool = True): - """ Subsample dataset along pressure levels + def subsample_pressure(self, pressure_bin_start: float = 0., pressure_bin: float = 10., inplace: bool = True): + """ Subsample dataset along pressure bins Select vertical levels to keep max 1 level every 10db, starting from the surface (0db) # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ @@ -1239,10 +1239,14 @@ def subsample_pressure(self, inplace: bool = True): You can check the outcome of this filter by comparing the following figures: plt.hist(ds['PRES'], bins=np.arange(0,100,1)) - plt.hist(subsample_pressure(ds)['PRES'], bins=np.arange(0,100,1)) + plt.hist(subsample_pressure(ds)['PRES'], pressure_bin_start=0., pressure_bin=10.) Parameters ---------- + pressure_bin_start: float + The shallowest pressure value to start bins + pressure_bin: float + Pressure bin size inplace: boolean, True by default If True, return the filtered input :class:`xarray.Dataset` If False, return a new :class:`xarray.Dataset` @@ -1259,8 +1263,8 @@ def subsample_pressure(self, inplace: bool = True): to_point = True this = this.argo.point2profile() - def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0): - bins = np.arange(pressure_bin_start, np.max(pressure) + pressure_bin, pressure_bin) + def sub_this_one(pressure, db: int = 10, p0: float = 0): + bins = np.arange(p0, np.max(pressure) + db, db) ip = np.digitize(pressure, bins, right=False) ii, ij = np.unique(ip, return_index=True) ij = ij[np.where(ij - 1 > 0)] - 1 @@ -1269,7 +1273,9 @@ def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0 # Squeeze all profiles to 1 point every 10db (select deepest value per bins): this_dsp_lst = [] for i_prof in this['N_PROF']: - up, ip = sub_this_one(this['PRES'].sel(N_PROF=i_prof), pressure_bin=10) + up, ip = sub_this_one(this['PRES'].sel(N_PROF=i_prof), + p0=pressure_bin_start, + db=pressure_bin) this_dsp_lst.append(this.sel(N_PROF=i_prof).isel(N_LEVELS=ip)) # Reset N_LEVELS index @@ -1294,6 +1300,7 @@ def sub_this_one(pressure, pressure_bin: int = 10, pressure_bin_start: float = 0 else: return final + def create_float_source(self, file_name, force: str = 'default'): """ Create a Matlab file to start the OWC analysis workflow @@ -1341,10 +1348,100 @@ def pretty_print_count(dd, txt): # else: # np = len(dd.argo.profile2point()['N_POINTS'].values) # nc = len(dd['N_PROF'].values) + out = [] np, nc = dd.argo.N_POINTS, dd.argo.N_PROF - out = "%i points / %i profiles in dataset %s" % (np, nc, txt) + out.append("%i points / %i profiles in dataset %s" % (np, nc, txt)) # np.unique(this['PSAL_QC'].values)) - return out + out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) + return "\n".join(out) + + def ds_align_pressure(this, pressure_bins_start, pressure_bin: float = 10.): + """ Create a new dataset where binned pressure values align on pressure index for all profiles + + This method is intended to be used after subsample_pressure + + Parameters + ---------- + pressure_bins_start: list + pressure_bin: float + + Returns + ------ + :class:`xarray.Dataset` + """ + def align_pressure(pres_raw, pres_bins_start, pressure_bin: float = 10., fill_value: float = np.nan): + """ Align pressure values along a given pressure axis + For numpy arrays + """ + pres_align = np.ones_like(pres_bins_start) * fill_value + index_array = [] + ip_inserted = [] + for ip_insert, p_low in enumerate(pres_bins_start): + p_hgh = p_low + pressure_bin + ifound = np.digitize(pres_raw, [p_low, p_hgh], right=False) + ip = np.argwhere(ifound == 1) + if len(ip) > 0: + # ip_selected = ip[0][0] # Select the lowest pressure value in bins + ip_selected = ip[-1][-1] # Select the highest pressure value in bins + pres_align[ip_insert] = pres_raw[ip_selected] + index_array.append(ip_selected) + ip_inserted.append(ip_insert) + index_array = np.array(index_array) + ip_inserted = np.array(ip_inserted) + return pres_align, index_array, ip_inserted + + def replace_i_prof_values(this_da, i_prof, new_values): + if this_da.dims == ('m', 'n') or this_da.dims == ('m_aligned', 'n'): + values = this_da.values + values[:, i_prof] = new_values + this_da.values = values + else: + raise ValueError("Array not with expected (m, n) shape") + return this_da + + # Create an empty dataset with the correct nb of vertical levels for each (m,n) variables + m_aligned = len(pressure_bins_start) + n = len(this['n']) + PRES_BINS = np.broadcast_to(pressure_bins_start[:, np.newaxis], (m_aligned, n)) + dsp_aligned = xr.DataArray(PRES_BINS, + dims=['m_aligned', 'n'], + coords={'m_aligned': np.arange(0, PRES_BINS.shape[0]), 'n': this['n']}, + name='PRES_BINS').to_dataset(promote_attrs=False) + + for v in this.data_vars: + if this[v].dims == ('n',): + # print('1D:', v) + dsp_aligned[v] = this[v] + if this[v].dims == ('m', 'n'): + # print("2D:", v) + dsp_aligned[v] = xr.DataArray(np.full_like(PRES_BINS, np.nan), + dims=['m_aligned', 'n'], + coords={'m_aligned': np.arange(0, PRES_BINS.shape[0]), + 'n': np.arange(0, PRES_BINS.shape[1])}, + name=v) + + # Align pressure/field values for each profiles: + for i_prof in dsp_aligned['n']: + assert this.isel(n=i_prof) == dsp_aligned.isel(n=i_prof) + + p0 = this.isel(n=i_prof)['PRES'].values + pres_align, index_array, ip_inserted = align_pressure(p0, pressure_bins_start, pressure_bin) + pres_align = np.round(pres_align, 2) + dsp_aligned['PRES'] = replace_i_prof_values(dsp_aligned['PRES'], i_prof, pres_align) + + for var in this.data_vars: + if this[var].dims == ('m', 'n'): + v0 = this.isel(n=i_prof)[var].values + v_align = dsp_aligned.isel(n=i_prof)[var].values + v_align[ip_inserted] = v0[index_array] + dsp_aligned[var] = replace_i_prof_values(dsp_aligned[var], i_prof, v_align) + dsp_aligned[var].attrs = this[var].attrs + + dsp_aligned = dsp_aligned.rename({'m_aligned': 'm'}) + + # Manage output: + dsp_aligned.attrs = this.attrs + return dsp_aligned # Add potential temperature: if 'PTEMP' not in this: @@ -1412,9 +1509,6 @@ def pretty_print_count(dd, txt): this = this.argo.point2profile() # log.debug(np.unique(this['PSAL_QC'].values)) - # todo: Put all pressure measurements at the same index levels - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 - # Compute fractional year: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] @@ -1425,7 +1519,8 @@ def pretty_print_count(dd, txt): PTMP = this['PTEMP'].values.T # (mxn) SAL = this['PSAL'].values.T # (mxn) LAT = this['LATITUDE'].values[np.newaxis, :] - LONG = wrap_longitude(this['LONGITUDE'].values)[np.newaxis, :] + # LONG = wrap_longitude(this['LONGITUDE'].values)[np.newaxis, :] + LONG = this['LONGITUDE'].values[np.newaxis, :] PROFILE_NO = this['CYCLE_NUMBER'].values[np.newaxis, :] # Create dataset with preprocessed data: @@ -1453,7 +1548,12 @@ def pretty_print_count(dd, txt): this_dsp_processed['m'].attrs = {'long_name': 'vertical levels'} this_dsp_processed['n'].attrs = {'long_name': 'profiles'} - # Create Matlab dictionnary with preprocessed data (to be used by savemat): + # Put all pressure measurements at the same index levels + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 + bins = np.arange(0., np.max(this_dsp_processed['PRES']) + 10., 10.) + this_dsp_processed = ds_align_pressure(this_dsp_processed, pressure_bins_start=bins, pressure_bin=10.) + + # Create Matlab dictionary with preprocessed data (to be used by savemat): mdata = {} mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') mdata['DATES'] = DATES From 8f34b609ba890da6945c3439d2a7e8704188c339 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 17 Nov 2021 09:10:46 +0100 Subject: [PATCH 13/37] Update utilities.py Redesigned year fraction computation functions to use only pandas timestamp and timedelta. These new functions are robust to leap years and give precisions down to the second. --- argopy/utilities.py | 72 +++++++++++++++++++++++++++------------------ 1 file changed, 43 insertions(+), 29 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index f05967f7..0c77ebc1 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1404,46 +1404,60 @@ def modified_environ(*remove, **update): [env.pop(k) for k in remove_after] -def toYearFraction(date: pd._libs.tslibs.timestamps.Timestamp = pd.to_datetime('now')): - """ Compute decimal year +def toYearFraction(this_date: pd._libs.tslibs.timestamps.Timestamp = pd.to_datetime('now')): + """ Compute decimal year, robust to leap years, precision to the second - See discussion here: https://github.com/euroargodev/argodmqc_owc/issues/35 - """ - from datetime import datetime as dt - import time + Compute the fraction of the year a given timestamp corresponds to. + The "fraction of the year" goes: + - from 0 on 01-01T00:00:00.000 of the year + - to 1 on the 01-01T00:00:00.000 of the following year - def sinceEpoch(date): # returns seconds since epoch - return time.mktime(date.timetuple()) + 1 second corresponds to the number of days in the year times 86400. + The faction of the year is rounded to 10-digits in order to have a "second" precision. + + See discussion here: https://github.com/euroargodev/argodmqc_owc/issues/35 - s = sinceEpoch + Parameters + ---------- + pd._libs.tslibs.timestamps.Timestamp - year = date.year - startOfThisYear = dt(year=year, month=1, day=1) - startOfNextYear = dt(year=year + 1, month=1, day=1) + Returns + ------- + float + """ + if "UTC" in [this_date.tzname() if not this_date.tzinfo is None else ""]: + startOfThisYear = pd.to_datetime("%i-01-01T00:00:00.000" % this_date.year, utc=True) + else: + startOfThisYear = pd.to_datetime("%i-01-01T00:00:00.000" % this_date.year) + yearDuration_sec = (startOfThisYear + pd.offsets.DateOffset(years=1) - startOfThisYear).total_seconds() - yearElapsed = s(date) - s(startOfThisYear) - yearDuration = s(startOfNextYear) - s(startOfThisYear) - fraction = yearElapsed / yearDuration + yearElapsed_sec = (this_date - startOfThisYear).total_seconds() + fraction = yearElapsed_sec / yearDuration_sec + fraction = np.round(fraction, 10) + return this_date.year + fraction - return date.year + fraction +def YearFraction_to_datetime(yf: float): + """ Compute datetime from year fraction -def YearFraction_to_datetime(yf): - from datetime import datetime as dt - import time + Inverse the toYearFraction() function - def sinceEpoch(date): # returns seconds since epoch - return time.mktime(date.timetuple()) + Parameters + ---------- + float + Returns + ------- + pd._libs.tslibs.timestamps.Timestamp + """ year = np.int32(yf) - frct = yf-year - - startOfThisYear = dt(year=year, month=1, day=1) - startOfNextYear = dt(year=year + 1, month=1, day=1) - yearDuration_sec = sinceEpoch(startOfNextYear) - sinceEpoch(startOfThisYear) - yearElapsed_sec = np.round(frct*yearDuration_sec, 0) - yearElapsed_sec = pd.Timedelta(yearElapsed_sec, unit='s') - return startOfThisYear+yearElapsed_sec + fraction = yf - year + fraction = np.round(fraction, 10) + + startOfThisYear = pd.to_datetime("%i-01-01T00:00:00" % year) + yearDuration_sec = (startOfThisYear + pd.offsets.DateOffset(years=1) - startOfThisYear).total_seconds() + yearElapsed_sec = pd.Timedelta(fraction * yearDuration_sec, unit='s') + return pd.to_datetime(startOfThisYear + yearElapsed_sec, unit='s') def wrap_longitude(grid_long): From 7044aa410c68881bf8faaaa717b7c2c2827b39df Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 17 Nov 2021 09:12:21 +0100 Subject: [PATCH 14/37] Update xarray.py - Fix bug in _where method not returning a new object - Improved __repr__ to include N profiles and levels --- argopy/xarray.py | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 6774fefb..c95db420 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -74,8 +74,10 @@ def __repr__(self): summary = ["".format(type(self._obj).__name__)] if self._type == "profile": summary.append("This is a collection of Argo profiles") + summary.append("N_PROF(%i) x N_LEVELS(%i) ~ N_POINTS(%i)" % (self.N_PROF, self.N_LEVELS, self.N_POINTS)) elif self._type == "point": summary.append("This is a collection of Argo points") + summary.append("N_POINTS(%i) ~ N_PROF(%i) x N_LEVELS(%i)" % (self.N_POINTS, self.N_PROF, self.N_LEVELS)) col_width = xrf._calculate_col_width(xrf._get_col_items(self._obj.variables)) # max_rows = xr.core.options.OPTIONS["display_max_rows"] @@ -164,8 +166,11 @@ def _where(self, cond, other=xr.core.dtypes.NA, drop: bool = False): the condition are dropped from the result. Mutually exclusive with ``other``. """ - self._obj = self._obj.where(cond, other=other, drop=drop) - return self.cast_types() + this = self._obj.copy(deep=True) + this = this.where(cond, other=other, drop=drop) + this = this.argo.cast_types() + # this.argo._add_history("Modified with 'where' statement") + return this def cast_types(self): # noqa: C901 """ Make sure variables are of the appropriate types @@ -572,7 +577,6 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask else: QC_list = [QC_list] QC_list = [abs(int(qc)) for qc in QC_list] - log.debug("filter_qc: Filtering dataset to keep points with QC in %s" % QC_list) this = self._obj @@ -588,7 +592,10 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask raise ValueError("%s not found in this dataset while trying to apply QC filter" % v) else: raise ValueError("Invalid content for parameter 'QC_fields'. Use 'all' or a list of strings") - log.debug("filter_qc: Filter applied to '%s' of the fields: %s" % (mode, ",".join(QC_fields))) + + log.debug("filter_qc: Filtering dataset to keep points with QC in %s for '%s' fields in %s" % + (QC_list, mode, ",".join(QC_fields))) + # log.debug("filter_qc: Filter applied to '%s' of the fields: %s" % (mode, ",".join(QC_fields))) QC_fields = this[QC_fields] for v in QC_fields.data_vars: @@ -1352,7 +1359,7 @@ def pretty_print_count(dd, txt): np, nc = dd.argo.N_POINTS, dd.argo.N_PROF out.append("%i points / %i profiles in dataset %s" % (np, nc, txt)) # np.unique(this['PSAL_QC'].values)) - out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) + # out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) return "\n".join(out) def ds_align_pressure(this, pressure_bins_start, pressure_bin: float = 10.): From a09f9892ce6c8dabc2a218265fbaeda2dd3d0562 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 17 Nov 2021 12:04:56 +0100 Subject: [PATCH 15/37] Update xarray.py --- argopy/xarray.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index c95db420..d8dc9fd2 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -69,21 +69,21 @@ def __init__(self, xarray_obj): raise InvalidDatasetStructure("Argo dataset structure not recognised") def __repr__(self): - import xarray.core.formatting as xrf + # import xarray.core.formatting as xrf + # col_width = xrf._calculate_col_width(xrf._get_col_items(self._obj.variables)) + # max_rows = xr.core.options.OPTIONS["display_max_rows"] summary = ["".format(type(self._obj).__name__)] if self._type == "profile": summary.append("This is a collection of Argo profiles") summary.append("N_PROF(%i) x N_LEVELS(%i) ~ N_POINTS(%i)" % (self.N_PROF, self.N_LEVELS, self.N_POINTS)) + elif self._type == "point": summary.append("This is a collection of Argo points") summary.append("N_POINTS(%i) ~ N_PROF(%i) x N_LEVELS(%i)" % (self.N_POINTS, self.N_PROF, self.N_LEVELS)) - col_width = xrf._calculate_col_width(xrf._get_col_items(self._obj.variables)) - # max_rows = xr.core.options.OPTIONS["display_max_rows"] - - dims_start = xrf.pretty_print("Dimensions:", col_width) - summary.append("{}({})".format(dims_start, xrf.dim_summary(self._obj))) + # dims_start = xrf.pretty_print("Dimensions:", col_width) + # summary.append("{}({})".format(dims_start, xrf.dim_summary(self._obj))) return "\n".join(summary) From a7d08cf58e6620677da9221f3857847c6ccd7360 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 17 Nov 2021 13:17:32 +0100 Subject: [PATCH 16/37] Update xarray.py fix bug where the Matlab output was not from the pressure re-aligned dataset --- argopy/xarray.py | 36 ++++++++++++++++++++++++++---------- 1 file changed, 26 insertions(+), 10 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index d8dc9fd2..16c3bfa2 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1348,6 +1348,19 @@ def create_float_source(self, file_name, force: str = 'default'): if force not in ['default', 'raw', 'adjusted']: raise OptionValueError("force option must be 'default', 'raw' or 'adjusted'.") + def ds2mat(this_dsp): + # Return a Matlab dictionary with dataset data to be used by savemat: + mdata = {} + mdata['PROFILE_NO'] = this_dsp['PROFILE_NO'].astype('uint8').values.T[np.newaxis, :] # 1-based index in Matlab + mdata['DATES'] = this_dsp['DATES'].values.T[np.newaxis, :] + mdata['LAT'] = this_dsp['LAT'].values.T[np.newaxis, :] + mdata['LONG'] = this_dsp['LONG'].values.T[np.newaxis, :] + mdata['PRES'] = this_dsp['PRES'].values + mdata['TEMP'] = this_dsp['TEMP'].values + mdata['PTMP'] = this_dsp['PTMP'].values + mdata['SAL'] = this_dsp['SAL'].values + return mdata + def pretty_print_count(dd, txt): # if dd.argo._type == "point": # np = len(dd['N_POINTS'].values) @@ -1444,9 +1457,11 @@ def replace_i_prof_values(this_da, i_prof, new_values): dsp_aligned[var] = replace_i_prof_values(dsp_aligned[var], i_prof, v_align) dsp_aligned[var].attrs = this[var].attrs - dsp_aligned = dsp_aligned.rename({'m_aligned': 'm'}) + # Remove last vertical index full of NaNs + dsp_aligned = dsp_aligned.isel(m_aligned=range(0,len(dsp_aligned['m_aligned'])-1)) # Manage output: + dsp_aligned = dsp_aligned.rename({'m_aligned': 'm'}) dsp_aligned.attrs = this.attrs return dsp_aligned @@ -1561,15 +1576,16 @@ def replace_i_prof_values(this_da, i_prof, new_values): this_dsp_processed = ds_align_pressure(this_dsp_processed, pressure_bins_start=bins, pressure_bin=10.) # Create Matlab dictionary with preprocessed data (to be used by savemat): - mdata = {} - mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') - mdata['DATES'] = DATES - mdata['LAT'] = LAT - mdata['LONG'] = LONG - mdata['PRES'] = PRES - mdata['TEMP'] = TEMP - mdata['PTMP'] = PTMP - mdata['SAL'] = SAL + # mdata = {} + # mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') + # mdata['DATES'] = DATES + # mdata['LAT'] = LAT + # mdata['LONG'] = LONG + # mdata['PRES'] = PRES + # mdata['TEMP'] = TEMP + # mdata['PTMP'] = PTMP + # mdata['SAL'] = SAL + mdata = ds2mat(this_dsp_processed) # Save it # savemat(file_name, mdata) From 9e96722ef3b7ecaca6bae7991504c52a1804ee1c Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Wed, 17 Nov 2021 14:20:48 +0100 Subject: [PATCH 17/37] Minor stuff Make sure to output longitude between 0-360 --- argopy/utilities.py | 1 - argopy/xarray.py | 13 ++----------- 2 files changed, 2 insertions(+), 12 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index 0c77ebc1..931c9244 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1478,7 +1478,6 @@ def wrap_longitude(grid_long): ------- array of longitude values that can extend past 360 """ - neg_long = np.argwhere(grid_long < 0) grid_long[neg_long] = grid_long[neg_long] + 360 diff --git a/argopy/xarray.py b/argopy/xarray.py index 16c3bfa2..664f3f86 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -15,7 +15,7 @@ with_gsw = False from argopy.utilities import linear_interpolation_remap, \ - is_list_equal, is_list_of_strings, toYearFraction, wrap_longitude + is_list_equal, is_list_of_strings, toYearFraction from argopy.errors import InvalidDatasetStructure, DataNotFound, OptionValueError @@ -1541,8 +1541,8 @@ def replace_i_prof_values(this_da, i_prof, new_values): PTMP = this['PTEMP'].values.T # (mxn) SAL = this['PSAL'].values.T # (mxn) LAT = this['LATITUDE'].values[np.newaxis, :] - # LONG = wrap_longitude(this['LONGITUDE'].values)[np.newaxis, :] LONG = this['LONGITUDE'].values[np.newaxis, :] + LONG[0][np.argwhere(LONG[0]<0)] = LONG[0][np.argwhere(LONG[0]<0)] + 360 PROFILE_NO = this['CYCLE_NUMBER'].values[np.newaxis, :] # Create dataset with preprocessed data: @@ -1576,15 +1576,6 @@ def replace_i_prof_values(this_da, i_prof, new_values): this_dsp_processed = ds_align_pressure(this_dsp_processed, pressure_bins_start=bins, pressure_bin=10.) # Create Matlab dictionary with preprocessed data (to be used by savemat): - # mdata = {} - # mdata['PROFILE_NO'] = PROFILE_NO.astype('uint8') - # mdata['DATES'] = DATES - # mdata['LAT'] = LAT - # mdata['LONG'] = LONG - # mdata['PRES'] = PRES - # mdata['TEMP'] = TEMP - # mdata['PTMP'] = PTMP - # mdata['SAL'] = SAL mdata = ds2mat(this_dsp_processed) # Save it From 0ae15b1b22300d8abc456995e1cf1f3db644a11e Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 18 Nov 2021 15:57:09 +0100 Subject: [PATCH 18/37] Fill in documentation - Add new section to the documentation (Data quality control) for the new methods - Modify the create_float_source to be able to handle dataset with more than one float ! Output file name are generated automatically, only the path/folder name can be provided --- argopy/xarray.py | 774 +++++++++++++++++++++------------- docs/api-hidden.rst | 6 + docs/data_manipulation.rst | 13 +- docs/data_quality_control.rst | 67 +++ docs/data_sources.rst | 3 + docs/index.rst | 6 +- docs/performances.rst | 3 + docs/whats-new.rst | 18 +- 8 files changed, 593 insertions(+), 297 deletions(-) create mode 100644 docs/data_quality_control.rst diff --git a/argopy/xarray.py b/argopy/xarray.py index 664f3f86..d4ee8f94 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1,3 +1,4 @@ +import os import sys import warnings @@ -14,8 +15,12 @@ except ModuleNotFoundError: with_gsw = False -from argopy.utilities import linear_interpolation_remap, \ - is_list_equal, is_list_of_strings, toYearFraction +from argopy.utilities import ( + linear_interpolation_remap, + is_list_equal, + is_list_of_strings, + toYearFraction, +) from argopy.errors import InvalidDatasetStructure, DataNotFound, OptionValueError @@ -29,16 +34,13 @@ class ArgoAccessor: Class registered under scope ``argo`` to access a :class:`xarray.Dataset` object. - Ensure all variables are of the Argo required dtype with: - - ds.argo.cast_types() + >>> ds.argo.cast_types() - Convert a collection of points into a collection of profiles: - - ds.argo.point2profile() + >>> ds.argo.point2profile() - Convert a collection of profiles to a collection of points: - - ds.argo.profile2point() + >>> ds.argo.profile2point() """ @@ -76,11 +78,17 @@ def __repr__(self): summary = ["".format(type(self._obj).__name__)] if self._type == "profile": summary.append("This is a collection of Argo profiles") - summary.append("N_PROF(%i) x N_LEVELS(%i) ~ N_POINTS(%i)" % (self.N_PROF, self.N_LEVELS, self.N_POINTS)) + summary.append( + "N_PROF(%i) x N_LEVELS(%i) ~ N_POINTS(%i)" + % (self.N_PROF, self.N_LEVELS, self.N_POINTS) + ) elif self._type == "point": summary.append("This is a collection of Argo points") - summary.append("N_POINTS(%i) ~ N_PROF(%i) x N_LEVELS(%i)" % (self.N_POINTS, self.N_PROF, self.N_LEVELS)) + summary.append( + "N_POINTS(%i) ~ N_PROF(%i) x N_LEVELS(%i)" + % (self.N_POINTS, self.N_PROF, self.N_LEVELS) + ) # dims_start = xrf.pretty_print("Dimensions:", col_width) # summary.append("{}({})".format(dims_start, xrf.dim_summary(self._obj))) @@ -103,7 +111,7 @@ def N_PROF(self): ) N_PROF = len(np.unique(dummy_argo_uid)) else: - N_PROF = len(np.unique(self._obj['N_PROF'])) + N_PROF = len(np.unique(self._obj["N_PROF"])) return N_PROF @property @@ -126,22 +134,22 @@ def N_LEVELS(self): dims="N_POINTS", coords={"N_POINTS": self._obj["N_POINTS"]}, ) - .groupby(dummy_argo_uid) - .sum() - .max() - .values + .groupby(dummy_argo_uid) + .sum() + .max() + .values ) else: - N_LEVELS = len(np.unique(self._obj['N_LEVELS'])) + N_LEVELS = len(np.unique(self._obj["N_LEVELS"])) return N_LEVELS @property def N_POINTS(self): """Number of measurement points""" if self._type == "profile": - N_POINTS = self.N_PROF*self.N_LEVELS + N_POINTS = self.N_PROF * self.N_LEVELS else: - N_POINTS = len(np.unique(self._obj['N_POINTS'])) + N_POINTS = len(np.unique(self._obj["N_POINTS"])) return N_POINTS def _add_history(self, txt): @@ -173,10 +181,10 @@ def _where(self, cond, other=xr.core.dtypes.NA, drop: bool = False): return this def cast_types(self): # noqa: C901 - """ Make sure variables are of the appropriate types + """ Make sure variables are of the appropriate types according to Argo - This is hard coded, but should be retrieved from an API somewhere - Should be able to handle all possible variables encountered in the Argo dataset + This is hard coded, but should be retrieved from an API somewhere. + Should be able to handle all possible variables encountered in the Argo dataset. """ ds = self._obj @@ -239,8 +247,7 @@ def cast_this(da, type): da.attrs["casted"] = 1 except Exception: print("Oops!", sys.exc_info()[0], "occurred.") - print("Fail to cast: ", da.dtype, - "into:", type, "for: ", da.name) + print("Fail to cast: ", da.dtype, "into:", type, "for: ", da.name) print("Encountered unique values:", np.unique(da)) return da @@ -338,12 +345,15 @@ def cast_this_da(da): return ds - def filter_data_mode(self, keep_error: bool = True, errors: str = "raise"): # noqa: C901 + def filter_data_mode( # noqa: C901 + self, keep_error: bool = True, errors: str = "raise" + ): """ Filter variables according to their data mode This filter applies to and For data mode 'R' and 'A': keep (eg: 'PRES', 'TEMP' and 'PSAL') + For data mode 'D': keep (eg: 'PRES_ADJUSTED', 'TEMP_ADJUSTED' and 'PSAL_ADJUSTED') Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in @@ -375,20 +385,25 @@ def safe_where_eq(xds, key, value): try: return xds.where(xds[key] == value, drop=True) except ValueError as v: - if v.args[0] == ("zero-size array to reduction operation " - "minimum which has no identity"): + if v.args[0] == ( + "zero-size array to reduction operation " + "minimum which has no identity" + ): # A bug in xarray will cause a ValueError if trying to # decode the times in a NetCDF file with length 0. # See: # https://github.com/pydata/xarray/issues/1329 # https://github.com/euroargodev/argopy/issues/64 # Here, we just need to return an empty array - TIME = xds['TIME'] - xds = xds.drop_vars('TIME') + TIME = xds["TIME"] + xds = xds.drop_vars("TIME") xds = xds.where(xds[key] == value, drop=True) - xds['TIME'] = xr.DataArray(np.arange(len(xds['N_POINTS'])), dims='N_POINTS', - attrs=TIME.attrs).astype(np.datetime64) - xds = xds.set_coords('TIME') + xds["TIME"] = xr.DataArray( + np.arange(len(xds["N_POINTS"])), + dims="N_POINTS", + attrs=TIME.attrs, + ).astype(np.datetime64) + xds = xds.set_coords("TIME") return xds def ds_split_datamode(xds): @@ -397,7 +412,7 @@ def ds_split_datamode(xds): Split full dataset into 3 datasets """ # Real-time: - argo_r = safe_where_eq(xds, 'DATA_MODE', 'R') + argo_r = safe_where_eq(xds, "DATA_MODE", "R") for v in plist: vname = v.upper() + "_ADJUSTED" if vname in argo_r: @@ -409,7 +424,7 @@ def ds_split_datamode(xds): if vname in argo_r: argo_r = argo_r.drop_vars(vname) # Real-time adjusted: - argo_a = safe_where_eq(xds, 'DATA_MODE', 'A') + argo_a = safe_where_eq(xds, "DATA_MODE", "A") for v in plist: vname = v.upper() if vname in argo_a: @@ -418,7 +433,7 @@ def ds_split_datamode(xds): if vname in argo_a: argo_a = argo_a.drop_vars(vname) # Delayed mode: - argo_d = safe_where_eq(xds, 'DATA_MODE', 'D') + argo_d = safe_where_eq(xds, "DATA_MODE", "D") return argo_r, argo_a, argo_d @@ -427,7 +442,9 @@ def fill_adjusted_nan(this_ds, vname): Ensure to have values even for bad QC data in delayed mode """ - ii = this_ds.where(np.isnan(this_ds[vname + "_ADJUSTED"]), drop=1)["N_POINTS"] + ii = this_ds.where(np.isnan(this_ds[vname + "_ADJUSTED"]), drop=1)[ + "N_POINTS" + ] this_ds[vname + "_ADJUSTED"].loc[dict(N_POINTS=ii)] = this_ds[vname].loc[ dict(N_POINTS=ii) ] @@ -458,10 +475,16 @@ def merge_this(a1, a2, a3): ) if keep_error: - DA_ERROR = xr.merge(( - this_argo_a[this_vname + "_ADJUSTED_ERROR"].rename(this_vname + "_ERROR"), - this_argo_d[this_vname + "_ADJUSTED_ERROR"].rename(this_vname + "_ERROR"), - )) + DA_ERROR = xr.merge( + ( + this_argo_a[this_vname + "_ADJUSTED_ERROR"].rename( + this_vname + "_ERROR" + ), + this_argo_d[this_vname + "_ADJUSTED_ERROR"].rename( + this_vname + "_ERROR" + ), + ) + ) DA = merge_this(DA, DA_QC, DA_ERROR) else: DA = xr.merge((DA, DA_QC)) @@ -536,7 +559,9 @@ def merge_this(a1, a2, a3): return final - def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask=False): # noqa: C901 + def filter_qc( # noqa: C901 + self, QC_list=[1, 2], QC_fields="all", drop=True, mode="all", mask=False + ): """ Filter data set according to QC values Filter the dataset to keep points where 'all' or 'any' of the QC fields has a value in the list of @@ -581,7 +606,7 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask this = self._obj # Extract QC fields: - if isinstance(QC_fields, str) and QC_fields == 'all': + if isinstance(QC_fields, str) and QC_fields == "all": QC_fields = [] for v in this.data_vars: if "QC" in v and "PROFILE" not in v: @@ -589,12 +614,19 @@ def filter_qc(self, QC_list=[1, 2], QC_fields='all', drop=True, mode="all", mask elif is_list_of_strings(QC_fields): for v in QC_fields: if v not in this.data_vars: - raise ValueError("%s not found in this dataset while trying to apply QC filter" % v) + raise ValueError( + "%s not found in this dataset while trying to apply QC filter" + % v + ) else: - raise ValueError("Invalid content for parameter 'QC_fields'. Use 'all' or a list of strings") + raise ValueError( + "Invalid content for parameter 'QC_fields'. Use 'all' or a list of strings" + ) - log.debug("filter_qc: Filtering dataset to keep points with QC in %s for '%s' fields in %s" % - (QC_list, mode, ",".join(QC_fields))) + log.debug( + "filter_qc: Filtering dataset to keep points with QC in %s for '%s' fields in %s" + % (QC_list, mode, ",".join(QC_fields)) + ) # log.debug("filter_qc: Filter applied to '%s' of the fields: %s" % (mode, ",".join(QC_fields))) QC_fields = this[QC_fields] @@ -991,12 +1023,17 @@ def teos10( # noqa: C901 if not with_gsw: raise ModuleNotFoundError("This functionality requires the gsw library") - allowed = ['SA', 'CT', 'SIG0', 'N2', 'PV', 'PTEMP', 'SOUND_SPEED', 'CNDC'] + allowed = ["SA", "CT", "SIG0", "N2", "PV", "PTEMP", "SOUND_SPEED", "CNDC"] if any(var not in allowed for var in vlist): - raise ValueError(f"vlist must be a subset of {allowed}, instead found {vlist}") + raise ValueError( + f"vlist must be a subset of {allowed}, instead found {vlist}" + ) if is_list_equal(vlist, ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"]): - warnings.warn("Default variables will be reduced to 'SA' and 'CT' in 0.1.9", category=FutureWarning) + warnings.warn( + "Default variables will be reduced to 'SA' and 'CT' in 0.1.9", + category=FutureWarning, + ) this = self._obj @@ -1006,11 +1043,11 @@ def teos10( # noqa: C901 this = this.argo.profile2point() # Get base variables as numpy arrays: - psal = this['PSAL'].values - temp = this['TEMP'].values - pres = this['PRES'].values - lon = this['LONGITUDE'].values - lat = this['LATITUDE'].values + psal = this["PSAL"].values + temp = this["TEMP"].values + pres = this["PRES"].values + lon = this["LONGITUDE"].values + lat = this["LATITUDE"].values # Coriolis f = gsw.f(lat) @@ -1051,63 +1088,65 @@ def mid(x): pv = f * n2 / gsw.grav(lat, pres) # Sound Speed: - if 'SOUND_SPEED' in vlist: + if "SOUND_SPEED" in vlist: cs = gsw.sound_speed(sa, ct, pres) # Back to the dataset: that = [] - if 'SA' in vlist: - SA = xr.DataArray(sa, coords=this['PSAL'].coords, name='SA') - SA.attrs['long_name'] = 'Absolute Salinity' - SA.attrs['standard_name'] = 'sea_water_absolute_salinity' - SA.attrs['unit'] = 'g/kg' + if "SA" in vlist: + SA = xr.DataArray(sa, coords=this["PSAL"].coords, name="SA") + SA.attrs["long_name"] = "Absolute Salinity" + SA.attrs["standard_name"] = "sea_water_absolute_salinity" + SA.attrs["unit"] = "g/kg" that.append(SA) - if 'CT' in vlist: - CT = xr.DataArray(ct, coords=this['TEMP'].coords, name='CT') - CT.attrs['long_name'] = 'Conservative Temperature' - CT.attrs['standard_name'] = 'sea_water_conservative_temperature' - CT.attrs['unit'] = 'degC' + if "CT" in vlist: + CT = xr.DataArray(ct, coords=this["TEMP"].coords, name="CT") + CT.attrs["long_name"] = "Conservative Temperature" + CT.attrs["standard_name"] = "sea_water_conservative_temperature" + CT.attrs["unit"] = "degC" that.append(CT) - if 'SIG0' in vlist: - SIG0 = xr.DataArray(sig0, coords=this['TEMP'].coords, name='SIG0') - SIG0.attrs['long_name'] = 'Potential density anomaly with reference pressure of 0 dbar' - SIG0.attrs['standard_name'] = 'sea_water_sigma_theta' - SIG0.attrs['unit'] = 'kg/m^3' + if "SIG0" in vlist: + SIG0 = xr.DataArray(sig0, coords=this["TEMP"].coords, name="SIG0") + SIG0.attrs[ + "long_name" + ] = "Potential density anomaly with reference pressure of 0 dbar" + SIG0.attrs["standard_name"] = "sea_water_sigma_theta" + SIG0.attrs["unit"] = "kg/m^3" that.append(SIG0) - if 'CNDC' in vlist: - CNDC = xr.DataArray(cndc, coords=this['TEMP'].coords, name='CNDC') - CNDC.attrs['long_name'] = 'Electrical Conductivity' - CNDC.attrs['standard_name'] = 'sea_water_electrical_conductivity' - CNDC.attrs['unit'] = 'mS/cm' + if "CNDC" in vlist: + CNDC = xr.DataArray(cndc, coords=this["TEMP"].coords, name="CNDC") + CNDC.attrs["long_name"] = "Electrical Conductivity" + CNDC.attrs["standard_name"] = "sea_water_electrical_conductivity" + CNDC.attrs["unit"] = "mS/cm" that.append(CNDC) - if 'N2' in vlist: - N2 = xr.DataArray(n2, coords=this['TEMP'].coords, name='N2') - N2.attrs['long_name'] = 'Squared buoyancy frequency' - N2.attrs['unit'] = '1/s^2' + if "N2" in vlist: + N2 = xr.DataArray(n2, coords=this["TEMP"].coords, name="N2") + N2.attrs["long_name"] = "Squared buoyancy frequency" + N2.attrs["unit"] = "1/s^2" that.append(N2) - if 'PV' in vlist: - PV = xr.DataArray(pv, coords=this['TEMP'].coords, name='PV') - PV.attrs['long_name'] = 'Planetary Potential Vorticity' - PV.attrs['unit'] = '1/m/s' + if "PV" in vlist: + PV = xr.DataArray(pv, coords=this["TEMP"].coords, name="PV") + PV.attrs["long_name"] = "Planetary Potential Vorticity" + PV.attrs["unit"] = "1/m/s" that.append(PV) - if 'PTEMP' in vlist: - PTEMP = xr.DataArray(pt, coords=this['TEMP'].coords, name='PTEMP') - PTEMP.attrs['long_name'] = 'Potential Temperature' - PTEMP.attrs['standard_name'] = 'sea_water_potential_temperature' - PTEMP.attrs['unit'] = 'degC' + if "PTEMP" in vlist: + PTEMP = xr.DataArray(pt, coords=this["TEMP"].coords, name="PTEMP") + PTEMP.attrs["long_name"] = "Potential Temperature" + PTEMP.attrs["standard_name"] = "sea_water_potential_temperature" + PTEMP.attrs["unit"] = "degC" that.append(PTEMP) - if 'SOUND_SPEED' in vlist: - CS = xr.DataArray(cs, coords=this['TEMP'].coords, name='SOUND_SPEED') - CS.attrs['long_name'] = 'Speed of sound' - CS.attrs['standard_name'] = 'speed_of_sound_in_sea_water' - CS.attrs['unit'] = 'm/s' + if "SOUND_SPEED" in vlist: + CS = xr.DataArray(cs, coords=this["TEMP"].coords, name="SOUND_SPEED") + CS.attrs["long_name"] = "Speed of sound" + CS.attrs["standard_name"] = "speed_of_sound_in_sea_water" + CS.attrs["unit"] = "m/s" that.append(CS) # Create a dataset with all new variables: @@ -1146,7 +1185,7 @@ def mid(x): else: return that - def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): + def filter_scalib_pres(self, force: str = "default", inplace: bool = True): """ Filter variables according to OWC salinity calibration software requirements By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, @@ -1166,10 +1205,13 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): force: str Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + Use force='raw' to force load of PRES/PSAL/TEMP + Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED inplace: boolean, True by default If True, return the filtered input :class:`xarray.Dataset` + If False, return a new :class:`xarray.Dataset` Returns @@ -1187,11 +1229,11 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): to_profile = True this = this.argo.profile2point() - if force == 'raw': + if force == "raw": # PRES/PSAL/TEMP are not changed # All ADJUSTED variables are removed (not required anymore, avoid confusion with variable content): this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) - elif force == 'adjusted': + elif force == "adjusted": # PRES/PSAL/TEMP are replaced by PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED for v in ["PRES", "PSAL", "TEMP"]: if "%s_ADJUSTED" % v in this.data_vars: @@ -1200,26 +1242,28 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): this["%s_QC" % v] = this["%s_ADJUSTED_QC" % v] else: raise InvalidDatasetStructure( - "%s_ADJUSTED not in this dataset. Tip: fetch data in 'expert' mode" % v) + "%s_ADJUSTED not in this dataset. Tip: fetch data in 'expert' mode" + % v + ) # All ADJUSTED variables are removed (not required anymore, avoid confusion with variable content): this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) else: # In default mode, we just need to do something if PRES_ADJUSTED is different from PRES, meaning # pressure was adjusted: - if np.any(this['PRES_ADJUSTED'] == this['PRES']): # Yes + if np.any(this["PRES_ADJUSTED"] == this["PRES"]): # Yes # We need to recompute salinity with adjusted pressur, so # Compute raw conductivity from raw salinity and raw pressure: - cndc = gsw.C_from_SP(this['PSAL'].values, - this['TEMP'].values, - this['PRES'].values) + cndc = gsw.C_from_SP( + this["PSAL"].values, this["TEMP"].values, this["PRES"].values + ) # Then recompute salinity with adjusted pressure: - sp = gsw.SP_from_C(cndc, - this['TEMP'].values, - this['PRES_ADJUSTED'].values) + sp = gsw.SP_from_C( + cndc, this["TEMP"].values, this["PRES_ADJUSTED"].values + ) # Now fill in filtered variables (no need to change TEMP): - this['PRES'] = this['PRES_ADJUSTED'] - this['PRES_QC'] = this['PRES_ADJUSTED_QC'] - this['PSAL'].values = sp + this["PRES"] = this["PRES_ADJUSTED"] + this["PRES_QC"] = this["PRES_ADJUSTED_QC"] + this["PSAL"].values = sp # Finally drop everything not required anymore: this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) @@ -1237,7 +1281,12 @@ def filter_scalib_pres(self, force: str = 'default', inplace: bool = True): else: return this - def subsample_pressure(self, pressure_bin_start: float = 0., pressure_bin: float = 10., inplace: bool = True): + def subsample_pressure( + self, + pressure_bin_start: float = 0.0, + pressure_bin: float = 10.0, + inplace: bool = True, + ): """ Subsample dataset along pressure bins Select vertical levels to keep max 1 level every 10db, starting from the surface (0db) @@ -1279,22 +1328,24 @@ def sub_this_one(pressure, db: int = 10, p0: float = 0): # Squeeze all profiles to 1 point every 10db (select deepest value per bins): this_dsp_lst = [] - for i_prof in this['N_PROF']: - up, ip = sub_this_one(this['PRES'].sel(N_PROF=i_prof), - p0=pressure_bin_start, - db=pressure_bin) + for i_prof in this["N_PROF"]: + up, ip = sub_this_one( + this["PRES"].sel(N_PROF=i_prof), p0=pressure_bin_start, db=pressure_bin + ) this_dsp_lst.append(this.sel(N_PROF=i_prof).isel(N_LEVELS=ip)) # Reset N_LEVELS index N_LEVELS = 0 for ids, this_dsp in enumerate(this_dsp_lst): - maxn = this_dsp['N_LEVELS'].shape[0] + maxn = this_dsp["N_LEVELS"].shape[0] N_LEVELS = np.max([N_LEVELS, maxn]) - this_dsp_lst[ids] = this_dsp_lst[ids].assign_coords(N_LEVELS=np.arange(0, maxn)) + this_dsp_lst[ids] = this_dsp_lst[ids].assign_coords( + N_LEVELS=np.arange(0, maxn) + ) # Reconstruct the dataset: - final = xr.concat(this_dsp_lst, 'N_PROF') - if N_LEVELS != final['N_LEVELS'].shape[0]: + final = xr.concat(this_dsp_lst, "N_PROF") + if N_LEVELS != final["N_LEVELS"].shape[0]: raise ValueError("Something went wrong with vertical levels") # Manage output: @@ -1307,31 +1358,78 @@ def sub_this_one(pressure, db: int = 10, p0: float = 0): else: return final + def create_float_source(self, # noqa: C901 + path: str or os.PathLike = None, + force: str = "default", + file_pref: str = '', + file_suff: str = '', + format: str = '5', + do_compression: bool = True, + debug_output: bool = False): + """ Preprocess data for OWC softwares calibration - def create_float_source(self, file_name, force: str = 'default'): - """ Create a Matlab file to start the OWC analysis workflow + This method can create a FLOAT SOURCE file (i.e. the .mat file that usually goes into /float_source/) for OWC software. + The FLOAT SOURCE file is saved as ``/.mat`` where the ``float_WMO`` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. - From an Argo xarray dataset (as returned by argopy), create a Matlab file to start the OWC analysis workflow. + By default, variables loaded are raw PRES, PSAL and TEMP. + If PRES is adjusted, variables loaded are PRES_ADJUSTED, raw PSAL calibrated in pressure and raw TEMP. - Matlab file will have the following variables (n is the number of profiles, m is the number of vertical levels): - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed - nominal depth axis.) - TEMP (mxn, in-situ IPTS-90) - SAL (mxn, PSS-78) - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP - in IPTS-90 for calculation, e.g. sw_ptmp.m) - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) + You can force the program to load raw PRES, PSAL and TEMP whatever PRES is adjusted or not: + + >>> ds.argo.create_float_source(flt_name, force='raw') + + or you can force the program to load adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED + + >>> ds.argo.create_float_source(flt_name, force='adjusted') + + Pre-processing details: + + - select only ascending profiles + - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the deepest level + - filter variables according to the 'force' option (see above) + - filter variables according to QC flags: + + - Remove measurements where timestamp QC is >= 3 + - Keep measurements where pressure QC is anything but 3 + - Keep measurements where pressure, temperature or salinity QC are anything but 4 + + - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. Bounds inclusive. + - convert timestamp to fractional year + - convert longitudes to 0-360 + - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned pressure values. This can lead to modify the number of levels in the dataset Parameters ---------- - file_name, not used yet - force: str - Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. - Use force='raw' to force load of PRES/PSAL/TEMP - Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + path: str or path-like, optional + Path or folder name to which to save this Matlab file. If no path is provided, this function returns the resulting Matlab file as :class:`xarray.Dataset`. + force: {"default", "raw", "adjusted"}, default: "default" + If force='default' will load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + + If force='raw' will load PRES/PSAL/TEMP + + If force='adjusted' will load PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + file_pref: str, optional + Preffix to add at the beginning of output file(s). + file_suff: str, optional + Suffix to add at the end of output file(s). + do_compression: bool, optional + Whether or not to compress matrices on write. Default is True. + format: {'5', '4'}, string, optional + Matlab file format version. '5' (the default) for MATLAB 5 and up (to 7.2). Use '4' for MATLAB 4 .mat files. + + Returns + ------- + :class:`xarray.Dataset` + The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` is the number of vertical levels): + + - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) + - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) + - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) + - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal depth axis.) + - TEMP (mxn, in-situ IPTS-90) + - SAL (mxn, PSS-78) + - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation) + - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) """ this = self._obj @@ -1339,26 +1437,40 @@ def create_float_source(self, file_name, force: str = 'default'): # log.debug(np.unique(this['PSAL_QC'].values)) # log.debug("; ".join(["".join(v) for v in this.data_vars])) - if 'history' in this.attrs and 'DATA_MODE' in this.attrs['history'] and 'QC' in this.attrs['history']: + if ( + "history" in this.attrs + and "DATA_MODE" in this.attrs["history"] + and "QC" in this.attrs["history"] + ): # This is surely a dataset fetch with 'standard' mode, we can't deal with this, we need 'expert' file - raise InvalidDatasetStructure("Need a full Argo dataset to create OWC float source. " - "This dataset was probably loaded with a 'standard' user mode. " - "Try to fetch float data in 'expert' mode") + raise InvalidDatasetStructure( + "Need a full Argo dataset to create OWC float source. " + "This dataset was probably loaded with a 'standard' user mode. " + "Try to fetch float data in 'expert' mode" + ) + + if force not in ["default", "raw", "adjusted"]: + raise OptionValueError( + "force option must be 'default', 'raw' or 'adjusted'." + ) + + if len(np.unique(this['PLATFORM_NUMBER'])) > 1: + log.debug("Found more than one 1 float in this dataset, will split processing") - if force not in ['default', 'raw', 'adjusted']: - raise OptionValueError("force option must be 'default', 'raw' or 'adjusted'.") def ds2mat(this_dsp): # Return a Matlab dictionary with dataset data to be used by savemat: mdata = {} - mdata['PROFILE_NO'] = this_dsp['PROFILE_NO'].astype('uint8').values.T[np.newaxis, :] # 1-based index in Matlab - mdata['DATES'] = this_dsp['DATES'].values.T[np.newaxis, :] - mdata['LAT'] = this_dsp['LAT'].values.T[np.newaxis, :] - mdata['LONG'] = this_dsp['LONG'].values.T[np.newaxis, :] - mdata['PRES'] = this_dsp['PRES'].values - mdata['TEMP'] = this_dsp['TEMP'].values - mdata['PTMP'] = this_dsp['PTMP'].values - mdata['SAL'] = this_dsp['SAL'].values + mdata["PROFILE_NO"] = ( + this_dsp["PROFILE_NO"].astype("uint8").values.T[np.newaxis, :] + ) # 1-based index in Matlab + mdata["DATES"] = this_dsp["DATES"].values.T[np.newaxis, :] + mdata["LAT"] = this_dsp["LAT"].values.T[np.newaxis, :] + mdata["LONG"] = this_dsp["LONG"].values.T[np.newaxis, :] + mdata["PRES"] = this_dsp["PRES"].values + mdata["TEMP"] = this_dsp["TEMP"].values + mdata["PTMP"] = this_dsp["PTMP"].values + mdata["SAL"] = this_dsp["SAL"].values return mdata def pretty_print_count(dd, txt): @@ -1375,7 +1487,7 @@ def pretty_print_count(dd, txt): # out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) return "\n".join(out) - def ds_align_pressure(this, pressure_bins_start, pressure_bin: float = 10.): + def ds_align_pressure(this: xr.Dataset, pressure_bins_start, pressure_bin: float = 10.0): """ Create a new dataset where binned pressure values align on pressure index for all profiles This method is intended to be used after subsample_pressure @@ -1389,7 +1501,13 @@ def ds_align_pressure(this, pressure_bins_start, pressure_bin: float = 10.): ------ :class:`xarray.Dataset` """ - def align_pressure(pres_raw, pres_bins_start, pressure_bin: float = 10., fill_value: float = np.nan): + + def align_pressure( + pres_raw, + pres_bins_start, + pressure_bin: float = 10.0, + fill_value: float = np.nan, + ): """ Align pressure values along a given pressure axis For numpy arrays """ @@ -1402,7 +1520,9 @@ def align_pressure(pres_raw, pres_bins_start, pressure_bin: float = 10., fill_va ip = np.argwhere(ifound == 1) if len(ip) > 0: # ip_selected = ip[0][0] # Select the lowest pressure value in bins - ip_selected = ip[-1][-1] # Select the highest pressure value in bins + ip_selected = ip[-1][ + -1 + ] # Select the highest pressure value in bins pres_align[ip_insert] = pres_raw[ip_selected] index_array.append(ip_selected) ip_inserted.append(ip_insert) @@ -1411,7 +1531,7 @@ def align_pressure(pres_raw, pres_bins_start, pressure_bin: float = 10., fill_va return pres_align, index_array, ip_inserted def replace_i_prof_values(this_da, i_prof, new_values): - if this_da.dims == ('m', 'n') or this_da.dims == ('m_aligned', 'n'): + if this_da.dims == ("m", "n") or this_da.dims == ("m_aligned", "n"): values = this_da.values values[:, i_prof] = new_values this_da.values = values @@ -1421,165 +1541,241 @@ def replace_i_prof_values(this_da, i_prof, new_values): # Create an empty dataset with the correct nb of vertical levels for each (m,n) variables m_aligned = len(pressure_bins_start) - n = len(this['n']) - PRES_BINS = np.broadcast_to(pressure_bins_start[:, np.newaxis], (m_aligned, n)) - dsp_aligned = xr.DataArray(PRES_BINS, - dims=['m_aligned', 'n'], - coords={'m_aligned': np.arange(0, PRES_BINS.shape[0]), 'n': this['n']}, - name='PRES_BINS').to_dataset(promote_attrs=False) + n = len(this["n"]) + PRES_BINS = np.broadcast_to( + pressure_bins_start[:, np.newaxis], (m_aligned, n) + ) + dsp_aligned = xr.DataArray( + PRES_BINS, + dims=["m_aligned", "n"], + coords={"m_aligned": np.arange(0, PRES_BINS.shape[0]), "n": this["n"]}, + name="PRES_BINS", + ).to_dataset(promote_attrs=False) for v in this.data_vars: - if this[v].dims == ('n',): + if this[v].dims == ("n",): # print('1D:', v) dsp_aligned[v] = this[v] - if this[v].dims == ('m', 'n'): + if this[v].dims == ("m", "n"): # print("2D:", v) - dsp_aligned[v] = xr.DataArray(np.full_like(PRES_BINS, np.nan), - dims=['m_aligned', 'n'], - coords={'m_aligned': np.arange(0, PRES_BINS.shape[0]), - 'n': np.arange(0, PRES_BINS.shape[1])}, - name=v) + dsp_aligned[v] = xr.DataArray( + np.full_like(PRES_BINS, np.nan), + dims=["m_aligned", "n"], + coords={ + "m_aligned": np.arange(0, PRES_BINS.shape[0]), + "n": np.arange(0, PRES_BINS.shape[1]), + }, + name=v, + ) # Align pressure/field values for each profiles: - for i_prof in dsp_aligned['n']: + for i_prof in dsp_aligned["n"]: assert this.isel(n=i_prof) == dsp_aligned.isel(n=i_prof) - p0 = this.isel(n=i_prof)['PRES'].values - pres_align, index_array, ip_inserted = align_pressure(p0, pressure_bins_start, pressure_bin) + p0 = this.isel(n=i_prof)["PRES"].values + pres_align, index_array, ip_inserted = align_pressure( + p0, pressure_bins_start, pressure_bin + ) pres_align = np.round(pres_align, 2) - dsp_aligned['PRES'] = replace_i_prof_values(dsp_aligned['PRES'], i_prof, pres_align) + dsp_aligned["PRES"] = replace_i_prof_values( + dsp_aligned["PRES"], i_prof, pres_align + ) for var in this.data_vars: - if this[var].dims == ('m', 'n'): + if this[var].dims == ("m", "n"): v0 = this.isel(n=i_prof)[var].values v_align = dsp_aligned.isel(n=i_prof)[var].values v_align[ip_inserted] = v0[index_array] - dsp_aligned[var] = replace_i_prof_values(dsp_aligned[var], i_prof, v_align) + dsp_aligned[var] = replace_i_prof_values( + dsp_aligned[var], i_prof, v_align + ) dsp_aligned[var].attrs = this[var].attrs # Remove last vertical index full of NaNs - dsp_aligned = dsp_aligned.isel(m_aligned=range(0,len(dsp_aligned['m_aligned'])-1)) + dsp_aligned = dsp_aligned.isel( + m_aligned=range(0, len(dsp_aligned["m_aligned"]) - 1) + ) # Manage output: - dsp_aligned = dsp_aligned.rename({'m_aligned': 'm'}) + dsp_aligned = dsp_aligned.rename({"m_aligned": "m"}) dsp_aligned.attrs = this.attrs + dsp_aligned = dsp_aligned.drop_vars(['PRES_BINS']) return dsp_aligned - # Add potential temperature: - if 'PTEMP' not in this: - this = this.argo.teos10(vlist=['PTEMP'], inplace=True) - # log.debug(np.unique(this['PSAL_QC'].values)) - - # Only use Ascending profiles: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 - this = this.argo._where(this['DIRECTION'] == 'A', drop=True) - # this = this.argo.cast_types() - log.debug(pretty_print_count(this, "after direction selection")) - # log.debug(np.unique(this['PSAL_QC'].values)) - - # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 - - # Subsample vertical levels (max 1 level every 10db): - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 - this = this.argo.subsample_pressure(inplace=False) - log.debug(pretty_print_count(this, "after vertical levels subsampling")) - # log.debug(np.unique(this['PSAL_QC'].values)) - - # Filter variables according to OWC workflow - # (I don't understand why this come at the end of the Matlab routine ...) - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 - this = this.argo.filter_scalib_pres(force=force, inplace=False) - log.debug(pretty_print_count(this, "after pressure fields selection")) - # log.debug(np.unique(this['PSAL_QC'].values)) - - # Filter along some QC: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 - this = this.argo.filter_qc(QC_list=[0, 1, 2], - QC_fields=['TIME_QC'], - drop=True) # Matlab says to reject > 3 - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L420 - this = this.argo.filter_qc(QC_list=[v for v in range(10) if v != 3], - QC_fields=['PRES_QC'], - drop=True) # Matlab says to keep != 3 - this = this.argo.filter_qc(QC_list=[v for v in range(10) if v != 4], - QC_fields=['PRES_QC', 'TEMP_QC', 'PSAL_QC'], - drop=True, mode='any') # Matlab says to keep != 4 - if len(this['N_POINTS']) == 0: - raise DataNotFound( - 'All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or' - ' PRES_QC is filled with 3 or 4\n' - 'NO SOURCE FILE WILL BE GENERATED !!!') - log.debug(pretty_print_count(this, "after QC filter")) - - # Exclude dummies - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 - this = this.argo._where(this['PSAL'] <= 50, drop=True)\ - .argo._where(this['PSAL'] >= 0, drop=True) \ - .argo._where(this['PTEMP'] <= 50, drop=True)\ - .argo._where(this['PTEMP'] >= -10, drop=True) \ - .argo._where(this['PRES'] <= 6000, drop=True)\ - .argo._where(this['PRES'] >= 0, drop=True) - if len(this['N_POINTS']) == 0: - raise DataNotFound( - 'All data have been discarded because they are filled with values out of range\n' - 'NO SOURCE FILE WILL BE GENERATED !!!') - log.debug(pretty_print_count(this, "after dummy values exclusion")) - # log.debug(np.unique(this['PSAL_QC'].values)) + def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = None, debug_output: bool = False): + """ Run the entire preprocessing on a given dataset with one float data """ + + # Add potential temperature: + if "PTEMP" not in this_one: + this_one = this_one.argo.teos10(vlist=["PTEMP"], inplace=True) + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Only use Ascending profiles: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 + this_one = this_one.argo._where(this_one["DIRECTION"] == "A", drop=True) + # this_one = this_one.argo.cast_types() + log.debug(pretty_print_count(this_one, "after direction selection")) + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 + + # Subsample vertical levels (max 1 level every 10db): + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + this_one = this_one.argo.subsample_pressure(inplace=False) + log.debug(pretty_print_count(this_one, "after vertical levels subsampling")) + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Filter variables according to OWC workflow + # (I don't understand why this_one come at the end of the Matlab routine ...) + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 + this_one = this_one.argo.filter_scalib_pres(force=force, inplace=False) + log.debug(pretty_print_count(this_one, "after pressure fields selection")) + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Filter along some QC: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 + this_one = this_one.argo.filter_qc( + QC_list=[0, 1, 2], QC_fields=["TIME_QC"], drop=True + ) # Matlab says to reject > 3 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L420 + this_one = this_one.argo.filter_qc( + QC_list=[v for v in range(10) if v != 3], QC_fields=["PRES_QC"], drop=True + ) # Matlab says to keep != 3 + this_one = this_one.argo.filter_qc( + QC_list=[v for v in range(10) if v != 4], + QC_fields=["PRES_QC", "TEMP_QC", "PSAL_QC"], + drop=True, + mode="any", + ) # Matlab says to keep != 4 + if len(this_one["N_POINTS"]) == 0: + raise DataNotFound( + "All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or" + " PRES_QC is filled with 3 or 4\n" + "NO SOURCE FILE WILL BE GENERATED !!!" + ) + log.debug(pretty_print_count(this_one, "after QC filter")) + + # Exclude dummies + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 + this_one = ( + this_one.argo._where(this_one["PSAL"] <= 50, drop=True) + .argo._where(this_one["PSAL"] >= 0, drop=True) + .argo._where(this_one["PTEMP"] <= 50, drop=True) + .argo._where(this_one["PTEMP"] >= -10, drop=True) + .argo._where(this_one["PRES"] <= 6000, drop=True) + .argo._where(this_one["PRES"] >= 0, drop=True) + ) + if len(this_one["N_POINTS"]) == 0: + raise DataNotFound( + "All data have been discarded because they are filled with values out of range\n" + "NO SOURCE FILE WILL BE GENERATED !!!" + ) + log.debug(pretty_print_count(this_one, "after dummy values exclusion")) + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Transform measurements to a collection of profiles for Matlab-like formation: + this_one = this_one.argo.point2profile() + # log.debug(np.unique(this_one['PSAL_QC'].values)) + + # Compute fractional year: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 + DATES = np.array( + [toYearFraction(d) for d in pd.to_datetime(this_one["TIME"].values)] + )[np.newaxis, :] + + # Read measurements: + PRES = this_one["PRES"].values.T # (mxn) + TEMP = this_one["TEMP"].values.T # (mxn) + PTMP = this_one["PTEMP"].values.T # (mxn) + SAL = this_one["PSAL"].values.T # (mxn) + LAT = this_one["LATITUDE"].values[np.newaxis, :] + LONG = this_one["LONGITUDE"].values[np.newaxis, :] + LONG[0][np.argwhere(LONG[0] < 0)] = LONG[0][np.argwhere(LONG[0] < 0)] + 360 + PROFILE_NO = this_one["CYCLE_NUMBER"].values[np.newaxis, :] + + # Create dataset with preprocessed data: + this_one_dsp_processed = xr.DataArray( + PRES, + dims=["m", "n"], + coords={"m": np.arange(0, PRES.shape[0]), "n": np.arange(0, PRES.shape[1])}, + name="PRES", + ).to_dataset(promote_attrs=False) + this_one_dsp_processed["TEMP"] = xr.DataArray( + TEMP, + dims=["m", "n"], + coords={"m": np.arange(0, TEMP.shape[0]), "n": np.arange(0, TEMP.shape[1])}, + name="TEMP", + ) + this_one_dsp_processed["PTMP"] = xr.DataArray( + PTMP, + dims=["m", "n"], + coords={"m": np.arange(0, PTMP.shape[0]), "n": np.arange(0, PTMP.shape[1])}, + name="PTMP", + ) + this_one_dsp_processed["SAL"] = xr.DataArray( + SAL, + dims=["m", "n"], + coords={"m": np.arange(0, SAL.shape[0]), "n": np.arange(0, SAL.shape[1])}, + name="SAL", + ) + this_one_dsp_processed["PROFILE_NO"] = xr.DataArray( + PROFILE_NO[0, :], + dims=["n"], + coords={"n": np.arange(0, PROFILE_NO.shape[1])}, + name="PROFILE_NO", + ) + this_one_dsp_processed["DATES"] = xr.DataArray( + DATES[0, :], + dims=["n"], + coords={"n": np.arange(0, DATES.shape[1])}, + name="DATES", + ) + this_one_dsp_processed["LAT"] = xr.DataArray( + LAT[0, :], dims=["n"], coords={"n": np.arange(0, LAT.shape[1])}, name="LAT" + ) + this_one_dsp_processed["LONG"] = xr.DataArray( + LONG[0, :], + dims=["n"], + coords={"n": np.arange(0, LONG.shape[1])}, + name="LONG", + ) + this_one_dsp_processed["m"].attrs = {"long_name": "vertical levels"} + this_one_dsp_processed["n"].attrs = {"long_name": "profiles"} + + # Put all pressure measurements at the same index levels + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 + bins = np.arange(0.0, np.max(this_one_dsp_processed["PRES"]) + 10.0, 10.0) + this_one_dsp_processed = ds_align_pressure( + this_one_dsp_processed, pressure_bins_start=bins, pressure_bin=10.0 + ) - # Transform measurements to a collection of profiles for Matlab-like formation: - this = this.argo.point2profile() - # log.debug(np.unique(this['PSAL_QC'].values)) + # Create Matlab dictionary with preprocessed data (to be used by savemat): + mdata = ds2mat(this_one_dsp_processed) - # Compute fractional year: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 - DATES = np.array([toYearFraction(d) for d in pd.to_datetime(this['TIME'].values)])[np.newaxis, :] - - # Read measurements: - PRES = this['PRES'].values.T # (mxn) - TEMP = this['TEMP'].values.T # (mxn) - PTMP = this['PTEMP'].values.T # (mxn) - SAL = this['PSAL'].values.T # (mxn) - LAT = this['LATITUDE'].values[np.newaxis, :] - LONG = this['LONGITUDE'].values[np.newaxis, :] - LONG[0][np.argwhere(LONG[0]<0)] = LONG[0][np.argwhere(LONG[0]<0)] + 360 - PROFILE_NO = this['CYCLE_NUMBER'].values[np.newaxis, :] - - # Create dataset with preprocessed data: - this_dsp_processed = xr.DataArray(PRES, dims=['m', 'n'], coords={'m': np.arange(0, PRES.shape[0]), - 'n': np.arange(0, PRES.shape[1])}, - name='PRES').to_dataset(promote_attrs=False) - this_dsp_processed['TEMP'] = xr.DataArray(TEMP, dims=['m', 'n'], coords={'m': np.arange(0, TEMP.shape[0]), - 'n': np.arange(0, TEMP.shape[1])}, - name='TEMP') - this_dsp_processed['PTMP'] = xr.DataArray(PTMP, dims=['m', 'n'], coords={'m': np.arange(0, PTMP.shape[0]), - 'n': np.arange(0, PTMP.shape[1])}, - name='PTMP') - this_dsp_processed['SAL'] = xr.DataArray(SAL, dims=['m', 'n'], coords={'m': np.arange(0, SAL.shape[0]), - 'n': np.arange(0, SAL.shape[1])}, - name='SAL') - this_dsp_processed['PROFILE_NO'] = xr.DataArray(PROFILE_NO[0, :], dims=['n'], - coords={'n': np.arange(0, PROFILE_NO.shape[1])}, - name='PROFILE_NO') - this_dsp_processed['DATES'] = xr.DataArray(DATES[0, :], dims=['n'], coords={'n': np.arange(0, DATES.shape[1])}, - name='DATES') - this_dsp_processed['LAT'] = xr.DataArray(LAT[0, :], dims=['n'], coords={'n': np.arange(0, LAT.shape[1])}, - name='LAT') - this_dsp_processed['LONG'] = xr.DataArray(LONG[0, :], dims=['n'], coords={'n': np.arange(0, LONG.shape[1])}, - name='LONG') - this_dsp_processed['m'].attrs = {'long_name': 'vertical levels'} - this_dsp_processed['n'].attrs = {'long_name': 'profiles'} - - # Put all pressure measurements at the same index levels - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 - bins = np.arange(0., np.max(this_dsp_processed['PRES']) + 10., 10.) - this_dsp_processed = ds_align_pressure(this_dsp_processed, pressure_bins_start=bins, pressure_bin=10.) - - # Create Matlab dictionary with preprocessed data (to be used by savemat): - mdata = ds2mat(this_dsp_processed) - - # Save it - # savemat(file_name, mdata) - - # Temporary output - return mdata, this_dsp_processed, this + # Output + log.debug("%s" % this_path) + if this_path is None: + if debug_output: + return mdata, this_one_dsp_processed, this_one # For debug/devel + else: + return this_one_dsp_processed + else: + from scipy.io import savemat + # Validity check of the path type is delegated to savemat + return savemat(this_path, mdata, appendmat=False, format=format, do_compression=do_compression) + + # Run pre-processing for each float data + output = {} + for WMO in np.unique(this['PLATFORM_NUMBER']): + log.debug("Preprocessing data for float WMO %i" % WMO) + this_float = this.argo._where(this['PLATFORM_NUMBER']==WMO, drop=True) + if path is None: + output[WMO] = preprocess_one_float(this_float, this_path=path, debug_output=debug_output) + else: + float_path = os.path.join(path, "%s%i%s.mat" % (file_pref, WMO, file_suff)) + preprocess_one_float(this_float, this_path=float_path, debug_output=debug_output) + output[WMO] = float_path + if path is None: + log.debug("===================== END create_float_source") + return output diff --git a/docs/api-hidden.rst b/docs/api-hidden.rst index 5325e79b..ba13c590 100644 --- a/docs/api-hidden.rst +++ b/docs/api-hidden.rst @@ -57,6 +57,12 @@ argopy.xarray.ArgoAccessor.profile2point argopy.xarray.ArgoAccessor.interp_std_levels argopy.xarray.ArgoAccessor.teos10 + argopy.xarray.ArgoAccessor.create_float_source + argopy.xarray.ArgoAccessor.filter_qc + argopy.xarray.ArgoAccessor.filter_data_mode + argopy.xarray.ArgoAccessor.filter_scalib_pres + argopy.xarray.ArgoAccessor.subsample_pressure + argopy.xarray.ArgoAccessor.cast_types argopy.plotters.open_dashboard argopy.plotters.bar_plot diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 22696247..87086a2c 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -1,6 +1,9 @@ Manipulating data ================= +.. contents:: Table of contents: + :local: + Once you fetched data, **argopy** comes with a handy :class:`xarray.Dataset` accessor namespace ``argo`` to perform specific manipulation of the data. This means that if your dataset is `ds`, then you can use `ds.argo` to access more **argopy** functions. Let's start with standard import: @@ -61,10 +64,12 @@ Note on the linear interpolation process : Filters ~~~~~~~ -If you fetched data with the ``expert`` mode, you may want to use -*filters* to help you curate the data. +If you fetched data with the ``expert`` mode, you may want to use *filters* to help you curate the data. + +- QC flag filter: :meth:`argopy.xarray.ArgoAccessor.filter_qc`. This method allows you to filter measurements according to QC flag values. This filter modifies all variables of the dataset. +- Data mode filter: :meth:`argopy.xarray.ArgoAccessor.filter_data_mode`. This method allows you to filter variables according to their data mode. This filter modifies the and variables of the dataset. +- OWC variables filter: :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`. This method allows you to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. -[To be added] Complementary data ------------------ @@ -72,7 +77,7 @@ Complementary data TEOS-10 variables ~~~~~~~~~~~~~~~~~ -You can compute additional ocean variables from `TEOS-10 `_. The default list of variables is: 'SA', 'CT', 'SIG0', 'N2', 'PV', 'PTEMP' ('SOUND_SPEED' is optional). `Simply raise an issue to add a new one `_. +You can compute additional ocean variables from `TEOS-10 `_. The default list of variables is: 'SA', 'CT', 'SIG0', 'N2', 'PV', 'PTEMP' ('SOUND_SPEED', 'CNDC' are optional). `Simply raise an issue to add a new one `_. This can be done using the :meth:`argopy.xarray.ArgoAccessor.teos10` method and indicating the list of variables you want to compute: diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst new file mode 100644 index 00000000..b0980c6b --- /dev/null +++ b/docs/data_quality_control.rst @@ -0,0 +1,67 @@ +.. _data_qc: + + +Data quality control +==================== + +**argopy** comes with handy methods to help you quality control measurements. This section is probably intended for `expert` users. + +Most of these methods are available through the :class:`xarray.Dataset` accessor namespace ``argo``. This means that if your dataset is `ds`, then you can use `ds.argo` to access more **argopy** functionalities. + +Let's start with import and set-up: + +.. ipython:: python + :okwarning: + + import os + os.makedirs('float_source', exist_ok=True) + + from argopy import DataFetcher as ArgoDataFetcher + + +Salinity calibration +-------------------- + +The Argo salinity calibration method is called OWC_, after the names of the core developers: Breck Owens, Anny Wong and Cecile Cabanes. +Historically, the OWC method has been implemented in `Matlab `_ . More recently a `python version has been developed `_. At this point, both software take as input a pre-processed version of the Argo float data to evaluate/calibrate. + +**argopy** is able to perform this preprocessing and to create a *float source* data to be used by OWC software. This is made by :meth:`argopy.xarray.ArgoAccessor.create_float_source`. + +First, you would need to fetch the Argo float data you want to calibrate, in `expert` mode: + +.. ipython:: python + :okwarning: + + ds = ArgoDataFetcher(mode='expert').float(6902766).load().data + +Then, to create the float source data is as simple as: + +.. ipython:: python + :okwarning: + + ds.argo.create_float_source("float_source") + +This will create the "float_source/6902766.mat" Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo `_ and ran with `this routine `_). + +.. note:: + If the dataset contains data from more than one float, several Matlab files are created, one for each float. This will allow you to prepare data from a collection of floats more easily. + +If you don't specify a path name, the method returns a dictionary with the float WMO as keys and pre-processed data (as :class:`xarray.Dataset`) as values. + +.. ipython:: python + :okwarning: + + ds_source = ds.argo.create_float_source() + ds_source + +See all options available for this method here: :meth:`argopy.xarray.ArgoAccessor.create_float_source`. + +**argopy** also provides an OWC variables filter named :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`. This method allows you to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. + +.. [OWC] See all the details about the OWC methodology in these references: +"An improved calibration method for the drift of the conductivity sensor on autonomous CTD profiling floats by θ–S climatology". +Deep-Sea Research Part I: Oceanographic Research Papers, 56(3), 450-457, 2009. https://doi.org/10.1016/j.dsr.2008.09.008 + +"Improvement of bias detection in Argo float conductivity sensors and its application in the North Atlantic". +Deep-Sea Research Part I: Oceanographic Research Papers, 114, 128-136, 2016. https://doi.org/10.1016/j.dsr.2016.05.007 + diff --git a/docs/data_sources.rst b/docs/data_sources.rst index f97e1463..d8523522 100644 --- a/docs/data_sources.rst +++ b/docs/data_sources.rst @@ -1,6 +1,9 @@ Data sources ============ +.. contents:: Table of contents: + :local: + Let's start with standard import: .. ipython:: python diff --git a/docs/index.rst b/docs/index.rst index 94acf722..33b84876 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -29,10 +29,11 @@ Documentation * :doc:`data_fetching` * :doc:`data_sources` * :doc:`data_manipulation` +* :doc:`visualisation` * :doc:`user_mode` * :doc:`metadata_fetching` -* :doc:`visualisation` * :doc:`performances` +* :doc:`data_quality_control` .. toctree:: :maxdepth: 2 @@ -42,10 +43,11 @@ Documentation data_fetching data_sources data_manipulation + visualisation user_mode metadata_fetching - visualisation performances + data_quality_control **Help & reference** diff --git a/docs/performances.rst b/docs/performances.rst index 2ee8ba12..8c6e85de 100644 --- a/docs/performances.rst +++ b/docs/performances.rst @@ -1,6 +1,9 @@ Performances ============ +.. contents:: Table of contents: + :local: + To improve **argopy** data fetching performances (in terms of time of retrieval), 2 solutions are available: diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 7ae06f92..b85d1a38 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -8,8 +8,22 @@ v0.1.9 (X XXX. 202X) **Features and front-end API** -- New methods to preprocessed data for OWC software. These methods can preprocessed Argo data in python and possibly create -float_source/.mat files to be used as inputs for OWC implementations in `Matlab `_ and `Python `_. +- New methods to preprocess data for OWC software. These methods can preprocessed Argo data in python and possibly create float_source/.mat files to be used as inputs for OWC implementations in `Matlab `_ and `Python `_. (:pr:`142`) by `G. Maze `_. + This new method comes with others improvements: + + - New ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, + - New ``subsample_pressure`` method to subsample a dataset down to one value by pressure bins, + - Improved ``filter_qc`` method to select which fields to consider, + - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. + +.. code-block:: python + + from argopy import DataFetcher as ArgoDataFetcher + ds = ArgoDataFetcher(mode='expert').float(6902766).load().data + ds.argo.create_float_source("float_source") + ds.argo.create_float_source("float_source", force='raw') + ds_source = ds.argo.create_float_source() + v0.1.8 (2 Nov. 2021) --------------------- From 7555e455a34b8130ad239780b3873c9510ae44a2 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Fri, 19 Nov 2021 09:35:45 +0100 Subject: [PATCH 19/37] Start dev of CI tests for new methods --- argopy/tests/test_utilities.py | 32 ++++++++++++++++++-- argopy/tests/test_xarray.py | 53 ++++++++++++++++++++++++++++++++-- argopy/xarray.py | 17 +++-------- 3 files changed, 84 insertions(+), 18 deletions(-) diff --git a/argopy/tests/test_utilities.py b/argopy/tests/test_utilities.py index 5c66484e..e328a783 100644 --- a/argopy/tests/test_utilities.py +++ b/argopy/tests/test_utilities.py @@ -22,7 +22,10 @@ is_list_of_strings, format_oneline, is_indexbox, check_wmo, is_wmo, - wmo2box + wmo2box, + modified_environ, + wrap_longitude, + toYearFraction, YearFraction_to_datetime ) from argopy.errors import InvalidFetcherAccessPoint, FtpPathError from argopy import DataFetcher as ArgoDataFetcher @@ -486,6 +489,14 @@ def test_check_wmo(): assert check_wmo(np.array((12345, 1234567), dtype='int')) == [12345, 1234567] +def test_modified_environ(): + os.environ["DUMMY_ENV_ARGOPY"] = 'initial' + with modified_environ(DUMMY_ENV_ARGOPY='toto'): + assert os.environ['DUMMY_ENV_ARGOPY'] == 'toto' + assert os.environ['DUMMY_ENV_ARGOPY'] == 'initial' + os.environ.pop('DUMMY_ENV_ARGOPY') + + def test_wmo2box(): with pytest.raises(ValueError): wmo2box(12) @@ -503,4 +514,21 @@ def complete_box(b): assert is_box(complete_box(wmo2box(1212))) assert is_box(complete_box(wmo2box(3324))) assert is_box(complete_box(wmo2box(5402))) - assert is_box(complete_box(wmo2box(7501))) \ No newline at end of file + assert is_box(complete_box(wmo2box(7501))) + + +def test_wrap_longitude(): + assert wrap_longitude(np.array([-20])) == 340 + assert wrap_longitude(np.array([40])) == 40 + assert np.all(np.equal(wrap_longitude(np.array([340, 20])), np.array([340, 380]))) + + +def test_toYearFraction(): + assert toYearFraction(pd.to_datetime('202001010000')) == 2020 + assert toYearFraction(pd.to_datetime('202001010000', utc=True)) == 2020 + assert toYearFraction(pd.to_datetime('202001010000')+pd.offsets.DateOffset(years=1)) == 2021 + + +def test_YearFraction_to_datetime(): + assert YearFraction_to_datetime(2020) == pd.to_datetime('202001010000') + assert YearFraction_to_datetime(2020+1) == pd.to_datetime('202101010000') \ No newline at end of file diff --git a/argopy/tests/test_xarray.py b/argopy/tests/test_xarray.py index ba31acd1..bd33dc3e 100644 --- a/argopy/tests/test_xarray.py +++ b/argopy/tests/test_xarray.py @@ -1,9 +1,14 @@ +import os import pytest import warnings +import numpy as np +import tempfile +import xarray as xr +import argopy from argopy import DataFetcher as ArgoDataFetcher -from argopy.errors import InvalidDatasetStructure -from . import requires_connected_erddap_phy +from argopy.errors import InvalidDatasetStructure, OptionValueError +from . import requires_connected_erddap_phy, requires_localftp @pytest.fixture(scope="module") @@ -19,7 +24,8 @@ def ds_pts(): data[user_mode] = ( ArgoDataFetcher(src="erddap", mode=user_mode) .region([-75, -55, 30.0, 40.0, 0, 100.0, "2011-01-01", "2011-01-15"]) - .to_xarray() + .load() + .data ) except Exception as e: warnings.warn("Error when fetching tests data: %s" % str(e.args)) @@ -126,3 +132,44 @@ def test_teos10_invalid_variable(self, ds_pts): that = that.argo.point2profile() with pytest.raises(ValueError): that.argo.teos10(["InvalidVariable"]) + + +@requires_localftp +class Test_create_float_source: + local_ftp = argopy.tutorial.open_dataset("localftp")[0] + + # expert_ds = ArgoDataFetcher(src="erddap", mode='expert').float([6903075, 3901915]).load().data + + def test_standard(self, ds_pts): + with tempfile.TemporaryDirectory() as testcachedir: + with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): + with pytest.raises(InvalidDatasetStructure): + ds = ArgoDataFetcher(src="localftp", mode='standard').float([6901929, 2901623]).load().data + ds.argo.create_float_source() + + def test_force(self): + with tempfile.TemporaryDirectory() as testcachedir: + with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): + expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([6901929]).load().data + + with pytest.raises(OptionValueError): + expert_ds.argo.create_float_source(force='dummy') + + ds_float_source = expert_ds.argo.create_float_source(path=None, force='default') + assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) + assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) + + ds_float_source = expert_ds.argo.create_float_source(path=None, force='raw') + assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) + assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) + + + def test_filecreate(self): + with tempfile.TemporaryDirectory() as testcachedir: + with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): + expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([6901929, 2901623]).load().data + + N_file = len(np.unique(expert_ds['PLATFORM_NUMBER'])) + with tempfile.TemporaryDirectory() as folder_output: + expert_ds.argo.create_float_source(path=folder_output) + assert len(os.listdir(folder_output)) == N_file diff --git a/argopy/xarray.py b/argopy/xarray.py index d4ee8f94..924d3822 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1433,9 +1433,6 @@ def create_float_source(self, # noqa: C901 """ this = self._obj - log.debug("===================== START create_float_source") - # log.debug(np.unique(this['PSAL_QC'].values)) - # log.debug("; ".join(["".join(v) for v in this.data_vars])) if ( "history" in this.attrs @@ -1454,10 +1451,11 @@ def create_float_source(self, # noqa: C901 "force option must be 'default', 'raw' or 'adjusted'." ) + log.debug("===================== START create_float_source in '%s' mode" % force) + if len(np.unique(this['PLATFORM_NUMBER'])) > 1: log.debug("Found more than one 1 float in this dataset, will split processing") - def ds2mat(this_dsp): # Return a Matlab dictionary with dataset data to be used by savemat: mdata = {} @@ -1608,14 +1606,11 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N # Add potential temperature: if "PTEMP" not in this_one: this_one = this_one.argo.teos10(vlist=["PTEMP"], inplace=True) - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Only use Ascending profiles: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 this_one = this_one.argo._where(this_one["DIRECTION"] == "A", drop=True) - # this_one = this_one.argo.cast_types() log.debug(pretty_print_count(this_one, "after direction selection")) - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 @@ -1624,14 +1619,12 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 this_one = this_one.argo.subsample_pressure(inplace=False) log.debug(pretty_print_count(this_one, "after vertical levels subsampling")) - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Filter variables according to OWC workflow # (I don't understand why this_one come at the end of the Matlab routine ...) # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 this_one = this_one.argo.filter_scalib_pres(force=force, inplace=False) log.debug(pretty_print_count(this_one, "after pressure fields selection")) - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Filter along some QC: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 @@ -1672,11 +1665,9 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N "NO SOURCE FILE WILL BE GENERATED !!!" ) log.debug(pretty_print_count(this_one, "after dummy values exclusion")) - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Transform measurements to a collection of profiles for Matlab-like formation: this_one = this_one.argo.point2profile() - # log.debug(np.unique(this_one['PSAL_QC'].values)) # Compute fractional year: # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 @@ -1754,7 +1745,7 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N mdata = ds2mat(this_one_dsp_processed) # Output - log.debug("%s" % this_path) + log.debug("float source data saved in: %s" % this_path) if this_path is None: if debug_output: return mdata, this_one_dsp_processed, this_one # For debug/devel @@ -1768,7 +1759,7 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N # Run pre-processing for each float data output = {} for WMO in np.unique(this['PLATFORM_NUMBER']): - log.debug("Preprocessing data for float WMO %i" % WMO) + log.debug("> Preprocessing data for float WMO %i" % WMO) this_float = this.argo._where(this['PLATFORM_NUMBER']==WMO, drop=True) if path is None: output[WMO] = preprocess_one_float(this_float, this_path=path, debug_output=debug_output) From 3e0b2e507ad767c926060a759143e9d1848a0fbc Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 23 Nov 2021 11:02:41 +0100 Subject: [PATCH 20/37] New groupby_remap, align_std_bins and complete redesign of create_float_source - Now use a xarray apply_ufunc to bin and align measurements (groupby_remap). This a new accessor method (align_std_bins) to be used even without create_float_source - Results are similar and obtained faster --- argopy/utilities.py | 90 +++++++++ argopy/xarray.py | 460 +++++++++++++++++++++++++++++++++++++++++++- 2 files changed, 547 insertions(+), 3 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index 931c9244..be9d8a6c 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -42,6 +42,7 @@ FtpPathError, InvalidFetcher, InvalidFetcherAccessPoint, + InvalidOption ) try: @@ -1541,3 +1542,92 @@ def wmo2box(wmo_id: int): box = [lon_min, lon_max, lat_min, lat_max] return box + + +def groupby_remap(z, data, z_regridded, z_dim=None, z_regridded_dim="regridded", output_dim="remapped", select='deep'): + """ todo: Need a docstring here !""" + + # sub-sampling called in xarray ufunc + def _subsample_bins(x, y, target_values): + # remove all nans from input x and y + idx = np.logical_or(np.isnan(x), np.isnan(y)) + x = x[~idx] + y = y[~idx] + # log.debug("x %s: %s" % (x.shape, x)) + # log.debug("y %s: %s" % (y.shape, y)) + # log.debug("target_values %s: %s" % (target_values.shape, target_values)) + + ifound = np.digitize(x, target_values, right=False) # ``bins[i-1] <= x < bins[i]`` + ifound -= 1 # Because digitize returns a 1-based indexing, we need to remove 1 + y_binned = np.ones_like(target_values) * np.nan + # log.debug("np.unique(ifound) %s" % np.unique(ifound)) + for ib, this_ibin in enumerate(np.unique(ifound)): + ix = np.where(ifound == this_ibin) + iselect = ix[-1] + + # Map to y value at specific x index in the bin: + if select == 'shallow': + iselect = iselect[0] # min/shallow + mapped_value = y[iselect] + elif select == 'deep': + iselect = iselect[-1] # max/deep + mapped_value = y[iselect] + elif select == 'middle': + iselect = iselect[np.where(x[iselect] >= np.median(x[iselect]))[0][0]] # median/middle + mapped_value = y[iselect] + elif select == 'random': + iselect = iselect[np.random.randint(len(iselect))] + mapped_value = y[iselect] + + # Map to y statistics in the bin: + elif select == 'mean': + mapped_value = np.nanmean(y[iselect]) + elif select == 'min': + mapped_value = np.nanmin(y[iselect]) + elif select == 'max': + mapped_value = np.nanmax(y[iselect]) + elif select == 'median': + mapped_value = np.median(y[iselect]) + + else: + raise InvalidOption("`select` option has invalid value (%s)" % select) + + y_binned[this_ibin] = mapped_value + + return y_binned + + # infer dim from input + if z_dim is None: + if len(z.dims) != 1: + raise RuntimeError("if z_dim is not specified, x must be a 1D array.") + dim = z.dims[0] + else: + dim = z_dim + + # if dataset is passed drop all data_vars that dont contain dim + if isinstance(data, xr.Dataset): + raise ValueError("Dataset input is not supported yet") + # TODO: for a dataset input just apply the function for each appropriate array + + if version.parse(xr.__version__) > version.parse("0.15.0"): + kwargs = dict( + input_core_dims=[[dim], [dim], [z_regridded_dim]], + output_core_dims=[[output_dim]], + vectorize=True, + dask="parallelized", + output_dtypes=[data.dtype], + dask_gufunc_kwargs={'output_sizes': {output_dim: len(z_regridded[z_regridded_dim])}}, + ) + else: + kwargs = dict( + input_core_dims=[[dim], [dim], [z_regridded_dim]], + output_core_dims=[[output_dim]], + vectorize=True, + dask="parallelized", + output_dtypes=[data.dtype], + output_sizes={output_dim: len(z_regridded[z_regridded_dim])}, + ) + remapped = xr.apply_ufunc(_subsample_bins, z, data, z_regridded, **kwargs) + + remapped.coords[output_dim] = z_regridded.rename({z_regridded_dim: output_dim}).coords[output_dim] + return remapped \ No newline at end of file diff --git a/argopy/xarray.py b/argopy/xarray.py index 924d3822..b422693b 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -20,6 +20,7 @@ is_list_equal, is_list_of_strings, toYearFraction, + groupby_remap ) from argopy.errors import InvalidDatasetStructure, DataNotFound, OptionValueError @@ -61,7 +62,7 @@ def __init__(self, xarray_obj): elif "N_POINTS" in self._dims: self._type = "point" else: - raise InvalidDatasetStructure("Argo dataset structure not recognised") + raise InvalidDatasetStructure("Argo dataset structure not recognised (dimensions N_PROF or N_POINTS not found)") if "PRES_ADJUSTED" in self._vars: self._mode = "expert" @@ -1319,7 +1320,7 @@ def subsample_pressure( to_point = True this = this.argo.point2profile() - def sub_this_one(pressure, db: int = 10, p0: float = 0): + def sub_this_one(pressure, db: float = 10, p0: float = 0): bins = np.arange(p0, np.max(pressure) + db, db) ip = np.digitize(pressure, bins, right=False) ii, ij = np.unique(ip, return_index=True) @@ -1358,7 +1359,7 @@ def sub_this_one(pressure, db: int = 10, p0: float = 0): else: return final - def create_float_source(self, # noqa: C901 + def create_float_source_v0(self, # noqa: C901 path: str or os.PathLike = None, force: str = "default", file_pref: str = '', @@ -1508,6 +1509,18 @@ def align_pressure( ): """ Align pressure values along a given pressure axis For numpy arrays + + For instance, if: + >>> pres_raw = [2.6, 7.2, 23.1] + >>> pres_bins_start = [0., 10., 20.] + >>> pressure_bin = 10. + + Then this function will return: + >>> pres_aligned, index_array, ip_inserted = align_pressure(pres_raw, pres_bins_start, pressure_bin) + >>> pres_aligned + [7.2, NaN, 23.1] + >>> pres_raw[index_array] # are raw pressure index selected to fill in bins + >>> pres_bins_start[ip_inserted] # are Bins filled with raw values """ pres_align = np.ones_like(pres_bins_start) * fill_value index_array = [] @@ -1600,6 +1613,12 @@ def replace_i_prof_values(this_da, i_prof, new_values): dsp_aligned = dsp_aligned.drop_vars(['PRES_BINS']) return dsp_aligned + def getfilled_bins(pressure, bins): + ip = np.digitize(np.unique(pressure), bins, right=False) + ii, ij = np.unique(ip, return_index=True) + ii = ii[np.where(ii - 1 > 0)] - 1 + return bins[ii] + def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = None, debug_output: bool = False): """ Run the entire preprocessing on a given dataset with one float data """ @@ -1737,6 +1756,7 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N # Put all pressure measurements at the same index levels # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 bins = np.arange(0.0, np.max(this_one_dsp_processed["PRES"]) + 10.0, 10.0) + # bins = getfilled_bins(this_one_dsp_processed["PRES"], bins) this_one_dsp_processed = ds_align_pressure( this_one_dsp_processed, pressure_bins_start=bins, pressure_bin=10.0 ) @@ -1770,3 +1790,437 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N if path is None: log.debug("===================== END create_float_source") return output + + + def align_std_bins(self, + pressure_bins: list or np.array, + fill_value: float = np.nan, + select: str = 'deep', + squeeze: bool = True, + axis: str = 'PRES'): + """ Returns a new dataset + + Parameters + ---------- + + Returns + ------- + :class:`xarray.Dataset` + """ + this_ds = self._obj + + # Will work with a collection of profiles: + to_point = False + if this_ds.argo._type == "point": + to_point = True + this_dsp = this_ds.argo.point2profile() + else: + this_dsp = this_ds.copy(deep=True) + + if (type(pressure_bins) is np.ndarray) | (type(pressure_bins) is list): + pressure_bins = np.array(pressure_bins) + if (np.any(sorted(pressure_bins) != pressure_bins)) | (np.any(pressure_bins < 0)): + raise ValueError( + "Standard bins must be a list or a numpy array of positive and sorted values" + ) + else: + raise ValueError( + "Standard bins must be a list or a numpy array of positive and sorted values" + ) + + # log.debug("pressure_bins: %s" % pressure_bins) + + # Adjust bins axis if we possibly need to squeeze empty bins: + h, bin_edges = np.histogram(np.unique(np.round(this_ds[axis], 1)), pressure_bins) + N_bins_empty = len(np.where(h == 0)[0]) + # check if any profile is left, ie if any profile match the requested bins + if N_bins_empty == len(h): + raise Warning( + "None of the profiles can be aligned (pressure values out of bins range)." + ) + return None + if N_bins_empty > 0 and squeeze: + pressure_bins = pressure_bins[np.where(h > 0)] + log.debug("squeezed pressure_bins: %s" % pressure_bins) + + # init + new_ds = [] + this_dsp = this_ds.copy(deep=True) + + # add new vertical dimensions, this has to be in the datasets to apply ufunc later + this_dsp["Z_LEVELS"] = xr.DataArray(pressure_bins, dims={"Z_LEVELS": pressure_bins}) + + # vars to align + if select in ["shallow", "deep", "middle", "random"]: + datavars = [ + dv + for dv in list(this_dsp.data_vars) + if set(["N_LEVELS", "N_PROF"]) == set(this_dsp[dv].dims) + ] + else: + datavars = [ + dv + for dv in list(this_dsp.data_vars) + if set(["N_LEVELS", "N_PROF"]) == set(this_dsp[dv].dims) + and "QC" not in dv + and "ERROR" not in dv + ] + + # All other variables: + othervars = [ + dv + for dv in list(this_dsp.variables) + if dv not in datavars + and dv not in this_dsp.coords + ] + + # Sub-sample and align: + for dv in datavars: + v = groupby_remap( + this_dsp[axis], + this_dsp[dv], + this_dsp["Z_LEVELS"], + z_dim="N_LEVELS", + z_regridded_dim="Z_LEVELS", + select=select + ) + v.name = this_dsp[dv].name + v.attrs = this_dsp[dv].attrs + new_ds.append(v) + + # Finish + new_ds = xr.merge(new_ds) + new_ds = new_ds.rename({"remapped": "N_LEVELS"}) + # Remove the last index fill of NaNs: + new_ds = new_ds.isel(N_LEVELS=range(0, len(new_ds['N_LEVELS']) - 1)) + # + new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] + new_ds["STD_%s_BINS" % axis].attrs = { + 'Comment': "Range of bins is: bins[i] <= x < bins[i+1] for i=[0,N_LEVELS-2]\n" + "Last bins is bins[N_LEVELS-1] <= x"} + new_ds = new_ds.set_coords("STD_%s_BINS" % axis) + new_ds = new_ds.assign_coords({'N_LEVELS': range(0, len(new_ds['N_LEVELS']))}) + new_ds.attrs = this_ds.attrs + + for dv in othervars: + new_ds[dv] = this_ds[dv] + + new_ds = new_ds.argo.cast_types() + new_ds = new_ds[np.sort(new_ds.data_vars)] + new_ds.attrs = this_ds.attrs # Preserve original attributes + new_ds.argo._add_history("Subsampled and re-aligned on standard bins") + + if to_point: + return new_ds.argo.profile2point() + else: + return new_ds + + + def create_float_source(self, # noqa: C901 + path: str or os.PathLike = None, + force: str = "default", + select: str = 'deep', + file_pref: str = '', + file_suff: str = '', + format: str = '5', + do_compression: bool = True, + debug_output: bool = False): + """ Preprocess data for OWC softwares calibration + + This method can create a FLOAT SOURCE file (i.e. the .mat file that usually goes into /float_source/) for OWC software. + The FLOAT SOURCE file is saved as ``/.mat`` where the ``float_WMO`` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. + + By default, variables loaded are raw PRES, PSAL and TEMP. + If PRES is adjusted, variables loaded are PRES_ADJUSTED, raw PSAL calibrated in pressure and raw TEMP. + + You can force the program to load raw PRES, PSAL and TEMP whatever PRES is adjusted or not: + + >>> ds.argo.create_float_source(flt_name, force='raw') + + or you can force the program to load adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED + + >>> ds.argo.create_float_source(flt_name, force='adjusted') + + Pre-processing details: + + - select only ascending profiles + - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the deepest level + - filter variables according to the 'force' option (see above) + - filter variables according to QC flags: + + - Remove measurements where timestamp QC is >= 3 + - Keep measurements where pressure QC is anything but 3 + - Keep measurements where pressure, temperature or salinity QC are anything but 4 + + - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. Bounds inclusive. + - convert timestamp to fractional year + - convert longitudes to 0-360 + - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned pressure values. This can lead to modify the number of levels in the dataset + + Parameters + ---------- + path: str or path-like, optional + Path or folder name to which to save this Matlab file. If no path is provided, this function returns the resulting Matlab file as :class:`xarray.Dataset`. + force: {"default", "raw", "adjusted"}, default: "default" + If force='default' will load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. + + If force='raw' will load PRES/PSAL/TEMP + + If force='adjusted' will load PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED + select: {'deep','shallow','middle','random','min','max','mean','median'}, default: 'deep' + file_pref: str, optional + Preffix to add at the beginning of output file(s). + file_suff: str, optional + Suffix to add at the end of output file(s). + do_compression: bool, optional + Whether or not to compress matrices on write. Default is True. + format: {'5', '4'}, string, optional + Matlab file format version. '5' (the default) for MATLAB 5 and up (to 7.2). Use '4' for MATLAB 4 .mat files. + + Returns + ------- + :class:`xarray.Dataset` + The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` is the number of vertical levels): + + - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) + - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) + - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) + - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal depth axis.) + - TEMP (mxn, in-situ IPTS-90) + - SAL (mxn, PSS-78) + - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation) + - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) + + """ + this = self._obj + + if ( + "history" in this.attrs + and "DATA_MODE" in this.attrs["history"] + and "QC" in this.attrs["history"] + ): + # This is surely a dataset fetch with 'standard' mode, we can't deal with this, we need 'expert' file + raise InvalidDatasetStructure( + "Need a full Argo dataset to create OWC float source. " + "This dataset was probably loaded with a 'standard' user mode. " + "Try to fetch float data in 'expert' mode" + ) + + if force not in ["default", "raw", "adjusted"]: + raise OptionValueError( + "force option must be 'default', 'raw' or 'adjusted'." + ) + + log.debug("===================== START create_float_source in '%s' mode" % force) + + if len(np.unique(this['PLATFORM_NUMBER'])) > 1: + log.debug("Found more than one 1 float in this dataset, will split processing") + + def ds2mat(this_dsp): + # Return a Matlab dictionary with dataset data to be used by savemat: + mdata = {} + mdata["PROFILE_NO"] = ( + this_dsp["PROFILE_NO"].astype("uint8").values.T[np.newaxis, :] + ) # 1-based index in Matlab + mdata["DATES"] = this_dsp["DATES"].values.T[np.newaxis, :] + mdata["LAT"] = this_dsp["LAT"].values.T[np.newaxis, :] + mdata["LONG"] = this_dsp["LONG"].values.T[np.newaxis, :] + mdata["PRES"] = this_dsp["PRES"].values + mdata["TEMP"] = this_dsp["TEMP"].values + mdata["PTMP"] = this_dsp["PTMP"].values + mdata["SAL"] = this_dsp["SAL"].values + return mdata + + def pretty_print_count(dd, txt): + # if dd.argo._type == "point": + # np = len(dd['N_POINTS'].values) + # nc = len(dd.argo.point2profile()['N_PROF'].values) + # else: + # np = len(dd.argo.profile2point()['N_POINTS'].values) + # nc = len(dd['N_PROF'].values) + out = [] + np, nc = dd.argo.N_POINTS, dd.argo.N_PROF + out.append("%i points / %i profiles in dataset %s" % (np, nc, txt)) + # np.unique(this['PSAL_QC'].values)) + # out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) + return "\n".join(out) + + def getfilled_bins(pressure, bins): + ip = np.digitize(np.unique(pressure), bins, right=False) + ii, ij = np.unique(ip, return_index=True) + ii = ii[np.where(ii - 1 > 0)] - 1 + return bins[ii] + + def preprocess_one_float(this_one: xr.Dataset, + this_path: str or os.PathLike = None, + select: str = 'deep', + debug_output: bool = False): + """ Run the entire preprocessing on a given dataset with one float data """ + + # Add potential temperature: + if "PTEMP" not in this_one: + this_one = this_one.argo.teos10(vlist=["PTEMP"], inplace=True) + + # Only use Ascending profiles: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 + this_one = this_one.argo._where(this_one["DIRECTION"] == "A", drop=True) + log.debug(pretty_print_count(this_one, "after direction selection")) + + # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 + + # # Subsample and align vertical levels (max 1 level every 10db): + # # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + # this_one = this_one.argo.align_std_bins(inplace=False) + # log.debug(pretty_print_count(this_one, "after vertical levels subsampling")) + + # Filter variables according to OWC workflow + # (I don't understand why this_one come at the end of the Matlab routine ...) + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 + this_one = this_one.argo.filter_scalib_pres(force=force, inplace=False) + log.debug(pretty_print_count(this_one, "after pressure fields selection")) + + # Filter along some QC: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 + this_one = this_one.argo.filter_qc( + QC_list=[0, 1, 2], QC_fields=["TIME_QC"], drop=True + ) # Matlab says to reject > 3 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L420 + this_one = this_one.argo.filter_qc( + QC_list=[v for v in range(10) if v != 3], QC_fields=["PRES_QC"], drop=True + ) # Matlab says to keep != 3 + this_one = this_one.argo.filter_qc( + QC_list=[v for v in range(10) if v != 4], + QC_fields=["PRES_QC", "TEMP_QC", "PSAL_QC"], + drop=True, + mode="any", + ) # Matlab says to keep != 4 + if len(this_one["N_POINTS"]) == 0: + raise DataNotFound( + "All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or" + " PRES_QC is filled with 3 or 4\n" + "NO SOURCE FILE WILL BE GENERATED !!!" + ) + log.debug(pretty_print_count(this_one, "after QC filter")) + + # Exclude dummies + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 + this_one = ( + this_one.argo._where(this_one["PSAL"] <= 50, drop=True) + .argo._where(this_one["PSAL"] >= 0, drop=True) + .argo._where(this_one["PTEMP"] <= 50, drop=True) + .argo._where(this_one["PTEMP"] >= -10, drop=True) + .argo._where(this_one["PRES"] <= 6000, drop=True) + .argo._where(this_one["PRES"] >= 0, drop=True) + ) + if len(this_one["N_POINTS"]) == 0: + raise DataNotFound( + "All data have been discarded because they are filled with values out of range\n" + "NO SOURCE FILE WILL BE GENERATED !!!" + ) + log.debug(pretty_print_count(this_one, "after dummy values exclusion")) + + # Transform measurements to a collection of profiles for Matlab-like formation: + this_one = this_one.argo.point2profile() + + # Subsample and align vertical levels (max 1 level every 10db): + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 + bins = np.arange(0.0, np.max(this_one["PRES"]) + 10.0, 10.0) + this_one = this_one.argo.align_std_bins(pressure_bins=bins, select=select, axis='PRES') + log.debug(pretty_print_count(this_one, "after vertical levels subsampling and re-alignment")) + + # Compute fractional year: + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 + DATES = np.array( + [toYearFraction(d) for d in pd.to_datetime(this_one["TIME"].values)] + )[np.newaxis, :] + + # Read measurements: + PRES = this_one["PRES"].values.T # (mxn) + TEMP = this_one["TEMP"].values.T # (mxn) + PTMP = this_one["PTEMP"].values.T # (mxn) + SAL = this_one["PSAL"].values.T # (mxn) + LAT = this_one["LATITUDE"].values[np.newaxis, :] + LONG = this_one["LONGITUDE"].values[np.newaxis, :] + LONG[0][np.argwhere(LONG[0] < 0)] = LONG[0][np.argwhere(LONG[0] < 0)] + 360 + PROFILE_NO = this_one["CYCLE_NUMBER"].values[np.newaxis, :] + + # Create dataset with preprocessed data: + this_one_dsp_processed = xr.DataArray( + PRES, + dims=["m", "n"], + coords={"m": np.arange(0, PRES.shape[0]), "n": np.arange(0, PRES.shape[1])}, + name="PRES", + ).to_dataset(promote_attrs=False) + this_one_dsp_processed["TEMP"] = xr.DataArray( + TEMP, + dims=["m", "n"], + coords={"m": np.arange(0, TEMP.shape[0]), "n": np.arange(0, TEMP.shape[1])}, + name="TEMP", + ) + this_one_dsp_processed["PTMP"] = xr.DataArray( + PTMP, + dims=["m", "n"], + coords={"m": np.arange(0, PTMP.shape[0]), "n": np.arange(0, PTMP.shape[1])}, + name="PTMP", + ) + this_one_dsp_processed["SAL"] = xr.DataArray( + SAL, + dims=["m", "n"], + coords={"m": np.arange(0, SAL.shape[0]), "n": np.arange(0, SAL.shape[1])}, + name="SAL", + ) + this_one_dsp_processed["PROFILE_NO"] = xr.DataArray( + PROFILE_NO[0, :], + dims=["n"], + coords={"n": np.arange(0, PROFILE_NO.shape[1])}, + name="PROFILE_NO", + ) + this_one_dsp_processed["DATES"] = xr.DataArray( + DATES[0, :], + dims=["n"], + coords={"n": np.arange(0, DATES.shape[1])}, + name="DATES", + ) + this_one_dsp_processed["LAT"] = xr.DataArray( + LAT[0, :], dims=["n"], coords={"n": np.arange(0, LAT.shape[1])}, name="LAT" + ) + this_one_dsp_processed["LONG"] = xr.DataArray( + LONG[0, :], + dims=["n"], + coords={"n": np.arange(0, LONG.shape[1])}, + name="LONG", + ) + this_one_dsp_processed["m"].attrs = {"long_name": "vertical levels"} + this_one_dsp_processed["n"].attrs = {"long_name": "profiles"} + + # Create Matlab dictionary with preprocessed data (to be used by savemat): + mdata = ds2mat(this_one_dsp_processed) + + # Output + log.debug("float source data saved in: %s" % this_path) + if this_path is None: + if debug_output: + return mdata, this_one_dsp_processed, this_one # For debug/devel + else: + return this_one_dsp_processed + else: + from scipy.io import savemat + # Validity check of the path type is delegated to savemat + return savemat(this_path, mdata, appendmat=False, format=format, do_compression=do_compression) + + # Run pre-processing for each float data + output = {} + for WMO in np.unique(this['PLATFORM_NUMBER']): + log.debug("> Preprocessing data for float WMO %i" % WMO) + this_float = this.argo._where(this['PLATFORM_NUMBER']==WMO, drop=True) + if path is None: + output[WMO] = preprocess_one_float(this_float, this_path=path, select=select, debug_output=debug_output) + else: + float_path = os.path.join(path, "%s%i%s.mat" % (file_pref, WMO, file_suff)) + preprocess_one_float(this_float, this_path=float_path, select=select, debug_output=debug_output) + output[WMO] = float_path + if path is None: + log.debug("===================== END create_float_source") + return output From 66af275888376833791d088980c7bc73d59dc844 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 23 Nov 2021 16:03:36 +0100 Subject: [PATCH 21/37] I think we're good ! --- argopy/utilities.py | 6 +- argopy/xarray.py | 146 +++++++++++++++++++++++++++++++++++++++++--- 2 files changed, 141 insertions(+), 11 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index be9d8a6c..e6af71c4 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1544,7 +1544,7 @@ def wmo2box(wmo_id: int): return box -def groupby_remap(z, data, z_regridded, z_dim=None, z_regridded_dim="regridded", output_dim="remapped", select='deep'): +def groupby_remap(z, data, z_regridded, z_dim=None, z_regridded_dim="regridded", output_dim="remapped", select='deep', right=False): """ todo: Need a docstring here !""" # sub-sampling called in xarray ufunc @@ -1557,7 +1557,7 @@ def _subsample_bins(x, y, target_values): # log.debug("y %s: %s" % (y.shape, y)) # log.debug("target_values %s: %s" % (target_values.shape, target_values)) - ifound = np.digitize(x, target_values, right=False) # ``bins[i-1] <= x < bins[i]`` + ifound = np.digitize(x, target_values, right=right) # ``bins[i-1] <= x < bins[i]`` ifound -= 1 # Because digitize returns a 1-based indexing, we need to remove 1 y_binned = np.ones_like(target_values) * np.nan # log.debug("np.unique(ifound) %s" % np.unique(ifound)) @@ -1579,7 +1579,7 @@ def _subsample_bins(x, y, target_values): iselect = iselect[np.random.randint(len(iselect))] mapped_value = y[iselect] - # Map to y statistics in the bin: + # or Map to y statistics in the bin: elif select == 'mean': mapped_value = np.nanmean(y[iselect]) elif select == 'min': diff --git a/argopy/xarray.py b/argopy/xarray.py index b422693b..3c5e935c 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1792,16 +1792,27 @@ def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = N return output - def align_std_bins(self, + def groupby_pressure_bins(self, pressure_bins: list or np.array, fill_value: float = np.nan, select: str = 'deep', squeeze: bool = True, + merge: bool = True, + right: bool = False, axis: str = 'PRES'): """ Returns a new dataset Parameters ---------- + pressure_bins + fill_value + select + squeeze: bool, default: True + Squeeze from the output bins without measurements + merge: bool, default: True + Optimize bins axis by merging levels with a single value with the nearest neighbor + right + axis Returns ------- @@ -1827,10 +1838,9 @@ def align_std_bins(self, raise ValueError( "Standard bins must be a list or a numpy array of positive and sorted values" ) - # log.debug("pressure_bins: %s" % pressure_bins) - # Adjust bins axis if we possibly need to squeeze empty bins: + # Adjust bins axis if we possibly have to squeeze empty bins: h, bin_edges = np.histogram(np.unique(np.round(this_ds[axis], 1)), pressure_bins) N_bins_empty = len(np.where(h == 0)[0]) # check if any profile is left, ie if any profile match the requested bins @@ -1841,7 +1851,121 @@ def align_std_bins(self, return None if N_bins_empty > 0 and squeeze: pressure_bins = pressure_bins[np.where(h > 0)] - log.debug("squeezed pressure_bins: %s" % pressure_bins) + log.debug("pressure_bins axis was squeezed to full bins only (%i bins found empty)" % N_bins_empty) + # log.debug("squeezed pressure_bins: %s" % pressure_bins) + + def replace_i_level_values(this_da, this_i_level, new_values_along_profiles): + if this_da.dims == ("N_PROF", "N_LEVELS"): + values = this_da.values + values[:, this_i_level] = new_values_along_profiles + this_da.values = values + else: + print(this_da.dims) + raise ValueError("Array not with expected 'N_PROF', 'N_LEVELS' shape") + return this_da + + def nanmerge(x, y): + z = x.copy() + for i, v in enumerate(x): + if np.isnan(v): + z[i] = y[i] + return z + + def merge_bin_matching_levels(this_ds): + # Merge pair of lines with the following pattern: + # nan, VAL, VAL, nan, VAL, VAL + # BINVAL, nan, nan, BINVAL, nan, nan + # This is due to the bins definition: bins[i] <= x < bins[i+1] + new_ds = this_ds.copy(deep=True) + idel = [] + for i_level in range(0, this_ds.argo.N_LEVELS - 1 - 1): + this_ds_up = this_ds['PRES'].isel(N_LEVELS=i_level) + pres_up = np.unique(this_ds_up[~np.isnan(this_ds_up)]) + + this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) + pres_dw = np.unique(this_ds_dw[~np.isnan(this_ds_dw)]) + if len(pres_dw) == 1 and pres_dw[0] in this_ds['STD_PRES_BINS'] and len( + np.unique(np.where(np.isnan(this_ds_up.values + this_ds_dw.values)))) == len(this_ds_up): + # print(i_level, pres_up, pres_dw) + # Merge these lines: + # new_values = np.nansum([this_ds_dw.values, this_ds_up.values], axis=0) + new_values = nanmerge(this_ds_dw.values, this_ds_up.values) + replace_i_level_values(new_ds['PRES'], i_level, new_values) + idel.append(i_level + 1) + + ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] + new_ds = new_ds.isel(N_LEVELS=ikeep) + new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) + val = new_ds['PRES'].values + new_ds['PRES'].values = np.where(val == 0, np.nan, val) + return new_ds + + def merge_single_value_levels(this_ds): + # Merge levels with a single value with the deeper layer + # Look for this pattern: + # VAL, VAL, VAL, nan, VAL, VAL + # nan, nan, nan, VAL, nan, nan + + new_ds = this_ds.copy(deep=True) + + i_levels_single_val = np.where(np.sum(np.where(np.isnan(new_ds['PRES']), 0, 1), 0) == 1)[0] + N_LEVELS = new_ds.argo.N_LEVELS + idel = [] + for i_level in i_levels_single_val: + if i_level + 1 < N_LEVELS: + # Merge with deeper level: + this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) + this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) + i_prof = np.where(~np.isnan(this_ds_level))[0][0] + if np.isnan(this_ds_dw[i_prof].values): + # new_values = np.nansum([this_ds_dw.values, this_ds_level.values], axis=0) + # new_values = np.where(new_values == 0, np.nan, new_values) + new_values = nanmerge(this_ds_level.values, this_ds_dw.values) + replace_i_level_values(new_ds['PRES'], i_level, new_values) + idel.append(i_level + 1) + elif i_level + 1 == N_LEVELS: + # Last level to be possibly merged with penultimate level: + this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) + this_ds_up = this_ds['PRES'].isel(N_LEVELS=i_level - 1) + i_prof = np.where(~np.isnan(this_ds_level))[0][0] + if np.isnan(this_ds_up[i_prof].values): + # new_values = np.nansum([this_ds_up.values, this_ds_level.values], axis=0) + # new_values = np.where(new_values == 0, np.nan, new_values) + new_values = nanmerge(this_ds_level.values, this_ds_up.values) + replace_i_level_values(new_ds['PRES'], i_level - 1, new_values) + idel.append(i_level) + + ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] + new_ds = new_ds.isel(N_LEVELS=ikeep) + new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) + val = new_ds['PRES'].values + new_ds['PRES'].values = np.where(val == 0, np.nan, val) + return new_ds + + def merge_all_matching_levels(this_ds): + # Merge any pair of levels with a "matching" pattern: + # VAL, VAL, VAL, nan, nan, VAL, nan, nan, + # nan, nan, nan, VAL, VAL, nan, VAL, nan + new_ds = this_ds.copy(deep=True) + + N_LEVELS = new_ds.argo.N_LEVELS + idel = [] + for i_level in range(0, N_LEVELS): + if i_level + 1 < N_LEVELS: + this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) + this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) + if len(np.unique(np.where(np.isnan(this_ds_level.values + this_ds_dw.values)))) == len( + this_ds_level): + new_values = nanmerge(this_ds_level.values, this_ds_dw.values) + replace_i_level_values(new_ds['PRES'], i_level, new_values) + idel.append(i_level + 1) + + ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] + new_ds = new_ds.isel(N_LEVELS=ikeep) + new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) + val = new_ds['PRES'].values + new_ds['PRES'].values = np.where(val == 0, np.nan, val) + return new_ds # init new_ds = [] @@ -1882,7 +2006,8 @@ def align_std_bins(self, this_dsp["Z_LEVELS"], z_dim="N_LEVELS", z_regridded_dim="Z_LEVELS", - select=select + select=select, + right=right ) v.name = this_dsp[dv].name v.attrs = this_dsp[dv].attrs @@ -1892,7 +2017,7 @@ def align_std_bins(self, new_ds = xr.merge(new_ds) new_ds = new_ds.rename({"remapped": "N_LEVELS"}) # Remove the last index fill of NaNs: - new_ds = new_ds.isel(N_LEVELS=range(0, len(new_ds['N_LEVELS']) - 1)) + # new_ds = new_ds.isel(N_LEVELS=range(0, len(new_ds['N_LEVELS']) - 1)) # new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] new_ds["STD_%s_BINS" % axis].attrs = { @@ -1908,7 +2033,12 @@ def align_std_bins(self, new_ds = new_ds.argo.cast_types() new_ds = new_ds[np.sort(new_ds.data_vars)] new_ds.attrs = this_ds.attrs # Preserve original attributes - new_ds.argo._add_history("Subsampled and re-aligned on standard bins") + new_ds.argo._add_history("Sub-sampled and re-aligned on standard bins") + + if merge: + new_ds = merge_bin_matching_levels(new_ds) + # new_ds = merge_single_value_levels(new_ds) + new_ds = merge_all_matching_levels(new_ds) if to_point: return new_ds.argo.profile2point() @@ -2127,7 +2257,7 @@ def preprocess_one_float(this_one: xr.Dataset, # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 bins = np.arange(0.0, np.max(this_one["PRES"]) + 10.0, 10.0) - this_one = this_one.argo.align_std_bins(pressure_bins=bins, select=select, axis='PRES') + this_one = this_one.argo.groupby_pressure_bins(pressure_bins=bins, select=select, axis='PRES') log.debug(pretty_print_count(this_one, "after vertical levels subsampling and re-alignment")) # Compute fractional year: From 91ca14937efe0c1cf102300112835d114bd4f5f3 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 23 Nov 2021 16:57:01 +0100 Subject: [PATCH 22/37] Refactoring and add docstrings --- argopy/xarray.py | 567 +++---------------------------------- docs/api-hidden.rst | 2 +- docs/data_manipulation.rst | 4 +- 3 files changed, 47 insertions(+), 526 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 3c5e935c..646b9656 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1282,541 +1282,58 @@ def filter_scalib_pres(self, force: str = "default", inplace: bool = True): else: return this - def subsample_pressure( - self, - pressure_bin_start: float = 0.0, - pressure_bin: float = 10.0, - inplace: bool = True, - ): - """ Subsample dataset along pressure bins - - Select vertical levels to keep max 1 level every 10db, starting from the surface (0db) - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ - # ow_source/create_float_source.m#L208 - - You can check the outcome of this filter by comparing the following figures: - plt.hist(ds['PRES'], bins=np.arange(0,100,1)) - plt.hist(subsample_pressure(ds)['PRES'], pressure_bin_start=0., pressure_bin=10.) - - Parameters - ---------- - pressure_bin_start: float - The shallowest pressure value to start bins - pressure_bin: float - Pressure bin size - inplace: boolean, True by default - If True, return the filtered input :class:`xarray.Dataset` - If False, return a new :class:`xarray.Dataset` - - Returns - ------- - :class:`xarray.Dataset` - """ - this = self._obj - - # Will work with a collection of profiles: - to_point = False - if this.argo._type == "point": - to_point = True - this = this.argo.point2profile() - - def sub_this_one(pressure, db: float = 10, p0: float = 0): - bins = np.arange(p0, np.max(pressure) + db, db) - ip = np.digitize(pressure, bins, right=False) - ii, ij = np.unique(ip, return_index=True) - ij = ij[np.where(ij - 1 > 0)] - 1 - return pressure[ij], ij - - # Squeeze all profiles to 1 point every 10db (select deepest value per bins): - this_dsp_lst = [] - for i_prof in this["N_PROF"]: - up, ip = sub_this_one( - this["PRES"].sel(N_PROF=i_prof), p0=pressure_bin_start, db=pressure_bin - ) - this_dsp_lst.append(this.sel(N_PROF=i_prof).isel(N_LEVELS=ip)) - - # Reset N_LEVELS index - N_LEVELS = 0 - for ids, this_dsp in enumerate(this_dsp_lst): - maxn = this_dsp["N_LEVELS"].shape[0] - N_LEVELS = np.max([N_LEVELS, maxn]) - this_dsp_lst[ids] = this_dsp_lst[ids].assign_coords( - N_LEVELS=np.arange(0, maxn) - ) - - # Reconstruct the dataset: - final = xr.concat(this_dsp_lst, "N_PROF") - if N_LEVELS != final["N_LEVELS"].shape[0]: - raise ValueError("Something went wrong with vertical levels") - - # Manage output: - final.attrs = this.attrs - if to_point: - final = final.argo.profile2point() - if inplace: - self._obj = this - return self._obj - else: - return final - - def create_float_source_v0(self, # noqa: C901 - path: str or os.PathLike = None, - force: str = "default", - file_pref: str = '', - file_suff: str = '', - format: str = '5', - do_compression: bool = True, - debug_output: bool = False): - """ Preprocess data for OWC softwares calibration - - This method can create a FLOAT SOURCE file (i.e. the .mat file that usually goes into /float_source/) for OWC software. - The FLOAT SOURCE file is saved as ``/.mat`` where the ``float_WMO`` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. - - By default, variables loaded are raw PRES, PSAL and TEMP. - If PRES is adjusted, variables loaded are PRES_ADJUSTED, raw PSAL calibrated in pressure and raw TEMP. - - You can force the program to load raw PRES, PSAL and TEMP whatever PRES is adjusted or not: - - >>> ds.argo.create_float_source(flt_name, force='raw') - - or you can force the program to load adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED - - >>> ds.argo.create_float_source(flt_name, force='adjusted') - - Pre-processing details: - - - select only ascending profiles - - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the deepest level - - filter variables according to the 'force' option (see above) - - filter variables according to QC flags: - - - Remove measurements where timestamp QC is >= 3 - - Keep measurements where pressure QC is anything but 3 - - Keep measurements where pressure, temperature or salinity QC are anything but 4 - - - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. Bounds inclusive. - - convert timestamp to fractional year - - convert longitudes to 0-360 - - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned pressure values. This can lead to modify the number of levels in the dataset - - Parameters - ---------- - path: str or path-like, optional - Path or folder name to which to save this Matlab file. If no path is provided, this function returns the resulting Matlab file as :class:`xarray.Dataset`. - force: {"default", "raw", "adjusted"}, default: "default" - If force='default' will load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. - - If force='raw' will load PRES/PSAL/TEMP - - If force='adjusted' will load PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED - file_pref: str, optional - Preffix to add at the beginning of output file(s). - file_suff: str, optional - Suffix to add at the end of output file(s). - do_compression: bool, optional - Whether or not to compress matrices on write. Default is True. - format: {'5', '4'}, string, optional - Matlab file format version. '5' (the default) for MATLAB 5 and up (to 7.2). Use '4' for MATLAB 4 .mat files. - - Returns - ------- - :class:`xarray.Dataset` - The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` is the number of vertical levels): - - - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) - - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) - - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) - - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal depth axis.) - - TEMP (mxn, in-situ IPTS-90) - - SAL (mxn, PSS-78) - - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation) - - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) - - """ - this = self._obj - - if ( - "history" in this.attrs - and "DATA_MODE" in this.attrs["history"] - and "QC" in this.attrs["history"] - ): - # This is surely a dataset fetch with 'standard' mode, we can't deal with this, we need 'expert' file - raise InvalidDatasetStructure( - "Need a full Argo dataset to create OWC float source. " - "This dataset was probably loaded with a 'standard' user mode. " - "Try to fetch float data in 'expert' mode" - ) - - if force not in ["default", "raw", "adjusted"]: - raise OptionValueError( - "force option must be 'default', 'raw' or 'adjusted'." - ) - - log.debug("===================== START create_float_source in '%s' mode" % force) - - if len(np.unique(this['PLATFORM_NUMBER'])) > 1: - log.debug("Found more than one 1 float in this dataset, will split processing") - - def ds2mat(this_dsp): - # Return a Matlab dictionary with dataset data to be used by savemat: - mdata = {} - mdata["PROFILE_NO"] = ( - this_dsp["PROFILE_NO"].astype("uint8").values.T[np.newaxis, :] - ) # 1-based index in Matlab - mdata["DATES"] = this_dsp["DATES"].values.T[np.newaxis, :] - mdata["LAT"] = this_dsp["LAT"].values.T[np.newaxis, :] - mdata["LONG"] = this_dsp["LONG"].values.T[np.newaxis, :] - mdata["PRES"] = this_dsp["PRES"].values - mdata["TEMP"] = this_dsp["TEMP"].values - mdata["PTMP"] = this_dsp["PTMP"].values - mdata["SAL"] = this_dsp["SAL"].values - return mdata - - def pretty_print_count(dd, txt): - # if dd.argo._type == "point": - # np = len(dd['N_POINTS'].values) - # nc = len(dd.argo.point2profile()['N_PROF'].values) - # else: - # np = len(dd.argo.profile2point()['N_POINTS'].values) - # nc = len(dd['N_PROF'].values) - out = [] - np, nc = dd.argo.N_POINTS, dd.argo.N_PROF - out.append("%i points / %i profiles in dataset %s" % (np, nc, txt)) - # np.unique(this['PSAL_QC'].values)) - # out.append(pd.to_datetime(dd['TIME'][0].values).strftime('%Y/%m/%d %H:%M:%S')) - return "\n".join(out) - - def ds_align_pressure(this: xr.Dataset, pressure_bins_start, pressure_bin: float = 10.0): - """ Create a new dataset where binned pressure values align on pressure index for all profiles - - This method is intended to be used after subsample_pressure - - Parameters - ---------- - pressure_bins_start: list - pressure_bin: float - - Returns - ------ - :class:`xarray.Dataset` - """ - - def align_pressure( - pres_raw, - pres_bins_start, - pressure_bin: float = 10.0, - fill_value: float = np.nan, - ): - """ Align pressure values along a given pressure axis - For numpy arrays - - For instance, if: - >>> pres_raw = [2.6, 7.2, 23.1] - >>> pres_bins_start = [0., 10., 20.] - >>> pressure_bin = 10. - - Then this function will return: - >>> pres_aligned, index_array, ip_inserted = align_pressure(pres_raw, pres_bins_start, pressure_bin) - >>> pres_aligned - [7.2, NaN, 23.1] - >>> pres_raw[index_array] # are raw pressure index selected to fill in bins - >>> pres_bins_start[ip_inserted] # are Bins filled with raw values - """ - pres_align = np.ones_like(pres_bins_start) * fill_value - index_array = [] - ip_inserted = [] - for ip_insert, p_low in enumerate(pres_bins_start): - p_hgh = p_low + pressure_bin - ifound = np.digitize(pres_raw, [p_low, p_hgh], right=False) - ip = np.argwhere(ifound == 1) - if len(ip) > 0: - # ip_selected = ip[0][0] # Select the lowest pressure value in bins - ip_selected = ip[-1][ - -1 - ] # Select the highest pressure value in bins - pres_align[ip_insert] = pres_raw[ip_selected] - index_array.append(ip_selected) - ip_inserted.append(ip_insert) - index_array = np.array(index_array) - ip_inserted = np.array(ip_inserted) - return pres_align, index_array, ip_inserted - - def replace_i_prof_values(this_da, i_prof, new_values): - if this_da.dims == ("m", "n") or this_da.dims == ("m_aligned", "n"): - values = this_da.values - values[:, i_prof] = new_values - this_da.values = values - else: - raise ValueError("Array not with expected (m, n) shape") - return this_da - - # Create an empty dataset with the correct nb of vertical levels for each (m,n) variables - m_aligned = len(pressure_bins_start) - n = len(this["n"]) - PRES_BINS = np.broadcast_to( - pressure_bins_start[:, np.newaxis], (m_aligned, n) - ) - dsp_aligned = xr.DataArray( - PRES_BINS, - dims=["m_aligned", "n"], - coords={"m_aligned": np.arange(0, PRES_BINS.shape[0]), "n": this["n"]}, - name="PRES_BINS", - ).to_dataset(promote_attrs=False) - - for v in this.data_vars: - if this[v].dims == ("n",): - # print('1D:', v) - dsp_aligned[v] = this[v] - if this[v].dims == ("m", "n"): - # print("2D:", v) - dsp_aligned[v] = xr.DataArray( - np.full_like(PRES_BINS, np.nan), - dims=["m_aligned", "n"], - coords={ - "m_aligned": np.arange(0, PRES_BINS.shape[0]), - "n": np.arange(0, PRES_BINS.shape[1]), - }, - name=v, - ) - - # Align pressure/field values for each profiles: - for i_prof in dsp_aligned["n"]: - assert this.isel(n=i_prof) == dsp_aligned.isel(n=i_prof) - - p0 = this.isel(n=i_prof)["PRES"].values - pres_align, index_array, ip_inserted = align_pressure( - p0, pressure_bins_start, pressure_bin - ) - pres_align = np.round(pres_align, 2) - dsp_aligned["PRES"] = replace_i_prof_values( - dsp_aligned["PRES"], i_prof, pres_align - ) - - for var in this.data_vars: - if this[var].dims == ("m", "n"): - v0 = this.isel(n=i_prof)[var].values - v_align = dsp_aligned.isel(n=i_prof)[var].values - v_align[ip_inserted] = v0[index_array] - dsp_aligned[var] = replace_i_prof_values( - dsp_aligned[var], i_prof, v_align - ) - dsp_aligned[var].attrs = this[var].attrs - - # Remove last vertical index full of NaNs - dsp_aligned = dsp_aligned.isel( - m_aligned=range(0, len(dsp_aligned["m_aligned"]) - 1) - ) - - # Manage output: - dsp_aligned = dsp_aligned.rename({"m_aligned": "m"}) - dsp_aligned.attrs = this.attrs - dsp_aligned = dsp_aligned.drop_vars(['PRES_BINS']) - return dsp_aligned - - def getfilled_bins(pressure, bins): - ip = np.digitize(np.unique(pressure), bins, right=False) - ii, ij = np.unique(ip, return_index=True) - ii = ii[np.where(ii - 1 > 0)] - 1 - return bins[ii] - - def preprocess_one_float(this_one: xr.Dataset, this_path: str or os.PathLike = None, debug_output: bool = False): - """ Run the entire preprocessing on a given dataset with one float data """ - - # Add potential temperature: - if "PTEMP" not in this_one: - this_one = this_one.argo.teos10(vlist=["PTEMP"], inplace=True) - - # Only use Ascending profiles: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L143 - this_one = this_one.argo._where(this_one["DIRECTION"] == "A", drop=True) - log.debug(pretty_print_count(this_one, "after direction selection")) - - # Todo: ensure we load only the primary profile of cycles with multiple sampling schemes: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 - - # Subsample vertical levels (max 1 level every 10db): - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 - this_one = this_one.argo.subsample_pressure(inplace=False) - log.debug(pretty_print_count(this_one, "after vertical levels subsampling")) - - # Filter variables according to OWC workflow - # (I don't understand why this_one come at the end of the Matlab routine ...) - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L258 - this_one = this_one.argo.filter_scalib_pres(force=force, inplace=False) - log.debug(pretty_print_count(this_one, "after pressure fields selection")) - - # Filter along some QC: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L372 - this_one = this_one.argo.filter_qc( - QC_list=[0, 1, 2], QC_fields=["TIME_QC"], drop=True - ) # Matlab says to reject > 3 - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L420 - this_one = this_one.argo.filter_qc( - QC_list=[v for v in range(10) if v != 3], QC_fields=["PRES_QC"], drop=True - ) # Matlab says to keep != 3 - this_one = this_one.argo.filter_qc( - QC_list=[v for v in range(10) if v != 4], - QC_fields=["PRES_QC", "TEMP_QC", "PSAL_QC"], - drop=True, - mode="any", - ) # Matlab says to keep != 4 - if len(this_one["N_POINTS"]) == 0: - raise DataNotFound( - "All data have been discarded because either PSAL_QC or TEMP_QC is filled with 4 or" - " PRES_QC is filled with 3 or 4\n" - "NO SOURCE FILE WILL BE GENERATED !!!" - ) - log.debug(pretty_print_count(this_one, "after QC filter")) - - # Exclude dummies - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 - this_one = ( - this_one.argo._where(this_one["PSAL"] <= 50, drop=True) - .argo._where(this_one["PSAL"] >= 0, drop=True) - .argo._where(this_one["PTEMP"] <= 50, drop=True) - .argo._where(this_one["PTEMP"] >= -10, drop=True) - .argo._where(this_one["PRES"] <= 6000, drop=True) - .argo._where(this_one["PRES"] >= 0, drop=True) - ) - if len(this_one["N_POINTS"]) == 0: - raise DataNotFound( - "All data have been discarded because they are filled with values out of range\n" - "NO SOURCE FILE WILL BE GENERATED !!!" - ) - log.debug(pretty_print_count(this_one, "after dummy values exclusion")) - - # Transform measurements to a collection of profiles for Matlab-like formation: - this_one = this_one.argo.point2profile() - - # Compute fractional year: - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L334 - DATES = np.array( - [toYearFraction(d) for d in pd.to_datetime(this_one["TIME"].values)] - )[np.newaxis, :] - - # Read measurements: - PRES = this_one["PRES"].values.T # (mxn) - TEMP = this_one["TEMP"].values.T # (mxn) - PTMP = this_one["PTEMP"].values.T # (mxn) - SAL = this_one["PSAL"].values.T # (mxn) - LAT = this_one["LATITUDE"].values[np.newaxis, :] - LONG = this_one["LONGITUDE"].values[np.newaxis, :] - LONG[0][np.argwhere(LONG[0] < 0)] = LONG[0][np.argwhere(LONG[0] < 0)] + 360 - PROFILE_NO = this_one["CYCLE_NUMBER"].values[np.newaxis, :] - - # Create dataset with preprocessed data: - this_one_dsp_processed = xr.DataArray( - PRES, - dims=["m", "n"], - coords={"m": np.arange(0, PRES.shape[0]), "n": np.arange(0, PRES.shape[1])}, - name="PRES", - ).to_dataset(promote_attrs=False) - this_one_dsp_processed["TEMP"] = xr.DataArray( - TEMP, - dims=["m", "n"], - coords={"m": np.arange(0, TEMP.shape[0]), "n": np.arange(0, TEMP.shape[1])}, - name="TEMP", - ) - this_one_dsp_processed["PTMP"] = xr.DataArray( - PTMP, - dims=["m", "n"], - coords={"m": np.arange(0, PTMP.shape[0]), "n": np.arange(0, PTMP.shape[1])}, - name="PTMP", - ) - this_one_dsp_processed["SAL"] = xr.DataArray( - SAL, - dims=["m", "n"], - coords={"m": np.arange(0, SAL.shape[0]), "n": np.arange(0, SAL.shape[1])}, - name="SAL", - ) - this_one_dsp_processed["PROFILE_NO"] = xr.DataArray( - PROFILE_NO[0, :], - dims=["n"], - coords={"n": np.arange(0, PROFILE_NO.shape[1])}, - name="PROFILE_NO", - ) - this_one_dsp_processed["DATES"] = xr.DataArray( - DATES[0, :], - dims=["n"], - coords={"n": np.arange(0, DATES.shape[1])}, - name="DATES", - ) - this_one_dsp_processed["LAT"] = xr.DataArray( - LAT[0, :], dims=["n"], coords={"n": np.arange(0, LAT.shape[1])}, name="LAT" - ) - this_one_dsp_processed["LONG"] = xr.DataArray( - LONG[0, :], - dims=["n"], - coords={"n": np.arange(0, LONG.shape[1])}, - name="LONG", - ) - this_one_dsp_processed["m"].attrs = {"long_name": "vertical levels"} - this_one_dsp_processed["n"].attrs = {"long_name": "profiles"} - - # Put all pressure measurements at the same index levels - # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 - bins = np.arange(0.0, np.max(this_one_dsp_processed["PRES"]) + 10.0, 10.0) - # bins = getfilled_bins(this_one_dsp_processed["PRES"], bins) - this_one_dsp_processed = ds_align_pressure( - this_one_dsp_processed, pressure_bins_start=bins, pressure_bin=10.0 - ) - - # Create Matlab dictionary with preprocessed data (to be used by savemat): - mdata = ds2mat(this_one_dsp_processed) - - # Output - log.debug("float source data saved in: %s" % this_path) - if this_path is None: - if debug_output: - return mdata, this_one_dsp_processed, this_one # For debug/devel - else: - return this_one_dsp_processed - else: - from scipy.io import savemat - # Validity check of the path type is delegated to savemat - return savemat(this_path, mdata, appendmat=False, format=format, do_compression=do_compression) - - # Run pre-processing for each float data - output = {} - for WMO in np.unique(this['PLATFORM_NUMBER']): - log.debug("> Preprocessing data for float WMO %i" % WMO) - this_float = this.argo._where(this['PLATFORM_NUMBER']==WMO, drop=True) - if path is None: - output[WMO] = preprocess_one_float(this_float, this_path=path, debug_output=debug_output) - else: - float_path = os.path.join(path, "%s%i%s.mat" % (file_pref, WMO, file_suff)) - preprocess_one_float(this_float, this_path=float_path, debug_output=debug_output) - output[WMO] = float_path - if path is None: - log.debug("===================== END create_float_source") - return output - - def groupby_pressure_bins(self, pressure_bins: list or np.array, - fill_value: float = np.nan, + axis: str = 'PRES', + right: bool = False, select: str = 'deep', + fill_value: float = np.nan, squeeze: bool = True, - merge: bool = True, - right: bool = False, - axis: str = 'PRES'): - """ Returns a new dataset + merge: bool = True): + """ Group measurements by pressure bins + + This method can be used to subsample and align an irregular dataset (pressure not being similar in all profiles) + on a set of pressure bins. The output dataset could then be used to perform statistics along the N_PROF dimension + because N_LEVELS will corresponds to similar pressure bins, while avoiding to interpolate data. Parameters ---------- - pressure_bins - fill_value - select + pressure_bins: list or np.array, + Array of bins. It has to be 1-dimensional and monotonic. Bins of data are localised using values from + options `axis` (default: ``PRES``) and `right` (default: ``False``), see below. + axis: str, default: ``PRES`` + The dataset variable to use as pressure axis. This could be ``PRES`` or ``PRES_ADJUSTED`` + right: bool, default: False + Indicating whether the bin intervals include the right or the left bin edge. Default behavior is + (right==False) indicating that the interval does not include the right edge. The left bin end is open + in this case, i.e., bins[i-1] <= x < bins[i] is the default behavior for monotonically increasing bins. + select: str, default: ``deep`` + The value selection method for bins. + + This selection can be based on values at the pressure axis level with: ``deep`` (default), ``shallow``, + ``middle``, ``random``. For instance, ``select='deep'`` will lead to the value + returned for a bin to be taken at the deepest pressure level in the bin. + + Or this selection can be based on statistics of measurements in a bin. Stats available are: ``min``, ``max``, + ``mean``, ``median``. For instance ``select='mean'`` will lead to the value returned for a bin to be mean of + all measurements in the bin. + + fill_value: float, default: np.nan + The filling value for bins without measurements. squeeze: bool, default: True - Squeeze from the output bins without measurements + Squeeze from the output bin levels without measurements. merge: bool, default: True - Optimize bins axis by merging levels with a single value with the nearest neighbor - right - axis + Optimize the output bins axis size by merging levels with/without data. The pressure bins axis is modified + accordingly. This means that the return STD_PRES_BINS axis has not necessarily the same size as + the input ``pressure_bins``. Returns ------- :class:`xarray.Dataset` + + See Also + -------- + :class:`numpy.digitize`, :class:`argopy.utilities.groupby_remap` """ this_ds = self._obj @@ -2058,7 +1575,11 @@ def create_float_source(self, # noqa: C901 """ Preprocess data for OWC softwares calibration This method can create a FLOAT SOURCE file (i.e. the .mat file that usually goes into /float_source/) for OWC software. - The FLOAT SOURCE file is saved as ``/.mat`` where the ``float_WMO`` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. + The FLOAT SOURCE file is saved as: + + ``/.mat`` + + where ```` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. By default, variables loaded are raw PRES, PSAL and TEMP. If PRES is adjusted, variables loaded are PRES_ADJUSTED, raw PSAL calibrated in pressure and raw TEMP. diff --git a/docs/api-hidden.rst b/docs/api-hidden.rst index ba13c590..737bb73d 100644 --- a/docs/api-hidden.rst +++ b/docs/api-hidden.rst @@ -61,7 +61,7 @@ argopy.xarray.ArgoAccessor.filter_qc argopy.xarray.ArgoAccessor.filter_data_mode argopy.xarray.ArgoAccessor.filter_scalib_pres - argopy.xarray.ArgoAccessor.subsample_pressure + argopy.xarray.ArgoAccessor.groupby_pressure_bins argopy.xarray.ArgoAccessor.cast_types argopy.plotters.open_dashboard diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 87086a2c..70f00a2e 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -45,8 +45,8 @@ You can simply reverse this transformation with the :meth:`argopy.xarray.ArgoAcc ds = ds_profiles.argo.profile2point() ds -Interpolation to standard levels -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Interpolation to standard pressure levels +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Once your dataset is a collection of vertical **profiles**, you can interpolate variables on standard pressure levels using :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` with your levels as input : From ede20f5f7ff9f4d6b7b607c6ccca0bcf1d52b855 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Tue, 23 Nov 2021 17:10:35 +0100 Subject: [PATCH 23/37] misc doc update --- argopy/xarray.py | 1 + docs/data_quality_control.rst | 13 +++++++------ docs/whats-new.rst | 2 +- 3 files changed, 9 insertions(+), 7 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 646b9656..c4175347 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1869,6 +1869,7 @@ def preprocess_one_float(this_one: xr.Dataset, if path is None: output[WMO] = preprocess_one_float(this_float, this_path=path, select=select, debug_output=debug_output) else: + os.makedirs(path, exist_ok=True) # Make path exists float_path = os.path.join(path, "%s%i%s.mat" % (file_pref, WMO, file_suff)) preprocess_one_float(this_float, this_path=float_path, select=select, debug_output=debug_output) output[WMO] = float_path diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index b0980c6b..f18f2dd6 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -13,9 +13,6 @@ Let's start with import and set-up: .. ipython:: python :okwarning: - import os - os.makedirs('float_source', exist_ok=True) - from argopy import DataFetcher as ArgoDataFetcher @@ -41,10 +38,10 @@ Then, to create the float source data is as simple as: ds.argo.create_float_source("float_source") -This will create the "float_source/6902766.mat" Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo `_ and ran with `this routine `_). +This will create the ``float_source/6902766.mat`` Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo `_ and ran with `this routine `_). .. note:: - If the dataset contains data from more than one float, several Matlab files are created, one for each float. This will allow you to prepare data from a collection of floats more easily. + If the dataset contains data from more than one float, several Matlab files are created, one for each float. This will allow you to prepare data from a collection of floats easier. If you don't specify a path name, the method returns a dictionary with the float WMO as keys and pre-processed data (as :class:`xarray.Dataset`) as values. @@ -56,7 +53,11 @@ If you don't specify a path name, the method returns a dictionary with the float See all options available for this method here: :meth:`argopy.xarray.ArgoAccessor.create_float_source`. -**argopy** also provides an OWC variables filter named :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`. This method allows you to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. +The method partially relies on two others: + +- :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`: to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. + +- :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). .. [OWC] See all the details about the OWC methodology in these references: "An improved calibration method for the drift of the conductivity sensor on autonomous CTD profiling floats by θ–S climatology". diff --git a/docs/whats-new.rst b/docs/whats-new.rst index b85d1a38..d8cd1c4c 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -12,7 +12,7 @@ v0.1.9 (X XXX. 202X) This new method comes with others improvements: - New ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, - - New ``subsample_pressure`` method to subsample a dataset down to one value by pressure bins, + - New ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins, - Improved ``filter_qc`` method to select which fields to consider, - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. From b4021f6c8bf82c3dff56654c5fc3ac4e0fc84254 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 25 Nov 2021 11:30:41 +0100 Subject: [PATCH 24/37] Clean-up, add docstrings, upate doc --- argopy/utilities.py | 5 +-- argopy/xarray.py | 100 ++++++++++++++++++-------------------------- docs/whats-new.rst | 20 ++++++--- 3 files changed, 57 insertions(+), 68 deletions(-) diff --git a/argopy/utilities.py b/argopy/utilities.py index e6af71c4..0b41695e 100644 --- a/argopy/utilities.py +++ b/argopy/utilities.py @@ -1553,14 +1553,11 @@ def _subsample_bins(x, y, target_values): idx = np.logical_or(np.isnan(x), np.isnan(y)) x = x[~idx] y = y[~idx] - # log.debug("x %s: %s" % (x.shape, x)) - # log.debug("y %s: %s" % (y.shape, y)) - # log.debug("target_values %s: %s" % (target_values.shape, target_values)) ifound = np.digitize(x, target_values, right=right) # ``bins[i-1] <= x < bins[i]`` ifound -= 1 # Because digitize returns a 1-based indexing, we need to remove 1 y_binned = np.ones_like(target_values) * np.nan - # log.debug("np.unique(ifound) %s" % np.unique(ifound)) + for ib, this_ibin in enumerate(np.unique(ifound)): ix = np.where(ifound == this_ibin) iselect = ix[-1] diff --git a/argopy/xarray.py b/argopy/xarray.py index c4175347..b1cf2a8d 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1287,7 +1287,6 @@ def groupby_pressure_bins(self, axis: str = 'PRES', right: bool = False, select: str = 'deep', - fill_value: float = np.nan, squeeze: bool = True, merge: bool = True): """ Group measurements by pressure bins @@ -1317,9 +1316,6 @@ def groupby_pressure_bins(self, Or this selection can be based on statistics of measurements in a bin. Stats available are: ``min``, ``max``, ``mean``, ``median``. For instance ``select='mean'`` will lead to the value returned for a bin to be mean of all measurements in the bin. - - fill_value: float, default: np.nan - The filling value for bins without measurements. squeeze: bool, default: True Squeeze from the output bin levels without measurements. merge: bool, default: True @@ -1355,7 +1351,6 @@ def groupby_pressure_bins(self, raise ValueError( "Standard bins must be a list or a numpy array of positive and sorted values" ) - # log.debug("pressure_bins: %s" % pressure_bins) # Adjust bins axis if we possibly have to squeeze empty bins: h, bin_edges = np.histogram(np.unique(np.round(this_ds[axis], 1)), pressure_bins) @@ -1369,30 +1364,47 @@ def groupby_pressure_bins(self, if N_bins_empty > 0 and squeeze: pressure_bins = pressure_bins[np.where(h > 0)] log.debug("pressure_bins axis was squeezed to full bins only (%i bins found empty)" % N_bins_empty) - # log.debug("squeezed pressure_bins: %s" % pressure_bins) def replace_i_level_values(this_da, this_i_level, new_values_along_profiles): + """ Convenience fct to update only one level of a ["N_PROF", "N_LEVELS"] xr.DataArray""" if this_da.dims == ("N_PROF", "N_LEVELS"): values = this_da.values values[:, this_i_level] = new_values_along_profiles this_da.values = values else: - print(this_da.dims) - raise ValueError("Array not with expected 'N_PROF', 'N_LEVELS' shape") + raise ValueError("Array not with expected ['N_PROF', 'N_LEVELS'] shape") return this_da def nanmerge(x, y): + """ Merge two 1D array + + Given 2 arrays x, y of 1 dimension, return a new array with: + - x values where x is not NaN + - y values where x is NaN + """ z = x.copy() for i, v in enumerate(x): if np.isnan(v): z[i] = y[i] return z - def merge_bin_matching_levels(this_ds): - # Merge pair of lines with the following pattern: - # nan, VAL, VAL, nan, VAL, VAL - # BINVAL, nan, nan, BINVAL, nan, nan - # This is due to the bins definition: bins[i] <= x < bins[i+1] + def merge_bin_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: + """ Levels merger of type 'bins' value + + Merge pair of lines with the following pattern: + nan, VAL, VAL, nan, VAL, VAL + BINVAL, nan, nan, BINVAL, nan, nan + + This pattern is due to the bins definition: bins[i] <= x < bins[i+1] + + Parameters + ---------- + :class:`xarray.Dataset` + + Returns + ------- + :class:`xarray.Dataset` + """ new_ds = this_ds.copy(deep=True) idel = [] for i_level in range(0, this_ds.argo.N_LEVELS - 1 - 1): @@ -1417,52 +1429,26 @@ def merge_bin_matching_levels(this_ds): new_ds['PRES'].values = np.where(val == 0, np.nan, val) return new_ds - def merge_single_value_levels(this_ds): - # Merge levels with a single value with the deeper layer - # Look for this pattern: - # VAL, VAL, VAL, nan, VAL, VAL - # nan, nan, nan, VAL, nan, nan + def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: + """ Levels merger - new_ds = this_ds.copy(deep=True) + Merge any pair of levels with a "matching" pattern like this: + VAL, VAL, VAL, nan, nan, VAL, nan, nan, + nan, nan, nan, VAL, VAL, nan, VAL, nan - i_levels_single_val = np.where(np.sum(np.where(np.isnan(new_ds['PRES']), 0, 1), 0) == 1)[0] - N_LEVELS = new_ds.argo.N_LEVELS - idel = [] - for i_level in i_levels_single_val: - if i_level + 1 < N_LEVELS: - # Merge with deeper level: - this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) - this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) - i_prof = np.where(~np.isnan(this_ds_level))[0][0] - if np.isnan(this_ds_dw[i_prof].values): - # new_values = np.nansum([this_ds_dw.values, this_ds_level.values], axis=0) - # new_values = np.where(new_values == 0, np.nan, new_values) - new_values = nanmerge(this_ds_level.values, this_ds_dw.values) - replace_i_level_values(new_ds['PRES'], i_level, new_values) - idel.append(i_level + 1) - elif i_level + 1 == N_LEVELS: - # Last level to be possibly merged with penultimate level: - this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) - this_ds_up = this_ds['PRES'].isel(N_LEVELS=i_level - 1) - i_prof = np.where(~np.isnan(this_ds_level))[0][0] - if np.isnan(this_ds_up[i_prof].values): - # new_values = np.nansum([this_ds_up.values, this_ds_level.values], axis=0) - # new_values = np.where(new_values == 0, np.nan, new_values) - new_values = nanmerge(this_ds_level.values, this_ds_up.values) - replace_i_level_values(new_ds['PRES'], i_level - 1, new_values) - idel.append(i_level) + This pattern is due to a strict application of the bins definition. + But when bins are small (eg: 10db), many bins can have no data. + This has the consequence to change the size and number of the bins. - ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] - new_ds = new_ds.isel(N_LEVELS=ikeep) - new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) - val = new_ds['PRES'].values - new_ds['PRES'].values = np.where(val == 0, np.nan, val) - return new_ds + Parameters + ---------- + :class:`xarray.Dataset` + + Returns + ------- + :class:`xarray.Dataset` + """ - def merge_all_matching_levels(this_ds): - # Merge any pair of levels with a "matching" pattern: - # VAL, VAL, VAL, nan, nan, VAL, nan, nan, - # nan, nan, nan, VAL, VAL, nan, VAL, nan new_ds = this_ds.copy(deep=True) N_LEVELS = new_ds.argo.N_LEVELS @@ -1533,9 +1519,6 @@ def merge_all_matching_levels(this_ds): # Finish new_ds = xr.merge(new_ds) new_ds = new_ds.rename({"remapped": "N_LEVELS"}) - # Remove the last index fill of NaNs: - # new_ds = new_ds.isel(N_LEVELS=range(0, len(new_ds['N_LEVELS']) - 1)) - # new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] new_ds["STD_%s_BINS" % axis].attrs = { 'Comment': "Range of bins is: bins[i] <= x < bins[i+1] for i=[0,N_LEVELS-2]\n" @@ -1554,7 +1537,6 @@ def merge_all_matching_levels(this_ds): if merge: new_ds = merge_bin_matching_levels(new_ds) - # new_ds = merge_single_value_levels(new_ds) new_ds = merge_all_matching_levels(new_ds) if to_point: diff --git a/docs/whats-new.rst b/docs/whats-new.rst index d8cd1c4c..cf1b7992 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -8,12 +8,12 @@ v0.1.9 (X XXX. 202X) **Features and front-end API** -- New methods to preprocess data for OWC software. These methods can preprocessed Argo data in python and possibly create float_source/.mat files to be used as inputs for OWC implementations in `Matlab `_ and `Python `_. (:pr:`142`) by `G. Maze `_. - This new method comes with others improvements: +- New method to preprocess data for OWC software. This method can preprocessed Argo data and possibly create float_source/.mat files to be used as inputs for OWC implementations in `Matlab `_ and `Python `_. (:pr:`142`) by `G. Maze `_. + This new method comes with others methods and improvements: - - New ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, - - New ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins, - - Improved ``filter_qc`` method to select which fields to consider, + - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, + - A new ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), + - An improved ``filter_qc`` method to select which fields to consider (new option ``QC_fields``), - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. .. code-block:: python @@ -25,6 +25,16 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() + New properties accessible for the `argo` xarray accessor: N_POINTS, N_LEVELS, N_PROF. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. + +.. code-block:: python + + from argopy import DataFetcher as ArgoDataFetcher + ds = ArgoDataFetcher(mode='expert').float(6902766).load().data + ds.argo.N_POINTS + ds.argo.N_LEVELS + ds.argo.N_PROF + ds.argo v0.1.8 (2 Nov. 2021) --------------------- From 7dd2fdff7a3b8c09611462a5de7af265758804c9 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 25 Nov 2021 12:17:47 +0100 Subject: [PATCH 25/37] Update README.md --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index d432f18f..f28ef107 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,11 @@ ## Install -Install the last release with pip: +Install the last release with conda: +```bash +conda install -c conda-forge argopy +``` +or pip: ```bash pip install argopy ``` From 21980f889e12c82e24c7f27b78e8a355275b7165 Mon Sep 17 00:00:00 2001 From: Guillaume Maze Date: Thu, 25 Nov 2021 16:13:31 +0100 Subject: [PATCH 26/37] Update doc, change doc theme --- .gitignore | 3 +- argopy/tests/test_xarray.py | 10 +- argopy/xarray.py | 1284 +++++++++-------- .../groupby_pressure_bins_select_deep.png | Bin 0 -> 375307 bytes .../groupby_pressure_bins_select_random.png | Bin 0 -> 403757 bytes docs/api-hidden.rst | 2 +- docs/conf.py | 5 +- docs/data_manipulation.rst | 71 +- docs/data_quality_control.rst | 2 +- docs/whats-new.rst | 4 +- float_source/6902766.mat | Bin 0 -> 481854 bytes 11 files changed, 729 insertions(+), 652 deletions(-) create mode 100644 docs/_static/groupby_pressure_bins_select_deep.png create mode 100644 docs/_static/groupby_pressure_bins_select_random.png create mode 100644 float_source/6902766.mat diff --git a/.gitignore b/.gitignore index 74d0e7fd..45739a93 100644 --- a/.gitignore +++ b/.gitignore @@ -189,9 +189,10 @@ fabric.properties # Android studio 3.1+ serialized cache file .idea/caches/build_file_checksums.ser -#pytest quai20 +#pytest and misc .vscode/ .pytest_cache knotebooks/ argopy/tests/cov.xml argopy/tests/dummy_fileA.txt +float_source diff --git a/argopy/tests/test_xarray.py b/argopy/tests/test_xarray.py index bd33dc3e..9e608832 100644 --- a/argopy/tests/test_xarray.py +++ b/argopy/tests/test_xarray.py @@ -58,20 +58,14 @@ def test_point2profile2point(ds_pts): class Test_interp_std_levels: def test_interpolation(self, ds_pts): """Run with success""" - ds = ds_pts["standard"].argo.point2profile() + ds = ds_pts["standard"]#.argo.point2profile() assert "PRES_INTERPOLATED" in ds.argo.interp_std_levels([20, 30, 40, 50]).dims def test_interpolation_expert(self, ds_pts): """Run with success""" - ds = ds_pts["expert"].argo.point2profile() + ds = ds_pts["expert"]#.argo.point2profile() assert "PRES_INTERPOLATED" in ds.argo.interp_std_levels([20, 30, 40, 50]).dims - def test_points_error(self, ds_pts): - """Try to interpolate points, not profiles""" - ds = ds_pts["standard"] - with pytest.raises(InvalidDatasetStructure): - ds.argo.interp_std_levels([20, 30, 40, 50]) - def test_std_error(self, ds_pts): """Try to interpolate on a wrong axis""" ds = ds_pts["standard"].argo.point2profile() diff --git a/argopy/xarray.py b/argopy/xarray.py index b1cf2a8d..0aa77bec 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -346,6 +346,231 @@ def cast_this_da(da): return ds + def uid(self, wmo_or_uid, cyc=None, direction=None): + """ UID encoder/decoder + + Parameters + ---------- + int + WMO number (to encode) or UID (to decode) + cyc: int, optional + Cycle number (to encode), not used to decode + direction: str, optional + Direction of the profile, must be 'A' (Ascending) or 'D' (Descending) + + Returns + ------- + int or tuple of int + + Examples + -------- + unique_float_profile_id = uid(690024,13,'A') # Encode + wmo, cyc, drc = uid(unique_float_profile_id) # Decode + """ + le = preprocessing.LabelEncoder() + le.fit(["A", "D"]) + + def encode_direction(x): + y = 1 - le.transform(x) + return np.where(y == 0, -1, y) + + def decode_direction(x): + y = 1 - np.where(x == -1, 0, x) + return le.inverse_transform(y) + + offset = 1e5 + + if cyc is not None: + # ENCODER + if direction is not None: + return ( + encode_direction(direction) + * np.vectorize(int)(offset * wmo_or_uid + cyc).ravel() + ) + else: + return np.vectorize(int)(offset * wmo_or_uid + cyc).ravel() + else: + # DECODER + drc = decode_direction(np.sign(wmo_or_uid)) + wmo = np.vectorize(int)(np.abs(wmo_or_uid) / offset) + cyc = -np.vectorize(int)(offset * wmo - np.abs(wmo_or_uid)) + return wmo, cyc, drc + + def point2profile(self): # noqa: C901 + """ Transform a collection of points into a collection of profiles + + """ + if self._type != "point": + raise InvalidDatasetStructure( + "Method only available to a collection of points" + ) + this = self._obj # Should not be modified + + def fillvalue(da): + """ Return fillvalue for a dataarray """ + # https://docs.scipy.org/doc/numpy/reference/generated/numpy.dtype.kind.html#numpy.dtype.kind + if da.dtype.kind in ["U"]: + fillvalue = " " + elif da.dtype.kind == "i": + fillvalue = 99999 + elif da.dtype.kind == "M": + fillvalue = np.datetime64("NaT") + else: + fillvalue = np.nan + return fillvalue + + # Find the number of profiles (N_PROF) and vertical levels (N_LEVELS): + dummy_argo_uid = xr.DataArray( + self.uid( + this["PLATFORM_NUMBER"].values, + this["CYCLE_NUMBER"].values, + this["DIRECTION"].values, + ), + dims="N_POINTS", + coords={"N_POINTS": this["N_POINTS"]}, + name="dummy_argo_uid", + ) + N_PROF = len(np.unique(dummy_argo_uid)) + + N_LEVELS = int( + xr.DataArray( + np.ones_like(this["N_POINTS"].values), + dims="N_POINTS", + coords={"N_POINTS": this["N_POINTS"]}, + ) + .groupby(dummy_argo_uid) + .sum() + .max() + .values + ) + assert N_PROF * N_LEVELS >= len(this["N_POINTS"]) + + # Store the initial set of coordinates: + coords_list = list(this.coords) + this = this.reset_coords() + + # For each variables, determine if it has unique value by profile, + # if yes: the transformed variable should be [N_PROF] + # if no: the transformed variable should be [N_PROF, N_LEVELS] + count = np.zeros((N_PROF, len(this.data_vars)), "int") + for i_prof, grp in enumerate(this.groupby(dummy_argo_uid)): + i_uid, prof = grp + for iv, vname in enumerate(this.data_vars): + count[i_prof, iv] = len(np.unique(prof[vname])) + # Variables with a unique value for each profiles: + list_1d = list(np.array(this.data_vars)[count.sum(axis=0) == count.shape[0]]) + # Variables with more than 1 value for each profiles: + list_2d = list(np.array(this.data_vars)[count.sum(axis=0) != count.shape[0]]) + + # Create new empty dataset: + new_ds = [] + for vname in list_2d: + new_ds.append( + xr.DataArray( + np.full( + (N_PROF, N_LEVELS), + fillvalue(this[vname]), + dtype=this[vname].dtype, + ), + dims=["N_PROF", "N_LEVELS"], + coords={ + "N_PROF": np.arange(N_PROF), + "N_LEVELS": np.arange(N_LEVELS), + }, + attrs=this[vname].attrs, + name=vname, + ) + ) + for vname in list_1d: + new_ds.append( + xr.DataArray( + np.full((N_PROF,), fillvalue(this[vname]), dtype=this[vname].dtype), + dims=["N_PROF"], + coords={"N_PROF": np.arange(N_PROF)}, + attrs=this[vname].attrs, + name=vname, + ) + ) + new_ds = xr.merge(new_ds) + + # Now fill in each profile values: + for i_prof, grp in enumerate(this.groupby(dummy_argo_uid)): + i_uid, prof = grp + for iv, vname in enumerate(this.data_vars): + # ['N_PROF', 'N_LEVELS'] array: + if len(new_ds[vname].dims) == 2: + y = new_ds[vname].values + x = prof[vname].values + try: + y[i_prof, 0: len(x)] = x + except Exception: + print(vname, "input", x.shape, "output", y[i_prof, :].shape) + raise + new_ds[vname].values = y + else: # ['N_PROF', ] array: + y = new_ds[vname].values + x = prof[vname].values + y[i_prof] = np.unique(x)[0] + + # Restore coordinate variables: + new_ds = new_ds.set_coords([c for c in coords_list if c in new_ds]) + + # Misc formatting + new_ds = new_ds.sortby("TIME") + new_ds = new_ds.argo.cast_types() + new_ds = new_ds[np.sort(new_ds.data_vars)] + new_ds.encoding = self.encoding # Preserve low-level encoding information + new_ds.attrs = self.attrs # Preserve original attributes + new_ds.argo._add_history("Transformed with point2profile") + new_ds.argo._type = "profile" + return new_ds + + def profile2point(self): + """ Convert a collection of profiles to a collection of points """ + if self._type != "profile": + raise InvalidDatasetStructure( + "Method only available for a collection of profiles (N_PROF dimemsion)" + ) + ds = self._obj + + # Remove all variables for which a dimension is length=0 (eg: N_HISTORY) + dim_list = [] + for v in ds.data_vars: + dims = ds[v].dims + for d in dims: + if len(ds[d]) == 0: + dim_list.append(d) + break + + # Drop dimensions and associated variables from this dataset + ds = ds.drop_dims(np.unique(dim_list)) + + # Remove any variable that is not with dimensions (N_PROF,) or (N_PROF, N_LEVELS) + for v in ds: + dims = list(ds[v].dims) + dims = ".".join(dims) + if dims not in ["N_PROF", "N_PROF.N_LEVELS"]: + ds = ds.drop_vars(v) + + (ds,) = xr.broadcast(ds) + ds = ds.stack({"N_POINTS": list(ds.dims)}) + ds = ds.reset_index("N_POINTS").drop_vars(["N_PROF", "N_LEVELS"]) + possible_coords = ["LATITUDE", "LONGITUDE", "TIME", "JULD", "N_POINTS"] + for c in [c for c in possible_coords if c in ds.data_vars]: + ds = ds.set_coords(c) + + # Remove index without data (useless points) + ds = ds.where(~np.isnan(ds["PRES"]), drop=1) + ds = ds.sortby("TIME") + ds["N_POINTS"] = np.arange(0, len(ds["N_POINTS"])) + ds = ds.argo.cast_types() + ds = ds[np.sort(ds.data_vars)] + ds.encoding = self.encoding # Preserve low-level encoding information + ds.attrs = self.attrs # Preserve original attributes + ds.argo._add_history("Transformed with profile2point") + ds.argo._type = "point" + return ds + def filter_data_mode( # noqa: C901 self, keep_error: bool = True, errors: str = "raise" ): @@ -656,558 +881,28 @@ def filter_qc( # noqa: C901 else: return this_mask - def uid(self, wmo_or_uid, cyc=None, direction=None): - """ UID encoder/decoder + def filter_scalib_pres(self, force: str = "default", inplace: bool = True): + """ Filter variables according to OWC salinity calibration software requirements + + By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, + PRES variable will be replaced by PRES_ADJUSTED. + + With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether + PRES is adjusted or not. + + With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced + with adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED. + + Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in + order to avoid confusion wrt variable content. Parameters ---------- - int - WMO number (to encode) or UID (to decode) - cyc: int, optional - Cycle number (to encode), not used to decode - direction: str, optional - Direction of the profile, must be 'A' (Ascending) or 'D' (Descending) + force: str + Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED + filled or not. - Returns - ------- - int or tuple of int - - Examples - -------- - unique_float_profile_id = uid(690024,13,'A') # Encode - wmo, cyc, drc = uid(unique_float_profile_id) # Decode - """ - le = preprocessing.LabelEncoder() - le.fit(["A", "D"]) - - def encode_direction(x): - y = 1 - le.transform(x) - return np.where(y == 0, -1, y) - - def decode_direction(x): - y = 1 - np.where(x == -1, 0, x) - return le.inverse_transform(y) - - offset = 1e5 - - if cyc is not None: - # ENCODER - if direction is not None: - return ( - encode_direction(direction) - * np.vectorize(int)(offset * wmo_or_uid + cyc).ravel() - ) - else: - return np.vectorize(int)(offset * wmo_or_uid + cyc).ravel() - else: - # DECODER - drc = decode_direction(np.sign(wmo_or_uid)) - wmo = np.vectorize(int)(np.abs(wmo_or_uid) / offset) - cyc = -np.vectorize(int)(offset * wmo - np.abs(wmo_or_uid)) - return wmo, cyc, drc - - def point2profile(self): # noqa: C901 - """ Transform a collection of points into a collection of profiles - - """ - if self._type != "point": - raise InvalidDatasetStructure( - "Method only available to a collection of points" - ) - this = self._obj # Should not be modified - - def fillvalue(da): - """ Return fillvalue for a dataarray """ - # https://docs.scipy.org/doc/numpy/reference/generated/numpy.dtype.kind.html#numpy.dtype.kind - if da.dtype.kind in ["U"]: - fillvalue = " " - elif da.dtype.kind == "i": - fillvalue = 99999 - elif da.dtype.kind == "M": - fillvalue = np.datetime64("NaT") - else: - fillvalue = np.nan - return fillvalue - - # Find the number of profiles (N_PROF) and vertical levels (N_LEVELS): - dummy_argo_uid = xr.DataArray( - self.uid( - this["PLATFORM_NUMBER"].values, - this["CYCLE_NUMBER"].values, - this["DIRECTION"].values, - ), - dims="N_POINTS", - coords={"N_POINTS": this["N_POINTS"]}, - name="dummy_argo_uid", - ) - N_PROF = len(np.unique(dummy_argo_uid)) - - N_LEVELS = int( - xr.DataArray( - np.ones_like(this["N_POINTS"].values), - dims="N_POINTS", - coords={"N_POINTS": this["N_POINTS"]}, - ) - .groupby(dummy_argo_uid) - .sum() - .max() - .values - ) - assert N_PROF * N_LEVELS >= len(this["N_POINTS"]) - - # Store the initial set of coordinates: - coords_list = list(this.coords) - this = this.reset_coords() - - # For each variables, determine if it has unique value by profile, - # if yes: the transformed variable should be [N_PROF] - # if no: the transformed variable should be [N_PROF, N_LEVELS] - count = np.zeros((N_PROF, len(this.data_vars)), "int") - for i_prof, grp in enumerate(this.groupby(dummy_argo_uid)): - i_uid, prof = grp - for iv, vname in enumerate(this.data_vars): - count[i_prof, iv] = len(np.unique(prof[vname])) - # Variables with a unique value for each profiles: - list_1d = list(np.array(this.data_vars)[count.sum(axis=0) == count.shape[0]]) - # Variables with more than 1 value for each profiles: - list_2d = list(np.array(this.data_vars)[count.sum(axis=0) != count.shape[0]]) - - # Create new empty dataset: - new_ds = [] - for vname in list_2d: - new_ds.append( - xr.DataArray( - np.full( - (N_PROF, N_LEVELS), - fillvalue(this[vname]), - dtype=this[vname].dtype, - ), - dims=["N_PROF", "N_LEVELS"], - coords={ - "N_PROF": np.arange(N_PROF), - "N_LEVELS": np.arange(N_LEVELS), - }, - attrs=this[vname].attrs, - name=vname, - ) - ) - for vname in list_1d: - new_ds.append( - xr.DataArray( - np.full((N_PROF,), fillvalue(this[vname]), dtype=this[vname].dtype), - dims=["N_PROF"], - coords={"N_PROF": np.arange(N_PROF)}, - attrs=this[vname].attrs, - name=vname, - ) - ) - new_ds = xr.merge(new_ds) - - # Now fill in each profile values: - for i_prof, grp in enumerate(this.groupby(dummy_argo_uid)): - i_uid, prof = grp - for iv, vname in enumerate(this.data_vars): - # ['N_PROF', 'N_LEVELS'] array: - if len(new_ds[vname].dims) == 2: - y = new_ds[vname].values - x = prof[vname].values - try: - y[i_prof, 0: len(x)] = x - except Exception: - print(vname, "input", x.shape, "output", y[i_prof, :].shape) - raise - new_ds[vname].values = y - else: # ['N_PROF', ] array: - y = new_ds[vname].values - x = prof[vname].values - y[i_prof] = np.unique(x)[0] - - # Restore coordinate variables: - new_ds = new_ds.set_coords([c for c in coords_list if c in new_ds]) - - # Misc formatting - new_ds = new_ds.sortby("TIME") - new_ds = new_ds.argo.cast_types() - new_ds = new_ds[np.sort(new_ds.data_vars)] - new_ds.encoding = self.encoding # Preserve low-level encoding information - new_ds.attrs = self.attrs # Preserve original attributes - new_ds.argo._add_history("Transformed with point2profile") - new_ds.argo._type = "profile" - return new_ds - - def profile2point(self): - """ Convert a collection of profiles to a collection of points """ - if self._type != "profile": - raise InvalidDatasetStructure( - "Method only available for a collection of profiles (N_PROF dimemsion)" - ) - ds = self._obj - - # Remove all variables for which a dimension is length=0 (eg: N_HISTORY) - dim_list = [] - for v in ds.data_vars: - dims = ds[v].dims - for d in dims: - if len(ds[d]) == 0: - dim_list.append(d) - break - - # Drop dimensions and associated variables from this dataset - ds = ds.drop_dims(np.unique(dim_list)) - - # Remove any variable that is not with dimensions (N_PROF,) or (N_PROF, N_LEVELS) - for v in ds: - dims = list(ds[v].dims) - dims = ".".join(dims) - if dims not in ["N_PROF", "N_PROF.N_LEVELS"]: - ds = ds.drop_vars(v) - - (ds,) = xr.broadcast(ds) - ds = ds.stack({"N_POINTS": list(ds.dims)}) - ds = ds.reset_index("N_POINTS").drop_vars(["N_PROF", "N_LEVELS"]) - possible_coords = ["LATITUDE", "LONGITUDE", "TIME", "JULD", "N_POINTS"] - for c in [c for c in possible_coords if c in ds.data_vars]: - ds = ds.set_coords(c) - - # Remove index without data (useless points) - ds = ds.where(~np.isnan(ds["PRES"]), drop=1) - ds = ds.sortby("TIME") - ds["N_POINTS"] = np.arange(0, len(ds["N_POINTS"])) - ds = ds.argo.cast_types() - ds = ds[np.sort(ds.data_vars)] - ds.encoding = self.encoding # Preserve low-level encoding information - ds.attrs = self.attrs # Preserve original attributes - ds.argo._add_history("Transformed with profile2point") - ds.argo._type = "point" - return ds - - def interp_std_levels(self, std_lev): - """ Returns a new dataset interpolated to new inputs levels - - Parameters - ---------- - list or np.array - Standard levels used for interpolation - - Returns - ------- - :class:`xarray.Dataset` - """ - - if (type(std_lev) is np.ndarray) | (type(std_lev) is list): - std_lev = np.array(std_lev) - if (np.any(sorted(std_lev) != std_lev)) | (np.any(std_lev < 0)): - raise ValueError( - "Standard levels must be a list or a numpy array of positive and sorted values" - ) - else: - raise ValueError( - "Standard levels must be a list or a numpy array of positive and sorted values" - ) - - if self._type != "profile": - raise InvalidDatasetStructure( - "Method only available for a collection of profiles" - ) - - ds = self._obj - - # Selecting profiles that have a max(pressure) > max(std_lev) to avoid extrapolation in that direction - # For levels < min(pressure), first level values of the profile are extended to surface. - i1 = ds["PRES"].max("N_LEVELS") >= std_lev[-1] - dsp = ds.where(i1, drop=True) - - # check if any profile is left, ie if any profile match the requested depth - if len(dsp["N_PROF"]) == 0: - raise Warning( - "None of the profiles can be interpolated (not reaching the requested depth range)." - ) - return None - - # add new vertical dimensions, this has to be in the datasets to apply ufunc later - dsp["Z_LEVELS"] = xr.DataArray(std_lev, dims={"Z_LEVELS": std_lev}) - - # init - ds_out = xr.Dataset() - - # vars to interpolate - datavars = [ - dv - for dv in list(dsp.variables) - if set(["N_LEVELS", "N_PROF"]) == set(dsp[dv].dims) - and "QC" not in dv - and "ERROR" not in dv - ] - # coords - coords = [dv for dv in list(dsp.coords)] - # vars depending on N_PROF only - solovars = [ - dv - for dv in list(dsp.variables) - if dv not in datavars - and dv not in coords - and "QC" not in dv - and "ERROR" not in dv - ] - - for dv in datavars: - ds_out[dv] = linear_interpolation_remap( - dsp.PRES, - dsp[dv], - dsp["Z_LEVELS"], - z_dim="N_LEVELS", - z_regridded_dim="Z_LEVELS", - ) - ds_out = ds_out.rename({"remapped": "PRES_INTERPOLATED"}) - - for sv in solovars: - ds_out[sv] = dsp[sv] - - for co in coords: - ds_out.coords[co] = dsp[co] - - ds_out = ds_out.drop_vars(["N_LEVELS", "Z_LEVELS"]) - ds_out = ds_out[np.sort(ds_out.data_vars)] - ds_out = ds_out.argo.cast_types() - ds_out.attrs = self.attrs # Preserve original attributes - ds_out.argo._add_history("Interpolated on standard levels") - - return ds_out - - def teos10( # noqa: C901 - self, - vlist: list = ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"], - inplace: bool = True, - ): - """ Add TEOS10 variables to the dataset - - By default, adds: 'SA', 'CT' - Other possible variables: 'SIG0', 'N2', 'PV', 'PTEMP', 'SOUND_SPEED' - Relies on the gsw library. - - If one exists, the correct CF standard name will be added to the attrs. - - Parameters - ---------- - vlist: list(str) - List with the name of variables to add. - Must be a list containing one or more of the following string values: - - * `"SA"` - Adds an absolute salinity variable - * `"CT"` - Adds a conservative temperature variable - * `"SIG0"` - Adds a potential density anomaly variable referenced to 0 dbar - * `"N2"` - Adds a buoyancy (Brunt-Vaisala) frequency squared variable. - This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. - * `"PV"` - Adds a planetary vorticity variable calculated from :math:`\\frac{f N^2}{\\text{gravity}}`. - This is not a TEOS-10 variable from the gsw toolbox, but is provided for convenience. - This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. - * `"PTEMP"` - Adds a potential temperature variable - * `"SOUND_SPEED"` - Adds a sound speed variable - - - inplace: boolean, True by default - If True, return the input :class:`xarray.Dataset` with new TEOS10 variables - added as a new :class:`xarray.DataArray`. - If False, return a :class:`xarray.Dataset` with new TEOS10 variables - - Returns - ------- - :class:`xarray.Dataset` - """ - if not with_gsw: - raise ModuleNotFoundError("This functionality requires the gsw library") - - allowed = ["SA", "CT", "SIG0", "N2", "PV", "PTEMP", "SOUND_SPEED", "CNDC"] - if any(var not in allowed for var in vlist): - raise ValueError( - f"vlist must be a subset of {allowed}, instead found {vlist}" - ) - - if is_list_equal(vlist, ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"]): - warnings.warn( - "Default variables will be reduced to 'SA' and 'CT' in 0.1.9", - category=FutureWarning, - ) - - this = self._obj - - to_profile = False - if self._type == "profile": - to_profile = True - this = this.argo.profile2point() - - # Get base variables as numpy arrays: - psal = this["PSAL"].values - temp = this["TEMP"].values - pres = this["PRES"].values - lon = this["LONGITUDE"].values - lat = this["LATITUDE"].values - - # Coriolis - f = gsw.f(lat) - - # Absolute salinity - sa = gsw.SA_from_SP(psal, pres, lon, lat) - - # Conservative temperature - ct = gsw.CT_from_t(sa, temp, pres) - - # Potential Temperature - if "PTEMP" in vlist: - pt = gsw.pt_from_CT(sa, ct) - - # Potential density referenced to surface - if "SIG0" in vlist: - sig0 = gsw.sigma0(sa, ct) - - # Electrical conductivity - if "CNDC" in vlist: - cndc = gsw.C_from_SP(psal, temp, pres) - - # N2 - if "N2" in vlist or "PV" in vlist: - n2_mid, p_mid = gsw.Nsquared(sa, ct, pres, lat) - # N2 on the CT grid: - ishallow = (slice(0, -1), Ellipsis) - ideep = (slice(1, None), Ellipsis) - - def mid(x): - return 0.5 * (x[ideep] + x[ishallow]) - - n2 = np.zeros(ct.shape) * np.nan - n2[1:-1] = mid(n2_mid) - - # PV: - if "PV" in vlist: - pv = f * n2 / gsw.grav(lat, pres) - - # Sound Speed: - if "SOUND_SPEED" in vlist: - cs = gsw.sound_speed(sa, ct, pres) - - # Back to the dataset: - that = [] - if "SA" in vlist: - SA = xr.DataArray(sa, coords=this["PSAL"].coords, name="SA") - SA.attrs["long_name"] = "Absolute Salinity" - SA.attrs["standard_name"] = "sea_water_absolute_salinity" - SA.attrs["unit"] = "g/kg" - that.append(SA) - - if "CT" in vlist: - CT = xr.DataArray(ct, coords=this["TEMP"].coords, name="CT") - CT.attrs["long_name"] = "Conservative Temperature" - CT.attrs["standard_name"] = "sea_water_conservative_temperature" - CT.attrs["unit"] = "degC" - that.append(CT) - - if "SIG0" in vlist: - SIG0 = xr.DataArray(sig0, coords=this["TEMP"].coords, name="SIG0") - SIG0.attrs[ - "long_name" - ] = "Potential density anomaly with reference pressure of 0 dbar" - SIG0.attrs["standard_name"] = "sea_water_sigma_theta" - SIG0.attrs["unit"] = "kg/m^3" - that.append(SIG0) - - if "CNDC" in vlist: - CNDC = xr.DataArray(cndc, coords=this["TEMP"].coords, name="CNDC") - CNDC.attrs["long_name"] = "Electrical Conductivity" - CNDC.attrs["standard_name"] = "sea_water_electrical_conductivity" - CNDC.attrs["unit"] = "mS/cm" - that.append(CNDC) - - if "N2" in vlist: - N2 = xr.DataArray(n2, coords=this["TEMP"].coords, name="N2") - N2.attrs["long_name"] = "Squared buoyancy frequency" - N2.attrs["unit"] = "1/s^2" - that.append(N2) - - if "PV" in vlist: - PV = xr.DataArray(pv, coords=this["TEMP"].coords, name="PV") - PV.attrs["long_name"] = "Planetary Potential Vorticity" - PV.attrs["unit"] = "1/m/s" - that.append(PV) - - if "PTEMP" in vlist: - PTEMP = xr.DataArray(pt, coords=this["TEMP"].coords, name="PTEMP") - PTEMP.attrs["long_name"] = "Potential Temperature" - PTEMP.attrs["standard_name"] = "sea_water_potential_temperature" - PTEMP.attrs["unit"] = "degC" - that.append(PTEMP) - - if "SOUND_SPEED" in vlist: - CS = xr.DataArray(cs, coords=this["TEMP"].coords, name="SOUND_SPEED") - CS.attrs["long_name"] = "Speed of sound" - CS.attrs["standard_name"] = "speed_of_sound_in_sea_water" - CS.attrs["unit"] = "m/s" - that.append(CS) - - # Create a dataset with all new variables: - that = xr.merge(that) - # Add to the dataset essential Argo variables (allows to keep using the argo accessor): - that = that.assign( - { - k: this[k] - for k in [ - "TIME", - " LATITUDE", - "LONGITUDE", - "PRES", - "PRES_ADJUSTED", - "PLATFORM_NUMBER", - "CYCLE_NUMBER", - "DIRECTION", - ] - if k in this - } - ) - # Manage output: - if inplace: - # Merge previous with new variables - for v in that.variables: - this[v] = that[v] - if to_profile: - this = this.argo.point2profile() - for k in this: - if k not in self._obj: - self._obj[k] = this[k] - return self._obj - else: - if to_profile: - return that.argo.point2profile() - else: - return that - - def filter_scalib_pres(self, force: str = "default", inplace: bool = True): - """ Filter variables according to OWC salinity calibration software requirements - - By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, - PRES variable will be replaced by PRES_ADJUSTED. - - With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether - PRES is adjusted or not. - - With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced - with adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED. - - Since ADJUSTED variables are not required anymore after the filter, all *ADJUSTED* variables are dropped in - order to avoid confusion wrt variable content. - - Parameters - ---------- - force: str - Use force='default' to load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED - filled or not. - - Use force='raw' to force load of PRES/PSAL/TEMP + Use force='raw' to force load of PRES/PSAL/TEMP Use force='adjusted' to force load of PRES_ADJUSTED/PSAL_ADJUSTED/TEMP_ADJUSTED inplace: boolean, True by default @@ -1266,29 +961,134 @@ def filter_scalib_pres(self, force: str = "default", inplace: bool = True): this["PRES_QC"] = this["PRES_ADJUSTED_QC"] this["PSAL"].values = sp - # Finally drop everything not required anymore: - this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) + # Finally drop everything not required anymore: + this = this.drop_vars([v for v in this.data_vars if "ADJUSTED" in v]) + + # Manage output: + this.argo._add_history("Variables filtered according to OWC methodology") + this = this[np.sort(this.data_vars)] + if to_profile: + this = this.argo.point2profile() + + # Manage output: + if inplace: + self._obj = this + return self._obj + else: + return this + + def interp_std_levels(self, + std_lev: list or np.array, + axis: str = 'PRES'): + """ Returns a new dataset interpolated to standard pressure levels + + Parameters + ---------- + std_lev: list or np.array + Standard pressure levels used for interpolation. It has to be 1-dimensional and monotonic. + axis: str, default: ``PRES`` + The dataset variable to use as pressure axis. This could be ``PRES`` or ``PRES_ADJUSTED``. + + Returns + ------- + :class:`xarray.Dataset` + """ + this_ds = self._obj + + if (type(std_lev) is np.ndarray) | (type(std_lev) is list): + std_lev = np.array(std_lev) + if (np.any(sorted(std_lev) != std_lev)) | (np.any(std_lev < 0)): + raise ValueError( + "Standard levels must be a list or a numpy array of positive and sorted values" + ) + else: + raise ValueError( + "Standard levels must be a list or a numpy array of positive and sorted values" + ) + + if axis not in ['PRES', 'PRES_ADJUSTED']: + raise ValueError("'axis' option must be 'PRES' or 'PRES_ADJUSTED'") + + # Will work with a collection of profiles: + to_point = False + if this_ds.argo._type == "point": + to_point = True + this_dsp = this_ds.argo.point2profile() + else: + this_dsp = this_ds.copy(deep=True) + + # Selecting profiles that have a max(pressure) > max(std_lev) to avoid extrapolation in that direction + # For levels < min(pressure), first level values of the profile are extended to surface. + i1 = this_dsp[axis].max("N_LEVELS") >= std_lev[-1] + this_dsp = this_dsp.where(i1, drop=True) + + # check if any profile is left, ie if any profile match the requested depth + if len(this_dsp["N_PROF"]) == 0: + raise Warning( + "None of the profiles can be interpolated (not reaching the requested depth range)." + ) + return None + + # add new vertical dimensions, this has to be in the datasets to apply ufunc later + this_dsp["Z_LEVELS"] = xr.DataArray(std_lev, dims={"Z_LEVELS": std_lev}) + + # init + ds_out = xr.Dataset() + + # vars to interpolate + datavars = [ + dv + for dv in list(this_dsp.variables) + if set(["N_LEVELS", "N_PROF"]) == set(this_dsp[dv].dims) + and "QC" not in dv + and "ERROR" not in dv + ] + # coords + coords = [dv for dv in list(this_dsp.coords)] + # vars depending on N_PROF only + solovars = [ + dv + for dv in list(this_dsp.variables) + if dv not in datavars + and dv not in coords + and "QC" not in dv + and "ERROR" not in dv + ] + + for dv in datavars: + ds_out[dv] = linear_interpolation_remap( + this_dsp[axis], + this_dsp[dv], + this_dsp["Z_LEVELS"], + z_dim="N_LEVELS", + z_regridded_dim="Z_LEVELS", + ) + ds_out = ds_out.rename({"remapped": "%s_INTERPOLATED" % axis}) + + for sv in solovars: + ds_out[sv] = this_dsp[sv] + + for co in coords: + ds_out.coords[co] = this_dsp[co] - # Manage output: - this.argo._add_history("Variables filtered according to OWC methodology") - this = this[np.sort(this.data_vars)] - if to_profile: - this = this.argo.point2profile() + ds_out = ds_out.drop_vars(["N_LEVELS", "Z_LEVELS"]) + ds_out = ds_out[np.sort(ds_out.data_vars)] + ds_out = ds_out.argo.cast_types() + ds_out.attrs = self.attrs # Preserve original attributes + ds_out.argo._add_history("Interpolated on standard %s levels" % axis) - # Manage output: - if inplace: - self._obj = this - return self._obj + if to_point: + return ds_out.argo.profile2point() else: - return this - - def groupby_pressure_bins(self, - pressure_bins: list or np.array, - axis: str = 'PRES', - right: bool = False, - select: str = 'deep', - squeeze: bool = True, - merge: bool = True): + return ds_out + + def groupby_pressure_bins(self, # noqa: C901 + bins: list or np.array, + axis: str = 'PRES', + right: bool = False, + select: str = 'deep', + squeeze: bool = True, + merge: bool = True): """ Group measurements by pressure bins This method can be used to subsample and align an irregular dataset (pressure not being similar in all profiles) @@ -1297,7 +1097,7 @@ def groupby_pressure_bins(self, Parameters ---------- - pressure_bins: list or np.array, + bins: list or np.array, Array of bins. It has to be 1-dimensional and monotonic. Bins of data are localised using values from options `axis` (default: ``PRES``) and `right` (default: ``False``), see below. axis: str, default: ``PRES`` @@ -1314,14 +1114,14 @@ def groupby_pressure_bins(self, returned for a bin to be taken at the deepest pressure level in the bin. Or this selection can be based on statistics of measurements in a bin. Stats available are: ``min``, ``max``, - ``mean``, ``median``. For instance ``select='mean'`` will lead to the value returned for a bin to be mean of + ``mean``, ``median``. For instance ``select='mean'`` will lead to the value returned for a bin to be the mean of all measurements in the bin. squeeze: bool, default: True Squeeze from the output bin levels without measurements. merge: bool, default: True Optimize the output bins axis size by merging levels with/without data. The pressure bins axis is modified accordingly. This means that the return STD_PRES_BINS axis has not necessarily the same size as - the input ``pressure_bins``. + the input ``bins``. Returns ------- @@ -1333,17 +1133,9 @@ def groupby_pressure_bins(self, """ this_ds = self._obj - # Will work with a collection of profiles: - to_point = False - if this_ds.argo._type == "point": - to_point = True - this_dsp = this_ds.argo.point2profile() - else: - this_dsp = this_ds.copy(deep=True) - - if (type(pressure_bins) is np.ndarray) | (type(pressure_bins) is list): - pressure_bins = np.array(pressure_bins) - if (np.any(sorted(pressure_bins) != pressure_bins)) | (np.any(pressure_bins < 0)): + if (type(bins) is np.ndarray) | (type(bins) is list): + bins = np.array(bins) + if (np.any(sorted(bins) != bins)) | (np.any(bins < 0)): raise ValueError( "Standard bins must be a list or a numpy array of positive and sorted values" ) @@ -1352,8 +1144,19 @@ def groupby_pressure_bins(self, "Standard bins must be a list or a numpy array of positive and sorted values" ) + if axis not in ['PRES', 'PRES_ADJUSTED']: + raise ValueError("'axis' option must be 'PRES' or 'PRES_ADJUSTED'") + + # Will work with a collection of profiles: + to_point = False + if this_ds.argo._type == "point": + to_point = True + this_dsp = this_ds.argo.point2profile() + else: + this_dsp = this_ds.copy(deep=True) + # Adjust bins axis if we possibly have to squeeze empty bins: - h, bin_edges = np.histogram(np.unique(np.round(this_ds[axis], 1)), pressure_bins) + h, bin_edges = np.histogram(np.unique(np.round(this_dsp[axis], 1)), bins) N_bins_empty = len(np.where(h == 0)[0]) # check if any profile is left, ie if any profile match the requested bins if N_bins_empty == len(h): @@ -1362,8 +1165,9 @@ def groupby_pressure_bins(self, ) return None if N_bins_empty > 0 and squeeze: - pressure_bins = pressure_bins[np.where(h > 0)] - log.debug("pressure_bins axis was squeezed to full bins only (%i bins found empty)" % N_bins_empty) + log.debug( + "bins axis was squeezed to full bins only (%i bins found empty out of %i)" % (N_bins_empty, len(bins))) + bins = bins[np.where(h > 0)] def replace_i_level_values(this_da, this_i_level, new_values_along_profiles): """ Convenience fct to update only one level of a ["N_PROF", "N_LEVELS"] xr.DataArray""" @@ -1388,6 +1192,9 @@ def nanmerge(x, y): z[i] = y[i] return z + merged_is_nan = lambda l1, l2: len(np.unique(np.where(np.isnan(l1.values + l2.values)))) == len( + l1) # noqa: E731 + def merge_bin_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: """ Levels merger of type 'bins' value @@ -1406,27 +1213,24 @@ def merge_bin_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: :class:`xarray.Dataset` """ new_ds = this_ds.copy(deep=True) + N_LEVELS = new_ds.argo.N_LEVELS idel = [] - for i_level in range(0, this_ds.argo.N_LEVELS - 1 - 1): - this_ds_up = this_ds['PRES'].isel(N_LEVELS=i_level) - pres_up = np.unique(this_ds_up[~np.isnan(this_ds_up)]) - - this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) + for i_level in range(0, N_LEVELS - 1 - 1): + this_ds_level = this_ds[axis].isel(N_LEVELS=i_level) + this_ds_dw = this_ds[axis].isel(N_LEVELS=i_level + 1) pres_dw = np.unique(this_ds_dw[~np.isnan(this_ds_dw)]) - if len(pres_dw) == 1 and pres_dw[0] in this_ds['STD_PRES_BINS'] and len( - np.unique(np.where(np.isnan(this_ds_up.values + this_ds_dw.values)))) == len(this_ds_up): - # print(i_level, pres_up, pres_dw) - # Merge these lines: - # new_values = np.nansum([this_ds_dw.values, this_ds_up.values], axis=0) - new_values = nanmerge(this_ds_dw.values, this_ds_up.values) - replace_i_level_values(new_ds['PRES'], i_level, new_values) + if len(pres_dw) == 1 \ + and pres_dw[0] in this_ds["STD_%s_BINS" % axis] \ + and merged_is_nan(this_ds_level, this_ds_dw): + new_values = nanmerge(this_ds_dw.values, this_ds_level.values) + replace_i_level_values(new_ds[axis], i_level, new_values) idel.append(i_level + 1) ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] new_ds = new_ds.isel(N_LEVELS=ikeep) new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) - val = new_ds['PRES'].values - new_ds['PRES'].values = np.where(val == 0, np.nan, val) + val = new_ds[axis].values + new_ds[axis].values = np.where(val == 0, np.nan, val) return new_ds def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: @@ -1448,34 +1252,30 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: ------- :class:`xarray.Dataset` """ - new_ds = this_ds.copy(deep=True) - N_LEVELS = new_ds.argo.N_LEVELS idel = [] for i_level in range(0, N_LEVELS): if i_level + 1 < N_LEVELS: - this_ds_level = this_ds['PRES'].isel(N_LEVELS=i_level) - this_ds_dw = this_ds['PRES'].isel(N_LEVELS=i_level + 1) - if len(np.unique(np.where(np.isnan(this_ds_level.values + this_ds_dw.values)))) == len( - this_ds_level): + this_ds_level = this_ds[axis].isel(N_LEVELS=i_level) + this_ds_dw = this_ds[axis].isel(N_LEVELS=i_level + 1) + if merged_is_nan(this_ds_level, this_ds_dw): new_values = nanmerge(this_ds_level.values, this_ds_dw.values) - replace_i_level_values(new_ds['PRES'], i_level, new_values) + replace_i_level_values(new_ds[axis], i_level, new_values) idel.append(i_level + 1) ikeep = [i for i in np.arange(0, new_ds.argo.N_LEVELS - 1) if i not in idel] new_ds = new_ds.isel(N_LEVELS=ikeep) new_ds = new_ds.assign_coords({'N_LEVELS': np.arange(0, len(new_ds['N_LEVELS']))}) - val = new_ds['PRES'].values - new_ds['PRES'].values = np.where(val == 0, np.nan, val) + val = new_ds[axis].values + new_ds[axis].values = np.where(val == 0, np.nan, val) return new_ds # init new_ds = [] - this_dsp = this_ds.copy(deep=True) # add new vertical dimensions, this has to be in the datasets to apply ufunc later - this_dsp["Z_LEVELS"] = xr.DataArray(pressure_bins, dims={"Z_LEVELS": pressure_bins}) + this_dsp["Z_LEVELS"] = xr.DataArray(bins, dims={"Z_LEVELS": bins}) # vars to align if select in ["shallow", "deep", "middle", "random"]: @@ -1528,11 +1328,11 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: new_ds.attrs = this_ds.attrs for dv in othervars: - new_ds[dv] = this_ds[dv] + new_ds[dv] = this_dsp[dv] new_ds = new_ds.argo.cast_types() new_ds = new_ds[np.sort(new_ds.data_vars)] - new_ds.attrs = this_ds.attrs # Preserve original attributes + new_ds.attrs = this_dsp.attrs # Preserve original attributes new_ds.argo._add_history("Sub-sampled and re-aligned on standard bins") if merge: @@ -1540,10 +1340,220 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: new_ds = merge_all_matching_levels(new_ds) if to_point: - return new_ds.argo.profile2point() - else: - return new_ds + new_ds = new_ds.argo.profile2point() + + return new_ds + + def teos10( # noqa: C901 + self, + vlist: list = ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"], + inplace: bool = True): + """ Add TEOS10 variables to the dataset + + By default, adds: 'SA', 'CT' + Other possible variables: 'SIG0', 'N2', 'PV', 'PTEMP', 'SOUND_SPEED' + Relies on the gsw library. + + If one exists, the correct CF standard name will be added to the attrs. + + Parameters + ---------- + vlist: list(str) + List with the name of variables to add. + Must be a list containing one or more of the following string values: + + * `"SA"` + Adds an absolute salinity variable + * `"CT"` + Adds a conservative temperature variable + * `"SIG0"` + Adds a potential density anomaly variable referenced to 0 dbar + * `"N2"` + Adds a buoyancy (Brunt-Vaisala) frequency squared variable. + This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. + * `"PV"` + Adds a planetary vorticity variable calculated from :math:`\\frac{f N^2}{\\text{gravity}}`. + This is not a TEOS-10 variable from the gsw toolbox, but is provided for convenience. + This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. + * `"PTEMP"` + Adds a potential temperature variable + * `"SOUND_SPEED"` + Adds a sound speed variable + + + inplace: boolean, True by default + If True, return the input :class:`xarray.Dataset` with new TEOS10 variables + added as a new :class:`xarray.DataArray`. + If False, return a :class:`xarray.Dataset` with new TEOS10 variables + + Returns + ------- + :class:`xarray.Dataset` + """ + if not with_gsw: + raise ModuleNotFoundError("This functionality requires the gsw library") + + allowed = ["SA", "CT", "SIG0", "N2", "PV", "PTEMP", "SOUND_SPEED", "CNDC"] + if any(var not in allowed for var in vlist): + raise ValueError( + f"vlist must be a subset of {allowed}, instead found {vlist}" + ) + + if is_list_equal(vlist, ["SA", "CT", "SIG0", "N2", "PV", "PTEMP"]): + warnings.warn( + "Default variables will be reduced to 'SA' and 'CT' in 0.1.9", + category=FutureWarning, + ) + + this = self._obj + + to_profile = False + if self._type == "profile": + to_profile = True + this = this.argo.profile2point() + + # Get base variables as numpy arrays: + psal = this["PSAL"].values + temp = this["TEMP"].values + pres = this["PRES"].values + lon = this["LONGITUDE"].values + lat = this["LATITUDE"].values + + # Coriolis + f = gsw.f(lat) + + # Absolute salinity + sa = gsw.SA_from_SP(psal, pres, lon, lat) + + # Conservative temperature + ct = gsw.CT_from_t(sa, temp, pres) + + # Potential Temperature + if "PTEMP" in vlist: + pt = gsw.pt_from_CT(sa, ct) + + # Potential density referenced to surface + if "SIG0" in vlist: + sig0 = gsw.sigma0(sa, ct) + + # Electrical conductivity + if "CNDC" in vlist: + cndc = gsw.C_from_SP(psal, temp, pres) + + # N2 + if "N2" in vlist or "PV" in vlist: + n2_mid, p_mid = gsw.Nsquared(sa, ct, pres, lat) + # N2 on the CT grid: + ishallow = (slice(0, -1), Ellipsis) + ideep = (slice(1, None), Ellipsis) + + def mid(x): + return 0.5 * (x[ideep] + x[ishallow]) + + n2 = np.zeros(ct.shape) * np.nan + n2[1:-1] = mid(n2_mid) + + # PV: + if "PV" in vlist: + pv = f * n2 / gsw.grav(lat, pres) + + # Sound Speed: + if "SOUND_SPEED" in vlist: + cs = gsw.sound_speed(sa, ct, pres) + + # Back to the dataset: + that = [] + if "SA" in vlist: + SA = xr.DataArray(sa, coords=this["PSAL"].coords, name="SA") + SA.attrs["long_name"] = "Absolute Salinity" + SA.attrs["standard_name"] = "sea_water_absolute_salinity" + SA.attrs["unit"] = "g/kg" + that.append(SA) + + if "CT" in vlist: + CT = xr.DataArray(ct, coords=this["TEMP"].coords, name="CT") + CT.attrs["long_name"] = "Conservative Temperature" + CT.attrs["standard_name"] = "sea_water_conservative_temperature" + CT.attrs["unit"] = "degC" + that.append(CT) + + if "SIG0" in vlist: + SIG0 = xr.DataArray(sig0, coords=this["TEMP"].coords, name="SIG0") + SIG0.attrs[ + "long_name" + ] = "Potential density anomaly with reference pressure of 0 dbar" + SIG0.attrs["standard_name"] = "sea_water_sigma_theta" + SIG0.attrs["unit"] = "kg/m^3" + that.append(SIG0) + + if "CNDC" in vlist: + CNDC = xr.DataArray(cndc, coords=this["TEMP"].coords, name="CNDC") + CNDC.attrs["long_name"] = "Electrical Conductivity" + CNDC.attrs["standard_name"] = "sea_water_electrical_conductivity" + CNDC.attrs["unit"] = "mS/cm" + that.append(CNDC) + + if "N2" in vlist: + N2 = xr.DataArray(n2, coords=this["TEMP"].coords, name="N2") + N2.attrs["long_name"] = "Squared buoyancy frequency" + N2.attrs["unit"] = "1/s^2" + that.append(N2) + + if "PV" in vlist: + PV = xr.DataArray(pv, coords=this["TEMP"].coords, name="PV") + PV.attrs["long_name"] = "Planetary Potential Vorticity" + PV.attrs["unit"] = "1/m/s" + that.append(PV) + + if "PTEMP" in vlist: + PTEMP = xr.DataArray(pt, coords=this["TEMP"].coords, name="PTEMP") + PTEMP.attrs["long_name"] = "Potential Temperature" + PTEMP.attrs["standard_name"] = "sea_water_potential_temperature" + PTEMP.attrs["unit"] = "degC" + that.append(PTEMP) + + if "SOUND_SPEED" in vlist: + CS = xr.DataArray(cs, coords=this["TEMP"].coords, name="SOUND_SPEED") + CS.attrs["long_name"] = "Speed of sound" + CS.attrs["standard_name"] = "speed_of_sound_in_sea_water" + CS.attrs["unit"] = "m/s" + that.append(CS) + # Create a dataset with all new variables: + that = xr.merge(that) + # Add to the dataset essential Argo variables (allows to keep using the argo accessor): + that = that.assign( + { + k: this[k] + for k in [ + "TIME", + " LATITUDE", + "LONGITUDE", + "PRES", + "PRES_ADJUSTED", + "PLATFORM_NUMBER", + "CYCLE_NUMBER", + "DIRECTION", + ] + if k in this + } + ) + # Manage output: + if inplace: + # Merge previous with new variables + for v in that.variables: + this[v] = that[v] + if to_profile: + this = this.argo.point2profile() + for k in this: + if k not in self._obj: + self._obj[k] = this[k] + return self._obj + else: + if to_profile: + return that.argo.point2profile() + else: + return that def create_float_source(self, # noqa: C901 path: str or os.PathLike = None, @@ -1561,7 +1571,9 @@ def create_float_source(self, # noqa: C901 ``/.mat`` - where ```` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch between user input and data content). So if this dataset has measurements from more than one float, more than one Matlab file will be created. + where ```` is automatically extracted from the dataset variable PLATFORM_NUMBER (in order to avoid mismatch + between user input and data content). So if this dataset has measurements from more than one float, more than one + Matlab file will be created. By default, variables loaded are raw PRES, PSAL and TEMP. If PRES is adjusted, variables loaded are PRES_ADJUSTED, raw PSAL calibrated in pressure and raw TEMP. @@ -1577,7 +1589,8 @@ def create_float_source(self, # noqa: C901 Pre-processing details: - select only ascending profiles - - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the deepest level + - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the + deepest level - filter variables according to the 'force' option (see above) - filter variables according to QC flags: @@ -1585,15 +1598,18 @@ def create_float_source(self, # noqa: C901 - Keep measurements where pressure QC is anything but 3 - Keep measurements where pressure, temperature or salinity QC are anything but 4 - - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. Bounds inclusive. + - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. + Bounds inclusive. - convert timestamp to fractional year - convert longitudes to 0-360 - - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned pressure values. This can lead to modify the number of levels in the dataset + - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned + pressure values. This can lead to modify the number of levels in the dataset Parameters ---------- path: str or path-like, optional - Path or folder name to which to save this Matlab file. If no path is provided, this function returns the resulting Matlab file as :class:`xarray.Dataset`. + Path or folder name to which to save this Matlab file. If no path is provided, this function returns the + resulting Matlab file as :class:`xarray.Dataset`. force: {"default", "raw", "adjusted"}, default: "default" If force='default' will load PRES/PSAL/TEMP or PRES_ADJUSTED/PSAL/TEMP according to PRES_ADJUSTED filled or not. @@ -1613,15 +1629,18 @@ def create_float_source(self, # noqa: C901 Returns ------- :class:`xarray.Dataset` - The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` is the number of vertical levels): + The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` + is the number of vertical levels): - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) - - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal depth axis.) + - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal + depth axis.) - TEMP (mxn, in-situ IPTS-90) - SAL (mxn, PSS-78) - - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation) + - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in + IPTS-90 for calculation) - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) """ @@ -1703,7 +1722,7 @@ def preprocess_one_float(this_one: xr.Dataset, # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L194 # # Subsample and align vertical levels (max 1 level every 10db): - # # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 + # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 # this_one = this_one.argo.align_std_bins(inplace=False) # log.debug(pretty_print_count(this_one, "after vertical levels subsampling")) @@ -1739,12 +1758,13 @@ def preprocess_one_float(this_one: xr.Dataset, # Exclude dummies # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L427 this_one = ( - this_one.argo._where(this_one["PSAL"] <= 50, drop=True) - .argo._where(this_one["PSAL"] >= 0, drop=True) - .argo._where(this_one["PTEMP"] <= 50, drop=True) - .argo._where(this_one["PTEMP"] >= -10, drop=True) - .argo._where(this_one["PRES"] <= 6000, drop=True) - .argo._where(this_one["PRES"] >= 0, drop=True) + this_one + .argo._where(this_one["PSAL"] <= 50, drop=True) + .argo._where(this_one["PSAL"] >= 0, drop=True) + .argo._where(this_one["PTEMP"] <= 50, drop=True) + .argo._where(this_one["PTEMP"] >= -10, drop=True) + .argo._where(this_one["PRES"] <= 6000, drop=True) + .argo._where(this_one["PRES"] >= 0, drop=True) ) if len(this_one["N_POINTS"]) == 0: raise DataNotFound( @@ -1760,7 +1780,7 @@ def preprocess_one_float(this_one: xr.Dataset, # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L208 # https://github.com/euroargodev/dm_floats/blob/c580b15202facaa0848ebe109103abe508d0dd5b/src/ow_source/create_float_source.m#L451 bins = np.arange(0.0, np.max(this_one["PRES"]) + 10.0, 10.0) - this_one = this_one.argo.groupby_pressure_bins(pressure_bins=bins, select=select, axis='PRES') + this_one = this_one.argo.groupby_pressure_bins(bins=bins, select=select, axis='PRES') log.debug(pretty_print_count(this_one, "after vertical levels subsampling and re-alignment")) # Compute fractional year: @@ -1847,7 +1867,7 @@ def preprocess_one_float(this_one: xr.Dataset, output = {} for WMO in np.unique(this['PLATFORM_NUMBER']): log.debug("> Preprocessing data for float WMO %i" % WMO) - this_float = this.argo._where(this['PLATFORM_NUMBER']==WMO, drop=True) + this_float = this.argo._where(this['PLATFORM_NUMBER'] == WMO, drop=True) if path is None: output[WMO] = preprocess_one_float(this_float, this_path=path, select=select, debug_output=debug_output) else: diff --git a/docs/_static/groupby_pressure_bins_select_deep.png b/docs/_static/groupby_pressure_bins_select_deep.png new file mode 100644 index 0000000000000000000000000000000000000000..c7cfb881422aa8f12b615240e459084ec4f7dc30 GIT binary patch literal 375307 zcmce;cRZWl|30omsja0pRn(@f+9OoeYN=6s)F`$07Ab14qE?NxwfEj5wKui5Ac!41 zAtAqbzhAG``qU~=XtK@bzRSM@(}S}O_7v{o(K;Qk5pOdwI&|k-A+8b zTkC}PaGwZyZ#}^M5_eb7bJudRa`!TG{e<_<%-z}E$=%+@{ITaJS2r6cMe=kQH_z_fNqJ6EM-aVg5-b!PLmEvY z-$a}4+&}i`8$RKE_HSRS)JA}p?z1+fA3i_;w);zdUP#IzC)(f~UsSkEtCvTqL9Oiv z?_G2oM}}Lh>|+YTySD@X{k6jU1*1>%e}49u0)>1++xfp5{pT{0Ht0Fu|8ehQ=Q!5? z-uj?ZA{05Z?T*R@T(Wr{EGqxV%kY@i z$DEmB&koV)j!h9X5LEXfTn72epwx9*-}WvSWgWStX` z2DvPT(5s?DMOy-KGjzV#NI6+02c^1=h==t`AGlbAR{!Sm#=uxc;{s0Eme0z(j$*x9 zf{V+VB6|VXN3<59+m5YgI?U+V-YV-+W|^yP^%Fk`(ys-xAqZzec=yf<3qmlik-t|o z;(RCRc1LJCA7&limAO8OJGpu0DDc3o<#MW=S@k4D&_B>A;3U0eOF?i=2z)^TI_3m* zgvp$;GM}XOek^6mGt|>tDO3mYAb<$J3*6xQ6SGd)O^y>%4tqq~j-qGC|BL$u#npde zmyNdwz;psIEdA&XVnKKHfaAno8AXoRt_;yKc=O}gpbgAyRQ0LGIHATy$~(w%y~-lN zo!fl5Qyd1)6mu~*Zc-I!?2mt>Unso}QZO+#Abeh+O)T$f+K? zv76xr#$w=1D{aR~b?zvYvx zN{GuyC2na=u8&i|N0%ukzTD8u>H1Iz3m_n4!Ld0erFHKUA3y(5Hp|s#)DpF>QF|xL z^`VE4)JfXtdN2!SQr`PCldE+L%=l;C#W|9UZ z?YnnJlld}9Uah;v78d~twc9CRrDUR;i;1^>sFui@rnjpg?nUIdI=@F#x^a zIr<-7`AHxhPAt%XcNmCD(zF=J4;;7qnA5lx$=k4=po(|%5();P7oa@`&A*=8o0|vS z@DpYia?Oi}y)4HLz?hL@PoF-WUb2Qjt!K)NtxKYen>}5&{{9jQz>aveB_cprH0BzC zy*{kIp*P8chTw~fi&g6|a+b}%zvMF{JcvHh)&w}DJ>}%Q#Zte^`6(bE>o*q)_XxZB zeGxFKixcI9-G>|<#ep*50PKY|rdch&6DL_LCpRL43qzX)lu6q6J6GiAm-JGr_tjT& z1%cdxz-?8~+6(-DNGbFFKZJf@H8eaN)5vl#UmHary(MSlvys#}dP8>6SHl-@@F))5 zVG!&aYba9ft#>bZ4qD4)-P2(!0GTpr3eyCmF@%ZN8sVn{hyB z*v?B&1%u&{yk#rD$bnmWEu|U(S2LhY9A-_fc628k>wU%(vuXr}apO@=sBnU|2_=7m zwgGPfwFIw+21r8A?I1nnn1S*V$xkl6zCVx|4XxhW46#tu(RuQyEZ>CqraSK_X>;!rrv80eKbe?B6yTjBw= zEA=@HW*Nf4UC9L5G;?%AvN!(3T_O|QVDyha^V0p_;(@OP2*8LL*4bZ}4#0gz{g?^J z7*_^OuU{Ynkj*{=T3Ih%;&|<5K^w0xcQ1ByA(6G7wCh(mE;aM?Ouo@h905Y-{wlc2 zmg>MF)cv10`A(#J<0A38RL3yojomOuicv>C;A;Chu@+mFa*rPWq%apU17%mIL{rs2GGu>(P#*{Q6u8#$=3AhN{ zxCat|p}syYS-o%L;pjHMK&RMx$k6UT8F;?Ga1-Z&7}4cEoQy86BI7_9*adE-BcEHL z<_KgCZ{Y~L9fx>`WNUrxe+Ukz89lQRai*8!Dc>~7ENX7GV6PBx>T+*R8UJ7SXS|(nqzOd4ULSr zUSGh;)dO+&n*LW_u21t%&=4$|QOx-Z;4&Mq2Dt9U_KjpphFwS@8%H;u$N7-lOc8p0 zULQ6yixanndMAPvR&pQ0QJ)dF23+bXWWoJ$(_FbBY@cpk6PNrR$UkM0A5lB)qnonn z&r&o_H2#yUfNL1Q3db2zsCM$rn^aetI0cE9bIKe=d@jXxnN>Yv>_h>wb%?IwiuCT2 zXYRNWWRH90IQMrK&IkvCuGQCFFA@)LOn#JLTWWplzC+8^zLTO#zXFYM7tTMs+>jQK zZ=a^^5FhVGLCXiNSCR>3re|@^i}?`^jX0v^1l0^dOPU-8(M0D0;2CZxoS66GSizMU zi|VcRIk8&CB}JL!t>c>nF~yNz7=&D{%zxj`ba2-MDe(tTEf{bVg=uHO{KsH?7D<C(v=e_n2+=sKgL%6a`=zOVp`Ap!Z zesjZBZzV$C{}IBww*lpMKmFH71bQ&a_@^2=Hiq0peG`|99TM`ie{Req=z0_@PTTRX zf_QQN%b0&8uD8M05jd-KX5>DmaO3kkLv5CE>yMR8;rX|aML{_ml>e!v{w<3Sp5KLp z{#zjbYY9XDv4sEq`{wGR#s8FE|CZB#q(doWL8Pz3!5)<5JN)(rssFda{Ld&aa{a7{B4}+Age~02&o}XoD^(?QO!)Uv z|00v3{oRXyC-dKs!x^Kl^l4Td<)4NAPbmL$7be5P_*v*x&Htkp5;?m6;QN1OedrcT zJWv6q|Gz({Xy~Q*ZuWl;0s#MtcL|XGH}L=Vu>#Makj3UJIwz9+8`*yVVnI0YPtE#o zM_{*CcvoQNf3ob~9v&aMsfE*>Pq6*Jmgrw-{L}c)sQ7dvF6;*)i~LDuK3OLTDJ@?M z3%T?1^1QcIO;t3g0K4Y@S3IyGSKQZ#tdS*6y7S8!NY)Jj8-cFQ@T73{Cwvr(8NI-< z>IB%OKcI=$x^ZnKhEd;SrDeNR>Z7CRt8kBPHBXwxqsd#}zb%41$!iO$1Y$gr)77CP z=5<~6pMFTkWHM}enERyJkukqk?hp1n$oVkGCDLkKo2f9RM31m$v^)az00t9)|pKp-d5F> z=bK0@0%k3D46}>fyR&l3(DQ|UVW}$4b}60^h%K8~=FP8T(lYxL!X7A?nDHeQ6=^fk)6+< zO(rRCwEpf+hj{Nh&REx#Q|_m{!UBtR4_oC-c(0hDk}YwIvW$#R488_vpzH@Y;&f>)+toS$>< zlP^{Kb+-5_j7$+A$9Z2I2sel9mll$q%r`p+EzrbjMLl3{@DQyufSw_vG7v0Fs+^-@ zUbaG#1``aMwN9(-^&>3V^qfXD9-B`+^VzX9GnGDzR1>g z9}2G9e>yhS^s zrO)3ERa(2kTFCe_*Lof*DtUA%7X}#-&RD1xD+n)(4gcz%Sad#pRyi(Z z2|pm6pzd*=3Iy_<`R--?*lcNhhg%MBm-t1$MUY`RETK&k@$YCd}ZI?8xOBpH7(*)bWEEW{I!K2?U5m z1-5rHxzDGMTdxRGO>L@yu0d$Wr7AO%-bX2oz6jRuR8o6;#x+F@@Uu)qa##P#;gPgQ z8Z?$Jqm_GhmS{+zG-Z}iaB$;Ys zFJ)rvHpRp^4;anke<-zOX6@uXJdr=|506ZDnLhd%mf5*yNG2Yt^F6<;iI2vUvy%j1dW~ zifQb*boDrvF`e_fbA$epNz{fka>=>H!CJaZ+>;=rIs?#}IX8d#JkROUABhrX+|T++ zIo05O@Z@R2+4j6XxR`v8LnsvOu-t>QY_KVZ{5WUli@U=O1NhZ`B8(PI3SgEI=o?3( zk<8f0+V(?TGlpg*o@o7Ds89j0Lrki00O+^9AD31PCPEk74zvA`Z{*lG-1<&8c~*zFB5Ip{5R%yL`av+`7PG%5q; zt2-|g!n9$jQFVKB&MgCP+mW%0a`jto=j&FUbt23bj?xmN9t3e(>gEEiGip3XmoC3j zX#8P4SA1UR3eCfdDAlYUFT6Z*Ck6nKPh5CJE*Ti(RdTOYP(wFm@UaiV)ruZ(}q1nmB>^wVh zxx?o=+}7Ep;?mz}O=}Uo!63@KzOEToEvoLideG=`RbCrgzF3jswB#SIq|EHKI=2X# zxqLpZ2cC)OCbM?tjndR*_S~S?UgEN=T#99q^qxpx?sCHPIN=@Q%G+@4vFSB2ZaWuU3F7^_Qudw$4B1DwoT0(2^`Yw6 zu$k+UsE7ZXwP+@+R>vaNLq5&qJw;p!#%;>M9qqZUd|+i&CRjiqMbJY<=poLdc%Bp^ zDn0Id$&2=fgy54gOZA1&n22Haa9gF8*y}4k0f91AY|~6D8Ee-er1>^f+?&{`?J{wF z+L?yi^?%uR+;&we;R{q?obAkrsgFw0!F9FCzr%i95WIdvpx${ms`KFB%BtvE5MUg+v?MM=P&dn1+A8x11 z9h!^9xUz+31>gq>P~aAa)WtOt-U#+Rp+mg8-w%=6pl&&t7d*OHXp8#A29Dx3OJpMv1 zy_@U5zR8P1@#~r|`LftWthiVM!l7*lHlH2>ESVeU{+4L~EEjVkTE3cTdPU|_DU&%J zlrOUtfLVPQkk;FBF}!|0B(uZ#g@b}?l-TVWFNCCpwteMb6N)Mua> zI^;SHuxPyA-X2}u)C%+2^#YL3KhAX$ykpPWh+TBNUeg6dq1 z;L~PCTky&-^y-u@Sby2elK^x!2pLRVKG$jLf07jXY1aSl?Cs=Og_aFbaCdw+$Mv2N zSdL?Qrkn6-u-`kURpU{#an{9ky>m;ee~%w#fm14Rqh!$3_=wWBl-Yc^PO&_Dj@}7= zYzm2n2kezHnur5?T1>D7*55Xg0aqQ0Bd8j$x;$^BQ`?t8nR8DvWNdb}FgMe>^e|Xv zZJUeL=L`ZwMb9kEr>$}B&%N~Bo4B|(Sl)PS>L&X7Aeu?xGM;n%x;`nw8B+8 z5CSHl>8G#fJd1cXsv%fSlgqZa;}}CnfQ3o9KSuE6Z?)H9iC4>R^hOcqee5~dv;*va z4D-LLGn^|>R%P`*5|j=K1AB--&JM6HJuRB07mHC?K@()Z`bjQ>)3S54hUT#!gw3!jZ-j}v-jqM;3_HlyPo^=urwJxXv{ z)ox+X8Ma z3U*Iche2l^*S!Ffh*)+7$1s2?#*}#kWdQph>zX$%4Q;7NYcu_=1-ksu$!mrhRPKV}5N;QVoe^QEIvxIEU$FCluZa!YVAI z&k-woB*mGi{I$u83>wC08>j|!7fzdX#s4k_~t1L#r&PP=sE+ev&ewDLy=q|D-q-^qM+-c z-oq}CuaL+{=+(>$-7QO|b^!Jqw02T&+^Oh@8R>CR&sYg+%*0%jOC>@tXBk{H!no>S zSFP0U3zSa4J>rY&jw%1$S?ko&k`+ugU7qoPInR#2$;FqH!yK<`Y3UhBSi@l~)StPY z4*_EWU>F^P8-rvIzcg0+40DXGA+O=4l^I^sDXr_IDHvwIl-T3gU70}5T?;5ZZzHlx zAG6(=)r$abm+KA9hJ~VC}i}>+Sx`Geg>d9W)QSn?{f@jO{$ZS-ZNCh z9hDj!Bh`VAq=7#`nD#Icf0kS4FYAtJ$g#kzqvd)R_fPjLtxE8r0@s_$qdyUsn7Nq| zsh&N@;p1~t(5)2Uu>+%lj7N{3{}NkP`!RR_33eN1oiPX&7VS?lJ&_8y!1@T*Gp0km zwdUGEpzFkfF3QpCusDiRx{0rNT7RY^?w4Vr2E7kJSZu@P;lB0`Y&#>QTPp$UGUsIO z)?E&{wy@?yPZ!dQwru!dc0gBH)WLAC=-X`emW^)6P^;&R&-udjMzqiHWU>Fgu;AL9 z)5T-mWl!hMHlzFPU}@OcqTe7NfnOeePG{7;XMa=WSNIkAy% zJEJ-pjm&yp{)XPI+s?GZ?Rr%Uvry}m@w^<124J3$OWDQdW6lVshfTj8o)zV+Ut-Un zn4FIY9(V6LK2@2n-)_mj=;SmVNIdXkhFsRD|1G6%7{lBxFnYFX-iFS#K7^a1NK9L{ z-+W^j5-MG%GU>bMoNc&Xdh~bwHvn=up*vy&3ST=)-EqN7Bvc zHI6tS*XU(8aRX`!`?}Oh!){vFhwLhLGYo`AV}|qFdcxXHf=S^J6(Rw@E_qa@DofXe zpbyPizl_FS&+))z(7E{lzf)^81oP)Z3yc`hwR3hA!SfQkT}i$oDA??N6?`EME33dc zgAj@!3&ra_+@3`qe|cl?G{+*TMd;L^m`YSs6z+6EmU8;@%K)p5OB>gx^0X*5L{WCV z>*~?|>-f&q@LD-;VltxQzRVnFprgK6S1o6Gr??{Tz?{)`f|6=47nv82d-P^=Z#k=J zYVN!{;eNPg)cAGC^TsamKvkgt=Pe4;=6$OYH^S|2k*kXfR5ERIG)|Y4%_5{(?LC5- zF3G#Aukoz0?D39dweMr{HW*%h+Da|v6oOQ+ggB9NTCGR)#As#r(=gCH6Kj)br z%0%Fg?UQM9SqUX2HM_Qrbz*J_B(@%H)57g6A>;No+yJO}(XaPIiA4#-?kKFH*3Lvv zW(hL9@gNIkj0R%gPcP^>`$}Iw zY4ABx^xue09}EeRR|y>*OR`IMVrmI7O$V)HPN(3N0X)Cq1~p;3RBo6m(N>EPaTNC% zV(4(rsSTI-Z*G6KHa^!wnHP*9C#zj@X+_6*P;De$g{QLsuWlMMmb$-3juzh;# zwIxLdWjDU2c*aAjwA+j`%&oz##GHE19dbMg`zzWq9;Uvc;5f{@Q(svQT#rVE2k)vg zuEbvW%-hD>E}<-K&-@C1)r!N@>!BmwK>i$QrB|{ zg-be|^JlE@)VZ3PZq(9bWkl5nh_re|d=<#eBb(LtWEHRZHt^ z;D4-S1O{oGP?Uvl!$Jw3n|JY;dR6^inZF9V=pc9E2iIn6o&eslZj}+1RQvDv0nD|E zW2bL38UC0ERq343wbrk2*VM2KMJ#)UtAntQUh}gR>iy74<_aw#SIwsa&cHi$7yIte zC!QA3XER;d$|a+aq6fSQvA<(hc6j4{TeeF=T{-X+9D4)W&SG>AzYsWl@+lnt#Uxx6 znm7J3C+Rl9Y4eY)3C2Z}4M|f-3^{gXo;2q53K$kv-jrMow<>t6=e~x1sxPpZLA^z5 ztCj2ot&1B4?f7P7;ukua(R@Hoc zeVpmEIK)}j7BT-iR6ADeXdkK%=_?X;lfecXqR0VK;7{>pNg*n?Y*rWa)K?`a^`{Qc z5X_rGqD$eGWZXv4; zCG(pODZbpAWT?)ZZ|%o!(>^`-$?EC6()}pj`(d%7Hi?Isz!OcU%N#Kz zAxV6mn)9vUcIt~gfg2XNtV2i_1O2bgw7mVq3hcr&84V%n>P)hQw*z@a#hAnbE3Zj0 zV;%drBpq!+sr;`1D0-sO3$dzLs%By@GFOg zR@4HEwPggR9eN)%9RJy$GJQ+a&VM# z--!-=hG(&w2yM*FZaq6Xd?VgCzB+Be*?2r1>?I-Ke=wge-c<2|Z{`hOjo+gC7Q1QN zIo^nPPTf}5;~davWLAe>e{Wd>X~Ia+s(bLoUspj`PiODNIQcm#4K(=DYeQ;64~0q+ zwXk1B)74*#ORVm&rz&E_ACHR>pZzU0$4MA=@gL?%Yl_Q9+Y7(<1+pdGInYsRHu!|== zmD=>(&SRU51$_t=uauX(`f&mAthFam6Y-hnO2Pe%QLSX0lB&^U4cW~x%)RE2ccP;` zZKh~9@!hJwri^*|gDcg!_Kh!VGSZStMqeR^nhWo!dFbf%`+5DyOSk4bA88qs{Mc4K zwCzb=NP8eaj?lPhx64hboZVlxks%XnYUq2F9~H~wLdWK&hrGWot(d&w9wl&FQGupY zJd)yP23vBn<1g{4bhtZI@LrE6?3Yo67*UE-fvllnnbwlXNv3Opa22nJ|8fTdKvF;S zTkJMJlY8Oq2e%UaXplH z(1S`%l)~YbdACpY?9cT6sH(Pmp-W@#1NGb4yu|Bs^b;fZlCw;*0?!lY+k>p%mum+0 zGojVN?6DhZrLR%`=tj}EQNkPar?*BV)JjU6KVQ6jCBC+^!ra=fZu_3nl4Zq3~l9hQ!#**X?7HFP8$;9(knBX+Ep%uYbq=%iPShZl#O0|G1wTx7|Cg&KM=M z^jugji@wQ2?&Ng`=2e`a{~m$$V(uf&!#3=ZH1lCN|Ecv8tNPP;HiVMF@aMOLn;t{U zFjc-9#a?pJak8rk96?09UAZBVRdzazOw!Y;S{ZJ9IyY)y~t^D+PW#F6u$$9Kxq4Xmp;L*YzxPs{ zgS1k_vJteIUxlAj^Ljq^`yj)^(z7>5i;oy+J9H$U!&j87vn(>pSS+U7>>hkQyYHu< zrd>JtV@|Jir!PU9XkPVs*gR*%gjTetJHs&i1q{74CWh@is@a2+2?%^#V}2!ZdT&%i zg3A?@IuHjt9N<3BRHEo0B_-}`86b`R?Q9tWeVky|YgsQbGbal2^mF@8LQsz}ba zM%ym^X45M+|4tOSSP9y`>)NvUqzGGH#&*nTo+xdkO`m^jf+9TYiGh-y-a+DmOkz5bLG|?o zS+v^lc951LyK1HYZXn_2s<|?bRN9nX_uZ5Ei8IOe`B*NNV`@G)@yRT0yZGCri3w}l z!FHdN0!u@BB=mb={!Y-YeQKJA~AETq)(VW_C{cJ6Z3 z74Dl5a4GD?D3&f|2TH@wktCK~M(jB?|CVE!dRw719%Lf;8>*|vNaVv=R58_p5onh0b!mk}Njp zmkM1yzomGgUB(~iGS=$ISro;^@;^-};p^fPd`%1g_Uao~@E=O$!42ePUX$=T&8Qqete_?t`ArzdB^ zmABc%#r zj{QTK|9~4`qROO|g28>Av#>|0s_j*8z$>e;fh@{9Pf8B_i37(y?SG4WbZ32_OH1FO zy*?;V3w}+V#*R?dUdQSw$x0+l{mtX~GN7g^nZauaXL<93K7+Of zE==?g4qXZ)|MM}v{E4a&_xpLl@RO`3yWGyV;r2F!C&XIZ`|mZhsfreBJ!bvSelV~( zi#>6;f-s7S&O4DzmYI}3W(%XZHa1uif25~HuY0d3L8wNa8_4pwC+gX?TLX%6D}2hX zv|m*r=v8Vw(qeH|So>qN%H%-E+MkAP`-=d!z8E>)aGo}q4~3eHHT+sizbBiONd}sy zAB&*ET$01~=KBE+Qz1iJ>Tp@R{#FsES8slN3V2wPD_JaZ?Ty4{EQ+*t|lu z4O(6!N-MTrFri4(s0B;If>`otjatO@HA$X1bnmZay@mGi;N{_Mrb*o1D@x!78>4)p8vB z#4u7XZGfV1Etx^xJX2wLkQHG^>ES&1u{?3s@NPY3iyba)M)0s2sBNjNDVm43g}nRF zjjq+;wHXkgYokAYPku_^zEn3eY1hCIh7n`vYN;PxoKGlKgOtCZ2WZ!(5eundCgQi&Fhx? zXmWy;?M;TKfYSIAlU>PkWyVN zZvoy<7~FX(2#yh;=wOIl>l)8^#$Lz*UEqz}P>6`y&vg3zeZ6~&wv(>6xLuWJpm9sq zOuWF4g4V8A4J$Lz!gyEWc>q~!`z+0j8>5wFtWi-T=DTgdfPDBWlz2Ow4a!Wg!Q(2I zMNDL;%+|eSHf0ynYJfhHjMVL2H~aAY4PU98EpcIXz;c!D#qN}~O{u8P^r-Qxu1`Ly zpV}C?Q@AmC(Yl|Bk0Y3;3Ns2DGiug|r)^X><7{5+#^~4HS9R<8{o7T`FFs|M56x!}%Q*hj;ew&$bte(?}D6sY#8(%X3|awAFhC z)0FOysFR9*8c>G!k#wq;0GBn)DZArDB?tn}Gx}lNhmet_aoY1AGcBPP7d{8LFHPYc z?pXuUbz65n0AQL|=#_yOOSa3Q93b;EANr4UUo^{P@$ z=j+?PKd#mPULYg={c+VEmWt5TFq+}bfS)@dq}h@Y2;&%-+LRsM2;~V^A$BLanusmo zo7oX?)Hl`qY1#ONi|F_4*z9DkOj^petWBqOu4-+Xo4*t3E)fpcxlDtqkKYd@=tpG7 zeT&V}q(~~G>bxuxb7$Z3GWS&w(Gl(RV|;Ea6@IcTTen?=yhSPo5Yjp2MAAzCK$0&xH*h8W}GBuqBtfWBaZ1~ z&3&ybIi98S@M4rvh3>^_4D%h~`3j>dZM=0Efyi$#m0r0e@_CMN4LzZNLX82WA<=X9 zbZIRU7e21&qn>)w%P(^2hoLV-qw(u59ntttIy4$?vyp0+H|3Krq@I?2xh9{c@-xo7 zEIaQS82BOMcIFc`{;_Uxmy*Mgud~*cuy9{}(t2|`jzD9Wl$7BW>iKJ(mRoZAP?pH} zOGX7ELA}9uau(w+>a*ny3_s{_IVjb6=!-LrRSGBX6KR;IElx5Cd~WA`S3I0C(W~|7 zggQ@DKTpI<*{<8R@jHhasq%;H6QaTO_q+uT$C4X&EGj>Xt@+BK^;CMP-@eV|lle^7 zX#J6vpy;QFewSl=S0$BxaE(>rbT27k{8uhd_Z)>u%vzZ+d@3w^zj2(Zi&_=_^+~?0 zVzT>+r}Wkx_O?+Y4a;>s{jcPk5?# zaoVy?P>Cn`TB%Wy^x~DQW~KYPzyd05JFAj|+B)|8?m9o&+!DGTOz|rZ=O2}Q3);Ec zMNQC)Z=gcqxaBD=@rGx=4?W&{7XK($hx91;n0w=cA^vSvV%)A%Nl&j##A5-{&l;2M z5`mRutyaIvLv%ei)K)CxbXvn6z(y(Iq@UIFcxor!?vQEHe|KiH2-8i=E&A9r_RHzT zSECOo!Z()@$C)NPk6LcOBe`@9g^IVt|HbZ$?Z(i(rxkh`6f+X`6^|zHZ|rZ*!Z(yI zwgv2WgjIY<@u@%j9i>v9N|@82P84PIxl;#ycA{d5Wt@7yB=n-^bGc>RNMJ?Dha7T5 z?w;fW54gbj3aJ&DQ}nxH*v$7r(TtiDCgpX8CQX=4#z~K?-PM~E=vM{@Bn+5W`#9+p zkD{iVg+&!ru3Rp;@{=vC_ja^-*1BlHFVi`{mR~YT)5ffWtcWc7qmGVj?a4%F%Pqxq zlHX*GNia=H%j!h4^a%f$`3zR^iZEZU1+n8WZBr1CaLHXIxD(!9DuxZU!7r|&p&dr3Fm!O zc-Q4&nP^Cm?7b!B*W~UP*i=LySi1e)aegn3(H|*LI{6G5dJh^dA6E+uK#1*V zc<^HM+#nGOF9WJdzosx7-U9A6IN8PHpvI=khw0LKk@`n0+D)5%s5`W6+&Os~K*+DwS zY)J~0O%-~6U=910Csi8XbX@a(FcocBwt;ycCG(0A)QUZQ5lV{)%70^FD9-hby;6=y zX@Zf1Us;>PE1V!wnCE?rdt*3r%NMqX&!2zmAx3nFRQ)tG^rYxg@ypJ9*>%(~HcBrC zDOcjT7sXLZ&E=q+c-xpc!7TdmAk`$JGJ8Z)oSROJtF4BNQNbzEu*xGCJ5?FiLILj- zH3=tb+Iu2RCsL1L+_%m4Jwv17ceX-m%N_>Uw3;KqXNQRIwEDnk0Q{F3UB!s~M?%A^ zda#lFgZ|aux&`s)8;o^_4+DaY>;D*_NxoBc`TC17?&}hy)RhQK_bdSQSw@P<9+axq zf>}$`f9-lN)0`$#_4trxkAFFJ@d<7IJI(9=_JGt{nO!B% zS*+2s29PD4rKKySZ6OQt=_bwuY}S{0n;NYGawF3o4b^Bq6*()MbRBPa%*s%0%!;qAXj>ibu1#4`hQ#Fxnb zE_Vn0Dzl{Nbhe`ykLN?LwpRRf>w=Tf^Vgr=KC@;Wy{oSnFTz;M^`!7JH7vW#WZJjB zF~_Qa^FCM1htQ3==#74od|BFp%-GMF;Vz$lTT$1#-DmRi%F$p`$&#FHef?5HVN_nH zM7I~Uds$~>r!*ePS|~=(ubOe`uFsVk7$ht_dLHsXKBFua;q!FcgH7AA-$*CcCt2*+cE8;(oen@y%#o1W#&UW1^mrwqzVT9W9um&FH#q zQQ|BeWDT?*wq1j}X{^I;6;-uGc8nqJmryUKesFw7w)ig0Vg52kh)JKvMY}1gERP|& zKkqP1J~#d;&k`}OFdVJ0{h?~9E(iKh$-(BsL%gSO*Sd_Q{OMDMq$p0|FsFB)1-W@D znN2KyPP2R;q}m8geK6z@5kZD>CGC+p1UfB0{LG)4HMUWGRJ10C!iRd^y`p{>{aTx( zI^8YdN3O`H@NrFUD0RsY?`GYn*;!48%XfUG`_B9;;CeiEjlr>!o}71x{r82`TYaR| zuC1Q0$G`Z}lO|2Y*sx?-y)SDa;5{L_^|JVWjQAZ_qx~%~<;zWyvq|Kw-?RmsiaUcS z@sP!z<@fI%j4blUm?7EUcrk`WDH3=9f4r4Qh!52KE^VR^6ir;Sr^lNDy6XG)7R+!|C)cir12kW26-_fkqmrU6{$w&s$JNTIwAwtv1 zJyN0je`nI-e*Jn9$jzuhw*}lMyZj8cF)nnM=zL}W<&o>u$LgnoD#l@*<3i##t&bf@ zzK69LX{?1?F%5EFsj}9JhWgD2fk&Q%7Cp{oGKO1h6XL7rLIgQpW zEo)l4ba2s-`Pm-pTdXPfG~igqH;yMrWpKYe1m>lZ%fPA z5O}+lk5i55jGKj%cMQMs#VJut!9{nXy{`Vwsft3zsNH0Uf^DEs#q9og#@eYn3C$tG3&;e)e^Uq##74P(0l4%=H5v&pP=OZH&oMY(wPa0PQp1%&kcAvBl&$y z$4w$}{|@5ki%}h+z(_g)%TO5j!E0*MPy4^sHS4>E%^Si)ssvSJw{LGyG3oa78)Sz* zFrS)UtYnIQl!1eVDrpQ|x!5o|fn$4XipZ0(WFpSZeK?x7)q3Jd7@b?1e38>L*!&s>Xw~n9j9K+MvNVfx#<-qnmw++ zX)_kTK&;ig`ZgN6KuW5$oL<+_u|1SBv?@LCRz1>}4~(3rSE?A74>vwWH-ik`sBRq; zZUu#5N<%7q9;Hozs)R(siNc|TLB#{Q=Bz>o-B^m90j8fj1G}@O8 z7wP!9XYLAbr9A_pd=|-|ao-8KHJ}u6#T&z<^5dJgqe-geK3*l#r8=o>6N7n}VOYk( zTC$>`-m+Bdesd$K7_1ctsfkm|spFDZYjonMHS@8)90YO2Ae8kdSEqe%)QHOGShgLh zKvo1*;YeaRc0Y1tvkU7hP71Gx8n!Fxjabe>)?3}wR#NzwYlCs2d`|~45^d=!+R40H zGfoCqEfw`zpzDrK+m9dPaoAS-iJ@Uk3=R-*tUjti|Kvjq6gVO+(b_RF;}v{S#iuWF zL7W&mD*|O5y}V#M=A1!D>s<~V2%(s)IK*MisooNC zVo^h-{P^>Zgh5G5*Y&(=xiO*;6<#4%pU7x0MRcuKYd1HW)wNTZSCk4`n+=`gmcHl? z?|D%7Wsbh@j-V%cr2%;LI!b#3@GxEAF2PUYHXiuN2*$9xAft=TQOp16j?i41(C$Jc zBwDP-c=84hON^rxDUL~rz69VfX5t8Z3ovWstgH{?bGtnlF3iO(CN#Up_ z8B?t;^|<1VA_F7DNIL5PDX7I2DoIWx4fQA=2E26+aw}3nRT@zbpayEEWuCRLKErC4JK8z3bl zHA_8>iEGx!YD!iWE?z_}wdC+4iGp@!uu@1d${B#C#;8pJ3W zq_Y&zpb!R5|@ULM$~7v(j7i; z<6xnea)I5j?y{=kHNVAA=^1%M-lRz;Nc%SSyG%)RPD`P``~R4t!mB)d5oYIBWu<$Q!W+ zZhg){ucv8uVrp?p6rVz7K2Y+g0eVpPacsz4P9@C|!jg>a+7A?KB5~AGMWh@V`8osE zKoL<-d~kEEEs-v$*ZM>CfpgI7Yuep}Br4;`vHFZh-y!gm^S&D>$J~fftlSkA-n}u_ z3afQ#Xj{|nU1>-W(6(2q z;!)%E@J`EH9k|R4R1RzVUo0pksi&H>VZ2&#O}X++Q*9XpUZEkCC8?OPHc=FUepeGk zg2}XsQjUjhIn710OT=Zm#lGTeho-pobZtz9sn^8i8SKbQDR}U%9jNcxvA$-tO+ce1 z*)u(j(5&`fYw`ktQi4Y6gDww@k;C>S!C9}0Oe0NNE2yOzXHT7?RmPii4o-C|+%`Xn zbB4{WhL8EASL308Zx4Cy4TLlG8uyu5VN11-7GfCZ#+ByibDJIJdtE9O%UpAXxwubF zjV!PuSSmE80Yc?esu{5=sK?n@OS4+AlEuhs&Rj$D&@IPtc-ODtJ>m@z54-dP)0K$h zKU${R%-MF%@^EKg2;UbTytTp6$-=T=1;nP2(vV9?lBSCA*5LYdFOt|eZ8MK_F zURBJg4)tp0jmN|O#HWj*f-RetQ39%!oNAoWs`Q2i8S7xVmjDTsNRq?_R-5&GxrH1> zHObIIql6Kchs z6n4FFYVbU@bj+rc+;5_E!Cf=20N7n$=7OnReEsM*R}FnIHpciVpI}raG@fSlvsA|< z2}H)bK(14B^&`?sj&X)0@*9s8UHCDs%quez&{QKul0#%ITWc#!#{JOpL5XfIJ(P%B$m{xn#QDMc4wEgW`|>xb8z}-LY~F+jgLVpl_e?T ztPb)j3W*SkG=_>*s0Fubq#5bwjPbFk9HsF-vZSr73_DV`udbrI6p_T5TI^3Gnc7y+ zoL!Acn)hM;pr*5^u;u&iH}+OHO9pDRB8NDVG%68s;`@MV%Nr4WJwW@EB(0Po0?OwY z$KEI=gnx#4F359li1%u3AGazh6|i1a?8tiFzy?rlII1m6ecBG=iXpsGR-I5JJxQ%1 z*>SHfk+$RGsDnIL>^i^a)!3!NI;r{?yu)&J1zFcC;3jJo(z;jhMd@lgwARPeO04uo zx{5(-!&Iv?JbcJG==LK{Emcuz&i2^~&7z=E%Z9PH08(Dee5nE5q7Fmr5mPyl;17zonIom45$>-w!70EB)Sx zC4Q~)#iz5*(aw9`bw#=L_gD`4D|rW<8hpqGH*_x>PM#1%sikZB{%G@bpwe2kyy?Wx zwA+P0%GysR22W-5PW+dJ>mhMt3x;92%AKaZT_K4J3cL%>(7gk{D;!4#DCpaK801|m zOD*-!s?(1EjS$v9Yw4&o^3~(Z%Q8vjs5BkDSMF?OrKaQ z>eZe<8 z-X$XYVx8%QbOia6lyebEw4rekS4!DID!W(-jU;NSx{tss6}j`&wnEAXNpi z_6D|Aqldux0~UlMw~93J%S@KfNNZoe z#z+by{ox$e(jARKxXu;Ve<6kR&v#%D8!?;>Tw)!TLT5u)S1G(FpXn8!^^L?huVP4>3v8ZFv6~MJH>d`6rDMmgdoPim+(x_T5v7*eWPz04 z#TlR{y?b$gNGlGJ=16IYwHYebz#G1-jOpavp&?94hb~tyg;oBcJHblPA=}#H z+=q0K%F$@}HkoINrR9Wk9@1fN7O~XpQE3`Bot2X&1+}WLlTIZfsaa0!i&*OUF~$dX z_G(5QS-+{#QK(2D3@m1Cl7=^g`Sw_DY!nh=LDH}+W-H82w zS6DGC)GHYim2UZ+H^>)O&`kSC;aDmbNt41KT7e_ghDcb96Lg#=)_%OQJ=F} z&Z)Vq+-z~HW3qr+nw4XWB-Ms$RE*^(#3066ffYRxZP}A7Qq{#Uu9|Z`CfeDJMQ&Yc z5i8|Yd672^3{|xwhUI>dADH4r$fL zlpLtEqS!FEv%|4{Rnk}!r;f%{d2fS$-9S?HuIZKn7YR1)>3UaoVUeY=+gQoumOjP^ z(pV9v#w)XNR3fiL%!~rO0!^rbT;yvEVS`F2RZKYINFgIjZQ94)YD{@oyI$K@oGjy< zcCw7QJ;l&SGN>;d!=|$ej@{;;sZw6~gm5G^Z!{}1LDm&S(!Y0olX=6`ls_#rPJNgH z9chvZEFAF@SEU@4im%T&_4i>4%JJ2=?}cv1yIiL*Rn6En)x%i9%_pizt;jl#m0q8T z8AoH*&ujf0$Wj!FK8ofhLuDC?$|7;!ptVCQL!$k-&@VJ10?~xNY@J8-M?srwogy zDl4cx3ykoYk|SA6_g^y)Y|`tIt;pXA=7Gn@~N8g+;1CG=gFwC*6< zcudwYXbJ7Szs?Xgn$|hTO5P<&V0xE7EqxGkX5nB9R zkWppA+RvSrSCObHS_mQ`M^4xS5E$XjUGY#UB#6Yg{MaR#Z;nIMa$ZIlt4x2RHGjsGpwpp zgcwMe*MIMvkGD~a6NVG8^{K!?Jx)tC!kOz{2p^M5DtqR81R8PTgGW1mV&f<}vgDZr zBdDbjQEG;#WQ~@|IUtraYYBAlJ5XyD@i0(*3IDvy3G4cD`P;0>DzWk>0;RebuMP=) zqtM!rXzeGK6D!O#+k;v{0Lz_(gYzvKNrFzSH;j(P(kcJXT1S)=SZA26wuz(}8dJef zPK|?!q(?=AkUb({sK&+64HqDdpqpvpIHMM6T2YTFZI~KS0}26cBRD1;(^bXMzC&Bf zWZEN=b~p)fF)a2|?=B@lDIWlN)r}Lhc4eJPT1f>dmly<&AH=Tk&k^!mf|2x0pK7g7 zqzaM|wTjSwaVJDXq#e~n`f^phLT->(GlivI>aQytu`bw@cG+I-FxXU;0+w>kZ7U6$ zX^d2*kwuIeY**Wl6ar%lYSn&ed|o{iK?tt^SnQ_MQ$b;3B4xSvrV}*N3|qb`)(P&I zpWxVXo!pkLNYaieF$V^oELX%@Q$*fBVKm0qK=SYVFF|I1d~kNH6grk@?c>@EVxsvk zAul8@7UZ@(5i}~OR>$wLCzQS;0CS?qxB^yw_w4zGBE8((EdSQ{?ttGCfukh zblVbXfBM`oF9n4WxN>0_C*D;e9tl`GsIPveiIrtj4K^no_Efep5jC*R4i~^j`t$tK zwo@2uN`;nRgba*g!yWmqUlc9%duSy{nq88L8EX^WWld)}X1U)(l(7ZZ_F;n^cdH6w z?GJK@YvcW)NF64Je%r^k**>vILkZ5WR+%d07uGqB=Q%fYyKHW*Aad`nF|(sbwNpTPMavIooFwuG|Ncai6Lh@26J^#bO?_c{*m#9>;CnjmIk|;H*7@salQd zM9xI3OSLk707<7C<6MQQdX*?HkWoRa(i`jNtP?DCQwnRSMG2~OWAg@|0XbQr=nzql zQzp*tQLks5wdWLZyy|L~7n0lWm}2^z9-Aj>%@eW7VJBl>a9N-k*UNonXS>kFtx zePU&4B`M9cOGW3TYwA9;zSo)2B5P&kV$Pg5SKga#<( z`=>P4WP?xw(v6J^gL}XU`en?pN;RX=SPfet1Z0`w^g_kQ-kg9X;ZKWR9h3b$#8|=P zT#wuoR2pTRuQDF%;95oBw~1O!(wa6b3PYOYXywMrpXHj#OE`3;h^VVKxl3>8>H`Z!sq4n2~UXuii4r7jK-RQAtQ!1!A-IWpFCMZ)iO5EM*QfgWxC#>60N!s0xb0s7D<_&h>0tXv|cbV*B?`vnOv}N zEG5YVm5QWRFF1eqF)DE}e2!bEmso74+_-NRDILvvpGK6iv$ldRH`fHd&)M6qLoFvx zElE<)N_%5-!%CEs8_5zWLYMBb!;QGnceXsSR9Tv7Qog^e!oDO!{^Fm?DCACziMyi-koMp_e!nqI2MIJ zZAJ*_nQZkQ*9=U9d+gf2k2RpZ5@!&f%Q-<|eBfY{LFO`ll)CUrv!Sbq6<&FyESc*w zaD5!AlghlTU3I@G+^Rd!+VOHQ;ODN3QkIHbAJE=8N<)ssxPsZz5GI5}mrAF?O6t`< z+r=V%`smo8iuH9dkZkM3;^n)WAS8YgHMnrd9& z5GYwN9eG1oDiw9*4ZdAl;9SP$$PmjeN*boqE=pLc(h>>piq$caiKJKVjw`hE^{RwL z%Ypl*#5o^yIk!Co-k2e!WwzR-8s!vLa-vfOG&x>#lSYO_`TrVGh7{hNWI2zh=$wKT zBJG%}bx^{e`l-tk75i4wN_*bbP--?+y6miWP{N;1Cj4tpT^F3!SOV!|Y{;@5R-`2o z7FXV5QJT<{aMaU`Mv|>60dW{7iKO+a4ArB^WA3-*7?r4CE|N5qq;QVox#jGc1q!Q3 zWHdB{Rdm5j(nASLyNEd1ONk?cv4ub3b#Stv^v|5Ktq!CGN{%iJy@Ab7`ovI)W~@b! z4db^}qMTUy9qmp&Sb!QIh&wV=s~NE}G!w5X=@*(M7gMkIal(u#)?hV0k{ekVOT?<` zb7&Cr@0xKwCW==r^@e?oEZ<#UW?2rpeu5mwhB!9s`UxQ*NeZ+uY^|MQceI^`P7#1E zH!duWt;q})%T(%JZ{r%?C?5M+^dNp$Qu8Nj?w*_>ZFPu~f^!>&omH<+y=h5vxa=9W zx2A>*(vA86zqqvYi=4RX>tUkNqh9OdoM3S|WyK}LRj+p3QSWhaqmD)riwG$s)>-Bv zXeh;ZT!)3jE8Y;+^hVigoB@L6ehf3-y>F%8MOC0(s$>%3mCF`K?i?%5GKnFU+0YP{ zO0Pr%=sQc_I#LOWJ~dtNfO?lm2x=-q35jtQ$f-4Y+^~|;w>>7~jH>d+wY2Pidscw< zePm{HPP^m7(-Q|S*47FNE0Iz#Z;w)_UTFyH(~NVPkvE7f)$_f4%h zEBhJAViq$|?Xp5b-}R})Ik7IN=z>~VmQH!V3_#!ZnA_3gymL>YrJ)t)MAA}N$)boj z@0^pEEF!JL=1pzV^01MC0nRx=92IQdyiC$C=-ATO?3K9_)gG}jpOlS-iqVK;hbW0Gs~6F$*U2?P??)(zfc!Ix6my0l3`ob+7P=^Ay*zM0K%WTSw4$c zN@}{`{A#y!|MYbd3Co_OPa-Tr^l3#sa=$-7EJ}kIkU2;tw4#hyj>K*fWqhTwFE4V5 z)PDYGtsSbkX6hYkaZX_c^D9-ldE~Dz6=@}>+3XEBUi{c6h$6?-bce$Em}oll-zj0y z+K&sFQ78#%tsqSWN!5`w{B;NF{K3I7LRn;Nh--$5$%iK#4h$Q%d_Npze5a((Os%u7 zFOQXBb8{JGatc>aZROM_Gn#3iYMf)8U{R+eHN&aH74I6qIcNL5GHTU~X03-(mVTyL zkQL6lzr*eCqv{&DXous_pj<^Ey^6IWi4#kuVVT@oP>pl8ww8&NVYwf3=yZdboep=Z zz(zeLXT2dTQifFf`BW#5NGb)BbA8f8QmHxWQ;uqyvvboDNo-hZ#~e7;M9xT}++jt* zvmbnf-P2tZk~C7_pzjJEb?yS0kw^vgX2Hx%8-b%0XJ~2Z8O;isxw#eE$Lm;?F;j0- zi3+wQlDSx79USZ%ppOF#UL7~Nxz8YUgb=>}?W39A+Qpn`uvE0U_s-+glblVlp{cy# ze4$VX*X68jr)ZllGxaWK)t8BcU^YsKg`j6GC-RJQ>dPDu6J)MSGwq|Kr5+Vjm7nFU z6cHU1^|VicACp}@K*v3_|fv#$9bZd4g&3V-;DcEL|FaL*zb!|s9%PbwT8bjyi|wZ4ap zWQtlVUm7G80_8vojVcXhdMvF#2}$7$2uUJiv~Wzvy`g&nKtmVwjO0|7proQ673_>P zGg=L=Q=eWGDR-&my7DvHsImsU|5oMgtBMK`}!ZD>STjK^zoeXzQCV|{p4rYtgVo6o! z2xpjy$JK95WmqaCS(KC63?(e7E{H}{M-djMpp!=^>Eoa@WuN=bo*Ywh>}oD?V5!00 z(@m6;#42Y?wL>e;hr582F%(X4V5LqYmDoHZ%MHzBJdRNXZ#XLwL1uewt8_@EU)YT* zm|_76gVud|HX;(1nK&C$$TT%97mCF~BZQBhv8g85 zztkX+mMHhbp&S> zO3f&;?5d}x#x=(B5b!Mnng$!6DjK?~0n|}s(lKA;q)M|rEoiEUNj)AfvZWH{iyqr5-mp?v1#^)l9;u6_bo8A! zAxOL{otB1rlC4v7t@OPscoZ3$wI1iS7OClCc#oSaUD}1_X3_F)vvH4Rl(DVaX7ovJ zO1m8HR53}9R4FQP&bHbLsambC$;7L754P*1TCr_gn`Yc+Yh^s7z--dvNVmeat!;WN zQ>*s9+uYc*_Wg4u%_;N}wN^pB(qsGN(pX-b8Y>)GY>-VxG}4$jHB>7ZT92q`A|G_T z+l!f~B^>B#Uw5O5iSqxf^C#ZMN>EV+Q&B-WrpU1r3g&aD#n6ns3uIM}ze|a7^sJy2 z_fbd^>6lcKREnY63n4HPP8mxoHC+*59E@vFpumr}T0ksgx<=9|A`0i#OaPe$iJ}(e zXpzz}-gpw1@g~Ouhiuv^Tg}wl$ZSsPxDB z-@Go_e|mzdPUr#J*r99Ja6Y7bJ_Ggf&ZJM~7(19JFZ0_H=R|Revjr>0pT0RZUP(dM zdMBRD=H7iREr=pJRu6Fuy>3(6=ch_$3u?J{tY9!=xtRo>-JH4>)cE_DH%C<;OD98yW@GdbtZ&U4<}sns?i;QY-e z`R=~06c%)?N7OdVHQLnTe5}3}Iu&q^uIW;#JMOdVB=2u$e$)VN+roz=_bUjJ~OSHqUdvia9H(jP<{}k_tC>+jP?ojZ~28f}OP$61m#{&ZIq7a?OEuok}Fi_{f7$ z8v`6#dUdXlj!0_15t8e%c4N(8o@D%iLc$J>TEpiv`cteL-qy}xMA=Q*vH`?Z3(5}T z(G5`AQRD(u4a%^)0wI9@Pmf>>y9**H)drH%ods`5DtDoswcyM!-h~!&s3yp5!JzB* zalIsie$%q*VjvJ`p|A)nhRLW;A{;Z3qFL@xoHmwI&bviAXW14zX0&27Mwt|T=YC71 z={tkP4r6Im6Mw3m1Nyn9+mDdSyCO;9j|!jAusxPkBy=ns%q)wAE8QRl6G-pUH;_?x z@`!$+0l%n@lpl;5QNiY>FraZXcUvCh$)>Y-yZ3`&mh!P!C4oa*^<$?}B4 zp|Q)?m@5~q7&i=-4(k__gWVkKe1Lkim+~jN7%JBKMft2SIBe;D=L4z_232Dvh4C?K ztn-0`mGYDC!EUK@coj`~g5#=xxv#&0q0!+d84iCGw-$~}tfm{5y}Td4$j_;0Lq%G) zCz>s>Mhd~n+_0~g13A^SH=G<+qMW%#n@W_E8O6zVjiqi}8sYpTe{ij}N)#Vj+ER@S zHRTmgYD7V15lloGg;T`Bu{o;J@WE|{LAC)RB-`R9ec_c9RZ$F$fTJ|Er62?6Ra{!w z;Vv}zIxVcA8s+4+PaGNcG*7OJ#RjmWxlGS!l!V#TFLGl6ak=m;oS(_D9O_1hBu6-q!W+Ws%5iR0 zGpi-JgT4KN11_gXB~m!1Ydtnqdz_sn>`Y=}Ay_nqTf2Q|F4OC0*xU|dVEI7L=E!^l zh)}|D{rqh_dsmO?STGSaNL7k+j*jVYZoSQ~Ztil&(hp7N-E>BjgGj_BB-khI}*WsEoX;3 zO`?lZCF;}VR$}8m+geNLw7|6mRVjvQ-_mA?b&i^pWI(JUCQC!uAl;yC$H0WrL_)D6 zfk~aLQ%(a+>$L30JIs`ZutZ9da+T4y2CQXTTW}rDpWMR@OGo^DjbtZrG}As8OrC|2 zUCwGOQPo~$R*`;tr)M2b7o62t!iqM{xW~3?n@9?_L=`Gh(X)mld6%u#4uwmQs$g@a zL#hgtSXFab=T*~Ns%@k+Y@KPdwbI4n4-m<%Knq7BD%eu#VrEv5x<6EeZc1Q#;ungC zdj45TKYb8M(8=vz3FNoXxm6p=rzEzMEN$7HO=KHNb!*K~7Dn)-m? zd0YCJV#1GosvP?=qsgtnIEBQ}(gjJ`R}Kt8gXP;)R3Is+M;S2|>tLyf>05~wj#iYB zN=Ga5@zC6i{2rB1>}}uZH!#aFd95-G=f^oA zV6NV#ne@x+`w?DAuiV}_ahk$qAbj9_B`k?DC^1kUD{?D|m7}3jQfcWsUl+YHuShs5 z%F-1utGg^^W@rdo`yQnNtSk>!h<#ArKS4wVaqN}(6O}HpGDPJe2M#b!&?uGPiIyZ) zi;iu1h>TYh86)XuinLZBqJl)>+o<%4=SW&VPcsToIOR9tl9AKO2canj8@NJ1CC)I_ z9(!sF#L^7otT~`>6%&;%+h-N^s%Go9Hq}ZtoIefbDbB&B*=72oPeDNx88%h=+;4J; zxk`qyg41Cv(F?cOT-0{hLv7&StqnGtSwO zIwm7O?>L$XBpp8|P=-A_mbl;9Cz*~kTcemnN|ue`K)=r~KHwnV`Q9|!Czfcbnvd@$ zR@<@wYAVGgFkR~~UGH*U>oj#Knbev{K+ic&VmN>D6bJPjk?!-TiI|3xevA{^zoWKb zOWfz;rberRS|g*9WK706n=4%sX=xkH;Z6lAP>?ZE&1n|i(09C$EE&H_nb4L=WjQO& zsiy@yDvmu#W!e z5_m;q>6Mau1+N&{qzL@{GCH3M{O=KrVRu2K^rzeTBZK{kc$txCX|YD&gzw~~5Y$zQ z8tFVMIwG?LZR_Q<5>dWTtDT=;5DzAx(z{q_$9ZX7?x^^k)rOL6j^L(Vh7yk1NFoJ8 zL)hSWXI;9V%to+i9g#Ln)mH=QI|qq2)YFWUOI0Wh9p_dgds69xJqy8vb8JsEw{#5$ zvcXQ0WpiVBOieIR>Cr1RN0%FbmwoT7cGy|%VV$4oHyvzAGxm2<_IDzbvZU3Vda^nJ z0l%Y{=z_NN0jHI+xDl!RpvL@y*v9}EFg7nE8F;q!e2eCHvb43r0 z6aJc&csyQ3qzqOIx>qS}V>?W4^iEp%(ke;9O&cT~mw0oj>bfy4K}nyTac2Nq?=i z^)*_D&KuwwItMorU|$T3WxoDfx{pFIp(`6MaD@=WC{nFy>H@QY`fWf%8I)9BF{R9y zp-y7a3NoWewP16-y`dp&!1l%x0?Sm=qov)j(-i_D=Z#lO#?p*4fBbi0m?+(g2KSiC zg1+-7yecV(1yrS6J^VtH23aZST1zW}%w|}ir63YMXu1H9ux!ET0)Zrw2ESw*m=;#e zpi($$5p0dX7{iJkk9Cw8gBFqdjUL}PRU?T6)g)t^53tknsrP}3@ ztp+tIhX&GVA(&}se$?%;SM^xxc-MqMtfN&I1dCE$^(7G~ZAg-07++~Xn&!0IF)H%? z^R@(@zNJ(KlA{Qh9=Hv1UuU34s{)(N$HU6}5n)IOh*j z*fqDnbfYtTZ|iBFxmKI~Cnk`^1hs09Ejr^DTi#GHh#52&!Fd(2;x1q{ZR7%?$7fhs%$s}h^i?O&>Eh*?b zP$H+5!c3*d<|yUqOwy&5ro__m=xJ}XHD$sF)Zt_fpPP3~RAQ!^9d;y!vnzHuj#>wsBEz9f z&~3EIosVI*sj)&eE{3rMTdD6ak1p3K@Zk+oRZxwJkuk;*%Z$E}bPI39t|~_~QVGL% zQuw|jm4>P`oX#`{y0zhE9>B4F%I2iYMC_FyRUv4om{_V2WthTB%~H`P6)MirK`EBVlM6JTp>IGibtIKklf zqOqyMYBxOmo2WeXdvud+I3^3gIgBfqOuO`~8tKbLd8(!+k%mgtVJXXqrJ<(tk-YpS zU+yF;Idsh;J?CA>3b*>UWzNyI(vMHBLn;Mb)*HeoKTB~WN|Pix_n$pMGtP$3yBYV{ z(OBZTlQUEjK_%(Xmm80xLcrFEB?R8>aBHcE9DJ85!$jQYNT)^|6{JeDWW6D5kVfF= zHcA_;>ysOUjt#Zy>gmox_&A|)Z0K|&h;o#YB+AfA`eSvUC_`Z-r^;v@-Uuev^m6`Y zR5?$N($iE;&P0^2$;(oe0#|F($yR7JJ0o#c-LOpvAuu>5r#o1Yb8c&eOXn7beKZQr zpIGLcMw?F`*hJrCoHM(?o+P4GW+;T9CLOa{vA3VIdv=kn%`M1Y&Vw3uOf@wVIrgNE zZ_!~Qt#Y5;^ITA^vN?*&YYHZmW@nsmU8l>!?j?3kY$osNau&HtX&>dMxtwj4 zF1IY#IU!oiRQeoV6x`g?!_8lCEE>g8p}2P?r>YIxqh##e8+()vwkH~^avHi|QjZ%d zV+Az@lFS>Nr6DQiMnwi$9y~N?hfv17RTh^8H_5;~i(m}93nHZ>jS9}6I?eV* z8zmq&f;*NP+_=yJE097{R|ypv(~6p;Dh20gn=VWFk~emhF~Y2K7%axED#Nt!3qOsZ zA_ZqB5vkC$qB^Pa0UtZI$6~(1?l>ZqqFkJN*{?zl2QGuf2}fNjI!GpKU1no=a5H9i zMd5&3JBF*5a!jpDq$Han*qsO}GNq`oP1V!vyD zI5X_)70lIF&{8pzWbCN)XsMV9l@JL@?kuNGpB!F$&W?&73=VV^ z*DXg_my@Pm$zh#kd%exhhIbR}6^a8Z4Gu2XkT`T1I}BJe%Vju*MN*RJ0v+Ylbw*kS zsC5pyMk9!Et{_&DH1fNWsV;_wnZ8ker#;I3QP$F;7#-MFe@gr=lSB>Elp+@ZT)C*x zI3#+g3Q?sRYOt$XSg(izftHR7>j_mUiORMD-e^@|xVT+NZNFaFYV}+UHJ^Eks(%wMyckCWf|uS zFamN54drM=j-Ihpw4tFCGdd=f660XOFG}sgb*f1aiHU*o~i(d%AG+;j1e(_%*u!?>#{2&4r z_~2K;@IcxkEs2sycFjFh*U(*+m06j2$KQ0$*+azgL&V-^pYuDzwOl}VHg7bl@6F#Y zZtRHIvDaGhU2A>Ukm4Lr8t_TOaO(z%qVJNWK}$tk&~w|eiX50 z=rpGLon?;C+J;t@MF5uTxnEc^V=(DG z#t6~Czj43hmrbmQ1@XeVX`uH2k088$_lgH+3x50PjNh1^F|n4XZO!joK8J_T_{B$e zcxNiy<6ev;rXwT^+ls|uc~IV_EQPzr3+^7x`CyXsei`NaMHl$dqJg_Fc>MG(w~suJ z+8F)Rs%M!1CyP)T%U?JWW>tr|7J>%q&`^gaRw_>E_qk*^F&yQAnd`_!nOUVwGG`g! z(hD=!G0OulB*GI0iP11bHp$*$B4Q|{SOdbwe`@Mi7)O!vUxW5B(XmCXD3oHESjR0} z;8KM1*f*bvaOMgsYx&vLPY_XVXDxU0n#?Fo5FR%L&)STiUj89pKDoyoD;yceo&1<1 z8wjI;^q$wKKSz2d;celOmOJF`T%ZfBnpm+nk5f zCGVCYol(~Qe3&a2vzpuqccydBik3%(=S~&@qGz4((NfXb6=h~{)?+1BOO0uSac`Rt zzmuSz(#jCcI=Jf+0A$j4R#}T;_{Dt6qIFz1d5n-3Ws3EatBj-AJ#TzkutCSwsSN=9Yj ze%3}xg9OehF^ci^+*7M?w|pHZ4zDdoHZZeMelCOIyfb+9ygmIY|GE5Lik6L$ynXfK z+B+H_d0TVa(IrhBBLUtthIbrJIa*uSd}R< zKkLX+C1oEBP3M?YV2np30%5r*4+}W9v9Ql)ZH$CJ${R?Ltg8|RV;QZflBmVGYfen$ zJuPjbIUq(95tQSs!McVlMfqo`fKLy$biqI{%*x1(_*d>dCo_hL$p)}~89J_M`Ahen zW3BS;%yVKLg~`Z_OE!O?(T=wZP+4$XbiC#Qg;*vwCl{OM)naJ)`pn}@!`E-Y{Vc~N ziWNZ!qImUueNwT!x1=4FE=m_TMdMm<&>zDrT2v3N278Ui6i9xp2~;|5(tjP++iHF9dkbX`j|i9D)D zWlfbRCKj#Za#^5L$gPbLV~N)?q*Py#==d{6k?a*1_C;u~(j!GI0Ce|o{KvgX^L-j5dyJLO(+2S}Fzfn%9*nQQcn=rXgk~;7s)G z^ zkFkGi6`dsM7o9d_#Hfe<-K@O5aV^bIetu6A!Q!#N%owI-{jz*y43)q$@6-DYIMe^r zmAl>=!K(r_&iH{B%@KhruQB95c2^9BQeq^~3cw&nx|x`|SeTlL?U2i)0OO8<4Y;C6`{qNET(O4fU#(djPeSFZSk}mPZvz9mRNitGUgO{$K6|3 zJb6B&2_0XZ)tqJ3S`m;8;lx>-Z+W9y@SvLFGy<|Z3STrBN@IAhikJGgi-LRk?Uhjp z7-Psy&SiJSJC)_f##0n6vuPw?e^ADh%TG*8S+u-3udqg#6%Bv=!3&PFUj7QXX?bwB z<@@IqpDhFLR4o%@hxEYsOd&(atm7-QC56CWy!#x6ZyYWk}I@l__yX zd2o8czi~R@R<>d)yPX;SYF2S?(eh90=bU9%bX}kx@f|79p>%ZI%^aE31XV8mHC;;G z@1NVLrt3_M5n`#?S?yE_&C%$RROm{k!*J zkpRIywQ04lAvpsaLMB3P>>60suTz227_ubP-<`}kNksM$EK%O77M!@2%MiilJ6XY7 z<-K_R(p*ku%Bh?1$IHj$qP$nm$W4xw7563znPeDac(3FmBT!iJ?UeqYHF1VYQU>n{n_g8p*vxt#6 z4<1W21&h`(u>mWV48vU4*U%-9u@p-o!iz5BUVcTHs0ModGffeSPwRp} zppd}3)5Q=)18^jsW9Rv3S~ppyuu zpOnwAcE$I!$+^`xCyukc=1v}Uc>f*dK#>J5JQQw89a`??9d8uv5GjFo4v$9?lIuQ_Jv4~~sD07cBHD^xwjj0X}D6h)hEO74OyH{P3XRGLHNfJE*=#s!2 z;Z_-VzEDowdTdW-p)x?{nPeqKBK603{UR|_K}0E>^7iyHI;ibf$H2s7l*S>GC8hD) zbB>v-)~d=Igv#U?golM9?wkt8v8_h-HdH33G#SD*UYER8l$0h%Mq`OWmO%UWXBMaj zJscf4Nv4nVcnC}Gx|QQ{?5vQq*t?l$YN5m2;6LtZTp&7eA59m0wYtme`7wRO+L@NT zk)QCR#bd6gb1u3TC2%L}hVLRq<#l)?JntN}k8^m|EoevS%dINsen}l1x3Vd4$+5|J zqc|F#hrpSXoY<0I)aQ7O)omATmilPQ)QBm}L4~8-4-sE0o-Z9C@*qFLri;@rn{y1$d2~D{H#x_}Z2-MMLcfd{a$Djg5?OYkq4rDe7Pq5E zf(V42x?|3=V={5n+VZ?T=c2nJpxky-D9!*dy>|u@ackgCe#*=iJWD`WAK@^hr-*i6B;`FpdXw%O38VU!!lR?%5gpb zVf{0O2s-?glZE%arDvteYmy)Gn4Up;hDLdfAv;_6Tyw5G=c_v2>h$J8f;eZ zV0y)a$%5Cif?F=fN(4oo`3B39r?V?c7mbrU)q*eIdd{sXUOZncbAI&fjL+v2CN5{1 z)#MU*y$IaRbN~#Vw8F==VU{=KRyZkYrnci&-cY7A%sL3qo19QCDXfh=0f9t-J2HBt zuf`dPe+@7-hS&3qBO5jAA_RWbw7l@1!d8*TB7tFsl~*!I^h`z$m4ZbdJ(w!7_50O@ zXvE#lO5U9*@0aC`GzufasdIee$VFm*`e?Lq*m?B822w!?qu8(l@dnRW0`i;y+NYgJ zif)V%iv8s~@&M&z28wj4wyeVMLkdfurW8b*QjuLsN9sN8{l%fQIh~J$-LL146KjUG zE<@nsrsFy&f+sgIQs~%b6bY2+G)7|(Ix3rU>{Ho3jX!$7bw55{(fNivSut6YH@kM?;8zyv$sB=*{^Cn5#x_KPw|E zC^W!T2zZ)-T;Gk~(dhY^7>+B)+&8>a)qF5pGO;o3>eD*o_bw+ivnA8aa3{-dRKxB6 zK65z_T+4&JB-D{e-V;`KB!b0|8^_E+?PhC0*m$ht?1;u>Omf5Ntl{6epYz{2&4#qa z7j57_{j}!WT>~2Uty|aJ%Hdvq!jVl;X6kv-Uh|u$*L?eY!5h^bY@1`m3};XiIN;S& z*_^WsTIbd-3FCQX#`5N*0EtAtwXa$D#lREc#4)iGoN=gT{IxqL+|7%Pq9d{Wh2t|m zY37vnh`Bb*{esKxYLLH$oO0Ix84`eK zL~v%pp=PBRz(v0{D!&gdWk_So~uyj1g;C8l3BYxH?zp6b!J< z&$*qo92uCH6*!=()Eam#?|8EKh};NASmjxDy31H4_9}((Ol`+;(b9xyqc*;;&>5d+MJcS0;DyBK=q?DK zG&z?(a>F_a+{s$bTuYfL3vW5L?F!ILtp~;4C>ulqW!^G#9q&&U+%2NBaOs7gFG_wf zFQ{^uI>QHQUKP1y6-k*9VE{-q*$S;1e1KzD(z#WoQa0u`vw+4Z zH4?B{n8=~q1;fHynqV;|@MxMtv*KdZk?s@V*ySnWHb)dX)}7w5s6>WHM&=wYl(gDW zhj!=}`{W$EiX-P(xGbH`hL)A=&&kLoM+)Pk0X3$E}o;na0ZOmqb1rnl4L zx9wd=qn3GS*MP8bTWUu`$HZ1VEN0}AF|ifS#H(~0TCV+q*YX*q6e%JwFfH1lUUs%TR6&3INLck{|Q_p1HrZkylNtM=c%y#m9&fbG5G1^>#?Bl5l)q!`2q zZxv^p+LC$ufqVtGBk$JACl zX%`d{V)%W3p&MV0#E?s@S{Ex*#x{-&>mwahg!@?yzUGC$Uh~E`+R|#riJg(V2C)@O zUDBt(^xn2kI=p(0%mizfkgYsM{dkft61OvplO?xYB>wLEXz#g8bG+>`itL)DWAHZh zP140>CZ60~^5*Q4_sc1zthk4)2)Av{QR$c;T{7>Myf(e&&p-GafHGZrPK$=W_}XWD z_wzekwM!B3sfKBShlk52_qkuVmIYE5dtKMMxFd`iQT=kR(NcsnYrd79D^vCo$s3i&BTx zzg3A5E_nifdjLdL$;3rKOqWbV5S1a_%3xv?gT_<=O$8JTNT@X|hrxwVl>|_Oa(i`4UcB(38ZU%0_|MXGGmuGf}<^VX& z4FBGvlAueB5k5R>dAqtjRCkQ;(QrFEA~zZDOfQ+(K-;Z=uzucX1hGVY0&naHSd8gy z!U}XbwmC}2yqmKOOM=E!OCdTVF7$#UcZ3nkZylYj^GA)|xB`Ff7Ho7Xx5&O65PC^jgqzlbTgDQ#$+ zD4B_+RZkZ#n3|`YIVqP6>0n2d+TZEW)#^qk|Yrc3~LmSkt|E3p=ivxX*|Q>$kY)+2NSum~O% zX#6vbz?F~SyNvoR)zhjlF&5#HTms82=^G7!45j2bl?}X+!NjhoT;6iAGT|RC0&S>i z1I$wz&lmum2SbTchdJj9hZ%~Yj3Ns)lFnZ@8I8YY83LcQ!$}0-D!^6n+;@iBUr?Ej zGh--Z-G-R}WfqIjI66*TU}jcMKVaY`6M@`ZVTq}EW1zU_xU(Xl@m$@uFikh$zWT8c zoi$wF#-~!*Y2d$sKWHmR!*JAi4t@{7d&^enu!fe zt)UPTFWGo1>-n@Ufs9s#Hl?k`>vN1B?Nl&oxb8Y~+wi!~_$+}kF-90Ztqspx$2*e+ zs<8mfWtR=_Q8ixf>tOLJc&$+^wI6eo#l7$<%sZC~Peg~_A1x*$2anRJ@M)8?42BP@ znq!+WPXS6^V;W`u4H$tl7nr(=)4btdIlI6JqbMsqo2GP04+yOId623mu-sj?F)xwVsKKDVWUHtb@>}zgMrdmCf0DSEsb`A9*rl*P}F6i~>dz*p;XgF!<3t1h`Is*$^>|;)9YQ%rJ4JB{L;cJBjns6-amDjxgSknGPR>`rpxWu|ZUPNmxvmt#W zhP+goB|KhSAV#r9L6jo%SR3fPp=s@4lPDY4SCXglY`;Hwf=fmz4IDJXBmX zFKBf=h`lfsm8}qW#94NNMfj}wd>!P%aF(4hvxdr@aH+A%W3SBmX4C&=W|EAAa3cz+ zzl2&Wuay&ibal1;3Zlw+cg5F=37^juuYp#(^?9kp)I0-svx3i)vRbREp>h5K+{r6y ziQF4)SRYH$SeaPv=LH{cM2_@x2O^(NQSoLal#-&3#>zL1`$nZ4WhLLZ_k=U&xZ|?n zV(nFV+O>S+?o&>Sk_TRynP`NKo`@4LA@HD3CeCs@t0_gem02p&^Fjn(c#q}{vpjlz zC$8m#<8v~z;(qfg{Pgme>$W79k~i|4Ol*u28+oA{?Rb!TMnRts?vmpguaoFtr8Q=)HFuxb`)9GP<(F#Wu0AqFnE3Uj(5JLSYLk zg;JyOIgVrsL@uTKnMLV1v5`o8d>JFXr>U{zrX8w zse^JE)}y{kQI3qqkP{?B(L^Y|N(+b}8~7CMa^@g|!HABti}O5ligh_iBr#t_?ydTH zjsMmDKc-^FO44JZye9@G+V*zVgyH(=9eZRn(mixsFqjDqC$%rsB1#eUi zClx-WcZ`AexL+}Cs|TCCdTPI1o0kSKdx0ftKOEZ$?0+f>RqPyTu2xO+0zkaLyJhJe-r8n8G>MA&OD}%kYe;JL7ufY}wR-RxA^D#+*b3G*#TW0&6V zu`5|7M@j^_M=}6tQBJagTUo5Mx;a#g+<|+U$5F5dhAu_ctX80rcv=HaCU}hza4uDi z?)8)pLfctT!I+B2okxf|w~vzRk}UkZ3w*^)ICYjn*=h$ERZgr>7_(M1X7z2yRv9>R zCD)yag$72K^0*gKH$+E3Os5X$5aB!Q1<~O%HOi4|n4%n8M>#rUtp?70$DO>ziQ&X~ zrp9n5a|4G|Q02mVpyMQ)us4Z88#!nB5!Xw2+zFR~;p{k+JDD;u;KQ5`W(z7~IdjEOm04AphYnlSeBOEPIE!g5 zh0S9+;GnMpOW$y83xpPz?5<6qsDHYVSk*HqJZ>`1yVYJe3EazDj-1E)B~ur9;WDFZ zdmm7ynNm4NX=Xgvzzg4S9ai!p77@y*jKk1I&@0(x>+)A{7_2d5wxSM^FK~Pg1<0{1 zLxaUeu#D}^53Guopn-X4SdP+?1z~DpCWnZjNzw1yB6Af%MGz@ih9zz220*WGxnwL@ z0FH^xQ4KfONQ@9avjuZ;oZ0Q)wyJU~MX34##M^MfCFf;FV3wWG))k$0blR=GbcbVV zCzNJNnRRR}e38y>;R1K3GxDNiR@F?)hF*<_AY9H1(2RSNBdifj-f=Qp4xm58Opx=- z66;HDl@qEg@)({Z9%6{V>v8CfFx z9j`I&hvlww*z5%la>G3rxdNJGs5mj)bs2(CWzTq!M`JhcjjTOCH-`I};=?&dR(O!P z=>1Cs0~v7NISd}r7i6NmbMhPm%xt{WbP88K@TKE({@_JMCW(wZMNN(OBToQhDa%#0 zMwBdZX#^EojW-A(dXb$(AaoIGuKfZ9DpN2uB~Bb@gC+83#fyih390};k`qxfB4^dPb~GViMVJ{&E|y~(qez^@ z%f46TIz;HE5<_8P97rxPUFr{)9rF;$u`}r-G~h?ej<1w}6wE{5JPe=T(3ToGCYF8y z{_&0}vLYQDeVWS5bKuJ6vW3R+ll9 zPD4~S+Hya?K>Ruo)~};5h6lN4YO|Fb8Dvv`HYCX$p$$uFZIj11M*8*Oc%xm6XHbLJ zj=7IK8ZrGeMyqzTTzk)v^?Wd6NbBy?RO5OhSbDb*N@oeC9K6{*AZ8F$<9hC96+$-v zVTvX`t2mYwGo-b6^(_260S^&)>Z8@>8km|R>h6N`?waL>QzM|94{KT(uc}I`G1bLj zW3;P8zOt+C8H>=;;@7?n1s1g6q1Ee@=GLw4ef%5+r6p6vhdC}?^~dD?LJt54N`qIW z?W6a`XAEd0kcEJRIXy}GOPWz(chs-3hy4UIjAdyN?d$n!>OZh2Mt!7`3JkcI+NY7D z4Zx@&OY%K8LSdj!8ttQ2HBOpI3gxTA9Fu^sew}^m9XYk1(}XbeS#tzwj9zV3>B4*f z!mLEOC&Z{QQh}aM7u<5uZrQf?F{(SIVyU4`07;%m%3GC~GO31ZA8naD^Eea9%rg`4 zYPf7Nj8WP)qtkfFJ+cYVNiV`^mI_JnPIVC#Q;`mXnIE33aL$xKBj8i8(a50t74$p=YYq1i! z4JW4MQC38b(xi`idHs5x)6rnCNtcFnG<8^qLlM)l^eyv{QoV>Y4_2ZiZbIZEdfH~F zmXW~U_fcjM3Caf{ZI~l3fykIw1mKO^EXLMGId#dY#|t zOycca4b%ajw!-U~VVWKDu<+c?)=7zkq*Tn1T*3YCMpIA! zv!XO%!6$XjwePw9`fmb0sdFAu1F?ufo;X_v+V%ADW)gW6yKv33u3@2`PU9HyJt|MT zhT9I59Is&jlE#sTNKBpdA<+6cwfX@F>fNaZ22Mzir%iGurb>3{+c$$lvBT4a1=pdD z=&0zJ@fXlN5PNaWG$MmlYLk5N%F z06ibxOc=?X9<+Br&`Z$xJ#K!Hy-dzjaoVxaE`o0xdZDAk0Txf0s@z+N9E~xPL%3=k zK@5dcuz^`sGpib`3FId3cO#bLX#~E+1d1Xsoh=ZQyJbUZJ&VrrxXw8{UeH`mfQD1o zapGcHaqoH&fwQcOV@XSyH=I<9lydF|8y{=AHCb>mFL>4d^tV@OlE1$83Jm)KwyCS| zy~n=)7Sf+a4aeD(fYOATOCQUf_w5=eq(D`fsAm}#Lj=}l%W-s}Mx?;2=gQA-^eZH1 zVoO8{KyOs$>Qz&`ECy5}A%45@8TaWrnHrQVd0afpFk-Ap%Dyr=9UkXSQfkpnfzV&1 zojn;YzgxwIri;2ngDCFnS_ed<@^z-7Fb>rgWMk`-$EPrc`v!Mc)5F@L8S$Ev8u9?`9 zB1H>r3egx|Z#i}|BvnzY%xLZsBOK~rXw)Dk$6)xldBS28t@45^GO;|&@8VL`K9A?) zXteLUdwc-G}ZTe*1^Y(r}Im$ zLVs~w_n^m%C$!?oZ3M$+W}N||a)xDyQ6F8nS|fN~I}-^ItE|vTBxSE`j6&&+&cepC zi3T(QVY$TWh{L5?gj@{E;K__*YK6;%>^%3GF$9gkN2i`{BNRM(s~sW+l~^4rll6Il zjo_K-jol`uRY@+k}Q|zYYc&3^O;y3ADJK z-hEYNp$)1To%#fbts?{d-g^R0vLs_}er-JMds#Ht;UFg+)mdnD4X+Al*|;v z*cQ3bZ@5^Qa?2O#Os zxdOsA_MzYF$ivnHy6X{$MkE2pN@i!tA(Kd}%*HUywFC5tVNuKvIKG_lN1hsu`QngWGA;>2295GoU^ua0@EmcHf4 zS^_nk>p z6+O;coY6I1bk#ZPU}?3Z@g{;-b|cCx2yHNkR4CU#qC(ivYrQ6HLX4QIY)4_&pI2JX z+&hp8=N{Yu!d7n(E_I4CmJ?U(d`CIaxmmemLi-FEIXA}dF*o^;{oR$)a6cmh!I@cl; z8`LC9nr6~t}whLwm zD9%jc9c4rN^?E^7ai)wx2e#oXU)SHKS;LdM01-+j%&MA`qNcR#`gYN|bdM2=V#)2i z<~PsI$xU>n7@|%7oo6RJD;5+sMu(Q>=H`4(9?8B zPpD7ioQn`ayp_K_Du8)tuu>5EDr>rm)FO@9d%i;AGU$K5>4gSKM4wG$P)KX&g^Wq5 zZ%80$jUjS%Y-o&Q!aM*b5P~3h zK5t(z_e&bpfp4ZT(Lnj6dBT^|rTeFgr^)NMTH|$S`RVcrA5{04YCELY1y-q%MpNn} z(ffDDmAo^#OB+1DsGo7+mlVeFc6o;f#a-%9V@+Z=(Lkdu3mOf;g; zgCBsf@pW>cfsfmoyP@G(+wdTdRmI|kFz%VxSZVL`E)cMT;T_M)YAj8Aw(t#xB}eJz zktL41=!K4#;F$p{*;V=w zh#=g!P)JD50#QNL(2bl2ULeguT|GOYhsePl|v!9%mT#&~WUV%p2f0WsSA1dv4_bv(`{ zv44E0HL5a1LX0nM7Qsv6WnvkL@-+1VwIr;pMw zN!BACO%Z*)Uh9(nj#Xt{j2a|z+qASvcZIdFl;|}wbdkf1o1lykWr6@`y#8)RYxfk? zF-mTk_!^@=bSC~8h(I9&_@Yb`Puie6iDxuM$>yLjil*7PbdS%osG$ull?jv*D9wtC zuv0*kBcm*RL+M(M%Q;q*6C21)jJ`PchO@G!4O!az2!xF*-gXHbTLNA$VNZJM>ZtiO zQvA)cDjHM9$MsG(*SLBYn^p4G$Ljw+H5r*iBJ@Uml9@t=i78^Cr4U19+yI0P-<+-r z9pp3|8N-XN9l+;tbp8U*G(|;4BL0@rtg0Zl3XYEJV1bq{cuw*r@?}Ykm{uYe*35Ni zCx{wEps;~VVg*q_X@lV!hltYnNIxIdRezSpdl7ffnT#sEVU8wnJ{*!ci z1C@zX0WrclMz~*gS2TVRb=RI&86lILhUjRiLqnG$jti4xjZNH0f$RKn3WaRp9h)%g;9dmTy_^+`1tdQfjsH=d5Be> zB}E8()gel&)hH`$a!}PMm1>Nz9syxvS-uP&Og#5NW}N$9-Pk9O^0ZxWfA$tj->d;) z<1^i$kP2By0>TDvzW%wYRN@H1(}o4Dc7rX@pJ|)qAb{6)O@GE{Ek<{b5ThSW+rVB9O3HxUGiDLg&!Hg3I=v}%S+#kTmdXsY&?@sx(R zu~(7P0J7*GAI972wb$sm%Os;khtTiw{FNAjok^@5)opmGhQB9pMu-5~wy{WKS>UzY zA$03wjK;i|XE-VF8mP5d>l4(|;wj0<%!Hg6qJL*YI-FQ|;iJ*vL&te{&C{->9(gCO zLX3X9lfg37Jnt4Pbo~v*OK?==pVb%K!D5LKO`CoWAriD_VtG)U@vG*X|ML8&!-Y{0 zesKLUU!T0r`_&ypBM|naeZCfLbLHn)40rR}lr~lkyYwv=VRY_QsePajgToNCVIr|o z;-;TWfMbcq@8nUqp<@&eQsmCVnHHd)IwyS9b(j$No)39U!6xO~b5gd__eHrQjuowz$ zr2p@U+*sMLKl$48oN@TzX+jI4!)0i5js5ezHmH~sal07<3s!9`)1l#tQ-yF z=22XdBjA$rV8<#oKmw^YBf|tRVpG(VpkfA2uXXtw`#Ko(Xd7CZ(5yYKrHxT2CSKpR zMJM`^K2#!r7PQ?Rg_$DTwsGY2iJVR$Gt*QF&JSQqbe@1U7O$Evx{=?l|1SGx()z_l zQu}S`WaCS7N25N9QrVoQRpz58e~2(|y+I?vJz-hwfP+;p5}H8bZ|y3fK%*6^e$$&AAgBdE>BXKN$@dkQ|ZBk#LFN9 zYP_~MQSQ311~;Bq<;ufzZ|K6|=$G8sfp7A>yIPZW^RT3loSBRg($Wnu%fp(szZ1)Nn%RWt!VndksQu8##*KJv^q8l6+GWwI7ge{6-hhi6_vEKTSl z$EdFBm>&3y(z&E%yDV1{ASRB*W{0)DN=>va`b>{;>kF*JO0?Yo#&3Qf{deSy!DDE* zL?}m@y!uChFl3XAC*KjdLmdGlC0^q&Q$G|69Idj*Dl0b2xQqRG>zOA0-y zyGcZnu}W9F0gwo>a-)QJ;i`27gl!sX^U#vpK&LApY#hxMBb`E2Iw5+X+Hez)5unA# z!zN|`!fsrwRdJYjkxVMOH;nsckit&IY`Xy`cWxV(O|GH4GQi5b7`aRt4t19)PehHFHR7I1eqBz*3bCm>NTw z&TFg6LX}HZ?rF|Ro-;(dK>Efs{XX)e^+1@F5zm+Q)eRL*-(~;2aWq#?vhLM0@Pzfzs6Ajak};Bi zDM`=hQz`ljsKro+nnIP#WJ9{eP$4Q^?5$WrNbrw>O8SNpm|?{xS=iBqE`4h;DtCws z>mz&8x7^VU4um$zA0t9;GN7Xk9bVc&7Ou5)rg{+cs=MaO&xwFslpvA-z!%*mrL75O zU0$xqrq!@?dh=q`w?4%#jO5q0v2^sCvH3pCIlb4Q(Ur4HW*Y6k^tgw+ve;GtnU469 zw##2gX~M)v=$->AUW6j})x}e=HI=V#KI!6EHMG|+uFnu1Uxrw5vIz}VGJ@808Y?R=LmNq)VTc3-=)z)%J|4fH;T@!?F&%+@)4H>*-l9@=5A8jBLcS1l$)fI#Gzl(fa1J|i|9#n7hN8DC-Ds=XK9~~FR)f1NeP^HS2sXLAy(nF!2*H8M!qMPXeNZ1Slsv+C6|fC zuwZ5)Fw#dmDlvVx4lr|`+*nEzs~ie_VVksHs?1Ua)<%W92?*P?r7Hu+#LAzw#_F!h zy0g&&*P-J?J4~pDZ+h%zU%huB1m&{%G|`;ID68J4$wY7n&+DI&+grn#vaCBk`tQkW zSWDgR&tY!|nB>R`iPV3HB2P23N$)p(bXL-#5uj>P^qZkF87*A|u~Z@>o33OVqvtjf zzecaC?1W93*`EhYk>qjAdeC!2u;Obse`7Alq}UDj*8Cv%u4?!`T+E zQ7+!eJ5Fr;I$v~-r>(`S!5Pn^s$pu(4Vj}v`~Hop#Y%K4M;niU&($YjupvgAV1; zG^qL%h}yT2fEpbwhRWWC495k1X^ zn;V|LcHtZTqNv0)op8WA?sbVG!{v6|tHTclGpsHMYwJsEj7CXVT?qQfk|DyRpISgh zMG9`rUwUIU?$b-0Qmd0OlVr}9{TfeyW^E$S%!rf8>w_P?O z=@c>*rpEHjcPv6+5n3uSL+N-C!KqS+q1M1srPWa*;4VquE?;sv$~A*Dyf=MQ~G;6#5O zjg1jGR?Nm&5rFUsr0^+CY8+wGgFuQ5CF0}zkQ-x}G*$qd$)ZyreNTN;NvYgwhBa^2 z`sy#G0`U?&q?E6FMf*rFCk}e>e}ktff+(IIQVB^;j3alVp`R-9rV3|m=verAjW@_E zwBA#iJXNY{Z+zGNc*D4%;mXg4w9-`{C8&>Smtle0)g^emr|SSnSko=rT8yfy*T>p& zCcL&=BO%9gkKk>#2L2A0yCfG$y5r?Mp<#Wj(Tw`21JcE+uV^}!bER>#8dGb+4Gzhh z>j)YKKzCCDk5kaXD6M9ERz3Y1LGd)9qxO+1V6`Hp3r&o$rbtm?en|c8TdSVdFPNH= zpdG4x6zL8fgQxZvX^v^X#(PgZs!h1Uax-$b-vdY$WQpUShi2_vbs?~z<;0e&ij{jd zHqM}?G{XI?Tmv@?F&x{B&)OwcYVH>i+&{K%HKag=Wga|tT|ltpM0q)MNoT|gG(pLY zqsGLv-3>X>gZWNlv|o%eT_0;D!@x*}kv?^9i~OYr`z7uDma&q46Cv7jA?ogN^Qj7` zN$#Ye%Jl{pnAd0Rzj0^^#0ljOdVd+Uq`( zK(v6T^$ka^p|s;O7XR)n)Illif~EHu2~0Mk%nBE1g0S?K%#^6cG|WzW3nfNj1C+*7 zn2b`otw31+>{&`l)8yFOlq+64@?;Ivp}7Hs!Rq+V{Q@hF!gNfn9{>muu&U(Fv+yQX z=8xfk6 z?%&?f@9_=fYVgT%aOIa=`c)w;fD6Ci%uUHmN28I-VpE3oRzWO6&O^zpQ=(Ap$*Du<`4}OM)`8Jh!tkj!)LbPK`#7g zUI2lKT>;(tmKRnd1UQ*u|=cW4J4|D@f9)tJ{sB?rBS*NpI4Zb$GHiCC7vP~!zb3I zw7;8Y;>zmjF5_#Y+?q7C(y7tFGDN--v}0z?uwTP&r2RUv2A4?SO^TLUMHZwpkqkwpqe>SQD>9s&0Qe9% zGKwWum0R`~&yBrTO-3gj&fJXD?DxYN6FHAq=lEmv_Z6Vj4M5n9H4@W`oT=ytYe3le zPx^T!fMMIbAo5?t?tSD{7$O~kNJuUgkukWu9+3kvf~=25FvblswH;E?BllP)4o^(a z>4EHRV+jgk;w5mz*SPX%8=P3$#2r;@HvnOq-|aFqRO;81^fuYl?@J`c-!ApNhB%(A zk_R{UzQ3rOwWOQv@+5*stFboaT_4pVVj0Sy?P{{_?cOF&`fsA2=XfsTIjSf&aVtf+ zxqe>bbS4r>wnZpR$t|0wOK4i<04BlRtYBg% zoH|3P2?!e1f49FbO3$Iyj~}lFl`P z*OpFW^iE~EwQ7>fU|0rAZc5JUUl2K?^oD--M9#q4zlbS)>8$pVfW4z8M%YB>Ousi{ z2FqSY2Z2`W7-1v2avqKLqOyV9Dur=tK-ln-hLR$M(mM)iUp=Jtt$?u2C|*tdL=4v5M%&M}KCc5N#Y4PbMrUZWTJyDGy z*@_=-^^E@i4`)*ZW6Hs1U9;#CSlmiLOwK&iTy%?pgR&pTitwzxqO_+#9=~B-=XUMS zWk~W~SgUE0%7sr#Q*Pg ziRvmXVBCfaYKjh9jegT;jfydP_QP-?Sf5uUJWi@=<07`UPDucQ^pP*?MvqC#Ga&d7 z$(c*BYkjOnpsdE@S*Db+(Q`)cGOjgp+w>`mo4aKb;GzPC=ta)g01KfsF`DSgcc|9n zvht3Pff3WYhxM9?$PaQ=kNLCp_!G z({UMgRLdh8E6=+tL|r16UN=gOD!E7`%h#4XrFL%a=@6-)HHMCIlt$V2D>392F7Sw0 zN{Q)MyY?%Sc8CZVF6rr!M&r*q6f{r@1Nraj+$hEvL=|*_%5L6=!CNbC{oCKtM~FOr zJI5M8hGH;4Z>*8tu=K;3-1SVWAc>ZE7e`s_3!T=9L-D30h!I{fp2eq#99Wl45x|eL z4T&7N*^CS$reKuhpmrE*Tv9!L*Q->_+FuXpk84pt66cbW5wxXAQ5xemma$D}H=-9; z1v^$hix-tK7`RQgw!Wj#CjMm0w)XG4m*TSV@5fPJA!s71A4S8CWM&`LqI&?k@q(j{ zk>P^0`F$wRhN~!6whxh>4H|0tD8|iw7{=9RNSEBzjLJa9zo{1(bU;jH4?%BKJX3T4 zYK;a0^%|$tGya*^IU08F z{16G4?29r18)F-wFqTF`tSGw~TDj4hM7z-H_OxD)Vw8bLbDY9?GjbA2Gfe>Ix=tJO zKTd4PRX30QhIKK_-=xpWN{*9w5#QFQQz$JgHIPe4GzlxdwM+$PqV~>BK^uf)mpEmm z2OlGE*&--)@K{seV5@$Qv=_0WY_}~^KJ90WhU#!B?JjJ{d`)`Os=?yOB@C%>{W?`i zDQJqLVP+>gxi>|G0wuQ8^IwK98V%`iD2Zk8~z_=xv`YCq!rbb}6^wkptnXs|V0>JWi*v+UZr-5ZofB z3o3)ohX_138Vfb~(7-4{Zv5H#{@rSfrfW1%jn1?Hq7me}3>{5S>;c_pw4*Q!Dx(8W z?AZRTj9?{TbcrZ~yxf$(o>*OeC?2!zSfn}nutdW1z4PMG?_af7?ax?y1%`bATdN(d zcFg^9&G@!hrnbQ1Fp}>XA@w%}4nxo714-HTV`^k8v8LGSLGN2Mq|106)ticI0F(r* zRB4P&s@fGFnKdPv4BH!Hu}a;D1kS5Dj4x1{=4n$jSKnt?^J$%3(u&p07i;F zE^JG>NSwb)yvX+<;C-YIBp#CFEjI~-P-O7D_Mn1}q9Lr56bYn+gL6 zly;H`m*Y8HadpIgIhKh#PE{a<()5JEajaIAW$;W*thS`-`57zDgrLy?_CTkxT9aoZ z3I$07^cp!ZOum+$Gu{V?M()HOQJT*o?d{qcQ)FB8x%PueLeOq+ABYtv58)Z{eAPF=(akkl$zb$7n$dp6nQQV2@1Iw^ z44WbC3^on#_|5iF603{My1{Hz(vAuNdjkj?w?;eEtfJ8B4I*@_LLrW5ew(fQiM=f8 z=!g~gc7yr-{H-a56^*YD!YEpA;BwmjZTIrmnQG_ypx@U%eqa-LTL-ADDYpU)<20}M zzV|mJV5JxUhjBEG>MF{t*B$#80M<-~d2Txsf?%YiPsQEUOd6{{r*16E>3P!>XD36% z@V3^UKO`H#uzHlrW{_2shh!|Y8KNQ9_DPin&q7;7Can0O{16vxiTqGTK+JTAPTIOv z>36xAZA5gYy-%_*MxmU5C>mB=TEjTKb3i~PAGnvcwN3+S3OeG&ZhZOf#|%VSof$`8 zZFX}vY(&JExGByAYOh>&el3No65-f7tO!oBgK{o2)o`gDoOOB zl``(-0Wd%AzfJ#UeeV^>F=VD3=3`0xc4Ix7Y#BcS!p8PQ-{Q_>DH>K*@^|=s0?h;h z&7iOPv(f9Aeur~Y;>5(FFI(28+UwsYMvoDr!1_q7cy?p|!enGpQ<%t8mdR=ikJ9+a zvDJi{iS^_HCoY1aA~DkE%BNMTa#p;-FQngz@w_4hKxHRnrW^p26}`o((rrhKp%W9+ zlIu~0#D3)5q^MBo25z-{SYw=jzsAg(fzQuyQ}?aXrJJ2pBK;byDmFQv#_t<8<(}fw z@7SBSV=#0tQ@cX*j}Q%J#_`o#yqhj=R!z<3CCH^X95~-76X%{Yt<;ZDf%rQK>dCX z0&#A+DR^4{3=u|vaj$Ek6L`A(>B0B&s{P5gS80;JzV-?X`vSH)Gy_*ipC%y)UObn6 z5y7xg)uA;n0%PN?O(oJ-EhN4kSOF8N?LbaEHu%;ILArsMa$D;!x?bmdJU!9a47wQ7 z8h4GQ3SF2F^H@P!tBYjx49y9nsHw4+aNrWsKpQTBeGwBeG9iQ&vG=z58->Q7r_0kS z^`LJ~OeCQ1UNEkuBWr*5DQvN%y%QPI%7!@+$#Xjm_%KHjY4Nt!M|K5WruT5O^*?XJ z1-aP4BQ~CUAG%%`i)yp~av>5U!Zh3{m=Ha*kRvn%1cQ@R8r1lCse(ENPid4wBPZUF z;vunioU@KZZyJs6jp-PHTzgVny$3Yg?-xH#byK>{O3@mnVzfq$v{iH%Rkdows8uEQ zibz{6YSyNTqG;{Cf>0y2s-i}uX3T_;MD{PA@9+Ho=YReu&O0YL@Au=$eeS)_b6AK`F&$$P3XFwq+o+}-t7h8tVLHo91^5BvgQu&VmKDv0KPonoHF@}fGFKF-6<2hj zM0{ybbo5Ej-FjxS%3-jN@J3VS!sSy7+1_10tMWD!pML9{Zwjt(+T4mVmLIFfd*fTk`#5W~?Zo=#0py6|{Z^Z(Uh}Kv z;F25l%y(aNOF9bCmRtAJT0L5}l<0bw`bOAT?*RipM_X6(-$Dv+_2(l+=b=~C+on9L z)r>?2u716(-Sfv+$9U`0X$iNh{P}_dDT)fUf|E1r?-qPi*O3Pc@qKv>(t1vs2QKyh zzNYBz-Z|kI(9c|tBR{#8;C>x-uIy>0mht zLEwFg6%XW1WxuxmD`f^dsT8(f+I2AE-^`c(6I}K30MD+~78&W>EC?&Vdqp$z4}WpMaanK!i1PnQ zPir)Am<#WQis<;?eB!C5G*OXc#^DBlC5d-X>+|+3AA}2g@ML9;Tlme00EM2G^;g3T zIb9{8PWlt+?ik{ z4dJ%Zxix3q{%twCTPl5Gj3!APHPw{$@j0cSXd8$wC@86+rD`N^{n32jF>r`ZnnAIp z;y^?rv)KHc@4H2g==<|P50NhX0yH};Av==NoX4qTs#GJm1UVw}IIdaN@Yde`L6~fz zc4>q|PF75xz%09m^@oOA-6P7J=c2tOrBu`VFmXrLr`I1m-O%eJQQN34hUe~$EPQgI zsXzZ9$LZja+rvcY^&5m=y?3KA_b3cp*DMwv3^w&7&32A|5BU51$5vmHxch5j@b^h{w=h%3D9V@e@Rz-6FvFJ+6K+ro=r7z?w2_H=U z+z=Nq-3jFVzLau1>@4+Sburtso=oY0Am67A&refNt}>kNxwxFuoc-j$$l|E3J>>(j zJ(`t;Ljw(+PQg6euNd<5z5IAG?7Dtb!@VVrINIa|twijRPd~Z@s!7qhZsN$bzU{cv z-0t3M*DkwWH8T+Q^ycFU*i^iz`d{{aDe5WiCztt?_m&TIyngZtLPCsY7Ci%BkhF=9fHVc={%K8^~{e2qOH;9qA8vfd>Pc{_}lRN8U zIpB3sePeojfAyF zc!v00uX{ayn^SoWLa~bL8m<=jcm9sESm98OvGsuxXjrK*RJ460z|QYcWl8iLfEVOVc8a z9_0^-;?Hrf4=+#mZPGZ4G?wd|$FOLuHB#)N(f$c&;O2iZI@=BZi_y8Ae_3s7hvd7-5g!~}oU3of#caIWiarM#p*0YPJsXxB)_G>si zRq!33-|2z#4h+NY(U?beBh@#K0SnC}V~fcm*+~Q5e#p=#fw!jPmCtnz_9I+L?WmRB z3^AqGFr3G^n0!5bPP*!ugQLZt%~soOoleDgd0+74vg`ZdIwvmpK-}FY_>}i!JMr5Z z=FR&LVZ7;40_FV&9o1bz!b1rQ6sHZrJzn$EGtbTHB?8Mb4Cbmw} z9-a!bzy876A2-aN&$&pcr^3gF;`hk2B`UJ$=t8$TV(pg<4q0ech?|@tv7-;`JYT{J z0c0UOto4B$sN*#e`fDFkFGjF$z3F#BoZ|m*GLf%Aav1WOUi{kP ztHyWzlrwDaL3+$MXEU#;lU#*7Tf#oA*q;uu1*y(+L{j0GzfXuj2CEKTzf6mli@S^b zh{?ZSmA@ubh+*gB_&uLFEqe0Y)z~DlC~^nUA|hcOd&f&FYH9Wu+{qP+(Ct2d@5I&e z3$NZ&~rSFNWuI^`d=^iSj)-7ur2K(aZxt7hS}|LgwL5$n3L zXzy=!6jGZnv}y{`pF0TjVyI@{>pK+lep`->boiHfllRsi7ZFZ(`)aPorPqD`j#)BIn-vp4k}%^ z@oJz#5IDDXsp{6ul(rKukH`6jnt6kfIHzm1!81IY9W@WiFRFd)L*biB8GqfKu8j)1YX{>jc$U-QxK zon&ZI);pD3a}t@BFppffW?bxLrKPDi*}}Gwl~KSidauh@nq1=}-Kwv=QlvVvW;l<3 z4aW#6YW=HSx+)wH%^#VnGR@^M=bT!wbT;Kms^71Dz^3;PA=M{>@+ZuliZ0f~zv{3? ziGP}#>8kPdyLIvT-+&JBxli9>(|I<4%X^NKwuY56-&*Cy1{>WFFG z(w)r=zboSP8b+Qr;JFxyQY>W?3w2_i`WGTd>&be>aho(i2-ibA787vn@s_-=({>l4 zV*H1uN7{P%X4qht5QZ0$c*Uydwe7A33GN(#sK5b7-G`p0Es~e)dAA;SndZ?m0m=xdU<&@LHGZ+xP@iyXS z``$y@q%d%g{kH;#9Ej|w`>|-N0jJ1^G0k?_P@wSx>G|<+n#uclqo^b5TO}P}hq#AL zT4ed{Uy6#Q)n~@tOSunTa{;04JH8^e*P?ndvrp;eJL^Et@l;%b1jxRl+E z H66ThCBi5yQ9`C@TPvNb8cqu1>Tf5%rePWwQ#UMTPze-E~ztt#rpSHsIFuVvtD zM=0BY0mtY|es5%Z3gV@eZEX+vLS~(a`4JPS>bzm?&{+h-LxeLuN_^uv;-Wiy4jRC{ zYg~_Eaci6U7$3>d>Hu);m-o3jNuRq-c@v9-3R`$@cZu3LoxBy^aqOfu@#DDl+{8^3 zgQNAA$UH6li!DaqI2})ZaG|__X*a6#xBb0c^ds-BG;`Eg-NEEra+Tsce-k|j7wCky z#Ug6pTs1a@SXobk&dzxWI-$J_Hr>~!-dl^5TRyRAPWG&Lk-$`?ZqIhNZV znWVgxsAFWAa%H>?pfnI2**(G^e9*b0NB&kq@+<-b4Ye@ic9x!gcp2dydzI^Kpbq%V zzIEQ#h^r(*ChiIU>w^u9t+>KpbNA-y93Q*f9}QejL0(0QZYP1O^#}RAyfwaa*wttm znhK}G+`&@^p3>ZseT?%Zc$50&Kg?q}px4u-f$L8mXl5Us-PWkO{4Dfe_&=S10N=&| z@S|n7=(aS(YfeGktQ}$Q_)GI_H>;-k$+|m12dy+ZEJQ$r(SH^CP6m)oES-xbUN!PpdQp`b-V@Uf0LpWjkg> z%gzB_*;xcqD$&s z5)?B|MX-IgVv&5%Y1nG8^U&{9K^spN(dB*LVV1|@2vFS|?=Uk5@po9b%{pw$czbkP zVa$_ui8UsAO)l<>4Lf^5*1)DmY~z`FLh&Yz=pg{T9#o}hp3URk{ZO#2{k+5!NuQ%< zGmUn)a`Fyuu-Zr0r$Hdz^@)65eRY9nAL_Z5vzUgweh)isK4%n>&qn6#CoXR*vwxY& z60dP7z70QpUMoY(YHc7A&tK_fAp zvqMf%Jf5##-)(HiuMSwQ;inV>w-7j*^xkpF!ur2C_-wOdGq%1)zs(p=Q!d`V1bn0P zdAZLLC;?ZLAa{|9Gq3HFk@_K7E&IM{w{xC*g!)^Y9{+o#aZ3xggq(Z5_DksFhetmj zD#odMwT|aG9KEw+(0!@s))DJq8Jc6K~JoqTq9}PCGZ+y^_t(D=J=y30V5Q;Dm{a z!mAwK4zW&-oNqd6W%g;luTCX3UtiHtqG=$#ep-7K(hIKl%r?i53q?g<`DYd*dDqtJjEq@FgQ)cSS% z31x$`oEg$uVfH-rxAR8I)5c z4d)wb2`{&$yNSP3lx?qOm$>?Q_55+GzeDAj#~WWbfue*9i(e;6+!<5SEM(ewZHc(Eg7MitI~&mobQ8v;=oQwmnzYn@ovBOI&^Z3C z&x2=!Q1PQ+!DaZVp1}vc^3Ew+s#fk5efe~i0lF~N_Nwq&9W8sCd*~pcd{1qeBGr9^ zK@L=JqLLNG8_-8WTxb2%EBtpWAvfKkQsQ1T>L2MDj7|P>wf(@RsFW0#Vhpo8eiksa zZ+kPjSzn=i+9rbcA?8#31p!h|d~}afP4YFw?Qak$f6>oPI0G3}`|k0PB<-F;HK!Ic zSXQDu^OO~Y+vZQ(9vPmP$Xtt(OHfh@(sM92-$Gl`Heuxj78>XR{)eGrZ#B|0Lsgi8 z8fLHJYlkwsZ8Ej)A`!Y$8$*^yoa|qUh~4>OyMa=Qn7R`26}A|?P;47$95kyd{?lw< zu?5i{N?My0cpI?|B9D&;dw(oU!==z7=cP-Z3bdFQ6^>^LFGWJ!ZTC;h6j&~iFB30u zfp(gY_08MS%3NapKKBWM?~4s$zB2VT+5KQHTsc<;@kGP}0#IiA<90N1DP{dX<<0hT zJ);rlm)L6D%&=b?y%VwFK58W3_rP-tyB+rvedlm^c=$Zu5Uxf^St7_a3RSDGCe!ca zJ0pGmTIn`VgtDnp&>aEO?2!wyU}utm>}34r)An(+gauCh@oyL(_g7`GEMKtWU%0CZvT~?l<>F|EO;wMGuR3dJmUh z&HNsXzBhW}T>c>L(@cukYiNL=Rs8kLet!S2X>1h=4gH#7A1C-mVdgOJUVmJXziTRK zs!O&m%R{F-QQ@jpdh!PZ^Xc! zm?8#Lgv((I-dFP&>bi5ko`gKu&semQn-??-#Q*F4la;Ka8a1E$tW~3|1(%tje0?2v zQtg;8)L;WALXQ*&{drq6tf51Qt25h^?b;Z$xgMV-&getwa3_)mx%8k6!0-=cak zb*3Vs6|#g&nUhemV_ZEOAj; zQFYDv`sQXKJwS4X!9_j&B^F~Pa~WmXq$7V^D$+eLk2V3)cbK;axn$hLhi@TXX57pY zu*+tWuEJHvdVK&8588Sr%-Y`oGtIrPyGe5#do@JGZjtRz0D*^CI@?tn%Za&D4w zVBoqjdK67gF?H9-~$r*`SF1>(7FU0{cNUhMF87)3n)jUYoo}iB}*2Ji0 zuA1C?&Aoi-pBlW=WN&mK@o%BXC46y>SLmJVAuc5pm?T9w3Y!KhxMTn3`HXEbr7(gY z@rZeRhSUDnOiIRV)eUHlRSgpJEtvhdxm-?r@7A1fs#GuHIqtHopZg!Ftm7Y`Eg^=r z)0reF(y9D6+T}B{D?gTQvKLs&tVcMnMO%?Lq~<6sq00zg*NZb73sNpFeb=DzI+)p8 z@Q9x|xE-gFYl50IRB5e-0fB)X%3_N`Fnb`!7n+(1Q|F2hL-`zw;u=oAU;i{Fy?ewI z5>aB#%Qy#qeciP3d9|T1pkQtuZk{ z=QIn4xcciFxGEUbPJ6pF2HAbkDDsVx*ZO%29>2|T)vozaly)+CXa77qNBU(T%d!Qb zn|5VNae{s>OJimZI5wL35}5B)tG{xh@5cO2#&3%{`k6ty(Vbu1W`WtuOK7cKFPmi( z3h%@cvE6ATW?EeaS%3UNCHW&3TTeefv9z#IBT3Ophz;Va-1`=mCqBo=vo<4Bw^WVG zz69}321S>IquLVo5yJ$1iFJ?m-n<+76rJM0bmk5TYlu!Qq*t^L-{(}5$6%%5ojAt3 zABZ87JvR;+uVGn6*k`2PVgfnt(#P_`a7~YW zJ5$K0vE(_q6)z2ckeh?MGW1w?Rn+?_>SdGq4LfTtG1M5B^hlf)Qz+z!bK}^M_p^?H z?KcTE&yx&@5&6Y^?}Iz( z%||ru>b7TDA^oyhBOv-B&js>7dm;ag(M*x*re!+b^z+04c#b$Jha7vfw`QKu&qU^^ zxlnX)1|40Meqxq5LzYM#y^9kqHB5*C7CG_GT;Zr&T6~d;X*73fQXc^%?_^nc@sv=6 z4N`JiX3ALj!fjF4-fn*!MEl7#y+pJ;=8l_iA7s7yChU1zmpf(6h$4H^b=CSy8erQH z(kL)GNDfh;acgis=-RWV^7H;*$mt$&nuLVU%(2szfG_8aU$KLuw$?5b94^56tLDJJ z4~N>FZljOwX9#SSQlk5iY6?@_mDylX(X#&xFO1+BG4Xolmmw-YP_YX9i@Kkq*L0HY zZQEKad__l~-9-eP_!W2*~?{ss_8!5mZtGt5*4Oo#}S?Z{^~0r0mMb$OIAzXGu*`daPBnK4`~B{r&2W3Tut*-%+f$5uxJGltY@>DlZu z4jW}c3@z*P*t=Ae`aY?S%c-jX`go#UO|5FRE94$pt3>N=`aQ1q`~LJAP#9FgD^F`JV75ZlEhX9@z=FT4$~qOEPW4VHMpO*PqDzC8KY=)umZo zJG-EmaF*0bRO`^G>$`<7{Hr^d*wE1bEm4-gD>(lEY(d z{=kRx|CI2@0sw!3`DgfTrhxfXpQWWpqq1`BX^CcLC_q5P+Wt7k^;pv0+YsHEKmIg~ z6MyA|r9%n&B5~3+ikK#E>7VCoiP9`Y-!InIG`yBDsePmG;_IS{_)o{vCSp!H57tN7PFLO})nv9MW~Jd(RbGW8#8d+>e~ zT&?-3p!Db(y5x{6%q1RaKd!Y}oj^&Ix534&pD(c0hJXym@2a9=JWk8CqS}JC;GHQH zKFGm&xepr44TZ>_F)+Q5YyVx@+65t&(w(*Hj@D9;_ILizxG!6QNV~JqzVbHPllXWL zwvFOEn}K%HDuXl6lgs=n?e2qZ{~+yWaE+e2_A^>*wajJ4{`qFN@KKEt)@6V#J>|KG z=lrz2Vc%Q{Yi%I}`CtA?!+!v*^4!HP-i!%FsZ$S*O`E>0+((yFiKm~R>b4w=dGFsl zey)rpQW_@Uw>)9Foyo5f-_ZJeF81>@YZ*WoK(YepJ_ib=jpN?vIz5R5c{vN@bZ*JR z6PSkRue0B7>n%-oo|aLS;ZY}`-Y>q>Uh@{jyZ=(z1NVRO4sfz-ZYaHHLjoVnIoCGk_fj|E%~*E5q-{2BElWYNvZm^@;DqhZYOqR; zs5JWCJM>7%&OFc|z6Z8tIWPBJ!LBNSxyJXLa&CKeUe(mq+%;5VV{gs!tk z;BgcbcwnO_KLT%=sscT6;`3&OPpN&>8^g6w`WTIsCNKY1p`8THX`v})-kMX*?{-QJ zXw)F?)8|*`J2szpBNx=G!ZR%B<_Og0-?nRB9fch+uf9xsWeGTUIwXE6IDvBH#xIi^ zlUL(%!%cw)&<5R6&v9-V>app(nDR2b{9tmkyt3Iue9Y!=$Peq=f_<~?;A9fBGwbXl zUstl_yCUuyrI- zO5n;{NEK~#m`@S&W%XpH4|gc8%27nWMgPN?fi&Osm;}%Wnx8TiOrrU&acCgp$`^ zng@m$1lbG}dmZfbiYxiZJu!$qy6)fmVGhGZQnA_?567culOFeO@pR4}3cpKxU5eno zW6Qh$Vy~+5r3<9ae8!VWC}f>M?hiCs1|~+`PRH@WnMBs7&ASiw%19-J?WO-K%JTaf z^3BNL>%*gjL?DIAS^-^W1s{tvh;34@=um34e1rHNLc@m(LrtWLmep=7tkqLDU*rWb zaZNry62<3pna4|$I#`XS#ryn*74@_uy>1)I?Ow2zwjn$Ld0tvlwkxi?xSi znj(qKv5~4sisyXqpg`Uwy!Z3A_MrHC8VNC~PIrp*x*X)w+q6C-ZiuAeeV>KjeQI1L z=6jcIy6%tQuVRP#`SWvA2oaeog|(#NCaUWV_JPv(SqDfUer`&@jXmGtiUCOZ-gx;K zSgk^P<$EyS^Yz~ga|fD!HF2Pc^ps6@^>m28p8TtYLj*FykOppMpZoOV43kH+ORv-| z-5gc9zc@`hRWfOzeq-Ujx5n6mlQ;kSAivNp%f)XBg11}#I+wYUn7P6S(Zp9&>{F@L zWK}Y^Q4HU+JHt1wd+m$dxY8sEUL~z;_4j}4mls~3tOfPUzdE}3Ef`ds8c#pQ*za?? zatY$2LJ=CIw)Nqm>BuXlmU=Qis@PSwwchWuH>v;>Bn|vTM4z^v@E6+h&x*YcVWJ@t-7Se&g~6)HRfqlU zmuv6cnRimQ$KQs)`X3R~+S!FeQ>TJmcNlGHeK8Ur z{&QH)#HK71rSwcm7W1#3{`*NBak5=$;*;{we;)^bp%y-kN6w`{yc?a%gOHS*q=bS0 zn5mrV{mCz|kndHq7A5{3nCKe%3E7^|iUr-&U?kk&S zy!sUDjRFJ=AJHgs3E~$-5RP*$V>31ohPgVQ#hyC>*5}!7oSZdjp(YEu`^o>_`|aA* zAq-WNq8o8fO=e;7TNt0hQGpc(0z>CrD=-3isF!v8EL=vu?|vo}t1B&U-9f0pE4FO+ z_Yk~E{OXT4_IcT50Nw}VvoZN?ZUYKOJ=t8eR!_Gd6Izsp$1X439FA6j)*1gwpG)Cu zQDz)Jo_(5pH+*Inr;60^8UJ>%unstxp zWl(Q4l`>i(>B#H@vqo3Dx9l;!47KMqSXRu-b@Tuwzb}WXBfD+e1znOHOH(U42}4bS z5gyr2t81xN%(GILcxQqW4VONANLlh6jS1?nHi(zt*9n;+bg3eT#+^|;mZzaTa!^l0 zDG05xY+K%S(t@&%VclUJ09Xk61e}g1?66j2K+Jx)hUh-&l zuVb&18O})i8aoMGB)uO*8g1$rTB&tn*KCINnJ_NQeXQX+;7618r3#ohUZvMTAZrqD*r>S+pzXiax!o8af-)##RWX;$XNLT zp3&hq48;T-0n4S(weM-=*)Uz-D@Y+zlm(;P^~7RbTd6lb{5?d*Mv^-ywu7U-exBSoDn1&hLL{y}A& zDSF`5gP5d!F$3Ucpo^m`sx4^;W@B~fMHE+l;%?oO~{P)NMJ1KS+TZMK>+1b@7o_X!->#;U-x-)=EaAzSHH!IK>V zJ7%9(s;d6i;G$v}_X~VI*0@rQ;+pp??0h>U#@8l1>k)~1T>958si{NxB=a}AJ1fSW z>0L3Vfq5Zw;<~~RreF}4pS-i}y2IltHD9VNveqzj;z*Me^4*GZeJIzN>=~V;^-DKM+!Y4?&Wid`?PHAFNKkXmHJ@5b61*gQpq{CjqZ5Bl0nEaO#lQu z!h`wO9ER^}>l^#BQsvO&Ytz;2&ePvX1wP>EZ~4U-=u~ zROC?31_bk$Mn)3b{mmDf!}y$DFI}}JT4|7_QLE5%4`%AfX3Q5NvPfi|aa&wF%8IzS zP&2sAIrVaQkgS)1Bx>h&x)X0F><8e!jnrKjz#6V7(q?U@?o;B6IDYlLD#-9X0j zTvD)ND9sx42z&fN>RbwDtvNVRQ3|zY$wmX>*bGSyBE9XjB8ur#G&~-(siH!olU|>( zoYS6~K0l3N?=;Y)7SnPWwI3a~`irx%Lw@G4cq`_5q#PhG=LRBC`FhDJ)$%`yDx-dS zL=tig9K!rW_s$FmsV09z5a(l4pW<4l_`B+R3`oW~>1&N#O{=YQt?BCHcV0Kr*F%$Ih=-0l^^uDIlV zr-}N$=!lxh=RdmoE$o4dlxp9LX+^era`rL<&&j~K22Cj1dLp`w)?k@Pw))gx6+@GS zrY=4gh9b3rtL4;BbCc7M?dfKWJ4IVOa)OYPROcp#Jt~zxK^XE-!8F#m^y-uksL5iA zs#-O}6FH3DL)lBjT-i$PdyR(1dY1%W@Zgq|nDfs5f-qx91{EW918HK!Leuob1WWB0 zER^EbM;KSEVy&@w{5*0}Ud@H)q~iUawcT^rJ|kM5izHn`eu!R_MvUC}9sEb%G3m`R z{ajNiP{QNx3RPWGW)IlCgok@4q-#-lHIn;Jc6-@RlsRK+8& zb}zEMUw(-ukG}Hd$KfHJH8Qb<*TKK1O$F8PD;DkR8#BjjZUg+1k?|>E0@f4vrl}Ur+J%#AB}Pz#Q1T!Tzb_#>?+H6r`KVfQmx^$?y)(z>24tr`YgX zA{MiX1v2y8?S|@06l)I>!E{W>mp3C8JM0d2MeUDM=tmkUcA_$idz0{9cj9XMB7J(N z%B__k+C&oldIj&2?}0$1oIW$jhXnM&QBZ*ZahS{ zJ84^d3-sv4F4b=I61N1pII8pB>cW!Zpe&X<{l-)P9GPL8+mi>Qg z;dZfr-;~JxRbx`z#s3}*Aj=63sgj?(8Co4%rzh{Pj*-g8cPT_rcZn|%L1vctcP#c2 zP|&{GuuvlA>L$5zuatSr*3!4*u)Ey}7S8_8k(>~KrYDb1Yv!-FH)Rh_R4X3vky&FW$F`!3_;C;J?gf z4pci@hU>j?6+CKrX{X&L)6OFo2=7^@kb?;0(I>|)BT?++j{w@tXw9qwHjJVl7Pbf8 zW``X9w{M3muT+g6Vl|Mr*PCC5_pvb--u@Oq&35i}-u@j!6Hzcc5gUs!Jmq7(cKs(? zTut(r0h>7XP|wH}z<^(cpw6hs*j3}evp!tXYzi;8QeNUM`H6rE2fem}@h{y~UvyMNl zjpfa_n`g+Z>BO5_02JYLozi{El=i#TQ!K%KD0of+R;ab2)4j|Ux;Rk=zkH<#dNAqC zI9HLk@0f@dW6u>9)fz{4sx{N=u7%!T22$4P09;tEJ!OTS=dD6H^RBYQIsw&M4maAu zYG%QM@InAEgZpxCN;~z{0<5n9Hdsd?2ND{xUh)O_zt<8ejK!VWCn@HEVXl1S?8S*8 zxZa{s5J5Divw#t|%Bgia@;@GF(GYWM_d~vbcbPF1Gl*kk??^%UbkK4bWuhmd31)XM z!{!gjxXlYO$40_*a7J)HNFKYmX-9kM5q5D?_-1EyYbC`Rz6IG!WR8QD22!Ln!wx?o z_k)f0@Av6$Kv49u)l7O11r50x-!1 zxjg{nazV8n9V$3f zY+@R--s{83NIPq?DzlFja7dG44Iu|tSxhj>Hh8`_kn5z9~YxrYxXhp*?=g-72rnC%%Ji-D8 z$H`h%;XJ_Hohu&WjEn6Pj=;_FAZUnFdGCSLEo1mS#khdFF=raA74c+VSG7OIld(3L z_&tyLnq@gcUJMuLnB|Xhoz7|ZA0fNVNtj`xtP4CAezJ=7C~GmY`fZsGJHZ4 zV|RRchs>BMzmMP7qz6~=Sbl~m!^y%g`ERPg60>1( zFNf>$yni5jZ2#z7>vchn(#0%DQICLs*o@lWF?I>rV<#7saA`%##ue04)KYeXQY^=h zDxztRjR0`AP7)YbuW-%vGTZ$Z%>is1SxVMI4*VEJe~+cKcFcyk4B>0~!)qJ+Dx3z` ztDh(ON0BWGP}<4#B6@1sW+()-njErs!kg(>^7_2oH2uvM3kZdadOb=`4|)gMCmzn= zIxv5gB*Z0@B$UJ@B&KhuJUS`#$*m^!8|SHDp=(Fe%r0KkHQ}~>rgQt9o`S^FiEhoW z#rL$%-#iuX^36ozBRi@WHrB5tt|ZPLs1AU6&GaVwjkQdpHGf?!9bO98%!rBe*rU3x zxnMk8yh!1?s(G|8(|$`;dO96(*5ibl7>HQlR!pYMdgQdd+TeG3Cw;7DB0R-*?^Z+J zcuUwA(2+-f#-;u1kCm5ijJz*-zKo+_Lb8@w!QT7yB{B=KkcY_o;#f%%mtyX5b2(FQ z4^D-bj!uoKjhjux`EUma6;1D{K#26m@mb6#f0v~csE0QyY|7}8i=@)?Wy|gHitY}7 zwBq7MG~Wd7-C#~7f7X{;xSuWWG|6>Lx4G@Pa zxV3l5Rd<#l6SrLb=;!NWAWL2gJtn(m&~4AgoD@r9^|W2@A-Pw(9KAHuoUJO|Ba#wx zJ2cH@PxLzZl>h99rgg8j!k*1IyCO5Ygy~mSTbXXKNp$O!^@SqGcpI(&C4!Ddebvnr zypqQ)A;Lr+vp$Tr)8s4=N!UXHGP=9F2_SkD>uOOd;Y9eq6Dv_5`r=nhNC*t9><(I*<8O)j_gqc>%xElrWOVKoHi9+rU<9Q|znPEpU=V|Z3UxGURRi!WV}_B1ybiWvj?6cDgNWlc z$UyiSWJp#PnYLv?P61`n+IA8dhLp`s{E8zw0c;JRZ4nwKF{8Z%ZAQ&pCsmk`HVMCh zp?+=sLf%MRCDBImm~Xu|C_nrP&xBY(?Iqd3p0Nw z5JWr|vaFNgSKVPIj|pZ@!z83Me;^20 zwbq88VlM`S(L+mhHV-FcuRh)xYT22k_9PDU<{jR-J*Ce~wt;BEg~N!;zKc>F+9e5? zYtzDGYowgDF{Ul0XJo9u34r)2H+?vR%+~PQ`j56xRJCtn2D@ItmLgi5H`z*%Fr*5S z#T?p;P9Xcg1H6NM`Y z-&9dsJF!ytgk?c7H)@$%{E(AJu_jEisqM*)H>I>y?<-@Zz*dxsd0$+K_UEC2x&Kxp zo`@O4mKihrEAiPNMmwQ`2$!!yA4jdk=T{`c?mm`rJ{wA)_OZl}VLK6oSPS@r@V(8% zek_F1Ht&ga^Kv`J!O6k#=)t|`*Nakr^R>2gK$r*Qem1S|g)g=MJ|)6&T!g(b*xim@ zTEzZ13Pe^dLeyME?$Y5>$U_uH0=dh+m;jH=M3Tcmk)Zt~8V(Wij)I z8HAm-5EOgLa}e|JO^ua?3b+(zaHovTx4z9z#1dv{TLVMCMPws$Iekb=1Z*$Fr4$WjKpf)lz4vr&X8MT{I~ zhH`=O!ifGVY>7<+zB0}Yrh2iQ1(7OP;xAdZw7~iztFc+ngT49XiL3$mBV6F7UZlb%m3#E*RJjm8q@5#(?fmH-FgLDHNAIs z>+BZt;?@rg?eeUj^U*s&Uk=095*cZ8cUhaWP=|J=tMmPnOrkJ+OE!``jiX|i^NrWr zP8>bZ$l*2CB3>jfKp}X1I5`NOF+OgBYr%?!uUdqEP>4IY(%95wWoh|usW-O0mLF)h zvNn>vjVs=ghpj2+ZG5zGL0^D3Svie5lHa-q0y2xk!|7!^qxn~6|NnpOsB$ffVhvCn zjBun*A4&Ybcfrk+J7#&m8$2H1W9{(B{6mQrD1p(f*CBJ3X* z;O@jNZ9-DwFSiFlxlvJ3P=SHGE#e&=9i0=ods$;)kz-+N%I&Oh;Opp?F49{hbP>)9 zWKT&?T=9MPz(*E$RTX0*_ph@<{%9fQ@PsC_1z)5LaLy04XJUgLC;)PgJvVp20?Uwf z0!&@Te;higmxIWv)a>!_U~O?s*{e6-qAA+h(r(V%OYMhTqNxSNh4YWeF-{LO#r(XV z134^)59HDJg2;nfzAJb?=T+5pYWCgKE63;9I$GSLufH}GZg;4hi*dl157PnJv`I`}koordxLS1{yOoy`~b)Oq{E9X?n$2>WA<70|kW>F6CP6f$v@nlZD{mi5uu?YjJMSY`=-xYz{n zZI|r@cuK|8C6yOI-g*yE`VWg1wfzg4?Yn$Rc~S~$>Ljh#O<<=oW6Q?sr`SaZonMpE z!uKny>g%bLCw_U)8#6lpjn*LbP?(oKzD`&Wsrt)@&5kBm>_>B{G%9ql8H@aOuNj#@9%0C_xm{&P+wL#e<-2!G)~2ejGqFhtrE*e!G%T}8 zl}Wa{pLDCdKz(R$9KSNS3E{Or(^%F=*#IoZ$AiAkWHdX$5tm0~aJh$bnso;t=LGAs zHlHa97EP?1h@7%4%jwvG3CezLyq z4*jd#Lynqn6}|1bLc=u4zm^|k$r&$D4O|4pc#IOlRf)JW=0e6vw@VamMV(j!4J@mI z(mocQiqOzQrZhJ7y<+TfmfyqG{U46bG9ap_i^GZ{E#2KI-3`*+AV@B;l!$aoOGtM& z(j5W|l1q1|f^@mW5=*@I|9*q5duQg%+;e{CIWz6z&s&!RHJX?fr}1u3#qQ9wwo!+j zsNfq&kiXQIt0wUcXaLGiPH*BLm)>iy5BB~)_m_HwnZ5rFOZ|p90Y43R2`|{AdYnA-`w@KXNcn7`5-L`5g?1h1YpMR?D4fUOTUe_ILTo~7N+*}s5cl(Sg z{-}lXvgZ;VL&`mlCNEx+`}sq+`{fQql&pnQ@%gZ7{h_yWN2F@VY4RCWCXonfa>h6h$-|*2FeF$}__351@HP=ae&$-mS)WyJrChN|U-W_j$xNaBZ z4n-x-=kI~k01p%v@_+Nru6qpfJ~)0h%zNJ60$r@%@ESh837a-rf245v^uWi+EaeY0 z0`d>T+mgPY>-)%TKrGSJzr~>*t$PojGu^I^dvXagrQ^`z!OK{p^ZnG8ErW{%dPT|p zOVwvot{--{ssH*AJ~r3+wv#n4sB#dbW~PttIszPvLj65L07D#7Wq;=T;7V7y0|h?S zb}-;r)XZyhj0!B6D28y?t*3^7^D9tnIwwvTr;z89=3?ywJJr+uR_|h@Fz@}=7pGg3 zH@qy=tDQ@Ib+gK~P%6JzsfT_*;`B;aDeb!nJiob6?YUAlN=vOe?%vvbCwhLqnrx|~ z^0c{y@auvNkw5&Qexl7H`ssT(%gDsUH0_ZaNgbFGAM~*Ea2fP8^^zsMm}Wi*o#W1} zROgT51VhrIQ{pK~Ie3aFQK`tEo7PNA@!OAyk`!;kWXE{Zfhqu-Fz^7I%UUo|1B> z)5RXj`CyHa5-aXOb63ktjy5aT>-WTdHh3IDKMDr}8Fx4De&$ath~xX3SH(H^_RIjY7HU(Hf?9~H zLL5ZB_|%QB;!>bKcOM2EL~}BPAIv?+B?T_CApIENM4jf2)~8Viv0gV@qV8;8GMhcW z%Udv`JB&OV{UzrUBqH?V&tNw5hrrY8{*7C#vpa!*RHaMVIE>z#!B32?p~kU<)^JMJ zfG!Je-Oa!)83pI_^SAReRYN=UoXluoKNAN0+hMMlwjG|76rgD`2MQkJ-tpSmr%7rD z@bp9-I<$WwWS_K-)fZ<$$tC1Yr!D>6yl83U^V{DUGItD%+i=t3cIPe(K8O0&y-V^8 z0OE)HRe?%Sqmpv{rq4;YWHpY^GUf19ThGVyfUAcsza{0MI9_nLdnl!BrbKIU;6dbu z+0e)%h<;>xWKZXMYIsV90af;lj&RSf-zY15$E51%=3)IKM zV_=YTyx{tbprT0D9NMUQ4O%kz@RH;3?NzpW&+Fjz{?WgG1JBl$nAZc&JCDz&^9j9! zg0A}o169PX(i3?Dw*m=FlI_mU=Wt!xuq{lbxFtJWJ1ecq2C&~+ZQM==gi_3nF?B*Q zfW6kj3nVj^O5s=yoj6=T_g_z=Q@yIKCovy1CI; zRualfR~@EkOEf=~s8v6$!jn3YyEJZCszvO#NOPHG`DXs-AK)_weqEhbsLylYYrw98JXy6Id`|*0IV!@&7Umr%-?RLz=EZ5`guXFP63g^s@ z^q9Z*gP!*9wuyU&Q`rsMzwDx$-}VvTp4dqt%C8QdgZvEhFq3sIcBGzm#INUdAIhJv z@^v)b8PlASUdG18a!W}~VQ_W*%Jter`}N-+iS&voB{cK0-4lYgxT&3tef;bWR8o$sNQRXe)$H3B}6fw{8!A%dt3s_|X zd1u75G;|u`wOh_DAlE7>XDtpe&kJ#ej(HN!oFPF4R9S4zA!W-draCFlmoI4FtNEkf zbL%5C7PGl9OXAdzid4VT?h`P&G1Y>s1I1q|bEHr)I%fUpQwAQx_%vvhOfK*{symP9 z%7759``0kthsp(ZX6tWpiY=c*ibPb$*66-5lRP>Xjvb_Yn8{&^HBm+Sv~boEE=^ae zIFt3Ci&ECMSXC^f^)>?C%ZmIxg2^f1JQ4hAcrlXHQ)A|Hy07!RxrP$Sm$L#V%I|`- zJG_<)d-suC*Q+7ZrB?YC?ez-9ozfQqlWURs?{W&9rb6dYw|&pf@xwS5`Y4;b2#<2T zbRK0@Mi*Z*I)0)~lbH5GHLZlBm0T^Kc5SRNz;5o$8{%|Y?G81s0}CMkNZHn9pj&jt z&EXZh?tipeZE-Vh-E|*%OEiH7X}xi3HaiR`#JYi;he*oJWXKiZ4+J;`J@ZbpWX>J* zh3sLx<}nD`nn}no&P)=B;iN!X(YQ9n{OXUnv8Of6G?~7+PK|JE=6oWPB!*C&sDa#Bca!XFpd;A@H zzfo$I>mH3n<=x&ub1Y<@fW1-GYLsTO6!2}k3ezJ>Ey;@sY7T=3lgwLufP__%&~Fm_ z4Byn+9@TFQKa4*jJ_qGbvt~63@A2!rfr!FEXsk0~aUcz=V|w?HnmqF*L>}|Eow@*& z!mGJsR4_@(=?9fX+@rJaW|@yh{gd|5d*d&wk6(GbhUN_LF#qUOojDMmJ_n>j3PwlY zt)huNhkWxF@@{}lba~CX_na5-oa9*j_zZnn-TNgeIv|A>@!I5c=|!fF0=JGZ<)HZ? z{OI5`20!ElG^Y$asda4j9xyCHp`;u9bha!v%oS!-m@lp{1sLN+eq}(8!ymvnr=S>} zDXm;NMOOJVDQ491Wdrz#*ML{Vv6O!llj#T2Q3A}n$XcDRJyU8KPAdt_n??cEwXLt+ zfy?H#))QJS@%W?lb()w%Q8ZU1Y&jOoBI^C7+P5CejBaFb*uq!y*<$Mn?(LkiGtOD+ zAjB9J;aPzd^(o{#e~;`T&&T%A+8*^9Km2>EKq-R-Ntu-_yP&SE^QHO#W|?W*a<^3O zp$j;q7#Bfe{(vI$L}eAc8Ng;jL4J#)tdQUi3s|F_O+~vbU9dEms>$P@RJ2+2MP<%HLtwmTNCP1 zLMJK?qysP};Tc1MS=XWb$+Jbif^07d6o=7&J(Q%q0*T2fmRl$!aj;)Adpne{&< zfj)~XB6L*?*`@w9YZaGSvRi}0D?CN}sjg9idZLcxZ}>4n_@~pvP6j^zdMRL(0Y&pW z?9?(8`jyE4J&=mx$!6}0z#7``ax6L@72<(9fQbRCrSZBD(s_l zYOPHeF`TqlS&U6WFuVk;q_9s}FpJCD3QMef=MMawb@1D_&>{bYMb$MKSKSkn*|anQ zxK%{H737jjMCiI0aG*bfBhzf`rt&CnUDW5ik89d^RjN+gf)H(Y3+9jdwzjq}ZvQe% zjVMapYX_d~2XgM42ilyP`tY8FQa{j`-_NGs7E9gJD<~+u3B2KY8tf@BsG=?Xn`xK# zhd2mEe0O&KbhddObPyT%&HOgp+``5tJT;Y260tIM(GPgX&n;E|>>L=6zg^tm?~cV1 zPTgoQmu5Q0{>i`x9BsIuB0O93m)@OBCET@Sd%4;Y6GYyRDQ1U?ttLf>fl9)_sDxi ztFnj*T=6w2;@~CiPN}Ni3BA!h7&ziV1(R5V$3Q&&gJP8RvdH@d$>6dd^uN3h#px#{ zUS-=N8i1AFl2l&}#L$BIm4M0SSU7oi3=$Pcw&)F`OEc@`2NoS1^jum5!_FW^rpIew zdJfIUEbqw)5|QsoceBXOOyBx9@$pQ`|=<6Y-gjE0WuQB4e>2ajAl9%K!Eb2BVEr^#U1 zfU4bD>TUTCBed)GCdvcu8bCyJb?$2jouxV1a-4=>(l8YLZ6 zW*3UZ5=^o@Tx4=e5g<~5!X9hN-f5=@jB-Mwm&v6l87!u6kPQYUH321GDOfrITu!V5((2{mle(9nR^f||W0n=rrD z#9NT}>tU4hDMo4ny-Bw-=!YA9ZjT&*1f{SW&{nU0KNP)RVZ@wb$mbM5utpNSMpre+ z0B8;*o@Y8kYPvC2cSSCl4W_h0L)UTFA=MkZp{<0ku#3l( zYWpyQ@qyW9Jb6bps`!-#|7LF?eFRAdi!}%>8F=&q*U`Q{1iFX94O6v_tsY(Pv{+4e zKQ-_>!K7AWnQQEb8iy$XiQ6QvnRq1IQ=F(>{dYDSH;pKPkHRDFyD#-zKQ+2jrfsWS}%YjNhM?}pA{5TTc&Ka6UPpMuR=SBLiy-&sDX0`Xt?X77O z$rlZ_diSAdViNX^s=t3L-IzOUwHx>O#$EtZk>}{+@Skuo?kgm~g+bOCw!Wi{$n|?8 z=zWt7(om$()p8pL!^{+-Z)_*;UZ{kFfU&Q4BSuOrB&Xp05SRhmevJP1YN3zSeWK)O zJ@KyV>sQ#eJfO^^p4uGuFDsz>QX?@WBNhY^M{qrGwbE=5m1O0*T$$8=mnj0+~k!0fd}pwI1&jf#epY?@jWU*kQRci(`VTk5!vrO5KX zskCWz%y$^BIGJkSw*b#@)@MuO%?PA1yUxouYo|g4fig9IuY|zUSBs4es4EUVqZ<3_ z;pX)lKDk=H{Oj`J=2R_b*G5(E#HKXXOrY3e^AIPFDC?%{FIx)*?mc9icseS^Fv2Lk z9#s2|Di~q}UUgVQYoi1~XfP2ewXW68VUej+M|4skQXi>gX0Ot~KUGItw@yFOV+Lfw zmR9)j!A`Ap7RT>ZdW<*GElH+7r|Smg7o56p#+9$H7y+W0?BNW&E!9Zfg|#~_1JZTi zeH_MH@W*Bex7nyz8Ayjw24S!kx9VFih#KxxHLU~+Y!E&a3~KCu|8M$z2i#gq=1WQ> zAa3p|=&fxGvUh4Vg9;A$G8@m1V|o4Se`|7TxDeQ4HZYC;${dP)-=e;>Wm^>>f4HP@ z%s9H3lT_DLA56>-cHg2^rPD+GZhXVGdlvO-Y3hCg%b~eT0BB+o;j7nVYc)%s$4537 z3iPV$W%^BRA=h|paVy~N@eH>JX-}O%>JJ1c#J&MMRp#fOb#nmI^kxNrO4<`}<@+6u z!^cHKEQ&qCLH%3nb7#uX=vwbu0dt+9eJZSN^QR2S8>hA{gWJ-kMgO<7 z?t1492R)D*OI}GR_E5 z*lhe>rYtCET0h zT)GW$zawkZIJlgqzZm}fc^PE;TPY#QL@a0^bENKLS>Jm?7vW{Cs)ZQSp4Ox zV;v09^Ndi_)O_V&dh-Z3FS-QsQ|BEM^&n^*tNC#L!$>~MGsHgYVaVm-O%IH`2bSu2 zY6^;qz&!ETe5%8D4oa?8+YM9)Gmc{n?IMjKvWE{+;2MwXl&5Q_zNs zMCMMerJUk}`wr&XqSUUQ3_)#fp&OGen=Z*w!<$Pv2^*98o}Ei5_3&)z@#qR+4jL*{B%R$pqe_tMiBb+1HUyTWqp)U)(n1H?i*q;V6}Ogr~EJvBh` z(0m5=;MC)=am){~F@7?(B@OO%xLh&gjj8?u1XJJ+_E%)qD35@RK~%~$&5_^2bIaP) z`c2~yM!uxMlMXu{td~iRa89`P!#&8(WHoVwCcKoDAeV2|CuCcs&u>kd*KLdgVwRrl zn5WhqdZG&nQ4-(?!r`|QXXxs?1160NzNtkblAi}XdweV^OAMIw_ z&LAD!I=P$wv`^M@roKBA%rrh+*UFZr3K#&8`dXMPQNG6be!Un2^YGFi@9Ndq?`V_) z_W`Rj+wlZ3p;6KVyb4ytD6iVj%VHp;0?HDK8*rH7o*`;UiH$x25XVdl{$xd2!sN;Ouxp8ddD=;+5Mm!5&@|8V2^uSy>{n*c!?TR@Z z-NT9HRgo^vM#=tdPgaKwR7Txe;q_^7X=84GH|gudp6ctus@Tln6CE#?w+s*^Sl;)& zv4d}GzpLc40xMejEA3WdL*2Yxnu{F{gZ8fKGysNgwDD&X@IK6pFwEncYke`_=;g<$r zHvd9_#Q6jC`Ih>pyZw3em!jjR&K^W(MYiRm==sjh4n(RyC?NO7Yr}TAa3k;f_$|Y8 zE(bc+gmgi0Y@_;>`2?O$5$$vs&8qcEw%pZ@{MKL*7j1`u^k{v#P-@ED3#?$A#HR#K zC-D`z#&Q%noroW?g@nG{*tc8zQH6xl0^~x~r`e6lNr6E@pFjb3ri z%UbN{=}*Xn8$#)XftA2p0V>?rZl}iJmJ4Ad3}Eg%Li-HQqp)N+$EAJakB#uh|4OAv zfmQPrmwM&QrHLvH=OBwvN_U~$<|CAD<|7Lvr}hJ?I{7b^P3igMNuJdPuczn+()NO?T^2`5lbCn5I+;o*LZvzocGoN#T~asH zw}rA=B@|bL754Xhc2v%g_Te@FLl%BxPpXI;Txyu&F+c5hZcKv;|4v`C-y;q7Lpnf7 zcjoQhsw;F9#B;R}ha*ZI;V;8N7yW!4IMn>l7>5#gCCxbfY?1)o;VVSFzPc6L21mlh zJV$9$K<<2I8h!W#^8N+pMwG`)2g<5sW#+HxXjhK(imrm2A?uf>O?0r`*kuA|*|%{5 zI-_WXg%~l?p4bBqa>c#V7=9FU#|@!2MZ(U-7#R5mw)x!rwH7!K9d7G}ZC_{1(3+8bfs(yf!0_ju<`kFsa3`J2NfDXn#pN|U7;`RBKytFN%~7VFi(@20)?z-++x0f&xV*C!YU{XDA)frO0scb)D!qI? zD^{S*K>H+?3)$r(d=a0|?cMKaXKfLK#zH z&8X>$x7;VlVkv2rpIrnZG_`bU+Es#KaNPwEZhIBP6!q05M9s=GsidRs+z)qep~!6| z4aMB>T2n*kD_>E}AnY)?ew} zy&Q@;l9aH{FL9bELKD+ZrFI+iJ_x^2L@^d06R>-n!Z0Q3x%!^_FrkMX|$Hrm3QT*(f%zSyx-Sk_C63 z+>_W4gS?xlhFsz&?H?m#$^|H7;f}!EeD8=%^lVvm5}I6 z^G0SFA27|nS^1Wo%PFz(KQHJdT=zIs+qo)01}4D%OBU^)nX~He1tV^* zd|u;n#S)*}G&=RcejZfxB;x#5I|{_2KQjN`va&;TVwmpih;2+9X_ z{yJrS_mW8kTh3L3>S`>Rmho6PP9PXG$zmm4B0vc1lZjKl|Ja*R0M_8$TTkBh(Gj%n zc(7RSY1AZqORTY-K_4q}Xq<$`teH*)yz%wojqFHHskQp`9`m755}<)48ss63O{?gg z(qoEw*-VbncXz}`iF0U|SWzF^reXqdC++50% zl&*)1v4@ALXYs9zcUwq*k2}uWykaI1e{7firuC3=X3hiDYN|OIG5IZZ-cc~Kej_$6y0$dFXoT5h#=U%r{93Rz&o77@$%}d7ekc7%#2qNvz zbjG$g*u8bs+(dhmTO{CN@ul-dJjy1HHmr;w?QM8mAtCDrw@leqT0Cf0G<8ny3GFI_ zfE!VecK&o&oU=^~dE|li;=6YNmdz-(G-1EyRib6d03B5@A~i767)_nz0KFQA)b1c# zW}(L^0F^dOXIYA2^oI?565|U9S6^AJWZcI_TeoCk2AB*XbI}c0yV;gE+4DulkW%x( zMAXYH+ueJ4|30-xszQr6E&lQmJP1mCtYz4AeeBFQFKtqhNEN|g#KC-GZ6=9I4}*cf zyeWhh^tUygfs9%#HpU(~f4E!+?fN^w4iG0OW+vM`Yv zI7uyk#fBd^7k1x5-gTkC;;mg;!xehO-T+LF=hHQMnpqt0wyj?TNMmp4g2l{u*%w)u zMF$JXG(&igrA+pLdRsWMFqRMx7y89xy!nb(_8XWg*&fN1Z-(E)3C~#kQ%hHdJ&=@C z;m~DQEbn%|E-Nd=2K~)RS+EMy1ECffXu!$w!WgS$L?2A(bj zVtqA#zBb=Km?_p{BkcZ9$opE0h<`eWzW@>##gONxt8%Fc`grlal_on8KR8Fc=^Zg8Z@R&Vk1={1mz(xfF?!E$i&s%6g zvu<-!hf!G;2ZXn_DUVGNRT3WnO)oiiW^M2kUHTV7l#Q;N#3tgZG1y1`sA52 zOgqN)9jHG5G+>+YYLBhn>*MMcGcAilj)fkz5enT_L!sru-P)!ZU&hX8aJ67w*{Msx zY=k|+v3dQ!kzuQUJ$B9fIn>mKQtXLH-6bk~gNr4>{nKe+p7uVcUN*gRP-t0apU&eL zdJjL5V^9barcF-OPa&{hHXzXIS@Z%z16!JCTBpo+-y5bXECFcsVtychGZ9+01hT3oEmAUsLBxQ-H7}A{OiJV$+oAdE%MNQCX27cr3wGTS(d}+xBYW}E zE618UBrLC&LO)m^W{sT1$(ij(sM^N9GiOwF=X+{!nA?l@dm_~5DK3HXp{IqH>gAzE zZ^pitgFR4M-ruYN2Y#$>GC9lBkp=e}@33ZVR%X>1bIn|Pg0JkA%Rmy!Yg_uQO9sd2 zra{>eIyjpaEq4Sm%lcN%t>$IN=k;^SJ#lmW(a@G?VnFW!zGihg&B2koFr*7>8FcFL z6f<-Ued8E?%g$|79q>}UDOEJ4bHh=ax6;-#2OrF_kYBLP$p*U9*mv#-{JyYvDPm+^ zc0>sb9&`)Hg$|BLG|m9_w-ZUJ*8zU#0@&1u!=*@zc?Zx3+cQ018o^O$YMAY{W4Rrz}a%V^bHbSeg@A7`j- zo+LGw9)*G~g;1Ul8%39a?WAz3*1+7@zfb;GTeN1=->z%kUO(Q)5a_pzvF_F~cg9RHExN_F)M8RU2|JI z8jQsSo_04};abj52?krGq>m_}0;1aFr~Qr#M=&V=z@@{S?hL=>hg|;NdY(b}FKiS3 zjnvJ{dqmg^eq8%#K>9ei7l0GY2>%!VCLm+%XV ztX;-5iV+RmQ8nu1qrLT$5QLl=ppOTnEhOG3trr9t7Nt3)4$=$$a8lvuYy#L?TehFkiC?^&{{mcaySx8omzh{t z3kz<@G=YEVPWboDJtc#+wnu?3ia6YZSL<#0Tlib+8FfkFrpA8uvi+*PtLBqfWb=r| zTc9XOJ!5_&+UhpWD<=M7x;=2|an^J4e{KszJA+w`^L?)m>66CDwMT zINU--%@QU9lzXDAeCSbBe}`j<2DrsHd#J6M^kZa=dSJptnN;{wJ^Dlo79o>A+(c6q z>Er3TFSdUcj;-JsTsON}~jR*kAi zXU!-MD~#tVw%5Esyr9E%BK=KLOc09;@Upx`7cc(3G*>Bk4W%e|m|~6ZS4CojQ`q?B zX@!u#@#Y;!rme+v?SH|FOo%{@<59u!y@g%k^(5Iv%=YsrR;(%}=wROF-Ex%{I85j^ z?C}z_;^gjC8a3%vqgI)t(Ae{_7Ftd0Q$=EzD)y3$KspFb`EnRjUKUdL$0rGk$R6ml z+5$=JlE2cK*0KNx1FTaFvTcv22?wFb|A9O@{Lo+t?Tg0%=whT>4@LMalt;m@=xD`* zLo3?jCtQl_u2b4KrACAeu3a+k8z6adj3`VI-eV{;lN|+fFmz}ri)coK@y@naEi1l| zfIt!mVjI>)6?PSV>{+bbb2B=k2TM-d!PBdNJ3jGYOe;0~Qpd0Ky38!Pz9ete@I5O} z3myOhVXi`iQ z6^^SWqT%Yxx>;}V7hof3WKc=l3$+{7-x>HM#!=kkac(*h84ZFqMNJt7Q0;w8Pk$u# z-xm3CPn-o7u|wzIUQNYr#(!H2)bJTq!_yM9+i4vJbD<%FIQn!rzdW)`ez-&twvA6l zCiLrup09NM)^6PUF|eM#Yq*jJomXM#(6omMrAU?;04zISfaa!$$k`1WV1FEh2$sr2 zJD_)V!ql9Xv{d@0%PnGcCi;2HSwGC-_k$Z@c!M;BvuZ-Zi#CIBiVrT)+~DncQkW9_gLjfxBy1kddGn z1qJPk*rKTnli_ULcmy@96d+mLF^@`Emw4>H@nOTqp{|0;;se-^`}^twYjxe`GD7D% z?bf)>H)*l_53z-t6kon3+k8t23E}Z1H=<>96ch^nZ+e z*pUe#4zFqVxYi$%xI~E+E|OvZ_sihintJ*u8WpZoHkuAFGb>|78Mb6Zph3S34%1fCITh~XJNN{3^jD0h-g1BN8%9kk1z_*K%ISF%||Ct>k5(2V5 zE|U4>e#Z+)OsE7#^pm8R6Sm7DnJZ>5UpDPV0zgv63LKB5RnroT3=l%R5Og%a!yW#( z8&HCV$7}@Bm^TAWZbXZY8kO7!k9VWXWkq)MgSEp6x%C4R04?a2wCLt#Qj!P3+7I53 z!pSRUv@hpU0m*B#{Noi+Ori!E_~xcr7HFLG*`mmwI)Q3m7Er3lRO`46)QC+r9-@q|4e#fS=Uihn0d_a!J^s8h;641hQH{l_>jt83L=v!p%K4O6D zQemCt%&ZX~HG-M(%R8}|TrLlx>XxE>5x&zNioRj-c%^E4rR~$@E|Q%53W;e9n{Ru) z^lEHYv8V)nv^6qn8#w~Ke45W&2B}q2VI<44^`Ra~nO8S3Onbk2w(gsv=ATICypOlY zL=O4qxfGbCW3s20;y?dksAQ)9S3WN<*2Q#3)qFa+HoCj(n~(3Id`AXlv z>BS)D?@-M&Dwz39%(CJJsgkKMvINLw)iG0D3pBu;2e2P=+jtWxr&)L_P*vUOmizPf z?}Z+j9%FCI|hk3G8T({us3^`$Y5DcKn>Ko^yo zW4UC~T&0u~$Re#Caj(;sp=)r9|EmN^8dmWq;#MprsVu(IN_^ zQbeXP=21K8(Oc)4|Rn?!GAs*>d!+sNz zcB1U)1ycsh_gQ&ab)Ks(1E_30X$ia~XKe18iSz5^+KpJ@KY6&W%-^XurL{#+dultc zx9-4o9INgBQy$UTr}8Mhfmts+!2~ad8A&N z%dBk`>^S4Fwb$*q$h)!cJ{T5nLX>++^e4x}o&*c^rV{CUTEQJ-Dm`5VL?dQ@KZc&& z3#=DJFgGnZY;b4ME4r}*XVb=D-a%6X!)FJvJdG-)WX4RyxQP?wc(E~Brri8*O;Wn4 zR}HsheY{Jr*=_#+_&xrcaOR14XFxtxC_1`@)w*(OW>anTomupBOJ1dZ#q zs|4#ypuWecAFEsT*a3ozS&sqj8_`AG-){x|p8M*atA?pD4(cR8KUwP@5(B`IUHN6} z7fWVtBbROxX0+iUV`s@J|Lfxv3>Nhar&e>jrqbG-Pd9A;VHFHE*vHXd`dT-9vW>lD zD$0SH%61@a!MdP_fFX-T$1~tAvg0^P+nB;oO9478Ik%S0^)*oQ(aWO% zprda)H@s3tFpA(E0QEk(n*pp=f@^h&gxN)+-4y1^lb`&)=1wjc{S(aw8IWs&Na0~-O0Viw~b4g}= zgQcCb=G4>cYcjzDtT)T2A3L$SeM5Ke=Tv$C!{9ay&>Jz#;x=;Z9`?N?v@rojs(f#g zVwzuF22={eB(Guran!!yBer-kZuZxq&jNCXL@wgrGUt=+D-;O=z9*?!?5BIUWP41Q zwPCZXhzB4l`&eXW=xk=-_BQa|msnuM@(>jfRS^5HgB_c{BsEtHYa{n0nvjHz>)x0%5h?!rzPaedTSRUfFX*Z^914m3L_M-P#7Rv$!8Bn z#|z=!K*$*1<0?E99u;^zI3JzSwVa8mRDXvPcGXwps3IEQLpn32cqZ7DNLfHWEXC?A z0;MED1g~Cq!@NAb|Yl~H(7*u3b{ z^2i5sXU|$KXG+~kOWDJwjlkT6G6yrNMxCJOB%Z{69x}1qwhz?-JWa6-77g&h{)zgV zuK@zDuX+qlKl7bPIE*~r)^iCTos`nt^byH|!wQ2ee#s$Sl9^4*4zQLXJo@G8Vx`~5 z>-3Esc)j%dVfn)rDaOYsP z`KU297(J{xAe)QQ!2jJSe_RYWR@b%k>gM6-SV)560HXK~$~8TGU;kH<0~cgZH*|D- z(-?_UQ45xRAG77L+BWj!m2wsJIschVd28uL=ciq3z%0=Wi_&TfHO98zs!{ix)~i+K+tLoZ+8wk6=unWa?z)Wo@~-PUHcd5F7u#Ul!1cUUUf zvcBPBEf%g>{Sg)xIdAiAOFNLVW&Jx5?Q65;Q7E4A`Mf2Zg6X11N~63-@tSpFpvaoo zXV)5ASZwloinUQwUB-NTJhq39=<%)ApBF%J?*0-`V(WuO=fIx%du_Bdsjmy?@1?wMZla#PJi3XT3hpr@y;RPjIr($K1so%! z5oC5%4)(8F(;IN5o8nR@xnjOiA*W7cvf6&`&Gf-5znR~hMHq$W@Q7W+@Dake*xm(p?O4j9bcleUOw3jW z{0VaTlaDHaO{}5Q5-%q^!ul+U3$0srQ%mQRNAktw{PwDdKBFlWC6mqcS3F_peW=Hk z+B7$**O}G22!7PjIXnJiu0@{+)cVk$U|F}G4oQ%NE6;NLrx;$}*1qADSBUFAh3=r6 ziq)H5YuG1SRqW57F|6vwo$g*%0)EnKi4;kF1Zvanm|O}kIO>_N6a}c}V)*+zLRW`# z05l*n;eN<#pCyL2sCW2elr3#&fvlD?$(I`A!8%)=v_d8&bHH=7KA7QF+lKZcAi3~% z3J4NOqFUVHn&HVer;${;r7;b*>aFIn&f`F zcX`KE2E5i~w_DP_S4%wub@)rk#=?@(G0m4$o1HYH#&;nS<$ z$qZCx&E(jETHi_PVWbNLYd;a@9luW`{uSMolgU!>@|XYEP0i30i)@~1GZe@QzOv7 z7YZ4fwHb=`x*6!ezWBkA!fnu%oq6$U6rROtZaW|%&k~yV?`CsZ6Hii(f=@sCmTjy| z<%VxB=kT4yoEjbwyb>c)sm9)003DCJPe4}2YpapM$-Vc(V*}XJg`_b)v=4BV0YZp7 zwcN&_gM{&gwh@a2U~^1v^#CaJ!{`!hlnE31GgEO<`U+Isvu*?vw{d){URX%B4TM&M zNc$-JNgCxH2#AojFAAX>c&V+hw51G{RyRe;>0}k07AhD^{ zB&`zR=10Z~d-0fce2rZwoAqwCqAUkw9o~IH4@{suNXr2O$(1gc6upB@S#=&eGPe_z z5Xju8CW)jM`>~O*=UEQ?j7d1TtE-R?IVzs~aGy+kmHrYiARvUNWF8R(2L=c*B=9(|^$2fLj*S$LeQ$ z`e%Kh5%VWOBd^%Vvh&{S%pSu`!E zXbIasF({MUv&?XW16jfxcpF^2-&C91ppd(A&HTevn9BY(twa(r!xU--v%!{e4L%ym z>4VCZ=+}30wAwOomKgpf9Gx1yLSjmLwRjuHrSRcvp^fTAouy^EV@xgvhRVda{HtKV zJ8mkQEa|5}qu{Ai$xDtrz+kK6Th)Bl*o@b7y<5i{!hq@4@0+v-G$3+&+64}kJwomD z;b2m0;;g|%^Qdf7(%$EJW-N7t3dk`~*{Q)3lP4*nQB~<_w{b{H;M-H9F}46diY=Y{ zISms@yvhAcMJLCyI?q5s)CbVT|BNfC4%EE>G{A}}Mp&Rd@yJS^*0m^35+6#7sI8ky z;NxIg#>gLaBIu7SQRURBFyJvW-EHunN*g!$@WD|VPg1?knrkFDSo;VTCFEJ4NT|t{ zB~B1prxq-azC#xySS9>B&z>lFl8I!=eCvq}ECO%0DyxYD20Uk9+6O7^X@K11!cgk4 z%pZ-PF`4X-1oTGEoh%ua7keq9(%(o1xODUZbJ06p{#@oS?BaQ|DB}{AEF!A)a(o3p67smsb%fhhUf~3#K<;;0*F2lOI40(wJj;xUD!zfRKRT3q!x%#+}X zVNsY%wxZ5P9=#c!PJu(O;nA0$4}5euuYw0RG-@tgWWUri!CL*1Rc2}l)6?mJH94xx zpEmJ(5aq5Q`UwV}c11z+Hw+DmIZ{n}okx4|j9|c6zU{4}S+tNRvtX-@N&(szJehJcP;U9%lCQ;%ykPGvK5sz*CN;VuDI z3YpsERdbTQ{aEU+Pkb-YI|YLV-ft-!oV1aZU!prrn$~}*w5Q>0(fRk@jY2!Gxpv8i zV!;`FKqEky{KGFY*62dCwTBTmEZLZ70HR{Po5ViUa>1q96>Fioe%Vhqyixlfm!-Y2 zcZO;CZ$62=+GQV!W4&Xgv(Wcfyd`bEkyYIU_ODrL0KTx;F12L5W||6G_nKP@^z)kc zF2GDVhn6V+-8wpXhdbR;9F})wS*UH2zK`7A(8&h+{g4{u$VB}rZ4kJeELs3;0)Ph~7|d=woRyzat{+++Z7m>lq0&mGUp}^L;M`Sl zVGnQ^M!9ZoRfaeXxt=h&Ob#a4jNNa8)gQjLOqZD9yuD7$wR~^%e)TqS?LYsjxMd5l zAW#p^E42iulor!ZfD|pQ>bP=^!yOb0Vch_pnA<>JUOiJC%=Bx3*=G2vrI$0QaoV>s7VrWH#R)_d7}zSqq zG*2aP*J~~*_QjMR|I>@xAP8mtshVS8eX2s$KPKn*hBEkdGp*l%Oi!tsfyQI_z;LX; z=oVO_I_p8U4s_Q%#vfU_s=yb+KB*Z|sF?8}#1;sdSCwZJzyisXD@S*!clY_bzO=LH zJE@_nE8p|COHq1O9;~wPI5P?d{Urs$1GHBFb>f_RyS#GNyg3$sG~^xJC^KSmY6cgn zKXyg{YhmV^SgU-)$K`b^;q;|mvOQu+KrH>Y%rk~sOBne!kkMG*qWKd;lsxjxi%Z;m>J!yBJH2TD!ji6joB^3?64qtH4-86OJi^&AivgN~-( zrT&MHebId?y;8PrR7f$K4BGiNZU1qjUuM$f9y<>#;Sof`0Rg>*Y1hfc?61B#bJe_u z+DIvzajFqIoBWg_<>4V?FSwyo zu=w^AL4~Vr;6wjZ#hF6Mb1~BIzk4LWH+AAXv)zK0Z3&^kT8N)b56kGkIr6xAQEht+ z6yRtL7te|f_&C#2&i>Vp*XTf&nqBJ`u(EP|p+L6&UiD)r(`#$Q3NZTi>Ae|_ex@J~ zG%!#RWSf+_V6&-))_COx+`Ct_^Y34H(R9WjeTnIoDUPki?s8TDJ$*shiQTlWSWMfl z#ts#rlTjiH&HAC-!;`5LZ&uc=PEh@Npso53FC5jz^d$GDItqNHTF+MBrJ{26!8_$t zNO)F5p2jG=w5JFx=I0-(>#J_+UPnOx%K;2sLx&FhG=tN|jo8-LF2)6rHJ*-7?EmQ# zNEU3cPrq}%a#4;jsip2Pj8vI?M{IlNOP)C2jkFY=h;?+&-f6@SzMTYxmq~sc^CZfH zJqvP6)(=?B-)Dy;vdBx4ooKGY>JHQTbmw;DwXGoYEy4oLiho#=Ku}dBVhA|PxdV)^ zWHp#Xfc&N+(-Xv$(yglDLdL?pgw6Mh@K#;p>ML)PkTY{)19F{GXL}2xpwu1H*7s0g zK)=Eujp$85Yo!p(MSjF2c4u1AIIQNar6v@xS%6O2{*|1&&sIMZkXa#+`l|${+E*(a znb?>{?DXl*=`*ZjOkl=QS1bu|Kz9deqMz~hK#~Nd34HAH2Z4ET$GY~h*CD|K`v3ip zFt4i%r-YoJAn_v%7In$6W^0*$$h?*26EDrkJau>el!M*+B~iqV{&*oxp@k~Axx*H& z{+DiPkFLb=%5u`z>Yo}3%)lo-0gpm(VUb`=?SVMgK~ z?7Lb%u?`R8yHP08K9!Bu66A1;WGm@?l?7q6OIAxK{&DeR5D2c1fb7rIVR9HIf<#M| zPHKNEZK_eMkXqimC}~QkP%>(+TBcSHA^)S%CPu4)Azt&xP))G{L7dH$Jo*4re;4E_ z?Y5j^PQDq!*b#2^-uuM&_iQp1sd@shu~GCH~3mc|%OrIBarYBNJ(cFbsim>$HO zXYku3RSd1SjGbfTLxkeHjBdT6s@T*tI0v3{4>)q+d5+c^*F`j3CCKxb^#i$n(>)4` zKJd=&U&L)$u7#@kKKw1K5@h@B9RXpb0=gjiGkgR|Y!z8qb}@)X&_LR^L%S96 z#rqk@iN*+0!fexFm8O_$FHB_4_+w#Z`m%2BT8iGk{FM|)6qP%JOZDQyp4~&D?jx$| z%2u@Te}9BN)f_o83Ectr*dJ1sixZo|cVaCqDF`0aT}F*rS($6a`}7{PF~qU7AR8pG zVIg$P2*HIJ@zZ{rLIGSz52Z=Jo^eQJ*fyTYw$U6)&Bc3F3W=EtuT@1E=AZ(`60cV0rtXm#e|W=zB<#EVx6`l-LAGKy zQBbbri92E%<1y0+6J&4{4m~SziE<%-b?3v`x1i{2&rAAyW?ikW^sw)txIes*%Fu_t z3YIo(55A}Is?)bRrP=Rxr8EoVkoK-2kJm&R&|~`UHvLq?vY%OE)?Z{!lPlj+8TK?{OQ@3 z`arwfr*gm#q9GhvIw@3p$x;xKNKWAsxN{+l9HZMEGu2~@86ORgM1qam?y%rkr#wxo z6zz-imur|DW-367Jlk9w)$1}2=hgG4(z#DttgLFkj|T zn--lvkt_c$K0oD#HmXP250!&$Y&&FD3J=yEEaVB*^63STtdQh8j2AZrBl}5OL2#gY z-XzH>OD(QAO&ZaS{dF~d;9YZ@_){^xC`yF;GL!UbSHcAKW8W2?i*D0;=6m6!7@Lm@ zeld{6=QIfjz8SuI&ZXtjYqNowqG4Y6PS2|RcG|k?Ty%#e7FQvVssWdz>9mip3{U|h zM}jn>^~u$+s&ghY)D&c(cw0C zp1X!>d6zWX$oG=fshPf%0(K$h0}^1E2~Hn=mi`hGpDBY|V8@2;Dm#ciX#d>OYS>QV zvQ7}hu9`NT+wAyaK2N8*^(h)j)rfX{LzQnwwPkae$u;ufC-?z)5Owx6NB^`45rncJ z;{#w)I=qZq2YDM=hz?8Yj_Emdd_L4}uGv_CaEE-bi62R2d_&}|SWc}+1*5Abw?S^O z%?6L__GfP5BK)*U;Xbc3OfvL)C=Wx#t{~S%bOhJC!rN%fB}8(h8&+iareKWroS%E) zZ2(Y`SlN8FWTj&9yOKB{wLqK#^*@C8TthNO>G5`X2%|n(Zd1nk3Q3JRjeU&@k$5D) zZ_t*LAeh)&@N{PTKhUalRsOkPVU_j#arFk>Zt_NjLcf-{s&&K*m0#Ew{e36gRDUS2 zvl?ls4QkxspJ{O)_J?}`6`?ur^8c*ITY>bgg@VzardUgiV54vJlM7?OwYKmbnHC54 z+ZL^GUZa4xrQu%1m{LPVCX(JLqWUf8KD|>|(|JuoB4l18Vn;ygiUPem{|p>P$U1*1 zn6nB^v7sj3-AK$o2PgSCb-GOU_2`bo5Ejfi)kPyXOuJGtu4D*uSeu*okHQ9$AMm(V zz&@m~AK%?cxJHGiCF+E8&;elNJ%OCQA&=b42?a`SgRY#~P47B(U4^f+p-d~km6HM3 zF_uJS)!~J0j1O2{%$lJwuoGvHxj}6Uw~+;81}2{&imG z>!TmCM}apJIiCN2y;hB@Y(-JOp8sXZ=z50!V+dO_)XlX<2!O!diGsBs_Wra{dDz@$ zmYg*3ce)p9uf?c!6@GU6JGM@gD3P@HuelQoX`kit?Z+A=CjT}GseL{ElC2OGc(xL? z(P|B;N#f{$U3=yqvzHv&HofwxfJ|=uT36eV8&0Qw7^{#&eKdWv&r?Y7b|$tesWfKv z^B=drj$|jpj;7vTW(4tEY6?}PjrWd*>yHBz9BI&=-&Wnj(+?N+kU<~JX;ECUbhhvl zE{Dy4{?bl}N+G6g>4kF~Plt|BfCuRleg_%-h*!Vy%~|J2@;#442LOmEXNqHoCT`V4XoA^UuAIPkHk`C}e&lF2ck_|;KuG7c_e+$5o7|CR!7%w95E zl5^MJAKbRfE3N&Pn5A2msDs--AJZLu5RppUvqBeyED%K7_ZIj>a)C zF|>H6tErpxw+>&oR3T{+0*c2mxH^-Zci|ifd$JuW8@vrd1wk`+{)ttF0-cjORg3Bu zt1gG{FAzMP@Krvn1fiX#RJmRqF^&!JI#o>ci^sy~tSiy$Pba-`}U4KZi;>d_1(V10-v- z;E!Ou44$57MP;+`wU?J`3~$qu)9E36Vw46&Fg4IwVu&4Kzs*s*gmk4;9?VDxUk_*g zmMI?TS>JD;<&rKQFs$;SATSaUYw&Cj0UA%Y`Ts=K2B&d4`|^7RppE!0Fwa0AoiVkm zehT4@i(c5T$FmYD8GqDI1w_IJTrCpoE%MHIlF7e3Gx0F6?;O|MG63?!mTf3HB8hHO zDYbE)$Z58#q_0imjy5@qRTIcG5WpE|n6vTcnAN%Qm!T8`!sHS?@{)tO78J+8Jj35* zu8CeV?-yhVHv!I$?Bj#Gq(~^%r^}s@8~rij#gn&MPSds|K*O<6xuJaZ?O|;k3yz)0 zKwE(oGWl8>X}nnW;U#^%eUEAB8PCdbdC3c8px_A1-Fvh}jMem21E64kL3fw!;3VO_ zM6OxQv=_}f=19}=IA}fd+MTe$O(HKDZSP)#uJ?-nXAqOa@nl9Nw|?3$Nd2~?;e*`? zlDlVmTe%$uP*yO~GCnD;dKLRdr+_+Li9WZwRyz=13v$K7Rd=xHwy>xZCh^I%@)8LJ zrcAmEj@vaOO$M|lLyB91Z4XWO<@;bJp(xo2lZ3-nxd%fkJ|$? zQ>Y#lkttSROe5QTA*v_wj=;pU@!5zTWY#Y2clA~-gOseb<$GZ*IL7c5I($TRmt_Rq z%=QEP7KD{(-vR?uh8e@K65f%x`FBp&#yp#0yho2??(-P_qV8({5h~ZSbNhP(m2x^%JRU@ zpS?M|XQIJ?hT8*FIAH&F$n*SgJf6w3Huq;Mk*qwsR}XKV%w3P($GJu`kmX9GJqA!g zAo<2IP$dXnzwQSG`!!(a71^-r4pKLg^dZs3zogWL^i-T}#a}b8(XAYpuxb109Iof? zSM9!2=5a1-2SOc|XM9StY$d?8fSZTbF;Hs=1IszQsC_{4I5J%T=?icJg~RS#ez5*=9z@6PjEf9#(oP&kEl%2k^D;j9&r*uxb&q7IfNxfO|~U7T5q zK+b!8@!$A^tz?7Nn$lab9~#yb0e9Irf^S19AKxiO@cVb`H%2Yzzf)q1R3n#%P9iY8l>tJP_&L zye0^C+%8mo&gNA8SBuO$fF_?K!F&65CGY$0o}dUqo)9fRFwqzxO+hmORUpY>h)Z{* z`m#P^TuAqC5M%jF&pG{oSelXKysLzE>nwhuYVxpPN&WtS^`N@JSd{{v^b97yzaaYU z?$fC}tz|w-{F<@k^B#47JH}R1f@psCm8-x@RsW)}0X0IU+2dr^w~6mJ2~Is-xMz1dxI-6lc`!b^uH_d?WnwUYaCNV5?_J`&tJC=w*tS3Hhi ztNFS%Egz@5?W;R`eEf`7aNfxG zq`j(Jf!NK6oNayTn4~)Ge+1eI`bY0UP^-iFwWWnBamtHkqT*}wA|IGaohPmJzvQ*T z7^A@dEW*N8_#0ykdzueoL1>f0HX?u(*+qDX;FDS;WAhlsotInSKcvl&9nke;kG-0B z%5^Jk0aD;C^W0q37-GG#C~6F)`PHrZ-$@S7rqmgixaR| z6a~=^!U>=9e@+G31Ezq}fr@cY34iiCw#L$jjUK2hx@Vyil+LRltupjbsudEL>lW_ z(9_wz{>$olg047s<~zR1|glnT>4Eydq-v* zHX(iH1i}e&GitC55T(nmibj+QxMoDBy5>5g-YoO1ZITFiTGF~$Q2f2F$CP%jNOL8; z(2x;E1N8P-uq*%I1s6UO8G&|%Ae zGtBNRIG|F26#n_)N}Fywq?|(E`-M(pA?00UE-9-2RidkXl1`tAH;>jRK4n z5$@6kh^Zb0u(D{I6<=+k1jt18lyX#he^7vZrOMr z((V3n2w{`}BPrV|0Y}DvY(0b^@zQcuP)go|fTjQjXq=gYa zpU>P|YkO=#)nwK5?5p;^@j%whPs<<*&l3>k3u#f?OiKhC39^Yu!luM=eWC=d^Z%6p z07$vOE0?!A=0p=*8XbC5SDd;nnKXCU+RM&)Q8l;TZa=Qi)cS=b=R~V!^_2vy^4+TQ zL1e}*Ceh(@G7qbq=Y@z8SHAhCVURD&3ycLi=gED=c2w3CUhIi?lFX!ar@0nmOe;$G zzyrah+wq@H!iO^ds07}EpB4)8jqjpr$-7w6>*IAxp$X{~v`I9eLoXX?olL$(qLnl% zh^Zl5GqrYCPYBi)ykTyCq)iKXZtY5f^i@X7L5qFO6J7-)LeQZDtbh#jw-#3rwW*J7 zVvtlx$}+FPtGoX;3NAEdtIlN&ZH&M#w;1Qt)kc^Y2>_pw?2(pYMfkM$K%^&R_m2=C z*vNwM^q{VHepz$`Hu6EABpo=-N!V6{@^JCk_oR|46&NC}M(%{T@J$iIs63`jjT94~kOV=16d^6; zw%TU?vZe=Y!v zLk1@kbM*vz=<#dwr?(Z^RE|RSlEoDrw5%j-Sr!d(v2c5a-Vg$G*2f+i%v(Rin@6SC zVT>t`4mQpVj_`DUqFjfuTw5|CI75WRXe-3{U0IFQ6mO(iNKK&lqnQL4CI}w^A`n1Z z=wQvEEh#CBUcA-cWoO18&H%DdtqIjI0g7eX;pJH*&i27E3gko4`-;|Uix0lr0I~4` zns_6QFifNR5*B>9;9$VNaP4GiWV>)io3VmOk;G^efB`JERF~ClV`*@Pl4xGc;eyZ4 zcOXXVTi-KZz#1^ugNA|#1}C2u4D+v-zUAyHL2o^<`LQeT3+K`r*02l8F=wx zR;{a=fyiB#(J6s;r?%uuTXI((Ylq%A|EQ19iYV765Sv@PyPzf}C2W zbS<05-I*_knv|{tfasK|9@0Ydb(&zAInm*;#4kq@v>;YrvvwyrU_W1cC?m$3C$ie& z1ohYd^MA&PemI6>M%oVnc@N02e(v;4g(t_RsYT6{_L1;R(2{-tNJ&1SakVd`;hw^2 zE@$j<(2qtSxHuNfW*i{%8m==$MuSUGGuxzog_z1xmgemo)*;U-ukIT?u3GV$WuK7J z={1qsW1inVFIK+Tv(D!*+%4x1Xx?ZW0fMm zOwFoasE?fE*(jq5igd>3IDs#GMNo^np11^6knER4iTBnimIZT!!kAOY>_o zAQfON=0L;_1V$im+R=4Cq;#vSe7CB9OoxRv-Uv_W>^U^3)<}VVwH`E793Tv!;d7VH7f4k9l2OaLvFY`*%%^s!>LSFwb#@n;V}5lMdAq3(8Tk5D;dCX5I82Do&E z<$6cvRqa|dxMJY9GXN#f+#)R+Ax_Gl0tiD}JE8q6s}k9#-^nw%~fv56TE~KM>#Z;WoYs zgNDClJYFx%)ppz<$$jn$3T>|V`f+Z@m1mV6ZnARReAdgZBIBz-mwBuQ`sJnGd6)Rb zJ>9Z1Z$Jv`qJz;lEVALnhIOCx#DebMac2aXK8e4*>kLs!>XYjuo{td;OLjx<>hLF%aN>1? z=ckaeq1C+m(xXR^-KM#qS<5pOwlP%kfvuz+GHWy^&1%u?8##8R1E(%}()9XN-BpL6 zFYe0;Qs$R(MG55~({k4@(N}Nif()_$iuM>fcYpKRb-+#;*WD#+Uqh+u&Qu1kR3NO3fm3V~eaWW#o9cM5Apz>^FXawR-^DM9e9G@%V0ps%Hxy=8CW94bjLhrr zL-S4KfyV)4nkpD_QjCDL(Q0Ql1e`>w@#((Kx{fL1)Mfy`pwx)Ir;fPjG0GqMx>49-Ea z6-bmaXuS>NTR!KcebGFKxwG9FWK6kk2?_84IX* zHi1#v+RW5CBd9<5PA@6*6*YJO&)pvuBZU0qxi0GRL#|0(>Y&7!9+|r*^LUwD=(utN zXY{Roa5ANuTgC|&;9Q1c%z(#*-@v&uRPie*h^!Xk)f>|T2MAa@kr;*OZ4%%UnjXA) zH~%hmalfm8Tq=We(bgmy=FMl~=($d|_)BdU<93YCu2cw;}3#dzy zmA+b}#hL4N>>PBf%}W8D*8$UimyeBO#a2sh%J$jo;aL#zu}+DC_L8?9=x!cDdZq5` z8dsU2?ee`8qk}Eq1A{gdW?Q#ZRJR&zb6b$FJB{U$9N_*Js6+W&_OK-N zJ-J}xn|ZJ&sF)U2%W#z|Hq4745E%a;pqh4oCM87$Oc48%ldb8on94_%qe}s z<-C%!9*gpmw^IJp`Ic*G+9(|8|#@L5jo`%C;qfe zF4CikX3VJHRQ{R7iA{rOEcwN#647kb09D`1LD#vpv{;vLCCN`94uXbd6iZ z6Qyc(^|x^3nhSj0)grDf#>eh-e~V+cdV^jVT#vKi=ui<&_q=N6LVeA^3`+Epf!J*F6{n}9-UR1nUXCn!|=L7*;ySr%lhzb z&U7Hj#vi_Nu`J4>5H1jjM^?8*jJjY5HG$6o5l^8sy-t#|s6#0WkaLP0Ma7jI~ADyJCt z@uO%|Wif0>wBn;i|7--9ow7(MAD%QtW7@S5e> zGZc39ih#t!8C=cj8RR3|i2h^Ct1+dzKP;r*y=zxz6+68W5dNXMdz}cLZXPr9?T(yZ zd^d^&vh2^q161=jlu7!LH^G!B%smA9p@tl)HpB1DbGwV)Tqql*mE62g zt|SlS91bw<(<9n$3E69FsA}O$HI+G&j<&Qx!5nK9>3*Md@7Vc~L3vxByFoIFh;q-Q zt~$^FnlgMLTH%nW?{mXfb3_91RgoUWNU6#$H*oRY-uF8m%Oup7bvIp09f0DQ9GlU1 z9ZF*U$w5dw0;=i})r*gvx>ZbHoaGwHm#9DXCKtF(x~S$Bl-_^|7@`C5!@YJD2L+=k z>DsQ5DFCA5@-&erUTiOT#+M|T0x~gPuW?TkspKpeHpG8gv~|^Aftq79dCpPnO+Z+DkAhoe+U+q%&ot;In^yge!v~F5YN;zU<;wi8A4|{uNA%{H3ymk8TJs^Q_s{ROj|3wIv>9~e2OYM9R!X+$73T?MU|a-{ub_91D+f81 z;uW)UOOo$}LH z>Nefcgdo8Yh6!mf69>yRs(kZQc%MQ%Q94r*jPcAD{N{F(fCTv|e|bNuL#d&v`1zQC zaI98eiebeHgoEmN2UAP&Dh~uCSD;x9UvDK+stHT(fQ5hKEg!DK!@vxxwNy%Z$GMX4 zN;_qbzkZ^V!$blDi(oZ^!?Jbicd23JDo~V*0|K5nwKQT^ZVn!8FN)FSL%)?fdqCfP zX;{k6xJ0y(q)8_fy#&0H_YU{J;blfA=mwdI)4r zDicneoY{OYD&J$%1w&%ENA>3Xcul;60fh1O8!~mc34R)Dwslj*Kt`!B7#+Z1eTD@@ zzfo;=$OtglSkDSZGdP5p&;T0{NFG%Y+$Ax14#vDhAiA@M^tvw6nX&;)aHw(FTQFB$ z;4o%(SdgwyL&Lodo=l~F6%NY1_@>PG%39Q?+`t0GE|$ymEU`Zl6sqXx{!{9=%BdXO zMw-p{`e#nSOyH4)Y1vJ`%5T&*8e9-#0yHNuKkXy5>W4)R80GX^B9e0u~v< z0GV39y26ZSU>*$^q6Ngv5>|elfDa%bm*=9Bb+q$embX#>lRC~;%0b(+gOM=kXm_{L@M%+UDqv>;rksS_SB>)+|lg{44mUNGn!4v z)$iT4|A9U!sRONB&bx2@k(mAI5~#I77P=ET9ZtYERG)8JPs|ph`MR%&lpolWj4;h0 z&$`)_dCY#=L8y7$#-w9wubii!?qvkAkFGX7FC;d3Hj*8tASt;I>tkf78=cIDtz{Jb zX`^#<8ylF_F8V557*1{Lwtt`v`9lAVbhj#sXVmWMx>-%!a7J{i_e3;c_0)A3Wo^}q10I`1V{DxB zyuHNcs zKvnomieFTwKq#8b(ZNuVks)8}wViR?V2ks1qy2kyMfYuygPB%8xZrb|n#&C^OayC% zB&g#?-T5_d^`hgiz2kw=l^+&H5D;5B>MbYZnjoGx_TNSHy`M2B*5z-WG1=!XFI{_8 zPi!|VV&Xi}*JqXVBci79WNDu2h!Nz?as}IT;eF{C?i#?J>UhPGP3KQTSKZlWQT>AU z(D8mZTNclzN0N!}z+EG1SIzr4xz8wBy_4jZT1XKFfmFSziBTftURSv3_og%T+AQSH zJp=EUdAWqT!BbMEKuHp&u zy1R}q$kbSBo#vJo9OmeMce(Yvr*o$BVuB7z_3I_b>zDw8|%H0isvVa zkooYhra;Qb)5h3yc3&^ruL2YA-UJbakL;rD0rEb)b{6Rt^!AxaUMW^~ACL12Jzzt| ztdj!PR_|$J1dC=@7Wa+8s2-WkvofLiF6D3JdghIP!N3Zx5p-7E)e13?%AjuU{uiJC zv`W!O$PCoLk3!C00jX{K#@@b`$;w~1f?=BXAdq)48Jr!y9g5ZTdcnZ11a@P7@4}N; zD#+ka3vBTHw_1V${-jDA`GyyN>PD>Yu;3&-($HKxDxDOxLQsP9zBp9-`RCHh>4i;P zMRQe696=zlT`ad|i`0-FwSj$C*5SfqUgZ~V#kJ-zn6ZUm@v$C|q_n)%(>ug-K{`WF zzhR6?G-GDUnpLlq%Bz>dUSJ&d?q(0dR*1KvI+lSb>QYY|gwpI3XsN#kOAMiWQ)G%Qzup zlhMp9InIgT*VIP3t)9H}Ohz+7Mpb%@@dUdE@(0*FL6lr<|2GYD-VS=hbx@&$=K9EG zvH2H{SHGnfK=~uI&ex7k8J!R#thCly+P8e%C52cqlfert=wmU-&&7eXR&Q5Mx#_*% z%mR!Cvedc@y)OSEn2pHXiX;7(GP7jUx%W-cM%B-lM)<8(nxO<~CWr(8!(!%LYk+g5 zUoX0z{|hZ8P=%CqgRiEwz6}(<{^SC}Kv$|=>#sl`Bs#M_ zaCF^r#tj2LVRfgIa_*IPhFm<*rDd=)*>&sT)p-W7e$2}-TM4YByE(yA6cbu|C0#AP zthe$rvSYZTh9C!fhA`1t0@uS;jnLaHRaIRp!XDkN?VHmH8Ue@AB${1k|6)Kyq-w>! z+uyZS0s`Yjn&;Pj^>-_c|H{2^J@)GLp|v5^0$R_^!GI{ot2Mo=weIOd5Ed#7)1DE*CVzZaaxR)K#MBo_-O(51>}m#dGv4tLa&tQJ)$L zcJecqthC3wl(_s24)K6R(#7XWkx%dVd9G9Ak^h*b#!(ZOiyhkjn+v5hiUi0(E{2ph z`reZl|J@-6gGd;s-0PYvG49&~=KVi!IM63g5XS{9oV>g3Y=6SxcdrNe>0Dy1xX1hM z7{&m!JiJifQ`<=nw#{51DH0A+nHPgf5IOTx_mVsHg zl95|)$A^X{j~k_yy@KU&7~_lp3UqF$yYl_(MEWi@asbDJ)f=WY;5~Qob^jDrU3X^} z+0?A+6M2$s-)isTTY6(B{ww>_8NX2F+E~A$dHHhw8x$ik{7JP;EouMZ;$!EXKa{e? zoKkw>C`<%-boxUI#cyNK&TBrlhz*ig_^HM$H@w8y8W}x%K8e@d};?F!-qt!CdXCN_f*swNPkA!z;=WQ<;W1tryn ze#Lm*(i(u)79jG^!f7$@xN;YLueqa9*0XoZ2f6bVhwf0gQUM-izq z*C20=GlMYR=P>$$Ur$tnc{Tt1tG(XcsH3;`X1tB$wb~gT6`ANw-@Tb7wbN8UdO8q= zuYWy_iPRiqABT*TXFwf9H)6`4n^(Q!$e+{_x^mU&)J_F+;K|F={{7Znb*@y)di8gQ zE9Jc5RA5DNE4S-zg!>N-F>QsrnM9#>kAZ-#NPWETFYzFo(VZ5RXeci%DxlNzCGVeX zjtJShCMjd;E|XzYDPr>q8lu&leb26#$y}W2JE-_PfPl&kEzgWe)S;J)dE-ic$#Tlc z?xU=mFP!!?neV;L09i6KLZ!B|j>F_V(9iMj@94VH$2}F^6sS}%DUm+2I7SOLkN%#@ zejnb6Nq1c!bd?BYlz-EEz_q!RR)9%|!&Iv|@SM~aDS8h^h@aEdXMBr)r;!ZJ!-;E> zO(qk=m(MJ?pueJ>Z0i3IIv!Ganb63<8A8BH*=(oW;CGwgE5%w%0hvv&X}~nF$5$HR zK}mgcAOA#iGIdeO*&L_Lhc`rOfDAG3lj-mB@&%cHxPRf8Mqwed_;=iBPqbh!Ub7!* z1thdY;q;S3`dfgHw)pp}SD3<8Kvw(>qhmB!hREIact^utI+$7j;lHq$ryn1F2KW%P!vqE#2MCy7v6sh9W-h9! znK!?$0}opVi%IaGZS-~}748MYRmicdY|LvvgW?INcgk*Ahbl*KM0Qc~4B7mUo=fTn zeV>#Hk-X7~)XUtc;kM5eose1kDABI{5h3sf3M&=j4Buor5gn_M+%K{bm%AYn7G-h# zp#ktHjp=y-G6t-vKcS8yuBnv1YODylXqxGHlD06>2#&K}u9&Hz(`aFTx;FU)K15O$ z=C?m|VFXk9DJk?Y6?2wYvWVQ{K9{HzH20rAAla-lyi;JO1YgPYhdyl4CkMZrqtEW` zW{qP93%&f8BLs?n=J3Pg`hl{t*ZE1w&}VSD-KLZEsUa*;Ht-w_2_<_S z>r!D>r`R>Ur$YXf%g20p4|doImd>MZX#SSyf*uDf?@QkeB{g$?w1Q^u_>m@SI(mhI zSjyKwEQk;nbXSw9t2i_qZUYR3F9yOWR%%ZvR}3(HDKcQu(gBP?c)OU-!k>|BR5Imn zJ^MlOj4p~YR7;LX@FuEA6&yDj5hIMzq6xB8iTl4BKL7Bj7#fucP57L|-=1z5VeAWR z7i9J$7j%IXXR{d@|ZS>34?^piWj zH4_9A()Jx3{d+ne0Q&J_t-LNad(J!;yur`epO7f!NIWNfsNz-mAR4#&xrp?FA^-mT z47`rntY85v%=tY|n-$8lCV5tn8^TJE-tO|sunXs6(HDBDEs%cXL`hk&?-~W4U|uPM z#h8&|_m(Ec+dk(&BT@Y#-Z?1}ledHk$CfFI{{tSwnI#lT4BQb(f)S;Rr1F$8Q4Ex# zuf~~C6F(zP;gVY5IW9{KsWK&vy;>fGXOmSV?9(?C0u6@r z(RDTOMWw!4VQXg#PM$5>Ir{$+!bef2=fgB1Ba@mI#|o%gjIUN2VlAk>gOdbH-V#pA ze9Z1+AK)fV)`#u8e$%J^S?;ujEu}veiK`7YWuP98cs4|x@_OeT z&kNLN;k{rlk^->kaLf*vr>!nXlykY$gonL$oVI0Xq)KP##-75hNW7woIKY}zUX+Wu z12NX+Xs;g~4O57b#KXKM;i-uwVJhMYCR~+kbCpO?_sO2hQSW4;Me^$If2leG)=Byz zL!C5;k{1xa&@bFkMRTz7Z?hV1V;17xq!AW8{z35*dni$ahH61AEs_@_v>)v6f+y_w^B##tt;4YtZz-t0kD?I5m%+By6L6W0qM~ z)0*%`Vw!{wtb2TC^1+6 zoaHVY-S}1aB?!4t}@|uOK2H_Ex)u<_|^ng`CcW6$cB)} zUP9TNe@2@MB0*j*T+j$l}eKz37m#FfI%+SM(_4eQow}AiUYCVX;hnQsc z|2_mSJryt{bU0_vN|Ym4>aH0;YSK2$_0gi<=TqY_M6qJ-9O4xa{r0#C2{Kv0yr7q? zZ=YQLr%O&FZx@Ny=JTZtvd|jpInrWDN5t;JQpx{u_0?ffePOqXfi!|Nf=YLH2`G&y zC=5BkNSAbjNJ)1~3rI8KfFR6B4c(n1-Q6=VbI_r|*IsMw zrLBr-hK2i;P*8yM1o8MwkL?7!smkf2KneX#2l&yGX2H~9*J8J)!?n=T3Fh%k0r}T` zdqM8D9d5AK0VutOC>2MI?6{}wi;p!A2=l$nrG6BB{@QJFwqX^KtA9$g=5Sh-3Xa}m#*0fEvqDq&r_zIJz?SuXIVCIZeIU4r zU()EA>3gbfSvfsWFuI@V z)V=df3)pWMt35xVl0|4JKHj{O9y5%uI{cndFX+K^Ws<>3nt9V1Bb7HxX{?A(kX(AL zet$;$YTPJjH_hQLnCndV0lj8d8N@SFymI(guvX=g1o$M;TAPu0269ag|rD<1=`YzBKT4J>T zeeT*s7{^>4y+tdG!TG(55I7*7^Go8@099U_P-I#Vf#?*E1Q48>6aR`sCT$K$1qi-Q z-2w3<2JF}Ezk~nP>js6dkM(nU!bgA?JM9g_A5^9p0O9|hR9wuW&a7$3@|f;H`p5D! zS;*w+k24cdi=XeB+LV^*jCM8qrWma7s?3k$8bn`;Yv(9sr|#twJQpb8=_eZ97?bIBiT5xC|bSTEOIx8{T7oT_HRi;FLbN z6YFMPW>E(OU)+v1n?4k-2A7@}S3Io36fA;^O~7^?gcp`hhO?&6!8soYCGkVEXny$m zmVl{Tas#yG6f@L-)97HhDw+=*?5{V>Dco7NtgEqjR8LY_&%YCtWa9Lu=@IX-VQq^B z9A358NaYf0;v_y%ZFh}H_nP@z;gXeodkvCKbAn0xLjK zgA2rlU=4Or!{#@<96zguBo!ZeRGx9rbJUyd+Yss(f~z*t_=;_|^UM z1{_o>Xn0z*31NooD}}FsK#Cxj?xSHiXNx|UiWbUvSDkLQ;Kf~ZO4k$=72ug3z4E%a z6H@FZ_hi+;RV!R6Fz@F)mcm&EY+7GP{2% zs2=qixTNUuHfRKh17iw`gwz$hZKdLGXh`sEKqBsT1L>Qkk0PYrjb#mPJ3Pf>Fk5Ao zu%2mh{!lX-#D5GCkeGo!#k{G{g(TN%&J+GFpT%>znMJURF%Xlp77+3LE^2z6G&(RT ziJr9)ayJfTQ`QWVsCrc<1iK%R{<7~MXEGVBg|wUjQAbPXquL7nKYZDsYF{RYUOjPW zL$-Azi&-4RsQUd}6xB`j-$#wli2n9XN@8bipl&esJUTPnqK47p4&JL%w4>sPFNH;( ze&*1KBk`chN~A$uWAMi-AyFBVwIajXTtBHV|LDpee$_<}HoKT(bS>BH8PNkGTRD@T z62FJT8_T3_W^HopjG%aX2XLZ7i?HrQqfP$t^b8QW9 z_L270VG|w6`>(BEM5BkQytYiD1ze-jta_|y4c!kNcwS0|~y0LEFKsoI) zh|a&_nQHK%wG{jHx2SLH8YaUF@n_hx#^YPt_hOP8Ll#@my)N4RGk;=t)V!Aqh zmH(2=mvb)c(T%Y57~OwgJk^Q;)0ZxNb^qy*r}UNFL8ki`gkT^Zw8R(pI9_BD)Om14 zc*Q+Rol{gt@B2Cpn#As-V(f{!j=jUX_}rOzgcGtLDfL63dKTVk4V#6331aAEH?0qq z`B^mgoG*at!nbyP+(cHH2<;SOytqatd8CjaVynV2d8kNdE~(`ylqqzhiN`Zdo=dTP0J=w{l?l~-*C^wx!a7A`V9=u zmw)K>KSi(66r;$`wpp8R|Rqz@RG7uTCPA0c+6w^4ywANgOE z-pw3Z=m4Qb0XI{X=2Z)6^_QggdP4zz{~T1By_Ryw6mY}ZGVzdJN-pE)1)j#Vnz?pw zYJh>`Mx`aWN&DuhlQHK`XY${-JCDX^{j*6H3HxV2En}az2U>~Q5*)!GhmI3E;8T_` zw3le-csrV2i%Er2-#Ae0EByFR5>Q0s)_=Cu^p<3mBmj0k1gbyBapqldMP}DGB0Jyg z_=`kO9eq_;h6n(BYV!7D|`zf3=ZU zt?rT`+nsxQHlyd1Emm#!Z01@xPktDLcAR(1NUL@K-BiZ~oOl_BPG zvYIN9B=}ztT51060&sH~(E=fbYXHK>8Abh6O2lCGZ6>>5zQyMIAN?#W<0P!4Ny7Ns zFfW%$JI(B)TVcwq7@!Yc$gHS4(BV_6eyUPL8;2Rl>^=!#ucuKCl#%$!?^m@bIYkcC zjr-TIw0FWuO+7!{2}5)s%%6b^Vcko3m?(@^H--?iCoKP*)Mp5kAuqb@$n-7TAM~-w z0}#evVoJd)=Ei>%7RCNzaKZuB63r%#uoj`M|5f0SeHr#pc#b| z$2}Lk1n6!xw4-JvN`6K{EE3)s#BS`xX}BqzYw4bo>~h(*amDI4FSmJ@l&Gm z>V3@up_OkRh5ZHOi+Ynuc;yT_R0Wfo1SW#&pJ4l64%fwiom}}nvjL2bxH=ayhlvEL z-iXJWd*X2Wb@=jx9S})#z~Q^VvdA%Sp(JNi+|)I1_t@q()Z1bwt4A39JGSJ|QrMp? zH|223OERfR4Vm3ZC~&zoFpO`qEu1dTZ14UWBbF(vHAl~4LHz65v#v`ZLArSRG}h+8 znITk++M7Pcmu1LMcS9`)aURWP_izFxe6(crS-fHDrrE1i;u>DPyOydA!wE8%uBf#~tER z1_N?KEfABoN0U!lFY+30;ysQg%}*YMmQ&8(NFOy-(-sirRJG_I-Z@qO!z&=uh(08u^oKwBRy(Ux z{HXd+HI`%WdDzU{{sbS1QuoBS83`{XqPfByug-t_Rq9iD#2!`crXg{%)d6)M7NK7t zYFzaR8>Dr0@Gqix+FRe1g+OWB+2Q2$hW@+hzlWM>wgA|hHLk4zv9D#r(593hu~QAK zrp{4`6=o?mo!LHje)RAg_dESN+9DkR!2CLuD<6^m3=$99C!TM3`!V4m$o2RY>l|7| z!a?hVA?S71a|%i19kjS24w<8^sN~&#SOop@;P%ztn^dIn@yGtI$GPXvl0H`VHZ=Ax zYLVp^*DR{vz}_C{kH(ryWS>+Aj+8pdEqaBh+aO>b_|Jb?&wuTtpyq;*%b6_Lwa`kQ zHEm`K&{Oz5G_4n;QaU6*Bh%B2khyBOv46UkV^O7(IU2J;Zn9AnzEFB39~GJT; znzYvfY{TyB{cJ(C>`|q|JL>LtOlO>&swg$5Lv3=QDqrIf$-m^jkT)mShK-PK&G@0j z<7bU%Q$Z>^pNs!0+1j>0gSc!0A$J4wyUva-xDfZ4Wh-FG4+X%!fP`u93iZ1lQ?a=0oU1_?~ zBgLW;l(RrFD?}UV?$#kteA_iEj)+xcbic3Y@r}rN^M2}TVKrKJ=)O{HSd*Ci_JGa{ z^++WQHxY9G#a`n(tJIHs>W*@ukD2tGV%ta?V%r>9Y%kUI78MxXGs8w>xYKu+p}3jm zX-xY?aW>@x`R+Iwk3l6$_6j0=a=+g^MsaLmbTS+i%ilQVhYZ_Hw0eo!F5|_tSg_7u zP>Q72nH7u7#T@kM-CLLZecOmu(m{l4c-toq5RRzQ38!HmxWY3~N($N7p>2Ap&`Xf; zP8=JKm$SW@1=z5c!<1gpw>jSS+m1i9u8B^nd}Uc(l5bIp&TMyR8@%agyAP=^`pf-u zN49MrU93@+b;H6M%Zs#bY6@@4!SxRn4^#)GO}M?Mv#3FT@Y}OH8>Aq3Fr~X=;rs{H zJ}}upUDbZbfa4dql~5tu)7^PGc`Mvs(m$}qT#|7$ z)z5*IUC6wKl*u4^HqC^?Z{I9_3|zL;eGCspR$V#7Vjow1n~rtQ-Ig^g+FLNU!n*1{ zhQ2Kj>CaFj)#iel@auUw*S!s3|H*V;y73hC!s3jlf6Fzz$USYnDN@bJD?uAC&hYwm zGz$mR-I=mdB=`Hv=Yio}O)klEZ#&%%HLp_aP4oVZ#Zyt+AQbIe7dPMYq+?$H+J1KF zT&+aDHBV(9Q#Bx0)M@l1n8d-r$hS41*YpKAcYSI@f@S=XsPhIqUT0*ZcuwvK$UD!{ z_1Z16G{OvnTkeHZ{v!~qB!P2MvYMI6k?H+FKu)t<1mI6K3p`h-yATJ_zD z687ECDM?F~+ARnA{&E*rJ^7-}<}}PhxeHcD$5%-95s*ee3f;aP3>@AKq=v7{l@EVR z${N~~Uj^`94$|bAOZ(>={V;3heUfJ(juTYj?f%wfZ2UIewGGQ%d10c(8=SeFC-K%e zCoUF&m-_(2!<$pDfjC*oNgZG=X!fg&N+U*SHkk8egW2=Bxo)%j71~3v%z8V@1oz#q zRcES}>{r8wWQkUCCaM~t)b7u_9kIr#_L>@1FUa&7oZo`rjD{*CxxTkC6T%S`l>?9o zibg|zx!R+Cb8#Gb4fvhqq)&+bjyR9i0Ksuu2NE5<-Nm8-&P^G4{v#%u2#&>&{b?O8dP%*ID0_`l?CPF_}{XCN$Luwj` zWa))fl_@ZI3B6dsRE9coZ7Y4K#P^>D0?zxt4?h1ji0AbR9E!JF-ks?_=?-hUf$VJu z#=IDeZ>4s$dAvJsgG4pn%e^>Nz@6S)=i{W(VK72$mq1XG{{cZm`}D5o(rMo1(Pl7q z^Ulqg4o)=qDl+)11+Dklt@oE)+}}pppn&py?=pqf*PZ>Fsvw+;LVt*W$;Q@Zo}K1p zsdqs6wfk~t@m`+-GHF=uY1YQ1w}9U5Od#V;yC&oAUvyr&$2A$L9ww^7Qutw72*dj^ z8%wAgGi?DnA)xC%Vc$K8@{gy_r|OeHIm}y-qAS@*d5q6Ty4sdqyh)vwv`{j5=jgBk zLzeUEZR`7Bp?)mBfcx6%{=J|0b2qh+Rz5%7YJyO=73tT(1R@4;CV!LXDpSuL`nn!J zC+@rOG%7U|+cYcER+ta#D>>}MeH&ujXm$*9 z%lEU&vqG~Amx@5}HDBobp>)kf4BmRDSP2*}H##UZ8rBQP2fyDi#Ex*HjWxAz%lAEN z^+v!&nV^oIw9rLrU1yS)*7S|7R6isoAo;^9{%pI4zAPA~fTWImhhUXU+yag94ZRKc zKsZu*Y+*Xt`nZ)}1aW-37kKpAs`(_6eJ112cdh!P9I=fh3=3_OFw$BOx~q=_JoxwO z^DuGTF^F^V3;C;}pHI^jM7!YMnwd6&iU;~IxcvVPLF(Q4xdDwndV-NK`v-~yR|jG) z{G%O%jy6}I@}du1ObxUu3QZ94wBj?D;hOVxbMv=P{KfM>pgmWoCAfloBru3iQN{T& z@!BP1+CTkIx!9)8!Ki|(qz;fTOjMuF)eNo*R(ILw+Oc;q zYiIPoaPmqJm=G-QnLl!c{$M`<#kB!@l-sV}8WJKV%GPMX!D-Fn-9TUIHeli|Wu654 zibmAdEYg7ur#XNAKvGO|Wz}+nzdy2gD_*NN3fzqX=?E%?RBQ0TPvN{O`0(0BEtBGK z8p|$|#zb=cp8wmY!3IH^HXEj8mbcu&wqNC%G#U5Q+=qv;op$@-Qh z@2R<{lCE344%E^kOjj1-{Ij2g6h(`^ZwMk>ux!V9L?y;Tna&=MNnyjvE+z zdxY-1Z)Ny>3u}0gok0qx0-tv!=V{cBO#M$#u#Qs>y{%)e;J?Uc0h>W zy*o`)emm5Y^mM>}I2jLg>C@h7 z%kL9rLvR4~EL&VefyIIGw?2o;50_}U=y=1z5%I^=h_QW1H+(q9zyrKXHAMvHK zkDYOl)&(EV8{VubEH!YB*oTv0g@i3qtSK8;l{=WigSET;Y!maXj2_X zJZ8lS?9MB@^ETGnyid|{nC)^t|0=yJ>3`MQ(zkkstyh>8e`^QZi9~h4;sm(*e_w|L z4^$$&nClx6wA&ewxK9T?_}63Sms~d#-(;`eY{VISl0R4A*)75*p;jj2a5Y->$JqSU zDVLi&jn3GNh6nwC{#}K6Ga(>x9&wohEUjMNJ^>zq_ht~6k&FkKnGM;Oqh!aZpf$hw zoaqZ;d&Wf^(UV;IX_p(^oY$MBOLy>E4){u5gVIiGaT&Xc7|y6cG!9;3f(~M2pOoH> z3&jMb+Z%m4N8=i+4~)mNjFK@rH=1yd+r|<1F14zA{=v~LdR;eHhd{CxbawCNJYlfV zX)W7zg#@^hs7L*rBeQ=lnH60G1Wa$o#S!$|(Uf+g7AJCL@*Np2LF7{s0JTt4*=9Je z(c&!O({@@ggCVd8<#Sp-d^9bgfVb-~DDAXAkC!X=CpdNOAHP|^da&K;E;b#gFI$e+ znB7-b724Z|UmxOut_GQlFGep<7Se_x8{BP4iCF>0rk{~HI>8aOOX&Ltb4uUAdgBT& z4|@pm03vCDO%Pin2*o1P-P9$3{hfI=dEY4jAdub-rN|keHKKovVvh*vm4LP z>UeEv1_c`0APfK$!-F+e&(R~Q*@S?fyRT3ra_z|sluV(G5e`%P~t9z8@3iOAoQ83yBqIaf`# zl@HgN@^@_9k9}ExY8p>&J(cM=FmjZ6jZ6UxtXzI@GHn^ zAFvAx`dwZvj!GGUL-3qd1zpJnYcVd<^Jw#ts_%<9CxAV9 zM!9fv1&rURrAvi6G`!J$AB{-p{CW1|k_kr>aK3>Vk+>JHK1BU{(*~CviQB_)MV`Zg z4|Vj0K_;!(%|Y~zR+$6AffN?Aa5F>ZUI1AxnA8v6-3MlG8lUw^g_yJc2}j^V5kts;#x;1`KRqG zh{BctDzc_lk|GhoAOVOTYFI=du*hljrhWLvn+bz+y!JfUD)aF=*5TwwFkS~dMDo`; zOeY*~m7v~rQvSxwaQL`h3-k!I(q0FkRfnN2hx5LBT?xOgCzte>|C7wz=C{U}2H(JX z(9PGoE|$~GL1HJE>F8Fbja{5~7WtP;*^^3?c#A>{<`f0$&kV9rxWS zK5+>N2;$J188g$Jz0zNsvHMY?Qlv#*b`c7&_x``%>7q3Du~hc)RCbZnu|*hxw_`V4 zZ(oe#`}u)4BImzJ^uHFnnS;MIB5wC>vyuKwr%Z(5|Fqm)TwFu~S2qLXQ6`hIXn0wf zjd9R_O!9XMCa1#(j|+o4>-%vsaAM~<5qB|C zd7mtvLrEn$hAn8T-O0TGhl2!HDm|#=O2e8 zkfFmDmRp5^RU#a9J|}OkKN82KBXH|WS!pcyJy!7z*{y<)2No>$z+MJ;{!1xb#I&@a z^SLHAa?V{g?Dv9?gn@aT3zDeEqR`z@AFQ?-sAXUJSHY)0cm)xOCGt3+$Gono!sb8O zF$R@q;h}J?IDGKUi7}UUDfEokMiontFmU^hLEnL%Bs8T%q5pia_NQ4B({@IQjikbb zj<4+oSvDvam}cB8x5|EJVIDH@fpW3C?HkzM%VXF)f+kCa@*zhA7T@|Lq0R_Sv7NzA zyd-$82>05(d}5~+Pu!9Q&}*E&H0F9fAMxp!a5+7nXO7V-CI}6^Rp_(7=8oyIVL82j zm1m0RMlGQC0Vd?dB~JNd@_{u`!fSaK@&MF9@DPnli;f`~K05fTePCMF+g~(a9BMD+ ze6kEsuJ;>9UAzOM5lz>H?D{tJAwzjfjn9sMLysq|bC%*uj^+Ny4;nbbbwWy@m79aV z$JUV>(@(6z4j0eW;eNX;PF9ZQVk@0Bd-rVH*N__q*-8iV<83)*3T?oY3c3y`{do!S zUCc~zy2gk_ETcj%jZB^N>cabt7lsb0l@2%>V9_mfgbXrH+F%6YR~oN21~{nxCy?U8S467P!SMrn1*d-}RIiZx2@>NTNGHO~v_~EU>)mR2fLuw8F-J-Y8R@u|-d-Rw7gLzmdYguI$poag(@Uq9x@(psT4Ik3BJO~;ofGYdevB)uyN(XK<_B7LlvQQSzoFENyeHW4CRguNtUCt^L5 zg^})tAkXk>Iw?@Cz}0KdRJQTvkaIF4q?)$TO1Oo5n;8nJb(()Xg1eY?a2DFzo2?(r zKZIkP<&Q$hj=}{3LM~f2<-U(An$IsReEjsO?pov}dy3t`vluj1X0(se4t{KdLN$=+ zKMHwS?CI_(=Wx98=M7+8{pq%OO6$X*Q44vgore%#OEgVWxV}T%oJJXJ@uB{(QOi*! zM|S7KfBk-6OHMRjgavhjs;7~E3}ZA8r6*4qq6%&a(LH|T=mvE2MA92&l-H`EoP%o< zTdsg^m5Ig+p*DNR zXZ02{8QZ%KmQxgiJd9blK#@Pqv25JrYDQ0{=RZP6>IC|?Hoy#`I2`8dj80Q10uW3M zwHM;IZZ@VP&hz7s!bW~HOBuN^&*u%fkO~`PF4oiGPff^bSQ7ihNx}>=yeAAagS2@I zVQEFn2FAqWbLHjpr=ue|!)g=@qwCgudBM|M^iq#r(#%8oJ${Kpu`8*BeR4aQP7Lgic zoUK0|_V|KqwyJh0h=(4;H(X{MOgz_0^mJPqk|MD9H+VL=RFf{$tG1oO7{q61w&xgX z5ld|uV=aA4V``}+%IZX@M^#m1pk6KRn}S?f9Q^~p0|SzxjpoSDX7+l|6xGc zTI6hX+9$008Nls#8(&mmGJSr)WL3FB#TU1jVJbJ1Uz!h*#nm9;wb6ezbW!WQe%@xb z{!2y%X1{?BY`fI`@(B49*z>_?=T}=`u26ke4VyTu)FD1=CWzj`I5zz`s_!%8J8{u# zHpt0|j7~%6(`L7U{^~$Aadffb?s9nzBPDV`Wzl6=Al7{g3W~d$LNkI1cNNv5$SJ_h zK0#It;MS9a@qINCIAK1dqgG?fpm-4fIJi>V`?Qh)Y`QJnK;gJq>4j)uR-V_tEIiBw z&5u8DZJumC{qs1UtZ~JpQTU;ObVK*IHwamUJ!QV|ttIwfPOg^zfnt^x{&}Y31SDK? zqJM{tOh}}vmtDz47)G@s0(;i_{xAgc(Wcy&<+eOMEuooE)eLmV7&&rJiOb@- z$L@Q`?lD3*eMN;y{sODox4pN6cg;I+z_7*qCT1rS&U3!36#DA&oxyzwXpoka5byLS zwZW1ncR)X-IZ4?Y!6&OY^AmDFowU_XIu}iDyw83!o52JyNs!~4?TRYq&IyB>gR=iQ zF8b{+-c6$X6^eWXPltW!&8iYflpT1r5x}4iIYRl!7Z2G1q9QwQ@S(iTm;n)N63TDSsBAxB7p$`x!5K%O6&W z0jtV?$;*3gSowhkb>i=&T(@omfL!RlIz%l>Z0B2Hcb>jwmQnUEv3N+l3i1wf!n;jT zU^@`2oFP!k$2}q8sqgIqfUJWUI3rdw!727a2ihy_W16k5ssgZHY!9S5CDVi&`#f_A` zy~YT&(VUsVALByhJ9WorQV)|Ovs1<&>O0`bx6bDN&}rxDKO;bXb0_{j0eZFtfPM>7 zjMN*RZqXb2PVjTlh-B5wo^QaeZvZ)l zSW0z%PT7VTukGy)?dp)1*$lVMTV&zHW7eV)RcFHyvVaJ^ZaSTORK#TV=5P0ScqhC8 z-b$j=OuTRx94Bo9P+gtik`DXKu=M|#SAQ*o_L< z-wLLaeUD$!%+@IvqN|C#6^Cdi!8n9o{k(3B6OGGdk>~$Uc_eMq>;tp9jSBrcmNe*Y+)jwbfR{ z$ftk=hfYQMs$zU>!>7l<*kD79T7F?~N@?_~d&F{LZ4s{(af*1iIvtA>sM?bZ(C2l; ze%Em^cC^#Z5PYZvm!{2PRzrTP2QCEIk*@F(P!RSQ0UN(Zd@H_74am@@loRB-%y(Wf z==%q@*`oO)WHy*`x3vZVg^ozF^sLDNp=G)4kb}p4NR~UXOxe+z7ZZv7U5}*i9MH(+ z2_U-fsN}joM@;{DCZ<)^y`-K0)btWBu5CgHO@W^s{jLG%X*NN0A=jhj)#0Uy}HTpo?=(yn0g8~O?b$3DGxL3&y5$aj@oMP~D)1e%KqJUF= z>567GL5MPodbyNKB*pKJ6#0RKtu!ujSAeag!|ravrIv0_N` z-#t{hD1haowpD>nmfYava;GiNESUErQ?mU|{DJvPtW-3Fq>yE9=WBX?iVAz@jtdsf zAnyd^vMZW1B&P)F9KH?Zsycy; z2sMX0uh?9xo(oS&HrKJ}v7IqdsOZS1OMR`jQI3E7%Rc5Ily@t#G>@1juUM*-1InQ3 zF8Iq90l1@0=t`z%*XnNE0q7ulpJK_y)AQJ^NV)62T;&M*LC?1`!kg6+#kg&p3He z?P3Y2W>TLGrzdguSB8$W7h$&OvJ;?Ji;eC##C?YNQTqQUa7##TKt7JXRuW{Nu)JOr zQdQ3m6>3RTq?C@IMZg|S35ieK|2~*h$5iCoHjyi{Qkg2IHI=8*5v!FViWc;YTv~(o zh*IQZ*8o8)tCCOxG}iI2fksfq_W{MR4M5=p1 z`gV4>RpamT%q!fED-1@;pB2hru`+D{|2+)_M%@r{`Gc;ltM+P=Du>);aG;O$A;`F! z#vTyleM?-A2cY?Qzrc9PN3XRwVod~Cdx!c&H;RZU4Evo+pN895*5z3WdVbE%IFx22 zf7xYf14xgIueW$I?mDkCTX6cS86qnhd;QiQo`!EZl-#9`9tKo{f6sZ6>;krbzV}O- zzmBw%vmCLj5AO!1Pu)|uB&)NMZrx+44MH6*D0R%R?rBii;0{T1?+U?PvEY=rzPPvd zUa{DlOB?unX>CQRKA&LRGE$MH))Wv-!BJPMwn;m|kM65JL`{|QOxbw?f|zT<##6E` zbGhC&EHfK8Ck8OQ8`xlC0~^0AP=z1o^2s8XLzu0qZ!}n`)iwwd>h<9jokslN(u1`B zL^M}ynLM(Jh2q7XMm*rc4eB{jw+0B^z#8K9q5$_UkHH`9K_1RsvyOjW2hRhxi!5Hj z<;=Lir5n_STws06#Xh-L?L85p>-$zu{%UML*fGm0p>EA}wrWYku&cX2nhZ0CdH|ct zSSUWuxi2l@j`}{G_x+q!t<34Yi|%FL08Kt{jG@4kSh>ejftQ=V4O_JV$zBcZQyt*b zZm5rSZ~+R1*ALt#>8z;&9(*xwid3h&)sFk=tbZ)dIYFJp^8@O<$;|E) zr*}$}BvijwlUxe~NLlo{V&JTwQ7=&qm~{19b}jIkLWQQtW^gPr`9r!!M%Fv@gZgXL zte%C*iK1=mysA3=roMrvN0aX_mP);hysPMW)-y5%WXn5^xaC#L;d2wPZEF&yTproS zl>N+BvhIpeRGlXrfE=qfHp@MnV+M5@>Ll$ruMH5CzQIoVg+My4KL4E797G6N<7RJ) z*D3&)6rK{A@+LMnm@!~_8*r>H&Lfd}4twvH-fWDJTvQYHJlZx=3xW3AX zmKQ{T@;h@-;nl3EVwX@C8gCs9Ab}izkdu5>F7GZ0fA|!x@#|IbHQ4=gl89@%>DX%5 zJqY6YQ<=J3$;-2A1}QuO`z<#2RTY&TE5BuUqZ11F)z0o2U7}(#|&K z@V*11(2n(&XFlmWl_90+u`eVQM@>tf5cYcycLS0(%cg(_+L=klv24kJbd8N#EgA+$ zeW*k&URe@&M4x|%KB%DYH)S`-C4e?lev25g_KdI$EZMyz;h8e%nY2z#3Dl+qG-FSU zA5K(1S@dBlK@+lhe~|h&8a66ClE9933l!^&X1Wg;vG3LBRta>OS3}L3YD}I@hV=pi zw+sEEBIMnyDT_gl!A2QD=-`eM;rVN;JSy*8ll2BSjNiZM{wI*SiY4~-=8DDplwXqn z^jV*mo@^d3p&5 zcCBZtmR>YJMLWKCep^v1?g?wYF0pv)W?%^%0!&bs8c?F=X28{KAJ5fP3G|S5{Psnx zs0A>_e;t2l^sw?y12lCJwF7krjaL;iQ$|<1EPicOZM}eI%vh+NNFOe)YABU==edW* zd73zUC*p&vL{7%>D~R254gsE3lfnLX@xD`Wetc6IsUT0pD=3`2_`FywAHoP&>)FHc z0HGZK!D{g8=yOeNrpAm@sMq*0fc4XcM>9O54|Lax-hW;f>%PN{VCChklyF5O+W=Zk&7 zLss3zNr$NW*O8L@O~Jb#L-btwGF5TxOBa_Yc2*Tj?EbRMJZ_ z$V=kx-#dridoT;QWlJ+8SjK;fog!X6T=LIq~#iJrRF!9HPZb3hKL z4tXi{=%R#%>5#UlaBy8Ru`FZ3QX!PS~;(W-!1?Kx`WQnXBo-P`c9ZDIRCg?XR zdS38G1L6DYJ=IS~xq~grt1H&HkfTgZkHGErXemNU;ubBw*L{piVfeW0eb|Hkk!02< z-HCU|@$_^eRg=DG0Ed1L<#!i(J!tz5-A=8~ zsiQhCWSb|egC79~?pkBCU#aFuEJ0wsk;ZCmO#I$FrWr68T`I3M`U>E> z8-i+ue|Nek7~co1YYJ3hV#frOHIa-4guWAuk0e!=4U~q(=bt$yNZ}=pvDlqSKzviX zm@yB)Xx2FFTU|xh7DG*oZ9_Kdo}-zQ0*Zcef)ZX85uHVXCV^}k4~s6Q*H0etE)qzp z?D#CR-F3QE?lUJgCoYyA;u!go2_Y?zuHYDPty=yJXjAsX?!S(5 zPsfp>x*OyK?svdYp9gKn6JblmKl~N@XbF7*vuyQZX5+&TkSyiQWM_R(O22{~4lb8o>pRN-l8+nQqO7_jNvVc!xUhGKl$W$4eR9c)SVr~b0>dj9$_ zFApEcPdV{r>DfEVS+s2URnp(x0VH9xuJK*OKRr}*yR-ThD5WMYLwffX0c)Y~d)Ei0 z5TS3_#&U^KIJyi8OH_B`CNdB%2?TK zZXjiadQVNB#Hhoe?v9ZfD*z!`&=o`3MJ|C?oGG!3@$3I7!8|VFet1=BTOT~Px=4Y( z_rp&Hd|lYGXnJ+I($J?D(AL+>wdiMbF+yUFpPr#O=B;I1%4xNIZYW1yeq1)pk zXdUnHt2<%88er^Eh3s4Eezn2W!v6Bun;2GxP`9QFx06}p^d3?}(6s&AB4p5G9 zLxDP!%l$L-tf>cmqJ&@<-b}649orC$7aQs~lCY`ccn@)A(P{e8a?^gcjr zW8roCR!l1=AT5*7o5fH4KTMr7jgq$F{wZ_1mp`(4%jo|iSa z?A$yjsRK(t7;zq*QD4T2cK`v<*lUkpdeh<+nPe*w*JkSEtP5nTm5 zo-A;V>G;9<6ckfGM&%!AolaR^O3K4l?Z?Tn?>?^}BZk_5um=xFO_Pmn`?T_{G>Rup z^5?r-H`iZf6AXZO+6FS6)<@bFs#ed;W<^4E-m3%$tv?5!mVL{A;@4w<-pM{oy49Nq z1+v>4;ll9xh@r)SqX#?1#J-@X%KN_6io@i@WwJf?AMZp*MHp=thtV}WW?Iy!C_hOl zT|CW?T8g6hVsqS^v+hXXUoNdtUZrty>LquC>uQA#(JT2=@Q!a9aUgQ{uNm_FqHMQe z^x7+clLIE8_sh8JqO2Gr{P*L&h6P9A`rbca;Jxrki07g0!1UF)^B4YQFyYd9VWwEDSC#FLz zN{JCVSA)X74GVxi8)N#|d_1|96G&z`G{*mIrYeN!zp()LqPyP?ScHA{U;#iG)@B@~ z^3P=5rT`-;Podj4VdkJxJogl(1HaKi)wtLGtkIpCxrN033<1?rYEAj8d3M%VDXO}* z?Xjpm1$lS(ZL_CmDzIn(LCs&)dY&8fydY{3Z$mjYx25=Ua8XXFM7)sp-H^->{sw1E zgnx|Jv&aZD)SVCaOkXZI_v0&s2LX9P$71n^Kd~6eYE0%AMX=Zh|FrUw{U15t@DVNxsZ{Iu#r?V? zwlD7l#4v?KVzr=NtrKsjzQhxtj(}iuV%igAIpFcUBq@nu>bU7lP`MJ%ruM=S*u+r} zm01{T<`xoa?}gqP3A==!n(!HV#WyW<#o0ZwK7GOuZ!;Cq918)E97Xv&6?ML_2_x{m>Jw0TUq7AOgxf^U08LjFa(~Bw{C+^-nW9lKY0gq;$gv&^t}L zj_66fek*oFz3v5-J@0p3D_saqmzDZF1(=r3@d?}QxRd<#$}d&JwR)PyA&<^(ihe-A zI$Z$gvaE$9|94tP4l2F$N zKWRAJ>eqFyEhqO3v;>-qdsX&%*&*2vU1tQ;M=wG!>jQOuS@-*UJ}USg2P^st<5_6m zn4mEjpHou79XQy%Nr2=MR`ep*22h18+Ca98_rw!Kj8u&MIVRw`z_jD~2j9YbfLwzs z+_z>#>1Le9Wf_sv0P=hf)RCG8ND#suiE4X@mLLfzNqS!z_nlal_horpzKm-}cXhh` zrD=oXR?88WNi*Zw21zMZIgSOMrVtv)6t3qLDmie*3!c;)Et)53Ri9! z2M(27736IG1e;yO`ZPSo%+Yia3KlZuo9&xy{#TZxK)8Q6PZZ_sIAJJ8g|2lwdH14J zo_znEh6DM3IT)jQ{_bUeeye`H#S?fz9)*6OEI$pA_0r#Hk<)USDG~Apoeo1K7w1Q6r?>Sfxrc>)aSVAwp=^>A^R~+W zS|l25(O=_io~!aO+2#u7=nSCx*y9niBM^jH*RpzF>dRPA{Y?r7r2E_I3*SAhM$Z#FI>&PHiU-L!@y3jCg(PfJEmlWgv`jZrDg8uWe|K>pnb& z9w1sLs(wEnE5~8fQ+^e>D~pG;k9wNBX7s1BT2FlJRC$J5`)YDwYpq^l&k3pp%o575 zb`1zJIAzgZ!2hZVHRfbW<_>TpaY@NOtlim1(FhvEBI>4q1{vlRpiF5nju}jz9oq6r z7utc&$rf-`;`>@fwQW%7cn|+tsd=SVr>Oj<=LdQvhTbCk+d8{nOI&FRfuZ4xcu(*A z=_^Y;%NOi8u4F?s3QQNIIr`da`Cj&tnD;mVV-4jDH+@LhQ41kd6cEf>V2y|HcWpJN zT2w*Vhj5GefNEGH^&q4Yg3R+?j%mAeRM-QVHnB7iQ|GU9)26F&|1amHWeLpETv;x| zgJAd|m`{`{lg+#P)sn@X0YjPR%R=9~(_%i=KzDM}W=wSSF%9;*U_9Pm2)EEQ*QvK54Bc~ai6Rs(D$xoQSo^E@W7LICb7 zY7V(wdVmfraDy-LVfiK>C63 z#meA;?1H?%73ft|_Kypci|6~aqq;BeuPDVGBZ#dvKdqPUJs@@G%i}JWS_F%V2MF73 zf9!TY3~hz&I!~cJ2j4#^+QOFQSn<5UiyuqqRpWN`{-ximD4|IIk#a5_+oJN%)#dOP zc2CS%CuA_uwr%D2mpKCXRR)+EODhpryMd9b-lZU3LX=?TWB_W%yItY72;+hO3ck}h z#Ig(SpoyaP-<#h>XKL(r77Fq9m;v#?VNwKm19(il9CRDVv(3lSQwm?@bdHmIsExwZ z`<8^05lrM--(-V&-`p~QZ30igTHVHPq5%~a1K`*gp8kXok-you;R&k>%OE~y@aQx1 z2L1(dj~JnwhN<9XEO{;Fu9rDT$GVxN*I>;zcCQEMrh`(af$wG3*1-NGv3Px^o7MIS z@GUkNW|IGB@hHmmCNbloICp#{&Oq{Xkj6EfaEpPh?Pte2;REvS1RQ7p(}W=~h(7%= zASO7~*lV;?wrx>!wh-##70n047x4Hbu>V7Hyq8~SAZtZki_sCz$JMZ#_lo^gW$^ed8VbXJ$I*Z`66i-*$Bf_`|p&fwTHIA;>8=JMM(H>-cmC5gT=V;db_GQOE|Yklr`DmJ?MYwal+R1PkZoP;bbJE*ELM#h zA|BvIK$et=?R*y{gUv;a*}b24KQKpZn?~!pB1QL7JX7)$L5J9hT97dT@GfOLV4!02 z1_Z85D)vs0(W6KF2kspyKEWJx6ov4&lz++YV|+( zY?RFXwiQ)iwwE;K(JU7DXf7j@@hU86!Hl#MslMCl`;aBfX_$JR11a%m92ExIgq=um zB}(y@sHLHj8w4-Ood;)i7rk-`>{vJ7=nSg3iU;zI5)HlR-&+9x1qLPr2|_%5Ho8Cz zu!@WCl@6acPe*g*l`vMH3;1Jmd;zM}Sn_Per!_FZQJUXH?EBhq)_8TM&Kq~<> zMS>99L?JI)xCj_T2B_MBSQ{hKZMjJcB#qRjH=Wy>p9`3y{{uK73SXTSGT}=e;PWWq zX6fo#{o5TN*vH`USm+rWmmRQX#7eyWa2iNdCWOG5{}Iop@M0pcL*tYMHNuO-xVDpu zf?gsI_{76qDY;Kki2J2Zc?vUMz)DDW1?9hL19gbC$(ha@O;-7f<~FSoipw344K`M7 zrZZ(`%HQR1Q925{zgRD`E$^5#2L_M%v1Br|zt61cT;4>$5zM24AEPQtxwF6l3e#qW z`-a{o{23F7{)RHB!1qPCTVv?OJJa{C(yUovOxL(#5B_(+v8m7$$eDnZk#?cPfIX@( z%-dzov0QQPz~cUu)|VT!{1R^xG+Xm!H_|Z||Ir3Nh+w2nkH-YlGlgRmX>t4XK1b?C zN#b(4Jcd600ZqvMt*Ly}F{y1y-15RS zA7B>XUT^L%7H0Zqcd?unxi!nHcpzS)e9=;C9)AH{7yp8~+3=TPk%pnAUQYUp(G*s3 za7?6!2R&)o?E`!Q08z^dvaS5@rNzz zJ8m{y7=*|^X-?R%z920C$?P};Alm|e0V@LF4#5y@9d2O)_okq1@_U7tZXj3^(lVDj52j^u!|XLCZ8_h^0n=0Em$5eTV6k`!_$G3! zp>CkgNP?IvOhG;S^a33~e?hJU9sp1wICAi(P+jMbTK@3R)d}o&H{jPWqmoe7+;d7Q zTf!cI>bMTQ{fnqf*8gTepH$|K6aXfRFLgz5gP{Q~6sm z5CBUi+iGf5F$EqLUoCfe?uN;c+`oNv3*?KWY$}gg0Dj`O&LDtdrYgQ{Ny~zhB&&Or zT1VkS@*wxh4FF?uvm&gqV_8h;WWMKRn%Wriay|Jbl*N#9#j@uBxWj-&Are*vqy#V@ zf(cv4HA5`g%2z!B&vzmb#&y^au>s)HBoZHkpv!sU6?BoYlLn2fqFtw&{PmRVC?L?d zQz(Ih*@W!PmEl*(=1u;P`1_5!Ky1>&Q=mAKT5QU>-t>(M8nUKponeyz)JRh9JQ-$^ z^3OFW$kXipkD+N*pjTp6a*on9g3$Q(3cC!9g{fn@a<}BpdWuqhlsX$OA=*FuaS~(l z1`)L5AN4-$hJ2~{(5PeqySo2No+T}$qYDSDUXsYDxd8SbGn@T0xjnUvlIc_P&yy(B z0z@@~f2WoW$7$nt19WBsl+#rAGZY&QaCysT(c-JkWx0RRbIt{00Pa;TrgiWfoRhl zhXbe8zMiRa0U0o+z@0BcM}fBhFsTKz)P>4xT9k6?v;C;JM_DE}S(?fQ#Esi!a+YGI z4Cdbbqr2ICTRc-pX}JM{WU!bbbRex1bHEn4r6KWyQ<@x?{NDF!ljd|*zQiDtj4`|7Ox|zs^C>@WX-6^<{qj0?3yT) zXdq|#Iliok3IX_QVdS`el@Y8~lvrQ>3lL$zX0aj!f>S6|M)SaZkQ}%0pK0_`9J~x+Un%8%n7)@_2gV8B{yup*OTE;0J;SvjYw){AP~&sk63zZ+wdiQgTMGSM48Tyq`NM zM6dpCS4)0|JFaTD{$$F7BMZD3LfQpMm(Khg>J<{{6W!M_`(%?WyCLb3@P2qd~z* zVgb`>aA@H|7LWbh#r!14$nf8YV_$^6R9njIeL`vwO4|jI44oqq=^3Po=(E4!qZ9A2Y?5*P2?l#R{RWrvIyVHAAW_5v%4|r2NC9_ty z8MZNNUw$gYZct6nkhSHB4*;Hfz~eM770_ltAIyTdz)h-@+_k3C=a8Vm#wR{GkuCp5 z#BOdm7Fu951%KladW$*M@Zw z_2(nD{p!zyxfq+PtHCVxpbsHa#nz(fKV& z6z?i$3n6r@cT&H9D0w}dEQPb|qd;6L)iusoc)D7G7TpR$pY&y$mILeod1lZ&ZJ-;>R%)ocD1TO3P7bV1V1V zt*^!FlS=fgj~e?vxsk7NzTyV!zTrY_h5eZ^6oGhQOKh)pi3MwtiGLJ)neD(-`trHe zZ?YQSA-iu~^2=BrV{e_sB%|Ll*g2pP#6f`tL2Mm>!)3nX*a71#f4dX!#5fIyL>UL{ zBW!gQ)S4mO*$QGS^+7|2l_(hSpTZL*fuTc#IwI7JS3UBKow|$sdAsLC1RTx9z#XmO zDLY{oP8v@dEU?(?MacJYe)3Kk`EMB&DH9W6Q@@zdEF!C9XrtL+;OVuv+4dA3zQsQH zBU^M6k1{C^tIyR1s#Yyb)9-H}oHQbLS!eA}(KY~c#Y5JdyUk2IuCR8H;B{014+zrj z(JP_fJ@fSC0r&Mcy0LPI>yxSHQ;!C5W6#{FlyT&0k*gt>sO2f%DnB4Dt}m2-n)MDv z5apPj=Z0XcW$!e{4Cwz>3YzWpX$hbMHS}1pMP- zN>>r;eyh&WZU39nN0m&QlB+KlOy&ley<2iPvS4%7Om%`>O7>0!C8-IO;xhfQyCwEb zjp;}mS?II9&42HrKrAZT-<311C@`UJeP}+Zxpx`})_N=nsV(zNAr(kvGd@=#FrZH{ z_%gR8MJ~_91C>x6M18p_ z9H{#=?96UdtVj62ic;KsV;oHumg=Qtbd-NaczKfY!w7c|*^-v}7yw{_xqAFFk_o)H zFr2w0r+_kO!qLuFKnI;K{FBuFVCB0cj}aNKtB@I8 zeh77V#IWCE3uJ(KtUb#u_&`?Ty;b?V;jrj#+epR2+AH4FHY!N7vBcT0W}TenrLynA zV_;3n56oF&(aI=5U!jM&1-b)FtoKH4I}A6Wu9w1dg#9+{0aXgZFKMVpPToux0f2D_ zl0h%dP*YS)EoVgv%YB37KfHf6A#ufuDD++W9`0(?L=Y!{0Tc%dK3BrzL*5C--znLP zazI7{0v%>c%@t6@7tbEikMM3V$dZwEJvS}k_+6IAOHFLFIZkkSWGxA}sl8ICbedP6 zFx*%8z+XV7nZ~oB9;SNL8uYi@M1`~B?WeUJeifT#f_{kfP-~WnFJ%A48sNTyovl%r zI>sR3WDYY}zT=B*=DfHt2r3N@U06rD~{`p+F z*HR+~uJ=;tf%`-L>x3hYC%7UQU?b?gd}JC^5Kv{}7!3~dV@^NL`hr)@g1cD*t-$(m z!_`y=vnp3)sNMbk$SO(50*qVGU}SZY%;;a1{% z&1nK4I6Y2%vrO~R{Yh5|@xWh9N}!BIiFmRidM!3%AASa!es-SUx-dKPnQ1v>S*-fI zTlM$rs#Dh)H1@h^TWNV`B(^K=3uB~{ zEmeLFXdrQz5_aq8PFKo0DiCz!%q=a8X^bf`UG=-vt>mlD9A;Qq^f-58vWc*b-RHHL1KYWkto^QV9k0II1 z(*8XM@lzpT1Ss63WiAVR&5MK8NL&enuQcDsCsxvTZGqd7E~IebIsJcq*dZIbCs%5N z084%hRdq`XqjNQCGmvLmI4KY%D*7aLHz`Z1O5PaodZ!(X)eDp*4n+n;!>seL=ucVF zD^s^Sb$YomSKGLaH$wPFzn!EVyc$s9jNsxB7{-L1cua)Q9%ch$Ff&|i{Hi#Jn6)_8!Gx1aFlMY_?!#Vi3YVMQexuP7)6LR9^-JQkB>)s!Rk*e(ms!3t zn06}SGb}QeVb(N&hr;KlOE`lRZ>N1%lZ(usr9>^`;EDlQt9$?XnfAXIKaOaC7E4B!SqZgllkDM9T4jZoar)q{p>s`k?7#ZMWPR55&VxI8&<@+= zjBa@T6q;FHYt%ecG5m?-O)z*Zgm}PK=@jG|cEAw*N#E_1gSsYUTVe7ZJFifPezyUOq-svRRDU$7@pMRs(TdAyot4h51lT;6;(wpuR+Bu986Of$Tf&qcTQ;4` zWH08hNn=CG-z_CQhfU0zCa z-sF}cr)iFnsZFg1`}~wn;Kz(N5tm?T-F9s9|rCJZzOje1 zZhtmJN(;G0ZvZ=()}6Cy5UkaPSiGg*iCqz7>g?4C3UoPbAalB#n{F;<=|w>@L}|y$ zsjs`qu*o^D3Dsq7>h!4-%Y85vU{Uha4A8&Q@&PL&OQvUCI5%K!bEw<&FYP@?V{>w|Y)&_Xb>TZxG005}6rr^!_3=^7tto5a;5c017B( zO64F|1G4Xo+#K-CA|0@tUwZ8RkHv`}!>y{SZeWmPkNvIAl*|R#@lu!trcHC4K#j1X zplUUl@L{LcHQ1Ul@0tr>kX~@((ooUPPTNAP8Zl{(=8adY1G0P=hG^9b_=W41R>E?A}H6 zLyDt5;wfk1{_WF&!?5wH&kc&d<~8s+1ah=pTnFaKpA%T)Ilaba^2iXy?eKV4;Yg;j z0U`=0BE_4Kbl$Y+-09waZy#eWG!s2jYnxz(CE|^d|6ky zaI(@*>8{TCl|9Zpodq@EOk^O5Pas5V&!lAI$X1z|ZdCe|z0o99?>;lkamPtf>0)X# z9mcv*|1#)UhSy5{=8{N5?d8V>KO_AP&&B#h`uVK5xAiuRNv8O*pG($q_MRR+Dhu9& z(0i%~mTx|V?MiE14F>%iJ5zncwj@84>m9z~*b8e)pWki2P-l>2^pxlxmqJ_vivVo- zaOR!}EbJ);|0_LY(p8`0VzBa*NP#5u`OB8n&e%oNcSw-vgV~#86cW3=1Zy8iwr;*M6GAA=TN}iigBU8c(#HQ zrQP1dmqW-^FvkC{w^OV8vy1ZAi|ly8?Z2A ztAuFXPEi}OA}Cw4FUt;-i+v5LCnWw7offB6F__H1uoU9x&#<@|Fl?r}24XSeI#Lg5 zzs?%+J-Jc~7a3;?6DJwu9e|GiPGNgvftYl$izK6bRaSoZw2>HD+S~+ntSoK$k7li{ z-sMpZdStzuzyunIQl-HX4iT*1Pw(DCZ4SIDC^Nuj#B4E0T6tzfy~2>8yXTZB)#D(% ztV?^ZvaSs*5@UT11#SJ^>k^XA~HUzl3ADs7ix}O7NI@$Av=~{qNE;BeVPPJ2z|n z1~b+h5UK>j_jI)7r-M~s{@G=AN>@4xiZWHJBtmx`leqW5w*+;F;Y#zMq#^PfMFknD zSrZ8EK6sVqSA6$Nj)$SuHm`{*CJK8kXB;{{U$VoZ6A*oxG=rxF3RN_dZP z*=W46OU(Bqz*gk?EEOi@^rdx=>-3SL`(M(IPh(OV%u7+(Vy`=Ng84FAotso1Xp#UQ zd_(Rv8P@owFjkxC3S7;Uk9LqCLTY)0TGQf!`6{7a9_GP6!Q z(s23wRTMLYL%Huh-u)a~UNGz(c=Q1Pgu08pX>os)n0{zp9F94`DO{veYW2~>^ge4= z!Pz3YX7Mq?PyOyhbuniqQ;&<~PmLOI&+Gddtw2UGeD`Gqp|}H10oe~0 zuUPKXDL)GLhJ%8L2w3!&`rb~m5A%H_p!Da3^mN*Hg3>kj_$5;0XFlaY5XiUSvd0!K z{JHcot?KI|Wo??XNpOsFgb)h93i0AV^{xfGpbjeXeK{c`sck-pOW&FqrWYO9fYw)J zU`y9b{(Nuhqj0IcL7g5Z@EYjE^-VXhp3kJG->a>{E zcLso!tE3n!p<4BRA)oh)u#_{@R5Rda{9z=&-%tt-2t;D&k+lae11p8Jc*LQ@f71Xx zve&OwLel>4Py5e4w|2%?kN$h~NKsB&NAeQUKCyhn@xZx{&=-HGG^KNq@{WWI{IALK z>u1uRN!P%Q4=!%)&p$Cxa_?2Fbu5x4C%|}^(E}E4n{yko1XB3C`NueB!tTK)zDfX* zX7vL~5BOb)(7X{vaIL@_cy~H2=nz?i3T?aMAkm8mgQK)0WdimFsE>X6d<9=JK4+2_ zqHUDs!|-!}kS=wWGZzCTMc0Jk|=eZ3iF* zFw!m;q)5dG9>f7^1}j2dyNJh4%t$J#9&v8>Kkum+FoKW+89f9l8W?LP{xDeQ5`XP~ zQG{sUB{QsL$ z3o>z_H2lev_?h$_I0#}kh3_XDv!R8O;(7%o)v7OkZP&mINPKzFy`@zuQmLpm3l< zv`oELIs&12o>WPNwePlo7xxpO+`ul}#zykhsj&1u^Ir*!1*$B*nK%-N*YWkvj`FE}I)cHB)7_X`gS64SosNc8pNk zyu5bao8~LYmDhT{T8R_+w;Nf#EPoZdGO0-<9~-X_%Cn<)=s+EZ_xuYq2zA zsw|odSFAc^ot*c)TgZWKzYGI;2hb49Hb5@khwT0@#6m3*cS|mBr0Iu`y9?x)aEI)TFWP*lq&K00DuA* zGYGQ(f`)X>rQQVFpPsoWtoMZyx{#$^o6Wi%Lk05UCMZf@+t8`7LOc?OJPQ z^Ox)g1sQBkTs4cR>w9Nj0jecu=wKM1q~x!o>Gr%%awt_O)+Vf0dV>`##J~p*~Ejf4(anvLW5{S<3_*+%_YB zcGL2gdhJcNfl>BBrLuN(hI!crdron~v((C6r{6b%FG+Z{vqAb< zvP#|}C|kpj&JLd?mN9w33IGITsP+8gz-IdC12;~CbP2K-B&Bn4^zx8N%E|q6#FJ0` zbk8Dn7R9Niz?DNaH4jQ+mGH_z7m}$V=ASRYRcte?AeAe=+fNDhYh=$B{KT`wE8^tb zSSiNEDl}S&z!_iMD;1XY0eSG}fwVoGwf8I||89axsePJl2IlRS=M(w4MNzRI;tuxx z10Zf%a{d-Wo)JHc zpAd(z3W!P1mBdRDYSe12X6mx!Ce1e5cPflAuuOa|7ELopJ!cGRZB3V`UYV7hdk>zeQ1kaAe>HdH4sVSnu0u302d^K(ru{+*9`Hm40Oay zv%io-SldN~vtznKq7ox*z_oe6P4b7EqmYLG4NDr=Vi`R{>juhfI~T@LvD@dzV~;_? zTT4xt5scm0AMzn|g&@Ac4oT&fAX6+R$^uUP{Naw5?V_r5(5i*mmv7=Yk*MIbH3w!N z)?3z5{W2q)x>M{@AvSh61X^bFL=f6cTou+~ut5pNnvT%<`({8b-Ec%s#H)3gHMyn2 zPoMT!YSrikz@vBZHY`nvnf8Dco&?agI7zc?WJSy{tEbtj!cfz;JBC0vbo!LxfB;_k zjYX7c0og1#OVswktRLzZG&MdrATCta@MFfhq3$uO6~C>$j18zhb$~l4l>>LcdYS9I z)A0^KE*Qb`M2o23RO*@la0g^5iE$LlZkneBJRQ34AMgV3$g~c+zc*6aazVNtGr%zd zCw8NYA`CF3Fx>kudv{~Dd{{$QrIaxq+@r`pH`Eef{sPyjPV43C=4o+8NkHV}6`YDo zl}ctdO)tnNNJ{bo`={VA8GgcGnx3a&XqI!03(}Zx|7vPY7ZU;TZ?=4hh3pL@E!g9j zmf>|z2Mu8{+{OT*Vf7E6X&b`xEuZgibIpMK1ygNk--|((lctOhA(~t3FJlO4c3ze> z$P%s;r?7$-$*~4*PYVVOHtf9=l?A3N76A4^<9(J?wPqXP=K{~Z_-k-$VFGs0rYFHY z7v5IsUxuD$S<}fw4YF%ZntJW^haqJfW#tg3Z=AMo*T^4wen|&;%Ydn(ctJz$@*^}L z8vOLFM6SIQTB6+l3#>q`J2a-N&H$%h5Wyh}BCKlnk4XN_gx}SBnK#|l-86fG4 zm$}~-xjWwPpj%$IJK51ei+@g8H=InpjA1qH8qM=Okopd}*^P=%U<4*Gh$3a%HxrWa zon*jY*mWI9?)cBt81Gt%P#rW>8@bDSD+YGkAg;mC;+xjT(PVdUNZ!}Y(|lN_<)0aV z5Xd;Mfit>s-M+Tm!$^44giKPo$L6F!;}p(Z25b`#dtG1t7<6E(jPFA%1UKbydbU6@ zPh+t+vumyyE%9(3=x z?q49#@uwcJpd0QzMKd<PJ;Nv!-1L!3uBbc33e^?M}=7q-tEv zuNb^xrbDJydBfcrq9A&eDzF0g^(r*YL^eemOl*NaE8>e)EN>eF+#8oxD+g*WFE{@nsJpnJwW(P&=dasV~4*T_@G$}=jcgsP@2k1Pc z#A?1SACwR%CE$}42E3dl)QalkgEduUz?x5k6P1vT{xJx@rxqnKyE4_bg?%R|HH=AR z)lstuEQ0s%`4-Tt;WiF;Qz4b&FLCH(kRb5tG=oyn&#P%QDHC@r%t0`m*OBq!k0H{b z!}VOc4u*#bi)lWT&c@--tdhYK7wnrQfAO2VUADXJmviX%$qZ`=w@79HBnq|I(F{QE zJJNwYvY4Ot;GVKu?Q`vLu~SV^U91SJ>s^+oShFb1`Gxr(a=D{$xcP~NwG_nVM96EY z^tBbJFK*55#qK3OX?^!_nsZreGy6OSjd`8|%zT|9nqQAH%b$m6?2{9%YzTXfb9wC7 zIW4pHfx5CwvGy~uWxZChaoj(H?RUy*8KO`B+<-p~I+wYMO)v6oGT@#32&=<5iWoxg zo$y>i++!rk8^|gHj$)tNrb#Yp9w@EirY~7jS~10Y2;cW=6_J?WFpb*)SYVC?fiV=9 z@d+5P+89z$A^(6JG%ZMcU@uFXJ&b_?`} z@^qCWe@CxDZ#fbu-2GK8xqz+_SuhJE zW4oum4^#p+_c1>sCVsM%A0~2wn6zpcfCv{inb%{(Xrf`7iqnB6cIUt5?GPAb#^Zw7 zN1597gW* zJkI?;19H?=1V{tHm<-}Iw@ARk^$$}3jqxm|n*gC4sp|IEXZNqc835!;4X%MVe!UYm z7WZjG4^EFK%E}6-!QC*h4h6D;BhDQ_M55A{B%J?h0hqc$32;n6Yig?AAFx9s%LPL# zF67RF%lR`UpG69$i7HQns7&rnxpKC(m{b3l~LuZSyz`UtiA`Gv{0 z>-bGM9Ch%1`p12_B)(L+SAO)jQX=DK!8?;dIf-$;#!|V4Q6z#G^S^kM9E}0P><|Kj zA739m#}Z)h&&g+%rE@X$!ufVwpP0iKG)h3nz(Bk1{e@G%-VzVu32K-3&D%cg`;SO$ zE!EB-`S4w&Vqb0L?fFjMAJ|m1U7i^_9MlCoX+yNdQS+yX)I0uHtSOITj4;mU$bxke zn|ck4iY|GSW0=fQKX=6AOVM!Hj43>_U~$*z_t*Q*>+b>|Nj4MqPZ>MsWz<{PrYEKX z%-I&czcJP^{ArS{>izgje-Pnh{Vf%Zw2 zp~Hb-em^8il+)w0SUEp4A8_UQA=xI&pER&2D4Q=-@t3GSwKtE3L`dbaOA;DjFf1aB8HSN&Gtyg; z20qx@kqPykwdFw!R8+ELg?w$TOy|FeFG#yTC>LN!=zQ0mxI38BbRJXTJWM9W@c3d^ zVIEC785+YC^_$bD(ar!@TlrchBd2c_mjl53u%DrQWH9%5>}==0@FmiId%N=mF_o+! zi>jfltqikuzRPYwJR|I!w)w+3KLn;+^5#wVHL1H2u3Hk~3)$G?v(}|Bg9=Odq=G9M-=voQ zdE-iCEq89Gt(?uuBp>);NCs0&?-_i+-nOZ77VW7oOHw?X*{C%JCs-RxJz0Jhub7rRw#J0<%XTxdP&L@s2%h7$2Kf> zmw66MLKptbvBUrLKGmS8@~7Po-l5fxasrqgaE84hq zzV&o?oEY@#Z5&26j)hjHT3Wz3KH2{EdSfaDg|c|^U=kBB3G zITl712dIk3n^A6a_ZvmwyVrd5=e*;i!5Mp+0s7#$RTi=O^o+F90f*;nrk9oL>y}^4 zp*=V#c*c?DyMznO7U``7L_}8A6HIJ>3UmHIUGgH8e(*X4$uDf@QU?{-r9&BgpOdhg zpQHJ|5YGgk95ct*Sie;;s;JC7}Bp9M)5=%@|I6)HGd_Uwxd5OlOboQ7qc)^4l_DY z@P~b!>m9n{bXpWOJyoY%_%@AYSkiHy8g@(s#jn7sPO>7#_>?hKw%{rYd9r5f*Qd6f z+X^!rxeN+^CK@*zru^1!IdgH94y4WDuVcjGt)CSp9jkAL*jlIg5E=7-6b(~o4*8`# zK&?>^8Z+YMO|xkzop{lOOd23D-v2^8!|pq|?@*q+y5o8D>Wu$YS3|&FL%dp%_f^aC zaB}{oPbDFWGV9xJAy z4m8lkKwwRG)Dt(4=@HGaHDT;AD+n0(XPAq2R_)xe-VzC|vV0TslSrE|8VPNX_zqvV zKkxNqzj*0aUIgMW`Q2%p;sainTmzR{eL=Ydf2rnr#`#sqXf-T`NocM4{@9licJ9^o zDCl!#;L!+RnpIv4`}!i`@omLlfBby<%%;gtUhy1)Q#3nuFRJ9x*oX)lQCTscF6Cx> z%pX}Wk+?fZvRk_X?KETh@YyIN{Mh0~f8dgm>f)U$vnsjDmimfUfmxrzR)B<|U*gBZ zb_-ort}6bFSFeZl@f^AT<4FFgRVRcJolDTp(`evDz-nAzItX{w$)GNSyJENFT4O)S z#gQOU{*5CHIlxOAut{`pHSl_*t;|lQIbB9pGACjUNA&+z`dbF%d#itJ(_6(Yj7+tj z07`eZu$z^e^YIa@gbHVW|49}@p-p4s$^W70E2E>ED*|kGAR0d_igCu+cjd>hY_1I82=1O#=h2l=FzOug}kq7Y*$$Xs9O-N@nKU-pZZcx-O3XCqpa=sw%t%a(`@Lk7=p|%V|#P=B#Flb-p5dVJm2s*uPT@mFY@KN}!x{nZSY4s}$^>gKc zFXmVvn;b)l_cNO>f}-c5p6m%%|6b|D>j|3$DfAcp$;vH&1DOavkFH&cQCT0Oa;`jh zDdd8LMK?Y}eBq`BDZ7r92mkS*`=8UA7H(@Rsj@r+JQVYC7ro61gF}t8vHAQ_7s3q? zr13P`G=S$hIM-QQC}l9HK(j+k^E8?$aKaIBA*{_ZP)JV~Jddxg;U1>sn_qN^H937# zvZ6f`+%(qAX04`1&QGd5@XkGqlOtXKNg8fPclFv5I3&BdRFAGt~)s(W@Ak9VxRY`u72 zbL|IVkr|I>Df|&d!lG;HtR6Y{l4ze303X(JVA*M|zt1&7{-qGp7`# zd5mv(y7qMc{7FjXwVZL^#Am#el_FBrwbf+%k8O~3QrT`YSZ|;hchM;Gozc&&H3Dh; zkI#rUMrXvetA7@o_Vr;xLO)tO;bfU#i}7PLAE_=(0T_2228}9s&jSILiKXqevRaMV zIb(Cn8@nwBUW2a{*C%=wi=BB8?L9Uo0U`A^!#7I-SF0W*;JPvw`A!SX$xmdE;kW$kx=Nh-* z?9V(7+on%!sPwr<*F!cpVdfO8_X^bzc0)cK&pqDHM*QVzEGQVmDKdkJ-!z2Fl#R zMrXyfg-FTsluwyf3B>Vv7K)Phb+L_Vf2-A&+Vg}=_>^jgZ9``?!furf3hilh$7P;= z6hfU}X4Nq*{v8L`h%#fuUgx2A+lP4-^ias_0Qs>lW9zOy@0uKglRfWK4?Z3dMwo6MJ*I?S9v7*?CZDGaCVyC_LrFg0#+|N#&ocO_tqg$Ge&Ob@_1ge$Q&@!> z6d+*{WaAVVdO7TF6#MXL*K4m2>gxFG0~za+mKm#^Q4FmnyoF=z>3PE^PpYY{f&^41 zT!%MboqAoACTyQo3K2L?n|K9<3lNqw=|>9&e`631fCA^p<_(x|@E(DX7ixEf(4dxW zcz5v@8T;dvcb6P+An$@On32?pzv$Fkz8`P>WA#V5+-7J5oxV>r7ebM3<9BYE~CjQRf#6KxxO^V!}ZH=ILkD;h8>W?0LSU3n8_Vh5!OQ?A=G!PjPwmJEi zha_HkW`oY^gyZJ-30}d1LippJeIg?46FUmph+B2C#-?&3|LM%|=~jwN4nbHDOz!%| z9_%D4{0$*B`-F<^6i;9d)|t@FW_qhLq3wSgei4WbBmEyQy*eRTf2@fseY0Cfqd_TX z@%ynuPsfvPi{hwHc~&0Y3!8!r8?*idQ~X{spFJ(mz%!8{)|t zT51#_8QAe-t1_kqOj1tbH%S#@d=WV(LHMk$qdro`Ig2CDEPXb+ky+2O!@!S?GHFz- zs20iG%;v|SP|S)97YJpUwKLbd<+ghg&4)ET_3Kpfo1Cugw}2s{5a0y*-{$1tHO9B> zAt32*igS}Mmh1B^X`nNwt{4|S{A${qE)c?K?-Ii+Pt3)>5gH+XwYrGu>-ByyA+nMP z(XE%o_~f*FJ9{XsfaN=NybDT!N`>nUm{79vNX8!#mvycsxW*QUey$8J3jY1bzGNTs zh^)|H5I7bt@XKKEbL&wW!~)A_?7yT!kHqqz5K4*8zZLz56Lj`2)om?mRpfpxb|X9j z=S+R~HShDhRxTz@Vf$bPtXtcAOB@BPPKY8mgfy>Ai)?MFv{4b;vyAj*uL&pWzppUT z6D$9W!h`7tGAIHC`Xo4#-cil$UR5>wKiXN1KIz0@THJ2be1pHj(_DMkdgxga2yfoc z3VI8sk8o*GOr;$7F|tfEhqW@=?dpsR$8jcyL}`Bn!gDN>o6-7G(pz9^0v>+$$$@C> zarVOkpm|`}`nQlsAU>e|2}cvK=d)-5Ezc=p+uU@y6$7SGl`y9YHpy3&ro~{>t@`8T zwL(f(l=H7x0V>|Av5m)5b8&7SwvUCGEnI@<b>C8{orWxLw!Cr=oQD+ZQpkBeCy^AB<1ChUIsF<#|0l|Mc(8 z`TT%C29_aMM!ACSqjm<+oKi;&QqBAW;w|m%k1l->m$mk{FUL!W8-lua6s2|>O_q&@ zH_ih^W2%ERD;~;?RD(c^Vk*2uz3B9R#K4GIGs74Z9h2&+Wa3i zLvPi0f(H2>L=2s1wDYrkk!Jo16gSks;LFT(aUdBhJU5azO5}}cSLO(#JEJRQd{nj& zLjOZYNN-wr&VKWgf~;0j0vP3ot0nI$%>6#-8eft~7i3L#;K+oHWV{PGtpfnZ%Xkrjx~#VkW)CTOPlPeLQe>hSxtEh-RLo!; z(?u-hSjy_Wu??V|ExX2e7m*Y806<@fQRavXVs%cGU}-UfV+zJjbYrJ(p5OiHqL=A9 zra66dgmU;<1q_+$!NDExCuYNQ_da>g^{MtG0|yN5cD@do{j4ycQ5g$2hq1AkIyR>K z5orCgB^YQFefYvLKyLl5oF9Q}YWC!S*;)2)Sbe==i^7(h_*?2HTwp5|UEWKbX%5UP z5i$NN_wj~2A8hbQh7@Bi+^>rDd*g zshAtRUH6Sa+-gnMZ^BfotUe`OidN5Et2pzj{2Za2Zt)2CdkMLl3XV)X8~$I9)i_O` z#Jp>DqK?U2>DvKFLLmgq1w~z3=>m=wIx$zlZ}aPiD%GvWoWj*pH`hkNS0PbYDz1$|*^|neO<9DIhrJ)84&7h+{s$Hc zb=$}XJ?7%x-=a>a=?n!-)*@P6q%Pmqc!uZgn}|DWlCM9C7BVHbx>^#lr<4(#Qe6U~ zoRsojM*<*B;D}q%c}!lPeaQ(cNy9f4 z+tkE#V@~G;dJ6zO8umf1$O=W7`{*>sKgkj@@Z@KC8Khtvc3+%}^#TjodU7S|_x&M+ za<)D*FJ^<4+YYPBc=K)08JuqJH?6k64PJkEWeZL-B#y zAmx0K51rL#tGZ>aH_ZY4Yjg~tHQdOzlW}D7?|S|gn(np52H-Vv#JM+;^lMj_BD%-# zl7|OpKN+U@paHbBF&FqVE_<1i6gM4A-NraBCU#fLL+eXX&@8V&A77o?k%FzYvf0N1 zfixr+9S%zUq0uhX@Sxqe0?|SS&ToY=d3(>lm|a|6)am~{v<8L#;7s-GeVazF5dRe@ zQ~YjRzA$C6_87#b(yD#tNsfIeL(%(G&;jhBOV&sKVKzcak9A>Asi&1bDlOKmO1NS8 zkqKGwc)Ml)rnYZ3&QtlD#b&A>zkhX4zgu5G7lM|iYK@= zi~BO!T!tQ3eh}Z(4F9)=(DRK7Z7eJ{?fM|26tetW=9=`vOBFpd`K8#$_c;t4)n1{J`_Jb4%qL$Zadu&JT7L3aOr zTIGL|8?;1+**&#m11=4@ezJM3V>1}prdvWq0uxeRg_371tYX`rmqPi_@iW>6aJ6#8 zzab#lES1D~uxbLC+x8fygKq>sh={ntbIelyAU|F7 z$=h78P&W>;UD<=j=%9Hd-PgD5;rdu0&gh$uZ@RrDQ?x0{l)o^+pI(?-FW?6gvRz}m zPWRWR0V3`b&dv!^2>fH{OnH@_1V|6j{7n6(Or!qyZs&%Mvw1{xBXQJ=j_NvnYq7Q3 zC%7r!8WlQUK^JKCGd7oV`RO6{mJ_Q4dR zARK8vO)GUpMFfk34}99N!Dk;RngScWdn9QHBR;n@56vg2haOFQtWzs#u zkK(J-uw!x0>2tcI!p*V7W_jNwy$KfgdWZO8N1}}zQLfA8M-lb@m*o|@nQ4~8%s^mC1ILC#eYuo(9 z+sDK*d_n$xuLemi`vc?evyQK`jjngGJ(2|BA4{f6<@PTIT~Z=a4LEiCe;KnfUn9=+ zGbQCUYRi~EaA!0Pj&!eAZLI;5jo4=Ni$o4d8f>QEFzks&`pcpFN>4yH3^K_=^}#adNL)88lC_Lc z_i>&A*~ji{Y{~h4R?HKokw9RR*1}p@I|yNu8i+&5gesOsj!{#x#Jdk2qfIodtNxwA znO&3)aXD+O5qhi=EgsC`{y~xEWd=}t`7q<6F;a$0Ymh<+;5D3#m8%=5xO1N7qs%5= zTqS65+>yw5kuJT6MS)LH+wh3et#0=^t6VGdleF4q22S?3`%EL3*OMbRdO7Kt%s#LW zMTR<8m4MM^;;TsBa}&UWU#`jX9M_DWf4{*ZuYnZ@X{aq+Hd7LAkP7mBNNDhX(-sL^d^hmb>FT}4C`Lu zC5*fr9%1aAqwWidCxJYn=@X2!aNi>;b%Aham{vXO&w5d-=kZ^_B&`UGUa2@O0l)c6 z%Q}0wOW3=m3wgWs{fn!n!WPM&?C z*9u_p=Q>xgy-fb=e(Sa9AWZN;cj}dkm=CQU!rn*LMeM6A_LFM5hsxfxHXHhvQ`TE& zM<0o>2})ImFSc2IaSlkoW!;btnYZ>|J$yEa7#$ZC;!*ichSbjO`;csvlZ)*b4#FW_ERq*Sj1+{VT_KZ#BJ zJ%g#`fJfML?kfpFds4K}@%SHCAyj(|O9@6$7E{c|+Lt8bx)Pf^ z3(0RXus!JTdU%Ldb+i259@pz#P(J&W)S7?jQ~gU2<&u4cDMR$s4$F@23q30Oce#vB zjH&45SdGQ#DTQg-Bb_|x{w)>LXU^}A9ZxSp-2g+%fkx=;OAfq|<=aCd>W-JP9Zn&^ z9Cj|MIYOH$?H07QH}1#D^kkG*w=6j1`ftjdMH^sf4Fd_XRw9aZ6!K8Sf`i3D@)oeU z-fG}c{Mt2itD7(V@X19 zn!L?7#k^|HVdx0X{OZ5|#GdTEW11#tO3fFjRbipAt137OC4Ay5@3>djc(hA-=&{^m zE_Ib9)s4I$z5NymJ;@>q@?RGA*)gSEwsY{N#FxzP|25lXs2M5cxwT0mL1e^5kl>xloy~ zH-1ZUk7B*ve9LU@J7KYJosHfEov!^9AWh*hEdavY@)M1q=xSNKKM%imVT9+w2-W(( z9i9L;Ml4aaM}oeF0P0$Tj;BbuuJK;n0}=`eiCYV(<_4`D~0JD0RSQ{{=y&ucfeO;@pKjUf_=s7HUw8 zlBvu}%REC=+EIQ>mnfHT>2NpxPxiC7=dgvatFUxW(*#~md%Lu2IEYbTvVUCG+%o@e z3HTk!Z)=)FWIyF6T)Zo%0V)ze!~JDv@ny7RtAbu*Q5hHwTU*do4wS5>;RYHlygYo4 z@;VbOGt;crKc#|)w`YD#;OX#ee2$FDVgWg3LFp-q?F%Z!zcDl|1u}R!_A)t5z?QT# zk->%SWa?hfNH7Mnxjb4z?9cXU0J?#rZ{3 zHWLej{ag+~wdzWaKjE)|V=F&Hfs7KTvhoOZMmCF^Oo!;zEgbW3yUeM)jTonHxt>hN zy12<>jrAskG7j<}E&YNU6v}aSQa@^v7Dw%bhntMOQ@}&rH+QdmvzSBWz!T8F5f<5BMX*~n_<9Rr-x_l|>zI1V zWmx(@d%khjcTX)uT#ZQdBiHoDg2F)F-hcAqkj8M$x)bbCwj08GPK;<4) z$t=?`tq_4;xgRuQy;t#v^W&jnooPKPuyNsBzat6265y|EWl;QOq)hqr(o>(+Nbw=V zCIfJZT=Y5}{Kq)B8LB!=Sx@(87Y9Y5G#j*SH}LNtYu@reh+M3m1v>RJt80oAO_uR+ zLQPZ@HiAM?z~g<|&tjqS1avDJ=4$(A@%67J-Yt=#*GI2^;ymx?%_`VVHlEmxv%AYy zcBaGo`w~y`C@S)xmw%vvu>mZH_2+Zmmun7a3mVTAg1yFbL++1ttqwQi4&`M(=jeTA z4JE_K7cp?Z+Se?12bauD3&XXd_gWdr zmD3!#bKRp})+r_xz6oVCe@ZyQPo{VAEj+XBd${LK0RC@a`*TlOIm>1d3aA~*>VS1X z4Egcunzz#I2afum#why+l2?DocqNntB{TCGfB`BVLC0_l(bLb(j213YUhd{8 zWl~Y#4WptGXG~0JK^yd(!9IZJlm8ur2H02me^~35h_ExGG)}DiUI-FIU5*YMfgm)U zMda(O>Ey@1gV?STh9a3=mMku0+c3PAyuYhBu@_4Q3~q#|K9u~U{_k%_=~HI=%pMB- zHmgtfyD_DtOxHZja_Nzcva&(%6~`%9Oyxc$HGWQ(8^)7bTBX|z*{37n?NTL^z|M4Z zo@>cArrj~$H96295RnS&5+|Ln=&%r@SW zgK+2Mve*aLB^I9@IVDi$Y0N5wazYp(Hy)uE(+U45zktL&fHTTF_(Vp-0Zy`!TtFox zaKT>EtFu+Dt1|FR>kBQ&URir>W@H~$6p>MHYI?sTz!E<45@6;dwDV!?@$MZgFHdD< z+eLtX>GR)fWK++PpD#ts&lm!L9TCqAkMS_kyv#TSz8bm9lD(feV}P6yAL?xZSbs!S zn58XwtJ37Or5a3QNB* z%rRnfev!zd5)>b$P`B)@n9|aHHY|$=tW|ZwM;N1RZKG?3!rqMz4UTLilSHj*M#G)} zfko^GQ6dYTpy!e8zaN3#PIr}1q@z|1@1aPAzD;MMps=%;2unftzBU44BV#KE&izl<}?MRXRGD(cEU9LyjOJ7^`^ z?WoECNED35*9y0G!bb%}7o!;cfQF(=;(SI1bgcjeWqE;Gmm0`Gb!9X#VwFx;rtpwa z+E;*jqB6I;pS^a9YDB4osA(0&=F%t2K4F>(oa9en*_2~oM$6)C#U7`KOB3STz@Vt;yH{G)8;8|hgrZXTRsPD9#g;KjK z;4aeY>Tze7XI=yl+7$RCmrtcB?LJi(1vU-l%-!%Mz@psCE+y6q3>+Q-q>fC&j5Id! z?$T0kRxx(RcU=aDI6Ca?v&0bA42#H{zSy0%!LtX6Jd*92o5h4Shy&qkZ)D7G>1T#N zdG&n)eC+PWK?iIPdF}VExyRYroAkTDgK-YhSO{)TUfHZtz*C}LVvvbiU)atrr8>(d z_g}-70hf5da(rwuz4EH1V*~qkC8-$qeE}GI?{nImwdbRdxb=K7P?Ro;zIgC`69sNl zAjh+$;q@%n@9aTQf(@1R{fuFmCB>D^uArb zsZ`!l>YQk9ZOg_OI^Ht%C5z$b01i$_@w_m>&WwixoCZyufAab3a) zc3mqk^7%eIcs*nYy4?I)J}Uk>j!d`rV5Br1#{BUEq+<l$VMr z7~O&ujgO1sNFVH0mqEA_IV8H~(j6>VJ^39Hug=A*&q!DPT;Bs*BeU~S{1Hl(uX(t6 z#E_RCJp!6Wxs>i(>rQdTXPC<-wGC89VE4(fQLicIC2>iX!d7$gl6q=KtZS6L z7Y{6G@=Hw@9R;mNx`l1p=QD|SNjG{)XwPc}vl|~u8r2#~4ASk|rn^8mCHlNh z+rDt#2WRw)L`tPn4R@OCZ-}UBsT+yEKi+B)|3CXc?VSFEew9N4D)_IJ#K0pf+v>v6 z5<=`XWpz#WBc{%|E1Z$AOih^STK=mNJo4Am=4Ca>xet8 zeYfTGnbL}lE=I)S%Mmc4gP2`%j7Tiwr0rlyCap6JexZqTfhB`i9RF}7BlkYhn39tR zwgbuwWo6HOqd?QXxb$qm*97Hsk>P^1p#)1EsIMC(;JUG(brrk2>)6oh@l{-~# z=6-eFws!e$gb934wUr2Px!!t*L^l%t2XQ-7Zutq=6NN=sO>e!EqAQAtTSo)bx(uH@ z8ub@^ql`&`5%9Z0dh&xEVa?3%7485Y;*V}Rfaa3FXFh3|xl~-HeQqo^?!>6mW|*^N zYhkk$z!ac1X_)(oN0u{NkWcEe>a-An{sz9$qQpz%PN#`UPAp_+Q-1|5k$d{Da8K^V zYxn`~n@L0CEH@FCub2pk1443M@Sc6!@pk^D@0g*riECZ%ZXCeN82)^HSUdHK$@^`{ zs)zPtg57)3zZ<_TKNkwL6#E4D5WtBUnEGs5;>W>`$O2jHl+H{lU}>c+j;zx~8_7dd zDA%oE!i4C?V&VpSGfaVoP$%90TC+Ad*+>_dpt%F%-*wVZSc+{QI)+C;(Q|CqWwfk> zhO+llfZZwi=gFHNMIWEM(h!|z!4LNFHB2&ozx3O%KA@CbNtNJhbfYwahI@<45jZcL10LDcIAKXgLjjU z0AM?HKVGdAD$vId4*Z+7a zc0OZWRB&lvuG;G~nIwO+A}e5N7Xud!4>tIa^)3VFw_1=V6Qm%u#f>8q*LcBMrO6OT zp;~PateTYxEYwP8(iKK7YaCrlmsCL(0`9!_)EE~?XST6~IEpWl9h^e08Sl{vJ30Sd zY=cn^XR!&eGX9cg4Xh+Mh2- zM(U^kv;nmk+7&LV-Nj4OcJ+%k;gK!N1xv#yff~bYR{M@}2P+dk{_L0)4iyuA& z5y$J7V@5aH=v5>t!H9^K#`i?yDUEn%62GOebGy+2@^oC^b0w+|^D|v5jI^cnGI8bL z;H9%O^x1Tyw~!y;k#~T%8aj#gY`g7_*I|l?=&!g+olG!V3h^Jdo^mRJguT&;-U*S5 z%{<=Y2%KC%RRk3Si8;_)d<_^HA-1%StzXqjS!JXFR1347=Qq2MA61XaPh!<=hx5Kj z7_G;vOGU&NVZE7b8P#Hpm=i2cks5==@jX(YXtWEcALGIAI4@f5G-p9-TF@$H!PyYp zUm=M85zUt{)rr9qHYS{`$bccr|GcUac#mAg*&HQO z0*0p7bX%%#xX>)&bN71eLZS8@P6}kcAeR)-^>>);Pp&ZhpK%U2gB};gpFP>hDKt)2 z-ln%q%U|qnvdcQSD_z=JRCEcn(j-YwTzGgJKUacn8WpX%+^~F`w;fDMcf3bza#6n{6|?*0~nUj^lM9K zTyl)VT+euyao#oc$go{9K#56Ts|@^jd3B)2%$C-j^KIE4k?^Uq72fX1s;nOK@+!H! zK`RyG?hMLDR2!*-eBSQ>2kpL;Pa)JV6Lsu`U372Qh&_6~mN0*|xI4B$rlrnShC1Ur z9jy|bn+aMqv0^Lcf=p-ZzET{4o90c2IGU>PCzSDer$7ZLFu1ywbRxf3EDh z5U5jZ_LsLLjA7d2{gjkQJLCCCS6ZY^)MOB9>?WaiXOeQA!lQXk8kB0ekSW1(YIbj zu>Q*U(UtBZ;ya_2VEf}mC^Wa8V4T=SQe#3jmt)B8fLC$XsmWA@z}2eWknD&0 z-#RC1FGtiFj$C&ZI#cz2E!8!es35{=DN^uJ1M*T=8ml={=)=gEE;BMJs+G;WjJ1#Z zUZnS6%Lk@XXQngW`;Dz8i}G&zyXStl=bO8`tMU5wi@MNN-GhewY>tCf9zT(z;~XAe zEBT4wgfg--BB?_naa0+y?dX3JQjZqOnwzs}&knIU$C7swyG(lOVP!5Rh}MNHWyUq- zzWLqmhUCMOUAyo1i{7m-G!A?s5hT^CGcg5eu6SG+(FLV3012!%pW{7twQoF6iofql zJ6jICaNXI;KCwHeMvcEH0Z zjYhXdsFNcC8uwL9ZP5u-1!A7i+_3V$CK9chZu3Y z=6`8NpD;U^bNWW>@E?O))s;&{DqP|ZuJU{@b``a>wp}JVRv4w8jlNey+_FYV&H{6pVH-*OQ{ddZ0c6 z2QzZ@+@VhV{sjolINjV z7pIeXRbt2PNIsAXhVT3g$62}7zZJ^KplY=AdgQvqoC*m1-1*Z*Lc&H4lL=Kssd zBUhQD*dnb_u`p_TKT&kAx^}^IZF`0)cH{xlL@sDCp22W>Ii$zz%pUNMq^FhdG+3?S zc%bp>MVv21Tg(^;!=>~??~*F zJC1{QO_A!!E%C*R^vkY!@Xx+BEx&%PoJy%Qr!=$ktLSZTfhp%eI`$UX-o(4BAMh^g zlYpcA?>!1zPnr4Q%`G^qdyAvgO<_Uks_n|^gpMy;ZeaGzJ?Gc|KYEed2+{PI4s*DC zoKM`0dh-sG9W3Z5F3e2WS1e|--tmiARUp<0ivyj78JSiqQAkhePEk^C>ierPqIuPs zjmOcSUAQr#4|fh>R3lS{Y|cMo1^z;=AfL&lED)jP*u?=u@>3KheAmfqGoIUxXJ01A zT=BD#OzrABtLH!>_Um>EbK4#=WTX0D*)@A`?L5;bCD$)a3W)%z%w!Sy%d%&T44czY z`WJ;H9QG&C5fQxc2>w@U9tzAAEab|w{u6ve|3o8sD~SPw7;ZjwSvboBNJ`+sd=_zr z*)wjVrSmv6jv%hsIE+6E|2{*vIUci!4$b7f3Gg*PU zh`beUX^~_>cf(PSt7qLP;l8^z?k;`q$m?10Th#GgC3YtxMqR;gMUm)jB>KF#t8!X^ zHpXZEdTs)Bi3MH2^60ZMlqrYIRN3v-`R=N?zJK_s(#=0KMy8Tv?yS2eU3F~o-3uH5 z4wUNJ>?LoR!E|Nl3xp~2|EP8Mdma1?G#bLqAD?HYfoVHVl+6;-EXofUd}ujiZ>qAy zjISWrS^2G>D-q%F9f_wY2dJyI3!Q~dJq;|>TlP_fMMt=WYNa274@5;rXH33~zN9Kz zTlvx`>WUd3EYsJAC2v9uvF}Hg>TX>~Tzp4{R%DJEV|;03*Hkj6mJkQq?=B76l!7{u z?2~-YHrV_%R1rW-8k=*J@@wzq4=CoZ<)fN!3WX!GFt=<3VV-Q|GgO*Ng`vxj7if=* zIrh{saNk+0+#8*JplvQEk^hK7G!7dX+8@m~of^4nnh!I(7rXOT6VJ}u!uYuM^xJZj zHRqcy!%*S&tqBdKuB14r-G4lc+(3)~;H?dt55+sS=y~}~`$>BdVH$!t{B1)5b+1>g zb=6aAjx^*31Go{+u#@>CU20eFxLp#!KzY@n!17D|qJy@`-p~_o;*h<@FfFu5^eIFB zKbx%>lh@1I`P4&aFx{rZ!fvt`Ibj^T|7Ep*>Ur!6FBZSrR-l|Nl5J;Zqvxpc{8$|j z3a5g9W3aJCG_P~Gnh?$#6s(bv3jLEHKV6%cf3sU>{x-wyCXv>&MWR6gaRm5WQS$sn zYERYc{@Dw6e9g9oV@}0cbFxX8XWT2BrLWR|-!8IwIZ&e1gZG&xCY*xfEAslIIU(FL zmT%M@PPii+`Zt_O3Ccmb^8J1u?|%DS~WUrSE2TY<(d{NpbZ&smN|1=rMk5zOq^ zA&7lca{T*v$8VCE91q8ui~`^suP~bYN-6UmzhB#b6rMReJMtEfE#lu~?sL>deS1UgJ~M>6 zyf|F;IrvVya<^%i9#5ulTaFN_qV9Nqc{1a?==CFQCz-V6p7_9WW-yJ3n_K+hA!xyF zmu^T+W#)|R>KEEnQeZu$S~#&X>OJOi@WchgU%#*Bb_lME6yznPTI#|4)2XVy>$!7D z^a4Km-T~eWGnn=@JGsp>2BQ|v_cGma5H*SJ zrQsXKiRSX>g&>Dbj`!Ft-{?Wa>Pky5d`4c$UqJVgU8c)-qn5DT#}Wx#sk*d!$7!2- zCj{r6Fz1EPAN4Qji@e)kI%$XBv#}xf@7F}VS<9xd@kJ{aiwON(?`}P=gqgo`iC;eF z52mn@x#ioQ>-$_Qef+sikTbJ_*zfCyblaAxspphax{w6-7lKZVGToo0E$Q5(DyBqw zeI$rEcxV{menkCKK14+^M#tqm{6!gntodS(1w1=AY&5eeA zLwi{l0bU&c+Whb5`cJnY+mO;u2I6I&cOPntTayKD<0E9>glMnfJT7-0)wPr^e<+GO z<@=uh)7tL4Vv0Pr)&UKpw5N97{{6q)q}&8^ZFy2Eh@;n8d5qp&VaqP5P-orZgg`!MVX+KbjO@g$XaSk!K%6oR|*JmU#?9(PVRMiC)ybEIXJzcR0&bglDu>?D=aG0&*cgTJw>Vhqb0WJ?Z?Ga zx{Aq-1U}j(0;gokxcF?~{Nn%M4gLg*dfjv zoIu+i>Y?|s;}U7?J0J0%fngV}ayeGbFXYc~=b~dHvyXF+C@HNC%l1s0YJRRHHq=CZ zgW@}xa*10!PGdTTKJP8EMl9VwYOj6)mP0LS(!Og*SjnHtiE$?;nw)3ePu+n%nE8x4 z6t}~cOLvVIoVA*5<;C5={$Eh3(?6e=19x40eng)R#G;;3C{Nu8C)GrghKj4OxutJ) zlQ5lggYbqg}gyrcx)w;TVmbYSTG|F@f>n^f&hlCaPN>NbsU{dh=5M)&wb@4{i zU!I5@DO<++RBp`5J1ztXBCD!xqNLZTa4U@HYBhEsazFWdjEqks`2gqxE&+hO1f`SMOJT`N(u{C#x7{fmV#O(>%iWcTth@-aOLC&DFJw(xE{kUBr1! zFVoEo3!f$yc@c*Ehq|RjFVe>Edk%O@_xPz!D`}9)z8}sk08(zzS!%jPMg9?SWH_HMt8 z`A+_Q@n4+BsQUf*^@&@-VR!^SLN(ocVh9_l))_{5-eo!O$ogPges$7)wt(|^rhYG4 z*9pIqp8&Egb@n(PvUB}GRWf)w*qi(*i zK>HeQRgVe+=ObIE6uniEx6`X5%D4P{kKVg|bzSv!_>q@@R!H~EqbO?lj&|K_geMGe z-&&cWPOls5sJRj6u17oF8C_sh+VGJwl9Y?rVf&sX;?-A|3dqN_(0ZRUYHOIt?VfIr zvyC5h7w#qgO^x_c`s+Fnb(t|g1X*o4OF1pLcf4JJbRYuRo-HIJ0ui_&)qHPlVuC7;sPQnTc zvJc~|I2pN>mi%&>z|gbHXu*vhJ@3@wN7C$0z=YQ_dV(#bDjAT!rfkr8bDXqk*L?|X z@W~96+T}mgK7!Ln;27=4Olx%EaHK-qvGXEc{ca?+!fs8msEBqaPOcH!k`*WNN45{a z(PUju#GNAy(?6h%j%pPUUb>9qtLF$c$?79=Pwr^=9Jyzs^1kogD3XdT6|K{E8~6-J z90gYL$eNHyo)8_Ww5D#LybZZB=I(O-XzqYhx0ZdPj$e|&u0 zH*kxdzty*>_#h%B#j}0tCEswz;fk&`Q1eP>p#|uvh=2f-)M1Fa3#a#h#Chig;;b?% zL#Sc#$;3=L{pV5Y=~?&rzHP&EQOT>JNE5P00Q)G9^bJSeOe0sDuxK03#)JbUjyf4q z#XX}pH?8F43?hOL^&Tja*C zwzPW0X`;OJ|G&7}akaGHm_7`l@NeJvXCqQ~`%&!m?bVb}v(Jrxid;9thYX^KwFYButR=L2`zZJR1z`$^)q*(Rc_ohwGEk_{K92|In z4AXLduJK-~lwZ2<^;vm&`5Rr`i7FePlPua*Q`&3D^uFOH{sbw{t+-8P81~Qo^0$ah ztlKpb%1^iDroIxTo_9m#TD%RJC`Vg;`lwu+_V2WTc+;ZC@0kwVEpZ_oXZ zyXT-&R)48}yD2p^J>8QPDcOAvnsAv`6#L%u*R0QP_y=aW^e7@Sa08_`OdvMn59wNa z^djMbcB7@X*Ru(?*VScSF4#EP;ZRs4B8ErJ@6V;LQ*Nhw1G)m$Mmn$JDIW29z5Wau z%42k+UaZY?ADwi#?{#B&dHjO)@vGe5EdS=O?R*xGkTxc+?B{EZ$R^(kBxtGnd`=4K z;`}uWvK;_npcRVVbkjIE1k`F<<<3-)ay-0$lq>bpUg)K}ZXqDljI+tB)s zxq)?VM0E*l*N(^I^xyS|lGOFf%G;4OT@D?;C1$m7M9cv4!v3u{4j9lBpt?7hxtRVT znhOXWGyInX=$$tAs!PNvl$O?0Yfa$M*MI)#x zp&;ktj1rnA<#$M3!{s^?>iYS>Xi+iPGX7S0lt)JSfZ7}S9ei{zchHfg_&dhDyutp` zP~ff5pIuWgu-3J}kJot+L}Jf)_5xg$Z>2hhwZMtH&Vh}ANYfGscrCilPGDQ+l{=KF?8YSc>aT>;Am> zAszQBqT2;{rDW`d?5?GUWUM)p&XG_!-$QsFWi=#T^CjqQ)sPhRBrn{(#$)J%Z#*D~ zy$5oRZN`*S^=}L|1g@8aj<&#yw+0^a{EKod|BtV;42!aDyY?+o64G7L-QCjN-7$1` zhtiF-v`BZifWQFKB_JgwNJw|TC(rl)`{B09fH-sYvCg&jr5rSOgP>QL_qRQ5GGcJ; z=$Df*_vx#rhdx2^t&I0u6G>#&AQ^@?--Eud)3>{A;Qfdh?7DGSuz+Q=!v4Sm0$Y>L zzO0?X>)mbziqBoFd`_dqqCr@u( zS)o@)t~+qj`2-xoi`di0*x7GU14P+{2O!8jBuh2Glf?V`#6I9?z?&!K!DBPr;Jyb> zBKG{}%ya2Fe(dqedH$_vhA1|b>8{X|FvmqG2o)%g2QoB~W$DMf0D`(*Zu_zK&qo9X zFR@h|z+3dU#s6k|-1RWNji&B7FL4iz7j_0tg<;5f4?zs|l+P^iEzWEw!bXz|WGv2} z!vl}0kH^!jqvs0o!rkOj>)HwZQRiJO_TlXmM`veuGzb@V2Y9-7*EM%>nSoP8WL)Cq zLN*#;X8*jjeC~Kr>a*E6l?g4?q+C)Z8kRid}?yU%u zozvSj^J+hlrY<0lwv```2RzM0V(W(R9^X=_usnKOh1`mlvVR9C6c>pFdq4yfXguRD z0X<+_eyCVBW7zpO5xOY%r9k}4s4)(DA@n#u3_5cKi~N6#6Z08!_2B*}N|UL0R>Ip= zet2Cm_8Rr{(U3(ZI5_y+`hz0PdBffHC0DcpWVnVS*?jNUyR;4URVLcuIV<1_kbGxj z(caLAJK1dhCbZe^^(b;3)n(kGx-w{+RV^Ez&dRhFOqVO*0g)4aea_D2jFc*EW56CR zJ*_ngq@}TDPwgw@0w%%DBUeWWE#Fu|F7y(?Rb-=-oeivZHB+Y3ngiu zRUJg2f^|G-sSM(ukNd}-Gc}i+`i1nOn(sVX*VL?7c+BUdwrJda#idLCq{=hlRf|rE4eJaJk+t(=D_f@UaKOJ~-P`wZh4;ZBz0)a(8_tIl3)Z0N zZSwmZ|I-e5kKt^;m>LNH&2_GAtACq z6K9;K8A6<|z#E?9;V;3uuGVQipS$wGJkdI2VCWv<_Q5X9@H>hh_&}dNW z98q?xe=s!2S&nJe49W`#^dh=$9&$?oe*wX$TR%Y)$1a%;w#Bl^2DNPM!M%XMg!ujK zmd}m3wTb|YU1z*XI%-f4Hc(yN)P#=X0}IMovtBw7A<`&`wgK!394Aedd56$p`?+(F zWuxaK;IYdPIMX_~44cY&RKN*loFJ6)7xNVcUB}koGp20=*iMLWPj!NIi%{b29ZEAZ zfn}@t+$u%*ogtBl-Z{7Q9VjEbSUq0~?mG@HF5B>7CJ7_SskwbhiJC@1LZ8 zvN>2=D0)?GJ!X{&VpX4~Tlo|Bri}AEe$17CDAvhC=hJ%?}3J2;Y19mtapMy`<#U^t2`+>3JzqS|u$HlaaiS|&?eQR*` zi{y|n2D9i_(^Og-36#{AX!F&-Q;lWO%byyGii#d9I9KuZ*^(y23g_F;$Edx|ft<~- z9aa>@k+hF>#-sWO9~Q{W*3q-HTQw40?RaK2DO=N9do+)x>;-aj{}=*&*UY=t;{g38Pg$u zDF>|n9K@wf`J?apFk^kPUVfN~+9POsJ2|CYCCyacNj*^=_z~~0r|@Z>&*;jevF8hC z8h-*hjKbtQ;kEm^8={5AU5bdUxva--f?(=hM03A|iMluxz^t3?N9Y!PoRDUE^;%4E z5?(hCb96?-2ET1a3}$Z3ih%raex93g7w-us7ojb40z7DDr)(&L$~4^c^ucq(a1)N* zSsGO}^SwSvd4iF^DCq|!jdS^e6+B)-;zmo1ugrNj?3^XmWgWh7Cb#T<%Y8Bi&u5P@ z2Lucg`UdUue)@j?gN|vQo50Z_Em-zo=Q5^Tg{6IPDYS<%I}43xY9GH$as+CE62uL6 zLZ`#(w!RrR0cTLhak9lB4##}_V0t5~gKg=-PN;RV1*-MQrq6-Mo2%y5(4c3ko~zkJ zU7m?qYAk9KA4_3*0(sJL&m_oXHQ{mvw_ASKXt}OsP+UO;VM{!IUe3>-gnLtZvgOKd z+nYqx*sc$T>zk>ob!mWS33EE{&4~0DZphR8so_>8HuJ&(6!{6C<|rd2kIW#HuM`6+ z@hZKZKf>0qmLT}GkWnn$sevgds$GNEY{e)>-0Uww#`z5lJ}zonMX&nvjU z69^Vf4M|0;;6zCY^@)cn8Af$U2DksVT;^g&q<=ZW%|4uhCS!g?G%pcNRBHxaATG0Y zc_P-f-+N!;l(*V1Z$~tsZlAQ#+NTTrIkm!@^i!e}n`9Z~F`eht-(y(wM;3-|;|Yx66@)5D5Mrte&_uokyK z87wC)zA~x9TNVLxTURh@awfGaybwZIKyvM!0nM&KEiDELH5x|}|3`_xE#4oZ$K*il z4ShF;Q64N4<4@*j&buxNX^@kBk4}=Q0e4K9A&q zD&hukD;j8}z2$)=>io3Y-{yi@kG zFbcIZvZEI3cR~d+HFIEqP~Z6v_>=Kig2Ngs^9wf})<*T2DX7Y4;|4c+3^33?6@);M2=3f#1Z6f+U_hSs)Bg zQB%O|4GIXf)ie5wj|XOAfk>o8)CrzjNxCUWyhO(lj{dDQNb3$YrSnAA(Bn>2w)}b8 zK1ai`U&yira#^%aed;c8@2#mkmlJ9h$kqy>FyMWV4ufjnPEf-vhUaQIMy#|tp?P&A zTUEsk5=UrYyRql-59;oGJ`;Ic`gR&8`}<5|!Q=0ww}pF!aZ)a8vUgq__2e@O#X($fuMa1Fi&mdNrGuPyg7jhB18sQ&Av?jAGg#44IqwZ~N!+>bpWsh zH5z4LhK)e+$Xd~t>`{b0M<`12_}3lFm*~%;wDM%2^OG*G%c&MUg>~yM5j25JbmAOb zRT{RQ`bRF0r-J@^2Sw`i+|B)4ZgpPv&VRZn&CJQ6N*O+REqe0$+vB10U)o?d4TQb5 z$IjrPXe?Sjm-YW%)_4C5rv%*elRZUxJli`Zn5!eL|6s^s`?OqgnoSex?N}|-Dv-(O z$i)1SrVq~>g?YYZoOeuU#gta;CWSUU5^C=sI=jf)+TJWU21^K2e@Hi{ZT}5Jo4Lxi z@BIQ(4q^}S-pzuR-Q=6FC@24Cn=CwzRfo^e6sMCNz7;0nxt#ZsMzirJ3Vu)Be9a~z z+7KDdHj^h71fA)cr|-SCf-Td-hI{aW;$QC);)y=awek8*9rxoxJQSDnN7 ze(BH=9xS*YBS({UGARNDKu~Y zdksi21E}V9*sN{6jn#c_A-s1H=Cq$+LHLZ^TwLX zM{^Z0wxb37j*4+dO_;{+r&8KQl=OI}SZ5435l0M0fIu6WDQo6-^3RG-D;2yf55)2(A7_m>gdo}5*luqoSX#jJV7sI3P4n@iA9eO*D@dHT!bW7CTo*|VC>3Pl z>x=6t&pxCu>O-BFjX0AE6e7F%XC&nD3Zw?w?bES(oJ)WK4NGxmLp^F0q(1ymNf z9aibCY7^W)O-V^nR8e{Tqz0{vep*`6A6hf13@KoTYAuo zs@LIk_{UX;e!%DQ8XW|gJArI~>jj_@`AO-UOT^C3qk?@Wx;lW>O$3~hLcj(VQ3hsw zFQ^Ss`U`(I>~bVlzN&o&3kOyCbSYX{Q4KS6h;_0w!0<7bWNz=>QT?9Jv{oTA1;XR zae1~v=lc3LbaxFWRskh|dfsl^m*GnK)BD24H(Y>Z-8Z8?5`JU&$N;h=17`%(^Bx;! zGgkRCwaHzQ<=xQOc3`p7`ZzHVUz^+jpBjX7NDVS8Rxv7JcW@z$;TqVvmeksddekQQ zkdl)&%mcS4?Eg_y=T=RD1mj^mfE+Rk5VhYb+!hOMSR2){H)6i3d{}oo5+knt?d9QB zIoE~xf|D7p^bvERe}2y<_l9hRzhThr7LJ9neq9~xKJ$KgQM@8k4QuDGFhW4jXDEluIwz6c9qdRQSTK;qw`Uoh%=6 z8AS#~?v)%nJ{nZ_>O6f`>D3va1>jBkMUZG)?4tyGu8Guf#qR&Hng1AEB(#{Bxip`k zbJLcByCwlBRNnsF{Bhfdn>w*ZGYL1O!gz~N-f6j=Q+9*{PM|+-uqH+$qUcRpH+`l9de%TP8*RS_CmL^e3=O7y72shN zyX6sB`rmGiHF1BER zJoE3l_E%I=dhBw2>Arcv4vy!Gf^R%^vHGn(b?=}>5fW8VWlIE;e^28MekElywNYkK zSaqnC8Y}moXRY|aI9%s{0tk8^rRT=YWK3@tDq%an@`S4!1kRxUGH!1FkIM4?L2YwVLfv~*o=IoEbv0jkr?oP1&hKBrEy~6*jj9rq& zgwV6K44R~F?yog+)!>#94UlF0?Ni4F^$x9=?Ui+#4xsQY&!b#`Uuci+G1&(kTO&pY z-CvGFL_cXZWk{;W@A6`zEmz;9lty_>dA1fgAVfzVYQenvdnNKJyYs(Sc2077GSLc) zdP6b4dSRd5wX)ytuAotSwtg!VG4dYe>t%^&V_Ih3YQsVQ8ZX!~KYdj(9)6_E%=jtw z5agaBIMR{7>^somjf<&!&3k><5n{jZSfrP{~#x3SSB7 zw6W7D{=1(r31CF0PNzH=$zT>ql?HsaO$CQi;zF9x*+y zY_Lr}Mjoa;-psjGE7z|qR4xV7w9eH>YuN@Z-im~5rBQmp+z~_kMTW|Lr}7!&EL4Wy z&HZ7l-9JxTC`d5Js;vLaS{zKQD*xen(9F)euG7^5K{i;zz-VEB zv-bur`e#y7;rf@yUp5_~F2^^rFj?3a1J}UFs)I_ zrVwE&_i2V4f;yA&OQF3k!iIj4*nwggnoB5`bV`05t#>eBm)f zljMM8+?w$py(2(NfO1*v77HJT=2U)JZwHDC{}TjH;d&!%EM&34hKbh=N58O*>Q5sO zNAoF0`T&x3hj_TDlZX&dB||l z_x?LDheUIa=0t{+ON7PL@oy8hL8hUqht$g%drH`xgRq@NC1Vz;t=K6Tt zwdYWcFSmp~e)9aTQ&Krq{PF{oY4os(%2n0>)JfFo7Hx2VSO zgLI~KN_d(9ZJg3RzCkVD{=UXF5HlP`8XGeo5yCc&k_y07)=M6Fyx{ z3Yf!MmI6iH0}qAE37tM4NL|*Ht3~TGzIG9-%jDOpmplhV-fb_+8&zr_L@RB2>LS{& z55G&lUbsrGoT$@^ZR#CfjW+Taph;b@I}sl?HtX`E#;)WQA%N20q>F0rDy;kf3On48 z;-`i_ZhC|IedUC-bQBi@W~Yl!%@lm_Jt~M?xC++d5UUY<3Q+f8W5X-fd24jpxMU48~+_HnZ)O;#pau5l57aM3%%p(y}$d$T+9_j8s(2y>@) zD~nUnSP%+E>AYEz7>s}bf&J$r)4$5U_+~NL8|G!HOaQs(o&DPlPd@C{VI7*qUv%`4 zsBevdw2=PV-#4Tk<|%DWLnZU~Wspzx0ARiK=YW$u$QD3T00WnV+_nJZTZRW|LdLdp zAI|ClMz3$H_9BJVLvO2S?A5&eIiG=3@@riii)wam-0trIIt~=yv-Wl~Xt=>Auytn( z!4u-xc?VJhmrL6TfimxYK&5}^O7O)9*tJ=}Bt&OnT~_c(-^K29ozmZJ@q(1RWaSVu z4d{T*fz$x1cO=hp%k2*tk-m)X3+k8N$;?m$w5KliT0PGHA%oF`PTnscAN4#30U*Qm zV^?mwlVD>LH=)2|%6Fd~{Ltt}dIXN z*QqeRK1UJuu6{`O4M-gw+p&bbslR;{+{TqA3{KWQbsO3}3Ni11n2igwzO^YJX@NeE zM~kZAsbML_n#00fH5dE@A)hGRXX^?U$lbU4gopJ1ky? zM?yIgD++fek115PPfLmAL%S*t3-4E;m~q7kZ0RB~61GG>kdY;irBL_vS*OGmNrN1Nc!CduVvt^j-cB^F4k!5Dm&R{#Mm>oax% zf?4K3mlQ8JFSLIH4q~9esh`cs?xTYv03|#qtGsx4P?|t)6}RGklY-!P!Dr#`;F}ws zsX)>yq!lUtBNEnY%JI#)S%2o`E)^N%Y$tcO<^O{5RXQU7Sn#KsD$c0^DS=%w2PCbe zXIf=USH(yE(bh~QVIoSaw<0`>2q6Kn6IO_jWe_dsA@@g~Kjsxtl9HB3N7!`nYmA^8bQ${O-VG(=i@TM@M zin~v9heh)n8%~nPzm6_(5M<1EM)!X>9cq6G8SWND`kW2Z`u-JMd*P?dUis2{jmMe= z-$Vujzt^E2e*!Uo-}6KM^EoxY%WBOk(k0?y?56G6rSHE_t$zQ(`M(*eY|spPD^9}& z6MwtO3D)Wv5pY4^dtlMD+Ku01hGt5)(%8I9p!%Y6bBBJhk|}+H;ZdJXRH0j>6y$wI z89=c}vz>%4G z!@fd9N*|rv@Z*uP=Ettw$1U@h;;F#H@eBiNjTI@#2^wBJpw*|=$h`g{&h4yA-IsKz z60UQpug(rEwLAPQO?zqY@NAWo`$+8yI)Wet9{T)0^s94*t{AYfJLoZo)wh|>i%U~= zN7K%IW>5o>mrh$r!H~YOE2q1+w4Qsfvt) z(iMjE(K&0tlC}8}R>-U~QEwQetTzrt_aRp{#GB`E?un?6Y>U4T!|%Rw z@NC<=%hKyrKMeO2ZSrveRm56? zy=6)KR&T(aQ5US;TGXoR5Wl%D!up4u(9&U0P&W0w!rwCH3iDhFX9y8@^e@m6lJSW3 zP(9+586mUgw*Z4HR~}1q3JxJtkq}5a4`Dap?MZ;~r4piw3)yyR9NLu=LZ7B~$q~)SkD1R(| zKgouo;OShm%sBK!kF?u!AE&1z9uk{fBBL-`D4+XDU{|v| zYHen)Km_osoF;zS^ig~A`7VJohl=Hxi320&9s|--VFVqQdh2L@HQ37G$zPybZckzt zQDZ4EV0j)BoF?);;EZg{5<>r2+^FA$4|{de`ffB05A1e{K&S$w{(<MkxN`f168oKAWeyr{p60ayn@NBGUjl{*mwsh8zJnYZYvG$&vUTk|owruN zHPN8mRrXVPCJfZtbAex$svEm)4ZJ(4uaVbk@$~5PHCRS!7Fb@2i(7Z?#jSydCT#?c zTDvAF&CpRgm+Cz}Q)<3hp`VoA(ATc_-8@*CRHoe?Sq)ub`y%PNT4&9Rh{Bw`cH1HO zQcC0xoth$BtkTjp9aZp-#ruNXyfQT+l{qdUYu*ovtsC0cF~Gw!B8dnNtC4Uko*A}A zQ24$?e9(L%mk5OvTyVW9)bVW^%x`0v#v%HfO(XIhNLR)yH%Q#A?*Zj3+pjzPwgkg=;d#>;D&)ri7BlEYw||BGDEMtg5RqC zLFjcfQ6YbcThg{0-w@Yrg_{~Zd^KDEaJZ0P=$+%8dyA;)u~eG3TeQ37HSbef=A3LD zOKrcMiKvEU#pqMSfC(jvjAImZX|XD&JvKAQ}d(0hs^Cufvc9~w}r4_yKN~T z+!1SZNp_1A=6vD3u~V9+{ZD&jGO4y4&)`wylmgV>fUD?1vjw=W-YtUwuF zRL=%050?iJ^~wc^Ms&N?Iu!vu#t=4Q(A=2W+%+)QFp!7B_oHd|1xnaa!D;ml?vI6^ zo~b@nn#RznO)ifUfy_hTL>X5{;-CNZUBANcoudaM|KJtFAJ8K$Aa9t?$f|mcq?Eg? zyz_(bc1aNmQ$8eLw_X(E{)D`+7X_!Dk#=@&Bc8a<2&^sV+CQJPPXMfwOZDJ<8n}#g=&fX*+IWWGaO;caJnD)t11mEWu2y z@r+4^6xjd3HiAgAvt;-fGK&mP7m%sn1ichk4vF0KqMf}wXj=|-?c|!h^mX(+Ej%w> zbv|FMJrT98wwzbrFC5z23o3=ag)u@F9eHhP#~zGaOCb?0X^vP)&p~XJpwo|@u71+- z(UL9!{}sMI(|2{``2D^ZZ8Y zYOA-i2;sBB8F?G4Jo_-k`_s5RnCF?cS^@~SJb9-(xD1tZZ2BW6B#KHXNaZ-6QhTY#)^J5TyuounD5j_|SWV{vnU zzA!tE%nr|E48mm1Qf-;;%zG{_WQ?fM$jjWp>7fn-t9G~O;t@;j3QneU)&~7tr$L@p zsj=?!z>Dy%{saS_z=h3T45V@>M>8KVa0J?S9>ZwFBGjvP(f$r5<)t*gPg&W|ZkAvY zxY`@rqiVRN4ZFwq-^wZ7gvc7b0`@Pb zf}%lEC*q;^6nuJ~MOKwkcQ`_c>eD?%7pXEqwX2dTkUqr)rWVJZ-{vCMu_UMBh2!G+ zrrD0@kSlZC<=s_q^`wQuL@8{kI z2}R#Kl7Af(h&DZC{wEUC(p^#WF`|U8L3TZ(hI=p*(|NSCH}Of~^n@~Yoh)>|8J}*m z)`VsLkBCml>X~g*_~QCB;()6JEW79*zj)mm1mZ2Z;I~siZS7<4u!4hFUS4`}9G?tD zXj2V2?Bhiywo09>dEO7U4hC#)-vku?0tSiG+BZkstPwA(KI_&&JJvpr2PTs$4^Wj8 z=Cw2ChYOWwF3=#|^U!>9+~HZ5T7c_9qC{d&<*E93g$YVtP!&NzNxc_n#Yh(!^BSI1 z;*`vJ`Xd6AD!O`r7{FH|(@tj(8&Gu3A}|5C9%)lRDjHYVFn5a3{+p^s{lb8LgCK~ zbPykppi%l$Z$%)60V_qfWk|c;;OjvS?-@`O&4Ni{zxS#Jj6Z9@<6uFT4oky93zqPu zX#>Q!gKelUv>Z8)?VilJW=(08Dx-OvkEbP;zGr$~?&+>_ektiN*igINvWNq6HbJ-T`7zdI(Y9GJ(#dl+Z{ z0t7rZp)Mxt_YUN_(}XyFfCyGh{F?9%Uv72K=MG;P;Z*PBSZxWP!tyPU&L0Mf6J4AR zYs>wEc4`d+(>2a}M$5yWV^Wj5Z%9|(Zk}}?cYko#aY$7QPbUDa-7H{DCJj`aM%Mh| z!`dq($u~edDYDSH;@irkls5*pEk8&K*cV)sJM(btsQ4ZGI%bB@H{F<;QdyEt?nHgcRW|eip7}ycMx|mXSvmfy<`qOdCvgY8> z{vSL<5ELPhKf0z(ArF$Hf?#}GtplVJn;5fVS`si@a-{LsKr_dP3t59+i@W-WZF1xY z{9vK(>9^Qn0b?Rtvj<<|CYbm~B*RR=um%LLs68VjWv>@l34r(x9~+GN0L#jMK&x{t z)QL~yAM}xZwo4@f)ijQ%DO~+S5qTb2rwa#cOSU)MIRYTIStoJ`{*w-7^`4sLED8wf zEKWAkHRF0^go&Bwzt}a|B|>!?_fI}zOg)@sO4bMUUMVf`dx>lKe!^(O;7tMe$fk#E zjigIBi+xBO_m8@e+V>5N2as}etHBGnxk!no5+2B`QJnS906?7jq1z9tfm8=eqW`%@ zQ0yR=q<;lSJ)7BxW!)VXFr>P6oqz-Tw-i8-a&7iG3c2S*Utk#awNK7)0tFV-BF!64 zIdY=~7kGQW>|eoD2pk|mXZ-5d-1*#a=xv?InIsZN`S_?~z(4rPgL%T#jSLF|GG7i@ zBI>-1%cQUp!`UIep!*LosESPacN{}`h$!jmr0zZ&Ljpl!+vLI_j`^A8LqMpm=G9Gx z-NH9~FHr0J;^ZXyeFD#=v}Mq}ZNTS$#Wa*qj;HnV+^Xg*&P*vWNT}L95KWY6Y8~!} z5K&Ic-t^h+L!~_pp}<}glLCP~qJje5T7ZEcl2Kzwt{_rR6JM4U&zh+hhZ5&hnB2%e z$_LvF;2Sdc({3jk__+zlhd`>@6?!<461~Udr3fp)-p3Y~nPn0^P>wPoB?Xx0O+UP> zGsiONCBoh)AI@@ncG!+H#~c)|SH;+`?LM?E#up4k5$T2N2+-R{)%>#faWdc9#0}cK zp-u=N%c-NJh@&}Qa03lpR4@_>z;Y5E^Qyxf%SIf)gYo*mlerAWorDXWAV_CT{a}E` zQwwy}3nvXd5ehmg8g(`H&1lH8`=1PGhNDx(xtQ6a1IAYeD0+X(BuZJ9FRW-u4*}3( zZtsxhw?l-Y24W<0LAM0zg-0roQd4K~W>r=K*?&Vbf-31mCALA&es;Hz{n#2S=nQp0)-bzg0^w%KB+Nly=(DVJP2w7XGM##J;=s5oR7IBYC)O$#N=F- z&&h}=!Wb55Z?73GQOUzp-SSb|oN2$k3;Q1Ti^OVQPJO42gXaa7J0(ju_zH73MroR) zw~!ui0tp7#=^M#3G#2VHf@d)@#r!urDV8gHk<~h9n1z*?LhuOjrD17@E;PAJY*Bl@ z4))M1G8bPcz-|?^5&XWwlv^T3!qf^o7oXXc!t(o*;HaQtW&@g|Z2Ke;9T9YgO>3|w z*t6=UfH!0S2LlU*Sx!-faZ6WGrSMJQkUK?rj>x_H*D~L@0%}=;u8~>B_@ERnLDnpZ z@5kDrZwd_-y$QE=Yktu&B%Jp2IDzQ4b>81oz{_^IyV#qWRH(O~M|q7;M6~sq?B=^d z$GYeJy@4|MJ}O&oaMZ@1@e#@}O90;tOk%u^1U0$}w+NxFgBwi-?#NZztPQFHgkScdO5M1U1>3{YTviXfd^ zZxsV-WS?@evHge$1widdS$q3?=fZQRQbtfgvU8-wM|3Zy4g7e1 zc3zX&vr?Mq{V^Q7XJ7Wz853HuT5It0Toz zH7ECHRuK53uS2Q9K9Z5A)fANb55Q1==D>i7w68v_H|;^^G2Alz_n_Y;CMf$gJRMeL z!nlYYRL%#{2`)?jcs%#(@GGK^6X7d?7tq1f$I5?I8dbGGs&DIKjgM_d*i&I*Xf{K- z0@i-a47XCy(ERBh>2l|wP+_rsL@cNcX z*VUh}fnY3yF-oEbsSij;ZogMOor`V1Z>#@Hx_!xW;6ldGRS3QY?QL}2xkVnCjKbrR z(rGw9Tj%x%5QQZ^Gm8vtBX)Nr2S-JZk=Pl@qkx{~Mtmx^H?i&+?r6YCDXmwq2OE;P zS*XPR#8y=~Ak$v{G>B+C1u9a)0xs>SSXV595#R)cdL=_^c`9ZxgzjL$#xfK(3{~wn z6$p;W%GSB_Y(7D3y$UvwoWaQ517*oh%F)fbLGypR)!X0;B3^*C;35WUhi;j;OQCMt zIWKmVS3cI+&j&adH2e#6(!uNm8kHplictRj7 z8ubgAS|?@i!9o100kkDE>f{$_nm{^ET*6FD3V4Bb9c~yHQIP^+p-5NxOZMeo6~k?X z1FJ?AE1O1uWV9#X6yvnYO3)NhrZ+grtN@%pz1wujrh}^I8Dc^BU2%b$=Q$|OLRVe5a!VFp zr4?h=B|3_tMnSs5ti;iR=LR~RI@_<6fTotbVO(*vhWT$%C@oyxXD?!E)@(v^byt}3 z_^_HM54Pt89#f@qo;GSNNMw}>_<|sa6v^Z8pLxaP+liEo zd(h0NnVW+N`g<(>-PIS~D99&frJzCMyQW0QUFjD`mBbd6ErkqYE~)43GXT@{2$$~H z`AE0{TBLbkG{8f$V0!*8W(GevE=f-EnEZC&j)I$Z&G6!Qr6#$dk&t}w7${VKhH|2q zf8kh5yf`%mexKYo*(|i#E%cl<67nQNJOJ)CF{Y8!bXwc#;9T3)4FhI^rF|*jLoxkh zMF)T{)8BMX)DK@*Qa>@&$$Q<1w?ZjFZp@TbYImCJhC!$xJh+yZ?pHQ3)}Rj98BviA zj0<&OuN9}=3;a}D9~zTJL5`)J`yj&&mmWb1T?=QCu^N>O1BiNX~=y&{3VBB<3prO{n7Ov&5*}#B&OV=v17~LJcs(- zijJq7<|>IxT-R?yo5dyX2TT^61+qpS8do#+#(!1LZf-KhF4*dGR`k)|wSWK;Hza9rFsF6*p~S_4;RcZE$dJRaS%Ff2JAgt0*H( zMP+H-1yE=02_av*B*$%s?0QNZ&O+=K>_YJf1By4pAJX}!=l$uX=znHpvHA*Lzu7yt z2~-;{B!myYGiReUH^}A|qN8h&GkNhvHEA-0A9VQSEu5aK5Q--T(^%PEF5$ghuoDdiMA_ zOUpG2Z6%R1gM>8psFA>s$6_B>G#y{*BS`5AR$zgvAl&5Z04wcJRy?rIBi{G#4Y}cS z3YVWOp|Fx;h%%Xu099N~$*$e!O#P5J{!KJ=%XdFkPDdBDY9LxJv*qlpjHi18y{ z6)Ay{(>{KBs&MZDgu{DXizkq+NY`bvtGE?sb|sp(C`+ufhe-SO>54%>`}ZsD2*Bc# zSSW!!C%?6||IA`fj2*J|znWphUNJV*sqkl8;?Web{JJLWrkk$Cj7PBunz;40T`#3p zr5?h^pep`M6#LpiwOBT$lVfilo(gC~6SxEM`Gk@tq}78p?ZSd>svr}k%+RP$L0cPW z`ygB7QY0q)U1?WXehp5*wGh;o#=T#5aOP_m{FVS-k5ojb6=<$RsmbI) zNJSorhqUS0>-tu`;R2>{S0hiMU%(n6Jx_QVt=DotziT23T8aTQ{sxPpTE5Je-16G?wtyv1eOe?e<-7b+ASHuD6JWP-rg|S zdN3v$hDdum0PW{43`%L{F>4u5cUvLIBb~t=a~!|XQ;WYrYtV*>J)|3k zv6*>QmoY)19iN#JPz+SG=dP$59Dkt4fs{*6Hu|QidQi-+;4qEjUd~`2;)hxVrbsJ0 z`k9?iXTKU~jq=wZb_pPoAx6@_tht%Q9w~?4g$`Y-e(c5wPLXz=y@t3-z;mx zi#~bj6?#ay#IYzg%(JDZg8}qZ)aj&_lD8gwEgMbAJIXcEKJ&LSj$cu6lFqjPLq+Ht z;t^5IC#`AOtS)GL9#8H-HQ5J{9O&D%-^y>{igM<|JsBp330MTG~0j0@u|9T?eG!fkgX~#Y3t8-J+-ki3)g*f4`TDIGPBGlVE*08ZNW}n_P5NJ!O^&H-N5S*6G0J_4 z=q(nIW$#SBJzdty%szELbt>0+2mQ@M9k~$4_nUyf&rr9#2=F zK6FuAAz`5GhYw2b&_VVD#gnL}@_(tU{Fo`8T0ILdKDJ=+$DAWN1iz=K`lD&c^rE35 z&8#<&R0^Pk@+8ooDZmH=pb)V`k~@4UnOJS)x|q8vzZJ)1XK|K`zq&fRM?{%OJ_qZpw|-XOdtDW`PW}~ zNV=iz(Q3)Ag;&&G4R~X5suS-%&QCFYB4xSvGajfMDty>kdtDM>X=(LMl%vu~Yjvb-+5A1`#mAX0 zcg8y+T4l*RXGseve?cBk?*cVs_#R)5SPHAxZy=6EpdS)PttFOWM5BSmLEOXZqQ?A6 z1851012u2CO%9cNLVoXxct{b`fENh}thszm)@L`~5h(pu@wVWNpxCmLjh!aRv}jQJ z@DTlH;`MGKO#;IHHcbC1#3M}R4I>Ye@R49$;oZ!J7)4BYDvcsM#Jj$9Yp(2JIPXFS zgMH>nA#dJ13Q>5vtNSoCzq$9u%)G#9Ge%bfCcXfwwr1TjKMDuGCDS#IJFxTRJsY;@ zgwH;?=92}LYe-#E5o3cv`GV|O5RJN>F@D@yZ28chCTs=5u7T!nU(|1rXbi3gzh(IOxH+UR{eYVJ(K1%RHJMSC4AC{K^f2gA5~-Pu+#&B6~=C znGv$Xn_rh*%I8@yU4C(U`h~Ts@Jp7BSQJ-vq|#I961}h-A=N!Rj9-%Jr&2JHF}_ls z#k(NI_TFqnR7`FGd{xu-Ct@oqS6G5iaU;Fi-cX6vxZ7a{A=|Owf9nl`kMAg>O$BA& zef5vF8N?jI?q0FvxP2#a+L?MfWbQ}1ck-?u>G@!t+6G^qSes@A>44s^&>ug6OzZA! z8tMwalBK_bJeV(34z5Zjuy^EV(dp<7hLAzcyT5D;gNy2bv!ERa6|5br;XmA{1t?%>NY<(4^|~@*<19!y*s3+~ z(l69#w2+FXr^v{cH)UkVFP}mxVIesGxDEHzRSof6PeF%sdJX+ni9@<|(oC^UZL?7E z@#8qTbFI3A`(f!nY?tEIotO-Zu7J=u?$V!(kns)qNcn7gQ8?@Io(VjMS_j{^^hVFO zh?u>0dxYsJIuO0{wwmQDzwr|8UyGf&7f2w5Kkk9DscqUN@R~Xx#ocm4Z&#rE$j2gsB-W6|MB~y(iSRk zg1hpkeY3~7VAq!)6Iw1jWo^YRPYaEeg*ktGoI9xxiU~9Wn)N&6OdRrOjB)mE*Tx&N zYI&;R&aN16$`g7wjePUf&8yR#)S_xZMW0-HVE0+gJgj^Ec7<=DaYGso9PXb(Zh5a3 zuko@pO^ZxJ%SBPoO5D+5UPDnwTmyZu&ynOsY3cY07@U%FHs#Bh6)dXsf<=Ho>o7e{ z2eZo_%IU~&RVWm@rT>)n_>L(<$$q2a6n+SKrB2^I5y9Dy4j^zz#B}d>G(6tmpiHEM0Y66yMkWigb6EG%T=mBi#)G zOLs}9G}7HHEr@h?cS}ikr*wm~@A&(?f2!=r%$>XUoaa2@!_uUxBL*zDFe1;GCIwc7 zc2Ql#Nt>N+@70QE&8Ls!}xVz-s;4=z*f! z7PhW*+eu?vGvhf<5s@RU!NQmP#KsP9ba7I&3>=a_q9fbRYqI@Om%NE(ghm?&?{M&* zZ$^x21oRR@AZ`{Hh=w;C8rG9JU-f~Gh;7rVuk}uF6T$i0< zC$+wypyHpaB_YZl+<-ZZROyi*4En~Umq{)#JEO=qj{xfe7D4~ct-Gg8Y2U(6dg_JD<^N4dorUprg~-@!vq)IST=}R;{Zv z#x@TrczMm0c`rwM#kBANn`GZ+KP(2&Fx5}isUo8Hq10%#{gU>QUXCY*j}E;7HfxG^ zCA6wuC&xCrF`-*@#8Awl8qGE;_By667AAJE@3D!bnaDOShPynbSaUF`j+j~4TEi7u z!M$q9{=X}v6hl7(H}a$V(MzgyQStsrSGxZ@+I>=euccR5g{kxQ(H#|gzILhh@<>u6 zzHE57=iQ-C#)$AR^e&)a&-^G((dqk1quYZH_wSqEP)O>DQc7A>+I#n;mhppM0DT-V zLD?{_$iJ@qxqM!%v`V4HX^=lO46AlgQ;%HU)T5f3O*W{dGhZ^z};Ir#v9zV zB7YeH44H zc1$}3VeTrJ8{6%gB|Uj=67@T_P|hRhu{$R<8`=7eDwNx*+ESB0QM13py&qH`#hs73 z#oXHTh;ciN4jadU0RmD4gk1T#hnevK0-c*it7qk~`r~zBpA^riMx$p~FN6RBGSocg zP8006)Hw^_HepNlX*v@!ZghhxdTF()>F$^7XQ9mu?!eVSrS_!@(mJ+?T%hx!q?i0f zLMqa&t@)hEe(LuWY1SLVCfaL&qKGUz z)uff4>R^X?pKa5Qv<+2IVWkgPFntM2pPu$mYWUPK;QzWo(p$2!B{oVjQRMNshM>QO4<6@o0M|lSVNS7BQo^N z232TP92^3C&4)CUh|o2UMtWBW_>``ec!d^f|0)G(N2gIYJ=L09rH^#})ZZ3rYGB~Y zD(E-#CHl~?0Wzu=-Xw6*}ttjPb}UlzZ)bNtOI+>K)g?xz3J!;Tn;33F8T zlBT>ol8=O@*L0r&v;CONqrbO2R&{6Llrj2?&yrr~ScH0Bz48e$B*4_Povdshwyu`~ z{;}1=n>Tea#oJzZlS3734mI=8GSk#GRXZEAn@Db$Dc`{*PU391e>Zc}ZJ)y(xD@!; zegN5fq2sCpr*lQ5dCLx}cG=F0zBD|Ij{rh^D8ha0+ z)xW}t&1SVu%1ynK>Cuh^-g$dL8ogS@!NYf_#MVA#kPVbhOTD>U?73r&$lvrU@!-G` zlleuR>UPWxMrI|TY*v5)hS;|{BHSDbUKgfS7eI`_ zX%*Gge}MzaW4vZ#!!XBl2kGr)@^AL$>-y$Dqh4I2hdzSCqoc>)Qx|a!m;e&geGzwR z%HR)aU`9%@Z z!iWW&V!j88SjW7pu~?co9HDnuF#{@7B+L07ANO{qNY?wUuUkw_D1mC3l8oG;6$_p` zlD|$|K&a1YCqx`f7)6m!--Hop7~MZ#lH80)9)1z(IJ3s3u@(#GLr(}=QRiYUsM z!^S4Si~+Y3zrCks9z7Avv>|$mS$c_Bl#1NcY0F92od$F%2|qs6*vxCGiyPfi+PFqU zY!F3QC}eFvV1;4JG%LN7^q(MKe6T>r;`9z)jp#StK@5(hX8F9DgzlOR$e4ti%|n5bt8KTi=*+ z*gDElOb`$qko~M#kb+8ouK6?`k@JI^W7POGq0caAde8Y{CAZ=ISs~UBP7dG!vx&V) zerHeR+t8{`h?vI9FlO*q`QE9Ils|%F&p(7|;!WL77)6HO)VVqI>k_f40`^HUvY?;z zy816dqneeFI|Z=v@|`rS!qWz~!}p*XE}#KqCv4XnL7^m!ATwrm?kKXYKc^&A$Tnv4 zDB0(1n3tZsKpnuq-uo?TM(LrNr;;D@w6>@VCXA){bM_tK29GEBs{P9+BO|-&fFy_Z zbImSddD5bOQrp%?tyjHK(jTBY614i*zry3zBymJh6nUINk*rkqevh&{E$Y?1OTum; zKp=VriccV~`K+8n!!X>dxc{DhAOKZC%9WJC(a}7~dVEUnOAabp z0y>6SL^?r9M`;Yf>3X4HTUsv<`=|E4cG-;nblti@ij$LM^%;_N1r;}nvPacV7XS|? z85zy-B)^jVfFp&kFJV$!ED04Ykptm~O$P6kg-C8~%;|-#Y>FI6;X-#!FPPQ{Z)`lG zeODkIU`Nq^<&+#y>EZaXH{G=)=KaIRSzpje z@i4uhzyEgd9JvAmAV=&1kB^szt+aX)PMk_v#ylo)X5JJq4+Rd?o(NrUeM;KkFE} zi+pM!bz3t~r~VO83Y*NuzZUJJ$6ZF$QIJuL?IwKZLCy{SSK(eK#|OOZ+KU*)tle8e zH2*n(Z#)d~UiZAmn1eamObj533=ewm{N7E9PA>Df!s=ThJL&`t8M!*8TpJZ&-QXY| z)zf{YN)U#x=1?K0|73;`K}a^*lUzg&v_*%}@QxL7G=8_Nj!hywk|x5F1mYcID$1MB`nrCZ}BFtHnl{xb(P>ebdI2ujwHxEZVZu#r>$ zy|49wDIR5=A`uM1%;b=WmrS^>4=US{k&I;x!8BZ`{}0RBE%eJH(P|Ja{;@RTwiN-& z49d&_qKyW0>nm{>liYuzE2M>BkF>g2_Id&d-bm2XwA2jQvVyibZ`s#NM%MvHvu11% z@ZNERJK;vx)=WoY5?g6~lv@7fuu7B2r#~t5%k&Dnbn3s+&~MX$bX+?h<`rn<1cW42 z%n8&3@sQjxXQFii-T+;Ybo9j+h22WRa;!IZCX1K4~be z4guXXnPm;C4VD0I7h~C%1jM^3GBk8zjD)xtQ){{p7R=PZAoSndHEq79aiTq3)r|p_H^8M}Lg$boUZ&?BIw?rf^C2BIH zp(MmMYM+q+`nG025#k)f z*DDF+fF1kM`(boO-oV)d%r^Wo3w;M#)}*RS);8*PXf;$R|GflC^L}{>zaobaYSg16 zv(Q&MRMV&sd~D!dJwlELwSp^(+3pCDXoo!`h1;lc5JL?URe4Q>M`U;Y5uqX}=*W*H zwT&~pV-oQ5MEo&Un~Q`>Wzzzegm0zqDJ3t*wi58E$;fH29QxTUMb@{SKM^g4B2HtG zUtzGqHmWf#8hzOtlMV71?@piWc3z(59;tpiuHKlgo%-hu{!9;YlUW%Hqw1mVsXVoz zo26%D++hRI1Y>@$gOvfC^bui+nbX1_h;7G%X%G{hzd~X%2SAcRs}<6b+CJ8LU9v@` zZ}jpS;6!0}uJc2>nB%Z)|3HUP(<}ona!cy~!0epuh+_6-qYHOv9W2S|8LC1>oj9Li zOD|Pd8^)psqZKW3Q0=ID-0r!8ulh&*-ONKDU-%s?b3c)rS&aGlQ=_%lRX7)Mf)=gN5l zMljUzi|Q#3pgt4uRoCbO|Or#*Ba&&Svzth3+CJH-c0~$)aUA^`%Ghd zAX@+}keYHW&vT{r$*j6epW&^97BMUnIauVX9TqzK-8eHj$h9s_u7b=fLdlGU^Ykyj zrlDHo3ysB&ABp}wx!biFRaW*gU2;LGfI6_xhM5()Oajv4&)Ob(avO#g^+J=eF--8O zTiyp;N0)4PynG8OKxf5d2rPd`kQtYy3z#iqMW?BnM2CBL?PsAJa2x`JjS)#bBRT)IB`ERJPRQr0|5Lm;3}uD`10& zO0utq%p41>iFpMrK=inx9rZ|!tz+tG{Z%=h4Ea@*M1X(uyM&LH_74&)=W?;rTAg|| zbjQMOQT>+=9C34hKGj5RCh0USiypiMkIU1(xqrN#& zS=u?7y5RNir{)p zMZ9!51;*8&Rfrpp4oJyWqgNZ|8%YLz;&(-9O%D`1-RO_q2+h~h_j1^lxz{xH)F5Vp zYR1+{y+7YfjDBk~9=B6}*;AkfYY?U6(dtyhieMQ@v^#+kbwBz#XIN=+h?cOg@ZpR^$3x!T5ZTCZ>^WgnFefg2dnMHzLm zpg%z%MsEtn4Cl%K{8JZ2 zGRB;Q`KQjm6&8(F)3VPe@Xg8mYi|Jt<7^0pj<(gs64?goTfiwD^3B*s!s(&Jd^0Ka z6icXNu7|V`9`@^#9$f#H&GfV9lcv_wv8;4MnIEZv?!=Ng<^J;ain7a!O|58@{iQ37 z)0SlB0=2Mo1;aN@qvTX7@2G<}#^SdEcdw>g>_4nURlAuy=rFF1$sc(u_!orXnSS_- zy&R=m?Q1c=NrP;NXe&-{#Zs?3%wFl~)}OhIH4H4eIgkM#$Gk!!*fRrwM888*8+d4# zGx^+cHtRB)T`S)2+Wg*566*1n7?kD@_ABqcjOgApR(uzGO>e}H%y1{2{SmwM%w{32 z1;F5mjWf7ymplVOH9VvB{!}3gH!cL>%WM4DdFRANjl?*baT(f|(A!5QJo2)md3jg? z+d@VWTL&i)=K@vhsLL3S*4+%-Pp#C~iKFjc$>y4gJ=<}y~MZEC+5Q*CK<0(Kztn+Z~2d@bXs-V z=h_QQZUOc?zSdEBV-gAP6i7)q{;;(k39YP7=@GOM|9$NbX?nGMPA7HxcLhr0hg9Up z_cP_q4Aj2N7sskKe^O?oaNr|V!6f@fJ#|?5?=|A*FZJ#d-GG|N#DHw`*A&%2ingFo z=MQPCtn%UwssXN@w{9e2qc>=|YW3f=g~`Oy!AMY*s;9fGX&$Q!v@q497tfpIO*L?w z^A5v&^DMzYdmp}VRq5vTBTw0pQ}Ht&OAXf%T#QnBr#*VJV8=q*|4l%>YXzk0EPvz z6P_hmkdk_q;ei-dw?Qb8b*^Z>A$A`5{z!hyv>af4BhWV0Ny!&SY&(Si71kYY(U%~a5LDkT9v>=czR~j(b*-$I%^7By$!fH za7``wULDGQZ*{Nr&Z4yGBLhYd6Q8uolf7Ma8s2Eo+AoyGRwy~GrQ7af-@+B4JI%Bz zL8>jtuj@nE;`S#9xzUk002{yJt$uF}itCx%<(pA$QbQCQ=*~HoZ<=SI3Be4x1>Rce zsZ6sT!R=&JujOF-=EUl9XmwIvP7`S|qC3t_zZk5SYoKZvZ)p@O zs^a?1{`?;M9iCS3RQMh42bQRPe7)nsJS^TOJ~{|^GCadOsqUM-ESpASaNI#9!7XG} z(_1zgYe56|G&c3sno=lNXFpw+$lC_^v~Eul+%(we-m;Wh28;z5DhQ+WfG%rO1oYP zV4Y?MP0HPT2i#pFLk zJP6tlo0;j~NkjwC$e84H;1(SWPHFP3)E~3YS3MjbSmXmvDS^K@=Al!W1}5uygYQ=v zLPkViScj4U?L06pKZ;VsUPz9L#s8K!U_z(f3&AE-*idnFi+7Qb+X3LaKFMR;vNv*t zH5n_>Orc)S>upieuUB)7*p?!t2?8GL07(EI=NQ7@nfRVY;{8DEo9OCl z)r9r+JGxnnyePm#S4eE`kh0Qqfd+lIG}&3cA@H)(WB5X5C?Nw z3MN1DIU-cx2=(GK(c02GrWs2hpeS;#Kk#D@8~|?OOedob1O=PTWWBa2AqLo2G3!?$~xq5u9;Hm<0NEfxU-1c%d0L zKXNN^Dxa&K;{xDhRK)Vm+KY=HV0K(&kLs#-%hMHeKdqE=3du9i_2$HB!?R)==-<2h z<0UgT{yj#HPXtsU1Gv z09YllYQBKP438zyF_%B z`hoeuO&WVRW$ibNStNpN#=q6;g?N4p(0wr}E#-wU0m0#@|ccW3wm4(44EejBor~Lg9kBa>2UjmSw3go*e&;Bqt82 z4JBhVjd$tI16U1^Pyf0nUpY8vLG@ZA@&&_REsY~QGPI3QA!jYsxJWlQc1-dK8bfm- z1Erz->;^zPL~$Pg;6>G2|1$6(Q8Nyc)mCpt^-9P^)eUc=^(_&`Z1%rq2XBOI7ck@+qj1~r8_Tqd?X#tl_b%l+{;i+BF|tal{3+AD#u>gBWHPI&uegvWp6b0Es(dd?Ojsd!8d89(afoCM*d ztY#f0*iu1c<~>w(d88YfJPOXS6RA9@8sC8i=r+jI0!K#o6Rz_#De0(km2m3WH{GQX zAJ_{?S*MYtcreBEZPTwXt?5wZ`1gV5r;S2P2Gg``5hTm4Tnj#5iYF`nt-2 z9hCwc^Z^=)W5vgF0>PReX*gjWUjag?da zcAIHMH4$H3UjE+FID<)RWH~3{JAe+Dwrll6Qx~lDwEI>fcc14Ek~C3=S#T3`_T zToHBaE85<=o%$E8$!~e&6tUd6THShgtQ=By1;=1EqgD8XtEI0gBECG4Y}>C*YgD~8 zEBRj#bY_BQaaPD7QC(g2iT~%P)RE<5P?KgwT0cTd7bm#su6sk%1DacYt*L``qbk1Y z+@_htbC11u>K$j(*t#1F$GDIF;5Q%8i)+_hW`%A@V*lE?w|Dt#rfH}?8#}H7b0+w= z&DMI1HQ11BLvz>I$f2E;U;}!38)wB?^2WKN>Nb>fnn!*Ncqp?a^5M z%HDR(eJ1UG%<3N5D|mtv7yO5Vc|R@q~R6gWo81ftJw`wq2VHD zd@|ylar*+9Si2;<>W+u2Y*}D> zKixM_h;p^W-aNY6rT%6RI6>}2{dcJiy1YU8qf80}8ldSS1n{LJdL+cAMa6SeDZ&09 zR18&Ny|ELM$@TbZ1{3-$2Gov~HToR|18q<*7#V!1w|$CZVk7s)x@2 zy-Hz7*SN6&IfyZRlb}0@KF+jBd zpMhfm24yg9&i*!+LUXMws1xXLhXOtZNxFcZaWmOc%zhYG*Xy>8q);7l$O5>c_^hG@ zfK^$xdP4a{&UF$LfB%{yBGRS9k>fc9FxX&4c|-voMr@RsgSpBq z&bLobMl!nN0EH%5xO{HxB#Rd`_G!OpCQSjjt|g^ECZ`$JsP~%?f0pe-DblyXCC&o+ zH^0>+Fq{GGG;?vHT)MqITPoedUZQT?P#rxI0W)^hRE=Hq;nZTCh!&o@8m zj1~ldT7h)$;S0TPOB&9%f`AQVzRewQJ-2l!FAp&d+v&Q>cNW#DIBWkofks+$nXsk# z#7$g_8xwsU?2{6SGrFWp2E9-@qE6<^R*?Mk1X%J}s$x>++%{^1%MXqnM$ zSuw{@5dSi_iAFZ67p<*VRwDqvb^U{%1cSA2A~3t z1tC!3iG0P;nyWjztDc#?uB&+^?E%W?Tz;ruoBjA&QvHauSE^pdmiZ@`UH~CwSOJal z;GY4ub!+H+2R5XUNy#_&#N~yI4wjm(5+irxvv2du3&rC-g61{)ZM}9Raex6Ctz`jJ z=<^sdO6Zs(BhCi^n%0nvRo<62A7rUjZ5f!4oy@=9*X9wCkyT+@Whflee}h?Et@ua4 z`R%0Q6A&QNHE@mB5P9b^veD_oh#&oO82`pl?SEJP&T~6-2v#Q?qgmyCmihlrI97wU z0UQ;f-nBJS2?+_Ihpk}3A$y7S#DE_S$O(t9>vxepV~kn>3*9$Pg-X35@1{sy`=hJ( z;3n@QWambIwsFk+JXbZm8ZY#!d$<5(I}v4xLLdgk4H??l9j-u7u>-fG!bO^Dvfuqbn+V>L^KmN(J|l8v|KhOU&9 zZ$hcb8Y^Qc*4;sp3*Q>nW)%KY_w=~L->59sndeC{Xf$L+Pu1&DK(Dqm)VmrYH%hKd zW>-H_$!?p7dHSt2H|k06!py6}{nZIm>ke0@F(A{dLKDb75}5l|vvRINBjpnukq8Sb z4zzKYeUcHX63p~6E0lVx4N+F@7Ak+g`VU}ik(NheEmmmH|JL4ILoo3|!eR0^D%*V0 zb;xVFM7e$!*U;&yC$75w$FVSNA3tHn=AmmDy{f{qixlhdy^x3_uW{o-xp-Gy7@eEl zqJ3l`Qfx%aTH%Qs*sHyiizHe<|p zyEXc$))O28pt6m{8FhS!572n_y9-ac+*|?231xYc&K}#lHd3r!<0(sgztx&#$qd^+ zU=-y4ME1!!8giywfw*nb+M0P@>Dzji+Vs--w^@sHcY@J{TV#Edmp{dMO`e4LGvuzz zcU50(1+8~04=Pf64b|xXOl~xvdslp@JHc7rwN@XxlC~B@=kjrbo1ETXrnE* z>Ow*Fx&&b+{V;F&-ca9QJwA}}{g{_;;lalQzOG!2STKg|NrwIW5X(7;%So}E-~Y9K znn~_!xaM*%=@1EyvPRO^CuhW@y5ze9*LO%pWfm;Fn=XbMJ=zX~S!oD%=XNG|#5KgD z522se=(!5o*8`CMzN^iKDVuHII%?z|Dr0e+lk2|;o#$4=98UR0nwnKji)2j;Gm%BI z@Yt`_)p5Gl;s5CxS~8JU2C3v5a+#wyzxW?Z^0pyOe{Wib;x5^r3*F-ba8&P{{j@hq zhMjW%7Ea-x?g-e&?{0@vbk$?sgP9F`1}nFg=i{k6m6GEw314ep8)HoFBnqE4VZNRJ zq+!pWeg2~4-tsjis9;&e$WA0quXK>1%#?47CO?Tu%CYTKylc$R{-+MV{K*wypYZ_;*(kUVdUus&vZqqt6%4n=`&Hx zdaSC@FTd&cZZdRG6ccSNpy0NmbXHNSKHzBsCafX`iAX^^boM4>ltjn$Efk%EQgW`C zFK@tP0GVuC?P>SRF5Hqmvo_gZgT!@!H15u0H*kHazmsPOZyKJUZp)8O_8lZ7C*w&d zAqi7UYWHM{05p~A$MYs}Nyr#ajtVwY)rQqoKhqr-xBO$QZPfDuGdnZQ!ZdSNfhl>w z>3?^-<+UGW3H=Hbt7FBy1HS`}r=wfIcjf=oIrR>GkWklWAxj0C{*RfM|)!oP2|-p;8c_)Q53XFLM3kHnNpLAcq&ssX@Ne4 zN8W!IeAlML7YAD)E#sMx^Yh%8nG1j&2nBrMISK zEuVZJqNw%IsOqwNb(7YaB9PFiYI1IQGl9ApgTFSVbUo0wYdKM%4q^Ojeg}Cs`!C+^ zs9(;FMEZ(F-gN)__p0f*3EmxRKJ2J(gqS^WilW$7v8M($z50M4TRbZu^(5O>KyY{>@x ziR@SV-c6bgN}9~}bc7f`x0BN}bj?=;;)wh*Q#!BTt1y&^9&a3B{T;(eKWpRg-O~;N z(#{v8f(a~vKI)LW0@IwMDFQ(NtN7X$n+L?BAYye=V=BlmHZMXXNV10gWus?J;xK0g z@zxN4jdk0&U#>i}{h_TtxzYJpZap2!mLoJ|d@8D;9&x;o{U`F!2Doeil>LY+%oG8b z{+G~df9CE|WB~{j5$LXvUKHZsS_$$$k6GcBLvcNn_UJQsIVH=BzK64!TFs~5GHneU>$Yf-VC%rjxA>7MnJYbEgF~jmRUkZ zuaLd6RCEJ3C{Qz1}cV?{X2bouUW?r_U3y4z9= zI}^XPKQ)7;JsODabKhnIRkxDffA2 z=NxwRaIhu?J{SPc9kcgcq*6X`vH>@uo!4ki=@AjQWY7|2LLVZhZN7#&{2G8@TWi0f3Q&888~4=8xTuX zMI<7rVfQZ*W#MN=3 zB61CYI~XEnWghglv<~}++HKgw$NrN!C>im|^vf)X@YnpQa!w9_BqJqxfylfISk4GZ z1L&5=_cLK;1C&HI&A=pXZ)%^T`1N_|Y9w*p5Y|E1egJ$KCISR0_h#B|FtZU@7SNJs7w~ZDi!fta0=Q#!3ABV#s{2_T61=PEN5FXao+I9dqK}2;x#l*P7UckvV zdImX|=iHxM9(&X#w!Ey5%Z%uPP>0aHbvWM_tWp@QPa6bUkka%=_5+BG6qBzdz=naS zOp$#<9ZCYO_KHf6{`}4(_?GxjkQJy#UmqZc5yp_IH?da{ z0qe0<9x*Kkd>m(eUAo#2b?{tk1$c+ssCI7|>@J?N^hZ=FKEQz`Z*gl?5jv;WOCHL= zZQ)fv3BwTMtgIv0fOA9|`w#pR4gx@>=?o;Cm?2m%-}(rAv-ZyAldjxV?uBdYh2fZo zccS(zZ^J%rbD90|<*d!QBAX{*PkPhbe!5}Q%S|9J264z=0Gd+#W2%C!j|8z@hyE89 zX??tR(tj|yXJ~M<@BlmJ+IFId&C1*T_33p&-Sn1a90)uYKs_Oh*v!9GBAZ@6%#;(~ z9uv!_uS=WW^Be6sG359V9Kuf+L4$QG`G*rzxM1&3+)u*HDWVuSgb)I%0f2evZ5Ezl zuNXQ!#r-W$(g_BK5mg!+K%F+KZ@c|!Uk@|I1cb05LsA@sf`^^o)vq)?VLxyQe9kIp zthZ>~G!POICKQCM4%l#4367h%DHYQT;6ri;Ecl!WUTcF(cC-q|KLniPzI5=npbngy z^7%tXE`SiQ1oA==kF+2egD{-o!`M@R&?s3#VZga+%pXH{o-g7-hzpj-$@|b3mexXV zjjQEEC`WF==ihu?Xv;CDGA>&$_-fpfAr7_~KEDk{9mIIDrJBBdhe;zY4D7et!5}Zd zzKL*E#mW;hlCMU+?x94J2(as?N!DXO1o6|A70YG4zA4-<>`=X?O?HNSlGD9~jZ`I| zj-(DW8@^lA{;~%WE%1E&_;<)cMyBmw$a(Icj^DzoarxY1^dgUP|8nflEYwcpV1ZF- z*!43oxCh(-8LChAnLv9?po+9&JlUYaK5q4c2#y}F4MS>MmfBA(6$6=|4p}CllI#f0 zg2AH39`!4Z`4jxrL@uCZl+6qtEzhvv9rm`#JX)&iL9J$?? z5paMVx{f z*y)Q(lhT%Zuj!kR!XU{gA0_7_K~1(0$>{I*MXo^lX^yt(#J&v4k4cb3iL}Yjy6yoJWHpb}Ua0iBQ zClKGA8L|St^fe8eA&i?n9xMxEWe>c>KnF=kRdJg^WE&Z!XG-@4utjyHzQHvSu0o~B zX-su0n6P^b?csp=mbE-fn7JHgro|}eWqAXJU(x)|nFS~regOlw-=~^&3mmgie4H?` zK(qdO+RhZmSZ~9!U|IravOf9|ph#(6i;s)|;x<5@0FMV&w8$;w6e?2GG8yBrE!0~Z z%~4xYFk|uwGq7T5)$31Jv00P2E$|+knth+K}oM~OVPKioMMuu-D86E7Df0q-n-rl2AYASS_OuOo&sgi~}XyRHZ%RRdGX`_-H)(EWf2+0#=4jcmT zk=QoToz*cpfcfI_wXohW$E5TUTa1JO8_eea#Z86f(5f8rE;GJSE2qqayIGA&2c!bf z!8GA9=R+fc`NcNXk_DTy4sRpFI!UkWw27f5ked+-IP-N0KThV=P2GIBz z3BHmnj5kqsOx!O@Moe6z+7@Q%-8CNOE7`^=*>;I#9k{fyEip{i7s+9C91G$S8J5f+xOggb z7UXB;D**6K+DnTFLFId({{MJ~=~~j)+@p`pQ%~tcF900=<(7Y21wexHo#VtkIzgA#UzX>N2`^x;LX} z>IC79*IcQ3l6bxgP@atIj@(x6mhsO=_%KJ$Ul-mAc2a?HZbCUMc#4*_yf7=Iq2^)? z=*F812X$@2lm=l8c4~ApP3ivlD&*==?AlhkB~M%f&QFzY(NeCWM`H%0BC4+$JSfaC7L8^rJ)zwPFyO{~-^9Oz(^|&yK4lHW*6C)dXJ;lg#yWj~mGSP5Y;W&Q z-Jf$c_xDU#quKi^80t~77;d_P}b8I1{ieW8)g%JYoX+ojBl?Us|)>rQIBZ)$s) z%x0S93(fbORkk>`dbYkRhno9#sY9{)F8PXt3YpW&nI9p5vPx)m!SH0Ckz>L4d-prX zHOEw|rG^7r-}y{4o~4?(F1db%CXJGchJmsj=r?AP1?G&=RL9Tf)PcVMeOsK~r<_aB zQaPaJgGT!iq}^Skeh8c~Y|=BW7pmSfcMNt*O(0i0wix3eS?J(+E(+&XqD|3qiJ=Dl zTPC|Ma-;RWL3M|)RzC9zFN+=W$bRuRs`bQ3U7>!h$%KIq8aY;)S5zBWX-1+rbqAd9 zS0Oo;tu0W>VlUD*K0sTWZ);Kr{`24wrMFxk=(o4yBz%L~hWVM9R7;*$2Mp(^?9;(E z=xtNPGF-u18QEm!W&2~W4{v{^KP%Y4OzF{dVK=>T=5#^dgd~dhuK{QhAOJz?7d@0c zRy!g(sEt^!p>Ca5`$>0qTaSN4q<{|KpslySMW*XT5(nNy_#AE~O-Vzp6^~1xVwnAo z5YNY_%-~`GF655JL^!UzN4zE7n^YrS!vneTfm{=7Mv#kaIyvMnghHrGcWBci*`LE` z8z@~zK{;DWW&Pei@VVN&LOx^bQ-CVy8J0+*c<6j9w$K1kaG!2=O^&KEcDaX>O=VgF zr4w5tUnc$vehqFDx}(o)y6BDrNCQt>Yc(Bp4yl9B)kGLwHq_8iMEdsA7{~k@`jHw% zv@!D$=El3!QW zB(e#jmM`HY|6fC<<7eJxK(4<(p!oo4Lk#@ysHv&k$_GaxJ&Jccs3b?6-~-rF>FXpe z3@VGHY&0w@u5c$dceb(NrLVkf{8Mk5o&rSW2g>`!Kiy*9UTw|yq4NR;*~CV0H$juy zy82$~AUiu}#ROUXKHa`u5HFvqlcb92XL2y?labJ0+hgZ_#-fNsnu^A4&?b7@Le8@X zlZmjHR^rH{-HIYl16y!E{dTePc}tx1I_myV;K2H|D>BkiEqqtmANq|O4B~VA;hN5X zCeIIH2S&f`2T|H4{W1|5`$@hM?DWjxjB;$b##9{;N`(0REj%F9h|fo>w{OIigjrzhv+5Eh^lDD_!uzT#18XWA98~!)|(dj`a8K(c{KP z0l}?huAOJPmjdbuZ_QOg?iuStK9}b~kxBf%tTfxmCQ^W@zzrZm2}d7u@-ouBI~Z9r z>F2Fv|0~K7l_)=&|4e#JwI^ab6TPp)TgBajX=nQq%u}!xFMZh{&O6C z?m>;V>h?vsokp|`aehH^{(jLGp$q)ykxAB^3|zvaUoI4dsyy{Ip=&Y*#H)X@__^#( zTrxf%DWB2Pzy9pYFLq$~{Gu@W&muSge+|s^^$j><<=0dP%fD_vm;j@1XY&)iZC1<$ z4FE~YkQFAB#lT+r_HhuhbJ!H>FRTTi7zFG6lE?4Bl+xo5;DHs^6pUUST zGrz9^xkmvo*5A(>Cr_egG|ph)8Zh)%08wR4#?cMn%`JE*|NI+66UUaQb;6zKopAn> zRouVlTnoaQlsMo_H&YC=S=!d)dHhbGe>dc=0o#_#i^7bNdja6A%p9<(<%4Qs(b4lq zo{3c8&E$+}yn+DL*!ZDs>)AF855QJISW5OMoJR^9*$bwb_?VOz*u%3jVt(3zQu;oyukd*!6x%y+Q_ny?L0w zO*0BO9{|mRBF%;NA>2RKN~#dRC0)JakWAS)WPN)5{-<&P4iK>bu#{mlpWU>yu$-eC zK{DgrUC(-HIH3Z$7@q3-oGAdy*73f|(=K$yX|reZp_=;CT$LGyAK-&kv3 z;{yH~nEu$Ymd@{DF#+irp-Q%@sS?fn=HeLep^|Qu^6qYfqxiEy)qxr3!ZFB>p-17| z-MPH5;urIzh>hBb+)ux8(35KSoIMIv7$5zF+yOLK&JD}{(M{0P-+{(C1}N=C;^;5v z0Wt_%(5`Rmj0v-sNOEbos`I$#F^yb(Zp(D_UV7wSFu>$N$p*Fbh`u;rTY||BAT^UI zJiz*A$bM75?lXQtWOT*USY5g0tjCw}KO(hUn1n>0#LmyX4`g4^?+9T8j3y#-(C5Ym z|H0RQfDhQ>p_iXY+Nu5}Ti?oPI;WF*6sxc&3dl*VtQwAb3c>nK2MMqnkA*Sx#s|+pZEn`hNNXTtKje|cD(5u6zMcqV(t&uZTJIH(M}c>UHpg^(B6GC z7DXdB-e&=FtzTn*3XQf;@Lue~8~I+R*UuiA&MG6HVS-2i6hu z5bpC?6~lHAGM0F{n*8M@_0Zd>jmWPZ*}rzlkM47{k&~LK(thFT?}DNA?A?_s-~BbQ zQ+NfnpKb8TaO}`95!>N+iLCVeQI=eLEEjY}VnF_`<>R`Km}hWt3#03Qt*`i2^>|^h}_jXbtWOwXQA$uH~ z9I~?`j&bZg!{OMR-{t%GJs$Z3r~BNl`@XMpUGMkn^?Vst3~gbGd@Orh952|q4_X8* zwho*_AYXaYnsVAEUt7q@&sur@{8-bFLe``zDKgq^hkuTO&@bGDlh2?oROfnYnGk$H zuN6U|O#Q;ai)EW6wf3(On|qOj%sUg@_AL`|rb#?~Lrj7Jz^%_xONI3Xt3K@b`nv`>+zIsC&%ml zTB-w;jKMyu3OTp1;)QV4hcBZ!Np;B%R2>2L4IjrFMzN&-*)ox+U*k9C4gNm=0=)kSNF3COo0*)6?6!$9#bzCf~%W%I;-t?oF44g^K^wxEc6+gcG^AbmJ5;%8y4IKxbm^?rdfPzF$g>gTAfX_s~mK8e~ zhY#@PuMO()_}=VrfihvRp9LK(nkme(Sp6kyxr;uf2K zCg}xC&$sIrqm1a3=(53zi^u(ga2duq?6u{EPuMCqg&&3u>UxUrDXXur2a~ zWu!5~AmD|}ppF80QvX|e@qUV+1l1?{KMgepzS>rbjc^;~XaF55um8(_D73l%)njB+ zDWmbyAH0dK#q5CCU}TFR8_=kr*CfBA(^3Sn34sAEA@UH>gqxibzb^NyHhr5abrwuh z%bBnoG4q)F?fezwqth*$fA+^ICS}dXCHFoUPT8goN>q$F0#BCy_G5u3@NL}pz`(^( zd+#gM^3eU*yIJj7hBA;1Nyv5^fKS!+?EJU-w)tLVt0!+&Nzu4K>~Uic#PdM%Ag8I_ zu?!Fkfr))B8C#~K6Q}O`g*&wdEs973hffqpr3%BTf?GvLt%qlapg_aHdV7Nk+}Fff zKA8Z-YIcFudSk-9 z<5o(M6afi&`3CjgSD-iwjyTgNPW6fLPeapzzexM-J^@|J!a2=TrqJ%%f#nsplD=B` zx+;Ym_fGMN&>Ab7i+&NPV8At-x<1pre)J17Q2nunh|*v|Y|w*%<4J|5{qo^`5QFX|9w8am#y*+y4n)l>sCs`7mKiMoTCyZO>*t$L^74vramE-B*;4X z%f4)`SpUk;-}|?{G%8$2e94e@@7oS(p^z-!w{f*Srw(beMxctKeoM<-P@d@q=q(Nb zI+oM5f7un-Tt*19%jj>DMM~Rg2N|-!spm~plS0oozY|eDDNtysLVoofHyKCc1?D~~ z;cv5-&IMXYYV``;W8!v#r`uC)aSwm_1nQvdg#8(HyEp|WzcD7y$I&D|aLQdyraCWZ z87fP?_dZIi)8qbFT%<#zL(l_51Ab9$czO?C`}SUt^`K}M`D8bzs5a(D5w&0FpFE0V%D(=|BLr>&$wv+9BLvEFw=p&kn}$ z)u4PSnUaS`@WdB0#WlUHohhwc%6aX^DlGiys#`YpQqz*Dy&|xGek>#>xT60&&?F*i zKGZq0Ii})ck6xWt>DlF)$N1N+u)gj(0p!t1Kg8v+Az6mSUjYk6BQy+?j%TpBw`3+P zi{*=nk{35M(ZyR%5!hZ8W{W+a^3GSSt11ji+gggRpLprbyD?G-9H)+{DHF=$j~e@m z>lO8$@p}Bsxh0lkDkxYQ08fu2<2viR-}Tm%%JdO%)pWlqlhyP=XAi$&5uVCeF7f}i zL*{U;SIbn~z!>GTZ!aIopr>Evu0oXj6_akaeZlz;#WFmem{m*sFbmW>*E(?g$5_pD z8oA>w#Sq#Vu2TQMRIFGHSWfv6G%~?pYisL|R>YwGh@yw-amsvL=YRX>*{^Ug(7aAF z$o%*F%?D3@Ua}sEb1@s6Xse&?fN|RGp7$%+%*lZIYU6MtgRBmh)jJ>;cql$w{)A2E zjSoPmu^WdUdFJMgSOKwNlq5|`DfIT!5DI!re`Us^5%O78buVf|0gJ5Do0sWa88^{e zzBytjS8tH(UfP!z;~*dY@6A!ogxrM7x0Hxgg@}K@g~SsSi)+knIAVkH<{rJLX^p`Y zFsAndIfJN}8sGpJl8zav0hxauJ5Oxq>jiPM$MeStpTi0*WSM~Y{+-<)>|C7FW)9!Q z#)CKkj+G3IhgDcPIO@o(U+Bb@`yxtZ7}7utHnIT!7%!1t+EI+O?Y|H7D*#0(3qc!9GuX2g_4&qazVrRpR;&u>nac3XWp;}8`o+zs5QAwj@eyI@m|Oa};mHNc zo!tvr3oq8I%}j>7F?gkRBA@hi(N;&l+I}feoz#8Yms+He3SeNFM5W7l)LaV7>fqy(`+$57{35d4?i~reDT2 zXQ)eJJ1!S%X|1bwvfOrJ)y(RT(w^+GHIsUMjM(`68F}eC{%HLAzrhLi$rL@qISPtz zqCDYWzFSizm{9#hnJF?DCp?Dk;9_#+T&+$Xo%ZFki^+8=;8}#$!zZ7m*-d_#?IsXv z!On(#`JRu+BRzW49OBenOiRKg02EN*hPGczE%N{zQ7#`gdru;((D--Zy_!RoK8rw983@fFY5T~$aAWu+5{@dzFfSHhwwX!7aBR1m7$ z!Tvfxt|Wwz&}GlrI~d20j3=+IZF=z*6Q)z{ZJc3M823duZ)K%$1kf#3@Twmb4tD`5 z%)g6Gxt3yXa%2*ylT@f=nT(%PZyrd~jj8*3k+;Xy8pP?Wt~89OPE#+Tp$#eOA#0B% z&eG&h`%R&ox1eX+6{|@({vRbT2dFCN&Vqr?=No#p=nv7e1oH=vHTIu?TShVMipE!& zyIk+Exr4}Dgia=8AI&)%H-5(b0uPKu;x~ymw^~IgxL;nsy5tGyM%xT&g8M&-@4{i~LB@Kx zj$x0CxRn#6&!;ngQnuds;C*w1Xvk_(pn6_K&f8h=$j>Cqi~mcNsd z?_>APluOS&h=C@C1ythGb0)iUN0&zm6Ex93qh++!$Ay0I$2ov**a+3L`R-TD>6HO= z%MuZvk}T4VxTVPFmX+i2KAOzk!_>0cP~-Mu|>_3%JyptK9#bgMA(Eg?`- z$Q%S-`kCSI8ZMr4=X4ANsLdsF(H~d>rTq732f3_skGT~w8?QusZ{9CLJ2{VuK2|?b zyF?4O>u@mSM&^R^9_N|-?_)I?bI2K9dy9#NI7nd!_#t)Y(LdD9<9OjqH)Hd7)PnP< z*iU3b5sWrqC*_M234l_|cBK>#v81%T-(>%gmY!{}uvYX41%)+(dtP`gA`_5mx$UcS ztO^T`kC`(M`#yTk*+8__M@h0kC9h^N1S+143q)w~e1TLJ8hqQBR_6>brqZoR_jmBlD`4Y^e4B&Q|5Y*|ezEf)ya5z_ zz{FpFv=uim3sFyec|p}jZNEXE)iyc%nJL!wZ;3$x0gzWcMlLhR$Y@*I^Tpkhclg{% z$eS$$A2jLN+8L)6RZxfPCfhM)yTKB zujmKgUb@ga22vRtbtm-zA)n(X*YVH5VGHC2PorjYH{?@BIv<0%@G52u>HL{8i(!xk zAbfG)x4`fKfbw%qa?gTBqnQmRkdRF(X>_=X%8~C?xHJ)=r%yF#{;#CP2on95g624B z;P*QZ8l;-_7@^;+!)HZY`o2!$dhW=#zB1qA*WeELN!J@R;mh*y+YQ5bcb0q;9ue|c z`8w65>|=7Al)jJ5$b-=ViZBaRv4Fh)l)*jzu6L|R3d??Q=>T+H@_x<7po%8_2dH*> z>19zi0X$&ZJd< zziI9h1HB!#$al7g+i33U0&>gVK2_7C*tT^#;(yRX=z5qo7?e){Fj3{*5AbnKRgWtrE<^qCUU5?5#$3~{&3f|3% zNTzM#FMKD23decsqqMVs<5{dkO}#;@v1vVbyn$Ac+MLhb4@LdMgxfe3kkP;lvU75B zTpPPxQE{`1+YYi}M}TSOGvgzzR&Yc@2FuS7l< ziM@cFrEQ1yxcrBP0nBf5=;=Xl_=x4SHQM;%?#Z z1;=PSW|{ITIo-$XxX-op0p7Pl?4O~BhgGRH8Jhfdg$q9JVHg2$gueCpU>OB*2?a_9 z@B>^^LsAY>t}6Dc=dyuWx_T*y+!0~$zPizZ8pgMQN&z&JwX}__;nr!jXwvGlLnTD= z{S=nzjO+0vA?e)|=*Q4kz zW$-R+aI$DU;PVqGT@W(mN^ESG)r}JT0&!f`H`)YJ0-Y^DMeYsfCl_kDRRv?Du5S+z z78?4DYlG(2tki=AaFSOnH$2f*{u>H;4lqV>t1B=Fdl!{ZxvJb_a@FU66xt4}qbvy` znW)ugozph6A6UtjCy}E<&9}qUsA!)MHAVE}-k zbh)#GI#I!Y!MltMjWq{xUg38G&G4^f=e5d0|U^4Y-V48fO7m4!*1-`ZqFLX6N4 zE`eFZDOFj^=^`Mqtx zg<9G5j`9f)vmom63mAOD1tgJd6@#QZs%V(EQtVdL*RLB+equ!nVeb*Ir+Q!Iv`*?) zv`m^<4|G>$Fk5o+q_qACui)~i+#bI_TW{6q#ru}~YYc5;Fsrrz3!6}PGFeH!AxDY} zOYoY5eRyJ)PWM@21Nd{{khh00a#8yj=~+y-t{vdn{x$$S9@vt1o)=87h?-jIn5n;u zT}iUuBwJRg_s0`z_5NhCslFS%lTx5Hn{vY_qn^Iw8Dc^jT%?#)(k~${9cZCFyLqaq znzhv4tfH)Dl8uiwPb;XdUV9C$taaOJbVZ~OwtiZkE@iVY3h?Y8zl@1mfTtI6(C1sp zF7`84zHQj)>3>i+@uT+R^7QrL!P0)S7PWL%b82>^CmP8qn&&Z1i+^&G-FE4{=Pd=}0RVl{Q29KMK?uQ;9H{(xZ< z%7CaP$YM#oiI6JS)S3$UCTV^58JUNJs9MtdT0RxYesTPs*~&CsLw4_Y^*sj7(fign zgMUOMtnbbt9zXZM+A!F(z&xMI8?5YtXO8?}r~=nbZi_(nhcxaQ0hXqP+rp zUg7y~M!4mAyER+#dRekOSg%OiZ#ZzS!xek%dVBweAR;p7qA{oA<>!>u3n-_@YKAYb z@2IHa-@_#~!pi~A%| z$ClM6{u7R}j3vK&axIMfQ-$qqIPyMsWulO@&@xdUnPD=Cv@PecSTs!eBTxRc;g>ZJ z;az*ORq@m`o^MV?{A3~oaAy5V)AoTcx8dmN>QawPw;#lx86W88+Uk3mw!htgkq^Vm zv*^FDTH5q;_S?0a@q2_DW;)tgRvS;ONe-tAsj+B1C{-u9!@kJN;oyK!5*rTprwOi> z(hjY)$+m85_*N4fNv=<5Dm6baQCSyr?_0G)%dhvs1x}VgvDi7ZTwW26U#O0s750au z^bIojXC0T`g0KKR`D3ayO5`!TxY|KXT|if}P9xEhKIE|g@-`fovgG{m3$bP-p0EH3 zdHl9xoAaAWw(K6ouves(cRidKxXdcJ@$MMkX%pdI@X340tGkdIPMtO;i|(Jm!Qixs zshfFWSaVPgRJ_U{LjEOp&hs&G6$VR7s}Dh1u`x%o_u1ezU+2Ow7@UhyMUyL7p+l{8OL-XvvIQXTVN5L!<8dXcyg=Lj zUH`7Q6g0Hk0gXqNlFjsOAvJ821Z>+s^7_2w{t8d^OCJv-S72#y&G$>rKb>_xRkG#3 z79&_yet4bNXymhKuizvle|OjF1+*yCvd(;SSlYoB>=j|7oY*O@`cifBJN+Zo9O%Sp z+bG`BEpC?J8mj!H=zxz65{=lnN&Xw%)(@*~;aqsUKInD8An)qz~B{h64?6=kPx?zcv1nihkO>Pva_A4wtcmh|4Cebe7ZQ!4gx4D?be^x|Cy;b|?OYU?V) z_){ED^}G5o4;~j~4A+j8EYszW+cR>PHrTpb>2InVl_x5;bWXPmGa@rD7`j3q(kWpx zEX6T&jjQYqEmgx`A4c9O)oteI>h(3?0p1Bvp zEmt3_2D*HMVL|r0v@6xFI+oTUr_Sgd)Sh0lFm_0M>`g9R%m<{c@-N(a? z*f#ffUiLC9#bD9U-orhyA`Z{Rtb&!n0bcX~>QQ~$xye~ki6jGf8*%5pU{k|V7;QlG z<+9_RYc%X^vA%D8+N|vQ5A+Lm{TvFjoi?+k4Gct`>xS%0{+4Vx{_o5w!=tfhZi>ut z^KPqQ$QlxwWQ+RJFM0g0u8I3_6%3&)v!S*kFFERY2=UUy$jv5xa!vFx>jXCB`_>aI|+%tY@flRXtw3&CUj5I zPFh||2xD7Urv$F^j_CIsQE`9wg5PADoO1gAc&K}D6<0UDy_Smw&7824`n?{iy|aL` zfhA_t`M}ZzElj=sKzO1BJKwvWeBHpQy9i#6DbZ`iI<8KwV(D{&QID+~FD>Wik>n-; zCypxw?9eGP_LIqUM*=v1J*K2z@|5fh>T(G|+45XW zicX(5=FIaFnrJf&U9nZE?mGH_W&$Q-YO=ee*xTOH2*t2BWVu|jLS zTC^eh(?TaLf_<%N=Z$rc$ ziY}y{)a~|cg0a8u*r})umbkwMRYx6oZ;wp$Gp|XGAhF4F*p|BC?m>A|ZrU8|v$Fxi zIF|k=^H>T0riVz(Nl>mBV*jr5mC?b~o-?X@d++Ryf54(Is_qpS+-VDA|C5Q|wkg+c z@{rv=qpRzialURY8y;xI&Y~OZYnM|e`quTXl_bWykHOQxn&Y35ZpqcMJ&wNIny*`J z*|FSsE}@o}2jpd$z?t(&(ERFeS8@qt!x;+{PN={MHLPDln}Z*89%M4vV^6VU}cV1&a$4 z%J3H_d-L3q=!Cc+4T!W7tE=td4hWCEr7m`WOMAT^;lIjm+PnF;!2f7OUf6q!^ael{ z>n?HHM(A<8GZmg>o|~I{IWv4k?HaU9_220S$E%P2XA0rMm{SQgl<^Aiae%iA>Rmt?U!!G9n9X{|xSDowEK#4m6O zp(_QZ0?os%%Mq;>PX3GScoN6(xPwUbp!XK=-}G@}?KhNv_cOHh`FTr2o>cuaDeTSP zD<4O*I##6R{nA z;A>n2F@8c$$qW%XG`0L(RxTR?b1YE3&D?bPfu#KZzo~fHd+yjb0A9LlF{3FLZTvH~#$# z(HBVY5Z-I?kT>3m+S;3Ps;jd+>k7$HD=m=s&b-=lvLz`JrweZ}fH?))a z+M{H^?eclV&(`qP%=4~0rE4Cpsh5wljV^_#T1+CRsOQg{B-cPyHt$Cu01=;fwPv@b zp1X14ulOKv=YAcyLC>f zBHrey4E?O^7#O{IV0_e%JpnmpMQ)5Ew-bG(7L;Re_OD*W(SuETJy)YMUSruHEp;B zd56)2p0pjA1}mbi$6A*|rop`5jPLr*ZisH;6MDE`(ViM*nUn>c`R<%iT<>(NYaHDk zs2>d$^Z$%^MtCssmsSJa4o;o+vTF|svYbs_O~2D9X^^|g=~0L!>VaL3|8c;@P1kj?ozPVlW?f}dM+3Q{CM zX3YKPhSQEhA>=*hEoqX711#?Ot#|TFSax;Jt58~wMi`+oFrN(zs{Pv`y)JOQ;^1xc z45gl;o$V0ZJO341=|i`@svokqML2OC7zib33E4pyp)T(Nps)RY8m8qtuUH?rKL__r z&O#}5*-fvTMtt4vmuVYe;xh5WaTL!kFCuA|;>xipcS>zyh51i&KyhPjYi%6|qx3Q0 zY#L6xL|B1PkHq}?m7&jJv?RCIE5)G|eQ<6p*-L8_97nv}a=rI`WkvYsC3EQYOY2Ab zdp)$vC*>{5q1JBAdngbyn`wB}AKqxr8yAB5M|c>i>`JIox9E<}_^nIUP?Ao}I0>g=>K@^ZfMq~o%C)%T7Bit>(p!1c2qWQ%F5>UifW z#;MKr^TUT!DRUGX1pHqAHm?mHaJKXILk&6{va9doVi$jL?{BBjII|okS6q-{FSzI5 zc8JVeQCi4F6(nD?5D_eJUO+?V5$L%)YA)0#B6meiW&3v4i@N3sYsi0rYwjO%GEHdy za}^*l>~{A2QnP;xsdHTmlt1V`A41TsaTiD!DdUbs$?xr+-4W@KxxCuJO1eqlz8BoR z@V`FoRv$}Tsj0eZiH!hW{^jawTGx$So50}p?3^`q*XsxVlCR}Tt|`=M7R!h94)p%E zeq9OMn>n06J1oLZRWdnrj!wcv+S-Qn_BRb<9OHBYf_;wl^beBwYS5;Zz4YLO@W5>* z8-`fOV1j;RCJRaFS{i>BLJC~0i+00;XnDbqs^iSM(QQLtX#8J-*8ZSHVoXpiavIoUpM80WWND~(q z=SHn*)V{_PG!(ZoC-p+nC)o77bj~+QEQ~7I!Q0|rNPhTEQ7N_^^AI^mJF=V%7!qo! zY5)C?AnKTj!jaw5kkuT01b&9@S1h(7~q?R{?5~M{}C%@KEVqsRv4n*lvwGEr;M=&yyW*kj?R2vz3Ti8)N{cY@B z?bN67;ur~Cc$G#+@s@5a^hwEv(|5S_#TrlgOO|O0fj-YM+XQ%`36RhYsaPj`ua10c zu}QkCD$sw(&#`HlRo2m`oBSK1tgR(Ex5C3+p`UI3WYF)2$I^8y!m2c@lZ zzr_rCPmg|otAQe5Wd&!`f7meksIzJY2QZv59Fs=f{XTVyZF7aHbcR3x5nse1U#B@U_$5f+HD?TF%BoBjG%Q#@U=kHPjvWkVqmS>%23D^^ z%BG$u)>Rpx@Ey76gG+%sX}#5IfAYWKh$(O9(v!4otaq=Tz;8&j_TS#R_C$p$*y^<0 z)0*Sfvpz7?No@UhHgzy5Bt^?X6LZ+M>&OYuL-G0FKzo|tI)x$e`iK}9#tS6T=ph)C zs5bbK-cgw4?T-(SXWfQxVr*Rd{PEOf;aXRrK0v#%b zEye4pNQjBe8+C5_%FJ-JktwU{W+_ZsO(N4U@=TdKdR~me5gtBXOv`Ux30#tu1{b%y zkK1gfScd7Jv@H36`Hn)8%JOZnPAn(|)}PG>Koe_|x2l@(rj$>D&nU}+LdLHdnJ4~C zgi>3&R+*2x=a~LeF@~+H}E+L$rO^Ovk-mx6k z&&mAK=1MYWrm-R`&cnk+LU+C{IE@Lk8%!xLou>r|YKS{73^tZfnZFimf;9L2sLjh% zUiLIC=c4jwM^&V(Q=YPcbe+H?O=INLT5ZIe#0oyN4!hwyP>`SQ)>G%7a?BOms~^GV zUO$j4Z|J zu7IQ|YgJ|CFJM|USIdzY1kv!qA(uj}`vk4;obTFZ%|^~3dtbh*xSFn5b-iA5_1kqc zy-+W1&=(OErJ$f#+?lH0nL|*$tF|5H5fL#E9ml9&U7JSdNe7q0*4_SNwniVJ_R4~7 z6=FbQ%;x^BSi`n%&q|-Zl_ONMhxGec2J2%Ieod>=RZ65*2nEB2l-QV}$jp3$nOd5d zmR><8qw}LbkN?@i{W?4=i(VGY`+VGDP>=y}B;PxzC&MvEsJcocYM{}}8~l%qK;P)= z7asreatY)6A_Ff*7yombC|8Z?Q$1Ief1lqc!)Xz*>6;D4;K#+YJWfOCuO$g6F;$KH6?<5}`bCJE!)KvVtOrzNMhC5r8IaZLlI^2#kTC;kDSG%R7dC>c|8&Qns5Q6B?a9ZwwXAl&(kYE&-`%}GOo0Z z_BgBPpGi4YrxeL6hMyOz!)L|ryrwTMxM%<3;}|@ML)0Gq*_B&W8bXl7bMbhiVYEoR z9%DH!#q5yx3d8VqoQ!>N`OhDf(Y5C{*j!S_s}1ve@x;a(K)#b|FteT81lMxqHh!8n z7~=J~JsFm4DJ=uA3g8By-%d6_RsK=T2nKp4JkjVQ)T#Cd$&t+mgpYYe;;Z;|pK#M` zF@TPKMQQy}Yxo~P`53>9yw7fbj04<$d^uTHPoLC(JVqdd!Xy_4YKITJE%$!#itU`4 zPLy*BX9WMalQ$p%f_bTs(q9oG9rT@_9~n*jEtw*de$NDy;6(hIwPETd@bs4=R|3UC z-GLICHj*XRtn<5;I)5J1&^iD6T%oxbI?Xz7R=OK7p5o~qWIFeHWWKO^s|UgT3Lt(* zMv^TpdTg z+PZ=av-Pnhe)X~RcYiSgKIlI~^jRH0v!fjtNr3vO(whF)&-hfL=P8|vH^@Y@y~@-f ze*qrDRD;sv(JrMlF-#r3cfh7sDxmLbcdU8wCQAWX3K5dzOQz8~EJg@)zF*{1{U)G% zuU!~dm|c!=n{naJQu9pp^84D2DuV;`k=G53Ri4C37 zG`dr4HOHnBy7GQsZT{*WC+ft$8YSIzQVz8DYnfYq+I3#s_e$=re;|D&t>v}Y`HkvU zFtW>{d6m<3k<-w?gA5}{4k)j+)L_)irFf2i8;6^q8XZMCKjE(3H#lHv?q1+M zyYoHp)g|eCS?Ac&(Ho{zg<0~`*uQs}5>G~`(n>i?4FT942o5`}icKoyP|Be9E(rup z?E%G`7iDoT=m1%VH$m(%g!UH%{WNRQ{JWg|^W+zQN7#9)upH27GCo zH1@Wvg%eV5Rxx9U0!Nu)$6GNwbWVN&cro|xrid5aol263qN9Lte(|JuvfjkeS0!Pq6@gB z7<)QnxWMBG3{>p#&9-(zA)n&$*TUWu0szg+q~41!kfb6&1=|H6^?{8%QJ$fHV~TiW zJBm40EFnZ$3j$m1!1)+|u;O0Jtxltb)ZtEI86XcotwFk5pk)|P`Zph** zXAXC6pfZ6w#yADFJY#(tNedK%N@E*#9gaOy^9M>sVT8bxDGO|abfnY}z3;Em#rpn@ zv9eW({GiGaHoV_Wa)UC8=ehd?0u(~-J_TwPcQ;m-+*LXi0K^LEuCg4|p70*%tGlmk zW717xTAC&6asWq(mxtn$P6FVa{sKyDlTTrz003hzv^w#%)oT*v9wol1%rqE!E1e7&7PmVymyl@?oVp$Zj;L{ z26T4^7loMVjDBHc?DKWoO4i2BN zT%7E!-xLdZd3l4jv~t?(oK3E_^q?A$`e2>`cj^|5Ve1nqic|@OkR|4j_p}%AvZo3o zc3<=mTRK6<)j6y3&?9+$W8>9@why_9J_*>TRAIA(Q8l~_)& z?tz3rsxJ>{k|!qVjWMuH>hmBqJ5b>^tc}8bYN4u*`C)202wW;8-4uWvbJVjeN3O20 zP60jyFD@dD6d!ORR+hIRF04c)J7g>(`npQI4+~7w;ky02q`QODhKS^VMp+=ZFX2bj z(T9SBUYXt@P2I^_IuLwRvcl#V>WsVB5H!`RRprUqdUx->NnO>BY1YH;s!Y0aufhi1 z{=L@=bnr}R!_q3PuS>~}uP6;7KMV%=XOEAn;uZ$5XKWI^$){70iLT#m&Qd0tPe*- z44Na1@&vFtH%Q$86SKubpL@7+EZh>=?+Nrd-3HEQ!LTH~el1c*&v!_PhMmK}t0xsU z9FbP}ULCDX`QMhFzKgiinjzVAZK<7UF=(s38|1Md3KrxI%?JMcJ*N|8TNR!B(YQP? z#wyrWs$Gn3rJ%cU{bCcO#D|Nlf_P;7n?|3@$jNH)w%Plxc7ACCj1|NYAyCGc=cTV_ zBus`+7Nr+SwFyKcr+qLks^oM_P=8fS(`PibW@m30J?LP=%`Hn=XSv{h`yQ_AZj|A% z5cE4KG0XX{;w^L7mNYA~IWLvdbA=<7&m#MkOx zqFy*~^mG1ucY(HIFVQA-{GQm##3s_VeT#^6SL{i>wy68O619F?GE9J)?l*h(#EnI8 z=FNon%}V6vYi<2QaDkEw2rgcx#h#MuXy~NhMouWRkS^uYUa`<#ZOCKwTd)&!)r|z9 z^NL0;*289YkG;(Ks8`F#0RoC`4rF{$$f_omWE8xrdD~H2YU7^YVX?@j$5U{RE+BGc zw43B3rjS^fE{)sBTm%a!DIk4$=(kY%pC?16FH@kAhJdrf{E)bJa7RCU>EbHV@$D~2 zOyi~Ok1E^S7@S`1fBxNxCwGGOEJ1$wrL2ty8wYS3{(;H zQ+4sLMw9l^z`gfC@5vRu8~xz}-~!ggVwmE><4d~SGNN|k1tHfZXQJ7JCNukMRXV0z$Um1CXnrzOm4%w}SX;4}Ow_v9mg z5;UQ-_K9getQ1zD&pxd2mZO``3#i5{ru`p%}E&^JH8bk9B;idwey&9%h3QN`SxalpJ76n=lya>z@Ar zuX^a1-L>S6m$;&PjCcPyofu4e5bi+_UQfAiNl?V06z}<>z0D8CTyrrU z-4zZ-)@Inv`A{(o3j^?{uF#<{;Q0@gtQsFe3SaBVYorILq{$RGH5YhfclVl zdzE6fA7Az9z>0}gz8`z#gI`LUOxyWW;ggDG@S%w%JiK0j@TqeI=+GX(i&D?Z=Y8(()eB8(^PoEx8f!5=j7R4Ee(x z!r)V?8nC(^cH%T73#;n+<$<(w2)k-E!0+u}M$+%r0sKz-T6p4xm`UMp5GV)c(IUSO zC20j372?@%p2Lo-X6Tf|99szSk-!`4zw}Kl--I|NtX-$vHb=MK{ZNrEz^I5^f$Y9s zgF%W=nNAvehWa^GNZXQ9O4^M7k3()2_z#cbJ@C069mLpm9?-~;b0Uzs?7r98@+C1Y zc*inR)HgPQCg9TzG56xT8%Qj7a&TbV{|Se~xs@VC(da0UD!y1I!CrN2ygXdYoARGE zTUDvpBcl>6B83M!@a;;2tbrMku|33KQFmQ&j+#TQN64nYkkpP;phg*?gEtZ-ecFou zO@p>lTfl5=JFF^3VUsbN==<70I=n6<>P}|z>c>JnE<$2?-Af)r*FW{!+|7dWQS}Ep zrNv|0+(q>%N2-httLgpPo~~neF|Jc`8WZz1b>e=ncpO4)SC2g?pUdh%`IGJ19j4@d z`ILnV)HS~(Hj4;A6nh8UQ+y-STx3(~FdGU<$8!6`&*bS))z{#$8adgIcSoRVj*4hY zF#jDJn!hk|(tn*q%$nbRywKotTMpoA?8cZ=@awL0(|}h|`Z?~T3tpa+ukNjkFF(oRrB&BXbFcoq|yBqMislsTRX28@^UC2>sT5(UovbU-imS# zY9unj;^z1qcV?sjVI=1~!|PAe%4yH%R}@6!E9$yG_UvI+4bU*Vm74RMagRB9RDcA| z5t>CVX7!5HP(mwgH5zQDBLX5R5!y4v?$tSdg(d&ywQC<7i`D&vx#hLYO}8HTf9n?J ze3>p^G%9#zDevv@Wb3q87GW4tu%%z$ZC|aXlk+`!%V~&eaVumdl<=#25T0jF{VNdM zzM0eVAiF@LLvz@?&aV*R=ZW-bHaiO{sY?;8cWym)vkIhjnizbjGaBnya*R@>^5uh) z(o_^>I}e+XN#h$eUJ0WwOYA&7>J5%pSHr;PmkHO|(B7rm|MtAhtX*@*Wd2b6RR@;g!kN3`iWNP^Er!srEco<(Vai zJE4!UZd0)~7DZ%!ZV6DByKP<3dv9eY&jl&z4`e_aMYp+je{SdDn-kDg%pD69@`)em zoPF4~y3MM0eookR!kfOo^qs%Ew@^(1cR6wycqmvaE^h&S`^z*jnvEGe%A}%YfRlXR z`rn8XH~C&npW7u7*w($Pi?Pd#6G#y0HoLrq8*lCXpBQy(^g$h7iH4k=um|&D>S>WYui={mD;mLYbpzH7#XN0Bs}eMSHgM)_(DEm2n2V z69Kk?A4oa-8;HY~Z~Q7G#0eq@%ASwA)1Mh0UARB0L)D(|g)jS#JfV3_KgN@s5MAFp zN{a&fZ3PnDD+`&I)S>`m3Yn6Vp9cGRo@}xAUo22#KMl$yo8roU6KRM)D@{4tg*Eu1 z@(O861goNl_FuZ^iW2qvWKkw7fo``~xcn!(UMa~J`2|?JrI#+z_>AKo&(?^ZtzmoS zpb`Cvd8>#GZk}qk>LAWN#8i3UPoJMZZOx=!K5fIpCI6U!i|>{2NI?Ndk?`w(T({fl zv-+jzzdcU;^ZdnUToLL!a=Z`z{+-*YLuJ&SpzE3k2O6MOx@E<+Y`MsPe>(<#U7r`( zR+v259^|H@Zxy8DS-O&o+}M=j$TMT9`eo*|_~*NUqp-5_AIq2#OEuhMoyY=lzQ<4^ zLmFKc`x?E0jocn;>tE^joVZ!dc|wrUVWXQfdcctN$1;|u^bh2Ao7WO`(!pQnUhzlg z)?4?^OYfZzMB1o`j+tzH?o#*ay6^bvoG$4zJ6{N&*AJ5QG^I@4M}IonEqc&e z1vZZUO{a_4LaIB<)*z7xnAfnz5k0g=v4Xa=35E$NCort z2dwFjM8ZWnH#;bj8p}%|+3}8ll>l+Kt5Kw51h3nI`AhVt4@l}OB%d5r&yHzz+bfa- z-p}1?Ks)&>J%1vdp;Q(ISw8ri{V)5$TI$G#VnCUDyMa+#uK-EpUz#44OUg**vBnnSDUnD-}+f-?^Gf;kg7V3~Kdf?)!gj)kZC2{T0JR#zy{+q_Yl->UrC^N{b?0 zQqtW>gVNoxbSxz)(k(45-O}A4U4p<$hjdGK!_vI-{k{KjUF`0eGc#w-JokK_=U!J$ z?(g{&g2#bEkxRGB0oy@~A+@Tyl7#hNf1+J~v-Z<5>#6n^TRiG(FrMQMiVRi!nSARe z_0;2h-|)CRcX*@;HKGfU)We*>k266F3yOB?`*zV{ketW^K=;z(+>!hZyJKegXk^wM z0}f{PqWtLA4EUrX#w?XMtxC2c!BC)uPVLfJ?BcW zc#tS>vjhClY1Gj7#=K*%tmEa0S?hl_W207XD^}Lre7D`Mv!2fV&L-8B+o=}43|}oQ zEI{4dlH1#budc4#&xd($`W)`1K!xgC<>Np8cdp0p3DIb=!p!(;LH*dE97!vm&e_|r zP-N6kg`zb!K_k;}mSxuOHM0z$dVE1sjd>61F22un)5Nj=A8J*qDAw+u$h*@vAs2)u zENkX|);B(_M&G%mzY)ud$vuBSEhMv~7nm{GJ522{r{|0*fQ{opS}aU<(L!?1{c(s1 z`ahUOSL4&7h3a_SJa&%< zhHy;vK}hI>OyhkJLgug}J8o*;Xxb}VuM^HaBHgA4mD)b53u>QfvrzL~ANe2@Off3r zJ@wnf_plwVDafgcs2Hm0OXe^-<^@Z|?3S1?716Y@o%%wwa2!^4GOzE;7G5q5kYaMh zzq{(DvVH4C4<9r4L@;teA(`xtl)H7byF63Az2ZKo|9V>~oMJCh<0E^?e%bB&9VWep zjn!kyauK3aKTIR;p3pOXTq_go$ojHt{!$wwMba*m0e?$sRss@?1M z55GCFnG09M8HMuo`Mw3I?dX1UhtRw~3cGrfqHfJB>~G#f6wORut=|VNy1&D1Q(c-| z58{rOa4*&=Q{vz}1r7zs#5M%(+F^n;pg56b7tT&>(H zBV`J!xj-~Qf(3D-%g4mO4^)CJrfcsWKM0(DdasIVJDbrV_~;C5rXO2bV7SDe#s$jl(C@c z2AlnCS_gE5I&x_63a^@j}v(X1HQ{aLJ{lD#8fLCD=J1LK!Awp$;d9K{C~ z)#rVtZ;<;G&?5VkJ!=+sv?sAVhh#&jUI&dF5GN^NW*$D01i;I{xsGd$$EMq6#a45k{5pTToto)s_x6N+P2(rItzU zT11H>bJ~z`%B{8^UocmiBu}NZ&L79kg}-CjW1-N+d31PjYi%|#nn5bm$@vpCOvQ)* zBUS`usd3aLUaie0Ym{Jc`}_j#Me_M{P11H@>*3f>^qI2A4K))}*BK*Y>ozp5L}PF4 z>1o05&Vk?WQRu%#<2E{@$pLP`>(sS9h9odkJF1fGQc&4zZtDKOa);M&P0O9W-YR2aS=$U%T>HZNB+z)y#`K`e+9nCAog)eXeZ8-HlDGuXL;t9?d%;c$^%2K@ifl|mDGEtjH;*3gtar^CA27So8Z9s z(30wx22w%6B$q0xbujv{triD5CFc6`OjeOmzg8u&syYqWCRCNxd|^{_v#}OV z-ow@``t#+K#hkRt><4W*EYU?DczT->B-Y4^gWvo6_>1S7XufhWXGUIyINu4PQP`(9v2a6M4s*G;G8n+e3CJ@rdHb?@CC zIQBG^{;<$ncj1#b#trKQxlA_yzQiG}feo5xG<5QXEnQ1%>2l=@H_49q6}XQqvt9>U zT1^ETB2oKumK;B2j9UYX%(omPU&?=`f|CeOr>HfS9&G&4m}!dlQ|#gZg~ui1KrWBg zFiVYU$H;3Vah788xBw+7GX3>Y1B`>;86Jl4yR;aTaA3XdvnMq}IbZ>Jm% zs8J+^^hGV6o7ucI;M?M1bp5eEN01N^sa-p&R$upD;#vA+X1JQADn(PO7mqG%*_< zywN=JP`Z5Jkxae2;x{Sf?edeYsH%z)bUR|_=kNckEIJI05e_Nzh**3rT;pa6ZzG)U z5AUVa)7v|+fFCZ^O?Ro6ef?1+zFw`EY!vWV#IvfRPGgy+Bw9@L_I4bE<6U z*Sf*~D4>I#Trt2>%Tw>(K>O-TJqtM#eN?MinRmLkT`T|Uu71^E`6tA4su7yo1GJtX#Q*i_c0G!o%RXP5RPa_}O7CtC($K@+|X; z6~?rH$)RS_1GCzl>*uUoTIVm9cAWL~Thxs>TI0($`+=EvK~j|sl7%ffLZ*7IUk)^9 z5)jDVaW@RQwU}yV<|a?6xJbx(>Xe*aKJcDq-bxI!#8*@>RnZktYcJ#<;isd&%AD^` z(&U_~Z$P{Kw=I5)hHF8f z(aL9=V4usw9cZ>K@_d<#2>p^BOLVxA<SCq1q(h(_LnIo(Ah}B6?YD_j%ugkB-YvKa~cEVUKrD5!<6pBv0MkA9=#m9eu1UuytuCLJ;_3WVb+$zW zuQiimU-^)zCX4T5Aq(9Rwr-=lerLKig(zlo8t$0_ZWdj6t&-4;$ z^mX>HU-8_Zt!>VCjF^Y+H&47XS~-KB{=1v~^~Eex!Ns5?Yr_$SZ?dEo?b7xoeL%po zt$JKDMsqE$!j31N(Ro9J#ILQ0hrf_3iF#p(n{3R`mznnxRm|$oS0v!(bfBr#YH3zc z5sT^}I6*S!agR=BRKiItr_VWcxfRVVU89m*WmlJ{(6C+$RtshKZ1f}w(13Wtl6&3r z=3`WnzXD{3ztHFA1?J{0oRl^UpyVh*(R16u#-p`UTICec;}3+@F)n-~{iB3zi;Z_z zPm>+Mf-=?NI>ccW6eF^^9t#!eK@q*~+HxBehLc1@FcQTZw{G`V`<*F2$}T)5%h8D3 zj>nwU8{O6a|E?c@LczAx*S(ms{dI4l-z59DS>oW|o(bPA7~Hf|JtM8?mxTWM(x1qW z1<5b&yu+7MFGD`Alnc5IBN9fbCVpo`nctW~06bN=JQG?|)?SytZ_oB&KH>b{E8ZS- zNslD>ckS-+ncg!K7P-Y8RaWn&30nL;;97!t_&(dW zdcEIO#pA#*K5$?8y&!b1Cz8xGM}%`KQ5;@eqa$FN|FBM2o7Y6ESZ;{@&)1dF?G3rZ z#ho^HLZ1c+0+NG@^`5E%)zSW^{-nFZC7ajm&haUJ3LD0xZx1O7fcyD7tUXHuL-eab z8Eny@`V~5AihOyYNpZ@>PQ{e?Lx?eWI zkMi-Uyy_svHi`T9d~-w?vq!vrk`%{38izfMQ{r3ka`WNa!gr`PstP$&V>N;Y%j48L zVssW4^!xNeSNC^WyFu>fvv02mN8WDP%AZUJ!v~Q@0`qA_=hVR<8;BCFSfjvLt z+;R~#=cnJsv2kb7jbOf_&}3ip4@09e?+LIG;~>SMwekDi9I;eT{@Up8#H5r=X%~IT{VJlRkmwUW zT54yBP=WVDnD0z;oGl}L*t>NT()I%mhF+#!(C%URStkB%6F>A3lcut`;5M2ly=EjL zR$)~_cLrT)6fWM&LEQhjlQRjO8#~7^S4ys?eCt$GXfo!V!k&FS7d!{J6k%~q3=n+$ z5I<9D&tKh+o#Wf>d2uqZ@VqXPFp2Dq&?Uu~Oo-5t)6z&DhC|2dDFCwQIsLraNO?V5 zhM;W_tO*4YI(K7x>pK!0+qjf*dF})?R%Dv{2JLgrK|QMGu||CaE!o?Vd&7jkmjf9^yv5TdY3y*w61>vpNZ(Mt?@`8#lJYoe-oBQ8 z+95y9T)D{{K3;ZTf8DX)+ObdiuY+p1dRiHrXJu(a3+j9Fw zT|X>EQ6%5H&hnFE2qo7L^`uxBdWm#OcovdT&qKECugUle9d%}Ea!pf~LRR)v_h;`S z5qb_Dn6ZBJX`3b8OhV<#ZzhpI)O&w^nhC07CB*K$K<`KYNsDUrpiK!;5FW8QNKx}+ zrd9yD5x7+Oh0Xg@cJbJo!e2)p}Ku8EVxC!{>AB%|p_t@lDTGs@QKSXRtp>MQ0 z#n%YdJAmB9TDT&e#qYm~p5gXBs-#C}OI;ap&%61T!WkBF`6q>5)7T#K_c!cL{V+jh zZ_ic-62!m#fKd#U36@6K-!V8h!B~obx1}EASiUU`%t?E6a&vGIUiuq^{WiUIj4oLDOF8Y;R5e0PPHRd{ z6h6dIgRd4-_uZHC^E-t#8j^3pe_uhk{OyicIg?v{ncntCqxGc{K={ zNQhoSr%DP1G8{Gsc1MV|WnIBhx@cw4bnnI8d_X8vy^8;%(Bh!Nn*QqLhcC>Ri038Jj+52`-oBPlk z)Yso%zF~rOPQYzgZ;I9E-eVC{5|Ql;a72{QrGlrD9%1){U3d%iT#lJ9$v0!S=jPYr zE8nvhHW@eho<}t)zO_t7I-YU9HsPR&^w7UGKiG^ZPbpeZk$P}G_Q-JHrfy2yq9^!f z9(cT2KUF7u`A}1hZ^GU3t4);k&6!Q*;Qf9FkPnh}TSj8;|HPbx`dx?KpZh(IE_B>I z9zXeZ+_iSzk^WmgAE|yiA%FZW*fQqh1utKw;jv$;xGrhJYvsOw7*I;KTWHWLSi^lm zH}#CCD4c3P;czumpMqXcr&I||S^%;AQ(3cN+HG8>`ZXK<0>8BqS}Tp+?ZrjjSdY!_Q<&sOfpiwTQl%1_0+($s4fsNCVUu*Ub8(C0 zQ-!1Dxo_3FoSujNP#3r|{WLtmH}O!2wNh;zcHX&09v1kkAz468u3*H!r#IH+?9!mX zsGz0DOVu&JmCiGM-c(pVry;MWboPgqBBTaEi2`+B_5A=S3u7)Alc08^^(I?oCFcma z;OffPvK0_C33#ov&%>`O&;C$W$BcW62&B_GpIxrzA&@0$^KPTo$huVdZ$+!P2%Sdj z7UP=e12!7kw*YG~=rTH9Ng70b#7j;Use`ee;4Vv=yoD}-e_Ue{Na#U8{5n(9FJ^RrX zgqh34hI?ob?t1(V!@53Py*tr9d6tTP+U)`Qtqam{!Pl&(hsr(Rs?_Wbabf~k5dY`K zv`~%GW7VSpZRz!t7WJ;gD4*z$_eT_ttv&o7mnu}9H)d8=PEpa(i3#lgo(l0-zgJi8)BS#5HwifP`FOe6GE`x!1*JD9qwZp9 z-13^!jauBiZ%oXM1gZ+BmU@1R)AxGw#QF&y`wb&C3fW3?BMQ@tZ0sc0g5fWx;cWIK zZEa3eaH0N_>e^_v7NB7{(v;yxb)$ykh-58sEI+0j}L5n7J)lrXd zmsjPs)QfZHriT8$lG;j$KoPTI-Za`)di2nc-mX0G2{3e$^Ptwk5dbfOrXOA(cV~td z2Z0(J~w1BC;~*OqcIpUa`*Y3CuWkIVxp4 z@}GZF`}dp%g!jtVMR?mupU1s|pG4FX5;xaiwsLdQfu>ehh5njU)VS>Q^oL{sN)jX^g6!!vcs2# zL`H*i95f6ao?1#Ftj(!DvGC~oUOJJMa$B$CyON$jxo8lRHyzs}JcpaTyQ zeeZaEmk82eku26%mF8K{qT0ytc_r?9qTc2=|=-S z#d-GVPETml?i~d};$dyTP#xhNZ>9!7uS%KBO84b5_1Jd*Fg-qIteOc5P64^*t*w?l zlBoyfQ5EKdf_YpL=wGiXp6P*7FKQsJ0sUKzYtA0nf->Df4-%-*C&ICix4m6JFamK%Hcpf3;e<(56 zDn70@XdbLD*TsC4yCNdd(VDI~N}6L{SuNyD^70M7*oobe*yE#XPPoB+CtT`Xqwf-4 zj$h>po4>ve{@gI4|KE`t6?`g*HrCVn1tAM#$r6~pv>a_+NZJq(tcf|s|v?ld? z3J1xj)g(F&=+zaF)!mo;6C&72OoxSp&XzcQ_C7|{e9s0Q_m?kmAus%?_6^+rXn5y1 z`db;6Ig#!gaHF(=Dy&Y8y4A}e+uAugFmbr5`y4yzr#s*NXkVValqx%_SbvD5*Nh+2 zZdsbMt#)VhQO9@7qQ}jKMVlRc`G0V<03Q zw$IhksK+ezKH2&U=kMBZXAfb=Mm^op78`|RUeF}$Q1!{A^2U*T@{PHsl* zNj;}oJRaGHCQlEonA~nvFs>b&5+o>q;y;qUh9V`22Z${3;AKd zmvLmPFrz&moampiOMHD5cS4h-Wj4&o^%fa|5ZKl1WB}f(c3!j?YW@O|{CQ2Oea)^m z?0O#;JiFXE&{lhCW&^87drKZR?gue$p0|Pbd(j1t9qMx<9JkBW%ZmFA5rumRtw$T( z+bI^z$B^#zvOqLUf%Bd5`HsDx5$SGgs%#deZqJ*WhD8WBL|2`%MmhYwX&71$#dcBl z>AQ~04!x(WqiR_(1dy?WyJQXskp$(JD%eRf^JdbllHl|5q=Sd7Z4?EzBIMY3F{N(f z9==}CXTwjTJkwZwQq$x4<1Q0(8}MHuHAXOdW7lMX_t)*Qd~%x74wi|!g0qhM;64AV zR6zP)if%kX%gvM>**fLpsmrs=YL?m8l z2fV!Nn9;=Vb!ND_ttnEfHY{&AtfhB)6#st;(Oj+9^ea6hBTH{@l7)sFFuVKIm4$oR zp3d0L59;=oc>hy*|NRkSU2bI?ZS!ltF5xXYxx&yt>V5OUCjZNuprKE4ycIVPtsmFonK|F0pL-UN{_a%1k6 zY<%iI6FyGmP97xx9-5s-TB7I?-ug6wsqroo>Xtu{gZuzQq`aDVaFUULfT=wnDMhf` zSoqO;*lY5d`$##9zhA| z>$iDrX8)t8UJ{@hhepDbKQ7b^;xi-u9+yO>{EOf-S1lF+6qU$y5ik)WZM$1LKLP}NqQV{2=|qg1z|Laphn?TRZYrva@rlBS@>^<`nO&zbzMhH?lcze z^1u>(`6qH_h%JR&IZvALe7#;v6QrS`1XPDmp-1*AG1T~*1feU2D z^qe5NfAu(g6jIi25CiS;Fnz{gtt;$c)eH}wIiF}I*vf>Tm? z*3q&dAv+wfu$_KmGD%Ks!9J@4$bv9Gq2Ia`xz83Mz@ughpMeG&X)_Ztl@@_6kRkMu zE3cX5kbIFK!qc2%D&gg>vAAHjzJ0tc;1+kV!15T@OCw7G4R2 zNCX)=Mfy6aMd68ltm4V(!M4h;z(U4L%YG4cdd(mOjX>E#KZFRpyDgUm8iHIj5qz5? z6WgA2qr=eYXFo@#=}k7zu*?O7D~a4Ygal2@`jvzQVHk7iL%4^FhGSMwI?kmI4h!_p zgCG3H2SoaS2VN6yd|-(f3mtyTMB<{vjW1aFE1+h_GL+zGL0DG>(~mBz6Op!HWAy2M zbY*;H`P>vjjco#j28!O*iLPItu2W;91z}F^?=>3#x64uut6c!U{!i_8FtnnhUc1z*@_@`zm+n(sUfOdYtez@gSPzXU?+Ax_;SZQ@d# zBsw4omj>(QwDGqcG+<=^H!So;ucd)8r(;raETw5a!ox(cWEDREK+Fb>b258Avf~=` zaAH#rjU!NZc4p_>a3E8vgBf}~7?4?QOfL{qA`NgNKKHD*+chB&qd)ic$nxKL)nf6zK?>m^4)s6LOesSXqYZ_MOsk5A?Azuo z1X`o+|A3x7n$|t`J0EYY4}%qON?`HJH68M`!3G#geE`a`p{+nK zuDU;{g^P2F0!TDT)W8wADtjznU`{Y$7;=$b5+6|bpxmw`L}P^%GU<7Qo_`!7jLUB} zsDRj!9kv=Z6BzsH70UtaY-Gkc-;B{Wt-mMm5j|wYxA!*!L@FZ`r6X+wE|ZO(sos7J z<>Rcvojt6hMcv0j&Z}dAgz{T3y9Ru;AvREjxi`I0kKrK9L~mP&b|wlVh2O@Y{@oP` zpupavG3_CW97Zu5?KS6f%`kL&WdQMqB*oHNQ>Q9qy!I9#(FYtIQMJXG1pP@`2tGho z%o!bNPnr{(6naPFUcJGb$n}Sq2uo2ej%o<;ARZ87bntRBV|G;|9n9l`ct(<)8#6mx8bN7&qk%N@VcZK)B}(87p8B^q3cK-> z?{AHJ=D%U*EX0zbP>Xfc4X*vCC8LY^m8wm-&=$S*H}+4IE{y|_1OG~rJR1RFxsEe@ zJD4e*qn@ww!e~IpAKbJ;P;-Xmr3|fUQOdVWHPcHeTAy;`4r^l%G=2%=lA3GE7VwGG zm*shZW&kF6!e%8bn<17YKt>q<6s%p@NP#0v<}QqxKZNDX(ql|e9yTjmxMn#?fdd?m-9zxnbOs=JcwULhKp#Yk7GRk$A-*;P$4PPnq^H^q^SGXR`{Tx%zvmF zW@?v88?Jn6UW#XA&iiQogBhy>K0q!NQYIDs76&RA5HC@h9G;e2W$^zhbCRS|Q3pJP z@5y=&nG_~Eu9&|+9gE$T5VklmWpaN@bF{GCA$xP=^T-LQ&{~h^*oj#FZz7@grFWp#EtWUq+I_cu?2-j$DpJct4 z!UX<(mj{C>o)QcJ`ql9NPSF$h0}{PbA;r?o!tEPob7hrIOizqtjwF?VMVlv_!du_e zFgw<8XG@st3_29QyT*Nh)_qC;F+h*Ud(CG)#ZsebxYnRXC0?E2m$#=uHEb(_~JbAC#I;3UJFvf@6CpMQWj}n?cC7&`F%orvZe_sz zdwOuDL{L*JA{kgk)s1oyrfME>8!#EbTnx-ho&AmTyyG+X7)vd!%D#lAshgB}>-iVd z=zFK) zD(w~qsvMN{mVr99>IQ{d2|5FvvSay*;_INnBqjJXqf-s^lkldBu_jzAaAQHVVsdsp z-aeuFc6udTz_TjRE3EoQHftb%As{6*cy*Wzq&xKq1K@Jx7wp7&2;8{Z{=LlTUVx{Gx^VgPsA{Z%z>p!5_P8mGmZIlt3_7*i)izlf5<-{mbz*7>=PTW zM6f;!haGAGQ0hl*rZ6@PobDsv0@gDEKfzg2{gYqW!4HDpzFU^QA#68s zZ0~Sio_4_7-+Wb}?_s;|W^1EDIa+96uy?7yaoYEBup+h7vX6iH=8iJyBZ5bly?G*O zuLNYRR;OcF#r&l~&Fmx}oM;gbljhycbL~FHk9> z6)N9vPEJFdC~3DhGdgplbze)%bS~pIsaDsyBH$K)`kS?W35}X~z4=ud2N}#MW`bq4 zHvXh?e6~7u163tr@U|%Wl6dKyz$(*rYejBE@pOU@?M8tzfUXLg%d2+A_v?T4Ny3t~6|3yJ2_^1O+V z^vwkzvkY){!{$pCHItZTTLH8&AoTdl+07p;BXQ)<|*FVBvHs$v8&VpjxY@Bx6 zo2PuEAV01fV zd`>8I2#{M7TWvM3fGO$2h{nvH$ri`Re=#Py)dE7~bMwf8iJJ|{fhdE!-NyCqiHBz_ z=J!jL%r)A2+H^-)X#`HzZwDNI*}DX{@9EBzcM2x9CLBagRMp0x^GVh4vBVC$s+edl zQMM*(Zknz1Ug98Tm*+KpYo9Khb0r)!0R!vJb?$7*B*^btIyk^w#fq_zD5#N{5C;YL zTUCox$tIE&-O&Ooo2r|QoTG>I{DIcYJT}~UZA0#l75cFD1uQaW5Ym^_lokm$Tx z{yTzBHWQy|wH8B!Stl-?n-cy?_T5c>@8^3trOlxj&-S>+<|~b{*yz<*ZJ}Db&!TbM z`8W2*SZe|BL5EPtdeU-S(wng4E|!=Rp_Q{junE*-O!rh7k4(D$NX`6=L@dnWmwf-! z&>k59umScE_f(&D#!ND+XiF1zD1%tVLg#ZX2U^&LI&lL97z{ewF|1_{*Ix>?=Y<&g zLu3FpUO@NEKjBc@KBENV?fBM)z$|qOdxCWBGv^$peUvD>HdZVu|Dq|%H}%QS6qdR< z*B++?XC@P|v&6kf}N8n>%Zoerb34~oRTyJ;UMWlF2)f@V7JBXujC1smFF zxdC7hR)FSTB7KT6x5JI?)_A*VVl5#~rsd^z*hz(t`o!-v#{Ril&=d_(Rammf7lDF$ z$1271Rg7z!tzT^zWx9{%DrqwQ<594Z?{f6t?r5DZkrQ6IUe{Tw^M@`>s)hE0qekH0` zm|(Bo)9!&%aDkC`jdN0s4~}3krp8-E1HO^LCQS`$6ojQ9F>1ASq4S2f5b1wRVLcOh zLG{I)zq1QqH7#b_aUyIx-8+#~JaS$T zY4QdS_}x;MC+{$y7-_o*%bU-QmLRDw@37S|a{O{GNd{c1XS?Gnuiy?oJ_&e?;_SPf z+YH-X$M0(&E(-XyP(RUzY~3t>T6~vJK;vQpZoLymx+PL2%uSh=R+XPH{8;ebe+sFr zOB?KX*!B^ZZe9lYkzcYx0wDBJ*1Q^lRm3wG1GH!X#hvnlufJ`!j6EE9r!{`wn222o zex@GbdfAS(J&Bf2VNLxITr&OR?@0gaa(n!#_#Mj0$pPzL>__i+xpenlC0m4pGC=>f zwy%d~oNtjuaddbpfbyB$X$6Z0=DW*_d2f>nU}HfT;k^sAbZ$B#Cu`1#3m89eBqM{! zkKc?i3H^N*WXptuyRE-_dn&>=f;Rr`IdXWt>57|+7mukr<)rlZ2!;RW%8|Jh@AQZj z*En6ypby_wNEkXnDhONNQk})@jQ8-&$;Ds8@R>J0JK{p8Jvc&-*Xu%;lj_GUPVkDl zVLI{x&HRo_BLZ-Y9MC*@^Q#ecbyw@PWFa`6E^V6*yI3Eh9;w$a!qEzk-4UXjP)20^ z^DINIGc>g)6@#+s&dg-jvClMuM7c9GWOYNtg?j)^>7p&U9~9$FceP@odvHay!Cybc z0qHG_^YZLuf?W~^xWqZp;zY_(J;t2A;lUg0{_?!60L{(-=`+Lu9d|SH@D)i;Jijr~ zy)P;kzD8zF0N|h+?_~`n1F2Qa=OuJ6jvElS)CdT}N-qQSKXJwL{SNy9zwPmEa*#!& zoA^%z%)_N|%O6%)BXQ~v#q0R3aG%l1#OD6>$P{QfT{V+9Ebx|p+UvgPfYJcYH?gRf zZno%Q$*2Gbpg%XbPm{}_HOKHY?f3WPXU->EcfUo;XfXNQYUC6aDjRgS!&~&ChU8OS zO2@C73miT>bdy6n(Jb#2iKgUtpo(YzZvk*5-+O_Bg5N!#l~dBguguHN3Hw+x8}fvK z5wS}LQ4sYtepgOv!}&;2^Erl1#A}w?c%3u3Z53M28dSfA1{98--|awKpuhj3BO^TG zu269b-F2LprU!J)2j>6K22+m9lrNTIS^QF*LSvD1C{Xo0hmitM-pfNN3~x&PLN{-S zW)vmqIol&^KAEa1jrhYw8r8;r>;3d4`L^fPrbYVXB4?HD6Gx}t9l_^<-=M1+gl4a} zAKrw~BgB5fS0fOZt{FFk0q%zN22&~C90MwOfr~JWd)^NdXz)QehTNiU#cd~eo9{Y? zP}MOPW@+#cz(C*AI^rkx#gs@AMX|D{d-HvVegH!o2~w_t#socSPw}}y91DaF?aA?o zO`thovY>xPso};l6><%4-k|aqV)UQOPpi|jdv{|cPYU0kbGP4)iyGmG$1x}r$Xp}_NdjNKF9!~VVhnjzRI z4qAfFT*ylA_U(->7f_KE`jk-4G{tSK{~KgF<1BvJi33Yo$IA8Vnf)@udjlEaQrjvG z_wPUXdlc6G{oZc#Oj@e(;4MO0D>5!3ukYZ@k+jeI4wA-B7(r?& zl4D;L449uja+Qu%tD&$hb%Heb_|S~|fwmEB=-5&yOW8ohaKFPRI>nnnG>gs^IEaj7 ziLRWU&qAf+V|L8o_qr!@mRWX&C;t_ZA-|i2$rSzd2I*-mE1+`Zc{FLWgEVi^4f6Jh z@vF8awq>P&Rk990Ta^b~VDgfm8st)TIIC7B8Hp%nwWE6?7J>L`X#ovuf@(5z#KBQP zIGWZuvha_u4Jq93JvWX)5ULG_wS5J&`FqmI%1b%{(C}j-aqc>7u`e zFYX%;D%jozu7$0mOQAp|eL7o&$*~(#Js+wM-#pWMdVMCphOJFq`pn^DmK&x}VGx1F0^blOu%1a8v3C zPbv?c^cEEH7bEl~sh;;;xvk3|H>~Wusc=dcm|$vuDip{jxqGp+r<<$L5%A>0Tiz#v zS=Ovq=R`^+Rcf9L{XmXO7V5fh)PjFy!vIX#44YFF4R` z-Hve5p5pSIh{nbwi_Oc&=D>CebNOhL!sev>Z$Z_2)2|1d$ni}qkW9tfsyT^sNtF+_ z6U=KlBIZQ$$_>Vhl?(=AEiLWDY(pKNHx{msdHuRqh~|i+ct);#h(0-?ww4Q2c8;nq z{g8$K+Rq;`--xZ&KcX91eS}eW zI5JuQk{p9S=5)aRdCfKzo^*CPWbI!iOI|-39^7?4-HB2)0g6PcLJKWeth~Iuy0vvM zUfI*Zn)iJ`aP#p(tIf<8Hpb4*439$dJJ0Q3MvgDblN}s+-~q%;cg(`-;b1L_i$`a!*VeNvs_iZqDoXHeZ-+Agu^UNHd^;PX`4&HYlcwM+ z*RP8E{m5SYM29Hge5K(Y0W!0I+EY8qNhVq_nfuu+6X*iXX+HQ<##_2q9))Xf7?CbW zKh)OAVa_mZtU1*y448G%Om7a=3C-S#6ztRjAi=`Otg*KIiV6O5Zci#*N{X%=4E&<;qRN)v#M$SG=*#Bp-}-Vgmy92@Y{phqY>Lxc_-}r}>PC zQes6WRyf3!+107F<@U5B`S?o|E0;9ZXdBRIFKrcy8EcDgf7$w*-~Axhd3H(4ndkzJ zfHZGi`0q&OZj&aefF9Mpmqq}`!|56Xf$yA7ff3+*T+LJEy}D}jvrngwivG~Kwi~GX zL-JWHEGxe4M4yKBp1~hJ3be=F$ z+s&pNm(7t1UVE0t>m6%7bvhhEabF)PkYqG01e<%TQc3zWyLsR=a9m}UwH@14C4dc{ zLT%2`+=;2SG@n?YS1tUs!$?bD<^59ixqZ-m2M|7~d&G12OTUy{xt_4K>)3MFHr_TT z^UXYM;vOu0AWX?SfkuM=B*i5)#{p&>Kq!dP27gMN<2v#PiX`-V?cuH7wZ zKK>wYrQc_;7ua)|P;mD0jy%wh+TF7P;Vo7sF6TKJ*)^lmmG`@6+MLQvJZ~Mgj0#m& z&T;OY-vi)hSSXaG6?G@M@;ew4LoM_jqsy#)ds*F=myw+Q2_anzUdlMr3g$!lOdb$0 zrI1X~xGT-FK+0t{ki-n~Afv8|aV~(6Yn{@h0mrlsD#eG4H*yr9Q==7})%rQWeD|7i z0qBw{)I6)e_?U4YQVpN2s08?x8if|sqgG~IZ8VMGpw=b^Z!2oI(QwDtxlKt~zzl)R zs(My$7n*bCBriq}2+f#7HU= zkOX-xJKeur_wCG)D1xL%z@3I)mUlDBc69u2DuJs_i|A=FTCJevB%c>551_jh5QCkl5h z^(d8txZTMV8zxx5|vugpFA;26yn zO;)kVrP9t1jVmug5fcmYRaU6<7Czz3itK3jGJG$yV?c4KbY_@_7xN))a)hVp<*K~- zG3nte0Ax*b!IkN(H+^4Q^xip?NopGiG3QLBJ2LzkP*T#74%>f|5Qr3%4srcB=O9#` z+j;U1u;4d|+I>a@q53`q@^F`6TnJucG3M&!Lv4iJY1v;V^yRP3N65z$-(?tGV@uVg zT!Jv$d{r9)d$Va+n{T7t*jkM>mul7GvAsLK2z7{&E$i*{(tey`;SDYj?8OPnS2=$; zs}V^3khcZfH9o&C9f#RA8jy6V+89`Aq}S9x_#VT=*p#^MU+z_r!4lxjRlBlYuT&IW zF?2f$eLF<;1fR8CxB8(B>qj|t-n_5!U63v9XYchaG>8jsM4-1pI0of7kHuzyK<@Q9pG8qW$LlA(JMCc>l%qw5lpe1J z;m!bloi)=|m+lrNaK4|ce2Lhnr*$u2^P z>j^+(Vx0G~5`!h()wKC2Q3HxICP=f`(%YcXxS~zW=NKeMi}@(0e*W+~!l}Y3SNxH8 zOX5+#Vj*Lv$Im;=iQL*q|L*O|4c%}S+ao!_2Oq}s4jwIk} zPXzt@RLr8E+h8w@ew`8^j6Wb3-K*;ZXiIvhC9z{-}uT-Q}c2-Y(*tRpYL}UP^6O$XCE{wWcmy-!b zmI=8_N6>yFeobB#xjvuYjqpmhj-viUIY7fjZ0^5y9+K-#gWu#qauA#u7aW+kiT1xZ z7R`O|bay$3Q5eS|)4JWFk(?s#Anfh5VEi9RX8~1Z_I7cHknTphk&=`~0qKzLkZz|cC&V`JgY(PT zs` z4VW!^uANMHznSA-rRL@T5s~T$%Buw@llukAyeNvs(Y;*ZVOYP7OctL>y@b&YxM7vu z!qu}U3{lz96$}wzymt05?kp00B|t6f!5$ICCX6D$N)!l9Mi}y!{pOhq_s`&_!68BJ;Wjg8 zZ}j;u|Mb7Z<=<1j-nKiI+O7w6g*LK4*?G_Z!{Ya;L>k!T<@{wt?_u>5wCv`qma!4~W)$ zhsXJtdR2$lS+{E<%&qqKK*(y!64PP?!D{fV#89d_4Q z=R&rxhdW`p@jO#ofir@OcL5w>Bo6V>RZwo&2+)cBNKz!z8z2x8@P*?{5Ro2YnrSGE z52O2r0p{-tB$Zfu`Q85BLdboS0dlD=znG*%3T2;ZvZZl@EYENI=-e=L!wJ}(*r+ua?SFk(Vd+1GvWX-P zy7l>;!$HK)4{ka(rHA05jCGre5=`AzQ}y55jjqa5p?XmPi-X47a&sAhm1<;o#}Olb zXOJ3cO1$-ftA@ck{|6qXo(RE?=S3&D{3uQgpC9`@Zkp7(iFRW{xz^EhCmrZ-Hz$BlNNRI__?;LCJkPyjG5U;-GzMsQK+=Qr zsSR}i6W-9d&`!1>c=j~@AD<7rVU!pWlf9}pcXZT2dvqGg3}=WURtOY32g$nZ3*igaowz9d zk8m2nkB*g`fOL`^o~3$6ts$YKPhO1MlrAk8kQ1z-9MUL7)vp8^lK3@38Xb3mo zw!#|n3{#VStxeQQ#g zj6djI%@TmQ4sPP3QnD1ebRcddy+Bl(56L| zUfT?Q+M_@1!IAP)7sTVjg`J`5y=oib#xfRSNB_G0NuDebNv40yp)Bm|LHmH5k@AFv&WTG09~{t!*@(xDBG95uIRQdlgl}sH z9EjwFLYHxeZXc7v^m*-2|AjbeVE;(zaRaUp((xGHzXP=B!r#qL2?X08vVOJTw8{+V zwlHq5uK6rIe96BGSjvd>zBf#sgAQ;E1BR&bG1z9`mKpbT2G(#-qpcWv8bLj zeAs}%&IGgM?hu5u(gU{)rA`hT3PbSi`fxVMqaI0sx#w;1R%vyGA#CU$aF>B!(A8a& zcr!_#j4i^rCq-Uh@|*5@N(9h_*_;*c?b(S*s4S?WIA~MDGyeNROzHmfH&6G#6&_u+ z+_mR_N}+HG8X9?G;A1tsm~uFjW`njRWJMew_#=~!rgTvv=kdnXnCK2&4W7_OpHVIh z5iShv?DJNThL_CJpVYx0KRA;Px%FGG$5NZsTd&pro*tM1quA6gOUyX~jzC0X04Uat` zgYSB}l7HnWl7sDs`u~v}t>8HVB*v9i3Ch6VLX0$^1@5kg&wj0axdn`^VS$qdSWX7S zwsGq>m>hH3rRPV%o>=UWLYfau{uTigVNRaeyD^^WF#d>WaT+I3&u?Uqn5|BBo2)m6 z3zlz4*D1~)rYVYQuG}WJ+?F1WKJxd#tcwP-E{)lLa%Aevx`iMmG{f$zPR%DhQVa|% z*b-b&00V7&I#+T zFtY3tpMNhGS`$aBw2XL#05bFi26%tzBiFbmP1-!;fa|3dc4*YKWt!7MF2%}=0ez_V zTe)Mx@u2;h7tG)3`WVF;HIy0IYU2oC7pl8J+0On}RO5F%GpA%$B|$aR+W@R2N(RR& zvv26QqB5Oy(HW-LkCfFCoQ4-Y=4>+3Hv|!3z|{CiIf+l(a`oqR_^NIx#8c-{$63!X zbc9C5r$4WuJ^QVt20H|{O0~I9*IJeU`o==njX_t4Tdz|>rbWsv!zvsAWACJpC0o^KF>(aekJ}gIMV#Ttcv>0euKiDu|vDB;jTMaO>%S@kkDej3qI{Xyo+x*eINBAsa^lx1>AAl{i~zb+Vm^g2iWxUU77`$ z118(Jr8)-ps%{AVbpy)&byPrmQfeAfT$e4-vn+VmIH}Nwg_l--0UQD@&{eIkW6BMl z?TCG`onSz%^Q_6TEG(5|%H^FT$AY0lG&A%O+n}>zu?h0X`Gk8(+)sMAg7hbtJ+3A|xV4_r7!uK7F@&exGOk;X-zz;maBLSl-@ zQP1E49-xGlrdGpq9OuXnvtPrntfTg?L;^2|B z&aAcq%D1@p?x5I5rV^)h=&9WcHN}GAxy}2e>!nNR4oGew)ZA1rI!j_YRc=0Qzm zJsYHE7oQZ(+kCYO((B0oeD$yOdPWQK4+H?eQRID41T_>D9)6Z5^pN*IDSx(7Z#ORM ziE8y)XEpHKQtg3S+VZ6yDExipg>0Sr8hjobE*HTP<4u4tx!{>E+F7xD@s}~6Z5kdT zc3FlF*`Kpjf7L7=*#`C1}c8B0kF{%ug_%JZFqC8jK~ zg02#dETAu=dr@boJh7r$vAG1dP5e89OH9HBbuW~^QJZ4~kQukPgy8`b3OIdO@_t4h z7HCijMPGRNlZV z4f1h|)5gy4OQqTTzT1hJQu=^KE4D_V`7JEYk+T3US11?J|$=t z>s38m#Xc6eDX}a|!s&k50~%Adb~LOlMTeTsagF+aAlqfQhf&vPx6j+Ofa?-w`@V{! zVmnhDk6f8z8f8RedLt6J%v=*(&ECkG`TC!xYTbY?vhMvF?N;Gl`uBl8hc>{0_8thz z7>-de->EP8=NFvu>^7~POBlcg$8&w}qeIQEfcB_oYHS9eF|I3*d8DR@s7cRGw~|?d zceJGexP~@Sd&*nHAY9c0#>68)wANZ0?Z8zR4;=#G!DRRDp$dX=9R@ky=}D&<>8>~u zmP9=YYdN|_B$&f(twAHSJ9UwmCT60%YTfpMh^JCS-S17A9w|A0u}i4_TMJF9jIYRE z7-%iIYFTdW!9a|pCm{x#Bv0!!i28w->0W+(yL#p#wD81p$>O-x0MkEB(@)og2A=Iy z-sJaX*OQz8vXko|a+ElCC5hRlAkPbD4^r5x}AtC1)NREA{=UMu4gV*3TRTLSQQ1?mA$A+G}E zvW|9p%^=`2yD<2~kT|G^s?^jTsU{{Mtzaf4bmLexl!QCfmsKn2D$pQAH$p;^AO%@n zA~&JegDQtfb{=cUJ$cfthPt@jBA$vx-8>xH+Ivl1VU(#bjHk_PDi|S3cep2!Ha%JA z;w0x-JCwc`Bt)xtjewGIeIW}#C54zp_bvUe@;3c1>2;*PT~E(XjVw0W2FqFiKypY> ztN)#Ry4k9Ai8FK_N z7CM9WT!SXvQ-A3WMDo0d%i2PFSwq`9Jlss{xKGgx9 z)LU_5UE=9&7~!UIM6!b2mI)^^3i!wUdFVyye;-8gMN0jzaDVb9T=v8kU`itt zM%R6s6du%Zdqch~nh=UYR+h3N9FxlglWmzJGJvT$^ur2^P*uY+CECQm3^!;;V5t0j z>`*UwF=x6`j1l2N`VL;#3R8-4jAi~@@WjwfgP<*g=yUF^9|+h-6~eF#2XP>YAl1nR zqV?-#;fektI7RETC+9!;S9d~W81muopIOUt!^4lCpLMai`wzR-Za-+SYHm2v>T*kk zKgy^N5^YV}^7St2v7@>2b+@mdddIKc-|C6kaL57i0;|6r%h^X`gq326Gx4x{Z=n#S z9r0%{ig%Lm+eGt3EM5NFC&V4Ca<_Py-n+5rNp-c8R zbM+%GKDRC(XM>gN8yfmAF4#=RGOb@uKvmvSlS8l-m-PDt-m8zGilM*B=@1uElYPIR z^}X=9sgu7ELTII0%%7*l6$}2Q-HL zJ9EPRe!>-wLps>n&{`R4<=yi(5GFW}V=SB^{DK7Vl|N+|8Vp+|P3YME2wy-|u*5GN zsEK@XW_9wdp4(`zWWtYlb;d!l(3<%Mu~y(3zeaJtdlz*_QxgkJ?1Np&8w(L`+R@c`>p?l64?3h zjfpU1TLS;*@B<-Z*I0ivrz|hO3>$~*T8g!sjc@23GzhUN^3ng*M|3 zUlV*h_8*%Pe29NEfs6vciJEq%8c{e?jI)I5)3_z({FPCGo*!H)TKy{ z%mU%ee_x{2fqcm}yWNx_FF5G9!BOD|y;<3>7S_Hax2t|41uRsXGPESh7YQ`TeVhG2 zmar+l?XpBH+$v;yXb7l)wiA+MQH)%`Pu@ zwwE_;Gw`gG#Oi$ssB!0T$>BnuEGN_aXO95?xjJb7qyLuy9U@?nVNLVI*BboPPFS-e zk>Zc6$*xmHVgme6&Wpn8e5xJ$)LYe8qGY(8K&1r6oo#hqll=XLzCCsoaX%O(Z;#@> z6bu0n#49Yz`}BdpCpvVl*u*}n?_;_3ss#6kIBu-D4sCt%XZXv3OQ}deOuN!B1hKF9 zYR~u1sl|8n#*7~W_U&Xi)Q4oqk|i_00Wa5nQUNVc5ZIGEB?xvQexx|=B7R@=848fm z0kK%8edNd0S*R$33w1RrLy>pyCCjZZ$_Pu-y-$}kCA?y?cH= zvPeL6GcexZvx0$xFye%eZ~+-auh$ivVumx8U^V(z)a_Auz{LO$K0Ghr8lyS7!(#% zAgT;|z~PFuWX_S3gH-DO8o@R5;Tj(#;I^}KW{J9{DAmQz^5OKk*+gVw?h#s%qlH5% zY;!5agj2pCc5>u`^@B9XFB_@y{C8f}YRZ`3&)s-x)Io|!Ay%^Oo-yc#4~WKuZHSEW z0WZIfaS#d;)Xg0Ny8f1}Qt~E+5w-!G^KYIR#lmL|hiG7^jAaWp!+R+>wlxU4B??L- zAme+)VO7k33eWnCi+1hm)xC!+9}BWqiWoj9On&Ho?Gk4&gT2O#&fz%{XFc$(jTQ$O zVA;5PUoHf5R%_DKIN6ox^s+noDp^r~Y}$=nk(Z-kCY&dpLon%T16M|GOe~@q@GHh@ z#Xq}VKHw4D`3XqN-$nq7So6ftv^E?@fl^X*LN9KIEC`pv9QD1S8ymlbM6#5fp-8|7 z(U27yJz}oVd?B`dV^u{8Wpy2Vh7CTljLGngTBN5rl_x+W#L>$<^o0!~hJ;m;02 zdWXMbt$0Uj6jM>m$QwEBoop+97cc@lRk_IE3J0L$yDP6Jo#AR>Ync8QyDk_o?&`UB z$SW8}$P3(!ap!UQBkQPR=p$M0G(6!byTZN!MD$0kIBA%3m8n~KFDe>h5{lfSr#b9! z>Hsmt`I`^;DfrV6+M54290FXdy=bWZuZ~O9rDs52yq=|0=If z@WZt+s|vSk+|Lly7dkB$yRCxU%v>lIEw{rC^6Ja+>S)BfkN*QiLbAG~`?i~QwiSsZ zCTSg(Pw5iB^ptG4bd?XgbvP|7Y;$G>qmhtn~FFec~e4h@#&t@7c2uD%y% z*|H+L(&%^G=SgAlU)^nIudNYb3WEUNq*;fq!8GN zRt(EEGo34AwEHrl`zDEfj14nG?Wgi$O`qoe+axx5EYF@#XE!TF1W{RJrQ_uwbW}g+ z;_7g_|A`6Fw=c~@J`Vnt{u!z-ptyMIkW<(n-^v%L{VZk%@nbm*Yp_& z|FP}*!0L=ms2=&dDZwKmVUn|8rEf8%2;^ihoZ5NOvSA2kYghofv%IG{rQ`4YLJ|Y# z7Y;|@GBPN4RMO}NiK2no*C53=Dp+rU0jF9^N5x=ySO@qRlq^!r!M46lqN2UDY!jHT z;tw|H(t|(5RkW7HlzS-8t5Rg8HR27Go&r4Zm8>F&2Zn2 zRn_PhVYvnynjeh!Sp&wS|6|>jJIBOnnOh>j32-t${Rci_esN>~AWiWctj!KH5DLI6 zfccz?MbNRb+S3+ESE?*j1US%r&e`~5un{$~)M~A|_JL)_MOp)^2ud81uQRM_t0tAr zqd*JMIk;m4C2c|Q+T)eY)IbSnpOO4Z3=0nN0V{LuPQ`)2N;R=DM#*7#dYCv_rv>q$(LjGCU9t%VqsGn-3$U8KjhD8Qk+oYoVu@K$k7H$+ZHePnn->htupFUD# z^1tXX%6K89jt?k*Oz=CaF9U&2-q~6f@^OTPCU>4oBBX&}dOD6O7(ZZbQm5Bd>j%9t z>BZg%uzcKZ;X9YpfE0bv)RyWM=>V;lGv$a054nzYt}1S%r`RjGUl%XqSYYn9FI5Hx z7@mPGER==hnU8<`F%TG8#;l%56r17KiEl|Gn9gQtU(o`_f$2!smzsY>si+&c;(Wa& z>6=nLe3u7PN!g*f3)gxt7Vq`T=^+GZ(_cKs1|hS&jobR*hTilMa8H!mnwb zP>bc(>gp+IS-akc)w;Kh)>+QpO%)0D&djK?=NXo(QYH-@(Gbo`QOULOJ=1uAg<-8HdK~9Zs zy7p0>_-S&SenG=Hh&t4$0m$`EZS?%}11z%mAclvH6GpjaJUyg5o8})cr{4VG?-bWu z`3X|`5VY~9*y0M1?NvnOa{5-Kd&8y%n-J3oe42{CYX?79(Kt#uN9MLIUj3@md3Os! zG2kb0kN_BFnrp7O!d0A|Z$eP7LRwmc$j-(p=LLHE82EuhN2~K5A+x17e8Bb7^I!M=TodZ}un5I*t-tFAiHR$!D zzVOw^RkZt5@})57NI56g=zOhDg21MUw{1YF;kJ1tjG?6VMO{XxH=-^-@GJ&=h~K7) z)wY&S;qLAQ%9vbF2moqno5z(~)8lby6a934+cqN?jG{cD$gH$zF{JET#iXr`c->Y{ zEc5xi0ldL6FGy$u-E&08MFK}vEaiGQ24rR}1Ac!HHX~bnR4*O;JTdydHleu@%u)91 z#4v>6dc$IKGYYIuSvpCrSVFHBzh&V8ztq)oHZN5Q`1FovSwAhQ@5LVw2(?(Yn3y<3#eOv%5-@AQaoU*~7SL~7qzQ0Y za;9;^HTeNugvefpqKuSJ(&6D*z}uZsYF*bxhOm?Htdd)w!GOp16D<_3l=3 z{v{pfNT+5R#QSiBDV3H1ZBJ>XAE58XzYLR5ec=-?tgqPG`l$reeS||?G!#$Ruwtav zn&*Dt-gFpn7^WGkn!a7|0kRCvahSwTI1Z@nU{^W5&4LH z4SsD!N0qukD=OXXeFcMH_;evC1ulio&ugo=O24wHZq|&SO^rvYYLdZl2@YsyeR&5- zt+Ae7W27EO4y)g=;*S}r`9RM|?*mEijGGKx2kL03Ulq8PiEc8c?URuA)8@Vm1A%{B zvbH1*1yxzW!&U!7+#z+2s?CO=Q=Y5io zTkR4182=v^&wdw3`^3Wo?`ijQJbkDqGA{Cdd2(#|BGj$!3{PdLZK*MlFrUt9DP7eFW-tRC$r=fTnqrN9nHU1Cw_ zBJKtc9W@E#6GuEne#*g@|MoFw7`t^M*8(}>99<n>N(6*prb@E954)@;8x!GuR~)oBb>H)pFF$; z>y->2_V2>D6Pv(;GYG4A>Uv3*`T>29yQUVX00p%C`JOGvfG`TeTO5u@(6d&*)zoYE zID=b^eojjS2Y=7syvO;0gZT|?sgS?bGvU^yexluej1*?n!6R23`8fUA?|`uS>);|m z;oLrqpXe_W0*BQ0rq5j2x#QX{tsWh z>A|No@Jzv5#&muW@&yzYaN@hI4eD+Y=mjvg99`dt1YmD;Kq*Bfu6^taTImRJP=-|WTi0KO!EB?un))&Nr4!iMvW^z9bABg=o%<8;I5 zLH(!yv6!@R7rC)^5-CS^aX5m$4o8e`=R+peRqswC8a&Slw5MuzJ5K^s*Vb z>IE@Qocg>zu1*-t377}%H_P#p6saniE;a&@^b&>@?Lfoz^%N?s7<70u8|>Q|4Y@>I zV6N}K37nMaoi-S+9jFCis834ii&6WaaZCXybo9?4^#?3YcCW+Ddv^f$^Ogc@xUSXf z$Ovh`L8ech0{gHDc%N|jW>grx$gkl69&C`;0$-+2VB#@*J-7#pF*AhtmiDQOD}#H) z>Y}V!=IQf8c{MIm#2=H84`5%KF41w@DLnVm!R)tLOiS>)Fl28ak{cyWI@6H#{yUt) zOyA1KE}0ERAZnZ!dW)K-$!DIvXBJB1mZq4J=HK8>XT7kcP6s$F^wq_|1LVcs{H`Ow+1xeCU|sPBzQ| zK$-6U7ezWp{O@E|`RP9y$`b6X1PQr((p{s60THBc*MINeAZs=k7aEC2yG8Zdtp6#*<7&fYPkl#g9Lb`-Nm(>MwGsVjd_yFjJez}~O zC!#8HUm0@T=we>@AOP+}U}sbP9&SYL<~zSdupOY(ug_RN$5}mC4VdNz{qUjs0(jC< zAc|-pSUe-6BavxJ#arb0pMiw}h(iw3kaVMz<>?m=)oEG_-bY_N+VDTl|Ms@@3lR3e z(ign`n$&&}kpvnG+=oLu&!ao_Y3wq=RsG7;IZ{MIgDdqoV8)vk)aQ9Y9{HHQ)P7g* zLyD(_2fVy{D5bySK;V#c(={oXCyslW)5LE}{eTr$2``>yj>dp?JfKgj#b>l==7k}$ z%y6fa|E9FkU`Ke0wR3_LBDx;^!5lv!k2W)a+&_l~RxCK}s1i4AuG9C>A2ptpp?T>kpU3!O;DlZxjS10p%_93QMX3VzL4^(H>&k zM&pF|AkjuL6q2^w&Huv2_}$1v3{)b}z|&dqvmFOB z&SOvyLQj8$h9T>ov%Yt>(E~<*x9vy9ydJ}DSDEDyKv7O{@6zroaN$$)L0Dy;yHwj?r#{HR4w%21hxL6&uVXO}w&Ht-=lL;>Iq% zEh`O5wN-MZMPZJ>9<7m6tZQOzqU{r;=&AIdKFF1qUNDuflG?_I7NOG9<&Iv9bavIt zgs|e(39GAYdiDN`|Fzb;Xs3C4v1A9hh&r~^47=~Ee)4du*IN7}CHdK|b)uIVY!dT4 zl_ok`^CT)92N)tVeT__2B;-E+WZ2 zQMFqV8@AHJenYoNogY6%gu?>=-o`gJ;}1EvN#e2gC7n(5DO8uPb>5-EOpQ|ZPWG3;u^~aj?l|JzIY2)H&afN3{B4m1@5mcIK?Hi}Q@sn%BHCalXb{;x9We`u^Ja zjfETmz0S77BDeD~m&>hldla+oOhsz0{2LH8dbjnjrN=pH=l z)YLAgHTP-WA$rOEknuYF>sbeOum;-)ixT^a<}=lot`z`;RkHLMXBTW3wfE~K#T_pg zv=)t8YRa_Lhh|+sWf;FI6S|d(jfa;WD>KW2M!sVU(IF1l&p@ii0H{2$Sxc$!jW3zf zBAL?i*U0lBxyV$d^Ez1nYT!gWrK|R8AWIWQ>a%tf6;G6wJlN6^~>Nyw@EMklx=n-mkYlt9*Eo zAN4VW*SJf{tAVSarUf>kGjGe}g_A-|yI5Wk5}vdHRb08PpxNymm5A4%!(ODLI+M<( z>I;fr=KIhs_ZyYhJEb!WmQXd=8)=V~d=awU)-$a26z7qg`Vvymt;OiF zUkajoH7Xja%xC}eu*j-Pe~kAp+ul%dE-f9T6azWPOpnm=i&#v6Z1!IsEV;l>2pUyf zM`5eep`H=%!}&K;0pLy&5Cn+Wa@(*q1aH35|<>^^^bs@x2QeshlxglCEKulCC>< zh4nVWpMM&|J6l4#uUPljEPUNS1l|~VN?3OY#~~2ono_8ee;0H zS~a_#w%{WLq3{6G;dYu)$-5UQkt!yf6)O`0WYF2=0%Rk)xZ@v2#b~uEFG?hLCHQptr*5$%S7cgtsjq_T^^Cs_jDD7A{r`v*1h96gM+g$=Y z#=^ce*ett?<2Bo!<~m^%!FaY+tu^?(ahiR%_Z#t=i)CF;44$*k`#vw;vXxqe?^H(# zBn0p-yj4FDKOL+=xgPRqO`r@nWOG^mPGYj0t0~O9g7-ak7P44cxcY2O9yoh*&FosQ zbz4cW^n#LZbF26r`?ZZN;!DNaO^M54;YbJKOxu|Z=Qn{P9YgXChgVELuaP#?_K)6X z*0*xcrRAPOx4}cOr*HYpBI?n4Vk=f}raMEw{2{bXq-RP;3gCX8Cg zG1at@x?9E{Ji&0MmyfGE2`+xucviX_uoIp%XuWS_Eu}}Z*`}Fy-Wo9I!KMHLc@r*7 zeVI~C?O?Ko3q$aO_q(4yhX=$kn~SbfuNrk89p@i2GdCwPWB%WVXQ7w;9MsVQ=Cb=) zjjhj7FPbiq3P+e0oLbJi$v^Es7By%sCOT#5O{sHh$gm}0 z2VY3ycIq8vX@6;iy_3e_FO~P2gGW)z(`NNrB3P+x7_zr_POE}?N44bHuk-Z~zs+_i zZKl4LS4PME$5$FdLqia+Kht|X^x1~sB>Relp7+5`Dc?`!^E~U5q4(6Qw*|4WDk&)i z3j&T#U!m5O?XY$Nt@pLc@RIjh#_hGFX2Ty6X2@WkjaW$5KOLkp!QWDtRP4x)^OqM6 z^c2?*#H5s--&MM9cVb15M2v!6h%}`>X=~;uLvp9g;=6(R27}-s1VGLK{)OLnD%%5k zZ6PU^@EM3ZSi4}JZ}rZM_zH>t8A%?`xFa%xjU=&8`+^_r8Lby!;HtH?!9pKDiWs_> z6OJr`3u)Ja3>I*g!NxNwKSC+k@y)Py z1QL__pBSFEXlAO!H>IOyj*<6MP0-s5rxT7(pWl{AYDO74brS+R0f`Xm9`WK(f*-kM z&}Yk^-@};Yi*8aQh5ou8C10e1c`0;^-7v0Brhhvh#HNutzm>A%Wu-50Us{PdsuBZF zW6-}>C-ya@6()#;x)O2XKOX*UYT3rIp}kDmpW`Ku45HU&|l5%`If&T5GOrbBY->#rY%dyIb zoO1`$G)0d8R}Whqpyk*R&F;9^K3l%*opcy_Jj=?xq(#-VJ`ufM_jPRCkGvxN5VTYd zg&j9UWi^szSomzn@0|`{O7&W{Em7q!NX4umEJ&1s(gW4ydc+Nmd;znRsAm#^6*I+< z*O@Ss*5r8kaQ4IV%eGXP_62$2hDAH(h{x|wn@uQ>&xQMZgy6Oy>6gIihlf~kq|+@0 zNi!-wf(`!pTxj8$%dV*`z&MOLJ|UNz{4Zh1DdUqgDzm{MUKhG|E}|aQpdaCbde{%n zfdoBt7UyCe(Bo62Glj6zGz~jtHjuq$U~<1CK~C?l)tj~R>FdI=>ggeQZR@u1yMQ#-<8y9%gB2WmM}rB1!r;MhYo|YW~s#sy4ok=fbFWi-OQ9R z8d#N#-k<-l=TAbu{%0D=Y9>ox)w)}cG34LKVv_$HKp|qSj)&S;xkmv)Jc}I6Xa-*( zt>4_66JNe~fGT#9evT?o=O7&hIJf!~&e{WcAoxVQLvs9Lxd$e!0M`Ti0PAJa>P`EcKEAfBDtmN0IT7|Ch_5%yKJZt z9ovYEG~=mqKaWpEVRIBSv&aO&PONF#n0OKIC`bx=nl0JgX;@m9K02=ot{(Zqk*tlq z9E~+P9}_}EEFSMCZoP*By}{{Hwfnn%q0wR`3*sv>z6*mni1c+%DRe`LFLMz-fdzv)*d$mmL>{TYERykT3R${8b~ z#3AgQ$_39U^nobw6p(zQ;+5W9?&~^~)b2Atq7oJe5ak|cQHpXWxLkNDx!kJM=^36) zgJ|nL;n?IOh*v|v7~>wkzUS$1;8hhKHUw}=A(>`+qC8)j%QS#Mi&c%qr1|OCdS`>F zom#lfT6h4i+7TmnmMCY8Fz;Gtyvx2VF=>5tYLmDU4oW8(bPOVsNF;cEhnglOptYa^ zw{hp8`5v-Z;U0TG>bJU;JQ9cK5DZ(=HIkCNE(xQ^;ydVe8+F=OYQyR;$V{Rf@rVFi zzsDL3G=jOCojd)ei8-j|47U!>Ug%`rBGo;=Nf zj5k4=VxcD?u%wAF_sO*~ikNnX8mKEaw zkdlz=P&d#F$O*!T^Tr5yl>1f7Tz|po;J3Cu7cDVq3vUqb)la_s74@)S z5x~T(vZ$QT7)Yepakb1C{;lXT|2v0!hGiG1Vq&C}1md%81e}4d5jPtM)<(_5s&Atw zW|Ea@QK6mrxm4b|0rj4mVReVTbgToNs%n7um{+LMi5tsJk zLBu=zJUhfqdWy>;f_EMeozi&mR-KZh|2GxU9^|0!BZ(Z&1P@XHz|K`Gr5|m|PS9-y z&lC+(4G~DgF^Q=A2LE>+&yMnK@F^OAj$9Ys#oOCdy+`pplOOxIvF^xEd|mQKF{rPi2> zOU0UHzqW6mT|A+h-x}4xY@Mt9cvubXZu2L4`IshyPqJ8Sw8^BU?D+WJQ4cFL#wl#Y zU}fXPrZFW~F!YeC6H&n!ky5>vdRR34b-e&-#sPO6zlgjme%_Z)ulkF@9HrJv-m8Kg z$B>0nlm6~l*6t?hD|eH2%o#FaYQ|pwN7~LYyW4f0lK;S6uz`B?Hw>{DHQ^}~!6Kt9Bpq??!v_}Qy z`Ikz|3`dx1HJke)o(_H0L0`8|M$BB9V%kuQ6Bvnor+!R_LV~b_c)e3|K@HW6#{1UZ z@~6_fv?IR677)<^0X7g+QxEOgR()||HqI0&Shi!jMcjSth))-mABy1`Di~V&t1Eh` zltaqZrMPYl3@imR@h}y;y5GP~ym+}i-o^_f0$f)`n4WOY8e|PqI5oK58N@f5e2I&kHuSg?CsY(^#@V)hp>Riz^FsfS^Z=s@CMPlV7vpW z4%@Ws3EfHFr%kaJ9O33-{+;xOTM$9C6DZnX=t?+p2)GWp_^UoJTB8Dq<}p#T071Z) zCY+f_Nx!zHC*kN)s*FM7RIo&}9?3Z7J9i$8nSS$*M7KJ|Cx zMKAs45|+g3Q1=YG480(q5`jma!h<=Z_Zvho6Vj1EjD`k;G84uY>W;$F58Tk^H9zPz zaWmqr?zo@eP~R>ywaVtS?;<(Fr2y7Bj;i!*y!yNCMUd2txLE!~6(wF-t=*bmwi)rn zz;EG$lVb59$^ulCwF9C$kZLkKMuxEGFR1_)`QKp&%F&^}T%Y{;Hr6X?06O@lUp<-( zIz=bSO=80?&uTd!5atg5la85p(0GHmz3C z z?L$5g&}{-Y`xSK-Kr4M0C`#=Ij}pIlj|9XnuB{;&9(yBXVORY=fipV$=dPP^`4 z^!-5kM+unpj@S;VB2s*;PaN8 z=i+u5G~e68Ork4aCd;(DEuHg8kg-Vk+V0DucCw#D!*OvgZB>y@o;d2_iD!Aqpd%>4 z<&Brq8VdgUu6;iXR83Y7F($EWj;YkI3m~X zzP@6JYs>~)NMNxkK|{-?b8pC{sLPN&HQGF#jJPuS?0QGFW2 zyIP#5`x470nN`@|GPb%G{10`ME&!lYdJC^uz=_in{rc5qyQqMFyA+l1y?;J9f9aj_C{~udl85ZUDMQeb7 zpeRTyh;)Z^Dk2C72uKSrww_#0 z6>VfyyJq8blS{xyw`%ao?d{7hCN5QNq@0+pT|4V%SWI}CFudXKk}K*YIuc^^ZA;GR zap!4Eow|1zdeJQutfs^E8$V^qOgfzW^18thJ3WAHMf<(= zJQO8I@+R82&YQVzi82@&T+jbp4?iy1N;mXQ=TOsibZd?vp1bXRB5}Ob%kC&gu~D?l zm)iWg^b&gp<&^E}7m!+9m&ql>>r$1&?cOoA)>5OFld`f726pydL z=>Aw-_hrd4xqX0Y5e>AgXtDU-)?Z=D)MELFsZ|1Bw8}k15mV=?1{aa**$dLO6@Q$I zCtaFHYqM~NTQc|vm9F&yUBX5wTZskjj{&XeN0v;^eW{vVVR_F>Vu~?WO}&pHh{(Ig z;cO)jWJQhKL2bBn+8PhJZl0YpHTqjW4&)bDveiKFtS}>_afF9yTfIz}iPiH^9gbn0 znk=e_P>j&l@rluz&VZcNMTW+Al0Q~r6PCfHvi$1d%40R5pOzq>D^}GfD5y@cp!acq z$Ox|0Iav7FA|EWhyF>`pq84_L=H%q;X>Wh;zS{Nlsuy|FJJ^lf7^25m zolojUu(^t5xOWz>ZuJMP`boNe)-F3lyY_T0T=SYFtJz{W-7QWmGqk2I8plRq`RKWt z-q0!HV_(5SxWfU;^|-sHNmYA&3wrV5SbqQ8)#Bg_m4x1ggVN)+8T~SL$7O3+)WmVV zIDF*5v+`!ektT-FEv~oez&gW30J@}jJjiuhw88Iq0Ig>lzxIS`pd)*cv^2-enr;|T zF<8y{d}cIe<=D0xM{M5}eQSHsrqhH8KSn~(ipm%T8n+sz@t#|Z26`=i;h0?$z32(f zIn995NkaDsS10D3f+%BZz6M{IceEaK!F-wt!Ufxf*8@-_g1P7ey_`Lot+Bi^m(Q@2It^2+=>hHv6|x z|NcxvqWpAWtyT1JXGw6OklpcW0aNZ}b%rlm7fIN7#c7fpdT{;rs%?6q3&%%k54z@e z(Tf9B+MAei^@52Z(5}aC2}_P~7U*c)PsDq8H|DP_{{69=5y?D8>8dL=lBGAz2j$wM zmP!bYNgi@uUFtSoZr86RpVDPCd;;In8XjSj$nE(-92sw<=X~cZYJro+GqkQzscBDl zHFsBTaDxujRMX8Qej@@(3`LVwD7zV1qgzr}nFcYxZuVfewKtQHMhzbz{A0sRz-GQ& zB7JV-kBy;cI#-fSrw2J7^IiEgE_;^q*AB!E14+j-G0m8f-r^j$F^snF*PVH#Dwo-h{|2z%{R3+*n>+St3`0f%y)4CTJtT5W--X`NuaN z`DQO*NED=d5Q4JJ@Xo((Mv22}E;A;2k@Z)2gO`@xm#wPuEL^6UaWtYQHdm?2NEP(@ zsBIkbtWUX@Ywp^=B$b~fHx7!tWKk~Zd3;lMzE2YkX*$c#&{}&DM#9;+6STU(1-i5L zMyze~YA)Q0ToEcj;eH|>C!4vhw?Dm{&Q3%Z$q&v&Farni$|bi|OtKo1Zb+}TSeVZn ziMnfd<&qJcc@7%y&=j%(G4zT*Bg!Noa6uRpThkeMBGepW0V%e7A4at%Y|K%J{^jPsMo63;*u+|Jrste zHj=OJU_LYYFAm}O++w$ip3%&sewp_|P*sqXf5~C`c3+J1v5_}xT*yT-P3>IOrD0i` zH71{BCJ`S@u(H<=Wv^x8u!xA`e+tir9lZmoQNEEaK0(|0)y?7T(hAu~>b2{$ov)SJ zM8VR7J2xX>T?5k`@z8^8fq8c|IKJbDHVOv->Y81#%c# zpBxvHd6k@L2x{a^G_3QNE+B9BY&QgbRs{d$p~E|=SN?Tr9_9;oZQRj&_V7G;^L);t zAG&ekzGgJZRkdZ}mj3=$rW{O`Gd>rdnNU4TUn|~<$X0KzjZi^!4#QsxWco z4mEK?vs|g^6C0v!6@N8#aLZ1EYO&Nck!h`*oxhMrua7h7+)Hijx$Wxnyu?5-S_&^~ zC(Z)jsXeE<NPcB@*N6i=I4gayubj-AOIey5DTCFK}bgWOr-)!rAIV;pdUx zsO=h?0#qrldVAZm2gpgnkQo^JHOU&Rs2XEDAM?SPD^%`axwf7~m8UDB*7iG;2mJtj zybZN)9~rvJ=+0b+pK+DzBZdRj7tNYBDsP%0jR~`EasNfHqVncjFpgWAda(SglSVZR zjk8N;%h$j!21Tobd53DYBm^Ps4 zl68mrnn*0lAhiXlw!~F<)nLs?@I~2*?eUT0flK?nX5ZD`P5iLK!);7)+x3<=CO9&) zaiNOvhXG{S=E08@v4(5pba{2n1Tq~%B4NMO$`QSxZ?eAZ%1t5sM>7Ha>wd8)HM$QS zIYLIBWvU?rKdSlSa}7OSS-9dsA0Ny&H-Ycech%niiCEM5d$i#dlI_-`bvEegq!&3) z6mg(#%Ifg_e&I?+!y#1Sj9XSE z)Hj{upt|W`5q|;-nJU9roO^qruMa+1ef@H9_QozoGvbCkv+)?px-Zz^v+oCf2c^@5 zxVCTOhaFceO&nhBVEWJ8pP4s!Y?p$!!|+~!naElM@`5fFkYyV=Ck(mm{mbqTcM>U3 zw}Zrt?STPR3u3Ue;G2 zQT{>=9}_Lvcxkw;(Vp9gbrM`pf!BZdrw7#HwoO8r0JpYPG0)LESZP{q43j-Sat(zR zJ!iYwK|~&IDIiCPegos+QeI zJrYN-bD!@R_uCqhSu-=XM#sha%LPHq5J_)_XG18)`$Sn}U3yOJFAe#IN$bKOneB}a zj>ZM~?%1fUu>ks}a({1HFv@$ycGaVKFVo^;I)bdVNgs6m?6>uKy)lr!Vv9Mq9sXS! z*Rl8QbtH}C02gT7b@*>d_&4uLXS>*Sn^qDK5d20zdJ@`xX8iO^|74SG9364KC@p5&NrAW|6?1 zn@&whhD@=xHST^~f>UEyIFl7TmOf?b>6t9rR-|UJ8ubuqp%EaTz37V_FVjsSQsL8M8cs= zJSORZC9Vd}iNyDM!b{l=Rb8%aE)+sTwEx6`oYOa!M>*O>yQj_aeFrxK0|dFW(W-UT zWN-8|#+;v#KKj-vtWdNw`Fyf2F*->jJw$u=u$W0BdvW-2OrW}BM%93&z=1JwG3`!i zcWfM|Nr{Mw;|?`HZ0ZFeTlg!iKQNr+2m4ww6`nW7tN?NF*x z*(tG5)S7GPJ4eLSc}X&Z#kvL*S^_b zy8j$gk7>ld7TOMnE3U@qyIP*806$8)b-VA$gm)x6nbOX_=p*g?*{;!ytJ3-}b4BM3 z^XEKT=^w30@JIOt)JusNnACoI_WfS*@5fKyJNu+bVA%oDj1}mN>-Um1ZL{7BsN(S3 zJ{PD;gPXUu!UQ7h3$q!lBAyOZVR*D~Lj%=iiA9JA^~*zgcC?e?`o#iGzvEm?c}sai zDJ$l6$W`Lm#z$wa7X_MPs>W;O)-(~(wjBOdoyVo;F>zD~(u>0BCc`n^+h1f{S}m{C zbh9Oe3?rd0B)0nx+Q-Fy3U*E&aV>m$)9* z+bEPrE4slmcQbt2`@4D&<`Mp0ajKkcwu5I6jUOcIYCWM}VyaC#D0UL&pt5^DV+$Rq zUHBAgs472yJzjIXnH_nY%jMneET}m;P1d7Y_>7pCI8DqwW@<|N4%n!6ude1W4TSc0 zymI`)HCb<6baaQX;VNR>l~Tmh2!{eU!Zk|ORXFMtr-Phu(0^)RLiblL^rqS{nEf#(T%CoG^qdo4pNfscZ4aAo4hm!9;W z!!6Ut3LpNvTqeL`#I<-TKk!P9f8Vt{$Ipa^TKlIFsc@`Mtt_U3!;oNzjJ*AckHtVv z$((CBE$Tk;YD{?zsm**Rq15L`YP3oTxxo3G7NnK9X`lZ~-3B2cn zAH*e^Hs@A2zKxsU=DCL6O^?_nhmkk0z$m32t<@6MC1(oNMaNF%k5!p9dz74j*og+Nt50!W+ zGuC95#E7PbahlhYwl?2h-=7g)Z+;x%+qB5cf?;Nh-}yc{e{N0?bk6-WS@ZbE8}8>B zd6L`%s#mHz5)!k+NWMU+Q35QcI3GFoYrhq+hT8L7NaGh*!XD=R!U;y9#-7tDE~6zF zUjYMj@6#9C_Xza=?e4_KJE8M+*I5xicKDFpkgmBf3u++lQ)!%)#ZBE=<0^?Vg%bR} zv#@LG7&g8PDZpmsm%N-DML{&rZV zugSDJf*~E^;nwvU3pY9OtWsGuJ!)XnXpxkL+C6`Fsavn(Vc!QVE+qMW;n{y{0u$KM z|K&i*edo7d&$u;LAh@;_99UdioJ)o_XmTZmls-lNR(j-=+GfPw@W<2{ZhWCDsPQRu zgob>l$k>eHyYC`a%8+on&rfTw5p7P>)7MYPnSL>KiQ==&7z>95ZQOP9I62UT&VXkb z6XMB^EU7H`n@VP-B!NIPXzJtc@I1J;f>p&#Qap6xaWA}ik>1;vCnE|o6OWSeNJ1|P zfnnI1j$s2nf)r1%Onq{0F_DDK^!Qjw7AYO{hq>-#N59I2MPuD2RcC6oO&S2b(c+(4T&UOqslpRv29anD-p@X!65{)L-I00Ep? z@L7MINt@V9o4b0{NwYEGvp31v4~5Rb7{g~_!m_JAf&5BM#2x%EGdH9zka3hYnCHea^)c7kMR!|T6uc$ zk}dk9G}$I$#M6=NvNa;~+h0xeE78KU=ilY&iKE?BeGOj)qNL3FCS+$92Bp7dt%R?* zlwd!27kl}PnBd(d#p44NK<$h1D)%M6%Beq)IkkKXe7b`URh|N~(yd?f_ro$atdDrh zu^f_%=La8p?s#PUBGh!QTF@u1{3+eG0_*msF|$y+lvFrBabx;VYQ}w6Nz-h6zokX$ zyjM7JTG`Q!muFA#FyAdH9;FWtvEv8V$7^{S1>sSgFV6I1{g|3m$;+np2{7a4%dD(j zkKm`6>XcfZAD`(c_522<|IxikOE8!3C9(T{cV;rNHZ|}eo5LNw*PHksoxG9i^9~QR z)uP{Noo++U&A5N#WbT{si6QrN`i~i7yn{WHB3`JTdXhg>%=-4gFNc#fq0%FMSCTqWr8IXM0_QbZK?xNcm< zNLZHY!f>=0U&G+pyAvLwly9gVPGpV=4Q<$qEN?;UnlqdZTnd#8Ma+F=Yp-@2OS9qj zm`C)anMkx}PH}Hopy|^VJ8M)e^a+yMh|#6q5m}SSliU7f_wjk#V>V&NB`SI_|C4HO z7U_DvU>F^KM-Y(5?LSDuwyr=VVAR(ZS(gBxL6aM23G)R&-f~E>a`z>@{SWUTpqo-*_^+yw>tC` z>7h|-jG>u9NiZmTzt-;hkBI-;Zl^fqkmq^I`D#=0=AN{dTua9}kI5)KrP^?7U;BX- zhyGcGIDF=C=Pi*h?F26+CGe;q*fXu+)=NGlPN(@tf3is`(QWpJHZ*MC4d}%bhH$}r zKRSoe8RXz57VY_b8dcF4*y@>Pj9LiV3?y%qe-V$x}28rWy=Rn8ka)|CHqRExRHI zwmfbx;1ZWSY3+0@wPD8B@ST%DMyxy!M8=^DxmK_wSZ4WCGkUQV9T_7Y65+P_$rm32 zAl?JZn;+cDiXT-^x5SWo8r8fe&5%`V>ytLX1%|-K8_5Q&X4CrPdqTF`5ONmaV18L! z)x+H`5fpfXyu{+m+r-}?_`_t+jg@b3_ZoUC!yxzw{nrJu!B?m`D#Ho=&v_rIuAfVCk%mgYO3Dj1 z(H55+G@~UzQ@8})_P}oBgABZxpDq8xyZ&!-^oFZX(3_WkPEVb7P=XChk8bu4(42Qb zkyT{>KaJRkIp4nm3mmrY_y;~038Z~N5~s8vV?xMo@y;C>^mfM`Btc@Fi>4+9%T|>Q zaeDW}wcc&0?z8Y2T8a9M+XTp@$Y*!Ox4bSh!J;H{WWwEC8rKyUEU~gq??vQ;R?)-+ z515!!u_qi5(+>hX62L+8h4$Zbu-Gu!^=j*8+Zr!%#ir`++*vv7ghiu$EV}5%QtOk( z5?afW1eha_t5mQv3+CDAupii76F!@<&}bhfc8@uyi<&b}bX0y#hKvmvL+!Co#?Iv) zGmwUE#A^X<#;OI?O!c_yID8;{S=)vMZh-KL2a<)d>irNC`B=;LQ5T4nr|z7!=E7)0jg7O8WTVwfv2{m0oQ2bt% zirz0%4TOqV@i`lcoClgo#HOd4YpSkW?=V-+xu#4sK2{$+!75mo!cgX6klriymP21% z$)n**cUI^*2p;%7U;WviL(8NbiglR~fZqoi1c85cgN z@hh+=a3T_(nt$O)V>EB8c_C?8^Tj*%i?!d{2x#PMbRD&WcpgTBGjy)v&9U*ja+RI*{foL|cBSKQIlF-3c z)>>h?JavILhqU|JZud9$iPLQbdM5;Q>s>sOS*X6Sr5VEA24cxTaRLRJvP3!h3H*F5 z4#?SJfEl9kU>8Lq8&{NLI{K@x*N-1Ga1;D81qqLH{>aNN{6IYpZ>dr`u- zBmQRet7UPI$UJk}d(b7oS2G%B>)^0rs~b9>#}|ykao_73%*IOx?=m#)a^O6pb0v~D z_Gw(@Wv#Xtu*t$xOSn@;ow_l6lUjLK3oYdBYp9udhcuK7p3|<#)zl*qp?t!2tHTP( zveD3Xbh$k57^zKzhBQql9p{dyZV^2y9ti(I1`$^pk=zs^#b)NO_}f>(1kvjf@5t#? z=>2FN9;j}n%@YVmO;rBPO@WP!ne>Epk) z1#!owcPiJHn#Ole2qF@olw&vB4*T>8ImU^$HSzsF#F<##`hp#lc^7$@dd3Bq$1A^p z76(JMaiU-dN}R8MCaU+{ql(u(#p%@R-JLG;rkjxjc*BVf0UK%PzZ%XZFqo^AI?9*k za2&o#T4F26W%wKBb5`7Q;4MLeIYXi~(L2yvScXqS(w^y&n9bX{mQ{i-Pu2P#ALj;rhtvq z#@W!W(k&zYm_HYiJk6RqwibaN(vwv*FNwD;*Vp@eT?LF=#(ns#3vW_OFm$6^19W4j z8ek&_ARuVFG+e-hr`FO3SrWt7^renkxpXk~kRAU*mz$n0fdY zBj7vh8b`0>Bf2wR6$I%t46!LqPBe7Lm{`7=4K>z~*W8;UQ7oypv~Hv!1A&`;v9<5- z`m{DM!#z9ta~N@HQR>hbFfz&&L^CtfB${Bk2?hf^Ovf1_Uh7M5rqL^2*g9Jf*#o~= z>n2<;?{|l^&+BKsk&l)fr<=lIbv<`xS<}rb>o$8lhgMhrdA@1~qJ8=O z$QXlilMZawDdGd`Wsz61lL^9DbuQMJ6;x#}?06VeY+J6atr1b|{{-AOs*uB$DwPk0 z18QT|skg&$t|H)qb`yVG9R+T=)r(ueh8S!mt;Kaf=O{hI=4W0<@J6Z@tFyOKU|b_o zv{kCT+u19$5%1M`rV_QlFJlThvV=v$JjU!BJ^aE$Qertij`s*2ZrwFm0E>b^u|iy5 zsff)6cIa4-vpmP6$@w#O(NGdaLw7->2HQk|uDWiGe2VxEK=4w>ay5(y1xtWwW2NA9 ze%5ANpx^uO=(NJLk6^o*wDa^>!6>?nlkH0Wl{P1YVOc@M2XPetyHh%(U86oibCZyO zMfd?$YW({k<5|Rk$I`Q>5KM#+=vR=vaZ!Ch%C^Qf%bszOM$D1G3D=olE}qw#&?=tY zTrDmWvDgG}vdbChT{#(QE<1s5vcP@s8gkX6={C2cA7rAv>L9#)By{DK(cRtsf+KKm zT5_H*%Ws*Zj?-&Xs&hvU^r3u%ukyNBPd9AuuKyh=kH0>m*^`Pd;kesR?|FO>rg*%q z;*{kHpif4EA08hN^{hFvLjl7?4f`_BzCR<By}Tx=CbI%Qvofjao|+ept_D>Qa;La)gy3XtM8lF8{Qg zr&T0-@V51KlVy^)blqNmLgW?RW`DISWcKdTR^pqV_%9S4CH05+U;?0APeBlz5L1gB zCdFNYm*#D?{23av?R@)0fT&>ltpUnJE-qB*&Ry}GFSS+hR|5mw{2G)0vAA;KV$sq` zebT(ZD_?p1-(zdIMtbh8tsc3Om`dkD6!q57$d-1;q+B1C-pSI$z0dvfgBu#}p8U-& z^~tLENxlCh{J4UXoarsybVxGkOeTN-74*-M!g+zO6IyB_ zO(_4rHQdne)U-bXSOh~J>ikpJGftCtNh+9jOy5XN{vZvhJ$)S||2KU#o7Y!Ts;n1#Px_ zSkK=3gtuLOWKk}ufv3zLM5}G|9E%rrq&n?tU2>hm0W)#%r9boDV%&k@{)=n<{Y}hc z|0n*Z1;-}oZ|D}`sVX99!OR1fy`po{Vd+@o&y2X6fTp164IXaXX7+!<)*!@a;D2O! zS2+TY!sUU5f{s%saZWhNNVZbn=Tv1v4+rZ4ie3}fg{>0f50UQdzbCc&;lFzb`v2r( zKVxDB-}ky*rf1)?7V4Sns+S~{t38_iB1Ih~1{dFu>->=asyjyJ;J+xCq^UX!O867z zhtrrp<|e<%+e4XVKBiD%QYzSxt|M;!>`Wk%Hoofzo(YbyooEu?ZFg!o3aA)_qEBXP z?frm1STD?h55vPM1S^Px6OVxu!vpt0PdAY1-?_fd2-gbh?^l#K%_2Mk%AGS|h}T3$ zWhqtDAzDD8N7gdpvScp5h&u$g6}b61fl*F%b061<~FU*X?6u2nP|(^ACkPZZGX&bc;olUJ9lwvPqE(rEMvp z3+?7^GQvxVAO2B{nYC(D`mf=11VMRtTlNzoItgDT>=VsAIp`yJo}|58qjBLdmJ1D7 z#V3vrAF+S;>qaFh6wI&{yeB76 z5~Ad7%+&2|*7@*!=gG=JbuBCtK&_QL&H@<$mptbkk-zaUE-6@Euev^%2YLe#;;5}` z%6K+CM-{5*)9CArzeOV6P+Y>`h8OgpD_K~p$Ot1AjaOr zkBB;a#3F18U8Xh@TOHu3go}Q_da!j8$$C4T*pLX|jhPO`8PsjY=AOBfS)o$^piF6M z6Ba~F6JhyRBc;kGuA!L^>^d}98>{K)Z{E>+?^9Y5g-%_j?<&tvR6QA=(pQUaZM*Rf z3-~Kig9FSn?D;0Vyvdo1&LbucngoJYhH-RTW5)B>L}|492WG4eUGZe>?B@&-ATCo2 zCV71=cNH|1J%s(ByXk*}mP@NRfl4}#jKL+~r4lV_6NwVr@9w4*?*KqBqLy_)?lEIz zWmGLyWfe1Xo&1}>o7r649bQuXnmDQ#Jejo$?yKTP^k6J2qJ;7e@gL{y8w=Ryvvq!W zSpd{`dxo~VN(|#(H~SmhOdb>!B=_q!n11+mYnGegIQ|OW^m$Bw0Q&I0vIKI{iMN z)^YDY!HqZ{e*RT-ZZd13ihO6KELAl=UZZax}Sm)NK2lD*?lF>9vWA2Q_c;Gx|x zoTG0(gEene`CQj7zcEqF>}EcC`e%VwV75NuTv}Sz5>Lq0cuJNAEWw{p3~2{7_+>V? z>`%pAajan3d+FEdIpH)X`Ego?kb{6?>j^BcUssGZuAUS+cSIhHHg20IenQzmK)SH2 z(hU_B<($;gz2@E^XwrXAnf7UKD0r65rPP{e$#9LDp6Qoz&D0}L66ZcBhN5QMF?U-$ zW_?0!YPm*y)2~Cm$nn#EL$v$j)M7t@h`?yYl& z7VBxI2ae3_LJ$OhgvDmoN8H!WD37d@Z^1@~BW?Z&>rZ|$swfM4D1dN@vNzzik=Re& zN1M-8uNF0y*5Y=xHhRyz#ZEfW^9ozXQud;ZU$H-1pwq3YvB}T>zT!LufzncfleCdp z-fXZOJr4x=gYMfmru|jKS(swKeXwR)tWCq5xA-M6dP8}~8KcCu<=``=3AkG>eLxnXy0!jLoKZjj(SA z$7-F&rk?JpPV0~&6thSD=>1;Hn(VAA9a-bC4=xJ_z$;S@yIt%b$qk=rN1 zWuMRHGz9S3<2gOA!2xc+W<1IS)YI%D^<~qeSNWsVTFF5ap?$*FPaA*y_-T}YP!a0g zI&IDH2@l+e^U)qzmPb()UmewuiZ_$gn>dWqvw$-%wii<^7 zsqDassy+4qXpyiET0s8M1;>n(`IjztF?n0VI(qw=D=Hp=^lXOKQ%=j2pm!z+_z5ebsTRxqH<%3&*(4=2zgPwN+x zX{s(08@CgN#(=7*@>eNr35)~-IW$I%zex3(RD@*V8Ebh`PxQ$iz@Wo}RR zEnfzqbf2V;*6P9P=3ggEI2~zGIZO$xa=3qFoTHtb;~l4%o@r5nhntck@n2`9|H2ar z0%`|=9Znkpmz#L0Nn&NP7?#xcHu0Q}Dk`$yPo_HmyMAD<t$ayh2uD1O)%kwFkWi+0 zb9-7HRBs^DpwvOHkc!!V00?YK5^PzGucrF4!2*%}Q5vB5;Evk%zmsN-uC8{8pHtmX z=WaIk^F#v7CvUY_0TKJP*iwFfG@u!=o1If!ERO_VC9USnC&ni8>#-;kzO4F=?+OSY zZu>S~yzfzw!VP#`tl&?_Ex9*p&$hLJea^v$gk#;YX#I~RY(A59PmInUei(6JynP}e zUJ!<4TPp@wABY_t+AG|bo`T{n!ByINuQYWxEcDYSx2?_%W6*}mB_EyDg&|MOfid=d zGS>-?huOxIaXRu8uNS{g4(gf^6o(5Gg{EnSy~h4AnjBQ1^WJ|bnp3MiP~1oOpq*zc zC~Cy&Tgh2PMY0(H5>FoLKfxU^rS6Cuk64!mgTvfFBo>RN#8u>x3al$}EOyJNq&V|h z`nXOTgT9+v4t+O{&=>0u>l`@Ho2jz>To2N6@$nm#f3mZ)+uhcoyktxU-FbFJn^r_G zcg-YwsTM9}d{$+B{12|n4q6T_PC$9>^ubjrq^%lbHQnC}SJ(&}6im{{5G-)bn4ayb*gHOAIh7&(;&HLeK*Fdm#d2OeN$86>0FFPaYPZ_gS?Vh%Ub1aD+ouCDV~}Dw@K@n zgw6;(WRQ8s951#={g=&{&ixU6@3EFwn##62gEQr6X78%B?tZdZjkmTiRIz!sm##$p zih$uY?75XZJ8QVn&Q(oo8A^cG7E_<;*n)iboe|Ynb-j6V=to%CL9Kx)7fj z0%v6Klo*kwW1EBr?mjbLm_{zQ2`fjy5z3l}@tjT%sgHJYzv^2T8J@&zrj=>OM|jS~ z%0B(vPh=TSl@YA|SxfOxiuNnuH61{z^K<%BB-5YuB!}$9T^su{1+yD|6F-O6R2XYs z|G~DKd36Rj`rQ67kYzGm9GtuDM^wzuc`;oD7KND@=x>O!k&3{~Wlt{j zZXDJ7?U7rP5NTDLXV2NslwymtEso-;G-72NT>_^X7R4ivmdVq|KdG{(D9|IOJuH=0 zJF-FL#TF!#2u?io@mGrNP7FvO+9@96*Rb5Wu*%;2dAsTG3(d7U&QClc6Pww8bQS50-0@ z?6NbL_hle|v`4!{^Ld}QGDmI%9CM>|bs!D%&y({oNUnI>BKgP8Jn}~xb}L{E-x2pT zhp|u*1TtFBG0A4;c>iL9*F+Iw=ab_q8OY%)xYUSi5m9QS0~TBk!~J0?jyT<9ErB#@ z;@%JtdJGSRy*A&p_REq3)KA&Mj5BCqlVU_K=9f;?r1_%ex*{$HAowX5m+ie9m?g3m zGIuG2gr3iNEnRmOiq`J}6-h1xbW~_rVa{dX0L-pTi|3G?WK7&CA>f+S6L@mBe&0ro zz`j#gM?P?wqcKNjj%-0jdn{$b>E$9_p5TI0z>ojE-aoQXgJ+qaULc+k1m@{zHST9K zylwr-#l4JMJ5rezMd{bfvW&iK_SDidGht+&CF&so@!wzjTIPU%B!6g4HoRMqeK-n2 zzY?Y|z2=()LHQH}iY!c@L;~~AQv(M+xDf(U`s251qZy4Gq9i2*dJ$I+GgQsnFT^xN z@o13ynW`}!-?d-%DUQsTRu%<#rZs=!m-`1y+X@IHUl5cUa`P>vC>DRaZRU9(CS=O@ zwcZ2XiGjamOk*G)c9BtLrf;yvxSapixS1Qs&Kon}&KW1UFAA4stSh4i5lKoI-pQpbh zg=F41PJALU2ZkhCQGd>xi919?&XChdq9yV!iv<9w9} za|ARj$LRnBqOR=Y`p$hy5xOjjRM_*z>Hz@~r537mpn383eVPlQGsIEo#{U5x=6(pz z>Hr*&q1)n25Bs^vQ;z?{045;brIGHbN?6N}T++0ER>0NFv?Io_dmCtYXM>ElU7xTsAZ-78vNJRzXdWx1#>93h|KMy3jrisO+ z|0dFJxlZ_u1T=sCDtU5bY;9Wzgis*Nzqi=dk$Aa1Vph;gS-tPeapWn0;{M0%f9Lp7 zbZp6KkD~$!Y5H!F1%lUx)POd<9_-$&$-DPFx{Tpk+%%FsO{;VANFZawMH!u9cbY?O zM6Q3w0bOvb)N;}Ytb6m`Te_0dUQ+p{PPvGs2!7J!Ru~Qi{(&=xap(7XonN&x-ZheR zOO21mr3Me0eQY*}JB5-OU{#}enwdanM?CcIqx1#BSgzaa#%7(UGY-E2n9GgF8~4+` zmanuvVON*wJv_~y%u~KopLWPo8*}>nR=8jM+VmU;aJsa4MmW)&Ym{0pym6CzP8N>N zMrYU^xRg)x#LL%XU3oKWEB9<`bbBPF!TgvpNvp|D-0gL&1T-qFOo;owc)yx*c;O*! z%LdyLd9P4$aIyUzy8Q#ShYB-Nv##Y#E+2wP##g{>0;B=UzRq#OhXfKFZRZ=~Xx9&s zU}CYCF7mvf-a2e?bE8H|?F_;K$non#{g8jz*A=2aZSsKr<|1_qPYYcl9r2GmajERh zh$d5IotMm%Pq{0p@i>573y(r2##aR>iS9}nE1wFiuXM&WaFYnX`9%1dG{u=CJL`3# zP|pvXNF|xaixck#{1G*H1}-?=p8$?_wDWIf{nGovfOF};dDq>Dty4=@hskDD$3Cx{ zB(r<5!(Hq^*sbN3F@G@}p$Nb*tq%n=KJ2_f$|tWW)S0}rKRh>XUXh6KzgQl<|M9)L z(T$60KtS6ZCw$fh7ThIq;}O;UpJ+k=7#i}*BTIJbUSQwD12x7djS|K=%`h z_3Zg54LMUmP_hR7W%+GgD1iKW-uL@pm}%*HsLgga0;{5GW4AVG88mt%KeiuJ60HBh8dPWFOB;J_A;#r@jJ+DS<6(!isz0mI0O0x88qq>mPuvRIb*beJhE=%b{9*p-#82 z33bc;@5hQhRkF@9>;JrnmcRjZK_%JG}q>eVZZ=mm0Q(Q(0n30<`4ZjS-Xsk_98GkES*p&+ zs?ok2h_}Jz5!K>v%Bq7|s4`||N5@P+0WcQ880%-*j7^qsu))hn24l*KZsj#Kxl11) zQgl71?hoqbDu9?q9+{vp0k+K>lewvQfO7^C{r^#rc_tNkLyk{z%Se?Bdjb`Jq*G6? zwSuxFZf;;_W^ixprc(O(l6lShp4z?z3}dLJGSP55l^8Bt!XtqUGbi@nYekB<*XKGXyhdaTq^tN1NU<8{k? zrnEFq%+fxeg=BXCG546koVw?SmrvLe%YbfFjXJe^Y~q`ib3(5s36GjF+zBs}^i#*N zm-xHFXw7YGJU%cSyw6fpjQArf7TD8e+r0%JZU8t>Mg4g*ONzTgl_K~97WXAUEPJlh z)VLtdE9%s9jY#A1-ssC~SUiiH{*q@^{<*2gXzNFetR|Z#xYx)->$18Mz-cn7>9&_D zfA{vUHPz^1Eoc8`U+m-?e@tR>GgksYZMDJ^lVO7@uU6xdI|{jM;Co0_CxJAFFDH)= zzZOIScACe;?`)exll?A8K62?uqO{qIhs|^{Pq0};AT-<(Qnb%j*?M`!g=Fj)phXM| zOXK>M@jH(bs5-6M9gx(gHe9{b2X2OEU_FIRuTh76g`#7rAUWls0mvU?fX zAmXuvRY~PXne{lIZ=3&6Cj+@MvH=l4#f#wbH+CG*K&pV(@+GP5jzF1`orQSJ>11eE z>=q5?g^=JvAc7SGTIx8;_y4MZLKE<(Ko#<@KoL`c^nz7{aeB?N>aBV#g*mh|Xf<@n zU)2RcBy32z?E3Fp7CI%5_3-DGBSAN%jf{1jrMM9c2vGq&d)ihPrRZ31|kakqk5oq$FBI-;ne?M)D;o>W1LG6%hGx z@EfmlJg2O41;9Fka<)eeEnKOv>-(|t>#0CArEY0$&& zV{&-UtBHsE-7fT`WED&xY++sjDIXR3`ky(e<=KIezKW*yQa5XK2xVw*(Q%|UK8YW6 ze%c%NNTYW`d_#Hy-|WBZWqEddpa$Sy!zc3$gC^8M+Z>gCtJW;N6DnG1&ST%!i+h^NWGCb-1suZ$g0&T#KH_ zUJ|`;`VSd`ffnfqhqZ@Up91$l!0puy~jI_@~3y|dGg7{yA(HGzdxw1Q!x ziZ$lJ5dZz`smG`L5QB+fw%j^KC*@%WRFhVzNL^LqGl$}Z`oC~@8gG4{EcfdBd^0UD zFGuz#J=TZ)ymjl2(_B~zMAffJIX*vg-IF+8cYNA4y zlv{BQo9PF4pZ@#Phg|OvyYgK7N)(TPPsehJ1NHZ3s!E#p{&8p%{}z{;6DQ6s)|sOdkR zH}KiDJF-mMK*-|5Wa?TGOO76ANWI&DP7PC+!}zY@XUBD|hJbBeW2*r(&kw6bTw6K` z`!e%Kg(@co9`2SWyc6-XU5du0ylG#SWg%OroINj?f3&|4&bj=zquR>lBl39d4?$U> z?E8Kj%lm^t9O!6b`i)OcGV$>t{t`mu=^NyGv3=R3d-2tj$$%(K;xQSo<|pLOn{GL1 zuc?_SA^i(Kg`Dnp#5nkm)crM0)hFg~NllM7O=Y@_wONWkljFUG)duhTw8kh-dJeE; zof{WiTzm|5RVjL zW~!eS8pZBK!LS&VJ7VsezL8#ZdPKIM-opbfPMc^&U4L*iXoMGdmL;G8v=Huj&J}O_ zZAWsN0M}?jD9_aU!Wv_9&C$~4gGR7BJ^O^FX2v&9?@g@V(@@NY9fvJz>QjvVSvgZ^ z25K;HBv|ZC!uS4M@{bt41)BYl;~~UBuU~a zD2jz02ojANXbI{sqdnWL1#{4^;>eGL~FAtFt!UOP!I>HfGPeB>Sws;gNM zhY<GP#L^z;B`FkOQ*{|Cc2=NB3{RV3ZmZu@3SUTUA`GmCb=klj*8^avqb3FmBJ+bnEk z9h*}h%Zmgw0-Q~kpj$ZTMOGcGbu$o2kH@t-;JyM}dr~5wzj`b;U;;-?kEeEcV`Jlh&C8CB-PvCO?ekETpU)4D zywCeT_~^<(Pw3`({q?zho7RRXZWuzgLb>H_l(|9hva!4UtCGhV;oyMwKV%)yrGm{B zD(*D9nIzJQ{SW_QmICf^6VPO>`bB|1nxdNh!;?{{|Aobz-BN!~5)uIs6JUoj6b4|? zw#MhIo!+8*xP$4)koCl+J{0C$5P@km?etvxqn&z&%z#4r+`IA~@;ELv-W#h6U-p4u zN(lNo*cs0g*;mBBI#=t{2E{&sA?If2FG3KSxygaU6Jl<9vZ*2w1mqb=zU8?2C0-$B z!)1tB~E*g>n2jWJBEyQHdP=>Km;xDeTS+VlO?xPG3w>};kwuE z65<|m5~CAdubZ#eYq5n6j0Qc%*^q8i-3>gJ6Bo>Oi0qHlrxDk8tcu~pcXe=7r+(ZUNtl2)up{P!g^#j}`@ict`F_ zXXCnaV$9;CC_f^#Gt@&pVd@l|IqEyq9Ef)i5aPlDiqnl<>yhZp`aq_%hX<#_ISLcb zE&J~U@OvCc7dO^P#Grp5&)WRBR-a_>v7FnGb zDG%;?&aw4S=f@s}c}si+Q_%S%3tEicGP*hpF`d;KVr*AaFNEo{4M_d!O@up zSrC=8{{>E zMYVZRAf?Oj1s7tEu*ohxyx%{-F=2|LtdS`o5X20$Gf^#xF)8qfU`i21*G2#jlJ679 zhJH)J;Q+8KM~17g4@?nLRP+_%lq@WYN(CcZC?@yY_v+EJ3ux7hFUJEwd*aOU;oWLf z7+j|G+n6P_UH+`rB?6K=diEb3l1Yeo2o}m`6GD2i{$zb@ewG(HcdK0-s+I4YQ2Xxg^H=IYk61(kd(^5U z`#U&;@`Pq@!*0Rf34=CN#vy6_lIhoflL3DLE_kv^rkr4)H@aO0I_>eQbm)>Q3yZSB zqilv5lJ_Pp@t#uHqjbA6Kfm77N}QmYrcd&ACp>`~|FVUGUHer)w6BBh7H}kjH{zgF z|M~_RkgPIYQ6bv8zR@0lgEt!EPIC35y5+gT%4k9+_bwhJKbtjH!I3~4-a!uwEkuB+b;w^H23kBI^0rbI$*zj_UF$w}Y z3Z=U(%IsSp!kD43|KXeiVbfYQtUwa&i)-c18mRB>IWNJrx}-hoFyTA=H4R7}{qLhd zx=(QPH~Gsy3+!*ZicgjHfSMWpl})RB>I;H9U}F1E@I+h%Xk_-sg#H~I!grz=nwJ3# zV&vX8aH1|v$AFtLs%;{dP-R^=ueNVL+?{4&%EjrDpjgAmh~~#a;?S%zN7Y{}pT7<} z0{&;mrZNtkm)Ve#TeCY0{1V}oAwU1j$4k>-aK0eACdN^)>&Q2B{MFpCCGKn>B6eegnFhPg<{E(^6B3lSa>%7djJPpSxb!)^DuV-~R$P?C0KSC-&MOL88n9 zNVyCEl57T-RETRx>-bR9-1tyaKhLeMv%eMDx8Lpebe3 zH5Dz_opO6tDvXB~;Kds%tI1(z1UVSztpy zhS?VBZfP8#7WMXTd*2xbPBOS4?4UX`pru+qkGpLbiYDfMf^P_)p(BFs7nwgVQ&6eu zh*T<*$|>yR;dGQ3HB=k=O= z@tn+oc*pH*Mb7hTt_}XS*F=EPcYxfX9NeqiPwxEx?YoU_vA5f(nv{Hkyg8DWFlz@B8=kEm6 zvvniTpJp}!1bMckP~0EMkkGzx7!|6f8L)y=RL^Yare|hqsjR}yc&cW}j`|yf6naov zdkL@ubQ&uwk5bVbbR{=VoUR7z@-?DUfaMD3U(2jyrQI{ zdb7o=Zi{3Bwh7ytMenvMVkDOlf9C+~s4=G@VrDHHWgYyQS*K4T`6sT5wBIdp`~WmT zYt;yKR{q0p|D@reRBZB67$oWpVdlJ4*QU&Ba6 zrYdL8bR?Eyr(BF`J|KCa{6a06d|!USB9okOn1YFzybqB?zu@V!O6~r_PsuNZzX^6< zXGpQJh|#eMvkAeZnx67CdWKGcRSf2R$Q_E|;TJ7VjvI6qLd!n5FSe8KG!}!WLESUc zaT{qW{`z*`+KTl4Mwi^Oj~hnQGd0WKTbARD)hNSIH@cXv-+Y_=I23l=+iX!(kwiq( zwWCny*@poPG!|PW#|2`Ap*CM=E4mSuP(57FCo`^Y&h8%8?L79}TTITBCZ^+eri1=C z!XD_MymL&%l~f1!kBT@jZ@pnJ4%EsfGabXDt3A zL)CTkW_z;?O$|v9Pdz_o_`->vDk%q99AaOH4r+5&pDF4@*#Vn zGx7+nEx@mK5F<>-gjz8OfN)^mg}sV)iwzTDqz@+YsHDS&#*xzjoU|B+52V=L_d)tc+R?x)(F*2nK}*u7;ReZ>S!(G91153yw* z>=%aZf8RDG0jkk**dU%}Apb%Hc#-W~9V&XMJ~3ShdyOg^J;~opm7Vc4n_<5-VGkV% ztnedHSz^m2lGtgFNlM{%ldmw8HMnC~yC|N8u3!dKskCi#uWnTFZ*NckdpvqEB4}~g zE&C7Sf?I~RfYh=t7)P88^S&MeMEM#2XvoKY{3u^HGGZ5a76bb+H^+dpd_JrSybU4U zAO!54XKrrb_lS1cHR%NI$OmD2L_TI=@Mm)%d|at<$cZ^C+o}o#x8=b|Jxi49X$BuR zNcIT^itbC=j`Gbe5_Ay1I#Dcz)dHx-i}qjYxPmUhHo_Ni#K>v!hYxTE$RiP(jh$2l z8U3wv^nyKndqW~utUhbnytIE)(KXm>xLZ&o&k>QX3p8~$;h7(N^YS5uMry=Ssf$I? z)kI+AvW^#I*vX4UDQB6iXxkcsD~W<}-~>P4wxm6m_j^KFDz3>u!^-oGe#%U>$?~_8!~RI=~3|7x8YI;8{+;28-_;l}`X{2PJd#;BDO6u3x{4 zSpQp>^=x^#`3I%*>j$%DHKUdp=nTx?pS{QUAU~)Uyq?n+ z40g5p#*Gc0+VwNW0B#e+81#%9%Y$R``Pc_|3;yf;r+a~aGhi(=`0U}qkHCbSV&uK~ zZGp%y;2-~mH97I+UA@z%@`)e(Ve}}=Ta*J`e70-`k%aAO_YH)gd-j?9^w_+r;#C6{ z{LKht|Hj<%5i&rNhkf-HUQzNfNS@Asrah_pg!gXVf5P$!wyq|x(g*_R6u@8#g+(5| z>m&Hj4RkhDSCDG!eyA=AX83i3ovt-~`b1tInhLb14T!=q=7I3;7w@8U+Nfr-)Xbu?mnf1h#`cqWC zrRowHjcoAEDagWouBMsx8vb*^iNXnE8pw?-1~V=&883H~`1EgdCe^Lybp#5z11rQ$ z-|F|g1XMY1EwScSBeq>3wnZ?fK) z4}WZQgh~6{Eq6nq#GqiOalpH?DLREF6zpG>rKlSn(9A_AMj8|g@E9&j6LF`S;5UQ6+0z)U;pVWl&gADsSZ=5ze_lYix}qMCkG!W2_GZQV>B)%O=cTW19?88f$DI z%8uSOOOmFk#(2w_eOPvtA|53S#B{)6{i5`75tU1-hmXH!_XTpW$53Yz|8t>sp{8(3 z7#`VC7zdp5Di2q5d(tzUV|p48!x##u1RvQ)bdksU4R7I!frJW|G1qNC1QwvnSO!TW z>-b!&P%N0aMTdgfLmb@F0)}&DM>&!`Qeq82kO`T&M~bqq&#L?}ogpi<$`}qu&xr9| z$S|-qvPUvcFgy@o}Tmm4Q~A#FsOj3K2nW;a`F9pMD$+N z#{Q(K4Nq!q)WxMU!KyuJ35Bt`&Z5~-)u71460}nLs(+0QzRe2>y zk@wzuOx~WEc;A>zBG?ax=>eyycVD-khQKx6smli&x8G@C*KGT-mCY6u!QHP*JKcrM zHY;`wnKOn}LkAwLGSxqU`}j|L{|~>}f!PSivd8r!tB0@~`VOfVOOGl&OpJV#a6wQ34tWs$z zO;#3iH54aStD*sZ$jU2=y4HEl*1bq0xnh%{+4&rbM5}%gd`hx=jQJZ2buqAMG;wqR z%@dNbfhE5_%B9${!R~FH>=6l{yoAK3CSJW;9}wB!P85-`S)aLf1g#SVXTApr-?b&O7>_@*=Z+&Zffr-;^^a-NI5A6|AgIkkFbx8m zp-xe|a72t`kW?JYwf`r-y@0YUf?U^7XXjoLXen#me5&YPlG2x}*Am4=L&{QifXm{v zTc%GEMMfJM+HBC|nVB&1iHr^uu3~1Cj;_BVxt5ki5YuU?*)D*duwVXCy|S}%QNTb$ zTG{EB$_>M&rKi@u$|Y8FXccKAO}9i?mD`q)`Ipaw&DR!>HoqHK80T0Naes#=Xp6?y zU9;3m;MX$b#~Y%FUW3=%xwF?xS*fCN+lKtNL& zK3@KtV%GMX#)@v9+o)gF4A*Az+{hhIQ*yXy7!wlenaBX`7`Sw&5{6x=`IBK;2leyL`{tC z8jPtye1iRdTJE+>l00dK#4&&0L@94;C@5so|8_o}Y-OB!>|XXPpEC@DPvFgI)4IBL zmsiH+?&Re!C`6Z;(;CnLo%tQ9BHz# zMh1yRU*esdLMjagoh`%Zw|JTu&7q8JKK4-a(H2@*??{A}qMz;xWHITJ8HViKC1{Bl zQ$2Ph0^sRhNKvOb{14FuvTZAVCjJH+Xd8zf6%A#?;~`Y+CVz51SNo=ufp#2yQnOHr z9BIMu_Udmo0fG_hotV}?3i2J8lQn8;@(1dBJ%2rJ zY{4f=wqXIx`HMtiKo`xJpov0*s{BG}o>~$VqN!6Y>E3}7dBF#!<8F@A7z0Y=xKqus z?uqXUFYZAcrcO=E34_`#4FaS_x{CthMFmtq#zt|WS=#|~3)3`xlvidoNpYa?u)pr# zA@;0k^AacmfKgV!2((gEwOyt8w+qxZek&G z(T*T-!(}UjJX%K){16x~YGR=r0iG8h{0e4x1aqEdc~y1D1%%y}c)pUWL-`Zv-W=@q z$PYSnnf6X-$IBI)MpPrJmG->uzLNMJjy&F>Z#V^mGFKwsFtEFWZ7|C0@P%Yy3UV=ac!1egIYRKXP8H*wN)Jy;5pM)4gf$cwpb?^$5M zoo*D}c*e(l(b*BXM$U9wX|i*;31Vlz^sKPFFyYz7k3zb=1?q&q#^>p~GCOY*>NGqK zJOA5`Q_pybgCt4o#;tz(tVz)dWfCOVvmuhGYVTLC*kRIYGSfy29lA^HfrbwlIA4AB z6{vGK%uGem`ESoPmabn8V!IqE)9i2k1dq3d#JVp4!uxKQ*fJ6;+$_+8x!IVXj3ciCC#R_lfXF z;?})+9~Z5rJ($S%EvpJ&8;2Z=zIwT9aI1v$EAuJpw(Lh-UFaC0?5i0+t{;_0S|49~ zWRf+#G|(y!X+QsY@m?z>YJ0F3<&c#@>i)wb&r}xg-*G6UGzi)}B?_vR|6twrPCBs0 zs1sMf`qbSo$`wLqtqY#@>$P3t z{s^qCnr#grfPkjG)oS}6p1z{h;t8F9ywr`n-fU1_ZMB{41wrJNJfYmDD?e9gjp?Ky?+cy;+RaYVmUXWuY+HO9X(#_*(y{bNL@x2&ix@^MT z9Ip(ftv?w{6rjAteTPn;|D2wW00Fr`Q`!Ak#-r-7D(qmaa zOfik`a4-D3F;I)0NU%aifQfsf4i9ulT5@4M2$|@8^WqvmzLWN+<%7AbApx^(N*D$* zdi1qH%_FA;MhJWG*!LSp*a2s7C+pzA7bjD?`^OPYN_Yo+0?gnFZq2I#E$K0qMuiRW zL-uC4%w8gNncI`V05#E%Ov6YRp^E4WmdflfP=z$W39(c zLfw>sf^l~ZXN@<$6*s9Nc*d+=X?3crD}}@e0O)4`D}bcHH!OXzKfQ%8$Wa5qjywOh zn`koHfgbQES9u@Kr*Znfrd?L|01m*oVPZz*8k0KuSvJ{_WOkDQY>r_5jW~`I#&a$- zCX9GJn`(ZO1Ja-1g?YZn(U{$?pD@ZVb8>)#PfM^&!IF4M1ALRfjKA5*yDF8GrVWY?zoS{Gl?zEw6nxm)z$Q!V(KA%jwm1Z4UL-G- zPR4?MQ$srUtv>)d$L+2fQa05C2i7Qx$;+V*Kn76V3`R6f^eN!v{}|KaLk5u&3E*sq z#<$<*O}G7R>Oxogh&5vXatxqXN%h?H%(=?&{&1)4|D6j$-TU*tmbV|w4&#qQ@Ot7; zROLv9b#=r2C$-`xb~-skNZf1O^p^;P?%qxna;EcHf1_P?4VxDi6aG0{G0Xjk)^FKt zh9veL(8?f7)IngxN(Vm1wNhu)cd3&;1BQk^;AN5N+zbD=afUB~hV2sI$AXi3&0a$U zfyoHyDq5P_oZz%7i$bOJ3Ug~{8&$OI?r>LJ!|Lsi{1}Ez;+AI0|hA= zncC*&A@@I*ne)z|7W2MoSJ?vE01fY-eb-!Itt)f4s%e${Uxt%I8zW{1_s^uU-GA9Z zch!qlYS$~Q;>RqX7(XI7?v9>$WHrg*6HHjRD&IVSEz{Op$0By+{>7ZS8ZmGn1V_9< zH6NciUlbd*6nYNKSVb0tkriQkKGY*2lT2jpz5D*Ai+l$0DE}*V>*MX;g1|bAZHocp zwjjrdmD-4DC|q48<<1ciGQ|Dd4QJ$D07(LUg#;{y_`FL-y&{0hpcm>EH*&v*37qzy zU+!ER1syrdzQr$H(j~}j*eM{Ez%g?x!Cd3%o09`#3IecwN3prMI_na83~a9?ZQH{j{!Fh zbETdH{<_3(pH5bjF7s0_cC<{9h46V|3A#AdqaV2T)vFKwg!ovby8c)nBdBWt?!}0k zo_opbtiHM)MGnNXdN7HGq}=1Wx`G@V;r9>I>E*gq<=`ss*Ug}a(8S;kuf-$=Gwby! zpfEX<<}1a;@Gm3*k|U|kw0YMoDKmyIT@lT3A+zI<>PSL&JRHV=Ihx_i{#RB_Cj!nV zPU>;!yJIi$0TKkDVTsSZ1sT58tlS^n3>Z@c^{A*=>e*#u$}Rt45LpUiM~!iC8Uel# zw~JT=H_O)m+JGJ3V91P+LqruzKNKlFqadoKdwII&i?-=eF|FV?xl32jar zrvdI`5WJIvpySmd2Gq8U z^D}M@_pC;PPyU5d%o*p!?!?d`z@p=1oExO|RLck6j2@|3F+)d<{ZElMp+_d9%z3zy zKZG&CD^nHDXf|Q2U5^ozJ4>Jo$hpTdjR^?PA%dwC%{ij+* zW5;<}jYI7moA+F0nAiI6&7&FCQUn|jr}^xs5sq`y*>6icNOaag_Jy>SK3Xil9z+xG zVmeL*VL|#Ij%>c6hXahxEx@q;C+j8j{&K1OhkqU?(6^sG+0s~?yH!6$0Nuf2@v8j6 ze}E~M9xr!+tw#X7N1?S6x+mnf9T_koQd*@db5xKq!q3siK=*VE%^SE?{g%K9z&PC1XJ5ED<-`zaXzZ5H&~>LAZ3%mNO62UussX!b z1{3@nDJ&XNb|t!Im1T05RFrKfxv&)EwgLZ%U~G8J&JS$yCiTzH#&WK$Jtb z4eo7`99p6or{7Z?X`a58O5>hyXa!qY`PTt>$nJnA@tFiNGCJ@)h5CtVihXv{d+8J0 zf@`J49EC24=6Oe?_O?}9;1&2^RbTLaOQ@1%E7PQ-+DxAUR8VkmjJ(}NLywwNS$F@D zLNRFej`4&b1p-~>b?$f`8^Z3|bI-i2H1sS&cv*tR>{w|kW_k^%D6Yjli!s+I-2{`L=FN$e@9kgjrU7R@P!tS3Nr4c=U>d%2&roAtJS0!UlNRzM-~!PA-UYw?C#aW zn%(XjR9nZu9avDN~on} zRO8UXvUgHR@`gWff2agHOG+J}Q!FQa0Lc;uD`}1?Hh+P_)&XOsjBW}A4Wkl=0wILr zHUFQ`R|qDmw?psaODbYcQdODHQ&XXxR;ujE9K<>9wH+~n!KL29_|Js=Is6YRuLR&I z<+Y8!@5?al@k(ow1C534gEScts@pexo|cADjZ2B6H>eFY%GngO4x9M^Dy&~nMm@6C zYE%a_CTb-ovKR4PB34i-nN=0>Dv=9IRtqhrBODUp{=qf$o&Uap2`?h3^bR&-^B zd>xKNIS6!t2#7INE&cJ4K~K@qtx{c|h@*JRB2`VZI=eK#vp3gDyK!sdd=2b0HLI1f zN_6e?G?+KD7O`Pqq#T%oHKLFHWYVmql6$F<)qbXvb|~V7tug{ceO7w4a%w<(i7W`E z@(C9_C?Z274<6K3Bi%T)>0ke|O#^x*<%-rIK?Wcs)LRO?uCdH>=YHowtc|D*S zv+eiXHtmVU>z{jXAhy)jlK=J<0UBKH(GJZJBPru5Y05Z6BpBz=&6SnL8I%*ix(4}| z-X3BtEi#0R)wR6HFLMP}%Ra}z=R*n})0w2ktOjAC>k;C^IgLsqQjCQQ6IdKuMYwz* z7zWG+V@X87u>3x}QC&Dv>$nCF@HW3C(8SSc%xYCzeRZj8B&r&V)yd{Znm7*@*PLlY znYA%_nRE20?x-|0C{*mL@_24lbJzL&$sJ%4dGNKAXrh=)l$h1i85EP+~vc_@(v@uVINWc3PG z@GW7=?S&$Q=G*ON#ZXvKM(`{W>z^+Ui43hC|B6d| znXH02zLEc^No%&b;MeC-5(%f)^gW#Y?HT^E8u|s(34nlru}CP^`8>wCb|Gpu*h6=sE0h>86VyC3)OtFZ0` zm~)UXS(vu3tfQjw$qs%{Rhfu~701+L%8{-_r@nki6_`y@oJW2KhSGB?vJb$s<$oo1 zXrt%OhbG9bR>r*WXpmI5qH|q{11(45vrz*ji78ShU7=jkxQl$2gUo_5n_r^&cWx@g zwZ4PDw+aTiXLp0|4t;QVxeA*F#ftZ~wUF>cQV*8E(c{>4)>&9hLT^=<0_#6t<7}XeL4vfNu=g|fDAVeT~m5T zE6k5T^*xdd!;4mIR!r6!O)IM*dD7b5=pule&Xg#$`BcBQ#fHKo;pg*9fw7ZD^SY=4 zYw$yCpQk6V=W-3g=I{iXEpCx@VQel^{I~?S*h@a=Zz~j=UOKMu3BqhRCWw=?s=hGl zS8N%^T2}}zar$pB_&OOk<+`UM9K_7)cZM23x<&t285xv1#q$^$e^XN%sPsL1+SGM@ zNt<_LecD#53tyO|;2*EnUGRqoGjgFwZcg0s-wPocqv;dDk zIdi_{`qs)41#~vt_>P>~`uwTY2`Y3ry_`-@oB^?jZ#1%kp-aO(6`<60p7hp5voL-! zuWdO1GwTgm^o+Ute7aFS28HAb9Z#VqY-HnP$Rcl4%}P%u>UR&@Ql(owLk1lQwI-*q zyV&?K!O70j>2%bRmC;xXWE0Icz$xq33+C|atS7!VB9Gg@!#-Lwn4HVB@NLj~d|%yL z^5`ZX!NVT6I)4ifG!f06(lLv1<3I-R0o9qLNv`y{4hB~S&*YmIw4~2A>N|2`dt9;A zh$WQTwHb)$|Hxqef6N^|zfASVwNOjnqB=atgd@InA@9?P5xJ8r2Q1td26B>1+~ddj z#HzJUDBNRrGElBajMH~v7;?G+U8K8~nKtByxLZc_wW8Uscin#$^{fxw19CsEX1c)` z;0s>kaDpZZcg^PlZLs==4(DX$>dTBFt5HZehEIwfZ4gS z{&;^B#80Yc`q$Izb+E|E=Q;5zXO8ZyKh697ujv;RD$Ms$R~?`h`H#0toogQu7eEEt zLM(nn`p(vyptsv>fs?iTeUSXEUGu4tL>CzDi@$%54IAD-3u!aR8QmVV1T+9IENJPZ zCqEc+khGiVInrCBz@dz9!v%FM%6UJwjahDe+Os`g9MEAl)4FEa`8ZRxf=`%(gU;$x z(_&V05ESrcdPM-m4a|F<{s@z;CN4*ZTMJ^wAALzb`)1tJLi#t}$OgP30cV^DV;VHj zE)02y0|))jTCyWtsKni!9NsMP%V!zX+uIsC+n};jlwqrqBwKpdTh^-Oib*~x zM*3eb`EA<15sn0pan4kj&Ok`mnBgF^&OmDQeZv-tj}M5c|54kMUhNd z?4c5qWI+1(S=x4rgcXd!cS&_@oBqSlXXG3N&rhAzu=1eY{pU{L<98ZFQ$2E$I)Db` zweR@M+Je{r71PyEJ-B4Avf1``pf9R$M1HQnE|G0K(8ygU_pKNc0eWHlr)jMH>kT^a zM(PZndc8P$JQz4Z7XR=*Qu_agJYPhEJ9bHMrPhMXmkfw(F+sDDSOzlg#DW#I>_`&V ze!vXA{0{F5CNSjjL2FBR&Agh=Hrx-+@ijFJk7(!AKrBbnOwaDCD;yk1$)TP%0OxZ7h}{x&`2{0`{Uk+yu>gCrg?r*2z?e8W5cvii1h*avEje;e zy!_*_s%h7X8mZh8bD@*-jxE`HM|O)R(J>ZR73ims59#+2dUg=X#Gr{w^~4buHarIY zVjHR~|=&Z8gr3Ii9QnF_*XDSKc^aT{pJ3U+L(>^84LKB*^nPeI#d-0c87q$E9n11h{8noHz1sc0Yl2>9~i^hOY0a>`ZZ43A3 zqcS-C0SKsWxEr!L`zXKRBnC{r5#@==6W5Pe>R`JUZjb_aO55Szc@|L zkUoEa{fRSfFKs-jP;1dBqYGB>ZVlO6R@!uqM zpOTsBjf7I<)%4|AMn?pY7u!BF7x5?-!uf##`GJc>Kh3fYGJ2a54JCsS)M#1cOkXU9 zj{1|74K9t0^$X8nQ0Ip=5>2xnehJBvQK;D1l%kXCj~q4&ifu5*-^)1zS|8=u{@&Z$wr2JWy-Mx~_SHZ;FniHu<8&a?GmIfVntG znFqh2mOc00Ey^GM*x2-B@E~>GvdE5l;<{0gL~;@HkfC|)p=F8UK-;Rz@6Mv}$wiqDl27R()(bV$pZ8m7!(PGzhib&T=GQpO|j>k?Reo2{EgKh`NW0d(^B zr5n~k#j#k%m-!45MIs^EmoMjJXNT`Tj%OQRSLW#;f}Y=5Xo_+M(5c^;Da@B>I66qL zX>)SQs~_O?R&+46oqp}sUX(qaidK#PLMEzGj#;(TMV$sLdoJ7ESv&SBFQ<_(rT@cT z(jNmmv-bWn7erWmZK;wIhV?-biL$VkmSWLkZ_nP5Bl2g=LHe%}8!J^kP6hM5yaZKY z=;M*W=)Fi`(5c1?n?dY?swgHe_?4f>AI3HUwm?@U|L!Ygon@$79OC4vSvy>`ytETK zR_Tl(I$8Pl>9=)jAy=|_=L`#!kjuL0h-tZ z>8P#|Y3)09$I9mSbMBSOjA2gX;{DC5JA??HNd`{G-_6$_DsFZX9XO?_8ZI*uv>V&7 zZiwqmaJx6O$&t7_?jeloin+P8f#`%vd&hFee^Vk>VSfz4S8zl?+!$L2|4!~dU;+RO9EyskWB^tWunMO<%9a37 z?>|o;z;8Cn?@2%q!23wr6nX-A1p(IHiK{HADw$I3_kfTCgR-QGEW%M{uI!{;UNKTB zrqgCv!Hkk3YH`7Z(wiM50l*5J;0G4u$>Ro#2^?a^58y3AInBWY`vwkY<_d|lQ=+xC zR0<_K$Cl`k)QhJ)T)IgjX$Wj(u%biK9LfZ@=5G4i=4rqfsqi)+pK#kwM6qb`hyaUD z>OvRubI!q%Z_uQcCKmE2;R$fvJ{&NTp{sRM0UL@2!37$Z|^_Ax1 z0j^<`1!_R0i@CWT?Ap0c02LkgL{zBUjZgQWbdHsBjBpI__Y0i3KZ^Tro9O8EBQ|0e zvt{Rn*}LuB*N9EPjeWuxRRR9e-P#{uKh+3(lWMDAW8-kCXpc|WQd~JuOGs>Uwk(q; zU7m=mL%(TGn`&cP^(s^_0pro4{1dbELpOMGLyN;qU{q<{i~0DSeJfIW_s+})6ub$b z$i}pzK=%>{jndwFDv2&C{n#qMhj-MZR{CA6`a^8vE52&&#$5s9N|lrqdf2i4nr@RtPRwyK^sN`~ z5nB%JhGvn}?WLZc>mQ5%fK^6lUL7^;M3S=<4ft5MW3VZ$a!lH2XFu*%)=l@-eogy+ zpe%i_jGk@WYJy)|LkhN}>ZLTkNJQO0wvCs5R=#XI@iNsjNU2~;Ua4A;5|(qSt!dRl zB+5uuu-yNz`CjSDWr7qem@Trzh_-uVYTL#HyNDVB(J=Z&BE?85+sXNBi4>SMsS8G`9qI&R*-tL^|h ztp8@WxGZ{vRMRFRL|9sNG#FH9RFz;ufumkn?o2AUx1F?xh=AwisH-;^VwX3SN_r!O zPvS6%7fwfZxqQ8ZOFcU_k)+z~5n*%R5yyQAb*Z@J^H~PWjr)MnEVSfMk*_&vfxw-P zxS@b;=3nOxma)!oh+ge9laEM|MlQOylJRNk>bt?@?-CIn)QPtTV2!Lz$CyI@7VKfbY##$Mh>g`TIuiV5!!O=*EH^fIc=1%K%*$i)qI{* zvN^6e5Q<746D@c&>S&qRI@1yu{Q1qU+vw>cvrG> z3CryjDUJEE=?qVB$erfv`v#WFnK?Yn@qD{Yg>ukV@r+94&X>?8^l!|wJ+ACvKPqU( zy2-q44|gzh^Y6?KO@Tub)mrOX;o;Of0;%nYOfIspbF6mfptwj#YuBR*x6U!;VMu|G?{QxD26 z@}KuS1@mT5UyM6KoE zJp1Sc`o+Q1MDR>M13i1Z8>!3i%D@@pSxY-;rY$P!?Q4Pax_u-IeZ+-pWV{$*Xb}Tq{;M;z(;(d!M0rDR9^VQ#C7X=<>|cOX*}>qQdU}4N=>41 zaiCh_ExUYDnQZg2nH1AyBW&2mmJjr%2M0+3{Xh30cwY3loTuik&AqOnMR0Hp)t24TO1@keNwjZ5O>T`Y#_<-G)1&YT59MXLoW!q#8O2m+Db z2@slKKzgqUxmS74qk~XyB>(>d=HZS5q zgpXe@oLGJrVkMtuM@PwZeKF&!Sye7pX0Su7B*3o9_!azNzx}gmUKI zBdse;h@=bW%7W#s>q8LEk%ttl)=wS1pHCuo|G|UZ{F?Y2;)P8vvKD_HV1jNFhCGgs{#7! z_y^n_Wr}rQJlSTP5j1c70pKZE?CtFVI?Ng6P@W>OU};AuvW>(|G^l1O3`~3HwCa@5NL5YtvH%why zNd152^So414h)KClLJI=A5mx(n(B%($-JJ(s>u0+nIU1I{aqLrmB5SqhqOAnR@&0u zR(O>asf~b!Cyv}#wV{$|lXRCL2l88c8wwZKK`_jCL=KnAIqfe8J%Ke@HtvG zo=<~5#q5c28baUQu^5-WFOM@;QCjgh5+^MXW8P>y1Vj`HoNl#+iJ(Qfgju9}dJfB`%D=C0kT)k**wvyK6KuS?(So2;y=FPuo|M4)C{pG}ce0 z>Rb-WSZFC8#t(Qr7OmZESxrzq9A$lI$00uX$3QmCwzbDdVep)!5%8wk(3%P_cIt3k zEms-^Y@pH3rKI(Ed*T*G>4@}HLF&T3;R}s>M)aOTU+clgwS9-J2S%2I{~pja20!3} zG-ki1^Iiqxlw3tLT-iQ?-EY=6ocatZA;%>=&*!&$UW(GlzZi-Btk1H;CiPIhS2;kX z>A?G`&-?c@Tszyk7e2y4NwhI=32_RnmJJ1-F*8c=73$~EgK;LZ77tCw>xdmdH)zMW z=cO0N33c+Q9&^{3{}q-#^EpP22`E!`jYSOUABm6ei@6zBhD_y;SOe#_8p%lB4qd&Y zYU7aN%S6uHH6njRnj;Oko9eDSd|>GR?$?e#3HRUoH?r`6D=>&DM!x9JKbK~OpE}Tf zjg2XyA%Hu|UVe8Jo(Y1408{bC3kR5pT@I)uwF&ZAI8yZxAW-}8vjcnOE=!vM{jUeXy62~uy4KX!(yXryvAw@| zvd`3Qyo4_vhlGvxs8#3i|K2R09L)e}asWUfu#rAXtu%9=)$ymUD>!WH}$0*cS_<)jjWWZ{H1jS6BVK zm%rM?(z{FDp#GP^*uZL)Y!Ayj1^?LXF@~9q`dTZ)m(l0fsKT(JJ7DRzRyL!LbUw$d|6qAFdWsrePmax(3`U*QDzuXIaXExOKKui z_Rz)5+xv&E9!TWEmv<(>4 zS*@>)N+gKFg>XRbsk^P>w#JI##mnvP_uc{&_Ans0u51jS50!OT!gYr5z7-HeSy*!G z%~avI9AHiGw%gZnQv-tsyb;c6zVKBIg2~+N>MD%chzgi&EShjRvX|V zuK5VxnqghoIAEhBS)FY3p}Uh=rGH#K?C?Vdx4{C(s+LUJxnT`3VeFk|_VG0aw$h3k z-DMuD?C`*D(%}XOaW?M^n`0GfcW>cX5aY6-UVf&&;=ao35OgK^_O_cKMQkxa-o1FZ zT%x+h2+%j>OuM#YE2vx7*9WQ5H7{_bOO=Uz+?c4KTGqPSDS{EMCSrD}K-=p3H}4LAc5~^zS!VdE*QkC7<1JzN#zWJIX1q)^uci3M zSW|8&9b#3_Yrx(q=97udGk>KRUx8zOi#pok9M`tSI41)WL8)~BnF18AV!Qg=`efYU z7=Q*rZ#mMG7L@xTL$B(oDbJ8@9WOt9b`MLv!>K4-BwSURywzgni%lvZ$_Av6R5qmV z48C!fv=kE16{X;pzOZAhm4LUX{fd5S6lqtEy+0^-S_Ai3R-lZR&7j{~|K0PSa*k{H zclGv6gL;Fo9@iZi?$fW2{A5Eq_CqOvo6z!|RKVw&530cEYT9X>zlHq&O%E8`0QhUv z;#r$9e?8&u-aogs{+{`~JHh0$u6|KIS>pvicB1FCt$Gkqsh!Cs6*cK7blaA%s%Twx zV@{LiK$bE+i|P{^#|k<+V;(7;m#;Zu&s!?)-{rj=8!_e?@aFc`+BUinRq8;}Ra|WO zSp>hJZI+kn+x6kkbojA}OQSe7;TifrH^$i-R*oH(@%zM)1pF6f$bAb=y!Syiqn{tQ zE3q-%i%4B&0!GD7Rg<2@kiwh)!4B`@y(+p@KdsyK=zeMz!`rq0w#kZ>M+8oNqUhV4 zG4`%9c6nuHY=pTJ`fiIm&}8w{lil~Op5Y^M=9-4e38vPprh?YhmpjjZpWup01n=0_ zVodrLUGChP&13t*bqlq`yCj#@He~2j95%YHurO$DU)#F;_0o3pms7=kd$m+af5OK5 z)JpeSOH)_rEo*u@KP-=-cVF)^Fyq@Ar=NUTgcav|i-o{!>MG)lMh9vQ&7DW1oX|DG zCIUnGv346dgWA3W`t>FPg1pD#{F-SL-XzDLl^Q1NKN;AxHGa*0Q!i{Xv{-7pni^z! zQw$yC8PlRgYrK7>u{3*f$Pv=Ue4M}GD_$%=J;y7nQx7~ja68L1p?2Ss3CDnyXQ~aI-NR z5vY#zH2ihif&U{imNy5fkv-1V3poHb+l1$9;0q;(V&P%=SMEu#f%^==M!%$O2I0rT zhs<~AM0S6|LPPjw-u`A$kx40X#e8`65Gz4Wx+bcC3v4HoWq043_caDK zh2JY6(vG0Pq;gwxDXxA~&&0Up;$r!kpu8HBmt>Ud@9p|-Zx(abKgevNE0IqW@{sp% zsS`$IXQxd|&z6&#OO*^bTjw4Z9OmDyw>l*Yz8AbyZnAoxHt`-XBpTsyUnl^x(%wZo z1%Jx5)B(EFS~yu?P)g{`N{(zFeeJQxsHI!6a5+$;D(MP7Q^Z&`=s4@1SGn8@m7k_wuIC64v$Na}^9~p*o*mP{3ZYnBdG(ebuu3_g z%j@MPjQGaqUN|8NIRzkYb~11=WYJ6wSAJXE^LJ{s-9jcUa3SK4LrUUh&<|LMp2Ij? zaQ{Ftl*Ou9FwJF>Kvj1!X*gu`vrOl?&nNgRdCUBsF%yjs+!o7rP=efosWgJ+$6~#5 zt9KR|wMX~tOlGDac)zoUzA<2JcaJa|+z2^EHMFw1S@kT24qm)BU5BSQzC?7psDA9s z;yLW2l1t#$dugMyItic9ATPQ9cU@EnzvBIH-Rooc_t_W&-`~gDr!+tKAe0p+eotMr zC$MFo3&_g{_%f?W7}(^SDK>F+Oz*68#H+=9(9>Ae;!Qx+*VK5d9X`n5vb}#Ds4q>6 z`2M)}7SOib+O9sv%`k5mgAs$KGC8?yKtEyq>RXtek3@eN0}^~M9bc*zFM<}q@ly_8 zj}_E;vU1(NRe+vTS(E9kobOHKn&^yQl0VFcNtenus5=#q57KC;J>`X`6YH- ztcZdcMdRG>UD^7M3}Ml8vmZg~%(Rj%##s}gA#1J1!x$2g2AQ^0J+h#Ep0nvFZum~x zTEaU{?-7pxKfk#3Q{?-eDe(uV=SSL1<6+5+X2Zl1dLFFY%ww|M$PkZc(-$r|%v$-vCcn+g}c`d~)&+zN`bi7>DKk<0x3s z>|EJSYm9KQqrYyJoQXZSTFA@(nfEO(n^WqZ;$Z%COj-lom1dLSkoE@4U_X#8(L?G9 z*tJ)FyYs_m>&4w}(_`>#oh*Q#${*oCCj%j?t3b|*xc~Fn{y+&<&~KiS0&eCIQnT{) z=RUV8pFIboYkGhE3<$`~=wcVxzo@Sd80;F}8Pjw`6mt38RknAQv6D(;q-3?0@~OtT zIR!rg-ieetBFR$NgWS@lY?6|d1Ystb>4N{>DDt>)(J@xu*T#W_JoRh#V!2s&>#iDt3H(*zXmfZ+~yZMZkRGjO42<+FvAHDKv+CWX9%` zl#TsyT(-7frUE_7eWu%@y2cpF96dmN%(;FXFJp<|)q?e~t~xH$1XJUv@i%^hfMg8G z@mKb=2wQPTdd462bjrHq`F)0O>%S;Tsbp+2j0ZS|L?6i3QMi->>I)}8ib;5i;~_Sb z6;Qc7`^lswH&@e_-)5c%4Npgum#`Q2$lRBoOcKM&Hj3!b&$oBXhE#y+7SPR+7$3r& zNtG@CMRa&WLJ*OM)grF(?V*0mUoG2z&hn!$$)%XI$z7^+_{L! zs-NQ2Odw(5-@im2r<1YbJhsFQ$IE;DDynHfkA?eQ{{<|FfYi!e6`ePArda1-LDsv> zwlaPtxS+}=YWrme>HD%TYU|Mbr8ggvv)Xd)R|A37N{niH9FvQQT@Bw!CLH<8`mQRg zE6?~2CUIJcDOz(^6QT?4)nohxs$EtN$PB4umTf6*p{KJ^2- zZH5arlS5TnP`Z6Xw-suPUdC+ zkTnTMG`uozr=7~5Rx1HH_#IPbAtROa{te*l#chORKdLbQo2laX3qwdefh0@FUa&0#_Z zzp&(^6@TfEACB@2GsouP-jTwb1lNGf20#&v*^Q(3)B1cJNMv~mHwQBvezJf_40Y7+ zcUBP?L!xht(hBS!*!8tmtSc~dqMv&t-AE+$BlM*N9^DXHa_N-09}?aBO9U4p9^T>c z_pz$Wr5QKM{$3^UK-#|PA}9KB^60(#0!$heLgN@NkGy;J9gs*Y=3UzfrugLgfPTK?Ya25)wQ#3E zvd{MF=*H>jw%dotOXPeS0nW4`ta+EHrx_7+luyd1axRHGMA<(3#72zC`+rAer+%1u zXiar3lzsY7@Y=I5YO?&_m_p{hNi1A@0Q(AnPWJFQPTvTd?_8`5c>LVQd3cc6<37G4 zYZTTT8Y|1Gw6* zTRE6ia((j^*^3{4C%F7V69QYDrAOrf-JLv&j-*h%&TH+Kl`%6gN6q{<+FXicb_Og;%$Ipiq(0ao5;+`u1J z+D5Ma-uexF86>RkT?O1OF^w2KerQnl=D%L}Ab^tv!Q zuMdL~>@3E&&-XU!LsRmBwVCHuDq5Y^kMVG02)jpe;yjx}iO7=V9TgxArhEf5+k0(Yt<% zE^R}rOZK@lbut{A%(WNnrv0)zO}#r{S-8u@Xt5CU$j`1;i@ti=BW0IkZY58f=f}t@IosQhS2xR;N0#L*N1Q=VCY?sF>4NFm z*vqz7@JH`mVATkMUBxd?E$)-w!a4ZQ5<|4NBA11~hXgy#G!(qQGU{(%-Q-*(UY#EP z(_k@g4M;R<+b|#uE)uj>S}<)pzL29rR=4c?*YlPpD^FCmK5jK6Blut9r$wo^D~ zYM^hQ{)5?(SttvIxkFij*yz`P8lUZ+?TbsMDQy0w|8acauugfWu(XzBv;6riASl{M z4^1-brZ^KVzU9;aH?trz9ZpH*`s7w$-*jJ&HRqN8)|F|2=b)G(a|P3QKV=_jV#HsE zmkE1ik0tLSUQATvwVmtpuvJjZdepU_8<yDv)98ki%0!t`voc?nF7NxU`8|3pbtKKvNM(~;(*X9t zbWhLqW}kqst58Gx8RyvVT~P2bz}vwP@(S)9(+;Euh@JyWF?vPSXJ@>ko2L_}qo*df zN3Vrx)+OGU1tABeMfdR){8mp^sYxkwHWzfPdq5<$26FLp6Q=0va5e7TnpPjnc-;AY zl^P?He_OhDtE0!eE%$eD{f*>H%d zl)?Ls6YgAg+)%e*GsC<25tVzng1_Q-*{LCZ=ZG-Vh3=)_xw}hPQfPIt>on~evfW6D zb#I{o@(R zkJiy;8v3mxn?SEATGZ_BZGGr1l>vZhC|j&p2J{(1BD5iOQ@$~>-g*9iZie;v?(?Ys zG$9BY^YzBgnVm6>QsTj*-BZNdOKF7raY1`U6yeM}lD5WLmdhtww9f5ip`XU*7k3^; z*|+!-V|voR(oV(qmBs|N>=%84g^~m8^U_DGA+9=@xdyN+Hm@s)Mk_Ra8*#OP_+v#p zw(6Heoev(6hAxqsw&VW^(*56c8b&;UL(k#3-ehjv@^XQ>xp@k=PHqb7q8!z{wtH%0 z74;c1b25_$c_ZD6-^xN+gnHsoy~9_3l={3FcLNFu*%}!R3rFhbM;pY?dEQN{7ea(0 z0)dgmFfH&xO9(z(8KR=_`$OFYg(90GF;X?fuKlP7-g~&2=ihC5e$EQFf~*t@8YlF{ zW?3cW;d{sXy!sW1paUww%WT4yPOjH6k(|DwI4?Md@Uwr{quZ1if$1N<{BxsEG*$sfeQ$G-gEY-8!Galp|L|Px5-HEbtGEP|p_kxiF%&ig?p=s09&Ig{z0|4_4Xj zpe~_s;_n`mrvUt-JI_nNd)FaUIrMCG_m@sf*OTK|u&;nO-XYZZ3XMf=1`QqwU419S zQA|~$p|3-?PFS1LG*E}776|{teJDTiVu$qf58Nz+5sZ&I0PkFWbKyT(#vC_!u)0~Dqi;(;! z)cRu3Xt@3S!9m8PPLoaLW#=Z2-u!Iin`FDW0_rMU*6Na=^Gm2rchE?uZCy7o^pfJB zA@_{_AcU1jbKagnj3$gLp0n`00IXag36MoJRQc+P8&ED@AL2$W%*TRXmuEhZmOYJ| z3qohvd4}wl`{fWlRwT^>eRP-(PoPhTgjI0cQ;6>=(AlAXR`GLzzv&k@KKZUWgaSQ1 z#M(IJDP-KhLVR&9d8+XDQ)=LvPD@(T`I%x8aq$wmwu6zKzihs$XZ;K;_{97zr$1U@ z7EVGAz-w0!Dr2y3H_-8jG-Ak=kU2gwxTBdcWzG*F)7{0z z@zY=tHWI7S&s#HBN9+DcrnL!M@j~_i^P9wSuSfp#TQ`r1n|3G2_IAu1dKUP**s%WQ z$L@0>Dby{q0}8pUZl61;16x_)Rh(t<#(3jJO=BxHLCCkseZG#_*tV~sAs-V0bGC|w zEs4$<)E{!8=dwZ!3$rL<26)D}Q}T=bbd(~&8j#@;6BBC%7C+rJt~@^~D+N~9)}(zm z^b5DX>6NDE0<`-Ci}`=pfejU$`}ZCAj#&G`U2&}0;)UV=mGW&xd&P$3e*PnL7dkQg)AyQj z)ndkS#dC`3e~b7;wthJ+kUFJokA<47`)X+m~5l+l=W@`JqlY&1m1}Hm_kBtot0Zh z(B|nCCvey5=WrgA5P41+G1GgKC!*~SYCB@Xg zyxA2n6`kI-IbFy@tZ^&m(}e5C-k&o2i%AQa;uQxLSs|1t==qvipSTt6Qv5h-NX&)! z(VH=^IP^qAc1nNiKT8RM&iO|^#TGq#wx3!54tPe3V3V)~U7k%Kyh2yJFgz-p-F(Ni_`-XzoX4O7Kkjxc`zhsAIt;-+zD}LDk5L#+Sss!PpC}y zCc1Q?7qY`e^xg;EMJ9}_ur6C^UyAOw9Z7N4j*JS0ElH3rXg0U@LbHeo0>*>5W=Ke@ z^#$f^UPDo-W5BO9_xWBz&*Jm^%r(@|WfQ1%c|mYN{F0HdfSZ!3#~ zAIh^Mx)D)l(A|&`BPE^a4%aF07TqvOp0y)uX$_VYq zpLfY#zrts41#$kn5CCu#|F6+k?pKB8^Pwy<2OoOY0skM-^Yj|nHE{ZsM0+*CsOA`_;2ii^iTtB0}={#XGXvv zW3~>d4rx_GGZtG2hqk;}SmA6 zyvV^qV5tN5t3MYgoATCKk-OL9cbP5}|DI4CtTlx8)9`Jm9i$bax`E#BuYl7rBdxJBjF!nUn!-F&A;tH|-*o=Rw zhjrUdT-;K6k4ic>AVsn9z`M$q0Nja%5r|pu)qZ?C9LV27_GXFe(Eww#b$c3rrsE$9 zpP7@03LqakY5$bmYqXc|vg`Qn6}@Qd?@1yRE1`=jk>%6UD5TYH_4KS?mKd4ZId7W5 zuXt64T3#e>Qzfz7W~bIfv#x~g?5-|aK;eZ}*W>dPPGsefN5q59)wM08Y83wL;A(db z7qW=9+yd`}ym$HLz>L)9vg+`sM5QgF2vQLj-dICH+pe>3g~X}j>L?&4pKjQDSq0=e z^SOR%=PgLrpKi_6wyrSmF8yS^68`tF|Lw8Ok+1)0XJ@Bp_*&xYBIJjGbv&3WtAE~| zU>+B6KCsF9VEn1T42yXZDkmP&Bp7^;?2{Z2dqp02)V&7b)(u>fHdq7N$NN z&z#8ER{wkde{xc7X#TFU zaXOuB^ADVw!FwjFsE_eqH@Kx38Vm4?b9KsC=sZsEU*NDBLX+Y6jb)KXmOCqnC&-@yz@DM zI;$BMN`)I$g2tLV+lG#lTwY`Mw{h-Go6arsQ$ zj-4B>w~@fVs)QB(cJj$@$WF()W{za^FFeVe%e#XQnrR!DwD|WBqxWtw;S=QbP8Pfa zfNRi~0}>L3zXe?)&U=)NOaJw8YWoieY5Rq%*_DNWAkdZBgyxLqUn))=NU9svx~4Xj z)&KfkU*(HPUW-~)<}A+0n`m3!+8N}OFG4f*sDCxR#=zNxX2Md?V#cOlaA!}UHK80MTl$G_$?p$uAo``UjS2ByZ3y#+c>kBNiMyD7^R4oFz6_i?#& zNAxJC(@p`njwWY&BX{RY(5K_&Cm6k9zTK77%F@?o7b(UM$_GrX!@3Fbs{G|?V)B_r zF$Rd0x0ak%>`i%Xkycc^NOi+70MJ8sShW49 zWEu`^If_h<7roc(ysrQ>LLK$ICI!_WU!veriVq0E&&caU&JSA{0az(ZocpSJKRIF> z=QVl1wuvz=B4KMi6MsVKj!(80$_!D`imb~j*&eXuzDFJz6(tS5l1olL@tj>7&U3J} zEkbVeZ{xvq;}Hw#e|TR3FEL80ddMyfi;wl=#Cn@2Z^-axM>?~(a1yrXn61L_&DH4Q zM{hKK-g~MHfvi%VbQRC9eSVlp$|Jy;77QC`Q)$Q6{Oy;rA`i zoj6U*Pvv9Yc>JyE>tQ}r-)c( zx8>OLq4dU;64_`+N7LBHDoai#MXKJ`FZrJIx2yUw`%m1T1&u<)8^^`Mt3x*KBZlkD z^_E6Aa?*x|KR=(CEi1M2DorL@4r2Bw{2C1MogQXdsD?!vWL=*R8D!=!4Il>`H(&Jf z7COsbE5TmAuu+SNv?ET@VS>!uSbj-$YbZ_Rn%!U%FY>7>EM-A3*q2UYhjj)KrZW(? zdta&d-?q%ZX7iuV8*1wP`xn~gTwthOKA)$(?~H!i4U|V6UxGLO`a7R4z>ITp6Z|S* zzV~l!yA{x;3Et_Ork%*yNyy;_Dgu@;86n48$H>#2wTd*<#@yO_&T8&W-@z}>Sh1u2 z76E&k9ciuOmP1K&|FMTx)g4T_qc)^x&+Wofyo>~A8W5F_G8=HGC&Ayy+i=AyZJNPY z9+OvDEveZRpvl`(C$c23oo3uhdyH}pVj`dantJp_J5;S*uHB25J>2m~*7U%70=>34 z9i){oJt(q`sYUXWT-WG>A*pSsAQ6#Oj~tgi+0|*K*WvA~--^bb9bbET5&6t&vL;1I zQH!6rB0^7)3yQ4jaRkRQO~ST@#6UsdoruigG#;p%{Hl( z1zvAGN?~+^eKt9O-8JA==QINN-f4%{ojMuVi^t2$U`8JsX|aubmTL8Q!EWT4MmgIMf;X%~ zoSXJK*Qq0oi%ctROz66861`@2o)U3ZSDfoU3_P5}3V8nAz~SJt4%Rto1-um@7TVFW zc(DmK}aa*!5!SeQj2 zPGz%5vsR5KBaQ_m6I!w&v1uFyq7uEAS>}6NX6ag*oya5Us;(rmyJ&4OCYkDTu^HEr z3ZTlW8w;;xhRFj0icEmBxeYS_yG4J>z5dup?XbfI)x*82(78Qex3lKH*M!sA1Ki*r z9M(<7CMN=X!o(4dkTB~HD*Ee~-)A>~Xe-)-|EAt3?GeeXJ*WTB&vfg`G?if<%KLZz z(^M`|ySRuBY{@~|rn2voN--(6l_z6e3-fvIwOckrZp3TP-(7%NMS)7CnPej-KTJWi zI^OJEQ-gv*I16sTVEgx(6W5dRKKL7QFqM4!f6EIjuXr9NFj+tGDiV3^bZT*3S0~9G z3IsASv)8KU{eu<$cx?R#>tg-FTMqNox(HIc2zo@x>>T7S`>tC@j3uLl*Wb&YXL+p_ zETtu~taSZ_{L2LB27k8B>-7XvnY_KkE=_5Q*pB&h`R#sBCrGY_})&T%UhwNfaPJ!rB&xScB$DY^EbkyO&(M8ny{xR*yPnhxJhh#7@x(vg!o7U`x zE9DW?NDn3FDc0J%MT9kNEM;#JIb8o@&6{SSvOVadD zWr1uq9DgbAh&cwraX zKDq6p@aSX{KzWf||8L=P$N$jksvpV*2rK6-p66U^C0_12`1qu}=IC^>!kaD}l}PTN zG@#n{!O(ShXpAarNXq)UQ%PxQ;1&`cuqM0Mv<4Ks_#MACgs8N7URNPw^U3U;dWQE$ z&^^c8X(kLQ^CTVtCNF>4!iAZTcjlu6@6cD$s*PckM#xsibGUV1sys|sW&iUQ{h2#X z=d__U5iF^6xIEcPB0oxZ;BsPNgB~wG7Y@fDValb0m%#{G*~{c4ZjO<&w*X*(Wt zjoL}o9pt{M%z8Zb=1j}#nFhByuo+jvXJt#Vwd&l_J zW5@8(2tZ?wf#HSx)~5%;TSI?|l6dQS^-Td~_dZ@=@nba?s90i9j9o-@eF|)$e#!nt zmWqtzLp2Qmh%Vad;&w6ncthoW=`%JOfa((+M5~Va5JbX8a@E7zFl0=l^C6uvjYfs+ z#Q=8vj}bmRQDqFHGl4C3r>&cA!6ko9d?zjy*g9zYa+t)J>Bz&=$4yUjtwTfHcM%Grf^sL?eP!>n};_ zji*2x01zkH>>>E@xS8f9wde%UjO=O}rKctCmqFBQ;+X75`&_^s9{%AZBl3fkBi?hiE zFQt=Zj`&qRb9-j-kW3uo@YGRxe417J3Y-T4HTGn^ z$;NKE>EF2bwX}R{_YKJDCHtR9oR;WAsV{#bl;aT>*V#WYm;yu{@kT9Q`7F>}6IfU( zpPv@6m5uuxjQUAiswn(PRqC|3g>WOl*NPUk`z&U#5Maf030h7&vHz#Tlm~zebl2Vk zB#8Gc0F0_&My^goS6_rH>GiV0asN+yz3y@an8jRaSSEtK!;O&T|jzL$xwP1L^s!D%aY#>1)eV zdN3fa9|DJlB^l@ot_>Q90ij^iXwjpo-rDkSYwIUe-?yB=4f=M;lbzS$4Y|7SI*JEN z)dGUQn%bd7Im>^z?$E*Oa}8}Q=7KT-RagLF`B&Qz**Dj3zLNCB@*40Hdk%2`C1_yS znB3mkU0I5ZX*>*RZoL#wMrP1yCHjdK_X44upqu=wL%#^WmYPfc@%^Y@hI%mLx9U}; zmP3;EqNB_`V2lXR< z`~Q)thAUih`l*0yFsHa6Sn;Q+=Qq2I&=!k@(6rjN#a?@-x|P#+IxLp6L6MbXFJo^R z0_)8@ZZmD9e)^55p>jbVL3eqzlGbls&8h9Lk(q1mtIp_MMql76D-R-TU=3nMy#}HK z_F&!(M-R_UwWHZ*a@-XFTcdCC2@qQ_qez3lcm?8legM=6yWKYxt4)<(0YIDOG~sQb z-o_DE5E~S3&N(=E^s3m3{uxR+0s3ZUhn}MLez~-JQO=<`vkQB`59A#(AREA=?`^J= zWAx6+d=8QnKjQ4h=eQOybK%Tr?lu;=9(T;?m8!ojbufej_yDeHhADyCv@&aws2|E_ z!rI%9oM(k2UJ1H418*q$Uq-ckptjn{`+O17RVCShFCI63KjvT&_yTdsldR=m-SrFv z3i%&2%yek?IT+0BWo!(@2G-m??XVH_^?6U$S-%wgDZh7GBbgq(wb=w|+ge_Qo1bqa zF6=swnz%|*#&2SW#j@HaYbb;0r%n!AYlwK$Beb72c@7_TxLQBm$i_k^hg)yK&?^t< zU$Ek!U*Kc}$P!pB)#^8v{t*4w8iVqp0i5L6+WB38{W1F=L(ahJpVD9YZ~M$cg@WU2 zOx~_ae>PVGoDP7Y0kRyAt$M59W_v4-jWo4i%0;f~IbRCUul_O+of|TL3rxz3CokAb z;xNvhiLRW3m2sIMLHE$ag&$v&5QewC@0Xv`4ff0%Gf2K&n-K&*MNH`TW)Pn8(F9$ct7!ch1Ch@=IFuC}SG();e~;MkzBQ4I-ns%2HwRkIzd! zNm?j=<-s0Ug$=1}@yf3Z@kyMzEw(?{W;7LZU6e7aQj7bZfeNqYrg{rJX;Ss$eRA&A zKh{%2=0DsrGp@K#2ds;xeEMWS^K+daw}+}aObCh>ximZt7x_y#y_C)Y*%n7R^K zy%=2)uUQcvmeMUt+qik8SHE5j-oO9_C(u7Hsj;9Po?@2OF{R|w`?)dUMh$G5ydUgs zB(3|i&k)#AlKHc1zu{XT3EDT*B+86HY#e{k$lj!%c@&0r~#!^ zxh8&dmAEVxGp$d0Vlm_DLy)OMd@^`qFyq`YeL45C1lYPT+p*!%T~-0W?46uSTXqst zD&T3q47~efGHW&%^fWSo=IIyD{MeZA>obfw9uvjQcD+yqtTJQ!$wteBrriNzR^j)u zIcICNWFNcoG}Ub6#(8zww6nE!k|1~n+_Ne9^LJ)eah(ctPW4-y0OX=3#3uP8n2s*1 zc(SJ`a4o>3h?g;(j~sXV+I!8wa<;eI;i-b)q$<}*!$|3dSWV7uLnnv#3k!w;2_adFW)$n+2ArnF1? zEY$`-DSNoiarVro$=)%XfGDm~et)t(Ei{Z=^TRtrCVGhh63V9`lR`F~~gvxg7tM>w& zHJiGkfpdT-qigC;vjUcku@&*BH_IDqg3-}oQz$D* ze{-Fz&R)r@bWJwWe5%1ehNGlA^f$Zf6QYCy1tIUZPvLl9scjk6%rtNIq$ps{c7(Y$ADP;wPEm4l9r{UvwuPRwZR_m zmhqiR(-oZn;IzRmU;|mqXz9)9z+@l~sPDeU686|p`SnFm>a4Hjpz7G78Ew$~e45+3 zX?!>$>oX1VGKrZ0SYCXU)Xi$#jw{Zm6@L;QM^;uDbRAfoPExn;+A=g>&NVxxIKAZl zy=kz4b^6P38A1|Yy`pS9|0Fk{KmTqE^1Di|UZu}<*@meGb$=LK1>ouyHJ}X~C3iO6 zUHiS76V#xJ0OT(%iT?4<_LFxc%+j}bq62I=Ao7AtAp8SibE%%Mpl?ztNqfGur+$2w z8_phi&hMNR8_2D|W_MjeB3&yMB2Tb_?VT)flSqAgZ%rYC@{LUB>Gr0B#npe|6HJHZ z6UiJUbEXarF^!0OlWAJ^l9aTs`>6vB|*po(SmS!&zori!=Lw>y*2-#Pd8gFj3$a$?hKYgW^SIG z9HigV0A?@u7gh5B{d*JaXUCt}(XV;P0#7=P3=6l#(G;1XX$8-6r?Z;8HCbsBLD@tH zsy)?zaOtBM%w8f@+wJ!WfW|gql-u$rirB)+dEt$!Uvt^Pwuh8Y|DPrR<7UY>Fb-M+ zO!)KwZMO%qFu`mvcp&*p{~|i2{2}q9rb@z&49(Y>aK*?O;RI!y?cFnBNNmy#A_fMe~XwGktK`H|hm%sEM zE|>70#fHP@^LkfC$+vHYC=Ov}MJ4FFijs!W8KHzdQ5J;(O~ReB(Nlnp5Om{bxQ~N8 ziBdp%G?Op-Q(g&H@y+<&#ugml7Q9OE6g?O9oBCeYqwz#4R|>d2l?KLf(VQb0pK|{g zAMo4v+vYlU$S}#iYWOD*Pz_SGv}yRcLM{OSx_O@DO3hz|!N!d!E4q{hI9OiRCGEVk zjjYDdabdzQ4Xe*VS>2ihHlPx<;FDzI!p!l3eP4`3-Ws^htXXjZoR*U!2ECl{X4_ab zSlH{aSKMdro_Fu&Xv#nJ?su7JbFk=ET}uaeHJFcgFkLt-$PQ$}q>+s?UbZe100)^} zGTedDo^(BQjb8BY6qQa3NM8{I6dSq7gP$;w$;QT*rDwm+#sw_Ld3ATadH3NxjXujS zYwLsO2O_X;R>O-)U{);0dq3Ua4|1{glshLA+mA{y29iS};3OqvGV?*Un*l$Jdsvj& zC^qPHBG=_XT1@wT7dyZQe;&-}R$m0rM;c-ak)+JhJ=bB}0O3GBrs`p<-}x=zNg>VT z`#ZhsBhx1qJ?CoWJNPDrG`aGlP2~d|Q#6yoMnU+|Qy}xD%`ssN6mdcPauHS(&+42Q za2)kLfL4jC&h-oS{NC9j*R|~R@sD@-8ZbLpBP_sz@cf-l3WT9Y_#EGK5{B{p@w$2d z`*>GXhvsDZB6W!Cer|fQFkXVfgqw! zCOUEjKusw!+MYH=kw|@PmA)CSa^ZksQ@67DH-2!tr5I>y| zhs($KjuqS_<@&{~fZVXe<;&q?PlE*4g=|Iis8oxFifdN+gwl(m-RHML7b^jE7w(S< z?#@>Lo*>(dZvVz(uGCpEmYVIbT)KYdlw;AQo%L=OJLQO zfC<{dxV~kYh4aL5_b$~W>DPJOf+-xtQMltGRa2y!QUI7C#>GVS%%AD@nSayAn!t*f2_cpH2*0@# zJu-A*XD&{;`=BU-bIoRA-jMTnZ;{;dB5YIQ)ZnhE(cj{HcCh&7n9=HbmJ;S0mp>Md z`gcDM9d&k1CNt-GrIjRy*fd?GMeUsB8D~jmBD4t&M48<&+-(~V|MFf|YHQ}|#hObE z@I~hQq?3_01l9EBObk+)`Ju$Q4{#I3GkW9VU zsrO9urJTX^ATr!hwKAzuVh{k1RBrj<WVroMy6p=YLqaD zZsPr7J05SR<7yD_+hmy7 zIfgI&OZ|$YSIb@8K0{Zi-$VDRD=Q0)AgXeiHUG$HZ_zOvg#J6CsMWsZY@PWh7!+2h z&Q=ZA@}n4-51QvjnO?fv^SC2A2tdyM+nM34N=G;}|L~&|Spk0kBXAxvOrByYrpT!{ z73NI}t5i%VE_`6O|7RV+!_cc(fuT^p{#f_N)t;AU$ahI8u{R)=&PggcG(7?c+;L>T zICW=LT<0OGRVM2oYv0>Z9NYRaw^tYYGaD#j(sDPn zQc?4bj(?2mv{@1yk}>uhkva?QW{Bb{@9~jrsc?jp1v4_}SbNWbNe8-4&_`leE}omB zvT-y*Z5nS``k7v?n_<_7kP|2zl27}SG9d+)i*{ZUsJ>w%PixJ-zy$1VZ`Zb!B0}#bvSVaTS_XTGOht zYmgk+X+!<-oYOMBhU8C^b^J-cGRPN6iKcDkBES)^vtyk*qX~$Kf-k=UM}Z=IBZUrn z$cn&*rj?vJSWB2cIvL37h=N#*wRBr(CphvyXkVufDLhIdMsQC$%orPMGbN!hm_{Ou zNPDIorQ@r`>k4?`6Z=`OVTA+)2WA2sUCN3HDv<8(M?&zj@I@PeXBfMXggEwTIzH=; z>Ml%7uzJl;5^d`-YV>qmZz_Y#94DB7Q_zLRvEk>`#p7}_<0OVzO8XJ3OegY|G zw*u8i>9lsQO0Wkmih{gbvX?(EG&P=Bz%K4O%5S?%;(uz**b#)ph%;FTe4eJGM-!zl z>l5B*sveDh2`xh#*I&q1bf`612bynD&`-W=N5^ZAJ<(4aPio8{HSvutV6)LRkQC+^ z-qakSs7m}td!3h%GaU@JQy#&0e|?>A zBzRmRDtQZ2dPA1JlG#DmhQ>Z%C;zx7R+ej&kUPy?S>n%s(s65Sp>d2V*y89?+kT;a zT!`s6yVYCdH9os2Z{nNIeN%ifcSKVY$NPg;22grj4F4f`i1;5jhsD?@KLGxR9!W24 zR~H|xu8_Ws{mku`^MmsSl_lcZA2v%%nM$=3v6-y0wROsCdg>JCrvCIy*jvOwV=Rq7 zc>f4nern$FnPcLt+<=~zYC_UB?Q}V+Y^5;6mdz7KNgdD#Vs@|cPcl$_leeV6id9j^ zIiIE1$Tl{1xuMk^7z>p7c!ty>xFOR9jWvCHq4sHb=uFo9Qor#a>wTIW{bsg7JOOV? zMeQg~AI(;_q~fWx^p&cs{_#4iqgMg+0lk;~AA2ud_upfYM2K5iAitVIVpI(gzwLD6 z5VIR3r4N`a_`_&>pFb~Taf8GhmsDlS96)x>Y*H@)1VpU>5 z&AD}XEn)byTet^DfaK_j*BS5YoR@2qseuE9CsYikbl4aP{qs8I6_S!ZQ~=#kJCgRpwFkC?N*%ha4hrtwD#k-eNvfwXt=d zS|@*<(8KymR8-}UUW!}gGRd=#lSCJR_h8Lc?e(OQ;@A1dF@?Uk2!og4EzFKFhpbC; z#x2-`W2FaE>e78q;hxV*cOw_ckk zgF@_08|END=82g8?>GvNJNAFP+mLTp-bv;(eZ@Dn@M>HI8B@qgtnSx5%Qa*w{Qh%J za2f1EtQCWbAO>gIEQs^aBazp+O_3n|>?hVKKp5A+hh`l3D zh?*`tJ2*QUOZi{lsyH4x$3rfu{OxyNubBn(8sSWX?3wBm3XxQ;V#!^xlL`;qJR`}! z;T`hk(YyfVhaWi)b8=Lj`o_Cw9pZq}c=FUzga{$>t zI7AkqDap?NgS2S!1~#6}GiBMN7i)`m=4_7O^Quj3B<={ip0k46%k+BEtCDX!nCkM-iMvoK(THB{^P0V$F2_lP zve#Zf^v;vaJZTW?rq%cyugRp9KJ8W;3~6muT+dzi7||@^_uivDE4m!1^5F2Jf_O=+ z`L7R*J8disShk{>VK;fZt{H^rAnlWO7Jnni1FMz%DvOsei%@f!$J zPzRx&ixT(7+9;1s<&j_i2hQ`ohVRbAcw4Qb7X#_}2j_RIBpXQYV8!-ts9@RwDpl@9P5N3Y-h_3M|XuJ#V{#{`=8|3pX;}3UqWY*Xd zVn@_GD(8GKw{*+fqy$5z$6w|BW1@P7D#k;UsNli~BF`N*HYsq3Wh>mAWD1$A2nzJp zZCh8i!DLVBFti?@@krRBG6px+Z5nM2bb&~Z4JUABWcUh#B-RCS%+-E0hm znnLW=b8n29ca(2fh^c*%!RRu02$5uKWt7LTvK%t9c0yfrR}%7K+@ z{qJ$dxZKf`c<)5_#Mcj`J7nMA5@VBR2(lF5OI7c1x3z5A=FNA>dW8k#0wEE1NZ8VG zjuu+HVq;wggk-_dGfsR#utHoUFMyYKwjq1pP%Jt z5rLhm7of8aV=X)J(-0xi`loiaYneB|tJ>|43ESFy_6>{W1&K2Q3IMq1y|WVy0>HZG zqz1nO2zOcWwv}W)ym}UH%i@Mh;v)1DJV5|=vgg#l{_r4XsKKQOMech5IHtb2K-|KQ0xw#v33-Y(@wypOf+yxeZv!nq%5 z{5}4(nkOPS3arBI;C8dVNRZbt1#XIBU7n5HpJcgQEPdibwSsgnNJ3Kq26C8FqM{yX z_YXUTzs0J4+a>{Pl}<6f1dXrU`DA-%28ZsfpoTaQ*PfwvviO(Fdrsle zEC-F^$vZMoHr~B;LlH4)ZL{(%@jl-I)&?dw6u3_bn2AK&@t{C`JbfcX(Whe~?Sm%L zVq16PdGRvyT!3E`%=D#0_(mef1*iHF-6or$uuu4t^8_zACuXLh^84s^O-cQn75u)4 zzC206-O>9(fKU4lhe`!t7}NKm+rvbyZ?<-Hxm`Z-90Gb=OV*|M)wYJVv-iiObYL;K z^%)L)q*@Pqpv7UC^Y7!e?ublRg&)5yB=+UqN~&P483Z^5;4}s|o|~X>CE137VrcUa zo0W*fdZcJ}4>~ewo$kM8DM4Qy>?-zeEq~wA6$Y1ieTRSaND6o9g)`!52-QGBV z@$!;ueXrFTH5SiH$9jJM5Sy-Y)gvh#Y~><{lr;pVFB24jG3T8{`vE=mHlVVc8qD9n z9+#$Q1Db1B<-tJCFFqCBy!Gl)3%IK*ky|sozhoO8i0EElZecxhey{J%zNGtxrBl^K zGLdc1D^{CtYa|g!w^^L$l{bx-#uBZQKQdg+)YVdD9(;S(#Y4msWM(*JbMYW4w>B-4 z`vr;dN4soB?S8Lmnnz|y+Q}~#ZyV<)aYDcSBEptiqSVCl1-v})Z;xhxWBy52*X%{( zY261HHd((|YXIS6KfFo_8B!YLm2Vb$27u)O#$o8^aPa;FmL^QV&~>F6?uFJ#^juDt zr|PxP)NBCseDtNfK7i)})Br6H^{#}D3E3CnZ%&?2W^2ii?#&P29T#1fTMsRa8vr@v zH+3}rRrCB)2l&xM6Oy>0Y2fv$DgLHS#Vr09<;muGeOM5#=ttY&*CFi$Z1;Z%_Za&Q zXa1IUJiBzP#1}0;t#3dlR<20AkIg8}-f?!v|D0FYoh3vEYV0TI=H}PJoN_hwwVpFq zw7AZWLSuAyJ!O2UZ=oPZy7LOqEH60`CIqSjgZ75kJX8~Fd&Ux1?lBs| zfa(SO!PPN!CcYYpQY7K&@=T7*Nv^;Rt2yI^MHBYS=g-KQJ#azAsw){H+HZHCgCo74 z(@85RPJr0-oh)3 z8;;%(UhBjbj?kTJaj!eAe^h{__a>NxIJk!3dEem!veYQ!V&nelzskeoQENA}6otC+ z624a(0%d!Xp9fBE{2G1sX1N0H@s)=b-mJS+CIi2a)7Hi+At5L6UxorQHh*JsN}2cI z*-#Sf1W*wipMUUI;8Q5Vi_)oO`Gr3iCk~`f5E1&|-*um$4;!I-?cO}YP)OIo;h0gb zpsCwfvHTq^>U8<3)a7+gOB2&G0?hNo!Fk&h$|!LHJLhSJ!YYUDZ45+_)=x~o{t>#J z4#TzC1@IS*9EhP;CHoG+xw(U$Z7fM8A!Ky|NmMTo$86tLtJ z$*7vNW^@p%41chGViZynBmKs^i%;`d4kh4r&4THS2bTyeE?qx29JMWOjG zh?8?TCW4P8kpN;@@G?%FoqXnY#J^McP9T2KMRX{#K5|JyV!K0J}ED}KLr(IEJKQ17MQ!whC!SR>ku&R)VhuJCS}t}qhLee4_1p>7+L#}&lH4#)EH;jht9c?M@>STC#o z?wT0}p50tvm4N67$W>zEo9jw~ooep4V`dIOWom`1JgmEP3oF_cb*()rGyb3@>&I#G ze8J-d4-(uGlG%!OJpt!rl*pALk4iOlKtR0ao#`Lzc+Biz20JgCbh4GMHxXR(b&#T(%uH1#FS@H( zAGIjnk=1TjMJ=+$GIC1xhVeS};f<^#q9BS#kPbSKp-^e6sJPtLUNNSjPv8O1#nmKg z@fm$x-Li!Gkc{hCJXN47t7&J9u@BD&6?01U;`igiM>9dv;&cR;_A_#>)!>8ox0>q3 zPUi>ZW+Yh!S?nO!u{7Mk_wUJ%IBpnQbmQ0;7Yj@;S~a$ z;6G;Mw~eOB1ydYY-$C8vKj_`AT+_F`7Ib1>JPK^S&Y$y~$rtb}Sa5vvb(QsXZq==2 z6tfT}vF_Trf}C#&%{H$N)@ub}Ce&)UBeeIP6#(w_g3PxK~fq#bb?Gt2t0q3%ZsO)!;AHmcPACc0|W z%%XH_+IyTIGsO`&Z&!op_>v)NRI5R_hm>djIrvMl)HoE9W6=+2lRT=c$;WQ7U*R;= z@nS_?ISp|a_ReZBn)svFx3>s`Z@0Vm<0%rD5KFqOxC%=bY4xkGi4^2CYde~MU1HQ% zyr!jkD~F#>CJ&@Xj&OA6GpRr0o}vx5{$oi!L2*_3=za-Y`JuGvtzTkFXo`lArBBpP zU3e%k8j^mL;FLr0-ft5fJ7o;-Ux)uACe{UCX?8kR~o|^pi+4{* zWfu-drg+s#&c-LwAS^C+=ijMxu>Xa<;K!Pg`C?*hO~CX!-^Y{$T`GjlGF zVRtIT_Vx!~*M)g0S57UWkkelJH=ZRz-&`YBN6Me*g9c%Lq!_q~z%psO>YUw(HiEbW z+BX>}(SQ z3g_n0DTh|+IIt(Jsorb6WE~dL(25D6cigyqGE;c^6`!ra29YMp*!iVP;^PLNzzO(g7Wf;JZ zZujx9#11z{kVUd@vLo^WQNx-KdoWM%k~1m){ti!Ecb;_&!F z?Fp#P&AmD)1|E%HpN&`hmEw`sqU?IG5+}Xe+M(LAlm9(@;YSjJxF!Y3kgc_6p47%D}g+zTC!<9pmoI5C5h|6Leh%Y6!TGOkPH39kNw! z4D+Oeh}Vn5_E*njc#j`ZcL97_qKk5(H_f|mL2fJ0=qjQq3GS06VS;&m55ZGeuZamv zXTh3GJj8-+K{ZK)Kh#m|2Rs$z2>I`XKSH=P-Ir_=2hQP0K$Jl+u^rZ5_|SLlf7oTjkC3J zk5GSXJIcEU%sbasUpqyuJ#YS#GIev9%n+oOhX^Gs`5zC@_L2v)@tJ2fdP}()w`4Ty zox&V=`vL#Kbt!=GqHytwaq_RS%d|z+q3g-87;-tmBc}=}b3|nVx0HDUjH3AczEKf$ zDz7l3eTCalQPD;xo+_GdZ3>IM(Y&QgaP3i%DD@zgMg-F$@MS7tpXse9g=&)!lH+js z0{D$@6y%eWYT&$=Owd}{3|3##7<`Sz1?^fUJV5yhYpe(gDawu(?@=kOa%^_(_sDm$ z9-E92r!}8#=A{z5w*FlH^^=YXuk0<2&nLn_MZV`I7K|4@rQ~aiix)D|y%r8V+jWME zf>&~fJ3@A0d#0&;bRFj;s?fd`2iLa*lVYZ6Ky|IhW@0A17gj zPiZ}F&T=&$jIiI`aa1BVwwC*{uF1i=>yq!^Yl-wQpf}Bdb*QHV8i1wRfx;4#;7*#j~eH%4icu|a%?gxN}}3#6v)6cY0!L6drSiSqff^* zzhQZl!<=LtyLu*6?0AfMF)?Z9?W2RHD|+(n>q{1Oxb%5Gl9x$#Gtk|_)eRX;IS++t z7?SlFq?Kn|3>gP&`9>h%E;9trKdMl0v2IxbrLatP`_LeJ6x>vfLszVx)CQb3bc6!(@G$M>!)J zc1HB+@05zO7Z*D@6=FzLXl|O>UAlrz+vZP#SrNgLjXS4Q{TBz=kN+ZVuuN!9jgE_or(-(-kB-rO3 z^@@MR(OW9VYQJbWbn;?1f3orCBDR!fU)~n$Wmc&#kHlRGXv;M= zf3b}{9Vyd)rSbbrZJ!n_$$$a}g48NzGN2%D`|SSk-P3a3*ymU!`MLl<5sr=+^-e(Q^3rS=a^i)k=@gbJ&WWD( zZ692jM3LOfuAL)gU9-$7K{7J^13Ul)v)jV>xT*I=tcVvj1n5P%X*AngidU6j)CEJv zUWK~O`N#yg`x7y$zzP9EE_331A%}j9k5lQa=}Li97>K+%Uj>@M3Ml{g)1)DimHSU^ ztZA3&@FDoL_Z3fS3))Rr5`pZ(Oomha^|gNu%eHtK>jkz9_O-J;eh`ar*O>*QY!_Fh zScp+M7Z39CGg@4#H^2IAd&z)N58XK{S52JaaVv<{zj`K1XYV>qXUk=u>Nos~YNE;W zbhoa|+K`+KTi^i}VTis(Ru!xOOtu;#m zju5C8R(D;^DdiTtE*y=m7bMT)UwV4@{ArztjwxuclU4>i{?&auik$TX#H?I~`CSr| z`UWTP+<>RS2Qr>VpS*2i?(_w*kmoB;Eh@DX&T^w0CG6uRZ0`ggpNC$%U0$JG zO^fREuBa#Yb|Leuq@q{}_Yqtr=dG&dqS&H#u0?D&w46ie zVjvaYM@8f9imzc@p8CtV6GA$bM0n+EL^$*uVHUe5^aBE89CeeCDKFhdc|lVEoGyB? zIKuLNGkZvC;x%Oz)AruP_l~+<^iYlQku5TehXH0qw&XjJi))0waEJS^L91MjE~-C1 zv+rWM3ZLfJf&8v-h#e~_?O{?iiq>(8NB%%^9e9Gv{2`}X_2P}6OqV89b0IFtU3DJi z?CGoOmoNeX2;rh-`tI3U)iTB3qxDK{YFPjK>K92Plu8Q=m(HZX#`HT`4X#pK^)Bbm zc{V9s;yPP#>${Cw~C@aFju>NT9ZKnI@a1pKwWFrIT2wu z%nNE5l6Gp$`*S10QuL9-d%NEJ-)iS~Ku*8lyRz;Y;?)|Qq6A8yF(7&<#-=dRwchf8}Yo87lYee*!k3Sv8iso=YvY+n(Hn@`*VmIwT2A6JutHD zM;5b!-<5=WL&5aFd@N3M=j;-aVW%%wIbl2-xR}wIz1ucY6UWwSYGNhn5|Hqs<5>Rb zU!8Uu66U(ox5EDPUHJVeyjWnVP{N{FnsiMnds)5kH)~6FfB*G_iUaMk{GysXBqda} z8u-FAH!i}d7|O<#DdG_Ybo61d(*04N`;%?$$18SR9_|Vx%)b3JEjhy>=11xt+aPr7 z=7>zuD<1Fsz?@rqilV){vo|Z%+|;)hR%8R~JdFA4(!~eUVU_h9LQU9dHOpXd;D|YJ3aPY3H!@;MTK~VM)L|&j<$USjbh1<1DQ>s z(g6p}Vmcq~RB0OoNCf`Wwb#?pgS;dFGphtIPgH(jFg-k+M*dmU_MrLaxX*m~_t?9G z9OlXOZ~qEu`RqkktYZa7YTZp^9@H+Ok{4cjh0=DPP)6SYujYJ@jIVxCcN$ z4)q_OA<(4&8do!cd$E@OhTCZh1rUTmKyPSMyb84RS^I$y+WQVS4t6&b@XxW{qb=R4 zN2E1Bz_6ARdEp!nGXWoDCE@*Qs1`o>4SKPK@$9|hYDI2}DeX~E1TpySe*4fkjQn}n z;rG;D2#-?NPcD}BPdd+}5__>H?P}}F(@#!WH+?y91p34`zeW+Fg1S4<`{l`G82Abh zS?qa6yqd&>LHk{c=mmP4kYfWS0TA}xZv7++K;Es5$tzKj6`$Cc-9x+^Gi*v@oZ#Wf zRk@zTHB~&^a&H#8*x72f{~A4Xc!%8XH{$ z4%Qhbj~^eRZ&-%pvV(b4N)aEF@Jm8kZX!N~Ui$%$H5>uATalBCl;aejox21t{mEuECT`fG*E1yudWHks>d4MBn^ zU?Zrzy}hXTsZWaH<_}^GK?h6J^FEvfNiYnUoXm?Rwm3O#Fdpl_^O!2t2hCGrSfhkQ zifI>H_p=xl%d1q|gI?;eDnmE$2ZNM}5XJI$Dt~?*0b=h@ z)4F^l{6c-n%4s9{82~HL6vhKUor1X-?O}YX+RW}>+dqiZ@b-@>BVaa0 zerb&cp^C9fNv4=N>G8n50uIiNR{G^7+{A+YOPk$+M_Rw+Km?{49n{J7y)=L4A)4s@ z#83aiL9i{uPsV#MqBrZF@u2jqaqpoqDBGj-c!6Jg^XcS0U=jpU%hQCo*P|1?1uhzr zUU3FM%LfsA#1;pz=uRb5t_HEfxzUC6HjaQx-%jz(au5!f`k@uYyg$w^o|w_xIiAs* zhys4XOpP_yger*h3yfa|Q5 zQ?y37X2{M~u^|p@&la36);FN0lZDj%!7mQ62Y5@S&*o?G-A#TVX{kVQpACzfbT{<2 z<%2`N&C3-*BAx*QgD*kjge0XrUxuM2C19h}@3UFK`tR&<;1Gx39RYIY8p%SOqz4cf ztB8GK*mHVq12t8WP!j!*c0}W%2Jyw@_a%95b4y9`pY7Q1SO6tr4b`-DG6XygKvCt! z^?Q~`z+lj!;45xtF`TOx%eI8*64ZN$wdom82lFup?fK&#WL=kx@+FZU-p0RxRX?d z8Xy`wUVjwc?0NYB7|2J~EJ4Yd9}2&@iKa{=Fc%hj@I@nxenUa1mk%Tui!5Pp*7p>j z<`^MNfvz|#Y$rx>`_@4#8k~V}oupLS)DCpX zP0#Jka4rw{`MOW<09PWgPm3}5{4u&>CF{4bfIR>XP6pFb6^D_}<$U_*<<(ORg|v=J z`^MJ#>X3w(d2N7|M|Wlz7+7G)ku%UVTPFg7+GR`-WEB`Wc{U%BO?|-ta?X z?YX2;WW5?!LCC#v>(V)gTdo6MV^UzMIn66pngo5e1A?dE2n(9vf};ql27K6Kt!Jux zcYu9&jg4|Bp?9$baUC=J2_#iPdeZ6_Ghf{BP)(W}`0|pUdF`cvvR7X*;4x5JIJ37y z4ZLzWs%}L|pmD9Wup&v{Di@~1U?=LzB0bCyL1&F~Oij`YcKDM;xdZh!eGobowZvq2 zS*yn#7Pw7M!+pR21VOYqxz6KAy#rFRVLnT7CmoYKXGj5EWiBe$2(x_NdaPqZdZQ2! z?A6pEZ%lzhK)8-Xr4)pB%^<3F!%+=!yih*w4xWDlYgPcbQb2bhDY9a8g_{|;Q()`* zD`O}7Xvb`u2Q2G@Dr1mh9So)FHsOtdorNc#g}*4Pb%A8BVR`nL_n7}cMG#Wvy( zpZ@r4dt+$106cJDeC+rn{u`-n^TYx}l4~64j!D;@*FLo?+sc&e!+Tu}t_FlhKprGq4{l|38@;>?Ty+cp4&LQX? z=Dbngv{N6m$TJPQTZ0|VFW%0JzQaj#-{)C4PCGwX2dHOrRf^d&nl^3U3F*3iwmRV{ zzuSNtEpT3Wwqz@P2Vh&a3PM(#6CV3a;H44sE)F*&V2(8IXuyvwsKeuqEbCJ3nJ%~N zn5hYvsa1b3LL1OZ!CFS2R`Az}6rtPmowTE{9^rj~-T;2#W$!Ia_*t z*6y3_R^ZWo48qtwT;afIpc1?-Tk`fJ_*wvTHn&+&S&b32YIR13xbIrzQ;m;7^Z~mC z=pi&|$%mB}B?26uQ~-|^*Jb5v2|H$YzqQr|#lOuj9y^zFB@8Y?nufI*nMxHCtP?FP z&!q?-JF|f*wLwn388YUGIdLtW!jhUS^I-zkw`Qu-ufdC#7*DspR0pW~>bepj5L>iwjeexrga3j8|?I&@W}O6wI`)$c-bC6x3Gs3N&;Zcn_!4Yk6E{H8IrgSOFQTRmQ;0&o7s;0t zS~99aMPS}R1x}anwMBpCQkrlDnF|R9V0^)0ZI#r1fevcRBo+R;k$!u+(&GYd6XCkX zzW%S2+KBp{o)5&l;KmRnbLZAxPKiLe^}t;&ua1dc7dDw2Tv!%83e_h)-$R&VUh*-K zl-Gpl&-CZn_F3!)+9?85U-EdXUax_=GtqRUnC$!9}Xa|r6ebOB-37veF*&&Nv<;ObZ4KuCXsnYM%1_s~y zE8iRT?;n=wBmqJ1r5ey2720G~sSv-_O>5U|GS5hK>=!*-(`xjtdL}&8nHi(4cx#La zccEL^UqpO0|{Cxb&YlK1A{h)Jly^t_(l}&{RUUZTl4Ouq6H^(8GYj3>)h% z$?*-=-*vh7qgTqHw}=T|DR`Y3d&eo}i&|SV3tspM{=NsQzsqsBDYCM5X?y+PqWOuy zgXZhSe_q=Et|pZVRbCMjFUwfF;aPiM&mz}PXYMyANn*ze`6|h{dWF4=d+9fBFM$8h zDeZxW+XK+;=(PLD?S;(d^BbpymzDp9{ln#s>G|j$@_&V4zyD!e6>(v{rmWZM#sB^O z|0}AqA#G3Tco7D!+~@v*@l+&nu@b$;0*a$dR6LeCCLuiOi1U$ z+I~F|kLQX#|NX_;{Way@nIURSwCp3F$%A^G>GR*k*Rj!M02Lz|L@{)*<)v)>b0>FZ zpkyUp+x*+M3kVaBIQ!(S^?gN{d&O@crJ_;-dE@wSThb-vrz5%7G1$-7D|^Jfx8xzD0) zQ8tC4U3S3XND7ZrMO*z;kY}B``UZiKtiS#4IBvJETX?EY7aVliJp$*&s!CICpKj^a zOJmON>tKpf7}p)ek_n5nS#*CdRQ2LFn8aI}VkUg#>n6{W$oxXaRdzqzlN7VwJ9As^ zYrm&gp%c>fASAU^Oro^Bt@xYSEo`Io+Y2YbX~gAkM5pK%6FHByNfeN|IeHW3wmW~> z(^!14mLP{2L4jCJ@Vq8qJ1;s3vC5GDF6VU=9lnTY@=KK{sk^7oFbBi_A*zaBo#9qw z9ggmPm#w;kzT=K`@uxUc>gi7XNv8LnyHk2uXsuF~l6+nMgeZ4hw(oRj+FDqwH5$Nx zMS~paF5fGauH;o<+$5zR{>JaZ+pb=ri3TXJWK(HX2i70!YoAtGerd*G2@ajU$BQ&w zd!R|k3*6=@(s=;=O0Lhq3Y_f+;tbSTVmxskszHtnwt>S3ElEaUY%>{Cw&Cq#mcZhg zvNYtcxC)UB*}9MjZwICb$M?K#pKM}&l9`(0IsRy_V93?SwxM*A3<8$?o=-N)6083) z-#{dpLbbvGx0J4q!Zg1a3DBU{&oLIg1$5f0qHsI`l z%hpnQkw}en>bjF(1#M5&ifnzYt1ioLso#B@EgCn|Y7%g}L23UeffffeTM+%krsXSI zS!$zfS%L0GF9j}@qp0;GO>u+Z$TwVNw>3-7@I}lo^ z<^0k1OYK$RprG{JWQT!)`cnL=>hiNLTtL-yySb(GM$`n`7Rh@#`<(4n zsbi1R%z*6c7{#e8{nC}5z3)Q&nxoH^1*^O8j1$5IKUGriBK7$upS}J7d~qa>ExeH) z2^1ifN`l9^43u`_y05aFqa;6=kmlJuuW>W)9sB}N3?Ot&Cy#%7a?H*AM& zJt?jq4}mk5jj=1NI$7*^%z=PhL5~!qat%(tn=hU=H=!R*j?31Zyab~sFvhCLCQW-d zw#JIlWU-w*4n$|?emrvtr;`E0ASeT1@c0hO$+D}9Mfm1gk|a{{b$P1WONZV@HIZH2 zP=wd!n?def1{qWNSkan%DIbYGg0Vvc>0PmMtZ=@gy1Ycp%zbPEWLAHqSU#1hWb{h+ zxBEObyn>`O5ar4D%cwIU87%5jM_NmUQ5?jg;JvEuBGP8=Ov*?prf-~JyMzGaE(q{G z$?U>cWx?}KNNi8+Tq5IJbGq3+dmeRgZb#{)t{~PO)UK9`hpo_&NT|19Rd;hM{oV!N z!m}O#{XXPu{UHREL?B_Ib-4|k6X4doexl*n8cbvhn(CzMLxX_bVaZ0CpBgaY0H~WJ zoIm@-oc9j>Tb5bVk-1M2!A^)VThKQU%~Jk>JhNOp>!1Gb{640U$|7h(e5`cj!;k?!mH|iHL%vYFqO98ZzkOJ;xSpj z>!aQ*SKu^kAe%yvIAp90r^sQko2k<2dc5xSa?cIrKYOj~iS3B$lS>r(R2irHvX61QwL5&XbdYb4-a&bQ&v`T4b6|l85nJv0fSRaPOvo7RLI?GWOLe57vIp>CCgR?37K=R<`iV)B|B$rN4ms!m_3_)0SZ+UVQ ztV3xN>1f|K82t3FLT*4)@uES=v4s)=Zr~;KN^i*fAp-V&C9D1jd8D zfai{+%vJ*ZEt?f~JG6>+z}wwBJ4jy&${UxH;JoipC#zt8j;iWpG#9;mzSSXRT**1^ zcN8R(Rf8Go>fT@&E*#-aeroIb0?4vyd|Nw`Z)d@ey`GT<1)v|EcU!_6BkScL{z-R( zJJ&l0#)a%TI0DlTL`K2UHe)8xncp#TZzNZdLWJ-!_{3b3^|9s7+GK;C*`oWDZLZFG zEb(VBbO1^f7~ntqJ7yfWuE)PmK+DNpxZPz0JCYpvMgYjN;P-=J*XbGFdlHCw!Dqhx zQ})~-pG68@(Onp-?sD6@uGHQjaUY!ZQ8tZ!y@e@>)SmJfd1(%;v_PCRpJjf3%Zt3E zq{zYWABw;_RHtW*q_ehzM53VjVkXN)7G@9ouM=H67=j9d%qV?S-{WMt@JUrd|D%vUiQmub#YPZ?1eAuKkX^EsBd-u(i8{f z(OY8oHWK<5l=ZZvQdbOf{!&90b}#tH>@Ul~ToOZK&*urM>Or4c4DSTnDx7w$g$@Lm zyP>T6wI0W`N8>S3`e4-%U6`#ZkG=`&yILnkV+u1ziZAC#pT?3v@c|Ic7u*L*rD+vA zFs5*V$@#p@%=Qw9xhumrJ(^7sNMrK-NCk2WN826R*0h8q{ipT-PClpny=Jmh1v8{a zQy{)xBsXPwq{=>Rbcm<=(iM!tIk4n42&WWcPBFL_6QmK$&%0CWe}g~(uov5KiS?e8>b1a!);8>MQoG?wKzOKopg?N=YwM^n&x|a)rSiA&%70iDxb3koyQjQP z*u`X38%kJ}wrug&x#9oAyeDaugje~@e})IiV7&ZKQ3xa2vB%@7-$%SmncgS4K9x~T zZ5KKoXUIPys2j@Xjfnb00a;L%1s&(fIga2F6g|2^1blu9$M_itOMad)Fz{%DH~%R2 z$U&&&i8}a82oX{U-T-NfBE^89Uyrek!s%$fqWZ!i3UboA*fUSZ8_MtsFj9p%>-xxdETyWkIGAU9#1Cjg%S+A+*UO+4B8LoKj3z9@JY$DqT)9 z?#}!(J<}CV~*}rRl(xPLAT}zVukGyTWlmjdo^1%eJ&omvF-74 zXq+DV;ZdxGNc2deKC2UwBtv;a5^&;}%d|@Ui$c8thLM-L%-;3(bC%NU^6Nk|hWBG# z(AJ5_olwe{Zy26bDh@45jWzS2SBIWZkned|%OAjf$p}pQq;;NgS59U5 zX#4Pdbc0+}l6d*&X<1wa4g2FqS>O$AEwUXqq^3F~VN$IN-6A#RD~=)-u+IB_`F;l= zJg&?sQfy|8G6%%iJOtH2U2HJIR(K zVXgB&lCC-q@}xKii9w_Mvv}} z5gYIvf6rgO)WPn~y}S2(-uc~s*2-*BpHtbhVU2`z?t$!0q#yHb!_tgY39!p2ZL5B* ztOuqBAP7!2+Zpk7#p4A(&M@(o?RY?q|85i9Y85ml^fbXs12t*aC)Mg#Nl3XD)-l&z zZ=c2L+lh*tUHgo~N!|n%0{5Dk2zsEL=D!|?A%B*o!&v`dCb*ml+eBH>1Vjq3P#|u( z%l{k8Q{X&}VeO@(BTk!kFH9U&%w2i;GIJ8UQa{bTw!yNkYC3Z0C}pBZEC>a)7_uEw zqb^=)@HYu7Hv;&fX&P9ymu62yzF~`q}iH#zAId8XB)>a7B7 z;C-^qgDQu~P@v|PE+lWNDU}#KdYl>gnNJGZ4_h`8p)OH#MUis8lh@QsUWeVpn+3<7 zy)2JWO&`1=m5&(rHt{&R<3!V%Du+MIDt00f3U&gu5foOBfIB0(hC3Ph7a36 zA@5O;R9QAD5oyn#)KwNWca%Zh6VJvCL6CKqp}LjTD@G;P+gTjPwILDd`}GHf#godR zvM@w1gb-f$r7EOgb(QL_#%5b zhKb;RJnF>OSN1ZA`*Obr7XJ)O%_uaKY=<(oIo_Zl+MaSQlCMjw{8y9yYM;U!Dw8Y` zq;tS+7X3;n(l^koGdOmuO1Lua6U7G|;e=22A`quHm~r;(Gze_L~t;>E%E?$x3A zCAVpa@}m)9ZR$^$-~2q?9=MSePO&;t|u_GuIb&C*vTw zz&Ma5Jd8)8eg5tI`xJ$gA~Z&!d$Ns*9r=M57FBlQlnn);l3=ZZ7kbTnNkYvOr4^CI zZ=xO?j|sGSJdWmm+P|2ChN>gr}l81NuS%==2ZOU&_p7l>pSr|Q3)s6aUO zpt}1owe|wQ9dDm5vGIodTKG7@aG6B7OPo5v=9?*BpOSS*Z@^CVuO(+|e>+jYr)mm? zzAyZ?Z~(noBL^Yh{0+f^hd%cnxB_dzJ=S6O@#^4olvm%k}g=aKlM*Yg(@TcAdL>Y9sGO zNayC^ja!cAo6$7oyKf0@&G}I_2Q?!~Rrg+l@ZS1S#g(9|zwJz-61B{mHVrzyfj=5s zoUM(WQM(Xgr_F=#JTnn7%-Xu~PI>d4)y%vyTEkDG3Cb z4oiCDJPF5R;tu@d_48dO+gS4@mj-P|7p=+34g;jF_UhJ^4+UJjXwzni%w6RLHQYZI zC-(Ew(mn$)jA$BLTTS&EnU_gqCLb0esUtPYwT+y4*~q&eaMr~&WZRXD>dZSKnWN!A7rxE&IO$$O8?2h4z}QwyKf+ zD6_OH(qdZOLXry2{v5q=Cp@lJY3+cVcyzJ7fwx}0qm4~%SORSb1uszCkK)+RvT}gIS zPbT^fqq@Iw^~X4$I{G`0AY6TBU33R+);FVi{5Bp~GF`*JL9rL%=i~DTeC)?XI>`rLgJh4q%-#>%9HDK%t8eOr92v|o{iIJVZsdc= z9&B``FwbuMtKp<3$x?dTPMnJ?O8FBXp}|1!Eys&1zrl|QpEf9^FG`OWWO3VqZ;jil zK|qLCSw_Cee!H*a6}dDRfNn_y?PUMGNc~=}e&0qCdB>$NhKixAP)a)|QKLQQy?J={ ze6o<2|0^*{%Acix)6AX+AFX$bJ<>om#q4pdW{6f5H!qb%d@uIh=$_g#cM07I$JuA; zld?Z@eWxRwbx92fmZuEgm{*?pX4G9jX_*l2TEP+4H8;aSg?M`u2T2=O&VFxns620k z_k5R>(j%83MgBsWAkC*SZ+eSlLbUs?t+{S?6dsIdu?s*9bmd-7u~P&*dlHT6NlBK5 zh6f(=ylxUr7fwOFY*~6dR^8<3&gUji3wJcr@-;YzkBrJU&CFK9!Ac!ojcKs>f4YC z&qRSgupj|z$cN%5okxdW7)WtC4jsjD5TvNBq(+h@Hfp-Zbj9!j20QGB&$pZnfiQ;G zMBi0`(kXV{X#Z2UyG7?L)nWcwDbJNnLIrmIU#CuL_&e%bj50)x8)Yadd?K3$EP z!H}lQpJvQ)QH#>A^!7t!<@R-S?;A{i(Zpujm8|bHEmmq>VsVt8$Z<|x<+_DryoCsm zY7SH_c)YiN59FDlNB4`PFO)2$r3Q*>)KVaqdMEN#24>^uzA|;anY0KR^lPy^naFGU z#bgjuRPOwiv;T1tI}kYR*)DjijjmF%SNv$rhdjVYDVfx~?&N(uS!JqK%3B2;K6iHX zQO(xB%yO;Pvqgsikayjz=7; zx7viojViJlQ7Z$l59v1-D(e5dYt{yRXTI(!CruO{Q)Qc$st-%EHovm#Y1h0@wo@EZ z!_8BnMLiILf&T0&?>hs2A@r4aE2}MkT4?3PvnyFpu-tf1F?@(wqcP_}rjPHT!_D3+ zH2wz3wY4vEBT3sLOMqMGS2M=poW#mG(WcOBbb-N+F|86uEd50i_2J5sz?!^{6fs~ zy9XUNeB&nzb{8gpyQW3te#4_eKnh`A#cyQKzz6hyF@}-nAhhJw=*k>+_$@5T*<#-*iUwg_q-pf49QYi@srGoIR$NNW<44+0&h%EgQ09fVgxbN9fxpi|EE0~D&2=+4$6Sz{ z!Gss4;uYZ@3}(s=t-IAK)`X<^ooAD^!Fwl-cZwM4^EM$?9|OYu9hY zm^KCY&pv5jyB$Na`Ht;*4JsnCpQ%Hr+F@1@Z2aF9kc@~I4^9*-Itl<}!=1;q`BBu% zy@fFOyN_?5g-api@3QKr4prkH&%K?$aeINXE1ve?5x@|H7#Q5Zu4^-#Y2H{R{DD{o zKu!#fXz2C$*Se%ou%&6=OQf8JpVEKpRF7gUm?mbM4d*_) z-o8b&YO+*o=CSy&fz7N-${l|T$bAO4T-5%WC`Erhf)o!g-`UPVV+&M#O-#)E{Q~B7 zN(j7Ay)$~MWr6-n5>#87!HFZGx99T3NIvu&%3FHP9*9BB5}aFQJ= z{>I=vZku)_h7?Jev;l7U6i@q~bjKZH@Z_}gc*VE^@FX>=`(tZ=bsmBb@_uDNzJ$CD_tjzT|BmNS(V3neSa;$IEh9Ve0=k02RqCHm(9i>fP{rNA0oFZ&+t&zF0i2_%e=} zc<$lHy7PfWJqG0Y2EVXlcqGl{L%f<^|8>d2?*ZN;Vt0Xpss8$P{l5)+P!gZ-BlI+O ziuXz%C{w3;=af6#=JokRe(XkxdlgF?K|04WAA;cw>5a@3fAUG^U~b?6B+(yA2I3W@ zPhJm|eCPbe(nyntEkh)hmVx_>II%yo0Q5HYd5 z<=Q^Dwtsw2C*~>43IzERusB7Q(%wDJ)9OVgx&+oR!8~SSNj)`~ zBLcrmLlH>64f)M@SjSr#C?n{aPB~1k`$y_X>#KJZ__oFDc|4H_AP;E%aUf$;38Kl0 zdpG{d>GUKQ9FRO}=+4n5&_)Z6>{z)tP$mSA>N<4pgMaPKd4uX9D zm4Q&$*+5XD*`uhLU*uQW3JWuJTsp1+Xfyio=&_mC->>8%Eu=R*z+C>YHX77MS&;qb z-2&9%Eb8yqbjH5UW3Jx_`)-!-i8ByNp$SGC@tW7OwSBPBYhSzv&H_yIh zMAxZ{lme5A8w}gU_$kF&muUXZfWv=9{6?u$`^WUCNkTC=aL(no?M#{gD|>Qp2240? znW^+0V*u80d}hj7`RR6H;`N*6vUH@7(OIGwDMyY(?5 z;phW#F9RFV@cB5cJ4}%;65OIV@>>HwG07AC{s=jWx&c;woOUL6YFZ2;XT*HuY7(I< zjqLzh0Z>X1Tz1&r=j15YI)QXQTq#_8bTlzM)-1_huqVOh~x zWRDzpQrRPLz<9F;yLEpdr#<;E(~x9MoH`lUW-!G~2OCYR_vG()`Y>Bhnvg!sehvNt z=Y&tX)l86xjzI1|oD*svuZDYb@b3MRg>F?y#=dfw-LXgo<8^P5Z1|9qp#SXD#Lz#T z)W%2E(fID^<;0ApD?qR-d~ZfoOFISv@@OP$a514!^?|LO%&a#YZ!7YrIt}Is6GLOy z1ADW)oVFx!uRCJT-sV)+#@4ki9j&}$6s$!y{~9O`{+q;|?j0&UzL5;|X)i-ui5uygr| z&DqnM^^9XR=@=lCK2WWCIwWb?#P;1l51zU<#mGKdb$Ihz)is_wPG}{{q!+->W;hhm)9SuvvGJ^NBaU44PrgJPQ zX7Jkyk85v<%$%BzWIV~X|lz0OXlBpZFTCr9kxs*=kQb$W?y^I=gX&pz__ zB!IwZA>@jUwYCxon5i@$5`*Ocg&FTe4iHO1BW_fo!eB|X=co+~;9q|C^Jk};0ByFI z+*182%3dJVP_e-4Po`Wn(x*_>1Mx-nu;` z;7skF{GyNVl9sD^SexvPsB4J}&vX_`n-$h`4-PdI#YW_+DTEVl(%zn-yw6HzWhuGD{v9;mIvF|Z4xoZKrun-^^GKCrB- zymm38JE}bJBmxQ0yb*`6^Xm;W zV8e=u`v1qC+rv@1$)M7zx8MvNp4mTFu}s(b4PZY5(JfELkVjg&=5>{Csg<_FfP0^d zuR7$tBMu1Sd3%RNZCpEU3aYMV6#xx`Q^<$(CmY|gNm5+dU+YDx-rh8OIWC19`lLWD z1(3w-`NF}H?0JUq^?K(|KS#>I8GYZ-4b0o)HcEBneX51Ogki zvvulwFRjyRas8g}c{vQI;4{C%!Uof&?b{^J>!b25xt!a(Fy)2FxEOPg!n3i8Y;wqM z9M0hxws|oYof`i7Ltg^miOS-mFd{*Wj&Kb|?4({GiZK zBibZI7VwjFaVWQW-D@t+(Mg$j@F;IRQG){1rgrY4d3W3V7+j?}Q}>ZIFySI{y#lT`K6ZTs)NVpT-7B3yd6((;PM zD-_*rZYPyk&=PIinY#Iol7GnOVu$)anqK6IV1rs)9eMuL6R8pI;fq_2RlFvWUZJ69 zWns4=g1L8XFjf>9N}_aiMV>HiM2hbau2JzkO_YWb-$+pU);4b^Y~em1^xiyH<+Y61 z)#ueVW_g}0put?v$fh0J>uWBsYRSE!1Z0Qfq8l|axC+C$g_ZrpBrJ3p)%eDi-@SAP{^h18&wmE!BQ($@BCgT{zk24@`-I`JQyBTQkz0;o%d9l2)$!iz3H)O+;5n>id6ko!AsLzQ=B%LTi`^ zy8MN*J>KTo%`UzRKlfEG9E302o3Q|YqFtJ=3~GB}{pDiz6A6^Ke8kPX{C3DALqqW4 z_f|Xj_uQDhi?{GQaCDj|+{nw4bmlk-0TCE3=Xc^XobG)^5Vf4Vc1G4+9iiBKgYU=f z$a}oR&2|YLa)(cw?P!&+Y5WVFqMfT&ESA$>9%1&r3$GT8jJ^^6ak4C@$DB@KIzYbG zK5C;6=|%WVzx0Uexq9Fy3im^0B_f{;Kq=c(hW218vp~V5#C9!GvS zbaM2lXKB6}6j$MqTWSzRsE0zKHVQOcg{UfQRGW?;mjOP)cKxUa@=m>R{BF_lo))uj zu^036dqS*$Zk|AR+BaK(E!SRaA|y&a4OX13KH2v+t^{LLYKJV?JqZ>&Q+q~s@2EA_ z?bQTOd{US*+Ls+Th#ZQcjE;UIX|8~UICAcVF!dfnywbgH$rX_Qe(wMp6-6?-Rkr%5z;;w7G1u%XUWtomFnG0mp)qx5sS!?IJO2qZ|_&A>Em{4hhn;DB6+&^ z1-lX=PJp@WUYt9gRxG2~VGHo_4s}M;y8mzZa`c$|;Ot^|4ezP?i^y%YAojmzA#fTE zhYR)eeX4NQ%1ZZU988l=@{d4YRa{BLcM9z@a}$a}=2%x7fgj^I(bv2+S&IE%zwaKo z7G^R!-%x}LJnz$Hn(p><==csWld2wu1@y$ir}hkx(KhCM-`53OmZg}%-}LFeedBIE znZs^?`T-{5u%@F0cVSL(><(hlVg-jXy@=`Qr!Z@@QG0z?>&BV_S5JFcp3~9CKR^lR6_IY?(8y$m+{_Ri|DyU&apAEzIzQX>#;~ z9)lD!y^?Vl^KaQROui##&D-$eU)7X-WU(eMnHOtdI0Wzc6UJlb&A^`QKhC7{#Q|x$=rAgpPe0L{&ba@1>8(SF_sy?l+Q>Ra?k>reGY~OzKy!Gon ztO#^>1fO4$t=`czePot>B$OZ|fDf-Y5egRy2&_p1mRnAgPcoVBdc(=D+~!d1#q7q_ zlP$95=2ORg#+{E%5dy7xOA=xo?6a>awy@PD4*#(EkJU{yKxMwysz~=@?ZPe=<9p&o z(8crB-c)(SWXdZzfCKr)MZ@TEeMDxe#OL30VtYG1=8vK>JBJv;7^|>!RWUwC!F?j= zpzz1i0SyvS5=*Obubu!|v&_I}dvE@v658QEq&L3M7KHwA=e`bTNWgW^@I`l)T<+dl zyLI^RPr709sy9d`YutGEB87$u`6>)!W!8*k?CzxsnQ;9D_8T8Ivgo~eC$++ zFqbrC3{(GpI1Z}Z|Frv62EoZV)tn1A=2Sz&wlGg=qjfRVBLzw_m%@!m zJ~z9z2})Wv;~W1NX^I$cF5*+--~CIR}Ds z5Y+|fQ(!s$$6zm8&9ktNBKjR($k(bGxbq-Cu%13qxR)!KL>Yj?^HGrAQXukb*}PM* zZY2m#0b~<`X6>@z)sM^V!1e(sCmY%k74cER>0ZU_Uv*9DB*4n;dg>!dj^aVI7DHaj9nO zfM!YLzmc!QlaN)9*aOr*o7iDOx{ zlDNfVT{`$4XZ#!4shovzJvCN<+^Dru+A15D*TMZ4ftEsnGB@UFJ*SX1Tydme_Gajx zy&;C3UphrF#&2n?i^Re-Q%jyQB%zrhLm+mg#m=_Grm1N&Uh>|I!Y@h-iQ0~!5~le# z!H}5=sz2$V5*rxhFYZEOEf^y>m@HUNiJ;Dq!jo8aKXEvr?s)b*#6xHzs?_x0h*yQ9 zp2>tYZ#f=-c_5_n+&@wb#pJjqPWAC2EG)A#xJ+!iW7Kw=bmvble$Nu!x>DXl){kot z(6r!%B`4bLwk+eVI5WUdR4(WK{+&W7Amka;k|$brik3i9JJ4vjW1>4;>mzb1|7j{b z=d<=@+nWr*Gb)}(Wxt^Y7HcP}1@GO2)V_^hX2ZZEqjYDDeN8o?_NW}41MsOk0e3GF zb)ym)c~mWj^bPYH$h22XBaGjHVw@wQW@LfPelsG)4!LK})42J0Ww+{SMDRVb3Qj3R z>MDl}4ZA1}i>Ot^faYfkq0fTXeA?G&-;&Ir-rA}fl}hqo1vu>1;s3y6cjjt86_Aeh zpu&k@c0i?wKmMlm`r(Ae2S>4@=GrPFUH3-Bvr+@S*=K~(&-2fk4E&((BhCi}|0=K6 zJza-p?mz(nV5Vx!9D>G_E6Mnm>tglu}~H_xaWTDEaA4pQ=>(r#tgH>B!6v zz@W?CAtb8HqSN!;eUC>+84&w1yeszGqPpywhPfI2f3NE27TRdt@37eF{LqZlI=dV2 zP3w0QRa;^O5)q_0z*}mNsKeA_P*V7=!e%i)zi5rhcF7!&P)ddGy{ay5hZB2q{)YH- zhyY@?7=o;PJd!*y)86}D^N7tnC6yeHbsi}U&z2~@f^(YwR=%}`=gWSyt(=%fwk`TLg6V9PP1V`oa3$z8p zk8y0$Im%2C%o~V-)vFxxs7TAW%VPVML7IM)`*BkLJ;m}hy90q5R$`4%HAh(LY1YBN6v*v zKuQkN?W#-nG7$wWCj!H!Cu{a2E%*8O{|c{{u_aF(@cCM=l}v7%dq0+UQXnglIMLp1 zQ|!q*wJDR>;QpCfJS^Gn{4MBcuSB<)+06x^8XkZ67wn8rf_p3dFy1$I1}C8rp4cR( z=7?+SQ&AdgWvr0=h@kh{V#;okS2?#S#g0M#m2hxC3ZsEiC${HOw_}Ho_nQU6r9i#9 zk$l5IT^gChci{mW6-l4;4Lm3t(*XUl{4N<)``7CGPkRSy_T?O5KkWAmDCuNne%0(; zJXZ)4z#v0=CqVgovJ(L|d10M6Cd+a9Ym=v$24{=H*%Eqp2zRLkj27KWd>G+}3h-e9 zKZ8S`geHF+Ej|50%T0ZTJ$&;H{$#8}_6w$A&;7{pV%gF2@SRVvYL(tn2xsc788e>d z3idz-`{%ao?p4x-w9!QD)*5F>?q;WwY4bViip~<&#OhYF3bCW%tdngWFUfRVo%liW zy$$y*Mel2Vp2DwN?wUq^H!t2`72o!YJgILHI5+_9^yvl<)N{tllAk>pIe&Vblcr@l zo%i%5^y6)Rg9na=mliIP|AqTZ_qo{P4qCN^dtq9#9UrYYvqnS25!W2@Gaq&|wF(>b z8U0G*b8K9ic<Dn~=bH9rnF_XqYi zjSU$T8ofUgtvjT(7!Qx^q%4jbp8^u@I!Yfv%isH}orsw-*j^q?bNWTsZUAN3{+jJ1 zgS%M_(TR04NW8pv(5yhdR>_8Badl8gUH%fUVOrEJ*Q2-S_5r!WeO}K1Tn+Jde*+O6k@XT+~K5ROB^bHr$#v{)`V%sYGEf<%S2YuDE^(#BO z9JePAE2Y}Hmr`v%#Bnm7UyG+$d5nvlDmyE7Hrpp@9U4bK=mL~eQRa2<3p`mc%F>J?E#b%RZl=XIFz2MPnb^(LAieYyo z@uE%7$z5Ra2RJS2d&d}} zHH@`VGdi#e4|UvH?^&sM$n;IG<%SelCYN=oJ8?>VLH3H^=d`!c&LtbV@(N5AlNU~# z^JhcA@*^yKNlO(*`CW-?zN9y0cSvO&ZQod0H$@;|D>mVk;bu~M_~}_q6*^lbSl>rv z>}r*m+V-l>ESL7R2iee27w88*0v)$42|vTZ{e-s*gDGx{hI8j%0zDwZPWIZ4$G)Kv6O1>7Q#Gs?R#?S*c?LEXaYZI_&03t zO)~q+gw=E6R#>FR?7p-uR98kylx+y$;opbqPP~dO*6cDjz>m#1tdBW4T zFw$5IQJ&U`PxMRu$vT4-OlxJRHt;ejK4#U~@hg^uuDUV{d_$#6?34RbF@^UnO zjCfgCq_OL*1VPRl#-`dsqkTpM_N}nu08&OrFnE)x3&4?`gB4E?s!J9YQ^h~p^@-a@ z@_CV0OTZ)J14@>aR!ml|qc;BmXkR)@O8xeu(_$`%_QM^0Gs`z4*%TIi zu=ttf9W1^H%Y)rRct{{G>(cO&l7fOPE6dA^Q&Y*w@$uhxy!w2MzQZqxRQCh6gdL@( zWA3aTdM(?RAmMVC;>AnaGpAywb>eb`ya$JqMto@ogfPNp(g*~-<6A(ON@9M8^x6+@ zR+DWY+&oPXPtic?d#~s(u3-1$%e&)d&Xl|?mbgx9_}vUn^2E_7I2s*e-n@&9>vREi zjD5|zTbL>Ji%*25&`Y(8tt7SDlS_-!aq%?QwzFStX>M(LUMu=bme@jmVSF@}6Mi(< zU|6P&1xK_do_C&jQG?~VoXoyl)pIy9l-tx>o>3?8oX**zR@ZgbbFtfqqXjJ6WycZJ zy~7(5QExg8n{Qa$nL2SSUJ{Z!H#-hG8lXpkR|#)J#M4gV_7`ekLsf``v{ONhkT`5} za*1oW+ohowIj3 zs9wTf+a!i4{*q2q!l~T;AN3|>+2cPY$iC^57~YX@d<>Zm!Im>Py3?Q_R8*RaHNMKD zNfox;L&k-Eim%o|=TgZn(7|=EM`EX^H9t?+6Ka~2WGfCObx=s`Db?w*qt|=gVy66{pjLjrwh)@9=Z1KrjzTq$c>%oG`|CEkw?gfv(%A&dltJ>A=hy4+YUks&v#J!_O~7D zs&#OdsUO?wFU+tUm#Z_Eu8bQ~WTRCcgoEXC11|o*a!F^`Pa|_Lnx5j>unz^ME^Kv0 z3pA9t4n_)XC!u~F^h;@~=NEpvBb2~YhP}9TN<9Rhl@jYdZ(xoS*PveNley$Lb?HMX zUhL;KD=U3R5%PATc3>BL`*Hk)7~UlIQ=OqS*YJddva*=_1*Q@+cL)*OLz5d4+uHHoP+C1_T} zwfLU52|eSu91mt5Td}R<%Z|}_!?h&W&N|hAJ$C?EQZ3Uw6}!NRpLrWnwv9`-SsEi-NIgMT_MadU$9)_uowCqoSZw80xUN!->5oc zag*w(;Mg|$Pv_dFx3OnjMjPVs!|Rh%Zl4RE5XH04ALVaWK7t$OSH<$s!ECf+-}w1> zM9<$H%aNnV0|xz!ACNM0J$hb| zVI>gW;x{tTQBN{@J}Ow^qe!w%QecPtILLs z)6__PMwj~M@~d5VBKPD1hakl1O5)a}0*C?geVzhh(M z$pSe>`$3Bs4xV|<$(EKU`m?KYGd{ZVFOA>gx<%yb_5A|V*cgb{v~v4@B+{u_LBC=+ zL<+psTHXy^Bt4ZDf_wVpvd<-QX5tKgLBB=Y#X7K&#= zQ$6R2MO4lF{8ADUXc3Ikqr5(wWB;zkH@QQtrez3>*Kq^3#|H%HP*-r1O?`1!`KauO z*-aRJCH&Ys2+UZ6FTT&*kDy<=F-u7&s%mK;&7mZX1k+GXPDOFcpsPqA3Gx@`jhs*@ zQ+lS{V_sDS1w(}^sQ!URUCvBB&!_{+b0TN%LlR-c{_0j%t64!HOw{Vu7xI`Oc|8f^ zkx8SMV7tf6+kn`Ht-a`2(CD!6F_}(-9{aOTmA3kgz7sY$9}MzWAmUDxSCTqr1i#p@ z>=57X+z@dbp1rnO3<;N7&w2on?fK~EKo8RjQd1Is0Fk0ww|qlM2P}U!Qe1g0&c_8I zOY4|(vk?(hT6N!Jik0megi(4X$$9g0j zk(vNMp~q4IeuYMyw?<0Llw-{A9p?J|SK(>L6QLP1$dey+yD!)*w1e8~m#0v6sNu4; zi#m0eaF_p3S=;8}&VZ=fwPw0eyW4VpL>yu9xZ^}KvFWFEpIIg1AU=;nVAyLo-)`<5 z@k4g4f65R&aa#Tx>>nxc<(%;S=!!M6d!DTdo+xZvf;&q9~ zstYA7j$5WJK`+qokR0o$AT49j`RD+<=UL&quwo}xU_j~vE~9Be6U(j35jziI@oK^( z8H^weY90FfJ+qFTaIeUA0VFP@wSSzY|Cj_6a~V!pu7cW_vM&qm7BMf}mc=m^V#`dW85?N!k0G}UH*|tyo`K|CDSFY4ORebgQ z{p(o$y}{4#fRN31Xt(BoCk~#&xbYvVPycduG7%!@y1R06IF(zAte^Fa`0}#hl)B+U z^m41q=RSm$oU?jKjRg{KdPFex}{nB~u(#6ilf7a)?Dcq%?&l$EgPF09= z_Pe+`<2p+`<8hI~IGO&ggZb(1f`Pi>Y-e_#NKmyn9>rFfv_t1dg7Tcpo!qF++woml zMa`+azxNWI9I53*aBBa49I^GV{{%OUMXSJ~a^o)VDkn0cU&}bbTnUz^r!Ih2 zdovAS*#&)%a~{C!`8w?lAz(paPt+MM$OweGG&{#&ZQk^QFOfSLHnArg3712NkwGIT z$0%kdyyT3>9M*JnDA18VlQ;#lb#nLFKDF>=Llc5;i8WPXhXzh22jAvQ3V9$kvPbVu zAZe_RQ&+ucHe>uFADAYwZ**~RnwDi63*y#-dTnoEKk<`Zc;hZjr7D|Po)Q|&c2;!w zFX3*#=kB__T5$V=y-IXpx=hBn0cx8(82#i>u6veTi9x+?_vuPDFK+=JDJ}8LuR}JS zI3-Q;40f>*o5lu3OBtxI49sBqx0q)mw$F>re27J0%VPrj1#y>b<2Dmz-E2)IrV3V^ zm-y{Vpd`HZyMY7dkF7l;$>J_R9PhpFLyyx>_gyyQ_3ym%{H@LaV@7%4KX)(gNSexw z9@E`zkJy!SAjIKT+=pb&@-k6>FKhSEys^s+Xa=>^`MFe`y}1q4>Q{Dh!r}mQ7CwC@ zx=f;Z*IWdE$_H=zcuvx4U_oNd6Zhe8&&_FH0xmcyghi^YWO~le_q?C}~JYRI&P2en#i@3>x@>0Py5Q6 zy6B!P%gqMM?g_jhlcyotTx^hs$3Sa$`IFmU($QfB&(47;WN&kSh0)BbJ9<|2HvAj3 zzBU9e))xKmY>syEJgp+=c1Tc*WiBain;R^S<_4>N_Kehd9IkwrPD^Mkn$$_!R= zIbjLV=EI%D7Y8Zxo%Hg}NdPAua)D1B+E#dp2*|k|o;O~$s8=0~YT%2$X)7t3Q7CFViqZ0o&(j;3u%=Z5pI@ zyytq%BS9|RrQmp;U#^ZiSQVgn5&%Rf;AR64{&je#an7vqh^+ZP`(vhyw1JuddYVPG zWjd7K!F4eC)9oaC$}u-zz<_WC(X0*_gE#v((rOQEd&<(!?cf2-7p-!fhK_h<$-}hM zOdnLcvo+nPRXZx9OO)3<8TO6EU&PYw`CN$@&zs;rsS_Kb_fMK`g|59ItGaYr@KagY zx#FyBaE}NlPj)cvGjs8)xW*oOUd{L8a(1)8S#Xmw?c~O9gfUf!*IaT!jPksBG_mJy#!<>D(hnE3mtqKfemy3Gq#oImg`HCuRG(&T{ z0p5R$r*fR>F@*pNcHj?mt50R;12^^ILYzv0K02XL3ki0KDFmTxU8wN@`HSn;ZoaaQ zs0y-Ump@dvOzH#k#O}sb*K|?MZjX9}g6yT`7Z3$(8HBf&;ush;Mn^BUH~?KLywf6h z>|FEJJCmkmsGX$9-qED&ZL$fFYJ91x>jp}e@smK(;(IV4iqgg_WNj+NVrqP|q1BWdo;2RFNQJPD zaFMDw?c8cBg}+Mb!rDZ*m|Hywt8wbii65Wv7#wjEN-BTl z5VAy6J|cq7_A=+~8xbl*B4Y(7daLVOy}e%RI^@WTy=&tzw3_NN0E~n!Zbc0i+s(?8 z9khHfl!wrmV9*pq>r2$hAd`TGaI*ZDL-^IG@fMj!k4=+Po_keQ)&`YG8TJ+66FY*X zM#_N52T46y{@M{C2@?DG1b{kWk}zg)_hZlF>C)K2jPrdXcN{j~a?XJ_P_*PY#~pv$dl`C$WtOh-6CbAo(Ps62sKt)tPt;{sy2W|DRP&oeZFIyTBdtx7wdf7!8h}9 zQDIDYAL63T1q&WQmc& zB(F6d$mu`iuX#(KByL^7(O!P#lpmv<7I}WWH(q0R;@CxJ!uCza5qs8HmufT}tZ=|m zW~YTd6O}taM&pjMrj2BK6j~|Gs_Zky5D)ePiD@HMuVae9o`;A+y|51bo0!M$RW+~k zxxKzmLZA$;_~$87q$de|GyJ0qNv-B(c@}U-FANcSs=mqBp^EVAk7(-SN^||nyeoFX z@ia%RWjpbk5dI&xiG9qJc)9o*5Hlyppx>j;vOVf!U+ay>``%_zX_|Tk27gu9qP_>% z$=AYU8pfg=qZII_E%p}y9IqG)ni%!)H;7)OKF$%L&@h%VCN??ti`}^vUP=LcuH;rd zZNJs}Jb!t^BM*odZ?^u} zT!o-e5BpAGO*ydszT+n+Lg4@?3h% zRykhsRb1&A+4y;`8Ex5I+`PTm*m-~d(|C&&{PkJPx#xO4R}rA>U+%8M0_5XW{O*n9 zskBo5Dex-G8rg%95EF$c98id~#PF~y6#nF#i7b)Ti9i{v{{WxQu-PbQgL0*(@dwK) z?zm=GYej0p_dywF_sFPh?EvQ{o1E;^BdKcBst(DzAZYa#kFD%W?)# z$0EXQd9{5ZW_ox8lng+4O44pts;uikHKFN!IaPcPMa%>h{EX@WW+QJMV!p zg!zG1W!~k7(LWZPY6!1;`Vu*!%VSUJ%pN{@!P9BSzcS(rTA&&IX6(c|eokBi+h3y| zg*uo>GdXTAp(c4^m+^V)c?P)DkrU7{ z|ME~6(1t~1j=D8lpGXtaq)Q3B(JA~v!K$g~vG}2=*YCG#StG;V-f2y$)$^!8QXfn2 zDwuBt!_i(Fv(${c%*zuZuMB&Vnj}?Ids?}RmwbyM8c$qQv6tILoRiI10>Sa0tLS`E zhw#;@NIUaA_q&3TQr=Jy_L*JoRDF4NwBfs^44uCXo4s94*y5DkBNj>^)%ZW6&N?cp z_l@@I7o-dX>5>xZ?ov>?q(M5R8>A(rQ91<#X&8p?5hSERx;B_X zgo$&`aNhUXdw;gV|2Vrx?MJ@>(&jLtgQZxh9)fG)pA>nnR3T`hD!2z;5ri8Phlq@$#+=xh$w0 zhHF_E2+uP#qMebu&`Q&r7|%sYNn83ri59~gi4*4~UeG0yAk?Aul1W1R=O`*S{D+!Z zFys}fPM2loX`-m|dm#@qe`Q?&Zv|BP(R?uc)3Vru?v*=j-uQFCQpFbcP}QY%%XIa_ zCtbhbP(-xRzt=YgEa<#5&{yyOP7f2Tr~YDvC+osXC5z8_sb};uaE&22JI@~=6XC(4 z5RkkIS*`sjA)In{PAV1zJ^?l36!M2OrF@qCi{lyl&v}boemFApXZLl9dlT-uv7M;R zb2JSJ5PXxKAhDKpu3c?%NV{l>v=DPiFz=HsmLFKwgRs^i1VV)HDZEL)W<~A%2XUZ)?Sr3pZ;kKlt($B|+`xl+LLOqtwO6-r9^}3u#ohfOw^CqE z_B!&%XUZ656NL>@)z*xhlWm;PTAk2;_u< zjb73RNb~XKE_paL8h<*+x}>4&6hbeQ1K3qa@G$lK`45R>Cc)2{R^2o9LwY-2q*v;7 z&?hbkiJh&!4$;%yj;8{DiJTj4IgD=d-$cC12iJ_YN&3~;A@Zu909cg?5rQ&-CU4AP zdHd>|p|_dZ!vK4Hlr)-#9uhL-!o}riz-c^8xT|5;(^TO>iM#V~I~K|03O$MN^((Xm zmlRd+`2QdeE|#q}b@?1(b6YfYYgb;VQgeITzmssIDWIlM5^ZtnGR<~Hd0Yo zhbQ_Ch-0&vt0IfY#}7V%_+%t;P@;Md8{^fEo$>tn<^Sf7uew=hP=WtaP#1N^XZ$iU zG7(Sd{6>!a?mGF-&mTwT97nE!l(qEFm)igD^PZj_Qqazkz0_#y0IPlZv($EP509$D z&C9jS2St&*m<6D?=ip4XK2M`klB+iFj0-5)Ol3S`_%$L8(YA4TTa`8z+g znOOB0mGm_3u$7-RNBUeL@!NLoz%eV2^$lp%*&<| z%RQ;t*6r4y$uxsx=o-Z2jaNNl9pJn9)^fa?lUKIG-R4Xre3k3OZldJkr&ZDFL2SU@ znhr80UsvNytKtZuUJ*1oi|}KY&5K;ccPm#AH)@t_U`!1#ey3HCG_?M;FUl(D^}QdN zZ%{3}ec?{zBH?Sxv7-NsU)MMMrn(@gem^;^m5us&;4tt$|vkeetwtObWGlL{oZPu zBTT^n&NN}Mj5q(h_TrbPLtehb-d=RRc9t*u%J2J&BvOZ096MSS@umV&O}z2VvCmjN z+M9D+tVYeZ-U#cBV$+9yciRtCnJjgT^gbLL^5&?J^jbpC-459Ei;uGEpr$EZf!zR6|fSQXH z&dU#IubhA9>&Y|J@o)aeq@NDFm_`{K84-B8?0EO?VFZI2MT0N8-(iKZ=8O9-wYBzp zbu)3)DO_>S2s6-T&u3Y&#^r!OE<#(gM0fN9>^G|8hOypIhes z1`A{|+b#4Pp@Sit#8ECeqW1EQy1A4>U&SC1B>(ffL>f-n=$FStTs$61Yh)}88mx70 zf=MdcZp7_@z-}55&i0}K#8Q%v?tKU3!*)E)a}FK_=BAA1PhtFZ#*lS!Ej>dD#KsI2 z;)Sr5>_dY@-a$l{b~$g>c0ju86M2%GS81i>CSXD6Z{7gN2iU1m!?5WtgD;%YK@Ld$ zfWAvb7v4s-W|ofG;-JCRM4&Kx0%z;%DH#L>7^m769HtZo6#TJ)@1T;Mr^Z@K_1~;L z?};y%l;-2Q90inr8t6-gJggOH%V!U;bb8By;MQndj|qdEP7Ty{5;mi`Lrzxs>^`m* zzHXt{-eh~OdUo&2kU)Bia&y*-r+API6CpN7MGoznGE{sI)c33?KeH!*uVm*5aus(e zXie#Ius_P-za3jsrV712>SmT@%&>tsP&9Pzx&a|FvECM%<)=pjk-ja*=PSls$t__V z?ma6^uPpy^_2a5K+n;S_^XOnH3|pf`@=Z|0&tx(R!v*z@O?qZb!$Pbsjn zrC3es9{iAGiEBz}eq35TY&J%wNGJjiH%m0zYZu-g*8UyeSofHfIEwcb9}U=ay)FL< z;vYQR=61e}<0U3fozCgaKS>T?C$`pOXP=k7pj4Vb9?JA?+`Y4pmi^ZIvCbNRC7<(8 zt`Jme&PRCqkDICkwEOV3l8Lkx6%F)t+yPfwTN7Jz z%$k7bd)7sW-p30ZZrk<<9TmdQ{GNP)$X7-B{vN0sU~X_Z;e~p{OzLBghMltMdM|fz zp|jG7Tk`^SM43)s1bU_@;zJo;C~MTQ+)?DF(5_=qj!jp2_zsHpL{fM&9;+c)lmWgT zfU}LG3{8j4_t|xavZ<(qfI9gP$^e!By4eZGmg>38dQ7aO;_GVX?`ED)Z*TDvJCH9m zq!2#NOJOt~U}idN9)(|tfblI?*q0Ew&CX|!a-CGll&r8ivqX7o-45o@OGK<1cu`GS z3{84HKZ0=(>rxNVkQ8B=My9~!i@H)xgKvJ57O_z!hj`n4&Q0x^!y6L%U)?L{XGYX4 z3AM{+k5rm>m2T+umNvHDP9DmRtI)TPwVOrFi|(*k&3bqR+ddg@509Okx!BlFW>~M5 z9`5``R*KiAoKsL^yy@#;`kZ^<{?lP1R^x$O{jj$)qSx#y9aQ~$D@0RlueX>c`z*Qe z;6>ZBD}UW|iCrbCSt!hzX&RKtjFaibCcg*Q_Za`(v-~T*+0Y(E=O-2aX0wz>6V(UZ z+Uo(&i&q7zEZ$hZP;)vfW$o3hh}zn11JHc0t8aUmcDf(?8xFqGDVgfG+W$N%?(r@P z6@L9eYGJ)Q9-3?GL2U7@9uc!@OSZai$b(mTG`CiU3#}F5o{#KTNKH{s?H846z01dS zNs#7EA_97Virl1Pe~@{;OZ>T?y>+ytp#02oPhqe1Zq4r)J}-CSKgmP>mNlA^rlZ#t zC%h_j1c_-ylkJ?1Klh-SB3`Ww5*7Zk34q}~0pE6a%v30Iwpk)0Td5W1sDY}uroQKn zd#9AH1M*whiO|@EtI97|#>)QEY6Y}{ihq$kak9&BC!Nj^{{F*xXOSM8n(_sCCgd0G z@$yuiB(&>mO-m2O&Ws^#fdLA%ahP%J???*m9f@8y*#yq@^i|ZhP{8!4P{Kl^HGsd4 z!L|sW>nDW4m!Gi14_B1R7SB;Rzc*oMQ|)m50?XR?w|T<+;oSyDV@~4RP1^GU#JPN@ z|A~^`+0j;s!vMI!oo4^x^s=jdI9eTml0M?=be@?ye&?_>OB2*n`9%UE023A!8z_5b zb5oi{a@-vYHqR~>DSCX$C}l3nxe5uXN6K(R0{laM*BsHe0kFJ7nemG+b_Xb{bXXP_ za&k?qdHD)I0fZ#f2C5s>JhTI_A^b`y`)kM0`ljQ%N@~R-KRgYjvN!Pz-Ou5FH+~;A znP|bEHKMJm!s(QEc0NcpO6wIqEQ<;C9H*HH+I*yyig#d|t;gmMYJ1J8E0U z_WEs%@QvHIa#^R2mG#USYBLR&+YSWhG7-#GuOzYb>_<4CTCR7&iG_P8KLAWw~BW{QBqlJ)#dC8o_X5=^pX)P}gi#>of zzCA_(eqjwd0CVrh61}|j#*@2zH2ymFCIC49I|#)Y)}>#5K0W9wauY@v1h~o~w_{;s z=Nan7n)3qjYm9_ctw-s0Z1%D^R0SgY@Tq~(d8nd?sU2v7MbGhDr#F{V=*w%VM3u5$ zw7F*@6^6@OMX9+gw7 z<>oh~G*B?VG*bCiBxRnmCOU(UstNH>*)!Br8PaqJshPV z?J7Fi@~>OujAY*i1mTdJ+>k$Lk^tztpbg15^6723*7SDVeq-8i^hW)s@ajZc%0Z6P!yOR4ZPhI6T_B)1mc|ZGs1x1ovOdyQJ_A(L7?J|n~xL4YR-kHyT>_u z!wrS3tY`EP9#?D0iT@k@$$sZwyO%k8tg8!~Zd0K~#gY^JqlY-YbTN!^B9JbDExrk` z3uJ}1lAej<(7h*xxyM$>P2{RM-7JN$T%dDAF15>F$>kloU1c5uYLAHuWPydXMG{=I zu79ZZ8DI)Q7EA3+IVi{AOOGXY>Vy4rIj%kA6XFfrd69xV+Ol){GB@(y{Rbb&UpB+d zl;OX)2)N4ne^ z0!y=8WF4n##D8NhmQ-(~^GP$F7@IVr54K4k%#cv6Ki;mY-th|cguPBk)M0|$Veg%m zsK&ip^E>>L$~30UJCaMd{HgxaAz?&x_dQ^0cGKR(@VpZ+)70s~?>Ea$Hpwv09ypU;Ook%hhY^~4- z93O~F^@pve3BqK|Qpch!<>hCFgtjs1zgV7+PFSD}@Suk*c3Wd#>hA;kJn^5M<9Sru z@v3-$zBKcCI>hb!0Sgcu_qff3T#P3Ya|iaa&dukI{N`!IOJkVmm)njHUjLD>dAS|8 zjfOhHLie?_>}7w*eus1zy88@2eh@nR{tImn;iiz+0|D5B@sPS3;bZkJAG=%~z6lq> zaI4xF-iA|5a=;CdsZt{LUs~_ZQ;1vaYdK>S1vuR}`|w6MLrA&8+;>)2RQl}K%lD@> zYlHp}90L%agey7~fL+%qT!xb#2J-I*3fKH$Sd%e&Ojdh?)n#l${%@mrXFcxcF+^y?8$ha9&&+a0S{QHRhXgJ53qK#6 ze+F8FN$AP+SwPC~ALc&~{um97lXbAm7SY5sa33C ze(`LobxWsh+-!y1cd+^JIlOrMuVeO*yDv3&=ts5(Ery7ft01D9r)ra@g{k1#|`TRq9edip&DNVL1uy{wi z7pO|3&o}pPVR$~O6Xlt_4-ZALF%YMFqvPPOCEUv%g|$Un1$D2m9sTj5L|!ZWbEM18 z&fJhVZIKK+q-k{$m#_2q*p60}kSa4M3DTi*pg`)-m0(B z(*^C=mEZqK3BL!cTdb@PD(*m;dG5tf694X+qqCr|VI;p!8lCX~vUGHu2ich1*0UHx zzNK<_69!9W{?``zY^!_RFFC-FGyk>GtCJ;@F(qnv&fprLIlfH6mLCw3&$(II9@REI zc4qf~2Z+OsX@Ja?T7~I_3B){h=JyCPV@CiA!Rt+_mdE5;bA||P#aYiTTy3t8^P~?i z0cub_yN3U>LG56vRdPv|{>Wlf&|&MiOsh8n>wq|LquCONqvPwE(7o|s5xMIm!0qvJ3 zCCr1~KN6xqJPPd!iIoKrb(A`b^@#Gt0YjMUzYbgB>(+mt{3n4v{HZIeTXM;Q1Icb? zp_P`N+Dnu4uK+R44C^eV%I29WPS&ykVhlUeU%gr*mE&Eg1+qS*wbUh|FBS? z*27283U3%Z2s-2I+@Vj*y?mKou&|rx5o-ur$6bd#{f$pP-W6#7B)Ln^-4O`zm3LKp zFpn%x`uEr8u&b!^mnp3|Lit2_&MLI3d$8?GIq>*ukOi*ej;E#c`MKzCOz&)Kxz?2@ zn5QVKI4bezr)7B3)5S}9T&Qn8`iCP z$pMXf$-!wRs$Z?4CF;k5ZY^9_AMXngVS_%yoro&(%jd~P^%|I#-Yz@1V3-ljhM$G= z!Gd+0_e6dzdfXvosApg}JT8Re7MOiJ%01aLdiWU=n$8*a0Tl2ZDzF#77-+Y~Cc=2f zJg=B|m_HPNvr#1rhO3$Ala*W1-NKflq@ADb+uAgBqr3G|qW1fF!bj7~8dAya;<`J_ zU1`5UFJSfbmhSL>eSo`#S~}s? z^(;}OvmSdO2+AIo4H7*}#v$L<4S3@in3I6`6wtm-6#a>y&wclfbO$6l1$vExdZb)3 zX3vv?N$lG*22@#36bME3!)yTMaI*QH!g!K|CH|qR@RZBEkwIqP((_$gIRA6eJW19MjySePE1TULE3<76LpgjD`$;n2ECR`01j4d>wV|7G{9h7;Xz$g zLl6r*5vfB2@O;&iNvu;LwW6~W{WF?e`!JK4CzgA0_XRexL#HrFp`FJvc6H?g{0w~x zMFv)WGD4u+7%zJD>kay4@z(Oa92W+cjQuiIpbx`}+?m0O!Itn{bp`_EmsdT`B#Fj%b8*%iB5p$*QuXd@Gp}UhBlP%%?pNCq z^L(qra6d);V?N0M@!Zz;stp5tp>Fe41?8OXddGhufof;Rm(sDF)7pGDXLl*|*$W%I zNazOC&fMJp!qMnInHQkp0ZrXT<@SBn`OY84`G+7VBhxk^}VMLGW?OI zu}@l6_dnR^?>p)Ln}5V~UHN5Yz((gM1ZI-1$&yn;ebFvz4g;iQD9t1B!U)b?DYj!x zVPt0{#$H9v_8ji9+Vm~HyyuBly#hotvdo%JshBrV z)Wt{A2lGhaFVu&Gha=)9OP_&<zN$N)SjIlLImH5X5l&uH4;M<&*QRrgwPuY{ zgQAc%u8CiX&#vsyE<|*K5?xPv6W`UFnSL|t{K1gJ_8k+G8BXKinYI4(ZgZf+ybcPd z;rdMdVuM3`t5LAPd!fqn0J;-=SZ_it(-ZM7*Z}t!xZeU1R)|zGILVbTU4S@x`}z;L zS4sJOi3;WBedCaeR(IT~?@m8*;mZpUm3SxSVCTpjCW7fpcb4wlEz=i*zqTD) zE>O|T=)C8M>~vnyH2)GYlebqc$~P>U#ed=O5AoEQ&m|)pme_xD&F2*%JN@X*%J7`i zHK-jR!`ai0`l!e(d_Tvz0uADDcrbma`+C@Y4gHv2rZnf-Rp2qG1e!zu%JNgGi%>vJ z!9`v8c%FicetGKy=l60+D^piK?l-!s5u2HXG&<&gCUb@llv(S$T05`@01_kNBn|bro zz)XNtwbGhwLoQ@pVH_8+ zXsJDdsv{f59@}cpG0e)K_0OY~FsB}yV8L5&_8azbAh2oBG1$>DHi42q*^(m0ca-w) zSDgP8xaxd+Y?9W9h+e$6ZmmNnyh1>4R7~XzTuRlL-N%xkaZw7-cCLke=I~4YdoYUL zTUT3Q_)2@3Q7v&Kmo-y+JY~eOB0mZwf8(J)ONdMB_b*P&#Cae7u+@_gKVl9znsPFc zkCu)!S3q^jgu?7Eu2IYm+yRpw+LKdgFKV5-Ip{gi;l88|TiZxAN4vma{P12M{MzT7 zt|x)w`EJuO(<%(dyH zND)7!%@!2?ur{UqP3B(WMN8rAoPyEvp4xEF*D$R3HIE@|Qoi6JDzD-8EzkLuLtxjD zw^WIw7o#_DpWB~h+?2w;5tYr?Jo$+*-f z5s||7laY%g;*$y$zsHz@Y9Hq?5!$D>>7R?g(hX-bpIqm&zmMJOd@u7M zYS_OHIj%CU>93!QM^R>Y&6_agUg?<^jfZ>($bfO^>(7yiR9?Ke7zi>S`sUH(ME@#p+D+w0 zUe9jEs_lP?>328H#W5Vx(ML;!i`I7cnAv_ItgyZg1h<);um?Y$??v6BSU%k)2{WEq zYH^97b-&@G)-=#nc4pv3=rA8`XZoy~yvkd1!t0Yzy7oG2!|_KPU&`;3lcMo(^55e1 z9=m5QeSR;*(hlsBO><%As8xOO_l-NmxV|6$Hov47s9wE!>)@Ed;_1)dqD*DiGkT{D z%nO0X)c}W`Vg{Hkm-RP;#qVegn{V%h za9psiMDo07jGiB!Kj{=-J-WSxw{61bT1EfQMr!@l^uT7zJWW=U+u-371cIM1<&{Ye zjL-snjDkH~F1))Nf@{h~OcchcyF^t6xeuRnZF6UvN9rrx8U9?@Hr4fh7~<+<2gP)@4@Dw3wL_EHQ%d3=*t zao9&zU4i4{uuJc=$Nv`Qcwvn<$(9U^dFTaf3O| z>lw}ubcTvCJ;Q*mXsydJ%!+ih;7H^sN;;))<`P1k-g;J(dtaeFyGaJx>lN}|06-74 zNVUYml~=hYFq%+e{CGcgI&Ao)&KigG$w$wxLxWnblQDoaBotYneovc=mE6qi7RJnz zd_Ps)IyoR)&z}I5*Q5VvIDrM>!tOsd%gF~Y%^?LF`4VOx!$#S{gf%O}?WRN=3~-^C zS5%k&wX3Lx+KlIVvOwG1mH3gx4z@2%xiPE3Zg#3pSvfARStncv*O-J`PLrzRMi72Dic|M{?>);V zadfll#Hl+t8PgnIUG&yS9;=X59+z}w!m{mVFnxIOzE){iD%eG z3VpK5$xTYGeLDF)jF;6|{XKzj%_+l)zIIgjBfZRns|~)dZ58rSk4X9Y{A=s)BflMgrR<*{>eqyLD8$mBmTSR&44zxld1@< zb>RH;|85rsnDXr@AJqn?mx6`f#pVKzBp2$*$bkD0X(z7%3$e_V7H7Bz3X56rqDl#F?5V0E81;%M> zMN!S_OO1<*^3g|AxC+XAEpeFYtNg2 zA!lecwCW5>HybRO0cgcoR*-e;^`gxKjh3z9ly$w93?t zLp5*5VQeJ>+_U^Er^b|=)>P7T;!H>vXp>=+$bwG+b{QH!mx3zHHTm#7u3uF6R|PR5 zlhPGBj2hX~yp?R2J*pWJ$`z-;k8ywKhGki~7=g7yqNZiGN*|-ZIZvj4m5XMx#=je) zzPSpD14$2|P=>%=)WG4hYn_st`otI~8>9u``Ll?tO8$8?S5FxX?)hnnrjXcSG7>z_ zgW83X6lLT~>HS|l+5e(a58AE*YNju#p+BlsnUzapk0jgdHKVB`;<$R2CZQIkjlpkwpSt(Twv3-Xb#I=3r)m+)DsYQ4nd1=?=S` z7di627b<1@vU&N&u~%rzVV&VbTf?6PEStx5@JXsjPR&5J5+W?iY^Hq+CXMmewiebW zm{_!%*q7z32@hP}ki!nXlJdW|EQsgDZZV1JUm1#CjbVDkm8|w@YV>2qmTDorUp((g zAl^#WVzJVT)JmKbL5WU}C1@v-+>m*@H+!aSwVw!~HvmPseKoi{eNjy4*Qc=e-QqZsrVJgsRuqpmVC>ST*u!2qGtq(Oe^r5IcFo~ECeCT?pK=vFspSzU z;}X2AWe-$}8U( zK%#wn=LZ|+e;u^{Bj=|v+x+sxOj$vLSKLny@&#b~`=3Y$ zn!HXEETL?ivPfRY56JCMm>qG*`h_`<- zAsldwzHL}6;|t5(3|Z!^i)wJBGWaj{AL3FxUy+-sz5KEAy-bYY z-N!VG?bMc3Si$vH3PYv8nG#VWfoN|n>UT~EU7DV3l<4zrw3 zON38ins&v8)8`D2w_terd0U7kkiY{4MT8*MYh+ag)>jdR{XIPcV*}N0O|h(8CIa4o z!fs8~&x$Pxk0{gXfS{*ss+yKVW1LX^hk5fS-km4&N42%l#Yd3^t~^%z$s*9?5N!ut zWKy_nvq6Xg|66Qpv8>$We*E~g!aW-&D$rzue^0;nEl!}tZuW0;Kgq6Ja?j%> zB`p+$6EIajQPFW?0yz}hRfkJ#40$I(D5yM?iFcQnix`$}GyWI+^rxa#&{EUMzho_=UzHz~k@Z&--Ncn3|Mn>d->ae(EVDOM zsG2Ik9(H{D`DB&sPiRAQBj=S5yE~boH=$^jhC){7mU^d55^R6&uskhggu(`MsM9fh z#77$J69GFn1@4zuw&<9#F9EBcz92AX$fzy7EKq2=w@-PavZ=9q*5}{o;%X#S3{@VA zgJaL)Mh9%*;}}#QH6+kP#1ZcI$e%V-4ZQ3$G5(7WB*nZb?cUg2yXbE@3>#a8irnu& zed}_GV~As&w=;H+NfXR7V7obczf=bYu@_B62eA0u`=t$Oa_`MLpLO{={e57n8rtza zf?x|kgm;)!>T7j;QSY#!X>euw;?|q&C6j)iTS6IPtHE_Nh+T6AvC_X=a_0=PhEGGi z!j4uz)?D_$i$)vXz4EDB`tIQF(3)UujW`rpW82Q$I0bT_eyi;?H*)LMHPo`T&MQQ7 zTx23;T$vf|tuUEi6xR=*_TCSe)g|oH;P@~Q@>Gobun$;hq9Z<%S5k#Oe2-&{_~Epknz;ept&--V3`E|eS1R@CKw;mH9P7nJbq1+ywLJv zL<(hzb?kn*6yda=%)9<%Fp*(-%Sz1U#_SX^h2)D*SB~vldm6TT&tgaoFTYv&x*y^_ zB)H2>IcGSMFgJ^Mdk?ICUv&LC^VqkqNQ&k<7Kns1vCgvlf4|j}ECCuY&n@mnCIa$R z^2g0TwIdoe0wuO}zx^b7f!=HXNqa-)i{-ngT*R5*BNW+|D8!$FKFjr8%+&E$@(Z>l zLg9#!Up4f#fRtfM055+Jnh-ScKd*Ab`jFsmS1k25<#WYH-7~R%8fFP&23$q`^Wj+I zRfSE;3h&XHNj{pEizk&uoOyVL=>^?!=|ymk7FQ;<<7Nq|K9`-%Qb~NL9QfD`ZIst8 z!sed-aaS~6+|&Wvh^cClf4{DyYe8TB@DXxaQf`7`{p~>Gx$ZPQWd!vTjbB>vh@7`f zodai=>1etVW_Idbf5x*9XzaWi{>!qnQ!JhV+M)Ud1Pp`zM{zV%)nL16pFM`mS zZ9?|;i3l~#@p_zuSGDTG34WsR3u53`50Ox%YK-iY@aDXFqI+bHWwu!_`I9H$e@y;z ztRpao@0cfWKFJ(X6$vQHa}o54e#`V>fj_yV5LRlyls&N!I40O%H=lwS)EM zshP@jpx5d>8Wye>SCfo0Wp0R8WGMMV4mxj=N7jIv#Q>;t``vnBI>9f}x1g05?kd!NoT({q)vJw+Tw32h=6aDvr!&Bu zqHo$%8)1_^NR;(A7=xU=p=Nq^wYvCSnI*DdHOhm@DpzK=M2iw)D?Mj1`-ff$-m2j>hz7YdzSnbi#8U--&hYFUSaLWeg>?@ z)s>b5SKT0y1nzd$cB{!g=Zk(!JC`XX1>CC_zb6;Bl}V_x3vFS+4x(jr$vM>;UJZvX z?@^x)TpfE&t}swz>;;K=(V3`*GyPdXQf2RNodL!E{OxN^`s9lGY($fO9)iBv(1{9> z?stewpSAcI8Y&%I)U23KY+A!Wm^raSJ4^Ag0^0MC+%RBL5k+EEwn}7qJ~ZhH3HIf% zL5~O#;_Fo(9~4ZA#m)3#1lRrH$#C8+x>i!^&v0mQWDb|(uZ8|_l^l*+Y&L&Jye{mZ zbQwkjEUNYeEL%xKpyw7@e~ClkbqmMckXRf6`v7*?N6bQ3L9md&|7kkiMV9G+6dKsE zw{BBa%*fI^xq%?_qkkfuU9cK9V*sUiXB+1ZFqQN+nTAE=nSM3ITT^ov2Nqq=hdWoS z)>vriV`y&y1YaX#koaNpN(MpS$Ag;6;Azm`Ep|N(VE1PGQ* z*-eEDLms?t$>7UUcBmZ2WNfIOPBue70F{n6y=Czs{x>0!aXALSl=wEyFS!2R(q0p} zQaUj>Lchavl1z^X-H~HVP%NpTj42zpwv$53tnq-xpG>$W+C%{#U8;#kWe1fc1+A3mEOs^fIVNx-VhNMZVGVkB$*uV~*ZopbO}o$xKw zD>FdLY-Yd6@coA%#4#sg{Op9DiyQl4FnaNG0X@>dFhnURS!6`P`kM7PT34G&%9?uTTApBKk=(wMq zj=4g6U4mrk^f-o=u#639w_{ni9)0Wv?gqH)6;K?NIkXlSNgfz|?w5C9RAd0u^w8?S zSv|M|Gu?wh+NU-3yFHCF&uoJB(Q`YEanIpLn<@pb<`aIR^SUAkiQz4yP zqi>{cvSFZToNK0?6zvXr@fFOU8nZF8Wp?2=+MSamiWkaJlX1exDba#!Nh3S1Ht&+F zFI;-6p)|8YS{$KvdMUN7zxjb@cy{H_e*bSoSa-!XKk)h^lglji*alsB{b%nf(lup? z49LCIBpWEx4hvg>oWk>Vk9E|_)9L&yJ^v{1Nx=GGT%6O1IxE+OE%wxD7hypxznoUFNy4s`+oD3&_?3v_tB_H5FT z7H5`?`@vQw*i^GY=K5m`=6&^TX>0v`x|N(a$%P#K81aXAR9YW2O167M?^gtD9CdJ0 zr*dC|Zos!CA16i%-fAix#BmnblVR0T+uC2{GCy2;suK-lwmQ?8U*}JmiXj}HwV?dE3>hXgFYR5hjydgCAS4o_Mnr+40mab4e}>-|AG={!U5 z8)DNMpgCvI63RbwXFSew=fB0mQudebu4lY$)VS#Uq3U?;4muWk6Zo&xi?3@0pTNR) zr{@kU6EEPaonMl)&<*R0T=@jeVTn(m_yCO2Yij3dU-#%E6Tuv(VJ6Q&zr0APLh02Z z0-$uG)jMo>(T2<7SwFR%s3ay29{JK?88C^TeZVs0oBA$yP72@Mk5kF4?D^)(OIg@O zetXYah)*9Cz+E2*D@BiDlg8YXvw`F z_`s$O^in;w$)361ykqW<#%FX`V5Dxq>71{3p;5L$idN@HN9OlmUx&zOv%fzB5xHF< z6yK?G5$l-8hRT3zaBQ7sZiPe{MXpQO-yIV4>5k9Eg-3;$^*p#;Us~k2zA>AK7$^K` z{`B3fJe_b-nh9UEaS1QsSNgv!ijetl`hNO7T6!grJwu)oaboun)(fQK4&-~2Vc&66%iEv) zwFPGcz4GYsV4}$*q0T2^Q#dm|99U-P{`wpCKqy0~?`l(c@VJU;McZoLNNFD3*$3$Go59iw)D?Z?V5BAU zLYK|lgBv=uw$pRM!UlPafsQn{Mdf3Gp`sCT0o;TNM&SFEg)Tstb3}SP3YeJc(ERoC z3pV(}AD9WzNY_*~jZ8&s4@wij=m3sA7}l2ub#!C8nc(N*H&>MwG7Et6{@D3x2OiXF zKlhY9WbSpNrI!L1_VU{dgr-QNaojB0bzNwEIv6HAWFC>C=ty*>xgP>tw?bd;Jfpg@ z*Sc_dY7Xi6fR4vSRMYvUGVrxz&WR+51CJ)4&1v`7Z&6ftQK3XoQo?^6`=lu9TK;fz zS*ii-P#%du;d)LVU191!wh}V;MLrtGc@SJWof+kAwf=vLhknDZy{gXl#easL zKE7-6l3Hi^&$q`k;+GO)QQc8hObVme_q2{N@eg|BUbQ4S3HxV2)dcN|Yq;cQ?7gFh zNlt!H@do^bPmIzrsz=LXVjN`g?ze`vGUQoSl<@^V9N(YaayP|4VuXXljBGw{3l%dB ze*Y-**%Jy$ii{EJ##4g+?$!vVDB1nunhTtexAz|IYH$M6;NGpF2Zdi2evY-mIONssSlHDA<-ggCEF-&3VRc&WWfCn3 zs`F9C)By7*{!?%A+`Jd6r+^5AbeWuOy8tNN5a(zbp@*U+-HO9GP(1r*t zaofhU^uf?bH>5#FhIhTM=lj9bpYpwv z!2WcmhevL@y3(wAgueIwbpNOQVvvNCjBdIvz`&onapa$H?wa@d|nh+>Xur4z2X2I&ov6G9PA(8hVVCNuhs0-X}Y8^7Rm2 zb0MJzSq?PYEs&((2S?!bcC{I9yDuMcI5}m@P9ptuENEIf&ulEP7y6}xzkSD-!fy8S zFFvu2fLTjdTVz~|I%aS$mT~+;zD}81D1Z2D`zx3tzDNAfW1*+Kbmm}nM(&knAKv1n zQH$y$V!DpCvH+5HTnaet`AQiW6l5}5NU>eT4>+-$YylZ3o$m8-OnU#85(je7j)xDQ zt19*NT^D~{x$ze>o0nLzU`yODkNDsrh;Ld{{)E`nG_OK@ZsY zze2{VY3*Eh9dFzc4u-XM4&+VxD;77d#1YErtMW2PMZ$Gm!czahx|CU4aRBxZj zv|&!quh|qtB1>xvP3C5M`9xSwdJK`T)9b)O8InU0>J6o~TClR}o1L^ynqTHD7l&>L zmsOYN%9n{*F z*Rb86JY|^XP3_ZhgN=`f*@o2m!sfW{fw_)~u8sz{Xe}LCY9B$SuH}&LL?4a@tevIU zizYsOy;2X?H=_lc%_-9cm-6gWl6}IPM?rJC|3tiCf+llVRlS@j$wh@wvn=&655Af)ut?17+1qOXr*c6k_yZ6yk9qQ-ITvW(F8G#Jv zJ-%QC|3{*;1MD*Sn^blH7np@|zGC+>M@s}$swG8AF(lY+M1woF#d&ZaeCKrsy5GE? zODpujShb!MMK^4yZ2Uk&o)x&2!(nynK!eK96WuLtOKE>vnPFM@J?pqLZgm6-z$PPK z;*KZTKC{9-qD1mR1)aF;Z22Q^VE8?>tQkCrsc}qxc%`ro44fH%MhXAIplLg~a&U5o zV(Bf#pJxO)tyxT)Pn5GWr-MY#COlGO8Lax(VCuhZ@!^sWYyE}hQ z^;U%(+J&Hq>$~lop7nE3d8gigkmM@2KdbAU4;h#IKuheIESRMhqDcY2;{nG{y=|K@db>4(lA}qfI%VXt2l0F>I}Bfh9eAp?*`C z@2@}n)y<_q17xYT>V7kuC(KD~qq;2YeBCdoko{!^Wz6n*qK^4fp(@SIg@b>e)x>Qn zuw4mKTLmn(Qp!40kJ2$$Lp2D=KkC2Jv~>6!o#G=9dN`i!!2`?rD)+p^65v1nATGaY z1d4c5V=kpVd8bJU--r*i!G#NG$iJ&BND5(s+Bw#(qo8DM4xw2OzRi`2@qYT7tgDQx zQlvBg<-0R>8<;lF7G}={)U^(R_I+|wnS?yL`^2h;jY$!*#>||o{v=XR>oy|gQlD>p zd#QTz7VGM>=>lA6bW>l|vTOpIY+LJB&p-jYY&m9m9Vj!$RVe?UX9BM%D_7A5si~i9 zHJPLfq%XVQZ5pC!Ul|Pbm~;jNNF+oSuROL*wYf^ACJKq&D`HRR3;byH6ScJa75le? zQ~2bQb;j`PAIARop4pBqm4x}lFy3Qgkk=+p@8q1m%Z&Ry9Vc2UqOS`v#7G~reyVFG z)|0kGCEpg9lxze@JVRt61gXw(phVNz=ED2d^76ZOow0GAv|$zkJ~=iRcfrPREG%#E zZ6hGc&}HoYMDnGr3eC-xKUklymz4*TkW-rX8s}e1y<|-ZmuYSeFs7{0%+kOWvXind z5gIXbnc}umV8H91eaIxrKCvO?6&rR1@9=q+{fR+m2s-*4zip{pD3XXMGJ3`7!Ih@2 z@4A}yv3ay*lGaL~QjaIP;6)Fi3QUsZK-ZHUVAY=WfYQ*Rce4sI8-dU_&%w!pMqq#^ zH>te(^jV3XMN`2VtD^qU_7{N2JJI|ThMva}Fd~C6m3kED?>23R)K=rj5IpWLI!o&9 z*m>3X!OzrQz9t}$ItyTS&;o1$dG?eies1S=1$~gT&b{a8I%w5+bH89Nj^RcXoYT~s-u!_)C!%p9^BcRp#z|Yye}#y27^=du`rn5o+8bS-tRoU& zjiUWYyR4{QV@u`zbH&}Is}pK2I)(uNY{@P0YL#tDZlamox?eB?z!ylyt6a= z)XbJ;wKbl&tz)=n>1y?-v0}K3s<<1b`#sMwR}uzpV_Gi{_^})51|H>8|GP=sK1Hyu zjK@;6@^?VOcb#BW!+IO|vc|@8=}^@;C59!Lilu0EsoiMc`!gQ`A-RcxG8S&I*%R1r zMXgjJUr`b4Pl92Y>7IL2{)l^kx(TM~;qO(ikj z`&IZT|6(ZZ!OuB+0~UoMx=ju_Fhy3=8@!<1@s?Vz=R;sx(fvC^dch2q`;IDb;Uw`` z;vp~{a*WUkTO(fhZzK;qPPm_}{)BQM~j|RllG5L>WD|1YNdnN~^27stkQ7@$ug&49Vhe zLA{^^!yeRj#0mrs)JhbVI^PdsQsOate@VP8avY?`(J% ztMx()CSya1Xb>!!I8BbmB;O_{Mj|=~PlS?a4&#*XD!#;*@n$bH>q^w_j1QA3j}!Y7 z<*IO)K+8uh*hBilj5N!GfU@qz*zJc?H)riH&qW<5onOSEsTQaUGYx1EqdL}EZ0oHYa(W#Uv zTjCWgXohP{xC90vBC8s93R$`923~Uqw*~mR{et7>xnX$JyIS-R7dE{i`WM*PA*SfB zhZA4{cNH$hp>zVwQ6~y_`NBl#c~VcFXB*ZA<-<7jiz)1pWQ&B~5>K%(N7W(dD-p0U z+?`t&k-riIuL?*0QU_pCDK78-N`Ha(fO?Q+7LKJ>H$f6;#FmM=WcB5e^ithb#z)pk zB&<`?TRK;xMLbRrk8svfOj+Ykt-I>p|l{k`U;k~WuLr%(qWcqfw)%9#c*SsSQ(_riJFQFA#fU#TiSM} z4r={h62 z{2!m4v>U-yt3`4~MVws~lHR(>60fMcq8M2HJN&kTX%Ug;aI}e*m%Xz%RWQ6xPTs*$ z_;W;cv@z~gp}k+N^ec>)9>Nue*mWbnXDOjwKO{9^95ab9kC0b&#he|e1p|w4E02t7 zQrc>|#n(1ce7HE15u9Hs%($mK*?bKKT&{}8+lOFuIFz5|TpENLbRDbv4X{6OhuMdB z1kGfIM)Tzr4OyVJ4<{J(HJ;VKc6sxiR-jGamN)#%k5R(VLAqU6)Cn)iZ<3h zb`l~HbHDNZIAYGbpykQq1V+i4M0E3{ zhc9Oh!rsYrY2ILQHcGZAlHy>8y#4DsX3Frhg->%u*2XZFOcX`xJB~pAI*MQHi44fX?J`GP&uEZIFI3)YuV60+F-myS?*h za-Xyddh|76zIn%zHnBxy{9^P$4(T&Y6D<4|l8;Oca2Orrki&?3BZTpx?Phd^uMOAa zyQ{d^oMbc^YDjD!&J%PXWi&hLxcYPmN0?3~sS8Ech2V#z8qDUu|2nFEXQJTs5)4^K z2n=e(PN)MdKDLwQ`ta5Y33=Mu$0M@TE1iq@K?P`iwZ3T^xgqZb!TY_>({7zBChD>eKP3 z)T_jZ($kYO{pwBZRH&FnWf>U8l$(scwS*AxLfyq_5G znO6Taz1hv$%B-lz1P^XnqqSF)Mcs>y#!G{|Te`e{n~9HjcO^hnIh`E-v2+d_TmF3T z%y@_b8-p7)$;B&E^`KdpnhJ7YM&5x_UUuL%$!Hwi##qVss%~b&N}^2*5}>%EeZtqK z;d9VBIB*{H*S)c7J7~T!h*>(y)3B8Obbk!VQB1UscAW<`=4gSqOqU4GwUsRq`N{bg z@bm|jt1u#6@g8q6gc0=h1Ve=WQrJG~b4f8_Cs&v$=xSK8+DX(+OjV?A?lT(#hVF{qz?TqQZ@v5(?aFGX$3WbEU2UUF8le5Dc(`-#Z!h?`s(_Zm#O z%89bV9jCj_*gdJiasw_s=2Qd?C=6IFokDfcP(Qpjjn@L2H(ypbeBNWe>FpQ4);NW? zjZe#&N~Ql-;YsB%YP?;zD1U;#ba;EFg+O3476VGj* z_Q#Z5dy;z{>vyCfFuo={rbgM9b0d@#0^kVFSn$dQnE%8~Wo@={;_g{uBYEExv1`ss zSk7f4Y<0Z%?6o@c$m|Q7jgXx26@gv^4`CkHWo=goQzHZRaAIb|ks6h+=IdyUHZ0+* zJBI*%TDoDYlNFX_C0G8F>v*B+nI3?3o`yoS~*(XBA~i!^Lu&uF%1rxpctv{HDZf^_#Lxk4Vmx z{|zdVU~GdL{rh|x!P+Lqg?=#A%+g7{)gT&CP!bdSJh~*m@3hmZ<-~rec!QBZ2F_b> zqBu(%;dta~mb7DK3wqHtMrT(3CYVZRn~m^}9Jj}BD4BiF2caMIWrfc&R#rw?tB{Y@ zX+NQC8@-3;s?as&%T+T|RuL<^o#?VB=g|d&O9edi;3@EZat&+@q+L)>yN5T_i6=yN z--36{$&+y~uWa|#yUNmt;66XIHzHDR-|Y~J{Fj+Xqi3pNiF~DiXU#0lCaDxRz9Qa< zg2BxK3L6ArIxiMqdpo)k@t!l2vF!~x(>a3|onR}8!73|hmR91w8CoiWUoRqRdau5C zbKSb*%XyQRb2V%#5!5dZhqCtpB7mYkVxf>)^6HT6;}JTl!(F38Kx{ELZn7Iu-n+Rp zxQ~WIyl;lsq(|Uh@QT%UJ!5wF@Wat?W?WLt zPsFfajfRa)RyzV0*HM8(Px0lmRR2Yyy01sjq|+zIL_o37P{3p4WjZ4y=jtwZ+k@Uk zNw6ISM}?a~UEkhHxxz!wlzNrxna(7+m=Kf?Lx$C6B8YzbbF2T#T$Acw)aki(ma0P3 zLy`fp19&3FV|FeqE_Krf2ZI~I+;Ut-DUzRgF{*(u?{xxJbpoQ&(DJlE_NBAzsP9i4 zVFPkex93GSgB_Ga*NrWia*XpnC42m3p-T2`uL>2-@>nGEUijl-2txzRn}3p(I1sY5 zbc9$^UdtCw;tIA52{SJs6FRGZnc?py{oW>2XSe445@85k$6l+^F8PV86 z9saFeXCEzRGde5>hw&K;+w{j!UA64qj1-r~jch0E$y?!z;|y)0cm3F>Vi>x=q>0wx zsg2`@O)6aXQn{;h>%-Z|=%b#Ep$wWl_PxAzy6n7I2PTSrDOAZCPK9z@+|sl~FV4P< z_T}A^_n3R6cjltvRAm-kiTe9kuQoc-dMR^z;q9+UjAHly>Hft4DWiJkO=xJTSF_}?eqS5byS;}m})`BMU(!in}9KCzs}DprIL322E5r5ccp@Iox?+6*n%JB z>^I>hEW|L@Q^JJ+%II{ar0R+*p^t0k4&>yvRu!Jh|NbO&)X_O`l1q>YM4!D9nV`;q zkNc{sl}zbJ+lO}XS*>on$(B~53M9VqpOZ`qa2Krl?~PnRzJLP@hnc=Ma^q!9t-WPl zgZZ06*7uzp(Q1+4Td3|>Rpz@s8DbOKw!G2I5=z`jo`%9z>NAbA28oP;7{qKb=~nt` zB^&zDik8)9)RP5^Y@YAo?6XFCo$&!$SRCeya;DO15QS@9qa2SrDKw?dW=xVg%3|*J zT`(Ytea4|3c>UVHYUFy9x?f2+a?3RK5X)9KT2RH-=@~H0egq@$n@nmgaO@O@z`%K z8%wYkd2GyuP-7Ig2!;IeqT2vlEuHZsUY|s6V+KH4`@oGLdEa0>MpudD2lATxozZ5D zr-QJrq%dcc-zQ4r>l?5;iYiKgEH?IHoy0=m^g~7zhaop*H+M|1NkkNBDB6U%b!e%q zd}Rqh>@4uc?$zaF2`!?zh|;-yFK`0Td$b2lZJ^F&hB~!&UfbLA{GZ;~`>;@FghS z>tUv|V2&R>+>U(b!Nb=A#Nui@`VUGy&SC-vj@zK|MHWR{C=ir3M&ebqXa!a=p@l#b zZQkqz#Ls;kO<5mhik49ipQ<+3x$-0ZxkJF0c65Sb4#wz7MgF(-^2-n_ znDqx^zGj_Y6)K(0&00bZFAP$-0gVA2oztxACz<+m7^i(qV96V&QUObSV)F2W=JT$6 zv5t*^mNT$u?#0sLCSw}nfKxT7_zXT`o+va-;=UJ~)Ns`=8PZ|MKQm&X>L#UAH6Ou~ zT1C4IYlRqu&!nh%3<4UnVRy0tDVowj=;KCjw>C=}cQ_xkIme`7fq>h3r_nE3?#gEs zp?)}pb&GINh73)q*&Snpls7;A{L=y}kRwp1zkD^u=;LNvFltgYc=g#?d#8pFbz7Bs zzkw6Cqjp694Y9p!cn>+?$~#n@0a`?^O*FLC|KrJ^n?AygnZSDnnz9BMjdzG%<)>vQ z5-N$CJns4|2IN{9Qp=e_$(5dWkAt?IJ?lIIgvskLkkR9d^@V&JB8JZs4|yVo^h#^Nv&Ml_`aWJv(NInstn zGyIMjLmv?VhFUbR9&hkhcju}Kwk(rM0zF5>O?EakAIan|o#9|hLs8J&>!(Ef2P1`l zp+f0fr}QgtTpTJJxo33t>*S;Ls28wTc?U_;1JtW`|aJ+0XEiyW$f#5~J1S;JhDj3v;q#cQd?Sh>_+HgKqd^&n2#BF57^TLcEa)E>J~vB` z_+h`JFaFw&tZy$pQh84f)eal4@DMGMojpY;S}?{nPSg3$*XvHfyzrUo>o+%&wW{j{ zS!=?GWa}vsd!=7nlwqod1(kH%EyvPjy4q*a;l%^<5iC!3=xcKRmVW$vX1Y(f%4xR0 zY&Nbcd={~S)yE7zrR>jO4tl*B&~g7AapPC%Axe%pizHLoj3|(WI zrg)l>rMTC{wcJEhIy-d)m@QhRtbC+&vR`c5i$jo+2AATJ*nIUdP`dVrus8!A^+Uh0AK{8_v8{WsF$T7U~-A-@R|S!1x>JnD}5aHcLX z+-TmO$TACa6R)C@w`skGI|d;W3R;8&&^O_!2#4=Ip3zaaF2t$~oI375z4iYm zD1=HmXR;ll|E?#lAblh^i7;J|l8Xf%7|6GjlH>iV;xC)s41bkk6opHyLqMwbo*4eB ziz^l(=pV)OdYpEljpz@*?nQjG+$WKfE?Eu^h%F;pOAR4m+DK|QSoI9U>G0TPm`NYm z4OXubYD|HiDd1xVTx!y}skiv>O75G(G2VP%fzDke>T zZMf3|5G#=>bzqsV)z&4?j!~~y6&gEt+~%RQjj7rHXj{rP=K3NPcyU86aq_dzBD<_n zdQfPWkA|DPoJNtTb;r)=3 z1@4rnNe4UyJo-`=kJ%yKlk7FjP)WAz9V8IRdRxXQH?0Whnq(tGNs{A69guEzkH{^k z?-HPN?{gCS@c#Z&38TMYMV=34t0*}^3im{RVPzq%7)t!{d4gyI77qFn{XW~NGQ~ zf=kw`G#6#<1?Et3lV#y8N64u*Y-I_V@oOyn6oAqEW2TOK!v24^Cj8U2ONXYZIXJHUtn}{`B~C0X;rKD)`eF?Vt)KUjrW}(0jKVX~$(~)ZV(`jNq1x>0sxu=S)<4-HcxkHV*NP>?-{_E%}lf zX#=Bu!i3;{x!lpd4C50#k+H>_$hXtZR&Za|x#v5?Qz|)U04(~zb^jt54IZeyUssUT z_alk&KH9bG?jxF)H0#z?n&2J=V1G37jUmN!1728SX+}~cQ$GIpqvSMa251mP(!;|(?LZOzNC63 zf4zNYv9E8%Sv<^7O(*k;@5vJedVHt~ezDzr=W&{*wX1yz8bBSP(NsLVjL`Mbp=hQ8 z%xBJK!^*DcfHyCMs$PKM{SUGZDo^=o1~UGm?vMJqYKPHo$X-r3l(>r5jKk@2p~J;c zF8+vcqYuU08P#B(!pa$k^Xu(9VGrZknDLzgkUx+!h`x%8>E>iMysiG?4n-kR=un}P zl(O1&F!0AIT=}2I*NYoBZbT`DB`v$eCd?+s@9Qcy`= z4Br4hyDDW+suDWiO0hxGHOVXyve*E=QljCRru?18@;m*f33#e|w^ z`nuKwhZjdGwh#A#pNx5f?~ZWO!e0u&Nyy<%Dcj*e>+QC#q(9R0)oa1B8>iS^IRWvU zP&&xwR4Z9hAN5_2y`2HG)dR#O-4$jmsqHV}t~HJ6+Qn^Q#LOv{^8G3p`)*Kk$&#Yj z<3CGd=Dfzxsg}t!{|f2d`X;r?OFSW%(bNd_?x)?xTZV}U-!UGqt*k4?5tT+W)w}LzIRggK2t)pVaY#U>b+(A=o4zX+D!=;A(?pSc1=TXbAZusxWrMk40 zd%Z4Ak>FXCTzmDTgw6bDkdriXKMjO_j&;Fheb=d4KXpr^6}zrq^+VGU`b`7HVmMg0 ze9C7g!3|>u!BeESwh6A$jO@y#Nl0}f{yU@kGvZ4r4=ABD55YV#_iKk+FsIckN4z?d zvpoW2kKgpu4fF4k`#pEA>t-prFt|uGcWIiCNPbar;nek~N?3UPtw#XXkzz@`KG@`k zQ?apx_}`=H=MU`Kf8c<0+`1#h^!($5c`ONo2gSDx6bE2vA!iG!h<{w{M^ILmjcli= z#+o5nGtr0f{OHzbKySey9*;oP!jeEVmouda=UM2Widy5t)SLZg9zlZQfaO+;T@X#_ z8_CBu*cn3_`h4xNK+d!_#GFiyxWUTGXxB2{E}TTp)GeInz1Rdn18S1*F11^@CKp~U z!J0Fkck!4GVv032*IZFCunez@Zr4Nu*72LjFi~uT9gQf>oC5HK{Y-Tnc}XpJNjTOX z3P9@!P<>2-)OMOtwRia}7>i{U92`k9V`m6aU#veAfXY_DC=)uW&A`XPYlsDK6&Mf= zLQL^Xacv4H9@lu43>}l=EKHe#+8`X!cQ({C1N(>QJY;JV&iiqgo{qD#Bqm9q#8460 z)E;aEQ*^bUf|0h4n0-(ysTDhNJ|u6q?4llg?%vXvdl<|+dZ|dTMb|GGfFa})1}=h) zc1p3&a@AjH52G;myu3MSfle?B97JGhy_4R2_)`2~Z?)HQdOVX#1A9j)us6Dvs2*wd zRE=O#-es2bkQnu-J06cE*^`ST@fo#@gJV)9ZIOOc@r1d9#1juz-OJ{B8l^IklM1?? zZJFq5RJSL)nBJ7gVyOmdpdB!K){`|Lbi6Pg6 zM!p#+RX7`4gHQ`9$~7aj7#}BBdM4*Ko7Ivkp1SnRI8jh#&V=%3I1jj`i0`sd-8tpj z`_>M81E<3GvI?rZvb^R&L2ZW7iCDg=F zh5XmI+fkwvSYOpy210Iaw(8HDgSSRyYVfG3Rk*{K6}`i+8*kCM(yqjUKAhj0?pKA6 z{*bSB&)Jct&OI_a^mD@V##rBPMkZ(?E8gVfQU7O6+6`pDvj~7-f&3H2QHWh}k@ir| zv`DW*{l8j2on5xkAMlIc&W1l=HC$q7pf+9{d9+D-J|!DqQ_;Q^-nT(}alf;|w{}DC zLPVbFc?gKdl;Z_aQH?(N4x}jIkM{q8KXQ5ggJfyMj@b|yxuhcrG%wZ-FCAtqX63gB zO@zsthJU5%Sc{yi&KUTMS^LGm((?yHa@%nZ>!XMP`M{r)JZ#zh7?G9KKA|Jhafxrbq3r5~f2_xw192u(%azY}>T#P!-P9N%f@Qy2d|9_!dDLp?fUid7For0jsuu2* z{AoO!LT&WBlomg4;1~WJ^3lJzR4%O#y*EydW_iovtcy`+Z`rwVaCsIs5Z_I*l3wYT zeSp-ku8N4PCM$DblTiLnA;V@bTsj@ML4=Oocl}X@Zk{$%SU!+j3a=;UDA8*I6eP0z zCS2D{GV|Drp_wWxlAkpQ1MP5CBpm?8M*@x51G`Dq=jx^z(K+6ue^$kRd+NF-(v^uh1fNwUCC>n3uv? zwzV%A%Q`|))1=|2o?we&gH86{EIv%wTU|yyBI;U(EH~J#Spe^%gb#~6yI~BY$l(tU z^H*>3W7NM^D-M5GZd&;0mGQ9<_SPaExqKXRzB!EnnhXD#H)0vhXx#LX%O9h>%)_q? z&vazC4McD-vvvu=s^@Z654HdZ@Ic0)8 zYcb1;!|o{}iH|fuYANQP5eDW_{7<4hhTJ*ehRM2ne}GX`4>1G#$a<|$B&9DIOyxEL z;yfz}P+;Z(pNthSzK>Kc@iSkL6YW2Q_hP@3wQOs2an7s!HCT5<3xKDM3Ex0QPDCvc z6=;P_$4l#*OCRhn*l+8}Z2uWUX+#wFUj3lU6_(o-;3eLkn5Ls$IBxvPD|~mpw{8f8IHbc7L?Be6*!ZFwEpKFaxi>JV$70_Ae|14@6i6SA zSmX}b_|LMIM=eN`y}(T)>oCxXUY^)WU{_Y;U|rJL2RiipwnE!QpZC`}<+bK1F?j1Q z(>-4y`Jj~|*=&V*-iXDpqqUKdr2X-bV&b!rsL$b_`vRoAXcDtzXn~gcN>?&-QeF0D zC4jj#%84Nt=4oe2PR&F+?i3$&I%#MaevdTDup^3_FCNS;8Y6@fsXi^-HmNC(_RM-JEAKWQYL z(h~TY(MX;2cDnRFScf+Xx+Hz2cC+>Ja!GlI<&|abRl<(jkTljdF+ZLP`;8 z-7|c&BdST}?1z9Vcuij#!w3Oz7IBWS4On*|!pp5*u)wU#eI=HVTQZng* zVxFo^1m~xNFtU3LTjJu(`+E~@p$B|#>2Mfoz3qO`7org{`(5}bmWF%q;PZ6)mZ@%p zKqXeA`Rm6@bj+W_Fb*CwT_2W-0{yq22LHK3GxMM7ab;Qe2ngxVwo+di9g>N4XbaxH zRCdNtwu&({xG~)AE|M>@tHHU!D296B84*b$EvXz84rV-=n zx#c=myoxSXmBmjHL$*TqYdYU+h*5>WS3%Biiq$BMxn$OYYvb9p-oJJ(&7-UEO#yWo zsOkM*bETA?ri(mr_UkwnvR63Xyee8T#x%y?)4C97^gRh^)i<{242tp})wwa?H1Pry3W{PRKyqh+vjkIvkYH|N*;^e*Uh%+s#Je6g zCg#E|QY87}TCry{u2IMs(LNsQ2=tCP#r>a7$JAwudyFc&&<@wES3~?xf~$}D#@`V% zk>+a7=$T+fCtDYzW+G#tBr_7PBvwDFywmNp);_!C@2+ z?_bq@oa=$*Fb$pSov_6svx^o^{n?S}Hvko5XC}YL{V!#y--ZOM?71Boz}0WRLnsYF zH_9f|)1-y>&D}dQ$+f}F@EQ8JlM%b>PB|#?3V?}rt-CWPh(pO?E*#@F@$o*Iuvp7} z_CP`*nQ-uUqOE4eK)FfI~quN#;kV9as4hAU(~_`C;$*^S@Ys8~?~+PaW!WVx0_^>5`yaf1C=o-QWqX>w&!z8wLuP zD$1G zOx~rK`+S_$v97{PT}WelW6;mTCRW6U<-CF8c-<;X?B{$Y0#v&QXWu6)wd;UI|6G{C z4vIFj+9n1C5)67&dS=uOr!O)0L`Ruzb~KCLA|=*r;+l%E4}C5X!5KBs&GLks_)O93 z2k9RukS0rpmswl%_ng8s+DiHvLagd;+N|E}bmoXA|4AN!=^U-|XXNt*Gf5Vb%PPrm zp>O50Q$j@;TzbKzK9{i_&XzCFFg~q?Dy0Gscp%)$NN)SJDmePp12lo{a z05Ba|`LYk%QMViYJS@(KV{U3uaSn*Tq%HAMRxn?iAkk&*tA%Q;qL@X&ZUQ-iYs>Gp;=1Wmr#m;Iy(X-wKbeEI=Eg(xsJ$PQB$iSs(qy}DK%V~p1%KY(MvdL%6W&WO~{a z#AZM!2MVlD5Au6*)c;1a?fRT&`#V|lo!FeP z1ZOnW6DKK(Z5P)k42kfxh1W!t9Zrh(G& zZ(>hgUU_O)9#TImet&^&)JuCiGI zlvx`6!y>PwQrAgXRV94kf>?_oKOg=&y|t`-;fz2O3#6ZS4Qf`PT~;+&Jf06`u@NO)h0G| zPM16xk8(}4KQ?zNhjdO8}j=$aIP$XicV}dSU`po~C zg}LJUtTMQEA!En}A^=T&(=^n}5(|JT9>#xKAz>W8+?!jMU&VQ|i0ub}^mCq) zNk@t{CZqtMVh6sd>A-NdxN)=JAcQ!q)f+-7Qbe}=$n)d)0rxr zfXj=G(ej)8(}r09gTL0}e{2mTNI9J**K3BIl(098_oNSg$R5~crX3#?X7cJNGL@NO zr#&~jod<=3hlgwvlauFhT0w~ITOrRO^ckuCJXD5jdcG5lgvp^qcJO+<)=1B2#C)LsP!yLx`TK+#A zu!6)yE0UJju^a7J$#Q5?K6Ln%Ct`>T#DUE6tv*VC|G|@Ey>_?0y#VNX21hK6=y9Yr z{C`%Fa-Ld5NcZMgNO8$&$~7Vc#Pg+>&W-;u#sJpO#U3Qny*@Qul4v}`1?zoN#^EWx zl2IV63Wyop<{aR`v_NHPVk!D5TAl0&srlz%x`_myzJGIpEvt>cBMu6%gs9 zcwQC|WvmxC`1~C2I+WOgH=~-(<304hSuZ(LFb2uvanQGT9Quw~o=PijM0UbwLI=yv zm-(ovqSQPVLK~D+AfOLgdlX=$kl>bP`n6Y z3VWv@PZ4@a4{Rk)%o(}rPMS0a%`5t>EQ zd4Y6EAGtcXQh0_7l6MWz%l$;vwZ_{T1ao?`uqU6@h)=mf!3nQ3J^BUQtL{Jcz(Xyd82`N+&#!aa*2Lsufb_Jr@F={694MmwfHk|y(v!`?2s z?RM>|al{JS5zpJcWojsZ2P8_dH+~#+;6-0E?udKBu!rt|mU}*vo7X7Rf>@v29R=nC zz>dVK4-sG4X4+(mO+@oX2swhV(vJ4GBKmaW!GW<5;K>svBVhN3pIPWVjsi#WzWfG# zxQHUX0cait#nD6otjQ@LYY?sGiucmT#;Qz9>`C?AzX=1-E#M3~9D2#OF#>=El4}#U z)on7*x!P!!O1yJ{Saclp6BKdgkB{aRWY!Lnn7QXN z%SZk^v1i9TW^^~l;iK9_ozTX?%QK^(j_NDflY(CZPiLCS>cH4R%BTx4r%I!LJ0Bw| zCHG#lT*t&D{-7`r_syF(e)}1QuwfFzqK_XDv&?-cXhUwH-M705heu!0;GA_Gh$)i4 z(P@LuWFdZo>tB$+HwV47d&7I%2o*#%fA=c%9e=z2ud2e)yIWPT&STT!d(F`Fl`s0W zFyX5gO+}ja0-Jh&Q*Jlw+!3ieF$#xl`5>p2eZpkuX)F{DWae+16L_WqCG%W~4ANh9 zqUN~{iVu@f8pNg1@8s`dLDPT2V}o%xYSP?hqB!ZACuP@dyBZ#i$!-3nQ;F80UoM8!|3FTC%A=Hf*GW9l&v4E8 zA9-PaOrfYE4&nx&8x0M6o}c!L3^Z}e^trn#We~QH`@G*bHgURsbeyG^1&anSlqlkA}OFs@k;wN=9}fAU{8(rdI@Bo27CjaIwRSaEd~gfroeAwOM}g zI*b0FUuTg(M`&Bz(P!>MFN_CXoTSq6=|uG;e=T6D^&R~nXg6m|z|2$albxfmQF4gK zD#^d4Rf%7Ewm|9FX=~WTs2;z{!(DmI2i2D8h)^PaHX)JP^Gl7^#1Png-ZYPFXE_a7 zd~M$BCiF!fKsXQ?1`Z5>xCpY>#pZ3tcRC+2-)&o|%YhnwRUX=w%`Tp`$R8IV@P0L; zajLZY&D!U&+4wV~kfX9Qdky<%$Z<^Jmr!cuj-qdFa^`hh&5tBD*d%p7%(i_+zOSlK zS7pX5?~O~}L9N4oXjm8Jh0SIMja^LtT$rm?idoH)%CNrXzIV9Nyae zb;rKJFp_6$%94YU?qs`X6#zjer+aE{UrPOh4gCOzarEc+VVigd7wX;uvxZsTMd!@O z5*Tpmi9-`Mal?rB_Uwz9pZQY;>N#MimgPzcjg`TVIIvS>h_Wrz7?DwlS4#HUO? zZr{uMLpfJDkT9c1U++tgF@n{hq%`w5h0TULr64sl}!4}y$TvwWZJSC8M- zB0ht2tQUFc8+~PSacAIvu9WBc#k~D}X70t3iT&^VW9Qduczk6j?m-SWaZ#CLC0WCs z=`=~za^PL+>beyDIdYS$-!vVF=;+hK zl?F8Nt9>lz-RwZg=ZcUVG+CtDeDSSTtD3R3y;pz(r*gqN57hCaudw^ zGW~k_>kT2&rFuqt$kaQ8thqiW7)fVZHVC_x4JA`}lls^Y!uh*xpX2r>E!c7bq=#)A=QwKl5IkrlaE$bFl4)iTs3zt<$vo ziv-*0z^Ri#0?3Z7gY$_H5BFbSoQYxvcDvz zY#xOVHoUjR3y+2AzT3F_{JSkd3Odhqxmh&%bDf-dp}NoRISAD^*dy}ZMYf<^ui_!H z-jo;8+lD0DtDPl}aI9KoxGJ?y@*h7;^(xUQ2oxqx9~4fz3%|HH`f~9?SAbtF_^*Zi@;C*>9a8pPRg`{u4H@`!3tC?bFE^joG~Zor zw0-ft{ct+Q%ugY*ikmYYAdLZTsLA};u|G*U7f#u)l_HSyTw^ub_M5b7)BfaL1S!9> zN*`*gxj4g83Jo3o^;{Hh4)bo&r7Hp(~R8M0bYZx?A4_Q!wb zy2M~Smx`{YN!nm)NlcjLpu=85lRB7&*nWIkBRS+xi7b)frHFA_&gqJXQ{8Fv__Ylp z*DC*(gu|5NoA8D|9=6G$-hE?t>djTfqbq3_9|Uc{koZe@y_jhEVLAVev=&yv4aEog zxBf6y!9lSDzpeYt*r%ru$-fU5ho`4X`uZe_ii+CWMde&6iHSuO73i_JG>8WeIBxY7 ze09m```&Rvr+B9$diNn=ao>zyuWEu79;cOEGz@_ZZHewfDK|lex7rWq$!O<4X)H%y zInTj9pt=i6&;BNW+(|sqq?-2B2jG+1ePOB(b9By3JcCCKe@9P`#-|aLx z^FP`M7DSVPjR<0Vz%l|np1%_hnpU(Y`5W=id_w2Nm|}rO6Yt_-G0t+)l(jVH7w{La z!RevZOq*ePz5-^jw^SAg0zYTB*MEsIJ2=z_208zpb|>FlJiZt@E(sMqnWs&_J9W8* z^mabJz;+u`A6T241i{S33yJSRe%8x2EBvkc9bd={9>~CK27-ELvGRRmM}8f|qC9M! z#0Od3Zkst~VCmn(!BQ-C`!R_wZ-48eXzm)NR^skt-V2+Kf^ew*PG?8&_nr%9)65#a zP_rZ;tmXUuaRwU1{4MIGQXn+l4MbeRnSd5yQbrR*t7gi5K9C2NT!dF^_WeV09qB)f?$Wvvv6 zED3LvC1uDmcFC3`gc)NSS;sz>G3Oe+zw>*~Ie(n<&+&Oa^T%W6x$pbBuj~3=+kHI? zyk**9;i$Q7-*T}@?NmMb{9LGyb_9z(vi;@<`lMGsh9506;ifj^S31VK+LMH++W|3C zd`lqa_;nYe~UxCgY6fjv=pG#$;9{WKi-B%(W4N$oRA@|LjHx`njsofKcewi*m`F@6+yf)*~D3TOH6ZL9~LoWi- zM3+mlWzfOLq|#0E?N^X>l8<@h-;Hx?9^uGKPKhn6mHt4tGI+pR;bVNh7Kqx1;# zLXRsO?FQWfjf8@ta+hQ-^H#@gWI`-5A43bxNFL55nm?L!fq=2WoboXtSLL`2$`zE1 zvKaGxQ%wD8)c$k4v88uq3vuUDx zCZ%G%rDDu(T- z`D5h6yf3{&WZPT^`l;a6FJERLXE2eHyq8&aK0ra|1M5Tis6SlIrjB#E@_WQEK;_kn z&SYQtoznszHj@SVyk@F(%Y9ohLQh^?)zYqWVo5WwF|<2?HTC8^d&-|L;H3P~oD

x(y)OH9X~!)!d%_EI%5c+d)kmplmx`w2Fu)9ZBt=&cI6 zR-T_0cX*K{u|GXc)50QvE`4a-lK-NJosGeBI?>C7_Kl%4g9g6}6`SLmWo_|{tjYv` z7=L65bg^P#MNQra26P;)7 z@aj}8d3m&&W#xkFX?JvEEa%&e`^N$`u{pua%uoPlSV>5BIHoOKSWt6%9j)Q5yBb&g z#R$q1rI^ES7Ra3yj)*@1NAQ-c`eub|TG8Y1YBWVHFWX-ZRG$mtJCjwK76(im{o)S@ ze;~Ez&mTGJEXuyN4?POqE;I@-4U+Fv%-vm%nwlcZY=v|jrH#Tnl_%?(-4}&yF05Il zut7;w=ZI?^PWsNFw{rb*+y%FqmcmL|+`Vk91|E6R-8=~$YF;93KA$o7avK}2$oW*u zQ8x>x3k%;?2>{Fe7KBl`77S#BVl_tE&M4dTt*XM`ar zbggtW&8kA5oXkJCh73^}9-8)CDXp;BArs%3FtnR)w|{+!i%)k2INw4xEED9KQo21$ z4(DFr4fvf`eKUJ;dZEQ=_MA>F{B!;fGofAJEnI$_EhDdt&`7$1{c)!&%{8J0ym0ke zu7C#KFt8!0%t&>M<7$44l@ZW%5oEIo7pNxp(A9A`P=z4>d_!MBK>xaxe8JAB9bp#CfuCRq5oUg^jUHQrB4lHFhV~={-AQ z9(tORv)I6eCT)r8a24_|ea5|eyvv5~4!V;@xiJsw>QtFoSw|mh2-Lmw#a7r1ax+1? ziC}m;Lxm&A>y${}Bv6`oHwsxb*vtcV$ z<$Te~n%K*_XC_v~j-5BpnUj~&MnAS3x{|^cD>d{DDKg6&mmxN=Z+`1A7G=?P=zLh4 zm(#L_fvo5~qxrYZ@8Wz3(zZs2(wQ)_emWy3FI-bZlU~XD8MWL7&_$XKwWMXMzaOE< zgb>5S&K)y4n8p${`$dJru~yx|GXwn&8l3FEujh2g5`pk@TJ0d3Zfm^E-jmW=o`a_? zK8tL&d{)U?z|^HO$?tFy5;l1E31ji8MZ`#czHe5okxbsg)K9|$9{H8QR=u_FEld~n z4*t|$>bLXLhr!LOn0~IIr6I{4WcRC~{KK{@94GqHo`iDgK)*0$L%$$4H)^r+N6v`i3EPw2o`j9}$xEkv!-<;=3f72TrG%Dg=zu3BHw-Atya`!$N2g9H#FDZDRv0)V_calXU z-;76#NOH(&Px|K%mSZHOm|a~h8cZVyU4uW6w`!58fC^9W%i7q;)R~1#CD~%=YV2Sv z+sB>jXPJE6TOB@mSO}LZYLp7dvDtVp09UceJCEmBBut>^jWHcT# zMHTd4i1&2N08G8>;}4_zCo zq_>YXbJ{~(1poHca`%+Gq6?eQV?&-IX3T^1eU|dC#fzDtjPO2zW$)gV=v$xp!XLh_ zCy}!FnQjQ{Bl|4PI7@QE{c=AY7!Ep)Ow#KW@7V4!%EL7IbkhR%q5vg?! z;?bWcvqHAv%c?jWzxC~dlFm)Dgti}mG|k#-C>rFIr^a^DU-%D^F13*>5Xj4MV;{Sd zOI&7UUw;rjT-5;)?91V^EtqjnWn^cG?TW)&z5oF@j?*uFSPZu2?zg1k6TQ?HX<>2p zMM7E4*XCSm71iA$2GXy>1LWf0wKR7dvm4vPd3lIl#>BTOoVWwojl~#Rm1dpu`u)6bU%TykkPk9q5G!kGQ=4Je1VeTcSlle_dJsNMPFEz4_~r9?DA;7Ck6gPX0?%VW zPqaU=7P{AW)v8{CZHG}h5yBYgy&?Wnw?O4V?aG7q5>o?+;==D2hN8!M&u-Sw0^geC-H}%rYNDRUmRFkbt1bCH(q>~p>Wpv z{6RjdYjyZ8#OUu{UZ0ky04}%^edDp`&xhIRZQY@#U%%pNC_&h zZ?-UtT1rcPApKlS(Dm)wPv-f@%I7fL7z47dQP7#ADGPSFaU z(Cj_p;G!)~PqjVQ(#iaKEmk&ykkx4FX!Fd(89LA4#}8U?v86@N7|Ih~BmE}X!Q@AZ z3IKZRO=X37$Gaz{5=XygNI{aw+{+%kCP)EXpjeSj}yJs!9&HE$aZCe3nix7Tt^8%>g zkfFJl+~dzR)ki*VYKqP>6LbQtR0LLR`WvWWBuXCDWq=xY=9rDiV~k-!4-zBt-~8dc z*#6{AQ=+XJ`(9Ok+w+PMl*&1dD?Q!z(vbzjtL51nHFU{yLY-n<%gg8OnU73lSW5<) zZwjWZf7~WUsl-~7r;VS#coEhzR#%B5djxH?Sw}+SP>(i^GtcVD>o^rBSzKSu+DHGQ zN%K?Aa#}D7d!wdC(oLukqpOEma7kGeu&tln5QcVP<6%~J2STZ;(_MG{PoY>L?5m;R z_2K>!dxqS+yzb%QINek^e4F*o`(I^2O54N+zr`l*?w+3e>FEM*&C#ro()gU}b4F1w z&VWIcIui9NnIf9fmY2-SRTWHfL5~vt=tQfh?2SRKrH!PH%#S{WKT3r)`>O-d@XR2{ zz&5~iWuGQZOCP6f7Ez)TP}^gE#5xA<@?JaV??++Azb~xe!PY&=O}e3yVG0ot{!z); z8X|;m?F?ebd`bdr(b3VxELmZQ8tTvNtX}_lTFp|jyX=zCz3AxucYJ*b$}{uxR~;Nq1S#WMo%4?# zWIq0%1YivFYbz~o6DFt$AE;Z$P=a;z^gyV@&C5pcQGn~o)@O$t8{N^vkrE+`F+BYI zjUyvM0{-J1L;i%9EvVC2q5t-@n1%|N^>Tz%q)0~4fz{PjqMuUv+D|vH-W$gFZVf?T zs--NpU`8q_ZeviB=Q8RBoHF8m{4n}ZRyLaE-C0M=22JaeT|x*=iUiNiYq)yJ=1a-p z|E3JqOl*?i)6DZzi{f85yUM)X@~S!sk(oA4|1W0Q-3rHcl>hOg(2VDA4%)rx>7_u| zz{ULSzfeGki{&Zr)qnhWG0ADCem$J$%m4B!R$#Y&RRdOn>0AgT}o(c9bG zf0xL|(o!Z$CLn82+n-bao+|KOs% zCC-^P|KmnKZ>^Kc*1+}QyZ}hw9fP$!A$Hv%5K7fl2MQZpXuP5)5>E4n|;RE}sDC7kVcXx3RB{MTK zBGrUJznrHX)j7!(la-Z46M|7$=Uw$5)gj1ZHdsKU@V6@rjEo{%1X28m)!@+elo6@@e>f&^g?owK2p0C;RP}-czh96v|KCjS{>E5QY*W~T>VP9GVtANr2 z^49wC$A63*7u;Y(z_zBSnVRw{gL5)QUO-W#2HQ6khZ!0*Lpk%r4;?zR4f&%^^3M0` z`iuGb`Pci8h532=5ia0bRhCn_ke$Djg*q+dZuQqDi<#DE_)qfAFK^t=xSk=>dDE!S zqLs3RpEMS4aAXML2%u1$Z{2EK z?X%Wjr}1iD%Ajmyn0&h9;^A+?HND)J(%#qz{r5#dQm2Hn!vJj6yujc0ob>89OU^Z$QZQl!oZR1K(4NS)+HgXE$*cb5Wq{v6zt#yF0sOf3f z@?j69m9J`kI~#Cj6E;DD+5`Oe@U0ES<_Xpw?yuJ-`~?L&5YLHN&xyt(SPHsItPOx-t~o5P=c zczAhL&CU6=w6u`q)js=xfWs$FoB+6!2jPirT3FA{&)*+gVqdlqqzqia+e#uSP62THyAzT^58vghAvH>KoC4;M@u*t7I*Y>y4i68*N}7FZmXG);2>{q+ z7Zk*7DtTR94rL2MSW`Cpx^cJ!6S2rH)XsAG_!I4syOnPiIGu#)=;)lCoolHy_EU<7 zt3@D?8R&BA)Tzu6{WPi9JuZ!7UhwJsg8GG<()((Il&Op%ZJ_5v`+$>hE@Okaxw-l4 z&!78$*IY3O_>CMyM+DNAZRHuqYpL!KTY!KXG-_=1AeV85Dc?>1wX>zh!kIWq(A3RlC z?FxBA1Di^0lt93#^~wf(Z3MT~18yt7x(~ao&dftd%b5Nru7G8bN+X^q{7<0ZV)?HC z3SjjAdE;2i&yQ}4Q`rfyyH!U$s#lGIRz_I5nyrkXy;VV}O2(~iHfQ0&Ypp55uk z#C~+^t9LA|o4ZR0soCi8JWKKdf0bBZO?IuDJMbG|8~Icfds%j2dbERpqmXg>sk5i; zLXe#x8aGXqdv$-CU4GhXDZeq9XKA*y>s3JklX3=ITe3t81QO+)2ERNL#V>CdKn+ag zLJePu2{U3>?N?V74^Wjtx8Nxh6u&<{?MepMlTIjef?g5u=EnozJod?r` zF)KL|_%EVGdlA4uMJV!&vx`e;%b2RY{qc1F$&{*={z_ko!kSIjgIrv%K7BgOrm`(5 zquW-wK!pR)j6rxN>r25dLF`CdnPVQ{I=vq8UJR1V-i$7^s&z>rYmUj91kB~0~km5+zKn` zx7HUJ5WvepTZ6b};9IMJUnjOyP*jg=SE;381qo$SC4{!SOvesn|*cE*XUy2PshYi`&ax z*`GdbKDTeQld`zodZHYPkf@UFGxGzVr$Rnm14z%8?hDX3d-uZT*4AQa2ANrqLTV}T zUBLQVqw~@O_6u%&){s2?K)1%oJe+qF;?f@_Ez( z_(Wv@xe)i3yHo@%EiE58@Iw6+37$(8X6^bHa1T5y}&z~6!D<%&k0v=6yXKe8sy)~g}<^h}sT@}zS1R`PJWm%=cuEb{U=f}U^y;Jw~U9akz0Zwk*AY`zq zUqg{ja>?)&#}wh-cdgM)O&*1_<$lqq;uYshR# z3vr_hB>=n#{{VwU(5{5X%75b75Dw?lXX)(W5h>PIZ1!&1LuA+dY_yAz`4{1GB!XKF z&%Fh&M^;wWTe+a1K+W1(5OMMODwU)#sHzy3+WD8th3&6F>%OY0;%ALIzOXjvi8-RL zw78e5V3ZacImm(W6+*P}=%9pLrUaQbk=*f<-5QR&+;_o#4)XEl*dX%A*V7~Hra zyHLjQTM7Mb$A{AZk|>J56$3HRP*Bm z`}6i1-aWeVco4M)c!voQ3^P0|B4ZgHxHcQ z+@0^^WIoR-4v8w_o)GekH9+$=#II{V`OFa0*Q*#1k{2(sU~p{7Z4q;W=rMEL=8rUt z#M!f4uI}&5KJM@6=qQIOL8?H3y5Y7C;&^yv4`O6BV6o7*nn@lPbPlkuySMk*)*zK7 z{HC&^z77wwbSee}1`-(CocvoZU_-OAjs`8K;;twOMCIrAS9lY=#0hB~OA~F2Aov`# zw6u&-4b)%ieeS$C|hem zNx!>7a9~XL?x6|VSu~@8qJRX1pQdM{mA`M+#7H}v$YBn4pQIP&swqhd59Ep$MewC9$ z2hM%@bbbMK!PuQO^cWcL7sBd}wwTrl|f7c;koqtWg)MtR&3L%_9Pwe)C_r zVr-XH*QH(jT;!q_^nlP&i#b$P>)v><{-%f*{l9#6?32Ipqp3z3l>Lw()O#mCl^Vf; zEA6O(tmdv7!``OaS#xu9pbVO*X595*{=Z>@8M>AK)0TLkPP=c4^Y=`Cf5y=NP5j>@ gtFr(9+=!$I%JRQ`x7iqY6#;*m>UviSFWZFu2jNu4DF6Tf literal 0 HcmV?d00001 diff --git a/docs/_static/groupby_pressure_bins_select_random.png b/docs/_static/groupby_pressure_bins_select_random.png new file mode 100644 index 0000000000000000000000000000000000000000..4489a066182a53a9e863f724a54481f8c412c59e GIT binary patch literal 403757 zcmce-cUTi$*FB8V1r!9O3ZjCbKY>U>z8|Y;|p?D z48kVL*x5FjYRDj0f&q_8!lw`KaD)-Qj$;d3=%W+*@Kp;9jL{JA z&4oP4FBBAuQG}X$O(`<@uDGYFvHh5Pq2WKQbGe4>YT;NVq&4|D^t@oS-ezR);9#pH z*7Kd)=8>O2@%r8;_1u++n*i<#&{?H}s{iG| z0V|6CnE#Y`qjf7mp0lqBVz!L9!o9w(GcY;x{Fw4q{5#5!Mo|)d(z60Yj7izMw(qkG zyR4|tD8^Q!`bD~uAfR2LzxFT**e?Yla-i0$?cS1b|B0=qELSQTOZS5I^cD*u9|%Jh(g6H^ zkzEe!cXi|39yBhxMLsTtG?BijOFTNi{&&PDa>o5*w}b(jk5{wh(&t#!HDzZ168|+s zJ_NDYg*tXzJBbv@3=O?i+;kj_X@_)&P{v zLu@BiXLNG%ix?J-=qNDv7-A#hEx0+fqfOh%g9FQxw6l#}+DcK2mzS4cy`JZ~h57&1 zDOkEeLckdBr=^0(RbO*t!?G)Q6>oPl7I4go3tqTu^0WQm3!Gb~Dvg?cz@!_v1p4U^ zH}DWB-tI;eiuKpa=l+W% z9yL_71~BaAVmT4gb=>NvB zQI(#^*nso}U$gUazdrc--M9o?lBae3w)APV1|F}d=pdQd$!#1Ay7Pe{r?KX>mOVt{ z(kLf9VW)+Ulwq+v?cZ{Cd#N?7A=RdmCqMD=Ong_pap9F5epmc+&pjE?0fU%;K#!^K z>fF|o#f?#c32WGR-s*xC_?RO22luc=A=3m+5j zxp#>M<~TPziemCmK|-taVjq({EG6rybsVjL95}6kvT*15_IwQIAM&44$Q8tAh=~f* z0QwpNww?R&4uswTlxuQKLLdW+b_HXHhlfuw&gIgy>0tTnvRMbAU|haBO{)QZ5&>V0 zfqk?7O&`o-|7|#2AddaDiy7uD!*e&w?kt=I{qbnI1xZ&mUu8U?NNd{ry*z)|AC@<; zUtTco+l9zGM#6GE@9LX+Ke#9LM-$mV1^|7rN)U_0c4 zv5g37JWfG}9p2u4_DbZ# zO}-5S9UY$2N;NbiI+}D^aHp8%hT}XS4;};$L?3`LFQGTbzW!s5W(^RqqaXu%6?*gN zFO&GKY%xO+s|k-JPJ#;5O1tgL^ZJd~&K|CvrMIBhY&`x&seXc6ahCrg)nU3vkB;1B zOgenH2bes`Mb`YRkPW!JRtj^yE4EG9?6f$2gA~X=C7-W0UG`4P&B@u4fL^`Te=t8J zqOODaU4!|7`g?T-Z5}(x{k2<(GF>nPj!Kf0ncKFd{(&4WnuU*ia{lJ-*X=48u*V2@ z%Sn0*=o1ctRZ_o>%rELQs1&LGx*|u|`L|Zj(f3!&GtQ^JL0vR?>qvZjd=ublUoP-$ zDA#jb4807#VWc$&^4*iZT>pwo1#aVFuv$k5PZti}+}FW=ewjHg?a>8TG%Pm+bA?98 zU=d$?2>uf=75^PD=`j*QxCC=?wA_JR)0v_nkWFMPr3}NdV-6tXYGgIj)IR$Rm&Oi# z&A`QYuahJGW>d#Z30w%YBG&?OZd+e+tl1&e@RQR3Reh2~woR1kRh;5DBPyVCoZc?C zj$`cPgx8X;-hHdTGu>vZKOToSk0}@~*eECb$36Y}1@i0mQu~UESi3OiHJ&%;5M0O@ z;n+%}&S1N7=B?FYz0FVHjW^BvN8&NHQU}PSy>CNr#rK~9q3~eLpK_T;7Fr;YkG`D; zrY5-T|Cd1jl6!0yQZmshQ7RqBG2cPh8#rtg9xMV6!J_O18Nj}6|FK2Y|FFfKvM!tr z(*fofnPC`i5?jRX7#a=#Lo6S>HRNk(xSH@m^|eCz!Ywmfay_n8CsSQBJ0mo8U& zHD;Y0!UiyCVE_HVXEA-7$<_IJ_yiZ^Ke4BYA-N$}86g`l&9Clg1Wcy{*Eli-{h4Ys z;>H2&A~0j*-&`~mBk&(Cvce@qQ(uLT>N&#h2URU+5zi$zLQ*Gw&sF^8S5X|dwq5_O z2sC-d5{(lxq*X#J*vkR2>%C&qo?6uE=>W^bU){E{vXcB zd-pFD;dqwC{IZ+&VGvRS`$uDReB9%>4dx?LG3Su$vt*BlQ;sr)23*HNt`i8+?Jx2M zO%4xmGzVyd^p(vb1o~|wD=LTQzn*^QD zNj;bT8xo3Yi}6!LeU@!3GB&{jRe#;5t4_p(e*k7qT;PYHEsEejGj`2FvYCmxr{AVvkQaJzf{W^bHG zU7${^D89Ze3I`!X_e)YZGDcSXw&H<%@+_MyI8_!vV~&d$W^>dM#Bb-N`H-VI%E$#L zH~*nYoDDB}$x%CikfF;<(UuhtGCY~*-KPUmWZ(`a!*611=G z`W}Y?(19s@6Sq^yalUeY*K^*`&V87(+zl7aZaBF5*3>!7y}+4-@aGl_*3azxhrauI zC~@*LQhgJ5LM#T39hX=;O;8rZ{F~|}_5M@DFxym`cBKCmI{zeZMiH0ozk&#iIRJnD zx)+iQ!GS0N<`4S)uEuD)8WJtjWEaN|Mf&4p>BKvI)26|7Z`>j*;{GoFs?&rgghd*W zHQ~16K5&YwNYW=lFbEaSzhQdySJ8SFpjPr5|1JveZ*HUAnQ?zj!0325VvgY#5D;K; z`+4i1#99+{)|4dfybT&TR0){SeYeAumBgn>2DCY zY={YI)BUegU?s-Yr~gMui~Hg<^VgNo|1MuenFanc?SGDp+TsiUcN+Td!i59RUiF#G4! zr{%*|{+&D#kMq!pG6unG>x|3|-lYF`t#sXOs^b5-_;_OA=X^zyx>zaZ}UfA=#b(&zGz{?BWR+R|X6eTBUj_5WG} z9ldpX54+*!lKfvb`*#UN{vWsgs}#kV{CNUdAvUUq{{O7Pov#PuCMu%(e|iVy|4)nI zl3JM&F~HMZ9I0H&&!u|*ZwW_4Oia(jw9W16PiCKusf*qD@74uwNvBxa>wA~r0r5mN zn+0N-OWEqKYlmYH;w@f2t`0-sDuhgACp;)*JNd?PC~kL&8(ACV5`!P9=hnL?9zhv9 zedIFkHnDA+`h`ilK0n#qAXSNRENJE)AN2&kHr@Lmo3Uj7_=z$1<#cWiPBGgthU+`8 zcWhdnM{Io{j$Abt?t5nsUhfJmR-P`O#;dT30=*v1)wWujfgeG8kNdes)NYvgK@LNp zvSrT|fu>s@<%u9V6vMA~y$2Gw4}Xl+SDNh9)^%>rIk_!g#N#p50V(i5;pn=b?l^y8 zwECL7r|(4+d5tVj668(AuOkWJuY62hP88vv`gZvH-B7#EPI=jujYhkfO%+KV-#vud zY_^md`IwplgnD*L5!YksM^0JUwk0N;ncfvz9(7|KNy4om7iNu9l{JU2Lngu2X2|2U z@%cqgA~LqSEXEDE&k3%uC3R$q!x)uSg_zHrbnNeLx}MH0i3Lfip;tw{NiQMm+)4UX ztDE!AjH>l<@)=duhNZ4r3?EU?n;ZOn!n$e)ldKNXy9QdvxQ#{bmvcsO8UH%_y%|X0 zXW>E2SnjJsLB`Yse3Y*ni%@&-vf3W%lkG9Mw}uGtb9l~Z>!U?_hpEm>)>Um&5) zeM`wmwRzicXxSj_lq)MuzyWa`4hXx&DKy(99$9O}uXE6oR%zg1(;gGLONMcS>+ za>}2#`2vZPV4jCRycICo{x&PkTb8?<4-ZhvhBCEYX2y2U+w6c6xB-7+ylK!DLta~+ zo}qXnfxNoKI^YV!Ux*VgVBW0rH1frx1Dt>TgNQOD&`a$lF_ zm>S#&7w*!>CQkrk@%LQc|5&rQIe8pa$z;r5^GKj!rOPIk8`9pCTFiDfooy`Q{Qk$3 z#n?I?F*l=e{ltop$jFg#%ckm3o#VWA^jAfD{;D?b8C!M-Z#{}Xh}H)q8KaJ{QKlBB zg_z{9Eu`sdbN79ai=PEqhwbl5`s1x{-hm?({qgslaNR6b;%eK%#$LZt3dmYp-cbi* zrJ>#~DKWq}fa#H|+eo|wrQFHoR)zp?YpV$uU|6>J=j55(&+PN?LAGna$1J53Q%@nK z7dF?iu_JeR-?_SN$>-pS+O9f8zI>gi-?ED4H5O5?b@G=PU;@LFA-VaLo;^)S%f^k& zEu@uoBhKg|tKjhXt%f*?RMGvywATsxIt|X%9X7=FW&Yh%BXo?0l3k2etwA$B!bkbG ztwx)zK^e?7INZCeHHMDT-8Jt@o*Lft5K0yXFSyYf+m+LCr21W74{(dE&2K$yIRa+R zez;3-)Td&9N;fmUw9?1hv{gN$#Q7Rkb=H4E#vYS4}__-lYen5|3&olrO;1(cZ zyxaesNbxSCA$Xf^=FRd7-|1u3^!gC&3#Hh={SmvC27edYw8Ft6dDNj$4fL&~LN41O z1RP@%ICKztYAV?pC^E;fxgg}2!EBWrffFKyY0sD>n{(#^>1%|?j;v=^?y3d%;*Q=N z>D!WfS-160KvmSjI!*}xb%x{CAJKbnkH69pFm(cNlDFRFmaeqlSZ3Sj1QGWe%(VQW zL;Or24eqd^-Qis?!G~y)JWM33dbaaBP?!(m#j-Np9SQ40;dbKHAQ<5Q4$W( zB&UTD)>;K5EZXM03x5~0F}>9tE>YHY{>wB~F0q`sIbaC1`D`o0*U9F`{N@*-aHe(_ zz}DU|=kY>)_#{Hq65EuT-fEj{V-g5uFFWAAFqiISeVM_G!Z~FF!q`lG9rK*IHQl3e z*01zx=aF${rnCF{k6Q@~cGg3n=C@;R%l*y-YVO^bKzb|wu{orZCDJK8Xn;u6V|DK< zM&GdqaJ=->8|mDqpKSN24G>jhDyd|%K^brnXx*pB1?-Ewp$(@&FF)PS|H~j6{jr7L+2E zgmhrnsFuf{)_d{w1q{prK<)cQ+=rQ2R&y3<#gHl!@tS=i$V$V5kIx^~$87wb_BRbd z`ZOO_*9DYxpArM4x+ItqeIoc0rSn#C#mp5>&yB~L{dt1N({=eCbK#0jk7pFYjDsJ@ zoxn8NGGs0tr4a`sDqj8fu$yQZANT)3=BIYugJjt7XLFUNdOO`^m^%tlnu^?IpwsGtl!eoLya6`k_*My?BCSnzy(E+SxstxlI z_n;WjmhnFP=4tzWW1G8fO;s68F_hix(YVs|5k868640}DhWU75j!9* zSUKqAWWB0^fx`i-7#*IF6UYbh(ts2gc2Arq=z?_iHDSpY(8Vzwft`2peW1mFKMoN9x+O6A4D0BVy_&}R`)PAQB=})%%c7Ttu<`)mUJfTfMB!+Ry zwl1+r;iNJsapOT^;0wUjJUD3wVk|7(2N_4v0kAONTF>5gIy5A9ts7F^77w^NBTDu< z6_V083A4JplUFX4rz3r(dcV`R;27SuL17Yb@CbmCoJr>UPCd7O=A6z&chX1OnJv*T;{JM?*N7XaJGgwQV0gt?1h~X3s_Hq=w{mK01nUJZnf2Vz1Xe0L} zQUDWEb?z?hKXVVsFnZ?xwBl-T1{)(FjiS%qApaCowhScLqp|h924438tWcv|EUkz9 zy5DH4UewdwWilH7WQTnKxVbK0d{?l1AcYyR2iWkqoFzGe<-gZ_TCiF!o;xw1s@x2N z<@Xq71V=hI?RV~;|0?f{5S;?SW8jD9_BH#A+h1wH>7G0{lFLRNCuk{c1{EV_c;GOZ zmfTr>0Wh!zVyv|flQBOdTJz{5baHm?Lk2Dv@lm$muel$_etwgL2tJ|MW@cuW`#5e< zGC3e(ex?;585dz-EKNf3$?xM^q#uw2Df=GET(R{_xED3hHC4v=#V=?!x_N9>AV*MPP z{x>NFgERLeKil0PV6@yN5<&j!{wAm{Pk*FH^*X9$E!=REhb`GtLn@#45mNN69~_o6 zjk)=;s9JqBEaNe4ej}ChGTcwweOY;}w*$K+&eL^u*II0RfUI5S+-b0FBH(t7)Q)@Z z*|zI6$BV}My3^t{%ve%$2C1}2PE8laVD}#LX$Z^NP$D`8fI-Fkbv;w}Lc(&e7Yb&` zdFl_d%aW(x66@`qvwZpr;INX%x$%ZAb>r_^I#X)a{KyJ0`*YSy?B5!*L1+CHR};@A zlaz`E84H5%hq$jKNuC!-tGhq$Nen=h2}WK=Y?s4<)aF;cX}}$Xh{YdXL|(<wMLz6wyJt;3{fZ>OREEO2a7e=iEd$(N3cMQK5z+n~OM9+R=9x!W~NI{NOW3wF+5 z3C~^rq)8u?Fv0?ghp%|{OuK8ut=CQo0WawRI{?59UBBx(aeE6G5@x#!6DaQrHP=|} z_Lcxxm1y=XD9@-%FcQ`1AOsI@g4Eqdpr-x^F>-c;QeHUG&Qnwt*X zBm@-is3YLuwpNsM!eQ<%bmE#EX7-1@KjXZit3E75@>CtP{j$JD+4*7JfB{*vDH=f! zC~{r`uK(yv1lF9DdvI8Ph-6d)W((YA zvn)?D+_@hYnWZ{JJK@hKt|f^K&p6(>YuRTJ-60($Jb^}Gcgs*d+*wMhmw$2!#zPN= zLFfi-69g1FqF5aOXT;47?u)~l!9Q!GCL9?tMR&s?oZhR+)o8Q@M3#f1vBWLGr1f? z$yW*FxHcp7a5xZddsIIzU~pYJ61O{ks&3M-b6j0iI{V=?28$uom)zm_U3z=zL-mr^ zbK77vTt0?#aiPuHaag>*kyUG{||-4@Q$50>V9$R(LSiCWu)8jfB-CECE=0WaCEquOCE#1LPw)CE$Yun!m0Vs|Ejor% zj&3tu*=l@%?iWQ4^Je-f3K9L$@DC_HG^a(TSDw0qd5V(A?WT;l%{M@xdxEliotRUb zK8~uS?lyS~+%J6VT1rZTaw3 z#NTWv)NZ&-1TW1ZQ!h-1_!V{EEbzC)tIu?>{Ijfd;tx$3{4%2r_O{9D0@O~C7wA}=UU*As%aPUc&hkK7oz0TQbL%3Ibo0(I zarlv^LU5uISww_sJiYMSqj3sL|Db69hL2N)p$E+?10Mtjr{@h&@MxvHc%6=`Ie8>2 zFt8KTI3y;6;mj!T5)`5;l50I2ht^N*O?Jze_Ubka^-y=T`6K%CJ-lnau?o1&g(Lai z;ZnLq#4oZ}9H=M1-&l~(&OAiIm-?FSNjj-NdJSUC;zMt@APW`M3TfQa7mZE*I*1&O zgpr2}LrwQ&BKU|lLeJEFPm}s?S8WUj9?Pn>i7X4@RSE7?KU%(;yScXnng!+v6L~pp z)tmT3Ru%YvGcZTwf}_yh&v88qXk+}#W535C^O15xm{D!n2KGrMM7S~B*3dlbS7qNT z?Q+RNL%>n@l|_ii5BtIUziL8)L}bwCH=niN7)Ik)uUhBBFC?WQUO8NN_f)>NHltMpnB)Cl^(B%vE9M% z`|f?knq!~ua1wnGkuvJH8u{@=1pQmK>n3M8Fis&&FGa*Oh%JLTnA}q<)D;SpKqcJO z*@O5M9pzYexd|Ap6KXQdnqb$Jc(A|n=%j9ITUvjRU`}E6ikp%*abJ{@+}W0&633&O z;>n19Exelvb-F)3{v>I|?K}twPY>igA5gI&kz2;ZH^)|L3vHZ1S0>C?+(|s2D7~ck zMDumFxh}n15V-lizs6;$-v+rRUq+$L5H^?~U?e~N(3;-FeE=V{`8_J>icdQ`Us!f+ zf{?H^xJQ1a{zz8Bj5J&uVHG}3V8nRL03F5Gk(e~YhfZ)1^7TDdBKg23?OFBlJ*mqY z2Jc>T@Q6xLBxR(_A1+JOXNO5!eZ(#1h0fS?7b+#rmrA<^rR@G^ec+AynZ%vYehzOr zmxW78Wb<(kU3`r;(XjdxnWuBfSxO3>JD#Y^aHss`EXHmp78qwdW#pUJ$+{b_6PNqp zu&$vojgn94Mte&dfsa`$7t8?&XsXaS`WhOo{>WSQU7seIT4BdFc@egZ2 z+c1;U?c(w2j6z5UGBQr3u$V8;M3>ITtX9R zD!-5)RG}-(GaoKd-s+B!Pelo8FHNw*19kQor*Z!6AgO;_DPe_r_x)DrTS9Sar<_X9 ziTR;U+)4Qs+J;sB_M&ZOh$GiQ+&61m~CtJ&Ks{!3AW1f!=9lw@cyTW4c ziKj2};u>e0YgHXrS4TN~{g0*MX>CdDp$(0tgN@tMjw}(ie6FIV@1+GHF>Q9sJi*sF z@vD8l8hW z-gKn0j&M#569t>UA4re>GT(e#K&bVmrK9b4DDkT$*n&`Z7CM`M3x{`B1{QV-A%<{L zLGfCI_@bUl@wbDB9QZ@CeDB?BS0}S3V8zU9^)L1%llUf^hw~V%_GT3>LZP z1diFe=TtT;Zdg4Y>{zF%yupOYuUBOh8LK|`9EtnCk@xzAvXksFK3sZc8_4YNU3v38c^ft6dgq1X+-S^6F#BBH{?B884sAVWiF=`q|FWSP8Q_w-B5@v#R^&+S0W#~=wI zPiD+Qjb7T8EdqNF=q(0D$#vq{%`8aH=(1MZ@3Gp`Z;BRW2~*MCF0Ccl*12 z8FNY%Y1y(5-(&;hy{oXkFWJ_rgiHB5*-rCWAGT8}2|M1e!ni9>8>j|I?CFfwevZ6* zCHKl;kOSG2wP0wCS`qAEoX4{+s51PLF*x$gzHI1g{o!JN^Y~kV#q2%=f45xw|) zLHj56_KBjelk$I&?arm;d1=#68`O77_f_}*dAjzL=zgBo-bjFtsKohFTR~pc>fyHu z))HC5PJhy@8moBLaczsxUu`MM`ETtas~S>Delg{jM~5{&2WXV~Exqm1x#`eYToo5l z?YQdjjnl3=4a2oapsskOL_m0Pz{;gh)~*k5>CJ@-ZbatBq@ zEKe9Mk6xTmjCXt1v$2B;s|C}{w~NA^#lnjB;g(B=-P1E_?@ta(<{6-eFzqE@?$_iw zWxmt|9&o)UPF+X63}t=HJN*7_al&yB2dBIoB@TJb!vos*|I$oBeJ;LS=48I6#SGB3C$)d@QXu}JYPuGOKKkxZ0N;c$N?JkCbr9EshX3#yvh7s@Az9f`V&ss zk0yBqR(e%b7%$q#)VjSEzKS#R^UZC>ybfuAm^!c$n%`_zF`cIFG)4s}rMD!JttEY< z)7hte<9CbEXN>=y`M3N0rcdRfz6XSV*Q1cB@2_2Rq%W~MaIQDBa_JxVMgn?5C$A{t z-#5AgY=Z0VMrd@<&wS{${xNtMleR|~W!c;JBpwrd-QsE$@I!WHmQ>C$!sL=Ed~(u- zA=^H7-zbM`(4vGiFOcR{rYswK4oAJeetdKrk?e=hF=S9@lBe<=HlK}2b;cO9vlJcv zxX5HMG>^X3)G$`DY0vRmyX6e9;GAx$`c-G*$gSmRI%NADQw6m zYDdxPZx+<|P$2$`a|$9dNiOrxA5S$~0yCxD1(5*$d^xpv_+q{9INgaPDvR&So)@Y7 z0`R#lxs&Ug+J>n{tI>RTHbIedw_f%-tzfCcicU>_4JjGt`Qpc_^HqYWXXT~=PXU;v zIVpW9tSRC}aWvwIfyjywWg4Tp8M?u-^>SZN-LcVfWR%8mQcfkjrPni+Xu6lV?5tx! zFUNYz?=xkYqru*8sncrdch2T0?ya@=VG_%5HBed%6ZDa`6nw_5m}?D2FpC^#TP^l7d*-qASNPN;uYaeyF3&mz zQ_gR?2QteGs804%rrrl>BDXh`>D|ZdMik=n8ay-K`d@sjIRCjTM(Q1p>kw#aVfK_l;P$!<~T-5NS({NI+ zs?M){>OJI;Nj6oB>s(rXqQQSov0tI;Ew{@CF}-X_AjCmdZ6$fMFA+5EF3RjI`8&=M z&#oXynB{shN_793<09rHN@mp243RD4@g3uPT2eyUo7$P$R4N``u~YiIQBH|1Rp!qeE!~9y^Ka@GFEy=fhS~B zONDfVz3eLEUPv_f2BqH+RLepMI*HI34ECVarbm->f3>`N6E1S|TP@fNJvI7+r16jw z(w+Ar1@5+FSH-JMO+#MVl{##}2$-~vE)jmfE3%V9A5IgdX+uKZHS2X3Z-z*lI~qj8 zM#CUsi2&xoo9W{oKC62Y%@zg)bmiC3WYtMr$kh%~PVrf*vhFduY@q17GB$Qz6uu!# z*5wmjQc#t(JuG=jQZ-e&wU){5)3QVtdYFw*9{jD!$&9XE;l7A70~>)6d&DOi4SP_v z!|;!UpOgysISKP?ssdOCPk<7tWBjTsdVZmKU-ql(?Lu!Q5lTSi3ME$sv<_$L{r`ds6v#mn2o!y=@e z@9EP$jcnZmbxK}gA;O;vvn4`Cbh3}-A`IqldOr16SKqcOQcySOu^ni&_re4}RjDV} z2sN)g|L&3YzTDa7dv9W8jzT%;_P6G2(5b%u+3M4TqK6Om=<->>J`@G~2(qkCGV!-2 zQkX=W$@jzWJZyP~S7X8Z=VB*NUNu@%&$JBa_=dXs!qm_SYep8IQI3C*J@5ave*vTV z;w1IiXThMS^gEac53uRC@@Q)p{#PW4*3;=n#1j&s=29q??)SsPi>jE@8}khiSSB{U z)H1nw{d~fYDs3dV@8`ENP1W{Tj9}8N-R($yzc+TIPf|Y*KXaUBkQKAcTcG&a6^Ll!AB3)@9Hy2RSd_qUfJ-sB^< zm+yv?Oft~p;X7+G$P7|2c7G{LF5$K)j3y`Nkf-?&c00o6fVo8A1LRZQOY2CEKWEYc z`an)pf`fBf+cb4*F&;PnGFUBKyM4Lb!I{jS*Y8f`h&M28Lp7Yn-|T9krBYmZk3LT2 zgB=muE7I^@pU^C-5+b>@qGyLKwzt^?ByBXiyEGoXgJ2w=le~{Fx6;$KJ1y;}MeGd6 z6@ou}=#zdq@-$VRx0_3h=Q22FfT9|9o!6r6EW`mZRw<$%x4PyUd0-%}GniGni9WRC zdT=E<`cy>l_Z8+@UX6Zfp{AN)%(t^hgXTPA1U|nEBOzD z;Md|<`zKvOwQm>0C@de@1V?cl&@sge{fN2p zA}i3a!|Z=gcmid(k#I1|lTF{w%gT5XA;d&jRJK$=rQ`#wfzWsg+^61CUQ-xSov!q~ z+njOw1Cbm96!^v zbi62oPC48ojMbP|d3?^qM{Vxi4yytZ{z;Ia%hu2cme+C<@%pY*WEo4+voKx9C+2l0 zwZEm}JM--ZTxAL+FuoN}MBe)|t7ynubFlE*y~C`b8)lanUXGw9o`iuwZT#Sdx=F3e z{Zx}8Zk20e8e(c9W$LeC+y=!wSquAAj*g=*&K-aBFzmo`emo-7N9l17@OiA^o(0Dy zy*>wr*Ll9o_Dbwpsq>|y^NaXkE`OROA z6yF4TVX6f8^Sm3vu3i<}a>k)^AayT9;kxC{OCF4g5}8ay<0< zv8EceV{}pcm&n>Lo3Lt{)$12@lID{x1dY?J+=524OI62r)2mtt9jbwH&*E-n zX>qX8gkRPB{vIRKHoC2_aJwivW*#lAfBopikQbDpxmHRh>$zSL`Q6o2GU8pXD%%tG1WJ#)u4ad8!l^_m4M$IWuz2Z2jh%}rg%^@|n zCThI6)|tC6g}GMq9Uu79vX-ZP)lltD%y6@mo^3V=_rT`1-Gpdzt4s;s5w+j_10Qkl zmgDk^OIcfrc>V*1au}lqrU8{Cs}`LcARCyiVJ#!Tkwz6e%0T(f^{RCA0bX=`>=Wyn z={g-`o=>!3iTFY1tekkH0IS~+pk@P?2`XU+A*hV21w*J9LTtt3BES)NU?vbE^RSWB zkwakBzybjmCgH54`c-1hFCTz7-d`1FCp0TW$Sf2uyj}_C2V1vCQm`JWrV zrai!QBJ_p7tD^+HqQy*$r6`lRW~}+G1Imvo98hU0kx$Be72hZ%7ujV0s$y+-b?zdpg2mv>MY;yE_+gw*(*Ck8ApgqWOs!qxLO9jE!Vk>9p_R`>Cr zHBVG>zQ5nd^);=^EquSfg-@+eDw;~MjDdc?FmcJZ-7%AJGMwI_R{g>vExP$J*M}vt z;niY}`;-p_$G8+}v|~yu9pB(pSlp5SFk8q<-L1KmA!IpJR#*Kc?7a*DA$|uze(K{l zkfZkHDAkI7)urkF^CX7SU5eAZGfo@RJZ%EGvedB5SLX>q_hr8@P6EN9!eMV1K~fK| z^J|Bzdr9J)>PAO3m+T+FZkC-7`$L^QNgmIIb%j=ur!uN!6-5~G`WU1cmS{)5pja}D z`+~T`@+&O(Nl3Zf3}@2Vj-k_gOFWE!kY|eW4P3!FJCC9f^pGuP0Yy&%=YMtoz2`USqVcM$Ijb0nSs6{-P zsrN)!`$=W8AtSzAL-~`=K!87#>O}!9`cmA?UlqP`QXnH)(+);InAlpg!rqqQRp?uD z93EtN``a^eQr}-Ad$_O(7z}}zWU;FT4piie8Q6i6uMDyny{}W)UE7Y;x;*#lX73Ps zr8B;sj)S0g^+88vF9WI(Rj;wdDAauD!(hv~O};9Df}V9nde5Wg)sMy}psH?-?K?8^ zRW_>yJs&382`45{_~Z>$W}lLU+_H|@^C&0Pl9`cvF74x#?63T@m3X86P+)F1dBW%k z@7&MQg6IkD?-VITG}=sMy;2EHx0tlf2vy7vIHg>)WkhLrT%0&D zNMuA77AC1ZCc4kBjh@upJ2=WgtE@+5@5Vi2Q&f{L;)P;WZQ`4mZ|{e`q4=&s8k^l! z=M>Cz`|A(ZA0?ws`X$f&WYv5%>IbeJus_LyTg0bM2L{?yF&ln3QUO9?GX)sI0^Cms zLVP!sZw2z`;=KqRD7q2wTNrA-KmSRd?1N*^*0t?t$;1a^59dx7UJNxGW`Ks9+0|5@ z6em3>FdDMjnH>Gv7c)v+_5i z@stn7K2}>#SU*b^uz=S|S58*&Kcgddwq`)*HQ*j_(AgWGIPys~N!w0VjNCa9$}~ok z@Y~PF`0C$h*<+GjfXR9zd|xHo2i8GDkV>R|2Y=`*>8)3~ zZ}%CaNz)Pmo=;!forMZ{+2e=K(&&DM**9iT5pot4_&hLh|N7w$%Ol%})vR$4Dk~_R zDDRe%=AWBm9^(NVs4u7d#R;@HKBF7UNAsZZp@SOxF9TIdwK5e``i{Ty4?0OymneLS z_~j7(UOLP5dCYgQ10KCQx6xcrf3~lG|5R5+UZT?dSpLrEuLNvDxbyjbmWUC$qxq*3 zNVV#Ji}p>gf-(c3l59DQa5dkCShi5ou`z{ScGB_BOjhBlUc@Kzc=i{i92(T0IL(4p zl+sBz4P=KXuajRbirOj46m38MCYi7I^88z0s5gq=zN^^5!<%rGv}?R_e^e*t=g8+_ zRo~EgzR#~Mzo=2CYj2J+Y+dB8_?$?_*Yt+XDZ@R@_I8WZnRErenJZxHg+FP_(UklVI*>#xgLh+SAN9Q{B6twa5Y3tTpg`tWp<3+d@m*=J?4Yex z&@lxR_LL=nRX@JQ2B;kB+xf?z3FJ?lW9M_;F6*oN9K~=~%q1dJI#F)w;**&ue7abt z;x-2jMff{KU12nG==oWL9aAVRT|cfFP>%Jaf?uK<7PT3kd=CWe6P8m+qXi`Tx!lgD zmkOI6bJ?W!P^KzJ8(Mp(2bjxEW`B$-G+Ime&L~HqnDupjbdzxYk$n*rn<{x_P9Gew zss1XLM{i)^V5!;UhsswuB?DgFYe8A-nLg)lV=8e&dj~oZGekPVm2`PFi*6Lq8S5+y zoU`Wh-qlN2#9ZKaoKh;0UAO5@I`~@@GDUFMXnu&%dcR76Ko&m;oXxqVW*^h_Q(s(v zF!R`?pH9AvuxnOVJ~3J^@_FIc!e_Fi66}IPqqY|}aDdudbd7}H5-fOiW_}{z#%2`? z#~fsu+Oeoq3gs92#!*Eoki`U#`Z?YXFFIta1VHHSE|c79QmCslv;AsnYivcE&yPm4 zDZBUBN8#}{TBZAf&X<9Q)PVQM`WH(iW+CW`jd545MX-0i-Q%E=sCZ5qTY@R{Wqxn6 z-i-29_CoJfW;rQ3POWoDfCnR_-?hhK8^iWf^A1~sv&8s=FamRXwIU%&T6qZUFm#q$-O&oO$6TfUpiJ2xgBoFrsnq9bRg) zam^E2JvHcart|Zf8z)Ql`b}dwVgr8(%^i8e{Co)0wkNPr9cncbC5>_+02!fA!#0#ng*zLYcF}*mGiuB40 zZ6nf}s?}hIoWAneYN2p9ek`SG&PQNjA!vEk<*fFuLrbh-*=iY|_1sXA^`srL_wAha zN85Doi(ASW#FshFZQ@oe3tb}iq>>uEf`>a3{rxpZ5$3hd%9GXp1S$%wR@PjsT=r_= z^ug8#lJ<8TsAHzm_{1k^DtxF%5MKIiwgoMC&w>kzjL1L#m|rf^R67Nx1WJ+^c^A~) z-Wi0ysCX$aEUDg-=pySZXQ=4MSHhnidiYLa$&MgxD$c_ig_o3F-C^I-#V=8Au-6ZF zlYID>Bbi@wt=Js!FjJ&<+P}9ap(Rg!0zbWT-}=ku5Ib?uj>`oKxg2mNdG-L2(oPIL z^K%IvaZ1z$A+IS3IgMsN$Iu@P_#k_)PE##gYm_)08iMQ;r0fN1G7SuTDBHX`lN$MY zn2+8oypSvNKsN3_c;H~g#?Q^mov3s@c-n}UZ5aD_Iu*s}x7IBxpvm#X;_NLPi0;+>CiEdfrg{_4i6N41i zRV*=eJ4p`WuG>fFo&!I_^E5RriPLm}+Gf67CIgv2$9inz)pZv6on1Dg1sbbtGbw12 zT)kxT3Zz{y$C(|aje&%^4fL7LD}a>L)*a4ByQ3IncuG*Nv{^Yk3%NU}0E}l?Hc-P? z8to+nBBPb*+$GC&cMv;D0kDf%-_Iz9N%xwzt|0WS;xLshx}oL8;`dQVKpT{_f%!WI zF;5vf?n7XARb!nXgOt!q^Ps--L4<{bD35OzdWs-SDVO5ja!H6H`&^7_gGi}{Z5tzQ zLAfF?A@ouv8bt!BY=He-1?c6IL3@AUGOcrC9^H0m>&(W`P`)5b4SpWzea{{Ag?*+r zxzcGb3$YHKkTgmKnw3J{M(me6NBY?{G+>yyC{IdE-@k#L4>d=eoat z<(a2ZKI0k4&`#bL-lOuN&}V4QLN$u)wSzs>jwW}VOzq#ywHEf7^NOgh8z|6<6N1Q4 z9<*_?LN6sy8LiYqlmlgWTK9#5hL&kb5jqPuqlLP1ff#srqfZ$=le(iautBD#SA( zvz5Tc$=X8=B^KD48@fT}30|Tv<6SrZu%}&o=Z=qcf4}{QZ^Rp1zrYaIc|Sz{nV}WM zUA3kCE`Q$GcSy?oi3?4sVi*{)?&)5BqFEpW1A$dTB*YZTnl=0EqFjs@7&{E3LpA!V zE$+N`42@kNmP%HA>vvrsCB;%gt7&NH7D{FG6!>4 zv}E5kPr>J5Yfz@QpOXecX;-IZzeLrKIeKui`#nI(%Q&QOh7C1M*((CQ3arjEni#7x zxxCLB8~O%%^4Jprv~>(BBP!Z9+A*fuctPO#ZECY2zLNM}XY4bS8%>^b;SF5-?1O1l zLj;nTI$B!;Sm%%v)2F!X>?hEw1eC&t`t@g)ooYO9%^9>#4Q`f!We^+g8sNcUp`k}m2Z-) zoUuQRhDsr%5ht{(ArqlBK6U0}I|c`s>K~v{7o^oHy>Zy)`-!e$Omq$qFx`G=zJC&U zKBO3YPxAUZui|Yt_l{Q={^xvL$NxC-G`2qZ2u9b$tU0LF%|{668%n4SrQCOOv1NP~nkPQ^r7FBYT8?Q3Zxj zhIFE+sHN&2D5?@+XkD{>Putikc{;5jNfl9)5GXH~YungXJ>`l8X)LLPkyYzt#=1B9 z^Lb^dpj}sJDG74JN5yY5QfPJq9A^fmS`oXO1^R;`p)Zk{p%BFc-uzM3X(p*R12Qc^ zYDW6&L@K2}XyfIRI&Gkq`cO5LiiV(RpM|gXxJP5}(UUd?O%&uOc&U!z%%;&=5O`1y zeN;#Nwm@-U>%yuIkiy1c6X5&Sh}CiHGX`2Mk9s4Z6h!#JBr>)^krx`EJ9Qrf8Hq_K zL>%Zl?mmNy898wN#aB~}kIi*}`TO(bk zTy2kfGbHqF9J%Ly|9bxNTUYh8s}H^JE8X8G-=z>wF3zhj7PK!Ttb1eNDYWP1hPL^4 z$R^AUDFWI$rRPOkgg^;}7kJ$hkvhtePJP9(2S$==O~)N_p*uxaL8fi|#6rGR++C11 zo4oKR*Ye*dpGd7x$lK%sm#sZi3_=UZhH8>U?3`@l;Qa0(;PiAOOU6VX)CVUI>-alC5pb!*G_mM-#_|jl!6sAQ(W+c z&-40oUdz`00dxw{@F@Sbb~WlI-Ba$)JsSg+KFRu_A%sV_|62HNo7`fll%NvXpvxU& zWLKRm!Dy?BjC_x%lv0Xf_8pw0FON5A3`{l)JUB6cF&Sfh6&v%(n~#SAwml??H4qM$ zOB_60V|lTSCv2=i`y{M6djD#JiB^+BK{HydF&eZfsSF~)-ETRRQ8cq@o2&vtB@~J= zfl4U{F(uEItK`M>g>7nafGj4ARy>}td=~~AYcJKEanu^=k3VUgp@Pq@yXPoY6ISjw z*WK9{!uEw*9;mQmZkGO1h#%RQEMYn88j8|b(5l&3e*@)^LfK%HAq;K%DK+dODG02K zTU0Vs3t`taP%UU*c6ZC6e z{_dlph!chdQO%JOA%C;`PnLNSQxE3~=`bZua+6#^jzUlIl> z+RGOA>OCT^{_Uw9cBUU9>OzNsny-yKJ zO`MNc$*Ll)6-8n#35G@qr#F%6#m1@5yXHy5NHoBq{niysirzE;>&kN+Hn^5w?YL&% z(6``wLB|*>Sf~;LDAij$=h7Sb!SkL#qii2W=+oqjvvjoPgF?AOh)LZ zcrv5lrIdWz2CG3#(@Ox4qOS-O@U><|sm4IiM)t$QZ$FULX_GAtMXDv4&iL`KzfvllAvW67->=N zPr7|r+?Gu3h{zI;W}4#r)?iz#&b##)1MP;PIVT7MNxA4z8PJTZX%dxmcZ@OyrgwxS zaX>q>F-WD-gn69RPF`s$5ke6KP|ylBW#)}E3;MY%v$3cQcJo*Hny4?%!;a)Cpr)cZ z>k|eZrNEv@GPp9OIx-)VG-<=c7LUe^LTfnd)~h-9+Fqm6SN>~$ljLhBKbPMe^hSaZ zqOzvgXBev5YgUFeo-jlOyJ6Z<(glGviglE9Ng_xRYlydMZ5y}B&lRv%Rcwe`Rv8BH z^^=~+Ri_?Bv0pPbImO5R@k_kp?_bUKfdT3hidc;Cl!9dSflYi*_l~0ml0>ogkQTzs zE3Ct!jltV3S5pu-L3x6KQh}&!6?}d)KdxzQV`_z3;(HRWkl}e5gME$e;X}qiv+XlE zTSP?(t40b`)09Ff?#A8%h)9Urit4Cg^>7hy+-`bWW%qphvMM>NR_!kb6wAq8`-x&X zp;`y!R~De>AWNz zk1?Dv?9Y;U^+kuSx+>qoH@eni21!B41! zcK5$k3HbTzj;37=a(9LnjU=L;{BC7fJ#A7bB=q*}rsrQ#A*R-D@Ado6M7`E-EwIGz zseG~Nv@z6^mUUfGX7N2rn|&>5;6)jYut1|6*n3bbyQmO zmNzf7GwpiX=qfilG1&HeMqo%y3yJAjFm%h6?=-b_jW9?_$*el06)&&wp0p-?rn<^qHeRQxu}OZDzGZK(xAQ41vu zt*lMpDayr`J%V1&?`RuisFqsP8U+&5q%UeS7}&on<_4;k5eP3qV$gC5DKvqy_ZTRR zCo~#CE440xNv3QJjQqHJm^a|kQGB6EX<#tjxLjRV1Y>t{JF0_F`UHMTrP9VK6Xp$A zQDl{1ah4!emMbgCgFRcPiB{qf_!$Q9rF{;Cz}`=P5F>@5o_aKeL8KC+n)s@1PgBcV zLZQ~?X`jE9+n&2Wtx8CwQUcE!*!n6h1jZh)APk9CM4>HLYGRDY`2HEk^RuTPN#rN2 znVjIf^S;GDeBc%A92o@Q{Aa%rapy(3D%7?!yJ!%0CtVoQETO$1_FiYVv@5Q&zSl(Z zcMnZzmSJ>)AEYRiyNd~vFR%q+m=fa=DA`p&fUyTA2x~M*Gl^1$Olz7ZoqsQcRYSb$ zdq3myla8WZw8k(gqb^!4NXaD#R8tQR9%oj8U0!f5;8 z06Y2z!N72_$Zb0|qVfX+Y#h1_gCJ?y==~WP8>c7md>gQQ&oKtv9VhmY+<3PUIafsnL}W}wjIu(5;(c2&^W#i+_%xS~>)PtL8SElsSN z;E=vLey(~*uq4pfZv(o^KuB#Z{BYhBay{p%MKaKYQ)bv?>9a5d>jIRGngMC_;~I?rudFfYYY&-m{zi6HM=WB#sXeT)zFW3*r_3NX6WQ~qApKzncDf^k6zLo(p;jh8%`cAww?yfjCuQe@_L+Y5xF>SirMr=Z7t20hKxb~|xZ%1|iS`V1m_A6ZI1zS{OZ)ofUo z>j(ymF>41~WLj|FcoFF-;)bEtYNJ*~)RuYFg`rTiec{xK3gdnKm{CDtu1H##A!uiK zp21TYp=Za1cIqK~5LIZ)I$o}97ShIsRmvWQB7{A3NTr5a+QctfW7t5YNnfdLH)ZAu z%!$y>$IygP!m^<`gwT||1Ya83nZ5t9!Hk*d0%0YiFc;(d_SDzT25y`x2<;riE7i}jC+$Usu!U)jG1QVKVF*KO z?P=+qa2&=!R2D4X$1u6knFjtGFfL};9}L&x{|s5EOxW{tW93zZs)#29zK{z}*aHw` z!T_3}s}vIWLUm6EQ$pekFAv%%D0o%@&@pC2b8VjZU%%n%zdW2~CA6_9L`2|aNHqO^ zY$uqV-3G0gjsujRP!1wG@e3B;mjP`k_yGlfUeVI3g#6<5$K<8AMzeyKQ1pLy%&?*t zAw);Qy!d+?d&p1<>|%ClF^XN}m4hf(BkaBIg|IQHWFE(8$$JDUL1=?V8+&3S*x=0o zVU(e~3^G9}^6{grdrH>AG8qE|l4>c026hK(k9bd`;&R#BEXX2(vL^yX zUfNq7655%<^D;uuvlGky8pG9krKVe~vudd6Ly+PtV6ad9qi)Vf3W`2C;v0aserxacw@jM&XrV|s*ehEn`F@Ye_ z`H7%@O0n2`k7+8X*F!udtpTp%${?7puw40vfz0HAX>-+7(~tPti=T!N;AumeS~uZJ zQQ_4!zGqLL>y}GFnhA_=cZ`G3x=I8K0@ij6V(r)?P?}{W7z-P$FRY~Bub_>_I@TJt zwg^JvTk%(YvHJhtGT zeOPD5U8|J9vj;f@rQZHfM20MZcHPFdS=B#7MF|cm78%Ut7upzhB?)&mn~YU!h{U>U z46klc>`Ui66JU0?&(!viR+>`rQ&MASnE7`WV;@lw$zTxUMS|&8N+e-n@qIzQDU#41 zd7S*;H*@M2Z|u3hbKda%?(bKeb3COFzJMDy!a&fbs4|G)_Hz$o0F9rvnMnf1h62{F zH$2$fiwa1()*|@YB~HOTlQ8 zW=g6vN`8pS-Po+br$a)VDjN8dgNXipTa?Q&`>dZN2r>q?S)<>92aGenLWw3 zOGcUq+QOr+>eCJqYKfqpg!$>Vd3^yzzfGVtePKj3YEtkLBGtQ{6>Hn;4HiR!R*Ezk z%L)zKm*@FtBiPj{ppC>AK9Nj`lE zHF^|$?NqUAu1pjfyx7mxof*ac7(XywqknBW03(SL8=td(BxS{ZNmp4VB{XY-jdum8 zP}5gcl%ou(^b#sF$>6G#%orNw0`v#;kEPTn?7+}Ev`kX1FuB!779tMqkLXJ>21gr6 zWiTkdcg~3vgh4c#q)CKSf*`O5DU}9#4K7&%?%tspDmN(j^KOIyv#pRB zB8K_{f`TC`r}U4uyQfzoY@DyDoe^OyC=?{6a>^m=c2Wq^?sHr*G|Nmq;+~BoNNK2+ z+f@9RHKiI}zPTo_ea?n@8A=I3qzS{6zNpnRH!S!GNhX;kLU_4*Y0smB~Rd z>q&16#0^Dt$QfDw9B`*e{^4-Ous=%{#A@m++Vaj+NCDblOsi`M6MOWI$^b&5O@hR# z#{lRnu>Gx%hrWXKMHe0hK`U$Ji)lloG$XAV&-}tI{N}m))2aj@1c{09Fbst)s!}lI z`vk&Hh<2wLzGyL*6=-IixLdua?iek)%C=Z1geuD?qo%ufH@Q=Q5Q0#pw9?-l=c}2< z2x0e3m9UFbDGb_Jm$EEhE;W<5tM;&gW$mOZZYkonUA5N}8w0CT_e#z0IHsvRZAJ)a zW%2wy?lCZR?y;%cHr9Y=l{lW#B>f&2zwC)L%2o}Q#SohqDf8GKYThWLwXn(~rHM_u z>-yMLC*^KwTF<**q$ch$i1fB7`&nX|D5WXL#R2V&AvfemGLtfr8^VMzc)8Lk)sk|t z%_=cNn>JpMq0+^5(UEL>p~ldlplqPw&XM<>GD*l!znnp;7A0lXP$kcvjF}lhJ@qIC zDF%U(DMP+Bghf(OR@UI#)G5ZqjQJUXY@%ewP}D>TO;Kw6JXTX9lk|tJe0N;oNn5W< zXgt|*-;@|*gDxk!g}@p!q|}TQn-u+oR7=JiMZhD$YHlJwBUJXkiXS5dG*iV~;#2Sv zQfl~~VX)Ld347}2P^-?VU%Z)HPd|Y6SZG}hrN^>DlQqQ#O4!rMgnjKPdnpH0WEU=`27q8;IM_C>CP^l~E0?s-&HI z%$k65xs4GS?KGj(Y*KEt5G)AvynCwKAibH{dDUn46ifTAWyZ!tv8tt3x37_6{t%5! z%Y4wa6XYPs2!d=;KOqE!VTva*R+J`L=dYsTMb@=4mwjmrE5czkn!(7r-UcN=7@BAdajZQg+O2rr$~&UW;6q21TyX#!XjyvXaH@aX=_6yLDA-x zmmiA$%awQt26r?$<`qBUmajgWiLr}pr|pj4AU zW{ie)tM-+qyEzbR!C0Zeb|W#w6!I9VzOd~AATb6sl$6HM?DmVsSi@;&TvX)07(=R? zBv?aOrX@3l56M-pFzE`ArhLKR_UIgBTDS zh$Qs+F@anVyGdx`exGl=^vSgQZM&DAoj+==yDF~Xa)VNkkZQq1tw=NRZCo>{hzbeS zYOA~PV#hv#?;8e(8l=X?MDt?%oe~<)v*SXXDU^h$loCaPuxJP?_PU+JUpfcJ2&Iuh zMo`KqWJ&jg!;WD?=kJFhkM9(=87?&z_2q%e7^}{qvV_#66#Ej&12NU8O)*H&Mlj<= zgr$thZ3XKZKbElSz?f1ordn#Dl%^efOvwWK9Bwe1+NiRJoYCEJs8g;ql_;SJ3z8tz z6e^m56)D9aVcp;~0L!a$j7NP8uQ8a(6z#Vd7_o*hUu8s|oli9qpRkZJFxn;xC54iq zJZLCJ32T4c6D z!uG#yJcd>@$;K^{mNoxye4|IeZ})@k0V3 zXlc!O60=`xP{8FEVYNPc*gljIv!g%W7wY|-IEFz4!Ze7L~AR7@@0hDQ@+$mDg?@a6do!! zn0Z1%)nn)190x!Eq$UF)31xsM3`0Q+PZ)~1OU7UjlLc)i;}9hkWj|$2;4$o}?sbaN zFzkD5ixalQ8KLx;4=%r;Oe$AiWH#nQCl-cWC<)Ggw`*pDFMD@fmm*Lepb5QX!LjOg z!5V~`b}G@Cho7Gq)IZ$B3+8u43gv_}kxY*lh&<1p(qeQ^oB(SWvnn8Al#QqL2vTLR zM}#X+BcvwG;}XPu0hhk&Bmlf5L--k?X9JuE3*u0Kot%3H+AWW$dlH-J#vQWPGToCi zjWHbI)Om`x?IpAhR9B{Y$j;xAAg`Dl!SM&hHS!Sf7N+2(O0yL%LC zYpb(to~^K9x{6YgKqV|MHs}kI?k?a!0I3mdu9c}o5}m}vNk%oahRcqMtQsUVyo59q z#Ja`GLW4-!h26rKb%6jyhUc|uX`d6neg{wf+-*H||H{|>sQdfu->snZf*4^rWM9;#7W+&z3TQH-u+2!Z&QPJng6d*fNw8_QLMSzU;_RzvaT?BvXOF~T039^{Zxw~lUfr9L7``C6BGp0 zwI&9Jq{0_4sQj+08bBFEEDaNBLZm!~M-*N-z& z^)my&4oqvE!{L zAdmsgOwvewQe)Lj0I>#%qU0xdBBGI5<4KUmo9s~(<#EcC2$;=$V5!BYplt+74&~RF z5B$Hd&N`<-3k0Ws_Xb|{wQG9P{O#Mm-TnQ>*T0y{Uwa&0rn|0P-T9ER`E=CB%Z6cE zmPvt9{`ZqB%QRM&DFc2qh|wFVW%l&Vg+(h!K~q~No>(W=eJx7yeN9sI`OaTG5rCqJ zX*K=)a2+TGF^8-eM|Ga1fi;7(Y@05#VWOWnODLC{1YU~2hf2#=&`zKjXu{B-QcYjf zBJdU{zkymiq?!0+M&lPUf-u7m7q(RhLTEKSDrJxUs$u(#by-%@5Y4uE`o+KIXD>dA zxspAhI`AZY#U>pW>4oL8^D66drz#)A^L zyZLDH^&t=xH7MPUN7q4lhBOhVqEm+bIp6~5|KV`Pus=hri&G~)(fp(#%XguT)?l)3 zybDjru9_gxDV?s{#`ThP`c2Kei-ADk357?sz;D3ikO+%NY%+9pGzyRo#2p*_{k0PV!1+4hmjx*|zoFvigD!Ky$~kkHVu zCDzQOCU=AAOdzdGUq?pWNPOC<2iQfmuk2t{@l(da7Ln96wPa^I!WfSfjW&krU<)tE zx4UfNZxwbT4r zkzvre`<)G_-WgOgElD#Qvql>mI9Mq=`R?qN8Uxx$$WL&b_b)fOyQ%5^OLu;18!$B% z^Xa-}&+o@B@)HVPMnP&;g&xZT4=Dt@lZ=h61V|`Gt?uNo;3te$>JStgg<{$~=^Wk;pD` z0|7z4@Jx-Mr46ggH9VOSsF;!Z9Hogi1*I9x)m$UnX8}Vs^@(PuC@X`9ts6i0Wz!g9 zZBL8!RGq}YLuVbp))%hB6VSJ<#wllA$qz4lCbKKb%%zIw9`S0T9iQwP!c6|ug|U51 zLD|#)3WWxbD+GY1sWZ|N%)I3YLaA7Rq*cxcJ;T0wiv1=hP*YIdZsX1LZ=VAU$D29E z^$KQ1$?n3-&Jph&HyFEXO0IOMH0lht>l8i10W%W-95gwJFpwERfg$8jkV)j#X~7)<8xWq?8mKUWJtr zq#Ew6!+kY_@vNLeDMKLP$-^N}E@kZd)oa-Awa0UL=yUr_V%;cIgwzs~@Al5WkNLz_ zdPFM3FBrT~(_d~eI#46QFFIN?0wY3B5E|iRMAcwL}MPR`$)}MJc8(C`!>)`*svX z+89bw5(9zq8ORM`ophbH9RU5x!xxIxAq;q-O_RU4o!^JNDDTG`4CjWhP)fplmC@E2 zXw8tP!8ABzU_E!uZeP@YNetDf&0z!kkjW&qlo>0A>#Qg=(bxk- z5-sqAq2i}3FEq)9Ye=u%RfH}JVO3}sid$RuSxP{9ZTk9JtQeT3q6}j}Mo~dq!}eH0 z-z;hB+tb>j1f^_D#$sT@9W)bTMww8Fp(C5cQ($MGI_-j=q2n8razDWkD(Zo7qKuRPj z215e0wO}gox_R~cDMhJ~2vP&B%p*0TI~N11(9%FX-UNot@eV8m-O8)scZ z*q$B;kpM08gB1cBlzh0*WTeo*lbYE$WP7ay1sn4ak#We1U3d#mF3*21@2k;HJpxY< z1$KT`@)F8^f)tu|<}uR_5q?S#SY>{H!7Ai@sk_Gg%m^yE@;me-VNv4+IzL3lDvGj9 z(vB5TDMk1xp~ALNX%){S@hqobcmubdegMr%fKhf6E?jV0c_%bQX9HIVCs*((jmY90`v5acN?j++0>$Y;&rZH5IFeYnMgM`(Q zVZgVB(H*fs(y(&^m9c*HEQjv9n<3w0g&z<~$y}DPx!vYTM{MDSTZdTHKTDq~+4yc^ zzAX!&q#{fRL!|~o-c8n9AeMfc5 z@}SLeRS!?4lqxZWFlHb~7%MahrKX;FY-<#t04Xv3#e`~V4Sl;($!umVjc?SXi`cEDRi2D3Op-^d+l`HA0zERCG5=+8T_Pu)J6&R01UpQfB$wJoNEArW#cmd`A<6vX4ML)UFR3NgF@VnEX%ztBAD9(KN9NUa?@4!ttle!ugcr{|#ph`!hsJd%B%HGT5Go z7iSVrYIG(r!glgf2+Ar#E$Gz?o=>b(>e|X_B_e;J<~zT6F|Umu=E;l`|LZP}`RwgI z<#^^*yt5}HnbC~+Fry8=moZqL52SAlgkDBDirGC|gxt`v ze?hW7k~Y}05cC_vs?g*9X2#~&P9mhxj8*1()CB#77Om7{$6N)lvhOv;25X8fw6PQY zs)6NE%%(=friPDFny8pi4(BHzV0ZLFFQqPRz-gs4hTa$e9Tz~Y=i`3a`(KbGU$u2* z%Rm?ygi0ueX;&qs4Fq0BJ5jXoFv4E55cI~Y@KuKP1kKn-u#D(j0P#}A|cD2 zM+63Mq1rCr6_(iD?~XfcXVTrxt7jc<2&AOyX`a|uq$p)~GCbrd_KyOtnQKrA>|}7X zQv3h0_vg{JC0BVT`kN84n%$mrZlCww>@$^8rld?sfWW{jHv$`sF;dDdgCx{oTvZ?> zV^?GBQDeNSH^%$py-{Th*v1coBpTzgtNd`ejE$knRb?B~34xjv2(_7cv(J0)>2|Z$ zikR<@h_&|G`!qLS4aP9CZ;X+7_C0%@SP`*eMa=l-H^0f1|1Gz~B5b?C5yQNlk2#joIi{|`AH#lY%fx!Dv5_%l z{Tfhb2sjIsx0Ft}G(J2Q2y4sL$sR)BOtE0gX}9Q#K&BDA+Vg>FUg4$YjeqZxe9e!p zziWT?&#&IK!@qi-{9Q0KrsE35cP)zR&qH7n#*&OFBoeA7Srb-wCHKfZR&pM38slhsGR zXODmIws)s6L)I9SiX^sG)WrJcpZj(G)Q5j{t*&?dr~kP7{I9s&_$x)u%Y(o#-Ka3Y9m6?)cx%GQm<}L4E5f;nJf$ITyXzEoHT|^Zwo;e8m?0!)N3BRT}vI z2Pa%CEcw$>K>DtM<-6`0@xQ&WytkAgn9xx`JSH&#UfyiStP$T?D4XC3l?N z=d;(&Q14GE&5K;g9e0!$5u{tAhjzeLwgo(gYD}hZ_k|mroy@xTc3dvGuyx3jFK%O+ zZAQZdceskL--XAgci?lBHs|B2wEv#ijLE2C;wvUer?A+scosE5L*QkLpSTRiP%KY)uf@ePX75M3j zy*72i&{~ED&bgAT$3~l&j7kG9)eDBsQKpc`lbCdcYuGN8oucM~lQrF{Eh8)ytki6k zaBi^RQdaW%(azc>EXj@X4QC^0>(hmgj^U*m{`t$w_8{l%bjF>9=l((H_R*klG4oujg!$x< zTBC;9#mND~yh)5D*ec_C`P}}PhA3}P+J<4)^!6AfHx)~7m^Tr`9$FaU5QdyM^V(g z{``wf^QwE^(|pODlRZB9(m4i&Feqj$&GGxF2wdLYLx^FAmlGqh{jRj0?R?3zvk`gL zP+G@ch(K6-O$5&s>pVf1)ZXKA&uF;H?ko~@Li5}+n`e;KSZgS(@3NY=5eDO|W~W$k zJ*jm>5KJ~!x!4(-?DVX>$VU23tf#Z8-JB2+Jj%}589{0u z+&bWEFWl(XXe>Ouz0U)aL;mSg7g_p>2hQK%-XdcwRVX5ijB?&tzPPNp=lm|0r*~i$ zHE)`PHP+O*Ou4sI{w*`M%OS71=Ve|u9C9hkk=-TdKlB^C_}({g*VdFz&gR^>XOFwK zFHtXCvLaU{;e(8A!MMn{GCt(aJY&1puAwStt>x*up&re+TnIbfF>&Ly{VKB=r7d`X zeM+MYii(G(``nS3-$r0dYpx9D{NDbU7iEicgC)=G3ZGfH&iM<N+pw;a#$=l^Wta2L+`!X!XC}r00@R^%jog88XYA<|Y zZ^G}~*n%J!ag1%jz~pRYQ%YNcDu;f~UcDE=E-?u4@aPG6T`|L)*cd*EFfhX5pMO0c z`*V*lbt6X4%(?Vuewr`-4}X^HmmGUd!=3kkJ462uFhts~#dI5&C!nH?jb(;mXEf)0 z4qq|Nxo2Qe;IlK&NB3&{XijDg7c;o05C*1XWJ`=#yn1GS&I9FwSrDADTo@lP$~^a! zmOJw3y?mzfd}+~eVSIoymUBhLor48iHfP%wWMZf_aMLfjbFg6U2MkIW<~3Vc;B}Ll zI|p$ycxrC>cj-Y|7<3sM6#4y1{V|nUe!qfXB42tWg2tNi8gJ|3quEAwB zV^>kSrZYh1-XY|uHssb&X3;BIx~2nWmfl8BdsfF()+S)-Z)~fdhUjH7*zOu5Juh@R z)HoD_>sTQ+v7uV8Y7-(O3Iu1A$HoOiW6086fe2bPc-}l7urGmOQFD1`m#an217*p? zT9zU3h2;{%oWo^-6|-vd#$0c=b0?O8tErmM9lWL2_C|@~$kwf~!Hz2Duy%zSKZ|IRIwZkTy;>zO1rS8kHd7vKfz z028ZBGG*ZdpL_R1Tz~rmoN*b`XAXJfJN^m3{8Qh=GZzc?z2#e9|2~R?|1RmN*%;zX zVupFoz!(bS7?_IO!cyU;hoO(H+Y7=_Kn)o2X<9~2p2GMZW6jWL4ENi~9M9JkwJP%v zB5+C^zfu%u8cO5&-FLs5C*O7-MqqO7fNyxuFY${Xeha&o$8p}DeI5QrgR#n}tQZfY z(WV*&<982A&=?-@`FB6UzxvKQ8Q6@;Gcz9g_J7P1fA3GRd&iJP@H~;dDZa1c97|je zBu?I_qm{v%CJtvkuNxPPjAi163`_(|o6v9=W;{F;7Bn1MVs=#L84PN+mXQHF7}QZq zB@YBqio!E4YaW`+d0@PtFv^YE@x(1ewHVVN#qzqn>kl%^x`%=hvSc zD0jTDOC|>U^lluZYkPPRz7crQ$BbAI53HL8dJFIf!sYV^T-urQhRF`EAMG%-mY3@# zAKkwJSFZEqQ|GvMBwXM^WD?U5QaGv=i^FoMJWE*$=cjYdPi8zg%z2>9D2=e!1b%m3 z!TFoK`0{zqPCQrZ$bPETvq*rGMJSEsD<;Bt&|nUQpn+wmScZx~WF!|RCzlK-hDjb6 zyM|npu~p8@7rgmLKhD!{yN~Cl8DrNl&I30k!V?CGY#5@NWa}^yF%(j)0b%{0nyxF1 zqc8?E5H!$C98Y~PCTTG#K|v{&p>>?G1uik1`z(h{gdJBfu$Ipsd=?SqY*uqVUy>Q6 z3c`z3!Sy=hbNip+p{)y?v%okjhzCKz_>j2EkdtAhq> zEMLC^=kvgUuc;DKDHp?*%lTtFhTP^{87;W4jPs>sC$&GXa9_7qdD_8YFPG zWiejPJxdkNmzQzk@LDsmfw7Hxc#B}zZ46#L_l#b{zmg{+P-6n6ZMy8oOYf+BR8P-s zLz8ym(l!i}j@-aC97tdp41=sDt0Su_GNnxCV6&n)0s|Wv{0H7p2ccHWY&7Cu{DrTG zppFK18_QB_3Nb81Xf%cmx30ikA`8=s5TxPWtzAZ0MWrTQlS1sADi5E18Q;KUQ1Rj^ zGO&dUSle)>oHMWuBdZM3c-0Drjp5SpklZNF%*jk(;yf3#hLH_;gzL5C`K6;wA&-MH zG4r#AEM-#m!B91h;Q);BhyfQ}&kK79%Gg_E_Xg1Re;p8u8k~X= zi*tu;nW%eO+9Y#8WE2sUX;xufMV46pSxVs3f-Oxj5DeooY9s!k3pdD&VQ8`rtY3tN zLu$VI!VRod?i+iytfMd)nQ_VH4^-N4PXQ`(rbWXYE>MVNXmfJ0sa-XOir0=k&Q!ei z3|!1|oH&YuITwELS2_4IkFwmhymmNXabZDe9918c-YgH$hN~hFX483v1U#cKaYJ@;$JNoCOM?a5uH=qp~)$YW7}plnXu)c6w8^c zWNdR(mHkk0y(_HmVf+BU&}9i{bPuMi!a^e|Mma)5dYR zfd{ttI8!e9&F3!01BM-Op*RPm!+^k4#!TFZXXejiFlkftYhHT=YV{Ee)4<47)H_qo zT{;uLck$4c-+hsDcW%)vU&d?=a5oIO*zSPV-q)%@Oh$u6WzM}r;cXY=K|s=fub((x zJ9hko=NAMj?k)^xvN46plUH95EL(0uZgTD_mt-bzq4fNb?UKSoCY-8rDK|Vkbo{S3 zDx3-2IjFdrj~JV*11JoZOK!->WXuLNUKU&)H2jHk%M=P2$Kt_}=Yf&u7hWt-v%neU zwP#-9!f>9Lb5Y>^;WO8{FqrYlmo8KJX3Y>V5)C%5rUS&5p{B?yro|j5F>KTl!I6QD zBE;9#VGQK1;mlxx6=kr$;A{W>C-~QYE@tw)J|AGjuW73tSBwdGtrK&vZC3(hH0jML zc#UC*nF%-(eS57}H8T;2s)Jy3!KKWRiCfJtz$oP6Fver-f(w%a9vcn0zbw0XQ5wVR zt>w-wH=I9nz)LsARH5O%J77>;h@nYIdnDYs zO>uQf<7+N>;nE=BGy<~Pqc0i^r7_$;h==-nih>LIS*+OATs4N=)I3@zx7AE&)@oiKLKxeUB|2H7%izzO>+oo zxaa&n@3?q3=kv0A$FCFvt`tK)x_6yloF8y5w@3w*##3jTnKC3c-oTVNqg>kF<1O1m z&SWd4va^}tYqJ3t<~6^(yunU(K+^=4J-s6Z8kB~H^O+-)B|(*ae@K%;_uKn6>Zzq+ zB15d1F%;!&(qU^u_lE{9X3C3A0ICFn87!^rH*s8zp$R@6^bUcZL!wvOXYa#20fKF4 z(`sBpat1hrOoZH6!p8dAvK~rf$kL*I-*CoO0w5w-qTD^0v*l{`Lj;@8Wd(Pa7vlU& zZP}I)+iu7g7cY{Fa(_7{H#t^T+M6h3l3|SDzQGtP%E-c9$pO^rgKpWt)LNddJeDZn zen+v-*hR7A2&i~26cK#fYlaM@;jYrN7Zz({u|!$wob!1Jw&JdGoe8;F?kXY^=hAS= zW8((VR>KC)JK@4a`Q%K=Q+7xpW>k!NmT@1-tWt?VX$Ttc*NGwY*itc#OKjzhs$_Q_ zQqqh#D}oApi-LLW7}|gpONL>l>wRbv$XJS{5aDK%aUnmTOi}~Ie#M*qb_C#L$MW*B zAP^`daNlU&v1kA$;+Z59&FFBXTJ-mGnbD+oqdmak6U>RyI$qI55}gPLF*L%0{LgovcmK)- znr~aNt0mbk5kQv&-Uw&Pz>T@G<<^-;nT3G?8qY8*F%qRe`u!J)kqRP8;gowu`;_9? zvi&^ejpu@MjNM=@tGq!Nm>h#}rBKA}GQcslgPy$&1Cvvl4B-&33+^sT zN|UGW)4bN0Y)cRx7+YZ3?ZeT5lbp1y!qG!maNeyPmwji2q|TntJR=JY=7|1rE8_yu ziF&=|H z7rtDpvg;QtgX2s#0`{4jj5~`-cRvJnq-4vMJh|M(Ys_vtud{Sb>xfpGUL{ z^>n_pd*H^#Y`v&(Fe=#}x6e9W^1}ITUO2xK=a6I=8yJ-p=f{U@*NyU;VP5m%{wPL~ zI8W7>^j^m`Q#FPN$N6;|47*+a!z#DIurI^%;Px(K2M?6zxs*?^VyJ`X>1r3l4X#dS z<*XY)5f@yO z1ozv|f^aV1W^4=MdMT7752d9owaxUet$dx}d%{w5>>@GR?6CdNH_q~B~n)8RYGDf*_r4UBOp#pYy z$@!o7Ena-zWB9FtvB|hxc*ZX051*-UA~<8ZJ_HT;5ctDqDr{D8X>`D);ha0Nf-^41 zN(4o&`wGi~m&XT`E^b)o26G-dbAvO3c<{Wr$obvtJG?L(GITkkY)LMG%SGUPmOuf8 zmulhK(lE{|aw}{VOGdWgOkQ#B<{p3a$9|KiAHSO??HNM3ps+UT1O$=*ZqMkEHXCOY z{x!hJ7%t}-lLWNPL*Ut}=BD=)b`W(e5*TJ!c_o8H&t%k4DVVqHL7R2PO3*+Pq7ipC zE4gp1JW!S^0AhE+_K$y*o8R>&wxK@)6NyIF=#F`CDtf5tU$cBT^+Mc zpp6A=jU|&9itXV$>Hy_r28wj3wyfy)A<@!DDFo4`P-JHUgT0D3{mc{m#ycKnHYtFZ zs=o12u={fE*s`YU>mmfMRSkzh5j?qxOrfdGC=w{sXk=p$8U{9J>I~{7nK2Jh$0h*HH0M{p=g|oADa-?C@C>cTqD(r9 ze>}|WduYx13Ye)zZ$B#|D=1XJK?r!N6gm{2MQhu+9)OvNVLEWke8s(kB@d1l3~da% zdTyEV#QujZ`jAJr5BbgAId=}uVe34tmn)X6isIEXusJ&!)c@&!#KCubH6ns}>N#rSaE4G0@@{+>F*1TMwQK6G9H?2 zvFadJ2j}X>uU@(m-90W#BrrK8|yN5y{_Q7TAYoUV)Fr3WbL51YN6#)He`X} za%LHsf^+$lfsLU(3t#b4y~iE-0w)nN9J_|x#P_gcm}rD87v6IrH+(WIX*945p{FSd zg|Y011rHULn>Olr)~FmQoa4{N*zDh+F(My`fem&z~?lr~^#xRk-! zY!ya)y-}WBdV+eK$+3GC*m)Kw6{x-8rTG9S zhJ|_>Rd$=eVTf~dU?hf*8BZn|DncnyUup znU9P)g?(>$u~KSh2mwkH$Rsdzp5mx_9YSd^WtVJE9u0?sbG(9**uV-?t|6vi{M z4b!5g3eiTbyrB-J1D32Ph4m4xYsRkOfzh1vMRXP}yzr%Y$&<5!K@KBlsQ$tueEc1cP)J68ZI65Z-2cSq ze)etLxTE07%Jb%j--|x|cT!|T=m63P{t2}je1NGdY1}GPDI0AYTRo@W$PmfMoWq5ZS{s(3?yig1r?YMF(44G8O(g*H?)4DEm`#h6?&hIT-|nD;_cr7XM%M!*xbqFXr@ zW82KdacwWNsK;hR$*u1)pf|y=Y%FI-Gx97ksuc!Bm9lTfxf->bUALFtE`PAg=KFQK z{9iA(!LTpGa{qMBnT>Cm;P_~NfE&|$;c$6%#^Y8 znPHj^Dk{RoYzcnJO@FxNjjyz()`l%RCU+HL2P||!8v@gM+Zt)`>Y11!)-Iw&oQm09 zaPbF!l^bt=n6OoFHnTWcaK=U9ZveBm;EuoX>%9E-SL3(h0phI7D6&Hqj?UZE7D)$} zv3PQ~&t2nv9w@#Z?+%Y=jO_yE(piGCJ?V{qV?s%Txdf^-g z^@5?Rc-6o&Ob3;?;VI`cWy^VMuGCESD|cWO9~sP zf?>DH3B-g3by%`x4fhqX-z}(Fig0g{^Hfz+g;^AePb{mxSJG%?!POFCIH=ezqi5$O zOmmD7g^wQ`Tgvd!zEAPZwr8^Dw((li0Oi%2%^%3TNzAbF=z}G(3C*IpybJ*C=Zr=&5!;z zpZe1eP)&0LrO^de4EL59g{%v97b4tSWPEN><0PXL!#P)WhNh-N_m<70fv8K)I7?ke zqqSCLHgbIa``*A}YzYK*jKi78fH(+EI?SiB0_LH?W7wkMpqcfI?mqKVXn;k4S}RHk zT*_0Tf{s}Q0|z%6#Yx3s(@><}_dWFj6u=TN#DoZ~#*d%oJn_A+qe+@iabP@?LBj=^ zanEqsF%?DNQc-gu-{pUQc^Y+Qj9aZa)0}5N_?0x%yc@fTRZ0o$6C%*03cCv~{NS&0 z4-NzFZj zvt4$__#6#qvkAG$xOcSA&<5&e1%$5^G_aRa9Y@ zrF!OJouM0mdGM$}<*#D|4txaPrFY#zJ+%r$V-fbrC9pUqe4`?ep_JTUU;}q%FtqC- zmuFneO!%33pbkr3{gF@eroa7(wR#@^u7A;ee)=yfyWjE{rb~vBV4KuYD{xq4RQ`}f z2s~4FTtEO00vrU-MQ2$0JqD)X!a>7mzd}S9T#HFS&OCESA;OD|lI>h)%LT?}<@5tO zT{02K%>kAen%4)4Ta7y_0vhMlSqr0d0&cS(3(;94M$mAb(lwlwnz4<0piA%K#0G|g ziZ3D{p3-{GrO>FtwD(rFoyUn1bWRgI=dvY38yH!`&Y|Z`fBO@B_S^2q>{y;#mOw_W zLY=}^S5GLa(;&n*o%YRA39IjXP-mi;E{KuXnkxL*c~ zSHbHN#j^BKqm14&@+!<4ml99Jz2pn?VNW_*X;gTw%2@=%!-FMLn=xCinD4c&-T@=9 z;{qc$U^}mP^UfYdAWsf3v4ICibH>)Q7b>n4$|T#yoV7F}o#U^$x+x#;l?uN|Chwas#<7a1z+gV>avd{SXtGm$N1SH4~@o zR@&Lfbz=Fpi9<3mI4Q}n(V@&L)Lw|J*g&8(mZ3H5YE7k0+9MNN2#*g7hNi%Y;mnW! zCTD-}->$un4}AO2b)T<){~u-k*IpZ0z-R)yqAeLyVyxOBz+nQ+I>s=H4@!nG#voe9 z@OoW#?TT-Z;)7>ohCstT#ZG*uQfV2_?fZF8xy6g&kg0{8Wa4Lg6|ee{kMq=9@5gNA zNFAM)Gr!_F_Q$Jz&kviLGt^|JWMqfQ?wB+A@Ba@D{>-CnZSP>bAu|ns>>vInfBGkX zd2PJj|Glg6`d{Atb$sc2zY*&Kc@eF(%!c%i81ho77VzSH4>5{03Zm588UOIxzm94< zLu^QZyD|?q$c$&0HAJv^#q!Paz^ryG!VOT%WH^fsW)s8Ig9=5~;H;;qCfqK6@XPHm z$=|lUmnF?1dRHumi+R*vYoA z2+vn9tQ|58hMjDOu{8|b7W*2rJbFA#EieD2uLZ!W$70FMFotUq*4P)Y0>mtqJIW!y zdvI|45k!^U=72|vAur4nuOWJ%`t4GQp?L<*X9X{$%_GtbGyMwVF53tef$)f@^tN=7qB4wS9; z$VouRa3+gdL*mwG?ybR-nISta9`a5qr4dZhVCfEQJus~G&lPqULyv&VdBMc2p4B{f zo~bJ48X(P&%w!B~*|9HFl`2%s{Q@h)82S{1kuAu2&%M#Wpgd)dQKx_$xTV7H8(WyGqx?XVPOVmyYNAQ_4#LGe{sK&{FmfKP0f9S0e7Ms#dl zZ0C+stjj@S3WgPPZ*`s5`1f9yaqf~>C|d=e{lH_0Dj6}v#!1Gdp>WnLqfSJZqi_gRFRsu$iUKq(nFn?25jKxW$Y*B`t7?qn8`K?J5TU5GkF9i~9bxXSUw^|E8~EHDmIyOKxHaXMYb-lmb|U>x|qEhdpP@<{oIp zGITo}ia}3cCO~9fPqPVwVmoGo7KhtgGW@ZB%fX+2Gxap%LcWc06NWaB5yMUUt8gii z89KB9W1kb6~EJi;qmS;3hsW?J2> zDl&KALgsN4{MtJn;iG@*RWvGWJ#)xAzWbl?Ge7nx*uOj?6XlKf|0(>nrx0SMWoHA! zg9UH-AAgfyc-x!UEk~e&F#}#~d}PY?SaMBT3twmguQo%ro#mmQe1ZozK-sVU&J_T6 z_yd<2zGsy*X0;Z^GBB{?N)8(n6AknZ<#84*Y405;Z4ZT;?Fk%sYID*+N&!nlYQGS_qW! zo+{nC*k=_+W~`+S%XmK`W6bof^(x$K97@hkKH+cyFE+w{fOhsflyjLfG~mOG2gh>; z#@6`MGz@igavhIIzX>2 zxn#_l1CF81Q4L4?h+r}7*n*ijb}T2__-7JB)psD?db=b!FB<~mY>Rq1pwWg#8(c~( zRA~j;FtS5RGvfdJbC2@dfBJq9IP>g2@BiMP<46AHw{iWB2`J2lXL#diOkOmM2TMj} zMZ1lMAneZy(2NVi3DyWEZ`c|y5K;cwcfXk&<(wX}yI*2`$(eGh@o zg*HOGx1_^s8++b{%B*=s#j^B!omV_&bZJ8}BpD1)g?;K!Q)%4^@V5fV7DJ%Mh8n^l zvb(_UMFv^+bQCttp59B%GQhK#-34KHmrRvBU6Vhx*M)G}tu1tW(T(p(ItQu?&Sx1} z68r7CYN%<1sAmfs${4*F`Rc9f-uOgb19F;ZX6p~yMJyB7c<3&UB2RH zeuvlptqtS6$C&uy_Y2wEALibz8yH}0*Dux@~TwwQ?5lnsZW_m`u ztIp_+4(JkTN#QXpvmM|j%&-FY76VGLoXvMAY(b+9*Q=Wph2is6%urgGoPix2?W4)l z6Rn~akQ;Q`Ltb0&r7*Q6dp^#G@&1x?v-tVUvr&g(=h{JHVF`xoOeRW3)U4XohAITC z2xDW(#WJ;#MdHLnkU*8g5E%*sF%%~9Kyr!UQlD8g%t92$&ZK2%!0#>^UR?rGFbjd* zWW)4LyM;!LiG`m7IRg{xC`{~|3fQ1H3x{4Q?3l5MKv=(s2u77mgnp<{_j1?q4$dvyWl723=T-SI^wf;yO3Z*!@diPc_Lg zp=PFmk(sb;_SkI>S!_5p0?KaJrXOhngC{_HHOJrv?wT z9;Pt2W^L@_>nJESnJPZaaOtSu7xx!h06dM zKl3QrRtyu(jZhe9gGO7{s>Vh$OjN#Qm|+qS*7mb4ts`gYXH+3{*Q_~$Gzv`Dsx)EN z0by3+x+g^Nla!#R(K%;av|ElFdn3ZxOj&Bh;iRMkm`s2*6L_=B%Sl9TKEQDcB;)Ql&-!CTZI~wA?xq0vg z5_lL8oiVWswuz3lSbtns9Ku-MwMUTC7BE!=b6Udk)2m`vd{^ zRJ4i8r}w!RDC!z}_8{%0Ax+JeaVIzwF%1h}GYeS)!Zd}$NA6A)q8`!9b%tt5SM#`Q zIxWjxsluFRmN|#M)%t7S33z6ibA=@klNjVlv$eH{T6w2TU}%&k9CE#>n5(DJSV!D< zm6w}}vksITub~5y`piQlhEDnrsQrwk`VI(c-KhpTO-PStx#eJMn!YL;)iH?*yKot(C!V1s}v_QL| zqE6BvQAe-o?P>jUj7oIIp}V-fntZ<^s8S@>=OCR404SaTjql^;8`-YOnJP{jmNySz zZ-!OHJbe=Y_tedlmEB_Ryov5)+}N37B`{6dTkAVZcF&Iq7;-7V2F8OW<3WWrf!xIL zuEa7OMc_+JpeO>P@f<-pUsjaXGjA*}E^~IKbE?B3P_gYAwpF*0^~P)5hU;W%P_pE4@hn15u_kTy1C!I>ac+xqKk+f{_#3~z)}~kWXxsB2aGaZc zoXdaX*Ve9i?K}Qy_xYI*eiiP&eP?WkZu+Sd(YX0KGoUaI)f!}D=#zJ{FotR2SX##- zcKfCgoF?SQZS&R^u;{Ny*VyfTRy z&F*|VXZL=Eff4S`vuKp=ExG!kPx0h?AK{CI<>KIwp)DyATWE6;jr4lU)QyppMR8zy zZI{S!SO!C-1~EAX!?o%q<~_E`O%BM!awR{HOIiD-KmO~S|G{5byWiD6`#*G__kY0Q z-W83!evqn2WQNs1VN14b##!gMcX(IVW<|MFT;SQo3+#ty0ZVCDp@^F$HyI)$3dxWF zbFJ2%kwF+p#=vA4fv@^|pW=;wYduWo8{hj&-RIALzvssHzk%JQ=h(iALN10y@MOj@vcmpcPMr6dF$7%_GwAs)e6Zig9EXTO#c}>8ew!dG)vd z&)w(xuWhsVo+(XenE93N2t+`CXiGevJBlIoQdw+V(_WXEjG+^*qiYU^Rl9_YjMA1E zi6X;`q;ujDsImwPL~9%lM5sbV9cmU~2@{xq|5pQw@iPW?fY*i!jsRi(vhQb|2yYcC z4*fb9WH5}~2q#eEBFJ@2J*vuFD^xQY^$8GL_r|wl?+G}G(((S7x2*+443>)@`fcv| zq2FBl{;_wi#HX))@T*z;*Kdj7Q`?r_&yYaT%oJVSmi4(qY6pNdS`%xap;*RkF%cA6ZFf^(RBx)hHKv@4-M{qH+gBDu_^R4y6;QY#%`PG;a z*X-;dGdeA>uHDJm5P;H@%#U$&wf}Cz#4Xkg)MCe{*Ia@M-e@zTGa*MNv8w+=Gl>W4nb-9P-XwRW{O(VKw1AGk{X z_NXN}urbSPWU&%;tJIJg$BR|e6`f`^&gj}+bkI1K!BT5Oy>;}s$2z4-s3{Vb% zB!#fCueCd26(VD5U>gd%e!tRsX5N7eaPHC(AS{gr0Q)+^8OxR{PJBi=(YZNrQ$l^6 zHv7764cPt5|54Y8+~i&OW4k98drQ9dXFtKe`S#bbm=px!d($xH(A(Jl4rol{+BjaU zauAC%0V~=8z}+ZF%slDLl1kw)c=kOsE0`OAfq>B()v9CWRvWgh(YP-M33zcd8mNL_ z(};`?Dw`Z0@pp4yv*#C-O|<)Vn(-dlo#6Zz2e7;+|^} ziVbNJC2Dik)C8imMXk+|6NA+#ZK1?W^R07gRZntUXhi)>$+_<%PaFxw|C;ao#qRU| zUpb3^Z|m$nz62C!hK&F2uW;rE*Fzw${KtR4`&|E3#e8eV&{pi^6_W&pO#+Her_6O|ygSd$#@ozk8GQTU!-fa%PMISFjCPl_j4w?=zy@0m|D?D zHY};YgAdE(xzUcz)iJLy1c~}fJ}f#QtYdl5%5+ChsMm@b&pgD;ND`DUC`}S-1Ea94}yPtoW-8YE+^)id)7vjCVt2!h~wp}xt?FQ`;Iy_v#91Lc|OB_2wL z?vK9XUi4co;ep|`1ODi{e~JI&BX41GWz0S0S*CY?JMQ4`be`4L959+fCyCy_bFSpx z;d$!dd2)H3J-?tZj(f^;Tq@493`?v@>Lwbfv}W!jYp^gm15<*4Ban$@S1Xq4IrI%p zVjd2S#Yp^~@d)|FuV$==JliZ&HqMoI z*a_^0hQdT6dN=qE2#wllorTv^qn zY0T!n!mwbHP99m(xQkxscnBUFu#&B@JWOw{wmxJHOAL--FMDPG@K6{F8ku3am=0Xq zWRH}_f;LDxxVM^BZAi0CZM1->i5_hYtiuAa-%D*61y3zY4&L`h_TK*5cz}6&kNf`I z|HSA2{^KmKOz?Q_d*IKrY<`LZKi}vh)Ec$bimak=!hVP#T$>yuwmmuvLn$U3QXOV4|>U0t_TJARoY~@p`usG4kk99#qL#;mU2fAXxw!+Ly8glg%Gzr#O ztzT{X+PM>Gc=A23<>|NG55VB*1K#k?f5yjt`kOj%!EK*qOV``gOmjZ_{zs`>jW}XP z*%1h4M9Y;{YolKGwC$atUo> znHI*n$s;y!=$wy@n~Z7b$UB#{}vIPxTtYQ)V67M_hI)CL6N6!#=4%o z5$BRv%#|Ba!;GV#Ok|LxH$mg^cayE%N>E3Z+#=~U#{JNl_%kG+kPduNMoA~FpKK>4 z8n8@l4jNfB)yAQ_Kc7Vnb*LGbKq-OJK)#*viSKzGGR?>(Ffq!)SCp>ie0_t_vr8sM zIrBnfdYpYW{+!I`aN{~LP%t`NT3y2?fny86>pq+kp4t}0uZiMszK^0YWW1m6bhD4E zXR!_}=1Irs>9;+w(nkbFCL@z5gkE(r5JHBDA!4DX5W~Q@4hU<(1JPBYgPe+qG5p@U zU(M&g?OqfZT-)bszVjFPm7n}Z7FQ<>jOCsO-bePr4>EN%rCDV`t`!^&hrt3hP4H~x z6^01hSQBSY6%1q7pp77E5P`x5GKm>P1*Hy#LmVPX zdkluQp$SW#nte9S-oU^_ses6^jtuwx=77r2jNw%dB>EUg@Tc*DWpvz5z8_N#?>4&83Bh&K$w-4)}IHe z0EJP4F4=GP*z@uCLj!r*-)A9ad6vWw_NpCAtJY}a+T@^Gq6}22!-8cG2`-{^}M+3>WVH zj~P7s5825pL=?6%e&auTJ-U@4qMR$1>^GiZ4%sS}6vn4LqqU!u(l%%gLFViX=6uE3 zo5aK>rn8rYz*n8S!7sm9qPj~V5#SHWZja-&0{y-2G0rMRu0aIK{fe*qJHN#zzx4sC zX~D=fAnO{%x6AGF?|ZoohJ6_ppR(eu`!1A_Jj_OfS}j$mnTKT;*4UOz9BQJPNu!=+ zXjp8p92VLzG#QOX5!fo!EVbG2}0u}SClLUr=BS&ya zgmitZqNV|4(LdfDQjYc7YxLY@l2M}_^}FAGB~q|6iJ7CCpc_xI{h*yFX49*yHJxK? zBz*^W#g&IV=!_a0QyO2n&P%%vY?ys`**Z<90U6=pt&#wCW*9?pQBv1Y9Gf3Mt(^2UX zHD`M5U6uBEDL^nR!h(Zl#$lMRUAONK*>)2Kp+aSR%!qCjp<{-vuT8C|J$~|2+?{EJc>)}2)N`tIH8vsAc0hy%&^E3v57S$sF>uKTCXiAX&<87 zN9#~ig=+0~HFad6mGBhrQN3MhHDh9Dp)c&||vOcI3HMJ~52~1tu_qKC>=L3&o z6}EwWANSEwe#qDVh6OToA>Y$iO~sjb4o}1YNO&*VYtP;DDkGY)(}xvmVPI;+mYRA(sd^IXS9j z*nTz$Lt9WcmgOYt?55VH+rKhmab?I7gE_Oq=;ekpu1)R}_nS;3@ZuWJ)D78pdmPlt z*!s1;mCm#9g12CdAvX;>*^;sItG&;{R#x#+RgxKpAu_1V#%pUN*>(y()a1q=(VA=9 z7uSF#UTd5v=iMrICBT+d4m{lOh9=ya{gNBo=}qo72WzX{EG#G_XY7WMn2`hPDQxJH z?iALumDLW)m-81+*t%sgE83Sy~36E#M4eUF*r85x&c+a)!}ujNVt#KbZ0UC>N(KKp^kdeoKtAfAtdCdrddb+Y;@X_#Qc9@EGc27|L-?Uj0!ZbkQXJ#y3EQ z!x1o2vY6y7CwV$+#B$@xnE9141z^vdN1usWf}SL@|B+AgnRma2YMSFzQ3C-(J)T!LRQqo)*Ffci6Z!vyxK_SX^7BFWVpZ&n=83O|XH)_Mc&KPBe!gv}rYsPy> z`gsG}P&&AOGN%y3Xu~!fSi?c^+&`H!b^{!7UFh4GO>&avz}OBL*wZz^ZuR}`@&}{b z4wL--E4RV0FT)Z6nUM5{d9uz+;l?pK-J+WAR|DHkCRPI2ZS9tSgYbNsF;p@)*8lbF+?p4uYnM%^+V)F z@dQFxcCcZWajySaBuZX%UN4KJ&@Wkg zF8#4@|7*f>6%r&+ZRLFC{jaCqiW|Bm>LzVDhum0T_bLKPmb`KK(@~qJ6h|1{ph{je zPYm0G$YgK`OKKXe8CYe<90gkx*tXG7sMK?_si`zDFeZxn0!t0dL*S*lVi6i%uJ>Yy z0K&i+#>o?#NlaCLGei%1YnTi~$Xl;Hum~DK7*(vv`PaL@9Ss$2M?M!FILwX4+1m4?0~RVlLO+xXsLnSP-6)!RB3>bG3=zakHt`l zu&>Gmt(gVSG9+We!1S={^ITSJ#t5_urWFw;GCo{lt(e|> zwmB!-Ic|FQ>DVri-Z4$zM}4#w2(z93%_?L~P&B=l?fv>}u8@wbUVUntbZk`7o;FHi zS&5iV|Eu*NxAnFHyUVboP$e^27jDtALv1?PTd{O-9ap-$_M5g|7*? z9CF}i36P5`h$H~;X0uOemjtuEUaqZ8t7>WV=)tHhZHQgytzXC0rM+*CllIs2T!The z&Pi*g(e_P`43}^`9@_)Rw5OMJ{Q3(iOqj@owzAUGY7+R>#944`C|_IJFrb(>G zJ&&Q3n)c-;v3mNU>XCyeN%JN$cB_!IK0|bT8DhrCDpXj>2)g9@cfEm^-~JHG&|sgw z!9(BvKl9n2{Wj#Tvly|Qx$-A5)jvaf%!~fmOJa>_5A5q7PP;t_jX<}tDdcFipSFKv zL~v?wk}@(YENG}gN~2&b1u=ZjqFtEarn{(rXG>sg;~F=%j)93YWD$JS_p)GVm}WIE zy!Rpg`P=U$7sL3OL%!-=zrer#$XnRIGUnOJ@{Oe4(Y}Nu??Z2|Uifk{k9*5T=3v_gC#Rip2 z``8K0w6(E(#|+L)1WyOjS|F>;f_1lk3AtF1)`_qJ!1@lhwrve@9o)%U9k6vB&qiU} zft5KUCrF4)FKgm;aV<{_CL;K`mDP-F)Sa}6Wfm0b0O#^Wgi#U`8kEdLf&6F#nfT@l zNH4o$(Du8i$JJ?_is#bc9$wn_v;zD6GBPnVc^28SKt>^E z;kCg6f$40{*5Qmy;LLMTxAy#Vdohd@p*V8~W;kbTB0yIrJx?Wu?=Az3ohLVz(m;{+ z_0fLKBY*P~JpI-O*q!E#QwG*bh4Tpr+q9(z2ByT!pG%F|UE|)lDi$~l4O`k^!m@j( z`)>Bta~DET_N(WT%t_34-P$ynMCa^{<>$%m8NT@L*YM<9@5cheYlnQzcm4~0`6s`D zgDcS)^Tt=d6F2|6Ywu8J@25S`VF^jpzhjZ7mf5uLSNNpw={pC`JXDGOW*C@^nkIr+ zDp8Rw*^Vu1s%7+75_e3mtLTJ$ui~|T^AmjWt@l$;bDDI0P@fpxfrH=)b#%PWy~n6$ z5h|3x$TgfvfNZO|szmna*(~sK)8K54*SId8%Nw?Ad^>M8j+bkTSA#R2tAmP>F-O)M z1;)m5=b*+)bSg(1k513kCt$E5GR`K4OWfW82Ic(okwJU$`8ZbtLNmRcP4ag653Ae; z!@dkl=wj&CB6j_9N!G{rE_OPt1pQ968d@cH@smNmv~ST4qU4OC&Ze zAiX37ZTo+(=Z%X-L>#ZnAN~~g{qS$C-Sds_{AbxNNxSp>{;#xZZ-!zRn4e+p3u4XT=x}M^C9!F zV9(DxFsU6!P5)M+ktkSdV8_Pev){`3?Dsv2Y!z%7!$AnB7%H`75)DvT86X1#m5Ji_ zF^CX$oZT3&m@)LG4>YQjMp&?#JFE8*NOQ+Y8I5Ft!mQX_1(Er%A0W3S11*_1tMTm5 zFOe8x<0MN5?Uf2sye=MKn-EfXRJ?z8O%I$PjhV4o>c82jD*_NcffPQ4N%a{fEeNDY zmmY)oMU-yc(OfV-7TJRsgh9E@{#nVD60il{^)RWlycCDUY8Bt#yl1m2L+tklB%>8mr zH^?j0-cy=9wnb~!SEbcG+n*s+9QaumR=T=I3F>3mWtgLObqL;^6K!1y3OweHs}fmN z%k{dBnG;^?H6~<#{cW#_;BB@B{&t7EJ^&%^6?#I$dR@I1wX6fu!K%$@+F$2NM`>R+O;Yj+}gRCil^-(D4r@bEPa#;SoKJ0LKPX-L=Dg7G~-~D z137tedL3RJQC-d%nG(NMqA#>8(i8R=JWIcq+IY;^6A#c;h)F|^n-y(OVkX&G|8A(( zo>db9b85D1xyo31%D~1JEGdm}F)P==%|Z-QoAG?Tz{-+~1!z%HoQVSWP1Lre2h8-mYdA=lm*lzcT!O0Fs$nXJ=s< zl)}zgc#o05aD!!5xIh(zg|}p;L^XzCHriS!F~cQ5X*`9=D5W_T2y5>>P9bTU9DAGV zir0obSp&;Z9Rb2%HGOA(jupq({p`p2y1(<=YuCK}yH;69KlZ(Ulqdi4TgU{aW;Ldo z7}Em_yFMngDAL}Zi|O?IauLSHFb{#;#H2V2j&Uld-;IqT1m?jfTY9~;A;U9YVO^B~ z;Puk}+o?vW4TaeTV>mhxQ>eM7Fv4k$OpADrw9hZEOlYo-BLi)Fip*DzIB4IK7{b{C zVpR(FuQ%3AO`vJ62A>=U2Y$i6U(hdme$I{?k(q`{qm)IvhEhR@C2qdu8Vz}PgN<5PzPl@bBG2C zqdYX2$4q@?P@7$}F7CxC?(Xg`#ih6vCOB*x;V`Zsc&qAI~1Gupm-3l>>&qd zl-8&FadCBn7kIu?cYjrTWjMXO^OP?RXW}_U0pYL~PS{U3{67wBJ`iWYj$@F7DMlf3 zRo86D^F=mO)tsN~V!x=Wze3r`S$m5IO4@f$n^yj>1btK6;eV5v#VdbSQzDF9vP5dN z>sNXnWjJa=q_EU_-$mjID7p}dYp~ZW$F%nudk>>g29LwgyiX3Uo^oTtx_z>#jSNSs z?e?`!(EI75m=rfFRj35QX=bI7I2eSo5P?t|BEc`ZqlkMrOLK)@J5O;{Qv&yI2osf= z%}0ikbW@pVl3;-lx8_jBK0ng?*dBvI!W%+l=)NtuoiBLDnW~TD)FboRCDocNP(Yk> zACZwrDaunPDnq^w2-o+{t;W>bWlZMmvM@pc3k%VE)Rgq^4RQTFmEu_pVGsBh4~1K` zR9vYi8_k$TxIyaICF2M}l3KRJh25*7M@|D!Yg zhq(;H(Y@VZ*5(|~p7Dl^fVjy=Y%!VLpQ3fEFfN`_USvWIgGmcCPuXtDUD`mG{ox$(=oKJLQamLgg%X=!K--s!O_lwXvA&}V5n!q|u1 zHD57I3}~I=@)T~ltZa~%0HF97>zpX?t$hoIqDlqQ(410p){JFAe=>!Li9Sjp4hRGZ zw)iq{v0mP08<^7DXVFLF7(G~$4OLNh{YQT^GP?;g-bd=M_cu(wWFC_e_Y!hEFhKr7hj_k`fE-C+4uH*SzbzNP_9x`z0)nI5q!h^lH&AB^n zT-!F1N#=OJuI^dEJWtX7w|l(WhUnh(+0C`t2&8rjPvubO8T{F;#m#z74>E)0*L(CJ zZ_97KlG&IEFnqDsQny>si8()h@r#c{jF$L6P|84ji@f@w)B`ggZ{UxXxs%H~cUkU}sr;CFVU zwX&3%$m{@i5?2vU_3w+1xC1N9aoxQ~Q3^u~_-}Fz3p68p*8oQj0)QZrd&M>2f$8#N ztOCN7F_B(nTDw)MOZE)a!>V+nMaYZ(NlhVTsyMUSg_>fYr_1`&Rg9TnopNL5tIg&K zm?04bEsj>80QLS!i2R9S9BYyA5%uGg~zA$QB6s~ zl0E|95ngaFf#fE(rHfTU4!slDt7%yh>FEEqycE`BdAQ2*ka44VfrtnODkTFFl%HDk zWcgwqPGp5gwWM=n`;m-oiQ+Hvf~|p#3Tz>!SS;;~Yer%UOK}U-;7)oQ1hzMovmrVg z9tvO7%a?yRBKP@`rnWx`_~r!{#SVHxEIQ>7gAFqL_KoWIVja8ju`-Q?ch$PDGM?zg zuRlN3#i`>px?(h0To7RbKdiM0vluA3w(AK&qyLU28>u5sPoR)~Fvr|hknhAHsTO-h zBxg#U5{C2Ck!gJBNUYLneqD5@LO7o(zP}yau7{2o#_LMV$}{9B-=HqDmpgQQ$z)(+G13b5n%x@EE&()-V({4+H0586{(8rLl#Fkyk zup;dmGRHxI=&OjI&VlWH$mS3V97Ml222qD>)tmCo{PDzG>&wa{knM!ndezP+S^Q;K zr#108cQeREflkVOe(XsJyaUE!5%hTU@ppkUo`w^T6+U&;sF=jJx1@}(>6?# zdjpU72p%l-vcEPd<8JBPb>jg)F`AbE-wc786+C~vZ`>X*O0(SLAavavryVFeCHe_c zbPXg87Kp@rOZ<*A-+v?Y$r_8lY1jI$5O#oXP(j|EKOo}D+L|;xk0LDS#~QZ^P^nYj z%c!se1@&)6f=k}2X*Fc;)(bodcJ%Q!W+d-{DI|uSPmc1kxyz389Lsa!F`#_BOP!ZwJ?i~?3GyB=agZ0 z=|Rv#DvP!&hTSRbpvg${?81o41d7%~qNyY}SP{4bC^^I1F6Z;o;R?(@{VsWRYa9`r34oVQUu^ zB%+FP#&H$)WSWP!wGOSFY05ErcIghFy0#+O+4xlCul+4smkD~A%xM*1-JGHj zJi-pR$>hP0?T(2II6M$}273m6;0>Y^J~*?vSEh21WWO-TLxEbMQ+6+qjO&q zlMiPrCG>3luDWwwB6bxt{P-Cm`fG}SP2PAZYty3OZ&Jw$dZ)D(OaeHbSDUy?l9?T) zjLfW01n!f^lKKdVyzuA=TRSBeU#1u~to~-+92pP8iob4r^WA`DDgR<7&HD$}1D_A* zrvfh54jt}K2egV_25ALBj7a?{-N9z}TvigxK^(;LZ;3=Sohg_H?Nf9jBjQ;f9A&d03B z-h7*EPhuU^?!4A?oMP?(oK;Xy`4(DOsO4I4I>askF_1=V^qFV0kc0=Xe;V+oZ~^oT zC7G%SD5fK4GQLlu_d0Z}`+*ra*{Mr7B>wi!&k64RIAy?E$XSGmlKp8b&Z8yyyKNO5 z$A@b<(`QwIlXJBq@5St7srNKX2{OJVuG={9pFASPo1Z*|8hi+7pXg9 zyLhrYkvRw#@jMQ)OKzJC)cfCmFB|*H7Sm&V+p&gWu15IJkx8$qL<{%jeWq3|eiVce z_IX6hiZzT0_l0e=L<_Xc&d>J?ma&@9%%NJN^rc(Z~ zjNxNdzPTNA8EF#o61LnB-NEn0zZ4MDK95Yej02Hx*6u^+E-cdgD*6=R3(X<@zv~Rr zzWj?*o@y;UeJ8B`Ib1jo^&nBgX_)dOG(3a`+9#fffX)PUc8x?66%7=&(AC%SC^n#! z*vn*7ViddmmiT^Gu)BK`RmS8P@YKB;N-pBxrL53GDbahn)?}UDY#OhsQ<$_6@d%eY zbn&esR6%O)c*&N+GPesaAM0f021%e}O^%uHZd-0K2j}-u?aaz4$mTvliu~}*f2R(I zRY~gM*u2xZ+f7YQF4)(n9ya4}(|f?%7Y-scS0rAl(X*QTMCn#7MTtHPfg#_9EDio0 zBI4L;1F*v~gRjgvdhL68zpRwJV-<_KA;aXQFJ51HbiNC5>w#w;2)Y6cN}cVWVRQO6 zgd{9fyjl9@Fn+|(g71pqYH&$+=YA|!*6CS-ww-OT8Z1{^ZvO~kxi2ZMf89)pQE+d$ zUAkX!G1%f6UZZT}9|etgYm0Qh<4CjyaqA;Su=*C+Arx7qe3KvfR-N$aH=k;ime;WX zHJ5oA#*y_%L^oud^<|9rj3I{5{h|~Q$>g7rbB$2K9q(^|T1$Y^1Yc|wwfEK5p%5rY zQJCzxt~8n^3u|Ncq&4`m*ICPrxpFooux{6sQ({U@H8L0PMAvXP5pV!NTA6bK`5I43 zgfS*rpV4$431wtSdRE%|Hk?MpuIoL&T=__-`*x>sB^^#?!AwDQX0oN#hV_wY)}U9e1zP3Ay-MCKf^iHMWK$Dgq|#EHOl} zdyTZbebxL_51JQH3^o+3Fb%f_Vqr5BLru_Z#8?qd%0P0cNlv6xDmG>?g-S(jdQO`8 zKwlphFJ)5%*EH$ie77SWn~}Sn9=P1JgdJx1T|>q9OSaXeLmd`l|gs^QPGlwh`q95 zuj|xZkCSs|`;PBqhE`R>ut305?e1ek_v zzn3^T1HYj2=(gSHeJkVttGCjN_WMRvetk;8gk#V57f<}I$9_JSjUU`|ty6(}T8*7- zj8PMWyxf69e@X0T8$t1@v9okF7Q|E_rUypuYwdTOR=vKH0dW8ALbVmCV{le?9H_A! zMOil>r78IVv9MhRt~_FU7)TLS4vKlyQ*G31bUv;GR7n8}sNn=%RxjFi7_rGi$v8kUl2Ak=Y*|*_`q>foelK99@ z0s+dfUn50be&>y-^@3R4yE#5DpWO|H%bSN;3nX(;`dCrQRU#oF&{uO*zQ1W8xTEDS zFoeshbg|Vanq3O~Aieg&V>}p^b&Zp#t7QnZTTv*gq4NgWFK`Og62J&zmebz5Nh}IO zY3tI3RpV&EHnzYb%3Up!vp2&m3p|V(rPH;@Gw1fspy6QU%2F>_!MdEsFKol`B%%!? z3>R!ZT(0M)ByJB07AX~1-pmWmb6tv{xSZE2EFau^eWthzb`bbD=$$?ye~E9oB7aW^ zT<{Or1AidJ_PVs_KB6dE_h(5+gqF?sQCT#B@Yy+5vV%uTshLmu)gL9Nmb_lPZ0wLI zS*%igYEH|cm>5$sbKw>$&NT}BGCfCHtH@0M!GsMJThs43vv3Dt9+QZx>&`CQGM{X; z9$6Vx1s7@~qT8jXk*(C~TUO2emGrEb{(&n@K6>{wf3{Lq3FPeJC#BF`{_@}^ZQh&r zcD-{rf${dTzVmpp(t_cKcOQ6LyVO4#YUmgkyJyc^CV}^m3BDKHLX5%9d?u=&BzWog zMH$Yu5`mqgH{V9Uo+_~gZJJYN0Syo2<=q&pq;V>j#L{NU8})Z%zbq-iwdCn)ZG^S) z4zA({^Fwn|lGY8r>QU5yDwvi65)1P){H43+SK65-%a6Na?WPuEqIMT0Kbn6hCP=rv z8wDm_)U6mMi2fuoW+tx5Iu>~j=9m4RjT=y-ip#yCUn^P}d-S{-zRk@}Ba{EuQQm;MCV z*4v!K8(eCHf1sVxl{30M<;HNR&mgS0oyDPe53APenvD|%8IIxeVpPpblOMe6#c8tT z#@1~~4Q;@H5=F)c1k+>_IxF{u)`ka6hkFl(iGeFJ=mE39(_+FiC#X(Tgi}HE1q1HC zwSuO?0QH%FK3#8@(R?OH_$+jS_cTiOQDqh?&~bMC#qDbz)X=TJ^>iNej~=l~VRK&i zs_mg!B<_FO)l=;x+Ai&8-9J<_X>>(lP}ce~{|NLA`5OKGY2nKA(S-PNiH{wkXlgJw zKYfIlPigLeg|bTt3G&9;5SSe^0w0e&G7qmz{#UX0rP$v0KC_!PL;Ox5Ut#^5Dhq0D zX6F3wDJH093lo|VUE+tuP8zm+1Y5K$!bMBhwHkJ!uk$!QN74nm`Q-1@kn`hv0`Z@U=R`C_f3@8V!Ck0k#z&s(bdmu8%n%> zrs55QyfV}?&VxXW4*?_Pap#+yArqg8F(Mi#99jga zK;U^RX@?t}e#X;dFmggTnJpex9AWMS$=6|e+o$xoiXh%loX2nvR=erP1F1Ri1ycqv zZ&7jbt5`SN*i`1&YBJyiE+|bU3jC+o93qbPvaV9Hay`%cI`myRJ*=;@Ent~no+yZL zw(CkgKkyaW2IgoHEb@|2aMBidoTL9O@2BZ^-+?@j0TC^A6W0=V+3xQAr3gn(2e-u&XX61lk1CdHXBAYK0 z2mADD7!siWdl(|kSo`-a-9N80-eYrjo-aX{?>Qj-Zk*v?St778Nt8-y)Do*_L<0ZF zn)+p&eeoUxo{)R~6oTd`Zn_`Rm)0Y0Yv;6)TVDL|C zl0rrIhh-FZI;IZ#&pLAKesB8ug!5iuThQr)Ze-epd~!-Fd9AVW&ljszyQ`PVwyaU* z&c=me185L3#m~xFZ99l~qr)Y5(;OG50Umpp&?5(X2W^H#{n)78vDL=sTr6(k5xN?2 za<#V~?Lm*+yxpV!^AQ>7TbutMVC-2?|28Z>asRPzsK+Q@haai|uSRNlSngjCR15j7 zJ#y+sq>VKUGq^^_23Y-c{?+U~C#H}LnB2g&?Y4M=MsxZN+^zZb+@x^aV5+J4A>Fs% za%ocpD8h6pDR#^%FU}E7!*~uekNm4&PkX9z$wm4uZ&2IpJ|Jm+-7$<8pY0n_pdmx> zPBDl!!e`dDlFr*jDDlt9pxVFP#2WF@0KLO@soW+QLeS}x1%nlM9zG`cUW{tlj^?q; zjKhLAPPc~xtUv677eEb0-wwl%;bo|tz(bFs9UZEs!o6-2@>^_elm8Egs`~2LLG4h# zUq}9;V(j&*%~Ap1;*;KEMqo*wokV&NR7t*Qm-zxJu9w++6(S)+4U>#jMm5e5dD~vO z**w62O2T?r6%Nebc{z2oOzP4%wT+z&Xtfzdj%$&{r{ApgG%341%-8YDl#~7!rfE2u zjpAC@{n*m=@2MIyZ2#2X_%R`Hf_0lh&5=BY(+z;Q49v-*vARNwq5Nmxse* zgRT9a3q&EYDeQ{0VP8BkAs}AV@@*KBpIr#c`D2&?hMK6j^-ICTX}(9)lxXa^9_!Xl z6W3SLpch{0X$TYlP5M73zDe3DQwRn(%6RhkH}%085B-b*COioCZ(XgwsC+x)YUe{Y zIDc)!`eJP83!#!Smt5wr5!3{Xh$tBQsdoae>ex;>aR;$MSWk&C?#Rl#)l^`KO0+Jq zdQhw7fq%4>JalDEc1%b3f!S!{A4-rRrcLiU_=VydxD|D`#ATM%hKpy~nBCl=yY6QI zUqFUWvZjh&j>#=gZ#orj@*<7t^Sfy^X{gReIl4OHBIzO@C7GM_M1WtlM)+D%@Xogl zJS)Bj^)_AS9gL69vt1zQ?B;hM#J6-}kCU(j)`>u5M9(JgHXOnx`?383Mb-FupSM$l z3M%9370@Sl@Rmm1_q9_5A^jI5d$RtCyVaIVr^Z@t!mM)c@+)`zMO(o50|e*zAHYI% zF4)xg2XdDH3Kg>966nWMH%;2a3c-Vj{2{Pi1b0KaT&iy;pSW;3J_Yw7i`C!u?@ z5O667P^Sos;j{B;O0?gCl5L`XyV}vj3(={JaG;Nmt9#;4lil-CgPY!DtZZi@upyaf zfCutjit-dv(vdOw9Or`KjffHWID!=dPHZmt!SbnH44dd`JttWCpm6Gk6m&)ofk%p` zwO{j4m}^CB@%`(X%Av<_b4>9cRpwwkjMp(oSJ1TpMoEdYC`w^IB!>h{4hk28A+o=8 zsi)hh?(qDiBL#;3Ip5E^1}b*Wy9{;P@_V8E7y{NE1w&=E>J@`u5c_`D6nMy#jyrbB3lbtU(Z$8xuI_m)4 z0Hi)oD(Gfs35-L0xLCEV>%MB?Nf8O=Q&`tah_DK2IWv^xMge;QSh1p z=z29@tfCM$Y8A~*a>YC;i0bSMz-r;H?bqka?W~-Q zlY9gOZD(7^!pSGXE_a+S-~&_X>u^9j4mP~^D`g%em>lIIjTN1fF@=+{A8^Q$T+qdivX=EGtYG_-VIZSjjxwkW)c;v2ObJ!T=RqdR0w@ zf`EZcAqTAD#_oB_hIaPfFq~-cgHYe+m8&uY#T?G5nXGfkxN9{a$@Re2+BJ3ME%4doR$e#;^3iuG|ZU$f}nP(4q_ z#aq-AoOsEZq^%d}or)u9Nye4}d+7mzPNe_WiP`MobKZ{+f#2Jf2D|ia55DGOj~-?i822Wj4$GE<9h#& zmk%U7=~nqQd((kOEeEyC6kbin+pL8b*-zbOrz_&cBPuNlT($)Iy@TovEPzYLL$=up z`65nUHu=4RgF0L%a8xIw!Xiv&M5gej z2@u55VN2zE{--PLd;XW#4SikoQ%AN`zQ!rG~S9EH)hl0;Z>VJBTY|1a*m6$zn32-t4k`=Rx{P}Xj%kAZ(+q>=n;<;y_Dc+!2nir z!c`3C+Og#HEKG>0xc^1w4!Px1$ZGbJHi07EdA2933Pe>u?Ko;79r8fJ zg{~18xZ!h`Kkk6?wggYS(mczCOhA%httXH6r4~zs+E%!*$3zh@hiRO&xDZLS;e3?f zm_Z$Ju>luG+J=EQQh4U={lKX6+Bw|;$!%JAGTdmX`t*WAFiRKAS23-NT8Z#YE$88n zXT196Xd>~VgZ)BKL#FDy4`?{lXQms**I@WJ3+^zNTuV-H=SmjoD z)#L)&$NY+Uh-3Qdk428df89P0VerP$$N#mD`>)T3D9GLI>sGoC3OxSn+lj9~?%Uix z#L@#WkpEbJ>W{ZwfFYFerZofRpvC)SUx#1$#`%OY($zQA0S8^q+`D0K6+nrPzO+As zKqFt&&#XsMAX<=>cdM>-LzK_5Ds{_z-qQ&6XVr}rHoPsec=OPJ5Az2U8Bb_1p8ikKnuK)x?@Dq{b>pm8)_gCk z|LH6I6CbeKhlXg1+Bolc9kRD)=V0?x(FXC#cwk2VYP4E>-w(dq#t?Tt>-jejNal6z zd)eu}ouopso5@?_3p{;f)mt}F+rO{AKP(j^(oD{Zvp73&p5?UZJ^OXb46M&gg}&A~ z5}>Ft$-q-GWx2(4Pdyh4@A`miL)rja(d?pGh6NC^3yecg6>2W4qjibi`1pkrt4Kgo-Bd!Q12mUx#HtWf zlfLfjcMgHep5b*KaIouNUtRa5#oXDhk9%9wGA2%8`)%ol^&d+S2Yt~j~-#2Z6SEfC*7iI8VaTBg`(r7vZM=+4XHa^V%o#xaePeb>^b7KDA z^kx3SBR?5GdiArL!I&EA_m;=SgSu!A!0WVg(T}Yn_U<(LE?W@M93mj0$C_1|?uJ4u z?U;bCMDtYYTZfpZxUOr5Xn?ins;I$T*z72t3PQ`4VRD(B<|rqikN9r9I(3d;w*-fCuB?#rND@RejSq9>n#Te2`*m<~tbZs|-hnMpa~p zx*=_e25Wf#+kP;~VDbLC!L}oEjeG+=7q9cdchBm{8|&XI* zARltblYHtU?&t}3djh7a*N2-oK?dgmH~#}P4({C;KCLRMweGC;O*qiu=9K6*h9r3uR`vXm*BrZ_ zBeaH7VZ(E51i=lk?<2L(sjpzr$!nP=tK-VMQT^wGy5QLLDquR>QWN~Bsyup$F7u3; zxF2^kwM&`54i+C<=yLK^x_td#f>xFq7gw9KX`9X)ykB-TmHJ(m{{c-)%RJx#exc`Q zAE^?W=y`8vJd;xVc_AmEiQvUJ1}*YHc;z&h@e^Hyi6?br051jE=nZGTMWPZuAQzNf(yxqB68 z$=FT&>0+90-gUK}wu{B!l|_?$OPV|4>!25+(z#l{<_p*qMz5++Z3)DHyjtIbTsmL> z?_WY$z3WeL-=6^)O?IN-!_>=*UwhV2Gw9Jo>Z6+JcupS5do!DjDp`a8n$ZGGV8vgpL(CJTtjr0xs8o~wv%FW>tf${%bEiJ1g_GWgc4wvQ#r4!P+ zHfX?KWE!$xtmw@x2f{JllrGo*9-ME_uiy!dE{7Ug?6CZKe%I9mpI?i~KQ=8!418Dd zuJIV%KP$~ye9rP6!*Fc0G8VGnfdinK8qC?HJ>^UGb_o@AaM3|M&)`iwhv>g;{yHx8 zhTp>qy`YLWandspz83;;UB1p${P7$dd>-+9Z@Rp_|A5JVeixrGz8?mhTgAIlKeLXW zU)+(!nKX31ZvJu?6xI`7B1PVTQ}l%X7v*=nBxZ1+3MWS~Q@@Zmni+R~tCr^#Picd> z&E(hAa58prICMw`BKlq?0F89sc23eRyh8eoUkSpniql^?TFYHbK4Sv4x4_Q(8~}X5 zM0)gT10aquHm8$Fard*%)>qq%U4K>rXTNa}UzxC6MGIBP4%5>D;&#vulMusT7WPuE zfEmi6hvMnX7WR~@rGz;}LD%S^rD9TE`;pMeMN~EU3$EweTz$R&3VEb$;Pv_Mk7;3t zc_xjK9W%lCC4ZhQ zkQg-e?3;mLPH+6;{V9&!1$SLR$lu6_f68ON!Q1pAkoo~G%vRg zjNe*#@?JL zb*>3^(&WMe(FNVcre6ALS z;7eZaiUEs_ez~#dT1i0*=zrB|@ufe-HO77;=}sCDSU(h53z+s7e>D`zcxVxpb^Ht5 znQnaqL!PMVbkGZ2cNg7nP|dhmc@IEh=;5*CLL_`kFgG;3K~Ab|x}-F@Pn}L<$>A^YeG%)stWyfiv1xI8F+F^LY{Xmvw;Z z4nD%=X6@+t)E9Hhc};T(6k&_xyb_)y-_ErU@1O<%5`Pq&<_pgX&Ss@$@nT@7*emRga?8ROze!3f9GhYiVPaFzK*PX( z{!VNdN?v~|OG~-9b^OVr*8#u~Px0%xoy&HnhQ#4GFOs`J^a~^uK5I5X6O<^S?UW%_ z){(~V0>Wda0>J=H=Haj%x|BSKV#Tz}YCRvE~8}I2k`s>Dy*29_;u1=#p31&Zhiv zrArhFr7$BV0n9GfW4{-y{Tl>LXq(;KBJhpP7J4*Sqi15=z*oTQp9w|m2UAia+yaoQ zoD&6Qi}+=%dLaWalhlG=30{GG1BlS&VY@E*EDzT{la~4cx;4H+&*$+|%{FNnwudfo z%JdXol?;qmXZ&1w zyCRezlZX~33hfe<@Jzu-U1#qsHI`26N7S~&wLmHe8g3XjR+aV4&9wR*Wj!*F zX-cc5WM(1M0)ISAxfsosqMpDpkCdJ~JYA**F2{YBi!f%fX^tjR63iDofkA?Pt|jO! zD9MS;k%b#CQ$}aiA2oy|wl-sv(vs`B!*h)j6s`8SPH~LJS`ZVZO`kJB=J3uiYKlqJ z+6aTSEuArOlAYxCvBoP*t9MF4>oLbYN&I)_qzsF=z05&>RqkGsa38TJT9ayy&GmUYgrdtGU|=cLA)%ZIP(B+H37iIeNFrd!dx2y?6gJ*jC% z-I<;KuTnB6-S`@6wDx`W%dB40s%(BTGq$_qDIpgS#wDtE!T?;^afXUr^uuW?t7w!^ ziM*fNQ(~{4hgEtcdl*wT>`LJKPAROQZ7@YmP;q7f8wm*@qDX9nL~fClkLj&H+@nJ~ zy@ofoY|Y5aWy=LwR>Rlo$%aJ4sC3Mrsq~J8tLD=;>GV0qRm9agakX38Kz3wGhGmnX zxrM*kUj(2^T3diqoR|sgqws_-Q;Aam#&47RMM zFQE#lLpL_*lAIBWtY&29`1Szv#^Wb6Srjx&t~RtZ>x>?7a}M2eUdh(?)$^ZsX0>S! z7OCqW4&_bbSe3YSoGg7`uj}>^%7%7e{{$pe3Fqprb%#_t*vX zdnJ_DadZ1QL(B;<`l+IDAHASDK(G9`-aWphpzY79tKk{EMHgjPSA*2F$rpD5D9LF< zvI%CSYOQX(*REeRtp?M4PH&(hmu26>vlV=vS5}c<2$uH)*zSR!y7kn{9erGodkfLO zhc`k#2x10pDLH&4LGdA1%!ud}YtAFaO>3)zN)F0yQ!YdbgZ7e)?r2b7gHn*6HjIV} z!+Am~+;fzxuTFiC(YUWWh>W3!3L;Le1Xsg7r{2(h7c?5)(IKbXDwLTvB&5RE+On;! zG9B-V(ds^z_SW94mR^ZG$N%+5sXj(m^aRViK>kV$*LDhp&?%SM=aVBBA7h;bSDI=t@zKqSRW zysq!WO-l$(s{FAjLm$9|Y6o+AtqzOC7lgJrE6I@HOYPeH zp4aG0Sn}5lm%4MO8XR=;Yi$+-ZLZ}g(ay3kMhaUyrp{|pKKz>$(rcl7_ld?YPclWR zs`o}N%+L3~<)?SP|4Gyz!B9fpJN@g}`R;M2D5k1QP9q$)^va8#@P>50{Nu#{+071+ zy0%IBZT2V2b> zEy1mWpV<|_)|SL2)E$x}I?o&v@rm9^6!<<?B)ctR zIers|%~2#TUYS;^%WO=}cUeugwqe`3Ug^`}C;Z}YktKS31dUc^`ulPPw@uH5u&p#s z<1bBRQRG6l0}|NiTe~l&X%u#an`lUR6gA8k+$uJ@yDciRu_M0pxuSC$?#lF0^M#bMX7<^Y*91=p5&Nll(kCgu%?h0Vok#&scwr8XwDN znopXAS_;Qe2gF{Z-sh8zT))Bu%p4wJY(`Ni;?M6FW2vkOorte0UX9gW9j|T*vF}v&ee8fomZF-&S!6Yf|CChy>xi#M zn~S|*TiWc3fVa9*)`fOsXbb_ZcP;iJEgK)%TI6l1^~lYydxxFJeHo~K;+OD#v3wKr zB^B1IMFVJ_k!T&z_ME^wkcEna;ck!3YCQge{rfU<3YpTZGi6Gt@F3E?tD)xbDBPm! zdt~@*0Yvmp4%(m3I@W);O8;jP*J@5Y#C&n%AF#qN?7veD&E`0}{lHvkJe6Jfkz_CQ z6#heS9aici!gG7&rTvB3+DpxM6Y*K>CxJnXw24>xL4j{a?8;-$`J}xuIdPR&Px*)cE*f^2j;lK5ZD+JlNW@0de%4bktfeiCgvd3wU)P4o%(PMrA>D%+83Bc zc?gzcM(@BM&4cO@_N2r2{wc=hbxCFOHL<$8evl~^my>xn&u@f z1vq5CVb0dPvp-2@9h33evbr2>B69E$6XO50)?vqo_3Abt4@HBBVKBkrvT=xX`|SLv zK|G9AJXP+0d)iSGiv+{!L@JsmsbxN^Cz?1->`v# zhJsR%k<@~sjcz5kKkLynQDKilGYoE-;f1r`So#g9ODHc*F9A4`!e5ssoUf^2e z-Vns+Ws6gzJ4o^4s$`esN9~K%4u3Xf#`Tmn%C9Khs{vafFKLvU2T4d#+G;bq(0Lsv z4=JmDhPc)ob>+C+!+4x%MvkrfuBrCn!Hlhg$Jf9eFRQG+a3VQPk3X9pn{>RpAR)r1 zKsUy*GIWk)A!UY8F%B?YU$sJ?{27Ng7^-^P^85KanQ z$*pME>CCqDSf_6yZ9e7WJU!!jgTJS0L?n4(rav8CbgzyO*e=t*$aX!O2-=#Y4lE>L zuYk=|usM!%3rmemyKnR|*s_TYqlcE{6mo7e*O6NCdH9ey37jP;{d2222V71iJ5cjR zbEp`d@6@@DMNR_F;*ElO@}OE^`sby^46t zTb%UXw^%0^9qo&$?jk@mm!R5TvSKX-NlT_|jvs-(`pxqA)?5!F&r7B;_xLyvgsMy} zspZkd`nnb&?n`310BD#nL;<1+w= z_`{aWT#J!6oowHJ>p79R04PKDmTVqQjW*epAlk4`3emyoVv-5LE+G5EzA&lnkvmyv zM)sl}p__tqQl=|4SQ_qmiBeXBUawk2roK1kIPCjUdvI>I+PD%nWXB~hR9K^VbyG*9 zt0oAB0#t7oI@KEdJez?CW!_}sH)1z88#P)lngQ8eHxB_W!0o5PjU9wysIN2IqvkI> z86G_Y-#3^tpPu}I(cL1LsmwZ*&i8#QtHz~7N^7n7rO zk6M%yM>6c))(t6Utr)FzjSHVU3ilM9o!F8y=yC`gHTlA|xq~L_bqMlb>WY7I-}wHK)bxD%%C_gjm`ZkViX$)OamHT6o7jBqdH?iR zG+F3##U0bD_65G%^zpuE#UGJE4oQI6sMQ$-eL?`7|2h9Z^FRl`LwZr!yn|Jr{P>AQ z6mnOJ2VFX@qQvB%UETPjx#qQ_qi!0&btPc-;L;78DRQm!^fA8K+Po{muoJi^gf{4{KP%#^ zWLQxu?X7c*9bTOb1NM)dpdFX=ViQ2=G;7Xr{Eq*YLl4ln<_L6A8gcwSm-Ek)>5d&fJ_ zu+HR1#Zl>K^vf6Ne=dw-Z9%=1NA=wr@zCW-+X>L?)rzD(4M*P*j+g~5$DSjA%r8P*Gn)lf zeyN`h08*Uqmn3BWp;14)SMJJA4YIUfv_FbuY`cpL7*kU?UVTv6IA$ z1Z+3%D0r=w&)X@x5(AY(h*Vbiv{&x($4@Zv;Vkh9cR!D3@55QvPMb=n1$pM#5^Zsf z9{i85A5#1QDAKNDdbiO#Nnz%--2%tB8Z@v~XFi{$)wqvyDW1!u$Gl#67y&RU&5Qoo zg^jh%YOJAUCr-+|IzfQxpTCdiTincur6>0?7vsv+&?_JG);g|x(~WEFM^hXrV1yUh!aF!(Da<0{8}Ct(QX9LZ z7WI4P*^&5DHE87kDS}7RJ7=`;-h>z)m1*snJ^!%oU@p4R2|PWj{X+L;_-LIL(LJ4k zw1Y=sE^b#va=H=MLz1&-AEknNx>StDb|TgpeTSx_;REz=#Pi{;U$0A?P;m^e!lb}- z;mamZX4C$3P`F9SPaY1o{ZGjE!a-p*o-+O7(s z(neQNr4~nSeDgyiq(Z|02AKSfsM##6G~m9!SC@t>9U!F@nWV>uZ=uBQR=~=c{*asR zgu5;cv`qWW*_He(^7~n&3Z8lcuB4L5baW!4@Gps?t|-)R&R<1GU)0$^HclWu;IZZX z(#W=DvjEa;n`6W6V`q*U?WQTfR-%9l5zwE=MnX{w`Acrlk zA60Zv2bq5L{_OrjRyKRAWsM~d#A2BqV7$q^E->)K(ApV9%PmUZq_66vAkLCPGE$cY?FGM(O_b#uO^KN^(Ro3P>@`aHM*9kf9-0L^(Upn12uz@ zf6V66A9=(1Ym+lrSFU(#Ogf>P!kC4q=PYo&gIEu~w3(YQL_COf*=30wlWB(<96mG0 z#m>VNWvO3BoZc!8WyH_l3<<4i>x~$bcA?oi!RYvZrkWYi_8culN4;ZhGvA?g!iZBk zfZLg*Q+=i{Kqn89AaCqG+0)XYfe}3fCc4nmCyK8$dhCEGVX3Bf-k2JKDOYG`%Il4s z|94vR&z$C;<{A!S6rPUYuc?8>)5FEm3=bjXCX<9fB(V-3STW)nzi}UEBt45{wX$D` z5fg_)Gs9+769!cHN^RJogA`*#d#s@k6&VvDy);^F24VC0K z?cp4$u$up<>#nP`2f|eaflEXp(*##}c-wh#)2`v+Q$PZ%e=ZN>nO9hBKYjQ?cB` zSOW{KXCBU^G|;q?$Bb$rL8)i{<4`8Ql2IshhZFQpDQx6&{ce<8`L+3hAa8)ZHL~m! z>P%;3z}ygJk(BdMSE(=NvIn~C6ze|8>9c;ZE)mezNWdH;`|Izg=Z8iZ9ohI=b3je% zEj%;lQd+*d&}e!mwoatMbGVpge%r|3NH(e#Eu*(DfV18M1_a5(sV9a_XWi}*kGrb@ zuAEwJ_b)JnY6VPO0k&o5Y&wkxhl)hsZ&oX^`seG%8W6Y{m0gmTrM>=P&M4ez(Wj7MClsG)AbFO9W(xvO1nqC zKViXxH5mjaHJ=->F&Gn=*BTG#7QnRbiNwhz?&UHy=ZEUAT1{nBF&Q4z%M}8>n){5- z@Q=PyJrZ|Tiwug`g;{8uUUmxxJs4&4ou>M6ewjlk6^W!OBk;rv#mgt}EO-~%6kzBI z4buGOmXr}$q+atotAHA;9SSPhCN;icmoutH-A0Q`*yKzPHi1Y=)BI;#G+*{jMhuve zVC6R$pKlh$KEgASQ43?DaQ3awrW@Unq%AfyU2+lV;p2OVSZv?!Yu8&MNrA6JrICSq zSdm03hNL%IzO6rqL1d$vO*lI&xvg4cs!#Pm;q&d60W|$?*;lbKkZ2+`;a#mv>6HV8 zP^FMb`8}?)ue!S%Q!BxTJ_Mlc*lS2mi}cZP^$+xR4dXuwUM9X@BdF)p>$?Xu>O>Ny0{aeQM*P6z}m^P}P2HA!Zy1+4$Qw;zRG^!0EKE?2e|GAo42h*ivKr%T z&&7-##H{uZVNAlw^<7crfqO=*PO+*j`Kmw7fkfD({+{F4y-th$If1*!Q+)zavNp7> zJcxwIm$<&Q9jS22Zty|?VnCq!-6ovxy3<7h7SRHd*;`*B#8(cn^#p#zHo*M{7=sV_W^xTNSzHErB-Lu& z17hmh#TIlVa3mr_7dju)(o@TtMQZJ#7shMOo>6vB`85kMnS`1B6()RY%S8+hxYHHN zuxyme48#(LsHf>TnTLdtQhQ|URD5G2T>CNg5%647jo-|~NvZhmk||h}2N9Hz0?V4^ z7Ic(H;MMF>fk0nBwC;;^Yu)Hbdqk1fceYDxYYxzNVvRtftW*2h+qKGQZ})A=a^Z=rJ6nvhSM%8qIv$VQ(s>sCE=K$q(x)qml`KoEvH+> zn#V$k$GGacwWwQSNkNwNj^kZqYgi!5;IlaWX5&C@h$XwqT@_v6T!1C}+$DFybJ@#@ zYUf^+`zoI+CDzX$8(;=^&HyIhvsL{*V4+INf@5YJJdNn#5>bN62Evsv=#u!r&v9f3 z$DGr@?!Lj#NgqiLqTu#oNec~j{w4`gkrJBFi4s1H zUlp@bhhSEeerr?RIH^UGf@~_hiSu3!BTO89^H3#{)w9ZZbEMd&3i8MFKw-C@*0A2B zZ)_xx#>@W|BD|wgCK%3>d{Vckfa-L{==_*++xq2O!YvGgVf#JBZ=P^!IkUf|^DXOz zFFtFy%FfBOobx`=VqQEkx_c;;Y7aze7rY`MDIU!Sn9QJ%Gn7nmPbUEc!*b$$NF zYIoK5qOddAly}NBEN&YojYG|MhvMziJO1Cce(X&8YIea6lE)@A>gtXioJPtO28QL3 zfZ0hrVnACTwdRVGE#78Q`O&aPWUBZbqJ8=j=N&2Ziy83*>=LC2*7O+d6q&Fk5S6~w z__159DlmlRQsT}q#znT>*;iJlH(^kCtgjK!g2Evag)-m4LjhI-xL?5+Chan z5%H4{=S@UvLNEWEM#ClnE@7kG(xb^)AM|Im_*A0zBVIM|Dj_l9nHW-4Uz9Zy5kyOE z<0;!G*G%vf>XMbTjI&z$Vh00%WwQWwdMX#zfLpuMNJykiKPZpz)H`~iAgz~MP&4?W zzD`xP>0F`g*M#$QuAjaB)j;jl8kX|M4SoA4!B~5PtS`Y4Cjt4jclOGPR@dtu*zs=< z^e3-NVV}cLpRnLy_|4aSZrIDshb{n4y?|`=bieC#-|2YWq;Ku6w;odUV7yIZT=8|^ z@V%~9zpZYm6F`QfG5y&QMnFRxed-@fgZfRa=$t0ZA<@~UTNZ70-BVqiXp1`Uj~x5& z3AyJBFMo`0avLh64Uc*HrY$hh@s%mW!U_+jgWxH<=Vv*IWvAHRhZX7lu*piSzpSGSQxbp$ArW)n}4#<5+fsj_4>Rt3?qLu zb;bR^c0~gvnQ+3JWB7L4W)#-DuSHqWT&|rSQG0B6j73?Z*iCMno-1%O32-Su+D01A zmB~M9BN7lEVr0sCOX8UA+gAP9hxQR_GSNV~7Se?@OckD7l&a~$jPHDzfn?@acu;c( zQ~0}51PqDEwb*vY+3SATbh5Q10#(3P4=~z$m8oGw3FXx%M+sQWgzr zVAmaz{05?Zni0CJ#KAWA6fKK4X0*;yW~B%Q}g4K=NEAt$UC zs%w&w)VlLD@j(@3*;eKXg}AYaf!j{oAHG(vJHoKW^~Lm-ALmmu+VEG~%w20pKx+|r zKZh-1YI@)^>?fX@hyWp2#i^2=*G;@{%iMH}*Qv}FdL8kah_`k`x$(U(;x#6K((s6f zNc&p$CJZj*9Cfd7*imhOFLrXAo6w|^%hreH&R9&MX;cD-TIstxW_9o3SZN~lFZ`Dj zQ+~h2XMI|4W;+N$6+yRxRA9MaCWXq&SHxpMVF70(QAcgzznh^PY>=$N1C#fe%;)7( zlX-<<*5YY#di2A)%Q$Q_*x`)t6f<HT{KNhUk^~G8bPzQug)LP^LLaVuyC9DvThwywcw;#_#d=bbogz2G#QP<3I|2T% z{9go#shN4Yak`E-31HtK>%3uow53>M)_L*kv1^DRN4CP;SBzCLu1>SKHJtAD3o_AM=hiV~%aA@K&^IY>yrT`s- zduklwJuEe{c~Y`O)_GTHw>Mv^^15#ap?+9*#0VB4X9YF2w2Y9x_L5$j2;Q4Oy#iZe z6OulSNVYi9J>loYr-fWJ%0=r!oX4(y1MXSxx-u8YyI5jNs2t36z z{(kM*D$v}*^5D-{dM}bf>V3a@OhCOJ-Oq>;J?KzR?PnKwnEVT zC_Xea^u_&}@_m2nmAH?k&2D9Nb^CasJcHk}Y2h9Kr*yl#QZqAqn~kzxcWGXr_zg~W z>3RwQ?Nd*-!Om7bMt_WkxIKKqsOznkm4 zzj+{q1?!9#c+~vPdYu(4>caeYFakJxNxitIDmT|;-emQd?3W(i2_JmlhIP~`e&{`N zX0<>F;XxIKe|UQ3&Rw$f-U8U7E{j?XwqK7)>8?Hi`Z#)IXQE`)8*!Q|UTHa1*99Vk z8**&z+PvH5c*Xst`IUzV*()Hjv8St+bg%X#o0`W=`set%jP}}4;(*Ip0of-pJ#ALJXrUJB=u4Hliu?Nu!^=fzdvZHc``@VN=H%vHeDB^nsrCvhXczVGh0ORyCU7RXbX7G# zyPiEQdA(eNV>?2e@KNj}a1fH4AQ{v}D&4l&9Y#~#|JIUymFQmjMg)a$sFR!Djl*=i zhXXZy`B^(f4Qq-o&E=RT1}EM{*cNfuYY!gWcaMkh9zPMywQ|RBS+ur1bu+kcv^~;& zYQ45b&fttXIz20>bZ54Kkjm&cGrb~2GrcuoJ6bb(r-lE~(${^7mhlEY4t76Xy=a_; zAVf`xJu~j4)@Phtv354SRt;|L))sE5;M33*{ANqIa+bimOjsN{d3yv2Ny(7?Uha|mmH-IlBX+NnIDI3`6r{(DnnJ8JtWKxRJPef_`l_;bKknwD(-NFxnuqJ{c z6FO#vPQDaidCm2@%agA^_e@3|jB4y|LrXmv07XKG)AfA)hVQG_-j0m^ui)mt&wPx@ z-I=rmNI!I5^**`p2Z9DiCJU>QcwX+`S6Ax;de^hwp#|;gy!N{D2(0bfu`PVAyRYYc zUx()j9A?&eAUa=FpEZzMo%XK<{h*S5efM>~*)Ddwyp{xxzS}i{V2L0lxx~HE_5e9{ ze>1Z$uG;gy?s=5yDSVc}yD$CQ>chp0tJlsfnAZD`7sOMVFkg51Rq!PTh4(1R6M~1K z3kjO_k+-nRjp6+xOYB>8%j$amq(|Zi1EzJfI+eNhHf> za1eYasCInvdvNRDzw+)%sh7Ewv2~yv1OivR(-i79|M3mDVaQf_gzwdSMi`pqzWH-Z z%CH9vJMmwA&bGGUM+c=Tx-TWNv|2SrPnw<#_FuE^I*?tSi~ASPMbkZdJk@H*SO zQkK@!XDV}@MeW_5Wemrv{s*+{jbe+t6W2zdTL7KMB^?*NZYI?+gPE^{I2~g`aVpDB@&Owi++vVabL?PG)op zayoVWdNXyi2lgeD|MjVM!)Z>wlFN179+C9zQ1WS;pnD`#;Fi2@rNrxcauOW}2d6R{ z+M#uqZMT|R8x)Z4bOhV{_f3KhVZbKvPT%c)1z!`4w4M`0Di)exuHc0d1Hz<$F-Pk| z5V2(ap-DX7tmdX=8B{leK%C5kq#bsp5rk>)+_iw;B#$&-M-A?{;P^2aQG*vGyr6To zz3^)O;)w<3rp@~hMTV+v5XiOfM~%9kBZi6okBZoyGa0GZ6jKvyS!qXo!Z2G(jB5o= z^>(Z@TcfG8ciHtK_-dR=+OFVsT!y030pUCYBBVItnY<{{i(Mm0m#2 z<}86X}$B+kz1JIc3~`VMeXC0qs$7oFRS6r!9`y9*4(`J zjZT1+K_+qDChK>6>YsrWKWgUUtf$vwXNOVd4F||RZ@h@_nKQuzZP`eFMe5PQ7CVUq zaY~~fnt1tR+Dah8>Prg3xe2qvP+nLr*`-rP8P->Z3Zol{If#ETa0t`gQzx@w0cV#r zN1DjF`~=AXm**`&JvRv>J{@piy-b&H?Z{b14nl*m#1G;KuvK=*`=xln9gO*Cln?)R z-AYm078A~hANl78w3Y8`TazbOC{Y=`;}?RWpPO(*#PEVPa?VV0NXfp=YQ!2!83mA4 zGbHV_cKN&j@r33Z_NgH9RZaC+A=A`p-O^Ixp-$+9Qto5LlwvKKz-f+*h`hSK+yEj5)&>w(p zTxG{7pkerVhf#05jrg17ZClrWcd9vc&FVnJml%OThm6P5KcriH3}nLSjVymSc5ymu z9jZ!O?i+vm-@;wd`&h-4jc{>s(QR#QbLir2^WrL8(JSxng_5>h-=p$xM>ln#k+O`> z`GL>x&`%y=)n0oHum(TiX zjYuNNJ}DN2&G7&>vU>-8Q>f<5!xRe6z4cU0|^4}eam)k9|6XS8w*i823M6H0(h$3MG>3M2!n9SZ`6 z`};+Pl+KuIAf+G6B1a}C@W_)!W9N;`M`ptqpC_T~7PIg#X$SneNIOb5Xq^B8h^|0= zr%W66#||ZMkI_{WGR}Z5Ev$Eq!#Kr{Imb+nds!-sot$aalgg>-TaYccTUkLVTcG}u zu{~dF;9qH=aZ~s3xo}vaQ}1Z@B397ijNE!Ew+z_o1Rz0#Hns|GruSW|FoX!uwXA;^ zZ+a&&*zt!&nsuL@0m*_vgg!OMl7#=&(X;|@v3v>@Dmi+HuP{1>s|fQD?uz7ulAH>G zh|rN5CcE;hFpJOw5w^;BTYw=QHUITr$ok0C+(gB|c%@dggd!tz%xB7+dtaX{9^cqMRa?a(Xh~ zBBoe%%JqHMqU_wJJzNxkBgD=_??Gcy@_1r=zW3p>o|?7O%Gdv0^jqv+1O3yxuv~B{S$O@9-#WxGJt7P4 zRet{d=8}x(@R8DFa+(l|EduR+(=$u<%1u(hJqf75Q@Ms07|uu?LjmoL-g3+vcU_14 z?*7~RXa?$8F(EaccZ)UNVUu=Yw!5IQX39aH4W7+6B&9_9ZnI=Sefn?VYgP2BCs6oD zrKg_#PV<>`2Z5^T7)Uha=~zOaE#q}v3M+L~uf~_nvX89;ZaB3Y`72sanPyOw zWY%d?bze2wz$(6)CjMD`tMth4*5iroi{7 z!$!>_hG0Og=V7&5;eLIuU&ypnJEDD45Jf2C^De9M!LruY;g7v3$O$j+`;n-OlasQ! z6J5Qoho6N;w-l{jP#AL0mwieL^G(IYEE-#J0qWFbKwP0K+jLk0HJUArtfBxfwob5J zoKtKg{?9+7UC3dXjue2{b$9sHcdB>=gKzKMGqhk1Vz$ zEBnKqVq-!A09F)^E{0^NJv4^Ap2Y5+q{>$|i!8{?68-=&Sqw2uhk=opqXF=;K2lYl z@R5Pgl*j^fHnt#*UY<#*V=@t?MtK}MpvQ)0hjn@x>JJ@u>lGW7!7wmG89M;dB-a^3 zo17aBj7zD1Hbr7;j?j@(N7ltA^#^8$vE7d-M1dFV>b7)1K!y_j0OaoJTfS#1Stgp)6S&`L&3Zw+77*ms-o3RAog6J9|@>66dI1(*u2uWL?tl+hOE#DA2;* ziS)|Wm9GQy`}t34yk5lnk0ebzsee$SM2>0mkBFbq=`uOucq4OpfLOp;v+Ohd!!v5S z&j=`&0gkj~2pnC}+5xAD!6d;eYpJ6ftSoNuGj7qm#Vk>%PxG<<*7DdBnMdokfA-I1 zcJW|TR?=rUe<>YU=ADwI{8=Bdxkp!Zl?3<@IsU;GN9Ej?n3Yq#$YMnX=j{52d~19y zPdnrE7{Ad!6MszY6nCk@l{Zi~j5wStPNskUWmjxaRu}a$uWKH5phB!+Tcijv2Mj<; zx2%TrjtudsI^Q}`$5&o}mITj-57<3F%9+`jusO2V?Sz^AkCd{HG{!9$T}5QML(M-@ z`QBRB%zjJ~TD7Ci&9l!DvJYUa8Ozj^Kn*ma_7*MN7RtsOca1hi@uRfvM*(P@)OxuB z#m~48R&?Ij!x@J2R(2Jh!&o9ibKEiY_Y5lRHr}Xfpm68d0@hK@XP}=-X3f*IO~)nY zhIJ5AyL@ASuL)SnrW4K{V~JUMWeoV2-}Nof+t4mENt3R3sSdc`I$(_P62mZSBY1ZxiG$VkpW z6S+pnI&B-t^Pl+2t3~k$`-3k4N>Xxqk>ZHDHWE)HC}c}c{5EIgYmK6{KKMbx{D(2M zD+4_rcVa7+>{MJmKF-=9MO`V5=&A19@Rxm6W8&~3%VSV{DsiGWiSutmOFFhiU1MVZ zp%llsQgSZGd7j`Zt;jE-xE)SIa~7bfjPq63+p5tHM@+r?k!6(d4yd8oVvyq`>J?}9#>&$pIY}qN8&<)Xc57v;KO%Pr zz6(8gT?9oFiDf^}7mw^Y$jQrJ?Zzu!Lms-j@7gJKAM~FudfngC^On}fYh;s|uSg;N zzCBI0_vf~Joz2~EXRrTAA>`R_rxs5~*$^wQEeju?tcR|LPOry)TgEJdw*><;6O(+r z*4O{4;S}-ioi_ei_Uz9 z{9@VEbhgdxextfO@>+@%Diri1U`;ZxsP|A9wa&lh(6X*g%wh|J(JJ0%2FP*kUfCLL z@3hfBgx@39As#iN6Ke&_ZsMcm%K*c|_56dm{YA4Mg#k#HDS6zZ{wc^;LsqboT+tEVM3=L<0PTOR3Cd( z;_fK7RM_l-NLi*#pRMSdl+>VJ_%MxDRYY?{0y$t^3hxlAQ}g^S@lE}jzJ1B0HEtM- z67PaY?IBJ10Vwna=u2W(Hc}kwvxmatAQ>q8722j2X=c zU%NZN0Wv~>J;DsS8(GA zT}jl4{|DQ+D9|l=+|ku7cFY>M8xewORep4cV2hPt5&_TAl=vm_$l}Mhg5%0MH9o~S zG)zkywd_IG;)G?ZADTs{`hb%Fm!1?LfYR&_K>l(HwZBgPE-dQGr7iJA{Zj4ZBtj-> z`X5%+Cvz7*AP`{K>G8W0FdMOMzz`O?RjFqwuf|8EXe=lWIiZ+l*0po28!Tj5*zc0k z+AqT#0X=No_#C8Nwd&|5oEQOPt$6w7$*c;P0_gpAD0;XA0y$e)^P%7 z6lnaG2ZXW2UicT<*grtvNr9f{I}`o6$dG>`$wVbj2URw77d}(nI&OVk9OXwcCC1nY7|rd^>f^%!tC1_rUsqN-f9J~; z4BTm8^EyHQIo*pnzLVtDFeRO7(Gb2J68F!Ur-m_RRN4&D*)_v zy;|~Beo}it16T8=k4?=rczn$_wMQ}_L3gDq+C*imRVKLo_BrR>w@ljSHlK7apY)A( zO5la@{YnrbX>M)~#aZPEetY=a@h(4O%?xUCz0lwDdtESiOT4~FFB&}%c;FFuXr1yd z7WbU^wj3KWKd^Q*U{(6WV6&JNRpXwv%u?q)hjn#Hw+ODw{i++J1SLx?$)z1OyVE<;P0u+0IYGH<;+RL~Ty5}y zLZ2^6W4Wq(exZsWy?nhzWUzA)@5^EGc+PT*SS>_3S-10y{v5mTc|k1amb!Xk^-0q} zdItn=I(B}S#ZmJ^u3-N)BI|%=T+K$eU|X;FxSF~N3sj-{>5RdAX6;A)JtLm0)`v0r z>E)8F;!jS2bN7>(5w3utkUz^L5Mb=o$D%3vc{h%fHqJU~#8x_2;ltJ#+9?ZEeS;&+ zb9r-?-sH>9o!6r@R)a;7Wc1zVO%= z9pwmVkylCt0tpgWBA_K$S5sDNH>~i#`eP@~ySp5p!KzkwQRpiUTL}iv)lnRI1MB{( zJASE$!RK*M+ML-qVquji-oL!~fjmlMn$V zR9Gx0Z8UW>Cj;XQFoKGm;_93f11eYDUvm}*%bWFRiB;E6SOu2;UPx0G4p9XiHeqz0z1D~fwkuSA zUS73>1%?;Kw3_hE2y}hPD8qOFIr}Wt^)nU@co&S1-2ddQ(bIB_d|Gq>J3|*@)Xe~M zi<>!B6SVaG640a*`cDf}3}N>o%JjBHq>Ho*)dNT8fe(9eeo_D(Y3JSXnbu!u+m7&x?lYQupPh zWNp9&VD6B?th4Nb)C)UH^bpJOJy)B2jvgUDq?tzCmviqB?{|ofUdDg6o+clky+FGl zU&0NzV736g1%RdMzGNiWbk1P0%l~!QC*QI7|bshfZf_nIwJx3x!zn zsZpp6%=AuFer_SlHqF|E3t%iAe8{%Cn&o7Gn0J3#br@}lw#w_A{_E0aPHv3atMK%> zHBSUx$$$fOLRiLlrF}`#5!M{3co3y$LaXBuQeWwkhOb6|Q`_a|?;yUjApqrCh&iw| z7aYlQQV@CyU3b2>@IgSZBsz~r!({nIz`Jo#30KGxvXaB4L?1*N-AqVm=OR{#+XL^c_BBdS(SMdLl0!QEpW|z5e^<&$e|&pQbfv)ZKB-k<)~hE}s04(G zVENSa(gXRJe@*9BD+?nCj{s$31(;7}s;Zp=B)A0xP%eHDG+36GXByH4;a8sRE|Wur zoDZ~EMhR?4^5cNCd7Jheatx-iYB!{Ft<~YWG7QsEnLeJB`);@ZqP@vf=fTRuQD~cw z@6Fn~&dGr_>2v6aA_SxMQ=50-V(-+njg!$o6{-T#XqnH~C=-cQ2`FfK^;ZE759?N| z_CiZ0r1?l9QX;6a-;XH5(>!bgqA*D8$kzlMdOU1Sa;+}n_wx1#;#9s`U1M{3Uho&g zm4UrEeqGgjYCE86leXa-1)Oz0XrbR#tgZ1bo=t*_r?*_?tk|75&c7UrZy{adgMI(n zSez`=oQR&<4GT!-z7!dJgFogpYVN*u;FQvA(!GzG zX<&OISfFO3h_JFa$$8{$OxmH73(iYe8i|$=C|!!?dJt_hZ+u=}uji^2&^fZS)Eq*Z zFvbg9wE}5+2j=e&;AnTmMlRV2)7}5qq?N5G_ClLK#nO&=%OFr`X<7*bsF$6uP&BY z6(rVNY-o5IFbCn=31O?v%u3eN65OuE7hPCBmlwD%HBGy7a+4?;Re%Uu_OueMMNLz!*7%Jh6H3mL@5H_H)fTi?AoEhzM4g<&v# z=Xrq)RIkYyvy(`tPIk*%`4kGGK6=w3_NPVxSh{#H{p+}xd|V=5Ssf4(oO`XWou?aO z=f;$(#>kfvd9|SaTnZ~!IE6iX(M-`_$(q@jTKY#zgz(-7Imj;>*bM_$IW%Q_W5rp> zrui3_2Y^VYOlBPMp5FSX;Nb5Znf%%PLE18H_PTMjeg;^2g!2B~lc0$7h*JcOwm6c! z!wU9$8$2nUzl=p+SAx4f_}O`1$yW-Z2wbv97DqRuhs7a{|2wn*c*r(5DG@@WU-Cs$ z*p!D1WPNi)(jQ4cNY=zXL6duYU8F74sBQKpsfsIgIx zt~Np<+kU0DDI*!?fL7JpGp#_m1{7ln8R%J9ExTmMkob%0o7rO3r;e~*Ftx1F<(FaY z0b#uB7BIZz8j?z|f!fqy=uF}&I2FfIB8T(4qy2Azg|<1pqjqU^MI*4EPXByexGg1l zerbPg7eYQtNKcq|OahO>ra;QNq!(~;)>wfJddg{AMT)17CJ_xh{i}*^P+O0y8(urs zt~b-kn=n111|G5}Q;&bAh8^w#k+}E9Qcwyi=^T(5*~9j4fr_-qD)IOHWq{l8MePLP z5!Bqm{AUt+k@}jwW?);1L6(SZ9uUF+HAuSSC>RvBmSIBSy(6>{Dg`4_1ZY5stsew?!D3Bc6&JNl zsT~n>qV!MnCq2tZ@^p)F&Cig{n;qvUK1Xv6Cd&Q*u6~6Np~*ODhw{%X>q7@vVm?L`-f5+`T2$3nw{#N9FWXMdy|w`? z*C@bMaJ~#ak8MgUYWMsOWDAtqX3uO*1qc?{fLp9!F$lfwq~VDP?19s6;C}(dk|hxT z$nO_BPtLZ;Sd`?I&U{6v_+QWvCtvXNa(CaGc->eF4&@s>3qyT+o5i@EsD1+-oWHC6 z!SE#+PLaPKeUvk|Gh%Z@A@3CuBq9S4m+h1}dl_f!YNP{eYF7fI0N}W6ATpHA{WBWD z_8SQQ$$MsOj@G6J+hn3R1oGfEH#SO>v;JCY`#)O2Xkj%)6x}SKlCGopxqaN7$M(c!;R4ccm?5S(O9yDctgho<; za?{Zw#FPa*DtCX6#84fmQEkiFfa>lU8{o)cZ}91?4d#n%()Xch+E63GCd z1@4(RBJKyvCiVsr9%~Go)O1|$NE@I`(sEL0CFoNq0a#F59Mcq3YwsB*4iCa_<$*CQ zX7-|`!sn8Mq`4}Y~_&@H5TUydV7Aoy6b`a`_Z zfm`G+E|7}0Axml}PwX)B+gp)C>z@O`clV~|=2+$H+d0LX|48PJJ*HSD;*kGGRQ%6% zr3?)m#QDJ5SkacqG94r>(1MU=y|OieC5q=WFXt-88j-?1QE$43C1GI=>x)w9_Ivvyn`RDeNnb9{WcJKjo2? z^6Xv`Oni_(TwcU&^kDs$&P!kOv^1VUhnfS4BME;SQC4&%Jx?1%ff`tToZiN^oas=G{#@`!2`CdyJp9D8O?vR% z|4_B%4HC37A%qW_u8FJ_6Cei)#-Wu5mp3ji>ik92pauX$9j0cjD&LLMw2x?eZj|BB zP~%d;uEZdh+q2EXjrAT`W)I(rm#SL?#%7XlY77&3*3{3BsLrupe=iPvl4JT+!~^%i zNT_YEnHPKx*07}-GQhMNS2ZR7Ho0HMs6qA&Xf8PUXJq9fYnkY(n^TKSO zO5&0WEwDtyUQ)!c57WYnN^Rq(x1Gxg!yn(}w=9T1%jg#+Md^DVp=b3a>3I0F+ycYc zKIkcxjusb_>h6;q4t^Tfm!9P~!6y0V7=nl zc6H_*IX!Yyi0VRF8&qG*SkjjzC~70Ubag2R2`1R`9EElT<66xs2sw;sok`)H2Btf6 zi?je;M)i3%I5^i#Dn0(=zv_M0RY8jitJ!^AZH6VkDwjA~9AK`z$}+xu5D{V9ClLXa z+!k`$zLkH)5wC7Te32HF&HWHK*q5$J58?Db?exL6OdHLL^(}Z^WbWiTY>%a;3;O$? ziwS^u1w`^^48MPmXus%6-+GMNf&xXHK-dLu*rEQX?Ov|-x^JO{bfTAHQ3mF~0()50 zE4!nrDYO%)({eG}SH22Skor$5AFVwa1q#(Fl|G-~5^J<-laQ!dJG5)Ro*YVuT}3XT zSli6&8@Ar&1Q6(g`Gr=~hE@E;xdJG3?vl0WH>-CWRok*VI{lhd27lXK&$5PywgvBz zX}X?U@OX(aY3yMY)mh-c8ewi&+RbO}9ZwqM!azFfZZy6OwO~8(^f`ORSr@)2@yws> z*#UO_qIKFp!^&&8@x9@Mj->Huw(NKPF=QcQI#_l3=wYg|_*&a4{P(o0+fnAoNS{)t zq;ZUTJ#YL4bMwk;(2q+l7hI@za`N&-8cjOEh_Yygz2Op108&*Oq=#D?$EZ{3&H+hk zR%hn#+kU%?_dkZ`T^hrfz2r*lXgVRd44@}Q{^o!QK!gQ{`fA5MKtx(VYb~y`xd0d2!x~0_;HS!C3CY{f64g@nmTjeGUB!kgZZZt~U z7yyyz5?o4ps$Y!EWXLpZ*o?hzcvQMPbOyCvFwwGkqK zK5AI@eOqnK^9%>vc#GGf1x;=Cq7fIAixV)KF;l3j$zIAFp{YrCDDGTy@B-}eVwS|r(;_pbXNjXLpgiNyZrd3zu7f&2`9{8NCuLlHLjEH}8`8M>OjJ z0M|;{{5p7xxzpvpAtQCvwB@4f1>08;b*YmO&U)4w{=l0XbkAF)kP&GP@w(k2*Z=lo z!}0+ZO;WH`I8|9!zK)%yyYT@R8ZgQ3R(4v7L@U30ta4sy0M5?FPt#LBS}F1D;JIlB zL8O7nwL<-9GWNk;VSUt==8~kqMsW)|(cJj@DE)|*JLpCOiFGnesp}b|j)JbRKPDr8 zA_nDPCHxFz3+=ijk@Tn`*}R;*&)a%BL^@X_cy`*NO9wWeb3YlIh^I#VzR3#+v4DF} zUF%H$;M8jBucPF+(j9(M*sO%pdJSNe42HH%JNv$gpfBm%t55SOF>LWNfDO+zSic8i zPVCp#&Dszbi^+>;7nS)uD8>(!;3?#bI8L?AqZFy_WH{MaOAqIxS-8#I+_l6*1D6wy zq*5^7BGM0@l@QCnNcXoHNc_0)5XWhk8DdaCDqc0gkf8tCX-aA9U|Q+Ae~EhhlIcv5Tv9*x0S#`I-Ko{1O|;7BW1{Jn+)!bXWmD zM(j*D{C?+=zo19)J6e=z6^qH)k8A72prS)HY|RU{U3tO#K(S38eP|KU(iE$1pGQPn z$tG;{Mdj2dQ2$QqtNv7{6bDV-ew9ftG4}}nh!mqywcqEXFWc|AU_V`ida&F#+?HT& z@o(Y|^C9fi1?XKLOO1(5-q9FszyD-@`d02AIrBrKh+=g{$3%q*YjMvnz1E9%9#28m z#tv!_J*@L7{*`k5i=OF+((vA|8LH z^pvnoaXFZJ?;z(oLPokDk>nFyjsNPL1=rQ#1WTNp`?Wo_fnmJ=xSC@6RNmTr2Du6l&|c*5qTGFd6YUq9<7Cr`xK2L>8*Ldv|YMg zgXe1ue&XJT(w%p+e3atCwZ0bJl|M{N78HP-DAB^v$JbtrNIUHC2)+sZu*kErVGOwjY% zWR+-;U=67_g+eh!9BjliV8{=|w*8*DGO$5R5~OiL7hjP6=GQ0}|rs4guS}KGFoufdAO>I(G)3Q%64ha}#B?eG$HTAOy0n zR;vZD2hx^5R&gx?7T~?i|A=CHT|Y6t`jyM6;A};U%Fkv*xf~^R)>GS!m{`ATH$Lh1 zLl`gWnXWGyuKi>4n5P0Pbck>Jh?$`BYcVLR-o+Y<& z2~PB}fK#^R^{{W_yx3uaiN$iwB51#(kyc8uS$D>Qp)-pDII5(Y<<~2`r@)v3_QKtR zlAJx1PjSrgcuA<6>{c9g>OSnIQ_N1$5&3>F1&u!Ii^cpq<)~D3*M$IJ7F=-&rgBV} zlpoZcLUj%9K^IHR;`>r82(BsbV83SnN^6qRA%HAdU{CQ=cN3jHWn&J#-B_XN`Y*Y- z>~Mut;0DCuMl8q0j8{^KD7FIM{KOfbGf(w3^LpI}X%Qf?Y>=9EURQAQ$qa41G#dw~ z9&#e|2nE1@i{xK+K6TfGM6fG!@9>tSXtqX9gON$o&j=k8FZ|7R-{Fn3`5J|z?Bz>a z2v&a@aPIXI;o^ExgsRd6T2e3`LuWovrt#Y2@m#GBJO z_+a*;PA*2S|1eGG`(E!SQAU&(Gd~TBZ<9T{QsPC_YwcWlJRo5|4Spyak+)gniF%H& zy+N9#BEw4PfRI4VD+L?vIIi}jAQ54N2mVI4L&|vZe7g!H(C?ti0#BpQvq#Bm;Brv^ z?^Y#}?FvAeQUo#}3Hs!BcVMs4W;XifWVI=Pqk6ldu;G=v*JXPSG~WOE6oN0f8hB#` zC3`=p!o)42xG~xLMW*n_#d@3WZx?;W=KzQSDw#zx|8B5{Yv1sng}64`QdF58HonYQ}8!|0w*Z9-Y0~g@t@ljD^WPE0Ty) zM2ty6O)vH5Z66}oPs#Z#+P>KczVz-mq>eUE4l+LYuWS^*^eIF8{GTA;NfE$9v$NVj zNcffMPX(e_F2x~YJ3|G`ErO-yzb8VY$&{jSoSlv6$0CnPZ;RhG*?XuqC=208hDmwm@FOVvpTgT8CdXf8b)K7WW>+a59@T@kt^Y`LM8G2 zKm~933m9NIliK*!Q7H%cQhy}XPUE^J7%Y#>o^MqOTGo54VZlkJ1hV>B)_HKJi@~F% zA>iTA^y==T@+@THIekTt0%kYP#KkBuZN^_z&!RwLY8 z$Ok`k`saIsUdbX;t{kyJtsP7d*`>i%zP$YsKzY!eYptyo%wMhhmoJ^cUQSa!edsr@ z=L^aMAS#jeXZ3Jd;R&c^d?Rs*<;ncPQyYhuHn@z3@^M=CP5nY9cy5_JV2E|{qZh^4 z$g;)^Uf2N56caN<5^+{IrJY)6fR#Vu^=qDm59uQ-Ii8#`7j7?@3nfPN)dmPSGk?$` z^E>?Ij$)S=yMJXlA&aoNmjtF^Ya2&`X1F=O4;hd27O9JBJh!}4G;^^5coneTsD3-# zS>}Q%UC;dX3*IFG4rglH=k(tW5iO|_KgFW+ilS@_BX)`q0GzT!Tu}Itu?Z zRfb6chHCl1=(fOeD`GcQhK*7_jF&)(L|k;QCNlpKFBDw7OZ+Z(f6}Hj8+B7mwa8Io z`)X>3w~?zW%|%4rJHnjBg?1`EQ;om}aM9~#$pJq5)g5~Jkc@kQ3pvU{GqA???Hm`i z#77*u+81Ve3eSY{;=8O0zmm}Nls0?ra*jviapC|DZX}D5C)!M-Mca~0yG950U(5G5883N zgu%Fm!u_ZwcC5S1xLq=ALIWHZoq=Vr>592%63l`D<*UZ6&Q}R>wHIvZgPS1v2L2hk zw6w<;)^c`DcU|*j1{6+mC|iE~IX-26BpLyBDLpm6{!zfI0kEyG<9O}6uknM!Z-6mW z85l!>o08Z&azd+4G-BuCNZIP6=09*d9k8~DAxr(+Ldb55ky{}yn_HB6d4H-x4CRR~ z9%H(igy&fhP9Iz;hp{?R_HaAH08k0WtH%`Rr?ZT1uj0wbP;HQS&>7*4E|4=c~o{kDXkVXQAwrQ%clgJPS){8uJ|C z=k_r`>*5WG!_jieJZ5x>MwbgAEGFCOKc7_hk$n&~GP zQ4p0aPJkb`0`_ZCzOVotvfOQc_b+Sl2hCp+p;1h=FT;Y}=Sy%BnDvZM;1V)OpcDnj zCePD-N0)}1nAu-H)mjYR_Rgfywxn8Hm{by zZauc$L@trM<1a&5vY%yV+Fq>e7&f~Jt9C6CGm;Ed^R}Ov`KODZox5#MUEol1l#QQy zz)UKVqhm6soaPeync}fnR@{b;!J=91>^+*)yIbDnR5#L}?penf!(We2){ywNV~7+W z$9R_}N)rrSoTuH$d`K^iF0vl*G8>50OtTNCIb?yAncQpUgGK3CWTH;36A5#7J~NkF z0JO|N_8L9^f|=Dw8_s^#IJ~pq%V{Dvd4bQy#hUxjq=Zq-*AP>jj&TJV+_tU$(;7}xMzYL5Ec}&N+m89)gUZGFk66+ms>HCNq%|-!4|KqH4>Dc z6#0jM%IV@qw+)~_@H9<#-UI}&aiE3_&i_T^UdRCtg>^{J7;2y50qFbw6GOYQQIo%J z{*J@TORf)>QNt*YL86Rfk5Y#^j2U76Swk7a4y8}r1OWua#-D2Nh649-0vZ6v zNCFwsJhTF_e=+Tx-1gPbruKywUkYk>d}QgB4uGaXU$Qh;Q(GtuYOm$cFt?-@n3177 ze=c*@=R3F}u&r==Wm{oMdUK3d(dqDJHkA~r0zg+Hq0{~i2Bvg6PT_G26{2yJ?~@x_ zcdBqhj@67ZFNv%f9~cJ-ihEl8>#_kR-?;R+3ZKQ-czHGY>iy7Tja<1?I*hC2ck0~Z z8>#XYT6t#&4W}B`?ekzWM4$Dqnq*}DxB^TYgIo3bw9!`s6DyGQnpS$b2R}%&)ZPa2 zk^!qIPRHrNRZ=4A&bsXx*&%DIEb~3P-!(Jr2Xoab^Wy&m)tsCE-WCAR56BJ|zPK%o zBmGJE&xAB`5Ro3pjHdt8Y&dWL&F}qnf3ljFUr+)1 zCKgDa7t|X01kLR8K$_pPysI}7jayx3YHRKNdm_Bt<&0X~uYZ}I-};_)?3=n@teQF< zmC%4V4@@;(9%w*o+!v%PP-buvYs0 zb`}$607Z-1M<%6d%}eyq_WJf>zD!hpuq{##lM^q{-cCer#$VBkI4R`cGH{w_2<{zX zO1q3KNf8DZZuyZ_38X&bYXPPob764zzXnneW&gp7)IYM-PAMRNN(rgd8IvVoixSgE z`0k_-;k++6^mX^s1_IUR&h4h(UrhNcT9aWLxR6w!cP?RRucLxD^BEdlaK*KB$ZMod z$Ps?w77M6`EJ%NZ71#Q{CHW`D+|~0sXmYHm7S)t)!nVwpUx2e13tyAuHw?KoWrJ!B zDp3J1;K2K;H*w>icH( zSLCwS+$%e7Su%Ov*#rj%m3F%@zuy%dGUZMr?}Anf(LOf};a6gx=>TUV6JLv;G6#P_ z*iYMSr=gf%kY@ghF*O?l9iv24%*OpOP4`swTOjR(4yjQV)&h6(9S(UR;45jhX;(-` z{s)kB{W^$Z@U~B+1db7MW<$m@AF51rGrceMuLa7#1OFWnLDoNQ8*0nE-BJZmVQm(T z1SStuK(UT>h-NxcocRzF+#C5TbKp8VE;1jLw!Lh>w53CK(6Hd2d)uzf{Ut}G>rt_f z!&i<27^#vyEBgjL^+B?W0twUgO@4H+?NO2wH$PLt_FWK>an7fotcu#|w$)6PACCLZ#C^6Mu$(&EdW| zmFB3V36Ued^TS|3NSgy&0W|Df%ZOyDGX0qhsBK}dlS5J`P7oG%bR`Vt-);~M@pm@9 zcNKgHwes3C>_#XXJ< z!y&y7TZ=q;a3(!l5jAYhNMmvs&Mv7Z;8L^dFaQ=X>H`rbkJoM=9#h1mtk1@dyrwo@ zR5?ux^;yTaOGqEA(ffEtq@^;L8BzQ-YJ7{zTYxvMFEac2m_fL|Opvil*T3+O^FPS` zIyjQQgi?QwG>*|WnJhGkgziuLQfNh?uDildb(b!in?CE=ZGNTncKAJliQ=S%qi#!j zOcGHe?lneB#auMwGlVs-Z)N*C_$t|7w;l1yDCwwk1)4XzPCRzirpgTe!uSfJ&*{{6 zi!ZLntr+!JquuDeC)d4eOY#i$+si{o3(zOTNrQJho46uL1$l&UwiX}v4Wy|Z?w6*u zc~SU6#&HpX)vktTN>pX-eUgl=W$F%YB$Gv@J7er9Goi+3dN2JNf2fpZ>)xs1UhACX z2^J>VClTk(`8P+iQ}S3Z^GE5+zzq!Y=LyF8hzF=L2V6p@!mt0^-tS$4H*1rpKS427 zk#%nH!>r{Ol9wnHoO{e~#mQb(X22bbV5m`5?jEQ?3kiSFHs^`3IJkW+L-kN6i2dUl zp60b6wTv&*(Usq$u6@EGi#SVhbicw${e((0O&kBN%K1YgcimKl1U>I#d<)hY@#R%* zM{*dY);|d-*0=EhveGSc?y=KJsNJo zEX#h^`iNPprX;W1l3~#p_p?7r*$o^nA+dv~Yhx^3LI`*GoIKfF)s&^&Y7D|{g_!Ms zb9z>R9(hJSTZcVn7k~MCocZqOSp!N9+EOtdJ8!tVZVuLFn59ckjx2*u4Fw7sM-IG@l}_k;h5rTz z7yb^Lf24_DmaMiMXZ`1>a!|G!UF#2*%)|)pk{5X5 z`B~%=Sw4)FU`pA^>U@KYzXy#LW;}&H)$RI-1*7f0n%dKZ^kW8>U!d)9Hzhsvm|!$yA>mIb{~ucrM;4phx-4yWw?mNU^iIpv3@#YiX~O=8S#7PMh`^Zz z@?+cQq5`KgHSNhY{+Ct1pBWvI*Pg_^c#I$SKin?rob){n)bK2Ke~pMR>q%n*3q_h? zmh|W|{E*ksQT4uTO(%)sa%$XX;X5y0H`oNRQmF^)?<`^eKU~>@WYAf<13MPKu+}zg zY4es~TL(i~XBCT45Hg~F8GA*j96sA6bN9;22UqhK!?pSySe}?O`0xb5-rSB9{HoP8 z7UN71Q=H9^Ct~h>dlxMzpFa3|IMgG1t-a=f>Dq5w{&tpV6|u9a{f6Ox?zfw!0Fs05 zj>y6|H>3igfR|_B`8}>XeeVOSpMBI6C}QEDF*b>_YT^A_S8^rwRwy48GLPgAAGZ!k zxOeO+Ypw)dSk?(}XA3G(-6u$7ILlJC@|aik!Y|r3Vx^B}(L26zKFh(6aJeHhzPC!F ze0mG|6ABD8ASK|BlG|zzPRFD8wuv=C9$W5^*6Fmu*c}Zl#6kWL!t^5e<}D$7L~ee9 z0GfF?H8;Q&10jR6KHk1Box&%k4aR+Rd-)GdL*@x+3~PmXy`d57@){Zc=sev^jO zY=#w!AN2e!P1@-1F7q8sq7(JYv*+N)bz>_Qmn12cm~>*IH{^i=3lAk>qh&53>bttD zS$WLD!N5!f#`XmVc19~=FxM_|k`2LA3`i+r0Q`RlHw)Rsi9CIN$k_#&WqlLNC0|lo zsQNBvKIW;<6+AWf4#92Op7K^r#`F)de{<}Z+>XKoC4tVI#*Zb%?%Nyep!8vtXrV6? zoXPwyVCC*4A9KLJLvGQtf&!$kJs<(~U2wA159|HQ`0V&zes!e3>GVk_?Xu(c3(IN< z3`@2S$nt>CB+TAFYVZAFQ0?yJV zAFS1pr6?9)jcPB?%sZ%PjS5G(V8kJPm;m>z`3q}Wc56&pF1t|Ke3T0MU%62x$!(e+ z7)tIPse`fqYrG7YkU(C2){z6nLCxQEWrW6#QMg$w+=yv z#b=1HK!PBU4T>-f+KD(cO+ecOrx_(A%NP%s@Bk{@I%L{d-Fa%Z8JJsm^ z)xgPb@qksEf4i}COXTl<4*>O8w_m`gVy+|Gl+p7uerp1(TTq!s#5w%=Snyd+lCH*K_fH`A-mXzVmJ) zt#GTdc~<3^3Xd32z%_Ps3)e~fd%MM*5e9V7>(knTR9e6fKUBK83xY-`@h9#Q1r`&H^Wke!s-GqTDGMCccQ4x7 zn_#CkIx|-o40mv*dBk?rT6!^!%0ZQNH?=s9Dul{mgy}x5o^X&Uk{)i}NgMJ(JzE2T z1S+(XJX}@&7bazlqwSuloZCB=8R4?{_R}jsdG`rFp6VNp@4_%4^9sQ+KV0bHr=|v- zFwjvntx&1+@<(8q7>&SD9LnnAVuVE$x1>m;#=sIV`CkHp1eo?4+f_1tNIw4n?j-5W zT(v3=)ZO!k4o>vt=1q>IB)s{oyND8f8RowQW3|Y~-}uo%0(iAs>0$+Ai+9n^ZDc7+ zC;Cgw>}%=J2bX+mFUY0-)c}UFvjLy4wC}1Uo9NdadV5#Ulu*&9Zbk-8(Fr8Hgdk7XzIG3vag`Fn${A>-h+ zLBw8*gGOHCp6gOMD-v*LBth(pixGc`ce^e|q=2(Tmr_s8>LUZR96c$}Av({FpV`G= zf<;KHbc7l9v>fiM+^76hB2gGG)MLG0mZ&4vz*xsMF9ww=T}cM&oBS;&6!%i_kN*E9h}v$t9=t%78h%~8bs%K z0tyXX4p8lX@KJI<&(R}*dI^VZQl%4m4!Ew z&5!rBrIfOs?|w)YBv>L3jhmHAAeS-TnZp^5fepym;*9IWXi?zQRa-Rv z#UvBzGg+!&WJjH}$D`|Q2OOr20eHOFTq6*%kUFidCZqHk4*9`eQmStR!hw9OdGUjF zfdK+o^r{TDsm`pbeM&T76(`-~peqf2qw{(_@3|WUiJ0%dYj_23pBI+FMbxBHZjaAD zE9k+0V;$FJ5g!1uh2=y)o7^TW_Hz2+I^~LQzb~`wZt%M{Lbe^iiQj%G`$SruO1XY| z6ZdWEdy!|Z^{1)_IKBYQLA!?YSN>{H!yp01@$W|d@rgf5cC`JF1(@p9mHHZRhz*$i zgdr%}CfWa%{+GY(=~A9zJ>Mj^hnDZcHg%m-PlHJh8eGtgguvE|**?i|K^$%z^rY3p z3vaHu3$m?FUt?G7nAAWBt3l&G;J^)e%{s$4?M%=?fC5W$k^psqq)+bAM`in)O-!CB zusd5sVc-|4PNvj4Z+YKB*-tKi*+tiNt!L4Eu3$zs{$2lpU!y|Pa{uQ`KF1_r*+Dl7 zE}ndJ@(!pwCi}@>+(%HIoODzp0Y>11!XB&UA)t4GAfh%<6#KxN!4y@=W0}Nz52OL0 z6Hp^@{Dj;}lH2L;)jWI~wLA*V7qcvXpwdiF`fkc?lteT;|IuJee@`;HAT!+Rd-Gjt zG-X!5<|%q{zxO3cHQ|Z;c1;Qx(w^7cDziu_?`S7zV=dm2; z*BkhUTef)Db$H{6+kZ3i10n5A@7o~aNty*?hnbvytRb!0(WFI^=w7CAy_xo4!FB*0 z_;JQe*y#pZ#2-%QZq zhw;H-dK5nd>pd$=Kyj_s9ly3CR&rdqClDOmW?2R|QAvTJ3?FZSUG!&%bOdAvY4(*1 zO*rcEUt&tRy}}Qt0YHO`?MF^4ov*M z%{21>B-UgAe&K<1jH5OJ$@g3Fe5qte{dWK{y^e7I4C*KLd9$)DYxn&3f2txPzqx3C zg*|bmIkIZ4op|6owB%bwgSJp@3|chudhKw~cq^We|2{W$Y|LBz$lkv0IQUhSYy8m3 z-Mi`u#prCFE0SNGVdk&a&<-wwuso4!2k`W%5+APdVuHWpb1d9+bPvD|U%bhDlQ$~q zZ1ZROL8T&xl&W>dv4;S@Pz8d|k=Lsv@VTNRcE7Rd*s*CB5M!msdgX zb#XBs(mC=$w@or?b2=~;~p zAD?uEcJ1&Pi*_7vLjIwEV!Lzw3J!d-bu};J#@1If_Y;*SXWQuVet(Z7n%#6ez=o~H zao}iad(*=cIASSzSdR`HEo5r_<<}>A@p%?H-Or~Xmv8Zcj=Rexq84eXm4BhU3A?7v zfes$1b|m6uTV!$L{Lq_jMYfa$gnq7z9bu6HQE>?o#L+~Vl zlrk?n$kIMCeZ{dYQO!yNLx|jhVZou%@hR7ftw{Lw8D0BeAl{BR-ls|aWsSf5Uf_D~ z@%gevQgmMZY69bzp}!A~BAuJ#XNeYw(LZOLk^JFdJOuSPIFH4chS&+_XTLbxJ0{)> zELJr!;3hp8TW8^ByQ$$$d|)nY62J-@eVyyxtcG7#3v+eHG`?I1Q zyu`V`g;#lP5gCP^`0$DKErqi#GmJAN+eob7E7int&b`dGoB^3t;hIgH(d0q|(3 z2Sxv{55$2Efa0_{L`I;f(3iD!n|mi_bXV#VFT>IG^z%piuujKmT-mS{Zs+{4%Hd4C z0?9aH-^qhzTGKcx*gz$L0z=^h+U4Sd2deo9Gk2dShKwst=#BX>8lZ_ZnE0%@E588$ zixpJO>oktP0rm?L7w#3NmnHvk1wq{p+B4H-AlUukTN=qy9??$Z&{jLzg&qRCOZB_A zmar?2GegGai$WAy!IYua|Ia>k=bIAE*FD&MB25?|kROLv^lmYW%0Wfl-ry(YH?A4_ zq7kl13TF7v!?iFm8<)gr!CuwP4JsA5cy2ka%VSr{LaXX9?i~Cb-pq#7yN_ELF0{o& z3anE)1sA3N398aEouB_ub#9h6cJ$r#^Zgs;SRj$?=wz+ zTHelyL@NWekhLfgkugpnd-QBnmJ!??e~tCA3>kB__jk!=<7@88)N(7RAAJXA5?2k3OOke;WDQD3itx|W!4P&&?2;8N zC^@oZKj=tk__DXx`k_^pAxB_6P(n9}h`V!=r)WgcsCgGr$x#$h=3w*x*{!Sw^)blB zZa$jttukD3!Hi(~A5}HpYazLUsRqabH>kz$7SlR4iq_zXy-AhEsP1*_f6JqBcLG!3 z2yfGvfK(Z#^Z6F@|F85-5$5f`E#dY^~rpb$n?JOB>WzJE6x=N&Z4@*o`$#>QM-T6 zmhZ{aQu0WF_93)E>OD4ZoLl04;@t;P5Z{|+I-L`j`*bjv+h6^F%NOuQ(i!mfddT-{ z=t@!~@x$<>74Zqn=lgl9G#S4I#5d7WLY3Eup|IaqM)^(O-w7Qj-LX`vS{}Zpz1q8oa<7-agJt2>hU}H^A+FNSTl+7F0#_%6K|$ILnmX zW4BX+SSHOC2&{wpJmwo~Dz2ZGpHL)FV-^l$hPO|oE;E1{h#_d#jzKxZ)$r=n-)wE$Jmc4L-^v593t&~8`5sN{xKaO_uN8p4JEXT`rz4N* zWHe{@5dPaN4AZs5A62xc1t3HLwY%`tG2i2tgy)Wdu^d7o_ z#;9firk7Nl>0-dRN$e5p>UW~se@zFEu^_BB&_>OL!w^(E&BaFBZM|>3q5roSycX8* z?lE2P({U*d(>zLTjEH7B8NQWj_?W@5PukdWXy#n`%T9y}c5|nftC6C$#Gk3KcXl>; zlG?KOE@E!bBm>ZN7g23oBKL;VXLGN|X5vF1$kIlZ#Xh+#Z2>4%Kfhes&`QxCXs5xk zs-;U412QokkoKI0Yf%qHgHjRy+0HVLkhM;VD+R%I0vxi=##`hNwrF1t;L%d6a`-?= z4FuD7Pbhdxf#%>x+EA7x(#FRFB!wdXl+ALQhGUL{ReoEz*t8m z&H*bP0AVuWBuJ=B#%Agc1jJ2pfJqdMojr&m5@f>Q!t=NJ2cBjM9cOZLdbFT$PaN{F zxntC2GC6V9*b441zGQ1gseimVuB0~6+Bj-Z@f-c3+y&AMoO?ZX!p(7;qc&``pepw5 zgmEb1@Yb;jgU^q;xX@`_Hc{}Xb+~~CmvG2jxL-I--Q?c*f%E^Dfi93D!}i;IQzc$6 z_Hf`t35ajj`=}*3^ulhz|F>t-&Os(1#nKj>+F#3(X=^of@l99Y$`M_fbmX{IvjPV0 zW%0XFJs*WkeEWwBZ00D@)1SFkVjhea^AW1{wG-3S8at>M%>oRKLGir_Cr}}udW~w- z`GB1A;ZFfTan^38gkwEkW6Dwxgm@?E#&MEv@+x5-@BvE?y9FzytT*Pp~Bc)WcD5 zK~e=VSNp3g>Zixp?>94RkW}^XiO49Q-?QlNuSO#R36?Vl`qZ83ik zzc0zXLntx$p*Quir<*m9@j!uOlDO;ZYgpOsQUn=Bcuvi|X?A2s5KC#>Min(mYu#Q^ z8TWgI|tHlmfOZ0UeI-DeVF@-z5{OcAI$UofX2kXOeDla={+=f}uY_t4Qm& zVB$~JA4^DP9;$A(KXBKyG)2%+#aCDzuieS+|7=Xup=F~j)-s!v3@6e88`xW+1i)=m zaq1Wk112AT=genHpJxh2J?CYQg4OTrBO}A-?Th!vHUcZ~h>C%)WFxZRnIQU!*6}pW zG~{RqRHlmKfdyjvqLB!vV)qlfHiB5yWlfW$f{}EbJj8ID4%fr3*UFhTIx9MNt?Vn5 z*Ou=s->(ep+?%BGm}K8hYq?oWH#2U?W#Kz*WUaz~3U(e)!sX_m-YC|W=IuIuWXBb3 zcV!kjQ~v@-;7Gu1k*WsD;#`IX)KE1g4@8n%vqHeLaxq`eu zwZLlnl?CYIvAK*?Mgq5WVMJO5%@uWAUZ7}u+9juQ9l4mj#X!wHaL2E_Ss<3!8%OnOew9r!&2L#8 zYQ>nSK;AK)sJa{>qSs7Mrs-_e5?f9=xVg<%5n=z!%54`_VmvAKj`*G15)q{eA}9|u zq@F7V#ljR7+{jWtIHmhE1X%@Ea_6Axij6{L2QTg6Iv5Fx+4`13Tl_UozEh(b;Ov)u zYhgc`?N1c`Qf>untl8f#6l|NEA8T?(gZ2&``w}NtuWcjCBJ4RpK7UO8y1`DR$@1k; zj#3**lPWqG+aVf3Nh9SfSYPSRSH8L6KYIfEAj+e*mZRIQKXrk5(&j#eSfCq?c!5ZvrZ;G%+xN%@ zPkkHaDFPo?JVb99$)TxJ{c&{TGLGD#%Qr!pz?jM|#$<;g+LwMOou2S$H@&=FrZqox z_?2-UW3#l4jL6)BpupKu`_8rK+oX}Cm|le;&V2^lT8eT9+Y{aM)1GuF>fyo7fvgENh} zz0-CZeIyfJpzF3GZch2k>uSb7E2E2~B;s4#?IOU1CGXRtk4B$MlD}IPccC@yfmho{zplvPuaq zB*lnno&?D0Q1suPRRC=0kzQPfE@2EUIVCSi`DkL^X~~v%xyT0@m4a1}jXC7|h81z; zO}oVAmaYwd6MMEjoPWV~_fCUMPy3vux&D=1{g4zYRXS^%%!sk$9#ptlGC|5AGIa7Q zg?P=iQ{#=)pU&7%6GG}U#`$Z%qa%HKrnH`zTk}e`wn3W0cJ6!nbE8Ie=E16Ek61N% zjf7C8b`9rOxD@0xW|1fc+_|k6mH%t6Ao#LANbyupyv@m!HhiZ7*o*WjBx{wJoxBBkz=|&`r zrRDPKwfwU)4G(8V9yBpaUNTecW^n4Vb@WM{5fnc}ZR_ZLHM03Bci6*$4TYmGeS zwXjOKT>Jnra_QYYL(s9QfgCGixZ}x`FHj1vD44z&w52D;1Xx@HXjG%!9ohF8Ff#S0$T>l5N9ZFj3y;&}Gj5 zGe|x(j9)QF_QMUo%B6O|$`|rMoU~|m&M97CRIGYswyj?wf+YQ{aNGK3vEYPp(K)P5 zx}4?p0YZS|7=Qi>9uCndtw9K^72 zXMHj3Cm?m<%}I{#V>KDu`#V%y=I<};Gdr`%_spETQS+RA?7UvPdx2y@9n}2Jd)WVu zQHn&kRUWlp9Ccb<_!2SmQ(Jj|L`Yq^Wf-P0mFxP&##`}kAE5cqV+;pT^i$5Ai zncPW*KlaLW3AGN=JKP0yJVqw@I~|;XJ4b=7ih%22h%Tojwa$z&+GWIKUx=qqdnI4Y zoE%gXGItfsok&%Od$vgsyN7(fWBFse@}#%Kos6GhI{nC{(on$5fgoM@g;G>l&Wg_+ z!k6}0Z(U!HsF>+OGo~}Th46v$(nBG^q$o=972>FjCS-02na!ozIQ`|73J!~hyu}GI z{=ZT!6_TZnBOah3z-TUy5L4 zCz&r@geK)pGh>psxA6>aZwB2zl8KmIZ<~gN;^;$jCvD;=kDKir3-xQm<% z`Ls{&zqRYDX7zKAcj(obe@vc@OdRP|s(#-8tQD|(LKC8jb3<{I%mDTU^r0$!L)$u} zRy5kRJmO{Cw;ioL#{tXwel1?A29Gywr~MRq_7h9tjWpfu9{+7)`k*8-+uJ(340O=( zBEJ~SzF=@aA4a)$Im^%Pw3P6{_=!#atnz;Mnd12<|0srE+;d;O-R-UoH!RVlKQ`CI zXUV})c)VQ#O4X3Meu4Y(RnC$*`wNMrV6OYOeuLQ}XFnfX322Erv0p#((mrh(jETzz zV!9l?GhWlU5W$L3zkk~nk^LsH=g1l9=7PavJoWd8>zBlFx9+Lj-`x`X5`X6Zj3ak- zcS`KT(e4$tHe7jjlQ#sDF_JXKO{OlE{^mvW#4N(D(-3?&s5c){Lxn~WE;^WPj=z*l zRx8o6l_*Ty7^nWJ1iFZhJSG1}<+y-kppinEFaGrl&|A@lVApWaLqUbC@df-!#;#?Z zcTpne#U6K>P&AC4HJLS&Tq%*0JAl(K+`vqDELUh2!O|Gzxd!UB?Dl8sf`mwq-PqQt zh*wS(;*Ga7pbstU^nM}Yog@rDXtwuI;_l{80)^%D(1j^9*>^5^VHIO1@p`Af>6K@^ z&=nq}XW(p5rqwR>TKO)B5izEA#|g63E~PK~V`cluw~uLacNagfMxIT+{k}^?T<4S+>LL`4?u#k4V;`SH#g*Qf1yjvqiW$xcA|t2wFttUrv1xNqFBr5+ zqz30-sCy^=@N~I-4&Szjplj~o=iYgHKtc0&|E@`(`HO)WiqYCfeF`j0dFBCKeDf-Y zt!z7rehl8bB%eLSrN8|ZQkHkm%m-cV94Ee{`m67@+))S@g2bpqaSX$iv7{G$Q+g{u&1%)sfwK zaxGa*285#9+zYt~j~cD1ywY-dK3cp|p^`ST@W^S{Z%}dnk6p5+ImW<@k<`-OR@1uX zCACE-XlLE5`LGS)j2BXvT?~^$hly&LlKUI(|&b@uUC^uu`a@idp4wCvC4$g?QLb+*Z*_~ zN$jF48`^Nwn{I>UIjvX2%8R{@q`!Q>eHwQcAc`wjHplrR;(1uFyv)QiqeYk3jD_0A z5D>C{LCs$Ez$i6KjO&IUc)=F$`U;|`}kj$=*y>qbH4 z*~LLKdRN>(27s~+ym?mJ0JhbDX7;@ySff&ysHHt zO5eaedQj2FcuKgTCYu>MQ_dLF!Q-sFv^HMiQg!}>(wrcTb-L${b9P>&vO2)!9O0zw z@FKI6!de_(oA5yCINS{$N#QQ($KJbRxvMR+ZFG0#c#@TVwL1lIe%AO~A@OIU({YkN`g711<-}X9Kgu{OQ_xRMrS{DmNTyC6kxYZivq{%9drS zSMg+`L%KWeNF2lp6g`s;8bg=V#1INoPB&eW+nJ=_K@6Do7I&3-0=2>jd2t^8J9tUf zQjE|TUjI1}$NkoS-wE%I`+ud^LQRjFvDyN{hfjab^Cv52CJa)VP%X$-Z_#CxB$59n z`Jj-;YcnP8F8reWvDSrv3L2AdL%P7A3>#THPYjxd4?BdG?dbH8%FnTRX9hkl4fb2{ zx-inZ-@kEUy=3snw_`}}k*PF*hxZ$N1fS#r2(*60lsA7$*jtM0$|kIj5_})NEtxe| zK!d_bE15Dfe8^HnSqcOma-Tsx;RJNeY)<5HzNoB%Pcjmn5_dQ+0GXQ@W$I7wB+o@L zzo#1u9{5!>Qa_w57Hpi+_&N_Tg6ch{jqTDn6*>F(|>k!~cUySrPu z!*@U5-}{Ga;aTU*oSD66&fM4jT-Tkvq_FZB1G|I4D~%UuHQ_Z%VYGuQMI6}<6$^`6 z6dlL%R6FYK6IUxCo%#aqkehoI3+$;&UI>HTgfjfe6F|%hye_=$yG0j?ISq;>T~s4< zcOtG^m_sDJMN&IT^^D#ZAqdqi3HPn$y74kR+*#ut*YW={Euwjq%88}1qp+r z92L&pI9{e-V)@ASlo$u##}!wG*!Iw*TrUn>kY%PT` zh?EbR8o-q!R$nS#+wn!E7oJ-xia`lE!HigN>y1i=4LONFNRwu079FMa0Yha=wXgXf zw1r9&=7pHcnj#=$;Fx{MzqCiyVm=YSLby!PWwFqa`RR#EB$xI3i3#E-sZ`QhTQZO= zIjHo=p>{UOF)$G{*@ulJ!P@9nugO117|RfyjY$G#k_nTK?l2^`ohzil`u$!P)$PRV z|7KG_t=FOKiKuF?#5GxixRVHbCmFcoT$8y{4G5S8-|R~SFBjfg+I@%`Ksb)(*zz8M5}$cGF5}Hlw~;5gch7>x7X% z=tJ?Y1N?FxQxvS;R7nHawv%_Hw&Ee}Z>WjAp0K9WHnriW5I9#8I8^%#igy@TbiJuH z-lDJ-A&gJ`V|C39`>M^ zj-VIn)#nIJY8!TVGbG_4?g4?snAmQG!}T)&uXKFE!JEQafRYXlCSL zi}vKebl8Y;P z4279AJyR2pboJf!doRLwtZ7!Tx@``{k?Zlyh;fFhH{Ey92;{r1%g*`O?E$1zd&%Rw z5u>@$>~9EmK<=hIXkF?}G+$k#7utIG_I;@817LV(+i2{!;M6r}?8`hpWC>%o#A$Xn zhwjg7sc-BcvhB%Q)Lgque*JR{@4Hc>6gI$vejtaF1%|#(dC7;ha=vOC)RuEl5cAQa)0bBnUN3QonKh~ zcSl8YL2T6gjL$B(-q)W&iU_mY^0r`HW*5jFZ^^3@kJ9f0etXKBNwQQ=02RY-iFmQO5HDK`yW~$=1*sy) zD21BF%RyX@j2p0Uh3#bz#|f)_mhUnBZnerXM5niyCq*FT2^rjbyru;Y;C{tvLv1J=;jd?ZnoZ?RxGfe}I*#oit=mwF~BB_>{ZO1?dr4kWh}Y zgSmEf>66xl1{KfM5C;sH^RjEHDz~*@{yOeYT$#l&UrFSs&M_!A=wAF<8tAzQ$FiEH zSJ=4afYGXichF>2#sJQBs3qOn3hULiQa=bZyfN%1qG@J`- zi#Qpr4bZL=b{QyRBn@+uG#&3bi#dYk9kh<##>_uvnQMZHdhi7vCOvD*OmSSv$FVBfK2VgF+{+Z-Y2mksP2%^_+~daTAFx%CKjlqv!^E|* zikA*TT>6}g&YS;Oyek%VFhTHgfy4n5fV1&)xWsZ`E+#+dqNPNpy z4#>=(!*@|ipfaGrd5y8J)2y^sQ7MtH)9@)bGT~W*L)DG z6KP{3LmM^AXJzT%{ZsfaN~?U97AqtDAePX!R($eKNY8kcYnp4prNIXtT&sgXKfG}s z%sjKgVKY*4HrK9d3&^VO9ojvoF}qUvzGfRk(ZgM<(p-{2d!|>cm99Yqf#b2BrQIo? zPq->NkW+Qmp=D_}h6)(-yg`O@6SkEsPo|zT*Kw%fxSG-`2g3(k)@7cu2`gXBX8UV$ zCam3ko5LeZ!LIVkiemNT&vFI6&zIYaD-`n(XTYH_Mg5WM39LKu~q#MT%8Hay7>c6HgMbT4SP=m3AYvkCDhQrFBW*Zd| zjb8l+Kb5PLt^&CXag;YYNM#~q!{(J!aopFghOFL?Qh4oxn|z3I28oX?`@&rleolAbHas1(B3sEF1visK4kpc~8Mm_x5OLjJs*gl<;NvtP?(qAXV zKBejaAf`d>hockrej3!Qu<@Zb-D=U+EWYhnazzqh5mHE7kt2nBET*>Sn`EBvr=fsmf%w!8h_`1uuK@$L_I zq29yzyO`%)VYAe$f-KV9{RB>vfNSXkZRb(rC!p18_!Hm=rc3xzSzfoM!sc$yi^J%L zEAB#1u$O=Ry@)g|E`>Dpd#Y~L0|`@h{O573Q+l^rdROOF_8`+!Y+$c_U)Pi^9qBx} zR2!bV&kLvRo}lM>($2R?kF6a#1~I44AFH82Sz>u{DB}W=CdIjoBW$QVee)Yf++mEi%mzis<9E>5_nK@ z_mvKj1F#Eq>NRHDCi33ECdG=&M5E2|+eKOyjJ#Gk8DFU44|hI9LrtQS=D&ka|FI{= zhvZBjz#s>U-*K%=hH2wJk?tANUc7GVM=;?a+Z~_?za!{I2D2RLXT_ztz5d=mms}cm zv7fnu5VP=IMEZo&3BOP58w1<+SzpcRjFbnL?@KsD2Ymh>+JYh*P};k`78U4 z+#AL6H+k4FOgC~tt(vPdMFLd>K5Cmquw?%Q==NQN(_ht$X~wfy#f!>xLiexB0mKab zh(f+D22zrruAhW&)Du%xUsQ$IMbmV`?GrFe%=cp&HY#(%iC)>@)SAU;XCipE28Hk@ z1974roU8l_2Qe~W+F@$_cpGS0S!x?WLFYUQ+o$)ofcUV8NP?KV8upgKuZmbetl|`N z5;IPM@wndo#oEeMG`n|MxzotR)g^ZLp-17~a6nSrr;XjK5GlWW6&uFc$i@D92zq^J zIwnkLQD3nVyQ)t||3z8jWFV{x@{g}G-=pfzQzpOI&bxfFnX5b{n@GDwPWO-|!^dwi z7f27NOB_T4NYmLOlvAw}AYwjAVR5dQIpHjl02PH?J?`-K$l6z-( zxR~_nLPHck;ROz`>HH{2P{V%u?Z@?rI9#2wO`(+t-C45ap&uAWnKfL(E>|T(Xjokn zap={fo>h3)Yg2V6-a9Z}ODF2AN-r~%zPJ~Ko$GKb2EZT1X0#OOV=2?m%^e@=raw#uf1N3GHlNkjze9Rq;4JF`S9uA zcB|gQdcg>j|Ur?6^s9R|(sHcYdS=^@M7y5=f9o$fuoLC)-Li*ol+_S{@>(WsT zL88t6Qdrn-_Zc)b2G0i)KT{}j`1isIx<3y`9OEQ@`j?-|`-g%;ihvZWeY7+#4z1XT z&kF}89xRjw>ouC_k`_c7g%M6MkZ)`=$F?IZf7~?}Aky>Yb3$lfml|7=5P*T$7ehr4 zp7>x@XjkobVy;U*kx|!W2OD@2a}t5bwUbm8lQx-c4ifkI+I5SmcTEkiT6EPwuWH~H z>&LejYjBRU276TLNv!WYT7U-{LQuh?te+z>Ei<(%M)qkl!ugxzaN3KF%fQk%WRVb! ze*@p|B~CK@z25nS4z57iS3D=D?2F_2?m@K=u2!gTUuT$(bi@b6Zf*_v9Uo|2`9qvC zesPN({{EL@FVI&0X?_ppt%2$1)<_iDf6NWh?VUi89d@O%S}Sdwvk*^&f44-KYx8HYV{(s0;VQA0FlisjWnpIBji8^UE_KARZL^ z>kF^)#9enzS^JYR68dK-QkCEJ{zJd$Cjq(QJ9p=GN!;<3ZcYWlt^VJwybZDk+-p83 zjkr$#cr`yKY8 zAb>|O`Vk5Y9hgkw{bCO?BE=qlN8p9l=3kfV9E%MkJigK9e~qYoes~tjeiD0Qa@zmf z3t!nF@Gvl;-E0oKx-SA-&io7%`?$vME?p#N93H8n8mk&m!2FaVJi%ZVwlrxo1IwHy z%Ms>(a|G*&<;l)@7A74`VI)p45pyq=N|Q}&C&#jgP3Nn!Lw3hqBQ#?DDfz*9jGcK( z(Od{VZFU3FhSb4JLi=u18|b&n;s$g6Sc+q^i$D5t|KQbty#CQEj0!Ki_GI-yM<$hm zJwrgaAD{9Is?sS5PS6A#I67$pQDrMt3w$YJ3fri-iKo)u>&XF=nGQ_ZW3#GzZ#vKv z|aXTcg6raXPfPwQT{oI#8CY@zrfMJEwhAgJkt@Mx>d(qNru^sAcgm)t@gUJ?{X*w z6YN6bBp$5$hJPVX{j;Vx^>Jf#*L@kNO<)-zqTtN1<({l2K$rdIwLO+qjwP!-dToXX zqI=)+Ga6{apPq21gU7CzW;)%Njn})mJzBPR5rmdLQkcj)oc{jzMv?F1(xigWO{?3# zk0!ULUH|e9Oo*F%-vQNV1gir@EI7BrG3oH`%$Do71dAK9X||9_KJGWmru`!v&i`~9 z*0kpDjaX-1d|t$)w_n+EIX@b^M2r!0jS9t;hGdZOW~l1ObMhz3eMSbgyr7bHYu0!tF8} zGK|iIjx_q4fn%XSz~wXEYQ{rAOD4`tPu%ZjF;zqdsX|1DNi-xed&X{&x06P;bAC8~ z@I$1;!aA?sMly^zn5?B2(&>^K9+5mj2?Ly(70FX2!O3&@tqGy!!i>s+kLdmIk-+0r zq#ee#eIyxlz%|n~o5Gk?^Pqi_{JXzG#{^=!%ol+vzk??x>tTzsREEr~2G5&?y~)0l zbtMxO5xswXFP8fXJzEiF(HLb-$b|{(8y%_nV_+E?5e6q_<|mH=0%RAyn$4ViI(8sL zZxi>A0%o!B=5qZtLz@@|H8~`?`3z2dg~7U{!*>Rk`16*Vbz4S;0(oNSeTZKx^R3aM z1LK~OTJd8*z3xmvp+y3h&}f_57ap`E&*U(vbaP03hQeZ4I_AcW7OXGd7_mRj1%^Iq zI~smSmNHCFxMjw37U~CnyR|ny{3SwuqR4`r>^CiM?E_m!Lzzyi;@I&`REy2|_f1Em zqJqsY&+|Oi3o{Ll%gzd~V_0&MSUCr0pNTT{aBVmC=vFcoYcq=ra~r=KcC$1y33m_whdY7(rg_w$0plcB{3-Ie<{DwK*pAS6I!VuyE|uUn^ElmB*k>eR<=ztDP+iidM~5>EpdAml1VcQ?$Jw4PQ^zkMm$ z4=N%@6LFrU?5HqCuJ5QmLyusX^eVD5`O?UBJM^N&bxT7h>hC|%e~(Pb8T6EE_gEl+ zvsD&8H<-*Wc5RR$P$4Mm8fk@Y*&~AZ#@M-rVG8jRqUWjnZTpnXx|ic*mMokaqt1@% zU?B>oXr05G>caXTTk4gTwrNA-cRBYLh&t6@OX^pJuh6IbVd>(?bPxJBzUk$ zXakGOxs1*F)X53ZSB3Ms_adSGrV8YR6fbN?IFLLoqJMAH7%4xYp>*(q@`+@iHKT+GL9j| z?*A%t!$NKmJ9}gXSB<9ELE!)Dd8*SZ`!+{V)f?1z#l4TZl^x=NB`1;{_KNJY}uFn?}ti>vxpHLPPh9*&_9n<<_Y$8E<&4 zk`6*LkwTwk#Ir751%jvd{vP)X8#dfy&?a&wKJGj|HsZ+<_b77-vZI=#Fw&stK#e4i zsW{j*Y%sZOv1@wA-W;*3wRl%uV<5C=o9m&|bw!s15j8VO8s4XFy{c8H577(8 z$tyW@hX9=;Ap>qGERSPzL6DeRMGfk)TJ>r!5zYV>o;BFw>+`p`d7T>!GmBCb#&&e! zV)%A2cnq}~?FBpRy6yr!4=gdvfY-c)S9eQv2_}3S9@Qq+-JA=|u&olHD}zF=-|rq8 z#n>6I#D?k<2A~hL9B_BbU1)o*WXeF;{Sv>i{=Ph^L$+b)ZoA_e(?UvorEjUj%51K( zwke?!9rBgZrmAqs?N17+yD<6f ziL$E&H8-oi%bv|9o*aK*Y_(DEQZNSX;eInZU+zZ1SCbcAH1eYXWfJ}*+Wpi+bDXg8 zpY|J+iM9;~_E`;6WS##H4HVi%09M!9NUAwQGf&accs=s(|GieN@@!ZAcN0!jP%`9tNV>j-3 z3%IJtz2(_QF81}XC*j1h#<|BvTNCA*`Fv#A3k2RzJpyxlH}aOFK-6Uy!-R;}=|QDU zoCo5o+h_7<3>WP~M`cI9!zSQ#RT$ffj3)X$sQrfma#NDT1qpEGAXHiTp?Q@7SlykJ zrI_-l)4ETZwao8Eh34peX4tGCS)jM_&_t^+-n`~|k_gw?Y7YMN@0JXKSq9EoH0*Lj z!fYA{w4E-S+LL>5EE0QL4ruv7lFwb@3mG*SKq;e-s!`y{Sg<{QtA1YT%d$zbu}e0gRaag(Nobli;pLnN23ZxJ=M4168m+QyIw34Wf238 zH3`t6GEYTV87IZ7bg)1VRL$e1cln>%DKhcq$C78O8n<1VgC-EaMc&QOBx5g?a|qpF z`(Q+t5{t9W)6&~cQO33(;fn{h!9ikQPxEMjC$giW_U;<)-7lm0`VBhYB7`%XS!Md% z)hcuzoh_RP>?m>P*eN6@%7}EJf(Z_XejPx$)0M0pR-Yh#1&He2Q0iz~KW|bF3-bL9%ZhKgExf#vh&zX|W z`TC36Kl){Dt978xV$=I&MWz?Z&HX0WeC@8A5jGKhEH*{E|&8NZ%}za zH-(`z@l<;jsA>{yyKV1EUJ1Ky&aP5?H_-|Azc4%Tge`e2mqCc>E#9j%vMOC**QHc! zz}`9R9YraN zZeM>hkbHHdz!CIBrNlA*gbZt^)OT^Ezk@N;27~$UmfY2^@W%M?Z}zIxRp*2CS<&V4 z*ZkVx^DZ!q{&QPdmsK9`v0f}M)&w~j+wF1k@tC0_o;9c25i z5lhGN%mmHdv|Ee*YlR8zs zlp!EB#l*CaS2s2#7R(*Vr@L3p*}$}ISA zyK6fPyG?056xNaP6P^UtwaxaMo$QZsUVl>ZrI4~v&z4>ehTnKoPX-0pMj8Kb4%B>V z!#Oam{A%O$%gl#Oko8B_m-OFSG7j3A5$p=~j-0+5ePdtV#@iTwtKgozuh36MWCPXo zfqYQg(M$R9gQo!;d~+`>f9PrC_|hqiB{%`o=?lTcO|_1n*d0TqJ>z(Fc05hu^$fnTc_bXFUx>9aQPV&t!==!m0j-FA^N+6Jp_odJ%T!N)<+@8Ll7c{l(4 zMdtJw+y-y)`mlk(BbwjMf#^Z@J=>d7pWb6AVLvOz_Q6bjn~3=dN|mrEClMKd&J|KN zt9mTFFOUR>{4)5$c6_3A(R+fvnufR!=Z$|pDnFx*% z@HKWeP9VV3&=7RGxE3Ip>F(cp^-`ebb1hwvcV$|`l@SE@E<_`LNW`2GCKJ)dsQ+n!v{KsAt z!67*(&oQh@9Lpn^QeiYK_9v@%ug9zhE?(sPfcOJX`N4k}ejQU3U?2Vfymu%6|52s3 zk-feY0q9R;Zw7sEKetJv*&0AKFbho`7;*V%T@?6FUNd`QwoZt9f5=OilpH!RVR6E_ zXf%P2U-SZ`kdUfP1n?`{8xzE9vsc?Lw&n};Z*yzugmmmEfIK&3NZjPLG7I`2>yPBu z5Wt~Hoa7@znBoLv6pdR|801p`q{o!it~+Qw(h-=jSe+n?i3E-|<Ggt?t25fs8S!siJ)^|S<2J|~>~!+3r7 zQ&9jPVJu^{8TJZ{S?3A`(~H9Dg9#Pq_-fT8$#2ew!MsZ)m1nD#>TI2E6ldsHPr zK=>rKjRGqY1P9g6LWwRS(TS-Amn>@FMZZOkD|IS7jp`YH0if9ka|Q5mwcA?GdKCS- zp0~Pm)&9y)u3)QMeIw6MV95GsrYDVlvOa*f{xzj@Dt4?|+QUsUV$Bf1UWWGuZv=mZ zElu)A<&p!g=Z7sRP>C`C3kE9~k_)db`Y+6w^Su8L4{yv}1;yU0}o2W%U$vNodjJwI5N=VA)KdpfXq`N^hhK;i~h z0>Mqz)Sh^E5KXlb5|I;CyJtsC&gva=F{0mF{eDpF){bTF2L|o%#MBN(JYb{x#txwX zVuc2{ibJdk@wlv=cl~vDR34FLe^KvX!1K|sGp3+fs-T=HXp_{5{*seKGzyjLu`yhsO_%7cX>7>_`juHuVNfNI?*8@af)BMuZ22Vr( z;Ze0`Lh8Y-oXrTLim|Fo9VB!bM%ikYN7AQJHW5S3L`*i>rfm6Zx^Ii#=UY>}IRul4 z3<#olgDcYBAI$zxG#DL87e*qXNM@LlIa!=!K-E+N<1Zn%*>=Gt-snnqOl1SJwl$2t ztk^MWly^VN9aBmNy`#~zE8#}UN{KE$tRsz8U61pL(L|o`pG^&R2hMyk5m0B_|oGMgV({#o2wHup~UleBw4LV9p7np9(Vj> zab6d6={;zf_d%n~p4vSaSDf4eTJe)6iT>r7{G2r>RvWB`McB_)IrUG;jMfzz>&BI? zneN^g!W|s)v%2|PeSr&)Q)ZQ}!F@v>TeU^7va_72*MEyo`qihA?Q=EDaI~xR)Xu+o zpTb8OgiZ1B#*6(_^N9Dhl^HDGklRLJ@UWnPFdY8W@d^iJG*ztvjXj2x;-X|s#e7w* z3aCr#^_qi-xoSVu9I+Yj$oA=LTMvw)-@A% zYz6sCS7i`-UHwh-kglVGn$TC=0(yY)XT?q-vjI<_*+L{+n}V9-{>3+%;aN`Q#o)rB z<|@Ov+;$z4TyKRz>yB$0>N>?xcJ-TiuwFER4N@y#^#U~mK^y*>R zzkCl%&a#j8yxhXE-&luLb|V*VK7m9s1MpBM8yc_+2V{RvZL0RNnceVRCoqqdz9m2X z9P+%u2miHdRq_Z#f8ql139jqtQr~Zu)RTs+2AV_nI_6!iVdh^Z+hKud`yNGtR$o$OCyyPSa}_E|Hi(5-6(UY8*w5NaJo)RHuoCwa+x__LZ{4#piDt%iDFTGNPvlwmm8}){##W zVHj0&YLz_U>QHL_d7jb;qty`UR&o{W4mDH3P!T;dgiNi{B66mR!u;1>OgfV<3fq1;e?$9eQdqWEujZK;l%+hhEBigI zvtNaL4HD3A{J=i77c&(#_YB%OsA%e~0(vQzqp}yy^%;iTBCBu+t}s%YF5806D|yR9 z_u4h55+vpD{*QZ-COje_S^^hUE)r`)C7EHnYoL0cxe!K;TDuqn^JGtX)m(b=rp_sR zU7=K2}jlNNQdkV(B~a}76-8l#3wWpJP^5~`u7b1PKt402o72{QI;-g zT`cq}xZim9Z4xaFq(-m3N9VM~v91*4r60|feDr?S9~XIG@3(Tx?Qxn68q~SLcj{wh zi`M)>S`&c%Q^}X!v14)yo`VUW&FH62`;guRszk?9le`teHQf&jDu-xC6ZA{ZaFG9; z0abkHuAmh$n`D?O{dvL85f!ak95bk84_8nNSc%lr1#x;%CNwKJx za1uZxFpYA}*r|a(^GsLuS`d#XJ^;@J&+Fp$*rbl1nry<8UyemgA<+S(36i_PKr?SU z3s^BZ$tHGrzje0v$8A=x0CyzJwv_kqN7kZh4*{-%?%g+sDkY;aZbct_uC=RzpvJ8r zM91~ib5<8!QyAHWL*jJwxxGBG_dC|p0Q_rw?XYc2D#wvd^8vm=SxUXe!ucDZXCE@=2`?7=Pod zSIO1{>=uG&k9MUvUFMvsxFoxqYNV?hZYNDEAF*i@Wo7iUz;|2-QEpg_Is!-fQ?0q= zz~n%Sc5Y8+&PAVbj`=4n&vAX@e|wwUJ?&b9PNt?(!g=kXq)C~z}w2907t+@1O zKm(svxtL4vsdy|07VlkXe&_r4V4RtmF=W5YJl0BQA{jEk#i5Bvdem+Lnb3mDg<7Is zPoR;SHt&VdLpW8$Hmz(cPk9RGWAV?l1^-_-pd$V_0%{d+C;m(k8>+wYEPoF?ZZB~nQUj)qpAwsI9t56f6f zQrFeC{iHm7XfAo|PgXni6qrxUc`CD3wc>%A9|z&9BOS~qFFi8VQ>qI88d+vUP$gQt zY5K|Tw;nO%SI)6^(^-)`Zm00ivLBY|7i>t95QYs5>8iWyjHFoj$J3V&L1$9+!U-&v z5k9x}l}CYqr2Z7VsBBH+$IXJ?BHr6IW^y*-4KI{|5fleG( z1)uQ!n!Pyi-bC+d@-pJL!8m`VZ8*c8i%G!!9FXfa?=(9e-Ho7p%bdY$rC)_ai|>WM zpeV6s1O`!$+vNudPuG#{ZCHcr=BAF#dEO`k+aa5NkmITM4&T$#-X_0bBlO9sw-Kc` zlW$WH;x5ZCcf{`{$tj-t<1P(nX=v!xWTV?=JA|(Mj#=fzJSzwJ9#5C6DLE35S2f`GNQaEXfLfj_s0 zIxwF|5O<1P@m+YaKtQ~Q{M>TTBiW+u!DPK@_?tiBHO*;W+R4^;r27f}=YRk+yj!yV z_^5N7=5tpnNg!zORL{O+znYI7CPj=a>k*5wbSK94E^|JOWX1qoG|^*X5Qgr==*A+S zBORKVR2DI6>w2A^xw^+~A3JAwZXMsKPFkKX#gs&;F3@FHku!_Is2{!)4YGB89y~s= zC3rIDSAMh+d^X1a;KDy_JGuO=<>N);LA9`M3Rv$RO5J|jXZ4@`sK!eq?a#`n`<^TL z>$k$iYsx#OSoQr7`|-5_tvy&5v^&?hpnfBg`fTPW)9=_W7;+14Oy@6n}JDQEaWf453Qe3R?7@L!f4>%}wO- z?THVl4)c)8cL@m}hZf<9V7jCpx$BA!yT&0<9iI%(NI z`@?`*ABdS+I(%B5B>WO5+W@q4ya|BE_#1?#B?==+&!{E$)E(R5id@r4@b$B@|!y~hOz*l36ZU0VN{O&SxfM|~( zntvo7y_&M~RiNWy;dk5lPI0Zk1NUQMS2=Wiv)5;DUdD!K{y7C3>mLE8eD4sY{`WS}6ItyUw-}&C;1Do2{-I+}-{rk~@f1gSfUl<bJs(o8mYn!taOW(c;u30d6ah_uAXGVfCPV+O85HYgnsWTBIYHvXGA zp(8#r{BExgehORhosp#$+qT3+CaJtBBdgzKk`+zQK3U5fi}&##Z7U6kAwwy8MwtB# zt7+yaA>{qSjQR;GwE4PHIgZi z!A)W#l_$a3n%ZN+v)0}AVY`Y8ia|C>ZROm|O7r;sLho+-T}n65l>WnQ(R!>V?+y7~ zJO{#|eA&gXelXCc#6T`jCpE43%Cc7=k}Ml?vK=Aenya0CV&9`QsV4Oy#0GkZH@MNp6zr1?GGtP7~oWoX`?(e}lxKB2hs*ntVHOu|{lO zaI{V+P@BY5u#crwX7OTzD|L8fa90(<P`d#Kg2L*b_pNHhA})Bdau0I#PtF;5R>w4XmE(Lbp1 zmoHjS8_j|*%31EuKn%U`le$#xTwd)jnDq+%FN}h7DGXTNRX!>`_U{X{)F>s(zRxE| zg|lQ1;tXwJQcn6RDM^xdm99^Aejxw zx_J%!(cwG7o^JJVE@Fb2U02&3TF7#fPfcAC)!sthF?0}dndal^W7C@VKgfz6%rf$H z%#=CtgAU#&4ybB-zBUBTWFbs^u((u)lRbuzV~s6hxr4Dyr_R&(;Q-j)RGrnd-Wk=C zBGMw3Wv3qC!;!JEM%YZ-mc3fpv?i=Y6R4d#YLNDJD!3TV$$8>>dQD!X&r4p7ha{2Z z?w&gi7Rdw!2PfoUzjw@Sx>8IE_Kvy=@Y26#xd029Ayht z@oIbUIRfAH+ZZ}(3sJ{$1-nQaL$WCbDPpeVEe*V#kR_rsh9@6(jF>SVzoiI5?tq|* zrDYFEI&S{zMQyGwy$$Uz&5)%2Q0Z{Yp56%+Q;h8}0g)kmu^&u%bKu44pwQCdNp{)N z{pT#^gHzFpGG~7wOl)d6LqY#S3sRrFs=acg_=G&F5rgl^RoY~c0Z~2`fyu*J`ae1Z zDvTRqA2r>U!$GPyMUO7vmeOOY6pIV>zg5TjyDZ*hXHus|zSwJe@9U|e=BV+57k_bI23E?R zf&$IQCuNs;C{!cG-#jxFe?@%iK-}!yBzOuV#y^_H;3JQoQQU^Qay z6e_2@Jr-&D<6@tAfUHD|h!POB9^XG&KbGB+H6e~M$?4zD5i!)ifHbRZ7rw^u3(osr z`~T098lJDoPv_(vf~)pR?lL}8l`DRq$AdQW>;fDv&D!o77i8U$&(o8epVv-!gkyJ) zbmcx|XqFP^V>>aCjD2#>>?dVdd?5jsl9-*w9+vG0irD7fu$(|Gm;>Bs$7@t$0W_kl)2pe^Dc$iC64bHrKR?8y)yMh)B{KzHzlvy99%yO@FG$D0;IEz_cLT}X=`S-#sQvUW> z7v1ymdip7a9%5n3x#tFWU{w!i8+nblI%pJ0_ZcQ2IqzXa*I6o~=B@=);Vez%?Gp#W5=|>-zg1n*YGE;)`!-AUA9X?qhWqklljy{(J2+)2ln=xZWDj3bG&6p-Yt* zVzfMn`PcEjm-cIy9UhN-FwnS68}b9KT*8KqIf3YUtf@s+ev;S^g1c<2#Zt`;9EzxU zhh<)9CsJwn2#p_TPSgi8^MR>2QS;Cs6J&XPB2Z_GTn_w@K>#%Hq@jx|6j-Oi#QxVFLJw`1e+CQ<6;j>E_-2C%bcq26pj^r*`X^re}H;9J#_T}Tr&Mr ztV68IT1^{U^cO=ZqC?Kg26G_%t6L7|NkG*-OTYb0UBEv4b??hC-feq+VLoZjtLq_C#CdtcUS;v~qu(gw#(mikBS3T%Mj1Z`5&1aluL%P@(oDK)+FL$&sDt&2Td(=KD8#^ zF<)j1C$k$VNka;;=z66-s4VIitUw_~hikD?HHTlI>$o(3GgkAFb73voycZAqt2cbL z6p%H%7Wb1y^N(!t4xO0#=MU-dofQ>f4WBdv@_373Z@+&|+|f<(plpZ~DlRj~x2mMg zgz2bIcHB=uaQ?&wQofXTyBz8$mgDY&(VB!)!*GcE)c^4gfCD?OB@jfM_9$CROT%%2 z^kG9zyDH*H${5O84Bk0Bi@+wFa6ayv{vXA}(e~gRh(WH&pG{5_Wgvzb;&>w3UN>bq zEl>o7D453i$x5=A_iFUXF3V10*QwXN%S!5HAQA zU8+{ux02yD&n{ON6gdYYo9=M8zAtazHEb5KZBJqeum)WzUcy!I~NE$Sxi}gf2(jM?44a})AkMr)|KD) z_5`Y4%%ip#?{d?)$lcHf7^w&mKp%SF*tk0XQmC@zC0(`adlVGJQ_Dg9oShNcUF7oO zQW|Foj(+`!>&$ugykl9@`-!JC z*#zI-2Mcl*-`W*;W2*OLtQQQYcMq@TNG*v9uR2(>5y)aZj=zDrKP)Dx=WDm z?(UE-Y3c4R=`Ii5+~xay_x^FmU??7BvpH++wfB0SIe(MUBZncXTYfnqGd4?>5k&h$3zN@BWS&-wn?p-V)?Ps+&|5CVeZ zFU@{%z&Q&UhsBX$aHgQ$re;&RJ&Sso&fzZUED4R6FE?~tL{rUQ>W4Y>@8xQ-s`5#u z){ixFJXEHUIZVHwPjRnnOl4M0PPnIMyr0C?={w%G+{xmNyzF@ZUN?O=OTv*j9 z7=Z?GPrGYc^Gl$)F%(2|3ou**#TEAxv2Ize4r%CxU0VE$Ijb+7=?3-gR4QncSMP!T zZSOw|mdAJ7W0Ko-Znwjuv#>rL+vRp$@+8oPDWRx7i4`Ncd3X0l?HT5zOadmy;9^j1 z3oLF_Jp$D0QLh=mPm@fe&}K^DurkcokK0!QQT*O zi!jwkif{Q7nK{Hd!ay?*^lq%3LqOa3(_Axl6O5HZcsS>ng_X0f7*}dWr_zXzJOwzlfAD(mG2h`7(C_~VS+6Bg79MDST$;HpH^sQKa}g5+#fN=nC-E$N2J;@N#sDIiTXKs1C_I%m6 zLDZ)GaQjln^r$nv?4Lqy2O*vXV{b8f^*#{Sq?6%%i;GTc$rtqVSC{1^G?TO z66`0};i~55p_v&h8rgKSI)1xNSnh8tdR|^_M|&Cj(z^FkVy|mlBzPCEmSz$KUBep8 z{{N45c*^FkivO{`FEh!UZ;`z4ylm<|BHuqexNQXB-X3H^K1MnZsKm?Gf^r6s)Wo(aM2ro|Wax89Ww^9#(7-E*J9{hlrA{D@DHQJ&GJg)hPP ztNQMx18Z()KAV-qUcu)^aK2+ih8;bfcE2L^Ct)RC`uMEb!hDKJ!*o z_%KL`hwnMfFI4`Wndu1Lqxuqw`eX?Fs>7*%NlX|YdF}{3A9l}r8z%ibCv#qWOS)>e z_jGMKQ`|r|;qF`fSRP`=2Q;rhnsc9@>&EtG>-spudm2zS(@LV=+d(hP|1^PRlf9>G!1_d&2F>1%p~&pjX5uf`_Lq0s(R)TbE~EKkVyVoYAeY3kt|9# zDoHxKI&TjilHXr{Wy7#@zd@wCJ2>x?x1%k%kSM^x2O&1HL7Sf=Q7v?RT)$r1t3Jw# zdU~e^cG?*3fed9)^wX{0X8lQbCfquU9s}xmS~_=ULyiX|e<0(o$M>KwEOxRC){T~P z_wnnsowWIm;@t#+J|PPdT$SfA#iW;s24+ZkT1VNt>6{s|zGFizwP!)X)+Hy*-)L43 zpQJKe|Bq^Rs_=(=aqJ8mBP1=1nr9zeNduOQo5_K{3nAI~xHSx>iF)v;F zR;d(83sebvVmh-nkJEImJ7cZp0$?&I9=ua(PjzWO?SmT(O^{FEp6T;igxlI5@i#x> z@?I$GRFS@4`)6*ARqO7i9K7IGFKF$jzk8z5(ztU#8WX!}bY8Wv;Btxbi7zUAc00b{ zK#7b<-@L!a{He0_X;y}@n}3UBZ?HsA{+y5Rk$q)Auw=UcG3#GUll(cd#j`IXPy?efgmn471+FTHtD{9mYQygVMB ziC>$Bs*7%*e!sDL@oM*Q5aBK;41JtHd&=@Wg4`&DT(f-eSQGEn3`4@}xq9nu+fQRHpH=3|6B+o>d z?;qu)bmA7_Suc$!=f#G0DuA8;N+gKT%k$=%`GPS(2Cfsx-qhR!8&x`T>Qn`*o^I~0 zBbY&fNNraZ+`E%hpM_&~)%UJMzk0+~j}QSFG4RkfGBrQCxVj&@0L3SZlfUnOa6{9A zr(ZtjVV--tNeNqk3HST+t}_$oVwtSt__nFrw|gJO!i{TcXZ942=!-BPAWpuK^-fGO zY0vFZKLQF>@iPyej=x2r)wnCX&vcntccrnabE)96i*hhIU8CQ7;>YY5OKEyR;|z!! z;u7cKxP=}Yc_K6>fSeeTY|Zxi6iH+yDSXQJL4Wwk=%za%+z4vTO7|M6CLpBL%hJD-Q1o&iIQu9BkcCc;C=o&us#(;j-4_ZCmi#LlENv@#wA8RTiv1qB}NXj;L|M>{dYz12;0dK@{wi z2q{60HJmmM>{L`{Ni=eKflSMi<@YY6H-h`rNj}I9*aM2V7OCtwdcw;=!F1VdUTk9I}M$KE5(kF^gUVyMKq&BGp2c$ zksR)q#wNM@_m6#Y^_K=0&98Hu*kxeev_T>%$x>z68x*~m4z-7XsM<-*>a#PfcA$La zeNDZ5S0MxgM&>i0_;-};LM|trE4N~MJ;WS}o<6NrHC^i?S+j`q<56q9SH=>UVs!#W zhOMQO#!}^oJOXvdhw3@&=Io;;1XRIx|^XH&Me% zjb$hKD}a!#@To7nQG@^SO;^NhW5K01kF6$eV?1M?BK3FDHIsvP8&4E{^FWUt!tZw*^HV?Qlx$BtCw8}klX-(01WL#-kVSuUd0MVgCBNnm)vWW%6@6)_h>ECJneQld5>tI@1&>ZoVm8AZgC8pz~T&aVn4KlQhQUM z_kG*s8FAs|Mwao6z))HdYEQ$%g}9&)=yHwT3qHXk>7Xe*CS(~?dinGD>k(BwNO0gd ziSVWi^!R(xKnT%0^SyAp54uCSa(IawqFCbj-Yo+>g;VhJj1HHw;o}0NuaM)nAxnK0 zBwUIKuhzztv|ext%in012-SP%z1U1YRMf_$LSXZNAmHPI8)vfwDU?ib->+F8)ck+g z5y(i!BsB#AnSzT=fFYkrRz7z%JI8k2SVrH*mu4W!2VLbb(8<0~jS}e5<-bRl^M3Mz z^1Qk9xGNJU*-bF@PU|W1Mpjy=u7RI29uXK++l@?IoA-@9+Tt@H0qonr5@P~3&Zsun z$KU!K4zZA9q9F)@ED2RoG625NZ=d7U%Q+G~fGs!^D}dPoJR~uoLjXcFt=l5lHT|O^ z10yGp+tXBQ4-U_;fj+5~1BVJc>@83Y;MK~}W^jS#h?PP3o$kH!@e+5ny2(vM7Z(Xgda;eB*Yta_^5dJfC z=}=WdMoun^t}#E)x-9S2!J@=aC*hd_NxgGxzCXBWfS>&L#~V^j_A^^rjYf>Be^wYH z4wp@Hat|8AYeblXhIa%6mbg`Q@4W_z!V9As-qmxVu5QeKz8;gWpw4#ZHnn>;?60n=3ZHUh%h|`P*x!~LlVF1Gb0W!;Z8{wleIx1jZtJ+U;ztX1}0EyHWyL* zlG18PppyVY9cBH>uX;oq^kXNj47mhWZQr35pn{%j*lj&EFiwm{dnE(e&qdO|kpuH_ zE#!E~MYbcU!}F5t`EU{~`f(-+@64bQ92KZM{69Nt#cc2);K{D_xr$NYhA+EJC9ULX zE&E>L?dw%8U7Zzs#R4x%U$1%*=Qcd*tCCkJg)@A$g7sOzjpRR*&~1K<1v{r4o%xHv_#s=vTK73UCbz#tQ&z+8gPxj^a1u+5*u6 zBMC}Dce{pY7o$KmQ6kYO0PHQ0f1fvHbD9>06s4Qqq}jHzaierU@hX60Tyw zCc*c~dMIzv$BOuvxu-CF9q}9FSYj0}4keF)EzHoo39fS24grBk6Pz+Yp~@3UqQpcV z&${;8y}2QRrnm+Y0!$!20;8MxJSIp5DPfMSZ|D_3qXb_Hr0|%H2Ce=x-K@@HaUsHP zqY=BQzF@zkKA}TWiWE%7F&yBeBdtM(k~Ac(QGH0Tk63JEH^`DdY|8&5J(fypYOOlN zX+(nRMwc#>I41(0Eq@&RGrpuY{n%hKMN_IBq-tP~6_~SinI+=9a)^l3d+$NheQjq< z#-g1M@W%!`dc$nig$REB$_^=k)dJNn?r^p%FMB7O7<#K>*4167-cBE6|K-gO(6neHezvk?| z%-j9k?Q@H^ec_fL-+H?l_P9avOh$718=fHR<#GJwqwe#0Qc7By;kR#*g10{e*KvIy zxHfm7Y!4a&5#?D4EoA zB@57sW`my)g^`xyzBdD_q36}C7|9#`SQhtv$uIP7#-Ok|noCn1ao?GPO(XXY^Og1k zkamUZyxV=t;LU4El;q+#;ISz5ff^>nIud{}zBU+_SPgS2V$sK`(=W5_x7_4hy_rf| z!XF--nKJrWU4h*RDmJMT)mUc=Hmp| zwIW)FC7DkG7)E1Nm)?mXd>YzU{)?1h@>KFedz;|Xv?E67P&Njzhp^2hpSzU=2Q3QD zspVa{Xn#|0d^nIf{#-WRxqp_H@rKv(9U1Ha6LtjK91mFAU|CJRz#Q}}fOd_BA&Qu6 z#qC~14&sme3Ib3qiHzk6ijjeLWS^S8!kY5`gQ>j!wVZ4qHE&@KoiEoo-0Ys$*oZ>s zDPpZLstl@T7lFpr_ES|$VFQJ=i7jSirx;4Z$e2@; z%5boK#2F6WD?nsuez*Uv^8G5ceqSXg*%wgIJ&-PTGLbXDkikoKe+)oYs25!R%FEFO zIW#dm#J-=>b~Kqf7D0&cH)s`#<_a31a$ev4LLY}uZ|zXTmhx%Y3##0vDl8KR-1;16 zcO>%!XHt+n7$yfamJA@NvwiGVt3AuqeCp z+1X+CvK~E*FSxp0T<{R=Ms`_wy?W<_#my9^RviP6D4HsZ^YYu5hA zrxZ}6P~bO;qq{w^{s4?X;X6BU#)%BLK*dmsT$!}6_5wrzDQY?Z*Zk;!mCpN>Y6(aV z9BkKVK#o%A&gO27YuB2KK_RZkqU=h* zO-t9$aJJF|2^*@OXZe-l6Ds6xhF9I#FP(tQqZ0z08vi=tMG^!}X0@$NQ7~%s9g(0{ zY}U1WFw;+XM)wj3A_Q{F!r^^1to0^Fq8=ffc>FDSHIyhGs$U*7d$ zZBqbCBQ&b3bWYEs#G?}fV!ftEfm#Ji->Bu2*3h#3&gj5(#@Vf#c11~-5*~TUcD+j5 z% z3}A($SSO%_S5|er^aB!!Sy+44zV#l;!*S>pTQ7B-QlmsWmuT*K<97(R&-}z-5%6AYbp}IAonp9|O1Uk} z`vcdWXoIpPnEO}+xX z9OO!D;6X`1Rg_77ugV12u?p7Vz>Mf-s&e;H1`im46dm`>^m_F(DZT(ijI|m@keY(_^JCGSL|W zlOUjQmvoj*Kb{-cAMpqY^=fuOq$8X&{&K+_$lK$@*TCO?Z8d)Ut@MrZ)dA28Xm&j< zuQ`1OrLsQAh14CtdcpP>r|lfyAQPncmo(3(dXca<=LI628J$Wz;*PEie^^}<0c79k8 zaT;Mn8TzBB>Y?nMB&;LlQJ{34Natoj2>u$JFC>Uels%Kcqz+j68rF6=Q?bby=Tev; zODK~(xnQ$UHrA?=D;?n)q`pdB30gh-BdD!NV<^~_VcO_?#x5njI!>F)S91xyu3gRq z*fzX1$PmkJ$i>&@)}#Ahi7Nph#RVU2v$WYO}tlqaFzTB0{M{P)E_PmTR|T-vr=!@ zQi4uWl#DP~Cs29-JY={hqq88q{GiUiK_a*=WoSswKW3ueYww9l z&&&1Y#hmQi}g!f`s)j3))>2r)iI4p)px<5HXFWjWFO zyxiG+KUNQ2vb4+6z&c?NzO*dqIn@W)0TaRZ=j1CzCW}^v2uih!7X!SJbrHQDseQS( zi)6&Y_d;j&a2R_ z@c+Yjg$M%!eomqQT1?m{1m9{M!?XFd^>cVMz(EFVT*&}LZk@tJYHL){7+FHXhTUrJ zIxI<10>w-CWOq0je+l{6>>Ziey`N+l3%e{Z5!vN$6bRo$#It_SDS*l#HDNmJ>S_o~ zh}3)wIj4X+SvYj+GRyxl$8B(Ort!H%Vm%L$NYEasZkV~as5SNW?X&0y{QZp<9Fu9d zx`e}4C3liQiS)pQ3W{f)6N*Sd$${3WaglT7QgR-;AHQEY;HMWa zeXV6eM6)IU$kQb}Qh7eX5XD80;`<{a&BM{w=I?uj5y1G5hHVo7LfvZxph3Gojt#CE z<|L5sXH+hG$APvq-Q)y#Jj@S&1|lWPmP|O%?WW^lXFRhLNkV4ZWl79Lgl_sUfI0S$ z4h=S6ww91dWpf7vY3ZQsA?x2qiei#g zD~Tc7Rv^6xZsI*RMk+e6ZL3vSEEBq)Trlna8im({!ao~Z0h@NEO6sM!3)R3oVzDFD zswEcrRmnoTpFieO68}kG!+b|(lPR&e=t-FLm7w2Z!Uc+#3QX|40O^$SgxvauVmI3D4*!c+($4JiEaa1DLihJVX%>{F6vz9coCTdoB zo!LGzCiv|QjyaR8AkIIVjPS-_6j$a<>302 z+np2%_(y`vY+xt!C#EIq?E{x1R@1dc;PW<<^DePfOyko-MWze81?IEp8`@yC-5cL`WlYC7~$r_ZHGoY zf90f(tV-+J%hko4ec{9DK3HDJ^l$+Qq9=>+2a?Bn*I6I&kYOLnZJrFLvYy%EnjSQE ztV0EH5kT<_1mA^K{N_dYi#M3AXL`!dk!B1kgH?!Gdg9|AAZ$i{Q$vChbMXUMe{B}2 zYtbgs78YS1TT=eBF*WRYf8TxM*`gJ<_#lz?1Y9D2e2v&V(Bhirc=fSY;Fx^@g9M_-}+nDpcMz*dF&E$K{tpyZ?0k5+mepHT-9|;kdMpWT*@P{>i1zUFkZ^&FLxPK&!YI351tIr%vPz_JDE zU3TZzM~RA%odK3^vbv)8mR-gtWBWU@%VxckUWfcc!WdmYkD=0ZRVNRui2B&u%uD+NBT~c8X_(XBxhpMQ`=qHz zKj4;u-&$;mw~tt$8C0V%O0CLTx=Ipa$!vCkt3TQrTl&Wo=2Dz2n4<#=S2P&6 zVo;cPM`ex577N0kE5T{AEQwYYhUdsvFg4hKvjE1xx--kP9d6FF%pRsd_ELc^vt95v z4Hs|MA(qbfCBUXae>@a7T)W~X@xVKo?{Z;G;Gzb=7^w4kZ)Np#iHCZ*e^{JSsWztf zaMMA#{GuOajLww3+yCqQXvP3TWT_EMX~~yi=MK~^24BzSDMyh>DZ&?2Wt(2j6IZKZ z8sGR;s{C-YK9mSk*Dd+$`CvIqbg(0_@P^L1Wigghff&8vrWFsWZm8PZf2jcCP75C1 zS2XhklM3)lxcj$F90@ysEE?MAhdU#0jZTIz-PmeuOfq~*uOr`!wmA*ssRa(z&rI(& z%c>6^MW|Mn`uWg*GR00TOB)+E8Kzv{pIJN;q)v#4;J3)VeOuvoPc17&Lgs%CRgjZ| zNYN}BF6RXCv)?vTUbB-rP*U>WfAtGws{dd*p)|HZ>@VAbs*hA}llV>|`dmEy_NWB< zLSgYpmh7J6+qxs8cdJmgWk|)wfh+*bJ3A-M8plfD%PVd!fgOp6l;mhwlo>Rwn}gJM zRj7Hiol^Q-L((2(pf?+8EH@_`uvU*Lg_pP8?F#lw9)GNbNAhJ!t=KMp zP_xX}bg3OA7By{PV5Xz;PP*EFef?2xwJ@{!tYOVRk zN~R{3Kgt~*jyX|UWSD2hkjM&MUeyUm&W3Cq{)>Zm+EKR00i6Z99i*#>uzAre*GT~- z&I+f8EhA3)xbm$@*LehsCU+d6q^Eb#^*^&$d{vt|%OYJ$-PZt1TG<8QP*l(Cz-?Su zQl_1&3+CE28p^GVJsnC>Oo`>;6u%FpOF6paCO`GFo6bAq-UR$aUUI z7lw|bK$<$NBrtGbML?|AVSTq-o!~vcF&fgqPGvkPshW$^y3?M9da|XO}(x zl&`oVbATEZyQU{1`g3f8_Ulgzu(xcIX$aluJ zE{h!ulRv#9^L#_~ir;>t8OT`>hxe5$7pjah5^{cd}9sox2jw`A(lp@Li$e1lL^OI7(A0YN1 zjlE}3Rwjc@W^DbE!&Md!07FWSIL%Pf(k4jEiq5Lde^Wsgj-mIx z_{^9eLtk05&dzb3SXCF>bBr|vPMLa5LyMgRRI%XkQf`8O! zCV@%-=k*NHZWGM^DDisAu)?vhtSyzUedIdR1t5pO*f3;<{4xB#6Shvv&+Xa#0tY>MP-W2da@{fCq4v`#pLz%_#Vju@; zNA*Ww098sYpq@Y-5Ozv=Y0{5fCWlK}M_~pI_M$*_qMnkT);AVZKvPVs?PWV9fsF25 zVxn-uE~sRJc(Ne@7~m%>1bf7KRe;pF`_@~GG#)J-&Tw=4t;%%27YZ5*O7iokub{ft zGI+QWmY?ggir8o|`NVW;ra+fOhz05p;GJ9sZZ68&09+w=DIFbo{c`t&*HomfMh&+x z&4q@X`Y0~3KKx#Rvv;@zJi0^=YF=zZp}~RyfJHKUNLARpzgF_-!g_U!po*I|89_CdrPdI5b0_1fRAB4pAF8YAGwR5&iua7NX>+g{(V#{vMoUJpoS^|* zcgE2tjK1#D`!1R-`0p&2P$~EJ;w|wy=6dbfbnOu9Wx^4o$LjYo$aIKuT)1 zvfFo4jUg&*Wp%jZs~0fQT^!mV(9ltFf8zZVXM&P`U&|@ejXd zb_l~ZR1HHo@34FWwqPG8BJq})@&4S8dSa!p5*QfF5a?c|XZQRwde|!qaHEifCm{#3 zeD}OgZ=VR5_pgZxwq?f|tDIvkA0~+m2>xv_+vuZggWdR+4tJg@7|PF>!l2+OCD!(7 zen(M3$Wt^w&}gbZ4%MSsPfuB}LxlI54V0Z!@;DpGd@j@^{UU##10V=FB(L%pmjX%4 zy2h-Vn*wY|=vVAVg7Iz}^=0&mWn@NCA%wjPib^`C!Ft_crMt)H)A3fSrz6g#;!CYx zIxU|+O9}qen9U#lpzwsF&8X_dpSdSQ$Ru~+{@%+O_U=O4wR*9yE>7t4g7)f;{ZkEw znnrejWrMj^n&#Xz(W`F(Ns+i;xkfXb?Vp+>g9XC_yil4ikm%ohAi&K)H|SkWB`RMo zb1!viVVVaB(ga-Zc{j|ZqjenD*S|gmv=uSi7F(Bd9#s~|r42;&6|H~rs?63Aaq>`h zVd*<+nk%j{@y=aPOm(hB zCTqMW{+afCLapj`Ry>*BH^+88c?0L_twfl*gdj|mEjpQXHJ(w-5|3JKc zPxYmobEwfv5O>H4`C7_-vgK=|qhBnBCOTz>?n?4>jgtL9A13D8>cW9kpv7VK}YOb@i}Mp(rmg}`{aXaBjup0>ofLVGYi(&G?bWPOxNILc<04Zp&IZm|>FIG4Rxa4m3bw8Z=x=_3t5Yh@BV$ zUWOCvgrDyWaiCIA3VmNLiwts?UKrwRo6S>n!sX1Uo}s#DX8-j z+LNm)XsPq|Uux+Cesz?+_0tE(rJw${@{O#?OC-ekO9GWIAASQA5nyvFFlD4}EOmQ) zX9?ZS;Oc;^?C_deC;m}G=CBEJ>^s>6uREwiR&f+uhW?fj}55GTR;YNB|3 zK(`{*wsHv8f1njLZ7#6B*!2Y2;_00D*7O=4>MuzoJRq+ z|FvLzjOpYG;&uCrS#{s?hWO-y;lDIy8v|}>kjg%F@3(LHJ2ji8n&=I3<0$L&f{{d0 z&LtVR8zm@-|9TtY<=#B-Un~$%7v*Tp(cTb0!`x5p8Bid>8~|}jcnOW$#mojAvq$s5 zE16dNIpb+-%D*0RQ9vuJ)k&93rwl*So zAr-)0vT7!~PdfGhUq*MQ z4t1?zzS7+D=G*|MDy5~YyzN%$XT-p%pviiFd!=&y*!sSMYUip`tuxvW2!Yd$F)a3s zgi_q}Fg1|RAfP!t$p->&;3%2A+vc#hX3FCgj6D1z{u2-wCel{=KshArMezFh!pFj#)uKn+8q_4UEfSh4Vo;K3#1=ROH^+u-R) zpPd=QT=-S9x?1tl6_x!Ybac2mNoSZ3IV0Ko>ZI(Hp{+{Hp14u5cTm()=2BUEE#OgE z4~RBis&`*MqbUc*!XL;T_i8U`8CPGognm-B^2=QKmPk%c1dH@)@Q2Z8NFhS)X!cDs z7l2S4gDll|>ox?;zFm5U=z!Gu@$dDj)-MN!D)l|u;?~mvn<>?229vOpylz;eA0cDc zL-6i~9}dFKObh?Ier9-k$=Xo=iaCkN0r}OS<*#H9+gggmi9SlyN$h3vD3tD;;T2&Q zs}DO}^e6M>*&o_7{@gMh`1W<@2v!FLY+hIK8MnAG?sGLxVy@vIAp8(Ay{5XZ(aAt% z_}E|rm{;P8B)=`=@|TK-Z69fADoG8$b;`$SX}qW?p%G^2Al7sL{yqao%afMZVdR5%fj*=FP0xA|z-M2j47GKf^oGgR!%pJm~J8ttlFZzGD5M?phUX1%h zh`$I5es<%Km|bo-DcTP?>%Dj}&DTPL!*@vkH**+H@_xQXdKL2HvhSvz(N;cAT7<^( zTLDc&P_O-i+1>YfGCx*jk%#(C>pkEEg7CU2lL;92x}T^l()#x&YHfa(6R1w{kG=_l5HePiUrISuMoQ|aa@<%Umbf2TSwcoeh1I*Bv^O46z!E)?2fP?UVoB|&xLLZ00=lRok#{JxQ3c?0$>Vm^`l2Wu zL_ERYLYwFmC5Bh8G(X(c?&3Id_DP&CaXIjkzV0+TbPtRRnj|=N)L2HNLL>JV=A!O? zbpe(TV>P63w8aJ3R0A%EMM7JjrF^af>4ZZwhNvGb^G_0&v%>X)v;_w;e*Q4=kUS^qvk6sS zZAQdQ5|z_K2GB3LErRyeM<37(E+eO~m#LE&+T-&7M4>F`sv6)~gnmN=b0g#=`$L0r z=%`^azG5G`cC|G|+VM2@nrt6l+@Za4veC#S`d_}(WxaD2yK+qp2m=`D!>8~98)}U# z*xt_u8Y)PM#PjZw_#*kEWFcD79Pk6ld5WH&1RZg1dYq+*##gJ$KkbM}#^8vW8I9Vx zZ?@#Of~%RO9>x94bz6fW!fBG*6B9VtTEF%pFtCY9i6u2fbZ)<08GxY{0E@}Kg=CgBeFJwqG1Z4rbXWIE)}$ zHol$e-`}_@me18fXHE@+Pl*+GtNd}nB|SyB{KLw-U{v9&D1~*TSOavFZx0#xmi%gA zenyO+>o(@4^qBibG}RC+h!6;}+Qy`eQHOtVzwS(9d=twxKDr z4m#JcLRL5a(5EJqIOWk*GpyH#)v*S~$%u_9yA0#GpCJr(w#Ab#VTofJ!J$nWpMs^N zL~_%ec{L;>#@a9Jh2JQmTrph~T>Tty`w=ed*vm3==|W1m(@aiOqCxK82UxEyRYKD?x2hH0Qkvu|oZ(4)_1gcU{2O+?xe6PAu>5U*_r8X< z@am9~%A?6}XhHY@)}eQ=0O(BfXyV75gopE4vkw*iH*?#WxxE6hqzDU)r_`+^5n zY(ARMYnVh$5TB&bC9PlW$ww>5+;pN{rqctVCo@s28%t;8C*U;bZoo+9L6K|4)MoSg~)Pm`HNmp-xUp{8Y*g^-Ycsx;HtmRh(Fh$&oE+fi;jhr zuGy@JD;ulQ@>XX9;X;pyhxZCCQ9VR+U#_T1&r}1iz5hA5x-z;99Qw@8~!m7RnADL0W?^DwhfIGGnzy z;-X8y-6nhd2dvXURc6B`Hyp}e@zB@HO8UO(W>1<`rX_qw?t9J1|DR&PS0Y{oSnjX+HQaLK;k(uElwE?XhHvJv;*syn zhZ;h2T|dfJFW^t*$5iljdqYX?Cj0#s+AhZ*X$_-?Hf73}jcd&9to8ahSEjUGp2D|p ze}siX&Vpq>hr)XxHey)LHfVqM6AN95RINPSwCRy;5}qKcU`o<`(}VA?qB>KSAsANs z?)5DIf$q(Al1CyfMTodMLvDzhHptW9Y=7COcR$B)`>psnDAO_-*VrMXa1!E!3s@O%0AsBJ7{M=W|w=P+mum zivBoI6AaP=sD;?38LgZ&))f9yW2q(uIZ^Frh6PvDO<)ozR_zvWKM2!q|1`IsGkSWO zam}z;S9VUMQ*)SFcJ&qROwHMTFP(MZijCyVUfK6&&UW&A)_iCz_A(_gtw?V)w*ogr z^!q2|uc4d9rRJ&kzgXcqF|8{l{-nkbPju4Q$k>!-&V;HfIL!~JPs#C-~C7H3WLrIisCFcfU9s-4J)o_aJ1vIK^xwpN%=j>#l27* zlg%t|g-x}h0E3ew{Ix}_jz?o%6ih%(oA93{iL}*LkVwmrAbTxkTyLLwb!cqFeR4D_ zX+Mik$NV}Xos)=oBF~L6L9SL&fH~tPbV98p-LT>IGH}c)_QS1F!(R@OlJ2YcKhD?M zZ|RW>lDaHnp9`JqPh1z(spf$f<6>%1o&BdOO#vUf&1m2m-_l(nLIjx0S3^`KWA7Jg z!I#odE6XjdyRT)W+_1~r?=C;75O;K(w)!M)fGpOPSDtU?8Ma;s?lYYXBjRH7u0C* z_S<*!7G`+qG7Tg1Xcef!-^J2S`-H}Sp&s1JyE*4PJdKQ`jmiZ}w2xmt5|M~Z?G`e# zefI0W&2Q729zzhrU8w0kOa|#I4eJ$`pxg4u@4Jr~+_cfS-JN>rhnS%$$ru*X(dpTI z8O}x$Ih?(MC}4}E;$U4)9uI^?C((yD>rZeEqL#7*m*5}BMD4XCTOcuh!7VS)Z_+>Y zCUPix{)mXse3pmwN@P^NYS#=l5gy$ez3N-BISS{hZ&FxEp-5|^6pb@?mpK zqWbdVobQ?!nsRc_4Ab1=FE8uf4^s)Sg{h}%5_(sLbSkI3eNsCx3WN>6<}edC6Qj@c z{dbxPKOL6CHTj=W_>(lmL14gHm#TZ}&iH1ohIfWU{~wypGOUU(+~P=gqjYz7gLH$W zGy(^uTN`RK_)0aat{tMM+l znz%=DZa=L>jLr>1H zcnH$=8Cj-X8A+V9qQU0@p^Vi^gU*-hQw)fh)CiS12<}7dL|9$X-)JQ|(te|P^3R2Q2rUH_e z6huiubtkC|X@S!-X$wBflVGRQvl*rJ78TYsF)k%Id^4}fm13obtn?S_=<=;xz!>1e zN^_~waXQHcgEzjROQ88yeZhcjs70!1l}Czz0g;^nA`9@kTz?WLJvk)3=Ilr%jAhYy zq?JZ$?UZe;v=>sXuqDUjp775V5L&giCKeKR3OQ^ItvkZ8;Tv`TQ`3%b-b}S{PX9x!v5m)5 z)Q#d%P~EP+)5=q?#D7cVWZVCEb!6^uk*?%}p`lN7vK{tPSf^o&#0e5e$*9W`D3k1tu01^rzqnl{KAr8X+^xU))pXVo zShea)_vv+h0_*9#2>%0F{N-|7OJc01Ux9{3rRVro8s=Re-Js-IsI7S}OjYQ01!@7h z{7<1U)x+pBv>KIMK61!mI)TElqlcIYdrel&wX$-0tIU#*F|!X2OsLO+0{46Ec z0(++D$M>U+-xz-BJmUL=b_}xP{4yu^_)&Asl8$Z~)YS&kmhnYueuA|$CMq=sS6VBF zQ{7*f-V&n2&@(BV8s$7jDHh!s2)|3v#VAYMez(OQzOHk?klPxrKv$>Jt6{$A;|gGk zqEKP1DVY89>PO8U3_9y}YC1u(=`;8MrenwV zKHrzOou02hy>I>rd5{x7A)I#P{nLG>dQGai9*adcB0C5_qbqcqB72YdAdK-HoHQz3 zRr0VF6Lt&-E#*e+cc8U+%4jS&-=2!ZUcSHn#b)wtr%CQ8&~~2@_Slx(5e>+Q`A%>t zDuJkt#`KK}yqPV*vFOdhjup}Q9CDk<-(&=D`@f5VoB&$l4NIm}1T$b6;%HLb2>?aD z%=CidPobJ>Ik8XP_A512KD-J1qdJcvg#uH>7;oa1p$H&Bu{&sS4SOJZICyhbZG5fc zy%Tfi)rp(ww|k9*jaS!0_lG-gKmVOKhl?nPPduqP7hR zVz(ni<2?7&$sne%&4^&S$%Mrs=zQ+-AS_m==p zt?RE<{R!0e;R?RW+T@<)So?H8K7^pf5PxE|U-h!MJ~HRaAkfiH9HPK8&|^H3S{!R- zo_o6JDl;>Xf9wjrDsZTGu$qqtE03=;eQH*j#C>g4Y%BY#NPxsA)AzkYdCJzs1OqrB z8kaS#3RUQr-WMWIkK)-F-hW`UXHQ?wd|&@xT!2FiHZxT zWIpx&iiZO=Q0K4`1kD%sE{WGwC?V*!T2-|`2OS!Y0v9+HIjK@O;d>l^82$FQ)ncDL zP-ge5q+R^6@MEhW2n%bdvBD}VmExmx%mVR?l0SCRc2uG9sz|N^E5gq919~fMR|UEl z4_p}KdHa}1vHufFj%&immCdh#VGEt1y@RCXXK4R)WmVQpSyxHx7Pufxddf#*I!yXv zl8k`t;Blp;N5u8W0Gd$NHxAxJ8+SrU0&X3QuChj(G955%17!+%MuZ+ZmWgpo!nXyF zi-GYR1&dgbfW4=&q+w6MO`?}uhPvT6%TMP<#>;kMm>pvtWV*v1Co_0P@5+)!i#aEMy79@(30ANK!8$2(J`Qeb(JKexo!(v~hIf zVur6gp*Coi3aAtbp4TQT`)}l_ppudgH}uHX(6@IzKUPOg!+&e_IGG=iI1Z>})oja( z`$5W9;f60MFaK1G$P;lMZ?B7+v+0gk@*Jhze?{_F#kr?x3KvJ(B6bqCG&c{~u(XSO z@-FjC4kP1DVI~lhNNcenoVlDgVz5W7$oPs+Ak@Uql3BCh0wuRKCQK7KK{TpsnIy=rVu<#zan5$$Q? zN5@wSI-!+L#>xegiTyTlnZW#%A0IGn7c9{{I&r?pT5OW~^mg(I{?^P1Ig@W>)9xKH zcv${;d>C76vHZtsIdZau$H@m}qACAusv;}2GANk}4fDLWEKKE`ztS9`q%!W}vag?1 zM2Uq#Q5tONuQhWdZ@fCI7{P|_rZ ztr=etOHH%)ZR!pDs;UWm%YQjt@@wo4OXMW+9pNE6kN?h zl!4T7vgiaP5R6OT=Cv-d9@Sq7)2;arX%G1W)$z9JA*{5uf4hrrkNl?7sbi7?UH*Sv zrorl;UOI^y1AUzH%vGLd65AYyG_Of{4rhf=yi;u$v$9jowW;44 z#bF*Lcj46sV-IOd!a?;1TrIi*n@#tXF3FfAfmAPkdPIuDZO z3!4wXH6Vor_d?C#ZT_QMg=cJT12dchJV?)FFsP#5)vDg7*Fzb7`}t45I0xD0N(`!t1dN`Yg}WDmepnJ%4o9E0F((*pIsKcW z74DxmXJ!2dv$pb--@1BZ3*D|es_GHTVd%VgMinaK;53GtY1Xusy6|-qX`U%L--#v3 zDA!^_(SH&zha=uMpq=NPDKGq4o6EOdj|8W`&=0}y@-7B~hU@=z(bI{P80ye>hz%Jf z1*{`LUiqUwNlysG>crtiX+&h@HM=VWEETgeb^0&R48)D<#sm5BBO{yauvQ&PnyJEx z#Clqe1xrXUTds%U_Cz!Kv@A@V_(B1gsJAx3z#`qpzW~|Jlnsxa2udle%OdipDDwC=nwh?uNrY-%Hy_ z$3t&{(iS^6Ebv7zBed`;Is|>%;%VRg^T%OvadZOZUD7^HE(-z0fE+zDfeYB=GAA#d zMBku%4zVJxDKP!7W-wxP?7pc`MeTdov^#TlC(6 zYImYjxwS?$NTF{?zKlZxYLrk@8X4WSf*)0!zj+!LZZ?foeSqq!v>VMBCMslOk~T)M z`=(SggXfoh_!D{1FDGYyBRtHTi{;;nNIP+xo#L2y(}ZXZmfw*4x3vT>orJ@~a3XIo ztJQlPS*X&VD(&sJw2t++eYMtZ&VSLaaPzA>tPu(r1=rRwM&3L4pscXC{?U|txdTenUz>cV;e`I=o^)h&^xl*kYLXpSdh~e4ji0%gWzsT3EZ8fKlCC$fwkFrO?yEww0 zTpw8KPZIyrky^d4bj0R#i;nCD=j_^t$E~utXk6dGMt!pF*|qvP<6`uUtLh_(YWT2= zp3SFY%oU^Hu)6W_Clz^)Ehn!qQt-0#SG)*7OkW zb$jkkQs~r2{&Dn@j#hA(=gB0!CAzaBufu9qamq>S=>5o`D++gK)<+TTI&Cew1+4V4 zqjK?)Z&j9LejC5S3teYdU^N{VEVL7h^9+BD+zkI|`ec0r4R0sknss$SFI1M_VS)+0 zVclO@Dj61JJ?8XzZe5shoKefIqH-kfQO9NB_+8z}0Mnn{`#A>{yHm)C7bL-;?Ii{i zdVuA7yF|%|GCHO zf8BC)eX*>Ysd9YDdiWK2PB%SZSfKsp#kq`jNv^DH%=|*VO>K&l8D1B0|Ka25?6LjP*mA-R^rFa*#2Su^yJdi+usU1gKd#EqZVcSnf;So< z6e#T{>?P8X)iGh$YEI0?SknELtZm61pgu$XVMuibAr0%JxN#%QufsWdNuERef%_PtIJ;%?5=*gpiH-&u+~0cZY4Q zq!Bh*JEgikcXzJ0!~=wi=XS(D4Ambo$#s~2MkFxVMgS=@UrjdiZ2GfZ-z_nKQ>89B z=eR*7?(9akwPh&eXH4383I@m3hZGt83~X0&q^CY#&>G#KWuAdv=-_NE6o^NdwqfSL zwgDQXYHNyQC1e*5Y>dfRTV4`&1;x>nVElQqN#kqS!2Q&%S@*l16&N$7zS#y=<_{4< z@D&J0!u6U0?40#u`lm7BG-0;iNdyIBa)UkD!nlGXX#oX1FlJMU`PbRGVfYL_K`G0U zeYU>()T)P3_H;Qn3Lch}Z~v?u2IBTA=v0WEK__P3t0=LoP)NwfaKg(SQ|+AG#&$vn z19C_G(fIq<8ge+!oEtT#q_opAzHc7~3G?!=DWbZ3Fy5W6hLJa;eS2BEyQ**?ef&j) z;geE1{SIuPM8_x=@O26$SVL@W;5)wOi;AhARcZGuugXx^Mg+AQB&ly99P5*rRd|-1 z=&NIy5xO_f2F&*N^yUG6=z}-HRo^}qnzN_m2iRN2�F@D{jt}-M2iI`f$y=zeMsY z*wh&8;rYA(yn8YcEt{pgUl8}D@Q~%T}(BB zu@33e{cjuaGS#u7$PQw4s9AB`i{`-~0Rd~id;@uw#dP|EoBHREMxAE>O$aHZ22!+j zGwyiR@2~zVXPsFHJr8&@tu4F12Ke0^V~0X`t2~|-JPtbf)CiT|Ah)?a6EpOpu^sD$ z)nhI)8HUDl$V^EQ57_&*>}=0~;~i@Yc-;99nja~Itzh^B3@Lh)7he`sG-sX?!t|?e*AO!tKUXa%k=(u%2^M`ae5EGa9Nrs;?lZkA50@PypG=Ba0v-A z>dITSujzTuyu@6LYZoN=IVaY9R90St`J!?PWVH4ZG8RyYr}rwgds6z$b!l9R|Dgrg zGoHm#9~V%+dhj-)E!3@?rom=EFoH)VXkI_MeZlGNN~c2r%Gn~>+eURcqCDze9}i73 zxR^-R_1cA;{R$&D zggzdaGuv?8?<&v4Nn0;!s`m~i)Z*L*P$xSk0A0y03!m2U^Hp6TUpUW6uoaTOwudmY zz_eYb$dTj;HR35t!ORWJGRt>leG4^!0+7|$)NOTD14;RKUid?@77q2>X`QgnSjhG7 zMubHMiUw%KvYu?d#`y01)nnllVYzAi80f!*R%zt|-Nu&=ut7rZ_t$jjmu7A5p0U~Adda8O+@>ki-i(mH0 zYCvT_aC^pG5-N~>ruV4GNAvGgLwm&bqFlLe26`ie+D9a8=bHt)2c|L)!3Wtuo2OO}ZH~D1q*!$0Mx=`Ov%6lPNgYuq^d-Ks;ef@FU`B*) zmUDpv>3p^AtgVn7xNQ>9h-cfiK&V4}Ci3C3EY*$c7ei2Wimq5%0pyTG{GX}(Ypg9j zKAcp2O7ooX38~v#sNW*9yC?mWIj-@OUIdDUpWK2P8nN6XilV__h9{3nRqA`0ru?0x z=%1c~LlE}vpC0%R8CsPDkPvSOfgEYiFurY;F0o?lnwQX0x1_pIDRSWYyKs%PEK9C#PeJA4iK^ZZW2ITY=NfZ`Yt> zUQZuX>RX(dT6H1DAQiw&Z4-D*#m3I6De)*Pe5sl|h(3exdq~+qu%FmxsTm}{RB1kL zBS>H#Spb|-1(V5H-R=h7F$3sdsPE(Uo;MFF7+CQI*lajYPD%dt#E zC)PBK7u8BaKQ?M~C-@FD7v?J0S)7f~Qv9!djq;BNTp8_2IXexD1T2@S7lsQtx7RZw zUw=wfQcFVY!7L!DtvQQ25!3n#gxKS(2I%C#0o5bH5TVhz%0*sH=^{2#TgWdkH%WRK z1gd@e@qtwfpwEi@EvPhAD0kj~U>gHmTb%z6R;V3v7}O0NI;9YLVT2ktjf(w%C}{y( zCmCBnGRE&n@vl4}7qZv&SRj0j1@b;l@a?Hk?yiCb4E43BC(aX%59&I^&E}ni6K&Xc z^W2=Bo7nB6KkRX>p{I+tpjiEg`Is*%WpIWxp*5p&4K;&k^?`L?Acp z{s7u6#&Qh&u=Y7&+mdWi?G^>E3j-6jGb|NK( zst$b?W#Q+1d>uSK*&$G>jy&m9?}KHJ;%;rbFr0N};;?k?RRk>4?iH^3RWmk}_CnL3 zeqH&;ae4P{t6gXH7yy}pmqkaYAq6Zh-OWB4F|>FL+KCOraPwvH>P8;c zX<>D=i6b{G^QHT#Y{GP#aEb*Qnm@BK)OH@wM-r0(B9S-@I`4)b>ze2pcwJrqXkZji zXi!Tu@+7IGwX8lctyI7uX}E}C8ATmz!q=I!R-$H2nCDzWXx=Eb*Cj?m1gwa{6#P63P?PHD{fXdvQE4LjhC!;1A^jv zY&KId`T3wxl*Fbo2X1UWj_m)Z$$ZEwlRsRn(x!71Nl&~aKw?X5+2Xo>LdeHz60j!R zxYMl~KKFtxOT5Cj65Kj_lbG>Yc*CTGxwl*`l|^)gW2|_q65udSb0v+HCBKI900ble zdvi;6mkSQLEU|9UNZeDbX;oN@PIk#CY6mVLfJfHgEU}O#IYZi}Nht@1 z%`0U0_nUD(0paZ1!0PUj13%7pG+#S57Jdi)^F`2)&4E< zlo&82qL7>%=()s&)v3r^RoMX8M7PW+?x@h)1%8A@HDQT~IEk?cC>4w1ubKU>inui7 z*P^81yEx3r6LKEAfZb?E_CSI!CtFT2xT#$=O8nG+Q3_COY$Nth-W2sdQ?a&8iNE>> z`%#QLJVP^h)^eh`nlnj`MsIQda)A)0Qgx%UL}&NRk+k3aP(TTC{XJq(W`t;?R1hEO zK})Ynx!GXUfxDOzHrfvmrc9*p45^8yxQ-v&dgYqq3ZQch2xbw9!w{R&?Y}boD0uBy z^EIG(o+VOeWQD8Spknw!Cvfnk*uB9Id0x0tKi7E3!4z-4Lh%4>Zwlx*E;zO`9%CyB zs_L+2A>}pfn&+0rLs~95IaiugMa7lQjvQ$9e!D6%D^y#;A*1xYlRJW$o;?n0QyDU9 zr8MdtqMGjbI%L#;!N{DfB0FyB-vdOsyi_8phyTcf7w3M|w&TjSv~jEg^-x(dpM+1( zeV?8y?+sl-UZB*Aj@W6;LlcJuaC7Ycyb1PQk%PGa&!PfGhA64xZt_sdwz6M}YyY1< zcwyKHH{HsN&yCmK`QkShDGb8O3TM`FWr?r>pfFKRPmn={@&gn0KS(h<3px>Wt4d-r zKcbps6uM{D8n0Gw@k@24@-M*CoHw1Q*~%!G!naL2W**s{NjEFX`56FKO4N#R3GdH! z89K_%2v`G`Nksai5p{<7K?1{{oKI$_n4DME_^TkXdV zYLP_-3G>c-%8`PZY4b{Lpl8mc?**PcxfGNjCIa2)zcT~iVbP$rIj`2aB|umNCiFBt zt>ge9w^OlHXr)_$Zw(!scd+rS0^=|mL$j%sQirbrtn7)P_AgSe}s za7E%YH!^)gLOl6NMq^9)vB`y0@LOU7u;!tBkh+~3fH1z|OAbk<+eBDcHW~dy77xn% zS~#KkPt7|fDtTWB%uvomU!`Gd&O7?j$^6C-M=U!*9Uag&;by#O0I%2hJ8ZQZnkHjJb?;aA{QKwy00BkBF z}HQguY~Sc$M0gx><5d`kInKw(UcG1p%etooxk{B-ma-JBxVVp#XH(bD6Ot=P^+lmNdOMa9}g#R{C2$?`|eB{d)r3s zNX_(59>Ai;taniX*h>%V*38R=%1AM^?u*@Ki_hk%?JhLDd%~5UY_~p}qpG}I<~(wh zoeBzAw;twxtuvrhqPr=$9d^0`_*wg$G+@Ga+TUS`Oif*5E|z)U)XvgAxr4#NT4=Rk z#+_zN-qxmHqa@3 z_Anb&(6U(-??n#?x2zMrW4>_cBEc9CUT41@nTNRdN_ZMMyf7Zmg_mow$=qTICyf+^ z9*d|OHE>NCT)^eKQhc@I&3wl@LDH>od3a8YV=J4?RCHKsvtkynzkhADOUblb=VY{- zoXXZoz83D;*$ZUNx<2#tYagc0HJb}v^s8GrQSC!UpRU8fSSsbNB6SAQ+nVT$$Azwc zZCh^AK+b%Gjz6r4qJ9p(?}b;d!!o3PT->yAQUD;8*SK`-ZQWS{!P4 zFawcMKc*9Pezk2%^w@RNm#XcHDf$3;Z){jp+mieyDy&?`{Z0Dp*p%-N2;i0a#42Z%gmj~Y>4@=9L|^c z*)as|Uw2bMOS-HkK@$nFWTI7Ar_GKUQ$}&cyb?dyBN-n*YT7 z)aof4o0Bn$Y{pdShZ5&+5{&jac5g5(4?Xwrf1X<8C0CU)Z(!+p&rd!>>@bsvxC78*`DG>7rajCdzr z8;qC+&fp#z1=~WMU;t4Q=^}4DS-=lBT8e~oC~P#sDuxS()BD&*DX26;Nj$+yd!C9M zvD`n3+NSB0m&+#d0mTr~#-og^rL}>Q|~;_+@OFtz5;A zvx}@Ju4sI&Uw%cM9{r;jukt}*%HzF2oMwn$<^OjjE+xm|i8kkcNMie`F4EHao%bgz zd!h}9tQX!TP+cVcaBB!H!9BwpvThgfoG9ngR}WpVBO7lk^BjGWE}pK}g~D1c6RV8$ z=peXLEm=v?BP+A)SeLmMRY1gEA1)iyI44S8KCc+#0ifB$*x5;s{l@7L=;}2Q3kI#EquX->0BV-0e zm->8eJ6c{FoJF;Tzd@$zKHgtC!4z24s$%)IgiOuqZ(gL$(?%R7Z-miEI| zaKNVL5#>hS_H@L|&4=mtaHJKDgGhM4#}xYU72}KX`XRaiC}q z483NNB2wy>+ItI+vmod1i^u)A)kdH)h+AsR?Ls06w(TR*8Brg%y#SkFa0V&+OUjXWJcN+A9$F%~Oek(Ki8ljLYpJO&9vuA5XLp_m74fDHH(%XsixE*bat9F?gz9478G@w4n6G^HYaASP0xsHtZ5=GIAOCU!~ zZ43Sslx6qL-R=eUsOXEE`we#$P=o=Ui===F(uIUec}7oNbAY4#k-wI2Y6;Ar`q0#p zcWPnt^AnE|RSA)$(wz0rce)VJ6D%up@pQ1}PQnOsNR)0@r(Yv9{YcN?1Natk4>GO+ zAl2G9eQl_u(E1G&oqQVn_sE1kp(3a>81gQKCHX)xizuv29^B=MZAk^!#*anbLy9@m zI)o32psuoR3$Z$;pG^I}^Bo@RKP51^rJ~{=nkddS%`Hbprx9avWj^qE6*0|cYAZ+I z_TO>F2rqW`!`_Ro?cELv9KgI>h@cik{gI|Va);#)2j5Ha1yXO&J7i6u^f$Ti5bB!l zmSft_P`hr3=$n1%#YfEPJyPm9Ml15V!Wflc8N(2{!TzEhz9$Cw9$@~G|H&yzN>ySlG|ZDED)Yex zAtWxW9z~Rusw5B8$ktBhd{Kc2sI=%)wsw7*GqDp_4*1F>pP6Zrt*KoSA~>Q-%<@hG z?78AvbEv9ve!G~Bsxh#peaAW7x62opFKNjN3hA_J}85^&}(;q)5mq z#Y=a3kOq3rXj;-gLZ$L^4lViZ? zHTT($ssy9@Ig@O&?7x|R))kM?BeDT=x32c8^g3zJ9@j~M?Y@RkyZ13p#u#FCRXvru zrBeGHANJ^>5UYkE{iX} zM!t(T<0+q>he}(Sc(f6Ftqg`^Lo>q4J`nha*MPZle&cD|`vt&CH}}f*e&5f$ za6Y~E8?L@ak_|lk@(ScgJXa5vPi{$^ngx;*)OM;qzJej$&rhv!z`xb;kCf^};z$r4 zd%it?J@ zMAs?*zh8N_e_L$s7k%&ExSzJ{^LyX3%SMy#2EQ{pIL|sc45RGz^z^J8M7i7d{kOl7 zh^c*;7+cwYr1jHE?Cf37<({Z|6{)jmLPPnjg4?E+Wps5eUR{GGAsThnUF&} zm59#(QKfA7&`&Il*IM7+PC0vCHp3$4pjd#&gZ)cOEx_SKrOBcdTM~=#8?QV=9xutb zb#`1DyIR|msNMdfvfr2p9QN(ZZ835ZLQF-E^iaK^MwHIhPQjwNs=OPEz3n*-R zmD^6T1z&-H##}@^4aH5JzCy&6Bv2%*sa1h-KsNh*l0XSAN@*y z%OBO=$-Q6}x}?msV#~%7NBEJCNg&3_u~JP$C{d#g1CCLyzo@gMj5H-6QKrQf8P-jHDaz7e&MC#j0XppFD_ z=vmy#)065J3K2n57$74DG!CDv$&=6&%vHsr$Je8ci^jm$130pxMl5bl9+TrVn%_|c zuRyg=?|cc$6Sark z8c3_O21?b51pVy#_W!| z(4v{7GUh@q+i$3^JpP!-@({mW1+NzrQ36QrHmNR-pv2cG@|gtpYB#HD4j%J$vtkTo z7M${&(>KG*do^s|Ays!#u{Jf@=^mfe@bZSD8XNtgh(Bqe3W`U8mE5xBDNJEf-)t>^ zs*XmhxAMPf9b`lKY*!5IPbXF*MKVYo?+il`2n4ZGQd`r+w63e8r_xv}?|{Z#0IV8> zNELj)(IaU!Oo^(d%f7e!_Q#rJz5F%zc)l2TbH6ws+MmAh{6)P4_ioi0W8-nY$%vzi z$th%PeAo}2&%%n4u>FeB=gdME`UjGO$&2`OKYOiyP*~fz-VOG%3{TW6p51r4pxAWy1S!uoxsr^l5m?w={)iN2eI8ieNhf0!UOUcEii zZ=ud${5|b1&rjdDno$mgTZxs(T+D8?6YmQ++A9pj|M-z{sXbms62FBaln=E!!s6Vj zbfdUYb#+f;xF;Tm;@=7#GWw>A`7K!F`N2EB02 zBvvWYFnWp4{r7@p7cK%-)8Pq!@#f1dl<1@_z?t`5gqi%7eew`7bdL)>?K0IxX074` z=U!SzEMNo;woJ24tAg>Rv7B-^5`AGe+zJ3r^FhsV9*Bi;g9VNPfB;ja@<4)y+7IjK zKU(FYreqg@1ud=@RND|Zu2_#epIo&vi{hGp*K6`w8Vrkw863xsR|W6{?!HYOTveFT z+u6DNl$RZVINkM?rke#q)~`7OjP!3K7uhT7KmN==+R1;Up6uG7fJ9^?@~AK1{q+Ev z5oqiY(6jT{yJ!Tr6w+!u0lvE1@FMP`B4Tv(LD!G%cltvUgOJ*_$s95r48mqAUFn-LXlTUcxrDfse2RVKu zaKmSaHsm>au;9Ca23aJuTsHKa2R6eu%n^H!HY)3W!IX1d=Waf&zJK?`0*+T|Io3BKv zFSyY)G*5&Kg*b?SC*%C&ZNvzmCV5x=_W=#w0@JLBnqS83tBps=o!?I2X69}^a|7i; zy@eGZV&OQ_caDt?8Da4dUG*5Ml<(1|EpQB?vzn(^uC5)az!){eP>m9;?lNB>=nPIe zN#9tl)(%gz&OREiV9f7)5oQb~=u|2H5GAftzt5mM zLec;ED;e898Epv$Fiiaw2)m`^>MNoIK3dIxCN@=mqy6RDY-)|55xeNSC3rx9(FH`7 z1ZfW$Wdjp#V)VQ-bnwtBjOHqj*=^}jWt|al_-+!E7$gJU?yJMzicu)gu?jCSTw;#J zHTx2v50Zc4%`+y0bG(A?F1SGm3|9>8xb#l$o0k8ATziMe^-#39^2BSI{-5_y1?l%| zf~BQp=)Zs87!#4BMIY&XpPGEb3oW0g$X=%0`p)p)9JE!AEH2`|V>KXu+cuqXQ+C}! z%c8wTzqtZ^jsEAePpQZQJ2Vqvbm7rnFXMYPHyUvou(3x0_ZycU_awORNHS93SOWF~ zkbyN5jOkfivOg(0S}ODo}e|)leE{HvT-KU_MkAl%W0xL>0|g| z?Qsp>9lUnj9QE3FJyzUPR`agmB=$kUssWUYaI>&j2@GEuS<&cpmyQ7(H-^_4 z!EcemPdoKrEM01s3Apdu>-GlH(2uA;$EOxaMB%(@EJ=8HD+*Zl zD|D53<{FhNNW}Vvcm&4uJ^W?+3{iH~k5lwc-0@Cm6mAt(_OUJ*7wf*ZY`YNQ^pzd$ z)fl82hyt)Aw?n6iBl58xtEj+&P5oxaHD{|*!^LS@6dAWvg|w`@-zEu#aokgt;iFYm zg4jOWhd3SE#=c12mR0A_hEbZsH-_Rsu?-C~Q-RX_`KzCvK9(Uvf?jjAy*?Wb_KdDt zdkQ`Bmyye48QQbpQdwzw(N;NC9fwvEX21{oev@UnD{Y45a0>GF@`J%kyp^)3#t9}h z7r~X_zUWfTZx8G|vN~;d2kxI0Zga0aBoM>qp|#9A0y}DZ4mg)CSgjH)-+N;&>Z0~N*Ei{a_kRJT}a{f9d zw#ACa_x)HOOMZdp0p>}~lAeFEatsL1NEJ*@O@?{3b;Gx8?c{x&ZO`4%$6f!%Bi$A` zzcipsls2vB@9PZ>6c~@e#inh}v&SXZt>bpgF0xu|tD(8HWV%gK{`62)$r`Y7__ab1 zID^)Q&HJ}U!rZ9Dd65bHaE4Nv7Rtm~r33tbN74!LVsRkdXJamho(q?rZ z-^9x4yYSYwHUZ~7R1hCP35tR~Ze{SqXVUdvM;2=DplWC(YBC0Y*46%LvLUa3MKLt4jGTPU^t^aPN6%ieip%D)fj z1dx;n0huLTq}WesL((xw9uLiE2rcKjLHAgl%KiAXl{f0u?^KbXEUm>#%-1`U6=)G( zR0w)W>^yA%FoRT)T;ug>)GA)(ZHm9Xo&i6PIC}J;^5Z@CxaSS08sD6^FmS{UxNp$dM*MNdOHwFu(C58uP!?A| z1{%fX`P!4fMxm#kBX@9^@$0x-9M9G0yHD9X_Jy>;IbS5&s}JbkkY&|#1R$zL^4fM< zI~`KWEtEM{Z63}p!=Au8RuGB5#d66zc>?>o2^h;#`wX-H%Q9)8IE1nqU}MMoiL?NN%Gi*$u3tKaTkgdNUE5@a+GH5+Z)!V@?K zL)-40|5cudSqHb_GBQ@ZzqBqM$tu^@TS2X@!d~$DVYvqUaj;LK8{Uw$=8%kyWt7*w z4M)cpAz?mWvdlBepdN`sIPg2`aJ7g4qr_KHM5SXdaVD;ftz%?4qjL|-@EHs)xUBs) z+l>#l&l>$u@;-h69heuSc(r@{jumZGU|k+r@`b*w?0(bzr1OrN?fW(jCK%S~eg}Q# zpM*$=HJ9+Zb%m5qDIEPjfZzEhMSWrB9?)RZkL+c0D3da*m}X-&QBDu;`H?2m{fLT* zT((ceLG6{ljXpzRDmlkLvUFQfF>oj_w6y6Xp zH21dUpE~F|C6$gTbM9&gjgA_q>MDKnN@%s0P#GO%hY}~BcA<7{}rQs2Kak!2-t1XNO|#MaLwQp@}F(jusgPNEqhM7{f6ZzsGFx6Gtw zX|g3Fp-PYDtVO|?tkq5a88wgLqBYQ*E2f$7bT?p&gwvMvuZfwOk~oFG<{(=bEFpF!WY@$)Yo3x)e^bZ z;{5kHet>Gl;NN8Wl;~9*$%K?V7?5L5c>)w3RN3B3EyM%}6Ow%{Ehoe_$eA2~I+ z54I{XUYy}4UlTt)BzgiX`B}$1zwe};KYX5UeYBq|5yiSoP%C5@$Zb>{Tmv1 zoLUTCju~IFavtv5Q`t6vVY2g8rIP@f@7vY7&{3A|-Lt9ct|Qnz*N1e9^eR3*m*iW{SQd2T0`>@mU-IfXy&&T_fm{t?5K4MhBD`U6D` zUy(!j7QTOmPf`-s_;>*%Oob!?-CB8h-~vdog;7)MT3CZ~ME?O*lSC^u@*ei1T**Mx z23lT}l0CZniKO=S^>@FTlR;qSbVh-srt=A)6M5YHzRPCdc--QwHcAGL%m4m5!s5ce za*>srN9GQM>(sCXLq7HH&`0$V5P0EiAEpklQb44a#;AgfxQ;|1nA%jfwTKh=B%~yL=JwIp@%nlJ;IDp*NBBb%=0ew4PIv+Z($c0< z6XUu5kzR9VX5ySlQiKTv;KM`ehz9dwTGVc2eca(vPgtIehemon!kGb+(3~e^u+f##?EvB)0ZM zn(#OXi*X*xQmbaFA&;pOC@cAzdbSY4eCC<>mj|6h?D}hk_kb#Q(=Q>m~KSV zbnI7rAN=G5o--g?SkRQKnvWOlQcGc@kpr&NbL*&iTBEf4ZWT0%b&Dh#sU*Juxq+=eCm63qzJPSuBH+T^?e+!Q5z|R+xImd=3uJYU6D`*l2i|YD!^h+p<1YFpY<ADwG68T z78wL&7$Zy|3WH7AWk{tuH2yf(&ci&$CxFWMi^{063pWNND8TU@b9Lba?r(IB&=`IiC z)&-nB@!L^=v}wNu-26?Mt6|+4;IHV8y}`PiR~ooWsWZP2j&5h^O~z$T{)ApODSZX1 zAoongO2SB8jqN#|=}wZ}3IXqpJjQMg=wg1RMI$UBh*Two>>IZ9z1f|OdY>;bxf*6x zFDB}R&tDpj;7f`w>)!(}r8HJ@{$tYt>$c}xIP1;|10JK}`OlaQ`E|Eu9yB1zNUb&m z8pPR0*M%u^^O_Fn_5qY5&Vyc6r;ZiijnksbMg%KNH6K&sF7+xv@^y`@)w@zV^ntoT z?axj~PV>x$2Vk$)WZGwhqlD;2e@+X$Wxy!Jf6Wv_@OgLbCm^%uN z!m=JoOl4<#yoeE0;eu1!FzwgA^B639r@r@;|aNZm7ruNW)qX@BV=6n%?fj!Q5X*cer z_~>ZufHVbsI*grX-%ARn5}JxY**1MKtj`5*sJvDD|L}BHVNrb#7Y3A&5G15Qk&uuU zq(iz>dMF7=>1G7!{Lv{0NJ)1Oh|=BN-5o;=-{ybuUFgLy&zw1P_KCgryVm-CMTvAP z-KXg?dF+Eb7r7`hxo%jPo>0p;dv*2(rjqtKyaTw;s8 ziI%XRYb5fyXEWfHg@Kfo;(kQbk1wt-Ck_gJuUT-d=jR+Wi5k~9Ce|+o{}?IfItZtj z4)aS=RA;rHY|W*=-*Xit(EQ6a;`yHJRu^o7PkEN&PeO4`SlVC5aK&McgL*^PQPsu)JY z4XmIamzTC9A3bsaatyghC%kqW@ebk3NDy|)I>%=wf*UKm;K#}(=qCnj=6iMb)Po6u zT}B(#=9lse+W!qc(`Ib#_jHkK6ei5#Q2#I}4zI3`ejJKgY`lCsJS*KKf z!yB`0Tw5`z@CICl<1}vh(&;32AX=9$a|YHmOCm&EU0rdn_JUG#-UY-WIi3wk4|?JC z-{NLpMahT-yekte_0+)xBsCf;!TfthHgLj08v1Q2d@d@;>iXae;3-hnrD07IKvCw6 z*W8>7&U{xN5+sy*{|AmHX{SM9&zI+)Kd~;nAqh(TZx(fqxl&)4`sJt4Fo~1oUXdt& zisRWX(_F`lgob?C;*B>Ox&^{gvm~**j$L&qP3&i{LK7?@V-xl-rYc9TF#K9tSWt(r zQu;-tI!R*lGM*8F`Da7Cmx5zAj=M{WX)+)2`+s%T35GA2I;M3t^&47JnPF|({EgqF z+T=|uoKM5jjr$UuEE_OAOUW3gV&NauSNXEvl>2*#B*IiNzpGSnIH}z}2c#>w61Y@z z09S1?n=r$~26%;Vb~{fU$6Xqei3`q8U-MqHa`2R37tOM^&aNxeW?b zYq8&bL|G1eS0u~{;W4(a>S@6xJhxs9B>_nAloj9zaKm@8QN5&kt!uwFKl!9S(Ai)9 zDKgRUCuba#Ng*yO5!_S&5?bga_me$NgzA$>)FcCuTcnG%u2mc|822)k25JzXy?I_Z zs;4fRvv5VjSHpirZZMZ?jTH|HDbf&skeQtozMA`Y>n4viBI>H?p{Pl4!NDm%ewY~KH74r&rs&8mylS z6|Ce!W8D;lqOzOzwldm8Z0n_!r-)v=e;^ zgS<&s#Ul*SYf9uYHfTZnY}Zl+Jmp5_PbAGhQX8~Cw>S&``5kn zf`PYFb+c00cAL57w~GXzF{ny0lh?$^;Cf=p^nUWd*)uxBehpqa-dUeP)GRGBJ>S5+ z_Y4(}W;jKl^%&(=cuF6&Qnl2n)sg%#9~#dt!H^9_nW~$)eDF>6fzIk{7R5}Zc-cwa zrBNphdSFlpM(!9WZU5&&wi)Rrxi^A)P$1aYb!H15eFctuLak}1v*3nD(#;I&NiY{B zBphpw*~=Bf6a?lhmg|z28q-v7S8V+eWl`U_U8yI`33cfFqffS+2dXXqfY(FVLDK}j zm>r-H-_M}>0aCgVesg2Dt{XQN`me>xgT9w2BCst+qV{8Xtv^Ny4*8f;=`5FkP+2W{ z(TP!e!xdH#NA}P>x8&^ zuRQglb5BWFn)ZLV90>F$Gjs6~5Jb1RtC`Tj9>2P-S!F($veg#T!SH5tKl@}E2jH)a zn02@kD4=7Vs9qdL6Bp=}qF0|2g5eFDE04%!8@Ddpz$E{=NxmHxI~unME}o9U7?OzW zFq@qjxk;AGBr$3-2+e4cEAzb(Q?S2-j5ICX+aWeu?~=T4#xkYGxGB0;xH93`t;blc zZEvExi!AGMwDz%|xSx+m!!PSv2S!KL;_?x=h-F+DxvSO=QEb+)-K+~&tgmlG>lz|g z)?Y^rEls_Y8DT(LJq$fCqV)(kv+XVOdMfA6?I8pJ*;8`eM+6JlN1o*n%*Gh8!!lvl ztolnczsh-ec&R{=Yy^F@quo8?6TJ%rB-W5BP;8fv-~%rTM`ClvnDs;WWfR&T?Oo3s zg44B}vyVMFKty;N^xno~{RzYPOx+OVkW``|jbBn4u>hY9DeUw&Pf|25tGDPIg+nbqD~SKW<|wyKSK*$HsH^JWhPly+5L9H z7lGYb_N?4Fo<+0FCm>-<09c>?8%0lMw2_dk^&h(IxQgYF3Mmqb(QFi?0ObRWGkpr1 z)Yhvtdy8@D&%nIj^*;{jkp$WVp2A!)dwuXrBR@u9q|J`MwYGb08fCHJ2Ed7dVAM1+QqPNGD$($MknvPYiS0c0V2z*|H*l8)wesmplheMFY9yReLw zqB3*XVDh{5FABg~DTpiXu}LF8O^pO;TmZtt=xTKv^Qk5FO(6mHGR_NF=31Xylyo=U zbi)M$N$Am`%5eusFaBP5g?MV{JEyG&K?xkG;H_lyQ2b0NU6OQv((*V66QJ0BhHl+A zco5lVk6&7b;y?aLZ!m=eX~@2;n^ZKt5FFaeG3uqi>PN6pEVl!sJH^v9t5|{O&_vZ+ z^7Z1G+D3h(9570|u28J>$k(2*Duq~&rGO*lzJK^c-}0^H2*2Cn*X=m$o9L=VJk>dV zL$9?apo57LNvW@dOBs+%CmY#UY6yeO&Dh`_p1Q11?a#eMV5H-V)_9&u`FVS>XH$_`mJ&J*h3UTFDr-#P>k<`k0xWDILq<$c@6cmGKv=R*CA& zhN1Dyq%Re~k71nU*l0_RN}^;SuSUIme!3*pOQhb^lbj=XmBH(9GH4`J`($mY;yxb~ zcdTSJU41<%wY8nwkqhIcfYTc6LH~JPn6zm55#(=T5COaoEVnOwCf5DYfyob2=RvNu zdDs9kIr$nLi4r9p!Ccs$&IPz5^k6c9R5dCm0j!NU+qn>xQVHw#zioT8Y4D;&5$aca7ojBz~?z`Q?6 zjr_uDG+My*-K{zrcpcLd(nFPdsRub{%tejNS$;zuq&#w`r*Q9hN1o=Yzg zwQB7n?(eolhRBz$r83-Cp9w#}hn!a0Q4#w?h=>M0kC0={o5h$y$?v@=pZjCVD^;q? z)U`$}!^Fgs{OWE1)wimvMWAiZOlpO%7#hQ2MwIW}xJm%b^o(seh328w2DBFtMsV(b zE6f`q4Ery+P2O7Jt za9hSOA%Xh9f1#1477;T4eKqY8t3G^<{l0Pe8;!HVJNa1>Y?=fzq->ltk_{t zvH2#(8wrGar<&l8RmOhu2WzvQYXULIbQY#-7+L=%_J8q{o5beXjvU7nCZF=e6My|C z#_;E`nGLuUj(li6Pw((UgFGw2l`Qyo4wHdU4O7m^c3N&u$UQ3|eofdoaH4|7L-`+} zH`*$CH<@XSw^cLJs+F^3)lZX6?JhaVKklLYLvQUK&zMEOq{Z*qZ%JD8Xan(LKcnNu z6;nIrtnW%;1m3rZj9dc0e8A!mpen&Kj{mkyXFNv$9%jplZ7h{1xa9x`eJ*bU$2)+A zHm;F>n@U4o5dv2i*##wZcNN7)hTrSJWaiw@V<0qr9~t>PXmA3a#~l3KY_a|IJu zmT_8xMi=BqNg~EKgh2w^NIXgEENmI+8x1yNo9`Qtvo*3n&R3dnVz=s}2X67Ujjz7^ zC~GHY#WbCFV1?#oYK_fS=Hf>HZ%xLZLmy6>Rt9$_ z6lffz}wbJh5l4VKq@g;%cw zezH{v=(1*k{0Xs6609n0o=eK|6+-!KAHNKF8^TXB`t{Q6K#gsDGH4=xgwtg$SQ#0t z3?2YXbd$KnrPS3hUT-V+j(+hDQkNE(V{WO-X*oUVA;~d*-($&HV;6w;%k)$j?b5)` z6x`Ru-~K|olsbe1ZPYW^p4K{Q#T-B8pqjGj#e&cZ)l&4lg=?DLPSinsZ^HQP-?R1r zXAt2pAiMK%^h7NnH1D6R?By3>VNxgmh*=vs7M zP;t`%29QH^mLw77c26!H98WW;AJWUH&EZ2yp=SAER^auud=Ck~S+Q{2G zU4j1Z_V(M>o1)e*v-jw);`_{859ejIw36bd1Qt)8WB+}XAUDxU<#Rp~#YrLL8K0kN z_Z;SNIb+d)xH%e(xea^s7qK0U2!UP)LzipHeBLcAEZhw&-QhqVuAoDP_nPMe7vS2W zhD1WHI2O2OoFMb;RbCYkAA)2VCqtJ_4nadeSJJ#b;AbACsbl-6WAHWSv^6!+RbZD} zOf~)eU0)q8{iw09ym_3+^Y!K4t$}dhgvO5 z^4ISq{wuB4=KrI=@&yPgqh}GH?Bh+`02VKPBFX9&TXg&sEW_;8RjG1oc}D?;uDi{G zZ7cJ$^<_;w1?h)^A%&GMiM^cjgvrc8L(gv`2@l}iC%`u<*dcxr5I<#u_~7N`8xi{y z5AqYV1N!T`D0zkpgGm1S7JJiNmM6^@DXfAWR`B9@5HF=;Q`c{T?hWe$fnA#U>&D_ZgIK+CgaSA3)?4q*NiGmKM zx(MHp{H+K7uqxfmIDnDQv){>s&Wq27s-J_W5>CN)qwQdLwzx*{tHk)TQe*mi#U6+; z?612bQAYerc_bh-5*|ph5@&?jyioyIAxT&GDWCVb) z_(e8Kt~ut%R-K5_sL>67U}xLk_kHs{^!{!*5&E|$q1Dvj8I5Rg9QsV{hMlL09&&QO z2-6B`9GrnfhUzC1>Tq2OTT6F&b(o>3H6=T_&ysQNwICR5js_6#sL+1J_#c-s)p#Gm zEii}JwY*h-b1|Gnb7crisbV%Cav1>m>jY$1a0RaI@4|^GkE;ncF}uLxF-4C&QV}5I z>|zp5`8=r4x^#+^V{it>>9f(Zb~(P}qVQaT7{)G?z?Akl_h~fb;ONDhi=Sg;Ja z>1d6umn85U*q~Z+G*#{$s-#zFEM?2g)6C}g$~_P%3>*;}I;o#3)x?ammAkUYWf!}j zDcc%G$PKE>P!cY72|J!gCHl9BjzBQQSmye2f2vj|z12Nc{Q3v-Ynw$5nS&@xtvcy1 zj>{`|)3C3$-&H`}0AJrWAG(m%pDUl$*BD>!9EEL)R5{qx&R<%3CzVWN(s_keR%tA$ z)cFTvzWAmD+}dFvD*qGHTwnZ;NGnBt0{0zA52@i7VAqU@VunM_G9gs3( zTLRWz@_e(HiwNA)TmQ|ahGcR4eK!mC2KB|2cUrcP;gM<67W_l}zL|z(kv(E|;0qwN zTHc~ImujL;G*@yn{p-qEX5r>r))Tw*@t4cY_EQ#s|H&Uq{>enW$P>k$YpeLIL)&coc06i)k$UjkoOdqynP$$FH(qI0Wu~5l%DX?g9Hal2J4ietFqzQRs}R$g!&$ zQR4M&nF~O5Z#%wW+4P%GUdhr!Mg~K? zNX-_VzYAeTX!a%2A3pQnfBERkIUEgE)T=ks200FxO zE1H#iMmB5f(#q;GQ;Y8QZ6Il_{Sqv1iAZv#KP3_?IzQ7lwe{h)b?Z?>y57k|>_7=g zGrUh_pHm5T%d@rolV?MH{$O3&5X6u%{Z$m}HR2@Q_~XZq{r&yyoSf~owsY4&hf;(> zAKVNEPnlXAV{P@3O{{_fCdZ!cHl=ujd!<83xVN^r9`M$+9MR@4!eR_FMsGu{7hJw> zUZxA;>#{v7NpoT5Zv+`pMg=`>dz+IH?wt%}UlC=g@0&HABeLE$g~mUVESBdybT(Q6$-Z2 zlV0Y;1N0tL`+u_((q3CMK;iQ6m&82y3{O}fk;@%ugiM?N|!uK*Q0^4FD_WErFvpNZ_F5pP+hH>xlrXXJLK&1C=YrelhuH`OIoy-I5y$`u*p>@nk!@nA;%FVZc zS=-Ab^$7o-2}OQm$h9pDTxr1KMN`rYvi^2B8IonF<9ci8dCa^=CNM?Y$@v2RTdh&Q8+MBemW z!5LX|c~JiEZoAc##)p|Ry)0&Ykq)Yd|1|r6#o|H{E9%1eUVHgyu8Yp zA>1jk`92-y#b($5@Igo5uoj4a07VRcv<_S2EU0hmNT?B!cz=t8;PrsvGof)}&Oci0 zO9J-ON9J$|+rtOohS#U}ZjN^&%Go|3S@NH&jECYcdt;h2GO{|~NYfQDNkMz`0xcA5BtOPrHfY=*dd?CeNDpX+r`u_a>y$7m)QfR;R zbgU1~G7q0C&+#BigTlLk|F}E)K*&Bb=y>?js`-4qHx*QEaQAIg34VoN@lqHYhc~RA zd0X$+fe4|BbB-PN-1FCJo3B1ne(UKP>k@C7_1^ySPfKp^FSz8&9X)s;4iN(IrbIsN zTZQ`xLsLN?A(Rnr$a{RzPt<^jW>1V=VZ8=0W4p|*B|7<-d?$&yAl(?UupU<(XDYv1 zS@&d=i4_R3bLdnDX5UAn^vZZlp0Zw-ycSACS;e^OGd4hmfrMkc%3YH%_HAYG+{X_A z$Yc!S8o~(4qc;I#i7O^?@AMrdVo^q~s*d-5k^d$5_z{A+s4NKqGs5$zvuY`WO^}P0 zppBc5HEvALS$BN8a7%MBFRzSvy(ul+v*EVXE>c~A^~XX)Y&WO1ss~ng=>SNzcn%qH zP&3L5LepA%E^BuG#+<7HxmQ+*Yzxafdr6W z=P}(eUr$Ko4EjK80tJsWy%>8Kh|x&aO;rsQK5>{yZHNTqrCI}63<~+8gNE|gf`Om5l{uI1(3g%=%5A`^gDhBn~QdS>s4g%MaWXT4uT^@j;Cy)aH^%b<>a+GhgNT6=9J*$ATXca?QI>h1gG`h(3pPM0(+bWU1gSsW9ER|_O z9=8OIm0voRs1XHzU4F0%=yGuw1HTV+EF$WtD;X?*>wKHbyyhNWK|BW4?+;E)ydWV_7 z?OwR~L<%QDzs9IzZ$5>!2;|jQPWq1aY>m>erl=z?jTZ5_R&+;re7c#e zhNfsuJf99Gqs8Q#9Ae<@*C+?%N*e-?Y98*Y6)!;+A&{gx18RPbHT zE%Mvo7#7ZmXGnbm>M@_jzsrSWsV7QwArYpd7LL7HCOZC4aux}=DPysv_{))-*@e^w z<-z2Y|5pW?&$&-#QX-=9p!wK=QQJv@I3rtYwYazjjepf{#*R@TIwT`FQLF7tsM#jH zQYKIcv*1H&w%|+eO_$vEEsq$_!IL7u+;zl61C%ctgeli@z{ZS~p6)~w@iGXB@j*Elmg`GyXW-Mj2ktojIP1`uUYc*pyJ zpr=v>bbjcPxf4!ID%Jc=DcCPnb2*Di`i|sUkXg2_@VP;fi4;|2ta)-5RY9eKi$0eQ zo>D+7L=4H*!t!Yyr6vEe1oNQ~_D*(dUZcF5$-F1ce7M{4*i5k~y?!WbI&8cd;$3hi zcsw~9j$pT`-iq&MYpk`@`STR=;uvyHUd@d#y9ObFM8egTH7=50P|n#U0>@{l;DL& zk!7;a9-;nIF8JfB8XTJouxljRK(s7$OoXRM%a-z*I&iP{_vTH#c78kmy5g?+QZE1F*8xiiFh|C6N=;KN4Nv!4WI6j6K5wQ!Q)W+|ey7}U zP6?VUIe$PwdjtQ&)BDgCH3~{R;O8-t>cuk0ROX21r%@bJRY_qJ?otpNw61keujo}& zGx{QF39<$EhNVHw*+A{--Y;}f@Csq389g=5Q!JqS0gg>BtmJ11(z;9SafC)GeATH~ zEC2XY(%v;~nuEE<<~h1{WQh!~4Nwl(i<}6_Mz!ZI95}B&SSMhO3bV#5gXV=ES$0l< z%q2i0^n+JP9@EzJs@|!}4$uyRtwwGTdu(hBUjKR~eV&`_pGYm{M@O_8lFzrDJ9Y33%~%#& zrLdTa}N8gF!Ra=R{|8Dy7hY`BWNG&a$eb~g)S{$fUe|T54h&b zK8s}F!g2L-xOxqw2Sq8Bs6e4N7e z10$SGV(jzbi|6Ms#o0V5Vkg|Jt=}=z`e$cQ>7h$VVdRUq{Vy{u^e$_ohV+;+W2hiR z8s=d`Tq#}>y%yltH7(3h>k6jf1|DM$O?TbjTZtA&784@0EyMN-k{x5(~>s04J{oP3!i`?@+iVgjf2u$Bt@@e3nzrk#tB ze>V9s=dkd*m>4Ko#E#O7odpG>K+*On^dTd30^OMXJKV^ zTy8@~V(Ftv>f_+%{+9$hr?YET&0u^gGxjDwFYkIxg z?l&uuyT2m+M|Xoq$34ovr%=6GtvBy~w{-5jkZ=rDJV}C^j z8nT_vggtppC|E|?^c$`Itx9=|8bPU|fTIuk9J8!g60dvD8&!W9R${*pjh$D=-gTi` zO(&;TjU}PKm^NmE*ov6j#3D+{WzUaLA4&UHCbJYFT^19$~(og3@D~0O< zbJu*Kw+WWOl#*S0T~kZez+_Ll9)q+K4jK{-te6xH)4^^+3l4ZWiwWumMM|ES`Y6g=zIntRB~jP}zimaI-E zV*jRI=%48o%w!ww_wB=!g&_^mS1T=gMQ5|W`Z|L2{Sfp2UVS1T^QG`dA>@?E zPeqjM{CL~IQdb4}9kY=zy?~s?eC2?8^87^u>^s73^a|N_Ux3Dwbe5*i77|y2itQhg z9cgj%^xBkR5sJrbI=&Tfgsy7cbR_ip!1RQ-apeHVg!{O}N3BXr;3#45@2NfZ--VTj zx{5k-9=M!)63gfq9nSyC%uQEh0D z7g>D-E2vj5+RMuH8WvA@C#CM=a4v%7nK5kuKT-D!WF-%{<%^CE^?r#18gLxn3^Lpg%n*<3T&&2U(`pj194rseS zuT(W0KIIbG_y_{Aozw}7(l+7<;z#N7y#by^vpnCZ7brt> zELvY-R`adW1EH4|*`Hcw4;2XMrT}$*P@wYmSPOcgHSaQI@VQC{;(a3dST%UM$=jL& zG|tS;clI9gEeCI+1=|Id;7S=jmpYzabAOTVq90B~-23zv#rc11UZ1Sp9UdXJ*K|E5+js+T~b+;$=>^CmTphB65^ZXHRoGyp!ehcBhys#4-Dh~U6qodD)!HVwPx-x&+X*8R zC$m4H&rMHS_ScFM9(TXQ*~Ql&_b3Rl*Auy`gc5i#GsnjRb|ptbOG*S|>jKJxFMeza zy)Qf>ZDqT^wkWk^3GbkBTl8R17P;r1uuAarL-t)|@bw?^-sGaiA1It#LR{80oDB-- z=;;+ffh!e8{O#d96G4Dfx8y4@B=R5_wZ_iR-}{I!3ZKSA-%+#mUWffKPEiO-NJz-5 z{y0~=v$OL$GimEbtJ)2ST9q_6H@`kjYSn+(r#x~;H@q25LgLY+(l#*2&Cd_!vKTCP z+EPLqOy~Q1xX=VP`X+6``}Sl<8Jha|l@v2uW{IcniA6f(F1+tQEi;ty13pKDqtO!y z-j$_Q#I?UG;AwVlMOjwl*uvS^IEirBp0E-@@I~Bf-XKOEcHk~9!Vhc14?7OF&Oyk{ z=Id1SoR!&6%bqvxV&94!Vc+Je=-5$viygwgPY{(oEzGay*WGl-%mn+m@I$1)@ zLDyinht@ZD8D57gOAohDWo2btWnnn&<3e0u_FM1c@6^Tl+O94x6LV9(gIi}YgXNvS zpGD?M8iGs{+bGA|%zPfg6lE2q`@9&#O+=5f^eJ9Jv+Y*qX-Oe;NG`-9KArWrRshzW z1QeH5OQdrcofDUr*J8UC8zM0vsr`q*LjZdILvpU8SMd|ScJ~`JSGU&CTLuy4gQeE# zOD{pL2h^8+`Ih$hPXV_%J$43W*T{>_7j7RK?#w`>NgYn^%eP=cykc}@aCaXF;%4rT zYaiOGupSJ}!-u4L-~Tr~g!A!erD#ipWP~0BbRk&t6CYAj+8t)KT=4<3=k)p5!27NGks7xxpN>gX?o51eS;T?(Q4BcAN2&u$nib*iKsyTdSV`gpPF!0cO$B z_kcX68FYA*{kW!udL1V1RWh&=yYEpNt{;g5I4~_}sS5<)T6}6Ho9POe>`JSI26)|NE3%v;7c4X}?}S74jje!i z7cYYdL8t?R%Jhf}I`C%-vh2LU@U`j6Jnrt_(q_txinq2OY6S+|a4@94b-K*GCB|56 zypMKwzI-r;IcFbmp)z?jLPKK4#b8eGCD7XmtvC=l9l!Gd&;QZuHAT0P`~9%Q2bUd! zi=nxm3sV6^KyaQ&mkE3W1A=L~le51EH->S*?P<(V-1{b>U0|5uV!iNr`seE@hBTUQ zVwwJRh(zh254O9(-@UF4o-C>8Aq3yn6m{{?4|DQNb0EJ3-}=Tv>#sQ&GkGH(=? zC^M7lHsPo6XqmZYhr20|-h>nfmwq!P4an!IC}=!e=KVKrm%~Vc%+2|my87Yau1SXh zvbAQ{yPUg)217BPBYVnw%}-3kA8PJ4=zq)9iF1NQr20VQIM?YYd_PBYrSXrONrN>AN~Zg$c#>!f?bhO-F8cUHBzRBL{mTwi z>J+r^iZrh&U(Z#wQiRemsPN4{a3w!LFA)Ozv1^S-ogx!oPWuP=YzMLSS=(9LScci? zbjC*~t@~;*Lc(e#%tG-QM=@({Qba_Q@Xa2mnDOF2>#e+y9PyUDFAqxo?+hia9DX4 zGX%LedYhCky7hI*&Dc^E0=e-)?bL2|o3cM?Ag6wg$zDB{>tJ&16+&(x`2LDKz*NEi z>JXs_`?~ffYu>VkN9y7!8&7q`6z(kbcLO5e0u39%JK_uz7*3U;p5`3h;^wz=)!T{W{mJea);cu@Sw5!;yL(~=K|mO|?h9(#h= zPxIaG86dhhPt3(Pu}~r@Q|cHuJ9~RY57__7ptrc)Jo=)SJ1s#cm(@>cGQ(^vBkS_F z{Z`k+}%U(j7-1DGxgEtvCZXNFp+AB*Cin;XUE1pv)G&RYPfs0%EsB!bVTR1UW)1`ov~rChxB?WpK2@i?f$DHPVL-r zy+sAPAZejk$ZTlv%3{c^Ky)*jvTK0%B8l?rq0PxDA@~eMNg~~bJX)%m-r}Jbx#fK) za-R=CW*us%{A5P%t3>un9`nh};p#U5O9~md1{g(qzxz#go=J*aH?ueFdXI@~TQAA$ z^DuMOLr{rgY$upw%UEMWBPyD17ZiR`8}U4#)TS{IkeagllDxhfKP(m^_!{P(h2XVj z<9-)V17UEODVYB^Tug7^`rAW6Ua;~K1s;@*Ip^YGqhW{7G3qyD6OHw%XD+-rp)BaK z@Sj-+HGj-tlWc8^Ay92b4d zeKvubj+y#TuugM23R7CDy$#-PS_yhtjo$jl4&1RWBOgQVQTeSal630qUmWVuktgWA zUb0Q<6WFb%ZlKU_)>tqve z&pk6fTb9bM!`L$D*)Wq-cXOxjBCM^w4K}8eNPhf#lZ*U*MHkLA(;MOVT7iJxdZUkp zn2l#1xrYnh2A`H_&)U6lCl(D`oLyk-rk{`^_f@nGL_GoSieEsiP?Fq?6e?KoV;_LF(q%l6q7@yUz> z?Tg_ASC#R+dvWc7(v8(U+JSeK=a;rDXEE46(U_LlJ zG`F#dNHX+IF=)CQy<}^><6K)?v#n}J9QM8(u6u%^9-d`Qujc9gj`qLqcQg7q8vG%BM&i}f(m!uL@!{4c#?cEx4jhf^y`bJ zXj9Zn){PGtvC(>O>u}gr+gU9Eb|BjmO_Q^cwKy+!{Xn+GjGf*pA+ViTBnMf{R(okG zqfVKrNGUdYcXzk+Rrxt>>M#-xFNsJ(5bU^hB!qN9@v12A-5~FI61_7NTTWUh^x0F6 z9QiLzL4LXLHIJhl;t$i}cXKlP_E2ZsRj+o2iJz!P(*7k3V-OQhUX%p}CwsWk>eWXH zcDQ?Ry)0XCB+NzNG6%PYcUg&z_ae!2PoW!U>9KSb_+aendVglSHX zQA`?dglo=OlkBdV{)vGUrg}JhV+A?qPZ|FgtS4d;%IJ-Pxdw?DqJP^G25V1ry>Oie z+DGH|;p=?QYXrO8-oN;uoGoI*L~M@(UXOLpC@PmnGo5|fPOOhJAWkgI;f8aodyA!d z)+);cK@L5Vf9}1DLX1LzFFIaetZ@C=aP_u7BqMv@oXCCSc3UVqV{MpWFz8b2lGrl@ zF^oiK@$Nh$F$4R)R8!X>E49|W26@f;{;L3qlfbBK5`z$pXKX=?d6ltDvQAn{G-UZg z`VLWdE^%+5zLHR?1GBfCuCly<*L~OO)-A^S(wO<9*8SZu9g+cwqN|5Z*X#c*+vi`p zX^g!jCfmo~)=r&eWu!|?v@C!S2XW9RPCg_4%>GGWO;h2Bf=$npGX(2>JN*tyWWfmK zyw9yB%F>XIC#ItIw;*Cdi7%C*m+mzKu2$}vl0R!M;P0tlj;Q~6KX;_{7gZ!E^k%B3 z1fSWzBwJSe8__>X0Sz}^e3sQjb+0l8Bmg0QiC`gYqRs#>tCQ{21(7xyQ$l|Rw0x-V{d zG{PD(i&F8P!OFs`#L#6xV{tEPKBg?mJ>!bEoxxR)>|wVI@q4YciyC^T$hA9~D=!FN zkF%{BcwA{rw&4knkKM|IW<1IuThxfZQ0)iA6Y6WE)=TTw&h~Z`EG(?MH0YWAwIB7h zAMZe|{nMS$eN30n_{j>bKVtrI=r;)AAyKn9zsTjS4G$f^&lLQuGHb%$@r7=F5FkcL~ile z^oJ%a7vCx)a|+|Ywbsb$_df9-l~Y!!xLuwo+M`^7#wYUffwdzaIb-<;Ki?qdmR6kK zJ4@30qvo>5M9>`>vlO!C3d9OZ^^&bjUWs&X4W@58Sty-#NK>OMher$ldwk)6&nfkK z2tj7LgPtm`$7SubO;BcHZYv1(6_?REBw(hjyw{AzB{uZ@Nx{o>skp2EYNbMU4dxPc zt;CZ5nX!1_#--Fb54%u1R3%lve>r=_3Q!33h}=WXU9u2L8avSMnS$9OwaS^|``^iU z;f=UHRE}Fgyov`Mx|ZPCnHgMW z4YpAxQptAi0fqNHpzK))w~OwpY~Qz;(%d7(?Vzig(K}1$g`_NCcSZ+Y{wCfgQ_N7= z4I^!#?e}G}i(;FG#aX$OpBKZ(2v zCCHLTXN@g92ci3iU7Firs1_Uh|S%oFd;{x8B#o7@)uTke}9!PosMV}h4jOY-LyzM&QIsp7`qmmFC? z8J5JwWv?L=8lj9}5ZEJAnh#{CQ~qk*_!RBF!bc%jd7`Yskw=>Rs|<>Ip*l806ph4n zPDg`RDzvUa)Q%xq# zplLN%#k{n?GlZ8;&yn_*HVik6bw3rROd7i3_Wwf##14*Q4W4cNlf7{Od1 zYqne_U+jm@&o^Ql_nqojakZTxHwcdoT(H0Apc;SHoq`;Fp{hCutMCV+Vtxw7axc3+@mHQiuHbA%QJ*Efx1Lw&*~uk}~6d%TtMh z%s5ecPTBU|T((-nNUTD1Fnqqf`H@#YL=8o>BBsUg|Bs`y42Y`hqVOw<(jX1e-6>s4 zr!+$iUDDklNJvXbcPQO8lys+bN_TgE$L|k6m|?hc;@-2@e%9V*tUi@KVK;BVr2|Gq z>N8|H4j`=e@zl>kVP+w6GeZ-vp zubb3EM4#6wg*A2C7r= zqfOuc^Doo&tqCn&*S7aZJbvdqx7nn3*`AyJq_;7otLDCD;cs@0N$>HCi;IbP?f?7Y zcQyJ%KziFJ^)zk$ynrFaP7iNyLZE;z-Hn!lay8GNFy>;4BNv{HD0HDM7ETwe_fYc~pU?l|_z09IZ0t8u(bVU6D)i8fLcYTrn6E<+l=yIdaHU ze2P-oC6cmrE!A*CJ@S~oZeMvJ?gKZzn_>H=DR28Y+LgupaFR2p91+ zHd{)G)2=&IrrF4SfbYh*V-#Wcy=xKiV9`uQB+G-uuq(3B(=`qM9<(L}tv(K_mr!HG z@$!4c9o#*C?fB8GB+m(Dic!_EpB*=|L48}#%y?3*2J(|_vmNC7M}}{N1Vy&-mh+Z$ z*N1Y49=*o7V^cwihZnwT0z`OAd$d!cBsZq(l*Ami@3Scb|4wZxs+N>Z%T>&XQ#95* zCCV2lx(5Rf>)DFJWe6aDqr!q~=qeb=K$4s(R#0QLX)> zJ%2v2*dq~fhI~|vLzYGlFye2(^(D+H_T%E zOKrIf1#e^k^|iye2;^9?U{~wp z>$V;=T?$q74p8)7!?FuwUimg5o3+BgQ>_>i74hbyH}CVX_AMcg(QlGGdnxdig z4|b}wfqC_epANo2B>pD+nh3020XnMCQn*^vy#I6Dz*nn=f07*iq( zd%BNop%wo%HZ;b8S|py*=116eW3uW#EXF6S{U!tLg}({A-w&NR+60(cl_F;nZ_b7x zT)XJ1sjX?|2N!Pxn(Oy3L!07zHQ@v19^{Dc_cfjfXgKXqqb_RkP}7qikeP7w_6=sL z5Bi$ZtD3UMOxfbRqVm`HhOBWo_eFkAS5~vMN^AHvoqda;L9yM;Fl}*G|2(6+3cM&3 z)aG0l7#TDuW{#sOzgQUg+`#LbACB+)f?~U;4?JIo77Ir4#(8CYZF&BpAdto*jrF>| zO3~O0p4x8|R9Vg6s$Gcmg0q^nn55rtPP#`bZyVd?m)+YkDrok@S1>#1sL zmo!b;EkVM2#Z#sD*WGlpN~#q$BxxF)8pi%2;9aWXnmadz$xq_nz~=Fz%$~Ej1HS$8 z0PDrLru+AuKBU3!ndJ0aicps}zu4;G=QjPE3DF`HRXn$W2C6MPUf0Q^dA(S@srci-fY z;Kx=5S?l8Jk5e%C^wGkUR4VmWBwrEY|uf#&&&B4m1lTL z`w$NS7i*Nw#;qr)>FzoEEJeUks+Hud7`S26gnd%bz5l*^xXpa#`&V{7E-uc`rlr0X z|LPz8_zTcjz;Whxn7SO(R(A73nfd&e>&UwYk1vdjPjF#lS;NZx%vB??j_ioPuVmvF z6|VgDC_+R|9sjsRn$K60l4RYrSQbCtC(HujLKd3ZHWqUJDA^Jjc{RgJSfm#kTkTKd ztULNfcFrF4hJer1{A+A=_N2NaH(ld9iyhzK0PAV$z|0p)j@*T?VPw_P)xz}zhi1q0 z@|<*N%9wpXt5WECLg8zeN$UE`RvW@7NWn%)?)+s@!`v5ljTrW~v-uP(Z|qxSr54`8 z^)kXEt1>j5sp<3>Forgj7e^f8&Ykagpw-%kb2%#Dh;SgF7b~3K*CL>*{wZ)n5J~;O z^|p9{@SPsrUB^}_p)3UrK@(--n zWTZYPc2R;wXtVV#P#*I|*co9J;}Z6FTiV0Kc!7v_p;A-Kw{btwbZP5!l&-#ZJ5jf$3>@jODRtQq$?vOsB7=@%FMenX42%RjjuTNym>+VV z$O6SK{;Nc)Qd64C$}{(D?eKGs^5ww6P0Kd#Me1-|lN-;)OgE{3#4e<5csuvB=+Ffb z+)S0PLl~NiJgHY$SpS|_kyR&F1tXglp~48IN~g2-UGx9cf{{P4rWotImpga3xH^Iq zXb2V@I-#)jT*)5zT)>6sczaO#X+L!$x{Eth|7UDH(_388>Xui!Xnm^wIX+#X$d>k? znqDCFz~dqSGvtTgC-b|nZuF0zrWg&Hh}k6XlApMmk=llqBww%G5#?KV3D=6$w4k{M zMYBiM2eH?Baj((!EsSl#!|D(&I`h<)W?}kr4~&7C!y0HO$_aBcr*xoKudf}aD+Wsx z1PKYvx?6w2IEaDI%VRLHetZ)#F}6C21@`EcoBoU%@7lq5^2<{~#MZI_LQO|x$YT#eSHd|Agm?UJykU*{L~*S)(y{`YhM23aA@pGAEd`-yk))QiTvvZ6aY6)_KL5D|jm*2b$S}gM%JBZ4JWwCOV$UsO>x4E1596J~ z>Lsau!NcHB4AJuYGgo%s{w0$Kw+xeKJ8nC7uDei1kyh#5#Ff=iV^G9oGq0Ob#4%8| zO5;T0=Z5VvNlybcP>DLYpDHEqd3*t&blt1m|E@hr;OsIEE&KS{Y7?*&g3k}<-oUZS z1IS295<8MneL16PkREB-WVS1OegHPIN7R*#sOH8T!|8qsD;2jMOcgWMrSZaob*|D^ z?Sx}E1V3r{yHyGwkCHy*iqxgX^Zmv`Ki=HCFZj>T@qUcbocDZ3?BlM!d+%yy*3UD% zYyy0^$mLlU&l~~X^AkOmH?Y`hkLAZc0urwa^0Qo-S0`gJnYq1BC{DN4?tL~?_bJ#H zl5Q~^Zybcob!L^W(I?11qsCSR)8X>e8CI8E&wMYJ3*Lz(%NH9U1kK!2jcifJ?Kg2N zVOcz|IC&Gya#S7FTqty$*jdUA9_Q~oyl_C-4jPOCOL`td@6B~Wl`O<0ES^jLlkzIN zAsYBP=#L~1S!Dto62f&DYD`w7-(4hV`o()Jap_z(8LB~C9kM5zd)`Z&or5VN60buZe5{{-6(4YRyXM zNjivWoYM%qeF$)0D~x5hpk*Z#NaexHf3Oi%rV(J@0$K8;1!1|W?h}%=R;*((+MPQT zVeeGbiwg!vCq4P!gJz4+yprq!ZtmER_u_SgGFJa7!UmvTsBwXOzcZv*Z7C7#P@Zu8 zG|bmKNwX>~jrY%S@u^A;DYS#bW_(u_vu=spJw^E(#w6lv_(T_X@^?ytcP4g2kH`$K z>Y&bL3TP-y6VnK9g>YcM|CM~_l25&kqVp$W4Hd>PuRt1dX?NK{i|&Ln1p0$9I@=_ z#O-AF57w8(Y5gpA!82S}?XL}b>Z^m$*ex=l@${iBeYD=QR#iXb$5L7&*DV*s+o>X@Qt7|Mw&m1hO zA^(D7?Z-5{E~J)9p^_iv!FTcUCTW3FqnlD_fom8DQAfAJ6Vrl>`6o#B%DJgEQ!k89 zdILWgSK5~yaq1i@;(yI6F?=sy^q!PwG38g2vqS+~Ek5#XqL`0|{4up@l)*O(i%rQ; zDK`_Og;^7tYire-KMiacJTMuZTzraP$_2#=>R52yQ4qu`iiPXM{CsJh&Yg~&y*UNr z65O8z7MGPpMJOePv30?fHQ4#wt-5fq3-*FF+$?gdT4-ft;9LlKj@rC6i`)k(T2s_< zQ`Gxc+csq%1E?wTN>`)Yr`|2d%oF8Re)wRuitsYd*(5NKU3yxpWMP@t*4f!Jr>Rez z#{P4Z-@DA*sE-4L)HabZwdQ-*RxAkFz#gLjF_8+9%_F3@3Y_uXS<>}e`9!s_LQWi6 z844J7oGrh6&;Z*wGKTG5t9)p^1_kL&#hA1XFi6vRH?lll-{+IM3nYG0q&RiB5L)pH zX7zSNmU<&~WIRB$^97lN-s#Jr$PG(bTE?&XQ)qPB>SPZ5;pwsM`I?B&aihHS998w~xl8fkm7?IO_#boq$34hxVdh<7TOGUG z#ue4)$iPp}R6vzU^q=)bd0XnYEQ^r_2DveX)TN^@#<*V{Dbk`Z`So&Sm- zb%{wSINiTPp?0c!^9ddT;OhG1VNdn9A0UU`%>wMQjt1yoLvvkzuEl>1@L79&ys^yg_VC^ce7{a<~R`H z_QvL2rFHBPliNhnIe$j!j^;??9q-DVmi@a(x)7Z$0XCxYJXcyn>gi<50P*2dm#@5# zsJ^wpo3$S-?G|gVa{IlME+LB6cm*W+0{l3hs5gNF!j0ZHN%)FO(S^M`QJypST;|4^|&oZdBQe9_%`uLnjR77~M& zSG6=wkFtc+ff}%r5AQsn1sUa?yV{-I*rKw2w(~vUSGhAf$IS#ybke4J0@6Hwe!(z_}@qyO7FXeNmRC!cCHI>f3m_- zS2vd8|41$*QHZ2aRUemj-OVhBfEm5I;qaQ@Kz@LzX9CL^o%kol8QNyg8cJkqr2p&-r4tCyO(`V9T4&q0f+}8D z=J!gU@%kv&vPLIAc15t<1s@l#fAAvm`M%oqR;gxuA{I=~1=A=JvXDQm0E%8#7R4f;%-f`Hy==y(ljsX|HeQ8v$b320i(Ik40`gp$e@tm%#y!BWO z!sB&4!2idAvbJ1cl0N)><8i;RvV3uD6~ohvf7SLh^Sss-x>ZC(`zh_O-_z*xEf;~k z)N;ed0oo$oZ8hL1ipZNh|7+aCjDnaIy1x*mc@GzP`%qkxXh-)Fd4Ul`RGN%S2TG^LJ>Q(fP zb(IP%kmkMi=ktf$ctXZ}IqV|F%XPuSLxxJNMjU&tpq7Au%{6%4a@l1qv?+C0r&+y> z$TKd9cZSs*3UhNPQL1%#AY}n5tJZW^=eyOThjyGYeALiMDnrupibD0$E@ZT01r{hI zBq(NL!h{4al6k_%Y0F&>^>Xn~?Wq(oObH{L`tDkVR*lXCim*%Q7+Vv-VYFEERO;Au zlDp$bQWNYmSVMcYHyKhBKC6vZszJLii`rcdCCD`CGE8$FU*Zhd%yYU=pz@k@)G{Zs z{KI6djmuzPw)r;JsJp4yyFIPbHz(i&b0R&w-p)8_GU}^p=Cfz|g$AuLf=D*uv*4W8 zjLL36Z1`(~YW}bLb3_NX_n?T~>qljQu5GL>V7vv#JvKfs<=xb(1irj@rUX{T!xZM` zA*0h~M`cb3G;i;RCPSg~?hwvMl^X1qpm2OSi(wOdmFtZF)tF|vJc#-Wbb0BT_y#^j zr4f%L&|&~E1stmA9_`w-3if{V&7XtqZqUNf>A6`DyIs6tt5Q-{si|bVBD%`OeaJ^$ z={Civ{Hv@&N$}?+mp-r5bVjcR(Z_Ok563GCry!?nV{Nh|)-?2~aR%h>8SLXygG%=d zQ5PH?2dc%mPv7YmLCqv_y>@?7FNw1$>aBBzh__6*tZVM3)GWMJL?`&^>URa*Yt+{D zSsM~@?%J99(!1L~AF@s?-~G)F}a<@>G*qAJLw?InrwLo%@8LYCFMJn^n1UU9mIqs8j#^ zsxjOvfLMXKFJ>=*ec9&&XD%?LgKb@woBT!Fn$A2g<OssTwu=VU76lnM?VmTUA90?Em2b{OT@tF|OiN3mN`J`BJUEp8 z9$b$Z_dFNmdsDE}QNeWPPnd4%DqLEFEgvOK zzg*+z2iZtJ_NEm%c`5RHJz8XBa&j`Y;2JeC!k*}jf|YNmGxVp5GUQhyrCml~e%TCQ zZ@}`8lpg8syTgibebrvvp9nW*gI*G=E$Se`)g|BPtlJ` zYYvq6RGxC1G6H{-=O(DZV4EACa$&w}RkiCCs?qZdn!0&Gz5DZnd963I{lRJz*n;$s*-X(cUo@x|ES4Xi2^;}D8e={q{+tS(zf%ITiShQN1YBUd=&3sQ08fI=5CpGJ z!;Bvn5v<~TO{nN4QTPaeoUGpna{^Q@OkYCb<3p30pwzP72iuaM*pFWgzE<-le{(!g zTU6ja)Y=ThdZ=87z)&7RW8Gn(vON zutR(@KyE%-v0Q=Cn9ef^H14<1aF^fsiID@PU&1JdSXL5$4jo0g*XlLS)nI%EY~E9h zr0#ccJB+Ce9>+`#gbTeQj~r;*ey4NH_C&9 zXi-aQknQeIAfd~0+K}KE>h*eMp7kG_Q77G#$65uH3h*tpD?; z>}UF%#bs{nj4voIwNd(2t1xaiJ&&KuQglCrNR5dYtTwE^h%c0Qz}9QrS-oGBILkCE17v(vjLpAZkuuc9G ztKPdMu4m+OG$wdZk6grmSP$kp%GTI9^Jt}lRg7`1luhqjnoNTvr)=ARwg3sPe`e&? z01^!MbLy$~40Xxh*&mCNLnyTm@6n;+Y}l^1hn%~MkepTh29~U4^i>M>8iZh6o4c9> zD}XQtlgyG#OTGxkZJ*2m5+Oy1&P^#HV%lIEFFf(u3;*)+>AJd6gwm%^b(q`JWglO` z0<{xA80=Y|srvsOV+xyUc63y3f?*L{bc`Zx`CSPld=&gLJW$C28ygrP7KHaD#z`~DZa)?kz?DOQak`q$&IHwt4iT6o?zW^=;jhb+%8PipJY zd{*wm^Lqs4%&wXF$v)2YSAv{THGDUPapx|&{Z91|mY=VT;pCaaSme{b$o)*K za^IDDbQ6ms3;aEq=iwGlNfBaRKPMHwaa{5;gU$mS7F^K`K@$cyZrN% zsl{8950Z=%GZ#xTld;yo)kt|;Yo4W16fbo(HGkMh z{$Osh82p%^zgXB){2{SS;ze8EN3W(=+Nk9L$MccI&n*W;oV&z5)gR7%YH0RdgKira z&NsPMuv;4u4fce40`JvHv7CqZq-FJPcWiHdGK9Yh{&wT)LY7#6fnVhNpZ5V4E`rE= z^iD>x@XG7)a3Zx6_vO1nj>hP~Kl#>6I;t%5lLr&E+Gzx5L_rAL-NSdmmR3w}p4cs* z;a@tQr;TVx@4c5xr*kL?xx6E+;SCJ0kXN=LOR|qkzPn!|k6lsmydzEtw_em*S>`>$ z%(9WINB+(X>}oWv91aOs8n@LkFHa|0#oUcXw(jPmFHb#;ynbGaX}dogmd<(xeKhyI zHz-Lx{#>?#eHiWcuQcxa%RBPnd*xQm9M{>$f$i^wyzkPW8Mcbw zLVMirJ_4!iMAVg!+P6pC&Y5STxJqR?LtFo4_xPj_(Drh}@m=3h=%9b_1oX@cy@ebk zu6I4EKX*cpKF|ip-3O^DYP{5g_rt5^Vk&y%#upKVn25^A9?68nY#_=rw|lQ{*3Enw z75P!w^KEYld;Z|Y^UDPh0EoV`-Mb&f&^D4_MAgTpMo}GY&9A_JSR9aab4+5YiO6DO;!}D8NaFWOpg+mUq-1KssEy(PC>}ODE@U6dgu)x$^>K z$Gp}#Xm>Hrrre*<|A|dbHjIw04t^hFuK zx?D(8*czIjZUL{g{*LKO4VTOWVU~#Nmra#>%yZ1>%1Iwh&wy~NXMxGGcs^MM4skaV zDItN9T1_~FU@WQKF!__cfy{cJ89_2*lvuWVdcIWeqdQh*NA5j=iqtD6#o=d`!TjPh z!n^-k#-RwSuu>DGE4}A(ei-xmZ-pcjO#<3)UTh&hZIn-SA{j6_L;zJH1M2-= zEis>ZC-TUI*Ec@()_h?eEueD4As8z}EIeEKcUK;3T`CAo%S`LrtZG{cbV40k(}QsxCc#y6jI7Aos|uM6SfV?*x3xN?b=BjwjtJ zDSh!paczAb3B^Li4x~kX4>I~m;_DsCXIh?ncqM~1>A4xbaHsEY!14GWSj>WteQ!-q zgX~)F^_Qj}?~J@sIIy(4WrY)a`qWG$r8{8?+izMLik^({1XsXqF~bYt2akl{!krmFMNe{ndo20?0i8p;IhccKT!>#+1eG zA+v5qI*Sz+lE?KA2pdj|bqA~!=6GCl>r-O3tBa0+wD!vjiR&7nBE9fGG%DA*R&Pl_ zQ)xG?PC@4jJc9WfW^k%OqEg+x4}JG}r1VMR7nI&9DW0oO>4DA3#%Py$#aTqAIt_*IX5$&OZ*6w`^`iRb$S(G>?P7?U=-j~?5FX3KV4~QiO4bT5RBQIG$?{+`E0T0 z>$&db?y~C_cnA1kpv1Aq3br##05*)j-(U@6l+{-@n^6KJFn|W9JAX4#w{MB8E-*n$ zAV<93*u8?>l9^8pO352>xUk|a424?4-0~DTGMZD%2M+ZzsDmd=T zatsfI|1eNnGAw>7IyF>Pn&&ug>KpdDB&*~oMo%pN%g)Jld~I=pzk4a6!Jj7f-gNJl z#&dnk?`C_?7*7g>ot>1R=_R>#8)3L9>6&7<>+H{FO0m2fyg6oBh;e~)at$-z0m?_= zNvIkgL?XgjOQ$R(2ISW5Sz&*;O#51%x;Nw~nZG!hg0y!mQZ^w=h?Rq#lvv4RMdo9H z`MfMSF*U(+O7@OlGPB9Y#sd)p)m*uv4ym9Fg;NcGyK7H1g8eoS!y;_SIP~|}8c1XODo`leH4~j8Y*VkfwyinR zE4dWkF~Yw={*#_oT_!OeD9O*U?8-h=FZYwSDqKOQo4qpOv+>?rB`PCr&w#SNKo!W) z&M9ZGXE42FibuNT<9`8~E1#SV88|B*!m@lX+0>QS1IMEo59_RPYJI#JEsTeDY@O7< zvN&a_o=FR-R?yZ}e`Y^8q1D^;tYCwWeVX+R9E-0ED!5(W-`rH>VGf)UUvuzSFP}~K zKnB`sKFgr=oj{||5_ZIvL%Q9Gli3PJ0j?B76_N9*c}@3F254mKU1g{mP99M5)z#=5 zf~ZATB+8gCISR-@8CfWACXI0+`;(alVHL?y?e^izRO|0@DhL6%IP{fkP%XQqv!Ny8 zd**<50qnsU;xj{JVl=vmnF^We9 zwxFtAJCX>INpmazW)hhrMkdD=SAB(+$#1bM!WP~x35<<0N_$VrdfO#t zwn8Ui?8S7rEo~^*8q$iT(eYV@sY~97HU|jXJ1RD9kFCfaRe8*8z+kDPN(-Z_=vf0#Kc9Td1rbQ z77vu`*bOfM>^xRWr`LB=-aVe&hfury2d4anov)HdV8u>JY&BlvoLQoe+^d;t#T;bS#w=wA zr+=}i67SC%D;B>WM>}XmVIM$Jvr?~huAQYJ#w#pvs(ewo5C@^5^;W$@bqjumyG?YS zQ00tGy#*5>GPlQHk<)1t>1``utTjA#5pdl;ju7D4?ppR3`4EMgdj&Wge z#>z3nyVo;V?G70y2|tq`oQPbWLphujJO7#;6-)01I?^H<)Osg_H?lk%HLw`kbKaZ! z8EQE=8@G6;1M!OG8HD0*BM=F8P^Z+B3pAnYds`6E-pCKz16z=ts0hq{7=9z$NRQy{ zg}UvgzS3;IgUz|jol&@~ZIZ4_Oj=9VO12mC1N*bUPd6DBn`He3^k^Y z2z?FzYAGL|=EBWTpEM#;K9&bGC~UI$*5;j(YOUmL4Hj?tFMrLh_+q!dU>g5F!&=|4 z{KB}*Mp&X_N5jzo%+_GO++ttQwb1X&165GGohXRa%_OLM&7;iP7am6sy7YkL1zRa= zUeS2hnxp&BTz9Juqga>yL`x6dLMms=P*I1!G_Cb6eVIuP^2J+{Z<=ArJ}IY@4qU9% zuYtaziGq|Ac-sh=I5uz|$qD#__=@v(d(Y&-5N5lXX`K0JLu~(XTjNNpYEy^U!BGEF zpijLMS$^`wGFNcvg_M4tCe-*38ZG7w8=$}>x`!DKVF_M8I(?phiH*Na-~EStDdd-R zuUQFS;dJmJa5>wWWoB(y)44F?jH)^y0W$LcT&4eZLc)VLkkaGR6mY{VK^<)gwoitvi+gaX;7XSKER4!^#0p6FE_4b zn#<97SyB`kz?iCN@Oh6iqj3+8&nsr1T{u9gFl{PIE zhJ*%ysEXlr24XbWx)0&f*txTpXqTRqKVPB>zN%U?o+)3a5oq4d& zRV>GFXlh%p?e|?FD#DGQZ6Y>{kmCtmixw6n3}z%PFc5tcMoL=7x+rTE@B)CCIxte8 zl1NJ&HdQJE6@aREs--d2?K=erMIwgEWy5r7;}gCRpLkEXwhQT=U8$Vt1zxutZuO~e zCm`38pm}&9is4^&=ehdAQ3dTewkSzAaeGdX+p!w$_QRsBR?1^@s>7=5vZ&rJJC7P( zM!HcM((%0;;Fi^uokBJ8jD5^hapJ}m=7>6f%8JBfkO_zQZXhJ&jhY6X0EY7E{%y&- zniPoFitLEl8#wdC;Q>MVYV^R@6Q$>-A0r35pBoR%3LAp{9@m9`cZ@=k$$pfoDlK#h>R>CDq zPS|h*FQP0(d*eRoKnXqn`r%ouoVVs{bsPB=gTxnARcLX=2r1<+V;h^dqOx>6v*^C# zF`rWDxaga7+^6ay{mWFoKn#tVJc!E0lxfKAo5S>z)mOKXMvyjtP)3%TOp98m5s?~O z)^%Pz6~TgNnvtrDG5`Jwt06s8TicU2c;yd$r|?ui7TALCI;3^sIG{t2pwEbx*TrvSn&HPuH_G z4)cmP#HXP$F>64^NbVnUUPemTX!k~TQJb?Gd{!<=i)_^rg*!Ef=y}Ihl?2n)-?0^R ztq)ot0gPo>wU(9hFR*;n;d>^X6P6CRn=QRb+oQJ!+64=ky^&?cwd_)`g1QZE_b_pO zYC+D0Oo{OxN~XRy2>uQt)C;AfRH3aiGys;44+ZJR2Qn&K2e0PTt>D>~Vm?Qw0Y@QI6M)^vcb?M0Px%$ZK~HI`xdr-G zNI_iD)@wS_SiM)|DJ?33>`bR=z4Srj#}6_aRB+g?bA8NzNpA(3@J*Im(f+_ak0#8S z^4L9i&0+B$apbQU#DKpi@@QX@mP;4s@OH!_S#n^0O#L>-ZNa1Ol2BY*-mM(>a9e^G zY%$G9F4?We$?HY^BWxr0AoFJkq`YDF@<~<7V&Q46TjkZ01 z(8);du)suZuP468IK7OHD=)jpnyTp@MD-o{&JXox8FgCNj+Pw@1eZ$ZasA;tn-?7P zlTKOOd{ZjN8xTkPi+rAujFdNdxB@0|@yqu?V?&A`7k9{)10V|$V2-7=#7YwE0(Eo8 zappSkgJ!7AoPi{-#h{N!pbvr|Isz+v9x^lA6-i*>0}CWuZD_6Xk#A4sm9Y_BJRT|{ zW(b(Q#U0y0a`m`|ahyA7aaRP1&sGSEFoo6%+qMe_a#OUG=|`0< zjEswp1-fEk@V5h!ravlpcs`@P?rrY$iJ~pO5O)K)vaXaI6-PD2IF2`|!dBGPS9w_W zI+2yyFj-?{!h6QgmoYVyQj%6M0Q=u9+@wpMIc^)@zkOyBbQ+Cg0aGQVp~aL@d_S#m zpX&)3>nR=D)mWwtl^P&I!X@C+&QxLceIMw@R5pDLR{;m*BEoDJ;;P~IojjVu2mBY6 z?bTb2SAD&VtLtznm?9|5vJ-?#c4#@^OkQz8Cu&*aNgI01sW41og9-|WSl8=D-=g{M z!EL{k=g#}oLs&?fU$Ru0ptgiT1HQXlxTY!*Lr#sZDt}C4gUXrUTjATQ0VRn|Pp)TA z6AV*A5fBsK4L>qtcr@7IBAZM0VDzaJ!Z+IY_S+X?X8x$?95%k;VCol16Ad~iMw92* z946l2G{0UC!BL9*6!hFEB>aC=z> zVoN3q6KK?iFSkTWhgxn>oAnLN9y;67(r5|JGUG z9Lbc305>@b0)^#XlRN*h|5~Se@}@}T*}Oj!7X#;P|2?qMTTV>z(){-tON#B1SEzC+ z`*CxPJ%hhrd=L9DQ7M4C2OX0g05qydP!_C0RUnp2BqSu(^@Juv!LAC{qjX4?&NQJo z$6fqxN{f#FDdRT>CQ27t$o%FiM}jZ%dSP5(P(9{O=wZ)99Mkhy{n;Gn&)WmwQw0Xn z|Ni~B9IeTG;G>DX&Lu2v87CHxc=g8fiS>P(nVL@1m1|pE=wyr9gjxD_g=Ag^x-YjI z3Dtx^kNsNNm;isnKa(_t3%a2avwub(8W@R~t{A0-j~odwAQ?O4bv)AylLL_;H?%2X z-HO9!fVK#I_sz-eYOEP)?m!NGEcomQ>geoH`=&KX^raX?8Wmb>n4l|A*HRjg-x?*p zVq%uiccv9+B2kNA?JpbB*^NGwz*}u*{qZA5fWO~;Z+Wb~Q-UJ{7QOrr_)B9PoLmE( zbVcsVk56iQSBMwAakQd`XJ5v<96XpyRlZ>qQ^E)1|mwI_u6l3@@B*@-oUQL1qybcjb;Qm@*b8i-Pm zi1Rz=Fsg<7u!Us%iYrE7yztlJ{lhO9l3o zrM6l?QL(5dze$n}iAF@ckZ?2JW$%fjonKalQ`dDhT^>ZW7Nh@ghHm^cB!z$Q1uQUCfJ){T zX(YW52?by$y|c$h6wV*b@8~1yW*ToCq&f~vDLmXNtdVOUR!Z}!qM^xg5!9XcAK{dj zSj9PG1j|k~Nd#1A31oMCQ9bVHN^L<+vLy5{;bC12wRd2C zmq88U&>Y5LJe+_AYG7-SFb0Js_QtW`@TBo{UokXP&98nd@@s8d+e(;eoB;f_S&O4; zr7^?ouc5!5Q*}5MmTS_fRn;>2tGuQ<_e*dpvZj6>Dr+)4e>D(i)SahK@_tf{UYl|%c3 zpF3sX%>X7X;|Ph@JMj$+1tJK}0`o7IxpVi7nN#=S0-*(mpEIXn?io^Ag>v6Zhg1gP zP~ud+FR3Y?;J?6Ly8LUARTLQx{;9l7Sd2a9s?k7@tov)q53R63S|PMc-*<8#r;nqD zTK40GR9NrJPLU7ugeKYcALn{>UEme@t<|BG2B{S?0w$IcE)qVDwndd zInGi)`sb@Z3g+47uB*c__+PD&QfBOaV}F;Rr8|libr7<9He2(Pp6{L7pBSZydvA{5 zp*;GsVDlHUx?xkM8nO_6gCXlL^+mHvReG(#Oa6aKgO8&i)=hcJB9gjLTAg&Usq0$b zy^X=aBhOyr%I-ZRF!?KA4XRbn->$lv7Kej!-UY-XGp_^k*EYXQ3hU08P4y-zn3e#C zfR=MMJy12S*v&eRB9NcP4dCH}s>9+{`rjZtDYtyfP{Fl0amGrPi5qt92x9z5o?_oL zFv4GEUOo517|=(dsV{Act7fQrqjUOOejO5YL?eDAwfY;R~7W}dvV!o0<%?{i|F@W@v*TT7DfGK zr2(t~u`rD(;zmk+p4*4*1-y#;{egFSC|=tFEB(E~SM2{hw=*L5ZqG+6ry#v?ufTN> z6)4xQ4*#-3v$;=nl_-U6fAMAMnoLN-8P}Fso2b#BOmACSk6?oP^06M&O+III07I&S zSLBVvvWw3knsJEvEMNYO(gmmY%D&{4jFDM%Y@T*jC6QkSpFp!3zw{Q8IROhvdmnJ@ zZYn{MPk$zr7lprK!XB+wYyO4uK~T%I)&2(%r;@Y;;#H~2MTS${5-}Iw8&;?Z_Ij_H zcDuv|tyzIpOc(mdcCjO=au=(*KKoYAXgBsy>!tDXr#(}+AL6`T*utd8KYEa z2dKS8fqV;z_o-BY^+|62aQrBV^}4zdPm?YaS+CNMR# zB}3#q(=xA`MoQP^#LTt)qC|57lS>1m5L3^sdq(IN=*BdeGWHwnQ){=S$A z$)RUt!+3d3@!D4395P7BHd{TI15vkc^O9B7)#*a==j_Tk2K1x)@NGvU4HTd=b=z+S z`OSOrFY4DFSFGF6$*s=BLWECv*jgP1=%W`FHLTvudG z?6-FYl{fs=LDjO*>RZT8^r6N)HTdpOHGq7ra1xQ;NM&EWA4uz9`7-xVET7l0!g=De zC3^Y*OkB+MMC>SkxN@oNf9NhfV1guUw(;PMX_cm6udZGsdw6&FKLD7vJQAkX>RssW zA35NhKFX#$<1sA@iFX~|)HkZmxoQItSby7Z%Zi(~G{u{YCXCg6k+n*;;-tnI)bCic z&o;yJfo2n~reO#4?tOiVcdU%31FJ4or{N|E;R5`ejoaYC;Mi^lWakp0a;88s46xj$ z{LpmV8PpO%fjjzA`4A%xgdgs>Ft2!gRp)8&OyDfPa0+-gxBcy%jOl7dRa3vDhol4c z;VaR{om&tys5(5BP|FR;Zu{^mp$=w zCGypaFO0X4%gMf4wlK)+0nV`uLk|J)b?IKodD$6WHxgB49L036Xik$x+WyDWSw=M<>U2Q=l&72&?w}alEAfPp$E}MU{PgXx z5t={_#FPmQMkR78X1rG*FB<^~%kvra1d@h=MdAH4SF03!LNB)_V}inf4B7YL4v@Ao7~h0-z3y-r!-in86ORs=}U3DZqdq|r2|<-i0k zyEHRjZdp04ai)%{;E1F7NVMH9_>zNo@}1C+6$KpbxzhrI?&-03dYKEu9 zEGm3{Zf7LH{nYGcq&-&fK?JALC_djM z!roqKaV@49^#W$>sySf2vhr@SYw%$Ajmz}?i7T(YxrZe^j8kn=m1nb6b&=dky#NaD zXJ=QE#;s8#LX*}wv5>ONlyTK3e*~D?;G=S4dPM&{C7xaNYcyut`dcMbvHjX$zi<%scfH@{SHscHU!J#ElIX}*+l;Y&O>>3O(@nZ zEAlNO!`=>;dZCV2{a_zJKuo2@2{2uARKgEbGrQWvP?^)%IB1Q_(b1=@RD$cs*9&@6 zY;rOZBk;XrG~vPhID@qDKvPWvHyz%p>1&YE5B_Ft;k)Dnh=*`-CDX3`>)k5_|08Oi zP^MowdnOG==?6lHbQZ*)x4Dz2ry!q=6&GBI1m-GBFBJ}WhR^0MV~Mv-I>HX%NoxwZ zZ$n%kHWS0y%-q}n$l?fm!tNa%ZRKVsuhniPum2lN3T3 z1KH5<4!PvW6hLgE2B9OISodw-oAVvXmSuF8D{>>p{ZT*I5Q5f?nWxUB4gg+?^=l?FsSZW99JS!3(I=)W-*n0`q$OsP2B&GM^JhdL_jxWY^ zXso=`%7@gQoHhQ+znlhaFOaZJXfma=y3&sZ^;LaCborYH-W?p!#?i$LMvl}n>U>+# zt`Q%gGs+vk;COfSVG8aQtG=dVnG~=(#9$khI)1D;@_Y6;g{11N$rVVV=@|GX>@4;+7CZ>oam%W_xPQdP0U?nVOa{G@p2!^2mxb|0P)=9hSjsvd} z>lEU&z>k1w*}LJo@UM#``NvgW0>ctzeP^g7E4z2DT2UQl$$lU>8~;t_T!hN0KQ$Cx z`%dLu(&nXkhXJ<}SCz(!vwa{%9Af!yx)AJ00jdRvnl4RWKxa;j9XA5!WOLb_65T=D15Nh9Q2k zLE^p3D&qaP{Y7j|yf(%qtFh>B@M1X2A73&?<(Ki5+Ovvd2EoiRd|i`+#l97CMyzg3 zFH8BQ8X_EljgJ*~x!d-z6Ag;rej*H({aglC6%l4$-)Ndr{5M`h%=o4*@m|AW_PXGP zkWdut>X;9pbfU6GaRc%p_5AIJUtM4CKN-)f8}K=K23Ouxxqo@F?vIJwbp_+B@k9@U z_8Bl6#9LBcMPh_wXoSmm>B!U=d`~?vMO-UNddTBg@hh#u zB%SIvst?yLdk@}G=iQfIFX$F}J_^=fp})_1=E6xPrkg1yhR#erwzca~tk5(xSotzb z#*>42w4uieDWusFDYE&(W%&5!l}wYzawuEE_WHscj*uN?Fic&6oV=L!Lrz9?q4mZU z)A8=zm0mWZ_XKXxQ6@EOpJ{#y(j*p_^G=x;kAsLpqmp~8owuTbCL zui#a?R4r}JhhMVOf<)hYOgu}v!_k0nY;2Iu1{qBT>~_{DIPzRfAbOn5^^usLX;m(# zlL@NWdZu3MfU&)aX>1sC0*@dSs}H7piwNv19{y3uE)4P71Q(0MBK4;OiDh9AGs}5h zn#$$3xucj#`eb%NU=WPq%c8L3f_uPBJ;nmwt`39KA9@1qROkmB%wV7zg3HNVRq12B zEm%IWBy$gC4nC!K#1-|Z8i!-g{xzj>|7kj#{i4=99fSy_7Cv?@g!7(O(>7nZG+%M0 zU72dN)?F>R+!P(%LJpgs9(j>;Jo+P;U80t+L>$7(?(>Xv#)y)D*&E|!{agg!T?%Cn zGBKIXxh~yr4@^T;U+hemW8<8nd*eS%tC(PHL3xsq+06|6X{7+^CPDG?Fc}>zv7XB{ay5+mI_sY@Nv- z+48bJ2k3od5@!5Xc)}i6kMivjnO-v1r{p(2G-H5tGX%P@Pi~UY!_J^v2@YxXpr!41 z&{4_Eq9~4imG@)yZ3jXCJp6lU#v-#Qd7B~&o7}`ZR0+*i+@2Ybjov>-BX^)8U}aa) z`Bh?!AhCn&WshpQRK2btNy5l)PDP7yK*>u85JHUjhX#;nsmP+lBP0U9(SYwLZ0$iJ z9Dhc94&R(i%aRb&XOseT9Hz}vJ1bR|QkO-_Al=yR*;$q2kixN$FQiC-Sy*_fB0NgY z-fwza82tjPS8IMzgm_l@B*N7a?0nq^ZcIDDhpE(cNLZw|z zSRuHJh^Z%IeJLFO`Mss%x?R`uH8Utx&j zN)d`FDL%6!vcBu5t=3U^E^S+|2Hf44?~5V+n&eeyG8t0`-0}npwjVz&Ivrn0B=8$2 zfH_K5jF;Y~*_Zq2a@7w41k1v#X!GMYAMl%?UjANhJl2@{P`Xg*%H!^(;tap3xSWKY zi`WCiLFTqoNf1z!$Iy!b`7yVLhGuQqQ6KR$ZU+`T01~tM?fA>kl`^Gem!5M=Qg&VY z@H?j~Ao@V%%42^g>oPdK!|Dp642fW_AH}L;;12;TP#MDS^=PlYMiYZ0_gvh8T*Of; zAh)wu#8*;`=UWhmgrz>lyBTV4NfrH|Uo~&;GOQo%#G8JJH2FU@^=?+NwlCcbIV>rw zZ-XG*<22`Xh;7VU_*U|k!3DPco~}*+THd@19mHzpzuPrZ#O&dJ##rj+DYm&_x)41X5izh|SEk_Bs`2gr&7A~;LBhGdi)!m(5V+2B4Jj&M)pm>~ zsLhV1-5;;rnwdYl@+3nz$lQ%qWs+r!bP@bM?YhbVGy(&7yk-#)?tG5UDQ=EgZl)Np zo_#}DqH8r5Y z!r8au97!%A{EMii>P^IX(!%S`m*4wB@`9OF_@pNp%Qca=dR_oIX8heBtV~FXNq~%0H>$N29TfsbrE!Wucg4Uj z0DnDW5nrpzZTZ)CD0m-SSwB){kDJ`QGNA4U_Xkl8vMQWSZJ*3ytz`;SEP(Gl{(Cvw z(o7d{0Ra+a?gT)UDdZG^?Z}{WROmZ&vGBZoqnf@K@_nA|wPw3&XoCcU$I4&y_4T^9 zs*##9E%+8?M`02l2d0`S8rCMeQB6GE4xixBS!nfYfbi*5A6NX&PnPi;90`q=7v%K^ z87l>4z&qxw-1&>LCdSQIMn5VKXNUtlG)5{mp0OdV1vfbUUJcAv=nktXr)^Avz>E5> zUX%6(aPpM(fn6gODbBl8yuYDZ=&gdyR7X&tVhCcvDsz>ZbwX8X|NKrrIB4k>c`-G| zyZH8=y9t*5{b62x$^@)=92G|}7MoftUx$~e=YKi6@m%rcXG%)}Xt)h0104+bC)um}aAHmtg5;2V`Gum>_mL%@BcnW7@x77yU->D4C!cNas0)FdN)sqFi> zUjD#6r6~KtD6Q@jGlK!Tk(zjyH{FbOE&0-50ebd^aB`$J!3|b8(0;@YSo(}oafceS zQ*9XUkR{pDCo0vOd=IdrK4P+4Y$TKBQGaa|-n(Qp%g)*GCC-xt^vP+EVauaB=CEu^ic&Yt<6%`uA z>6$9ML$(K&6LwJ}=xkR+eXsfrHrG2x$`P=2@n84pDqlR&w@#atDAmz2vOe!4ahYXYq_;M1F-%6`Of%7%GSSs*U#z=6Bz7YeT8Drz=Gr7iVx1m}wMMROy%hMw6sX zWn+MCkY%ZYc05r7Yf^PbDE8`RSL!RR^pxE!ZHhvM@@TdyH1#Vq*XujIng1(rzUjK@ z&dq7B$jYenPqUO66#Qx4u1@M${Py9LPYoLp>0=AE^m4(#*x?QPT%}erK-e>~x4<^T zX5{IT|3u>fQhA_{%^PUMLB7$jCIlKMuH4HQ z#52ql%(ksO8}3#zkvJ$YHD$kq@d5y}Vq48^$Okp+$xSNaNPCrk2L_u$)zAJUG!A(p zTfrqQ9T481W00Mk+m0MoxN1JQ?JxG`k}a((GSi#Vdan%?#N;VDpWF2;eBE`h9k8Jp zRM5Or*7(!^eM()I?uii1qf-r-z)%{zwFM`LNI z@Gw+t>;uRnYr=@|G8YL>O#EOo_MBJ>p9ZueQ|^8+^!V5M`iQj~*#b(jtqz1H>#FSWnoHj_?#8ayMG+LKcp@Enr zWEXE{Ac&_O{U><7g+3U3+t8RZp=8fRJ42s(aAxQK3JL?M=pcGg6^j}WYjz{VYisvY>G_-$y{wTbBYfnkAJy~x^i^78A zn@l37&`SHe#N3ZrjAhE8yWr7NHLfVQ&+IFr&fQrN{~nO7DF(GF@I$KbFgb$aRaT;r zkLif;a_1+%!0`ZC{jZ6IBYpWL+0Cx?Jm=K@7;}$OtXJnwNsVM#9?i-R@g}PcAph(O zJY+vjT%Jv9dn7%l^c3^836>Y1i(UYwN91A4@+QV|)h6YRkXqK_K<4B9ar<+u?RyZGBjM2Dm^8HD=??(>0}`Mf zY4GCjp_@acpQv?E{_3oZB`-^fQybdf1?tGRo2N@he$+7=+udr(*4hGj6N}r&R4Q1b zq)gNY%ui+neitqHzjq%;&BW(O?Z3COtXU|k88!**lN;KCyN@}o)Yo3g+iOmA%-|$qJtq zfe2hS)&P@I&x~2wh3(vBrh+3(F;o`v^d9#UJIWx7OMzSbZuk5TUPl@PJq6Ou-2RTL z&?yuq(z1nOh;jM16xs8!xf@+`JM*T!CZe5>JRyI0saMA= zf$Jvd>vHEnVPT8Tz)iGbmbzGC0ykk<73@l#XK;bNq0>&BORIBK zt*vXz#)m*%6=+hH~V@|o-7tDDQ}%0BILmC?ir5u8^shj*vyCvkNXcl`ol#wILg z#S>LW9PAif*j?W9n|I98vT|0|pWzK#ju40jQ<%0-LdtCw0x?I&-z5c`%SuQvqcsf| z=mZt4PGaL|aF~;NAGNQE`MS1ux#wTd<}V*H?QjGqwKseGvN^h1Xa6h#7A?L@B{VfY z$nv*0{dI;B%yo%1wdx0XIx>Zb3US75V4o75(4}=t;x6_vY-Y?#FKicuZmG|ks_VD^ z0jJBm*{=h|ZMkZI<`L$KsT>LVVDE>rmT|DLuR-Co!Q%?*KBo`~xc}Kop8uldDE?@e(T}gw-UPB``#% z8+d3DPOW?HCFn(c&=8C0PPk32JaS3r^-o+x7IC0g-!5Z2d%-(y+4)w-HoV30RBO$U z3j~D=Q-@E$ufV*E*VdtXz#bB4V48R|O1>8jN_lkhU0dClX@Xkn&|Q4n{tw^(0-apa zXFHPY3o$O@J;IG+YwH5S1LTs`c!^ zd$l(t{%Y9#wi6YDZJcn|36;z{R#+;u5m*Ps|3#HG16O0m;PWnKw2jzaEv>#I+Lu^f zK8Mn$D1*pv#%%XDv*t0Q5Xw-t_$C|`3;6!vItsM$dZ4(m#n*97*oW;8@b!r7a{s=> zVxSCTMd%d~i<4Q*o~Wchd%xbRr|Ec&=5adn{c)po-1RZ?@$B)Qnq*Cun0L^K#3OEI z_z|N$p!ChNkZgQPS6996cl5Gv#=F0q`Lq-< zxt@|fo`V;>9dHQ0uJxEanOPe;r}bS!D5>~iQS=+zh^8rYbOV|?eQhF>TKod$#S2Lh zK}B;#k7XL(v1}e!j|gyBBl|!Rfxj^PSxN?EJKWUuk#LA!Z+%?fA0aFSP*jml&nni2 zxCM(L1guMcKzYR^B~sb2@OeO|b0g?-F+@IHaz*vsEGrpFHdjH7Mnp zI{Y&SPlW&Tw@`x*v~FS>F*o@o5&cu)9Y>`(vJ*e-nbs(qWq9sgn5lPQx^YbgDZuEb z`;;fPhlf=bFR7&;9KBu$sQ-bf@5h)PFzSld>mdI%+q8NiG*i7i>>mj zlF?{6H;5UADc0F&xs?voa1-XleRfm(XOD$DP*lDf;?Zb@eQQ|=H$(FL_J;w zsb(xSG-Dz8r0js_KHaR!(_qd;+JBZPW zXYZJoKZQxF`05@;$g9i_uC3BJp}femi2se=)PnfU7(FA3+uDVrFhN4Ug?dcTyV-@I zp7ovXpsS%BtTTI1vf!H=9J#CMSMtv9Fi|p%%L*Ysb=!QT{H#b+wUmNh|IAbAih;l2 zXtlyD&JXmQG*el(VR!aZW75t}sM^H~E4;K6dAq&aHmf*qP%ldN#-00blb)Kqe)kJI zVz%fguTpghWm?=-w-j0BuUkYG{Lo6MCzw*jjTYjfYgp%O@iSmCu_bw+r(_Qcw|`nY zoeC$RGPpnxKW@w1|CdSi7tx1~U!Eg$|F?!7AQ^7~wh;Hy$mDM?N_O0K#6W@{L9ffmEI zE~^P~Gt;^yWRey5p@xakCt&MiQACt)&kyiC`wELyJ%b);DqA+wTGUW3B}=3?=dzQx zr6*(Ls{NKTuC3c`kj-y6xauQQz0DhUV5)g~}f z+9UPVG;mVyzN5EI=wEzpoCC!U-{(1>Hk)_>Y`ug6rwI7^aTy8)Q_SrP&zmSFGsD8fMqh$*lc(r=nB^yJw=hd+Yu zx4#MJ5<8_|`MU4-Vow_4k9Av=zhB2y;VR@=k)pP$$pj<%4B zfi{@FQAEGb`fTcQHh9Hm>UZhpuhP>AkZ)t&t-<@_g5f`p9}{|;MS6S7a^81NGCzle zK@CKnt1f>DtW4}5UWZ9 zRjg)l^dS2{t%$QRE0Kh>6v`aFFu)&3g}fO@!?RZqW650j9{Q>`c%j@lA#zQwM24@;t*s5+ddMlDXwR4UpacrW{V?%8WI#ZN_xeZUR2@bU);0K3#JrScVRtZz#L zK3FQmz>3!2++%1!+Cu+C^u6(LdM1UCtAx?u6*tbdGmmbH`DZ*<*BFbZFix%GFc~-(EsU7r>M1S3#%URGJ zPd;jChqLiH6S>HUICmdUHX7IZCMS0c565NA6u~+!)zJ5BGdnAYQX+Kl)VRSR;I^6H zo2%IBnFai=$&WTXR|}j&3(B8br0L2Ccb{1lTsB}xs|hE~tB@{!z$!ChgBIptiEUm2$vdo78*-i{PGK ziy=*((&Ix?PjaXIppatIedbA&fnCr3cAlQ|e>YzCyK%##TEZ92BT@Z+?~*zfPEY@|dWdqyq74+f zv;h-ZUIN8MMxli&^LL(kDhp&rmbFDOTY&xlN`JBPsPAn@GwXgU@85h*$gnE65ayMF2lZ9%fVdZEk=*)DCA-yWIAcdaRomOg3+ z5@GaOO@deUCqGIX$=t0RIZk;3h+JT$t623i#!_nD2I9%zn!9GE1`A1O?tF8BH-T%@ zsWVZ7t+Z0ugUZ!IMu53Jm9*WYULYI{4AR8jpdspzF{8H$A(s31_eP`il<+U8dnmcy z?ctScEZ^ykQ2z)aSR}lka5}VDbvNA@@AJ?{zTwx(fso!y$ycdtjATQ8s375Jlo!c0 zTv=jS8E|E{@FabA~}t^=Jk;tUVlnsSOZQoGHE|g zKBp-4HBq%d+MRJP_))_Zy(|KDKkZsXI7e?mFqym_c`)+NCy`*}6OZA+ROidXYzD zD>ps4-Cy1LX6!qem!JJ(hOY_)IF7XZk21CYEVSjvY^l;?EApa`^u}@-y7}!{-^alpcLuVu4pzfdERQFE^wb1S8Yd4gNHlHjSGlmF4RVrzT-&9J^)dw@B3>1 z?g5F=boAnYWCovi78P}}lu1T&*druqf9~GLJ#U%doc{pe+5eR`3N=c6;zc)hH=9{O zoxeE^NW4nXd#P19t{j+XQa7g)bYL&h+5~9jdlc0cH=UyHx7i*%G`FLCGd^fFhX>sf z95)HdCAQElMoT#x7=SkWP+9?JQ2i6s>kdM}jehKMb)eLzp9@$?-$H9DD%;XWiS zZKJG-aS>d$Rk=9+q=Kh44f}QdQM0&?aiRDvm%!c0t?;~;}rXMG(dzx;`kd|dyxBo1Ba?MG?rR{{vSM9$ywF~?v<^$mr z@q&)h_btFf=`~-EV=WH*KM44$J|gPy7B>|==+kql(QD^d4-Cvb*OU|stX-*qw4T9R zuXpp@^i^}Jne=OC8;n>?qf%$;cZE!Kf!?$8?;Ooc$%$W=lL!Zbx$@g=Q5ADKF0@%e z75#U@BBfsG{)Kg#gs;}_{I|brIX#hT2{cY>2kRBg(MkdYhkerq#zf5f zBNCiu8-$gkj~;gjL&vqtF25IyF^Gb%h@YHp%bNRzcC1~X#$c5=jv2qwf3)1cm!18> zqriRdDtYy+RTaL~Vc~)F)u~5|X7BJvGs=COw{<3o`17~Yw}Q^G9BtoR1%NMp9$Ue! z-WJ&8a08Ca#|$jV%dwwLZ)o$~wyTsrP;n4xO0~bKa>^KR2a-f>@_h2nitO<{CrZ~9 z2jhYnAWMvr%(qM2qp6ewhm%U>qdX(5(^x7s>yX46b1YX=+2HVvo{%1e6^){JK6tM- zR&L)DEiYb>>Tp|yrCxtz*YPEmjB*TGq%uNDeoxTf=UM44`oXboJZL zxS$Wf@k00($?xA|-bD$0K61y^x+5hh7#C*A>c`EXXZ3}U&4-Lw?wqoSk*U%AG41MXwbdGyute> zlKDlzT!}yCOc2&DU`cbv5j9FLgb;=Px^|ZuqT?z%U@M_O8^y3y({tTk%$kKCyQ!5wHc5n?1b~R+?&?_q*{~GX+*UtXW3j zf)UQ*H&bw1S^)}#n_4|yvx}`ENF?BCX*}Fl$!Xv5XHf#P>4-sanR@)<6aohcGogTl zi0n$G8s9>|$y?SbX8v$mq0Lt8?Ww&*O}a}7B|Eq5m(Mn zP+9&wksF?FRh=bEGJ6lHu6PW)4u6EWZYe^i9bA|3KHk+IQE?@Fdhd8tiprvR&1Qj> zz?EzQ0+OGJ4S~ir3|17^2;CmxMfd3p74ew8pER^>5%|OXQLyr$;0!+($p(v%xkQmMNr)h{JEgQR01F(dsOw_x4rgf zOb^Tn*L~k4u2ZQ`1I)?Sqw8UZ(0t!8ngU#1>rOjhO6YUn)^X&HlpVi69ONOjff zG@x)51U3D)<E6o^;5GCm{yT^5H85^3Tc&sT66bOWG2Opiz=j13;p#y*1ILZ9*WrC3gCgl9RsDS`_ujVy#4T^ zZSI6D7PMs?=eI2qYZf3pJwK6nE(%L)`tI}ij%-fPH6?kko_i`++P}$r}rE+SdGgI6*8n1|d&V`M9+h7@^%p9|0aihugiSI028W zvGsa4_yD=FOO!Q%uTS+9Lbqd_B#_@F7>VRQ?Qlpr#w%uNCSC*CVF7+#AkSJ*sZCFE zE1#uHlGUT2A0+>WG2vl;?>7VH3$RbZNL>2?oJKtSG=WI47c)zElv~T zLg$y%Hd8^UzhuP_2vYnO1R*;Yq25tAZ^U7+&K!V|frkLLf>n9o;|xU6kppcW2%)e5 z>1BrpPBhy;r9jGcAL`U&w^Erun(O^!78-$DFHl7w9ctyU?1FB7EA!W;WNWd*E8u4m zg-M2IdYikHZ*;!(T60rCbUrMsg6s$;QMN#p%FfoUE|BK=LQUL?v8ob%Gl}qRVcj z=zm0O`a&U;1y>-WMGolUR=4RcQ6Jg9qokQCBS0bRy)Jk`B=GQ08e@c{x*6a}C~o6< zHNdpUlE5v)L6mP(%<=IEe0;K020AWN)U#3xTfccoBLZK51aV6*MNeqf^S|J%-MZ6s z+PDO=(Ppn-j@%FlKHv2_!0uWzi~uv2$aImrE>I)ruMdI>VE-bchp@2l3wPlobI#5O z`sp(_r9{n!=F*L&QA;N92T>lO5bgDQ5r{5|ABqVo=~-#&O=nzR?10}NgGP44b^G1mbRj9l|P~T zZYm@BL+i&BSV=QrX{+oe&^H1217Y0@xQ{!hS&c37J9Z|#Kjt~UKQpzVG)Z5s+0<8fALwm!h-i4q zG)l58KDzjIu2QwG!}jrm4+MC|2SUzYzDqhTAOb9P8m(_U(`wVnMGkZyMEQ1rn~!6~ z?adw&2qDT_b4I&DFrE?hrH(LIs6CpG41RakeN70hx~qiJnR`;iVexIC8llDa^x-Ga z2tay`-fj>}tNkR;Yz7p0f)F6Uw?~_6(rah$#?aCvr+?CG`hh}ve?r75r%99CeW96& ziiY?vuviD!zv`8xVt?=_Qo>tC4@X~-8C0iDR4M}Hbq=&b`0bK8TAHfyrD_^p5-L@9 zXs&AJP`ypso6VMt1CR!IBcgf6lil4dVRIaz^|3A-ynrLQh|FTeqV@ZyS(hV6$+FX? zJD0q?e4DGm51;EI?Wy<8{y>99jiVslG=e!HD#QQarc}@;@krNTcr=ZmpgKblr?beTI3o#<@ z8X4fkEf?z@Vu^K`nl6S-s$F1vR}f_Fz-L+*PFu{Jz7mgatU1KDYp|@OBjc~=l-rg1 zFWZ#v4A-h$#UDwOchK;A$j*Lb&JP`)Gw!5T76t>|XpFs1+ALOCy8BF)B&Ud^UJZ5Q z8AvQ!D6Q_#73hcC2?m1;iMupsi zGM6kIT^nCY^4Bx9P7|lr-mCSb=#pLq$xlnI{)sK=N{Jn7HEeYJRl7fKZkv>CoGDq& z{kfSkqITi6@~KJFKy;gvlzqtHsb>FhK5L@OA6Eltu4$p8e*pAb`u4E&YtQ(7J^j9Z zsRs3)qz)^>m^Y8>A2gIzX_NIhJd|@ySv=l!m#X#M*l_ZU>E`~3aW$y?Oq5;nCmJZd$FW}?gmnEaRfQk%wT>5rCc)boEc-;`Q+Q3s_2TLx$Jns4CQL%M zX(Kyyd~$%AEW98#YnEn^_O%FyPKlbmUHqH0ThP7x{mb+#S;hkl7*6SOhRtLJnK_Dn zA2zcXLxNX)gGUlqwuLy^__iEpzszHds>6>t@3b*tYEjxi8q_QQ>3&PkRSmT4uP>3bOw*l|qCVZO>8BP8g|oqKQUqTwTB;BT9| zGq+R4vkU$dRi-br2x_x^bUUZI>y=SdP$BRKZmBX2u}7I&=sB5!SN#)#AbW=Gh!h=N z$WygVBFg(YuVI8aXZ{eWRqQ)dwc2p42f(J+MQ(n_M^l*^J4L`Q&^9nSR zT4VG|tuj<8+PqUMlc?h>)-;ReX4o7?8=0JyGFPKg()tPsdQ}lZjg{Ra_C3a|)58;DrAn_w^%uTT)nf8?ecf`|L_3C| zTs9e|*NOQuuN3g2q@J$YdlUN=|FW%r=(-EaxKb%^1tIU$9b&+D0 zAy;xeAGcgNRK+eu#fnrZ*{Ga-@#jHdiDl-GDsbl}8H>{!g%fSy&8!(j`IPn*GvLHupDw6xAYT zb?}sMr%&0;#9bUVX?Fj$S@vJP)!6DOiRgd$RCk*-{fw%Wi(tGshsZqEsUGoD*uZW=T)qA`xu>42iN%2`3fxiAfjTIhJK%e( z&<;Zuhk(Nok>KGHC6b7l3~8hSEGAkoH2No-_F644zR8YZuta`FDr|h=kjU(x&2Xw| ztFP+PK<7V+z{)jtg?P-Sqn_4(y0r|o54_~44rD}{?hF}MAAFQ>p6LhL& zLSci0vp$U4Ll6HL(|UaQaP_168;+`q#Xub{I7sI4>CML1LOiCyIkzDz=Rs7XEar%t zzVN$&iV6E>%ki_dp58i%=<`+ML2q%ifofRxOOt`e%VlAH0rVHWC@6b!u@c&xZz(si zzuSHd)!jv>o4Qo2KlDdJ+_j2L{FI8c`fXQEhF_|8NN=2dCHydTCybanrxnJ=g=%ndS`@QWS+e$P6N8L33cn~6K}M;s zp{4b2f0_QP*5kHZD(jbttv!5H;JY)7Ef)HwXClYWSQ1=PVWMD%PLtCeR`HJ&_J@9D z$cb+=*O^AVdemQHcztP)*E?Fs%)l|tKl(LGv3oj05^-Bc7N^qs7tbRxy$)H%=aF%a zYXMm+D5ly`|6Y%C;1Pirm-&^jQid(_1)^Ykp&mWtJxrYX@4x65_ia^~kk6iB7WKsu zfA3@~1`=c+9w-+%S9id1oi^7c@;O%U(^)gIQlZy;*7|#nKmUaHwY0~*zsyKXJ<9H# z5j!5#3Pm?(+adq8=W8|~fn_HJmO4^T#9W=b8A|V#0#nREmQQE8KOwM7lZF?iX5%i? zg}d7jA>-`?$*-Z6lUSTQQQ2^x@;kHa^#a4fS8nfyf1Ixe*LPn~G{kyL>Yh~>zl0h4 zexNdaMdizk#XI0xlKcq=CS!pN3ZeAmdki7}X*-|#LKq2cM5w904K_H8IDaR%>r}UG zI2t)`Qk!JkosR^zIDLB zI6v+q!C7#3S#&e{a6KxPTMuCj#{CLd@jhRc&fML&w({ns?7;<3*xTHnwD1KVot1c)c>KXx0Ovvt+o2(+^e^nqIMt*%Y1>0uRd6$eDDRG6c;*vEEQ%?H z>EvF1R7|K>)XQHv;XcL&W ze)i1aHAw$;Z=EO?6U3Ff}tmsl7w-e>;HA>+8)4=)n; zt4FJAz1r-~RT_>LqZ=yY=fik9}9D z%_-yEO@8rmr?%SzL5xQ1;{ee}tW=ezj5 z@|q#ZNz2dTW`^%<$u+^yUfwDu?$QhQE(^&00$;W$Bhm%d0#moCm7wz5@j|0f_PtaY5?{EW2+O5^gcep>z zY-f;j52)_Pfr`$<4Xdv8?h+Hs^aB>QoX(v$A*}JPuM?P50`+CPrEvp@J4{MVH7lht zVd{i2HphZ6uSa=;W-Ve#+s=I*#z>atS+SK{>au^U^-_4bva2EnYEW3wY*?kKW5D1dia$wkK~$1D{8qes@1^2oY@RO_i`P+)n7e zp3xd-W>M0~IFhptOr}it>vv1zyIWp%>Yq{;KF*)TJofyL zrmKvKs%zVdq@Z+ni*z?AAq~-)i4GsDc8bI#m* zuf4DP3L@FoZ4{q}>E`=M$jWe%fD`o_-G`}+l~owtH`%Kdkm- z>`Y-T7RbCAviK|QStP=nvRAs>#)!`@?o_SgEo|;ADyzpnQ{R(8VGXFs0g;UcG;G*B zG4W*oU?UiV|!biUqps%-sE+TbrCdBDJ&qWdqHC8 zC`YhtL$7K+fp0`)gCo=JQfF1|{P^^VXUD@kt>d4!5#cRGRCQ4vq0TXdxid2emQbO% zN~}qdCNfdI;GpX(p+8C8f6wWCL=*0ai~m*E6}j>Y=jJ(nOf8Ozw)p~H(Xqrz$H-Q> zWcWT?->_GrYS( z7=HPd|DeeFQCYd~Lu zN?%4=kIW|RVxd`mL4?1@=OMYJFAS9!{3Sd%rI{3SZDZRnC$6@qv1bp+cIZ2A>>uw_ zj-4fnw@&P`_FbF#K1WHMx^Zj=s4qqoOD2rfPEGnBiR&|dKFV!!m~#L5%Os?@uXKi{ ztdrL&yTahw(Lc{!Y=TglCz9v5_1KmDOakVEHQ}=3DMvzpL_xpqbl{?X6*>=(t%`Dy zT%bqlcjiw}Ep?QY7;Uz;i!~ME@NcJNP3Ejz2y(>tcU5&ZES#$M^Y~Z{TuK!+Dz4D{l=@G$Ho|E1&?bcKZ zQ5f2^m3i&JMdAo1*h9CgU?>lxob7tnncXqSV3rw+S7=2+I|RlzgaJy8NYAHr3jIWr z5EX)aKMy0c2VYaCs_yTe>#Q+{jZNTE^<5%p+L^M8=%!e|FpN3oOVLEduW^ZM=vv)|D1-qMTApZDec8lV1BJuW%m{FapMmhI2RmSOi^C(5@p z9(Q1-_vR7GJzk+Re~VT2@YhY_W@Lo(>EcDj^`q2u<{z^DfGYvyefcG`q{k8e6c$eJ z4cw8X+BADIHL1k>=?5z>!G(u;l&`1xae}={=&{f>u7jf;R=1>im+yQ3aVSXINS9O? ze3$zn;nSQCpNCLxec9+VG|N8OCEzp87miSiODhsCLKs?W$Q&3*_VVHiooIxY!a!Y{YEO)Xy^PM#M8)WRe{Ij7Q{jF! z&3FCB1Zqra{9knqv-+sV@U|qK6B9Z`8H(zQ5+O;5#c*Q*#arB;c-;~&cN>%4zn9ZK zlYAx5AvjY?M?-96)shzcNot!o!9Y zAX?Q@IpCwM>-?t0bj-vn7{0w)SIt_nQJ&@+nX==g;Hrz@ zq_K3pNr6^7X#zRULYRy%%Ola!NT&at0*LCZlGGjyyu|pNrc?FaM;m)`wa58F(x)6_ zB$gIZOFB25GQbyr0*eRh{lsC>6Sg&QIJBE}U5}V?S$sNEVRU!B95KO`GVuA5+ee#$ z=ET1nYFSdd_<|4M6O~_(U5=l$Gu7@1!Y*}Tmcr%W9&|^Yv<3Z8{1Ery#sez;SR`7y zMeHA;zi)=do6zppRIaEf0e=^s8+?H}pJ?Fva*l}Mb zPuv<&_qm&;4&o|XqG?IiHAiu#EquP@!- z4>t0n+gHNxo0rsx#)P0JF_EG!EgxB{>3WEFEw?p8@yyfbp9GZ*o-5-|6BjQXUYX9Wcl~bhxpiH+P|fP^J4Rwp4^l@-~6eN3R$9< zliVcDW*v8!S+<+S6P_D?Li>S&psObxYmayT*&oR}y`L0d6J?2QDI zfkD2e17@LHveq5Tpd^%+e^_xa({(mW;^=lJsf|@t@-6iZBz6U^CR$E)|b{ zXUqJ|^_Ko;&687yQ=Rkom%6nCOP8u50;Kj1=Pu?UjMSW z{#h?om|CQdJrEJ{M{8Hb3QWVDMd767I7~ zU8Y}eWp2Sh#&wp%N_6adoVn^2-kp9Iq> zXUPwzMK39u=?H$I+S!)7#Wv{E_R8K!Qi&GczYol^ScNz8#MXlU43(&N}z3^o*)n%J2{hOd)!A;IwHd~p~W|FID&COQ>Y9hXnBpl zNJ(p-?%UCPZvAXGclNKTl)79qBq$isY6F5VH`N5qV+2W;R3cy-j)jytfDL_P4vp;W zqo2xC`-xLfR6~(KC6Oz?7Q$wpt7;b=IbYAv!8*bT=emW`+IRF zN!e+k%MhHddm^K%%HQZlJK-Aetz&`0rkuTd$esUW?(?o*YEfy=WwbT1{kgeE>`(K? zP({ms|CR{kO1zqXSbeX&q<6Af4;HQ*M%ezW!@UyXu1sgsyJh7{snt?-1oil`TRp%m zdeYi;*4xW7bA-*n5T5~+NXKS7sbZi;qq5BA{7;#~oXFIu-Ct&&!L`UtiR+;EA~rN! zSHm)Xr+Chdu_FK3&^YKLJ$c`@9w zB=1&ueuO>zL#ccjR$icRMU^D!*eq3|aK}QKp0q_w{82hSD=I)6`|dt#f49G=y(>*c zS57B`8GOZP5s57?ldlYu)b^Wk$Sof&WhNOlHfu{fDoZfk%O5~IYP&`K=yg;XG}%$&{@l_M0V^x(lKWvfV?O`v)_ajZ zqH5+ds7cLRe^F*~9fPUj%>v$n;&BY@1>GEr7J=Po)9gw76$uwpg2DMrnNoL=#hBQN zu}}Ot2s`#gc*$@jg18EKj4ffAXIv^_Lt4|Tgal2(1_4)GFtn3Z=~Sfo)XO|Pi}yAq z?TZtIylk>^rf`$k?zdewd59~ueJiY5V!EoRXR^K-$0e{z{>RyFqp7m@ zK4KDmMYM#i-ATJ#HY<7zm!OE8ONjQQ{@^sRYz#9so3rJwyIqiqB}P-g${7w}2Ws1W z;&Xbb)YjQSy|;h+B^o#UTI6%PP?Vi-?M8tH;X%kV%or*GB`!fOCW6hdY>|+O=@PH6 zt8<$6N9(k`k00ZZK9Y?Ub8&o7g>SLxtlWPep;%Krv@3i6Kx<9`oc`fYF=V8&B+@Fz za1s@b8FqclKmYC%PZc(W{>^sXzpy6D1MW7$zFi?}6enH9G;(L2J2l}BN)Wt)Io_L@ z!-J0ziggZJl7ds;``oql=)X=7eEIQ%v-Y|C!MuCeTY7kFW5>lJ(^NJYW!!+mzbjcI zTqrCgzB}Trb`AnG&n^o6Vk@*XDitb0=a`V10OCAU21pU08!J5`2FqF&Ch_jQE2`OY zC#PVlU$9LUB3;Vb9}G7;DTww&CHoC%vv$uD7#l<;ZKTK?e0<$@!dl#)h+xS)z#evh zP{a1oWrDykuV!oluo7C=wXXuG;#Je2dHUDhyqQcve|lbemFgIolKtQq-0Qaek1-DE zW|A=TuQ@JjpobUKS25dPBV(Uv0|&*m{EppY%?XFA2L%(QmI5P2#^B|i(^TyqYI&o@ zHyqTxH>_6Iq_XS{a)L(g<_1$t^Q1_?ogO2^Ghse0OtuMcWnj1oavmqd+dW-j>o1;_ zZSbz(zm#R^l7~Lq6!Z4~z7s{0^o*@Q_6=@1C!{W{%KB-!-*KnAj`lNy4uZSTiHFjm z{i?E!D|X}1j7V!GAuQ;>T}_YENjOBCtUCUjge*^QA#%#P1oz#qAFg`!JS<44n%3m# za>gkwRtdSdrq^ze;P=d1#nj>r#u+o7e<8k(`Q0eEFhOQ^Gl{)2>~6Qf`Qi*Kwh#X? zPeZMA!*pD>TBAWNto`~tKbC19DG~+IHBHS45lR^qEgB1a9EP<=;UrwJ7n(-`HrQO1 z-zaRCTMd*-F&7M${pf>E6!N~^hH(}zhh^@+=oLYzV72W3=$3K(zRO#X11RyKJ*s`Z za7s-^7I6yg96JIt2b$+>8@f|?q;XWdUKCPE9XcEDC?O#i({v#t|2Uh*NLH6)p^ds} z;>SjtGXVWacyoRG!g^nscS_lCaZ01nSjf5G%SgB$p^B)}iCrK0fmvGU3l7EbS3gj4 zlgeY|cctU#MAX@VcrPnjecAACTnFuDG-JPTBs#zO9i9mGM`W2Uee#mg_6r$!q(*2V zl@`S^e`$IFK)>QOHV@$riCy*Vt=qIoZ-h=(rQ@_N4`D}#MtZ3Ys^%sF=i4tVT+-cp z6pHhv_ftQo#8bPvhueZIgNBpoewt>l!@4f#xNr-3E zXj^&H(v`*Cqi9niAZPG*a@t##O=#&zFK;VJUIC14%TlQgP)P;6Y#p8_hEk7C`x~Zn z;-Ai!JE+R28_vQY>!UiX2mX0@!d>LobHf4j8#m||55@hIIYLAU}6XV>{bo!+}UE{G>^!MRWJxlelPWPIwp^m$mXh$;K{yG12jgs zQkW>YZY-NP%e452%>R=-GEbF{%x?mos-GNH6)nr4Un8b8()lS#e`q@Isyi8$^; zR<-;==gg`{F7d}Bzqdm^>mMmE0lDDB*VQ$8q`pY2G^DA;X<~ly?@{Qi&j=x3O_=Nn z^C}J6oVmZ~ZoT=+FUiN$?R=qrJD7+^J}w;IXRY*5Dp-~Elci zi(3B;`8YZB6-q{q-73pRCM@0qst6hdd2y5M4b(X8$qaiu#nOaQ8_mbTbe3i&MO4A*wGHfaIX5>hzTh$5L-?BU+UNKm#bPwi3R?dgBAZ?(Y<=`uZn2lF%+ zAwpHxd7()Y$J}OK_oFj2R&$3c_Fva0Dge<2V5IZP=cNVAkAA<3wxM$YC4)SPi`Oyr zbU*2*5kIo_C&{qT8ufP$VN+9u(l-OKPgFx#ZMHrqD~}V{N1+rA)KtnLLP&Z5&K(<-hZ&6!h~n1Y88N_p;Q!yP1}1f z^W%W@0kiv%<0CH`Ckv_|Xl^;{ALu<`Ai|>sXPo2DCp4rKt+qssdS6=$JOW5LH|fVl zSXNWqe=oG1wfkiL_3#es*i)%f219?2IW^XF|4y?e1HGq}d;Fu39~!{xt*(My3_hKg3}&FyJOoE{fj&uI zrSJ!XWaIHb2_Hjb0Q5!UM%Miu=h|QYNC8f4}hAoA%&8vS9HBm=m#LwcCd` zQq69?7Ft?b-gy^Hnyp+U*7Gs8s(P^;9ozWu)-Ty3>OLQ+;t~)*uVF%5VcM@X+pk-Y z8mLqm&CNY;#m~&obM1G@RMm@2jgm(*3a%rIzhncVQ=)jbu$v{Xja4kfk|m25Y}C^{ zA`NYShF-PTCD%_H(jFROXpz3zA9$Zu0JCkknwvqXt)s{6QnG&Vt=b6jJ`PFbR$d{x zCozMscmfJM4<-E4q5p!x8&|LJhr`s#X`UZ1gHl!9q}&#F+WOkvEXdQy-_P%AA(nDR zYH|p0R2FK}1%*2#?=vIc{xM3K-k`*?H<@Y*#r`y}&VuP<&7i4K2GRkdJv15(n$iWu z=0|8(>-~on){(;Q6(zN$0v*8aDb2_ylMxQ2o??^+0`s%O0&W5`T4#9e=9$o>dAiZZ zI>w*UM!1W`f8;NAQ)2#F0>Ac|)QJj!vso5(YS{IvV#6C(%gNUPx*RybT%@Q*M;H|f z;FPS1OO=;8;`UXl(QB#fO(YKs1X6`_v}JY1IH%!|sL{&mnbQu47F|!UDM-$Q0-0*! zdyv3f9A1WBzzq(KPOE$6Hft>u3y_FHR<2(qHoN6cbVc0?D^ah#5h<+mMKlX$+xgVm z>bd&ZtuRf;qw!qvWpn`4kWw`jaVy}|RxhyJRUde~{MXoUh9smImt^wU0;3!$j9XBf zh`}(E@^@c6PFyv|Cp9xHL~oqU1@l3rkH6wjxN77SjJa%0zNT#`84I;`NVo8UEMt-hR^nEFZ14t)qZRLTz)vQlSTh-q z-eHB1%(AkfE03;r{wZw`Q6QDCWgx3(O8EDQ1XfwiY}-?VBn(uCx!wDayzuR`Z5RTx z>OvgkMlSb}X77C))fHL!Iz&()|3&NqNqun*E%>QSchyY&RVPzSm}{f$W#g}RM2aua zUMjT!qm7(s&zhBb0bmM-q>$dg#w7=^mfObZO*FEfp}K5TY}i%xWTJA3&DryXZ3;bh zwsOA|xK1|}a0&IwV7#1mkkKKy7(GwjYQ0@~jLN+&!R`Vk{-@`&KF_l_LGt9E4^K{v zt%iN{wHSe?i`e~Dk>D`vC|_5p?z8#Jj?GKqje3E?x~k8$>iwkPv*MeTyI#(VV4u5S zoS<_*&li6(<0dWgZYwHWm@yt9I_wdT6n_mkpO7x|O37~rE~pwa~^3 zXve0}@orE09&H^+)o8Q~MZd=7TDF8__^@d*q#M+_hWuz!*i1I{UKPSA3zYk_ zm97FD5V`u??IgLy$3=f8baDfD?~~K8VU~V5*EG``>xw)EC~&rw@v8GM7J%m(ZyYby z%#Qk_);6<;qe&$!Nu6={^I|cTW8x*Y8bi9`!NRBEKk}f8ALZQH^q4@+Mog4VKn4S= z0Yxog$q5e+V9i^!7Lv^@2}Yo92PA4Ahc1;CY>l?d*a4?*0HLV#kU$)tTw9?#gD$Ny zZa@Sct>1jT#l8qz>!ec2EHfh3Jy#&jD>R#kJh=|RP$P~(I8o^+KUPg+g9*GGJudOd ziY8>1Gp=Zk?om#Oz^pQwSE{Fb@M zZKsPJ#-A^t0Vo;19a#hDbbl0D^6O}Q@D$~0I&jizH;@Jc=~p=cGrL3eXuFSZPW z!J}aPkLhUOYQ;0h74$%p`uN($?mfGaSNYU#yH6>~Btf=2upa1p*7CgBjV?P<} zNUrmh_5h-wsIK5%=MTy&3f2W0N}XY&EUM+kU+*p0^`buyv!;0zuBQy28!GbsD|9Qe zS1gw7g%HvH{bmM8a0CUl>iPns=t3sFPgG$$xf8llfs>Yr3u~A`Qjw6kZYYpt970a- zsCRY|qYE|}iN#msYO*1jXR^)|QL_~vo51#`A+x-!;jW=lr_`V{K*(Z2F&;f)o^#MH zX}5Gig;UZ2a1-Ohf}z&0Ev^&oz=jYE$|Bb&Yd-E%dY*f!{*fy6RBDT2Y%=W2-4Ga_ z_;Uc2&VL$}*GfCT#{OI40Hs;dzdgAvs;~`X6#FK`kmnHt#sggj+LO7^)C7O z`e>FhsgDXbwZ`|Fl>d54;VitogGGYRW+$z;It*H8#HWw_$`CZlIEk6r+5N*q3#Qz5 zU8i9)si2@B*Vo6@QO>sW55^|=a+3e$n{G6(J~NE+?;69pU6<+(6F+qjpZOwtuEE?t z!HHHhztRN@-WYbR>S&9xxZh+jcD-bWNIlITq$hd^^^YxG4H@yp_U*8I`GTkiU;T|_ zK@wXWY1mPbU#c!)aRSp(5!!=ddbmp@iLbuI;xPVOHG{1cr^t7+r0!zcU4hYJ+TRGb zDM7}$7Md?rhn`d|_E2!z$(f8#hrcb1kK+zl5zpyYFl5|E`dT;CbSqYn*NCDx*y5gV zGq(2n@Tsk@Pd%PFH*wmzf+QVLf6vcY`b<01m~M<{@2xnPrZ8~!_~t0 zwaN`}2G_v99+<0Ak9uq>RsH+)K%V;dY{eyEG;iT!{Q?O*DO0VuOp^cLs?#3WU_Tot zwGWQ5)n}NKMne^e5|)Zg7q%6YDigBjxOvTNta%l2FU4czW-c{cy)2(qI|-PTQupm4P@|6I6kPHf?;2sUpgZaAe7OFb$%B@Vom`HNqFus3yI``}H1CY%f~VhSxWXQ8aJiY?wc(tqi3rgrWL=+D!kE9(VRHf`T$O&rBU7@u&|iuU}a z5`#_PvK|3MeuT|nQ}s*@46A=z@~tV_-jGURldr4aiHdHNP0WwSbuw`#Xp zh!Go21eu?-FC!uJb0>%KgYR0-dP1u=BWM-^BFCu<`g3%Uj0a zJfptRU86g02Yv6wxpBjKz>?U1nql0n$WDu)n#H1r8w+vri`hnc-Kh)Kr;cFOT@XJtBq)gfIPqB?o~f3}9JRLc_ZN$` zILitEXl&ag*&6(0!rzb(FuwS=h#UiNRS&W$==m?z77EFbezoAN?cVvvNer zF>^1<+mAjwY<&VN$?TUWJU$uTyMuNw&&ZrVbgPNA=oawEyKd~kDF|pTC3|se?Ro z-L<%^CkoxyhuQgBi=>O3(1)Wt{pP?*vBKF(xy>Flv`W!A3jw896^phBpPc<1m{jVxd- zGU^4`*sQwv+}F3;c)DF|NeJBc%h|s^-zt8>XgI8BzMDvD>z=PR!T)Hk9iheU`vNC$ z_BN7;f8czxPohA9fY&+v`SJD=zx^D4bns^h*l;m{xiyAd%-o09ehYqbauOsN`kd{0 zUw~VHLMn26`1rMEBoj~GEy3^#^zy)TT+tt<+9o)*{r}I{8>v*uRsBvGw{X^o9r#dh zS$1@Qsz5(((YiT8IQZlFR-D|$IZT@17nfVas$cQLO}EXw2d+#df+j2}3!&SW&wMG;b)F}1f_Gm9)LfR=9`(K+ zDLlkj`8*4kumLk=Xu*1QN^h@y$|OzY7et{ zhn(~i6*A*XO6*`hXN`Z_qwZ)@kwEyWckGul^3Burkc81ng|qgkB}{_tI^X)U?P9_2 z2kzT@&D_=J^u|?k_Yb+8HF1luD?`|fud>HBm5p?Qmt8)Jw{7e?0vCf?vVwo5d$SHp zX}Nl(f_+ljo7UP*=~0%r-H~@Wh}VGrL|2=zLr;hM;^WJM->by;4;e`xUoCd3qG*rb z?@M?aK6!bbuW@6gb=&G~EkW_Kl&Jtiro)h zp7!35CQdVPO?Yr7Dy|pTzK+&MLUoLu+@C(pH@eVR365QNCA)`HC%(c4(>HtHC}-`C zwz=0Qtt*}F^uPA%roYMz$gZf)=4296{uXm}y!TuXje=C^w ztk?WBzK%`0L!?OC-8~3^KewiOS1-@@1+78gtrgr_AM)#4-K9Gm7-By+-yeM5?>u;{ zcP&_nm3uF;mM^pJoA+ObzL~AmM>eBz0-(nCmH$ypQd_X`(&b*T`ZYtkCkw^>llxDv z49MCcE3x81lSd!i-N;kcA9ZUh?7v?O8H1aA!XcwiITs}(Q4#G?Vo9$}zLN#xpF3=? zNI0*Shp`!-Ga*Djo1LFLh}2(bqv+{Bs!CwUN6R)>bw{ILOe()#f7Yr>9bhX?D%uz*bDx35t#wC{> z)p)0twnt?gjbD8#ZNIxqeQHnJ&-YnxKi$7Uc53(g6|)wzJxXhEuX+2z`SP^nVV>O5 zx_o$a>WK@)$6|>u3MnYtCbz&b?5Wd6|DFN^1k4>b_-BrBA=5w8L|)Ba|91+slf>sT z(D^wI4ZD4NNFUFK8(+uAf>W9ABjR2I+Z(S)S1Gvhc;X1_Cy7(GG#zd~AKnEmzxp!j zyhLraK;wcDW^*4i>hP+1;@l?;-@7TsHFwX_#&fwE-*5)ri0s4rtefDFn-PLPzj}|> z##hUJYwB%0U12l)%v`Dy8>Dh>LFXONO31i=$a=s%ZsFXL1&95*v}xp=b=#}zl_~gq zph767KMUvr)OSw>tGCnd&L*1${&j`A7`K<{1VLn{h2zD^{%LrXp3O@kkOJ*V)VUiSG9Q8Xpm&&c97b>BC86`3K97&}Yq?l!FX$5YS zZwhIpFpe;$rN1c%6`yzs*GAGP6a=PLsI-kLB}ybE6&pvNSJP_inExp)sJO5fHm;a? zv0oHvt6E=J$@PXx@~rcoSU%u?pCkWg8Oavz)JL|TKlb^U!8K250q6i@N*A^#sQ~{& z+NgkI&TN}8fJ9q|3dBpzjK>;X=ro^KBht{QnXzmqBwGE^s5si{S5e`1e3h`a+`w>? zAr$Mq;>W`Fz8+a1sY-YTI-!BsSZEdfxC%P|8uNE|=1XoHNp%Y#9!*ibm_DG^J5#i< z1-kQ#q)#(NY+3Eh%#B~|zFntf?X<$uR%JbLE(XM2N1P?0c0mXjzwylFOCo~S%tDvO zp}j%!v{K*0T!1a$E=U|oC8w}_TiC8Q7bQzSZW;T7GV}Rm=QIA+yJC9pB&x+yA4WAA zG-F2ekpIZIw))pL{p$Evfi9JhO(WA(4|qPCf`%8?BCeZr^bhU_i?TcQ!Jk^0cMln( zx5_>!Y!_(I*~|<6baX3zYfxulKlh1oY!=Hvt3?4d!2hZWw{USonZNf=qAduRLRP93 z{Qv;k6T-qWoi`%D_cYUa7cDQumjJ0p*lM| z=7gnn(@}Z@vTYohzkPJPv_u<@y$f6$w_S5fKn+-u_}lRBbXk>d!{iI8_K(C=(9vL% zyiwSue1B6o!62qVq}T4Fp8u!JGGuaa$ETSo|b>qZEGqUUJyzqj%2_b$wM$e#6IiVN(d79I6Sxe1Aqb4);Ht< zu%V(&EeW}5NzlJ>T-@eD+3npVDkgrZmWxJL(AD>p4o^T8U$EqaYfGVxNiQ&t{i9;| zu9ZQWXx{zu!2G4+5$%312iAvOV@oeQA@>iDjHhBw=^vXx$Qi{ z=4?Qi!<%oM31i59 zlCtyolY@59oGeTj)*97Uu~?=@1bl>v?S$hlL4mksZU|zr5Jw827+ znA#@sMHtXIa=Qq=AK3o^ZS-h1IJE&2yrYsC;UvG04!;a--wamP%`>$6XwOJr26G0hLSTj0cWP8)r+B)2Zdj3F@!%;)|>F(%PewRITw zCliP`)~0+7X(~l~+m-v?=K9KV3_2`ksuL~+UP0@Tt82nrc#DbuDG;3#NBiJdsghc8 zUz=jcYe@mVvqIPNDNwb~(l)tvgR)L>v?&(;3Jv+HmO>KJCYCSSNs!H2GvZ*w^KXB) z>6up`X`6cG=0n?6v8sFXO~zB0|EXWXs+Cz$o;1frwAaPhQ%8%Z$1m{(ktAPseiA6P z=`|;0@KC1wD2BYDc_J<4r4V3w^vD5!{cX85c2gxGUaG_d0Y!Eo&0-+cpjITj_8x`5 zf3gO~oH=hnK)-=gcNH*ZPkr7a`$iBvB@5OSlP%r1SX zCUxTR7ZwTs_;KZypif|2oJ^~IPs#h0h|K1ILUrEsm@x;?drErZROoXT+Bc0E-(XKh zU6ePQui2^SDd<@uBC7qDw4pXwF-g zoU)Pi>{(T|DZHBl@*C!-ro!MW0zNlC@NvM!gXN77T3~ z=_^>QrC#Kydz98Ux~RP%t4$^U?*$r@+Br$o%LM8deQ|i)O4{C1zYIMZmqOAVRf|%I zUocG}X- z2dV%`Z-#>+busD7WpA4(vduFH^%@d@()bmty+kxfi9^)efZ+XP6TV0GMa=e%V%S}# z0M?#k@;i};0DC))>=-sU_ygup=emM+Hm&gg!sW2?U#59X;n92rI^C=4)*F^}c`|mG z`q#c#ELH6Lxn`?|!S<4fRB}M>`!8{r<{-M zI?Bwwdn6`S4{d$o*GLp{SMJ;$Q0n&}{kju);&%@g9 z!diCuPuC-PD_)c~l^ue5HtkND4jFWAn`Zw@I8XC9X)L;NqSRN%>d{9Xtgc{e>$!0ivy7c+^b6%(Oe=Wl%8Lk)FJQqe77+1KSG$P`H-q%iOdZ8}Cy-3zut}Xsl}tnKOBj+ClGb{% zwkQS-YjEBLM0{3_ZBRNNU)3ZL13Kq-&1m)V;y6UQI)DM;vBA3eyi|K? z1XvAmOmLoF>py_T4Y4_{UjBTZw8l4P4mH=8foBL60!kbmNOq<0O4Y`c`fFG1AVg-4>qvHK05t0bb|1C0pJOEa zzD-4xhw_}ruJn#{)AL>LczNEGx?Ii!!5X&Ue}c8Asf?4;*T-Gv)yqZjRU072;ZOZ$ zfpm9N?XObJ30z0G2O!VzwA#sw&)`EV;`k(+lyu)&Aee2qoBWHoARgYTHh~m!jMUg3 zM%eu8`s4>tVI4!Z=#PF8TQs7mT&s5P<7w$Jv(mK;eCnXoyxq8a3V!zS!_ z3q*jPgKO70>w9mZI*GCMeTkZcx{iLW=1!Ho0o=dGD1naAKy{-oF^ztWAwQx!5`_h5((;^eCb=^I6oCCd`KFF;p0TO{-D%Vj zrD69z((&1}atzSE24*ZW8S^rTKuLTvm?iftgpaJ5pR`K{nlp3l@k6F-CgE}a_tMUD z8C)YLTjgztdT+d9v;)FFy^Eo5F}K!5OY7gV!#2Q3=0i!LFzv<(Ke~%U)> zv~E(zHsw#X02u){dJfj$TL^S4(zj>3ngwDPs{a&@wg$$XMA zo2qRe(*CPqY;^%w7js3K{hQHV7Z7N+jK~$q@``lR&2?D;yJrY`)I$a zda~07SsLEu_k4XSI@$W~ahBJyNyyUz9L?)M`!(Ua|EjU8d3E?l{&V_oTDH(@+V-u- zmd7@G&Wq(!eKzOsDF_o&ok*g$EJW>JpNSHgS#U~5#`b@C zM2SY{7fJ0;Zu?CKae8%Dm!LsB`9@OTUGRP^SfKkqEAJ_9pGk@}5E03!(@=T3DV{@aPl?J5@+vJ}p=Ok&txcN3C1+Q7G0bFCy+P*MTknZMKjfZ@21hfm3-f>Vi=-j6k%z! zTpzhcl*BmC9ja2dy}PEIdzbl48JGe64z6&$T*e+^lv`V32>zLqi?=wAFf$)5=KLX^NC~uekdhSHU z^#q@Sb`vn2|M-{{)dT6_QSyhgM1dCN6)tJ{-HU?^;RtiM+w|+zFiU;wk;Pbq-=JDeUvzZd z`H88JO?bXvQC=@Rqsv~>>QJr90i%o!>m}K;|Gg;fG6$?7?MtP-$GmgX3`7k~Gb;;9 z4@4A)1?m%_l~7*_t9<=sMD2P8J8~>{=jj+fZ9u@q_t;B*P<^aFteU4Aj)CauS~S0R zCR!}6>7Wgcn4lZ9VlvKSi#k@zAGDwsgy>&@lM=E*8smXY;`6+1-`IXI0fYiaH(VFu zC1Qg&*2JEyS?zbcN=HKU#!Angi+}L}1DmV)UYotw6}Uk_y4k~^ClZWU63o*~%jtn7 z3PDkjruVhh=XC1)(qef@*^aR7lEWW<1y3+g8rOzu7R?IVM){6&-?g~0;IR;QL+~VY z`PViQ$O$4px zc#2NTP=3g;Clhb`TSsA{iJ$D}DGjtsdAZ5xn62FM95X_*V~G`7N)4(Jm_@6W>K(BO z95`hEXdVv1DvFU~+$p2^q$%vbzd)GRx#HMT9i(PpOOQ3|Uos)BrpxI2k~ z-H&4bHGy}ksJ#T^xTK9TyT^p~I?wp^EeGEZ21)_>VWDg6mgj*U66iqjm{CU7s1IcA zYCY&Z{nQ}?3MrDW{AE*=F?3s_%yAx)#TGn|6o5Y(wL8dohq&WVlrkW&&1)Jh&R`_sUR)#ZB&mE2;6FQB9X!`{op77tBsl{*zw z#KxHb9?AAq-23J=Ex?o{M;}nraeiNhRg^NAab-0bS(7p%5J;Z^D;pEr2T`!%#VqQU zvmR8E4UVOwcioB+$CNsKPAo=Vh~EMflIX1x-(x2a^M?sCa7mkF zI=UHSpkIY5>XZ5;0!|5tflL{Sy9(&Vocv*H71=PzTXH!!}6rjG@5Xx!lz7A#Z%o)q0K z<0noIHa%PJOA2fSWSR}g7HIg~IIZMphNJnqTGpJbrbO-4$#;V6{+-YF5{X7x+hC@ zceD<^S{4CqJaw>#cNs^o9kY6bYFdHlOgxSO(Eokf=D?@fzd%ddc9XPl==OSmHKj9+ z5)y;@uv`x*$10k;+GvzCt{O!f6CSA4o6!KyZAE2yA}n!Uk)|X$-EA!i`rxMt6>B32`!6@Pd?E|vD+fOiwyIH`CoQi?z=lw;O$h!>5 zW{Qtt_m^5jd_dKFKq};}WQGkWKf7G3WOf=}DGtTKEii&UcKKaka2VUm(Mn1bR+o%I z`olzDxb1_s?N7+u*$y)2k`ylb<-B7}GTnj}ZQ3(t+h49nrB0O@gJk679=$m@IBr_P z8>kq|;Mqi$&+i^ibN4;ilclm)Fx5-;6$BK=Zmipti%O^ahsuSYPpoAV7E8Rjil+zM z3KpT?*}=?&9b9JL47uyVpTd!{l}OhN-`Hq>oO4grC5)LE*7z*)&dx#@x6V@@Qe?zU z>dAVi+>?k28JhX{;QSca?64Kj<@icN`PE~mo_9ThZH}?{HmQu#{H&yh7Y%dyMZfElcd!AsPx2{_0V-pady3B78eY!#P#C9f(RSIJKzkRhTwB zv)ywssqE#ftV(KqamLsfhc2Un8A=aFo3BiG_)HS$PdNw=yn^JcHvc|^G;zqgu5vw< zwKD|xQ_`9$kQFH15n1+`kBwJB5F!rPiE2;l2Wl=_QJ{c;@-vCiU|nd@pz{;D_9?TXIYNFF~EMEsiAB21{@1-`c={_diW(|=}`_8R#U7n@f^zV0r*R7Pa zR(YkzN^?G|2-bJ5|3}hU$3@k(U04C7l$0(J1f)Sqkd)3xQex=tW@sg(ySqWUySqDv zPU-H3Z~MLf4KqJxPVBSKKI>lVx;MJ=_+pbEVwCM+u z)F_lRlkr2|FFqaa7BJOLQ?Z$=E=v}S3B|RAU>`<^&&=C3-VC;q!KcY|yX3FanD>5% zJzcS^n|6(PX{=Dy_wHEu16Av|fGhwYs%nPLz6TCapXn;5Aq+DMoM&jrd@<`r2E z+;mf^tF=I@r>QjDN||7iaa4pX#ZRu)$@e+a%Tct3Ghs4nySA-C#qs$Qn*sU00k2(< ziJBFYKYXuDGfpo&dR8pH2>Tja$-5@*ZXQF*IK`aj8|soYe;JbRO3&E3T|J;s*rqHL zk2|^)$TQv7FfE&8QPA_QT2ai-5>=(O_v(OMUAelGukPt-JNk+HzU0mB^-=NeS!au* zUOWS_DbrEBQb-P1=A0-WGC7$qcpT{rUa`zZ;sB*WHPrn9Ag*9`zj&|dn0(P&8roC0 zWO53g_x5LL$wzU*$b5s$rj2mdsnA;=F?`kJeG6I#kjSn7UU~fOQ5oO*Ygv7O8iWe_ zo7nW<*>BFKU$EvQho;M7t5>Vd$L>s?7h;}Wbeg9q9=mZK0h^l!9{;i_1(%way0cwf zKAi6z8r2@P2WqD0j7s`ZDS$y-<800b0|{VEK)8cg{)4!uJ|29;lC(iu z;k~_Cxo|oQ7H^yQ0k=Ue@mud-CzSAO|2{io;3S?KH9lydvb`-P55G7d3p_GlbA+en zY*DS<-$AP*Ui`^N%F`o$@$+l|z0KO5jAy+UYWTR%;Kclj5JUs;1CRVHx+)#u;dhyd zdD~1MSmjFHeYYZ&7O1f}nemszaN3e`xL=Znl2R%qg8NNtai|g`t32zCFxB{&x@Kua zo%eafj)VETyrw9&62{Mvtv2^Ou3Ox=n@XmtydG76PWni9A$ApBQgnKeG;@OYQgt7w%&OuTL;#9FgoB%Ue4P5{`x|Eqqx2ao8I)%Rfx&oVM9=a~w^VIWVC!^1ToY4ZCHc~d!PiXimR2n?w(`p0Uk zBqX!%4V`*`;bKH}e^E1waD?0%P)C$Rs&R)(w$T2L+~wOwuxROq&{ja~6V}9L;$F~! zvaB%zA#Vmt>TP%0YGrB43pHxjS>7j#gCL0CVbmKDxR-F?#4;1|4$V!$ztt=VOV~Ko zyAX4{r&0z;wB-|75MlufLyMIg9#a0TnejPU7p=#o2sDtC0VQ}F@<;K(SxSsIB3B?m zGUn*T_ikxa_~3P_$9a?0LyGiryNv5f?vz4Iz|GsDxF-+{Roc5aogJr}u*+e^nCq-v zcF8I|gbRT!oiqjyQmfKyEdNGTBD?}a3G55f9QUrjcO#S+V-7?P%GH_{E0*9dd>zNJ z6WcJz2P#g5VKc%L;PE-W0-{asIfAF>@{I>XA9YM4EL1x79YVU$FvmLnl>)lsGx}aO z2vL9pXlCW3a9mJ7Zq_LPNs$0R?5-K?KPXvByN-~Hms=2a-*kD0@dHLbD2A$AP$>aZ zLC=^pigMz!!|8Qjw2IkA5x~;|iolki*h>4+-{IgMbUVh&wwi6F9BMW}7327HT#6NY zQ;R}=Nst9)_G#Z8wu0?VCD-LqbBP*R$4fom86+1`jhjfm`0z811j-4I*`6O_bvutU zgAIoKE}Ne!9V|_t#8d3(hBE!tm-4G>3%wcBeBt!CkyU2i3>#(lDAzXO2WCu)cI-l} zt7)9i+`A}f6Cg)vyVev&)ee22v8jyfRcYBF+Rk(ViDaaeCm7T9CAhWtIX0)3-;k3+ zo|2iaM5?)#*1rGFLX02aYaIT7C$@BIfztETi zX5fwJfnZeCE8*|j^dI;3h21j?@3?k8Zx~E zc{5^T1~jjy6Go6uZ)rgkk9WsUocm3qsz+n{^JpwSvX8^^>VuCcp=t{{Z&BHW3?KvhV-vuq_kry-n;!K{YbcTQsGBypWqFyPGn=uhk1K(ISf?$&lpSl z3%Mke-sAr&cDZnRpyCrwnnl5t9^9I-1cQv@NLbrUklnxke!h)L(ZF11a%RC`F^bkZ z=lWO1$3+yx-v{(@zE_5YV^XKL(FKTt>n&o|;h!)HKhBGvD6vS~cFeo?LEP_)xSX*c zE62xg-a8%db!z>9SYoC$TKUjL}hWv?R0Z`Q-^`P`g;Kqiv}#O1y>dUJT@tmfBeq^E!YU&6Y8VbJohP3!gQ< zj~}YJg7G;CTMWSP-}}6uWnWKvLCH&;mG%4{eyv%u5lbmJzq@{hC7qh>=(BSAl^sr0 z6iTp-jn2@yySr;X?4$o{7YreaaZweZrOMig2dF3o2V5LoT&kGTNIE_1fKfJZlk^5H z1G$+Y)G^VL$`ywZ6glmO(?7En73pa~5t}oR_eO&(1MoaU5CnM#{<9Agit04J;I0it zX#};dGEC}u&b9s0A?s-2l~lS!>;xD85)Qjez*zv5OBq2Ivat_GaJnFYessw%B^Q_U zWx>`i1@_Y3&(Lq-Sv&1@ZPSq?qXA?e^2@B&Bm z`+&9nOcAplz&)c z^AXy9JN2z=nD1k|WxvfAvymLqjx+(S4e)fkZb+TOfpCXreKnrEXZLibw}VBR*tepIeYDu7}6yS@^&6gXplJHI!15} z>8EblZrS8OD(AL=4Tcxaw3RzHemF&+<2*aEaYKF!6O@^1KSG+5J%Z;JKPl$Jn2b_a ze-D@eFce(7?}Z+48_*s$#5+gw9Ke|ca>Hqi@b$|-HOa#^hmcWX-T+uZiwj$Z4c{fk z+(4o{48Xnvl|yryRzeE~A00U^-^WHNoJD~UVb=OPRmPirEMtv1E%- zCk`p8p}#e0lz(7A!s4o_itcJvHS@k)CytAr%>#S={x|N`B~P7(A!E-Udt`8KGQoiU zTTDA^0{lBbfsxk^)~0p!@|nw4DzP2;BXfZxl>8A1=JZ@vn(FeU^%kI#ZZ9Z^ z4?yHnxa4$u(ALw>PF?%a;0+nyLYPZBDoJl}Rou^}P1V#^QhV zQUO_TA?Leb(IHFcAmfam#hs9y0hV>l`DgM(!Onr1F>7vnn42Fq5~jSPi=yRW8b_+M zj^Fz$X)u7A7+R8_M-j&=XRUWE$C_s44u_|@(nwa!RSZ-$mb-UfR!7SZ@`Rj zjkF`^%h)dTlpMqo$d#92M|JrE^V_gNjbfen_yAPH^Qi&s)O($RFGwmu3h!u507M0+ z0g%$ja*U0v-73uB>2VqVt2hT^CckQ5dhcaLELlP`9mx7s#5iodyI}+un@6x@$V8^Y z!+>g1_5hu9Em!eOIvqGwic!xhdbhqD_;wtZ7!A0_Ahkm`!WyM88o+3jO6ehDm-#6- z`m5&ALjg5g!IYBCVhc25>4El<8L?3-g9fDe-et}sKfR1OI;p@smV_>HnP#%Zx4Yf4 z=vHx0<99OnvlSH~Wuu$OW8x~xO~H&F4U|B+hjp# z19P9EvUp6K+acV)7jY`4-T>)|^?G-J6$oR74T?OM*yl*{g)2FA!W`D+%4RVo!xQVV z5UfC!D6#!IGyr{@k+K^|F@+%f_#|DfQCHR-G&QCCk|VHE6F1+5pW{vtn|pVFHfhs$ zp0YNkB)NKg?6rC=a)`aN@9;$AS)fHbNN%b9hX(Z-`@tYxI}MO(mdf9zaX#%D<_sv- zIIgQ#2Y}L$lBOb`oTNlUlXQ2#PBu#X@`#IF(og#Qk3w{ zht42M(x!-kGH*bqnhhcO!)GtA#*AYouro&0Q`^BpnuwXUD9@ZLQ8bAN#v6QesAqYvP;0zgu#_hmbo4=( zgwZ@mW(O3-e&kDKmXkz%9P|y!UZ6Doqbps|w5a{Pa&*!BrwY{(mAB_}9U(-8f(M(k zoWg@*?ypGT@k;*^XA@qr-Tst(LDi3-mki~lO?x3P3#_uf7u=-MmX>MM)#VhvVg!}A zS1k42lA2&&~dT5(lC6pJk8nY&s=1#U6m0I-5VA$y-SMgphD1xe%{a^;w^m z?ro}R4jsg?7e%yTHMK4hBWWcRb@#6?2*~x6Mpn;NgigCCCx0Nyao+5qZI29X(VCSkIqiOGxnITd3iD@@(emMPJMQ^Oc6FefVzzZS3=Yc$)mP)vk^SPwK}=k*{;y{PE$I%qsXfPT!Ed*K@FQJK`Z1BI z9mQ1LKqZHM7tsg?$g1J{pjQom+OBGb9pK9U)Mq4Xvo3S=2nG0dpZM{7jT`H15wO=XS6%{|e$>8t&TpK_^p=%F3eCyDt;h6^dOi}7_0Z#1e zM+PzeA2+Cb*XA}d42(i4bgeXV8snhZ&XW)HJ}6w@-Yw!RjAt*rIyE};BP;xt<6p=3SG)3=sFpQ?g1>22Bc@g zuyOqtsqRaM2ONQ^9iZ?2sM)_)Zu%t1yVor}sDdZ1D@u)-)j9YZ2Iv-HK`JN^EY8=$ z!Lor@SHXo!tvy4jgrRrcREWKe1Ef?|IS(wVK^V;PHRfG$W{c4O8#a~{X;;8B_>#A( z*oyOO*=X99oL9MVW_G}XT=0FsYwl08 zyBzq~ExM4JBI_N1Fr4*4EiLZ!9k{>lXuSyAM8ea96B4WXqo)K+nuI&X#d=Z%xwshz zT*RgkZfn(Vq1A|oT6?q0M6>|puhE;5orTHHZI)D}95k7$)Fg@E5)(8Dm+~WhGHd-m zonX<9gYP}IzeK-|iFAq6#!hQA1-^1&77hSnjO9QW<)vDntug=YQfSUnr-NIr8f z4CyWYz#Q|Mt$A+y`o}^ixK$i@ej)@aY9z*J+oc!Jn+Zz`@FxZHqpw3`P6fg^ughw? zzXTLnl!?GYy5LdOh)U;po7(3jcA9?<2he`1k=4%pt|P zO>8;rAw?%0gsA=nAV@2ng}o9EU)%8jaCOD`>dzh&k84ZuYF#j`L}r2jNU#336wv^i zoxZf=qM(&AB029-p%hXI5dNrmo?eZ%IP-fxRX5(8mo9b39lL*gq1AF7^Uw`DTEDYn9Lo-!ibj+&N#{C-X>4lIzs`s4rz;2>_b z;Ji0{e{-O6yj7{yoW$g@C;Ou1CZFf_-#f>x=X^ug54g=4BrPqqHnTBJG5w(n>az50 zmyg=|Wa9#e&E(IA!nHDs9jSj0|CE%!6{bQavI*-fto{KUQN4%K0IlwD>F0#Wf^{IV zyrYD|VMwQ)nt}W?`pTR8h4R-3)cS91gF<0ums= zwRY)FDt<*3R>|Z1In-S9ZqXDQ($0eQZxUDKbK2!E(@gvr|H;*+q)Tzjt9FIo*$zK)5Bm8C(Dr^SC%)NXKr0)(+;)@1`|6bQ-Cp_&x+oD<5&u~(Q@xB)ni!Lq5y;4vByeL z_bjw)7}%lo{L@PhUt;RgRKzU>)}WN}WIQ!#Djq&b@;&!PKBh2PjDtY;g?=xIy`LyB z(6y8kvpIHIX&bHM<{bCxiS43=U>9tVnQh5M&w}m?U8$j9@@WOe8)nR`!CILg6SfW? zt*#-Ik!_(jAzeUcL+n+LjjTf^1O_|<);TmiOE3wgGgS?$#4$iL;-yKq`#BFc{`tGy zwd#{bUF%M6<(B&Yy|(ha_C{DfPtr^?=M@Q`Fa+MxC5t^SEFNLDF%gxqe~9Nob^I`r zE${``)%!uu+j#%1h@jI$MM~KC<5G{IRWFG&)$xDpN}l>mYXZsRJHKKL3LFpj>r$Hg z7v@)|EjvV$PiHStAZV^UmPQpJB`qgtnZFQ#`IEi$^=AXik`4O`>v-wq5q&>36({3h z<8*Hzx}$j3J040d7In2i)8n$gq!T|&j+Q_Il48D=p9=6JSJpE0NK*l8=6ZbQ8{kQ{ ze~ma-JoO6vg5C!YZ!6c=PQOZkt?|gm<%ng@##OxuWfuSeH$WQf8$r^QV@ve-&E?LA zRctxn{+IBCQs47v7F6vEY?B0cq3P1x^hz@f{ilz9#pBsso3?Zv(^$UZaEb62l-(Xy zFd#7Je`tfamWz)b=bWCEYn4u|_e=ldzfHJKQ+EP5!t(YdK+|_f?IPQyGhK0+)_-La z(T87^A@di8HqMihNaH9~dmea%26=y)E5VVTWWofP&`t{-zY6Sh_=q2#??EU zc`d@TFLUs~(i4kA8#=&P?vNwlj3e>W+M%G!c0e)N%NDjAi!&fQe%=gsKY#J)Vk4&s z9!Ka_&iPZ#Pls=-O!B-Ae?+^Lrq&}VuVGz4iE^ zTbFwi#YGX!uF(x_YnszmeyCr} zQj({u-+J!>$dFC;B-Is?ZH&V)VP-3%R73pY2;RTEpE4t9Y|01VE<52Z-ZC9f;h?GN zE~M*>4}^3@OxuNe+*nfB%y)ee?Ea)sb1oTN-UOUtdw@NrKqgo4_y%Eahrg3TY$eS0 zkiA*kb~;GM^S;(|@b6#BMyF##Q`11Fmh%++-|e1{rOz=Dm=0UP;5zD46cx!v0)lv1)p@0+u>`>B1q@oTEM?*cF zpiK&0X_u*x5$*ZA?a8q8zzVR*cIoE^lGZam?Lce<3a551-M^Lfk|c_LQEa?lUd zmSsk6Ktd-Q;rrmsSlb>SlrP47>4T+5uL{6Wzkxibw8!0iOCltyAwdtZkpzq}yH6X> zq%VQimc{usly*y;(yo5{E1bLM0gznd)$g@R-IizUl*%=1SuSaq2p(F~Zg#3Bu8+1i zPWNN*vt04*zK@f=1X>zEh!K=0eAx1?P8>@>_Vhbn|0=1`m#kg+Rc_{Ng?Q|1lWmma z&3@v@*KR|bh>$ZcD*_09vK;S_{8Mt~?|)*Yy@@ZoNaPFft`u*VnhoxB$GpbTyBa-k zb=|}@@^>i|YHb3Iw@g3b*NJ85)dNju`QwXaXrC4g^j8J)8M`KOiqtOk;_&BJJpe~N zOV2>-Y`K(8AqU;Idx$y&GKhFg><>oZ-`k9=;};Y_rH!frhk2HUq3pl^nkm}5FR+D! zv(HQo8!Cnjog-p=^ZZp70KaSFTs`Qgf?Lv$<9}I~8K9+nj=H2SK;%mE2yUtdKrtmv z-K@I4Xs=l^%58Ge0;@}@#JpYsvR3g@3&+@w^}Gny7BWK8^-`J|J4LcJ}u;gn5MgpciE$-26ux)ViC9)3k;!?RU(7 zJz_W#xTnf2rA#yDj3=BddQ@OaK#uT{M+LsfB{iU!wS-Y!nGnvrnbF$W*W3gW0TQ3= ztUEIw%2Eb!b;`pS7xL>y6@Z*&uBtQIyt1*=OW1zqV0Eu{xJ|ucgF52pf%5AQZ=nMT zodp--;z6k6VO1jk%5Mg`=mUDcBmU|TimcR0lZ{%oE+Ub`b&X2MG`HbEp}2;wTY!}H z)6GI@-e1h*?IH&&l?gp|lUw=rWx4OLX3R0s;twzK?x5TkL$|N-~PJH&3>kgr#9`VYCNW` zQmp|t3Mo3M2Ku~WON+0TlbbQuuxBUbD4RbD_=+D*uGnWQA9*cP{yVE3%rG|in#xrD zqr&IoU|+>v(BO7Z&|^%FFkw!pZX=T_*nX~wR34ek7f%Du|6NeTjJvc+%j=Fp+D+d9Eani43oxoeeM zHy_*03PYgN(gjEJhFN+TGaF#}8d)t5EMf2w5PM%yqKEI*gG?N%7S@82s{3RWBPBwM ze|1Jn_UZ{PC5T{oHAT=-C%3fSy#~182pl$(sucT~lcic2^Xc*w)Q zX}jZ*%DW_f7;foel#=O@_Cmh7PVm1-GA-xpwvbIF4PzsfM(1EiN^e!0@7>krdSj#U zGIwla-kI4sej1=E-HoX`10&|%;T+&udQpq!z#*PDU& zOCg?wS>@i~nWIcCd|65(Jr)bZdEWR^+hn(y#5cGajNylnYST2p8coX}Dwl=)O;Kw* zd^siMJA&6OE|B!Mxr2*$r`QOS)7@}>?R|{E)6WYjHpc_CY(1I^F&XjTVenh1&s*$n zcXa&yd97#MeAk~iKR#~rU3P-EN;f98ZY6M^hs^*px5S3Mx*#iLSX)05q>El5q5RH7 z+zC67M-w16VR@I3P0iLmX~jKzcJyQf;wDcovC1uR~j(iK5*5r}A}^>AmeBx-ix5 zTe6|H9T25u$x7}s5Btl$dz&JeVSw+)Jyr)d_c;YMURed*|E{y zr4zdZ5;*$~0~qBfxsMPTk*s$A)dSEe-y$TOehuFj1)?fxA${6G zJ=T8TI1|$2R znF82GnB75*A%KDIjR-YC2*mG%OQzNn`87q+5=>wvYPLCgL@v_(Z|S^ zWhRJUSeZ{0$N+Akim?y5NYaa)w}B@9UdRuj^voX%*hqf7-A>n@pzztOi3InRA@xliGM=nC4#umGo=+0*u% z>yH!Jg0~`sEV;BwJlMZHK<3`(QW&0b@!^y~BV7D-mMcNvQSt3~cj5c6sX3g_4ZCP) z*yB8I?kLRfQZAs~dkZdl^kF+B_OJW`h(L#;&hcg-R?zg?ku%5w(}R9`Yrc$mh-U<; zrU-S+q6TQ<3VdPtwU6OUd6SRe(v@sILj`ju$467sB0T{gVBea=CO&sh70~0VNh=vM z_68PA6Q~$mNa)ymcNE$Ge)WhSy#F@dpL;8m1>pw00`>k$O)Q38Nxidg%bPli$@m4+ z10zVU9A5dE;!o1XUi(r3b5(Ko*%qI^6oz~jXOnmPN%nlnA9XRDD~ZJ~-<^!BEZ@{$ zx}&auDr^p4{4@7(3f1ztfm zURB zJY~a-0K|>QtUObdR}?OhK-G9UA$^d|$+3rxgo4BfAZ!X?<525A$bV~b zqwN_at)L)9>|v!^7Q+apU8+A~zWqQK0ZEHRMCmJ?YxwQy*9sWMf3KJ>8Ag;v&xxx$a+l&C4C z?vO7=TvQi^3G(zICAp)usU{S21g#*nD@fM3Si0Qz&p<=L_BU&g1o~F&`ZFefCNcEd z7XpD~{F@W=%(z^};ui5iI5IRN$)2V!#DW+gcL)MV1bpLxJ(Nu*kFJXSq(lzsCA56^ zeP={LtD2ON^*hMqZb&c?Jh}dL9{lQoK>kLpRjl3kf%!MCHgiRcWqrN7ggMZFb!ZyU zcQ+I;>=FE!FMe*L@;8FWuca>11Jdmt3IU05Fp$Y8 zTADk1bUt{%1KHL1!|J{CH&kHN)&1%*Te~7j+@lBDNj4)?`Ij;(gkf>I;)mV#z6b!l zLH$cZ4HLwPb6E5?X5zf{zk1vRIy8q*B(ECLt$8m{_ip$hJ0~bU3gf*5hE*_(G>$&eSx5+hMx;kewm0MJd0e}DuHO;Yy~7lun*rz#Ky1URh!{% z+t#(5gEZB*tBFk%YzEv;&&2+4eFO>W>TY~+>WVrGdniRqAYdj3Ae*x8kUHKG2fyBN zwv^N|)9(VTguH#mU_w_>feuY>w*IF$y-D>Kqb29JUer#atQ?e>e`P^jGz;dOWc}38 zAoOjgBVA8hYtTjqv^{j;>KGei0KVT_K6Hfs)%Oj!=}fE{e=>ki>%~TS=Ue>BX|g4! zcc>Sb6ItLsL*o!4{BM#EY4l&3FM*bUHfq_mBt61tbJvT**<&SYt zpzq&qX-tO!tz$q=$46hP_S*}+=)>d*kOVUU?_EwL3&r(p4n=WI$nUB3r8(S2of)}1 znCyTf={58Fvw697Y9K_H&q*zRAA}OY5+X+I4)1K+hBz;lwmAj~0hH~FVz$0tX2h(s z88r4uu2q2VGe4sIV)m^czCu2^!*+mvOX>JKFs~)3*~0Nl#KFLkpj!94&B&-dyGFf+ z`QN_sDkI(K?e&cDkI?6HQYILLNmfQ5!YL#eohDV87$?i||7MuZ{tHYUa|5sAaERmJ zLQr>m$Aks?L*ny`Ko>z;XF~)+py=rA+0agq>4EHRQjP%-$-e6hxjoS%SIU{F%zXmT z@NL^IAFEazV`&39aMPjr@}vR*47llko$IM%8gcUNFG_vdUSNdmK|dc{T4V3JEYtB|LIA$ z1hSYmamRW1)akBGR__zn=&?j8ZA{OBqAwisN;ys4jb=^Izf7M)iX6XCN0H@S^$e&U zXPD!~n-uPU2bU{~4CAfm_y|jiyK*tzKVO1Exy~D+91#@dp2?h!crg$g&jHRMiIR$b zFQ!lw^e8!Oj!cID9<{k@f$;&``r+gqAWyCv*0RRt4Ge;yGF`WcnjN&>vG^Th1k%NS z5l@ad2X8=kL6Dmpa2^tRqK9PAC1K~^&Vwe05|%rUEC&ChE@!SkDffd6++!~=ayoC) zX-T}tSk-z6@_Z=(UhqF}KR^8Mdf(5vogckCZXR%`0@vmQ@rgM7}#zlDBKN#+!j8q(oV+@gvh~Yq9FEJqX6(Lc80!VS5dK&^R`x@Zd zs($>QM`b?~SP4d)GJLr1(BC!B{WB^h2MCx}Qlzc>+0{>#O*(*XxzAu+_bSmHJrax^ zsaw>6mtj^yGpOL&! zaTwkn0V(+G#c@rh;d1$SWzyamk)O8@s)n`;`#07k{Ov+(U+H{5{q6b9q*KIbZ`iq_ zr>dc>$zmPQg~u}4U7U>|)4-NdiTSltLt7%>4D9dlL}o=W26th%DhM_X*s7YP44-A% zj*9|B{|JZ$(YmMADu8)tL4OAuOl_YQ2y!4IJcFVpEx)oGlonL!Mpnhu^9v9D&e1cp zZ5bZ&_I$P7+jIIE%oQ{p@n^bx`W!&yLeAX2T@7#9qJiF^CTEVK5|+udOy%EGDO$OU z-&6iJxJ77B{hs!#kglevOjT1~CW2C69cv2L)bTcA5D#pJyhakm+T3*Dg~udc2n+rR zmx$VaB$s(C9x_p5eaXJxY)V~#T}J6=cl5=UN=cM+`#T$D`1t#JnS33H?e^voMcj=XqQy;qW-$O=1q2|;mL6gRhb$cSmtJW{I%nXYMa(0Iwntqk zFV!`fx@AZUJINvV|14vlEOn#{ubWlX0KI8;b#luV#8*t4OK=}4fFN1SwNUnDRznu= z^?7||5iaAWjbl@rz>u>{Zkw<%aKIvInLhQt1pPOFDbAwusRYNUPd!Nz1or`G|LcdC z{O*-QJw8E6{%_=#G!8Mz#QWXOoBAv5r&tK-MOlsh&0}qIHITSrFa)I;&Z|60z|1;8 zUy8<2*li-|C?CKQTU7R4?Y&m*%lV<*E$vFR_{{a_n7?N=0Eo}PMtNjnsfETdxNK-c zqo+fIRhG>?%0?+E zHst?ln?>m!7I?TN90$6jDD1)YPdtwVrl+B?$WV`^8O58#T-5N@QEPxq2vnpd9fQo`s;)^xwf%(`S>7o;q=f#sl`*# zNzO@5<%)C^fT%e_b&PWDGCyRoQm|4`ct-H{&UJN`+`kAI-tB@%2&Q?;-YjtarOjvi zGylToV`)WaY* zb`)vDtX)c1Z|@~&TRWnOj;~6P$VU;Jk2rg|`Ay^c7T)2j=GpwQVr$s54c=Cv*L1fp z^>^*-!(J}yLFK?r*F(elu$n4}V4Q`y82YS|IX>O`W-8}#{Cunjbb3yTsYR%r5mM!Uq9%5; z@;P#)X}c$U+NR*S;>_)7eH&qS%4_+UCtOW?y(9Aktu(^U;`PGPn$@dXWW2(5{TfxpIuoMLLJsbh? zaa*?(cd=hN*DV?KLS}t=JSzD)_J1!qn#?fpH|v*ZuNN_>00hR%jPKfd>DbI-Ex*=C zqWQQXHV=|ZijXXFkYcB`p|~aZx6li!u%f@6qg1l*j44{LmK*Je)75(+dE1Gjv zb6Bn>S`F4K)TKVm@wr-CN;8+Vs}Qj-dVPO6>%0Z_Fnz>Cwyx%@CB8fpcI^Z|fa1-^ z>vPQNCcPf!I_3%cQ`uTQ@e6y5b1puf&6=*+I(+rvlFB-EgF(`H3mKVa7&SphC-~~k`BB(t|GXD^{zAhl&SkeIZT3rfMf+oqLp)j! zwjbAxLS2L2R&z>^svlS`-#=9x7yclz%KTA7Ju=@p+`clY$#M_1I`X2e@9X z!Zciq+ zML_t`3gb=@;?>e~4sdw#7~j8oNg>boU@aQzy<0={M*~4)V>%Gd1pxvr_@QbRsnQeI zR_X_Kfv45Y$BfS@{pi?i<@=F)7F5$jzU*A)FuC#?Db6C-^mt7>%b7imwQ(Si$2Cm3 z=BxVx#yp+Fe+X8EeDxwXZRL|5k{_>mBUX^&K!1DFB#erZ5D-1e31R%o;Lv)vEPJ7H z`@Ji0umUlrp>#I4EYI8Cq}uXPWR!Cb90ZR7hw;sAF0qh7fuCj-3GeRU~j<4S)>2a2kHw7KbJr~oV zx02@ew*HbCH-qZ$HkKULfCqiHro62$!%&f3ROvEyNBC>{hlPewI(f@5-k9+d5S|!R zBKC;zcEwGQIGuob_?12m+lgQJo$SBVEPs}pm2V1i-D-W=N88g?ju#TgS?5)3A*aVx z1uuiouF7gggoAv;PUf9a{N{D7O}2GhPz!>0d-0oBwOMN!U3bAmM2J6JxT;cwJ$_5g zZNZkzwLiG>HDskutO;*}UU1*Rp=pMzD@QO$1^;$ho0ewG4vl4@q~*5ji4`bgzhY~6 z%!0C|?e|PYeiZF={i8u-mo+{{%I)6iw(nH34t19HF_M3nF>C2KnX^h_aNqI z^T~nyQ)L*1O;+taJJnrHyvZ(?3SS;RAYNzKxV>!BT@g!Q&ixYg2VH1tLL5r{y)x-f zZ5&jmq`swW7QZ>Rq=Q&Yd1gRUg*h;^#n{WOOJ4!XuVaOnvV|0M+i#mBxwCI)E4nD8Rvfo+8UoX6L!_*rFSX>Gdbc5$f*jr4Q0vnbvzw_i z?2EfzBQw~cr*FCzP-6Y*NN z8r{x=I3stQywpc$&y+btYHf}mI1~5YrFRm)Uq94kt_$gprciloy!!C-bjM?Ui0>%r zIhU^VCuz31@ehbH5%w(QqSw#gJqJSmK=Sws>Sesjdli9|I`q|b|D;!2hJ zGs_VQiZ6R8?!oh|A?p!=B}GPxef&3{U^MxhEf`}?6+wtbhzhz5)vfrYv)Pq?vQU>k zy)C55?$iI4wnM3suetE&WxMQAGV2T+BHKPA!UAJvl?yaJE1?r21=NbmuTix1eRjS2Cy7JJM_n6Pv|n`I7!42o0eI z4j<3CWxYD?#v))>xSa7wBRs?;mx=CZ) zN835M!ennGK(lc2WsVT%5G$qF39w#yXssKVJ|y~haH!2y7gd=L&vx#Pg=j{*e)u<4 z>iJ-xu#=cd*O8TQxijDfUdCCK>#DYsvrWZvu45eUi#2D+G0nm5YHstf5!uJf82#y4^Vqt7LJpSW47Q(HJMfM?UUKtRaF6{%_p-lk^=N(Z9<~ z@u7Y1YjIWn&CuGaQm{|y`mxpWz#5*iy_Om3Hz=ET-0?FKcKxxP_ME$id9X&OwK1a0 zQtF@7rcK^)$)|=ycCF%v5i6=pSUul13hys*l7+{dY+l!^Iz!L78g8W0%wFO*joYcN zbysTC?vJ0-Zr`jtKV1iO>pp-MV_PxWv!0l$w#_dKALn8#k|okd;Na8@iDxHzvJ#*U zT1(YAYG*_`K4W9-*Vt;v_zeN%O?@@^0pjk5zlA;hy9AJy7J_DGewF`tIahj^_2
UhVd!kRUC9(wV`$5UfX`(ZJY|KsQ^fU4@c zFiayQ4bsvL0s_(qh%`!fcXyX`Bi$e^-F@lql9ul74*&iAGtM}p7tTFr$Jy&$&%2g3 za(j<7HYvmdssq!yCAMtX_!Dh%@cFunTme#f+DT3V3X$x-nTRV19?Xv%cO-Y-v`-Ji zFc>i6M1*NQBZ+XNW75CjSA!?8UHZj7%CKt*(J=T`Lv>YrcX&`QXwRTP{~3`&^>RbI zoOl7RH_#n;Y0(TbTULd4Mnn{|YfGV6t~Cxh-!H*-|M8UriGV~R`Bk#hwhmf}1NrY@ zUh2E<-k~Y;Bx&J?gtptNsj)0I<4!YIogXz?51}#n-z%S%?#u>6zOl5mXE8WNwfL@V z$1Mcn1Tl2-RL=(nlSIT_D{VWx3Vx?dUY!a;Hk^tbc=$X2C+ky#B+Tc$Jbs$LlJlrV z=Q4l3!rWDBgf|SIGusa5Z@)hH0_t>5o3o}mMKXI^W>fzWmMA^4vcCO|e!_`g<>_6N z_w~LYt))CygZk5AT(pxV?JUd5FcCzgmx`=7n-W+1{`x&TUQexAE=7!qiu(@5%}6>j zYvpc;8jfytTzT`V>nBHMjd+qHc7&iU(Rr`z2+tT1y$n5&zQU)rYVTUE^)LgX7P(XUSuqZw$s;mHw(^voojJ9KA2dVypmsA{8J`{u7IncJ5)Q>` zOSpg4ZFC^5f24SIJo9cy9jhg(h^6=9^aaU7sJbET+_n^IARU2zXx|5g@_A7~%KYBg zD+?c|lgqhjx!`Q*qY6ru<2H0{w>O?GX$x!h7r30B=ZDZzQ}223HTP!%-dV5Q52&1{iJ&vXx4}DC?);?a zphFE4E9+H45kI`2bn@RH&6Sf|(nVP4bV5Sy9td_1D#}%m9hr6tdAv6~1Mv^f#^*QTG8nv* zQx;VPIc-R(<#6y*Cgd2PGoZ(*$&BAONroL5Nk-|e zL9%P~OsW)-s(A7A4oSNJZnDuRZ0JuO^A0a|M-19VX`&mEh*^dt|EQ7_yaZ~9>gg}m zPZfhIj#WtGRHT~*hjb-Ju%?^nRc$8+Qr_kwdsdsD3pq>^AkmepJ<2B&O8zWI-Rnlr z&`FMp7R^}b*b}-XJ%eWbM^4W^n?YZ^!mw8J6n`O3iscYGL4Z?W{h%M=OJaz zyq?9rJy6!lF>$iGv8g!l`N57Y0_^{)XW~+tVVcecH#!vukFvY9$aaSMcI-Z^J_2QR zv_)8Vj-nR@%+S~JeP>_Z#MHzj*O*G;C8f%dIqpzTej@0YZ!S!$J8xRIUdWfI%hcyx z;kT^mK2m!2>CSpfz1lD36D;NvTYT^o)|?hQMy8(JJqD-&dwq=RcoFi?thSQ(L^ z{`S)Tc%>PBiX7RNjP~5P2d^SRu?nv8Z>a8U4dvy__|m(Y)+_g6E?nMn^t zt-f0|ZUR|O1~;TiO=+}S=v6!}-XsmOl#=F-G#4L=G|NK9Y0<0FvYp4y%O@AN12Q6o z{J6jOI#tgkoA~yI+Y1y=*D#XFz5~NPDDxOt6Jv^vUairTzmUS)@T~LQ4~w&dB)s_6l$aFnv`y-%fsh4^pede6v}HB@fdlr{8ugvL^P11ca4x7@bI3Era# zn@rm*b`9|FpNH;WQg#BcxTTU+)P`m4OM*Iht380Ykq?PZp{G_Gly#7!PhNL=CI?5E zomEQHg4B^L^NmX4W?pa6eCg94Wn%U}f{u;U?@qt6m|~%yC#)tjWV;4cOtSj>oZb1z zKRh%$?)lKP$MC#suwLeRy_Wx%Ff=5Yb(OIP^+8BT{=>rK>m#m*mqbu146wN49BUD1 zIijI92o4}3t27Lk8sHHv@05RJd?28`nPZu&$MwUAcGMY~h-K-=RgjG9qfT<8T|w>3>9 z;v@eEi0t7JWnCA5YSy=4IKpnp3SpnS@1554GZO@V2 zu!TLdLZfrF=T0aVxAA2R6U%c~4nwxtIKMGbz(E&qKVIrr zJZQC@9#w|~|E#oQ-CRGHN`@tyu8)bbP@$iw<9zky!z|J{HpU zSCd19n(INKW!#4|y>Xo>C8EJIDOfCyv0zA3J#eJIRRo@|C#j=VH4OA5w2r_LtjeRV zgk&lkD2OcTsz-O^M#jf8PAnsv)d~M>tX0-KFu8>zm&8rVU{l$JKe}OY<>iz)IT#t3T>^NUk@63yHeAAi6iH#=F`-97F22Fd%|%nER6F!mJp4J6(z}) zuVGZC1@vm_v>f$JiYI&}-@1nBQ0|o6W*<{_z4M>jubizJ3|n$TAc-z>JDh@rQ*wSB zLM*282`uHmkTT=6YIkltDL%I}d8tDb`exZH()m<$N}3$hJ#)c~u2>f~B;zFJQ@uf9 z5u{PpGH8aVTGrDlOmHNGaH;MiiTy)23Fgf65}e@fc#v&B4`Q_&AaVW1(7epg?J?R_ zHQ{qx`(LHGzO9S%M!@VtdF}D7ZS)h_dX1uYhzJomKL$4?Sd+fsm|fow99*I)TKx7? zZl#;?d%Fge*{*NGUX<40=oYoXO`+yup6QwNhPcXzr~{K`^TdeUwd;$;=k&#hwKwww zhhDuS0-Sz_TzEc|qZ{)A=>e?o`V0M^uC?1$+C@R=bhB#qL6nKRIlhQ+nnP~qKtrTCpMl9Jk#pWN~P;lQcq3Y*GTUbon3k`;V7kI6dH*`5Dxr0-VANf;*(X7`8nA)&`qE8JHl2awfd_N z$>-jgD0y^cZsVZPWJHVAJmI_wG(=XOqSbvb`k!b}{?3VY(3^5XOuoHD{S&{%q( z!t&3q-XpV@o<Z4?R~$DGS! z!aQ2jU)&YLQw6|F_%vGx0SL-p+60*9ln|`FzUs>(ez(OhnQf<*7HeApivb*4TkhX| zZuA{&uAnk!CmVqrV`19j3%s(uU9AZ)WVu(dUKPx8ob|+TB(tk8O=99XV&xlc|tc2unvdUBEhsfBcd z(sb|l{oRslxg=Ocigi~R>!hk}X&Rv}Yfw6v@0Zsr8RR+hf6Z{i{2Cp;LKd<%(Ip8! z^mr=3zHv!*-XOi650o2S7VQk3gFmv6{55s5=J(YR*;-Au7i$`+;wwZukpH9tQ8~JU zu+KCw;WO`#_lGCshbI&|W;U=4f`v2OYI~JHDcY(;&6(Lf${Sl&tr%U(P>tz0Hau3C z!DOb|H>-1hGUG-ZMy#|{x`+{HW({IS{JuI+w~EbkbomG)T=TcPxsxT#t#$tztyQH6 z>_Tw;p&opRK1v4QJ2w8s?iRSIY)o*rqRsQg-G0izxTACw{R zJtYUk@=Zo@miwq76%HrMxE`C6|03q8EDt(=z&?+yJ)`Nq9IC2oYwz5FGtVctNdasX zkgcV;sWY7*{jUj#&+`@;2QM#j=YJLL&+mNy-3i4*sqRNQDuA*Ar^}ng|*L*3ciG0_Lu;g5*f&sCUZ{bdxlv_T$L$xva2qC)rQg8GT67hD; z&mkTYD3S+6z@uM8SZDqmCn4V5dT?vq`A1ZC*-v<01|dLm0b_N>FG6WV`UB3AWRY#k z&#CWoz5=IyOjm@+Cwii8tSlScR3F|gNiNLDCHv-=AaSU#KTeSK%HaL{E%%A1Gag@xQ^|uZEHs7*R zqJ!?%X99qP-qOGpm|Q(*Lvy&Tu{Q8yT?NvT&E+_#%t91}mLp&lsUs@5Y2SY+{2Lir ztE)cLriIXV?>$MIDrRN$ffUi+-s~#|(N~|Si$OuvW+;yr!~3WYnLC{(jt?Yy|1Jh+ zrM#V=xb+VIlOeU1p@1eeBDQTIHTz}mk!|IasM{2d;O&XhAob$Aw&%ftzynB$(w zHY)|cCMhb-TzO-rni#KMX@|}(uHsp5hxdWL2KZUgq~N*XK$w6w$$_`3$uU8AlJToY z$Y1qtYPNCaMw=GFKN9U9GLeX9Rc2batb2WGfSa?>@={iAf~Ds243PfC@e7Y2ByViG ziVzp)Z@dB{q?4z2OKx@T!=ve}Ow#9hs@@T{d|n&~+c4$8`KwW0rW$+HQlkac_QT#k z>)jS|r)$_);ld3n9M=Y;YOnShLd!E{puh<#T&2Q2JD^B1+D6v6*sZa5n`T9dX27|*hHB?76URv{CJ2O?f!Tiht5yh{si4OHo2=CsW zRMO?QZ@K zNVrwhw>XC}l=J<`QDDlU7j6{IaOY3rM+V=q<1McFQO@qiH-gr?3&ShVcDvFzC&Y3E zMgy<%H0T$Vd#^C`B=22Ii?wz*W$X}1SH3p-Mru5%J}HZ^lP*rUIdx3y-XL;sPC>5W zXy-0|?{H!+PKb$(m2!Xjp?b%Lx2XN1o%a%_W)&rn$XtD-9gw*0cabjcSAA|X&xMsf zR(-U9)7+kx`bXw&<(17#Jap<@2c9)TcIs&HUGp600^&II@3l8gM3BoaxS{WG`jEKGjNO&KGt@n|pxvgzcTU%yh+llq?XoVa9xT(;S`t9k;NW1rw z+x67fhgzX0j-}=0hhAF2uG^E-2H`It+CwW97)C5&0 zuE+7mcpD!J=<%UGqr(r$4tsR;ayg29#x(_0GY5))5Y-RewPnbRsfDDyITIdLsMV6g*R$;r6%L#k{#lBl#HSKq2D+#IF^*HO#w(RmWKB zBP4sJX880A>MVsZEyM8ssnC0 zp!a-BtGAf3=HQd$pGaLXs8dy)GL``j8at1q&{#oV@)OFoSL_v~YJ_W=My+lmMRcnY z(t({x?Ymx;1eM}J-l&Njy?gm~X8fP}aQ&l!Iyi+s<)llFVL=*cU^=5f>hr{T1G0eX z!}6T&bA$yErN-Wzm4XQ4o3;fXMhtAi>w}E2bqYQ;SXZZ{JMF-KNayL3(pNEuWuToH zL2eeV$;jRmIjqVJ`LAHt5Q_u-UUUS_WYbTN1eD^u@N#&j9TU36zQZS{El%*0N{_!C z@@f=P^1v4y9$SBnhC^wV#Ok9CpMELXkb1>ZkOF(Pp6fs*v>c7vjxJi}9(qSu%Ho*S zZo*}_7^F#fbr^$nl<|>HZCsvDH3Rou;6*n~Lmfc9oKFnD=#EurvLJu?1SnZGD=CDVmGw#V|5nL1JR9~Bo$Gm1=M zbi#@4m5*G}1W+1`q)yceu!g)&i8+|99zUsH z#EaPsRft!VgW#T^3B3PRu_%Zc>nC5_nOb|j=9p*tt7-QXV%Sp^t~5qvdF^1r*`R+i zF<1ZkNkTj-PEUP>yhe*LnlC>$+PM2Dg_9IJt@8N&haQ(>jTOp@w@gc&KeIK9@t<~E zcIVLIV5SFgjUnA!vpvo0?}l97HCDbWccddh|6NOK*XxFrhzIE-h_q71vQ%^yrE&0w z)DK3Mu$gyR>7G*R6^x`MlP*t>WPbD;oKg&J*06JoHsfVGj{R|QuDaR4?i)z0sgz273N$L++6Kg;7)5)S--i zYZ?hFu*j!OZt2{iM@=UZ-J6G~!QPR#T#0aq^JbUblqa75TVg5Zog@WMrd#M+-Rwsn zeqP7aTA3pGCL0;*xPxm@8ZnxIB#xRH{QV(b@U$fs_{G_26DD9WM7Bf@%|={+awlUd zSMvD`GeeqKkJnoUQ}5@fG3Y456QHF|qaaAFfxcN`&vK1jC^hh1eV}=i2hRaNA>BgT z4QwDL3t4c{%@n_-l>qTcz6wFDmWE1LBun`Y) z%}2>h9W_sKm~n;>vXLcS)iUjw9QyM`Su?EnOE;?hX%h1~Sh3rF;>v@43END>FHDMhesy}+KqUe_J7 z(S@WC6TQse{WtQdgq6uOEs}dn#&A4K#F>94bH_kEnkh#{W$`uep=%&LYt~(X4dzn; zR1I!t*z8j%KHddmIGk|!&cb(IkH)LWSJkTWlVW1swg?$|$@Im6+lC?)#*lF%xzZPZ zCa|Gxia5yL9X-+U#Jjx{y)vMYcEfcT`-<+cdK2D~S6Let0$c?mZ|3X%Wh5HVIHvI= zA2H%K7tRcXriw~+K>0Tx^B7kn4nsVix1?53;I3i=GKK_m&r!IFu+gWs$UZAmK@p!{ z9*iO>rH*n)H6IPp6X%?>9gOVVxG5-Ljv~^26Uxq1TG}s(`Ti)FGLluisaN7Q2F5Uz z7c!nSzZ8#BEXuUYLWk16->nDMqv%@R^Ra#V?QN)guVC>prkUqbUW?BfhSG9 z8cXA3!cmmD-hBDNAiCf=vIZlH26dd4jJmXU#qqHzA>HPODNTxOc7GgCfmZP}vh;)b zd}-+Vg5TmO!N+_B-Bbnt*=OR2+L)G#5aF#1Pyt;{?4Xi3o4?2F79zp|BGm*xOiMJD z>~#CKLe+z<=50VN>QGn8(2qOVND-VTEyxtff%=nD>FROtNi{RW6wp}dwL>98>gqtM zOJqT;UWtH{$k=?B#8iK-iWjjM0S+R_jSJX3T{n_I$1h)CT>ztn687zODvla#E~N7U zQ;TT=-#K(lhdn8jKa->v)#+gKScX;s}1`_l2- zGETE`&NSU3t-n~&lIv(AglzXe>y_^XzHirv&MiB2C9BUxgcn%Lg_V`)es`c6_Fs>q za@-I*5BSMrr)LrEy80hyUXhaadb_X`!|?RvkG%sN9NLY~uDgTFV`Eto78r ze&WvvvNb7$lIC#XmR20~C6 zf$)C#tflWFNKC;3dJb(|GX1M#hxiV^YH2$eE{}JaZ6oQEWSQoESr1!W^s#u4nzm33 z+^U1Si>kLdVeq+u*_WSkzkaLpAu_2mxJ&9QCPZtMSj3GRlDJME|0=#5XFU5&ifG%W z)r|1XYH<=lU$M#|kRQ4en!3^6s!zan>13h1rrd6L5e1Pr`^HdN^wX{M6 zP8*;1aF6vS+@;-%vrpi|(UjM_v?3cu$m(m-i~qUOiFY0-R(|2#vTJ;ojLsN=R0e5; z^#MKVNiDNcP90^j$F(?d=576)xkMHl`sKKNJA^xG|5_4$cG@d|T#vYdCC8aE87B{Aa~pOu?!%Cjwm z4kOLw7rC0Z%#q+kN>21nLM=>GkFx0hfUkt_E)2dV9MPo;BR>W>&Wx+Wcs;FYVn5GfaBSmJ(CXxOiXxd@t zZkaiJrPQFM;_JvW&A2oe&aBi}c5L|fR!n#neNM0*Qy%4a&rip^+)PD-`f>qPgEs+E zZcDNiBa7I|R`E-65~yQ66|7_%X%i&Bx4vmY8SS*4oELQHhNv2UKpU zc(u7ZUD0Z?`{Bkf_mNQhj$7z?1D(h9lvww96aW9=0^iz$T-Lwmz4#%cs*^dN=_t}G z&Y^+=YOrPz%IM|Zd@t%{yuK=kiY54rP@`U2}PRB>lwY%UP`StcsrqS%?s2{A= z645(D>1z#Rsq>_LXCON;X10Az0Rp|sj>Rp%-&m~WJG3*Ume1O5{|Otqm2GqQ2L$c`ysSq76G)X(j>irH0LcqydN1Z}>~a(=jxE z7z|cd;l48}9C!JUMo->lEj4qn|1t>ZDwe)3P6l6k9^b|&!Rl9$vi_!u0CLm9yJiIS zSyg8701g_U3e21k?QUo`Tm;#!_2RdCW9vQyxF`d(!mp56Djg8U_ON#AJy;OsSm zI9t8m%$KT}0W8B<0b?DF89^yHqC8a)igy)-q^}q8L_l)24VY?@rv_P!s{o%C1kPSq z*h6vDK3b1OnK~xyGbu;?6Gp8r6 znWDd@$QC4Gd=o-!RyTQVJMK@``k%h~qIRx0u5Cxqu8qB*{0sS->^n;0_-{~`%#&{~ zPRZ+2z!)BR0{`&-@T zTiNFo-}cDKR>AJz^YKHDw1;i9oJ>@>MuS=FYofihF=0JN0>+7#wC(;-z9bz=>u8Ne0%))nehpewCL~B{Crq|5P7MHL1 zAVv5C#)4F`?K{!?gjb7Cb>1s9GwF18W2WfqvY#5f_#w$}|3MYz#!#ypP}Sv8H)vM+ zW^mQUR818pSVF>!cG?k$-k$tgng2Q&+T2iG&<6;to*WX+qv)FnD-J}ns~b>2p!KTT zfTAU)deBEoq2;lZbnO!$J#E&^P;{OMVvh5a@ZXf~&6-C~n%p{E-&NRWF8_D`Mr*gc z!J^BF>Or3=#fxnH-a4L0{Y<5^(_TbS$`VqTQ$69W#Vi`F3^Bh$qkE#m03xaZT~k{{ z)7QLHMtDT=o>r}aWHhTt?J+T<%IQ1!C@x+vpa5|(SU*VE(NgA|NNL)L4wmAuxhV1qk-U7a!)#s_t>tdO;f?$UGvd^|7h4p1m z8ma9_KH;TRM4mM6^5V(ie&{fn0R!QD^{zeHh<#`(@2mS3(VB#FNP9hsXxo$;hu)4~=pU)tC@OR|wBBq7V zAWT+Q54Cbv(O-=)4PSOYMf@9m3?W3{0>cM6HUK48vrN3R@d-WRqyzZaKfn|?VEhw zs0cT{sX)2TT0sllL@Bp7?=U@Jw<o8Rer|aoN{9${sYO@3 z+v51kEdbT_`rSXc^%$yvCDoE`AX43?G2Dlbwh=Di`Y8^uo97O@DPPg2Q(SAf zgy4KAHLf5gC&Z*_lSuDQkaZ?c$Xczu9|YK_D^nJM-iO+{dlz*ABhJ^dOK$S^PhD{% zG+tcSI#;d<`b}rYpBLFlyWJdB^f|8v9hMGE>cbQ9AP(%yIv&GrGh=xQpcpIY`=X7- zVEDi7;4Acx8WXnT5P1E5iCK9BVUE1kce%DVxDh;~)+g2~iZHmHDt;HN0n9QD8*Y(1us>XP^wO{O$C$nB~k!E9_ zR&s)rGM%C8s*&@di%~i5p(!g;WY`xjTbMK|ANN-Wx?Ca~Se8m(OPb|RuhF--yF)Fg zXKz|21MxdBLFS}u#v!Ag7^X<6=hvvu72&?NH>9xQII?EFI44wbS)K3LY_oG?U=+~-JXK{7Elp)@ zLgqvHw=*wGW@YdG&H^)hw}Ic{HsK_mk2RaLcap#E>G6;EbrjY|1F2t+-_&&r4Wd}> zpZ$vw6A%kP03d3suHU#aFTXHTp~dL-5xa8Nwwaba3PVuf8)yb7?gL7q0d8{%qzM8c znQojyE@e@@!V3>2jDK)wg#JcM-9{9@_X_giF+Z9sKVGVjP;EO@&fswjp77e`_|Lo0 zQr3YMlyN~2Gf>)5>P7Z8MDw++(47C@!^GZ^?mu2Y%|Wg*&$h{4H^_W~b)He@sf2Ed z!vMoc?!>Icp<#XRdcA0tRRdhq9n==puxU-|j)Zp=r#Ox0ke*=Zod*kim zoYFU%wZci(C0^x-2kL#;igO%|cI1LZH51Ld)ES4oZu$3E|9&@Pc|J34u53CQpxJ}C7cZ=M@ge0Fi_2pui5$iO^S2e;iXF2uNW4xiEbam+V!DzgD zW5-}mrn!_=(n|}9&KACP^t#chOZ)RE&fD&Ru4yn|lMnR?KzWW~0YEUJzu=0lSOpmi zPlCM>0nrOUW3d=dFuG^TlIq!RG)u`~qGc+EA*POHDBoTzzRKKAkgU5Fu%;tgr&=5R6H0z0J{LPhHXXJsPrXazx_*$dc%L9Y_V}68e z^G`wXii8Ri@#YKO1_ykSc4(y(IgW$)Z7KS3nzwXr<{(f`=c?5WBWOs-X2HL+8?eFx zC13afC{X%GwGf9^M{WHz=${=L9?Ck%>x0B3{Zk4ZOHEw%mds`>o;M`K$s8ALgK%J&C(XS3>#EjfE)<{3hkkOU# zllgyGne01@Uq*aAGP_CyPh(NZfK&9L$a10PGLXarg4f=CNvk{pco=+(bGIK=1?!!_ zq_L>Hsd)0bVR3PJ9yY%4;Fo;U#qp>!Bw@w}TnU|0K1n}|qDq&1gT|^Yrvk?g3DLtNBnjKmT)dw-n6c2z@(R>`&;>O=SxNH}UuG3f z{T)`bBG*Q;D)#8vGU5FH8&k<_rS<`oV#<7E#+^+R7Kg+a<$fuK9bR1DpQbneNcons zKd%nk0o9eFAPQsL`QPihxR3WeGuV81E5WpL}{s^q23oDfQ@j?^bO<_ zYx)QtL~|D8fSG55tfCTD#F;55S@=%%2qkmo0`bD4FmB%96ed+64h5N?S$01obS)q! z^*%0%aoiwwD}R}$`B&$R!}GqtedKQiUB)0Dg&i3MHcw*BW)%7eH*EL$ zdfa@qa8eWAa{p({40%$j$<0Xss-;Y1?e&%{>5^!+h5T-efWY8?Qr9wJbB&z|=Yg|h zxOngVqZ-dM_Y+vG9yqghm6P#dN=U5#oRygHc$^P$gkBEh)z#E~t2i;?AX8x>d3bt0 z09J>)qPb8|v!%Q|s;lesTjEch_f3k*4e}XNm@59LT%?;bfkDw3e4gKR&rBe2NW$rQXxQgM?lWTEp zZyew#_+$K}%P8

g^K!wmw?c-k2`ksMcgHY{gW_QM6BId(71Av#cmML!%vDdtrOF znKm(Ni)@j7H>kNg=(SB?2_Z~D+W7S7L|;)>MHS1mXR1Clq5Ok3eW(B_0O(-mU+mzB zt5#>9wVb?2p2~h*g?WcBc&2$n-h;_a@bpI7^E>c(os>!-|M89 zDnm=?Y}6|>^*U*2x7i4~=A6EKB+(V2R1B|8NUykzL$mHIK1^VlJGWqO55&lqwpZvg zHYP)HX{cy1;{b$?Wl7U!i#rURq;tVEGLJ)f6(Ihkv>N|d3!FRL$-L2AGLo_fyNrS^ zsBM9hoUrJE6_Om#wmB|s5YNQaY%|wcO`EDfOpa>I7e@76?HgWnRkhmC#0IyB6a-B( z35cr+&}c*vVAp8-cJ`K0>x*pbY`2JZLASW}!a{yHqcefbSU2jxs5J^ZxTfb%3*eA&5BMHij<@q(JDjmJacO~R#}uGS zl!0$|0^-Cy6*dx?%i-6FZm4681$s+;atM&%QWbJFFss~CB;pv#?dUz_kP@_tHw!9o zECHQKtr)HfYk)PF_>@w*Br~8}us4CN?kx01sy>^Nr1W~KU_D}T2uF2fR(t*f2cx?b zl*sSW9j<8yIqhcW8@6)~h~%5SmJ>50*O>`bl;m&l5+wgl?-^%tPsQ|ePW^gU2Fg^t zv-v8icl1#J%*;0K;6q3mt33jjuG8@#7dSz8Qi(xW`XCLS#PFS3onyX+-(moj_J8B8 z__&>s2ofn5hl01x0x=+y>*jVL1X6+hl%60rU)&&@sFDa_Qa7L$DrLHd`H;;c-!)#G z!%!89zkBo{Gi`BgI7Q_mZh8)2ATg=IlwKru$r2L)(Id`n2;)7tYUz zA#pSN-$V98`Pw6M?i5`JI@vCWRp=(%#~s}kM|Aofv!DK2EVrJur>k~6&i>6&o@MQAqu5g#u#KmyP08LKCo9~D0=<--V zr8gI%?uVLF_ls8y!b$F`?9x$EsRk62D7dgMfKr+ajZ@CBgNu3xEnf%C`a2l^y>XZy zW&t?o+JLSIf-qU{fD^>I|-T>cmn z5LcaNYBo4*f06sc&mO;7Q2Fv!_bGi(N%5EM-`A(Qp%At4F(3|XP)qD7DE(QM?F{|H z47tK&z5CexIK?x5Rag}ISp1xnas&2tF-{Vmz>gwD4OEjm8*fZ55Ac3 z`aWmXb-(Fhw`iS*!U`lx7}(o*Q}x4TXfXhelA_V+OwKxK&f&>+BU~REoG)38{NAW; zV_wv#OlgKKCvV2&c53(J^HS9Pw;h$~;=hD9P9TV__$>6}{kA#f?nzh0CDt~D&M6B% zj{R=q``wdn3{v>}%FaJ8y^ywr>5|)OhSoATctDf^kOvp#fwS2HmM`iS4tx^8r3?WD z+%w6)R*qRGC^=2kMwey(ERTtt`b&S10n*0SlovC1H|ZFap4gz~sWNmx7Kk^{3mo2~ zzMr4`N>Acjf5telaFcv9TW1No5VCqJW8kX+q)#^M5v=dEA%3*tHBAb8^9&R7RLs`4 zhGd(4K`o|pkGU$U5Z~DC>)PEk{eWYIrRWa!rIbA{?N*Jp$KhN2xpU{kT}ru0n!^)% z-7gO4oe$UVzuP9)L{T#vm~e-6Gr{T#_Sd6X1}%-bzP@aoPuEY(RpL@XQ;M`M4g~%A zu1W@QkzR=Q@G%=bHCt_ZZl-dBWBAgiqmB^#jvj4C-GNZkg{MSAuf1Jnr@NEghaTI0 z+dwdwiR$h;W4h%=M{+PRHdyCkiGtI4sbc(cWG6JFIxq+t54`nc%3b)PZXhZ+H=}{) zJA>;X+->-A+G)Bk2c2YM*(1^$L5>ROxm%x|`xXO=4sAo&@qe*YKFjG%Pf6C!N6pEQ zTRyKgNEWsk#Oq({6svb=oVF2~+^@f)2iI(7y`iZq&WN9nyc^#i9(3oWhLQN9WiV^2vG;fG0WavSGdE=LdUz0@-onG^56dc-rA(J9DB z1xw`ozu-*Mwk^?1P~O#*n|s9xo9tom>-p2m{fnh%`|YhuAcitOo8Ny87NNXeud)%> zVae{Hq@|^2krTPsyf_+HT+)xOIxeDY&;Q$QWraMCG}nfsxL5Bv;Co21O;Re30!7G? z;hpQF{!_tw(|toaUgu<=ZyIejv)k99s9tCAvlL%QY<&>{ZWjtVknOZ?UDQ;^+=Yaq z2VTe?Q!H?HOPHadwh-*Us2Onsz0ZvE?v`j7{^lJ3YQ+(<6?}AlpSp+rz$k^)?+@_} z%2`ixa3-I+9l+a5Xe)eoXJaC~$l(KM8|d=psy zVoAAx<&C`3j`{3i^b%lU#$OX68~Y+FtWKhX)n(?!4HTvv1|KoUw9sQ~Bo-mORarn8 zj?UznQNN2hHkMvSt5B_>`art)brPG=(CcF~bBGo3xk@!gGtE_020sWVFZTrg;vlQVrs^dQ3Ga+WNlBV?Md76_?Lua(Hnk zpk#sQeF@&e2kW}jwn*_??$|biJt|<_29#UDXu}lSyEir#>T1T0*SrY+=@)NY`SG(! zbC-ogPOWXf;nC2ypF{y9@93>C;Xqw6{QgZ08{TTj$r31@xP5t{4ov)qJ~r21%Ab!} zzunoe{(EKKhIU|EW?ic2AcF6=>N}VKz{xd;*$O94vtzEvPh#gS z7j<@u7y{*=xw`1$oLO^3Z;qSOPkpUd;LZ!{DzkCwRJ%t`BZk|w8l*=w39U>hqk>&4 zYEzFSYj`}E({tzPYe$3qHKzjmV|TL8XBK^Xd(-*9WutA@OzO0hE9mAZJdjaxC*mSM6Z^g%k4Pu)2+mmuK0-bt# zrE&9f4MkNv9^RQ}me(k4uSj0vKbyHB66Ua8XI?_!@^LY4TJw%S!ZPpq5En3(!1l*L zHSDlx6~5A0ILPVjQepr1?q2-dvs;P`mJ58I9dj|p;;-vtFc3!nQ@@ubtbqU9l%fV- zwz~fK77YlHi9fbh^5d)`PfaOW)||%>K?QYSJXj!X{Y*a(;D}ms2nypNEe{68;;*M| z;Ws?&B6X(N>9~+ilm9T%w!6&5_!ylkT z*0Sa9)`JJylVdFa%th)@<*ot_Xdpxd_6rv5&ANl!{vqrb$A*;&wTc^n-fZn!by$1HPjon4k0v zQuupP1P%pt?C~gY#R?fR^am}U5fK%EgGOz5;#c>B#<*-e0K$qmsF~OcsCXCwL0oP! zuKc?uMbhOsqrT>gEm&p21p@cpwNJjQ~W4)d_WtK<5M)Ny^d z$#~=M)JA35l6m%WSwoUgl7A}1DQMZ&RZHR}Hzx>ytkAeJmF5x^uIhwv&Chfy9W@0Y z1te4!6*4sn@YxmCU1`T9X+_e=hTM`5!Fc3;c!-189 z-Zq8cdhe2G)j1$TXL6ISxFdX1ieJIom^o6M}e}V5tZe zIGYqL1??Z=pH#c!!!O{+m9_T{o1PM>QTASbpSwT-zZ<>v z4y0VGwV~jPpg~;BAJ{uSy*YCBlgvT0gzmDZ6sSRUbD${Fdyh)JDlBF-J;8%$T8m-X z%+=di3Ms#?`Dwc2qjy$RpVui2{>(rEK?>AC?iRk1TiN=8`Rre)0o@;4dx?;;{L3X` z;g;h{m2eARz)nVdy<%AEw6KS!r!JKudarhCI%G_m(1^c} zwQ`#RnNN84LvN@+{CHs@xC1Rx(-cW9J#0A((Ti$HTSQx)<-J~=V>_qi$oV~{b>K$M@A9d#m_ z>BU8s6IE-O)qCTpldhQEjEm^LAWM0fN+(qrValo}93cys@3X;G`=}2d-LP|Wt0r5k zE@Mj|LF zc)UKUbQ--^h6A`rrcpsDs?%s^c5OGm&>~ph>FzCW*Wzz!VKyp8 zx^AQcABse)a+W7lg(=T3IthQRBf2HBZ8N@y&giZ!L1IYb-7?$G3^%^}L z`qAoyY;)*2MxJU9vLvP)#t&6B#$=%Sijd8%7zIze2P;$| zP-b!_XPY_}kgUM(|F-4$`ao;*&gRO$Gczm zeLb&x)LR?pqHNPUrl|FPyLHj(SbyNdXgz^S%4w zdP)}xn<*!AEtMNl|GN5&WI?Q5#lT&4)xj%}7kV}84k}_XZyeAvS=Q>}oj!xZhRi!V zxN$=~{D3!1O^t0?Tfxd8i}3+RP~6yUj>ET>R6q_Nnf)ox3tNGP z(}wJQGXgx|uUCbz`-PudAd?9Wg0p(MyuEAbVKa%HnF{!>Ms3IxAWqy?m^W8`n} z==u#@r0SkU8$*mi8-h;9;gErecEa%mlTddd1vVj-t>gL?q1K{qaCjuS5qa;wDs`#|_};t2%#HGmb8?2}OW0yu)zav$yX6G` z=#mxH-}-ek3$2hU@qvrys{PEA`0m9|uvbnMo+vk6rlEGIbr9+ri%&gc-ie}@k9rDd zxG&w7_j8}ziapJ@g1@Lt(G8+|))j{0Qc!$eLcR;GzTS2KU#1*A?^JJTq$tJ15T+Qi zpXl^6lJfU5me0bgr}LfyxBqXa7_Xull>I-4bi2NWt#7;fB_Qkm~mH?~!?FbmJ{3wG~% z7P#EP<2fZXx15e6titb?Dzt9!#Ny-`VvRB>p((7%Bi-YS-S2ai zHQ3_mR-aFK5Xjd|7nR_YzhZK2a(A86{M2JYol`|oxB`k365~rTWALm~Ymvj_@w>vm z<5pf{_cKK@YbQPND>tKtMMk(xBZVLJaEn)5-`y7oEAqg}0gpMDOgM+GabAOpg8pU6 zP|77dik{TMPA<7y$D&NPxRS0%m`HVN+O(=cbEndvjXjeFeYmn(Pi?bXxCs^EPLJJt zQ-oys2Z7C38=LU>rrR|P3=C#|{(iyx6~SYL5`Q5_EkD(W`lqm?R75&GeMj&c+^j2*ddG20cw&4ip7K&>nR8D-VivXk2 z?dv>rfjgYMebHoxp$_=(Ovm0a5+lA7h8NITu@iRPu(09AQ2%NgrJbkWeHTA;w!ye+ zZ=;jMd@E=o*Eq13_%Q;i#~3P;a1ijG+ZcnzGm^BRdQI~$<2q2PeurVR1WF%krHFa= zI5z^#U-w~zIvOR6)5jmbjwihVT-@*uiDmar2W+9EmQPV2(aL66Tm%NzfZ4>T)ypqa z=ha<;B8ObwmgBz3NFUlE$<^}Jcsd~5B*-i~JiwOBzcXzkvPoO-)#jXA8&+Rq6bWxe z)}ZUKI=`(CeXlVudT}MObsn~eBQUY^IgY-J%n3(~chKoNd*^#yFQ;%kz{h*b?eX8ijdlnwAJCJa$`|$1X^#+fg z-q#c$-@e@TF1ddGZm%*KDaHM4VkOd7Yxqw!2 z6ks8ngJbr6?54J(cmq;!*%TqSr*YOLC#o6ty<-QN)<=+XWmlc-aSn4p5f0m&(;-Ry zIQ+M?W6E3_(0zKuV_xu9<9>b!3lZZ9sa#Y0cQ;N&T%K*eAAW59!7k)~2vnYI+CS zqnC0!-e?mp4?IKyRoV#FCRqI7b4`*>i_zGhiD+%2e~~W_`Dj~Lp6TF|B^k!Jzznv^ zAJ(qqW5kxPcIf1pM3@08+wSk&Hcuid$ZDev?Wv;so`ec?lGj){2h)CTaWf(T^i_|5 z>bwHvD>=AX7c^Mx#sBF1Y8SF%sQK*^){kmt;`z3$UP00K6F9H!y!r${{P8N&VAis^ z_X6?_^D5oW?&_vQju6n7f0g7!d>Qz>dMPBd*N4^Ja0jRFt9#ck^d!N?e%M&ImI(<` z4nDq}4(DXump*J}kl@xF>C%)x1~lDl=~>m!DXgLs5u9?P$oXb2cRIC!aVwh*kje(p z-ce(skBITSaN86s8jXQ$8q;3RZyJGNF91e%+snWk>wP=6XKT!EWY6I~G`8^KDaVM- z`4|qfxoSq{grF>JYB0YYslkY_^5N%sNB+$4v79xg7|BomJ!`iH95 zWqgjXjH?ndBrOdBtjojAIs>7DM*Pj$OX%dolV|aQgUajK=u9o3pr->T+fRJJRja$z z{K@$6Qly0;MUJF+yV9qT0raaf`*(|HJlVH(MRI{8&d!c^LlH&CT}Je=oHqbi$w_4w zgowl8l?5T&uc2EGf2OVx^}-oQUhFNtfK@M!Cq+bl!)4<4W%2Mb)c#DORdZ4LgzPDj zF9XAc+G`L+M#{?6Aq<0A4-nDM!kgWQRL!&Yt*tx|vqB|Y9L=t%WHthYKvgGxzS&Kh z`F_4RVP^xFKKX~uyTXZXFS`WS$F*$NfGeWCoSt1~#azx4{}B(Kg6jlCZpy}kGQ^B^ z&C&fuQ+i_JyZN&c*P|m43o`Xs#JO(DP1t%N{``fRQw>BN&EVZo8*(Uf=6=~9(wiV( z<|AL`vi*Khew~*gb>Dqhd4g-QBH+z<`{oTCNG)Oh{MK&%ywCiAba)GdBIdWntM0ve zxK%7UZ_w}+_@?n|?a42T@^65J*8>T=gfxYN!`m0_)ShLZfk0OApU9TA9S4rka2gap^ly1A_47$!yU2- z4jik@7mnaru74NQ-+#LC6gF9oHZo#d->!uEyTsVH;h#Mv1xCHrAwFb2g#c}Qa9)#V z7RFF@-L-^mwvs9%)z5y8?Gc`XFV$a|eL&}1gT65Mkor`%Z$~-FqVUNIXY^B>ymJN8 zVZ0aCxg&zVk=?_R_)#-oopUfT?3xJ=>Azsbn+>)2a(XENv|jBqThpE5tS={9&D`P@ z^%{K@*k#D4VN=dUohYrRrw5kZg;b?aWWe|h^jeMqEGl*ImyqEe)e9&QqzYA5z1k#H z{fqNE%M=CN?2gf_9k-7$$^1!|Ri1E3gZqOOs*afK6PvytulmA)vEa#g#F_(1PPSla z5Zc*i{5{XGtl%W{85bQ%BsOYss%Rk~m!p3+LK2|Mp?HF;m3{_9moR^3Wr zLOqER`VdKi9p)Qpt7{}|WPXK8mkR^xoXAfA-b2Qze(7d4*6d%w;_7MQlDC59F7_Ho zLPa~LKi8JXy+6g$7J+U!)lORHkJ5_U-g$(9nQrU+ z^>?I+k8cRU{rXQY=kFLg3m0<#PIwq+{93_;xdn4D#DEG3X#zlD+MN3Y=~L@FA|ojo zwFGF$cfLWrhb&o}NiFhrA(jMoFZ_t?TwLqw@5s%B$^RUpBY=ARGeiO!QLmDfUO^w6 z-^F3XYxrNl(IJ{^tDbm*bL{floQI%QjfQIq3n*fX(NCY}=&Go6zH1~t|%@^^_&@xEVLg3?s22}uQ<>qmAQ=jXsFXyqD9 z1%b%P_|?oAsG6egfh{SFie)3v$^L%8>l9NZqB?1hzrF{hmbOkcsH^mD;`~q+f2x5}~2|wM?i1!@9J7T?1t41%Aiu3M0!f85crR#z2BR&`PnIa)6 z>3!mtaq}Vw8Rh3@|N0myOSL?O5*-2!weh3%@~(BZ1)#fL56-1i5jKNx+n31;kz{ zt4H<gL&j<$T;0x4>L^hCN23==+ z=?z>npeu{`O+UKyhy9<^I)yu3o6)omqs%5@$U^b#BBFL5VeZ$p9z0FPh9T~^O@XDk zVDpID2U*eNw95qMTUpxgdI{+3eXJ`iFI=Bk2+!?8X;b!H_u|8jYe#3eS zeKCk-uQ>^?L6NDJFP6vddgu%j6;lEp6TuQOK1*K5FO!%xFB9H8l9BBPU_-rfozHsi z#;>AjOvBl~RW4Veouj$3;*|y9~*Wy-oQ?g#_3x6IyR& z?g@bLef6AC3c{Veiwy&*Yid9$(s?g*j4CL0#Ik;^AwUClC6f=1Qr$a>=X{hvB(y80 zCL2z|4_=!9Y;{psjxt-E>iw`A1wca{p@2GKY{LN63!d2bGik!Z1NIxU6W>014J{41 zr175KpptRnK!mz2IUJLI$8H!*6K$xH0#9K2ZymGl-f{*LHd+jNlnpxDoY-nFP|^4v zYiYg_UOX@I7h7q1A!N(&O|ciwN>A9t(Pblu$L+4<^l=}n{@8Ll`NC+o8{`Mt#Fmx= zKqc<`g=I>y#IVp6_+<X*;jTlT9 z*McV`zgLoC&Tm%7e$+62DHHpY3tkj^ONgr|VW-!I3TVogXD)Q;pL3)@Aw)VwHt(DT zA25a;w*CaP$rDQR1FY$(tH8jh=Be1ygLLM+^*eP%@q9LRw^Z+~N7U0YV%y`#*6jAO zZoG6n5r&qoZpokYJ;3W;xvM;7b-nIwx|P1)Ke!JU34C$Xu)!YzxtoAIB~2eZ8LxrI z9zY&$=ouMVnVFkm3wQgpUj>^BbOPIT3$?^#?LWvCn9Q=stUrzIb=WmgyYirK*ERZK5llfw zIm}%aKE#l6f2v3^Db#phk+u<>Lya(_RSd_eiV_D&D^TrzH8?ooYpHszj;>6?M9&=0 zy@TI?*sXo8J!epn2zOc{(@k)t6{0E9XebqG(4;J{!=CVOvGB>%ZYjA>!YQgdb<_8C zvoEXHw=D3~2N8dObE%{ab)tvRujL-aeF{n5ng7}i@qgzo9yC|>EBU=H+q2}}9BigO zaQjx$5#@kOeCxPnKWcqXi$&(&Y2lN$c1xHh`p3fqkD-^O`1{}o4RhY0S8{6TWbDvoH*(1RSIqJQEPdWT6t}&)KXM=m}t3X0+m`1^^CEUJ*eC{ z6AXwKVFwur@CH#zkI^TY9D{1Kbe*~JM-GCJfLRLRO=p#5{B-l~*K}9X&YymEa)1FI z{dxt3f2XZxarX%6uDFfuraJ-Qr8bXIYbYpbB>@d?eI>g#!tJEbH5te#qVQg$pDAvm z7^YqEE>|%>?@6PcZ7=1~?f3GY90rEC6G!bHS=BvT$2!7?GIhr_k46Spj_glajoR5_ z#&mB#Qy1i^rquwp@Vd}srBJbhu7)dz{xYg3or+j9Z^tkTj*NeF%U8jMg{>=7f1ETR zC=_U$v3-*i`2#SvX^%-}lS%D$!V{G_=o7Aqa3-0}foIikpcM&W6F$l+uOGESxH)$w_BN2HSYRIC(@-ULuBQrAX0gdicR%jAQ8s zhp<^T--h~G?)a^l-@sGZPvO5)y9#fn#*VD2JJVY27itnbatF{|;1MPFRYf_mtvLnS z<=t#VFE3V{y{$$AkU^D!dJ@E(0Ya{5GksQX8~}>qzAY8b4Z>uCVH`Mnm+v4e$B#pG4u)5DH-o%*%)xI6}HQFLP zfy3kOEoeAp4DK-^MLT0B431D)Y}L>ql!TBRJiXW54nEa3a-%8H6;z5(7b!XDuIiE+ z16#Y^tb=;LdHs)~hOU!tk<&}@n5QW0ONW4}0}&!s3rowwx3*4MYsM-a7we~N5

cF0T!ZeeX-8j zl=yHYcrT$e|2WXM?qq<M+o7GC(rx}Et*cA$-u}_7aQ~%TK!N6~zvLU$f(bD~2Sh^r z@1?n^8Lz~o3ZKO&D9@k@p-TS!`HK0yir*Xtgnrk$tMIDKy0AW`Pi02ZAK5=l?P6uj zYgH=oj{{l?-7hjZ0@Y~Gn?+O${a368{(LOP>z^h^#KBWI$ki4jrF#QPkJ*12G8=YP zz?{Eq;io--_m<22?<erSFgX5=nPKb*3@L*PhvTE*CvsK(E%VOaD9Z2Rp}%rv5?|r4 z8-NIr@z<WXw*dPA-*fG@uRbo;=pf^jbEoK)H@m0A-`AhA!hYuZJr(Q7&v?~Rc$I|s zFur~N59XcXorS*uEZ@js3FHAG+QOR1VH^?{<%E5O)mj94x^vQbz@Whv^|t{2tjQrX z_g3X@Yn4v-A${z?@nEJIo|843vAHr@jGtH|DDkfJ)a=93@t91FfJLkOLY-oGJ&p|$ z8hfjFGHaGRDe60GV}jyk%0q&s`i0^yp5c@$CTUcf(t?KVjpCQ#It4l6MK2ZB*T#_Y z3aHT7-=~Gw)B5b#CpZD67luCR%a6E7g^DU{=7{2WB5pdI0*KcACbZ6EKVzVr^~UJj z<u#!1uU~T*NhbHDF5?+6>j|f+N4slT_L8kyw?PAS*aYc#&MX9sx1156>uuy;9IBHU zaE<GJGq^wHX90bcNJ*t5H5RJ?J)zIw6VD-Q6fi+YSE4}8=1oJ$p{3jXs>!Z1+_rz7 z-0FK8hl}?W>5ZT#gb1oBzw2k~jo%W{_*^S)+?PPDcDl8!Nw;6(*+mf(bRV3|JFE!! zUGWSIU;5>me@0OkD?{|^&K+09uvHqedUJrHi^{OHoA2Kc7#ra7u%gEt5Q<l&X{(*C z{!fE0!2=8y!7r=hOTvQgrx2?(S6Cjc2ft!c{0v4BfLS0K14XcN-7=~t<f22^*3TIq zW}Kfo+|oCl{V2C~pm(;GuXuU1JmI$)yrU4_@LFc`^7N~8#$D@8*HlH`v&MAq`1o5A zp8Fn$6SdY51vtLfha*(Mq^n?T(o24l>*I%2+O(DtPrdL=cT~^m$&qYz`8~Fi1Cqe_ zl0m1UUqXvxcWVY@`wrZDvru}GHU2F(Cpo1$ADFBjwi%P-p!|4`fOyP9;oo@-tUg=+ zSb=xQCRZNC({!lc#j~g5JF8>u^UzX%QAzDNx0^Twgt>sfsUg<VqSu+dH7$JmRz7kN z)vjMn&i>4Fry|v&YcaoOqZ_iQ0h%UcIs1+WBx^})BT_e>$9scRH}|F^w09lg()kd( zqJ1}Yz1>{Z5PshR{q4QVskJD`W7#&%udssuZ2Vl5c7e+NT=a=tjMqFr?Bgzo=?2kE zAaJ}T%fiI$_YMnX`#`Asysxypzd^W(@btmJK%LTe`{)B16I(%!Ier<wRnXYjSbh3Z znb?W|sJS>UHa{`$(gmUH3d61!_p5UE$abu424xAB%vNS*Kjk3TBMqyROivacDYd$@ zajnFZlm@H1lmcS8U9$76Ey$uT@NL_N9ZcWVG?_)FF=tDe0{y3+NBPdZ!z!fw;;1Q! zQB6<n)FZ&>tp{IMKejuDK%}u}`9CIuUA{Dd^`LENTAtxq5bZ>C;(tH%>;y?Iqro?v zv#8p9?l#1PQLCE{28lU+Bm~aWr~()TkAmbLgP0fg8=g~%`oJp{L3|NdNFCp6|8RG4 z(xWy$(RTkY9^M`gKc&3BzIN-k)NSLPKYGC~V+cT%{CpahgLxfmnCFEJqjs$jA2Aia zby^zO6p(}nz$Ob0mhkPzl<1Bq<UZHU1WmG%A)I<)P`v`f`2PPN{2E&;BoCKN9C+uT zgSKK1sU?u4ai81K?dl98a6bys)4sbSxosgie1vBJ4M^;^_(b>mU;J-#`~$Zx-p@HH zbk0>%7O@A>-Px>o=itL@uN@0vd2+}+M9`+`vu-44$&EX8Z6eX0+!8PDgKp5fQ(gkW zX3l{-SITFyproC;C%54_qNn%=@8NtCb}5K^AOD)Pwo9<@et_WWd~~7y_%*5x{+$S% z?Tiw<1B7!4Jbe6YbuRVB1jPSDH!NK(EJD0@KD<WKN5*HucSjdYyQ5M?-^Vkuo+nQG zXvem|cVWIZR<SU9h%(D^^AXr&N*X{FG>zX5{lViNQh)q!$bEju(*5g^7XA8ci=&@- zs2+(A+k@M>oX(8dCLiST3`}zop~M4Kn*qmX3(XS)_30Fwt&19WoQ|ybq|y0VwR+K^ z$E}eyhghcLv^^Z#y135<H$C5huC3#zCuuvwUvxRniERY$sHE!B#&2E&*$6id<gW@; zw||g<K=3cF+-+IZ#K?_LGJ1D(iWHyXo}m#>Hv!~s=XMOzkj>+w+qgx3JC}b!cjKmW zf&Tf;I(PlH?rZQVO}s}6_v_i3C55mwiRzeDh4|yC#fF0kt9vdzzAGCw-6ZD88GCYf zx_%I`qlHevZBBA8TZ6P>8_rz?;!|SR7XL-WHt52xuy0rV4)WTn+`BEC+Bkc1=0BC% zUrwo)QFjeIprnbGOz%H3;1Al?C`?m#_VC(8-7@uzvaCIGaN8qRzr<P_`!->Hf8e#$ z&Z{Gc(lS1YS()58%lpvu-)~p)TDpYAPUr(f3^*~H8&4ieR?iB;NY<ot1@hWQlYj2& zQ`g3l4Bl7NM`#IvayFQ$c?1@~?oL}T%2k71D&iYcIm<t~5DBA#$t^DgQ*Y{{CK#|u zR?`RW6JK-raMi{ZTTfJ-qBpS}k=+{~j~Hp+eg8^P3B-wGw_mRdrRsDA?rq?lXA>$- zFB4^tk~X~kn(oeJWY5@BEZo(q1Vg~_WSOI@Cve~8b#Rzlrkb+D>>a^)xN~rYws2jM z%Lc1J|Mqo)dcyXaA8x<T^yYxTCe2Oo!G6h6swmN=B7(p}w-2IynX*Ip+U&OTP^;GU z9>R8n`%t|vr9IcPDnjx-$yu5%>K|A$M*-b9xM{R3zGb(c>S%|MvBwJJpL*9bU&h|6 z*$LQZXp?4L@gDE!>+)UO!0!(|wXLIH;!jvz>x4U|bdTy!nBuqg_I53F?d1w8-{~0f zbnK*EVBY`Xd*Q5q7?YL^<UT8{9k9dk#rI>=+#)B(-%}4Z3UdWD19h$*0|!v=CGPec zB3<4tNVI51bLJYa#W>H|AbS-8*m_i6ORL3FbtMN^3~wuNxnDKOnYZaS9?4zJDD4x3 z2kZUS(s;q}FsZ_b88%^a|K?$*ouuygUqH+Kz(!=1BB3T+WXlj7t%H{{(FgYN=wUiU zgU=Qh|6%E@)f4I>g0NjWnDF6lbmZAnb!y4!9o58tMXZ*bmFcK*!^Yw)h{brHTdw}M zkmHU9;(E+6dlHGP^?TwUZo*=C9YlUouZ5u6E2)X+TsA=VDFOKn9)^tFM#^+ogULwx zi5ylF3je-#hizpdA|76C_`v+$tn(Iuif+FXq_<t-a^mE{Px*?+t-`(nAcLS*3v7#z z^0stv)(U6_d@?(45P0Cafu;4<ygA2RbmjC(f$$%asWbFe*<d0K@5@*bcs^OEyL`Hq z;C3~6b6JB9$v^a#t@;O!&EvUzrut)tbK-+Vm=Xj!i|w3%G&^*H2zNY!;xw@P7_JtF zO8A@?cs>fL<!(hwx>9{~r!3{TjNEA`Z9PVkx$KvbAE&_#S5`gMvYzUDjH-cKL!;N0 zwB9n&fg4Jud>w@|pRB2=>6zy@yISJj^=?^OiRbc_=&MCe@0_OQ6xNF>%Y)H`x*6rm zrJW~{cesJ`PnkzCP%S7*`2^9IQaZk+*Ik$4voq)o2+2oL8aw0I6+l;|@>xr3cn^&R zdMaajheZ^^wkSa3yuEw^A<a@t)$W^>hQq4jq5@iGWW_%t>3x;=PmWdpgi2>fUAs6P z96E4vU48H{8}$xQqnp$EXOXYev(o#d+&RAR>&D;MQJj4Qhnz3&OUix{*g!UPa8QDj zZXM(8O_F+%S{C(r_s?2TfF1Mlv5PECw5UP%>qJGV?%vJ<#Cf%8_TO&40D_e&SMMq; zOMUqZ<g;3n`IQW!D-_igX`Qj;D^Fy~oGgwE2O6@PuUzNb!Q8v0>t|mgHA5pFyY3ER zBmpv#JT3!q+XAXWcXKnJ>0zG-q{wrWPiS*AH$MUDVyAf~`G^*9B`3<3NZZqsV&%bY z!Oz#E%$Wf$jfZAUr4kxV)3J4U1~jGG{HylsNoEXcPfv!73E%eC<C<mA6G!I1<u<d~ zph#4F-3!Mc_!|FL>#T!#-#Q@z80>d%oa|bhUYUUut&7)IrZX2?(|uaHauZ~gL5}Pw zazP$Z+ESQGLA}Ih{|_{3Z_;x^Gf)eQh_@zdZ)?`GS0lW^3{f5Zx7VI+nn;0Q>&LmK zmhduM4%1~}VKdM>N6;c3S-5+jKQ1WDMz9zfR1_<;1_cu-QerL4lmFO$q;9kiRQv!7 zlCxBe$)E@UlDzX-AJL$b*!toS?_LY-9`u74ZMWXBvG05cQ%S%16nQc(5?OUKv<UnS zsR)}gs`bUTh*6<@U?-HTI_MmIuNS78>_JjQ(3)PW%Bx4@k;fc@g`sJ2jiHELP1!i; zykPPNj``ncjlolsMPQFrjPxwR!o<d<49uR5UM6T3q_oBFURQN{I9%sF4^^Jd38Cv* zjA$#A*Wt`x?TL%pz5PeN)9F~;&v%Scm_1*Uzkl-Qq>WLvD<H<w@S_%SVRfkn1O3nv zfzx<XIlNT35hAB{@uc4kZE3Q}NI#$Qn-B0(hBNWEeoQZfYHC|j5qs~9bbD`Vpk|Wo ztvi^nIlC7&YD$hD7$)JWy;gVGxl?h*`a?ZS-s5u$o{FgGrmFh^5E1jKER}ameXM^I z4F@Ay5lkX)2)H?DN+-EpL@All#woyzsj8}aT+aF;q2Q5_pe+6`aay%{Vw82ih>WW! zTOF48x8i|L!u@dFdX@YGKIk{hfF>{Xr+1(J>7TQ`OjvB_mCO?YGx)-M7e!OaII!K% zz1OI*V$*4S=bNehT4YjOXyWO?^tfu)Nq@EC+t<mU`zO-UpYl`iGh3nV(ilnJ#u#d; zrQt9Mo+)*0z)Il-hmIK<a$8F=XywL+gQY1?zYl2heSY({uwmPI$q>8<-dyXTZ`A!7 z$v3Pou)3_APp?9q2FY-RtHO8D1T>m^IzlN!z}vUZBT7@!9j#~dUkt4*WMKT$DE}*D zM}9JePQUtR*8S=lynu8lKjusq%SPLXxi+#PR-eOhJXWm<lESz^ivNrw{GOmIo_yj1 zYX>q2OsnXI?M*lE18iS~pW`4)EY}u6<OGm@l|6JMEOmwA_cja6sqiO!U{*E8_(hp0 zXw)NerSr|+vdi*x5cBjuX-HbAD#&DD0DT>Rn1WPv=4vb5X3&uNi{+8;Mm?Wivnk{a z`{8O$0~i5Zr9c?Dru))?+Tw9uojxklQ`k@p?rWaDPkc!cZM}ldI==%$Il$(D-xcg| z&l+K;Z(?OWnXq-oyldg`aXV3c(Ku8#5^MDnLTf659QG2-6!Uo>e;+eeZ<SnCMwi_w zWap^DRQ^ZCngo*%Sohoc_~|Eb3e8rl(4aOvEzG#OJUrGWOrVYT7<Km^i}>V=?PSJz zLp}Ad)YD7%g~uDo=|()ES6AJ$rOF|b?aj1s-%J)?<xAA*K2Sxz{krb*g8uF$q#Vpx z#X9=Sz*|RkdvJSwNHF;t7U#PtF6ClB=c&Du1x5h;gg0~HDp4g*KgUds9OB^VQx$kN z?d=Ve;<Yib=II9QkpQ7AFif&#QGCrnk8~3)6tqs6llhT~P^56poNgq*K}ow7H3_(U zuB#i)qX1kCq@At;gbzQ``+wGmY~5IyzdEXB!<+338be8%<|ZQ&oW@O&H{qI82dp|8 zo<g|OLrlkC<y09-Owq$oYyFeUULhr<pa<4pD~6TM@JiPA($y<aRdlvKQ>NPM1mN-k z&q@!Dy&O5#9^=)VEJlp1(cDUBmSLl~2^k}VqFv3u-R&cSA%pS%_#Aq}|9t8Pv(3Q6 z67GRJ2}(o<_pNZQOcn#O+kUtpML{ZJoeTB)<?lJ=^(dNKuqS>x;Oqoz$F}k#RPSBF ze^GTNwv(4!TU?wEFA+57qUhLSeg=)uWRR=2qrLwcrhQg_Xif%{{KikPzsW9;CJk}d zJH+o?Q&>5HL+j;e7R3&tRaG@1IP9LdIbDTYgoxJ>LOu#jno;TEDqEbQhsz0+ULvV! z5f8OFB_Ul_zT}2o>8A)~^>T^=B17aDCgVv>d3lBad<xSI-bHVc7KC1!fzT0`W!+ni z*Z<9y{Ho);D6ZR<$so$Nr(V5A8y_y742?f%x;7_tcvqM-G|B2fPVO6qxpV9>w}S^x zPPENeQ8_9?MFfSy&p})toE`MA)orN%o61D*&>t@L@9z<!&Q^3Y%2>)lSFTY^Nb>c0 zrQ_uVBm~TML@JGYcYbDJlF+#xN$~C*bM$K1#Ih6&vH;Pm6iER^Yb7llbyCoD2S{?H zVpYWNmM*v9Utnf3z_He|4dmFh=dtt8S#U@kfhlBD65;5qR*56o7#Pw@s^w69jq{_u zl7=DfX<qrt@8f$FXk$yQleHNoG8ehJYv5<akMNn-f#*V2ak2H>g3q3%9(m+v(wx;t zuQGP}B{E2#DV?1>#&NxN4M_|E!d6$uEpUGnaZ*3gxZhM{`=G*3tV?HY{Xb+td1Tj` z{=<9N)XV8VMaplEoL(PQkAQx+HF?>)=Z}45f3k5|=RPA}0s%<rb)S?<k8cJnGWPQ` zk>t(8vy};vl4FTRVDM*o_8q(SDLVy_>WG6=&^Uh^6!3o5fG6}16HnvXEU|U&$@qdX ze~<ymHb>El3KYE?Tn_akl&1Q_K(U0QBHnj#-Jyf~Q@@6q2ID3cm-ngpr^lt&=7k*d zt0^c(QkWPJVYl{Jg#0)h0+KEz<$g={O6+uE(q(H`Yk(*dFFgC<2Nq?ZV+vgA3bv+a zu3;<EBDsTt1AjKhfCP2M8ug&rmMg@T^ED~}>E5AL{i0(I&UEi-`RJ+(?h8PQrsX(I zy$z@Mo;l=#F_)D>BKz`&_Hn(Hy^J#(T=K3m*>7xNV&~J>cwCLPmc6wCv#^!ktL<ak z<}A-GbStN&r*EVBhb{5YY}L}HU2g)1+5OB0!J?XMqp%@S`jl4?`obS?yD6<~$j0Fn z2|!eWeC?b^a1XE|@ldg+oG?8+QFQJxF?rOZ7sOd#Pq(<a$<?(Qp9oYZBe^+~%-s*i zHFUPZVjB$R;STF#)fP=4YhTu@M!>mJtA?v<Lh@rBfJ~ZM9nb2r_q53{4uoT6X7tZj zIE4vyuV_%>eK5XJMXvoAB%zP5skw?khjd8!goDR*VLZ%w^_yTf*x|O1cpGowQb8w^ z^z;}13ouU?EJc2&F}9|0T>B;CU#reYJc>U6$%wIJzlL+(j*6!*P7c$V;i_MdYl0xk zkj2ZP|1&usnycx3Bu9i#Pr22UpL(3x5-ik^@quZqkMa3@A$7q4D+(~XpuJ%(LDPG! zji>H0<cdq&-z(j9pKzx$SZLV<9^e|Rb|Yeaw&R0t#ee=94xdpU^A99`_$<A^i9am~ z<{;Z1C^Q_P`uR<;y_(tq5u`~#S3&p5EnHyL!$X@`Rz^yv77nl4&Jt6#(!S?5CJRmc zEM)ldLUik3VNl)8m7BWOrx@Wo;K&5X0SzLua#=W_^%cxW1#QwCxCbIZ&%`-|XxJzu z15h(gz!l#Q-XyI{Jg02aO!+uUmihH`<|;6>iH|t(+_jZ>SNei?f|z6`O*N-s<eXU& zn1>+R(tCs+PLg9z@Dd>Sn@NFb&CiTUy1?;=sVCN`m-n!ZZUuTUjSOyK{?#n6rgBHs zCPzLs{~RK~bACJtU)Y$^H=yMIDr_Vqv_6<y;!#z*@x#E>l>>KpP0$9+&YJ>N`eEFn zBHoO;eW(Ffr3j7MkX=EK>y-rl_t=jO+1Ow3G4~u|(Fha5T=WEy{3hxKrrL$RVYbNu zvaD_(f}^Cx%OfGLrqBkWlK;G+TJ;ykGY){jb>#*YI&dBbD}xH-S(+JXEiilgsX0P1 zwns$#8;PX&wKJ)(B(E;L`8BBVFbp)_R$Fu4U27ofAEN)oxY?8t)I?D~xVUleWJ_yV zc(_|QnHuzYJHr0%-Mf4rpI(NVLl7Jz{?>Hc+q8;l>xPu08072wWd3%Y^JKuaM8Cxg zgk-;(n+FwZ)gaoP^m94_4D1f~Y_}<VfHGncZ(u$5-1Ifduzx1sQ^{D>zp?*Pq=_7? z$%nX7-H?^AsO8QSb8x`Gy@3zJDks5$!tu7hiq?E$85GpttAsjo*uSiy{~%F<gn>*I zLvz`^{JguB75ut44am9J5kmxoN(QSjM!o>s0F8GrK`@%{?`Jatjo!Oy17O;T=kLnD zY^&AteUl=?*8>P&?wPx!7zXJ+lR@BqehhzbOaCs-{!+};{T@Vy5>=0Zde|L^++RO+ z4JDM;{PHJ)$FOX@vOW^bi*t0IaEwi`d7TXG;NaOX#zChiE!S*AGN#u6c9hhewywSW zQ?aCblm)cdJ8moKm|mtx5<eO^){+Kwn}KzgZ9|)T>d~VVO<h#E=p6Z5XHgN@e`#B~ z$3VK|oiR!7KPn)!52<?xMk)rJvi!@bjhb+}enSZZnaG$zfK5<gUtpUlOncILKc8Ww zVL4=Xk}VSWCWl3RRuz+;^K}itCna%o_Xzs7u&4<s{j~3?P?NR#Bd}G3gw#yQnO6UR zMBYHnBA8G}_B^t|VFa6r5iBkFN)OXZ_WXyqOHavv2y4YsE~y;@3qRTbCDw}7bka@2 zNVnf-vRHu+8k%Ib#tGdi_K&+SohNwkCpA==D!7;8IdJL^(7N|$%Pn)h?-@BtNj3Q> zI9Rv(Y4$enk=A(i+oXn-OEF69k;ReW+h%n^MhvUymI(6TEmTWM?lI2M0Kpb;6H~i5 z8l8`Stn5&qF^~$@rdo2$A=clBZ^Va11+4ujO7$pzoC3)L{MDM*0ZuHk^_AN_((eH% z(&}~Yh2CVBkh<5@D&-^Fy`z0h+Iuziw%RKyC01W@%W(0_F)8SvawSgoyEANTfKkS( zIB>ZPd&Vp3qt=G<2wbJENX7D|lRAo!UPAS2pO2f?k|959LXyR8#jtrcqELpDj1E-H z$UL9)GSUDoA{bT>MNbd*Zg)yH7=tJYo5Aji6Z{OD%IX_PmrU=B<4`KTRk;NZ;%YP# zR_BCbbc4bl+iKo1fj``@68AbbQ0jk}4K8@ym>*C9lvpZ!`$8kz(o=n^28M7lk1h{6 zRF#4v2Wzf+8`sJXvsnJQ8fbWfjG%PM&Wpea&{r1V&l?58BB^@3jrMJ%5^Hv+@RC_S z93?$LhDnX64&x8e5x=MPQe_C6<ESgVDpY%>uyZtbgI;5eOc}_5kP(>6$6fdfP#vHT zqXYMum_b<-5(g7Jw+=CDtLs1sJ?M)dllDbA4PKmVt~;0>p`oo^B(37Pgs!!s&W<=f zp;#ERkbb*L)icOXj0J3prk7w2{D@*W6&phz@%tz{M2g`=<+&z=ksOpG0)3|?`$k3s z>5#hJt8HhJyoeXP69d-k<r|ylSlFMZ@fZi+n9+BIv!q+61!LmqZX`;jzyDRq{Q8}m zZoC0XZA@d{-}UmuURl;u?tl{1YjZOo9&@DO)mW>7M?_uCJ_TjGVgIH2AW)<ewh6x4 zrI;5jd2v{MzEEWUlhWFCZaM$BuZM6vpal$Ike)gT78B7ZdHaM^#|`AFj99%zA1z{B zA$8_!%lWN4UKU|$S#X3uBUE6f!swB?RW7<;!0wxP){Pj_Ea|#;03C3{)=*2`Zfz@n z;EJBkF4sx&qrZw!P)4?K)@P0t=+4>ARxBB7<?Fqwt3Mi=l#nq4g9*wL(iIr*fiqsC zXMh@A#Z1@`lu6xuG`cNm1bY>2o-w3REdNHq48vJL&i|!+&SIIP-Y2J^3197z&S0_R z`yyaP>%O*!AzhbP-+%9Miw7u)H}wg*E(#MrJK{iKDIr;b@g<Qi?%|kGB1cvfh>@kM zJnOfnXEbJtVJY?BahQq{i*u}?SeH{f!%37KyF+L0Z4<5M_>I<&lMZG)NY_dCkd}rS zW?}XhRyvBonuT40Pg^M>pR2oK*TqS99d0chf0A@;A}!Mx7-UHm2%G6_>0I_YMirRT zJ7ekJ^=FU<L`8Xw)(k4=2@BX-sk_0?p-HC2sYmE<9Y?-QAb%#9k+cGQ*3SffsRgPb zkg+ZM1(RQkDr`|J*j!Sa5*)uS3>KJJPa04>#l!vArM*$yZo=yB4<1>onrLqV7#HNj z!jaR?ZQP<%8hrT7SOi7(v~0W<ejI|t-?DIVlZ6=)b1HYY1AJcZ<Mf9vDm@VD5;fm2 z`IiesRJ7JkYy7e~a^qE&Uh9C)p{uK_mvLrXT`O78BM3|ydOQ>uvoz_1e%H1;*vNX1 zsiQvbEQY>ftz@or-iJR@bZ_?fbmzJ%u5I=8HXOO&4ovR6UGjEp1g*S;e41YcTtB^Y z>QP4nD`Jqdb*+2MMaq{tNX=~&vG>-Q9|!lt+fBe6Rtx>N#VPuuMG+xa0LK{>nCdhj z^L!OyLyN=;;ul~rNodu0SEuRpB$%P{E8n1*<G{3<uqY3q7uNkTJvrNK1DNp4Kkj8w zN&~S_YydwY30shm<&xnsy-}`uzAwJn=?qTt)`+(X$;cPRpnmWSxt8?Jp~Cq}`@A7~ zIR8}bp9VI~_hMO+!C`$DI&TbAFq+etq@tRmu0|izk<8gYBX_0zTr@~JH>kZA?)K+i z?_2CF%b)LBn)^ZPzflqfORfsfJWA_gQo-=QvVH#Xby~j_=vzlzC~}*R#-?P<@R{2% z_A{XefH|-*xpzy01(N9dPZY1o62GvrvpZ?Dl+v9-<Um}+e@Ecq>)e6v(e*=-4`kDN z@Xu+BUe4H;;Q-(KD;o8yA8!mzpO7Im5x0UVOO7{WB@egc&JaEH<D|<K;y$h0o@m>2 zVqsh!FygNr6QVL$sCvJ4QN40Am&Xe0fualtC_HVj+094D{<YZ(*2X|HsB^P9f&^OK z^?7EUy`7!8051RJ;w6UZ2D{c3JjQW}jZdVGu^+Bh{FyL0ncx9F+5qRGzce3(`7FcX z6@5-v{?nL=*l*>;+j3Lm`c0AqdMZ#EyM&(Wf9ym`STX5MKl<e3{$8b1@AS%}&^6R! zDV<b617uAX){Kv3V4Bs^3mgbcN&^3e1D1Tw-lT-7uJJ%ENg@+G#4h^fcBvmyOU9bg z&(xI=bvDhCZqB|xzY3L?=GS)1T^!}rmB)>-KL4VGUb*VLA3;CRbW#(WyF!YJH_XG& zZV-UV?&X1?rHJcf(Qbgm?A*j^w{!SBj;(DLNgd${c~PJ4OVnHOm+2+M*o%{?-g?}f zn3#(XOpv=Ixa_Td+}MmumD98j|Kw}wE?X{+3LGG(ee8(aStA|V7HfAsFw30Z4Q9vc z0UDpujPF~f`;fnE2jl1f7EO+$dp6;li*29aj^D7mkHVLy2<5jw@HdiF?<eScDK#nz z&+zCoERA_{OV>~dl&}meo|NaXzy1r9;L3Nxs7hGCt0uBD@7maSAoMU-wG$e4f*~}5 z@r7TW;e2RRPoD;=aNi^j503Cnva}emweT)y4Bbx1149teWs0r}pMz6fvg3kV%{dvz z^P9(lT4tv`b<PT~G2|iX4E|`GJ^M5Ff(fmDX#8qeyS+=tc6#Tuth4Jftmh+bjUPP{ z1YIx0$!U8+gp_Eeo?~KsJ&Vx^qkp(9r;oz5&pY*`n;e1gXtuX%ZqQV&tKy~b;)F;~ z8;|dgsrShWacj`N1M%I0g8c```90r2)Na9nSQGDi+4jW1lnw3*+KPhu_53kZUrhX8 zMnc=2dB_P0sOXa7pM??ozB2L&&ZI|>tUs6e%IGAGHKl!Yn@MTp`zpyJ%`z>wuP9}Z zPon*Xd^v@0V>QUTAfPX2tm-;iC(+%dM7_+QOVbkCcy1d6(jSq{@_x!ih;bng>J>Ou zuH}SdL^IiDMBbs9Pls``vLevTWKk@7tMNPQ276uHo{pAUvaPKG9gTM}c03Bvxy-ri z4fpdUC&gIGI*SI2GN-WVDQ21BLmKfr<PO;;22`_GoN?9JJ}vTq?nwWgXuE?O^TTs@ zRJjHEY&cdZ@JzUtSh{99I4SidrobQZ;@X%}BI$+xq)oeP!od5%uB1+Ojv=nQkOjZX zVifMnLvtEvvEEkeWl-%Y@m+~rVSkIuh1tp_-19W`6Eu4zY=O}OJa5!F@4U^*%HkD( zfgk+*{LH3%p(h?wkfRnXpI?u?|Ht(QY2@e9y1MR16EpVnInS2+GP9LA!Pc$?)+byr z6v68XNWZDz*^ldY_bZMEUwP`&nV1B2yW4Uv-(kp>(fNetj>G$^>-_7LgqhR1x}8oD z(s`<yrEOCS^eSF)DXAgeUY0Ewzz=Kq%Fe|GEg30fncq!y<;pP}8X&p3WZlx@3)<gu zCNc?ja;iN9azZcBI@?}+P^@6<h$Rxzr{^2ozeIz(Y@DQB)bhG~FFQmm7-HGciAi$L zZ|!n(!%9Bl<@4E&qFUTrN}F)}x*j-W^T0znvqh@jCg!<SJmUOouluh+c`QR5`h1tq zx?z_N!UU=DAVpTclapX#&yUm1*)ONeel6V}<Y)0YTDEEiYWvZxOn#$utBuSK=p2ns z7#RuP`Pw5|#AqiI=@FFDCr?f4vv(|NcEXgs7+w5{A5bB8(a@98e4!;Gi3cLbWqb%^ z+kDU-JF@Zig#UoD^fWo`lb^X-VmNWe3?87WCFSZ&vQUBuyxYBz7!N%h-E0h%su)~4 zB3_Nb>Jp9_M@Y~IM~pFEpE*aDSRwE_+fJ*P{0{sa%fSUZOQ3?bEVA1-25JeOhzrm> z(eb%ySuhazeKgy-F#b?|mV~|J-5w@T^4SUNu+y8wKw!R$ZAY&)q*E9cw2Ah^&yjw8 zh6HFhCW!<kyXg=6t{+ZU$BZ#vv3b11>~~~y9Zy!<MfPE6H+;=Iyg@=<;L1ik-}^Cw z9G!y$W=QpO6AcbOhIk%tbNmQ;*GT^`t95m$MR*%NsaVqD6M)ciL4QjKTS2+HS$kOT zrpvsDKD=PT=5M}=x!}|OnNDGIdN{@lS>o=5`U9`dVJi%h64B)TPpJd~-@r`>AzJSZ ziEuj(zOLUo!eS$;i#Unm=Evo4RdynQz%D<}<OE}Gwhjt?jnXO0;;XoCIxMF`KZ@>a ze_=3p4YhXH5R%7ady``DzC4|+8;Uf8M{j!H5gP4}V3H+~5Il<_6Eb0<wXfES5oj`n zBRH^97~#?Lk;L_OEM9JJrK4u_Rz(K-al!Nuy9<(>I2-Tga$>s;;?<@I6~k?zffu#0 zXu1O8rbSO8_QzzAKupTQUz<S72I-GA8v(y)2fZB~q>KTJ0EMk+LQwp3h`Z`f&Fbzi zyUeJd>Sh?LXDz@bd6NJ4Nqs2Udw2=Ys?ZK!C39j3QAh4&U6M~3nXr8{B4bU^UxE5t zq;@ZFtJsOdV-}cU*CxjguK3e)^pQxv_E6pW(@z}y-zFHofWsx4w)lA2WG|*;z+Lba z97`;Zegk@x*xM91CO?;yZ*^1?l5SjB*(yljg92Nja??M7xc7W~H!t_)fP8<4T*JKS z$kdR9h~J;qiw}0cMs#2;qi2}eD0<5H1Cfm$htcymDI)!Ap;O?7&aLQ6hJ$Qb^|0un zn|EmY%c}6ZNYSn?LJ74yKKQj-+6C8QIt4gZ-cGkw?V4-u1w}hmPU7(TzE@7uzWGiC z{W&fpd;pw35rv5x{Nhu)!KtJ+r^jQw4~>#)VS{DTB%~&%tVG<+9j7B{4eKjZKQEKK z^$Ic3^Imz}w)Kf(IWS(;Qb7YQ(VqD!-9mE)*(qDAC4@wGe)r-TaJVGkayG$5^lEJv zyp|seZeH$3a*d;6pF=?M*BG3kxEv1yj<dqc6iUN)UhZX$5oPwT1Mhs%{=5(5O1@2^ zf=+D?!*sD@)kxN&1(`=(LJ?&5uhoEy>ZmJso!>p*>~``9T)}Q-%!}Aac)LZ7(zO_B z*|@Edf&m2B?|ED+aj}`s!++F{ecPRWiw3#vf;6mDEL;~a82I?W(FAsEwv4IT7<C)| zKGLsWVcL6bB=^j0Y-|fr2p5}c(LY@ytCOEhTav~hSo{wB_V&}Of{i*C5wr{%0V^0z zbJTje^#&v-?-R>3hMhL-PbM-Mao2f?E;L#X-JnxAJIiC_z_J0+0#8qk<ebR8XXb5H z0U?p41c9A|iwxeT%-6QPgJF%IdDN{aF`Av+0~)WADhw$Ibw=NE7azyp+>jD?)$cj; zqo6kGI5!V?I%P*6Nb*d8Q=JBy!8Cp3F)-FlWx-pwca}r*Yz9rjHg%fF*!9_SvdjH| z^pz%^J2`d>%8ze8uo13(yc7JAXBukufnlt1Gf7m^>6JRB=Z7}r??0J7m9K^sBYvE# zQSI7mkh4ot_)DE9o~q--peXmFD(mOG%y3MTs6dCe?K0Xw0b7C$*9$|HwFaj#tZzgS zk>{LDuan)J&s=BcF6tV1`YmRve_nay7=BOk)FaA#GCk&3nG5rKSIevGLNBYCzcsHv zo5#d33{msi54XZVBW2`L(M0@2`If@kz1O(&J>z}YvWD}b5{Cavf3M@`p?UKGC6{G0 z%fZ|eZ%g`jR}C#-$#Iq>GvWE&xjii_A3KC_1pE(ut;<K^cnJtvt6Es==+&wXMkC%0 zCkaSna+CfO==kPFsHeafFUKP9zy6)k^9qk-TSqy(At|r!eUW%S81S1SfAD)rsQ8l@ z6cW1khnyE0&;0B_*g~S@Csb>j+;TD~)hl$4wSWN)#velT-Ti8Be5YlB(Wi6IV8+Xu zAjEY1;Rn*(!bn-vaPBrL+0Yvuo`HOu3w`O;0?zPFyNGJ*S4U$)turShW54|PM||U7 z&c_;_?F5Zet)3C?!49*obqtm#_phZvEydG*`p}}-#fnnqXe^?$hx?ObM`n$->k6)g z<fiOkMum3u49#@1++MUSoT-SacIIQG;#SGc!Z-_p=5LhrAsUH0*^7OS6)#~487D(1 zDV08~KA!(jO`m4imAO0p%=LpeP-HC)KHLt@_?%~AdH)O~_Sht$diVB4AkCZS{%!hz zQLJ@Xd#<CSldZVtI=eqylU|aY9`EBLaFvbC_1S{DVvJ!tBm`JO$kv=qc33JsxZOQz zHQeKl<8xv;5KL=`$;bZ{z+<1A#I4<qg*&9qd8Ft*psMuV{8Z@fapZMPtk5EIqa-n< zW?xbLQia7BY~rgmb&@i7JdHCGXUWXvm(=&t?*C{y>!_%@_w5TJDWTHcEh#0EN=v77 zBi&t+KD2;zcMLGnHFUS+fOMC1_iy`s*ZT)+F|6UNIdk?tXW!TUT-SZ#{m1Cp!hgQ; z&SnD8vjK)=)T3Bq(`ULeZS9R4CKK7K#-}p$T~|i-wz9tp)hZ+(Gcjg}b}!h9vbIH6 zT{j?0bo1hjy0St;o9ES2F&H)RED!IN$J&fpVeK&r{=v}28w?eGJSNVTBos;i$dK-b zZ`}T-Qe12WnX4YlX>+W#%S0$rSKIN5PBhN?rO=_0?OEmuUL(_*IOcbw3|Z8w`bp&0 z4XK`)x^xmwo5p05mfsIUdV5xqzHo9)c*7D}L@VOf>X2~s@rW(zT4e@?-}EP6fB40y zk<=>7c1*7k@p{D|$BF8KHvD&f-`ff^eOgVKs^p~Sud@_|19C$1uYG`8vBAP*=lbkX zD9LL<$m`%O-0FmW_cRm(^{7W~)o0I<x|NLy8Z|*(GVvZ>eE^wm&oC%q*k!_$^R!LS z1RvKy;6ZnOj7&eUS|=u+6)Nj#29e>Fb8q<RRY$}AB_8Kn)WmC@0(G|h%o9=?CI0G* z<ViI##!M163GTj(PFKqiBK}J_e&-htFaDIk6cbMWgtYor8J8iFpiS)yNU*PvS~<Et zq}_&RcaRR4)9c6?%IH#=O|(m_5*ia)+N0)|DVq*wyWIFQ;e!Si{O{xkSUvjb7*jp% zHrcrFm)<7qPm2$Q?5iw@QsJ@{X0AJF3%6C6XPT6IsD_g;1`ifYO_t%?$=TlAY{dVK zrpSXiT9EMlG9zae-;_OOVcjKB(edNFcq!$z%=n_k-Dfzy49{NrVLIXbEML}IWw{7F z3ZsN!j=5ZRvnkOt%*FHLpX*$D&1p7iK0RoD7LDqhamz*&0|fQo+kU-LX>*`EL!6Th zFYvi5<#2cqKSi@RW76wMax^ZQaj)up!KDXpoX(LMYAo+NF7YdQ&|}hN&|6xOoDsBh zy6=1wTvPlLZf=?4;+e5e<Y@vqE9nc{e<1UulY>lL1d6Weo;uzluB$9C_y73Y)V}$1 z!2skENfuTyC9tT@nda4W_x#kXP2Gpa#VA)fq2?HS9}lXlmf_pWvYd5<k=f3dnUvM$ z1*WVjtiC6p^An>4t@TJJ>kh5tUCj4MUY8)T+xn6PQ-}S?G1k-?*4uztNMwH8j*EE( z_s(yBRB!GaS@=Rvb0y=snCE@2m|(Zi(6O)phR4>{R)goHw-8NUQpU@>rK1P^$2IoH zz^v=Atp9b&y=!~A8+Xk(x@$eUOGIjrV$T}XsC@Kg$~}v6Co6vbA+Q>CK%;(vvWMjd zf$5-*JnWD1_^|T3v*<UKq%`yBr_4%>DV}`4m%l)j=a1M^1-Jm?=^&p?IDT{6jHTqV zsi`!eR(BYvnfcjFHQY82HQ}>aeB5r739=Fw1{qlcvy~Ii^NPB_{}NfHu%*ZaSb8LM zZVZ2{DGD6SkvK~1d7B|>7TtKQ{Ap6c?fioCv+P64prnwJ9Uq&Hyvn;X+mmSGO0-1b zV%2M+Bi@~7X4Suyix5L{Q;M`kRJsDby2qF~dp}}^m|y1%Tsf=W(OXl5pA`C1(8nbg z`)8JxO`=OL6yL#8s8r|ThUk#y2Jt1h85Zfv{@{hjg=py^b1ODgQN4J4t0OUyfQcpI zRQQ}%Gl8V-S|~FD*THR*J7I)=PUpgKPUC?bTlhZrJT)celE<j*;8{=YTUm4R$qM5? z>SNnq=jc;pUu$m}uJg+!gHynR=weIHkEmlrxR_b@`7Ct|`SO_#pnvn>p_wiTk;qAP zX3lv3jbmfvv+A!oD}P(o@M!>e7du*iU{r7Z9+(1kSF*9#ZZ9-6XIgpzHRh3;lXscp zzy4(44@W?M)uR7Jg`?V(Ic*fHjn;5fqpn|b;&mhIM1rfVIYIzpRiiyVqkFL%Yx3M} z_4yhd&d*^)j3>A%sda~hb+@7CqY(Cwho~dh2k|?LitHcdHm)^B5|f_M;Y!6#F!Z;N zrRLji4+DGxx0PEGYU|#Y!|ds_XM*+;3D+#@#ioL@P|Y`Zf*&Ye^j*1DO`1Vw&&%d- zm67PU$Fxs0`g)ncFFD`GoT_>%ct^YDDR9#Luf$3gnNq*Vs@p%iB2F0o5Mnh`Zs&Lu zV18%)M;(27^s)5o7E|&Z*5&WAwkLhl`MM!%h#mI)Zmm_)fO;I6hk$UQX+pl9p?tG! zT~6~?LA}||Quj&0>wZhiviOG`)cgPHTk1KOQeLo@HJ@`<mD2RFf9(Wqw-3(M*Xh!N zcr}FBj?_5SIjZLk_iQUHOq3lCbQyq~R4TOiUhZfFmn2P`XTR0@G&~_L1$xKAuFoUF z{Qi`AVfuYxd`w3zf~U;HLNC3ZJ`@^e<yXUFS6Uuch3VYp`f@gZ2*j|8Be+M`Myu*l zsP3&uMVM#CB_#14mJGPYv~urE|3`!j%6}P6P0jgbf5>@NypjK<g}=trqr2a>yOx#~ zWro7p8<CSY%T+jFv8o*7pPbN%*^W?oFZukx0#PGMewktTNA=fQ-{jSf3gIGajnB2# zrwIu2tZbiC670iq4d+o=z3yqwUr08lH2*ifmTfC4VZ^~N^ZCdTf9B94q__i4yiv~? zw%c-!(%X<IwBI4eL6}TgcqI!NW}T<4xSF6KWk^#P_dAl{z#(K<3P`fl4BHhtN1;!R zdo@Ct8~E7H-xBcZ@pcNvz((ATP3|G`JfTlIvF^<W$)*j&19qk8+ugGm(E8L8(ae@~ z{o9fzs6Ai9@8%fU_()H_HfVa2VC;;mo~7IUfZ$Q=$=~_KirtY~hs<XpINKZkw0rtd zR6**izJnbZTW;e}l;do2CPaLWlwQGGXM1*jn{>UEF(!x>sET-a&wJK$chee6(O0xX zd+wJA7$K)x#D>sXe$E!}A`VQ`xkN#GRy*@CZ{!TemKe6D>>Anj8hNjWJhk#Tm!d_b zpl+X*4`<Oru<Jx3Q5>DY<2;eOg7=p{m~o>=T7n+G^=?j`Wx`)tJFa>8PhMzWP~vo- z>%ZjguP(auTnn(g_SmkBS<$(D%golQC#bZr)J_;;g*=`c;pNneEdSMo=s6anr`#`f zlA>935F5d)K@_k?-eE~KkHD)y_;8)Tag!KgmqCCIdTc~zU#0%u<w8a)<vcaNqtp~D z5aCzohSTZMmVOodwXA&r4IC782xK$CndIGHh;#|di%H)sQT1k&aP=v6xkLGH-`6Hl z(_M?6<hK&gi6#gLZP#jrdOgQ@aGM^2Tu6e-5)#wpL-CtSbGQhTX~ESdNPni>lJ*N! z3RO!QY<Obg6xn<nYjc|r$;C%1Fn|`AbRqjW<9=wk$j@uN7q&Kc_9G$eC}Y3iBEuLW zcar)(`@uBZDv96yZsmLqWAqih7$ZeFI8XIH?=7k{va%X`Vf#LE+HL*Oq(FxoTp&x9 z{F%OWY_V;5-&D^DlKGrYwwDGOmOmiR+Ws;^`q<Ss>z^dNMJ_NkpR@jDy5cubLsa#R zY8^13SiVA!uZp}=-@0|bSz%-R%M7~NC7!|4gsoq^=9_wkX7Z!$L+$sZ4}VJ$@2iE{ zM8zAM^72e+LTU)np1##o4c5rtBATEg@KtU9`D0-7A4!YL4a)mli0~6*)7rN7t;Cq) zD+2<(M=>>@WDoa@12FDb?{JDM-Yyfl@05xqasH=BsOHxG#YPn**?bmYN-&V1F?yNJ z5<upFINyYGVOO@yU)#q$bAl#v^x;xDvS7K;v{q3X9oOr5-h3aoP(Q=VrYJF>X9dm) zhcPPcV(>S()*Xxw_P811G)0PawpJ8&8_+NngBkX(%945iBFfI>zvLyks+t+Dvln%? zd1wg%?X)eAuO7Drw>($h&Nrwl_^cT!l!|ZmML(eH?LQTiV3<O5pLfWBp-pxlm_0<8 z-zU<oUFqACO#pRke_ZS}oJ{??J&n6f{@jFYqiPrIV4k?jFtfgJ%*$%U*DrUBKd1=H z_2RSc@tNnOlqP(rID&YcRynK<1H6^5%EGcf`V}fN;u`?lY*<r&22CJelP%<F;<lj2 z8!;%Puf$4`uM&XHy6!%g0LVyO?~C!5^AV&#yrP`1YjobmDpJT;TRigP>sV=FlYY{A zN3^tmlM>aV`xj?&{DCp9k7T?F?5c9%Ei!E53H3WT;L8)*z^UKO(4uy>vVoBlKkkc3 zNHMbh*`_cLg$SFyVOF=?B%QsDI7ft|SIxyAMIVI_b0jBhi~BBWL-i$)Ej~+Kt=saD z0tU;Hi8rR=nh0$KXfKp=QPnBYe~X3)Mdi=q$lV;wtilS3kwqPAk^*ubfU?Ddw2erk zy2_K~fk3lPOU^)ZM~36x0`+@}G7&W_rV0(@{u`e47428ug&9q96ggF?d!9SC=U@WG zuCd28V|C@niTw6Y9@s_(=?#Zb5Bca(0Lub$7_nQ4_K`9Ow0hp|OyWPJnIt0B!>0N? zy|z*y%PU>V-Vf11RLRU~q#Nt?CEX5}Y1sR;#%tv*<L?E{(Dhi)mpr0S|88e6zet4I zE3TDGbU{24lJ6^V-}wCRc@>9b!~YRq{+>}vo~t|p3d|>F_*W0CHvFH1o6qPdOf>Ha zdy2PiU|r5A<IO09=n9^vPB!gETgFmpnI`*iQ3rHA0Me&h-wE&^9oYOu1sdOlY}$+? zZ{X?*YbdcHEo>+)>7VE}`1$XDF77^*9AOp26L}W+^v>fn!;;uCCJ_L44c$8$X7LM7 z*$F^?$r>P{y4oy!^5O9_5e}ePIi{YO#J=DwsXZfyXbtyZ0j&`mB@NQ@aKIIMY)#cG zc$^wV0hFcUReN_8@gthTD}d*%4-9pi^ZNZ4c8n;z+M@KAQxf%VZMZLH+F#R}-nc<( z*oGDVH3JdGfmPM!<L5>(1Dp$2py(2k3rl+O|Mh7+6A;?CPbbFW6uu><r}obGqbimJ z_Z?2Wxg&vIgbNT|=kPk~b++<y)H2Exqh9YblP(6mMz>arl2wj%8U`Y)(Oi~CUQK6d zO~jWkEIx?%*D7}>QPOvqsD<=;c<`N_+zGugdgeTCf>c}FjA}#SUMy}w4NKbH2`FqU zM+k#&?Mr{<LwNf++r4wLqEN~>GHPMW=KQ}Y_Q;T}6Np$S;!?saIx~0W^Woa-ag8(q z;#4V3(3%oP(1e&AO>QjgC%$I_M*DAdk>?#~W1PGkZv?v!uLlz4qs$w7#l7|PohZOH z>8!ZsEYS_hv3$wXuH=w-IW}G??_Ak6+!L)7dHW$t+4K;nwL)03>mX)+Y9lp*%&4Nv znG{uFRTUFZf3&dlLUiZKJo37Qak%tXf~Gx-cN-%^ou<5A!Mi(DVRYY@+EKwD>Ag^! z%O3(u58ja`M;{j9Vm6$})KCed#gj*`rTvL&^Zw6KCJ0-qqU$r@)K;Q=XUnl)|L*+U zP?<#lZJed*?eb3b0Mr9oOV$te-cR3o#%=y`<mD`0*i{}d?(I{p$#LLc>c0sX`F#GP znf|o51H&4vFGhC5X@>lc2=%kfn+mbFvYk5?!hVQQ*T|?5pL<&007sXB_w?DJf_A3M z|H_{fVPMldg|yv5?m@*v4zJM5(`9o$_`~CObmbQl<9D8Se+zxOt?#}v(+n+`v;>y+ ztK)6Z$NOulBwNxt`_n1A=jEKm%>iimZ7=hm_xY)G=q9C7L#%+*=c8C;{1@DEJ<Qd~ z&BM`TEt2|kXTcY2%yoRcnsss1nljEq@kyfD4&2^=)q96GFe)*?tWp=gFsPR+BpEuy z;vU=aTkRoPS+G=#4ipu37VKWfP7RBLdWO7iO4@aLm4mp$FYBE%Jb-7+>j$h4i;BOG zmp6Q9VK}p|Iak_2&^_#K7#^2Mn&B87VOOcHog)+)@a8&ykYocww9A=Zst2BvK_qj| zuN%{EG|RT6z5nV4s%|<IIb@K`RjcSn+(42w66`DP&2%z=Mh^6oG6Djy9P{1-%-2$P z4TNlHp<dR#Aya@R!CJsQDqP*XdclvNrgvZR@PiIrqpnT?-e-tx)87Ji22s6X11i15 z_2Gqq<!meUe9?PKtwFuQujU0#bVHEj#DP?#F$v0sOd+rXBea$DQKx{16*4H>u@7rK zThbp(r{6%7@}@JJ*pz1-T2p9!P_WO?ynKhivtiUis?EMw2o9N{VGaAA5Hd3Hx=?*n z;W0H`bL$<NiBhW8JS$YGa*%Zs=7ENbTVXb;!g1y?^|}Ez!<a^gFSP08p*NQ9tTXKm zOuF3QlwAi#8$=x#{Da6%q_q!XE6P-BnZddyY4&qS!9AW&I92UtifkOH!Fn)WGcF8f z6tQzKZK?|n`U(2KN;zr<k`GW1<2FzgMu&f}**megi|rBEZL@LVwZw!YtydW*Fs2G1 zYR@_kL&8p{ZCXrB1i22Ff&Rg|$u9G-V|DUg9kS+TW21=IJZ!#;HE_zT?~IsE(`{BQ zE!zn)aq!QQw3u|`|16K3lCjSJT=V&&_T}xu9u7;p(<3qX*Dtj}-ct2W+j~-DunleY zrQRAySrWdGC)$enRvC#&optW2QsEkDp6*rgGbax;J5xnfUOBRd1hW(}pU4&Mtw`_l zX&nRWo-{Ugc8Y4-A=l~UF9wNkj$GEJ4=57<oL;PP)!9~0sN~EJ?n_?2<7`pfGpUnh z0U8h_MCYQ-W^-e9c?eWADvfo65Vf+`a-K(r+X|8XiKTjp6+$WrJcH&rXYc8~M?3O= z9?NQ`n}lX~EDmS(K#}tkjOGUEL#z_ZC*p#W48iEMdty`{NM+QNkA)P@?X+8$JETQT z#NiHA<JT|8&b|rg%;;1HE7c2=&Vyn@bD1P~*b+qaF*;jwopS(%+~eCA=mP-z7w`}F zJAm)CWhE!CfNlXVua^Cv{>^EIuBE%BE8|r9BE_t&Sx$?-tM0HjJ|LB=HR<J@6m`mK zePu(ekkltdY0h7zZYi7h>U>07weyCK+}_c_;|!ZGc-_(Ajf(;Bi@yTMf$PPc>;K^@ zoUWT6Qu8?zd<eq+4)>J&$gR?dtCo1CDR^Afm?Ct9oVJ8v1biP`r1e$X`7kgre*J9Q zbF-Q6efG5*PbH++_>c=MI>#qNZrL<hzFO{$PO?H!jtfqMKYW9$=Qwho5+;?7Nwb(% zm}XkIuX;=-YuF&FUuz8;*jc`9iwEV*7p8@uh_0obeFqD4cBW%8N1P1$hHtOq=3(s- zNxjqO5exm9u}kY0!<IAX^@68OiGHzZb8-{jx^I_E^BA#J)N-nRHV=E9B&t;aVQ{}k zf@vm;8W-O=NjiZq-|3&E$jByhq%3B{=^vIG!9D3Q(z~5eVe?C0m)0O*wF?yt&|>Yv zcgLgZK!_t4&}fM-=j8<|=GSloFH&;|Y*5ltCiS?wvLU18({BPN0-+_!Ly`hBOBy7S zh@J(BT(1~h!+KLZEq1mlHZ%uYRy#BHAJ8pS^U}-_49YIaD^CsD5e!yVaB8ZxEM&Gf z+9$k2akP3-NfkRP`gD+X*;Qn@*ZRD5)iSvf`LIEaSa99!mi^+S2UARJJ2oK(Qe=~8 zvZ+Gf40%ofiyARsCFw$L-CghepkB|(oG?@+56)Fr-)R|6ko<SW1UK<ivvG07#BJr! z$eG1EI&IE*BDm@qC=kKE`jkmGBtiq7FCW9DuTOW&>h??6NKIp^XFx)y>n^o29x<GY z-I2wcoJQ~bTvI~dn8u@yX|8E9#)@@|%~9^PJO7n?Ms26<DS1YWHLRl0z*xXveUD%! zync@Ht?ZHVtI~awnF6Q9Q9aYV2G$;YaK9Nf$fdQ+eGYEZQBiBT7Vg``^#%8IvgTiy zHS4N+v@MnYpduJ@x)V{Qj$`R$DOaQ#w|MBJ+SEG6r7G|gxw~j_aD)4J0h-EpxP;0k zX2}ucW@DtvJ#eab&Fv7#p0eR$T6O3)xJeDM7j|_fCXP%OA6f!p=>_4$SztErhtOG` z{_b5fKm5S!hT^Yo)Y8yjMO&$%)3+0@z+sY8kl|63@uVe}e%L_Ylp-WGOCW(KJQkcB z(qnZJ>eAH{b~5&68s&XOn8qpm{b^H*prV1{=RrA2tx<z@r@b$`sXNAdM6W|(CE~X7 zF6=~?0F>x8C2UVyzBm5|WIOLp(9O)u?CkEA1nq4*35Zh(_{a)+%?<o&d)#l^`crF- zgc#t3u>$yQ4UP8~zAaMAY%0OXab#FoxhBnY7j9hy?+DE2>(*;b^O>6FPqmS;tn$zd zr1Yb8qa2D3q`%q9#WeE6e4=$<4<q$4-Te;MfCuRJ9XfJAkodC;wN}{Fv;~-XDt{^C zNmXdiZzGo=Fo?o`n)}wSq0iMt6<!~sQ2=#v$XfWsXYztL;F8b3XKb~cdxFzl_^aVl zBq>VvWn_EBkp6#!J`dYujlr084!!+@Z5<sh6INc?5BG@M<UA5b9x*8~=bddo^^}za zdC``d>O)$Dj&ypb`WnZ^;W^XIfmI)|%RQu&CPUa31@QkPGdmWnd_*c;bH3O+u1fW= z@t=;?1_G~A@EIvy264O3`WgN+UQ~oo=Dv@wI#)McKE&1Y!v$-ipo@7lF$)naxi`rY zf@MtdCpl<YlOeyIT*kv?7?7?%l@opIg18<sif5zuWugYx>xY<hA<fTzj2e?hz(q>^ zt&9iG)-w$518eMBFUfi^ez?1rl2RsDp~dhEP#mvcuElbiCXV-rE!?SC3Rz$`%tKEo z-9%)sZ_F&b-g|#smBOQsLhct3PhpSTV(;^0;4!xU%m3_7aF69CR=>vmmT_)0unlMY zrnecJ->FgjcJFGo<EjyZ7b>9KEG0jO46~D}v)(3-S^nD{ics4trPL*37dLbxDgA~V z%DadAeC4)A;eEAjb6!iy4WazFz&&WOF&X<;>iddR-GK~*q9;R8c$`W@X{z~0M3Zh+ zaHMDn#h1i6v|2F(eJ6qSjY{1ScHGpZUzhp3I|#4?D7}p(55YGo0rS7d&i8@NJHK~b z=GkUmA^KFbolYcCrxRvx5wM2oyVicGaGTZ8ejA;5(6q+&so@Mi(xq_}Lh5=S<Cf$n zrdoqV;JmFl)I39+^^Lm-FUPPcs^-rKSyqE!qgv0l8`ecdMd``=>ti`5!>1UmoX4*g z%SBBm&`7m<Yd3l3BSM3`ncum->0iz;GG;V|`}m|ctM;wYQ`)L*AxqgEa%}Sn`{avx zM@Xp|8D?&7_}}`-y(9mHrrg(qzVFgSo0x`w#)o=ea=#3+sukFWRaTDU&pnYp9OcZ- zitTPU8%q(zuucW|ljUi3(K+C=F%yGog5YCsnp<BqSjQ-$Pwl=z?#dx@b6?@15FGUI zsK;G-<={!S+i%U)q)D!t%|V`N0V>Ek@1yxyAw0gwH(=k!g!bL{xf<3*g?+7WmO7E4 z?wk}N0k(XHhj0~<(W~b5K0O;mdxozj+(dIjhu55$!nN&v6uyEK{^tiim#X&9R;shS zp8xOFdfF33AjP$7ra&#+dHCO(9<hCXmhAWi_wBRd0J{(uZhA-2wT|g>;&RpJ!rZ$Q zMN*Ubi=+I;S!Lv)ctY9V&VK5)@hLlE;Cy6{PV8GRo3H(E;Q7gDg?dIGVC|-+6xlV? zEm4NF4MPYpyrnCx+S17H|KOKP7<s#?3vfV*QMZ12a0ipHP_KMF{@v(D8ojkg&=r#A zKrKN&^eT?ywqRv;9)@Mo5$(CNqs~G6N4|4eQJmt((mJSPsw=y+>JCbvt1G0Ac?Rgk zR&(^#6}l=5xKBuEc`<%Z!P|uMJ?+FX!*ZSyzKcK;l-GKH@T(Bi_9;<hxmN1?R}E1z zn!U)cZ=dNsBJ_%5xRU%X#TW{0oP7nTr8JM)J)W(7I-{3>;))3Q>M1#uHD7W4%1r|M zv|DiNW;PG|v{H&<BUZ8H)i){O3rXS2ouGSzr!x!G`%@_AWT5htZ1cKQN(8x8EJV2o z3&$PmpPW(*)4M&Kebw7_rgk7Z<lUU{dm<P_zC<?etll2!K)=7$`j5io!w1CzEVkt` zb_}IsPMl=J13i29i{ndVAy`0+(5>6!@i@xB(|(o_eUm{cRMGbYH`d@$-rV>*Nv6r! z8A3<JEGMWi(|odG+0NQ2guiF9O*=Av4+8oL8A^<R(R|>|H6TK~3o!5`ia{WGH3Wg6 zyyY;4^Yv1Q*%!>+pab{$l<)X7ugkJENiahSQyo4;xrCuS9?v!D@f<K$S3ZDRb8-h7 z>5>vp0iMbSv*F{vKLBvd(rM&`(;Lt*gWN^<*Bb;&y$o%~ypQ*jP?VK1kq0l~n~?ew zK7%_l@wR(=w9@g!cS_X{8DZqcY<|Ps8oyo*f5HMBONSEd#7(|=@RLV?9@$#XZoe;W zBm%W|(iA(8F9i7|>*^^E&SC&H)}U3e<TTQQCC8cn45)b^OWlQpCi9ld7Uj8hT~G`W z`X~<H?N0m+%W%^X<WJ#uHYDF(LNG88o@ft_Ye*Yeli*aJ74?6YW5;sb0?lDYs>WCc zVYum1Q$v|Ti3TXQk;vQoPCTcjbGwZ@ugu-9L(Cg<wfXdVm8vP^lRV@<+EC+wuY!v} zkTz<lOFNzXi9<E^A@dS0$w9Esswo-;lvFc?Dt#O~U12hze$}Jd5ire2!0fZdJXznr zxz4j+S8P2u3HH0;OO6^`6JTJ=3Mc=$l$V19gk<hFLJPb-I(MFIZs{fck4<mw-D8AT zEg1QSDvHYn;U}E&vAz?S1QK6CzI5ZY$<m`0b5+(!{}S?Yt14SS=hv_L)RRJ9bg{Pn zcdhziHFb5p{<n%xVId(e{sk7<Ex`sXMDFJ7!{9>-p)H$l?N<r>Rtco(<DdPMr4v5S z!9MvYa{lrEaXYF-SXNX9k!&W<#*x$vXtuY%u}9}1zh8?-@>RaK!cq5lZhWh@y(2Fg zA?^9X=asQnJ+6yDb_kl)YP8df8jdDoX?FpiaO|wyb<Hk$j5b@RH>TRj+4vH8wTtkK zTb1CLANVvCS4XHw!~{HOEfjh@`KKgS&)SHovqP99Fcp7ja`FVUSrFDjq!7K9<;(0t zPky)ucJ!Ll)?i2!f6di6Z95}>#T-hUKTjxL7laS@RtlCa&SbPIV$b-&F56EKzeE#n za@};xKXX@DH}C<B`j9OmR0S@a<nB^U{KJ=q%?}^HhGT!k^j^w~nnYv&8{xe~!7rL8 zj`~u4iIBEfV&?>VvKTre%5Q#772FPW@vyHYG&0B?xzBxUIc&WPC5~G%QHmNb$Mzak zcX(zJfJOHAP{AN{Yi9s7m+eFPC}!XO^;<9mDvF~2${;<PxQJ-SSH}*gB9l_v{_^)@ z3y6TmIUVrawL+yr8o#A>WMIdzAfMUtwc=m%;TgW0atI!rrKFCfWSef0hjM;Wim2(I z{4CrPgM*HsZpYo#nmq3zX3ZjqD&ETG6Rt44b5ipRpLenM$Gqsr4mks1o^KVmoL-W; zLZ3*^SMJkEqj3(?x&Z`iET-s-CwZszdht5Jp^GOKx;=Y}>exb1o3lE^OV~E=@+o2s zF5Vs0idE<HOz%RDkJl$Wn%)QL{k3TuK7CmaN&EHu2$YiQE&b-16}9?TdAFk4l0e0s z;2Or~0W#VLM+3-r^JIj*MT9CkY&hK)`r@q(3kLF$)UWk|ef2<@n;{r}{OZJY-1g<r z0dy&%^y?=&vL7$Nu8d>-epS6<G?7q6Tiji1Hoh6hyAe0|u12E`fC~Ez7Uk3D5F!Qt z_M$2q*mv=0LrZYrce}jE1u(0}!Q~Ey@3n+fZ^yU1rrMx)$|Lic-zdv^&@3|^5M3^P z6~tvKpg-8dsd2Fz>-@29))Xvc!*qq=2CgV|7fsHp1LlnU@=6hPjWfJNrOvPWf6N+u z%f@$yBk21f_{ic=;aV;jnSdq^-Ox}*i6G4O$N5JZA<`WFiI}(@dLs`8JI4og=?Gax zA*5Qu(%*ZWAH5Y6hAoQ4g1=tm%{M9O@dq}HvnQ|^y)<M*xVas?;1mi_E@|7tjLc#2 zt4AFD$d=>&0nah!a9qT!$~KMNXBFfA82gE%tE&rSj@={Jd(Y4R*SG%Rw4dg_9s9oh zUkOeTe}DD#xO^5baua`kes1^$f7K!RUqso)mH*RK8y&*o_)t+qNs*Aq8`M!d-!~HD z`GQI%gUCQ30{Bhb>HF#n@KJ$saAOq;wme7avVKax1qchjV~Z4eQ#!Qp3(LZm%_$lh zJAax_V8hZ!bwp|1Ds-T-t(}fQadcccSpFDc>6ZG005%CvCZ*O=voThvZ@1ij#aH*U zgV%oAIZEGvwAhg|;EdP)&a6*(f2hBp1uLX{LZW{(#a~Z=tk`ujStrT@&gSLE93p|G zP+MoZhYv}r?398P4!k$~XJPALC+!$L`*U+=!ns`f;%(t40|%;`cTYaoxD2;TpL>{3 zrv4bv;Gj}*95Ao13c)=8>O~93DaxMkR^%IOeD%}|=PAf`628D4y0HdW(NC|$&zs)| z%Jk{>0x0s(qat$J=<v#<H=BO=#I5_<8x?qTsj{hmO<(kiR5Ozs+_&1Ib4sYerI5uV z1}KP$QByMYfv28=h~faNgV0$V1G@wx;J74PQ(a?tYL>saI#h8j#I3|Lim%(8rd>~S zgewUhOafsd#438TVEaEWLun@QP1qwJxG|xce|{I^D4<VE(KgUC#a*6c`9p5=d<)Jo zm5pm}Qs59|Bhb_MvwlQP$<y(S<dY9t$ss&E!jxIZNnd<3q#O#KhO(8zymBnGa{IbJ z7V<<_&u2{3%HnD!EURI%g;hN%Z|(0O*{7Xb@Ra}lN`}G{`M80s(3tM0Or5mivuA0c z`mstV1yZQRw6FpDWI)MZf5A`n7Kn6M`oCXW)RD(KsCZcJ@1sg2khd`b=4iXZp*5)O zeU?uk*dL=qD^wjHb_SYf$4dTBI3%P_*4jq8eG}pq!jdwnD<ec#yQw)jR>|<Fr?SkT z)R62IYMqjl4`VCLTK%+X&_H>3;G1Qp^A9isYD>vm5pY-&U;CYBY}iREW4}}ym}*l1 zJmv^Hk_QM+?E|SUMZ8a-I1f#%oWon^R9(8aFM<KvyuJaE*%e~jVpD$StUH!@*(#Oe zz;;212VuS7)Z`vhEjDjl{6;dXP{BRWx3}y)cRJq~vB5$FBoNP2mEggYa{D#sH*5MZ zAXW6MbF;DwuOC2_8h7rvysmzo3sev!^=qiGF8RfMeZN1jA9!ij*`iA3GyIlolU8$* z>#4%YZQpTC68c=@sKYw1=5rHlpy0gPRs?06?0uR~q>Gu}8WaiWkbn`}^%4{NcXf%d zM%JRL8KpIOff(e>yK6gyhpS-k2Snf>e@@F!xxl*#=!7LH0lG^se*F(l;=PeaV-Mj@ zGeDWY^a))lBLI?EL-NmE{eSa-%AlqzwYdLaK|+#_tnz4_<-2~)3%w^wViFP>KsMCX zw?sYNh&(Ysy%+bNU7r_;JYcWg0SF>T>A!zn!pfjf=Z9NYNhzt_qa?Goqw)H*Q?{>` z2NJ~xC)0kin!Iz&i(+`G`H)0I2uuZK>~bxk+y+RBO2L1A|7lK$7q3gD)rrlRtOW?t zEbC%ypcZqnO`=A>MtXbg;;l4lksQ!bTsBL26L{cPBq6dDai&`_ZJj3~HVPkjjK@FR zU@#0kj_Twa=7%c{Xs7`3#IieoZYJOisFhr41$dU<iqWG+CNjt}$aKWyoTqWq3K9xe zU}S_(=9VGgQfAJ6<mCl3dxKfV(pa|PszDzX6*cXqfJ*sA+pN0gPoh*5u4ct&vuYWG zp8rPSBpd8%)rYls`hwS#-@RM2xOJBEjT4fi$O_pxw6`1eVT(C(<H&PPD$GeZfx0}K zgVT`^xJL{fM6?bz{p#p%FMEov@7Tljgy%M45T-KU*C;l-paP3G@O}TuQs02;`PKef zx|Y7u1DCj;bnjT_sR2S&Y+fLyF~Iywy-BtHRr!%N=67QNotK);5HKB_n;FHiLFLTq z|1vlJ6UG^OZXtj0K&}ZEK%LaC2$qsIXHfiq24S~#16?G2y8+bSjKWh34%y0nL%cxg zdNb*r--q{%D`BMR!PYw_xr`u5>65L+LXPpLZR?}=qMTJNENM&(`!Z*4P3}#<-sZ3% z1e?OiDRpE3z?7LauLU3`o1ceMww}$_fg>8038t2MUNP1^5?=QTaaaSSLmDdbn8ex_ zhRuFdIx<ZWpQI`R1uIsf-=I28*VL$%t()-9v6eR&-V1CuC>{8^JmE3Yt|tk)ELG1s z5EQynOiCJrE0Ha0%7fjd_BKAftiPL3E5B8JuHl^W33SP(ND)=5J5u#k8nUM0_x0nG z5-wL-rri%8*8UjC>C#aw*r|;l3ZUmST*564RY+7{?)$9k-7$q)KQe!;f-%>&g)7an z3PdSvWE}I#ByPZh!OKOXyc*iYg<*A7)4?Us7h`UNnF%nP`A&GltSP6+@2(H%QylKq z>*8n)7B4jq&aM97)yYCG8cG2;4^T%X-iUeO!jXn5by{`(Bwlq6+xT=6!9ky_5Q(NL zw&@bHG*bwZ3xrYLXLi<faG%uU8mPPrAy;ON4;}7qS{;8(S<?RcUwbk^osZ<IPjj;3 zI1$sa!lp;m$1sJy)wsSeX!Fw)mYiwm>!ns*qJ<Q_KLwQHX>?gd3}A%hg$sEeU-WCl z%fpDbqj5&7_1WJ}XcF&!gD^=aY7}Iw93(Z;|6wlw`@_=vM~|dsr4iX=W>Vm~iK(82 zt<8*FgsTX%PM?dFsAG)2*g5lXC{d_br50_5Lj2I?FIEf*&$;iU?!Up}f4aD+2t|If z!R>%}{OeCqQLId#m{woh3)ku|`j+TuR!701;`N-;N)fU_2*1!Ql>roB-P2PCQwxqD z8)sQmuB?>a0ZyDHuX-X-zVFajc<fD)6Nsw)wta~+kvrjhhfn{%O+=ckp*m<=m9^6a zywWIj)A6ZReoc~s{c(8Tb8AFFg|6=B=G2&9EGVUWy#`#5R`d_ycc~jz3ClGQ+DNc; zBrF+}#88NKmUw|`r5vbTW73X4MGdNYyJq+8BXCPt_hJ`&J5eLI_`cW46TnDyaf;*M zdz@&WuVLwq((i0Vg7nP4qo$r}Rdt9i4y`FZ_u^@6ilRE)uvhYy4Jpoow%p+u<~>vP zC9ytM*%NrQ+Z|iHygWX?U3SPlk|*8weJ;*;7#m^hTOVhD`I>t}&k0QHiYt{e^M891 zgPX@Tu)bgTbmr&B!zDtn^BJP{6v6**DnnNJXoQ4*b@b>c-pYd|;uC$R^P2DJ)S^BJ zJ_sGjh3Q$g7eHP_)ONb3H7tF{NqrY<#fZ>!?zel$C8~S$@l|QfpqLol+I}Yjid_Z~ z);B0UE@J9rh>Tc4VB<#v#NQzbx<^uPnk<GKUnDdvN%d67vV<dnm1Y-)h}#c><@Z6D z-HA?z-upZHAI+A}bpW*V;c~PEcCN9#W46x?9)E%{k6e2b_Vu-Rh)T)}G{1dMCD_m% z^9baxKkyMDp#!WUcnMzfjadS-_3_X=@@Mi=RK+z@iiAyj|4;tQexghO0;zP1O5j}f z>~P)YM{qhs%Sia@<qI|Cp~2Y!&-<L&w%#+s#^MAF3M7yVHO7`VdXf{oH2>;}v*POY zr1u`4aJd%_4~5COaxL@4wrV7y&&4*j?NG?U>7Ln0^{vEj;1rvpCiS|0(F&mxyB!V1 z{BbUIi~8vCsi^_u#+Wuz*dE3^f5M5@5)-_{elVEIaf@cj`FVbUbAKOZTb-xp%cI;+ zu(?B1bW?%f{O6ifQ)FX%rumBV;rNS!Y#d4tFm|I@CSPG*!rhqL*1ah7dU1vttt%4n zaY^pWe*xlTIpnAs)#{aaD?gXN86$$Y@J*%Gd>xwAt4?j*rr1r@m&RT(Q%gE^@(Vi! zHhB5#?^bEd&vUbljlFIm!Q<a^h*7PkW!_#{3HI%$uRF|tJDyiN;|$Ek?<nGrQcllr zSI{q2`ft|>EY)z}-mk<P5>5|%Bk6s*FZ@7R*OM1lxCM2Y{-MSoAoI6jX)Hp-EqM~N zvNPs>IO+OKv27^|Pwi6S;Tc-qTwe`usAI+4&@P3@pq%~OrEj#Nvqy=zncpcUm<j~E zxk6~9zGQd9FD#$O%N?<+-d`LY{xvx#?`-XkmS5=IcfCQ8A@rS?&F>w8hSKRtzW9gL zjFTqSKfjFGZvl(hIoT?)YP(2dL3!Iw?Z|KYcUGqPL*UY|j<q@msHmZ&yT9Gr2e;oH zCe2Pl*glW4XoM2$CIIMla3<EeFCL?<bHOkL_Y^*uxOQalctDaKoyPabe+HujsU&uT zEf#|tbpLZH|L%|2LZ4_~ul@`CEKn&~nmW<RX;vtD`2KWEaUIci9dSG6f5zwEwX?(c z9h<`3#wOAt^F%n;F{ZWU9f@G@v|3W7uP`jU$7c=6c|1tpAB#V<dQ4={=KL1}`<t}I zlXc*J;&mPRGr*!y@Bg13=C|bXYjVSC9Fbl%Qwrv#?R88#kQI}<SlN}?@jV0p5R5cA zUwmX~kTuSda)Jp_KXVA(>Sb!ZD_KRI%!8WszX-mHGtj($iDChiJo|C@WgC8A$hD)S zc=beuRH;%*_+Jxy`15|1JMY(50R5pZ_Ci?>S4xRKw0Q5-?)<Xd!-E~@qMh2})Jgw7 z0jQCP#rwAej8>nyUfzCBYmd?y=rv~Z`r#XfGOHl=j)WNlMHDxEJua*5(O@r(<6B(H zw)M~x-;?$36GnSxw~Xm+Y7{y3--za9i>0`Oa0(+T$GEL2=^-IWY@DfF7fe=<wZ8oC zG{aH;?7)HtZrw19)23>fb_4$l_=)dI*UOMC;w^=BS2CrAkZ#AzZbfPLgCc5g&Kk;~ z0Hy&lZPxA>ZVHjD#ubDjWr==*Jh(`7%ld<3u~ixXhN^$?ixrf&lCq}8{${(^{-KQa ztRZ9oc-H{vG~rDO6uRHkkyu%j0;IN{_8IPOCj8x<-TQO#{4$(tXFifG%?2NTSp=ul z@lK}5tFvCZwS+E`oljFFQ)Y*x{O1uQDcB@3STSp4>RdY}BH2%1Mhz<x9?W7o`-7Zj zVhlc3?_mRM?jul4x(O^a5PR)SDjEC&^#oIy-$gs}YJ*MhztKa_nr$!X6u90j#!#bC z8MoTKmSlHUw$C;tNfQEtL+bLqUYrnPSq}jBI9P0bjGD8Du1?NNeD6De{)-YL+@IBG zc<+B%!uP)y6uu`6|M?vArR=WISmb>t!WfZB^G2HDcnIL!djBl_D4fiMwTeV}*?-}t zm8r9Dwq>2gb?+?3>6SskOSlh+yENS*=l&eqyp|`3El+!VPs`UL$I49?tH^?yH1$W> zzX6|QNaa_R`B>uHYRiH&IUZ!kjeGQ>AgbpOP;2W_v2)+T`t`vhnltMPIXYwjXu<fe zujJlbaK}Ce*ji{1ccw|Zxv*dQB4=X;3C0n9b_fyL!RfgsJuk+|o8dmiI<=a2cOk%h zEcR9$>aTWaV$1*>v}~I^gy~e-Aq$f44+c6-71wxJyN{A?lY!wFTvkrB<c6;Oe3G+) z`{{RnZ~Iq%iz$lyB*x<6d-NUdi{{&H#p|-B<Ondp;1)h5R_PkY*T*_4&!Ief0|jIe z>D)ar)+o-o#O(DAN&#l_x&Il}R<2Y&%<F+B*hkqs_fDv9Y7MK1Dd{S=X2^l~&B31G z5WyNlN*MXhib?uNBG`~fC84r;vPQr-xl6G;`B*+1D8?fR0Fsnw;jKgXCtxW3YxDaT znKwY@xbc_tmVesN1&C+)N4B;n-@#fesT|W+S8Q75Jp`R*K3y@#w5j&j_0%8iCw%%> zD_vKM+;Jx+CSL#B_Bow~`X!ih4UjBfOOpFtuiA%g>oIga?)yJLSy^q^5&wnPpH#TF zM7X>k@m@M3_q)*aztDNTLf+!@$3f2C{XJ=bs8Ov)T9x`=trw;yt{b%)+SKa$N8i%o z3QX~V&&UJdo-^TcYGqY5R)bZL<hlV#$AYNOm@xDqQ;5u9+}Vi)M7m?R>Pyq)%=nat zEpF0)Cil<sTn1>kI<=;}>br>l;Ul`$!MjUA1ao!rJ#6vJQ18JP#@;9j{nkddHYI<b zsY5=^vC6t9er}d6g();ONm#dQ$D>i|j3{w9|9orzm(Rf=wvO2vH8m!Z=X6j_b+)c& znXUHdnX%Ey@a=LOGgP%~s{jtsqWcVC7OFBesn*wBQ&<Jov5^Vwhn-wL_6Qp~nJSn9 z6S0GszB_WK_4D^`tdfPJ*4sR9ZB#bp4{`0Jw~%OutY_<-yFW@odUPi8>{duYvywEQ zX=??3XUZ@7>k4EvMJ+Zu39hU|)L%}7Z=Zo)N|@ns0;r?TNYZlWFR)tG2ZrSibO&5G zQtSABrxA44vJchK;Ync?u#n8wN$7i#>i%H0|D~@TH<(ajV?0MMFc2$;lP^nBhL@Bd z0sqVsW~n(BN2-U9su5n#sPm#k*9;PAtMgOd-iGB{Zh{2_#;ixXHS!V<(rrF>$Dg}S zfG?8>FOhYt!7z`m`eF)kK}j)~WdxQ8obinAU8N!9ex=}%97=Om>JlI4hRqS&6j>As zlP#uHfvf(4&lP6q)1>AtRZiQ*rFsQQ7ZqyWwXsnW!ewCQm*;S7e*N~@EJ9`KDCNId z!gs%nm7QKUukQ$V$(|%mvD+kQRNBgg4?T}wlu6+Gb39il&I2$nCT*v-#ELRG=C7p8 z^B~_`bCh#U%}kG3^MJ5n*kF$T7ZQuB|8%B76>RmE5bAkwf1u$RWon6;5>qlas2~-m zn!ux?BC>G|B3JS^ipfy{grV!hKX5U)Pv(h+1PR$M!{3Bi3Dc{}%sf>k#OFb$=~2Vo zesZfu>voiyeq<li_|*w2kD#_cO)M1E+OSRWFpoQk4PBU}x?pb%R%91A|9AkFF}jBj zjoj-&!{X>}-kaw&c)+c5)8B=@GKE+MD_s+;A9WNF%9DtP|2~FLEq%B=dq!q*U-bnH z=b81QI+L<M7fgp3{V(TMNAyGyJ=Y-y*Do^tZY?vt4+Ru5KMVk`@gvyB(4&ag)z&t? zva^7nZjGer!aQQ_ebz~U3-jN02B)y_<6AUv7-7Ak%!~Ws-Yu0q&-&;2Ybig0p!E+= zVMZ8p^AM8KijYS5BtLJ;<Q}3Eq4-M9>-qFDqljd^KhBqd#^<R10dl(p$A3zyDjSpi zG9OopakaEXGc-rg>blAre|l!d9>08aK@(E7VQCZH)cDIZif<;5Nc!Wd@^|EvGNP_r zTlZXfAKmEOKRwml7^Q$vqR!Td=YbkdJN9bD{E$@chDD`OEyq#FIdtgt;&UKmnbkVT z5g!+K_NhFgYjRuUBlI_JsFLnIl8;Sze@_C&KIesgk1_9WL%Z8rENm)VEd&ImzZ((- zMh+I#OLPH5HOtDzXQW)yW!;?Yl`0rQ(tlo?-Zp4%DG{y=FzK_BqKuxzNX^yv`#ols zLC6xtx+Abpm8l=yYRp?|HlD4^l3+3F%4HRXhg}6w{41)fUHarTY8Vi7hhV{qXwor( z75MgXtmTf}^_acOw@c`_zywLZ7r{4IIAh_$?VkCWZlLGfS&&_=O)6nhXSo}CTkvd@ zXXT=xlSfhC(3$RxdUr5%${c@~)jC8%<0zdz(J>HS#~a_r^l~E~7H*!IaR0VKu07k< zhOHp0uQ%}&AchM}3v1$oItIWZo0)HnR{&$y0BD&j025t)><hT?P;RQ%vaoJJo7_g{ z*@3bsHM{LXbAf(5sF9-6C`V>fII=l~K^tkr^s5GQVOW1dcFVIwS94-)oFX}Y@?<5g z5yMVmTu6IZuYj?3lbJwu%&{P-ttmyIOLjH%oDgC%l(i|l=UMX55-T*MeNy*s7kra) zyB3ZAK+b)QL+bsIg631r{T?7^wk7(7l~0h>4K87Ls(;m$7Vh$LRAz<)Qz&l)OIcE4 zK4|TiMXxjW!{OfzZYDy`^h30LkcmIkOh4B+q2Q|FOH-G*V+a7S?19=Ve!6>mrGIqb z^vFCg!Auh8jZ|a=DzSn`X1zH>z!7PG%!S~N-)xN?LGP$Yz%T%N8L#@)P6{$cLNj<p zx-_mr=;x>QCXoWq28yJ29#qmA)wPYPYlc-G!#A*OE6jm;R^I)XQ(y)?V&Uhz{>n<A z5(iW<U169(+O19saU&_xk>5ygv-A*FXwe;RKpiWeL!C<)UUk|{__82VnKr)h&)g?E z3T5Zz)#Msmbr)20(|)5j<iQvHEDa1%kAoF#Zk+U$BDV*&G5dQm%}I93;7;AY9CuBv z^9S^p+Xa||E4rs>xn4<Aeb2yt!H(8|57-T1iMj+apHjl7uTDL0w&DmDUAcz0&wvq~ z^JNf2rbpmnv-_Kvz5rX%YVY$HiHykx1;d<g-HbE8UW15P$qK};LVniu_w(96eU4YR z`A@!&AUD4%ew_1v&@OGecs?rL^T$)@nFK0xoo<CcYHinH$#|@k!kH+>=x_<WPaIBy z|K=hx8EM8$U=#7y43;n2YBbBVi1lZd=|LWdMv4zlkVEsQKW|~_7Wuq%L)w+!VCU1( z@S&X1gB06$5=n<D0oDEGZiLUH*{lRjcx#0E*S_iU1+DSzt!;|4&TQx0CBzW>O!q*F zPprQ4O<--*s?r5SEjkX5wly|;pHIN+PuV<2pk#HOc6>(}{wx|q&1S-UQ9)!F-7{A+ zy}34t{SlGRo1&d#YAvQbVnB691L81KdzTU1kNi={yf<D#Z7T&tW(=Jb+W6#8X_oo| zwM*jPx^F@52Q<r_-mJJbZ}0rA;+s@R?{ALZw{xc>AsEQm(ll{3<IFvqF8owFd+B?a z>~>kN{@9#x#nbA}T^I`&nQip_u3YfKTj`S2=#B`FSoFyDO3Y(b+&2EW`~3nHTyNI0 zueZ@@)y)6kHr+0&+-kk<25&#l9rlqQZ>m<7guQL$I(f9Uj=n9@X1<k0$ftS0=47D! z>MM`h!9Z$_s6`e`etrzJZRLroBOC6rzrXLe&BCa(Z3FJm)H{(So3k{M)<{E<8s7qq zbXJnI@GrT0ZpeuP)8~FG@91xu=9BZsC4J|2%+!*THF_o=(X(w5-t*R2ZqVgbeaSUW z0`WpbAkM1#km7dN)}~_vdfp+p32)L#(Ps<sMI$G?HUdAZby@CJicytyNijDlqRfkV z{(<MR<vX|EC$c~a#_=%s*e`21+tS0Kd;Hk;P1N!=rtrTuMt|U~mpW^n@cpiM2F26n zw!3D~X7co3&mcb7D(1x)n_kl=1B2yy+IAtYn|H7Ntly;k&t#(HP>N<cC7tB4f}PbP zowT=p``iRj28e>b$(XZsUDh99N+?-%vsma>B9P*jA%!xncNzDqdDtiaV3bz`%j*D0 zi3ODerT_I#%n$#uvG-232(%R^?`$JF+L5@&?}`)FNm5=zAFiDVQ?yT|IY{QlJUo(c zizkr*HIf{*z%Wif{OJ-Tob<#OT^@s@+ORzJk^BBwVSjp`X9wAKqXi-S=7gvUQvnn6 zyAUf)B6NAq*Qq^{HQ!F)kCGgO=^(76-N|$Af-`p%YNZLhb;)7m4x@hc$E6P=pFAjn zI+)bn4U;*ceNKXVm|}Ck{!8_3;FughMMzV>wh1RI08!EZ^{Yns4X{UMGjLG%U;wxq z{Fh{>^DLv_xq34SijEPk9@^n=0-Jqnt}5XC5a#=`kl8El3=DbW$1)x%FOiEt5Dxqu zgH?z1TPhCR<idH8{}eq;u)oyxC^>|e^y`n^ya0#K@9XgcK?ynp_@jdF05fH3YVSLG zFhy`q*aZL(G7f82`dshimq(VJsa#xit^4a^xy?tW;zz*8lr2ZmU6pa8lXu(M<L2NL z8mQ_@1OSG_J2v1i6nZquZDoT=XLFFI7S0pee6itO&I^=HT8c41lkvQ`{+|5b-;*-* z=cpyhO%ESm${qhf3QXzu{VZ`Q{l)=-=aao*azU0agn@qI>1OAn+VUMVC4A8HCgIsb zfHFwCc4v*u9#1^7;OD0+$5L0?xxnToB<!mqD<kiFv=gxo7}WY2J<u;6uUpO^QF_ct zm~O}gD`Jz<X*5Q8zb7YQ!q4Ahx*_~4fnLAX8=n#6&Tx^Y+aT*j6Z#x%V=IRf9(qIs zwDYUR`et4dfHCv@bFjO~7mXor`qc9e#F@^VBngGf_Wn=~fVF6O)K9{)B?vBV?B^q8 zIIi?<rzi-m>mYB(Dy=jLvE(@y*Y0GMMV39T#KM)IlYkU#cHhTWB`tgh=s_Kpg(i2g z1*p9rG0v~QE7LX<73!HW^7puG2$!@GV~k9a5P|?Dw{G;PM_+K6V}Fx2z_e`((Oh<e zT<*UA4nEw4ex5hxc-Ny=Qyl{;^lXfy5d@3~U<G+&cfTXy`>5=7|4~K9&WH<K+E1p6 zlio)8a<DDzEJ$D3VlO4o_Yip2cJCb43p-YDtF{RN^>g!m2XF+Zf=&mv;T<lTYz9q{ zAwku%>lB4!BKnH`b$&*I{AO=rg+AOwzW~J7JmA3Ww_g!-4TW(pk7oJq7NPpB!2i2} zaqf~X^K}`1MIWmBGfIL1;_raG6uVNkuagmqW8l1uDP@4JI)0b@*U<kVd>z^=zLXq_ z7?LvU2MkjMFqa-hsQ>@*bk<Q(eQy^>KqM6bX+fl0ltvn*Lttoz?g1(3E(HXn8>G9t zySp6e?vif!9lq~c?^^tUqr%L+XYQS6pU>Vqs=3u^eiP0uw9l^qJa%kE(~M`T0(zt5 zNxDMg-m0~YC`c0@?aaAS?^k9oPYD*gH}8Af@NehHo0{+W?vPsAoz$wYs2&|n9~(#8 zba*V@5;ea@HRfAV;T%`c)wsU0wjMrX3n2+%zV8nRcNN&+3xJ07P(8M;9gl^1L`6rx z0>)^M?~YBo+N3<Teg&!}|Bb(_9!J5+@s&V^3%KifxFiQ@t^$wxo3ymF8z|c@^gRF9 z@xpUpx)xY@@@55>fZtG7N7pZ{RT;O{U{{2CXSdjq{nX_J4CZpz0jLmrY6&~pzH?Qz z!!8A+(--@cJfv0_%BiH!+1TB@pbw?&M`;C5(p^;D!!Zy&v)dg#k9lt6(K$L6NC*Lh zvaTC$?&U?C-NTBc{2ls$EzIomqle%7JUGMM&!syKbz~I+gdY&@B`b4C@%uCX*}4)U zSZqYrk%&XzcxPR^o4jpkDJXB54TyW_!G#Spc}O@3w-dI4=YrBb+q?D?%bczLr^oee zhNAm7qB}Z~yx6Zbl(LsV2nJMSCZSD6n)<EzuRHCMPcQih2+<klyRktw6Hox>T+)*- zP)A=Aeuh*A6i4o#W{t0s+u}Z3u*G_s^N$`yuW2?i_9>_+V8bT8NWw)x^At>20Sej* z&u4_laDEx_^}yM_UNS$0A3IHzt^pi%*LSO!$TYhceh$|`M0cnZybc6AFJ#_fCz;lF zsFYsRE(E93oj#?}ILI%1F7gg1!Qg%QNRg_g;ENkztO!z(Pp_mT37#*bWMM7gq4+`E zM5y7l&{`S=2dtgP1L4p}T|9821}R8f-cUEffEnYIm~#B7Nhdtyt@7KZ$dovVzO;Az zNEoNr-!n0;exwLN*l_~1ih)tpAdP2RM8N8F8SZniGE32OFQ8M?l5NTMdR}}I>9po^ zz=}Aoi#YkjCOLKSg~XFU-)2-`Z+!P|ULUEtMP}BRn_b*fR|egM{LhNm8L~E(K=wS} z<h~;@u4&NNdt=w6G(S*M8X)??%A_XQR=rq@f;mWj++Iu-Nip%-JmVLB_>QQs-kW!F zVV;vGJcykkPi{4S)OHT%i5O6Ei>7*Fsyj=!FNUR|WF98?^qZOz09rAxC5U90t){s3 z-Tnp^s^7oI+L-sYI>E^n8$5U^Z8=+FbHgF;J%QTz>$;$J?0fd*7Dn%?SKdD;aO3u# zuG>rCciLYWJA3N7Ju6YMz5?4e`MI4T9y8kr$TXY=%i1#HhmqG8-mSGA(hRXfLb^U< zqlL2)tyjk;3|M8A!15i6?GxC$5aaxJ>jn>`iLj9-W#M7{A`a!%5gopDSQ(`29u$Zw zwhHK22*HLiWoKNl5iQJ8sqU)Qcp|5!f51*y2p{}9u4>8!U@J2wew-B1SHz+e&Z{Y7 zqgDjypH@oT(Ac}g<@w3XO*}0Fd?u)VdgQgBU+G`sHTCIKMLym*fqQg4H}%x|@0IPH zrAzNs9WSR?smV_kGoQ)q9zhYULre48DXA|_&qT3C_hV0X4oW%AGMks;PEXpF03Z^Y z?NmbGX0A{l=>7;SeY@T>5gb^&n_oPt8*vY1^}HImJtBW#BflQ~e)(9#{hU08D=}gW zOzKIAiL2vT(l8iobbj7Vc@K&F5}|%!`|l*+Tf<2oJ}(dc!M(&2t<Q)khW#p{s{3^; zV8N=u9qAVFi}mx^F^cj6Q^}(-OyG(g8utPn9gKmUX36{7Ly-5N{n*Neb9+8n`3;B> z#MAy<f~Q<=x>2iC+g3NJ#6A35dz6Md)+Gpte|Wvsz#}uLvn+K@-8dV8QEV&+z-duA zL?_MiAYijwQoMdD@9qr@U6>e08Bvyp8Caa0T(+A$n>&9P5dc9H+R?Pw^BT>|qB_C2 zskU=^ZPgaKy~#6rr@<*TkkTkKyJma+33zYnnTKaj>JRi4+(t&je&xYzdG0>ukCv8| zSq8@~boeSgpiqF4q!AD((+dSV@?|vP(g>T8Bc%{%G#C_Q1bdE};T6-P^X1WakJGhY zMlD?zEeO*KFIV3~7-gwV@(2%tL=2*VZ&GmGzv`B~>5=6DkW6}fWG^+a1d8_!R>ZYX z)rm*jX@)74$!_y63_>$uF<L)=o}=M-w_mL((TPL~^klVv%UAKAy&6cdMZ*I}gYSZF zxeB5I0$$2A{{3n4X`dRDKCnCO{;okk_gi7ehI&7QBMUWpA~9@Yl?Ao2ln=OWdR0HL z2&BepF_=`R=oVD2m^G0?2MihM0pfMoTL4^!ecOg+(QX_ARX@4z<31dw(rQn4rWXG; zX*~M+r(wk5lr5)*?Ab4sbt48%7~Y{Z#Th2FT1$A{?HJ7sxSu}qY03fx(hkZHyQH;a z)(&!;M(q{`%adCAcmfY`>5>**z>ZoL)ltUt&`pj2YK&o3T+0}hOxfo!Sh4Z2HQQCx zqz=Hgddix)B%TZd(s*dj`4M@WiF_PSWgj%BBfMamYCw5ew!Nm#3j?Z-H$48U3BBhK zFk{>DoV*1dJw+&21p&Qs1r}DgLxfNN)#QgvDceOyfFlK|>wm&wL`9B$KT-kFin;dR zovy$eLX^hQEJls4=%dY5`&1X!mz<-_Tsx%Icz6U}1ERUYHEApcJU5QoYJ<u_E;mV5 z;Io9Zg!^&Gp0i9rKaeVVIh8;h*C$lj2wuNLo}RFUVd!ZL#xqe4<6hjK1zn%|jU^8V z=G64wHfj<}FZM%$L9~{tEkfC^ziw^y^s<R71%Xq_u~)geHsz$79G6Z@LU2<^M}j?u zspRosiuz;}{s!pXM~GA}PL1;iz<>BlZ|AJrW|7h6cF{@x!O&cP^?qHJC3|f*4hRQo z5=s9^CnVt1e-jbgq6ekHo$^3m);?KSl6s!sWqp(}FMW6RQ(|J`-psl(*THPfi<ZR^ z`MXK^JKw8?Z|@5~7X`li9s1fK?B0eBvT%R{zkH9njI0kFY(N^u9#p#==Yh?5e`@~> z=ZOF|G<=dSKJc#oBg~|!BS1lV(W24VmE0auzsgYS1%FDg*wL;}?-`x8gqJXy>+(-g z0l*s(It`zg)~TXaiU*HSrYE%F(>of`K5F?QASiMLrFfwV4KPL3{X>l!PZ}U;z}ag= z?^#7=UjzC(K*9wtN^$-ufZ+@)?8SGsYWfR6NM)vXGYxx076+&F@pA#dW&zenR!t~` z$`9jrDu0j5cPpX3V`5Eaj9}sxVjAy^8wmc1YG&{ugiAP+UckfYxQS`A_^5qDHBaM} zvB5Jy8i~9dW?2P3zJ5mSX?s3J=Urt~|Dt0C={m-<&59EqUfrg?agB)+v!)*6lA`gT z(^@N_`+upgKtjq<XUVaH)R#kAdK_$v@V{0-G@_v|W`QqIsw^Qolu`2&;8<qu(jhdY zB;Xp71%n)Aot#OPI_MrI@)Kkx2QkUy+{FEp+;j)mg)bU0G@6!7#U>;AxeE;yRTfs! z@Pr8Leb|Pv+0)r#PWrTSOG{@1y>O-?&Uu5~q*7QUAhPn)-;z?!I3$J0mRHJEKl#z{ z3Kwh)Wz_!E!Fub5m_o?S**8vXh9*(v-{)cz7`LEZ)3V>A4xl87Vr_~IM68;MmV&7d zVm+&*cY{RGlcNo<mX{_ryQ(gd_tMi}9D+l}lk4x!BBYn>lQhHG3rgRq_v>VFy`w+F zK=hApx2z_{ndfs)9r|n&UlcLdLsy*K5P4zMtJl!{H65uWA*?PI)6TSDLA$gG3WAGE zzswv|&v2KYFJ$-cK05aVWM2sYvHLHb!#}olEO4!sZEl*9%M~%|dKw!0t=$f%aX|JY zZAy+#1el;v9Dz5n5g2iSKPg5Vm3F!bQeUxuLoDd{z?{JIM|uEQ8UOP-gZ%^FF#1wR zBe<DYgX1DH&9E%Jz8kH(-?q-`JcDYz2M1gg9{bG!=SA%ojRo)5f9Yb45`nnir~H0v z8z(^Aj=HyW%supMJUvH?6QAq-=0A%s#3T|`-SLl`5Zj@Zc_IFNz@q%L!V5cpwPr?P ziUpj%2u=t%DOtB1$g?4kneBALb#+Fj$8$ATrZwsWxm57;p+8d1JLcUkzu@P!2s5fb z6TnN8a^gAK%BK?EDdaEy^{)Plp9(7uT|i<Ysn;6_G}2+Gx(o=%6^gZGO*H02N(Ftk zye_V^OO`NBYBo7W4w@y+Z#t{dOeOZGs(s@-O@@E@UAhz*jZ+s79rgD;-!$!kN3K0n zd^G&*oh?j$nDPlrO~OI^B+u<X3_gVA#pzN7Nl!zsB|b_j>F4-A!|CmA!#{kqG4}=( zi7@sN_2?_X7)$-CU`b1%zgt1%srm}J8)dNG?^w;p#T{NDr9v-<%eqQgp*@(O<iwF^ zS{E&{l(jo>BxSv~r+LOckNlyIb+X0tp8w(J=)=*(xX@swY<n{|02yScAp|v_s~Epm zaqBVvQ7-#~{?~FkRI8r2mE{mK1va~!!{{Nd6VW<VE^9v}-x+JF@vBNvA{b{}e;lF4 zTovs~U(78qdsyOgeP_7%@bPKhQ>ib$zwnD<i)(y@;T}1<8NYF+8g?Y}9q=a8{oKoF zpr5ll%fyHOt>y7YQKI1E>*-*6emC@&hp9%T%)9tJRNXG_B;$<aq^_$i<G;YX#lTC$ z1|c!HzE3!0)WW##ieF96mNU0&%t@yI-CI(24NXXYdEPa<Q^1Mxgo62VUu<+gU{4Uu zbMI?P?a0t6=87Rfn<qBiJlC=N%D#YoALUin%@Zluoy-q2cOrj6j;_c2d76{wzL%$Y z7k6liJw*3#T_@3}#`T9^q#ro&BA2|qFY4F0)kE-<+cgS>Hyq%2V(w_{%NZ+(=bXb+ zkDw35BT_${RIFD@xLwZYh@UHlg*^Ncm^_p?2P`-Jd_<HF^G}Ww_(X*M5_Bjao{4E= z;pTlg|B>=$FPO_)xTgOFK!wn9^+pU0Gjx7!za}MdI1aC9+`yIRxN9D}Z$1rP3_CjX zh--1_u}X0bj%*BMHo7WHy?gt(*&acLPU)p2?h&{&(~}igpUb*DqjT8*jwG=Z|C1_a zf5Z-hD4H&v2Yqi@2v~Ax7HsHKNt+G$M?CehoI1HzPpO5TA2QJNTy!0@>vTN^jD%-k z9B!J<K)?$5qC>#wpLoC~Vp^$(F4s6Yox;r~GYRj)QROco8GU=UYRFln=I?N49ansr zJZ#1Dm2Xp3^vtk%u!k_8Tr_&11hr~)uFP^%O?`@iLLv80*4IC=@>_hNIn@@SX$2m5 zII_(p90v;iVYy?nMQOi2RcJGR!g2%N4eomNwJplc+7@bKOXOJAhZ)TN*&26^0xk5Q zlVJ^N^Pc_cRhi8OVj)+x;D$i_iH-}N`!0NRaXxlchT9!(kXI)tLbt^%t1-i2|9<i} zdkTVg8p<f7rSpVmP1R@IoDchQ3L!|LbibQ-V}pkR;S*gbc@-nyM$_sIasWQnUhub5 zHn5z4i-)(7_nu)dc!2BPIweD%?VapbKFeHTpJu{p%c;dG{mG@oLxCl&AruOjI19&H zS>*2|aIrnD9`1VUJ;`2zEal_kH^G-U<E|E&zgXoK2CI_`f(95f`_7D}@hP~9n;sz_ ziD_6&aj_+4zv27o(+}KJ2CT7AE8i-RC*pNZBUk;6L(bZ`qGb2UhW<0>l}R63?vtG6 zO9MZ_%S5KmP(`GMbCZ6ozglv?Yq)HD;<r4Q!jg$do^{$%v3I!b(HXz)bs#}%MPbq` zrS(YK?uACV<T;(hJCHo{HR9%$U2l3wSbQk>etFm8@<Z@$EfL{zLcTfgp6|x}(Byr& z7YiDWuZG{)DATk0<^~pvf<1(1_0Rz|Cjt+ml;9PUj~_=wZfkQAYrFy212ogjORhI@ zL3>6zaHI$}Yn_!R0lWxPjJbdv*<YFpswtzj5$s5#$7>uoEvW9Zw`X--Jucq|Q#cr- z1Fu|m8j0C5&07+K$@EqCK<cH8y&wW0?l&JCPa@C62)P?F!-_n-S?4_ny^!WhqG?br z9Qgqfm?pj0ZD-ciUr`nxMs6hF(HR*TGC}nw-*N1a{K5^MuM*84xVpDrufqVBIYqF^ zh$S<~r9f+pguC4mP5|fF)fAY;^JxjuhFqW{?S@}hs9bSr0d0)C{8XfwuH&0b)Ms0d zV%>6V!M^58$rNsmLo@mN<3j<Tdv6^Z8=c0rn!m64y4`Mbm5YH=h?Y@9S$kxEDsVy8 z<l7QH%0!_v_*B|4_toKGr#|@E7=gITWeMF=8=?NX@3>{v05in5!$T{>bWVL>BERA^ z`<bH3=I-7m-G!h*{~5ngP1$s8ZL0s}7h;Mz&Gp0an?Mr&y-?RxYVJn4ay}1<gt@>= zoYQBYCGXnhCH7049#|ix1`cAYVCNXppx?6lZ~t%&xoKG;fwlCGgwG4pgeJ2K<l2>u zwsA63$<+_3HufnX{tPhr8|xHusyz!oLr@xf${xtf1xkC;%r;hgGT}+`NxE-8vdZ>f zMk5$3yDoKe08$70&q~BgpSr(K098|?-pOZ30sO34g72gzH|No2%4LlWzN<?liN$y& z2EPUqv`nw1?zqd4hC#G;8KqSc&GIXLiP$muN%+1QErUulSOiR+YbO>o<*7dwKBXeZ zjsv#lmK&g9HIjZ)-Kaoc3f!JQC7gBoT;ws?Zb;$rlRwaS5l-v~NEV#&bW9YJ9RcIS zSX>j8Qneqcx_~VE_{}^eOz_%4;2vm`g%~Uk)ACK;j}J7TPA!T(w0<W-8<AX}!4+&f zxGY1_T=*frKDR1l9aKtY!t{~#%>5Bd1JGb(4*thPM)!lS3*t+$p3!8Y9v`iFZBut| z8t))sY+~(OMO@Y9@|?hM4CtV@RqG&N$gd@}@1Mvss5oHUauj0=cvxx>w9&>%2=!<j zN`-ZX*qYIpI^{|kJ(TN-fa438F8{ucT)z3cCz+(n`KS5BH6*>+>XFF`dL15`7)B1V zk8)WoR_}OJam6ahKrY^15P9se#*f7ju%L~V(!V99Vwnb|E{|fm;+BLT?^L3gHa#n; zGpC3HVeW6s-*kcZoA77qvQ>T;qj1aMud{GQ|NDc(`_K{3`;)VhKdFKbpt4Td?GO^s zgqUaU%qO&Yf(|JVVbfRm$xhNu%v}MpvRA(x$0yxL@=-DZPl(la<%P}Df$B0CMpm=w z-@XA9zfn5%r!{MJcLS<r49ffH)7amv$B3!5r-grE@l8E{Z!P=k6?SfreEpV<Kn=*Z zz`&TTR-j&bKnNP0>r8Vq87!Bj&nEGbd^J%lrO7ZG7d7a^PKTJYBV=<%LHWsaEuYA+ zM=8j7c=}URRIz4th?!~`?|g=({xrU4!)e{QTd9-B$sy0!#plWA8&WTct1TsMoLgzW z8t2-(e4m@=AZkvI?9BgFl=-m-0WW`;ZzC2l79CNeRut!zAKxP1evHaKdc2e(Z?-8f zUyO4_wcWJ9Xupb5oI|u?XRhkosa#`uA8&-t)i_4mItGXMQe-Fm++88d35B$9_O2T> z?GSSphB%(>S{TQtQ35mEIjaY)MBHe(ddK~eLBzOkb&ZZ8Ps*dIUh0s>^V6$;g3acS zRGd@wswn-;v&*&O5aY8AHAMf>BM}chCx{Xw0C~YdVh__&=mVVeQr`|Q<I>|}XBLAX z?d7tF38c4NYr$y+C<*Cbs%I86icu64@*K+JRs74<qh=5$iWSNja)WN0AYT9|17*`H zNv^9AN0ZYRRY}t`_>#M!tySjWF?6NfHb~*uE=bPPwOMi(`x=eGd&zK76ZJ;lDl4e- z0%C_sfh}TTH?;4c_m&;b+IyFaEi$8k3WQGfPoaGU=vcGW^a<}5pVgTs$Z$-5KDWHG z;LKAh%s?kM()4K3&{C|$AkRP}&&vH$^0DBHIh~9Pw+Ic6uT#=^(46r`K79?&><yU( zFRSvptx>)tSnu+6iXAUS+Q@$Nd{J4umjb_M?23o?0c`c)rLs#d_KF&}v>vG@taR{k z;=RG6U5M$tL<maP(|{P>=LcX-_v!F>P|(hsGHHHdn%%p6ZWdIsY%lFPZQ;V8(v(If z^owgkdDkNS+`!x-UCzcir%H=*9VB(?6s!*=O-L%@#PSLBiZpE+fc^ET=9`A(m6)O; zW}Lu=lEOW)iwM0EA(y_Vq*mgHZNZ6)zjZe<O?n1Y!n@`m#q(}jK||m2t|6FHtWRT# z{~Cb|9y^y^$-243=cO&!?YNgCl?8LX&^6dNNhc0$7{=daYN`?RB`S|b9q4V-XC)Hr zE>^3DXlBRbTltU;jdPjTd(*+--wg{{D<>3Ua|_+DT6&1~?`92seTSEnsqf6n?XOT9 z;T--Uaj{h*_Tv$!Rk267jh$G+M+N`>^-~OBzVl~_15{2-hrj1%GrRb>o-;gU7V(Fa zlWML~`qrtzV4xvH6u8hv0ltR*j<mpkR*|V1R4Rbm80ypz$JaW)?&u}ex;$rc`KKU~ zYe2;;WNO7SPs=1yzAT|7fK>Ma6D(0p9yEm}YhoSHK|!f0#7s~e$?~;4uH|j??%<zQ zLq^GMo8YcnBVfiWlsx$Ik^#ti3ROeTy*lAQm5@qArh80M4=zT@sy1Wu^j9`h%6Ii% z0xVK{vy(V<`<TWtM&~pM7qQJ~y`b<y9(OSAa{Q`#6+MaObxXf<prxV$FygU2Zfn)4 z1lLH${Hcxb7>gu89nMLi0W!i`e`PGj`@(Oj>k-I5$zed(`us8<&;DCctwebxOI1r~ zm~)aFM+K5e*~^nc-3_&Vok+wj-=XO>CDWh{n(fBB=v9Me`f%yxtf3N0g<UnFeL4`R zon;+N!1s5NfV0Ir`_ioQ(u}%CM|%nOtmV;|iT3aY5~u~{)3ZUI?2MbtMksS-Tm!@W zU+dd;jHJW060On0_^l^oN!Qf(9#<_5f9>R`*ZRPyvRFiR*tu(a?aUeEC?RR>ubc+V zne3_`a@HH)vzDuC87U#Ul%R)HXv&vqG}2eC$BvJbscVGm%jSu!itMNZi9^xz8^3F) zvYGGN4s{-R6ZR!Zxp1&heb7ioVE4=lT;l1Xknw&(=Y77`RLf@${4IpN2b{j=wrI-5 zm(4*E_L7nJHMX$;s8eImI+=`}pj%V-(GW8qh&_gbm?ri8QR^k!9cPu`U_~fnS7PQs zqSlZTm)T3Yq-mGNg^<Z$xQkh!p;<DC`q$qs*jh6D()o=n>yUSL0P5jo7kz0pSGG+i zXgOl>7}sPIFTK4<Z9APLFW_(XD$DlO5UJxayzZAv{{ALM-LMrujpZn!oIy13-?C&i z2_Lp?h#X5Qzib@f2%qaoTDa!D_~sdFFB3AHvu2TQ*GId35hlUq41$?7r!i#28u`90 zW~e@IB7Sn33dlH*f6qLBt*;w(_w-zmKdgF|I+hehoF8mK-|xMWpmvNc+7EsMJD$Qc z7Deo;rXc@wb(6{`MA6vv0YFovZkI%4zjQl3o?tA>p4BuzqsXJfL1j>>Gl&*#PDlg# zZKIGvRsUILNC;B*!-b&ZFA*_EhC%BHrR{!{e1+Wx#-bk-3F#3GU)ecGO~w0;d7pj= ze!HB-zyOS|KKAflG-C6MEqgIo9p4iXRG>DyO*O0<eqcTPrST?L0|K7a|7ZVfhB%QV zwxqX(_0~a(g7CIpC(Rf7#IOGa79-1nGw`w5>aJYsY}1hX`uT=BBx27ZicuZf)ehr3 z^tX11WsLC^Kh|cp<ydi@yY%XccI4}k(_m{fcap<b=`q1l$TiNJS-);ihg1^Rnq`+$ z^S?KkeLh-|fl>GUq<cE|sGKg2he1WXz5rc;vx)BoPa`bf!9U-K_mZ*LG~~Rq`gL-& z7L;S#LR`ecs~rD1Yelnf-HA)pXS}C1Bo+;ut8NAjoV2PvPt3UFP{D_X*PA<a7sl$> z|HAApmt&oNKP4!#IWQD>|KsWxvM7467Kdyu@foR7h8727Q2=6Mxdld;K)F&exka02 zC6(<H<-+%Q#{uj=p5;tf8{njG%`9p}40Io{K^mrGYV=dQmA;KSJ2uYQeAjw2XWk>L z8jyT~QPU<|UmnO%c}>&)T$2S)asAAtOM?-rG=u`u3uPL{CsEUqwT3?qa`sJiV)V%2 z<xgL~Ewel!OmisIb>sMwlRu(S2wpo^nOAn_mYCrSu<gCZV8%pXC-Y;UAu!?4qEc@- zT8qS3b(V9~6kmFBzvO39eqX~sHseq?4yBs){SCRP;z_O(L(Yng#q~J3;hXusFz6kZ zk;>x52+wJ+^mr}h&6segRj;%5Jr^}g<AZFdXUV*y*yb))-#3!P^!R-`c-93$-L16X z7TP{YD{?l9Fc<*5l?VsCv*6V!+3%%pTWIqOSblZKK+Ls3PI=MG-sa@w0o4zL=BV-= z%8>(uoI{Dp_hZ@m(FZHqzCr3S4h)rLeUJ|aHxwTiDXb&Zk|UH}HSEzim=nWB0L)SY z7psiFIB;XBf0ZurZz9OJx}v2V$b%*BN^HVYEJ}r(15=lzPwlmk*mYFzf0}zp{Am<I zT`yjlaXsz-t!nUo&zJo6%?tihY{9z;!J!<1Gy4D1H2hiJ(oV=7e!KRSs=oO~f&^|w zHQ#)Liblx^jX;~jRK9+_aSis-Npz~?@D>IMJ2H~DP0Cdru<$RwfBLsGw*2;T#NGRG zSe1D0|3yJP?sAg}*@V}Nq(i|vLf`?r#&%!R6a)OPFP}w|ozyYEXA`~{0j;%#xCoyx zo5zuvir&49rv(NwSnIkOxMOS3ur&qeF3e9>6-Dd2aPi+SR}%_Wr530}lRaR&d%skS zmTmO;1$}rY+D0!kYtGkR-Bw)yw#T<HKu9x}BNOb=5fFt^41f(P_94ZCxALho0~lYE zZ4S)ndq9fS+pt>QKLA#NwjAF5m~EjhvIV1NL>{bMqjo)Bg6O&2geB%b0st7TXqwFL zTKby6OMMqAFE)uTiprx}Hu@~+-hI;16|287nR)eD<O3|`z?#oBzB-|bVlQ}nmwdS; zmA4gx%oc5F=w@LguDPvhur9z*jM<VJu*_|(blRU=?70@oLE?CaUnREcI4kE;DeOea z3u+J-cMzhgl##peN#+m~e-MpW(3}d?|9qm%E;F+`fZ}rZd|_aEEi$DMd^&q{AXMhM zPUgO5O$0+Nh{Ws)DS`7uzeUlpbfTryNCF3*f?2LUVU8jUE4Nj`G$3NS*_VL(@O$wV zz=y=#=czP#<))CdHTBp(YCe#ZT&Rd<%x-Otd7kl()G;V<^IT+{UN>CLD!Dq{7fo39 z<mKM3mA$})UdbEshyG>&$<&{>*#dZ#zcbjA+@0Qts~_cND=C2f7UOr^ZJwSzA4i(I z!UxJGbk^hrw|leD$OYYRRf*;<*`==vQfy_#9B`)^67s2MypP1)w84)ke3cwPS~Q{o zu)FZlN_HW~?hvr;yy0^GaX+Qj2W0MWQKoH&2LJM2LIy(V8K73f_8StPb0Z9cBDNo_ zAP^wi5+wa@pS`f7bj_m((XM#%1}5yOTbQARk58FK4-OdEH=ET<G`9u0<C<<iTYK^5 z12|miKiR_?X8a~j&2zwp_~d<pga6n+CJ@mm6fyC_j1PB$Lg&Wt%*iPwYYs9Pvy(Yv zM~W#oW_0S?RB<Jx%~Bv0#`XgN?4vr-G(Njs1x`P+=oqs^AfS|5M()Pjon_1vwRfGe zfR9C&e!_hY5&A`k)n@TvxuRa_gO6K>d2kkYFRO<)seDz76JhyuA4_j~w$3!cu&gs% zOUZ%v_BZm?kwHuU_6arAe5s0`1{1Z}aoJ@1NEJKx+dM%AijHfIZyp`sOfunuojUiI zlJZc*Hj7QqATm#^^QI=Kd;9MmLaKD?Uga86_bRU=47{F;s>X++-xtJ>i%Y+mjFWK} z3qD^h%YaUq#^X0SbIoXd8z*lHP$uLlRH6?PF|h$sI=aAD36ILOfXn<I*vf$u8fX2T z+b(x-e+nEqR@b+bihMa}$qTL6Y&u~k5W^u>fT=wf3%JoFW@7RRdQ*JCMi^&UX5FQ9 zvHA$0ye41m8ra+cIG$ma6Gp@EF04t|H%J8h7OMw^XQnubEC#>QmM}rexama{GDAk1 zGkB*h#Qm<e8+Cv8PBP5%hvpTdtbnnr94g3h$8k<DW2zje;FWm;sG5mYax0h6A}nU6 z*~}i+p6Z6jYOwcBmn*?;+tNBB@NXU$j-Ijc@$p|V7G0lx*YRe5J%7l8qS4aY3G7Ed z)0U_ba0(xqZIVKM4+x4WV0>V+O%J_^w2vg@fW-lC(8THsaA~yMxrR%D$edrS8aheU zlq89Ly@>qx!uDvb1`@$9kGep*mg$pR%Q=FI_~3n$kBub6?>aQRvmj|;RqHh((H%LN z*4TyN)Ul_101TYYiicr?%}u==kmoal6XGzgd5ECDXzBqs=;zKx|D#l%4HPE4Bbyc# z*rDVg{nkv}R`{Kg%HcKb<Oha*C>ZRJyxF=%Pg1<!bEAcTGA-6IIQ~aI4m=8eJOj5i zWT2hVmjL)IfOtva;-a$4Q%M2zF}x>EFmT+H=xDb2F#VWNUT=<ln0gY$$T!!u_3sM^ z;$qw1xck%X`Q1n9vg!@EWXexJap-yul(*%8!=V#A(%U%gBM^0s3QjsLIYy**S;r$L zcm}S&VybswZx^(lcfn2(BA1&Kq2R8e{K<&ZrPc1IPkZqeMRvOD%-rg^s;4gIr!jEt zb`53o1_m+U6w7k5qf8@m%O4ifowNJt-=*xtS~2Du7vZ{h{sPF<_0Kl=H^pq}Ixl-| zHqyV-i`kFZc*i$gx&~yng7BXUpxbfQ>s(vWo<e~GENwLEl#I3m<B=2WS;-7Y2VYd$ zbH!^4erpO*oy7)Q^LH}hjbU*0IFRC1&ghaWS*(&sG`0eq-RBYj8)iD#txrvB&BRls zD|W;k71@jQihw8ZW1`T$qgpzi??#|tZnw66-Y|57{(SUA&G3a%I6t3&#qBXY3OFa9 zMeVQ@tB%X#t?#1K*d4trGJg{TyKY_UIQx<5scOZTC?-nJ{DJrI;axoX;$2_D!BY>8 zPN9DX1mcU^c$4kmASRlEw$ikv%*qD3(I=wi@j%F%lMP8e>25cE??MjDaIuwj-*su~ zfyPB<w!Ud?8svpfQ+y$1ln{8Z+1zO{L)&h>P+0d^m?`dvv2|yWn9zd?V%}u@`7Yx| zsp`#t5&m5_!>9>p9}IPWF)@a;mM);!5&qgn+?-p=+Dgz|m31|vXO4}zF@Vxgd}Z*b z2go_kU~au1V%xPgCCFc)WP7*U$H+r!3>I30fq2#hH*tcnk~=1Hjr-uRF&}<paaj1# z4jN`g0m@yQ<V+V%=wSs2docn_?`G&@EQ${<VM40+Xyr53TzxjsKqzzC{JOgF%e~(i z;GzgIU2Xt)dll!L$4rj-b5#j5Ky)I-;Qy#2kh#217B$P8>rQ<tTw^oBS>jNiipmP6 za$yLjJaqp4CBWbEdfm@B!UdJg%tv+gD?nLl;6E~Y8jDG|sPdsPuPp+rr;)*XTz(mF zuUJ5<eog(;14za0KLdxHE)T*O`x9uU|Nacv1b$j}4l^@L)0YYzrznkyFi>@X&(rm4 zF{MNm9m4R+e!fo}*;hE|)75rNLzZhaP$)Ep7yn&~{RSD}j^V%Yv#IFKpsYoTg&TDV zJgapd@&MIv_7+{l#hyiJ8W`<N*x=0!ZQ(N3l&;~;t?!J`I8{NqYei-I`k>j2K^6Cf z6OVgBE-TAZs^S?4*cUFW+6$^02kE%Lnv$ml(xj!9@fo``QyQia+syUCBh+=lmQ^1k zWco3S{DY%#J);{aWivDjfk|h{Mrx@9cHO?RGGwi_b^h0{L#@3)H9uNZ77Yf8#JXU> z_0V>GuaDs$O6$LHQo;4c9h~dc1|ui9itNUJX!Ug)S(@#GC;=Ko{YAgbZ04+BtEkeU zC~BM3QMIy;<~j#3y+F{cAXCMlku#og`-7reM8Wh4NRig0{t9CwNz}X=IHSbj>qGOf zT4(*jDXpl*?!9Duj=0?qyn2b#7|Mh16OFzm5qUo*D&Y+!MZrM;4{TO{EF%Fm$*@cR z9>h_9qA$^`1Ig6yYpB(X(HQ`hgbg-AH)~b2+RO9jqVx*WY+26OJvi2`1Q20SD!Fk+ zR>rKo>r(uHyAvyy@g5pS&$du%lz5}YGAC5~;5=`TUoQL@nPex&qI#{a+(lcpK5&(& zR^4@0_%pVB{WSQX+v`Fbe~{FuqF2L)sH7kLF`^oap_)`nKpje}Bw1hGH`@a~W*||> zYk=w%K;aZRj^2S21NQ0XpXQkI6~m%|QLirgB&7h+KXE!3y!o^0M-qvE&Y+gRic%dZ zRjORuujULzw}!qu$?Q+;JY^YSE1_XfIRT$Dojjl*LB4M>O5YsuHRE%VZCj0vlE=t% zo63tD3CU8>umT7X;EI8UdPnn%kAZkev?cQmc1QtJ6)j1ZQNQt*pbAu<;O$L`XgKd> z+zE(7KTEGUumtw5w<KBAd7e7-bM56aR?-U`6UF7qwNmAc2S?9&Dpj;H!E}A!-*)BF zeTIQUuB6dknLl^V-M92lvF?`#u{K+#fN@2oOc#^Q2gfh{yCAozem-;@S_y6RHG|YC z{c9(;TUjiaj{On44)F(rw^7C4HrCuEd4B1(LCM9)=oMx#Zu31YsrpVieKttMz8p#8 z9T|<qpb}`I{`I5!)9BzllTkcbmpP}VN|`>U(mndv31i@9!l7V(TZB2F5{WnT5nhpV zbnK1}oM^1Nxyvp{=?;|;4Qibssm*+$W#a?Hn?sxrds3j<Ws_N<Hp#_1eCemX9gq$I zdX$;Ca<N5rr<845H+cAPe+c(v!4H-dL~6WfI&`0QJEZP_dfR_!*taJcN^eE$EY2KR zQtfyhngRjn$EM4<$b4<JeutWxR$mfDwqqK4Y7XT~x<Y(>b$TaS3K%Tr7_LS?D6y`n z0JxnE^Nq%w$ddV0YwJcLH5VJ&A2%AeOpeF1-k%Im8Uw~a^0O~E9C=!R@?oA^(K<F8 z`Q6*Sp><5(-EMbGsVHL2VHdD|dv?uV9chu}6kN5E&W^3*A2!tv+Lhr6r&B=|Wg4|r zl=Ny1#``V_|H>3=`)rpJ*yBKoym3)&?W#-2()9BZ&DYLTq5642-7SQk1SQ*^7{ExT zHv{=BTJiJy=IcQ+02UTj&KR>f`cJj*XJ;B0fag;i-vmPFUEJA5ub)3*A-vTWN7w{! zRRD?Xe4OF$v4{t=kZM9`R8=Uhh+dX;q_VS}W-(`D`4rV|R#vw03qGgi!DM|7T3P(f zA<W&bEE<G66(~9b5YN68#$;VHBsl*G8jwv!(sWjj194huL41=wLk<^lc~t7mERsj; zOfmq$dZ{c*rdJ>eL_HUqJo>abURv-l$VqvBBI~5FkFX369?-Io(5>qKiUckQ<3^`d zUElNPGtBschl<J_%ct56c^t7){~aRaf32LDHV@*v(j50s_V211R7XxnA`~oiNL|*y zcGd{X6xz>I2g+@S7K}XM-@%p{@Dke##Tr#NqU<d?g%wrzl{14gn-%O%lDK}$0qSKG zJ+pq7YShk8>#P@-DgL^7`V?qpmc`P5N*bCPBm%|H$mNjJN&_Vgl0S4JMr=o<Wr3a> z^zec}aOSf5R3Mj+N7&jrsA`2dtjtHCrLn#y9K5?FZli%?l3E3$CJVzJVmfDf#%2j? z1?2&WU3}we!Y>&Z{WS}@E@vGY0YzA<uJK9M1kKrNpuiMHys3U-lH~zv?evRk|N4de zF~@j?2QGrYimW)c3pfsXArn9mOytDY=m9*D{tl0nF*JcrDh95`$})A7*4p;!W(L&v znYO;tWS-0K!GvD-D_5(rGV57dI{6$S!RQDSaE{mPry0t=)KkurR=!LAEFAq4ucA!X zSe=n2JRGLM+xLegY6$0ECd*2Grhn1SI}`Z>yxkt>$|n@7=J6HvnUVB--ZdBMFEEb< zOO&R<B}6TIi~dIAjFihg@OdKxkR!_LZ*j`(ha=(pJ4$|)y3fd!jHo?BX6w$yuiM7% zLiWr=nxT1G!!Dco_6F6}H1(Q*0gbvO3|?>N0OCK+V4SHH?r+n?Zk2%}lfa*gCv1yo zr&9S_*A8QWxU`qIn}RwISC>btvVs^C2jH#Fyk?JFP#Lv2bJk=HF@3H10e(q`wW?93 zXYEX6F0@cgfYCzSsc<_!AK``HuHdT(#pm>x+Maw%2^srWARPMf`0e6Z;AVn=1#-;7 zZ8Y~i`5}dp<iTX@z8eTzyfs%Kj?$?1AJhB!VYstgb{kRqO(_hwg%}p*xYoa}iWGW4 z-A6SGV2ywTkHsJhz1l|e3(JNG?vF``cGBD<W8iTiCyT$7@^ybH>+xF`72htPr|b^~ zB6#CNXL+q9;MHN-*#nx5rAJu9G^w4HvYbJTgyuhlFX%*bR1T}2Rw=X00_DA+#PSw} zQfZ@;GROILlC1wFQtH1c=^e{io&&W=9R&1YQN_7XNOjW(8wJ-;5igdX*M}OLdiw+( z91@buZ(*Afa<av%VM!Zksw|)A{3cCFpjE-V1YlpY)DlnYYGw=iGX4JE^{BkG6t=03 zUW2IXdH|ax^?sB2i8Oh}QiO9>U5H2uVW24vYp9X<)F}7Kc5zK>T~D`x2^4Sgtt{I5 zAD-oZ=xM0Ya$f&JwackT#;lxbG#9HjTrqPg*q3LYoI**8P=$ps_Dgy8_bM$D=|s}Z z)h(U9PwweNnlRqo3m1Mb4A`7_({ht+rph-%V+||l8b)~*Vyj-QexVAjmP93i<Pw?- zp|9-0MF@lDbksRKvrsa<&ODgc1bRU2?&zBM>=)UK9x{(WxJSAAMF^I~9|6*U2Y8b| zI;fY_&7fld@ocdsT=&KMs82`_UGD~JjcLg<=KQtf#3fts&CBeHCyTNE(bs>-M!K5v z+BKMKG0D*Z%vk<d*_Ym-7eX6Ni*Umij$qqhi&@-vc3K2t%EwTuvHINmZ(7M8wrWc~ zy);x=^AqpuvC4#GI?lf$dVClZqFCG^rd0I=i1yU2W8%XHKgdbiE=z7nB4^1zLTZZk z_hLa*(L|q)zrwt0RJi<D)|A5=)LaVC1vCbHqX}WITyFIDJKQ_I3z8(>Z+-_Hnm2)# zYqua4S>$JxqtBs5Cm2bNH=QQKcE_tjLk+}6f+q`Hziz6AAxc3CJjcCe2M<mkQdB5Q z2t1Bb_3ku#id}Bvk}c95lq=TXm(Sa{<Zy(~T-}v~r=j#Vg!s>FSK@bo{2l6pukjNh zSj?OPqz#(}%}Tv7vk`}4*Zr!^$1VPc{DVMzlodZ8C*yhwLvC389v3oC%j|ki&kM90 zK-y%&6T)5_bJFy*95D)m31DxRmwtU+cY9B?+G*;Q@6kU}yRkb(C_psggASIrl`f8M zJkQ>=JgB}n&PjE{Mew}t<2rtP2zU?qez^Zz1ni4eehL2(?rSz&ytMbPrdL;@oF~*C zWhNpsjwmx#A`FlVY16J$!1<0`a9F}L8x86Ad~f`g`(9w`um1I=URk}|v}$<elYwe5 z>l=Q(HN0~y4dK@}?El-kaA|{rXn;KRWAlt@7Qi#ut}C>T$eA1qoPhcv^$J;eE%0rb z%gOw1Ad@k1EuS82hHbP!Zyl55d5el2dtOjv05a$rk#ZcNqur3j#j7cBRSov+)4fbQ z-2KsF^q%t(^l-WJ^{XT_=6|Wu!TJPOxGVoX0e`QPsbgfb#$m-QVfw(Ld>GrL1KEtw z6sNibse$}0q4Axi-CF)K`ZOw-?tc(#pAs3Qzzb$*FpdnEs6r1V0NU}l70lb(p9O_E zcKB&ai7*cJ<>5Ai*<ydsTR45b5Qtk*aX+?j>C1!IqB0~L=&#WmNy4U|-y6&BVX*Vg zu(Ds=G)1;s7hyOb>a|Jfc|f!Klf0pySM@+HoZD2(*x1}!I^J{m_jRX!F|WjLK|Z!6 zZ2pMyFY`%3_OpqArohOb;tqY5b)(xDp_6wae9*~T5qrU~)P&6!!0IXJbSiwmr}Pzh zX#@nD-!F|lyXquZki7JLhygQt&Jc2&AxP&g6P44S@CETtZLNgB1C^&08UEBb{o+g2 z3?(8j1_n7e#~TI<YQ_lQygV+n*9LS?K6iZBlO&A{osH!lwm1B$6fMbkg_nHP%i{2< z$z}}!M9IH<6~7s%<O<M?Gwg?}60#L}EzdJru)6;H!;AYJ9h|H6#i(OvjxlR%sUS*| z8HjPl#n?XiT9JX^cOS)z<tk74^QJ&&w0mvF{h)sLK|`k(civ;K6NUNKg7!`1Z^eAW z%xFmBg2`-&(}4jVz{eRfejAAkX(}zFyX0vDTbtwZ9wnO%cOc$J;?%cgzgu+nNRkmc z0Yny%AO2&*J*poRbycTc{rzGF<HkwI7}%nH6Zi@S145Ej()MevvuEAlY+*jj0TZre z8MfdsY){CSe4eLRn*5F4Y5B38;NYX9_R*yqR(tKTru4P&f#sjKjtPawU<Ji@EX=3b zfjipZGa_*RWAk;xU@em|J!fRVg_ccq8TOb?H4K8N!dg0JV?58ldc1sKeaOdK9q%^Q zfukAoUN-+GP6INf*7pm8ueZRyx#0>+*74vF^VE&HZMi23JRonskS5osVbB4EBdKjm z$eM=&)b61htj*u^w%iwfUwF}gBEJclPtT<eZ5|8BdKaE!J!1#rAXDv85y8G>@9Ozy z^R=n`3F4B#Ua}P4s_)>XI6T@RN$ihM{<B41X1sWLzw~wPjN@>O-=%7_sUKW=t|n)S zwJm-f+`@97V0N+2=jB7fKDo1PSLwSDw9gM5V>)-9e=}NxBYIf}xV|gcPq^YcQY3|T zNqCvpa)u<g$kzWZ`LBUqMU%je{Z31Buh(JEJk^h*uDQKAw}FplHbe=q9F}Wl6b&@d zFfEhm#M-~J!DA|9e}{=0yzpcEYL=ADN6IFO{oX8LNQ+<2bq(vx-x^36r_mD@Q}f*S zgvft*H7%-jf%5wq=)6NkPDuByT%r6yH?WB;^2X0cCnO?2Q?q*t{{)?_DKTn{dP-Fx zxOSCK3-^hL*@^Qip~*w~Nx-iPTxR#s{KcjokQwqatabq&F=<8{3vb%b^dgQqKAy_Q z0g^sCZxe~*g%#f_p36@PL-B})p8|f^$dz=ZesH^=+w;Y;dxfl`Xw|pPS2w`kI4daB zbX|z`)cqxhg6k!?STjNbdZ3a!A=^$erG+w5_j9u^VvWJ0DuZ_g$rq+bFZsRY*)lEX zEKV4UFP@luT;Dl*Q5Q|O0OHn1^0>Ej?V=JEjGjwRniKJjyxz1;-v26gAxG*pVF(hT zUIvmWhR-zo*(+(+!1NqxvWnms$0J|lzZ7+IKC0kbA$%HrQ-46aaqZ{d391I{8f&kx zKzo&+8ympwq)0+4Db*t|gj8SO(#axr?*Fr42+N{M;>j*pz#{h3lqD&0q_i@zgZWrh zSyL0gF=D4pF+b!)I3j$4X7$=D?OMAI^CK}nQmCay36rEVr09K+0&1=>diF)x1<25& zF&jso)fV0l9hSE*tObQ6Sp~sSGoN)jh7WJ&kxYXq&N8YPc*pv5&?qd^k+3Jzi|4mt ziJ-=jekEs1Z=j>?$&Vhk_s43yzXJeTH-08EO7QKlWFiUwF;$ryD_;*U4QGdh(#U03 z;1AbobJ#++7OnuE^6k86ChRM8x!H!RthjO+a>6#8K&N$)u}`1xhzn9K2^STRUR(Ov zt;c?uo)}Bw9@3L4L%7O?J}@t_w-JW^MkCiqKRhUL4!f6}C^(8+dtkX1mk+pWdq{11 z2#wrp+_^ovusbYDDzH0{<e!+}7tWB3@P+BxL^(cr_6y%+pj*BA$*it{?-PSR799y) zod2HsQ9J0xatJ=d9Jc*sOeH&9X2P4(&og&(v#J77g}~j-G0T~!-A@^09p`gK_($qS z_%}a}*rkkIP3BxCwp@|Or3wsTKtaPJpy1%eP1jQ;8)@Ik@*(I5mpiI0{jVM4;u*U1 z!*32-QoobApnAC;HpR-jt>Bs_I7q`i6}J>uGEc9kw^rkVU!ezdl{IVebZBj$Z0Z+D zpXu8!$(%}b<*93~Xz>iet{HOPF2)}7mR<8tNJ=d%HKwc@@4Vk!?O~clND3B|%c&3# zqE{TpkjY}Prg0JL-?d*uoi7%a-XnR}HdjJDVoU8T1>(0?*fsAOX326I6S#-sw=%{# zO$@}R_fp@KXy&LVHp<y>(rkWXafm8w71%C&<F};0ha8LBV@(sx&Ge5nJEo;Qu1qp0 z9Kc^)mu%S)n_1pt+gp@-`%cw(PED|=I&4p$ytSv>N8Z6l2Bdq}@`{aEAp1K^VA%ee zci8ZW_;}|6`Y<)geR8U2oZrnRBXyr<m^(=P4kR<8u#+X0kjp8-9x3_rZ>(^QmxNy` z9lI@>Nxx*PnMl>t=-?&JLW6oG^53FkUPT@c<JYCyL8)&bKct2GUZvSmoO6E?jrCz! zl+dA2|55d{Nsxr!Cl@(c<?uk{oF-7jkHpf;bEG?TGBic)%!a}>(#a#*qVEF^6y3xi z42PMC0?E2LzFDR?s@O}oh76EHfJ#<52?l)7NwC<-fZ}ZCZ`-%W+9-3046Dsm%`5(p z6@OF${T@wd$@!7}+L!bN>O8G&MW6LKCb$v-(+#RMn+HG;f00rA+#pcz8?vL;D*}j; z+a6)Pp2QubImw9AF8QRaM*~_i4$gyVkTfy%#sE?Fgeo@)Kg0SrUR&f6X1aX?;SoDZ z=fD#-o)SC2I@fbaTV@B|IoM^S8@}E@yd^^R`O13RGGjvtF(uu)RZp3HkjAoXs(#~m z-nb=b-*R%)^9$^{Q^}Pjq|#E;2c(0fqOzX4_<E`{41(1j3A}V$1zQSk0>1vC$!HqS zsV#z)6+)W_h?&g`aNdIXKiA{+MAPZXS9d2QBtD=>ZrZ6wFNwxChT@cXFVq~Yx}Ecu z-R4&=Nl*1CdsYV}TV)PMve3l!fz1g2Z2~b8=*cv_qCdAPRaqqiyPSASST=Vir(OPA zxUwP&YKb*iXkOZ(92}{2a`l9p<|~!dtlsU@e_zJf*>Py~tFR~5ea^>@o#FWuCy+hD zPgT{zSf?J*MHh?n$EHrmn)8~j&X(9DU6-f1pDNH%Yh8Jb?~iSot^V1peFMrDe|;iG z!+yya+X<~70~>7UCh1`jtT{8of%xTIwRkn>Y}qX?$far0w<7gXx@>&&e^`?O1=^d3 zH>GBkxBElBqZK9`nK5crN_Tz5DRq>ps2cbjNRo#EJC|P==jYnWlO+k(lPA0DRSmqp zxq0l}v}``FDq;IjL56uT^wr}->g^h>=KcO-*iQ4!{Gsjno;m{bpAP|`ivB%&wD>n> z?F!OIu?|QF8cXL%QS<Dg;i1~DWA>#JO;&m2VCwt7DqpYM7CSv_lxek!R81$e=o`Rf z##-@zWeb5alLjK-Ay3<CxD1oMQF=eC`~eqJ=H1lSMMq668OTfYY1;r83AE03W-^wl zRKZWAIf+6wf{8|tcT$T-NgaWq<bw(gi?>K|61ApOm9b))8&b)iP*qfa@VBc|{oLqZ zmLdI<h;Wq=&9=2yjD^-qZ4-)n;aje+oSw#9D2qkI-+z8>tWcq~t)FDbHeUYq%v}aA zy%T+)%D+^_MK%`4P`c>J9Go~|gicA$ZmVtL<7Pz&25L!h$Dw3n2@;eh`ll0{RCZDX z*{iXT_hx8>AL9<cUy)9bI{jmJ<miKhF-Ez0hAFdjj9M6^6SX$c)V*sn*)0gJHaF4z z#hgRGQ-8|+mM|JEeJn!tmC&M_NtMQ%X_qkk@h(HzoT9byPj$yo49pG}w<np>k^?pd z$K!o5<AsyVD%BA!u&5tvv40Sp;1!5JgYKedNxfv~skM{-(Blr2#1VywR2~?tFN#r& zqqM5is;H$^z>MP|&PGiRWX)e$)emP-l#7$XRTK*QQ|La+Cg#<YuD@yni!v`r$Mn<Z zuAa4iqP!LyRNE{WtdFxh&L-0Iwpr{Vxw>rXFX`5#_T6R9K>oJcasEu5Q&)g`-z(O_ z@}y*KRn%q8Z~oZIX=O=?i)xq!loZG}4ITlryeUJl4dVK=iA^%IMF0E4EE)PwuV%kC zF>S1voYbnn7`5sao#ymN%O#k(5kL;q_miRTYI`=)d)I!$yS#4kzR0r%%XXdpsGXrk z&?(4-<LbiYXV%&cuX&@!m#Lnpkci4KggV|g9*pFXj3#tj&h`fGgUA-=Twhe3D>zu2 z&fN@y|047$R#GfjpsaEo60~J=XJL@@@*b_^pZ>@Rm8(t?p*J5N(na!hVtad5g~B_n znE&44j}r$04}!0g9;7}#pTuaz-{_;p(;Hb3U*IoMWG%n@xBuOp2t~X1_cb-+z>70% z=TFt$1<;ECz3YpvJ$4UQ!VifB-<YtnTk=aL=e2&f3DH8;io3=oHpR@wBX;&tPy*Z0 z1NHGBxlvRCG+%y76g)#Z9@?gvxvE**{FlmQl`^$^TE?{~d2j*!`>SZa5W}w7diP@P zH`cWog<dby$&2tun#g9QGw@ryUYqWyEgQ_#^vC0Ux$!iM_30A%!x6dji0eW}2nm<f z_I1%Oo^2;{)*6qE_Ct;+=>1Z2%PpH!g|HwN6+g`lu891UfB<BD<~P=VU*s?N<302` zdSIh3B00O^k@E68HxGEJCmLfDdd>G8Zz+(qOKuM3iCflNT;TFWEX(w$zaLtWUSL1} z9v>ICv`YTK?P3JyAr5)};X}tlldFa0#lif*P$E}g&#GmK=Gb@e+-HdH&Iu*tv1S;a z_{NMyPB-Ly&-SP{TP2D=T^;QRIPi4Y%DXO1&9}82MX?;62usO7U&~{FgYO@|`1!Z! zpJtz(*R&)H-mePMkUl^8YY=vH9NR+r=}Yay{f*@RNV>{^D88>vi-e*y2#9odHws91 z!!8Zd-5nyW)Y2d+-QC?FAhFcaxpenCzyJGjXLe_1@65e(o;c?eFcQ7)HY)c6Y=NA* z`cri+<mh#1qA!2LMf?7D`V-}F)N1J1)puCH&BCFL7!&<6^g?(b<l#0dsuTPm$`0Ae zWP64^4ikbU+F;?IG*-FpoSskqfgO3g8n*pVf<GII4X(xt-NM7(@|}7=M7;#Pob^L+ zPi`nxngY%@ef^%Z`8)0n<v|`-tK$=Y{hxQe4oypux}Op#Ho=z9e7h#fbqd{t^zcJZ zT90etxEH76MrJR>HkXaK+nwc?O@&KUOi=L3x=>T;361Z;vV)vgyVql$ufthXMx^g# z{QSh4gn!|S`Qttm_LH3Aw*D;cbm4p+IOkFF{uNTU&KfU>{T6&jvAas8*d6e+5H3)C zPe!hPCtYr6#5$}GzKnZ>LO{}Ouu0w*dyw#>o~Zx*%CsEh#_k2dl1j$Q^$u)v&L?)F z*pb=hda3C9IQFDwTQ?uuo;@0&?(4BGpWH%p9eq|(4f~h|-f>`iL4-QD45+_jBs#4b zcQ7vv;EQ7mNT?hWHXF7{58&(Mzn6Y~*neOk2}`a)ew;5qvEb$E=i3zp&q!T7Ozo2F zTrCAez4-6U7Yt5<#IF4<rXhFt%VK(at1=Lm!1)*eCucWjw@EFwiT`&3O4T2ym0T~S zLE7z)WU=I{+|RAP=VPry$@&zv_~`z|mx^Zc#2vy<9?AC@i$b0kw-l#zmgNuhIFGx( z<~LO`AD`;Qdac=N1_g%F0n^1~#tV*o^VJ}%bQx5AR}K*L-K7C0Q)q%@?T?GGZ!au& zVajDyCf%~@VV`d{G(;X}{#i0V?5VXci`~I)$HHL7JTQ_*>73KHZgAl|Pan+SnM%I7 zO)t<x>6s(D<Fu7|+aid-9X~9a)RVz*LiG9hfR4oricfd4diDDGewu>U?2dPY#?$_V zZTf_KJBVpcC@`(+jI>p(8)o>-Uz=*f(@bJlw+8iNGyc~a(wTIriqE^+eu(?{H2cyW zb6JpVhliInb%E6I%KhTS@E%zn6sh8Mvqg6+rk=gif|?a8?$~s=n~F}c!N&Gn!NZ1k z47+mb@VuyOwhg+VQsMu5#|7W_<ORwY8*<3!oK6gj?J#k@brN-t)-u)0sj9qy!e7G} zj;OkT(Sn??_y*Miq2D=Dch)JFr}Sjh-Hgi#<lK9(Pv-Sp*EHXrjN)6iM=qHDZEiu_ zhfCYdB>jK{<xHRK0y`wnhrU66T))upT``B@QdoV2c1(M=n7{=q=X=My`B=Z7Kmgvs zaT7rLsQL7;viV^P8^}(`&UnI(k2f8zB=(`WNImp*yAI&Fz3~p1UEkXT_V>|Eww1c) zmo&$SpGM_5(5lOw&O%?YJP_5~oPIy*9L&!0;UmWUgAlaV8NDncF?q4Q-&tR`?XREG z7#)x(Ch(A+&nN@cgEm8=+XxVS*LT3W=jYZEtD<Lv!md}HTr}N<zT0y*YMhb4$IWCr z$!q)7y3LzAct7luo=(kPUeDy)<<CX6*`2ND9P*(5j(hw_6yS9hQnsaU8jXSH-|&Ke z*~)ju2PwBp(8fHyj(8b(X+6_rnA;fTZO2xuKD*H__ls7nc6r&#K5b^AFs=CZtV)9# zW_j~O=pJ^w7Lf69wRkgbTC_OW+5Y&7Ct$V&G70zM!2SK%cc;fee`H(5pv~nR_wmFg zd&}ZJ7?rMj{g|+d?veR<qsNEF&-HXJLTsI);)yZ}I_HOnJ`m#JtiOA4HyTAzvqhug zIk*+DyM7n2VYVfde34>#-4SYey=*sJlqD*5^^LWUVzA5TbOEXJev$2>`Q;>R41Oq; z^WV|4_&nJHys!O7HzDLKT}$rIjSc<eynFi+V*L>Y%7P*V1ijZs`b<kcx2MMcb%;I( zUKEZmPdA%aX`1^RXZ)F&nf2L-zM^23kg<b%<@Z4F(>>tkT0t|pIrZqNCaBlL9XXD$ zju5pzqXt4l1E9&CqwBg-QZ)@HK6%VqIa0UeEj1yHQ9c^luIb<@G}w-j1;b)yK2^@J z4$CZBjv`!GKfeu6!(v(+*!1(1vni{si{K>`&r$OoBiBCDvQ@7QqgxP^H}Ih3Z;C9~ zn9*&*`PXRIn#F+{&1qGGC$M$cVBPyb_}Z*N%etA^h>Q1yA9K;)^);KK)v^NEg3+x* z;@SW;sytGNJ)xsV^19HKQURaWzL3>L#A{XUtvCx2hCqvFZ!BzkVT4bBP(*H+zGk>F z0om{+qC!rpD(Y-g4Wyl531F<>)bS{c-d5zLz)9W6EamjA(bv+?e0FO2bVnxS2z!8p z6#=KT0yuW@F{Xi0f556UC6)qn`2Ig2LXn35vRJ7EpxVfU9&2dO-5bRs)&vIg{QF3J z1(g6@3JLbi4g-eY#v+A;E?i|>J2aTaJ20?phNK3gxbAvx*%qPBINMjcbTmOeb;vk| z-}~m8ZM@NDfzhxk9uVX!fvK8LJY&D^#Kb#rhZbMQ+|sN-Y{H?etQY>}2YIOOXc)UX zYX~rP<-BD_O3m<e$Hr<}Jc9yJyLh|G{IT4`lg=4Qr3h+g#&nd_6exh9A#dD~#^)U& z2$ONm8}q$J<N9XPbyzZfDb%CZjD@ws#n+T--7ap~Fx8wTsJsAW+eSrmNj+Tt3hE=d zQ?z9C$`ZZ#u{?;Lv<?5jr#9F2=hA6Gh?V67pknR+!w+7M>93+7RHT`d=Zo5z*4CXE zm$ge^<Yw*5T9ZBx&d|OV9EB3^OQtY#S5PZ)By==PfM*}V`j@ffn|1%UnRQUPHZ9w5 z7j{@(sC99{Y`M#B@+&RV=K323Bjz=3p9sx2iaelD?Rjl7rm@PI_Wmf|W!vQffO3o( z_~bcStoC83!Cprw+c|A%W+iy0JdGa>(bZK12!$d)X?(LKVqpd#ZKDA?@=TUO5gRU3 z*;g-`NB}tgcQ{QD-wdHFB;M|6R?a>)D&9l`Da>VxD)fVh8b}K81-K_Sk0sKuwVQC+ zMf#EPnmpZ>Tsw(Ug;a7h{b~tRcaz^9In)JEVoCy@5$DsM*Q4DIxs=GH?+(ek;$!S& zXTB6Au>GOw4%d7$b%ZXqE9(Gx=XQV9-Ce?Mo<-TtpXdOY8gZjJ-^Ly1!DjL%#mKN! z*8b+yj=morgDfj9Az2%B)kN3%Q|i_nWvO`Pc2|OU7##fkLx94&P-BjXK&O;pWM%ay z`D*s~UKt~`D`p3!@7I{iZ8w*&_X+i#T!eXg)o+ZLkhfV|&}^^Vb%#U59@CRU$tQD7 zZ#G~TBgrcY;r?3DnLUleZvDKIqpn+gF9u^WGR>)cTvuddO{+h4Bkye@u{EpfQK>Y; zuobQ9h2|P7b`Y$AZ7FS7y|$ZQcLXlibYqu=B)WGIu(+i@<LlY+bkMM=esjU}`xmM> zAwR`<pG!-qc!X6waJaTRaSor%va(Wt>rLTPNdaO7at1i3@S2Zj<tVnzau^yKwhQp9 zd7t5t$Z-Tcric0Ygl7waBy#zq;<kubz2ff}!^wr2P)R!O>{GlhGXLeVZu!0Gcq&}7 zvHP;}+L>vEN+FfIe*l0sa+q(-{B4N*hqq=TA>tYXCFRCWbSEySr|H)`b&X81X$DpP zaC9jNb#Ctd?|(F4wtka5AT8=paa<Cw_P>(n(u|EhqC|V&gMyXt^IK+{DwQYdry;?A z+8XuBKZa{k*lGIBp4r+`F`k%6RS?*fypZ&)#lD(!p0^~mGj2B&xw*z;Iw5sn2oPaY ztd=d!lboHX_n1jD**yKc>#3E{UP*CN1iKcV?(~!K0ZAqh;1&<la4*J0l!!1Jp`9GM zDfcT`)gP8eF={*p=TfRdzI8HQ&)*wz5guwv)efjt)H#*d3wSpC-kcWxV`p2aReSUP z!G_4r?gZ`0QC1y}-6<6B^+wb)Iqyd4=Z%0$DC5e%KWd=K)Q;8(X>HR;Mm9}Vn<SW- z=m5K`3tWXo>Pvrcg&!VDk5xcPw>X$@;9T?-?As{^Qo4!5;Y>wm=~%Nzn|KQ`q7kk$ z1#<5D-aT}bmg=nZu1ie!{;9c6aC7HSy~mRpa^;Sv68hitf3uHeZX;Wx0vRQ`nR5rk zno+cYS1uZ%R-P~0Z6%$<ysUO=ncBr>iTUZt7TrN`7ATpf6}{xI^BKIQ79{ZDAf%a? zS|2aenqoT%-d)!nslwsvqGX1@N$Mu$bKn>9=Yi;Z>}RKW4Ai<$kb}~``Xf_c<j*9V zjZxnY_pc{2x7J>K^VeG;otrlG+1Z|>wO?P3*;H9pQP;k137oF!lDB#Ux50vfC0nep zN$Vs?FK6V$&ikv>iZvegT9jBJpH=bT?m{m>Gsv!s>=$2OQ3_?@GZc!aJsGc2{Z+Mx zrTMlUp2z2t7tu-20WO5w5V2ci(98Wi?EESlZ;^bVxA>2)W?w4vX~rb^ZlC;sb(FDC z$OADZd}lJiJeUsDhR^OX0lFAqJDbn;qOA6(c+=la`u63`=5WBe&enSJ%{z2j$yW;p zu>NcqS2wOl<(c=D9{>PEA0$nlKp%Q0NZ$nfP&^CRFc>T8t2Qcih%fIL{>~^i9_3Y1 z#c@DtD%=!DH43g>L&fbzwmm!gvhx!UCEZtu=<V^Yk36^-<*g>4#*<<dS5vlPhm-if zCV>R0<9qmPr4BPvuWV%GZrT$R`EFuz(Czz}iho-cg(?(A|60jVlQ;=<-+b>Tc%eS) z!H9z18!k$NmXI5{wunFD@?s>J24DltOXr~*OHwT<8?85>jXwDXM4Sxyi;;(pG30DN zMBuNsO1|;}NF<Z&XLeLf88EM0G^)Egz(~)VyYMHV0#|XC#@g`8J`ctf`Pu2$yuLEl zh;)QqkO(?np<4OOJYvJc4bo3m+S|iX3aT`4u{qYbS;g5?f8}YZ{)y$^+Ax+5S%yl= zNdj+!kjHFo@*Ok9x5bg<W7QarCr1=UMIr+Qx3Z&CTstsDNa@?~jZgaNkKD1D@gS1~ zhgZ;P1aOB(uzHdY+K$@e0qJvC=R*`B&dCku7IZ+~y)(RPnc`i!IUe^JryLx8Rk{sl zU89a;t+>c|l891<k1SR++2z7bdyZC)roHdFOO&&Kdr+%WeSYxX2Lo*-9bKq(-}$;W z!={}SAUqmg-TY!65U_AUA^B)_k~=yj^LJIMtjZQ@|F02PeT5qy%W0eER)Ygs6pCsg zh&Qx_T<U)}+Gm4~f|eY=k#}@n;zx-}hUcYM<)s@>@)k~O>z#839(DUI;Q90`)g_PS z-S0VHUySoTzt1j<sWi)E;pY08&37i<@T%dw{4OB*x_T5kY4Jj>{l19#svdY2L~qc+ z*$;H1yyWA`aW;W6u*=cM{S|#i=W>dhN$45l0Fuw$0bESy+_{+CdxZ*q3LDs8$YWV5 zy9<-;;Jo-r!xp}g3#*MF3-bHmz^@0I4P!q7dP@RY0t0Dwt#7P*e|L^0=F(H6({c|O z5spP}6czBk-Poz_7lhFk%crrL%26n;+;=5@{>$G>znT)`H?zY(JfhFK{K*ZUBY~C| z9ZsW%nhZ<z&>RZZBlP8oE5QYH%bKoQF_&O<d{`q(6@=BY)Ae1eZQ`Cw3{F*8(+4p_ z(wi#|sfk^)C<nfk3PgBhf`J{PaeEx`)zL@z-nN0S9pX?bv(|=a!n_4cNzkC3AFt8; zs;frT1b~3SS?ji!Uq^Wns8)|c$wUl%uMCq#vDYBi&jhCAA?m6&o$PR8DmeW23`duo ze}g$`Cg&3J1Hh1xgYVo|lB5G>Pe>@?@b!VitjTP-$A<vull=gae=KXj%BL)s>CF#0 zqf=4xS93LG>DfH!_se;=N5;U;-s!B{I`Mw6o!yW0KlQ;i#_R-5*pwRNy7zqYAp2Q) z00SAHxZBH_WRe9fRhP1Mbl%d8@+$Rzj<fmkvt8fY*QKjAmE#4}!Q%idjCw!p=MnUM zTbncZ?V<KEMq=dY;Fe#XRQ4P%t68dKfN#q<iuoO@jtq$DHB5!ZfacMc9(@GJ3{NUc zR{eqR_pTo8Y#3!yUvUJI#ei;T-M?oIPi?d5th#)<Wd7bJ#KPs<ZGb?2Zfn{nG|^1p zS2iKS`{1s7ZdEv@4;m~2aif<7P@q;hjI#Z;JFy>X@}R{OKIEd~e~P!;dV1sPDjA!l z-?57(QvYo;Wh+7Ezm+)7cZ<sRw%6uXofQ(*dfXD_;CHC+d!U}Z(eZGcr@_d<&fb*{ zd$jnk6!`q2{~9udk(*o6nG=^$+s&$v*UJMeU=&c!hRTQI{O;ir25I4KFvU6Tl_aiA z`!axKfLRt|g$wP|yX&8Gu<yBFZ>ovlJ!TQK`Sv~dd2&-&|4A^?a&PMeo{*k$FQ-2h zdW;SiCRs8UCh8wN7cZwwFE&&%|3qT1m^jI(!+|#J_UWDPegB=XYZ7KD_$}hUN~==m zbyhSO6QR;vs47)j*2`HxIb0$Rl)o?rzONy)?R*#r#2RmABV=r7=1JHZ4=T+B`K?p& z$Mey#iw?T;P>1e5Y%yoO6G>P7oVj3`nH*(YqT*Cc?%QAlOaW&bkjC$Im2$#fJiO(S zMiw@R1zOchXZl-i=FlMGwnORE&dzIwRi3j!S3#h}G1B#$P!$zP<J@CuzyAAn9))+x zyX-5dajup;@I6U<64r6$hGlDo6w{(n0r9e`udBO%SfsTXK+U^GjwtUi)(tKZm~>)3 zXR~~1RUmELkwTZ~TJ3kX|6O445naf8DlujIHkfCnv6jxC<;&0<LsEI~6i^-4RnVIz z${6kQak+(bpJ4Nx{~IB19La9YgwpyB;EFy(md0~TDeQPC&4%M3L3SFqP}ds6UoW+? z+l<sL_J-x;0UgH|Bn|td@+PcLh}VutXyJR(In$n4-gX<CjUJyuyVSkVw6<zd&#V!@ zU5BZ=QH2JJEPr0MN*>iu7+v9smbuV&k1Z$gFrb&Dgxl^CqB)j=_HzS2y8&VG&)UK1 z=K~^Ffme*1dSPz3Shbmo9A3>flhr(4wulBLucQ|K&Xd8oy}m^vD=ye~4+53l)Vf)1 z{qQvKNstPTgtq1$7c}Yq%V+51?O)|pcM0)t+G-5XpI<2<EZP|;@G2M_eI=Z(JGPv- z2yWc@tjV2G5@*otrBDWKRvJVglIy)0KQc(8(6sWj^FIf8OSP2=#EpJU*|&<#p*Vkj zD{V{+Y{r}k`fMDLbQkEec_W}48SZq(DvkED2j%om$rKh&&iT2P?Dz@!3^p6v7%Uer z3ZN!sb*$veN9dnoVo3PVLCf&B0=ok(xmahJ{9?&jtnQiWV<_s~)~1E+yci_AXJR2D z3Ja@rSD3#eI}e<&by>d???roi{PRuMEKG)xOQRQ*cb+eOzHItlU<Zr|Wak@&$3pOB z%lGQnKG?_&se&1P3z{;S0bpedpa)+sG!BQ?O6QNh&l^^KobZDln}j8V&K2S6k3zKH z)XDxx_Of*caI>Qew&dTG(D}%)ok`|R9Kd8`WGK?A8t-S&tUdHhL$XB8mL+*l(N;*F zh6sDp5DyRc*Tc&_d=YJVNdvAe0|v66pxIBY6)*XJXVYO+ICgy{#m`JQ8HBJLZi9GM zQo2YEf?BSOWH=5ZeZ~*pxVEf>!iz$ASpcdv<24RoA$Q;1atLPnO>-TcnS>U=nJx3? zgrpHHKgqm?w$ksHXHutlBJlwVEAIakR_{de`Hy|L$tgm?czmB_1QKfJ2)m$rs^0<1 z!;hI*s)A<1NzfZlSMU+KpxS^!o1gN@JZ~(ik743V+*jm0m+C>{x5spvHA=sDu|lHG z5&-!yl1sPC_;=L)c4cj@QarshvsciX$s<2xgDyYe1oMo}Q~Ct6DUn}_NrZ?9AXr&x zm7E#e4FFmG9ILvAvGi_7Dp#;L6p%nonRj;zx?#|T%@4=VUZ1>dKHzBn0Zt&zEymQ} z)so0BQG#PBDiotR(#fcyBtt=?`{S#Zp=<`N_K2g%w-~oiz(Mv@bHg;hQB=}S0-7wK z`7-b44eamb{fSf@IkdQcAEp+YPLOkGWKxw8Lx#xBP`Uq)$GHGYo5l~QcRD;oWfw9H z9dn!R2Mhp31<sj~!jh0$@co-{bBB1Qf@bP&>9TV@H-`pW<lxjx&6)yk!c98rHasO6 za`V|*4FQZrJuq#@BI7R20y}M`%vZwAB<HR2rG5;iFXvGizwS_f19G|uuU8|LP!BLr zIupQHPY(>1`NsiboCrWH^y`i(xro{y5uyZhP03U<u<lp*6=s;Qa`i(~#@Nt-d$3U( zmM>$$SwIc&P#ID6XPDJgp_zVoKogfqjf3~;zNDV4VyuE>UMQ9|Kd8Rh2XdR5kF)rP zq&!st43osV37m*eUE7f+YJsUO?P+hhr|~O)HcLN+I#BI(!F0^hGR>1`zz_4{ZG!7d z#=o0l$!%LWeRYo-DTPbCD@V7lyIha_e>#JlH^_RFjYjFzWt&-@0F^uEAR+E2^FTp^ zFF=e*3b56?7&)>&6GcdViF6^|ea+eZ%|u=soq8O*U8~7Tn+z7Dq7!-5_%oB%P{EnU zYe0<=HECw*WOEKl&5vb!=PN$0fh=IZ+aJ2wcgL20nl*7xGhm?Vx7AQ-!V{Ayt76P# z8#Av+V4!K%fn+X3&hHOV^|hBypCvKSMeIPDaeQ*O-PmgffoG(@ke`{b2La$n%;XtZ zb+Wz|pL?SKl)xb8X1}J%ow<@shdESQV*TF%pX{Cbw18@1q7h(}7`5B^LTEbJ)PB(% z&ujC~Udff$8%1%-kw$(2w|uZp+?>ZTt70lhzhxKDmXt9?3OIUs|L`b^p87EmEZ{om zQr`uM;1}7Dz%wQ%_)eCzk*iT8YKSZ~Iid4Yx?>ZZd(de|jeKHTgB)PgtT9>2eM@lA z&Lk6)9(zctI#mh(X^MZu*T`LG;`z8R*Y*(<9Zx@Cy}&zu6v`gbX~rR)i&O3ghE+sP z0zU_Mw&f`_7t8f|5o++a<I6e>Qk0*}(y|1b^?^k^{-JUuL{zFjbR0PuG@}!k2l6q+ zOH^c&Hu|D|eb4zrY~&FGAr=PM0JSOYwyF_;Z20OVkb9!JzFqe(3@YQI(072au3s-t zn2>}@XCnd>I;Cm+i@*wt)Gkc?r2A49WGnR+x~PLs9mN4S7^b`ERiopXr4Kv4#fT;{ z4#?tB)pt#@e>|+eIQ6p$td<f{ZX>c=n-YG5{ZThMf&R<9XML0DF#Y>sHeLmyxor+& zG^RVR>4LhtIP<)JT173Yw7Su%oFhD-@&P4@$=Z1EA9J9!lvHZcGLqy1Nvs^7`V@Ut z8aST3{%;Itgh^t&YT`L3`wzlTJkkBhZS=qy#<6k^daIf&sXLc{LT79--A4K_RX-dA z>sAj-@{(nK^)GI)TGays>MrA|2|A^&E7DhjT%Ml?TALslI@KRP>7_Z&PRj<RYKZ94 z!09=BahfaiwTYPpGgC7JpMk5BB}{a4O?IxmY?dK;)Z~hY?39~b&nycF$9f<3wE!ph zYDyY4%&ear(1({tA8A29fO|9VJ0_S~!pp^q%K8fMqflc`>7Q$pUT)@nF-}5$o0V*0 z-VfUig6Ll0^n3uH<qpg5$l#t_jCyH4ChaFEpJmX3uAIQ<ev}MsIwz)js;X>dQHmv^ zEQdTt5ynLMksNCMI`W+=G39^?UfLX%_GHI%jNNO*Bc@!D2w8jtzyMF@UxWeJhg~9~ zv4TodBgZutI<JN=H^VnKRRLFtm%3nInKYXde<|#xa(rT<z9^>TurB~RGHmj1i%Mk4 z>?eK29KpE$zWm^&Uz&-G#$%FZ>sS9NPFB99lxuBG?&40)zraMak&!F+q=_u0j+(+? zJLE`a95~=a)Q7RD>X@^-wA=kkF34#6`zuJP4TmxwERLT>O@Q+SBdQO>rr&+;PSjP) znaj1gLDnx?oC6j|yD}fbjc!~ARk6>%_pEECM@&gqR+=4up3K}y&Hnb`=4LKtf6wRh zX}Flj=*>z_5v$#Y1mANjQx5pIue)GB!a;zhKz8BS=W%#+#>P~TsPejH*C)$NJV1)d znCxy`_4FYl4EfoP+jv093cb5tM6y8B%0&K#M#}dWc$1<pwx(2)VOvofqYHiz0b=S` zq8=t92v?+sK|q}d(5$jxX8bvZPz(M3Az?-r(A+?k*6idHe2-RFq3TWT0J~FvPprLU zEbH@jmQ$=eyNAE=Wcq8%PN_Dc`h^(W&<`u2A2Jj5nL|@sIJYqbTlO5Uaafp5c^=*f zwxB~>fhDZV;KS?1RsiHw#iv)ES)+m8E(*OC5Y!Kz(Yn&)lneb}2n47C09878=qOOq z^!3c2&De*~<HVnCU|ELcL1)rN)Fs3j8@>LF?eW@iX;ThOkbGPwycV*5sVNUa)c=u_ zm*AbV{@+j>Tz<sL{Mnvh<*(TS)HV5lVoR39>m5~q-uvMuRtf7IJ&`2PcVf4!jRLI) zp>c=O?Bq+%KV#xq<1nHeja3;<dU~g%_vYejUw8N)0dlGw;YARi5YeZpaM!JkeXvgd zVqHaKnoO^C<0Bkif%0QK!B3r!1cOqBE>#T;H7VYBWLp9F<zHg*cFP(h=5ip6w!&Tj zZx?LL`O^1DiwxOty+%Rw32$byHBJYr%*GynN5W)TdY$w$Pe0P3DCfQVwMJlk0UQu^ znlzNlUA<~qG*qnJm6G>S3hl0}{M8CV3yy_8w1*xUVn=-`k1RwX%e=K)AIbH6YT|>T z;)hk$LVo6v8gj0qpf3tJezRBWH_J4L;hnL>#Bp}zxlKuK`;ghh9q0OMuvF7aSD6+Y zOEOj|_*w~w(~_Ot_<hg?1ecio(@yM$rp65{tVP%kyxivR7al8u1c*z|;}wS#C}tF8 z!JU85Gy}{R$FT3uRKsiI29Kfr5v`4g!D|Nb+N(Eg!l$~p>4OfKXP7=P>{^QIt>2{P z!Ldq$k?kMaJs>px1u_?Bk$xw^sj!68>DK}+Ll75W2Ok}XQ)_+phvuHz%HzTF&BsD9 z+x;2W-j7>*lIX}ZK!Q+4NqSBmZo$Tkf=|uP47>O{>237<SoXw7We`;_I}A@#^=zpp zkR20G^{s`N?5d><E>hz`Z#f!}UP=r1v|-1mEoWml4Sw<A7K>YMZGH2(UiGHrujfiP zZ0+_A1rVpTA_~-#ES~^skDU8=jpb<6>qQ~e&>RC*8xf+;2$$0L4IZZ28F-fl<%*xz zQ5D3t?BhFA@$e+CS%FKlWvD%tB|)>2q=D~sm*25t{bdPer|il@t$Hnl+FrFfNQB0i zyA!^6#}v0SXoDHg+{f(65K7h_3I|+9U8_Mba#|339Gv%1Uc>WSq+tsbb?59nP{g)* z--NvPsK4NT5n+zBNs~fp_VaIBEnYWjjOFJwfvhGEI<HQ$pe|GWlghMhV8#Q}Zc#|r zDh+qmg7W*vN8~k+un#L{TstOarMW1^GH=s;6CRf;R|kqADYp|r&3HE*>tN5SV3r+~ zmA3n?lhtz(KC2Lay|3S3W+7SDb$(l{x%lu(olY;Uj!0C3{Toh>`)ndixFr5u9G?;9 z)H>Xl8Q?A|GrO0d8!(1)bi6u`>FoncVNX&Ue(c<1QzVdb=$oqX&M2yz<8@rHCu;U> z58DMmx4uINcuFNai(qRD7JHd4ef@YJ4n*iSK!eoU`rztMdj1(D;r=)DK0O}Xik?<$ z^>n^;$o9DEOrY-PV%9*-YI=;%?O1Q%royf{uLE5aS&@m}lIP6x1j}FPjhN%QOSdnj zqLYjBK9Ij%R%*1tiL;Ig&v{J>kgrP@7{_@tQ0?whYZk~SjfOiqD6T&madvwyW&k#k z@Z1T_+=->@`5lT+!}}^Xo%8p9qVI0liA9(3=;sgRt3;|GN|qEN6%wOxLS&Z@#~8z2 zc9`&fOU&tgcxiOzj&hi`l^E{tr{n~*!19jQZSJ@!2JbA4bYD1REk8A7i>zDDX{y=6 zLxPNCP7&<WA;yzhbDJqCoe=B=e8E1mQ=BWDO3fTIAPf#Ns&#lD$0FWo^DkaIg0odJ z97-lgJ&v%jMK)O6LVRg!^P7#a&6W0Zcq$fI8FOg)@YS+l^ZiPmryb(`N;-Ahh{E?b zHKj2IpR-sz?L>Kf%DemAM&NJAEVTCm>qs^OZE#t~$2}dh|KrOV!%oaNJyjUB!}AEU zMTU4gdG^X<Cn`=UX@egM+JI*q>6(2B$wzNNAVF>qjzM7|?CH}B({dunOgcX>OuEq< zD2<+|_)F=IVxQ*~J*U2~s@S#KJ<)Zf*f#e(8)W#q7Z}AH6T_G$05dO4jk^bsQsA~^ z+C9sD3)9QC=$KDf?^SDd56>P3=syP5NSUjdO%gMYuM;-Px5Uw&gN}^HEgXvFnL)sm z+INd#CtqMYF+D{9{u)0Xp%(AV?-t@j^2(JQ3f?0u@=u$!v;BxM9hDxtE~g%G(}y2w zwkTBq*4>oTH^l(Cav&ww;gPk?kjhoaTqYUI9qp#Jag*3gf5iM*l>5x3N$Ayn(i#sj zJ}9BPS8b`TzY!C%V?I=CxKW7(jCKn8YPCJ3?U8@guu#xEdCro6hEI5j(Y5A-Cg*=c zUM=Jsu2Et4EOHB%5d7d5FM446Hl=0qo?Cw9Rl`bbZEg1Ib9>+Y)8R&jXJ_23=vyI~ zfGoiMM9N5`jftVTO>uG3UF@|0UxNPKfoAI-<|(BP|0TnxFg>aSsL3X7w)FN^=DdV> zRf|uaDQ8{XEo1r8`X(RI7k$wAdu-1Yzdi<cd!8a}b|b5;gp;)cZwcFrQ6ML1k9{e` znPO&ruixP<*E?a2hYDRVnxIe5q?ykeZ?S=Uzig#VC`V^~03Uk_I++EtW4bvhLN<#+ zoK4D6(C2zl!Fbf;$4l7{!}ZofLP#DpP`)X4I_qRHqmz7qz@|O<66I+%K4@Ex_p=3m z5kFo#c$Lf_jkkZIb`UJ@+hys`xGB2o@a#X>4gQSn@!vwT$DlNjaC^s46f;&;L`f4h zC!U8SQHIl<4NlrDOq|BM6yA^LA;(V{>~h|Yb}bUoo=9PUH}A-K#W<I55zrr?)_{b* zIc)xo(nJzYH!1pXS}oWfnwnG#qD`3pRIC;pj1^LlL8Y&hKtE8>wh=}z)h=#KrgBe$ ze<=(o#Mbr_BQ`vZUn?>w=@>de?2*(_PFm-hpz_+WPj?t>Q3onU7T;;2-f5j*ya(Y7 zvn8<Y4kenkjr3uZ_C>xM8_U#s74lIxQvDxh{-{=0txBOne$|+XyVeMkTDN?&&tB5w z__mld-$=bt^<p+5)-wj{c(0_r^axWL__uB1SH0v|f;}SUT>>EH*Wi-SQ*B9<<QvHc zpuwEedjz!6yXKMV7_IK?JHwLm4%(>U?*MU`D#Mb?yko&U0Fj-_Ew1!E^0O7u9ZsqR zQ2I2-JEk%tqVExe)A0(RC}^sjd$e0%Izz#fn;|Fdm+h=lPrLJ#vx9f<h?8T*tA4ge z)GAu&<PsHs*smtRrIo^DvI{bI*~a?*dtMX8j%D7&{kwCz$=haUw3WXRTid)YltQM- zF%X5E_<nx#JPnV!YM#peWn0uPXqt9OVopBc@I2i5@GR-SK~kTNkZZ8rD9NWLRyQIK zh{o3{kjbyv<_-gD-%?UGZr`Ct@D7@|cz^d5@WJ$_lmt!wf*8$hT^elPCSSGE;*{<D zX9(D$(FJ-mWhpR(4bn~~0yCSOWq0eDF%3Mxj#Ydz!vOFkx+6-Xe$K|t?pQ04SXcmz zqmJY-duG&B$RYJkH`S)C)G?N2)Sf*qqz=4BqfHdAh^MrXLTwK;CNh)LI%4!@Df>#; ztLU{s^j$*s{7uj|eZpG4U;9j;GrzfpWrI4Mq1F6B9<$+BAHl<DHYbGk4J-&I_e|~1 zCgMFze1=R)M%xg8M`-z-z*@k(nEIcoI+Sb<RUJVtX?I})%wld?&Ge=@j$we|kfvCf z0DYq$KO;?_5dsQwsA9xX*{+XIH(zK~<fXRO_=8_-b@YJY{hYk}MZUQ{_uW+^zUE6- zGXr5^teP7;-8ePl<hwB`4#>f}P}GaUn_5o$Mwh@{J8x`#YEm!K%ga1$geST<UV`4N z@2<2hXavw`R0|_VM(5CA(9hss1Tjdp`-cXK8FpTo7>xk^g#tHb*mJJPFcx&HM+&y@ z9|n>gz7%}QxxzG<jsmh$oEV%&ICZ$Z$chGeKB6Y0rO1J{G`4;u&KD28^Ik#5jtU>w z!E5>L!sC?;98C>G2)H3OvVY#|YXXgvvvy4$o2Z3`*PJ)-HuwG16v%-l!17s}CXb=q zGyA~C)@hHgWKI9sQ6`*N?{$zXEe!IxrUrpk=V!1)spO{hhOK^c$)-bBZ3Lg~3rk1s zDGh6%vI_4AmN)MOe3h_zR_t|GLDN+VLQ}Hvq=|*JURxJ@^P9!={4XgfzG(>H3;Oj- z!CL`j`D1%KAxi!%;fu3;+1KtEo(ZY!k7_!7S!0`J_-s}va!M{~U)SCP)*pe&h0Xj( zr+t2dv2g&YK+sk(FaR!%fmE>KzeEh@B-t904*LG^_voy26Gqw@)0^xU&~)Iiz<i{h z?%nQ7mD?7#5#R9S=#jGzDwVYnqQl9E5se+(fh>->GIXoiXMKD9u{x+5kUdS3hBNUi zZ3V{F+>=R*qwKuQ<%((9_oP=o$M?s&7$o3*U}tZ_6Oz?sliOz8695=f0SY1eVazp+ zOM3G>mEJCEsZ_Q2<}tTo1C4tiURG<Clm3-@$usd~yP-`FE-@g_H?pi?xbAuhWY5c- zLO-h+#m0lyyw8y!xO46kzOjS*PBEXv$gu#2St{0W?HKP~xXk!-yTBV@I0x123tubO z`~v(}K<#y#2p2Vw`tSv_xuuOvMY$)yS{e)R!Pw&*u7`n~6u`$N%g3jf?fc!zU-dx7 zl1n>ci(u&?We?X(&dDsLkWY<JcbqLgZVdO2**JFy6lf6ujZ--lDwzG|P{{UfnC%^e z`4(uqMLYSAfVAYvcFr%qs!z_o<9FP+9g0OaVE-z^iw;Q2>+{o&U@@$?swQswfWntZ zwIFn#Z}g}sJOdr$85JcVGKk3jw6*tZu~~s(*x6m{pt5Vt`4O+#S#E?$H5#~`ri@+^ zjPnJzuQ9xV^|{hgcW8C%{_+N$dhDzP1a_RdB}ffgTDlLr8^fEYeqQPNj|Ud@QE9<R zW|r0|8`_T39d)a}RKznLOl3A|r0+nGwFnsm9CYP0t0|{wv|C|bc>jLhzgP(3COmWi z3}{o{?j3?HCfr=#i0v-cOO9e;K>p@Q@HV8;w-PX(XY(%VVEK@!$%6I&>cpWoG^o$U zmRQu2FIUS2*TW&fpg(Ie+(<s!kUBg{=FxsWSalBJSXjMWTf*7m-2mzJud7AHWkO2& zgD`z0G}~||m8AMiTT~I{>I@ll)n4$B7Q07@p9Yh&rVoq+r}nv`QQS>9&CS8T^V;r$ z>pgbN;iB$oi)JcTG|914Qkv5*Iq&L1pHu_sOz!W-ln|W<UZWGEuG%CWO6g&GPB?Mi zOtU+6?$bqb*zMuc$kzKFy_<UXq=7K!H+jdaS1s&x>@D2tRrlJn%!9oE34}ybv<iF0 zmgLA8O+ZAc<<WlS<aGOcM!4wp;R!%us2%OPk~WuU{KK5iG_`t}c>bunLVMeM1=bjB zd)0ZDzMX=wIP??}AGG|e1^fN^ZB{&iB9Mmi3Pd|E*ZZ)r;eYiqLNMO_;R1M_3mFAK zgT3+$j)umhi*Eo5w#6J~`L*;*u<lCrpWTA4X{7DsN6GTI>9Nol!&M3~9?^`e6b&2G z7U*j4A};gZ-6B^ds4|YhT6ERQwss;;Yx}PY_K9q*^4ye-=U2{V`+hoY%-o?N_OY9y zoZZC*=a6{N*544zf-sbd<?P*MA&^FIdR>j;)pdS{VeL~3%}S%!+-xZ@JCU=6`fJmD zVN9gH&TOx=C*`_t+1jXj$0|E(B#w7<5c6$L+-g=@U>!+XSAkD+rY7SP!^f7(J-0|r zM=pb2TDX6G+B=lm+>(}G*>}=_8s9@K<zD0cR<Z9P2HDUJB__b{Tj}^8cVjxP@he~E z1)H-J&q5}**Fr44EE1F}AOTl=y?<`Jt#3*sK^dOII;h%M-2D^fYC-|C2bpfJm)$4N z&nz%N<^k0q=Dci84VWy<{Jb~#te_A7@EV0`m80QypkPpm+ZL-y1~8HgLl>$Ai@r%8 zqJ6{)tL`F4Th7C~+7RT^=}ej1CATPb2v%3E?Q7#otwgll^`)(tk6i<yt>j^U>=DRL zaOiLfh|!0#@439K9Tyuu8@gf6Cyc)Hs2y%JOye;(Vm}}=9coW?iFaNG;(36N)DK?O z4qziT2e1q<iFWqR`AFT_=DCa5cVOdH9;MsuW1`8>t)*^j``GP*u(=kQs@cXUiJQ5? zGAh+WQgK-}j)N81HXL&xW*N4La)_6hw9w!lsUs&e&+8+ADdpZt5!B2i2We#cgd$GT zr&Xz1rE$++7Nob0F-MoOY$J8kRz}qR0tx|^$_ISOtq=rw{A8Krj)6*hzgKx390N$L zfWNjX(FU+4faY`Xm{;JNC`z-yO8~0(@kD_D;DGi=Jl!}Cpwf+{6p#(dl`5A`+JO2v zcjHaxjms7?yS(#dLHLSm^L_Q}R`b-;n%`V|#07tDE-G)1Yf$8l-LEeqmsaCU?|YM@ zR?!5Jk5y5E6Mo6)H6Q{S`OG$)&gzg_%hs>&vy5d_KyVFcBl{$E>vqM)xqT-FyiqB3 z@yX;#G`Qgn$Zf50KjnqLlt6|63#;MQBc5&7(|6lgzS$r$oK;)QFxEf$VrRmS>F+H| z2S5$Ijbja%jfW^>P9MSPR1hH!{qhpVe``}g^EfcWTS&{4rkGZD>D|8b8}_}`vFN^M z`-_v@8R%#)Cb;f6@8I{+?Bowi(s^~r?`<EO#RLGp2Y5^>#je;bChc&n<0u^qJt9hL zzr@-UyCgfupk4zve$&R~rLj29rrj0&ReOc;{c>*-eE2Fqhkav3y3;bjbxPsmo)b2J zH73HE1opqpwTlA?JY3Q4F)4B+$C3;1OBAZ@+O!=6l_7p_H?=)K`g#7I9?PeJb8U4j zY3tjlyG6R<c}Zd7zDHcuY-jjpDeRjL(Vqhy34phNsKQeIf%gHab&$Ez;qTk*hC2_g z%of{UnbZqgq(w7OOTZ9le#^sJnHbH9e5}ZiPdFdHJI_KuoD{Y)o^|Bf`pS{fo>Nf; z-Ns2Kg5~*js7iAhzs>%G;D>e~snM}`wU8>q?YU&*AvczFVlb=fa`>s@9iVwGgoOl8 zc_UTi&745L6yojr!ktD@IkE`~mjt?Y!B+~Sl1K<_X}+XS$Din^;^xk*8#)nNGM_@> zEBF+(4K-~IO=eY4KEy6uCYb%Z$@04`KrqUT6$OwAi}|Ysc=|`f=!+vCI)Ur>k|)Jk zD430x`?z(}&!BT-O`{+VV0}98zXz<JFm?fty2}7~&;o`41K(@QH$UnH+G~sXRVa>G z>MwzVdbD0xgRfaTT5o}z3xwqoi2eLWz(=59sb?Af8bu$u^=v6vG3rZ9%lu!!;>585 zozQ4;b59YkVyOxTtX~}hH_GoRHh~zrj}Lr<6bmyX!?g)x97B4=*vi))$N^L8;C*<T z+y?Jas`Lp}T#axm!T~byM;f}wC1XJ@RE@I7iznYD7FK&B<~vg+S4A*VCeMJ?PW$-= zELs`dNkc?>ComwK?s=L;_Mz3sMe122<PjrSo6MJ@dkB_b`x@8in(E(<r?m)n6R(Sa z*Yx>)j=t#0LQb~$B0ue2{uEl^^UP20mASQYG_=oI<MoVAT3gk3j(;XF7Wlc36;s6y zi2%(V@G#}Pw#o6XWce{kkUv_V+`p+n;CXBrH;X{i4WNJVMjHgFg|y>FcjfSdPgW;6 zOS5cKff8{x0C@iK*-5X#xx{`s4dOrfBa{$WP4^wI*AfF)g*4t~PKZhin<irCnUk)t z6J6W(mZ#2UmJL<#pDszdHlwk)IUr<C_-CY%79I4;fzupQ?w#Mrdb#mGIQ~&$AdjKt z?ulgu>}&->k?j?fwvi!KdEQ%YPlJX0fV*wxkfee#kY^P2uWGl}{qFx;Qkoq#IU^q{ zZ32{J*`{|%l1FCO;S!qMkJmrVNrM2zINSfms=%OyAxZ$GDDKIQXo~-PqmhsB^&bfM z_maR+Ll<bIjs(|YiSmTkHZq2MKIaST!cKNROhm3itIbG6rN-~#%|FK??jM}&3tKDQ zfj)RpCHtY(5FE*Se{>Y8ERK7Tye;2Yk_K?Q0boIFU@@g%cU(I7`gE*1@Yq@~Sq<X~ zX4F6vwlUfm&p9)y8g2~nhdi#l5ol4tOQM|A%UKwcm$4k{3<tbXh4QvnWvGbybdf6g ze%!#jCGPKL9V<E_PF1*SsGe8&!Ab3Pt$j*cOU4tPFY73Wu`P)Nwue@1j{KH0_6$(p zCx>^%;V6q-A4jp8<DeRpI5h<&Sm^)hQ~GZZ<tVd>hr)0|x>Kdn2RQ_^i(@Q9xX5x_ z>K%A$@zEyGf1Vbg%`@IVkXCuD{ae0l2J$$%g<Dp(;SiHy0X#Yh8M@C|)o4CyFASu> zgT>LNhfuUpv$d^ZXvcJD|MxAV;nlSq!UT51-OZZDil-fA*(xOtuxJ66(aJ4>`g2V7 zH6B>D(!5a=?~cqn-g^TofC0<rorx~hK)RkFxY4`N7O60vx#95zztl<$O+^(hFzV=* z%OWiKwk{kjnKt8~vG1)!=h8Q|erN86Z$627-+OQ!EKTKCN@u$Bd#mCliQZU^9$J)9 z5naV{9FX;50C9Euu_~U_Zy1*~gHQ^oE#MYpL=8&|x*kXRY`YlEvK&%mlRuZuv*zqj zKH2WqN_=i>SJN5eeAN{GPSUumc36!TIrAOtjkiIsov*^HNEK@iEgKLTu;2mfa#9+! z-0h^^!$>>RwP~x(+prgK{N#%c*kGn^mO3;RC`Vm-5fKZ1Daw0G$qjhxSbiv0bFD!a z@m}VZz?tt(_|w}q%h=GXrQh`1X*r&(D4BH0nB<%Zq`|!Qk5{BBT|#SM4g$0zRK2$? z(nIAF?^5L7r^xemk!o~~mJR*>cu+hq!q~pbM$Gk}&6xWC2`9sZj3q*J)&b>QIY-y7 zzUhc92#{P)xnAHXcuxe<@8Zlu{iquKi~dUiKNnJW>Yk}5clQ5SsG6Ut>jv=Gqr6Dn zfafDL({P&VH`F=p4z5`7)oBVvJKl1Ee3_;HcqoYrNTuM%^+95a#tK?ffWK}rcv34X z4$j(@K6r1L7f0EfCP*PR(9p%ofZ#Sv?=0e##Wj@&plP6b5IPw(Ww#&$sW||Wof({_ zYvK?9xb~GWf!U&*Lkhz?tN0&{l2ojmlQ;m4otqwZo8tLRhnc_=&XoS~#amtsmGTkl z!mYQTl3nJ6+L4-o0y?huEqILwY8!a_YVl!ZZdIRffT{r!EqIU-H!8Q(T#!-q8-@C9 zk<B9AvGK1QRRAiBXEWDH2D-}%5C#O>GO%pBiMVCuf_|C^zDC*Ih)ZBB%-5k)FP7hu z*Dai$BO)qM5g-!?*1wRy;z>`<%_q#)6^c|5Q1=Qj^UD}Fpwb?Zb5aMoIrk|809p;J zr+G|~v)@&}SxF}D?>0Q4BQ6T6%UO_*XQ?Uyln0;>$(kDBuIDM=+L6WIG>FblJXPZ- z6EO)^(QgQz?RgKBi8y@EjEfo;b*7GvRm>8HuO&-}TVKY`1hO=dkwE{}4f(<`Vr?IE zNRaAa6g$flp$-IG1x-OyJ)A&_^?bZD2(nqU?|La$3p@9Yy&F@U=qGRVT?Nulst3=k z5S<B#OO5VRpksI;qzP#hq=r8zYA-P@Y~3=By4(Bm#jk=f&v5^9{)q0FJfckQd5PAh z&Jl|nZ7dloWdNyFs<A~$EeZ{Z7NSBdzvR|!;T$G+G!X{Dr4d|sqo@QfKobQ=2B$~` z2HGSWTE8S;hCzk<5*j+GKN&IPl$E>N4Z=Plxmml`={MK5H13H|n9Z<D;#Dplm$n4( z^l`{Z>n;vj8HX7#j3$0zodJu;ElknXck-!e(<fsZ*l!X}NX2bvv=6bP6V}d{Mal|P z{?A*M`;jr~*C9hP7;vyS>K>SCOi0JY(+{m;>kPBSGY_Q58P-@)s{ChHkt#_^>@od< zISLS-20wJOAOFNwM%Vp}($%3!18+zJ&Ke#sq|Use@eF#P_J{cmjBGtMTXfN}oP2d{ zFFhOeRldpWp5C;eH1D?Hcu+-lJC6nFC9VYNAa%Cz|KM-D+ZCUShXn(ljDtVArd7Q7 ze=Ms!(;CrUnb~gY=(0GjUO}z_lTvUPoO^%!Tkx5*<1Wun%dcBSI#+DJfo8@A7=R0l zMvF##84Zo88THd04MS5QqlT7C6p-P?;uX{_XaDPN413=Uj8EbMB^}GJ)Mb57Of*(l zi95{3gW{$cqS?=?5++UE32+YGoI1!rsevCmko+K>7;XROWY1xwFPc_mI}n|b@%eil z2iwwfnTt_o3(I_=p0vLyqsvADd~7T<<fE1E$Mun$km)6jc^VhGN|OxEdaMg_L53y1 z3CCe7K&n|yyna{K*uNS%y`cEPp80%1d`ZAKU?IRqmBgf{V<8{}3%vWw4Ecm-!NvDO zn=x9GVb=~tZXyZDT_Y^Od}RcT%dc{czPjAtEK>m?HbZ`PcHs0m`H(qwWb7gDBi{>b zn=qkB@1WU76RJY_1lAGh)UW;#I+TpFHUP)RAf(JuQ-{_f+`5{@%(VNr$FQE1=M~zl zkMu><770Rz{+VD@X|EtI(ioK!Fga4E7bQJhDBSYK<m?fp{-~8PAZJ?nOR3%cYlAu4 zlS6h&&N!o6IMxlB(%z4=;j-yHpps>7FAMvV`MWnEAR-{hev#1dA=0EzWZpt@ac=yW zs&TldP*j0ab!XGicK0n(jsoIbYo=xKntCkeyVfKJs7<=BUG|{zOF!5=*)l(8^sL8i z=c#e0Qj5mF`;z0r&M*3t25@&RX671t#4UlzGTvcm_oPYP`Cn?5Y5wThOubaDg#jgU zNb$cgH_^gWpquP48%JgbV|hbMV!AmEADy9!R_KU<MPw4K*dknPx*$|{Uv0xCjD0ik ztABS*oRR&fime?I_8-xOz^d+R5$Vc6dv!8wk~sSxeSr3}9AVb7R4N;52E2XM_79AI zB|Hj6-7hTIuPn3{(^qZC`0p`pu@B1EB@{H@nVz50u<Whh*+4bV`;uR^fH3~^YSHVq zqumWPW#r2_=GKUp*=#PRcWlz5u#>Dog}MbR5M#E_`#uwlT}H<Jx}Ku1jZYseTv)ng z3eoYGYDu-eFBK3@qmZKK!D`i72K-+HhrVMi!J5FhR&J;P?xq5>GH_vOY`>0wY8YHk zb6}?$NNp%o*M7a&3lwc+)IyNp?)=hLk)twUv+LuqJhNt_eQ`0yHy$xZ2*zQyC~7`y zAw2Jk8c!e?KSje}O#l8y@1QpI6M$X>j@j9Dl5CM2fN}&sGycagZ_Tw$J1_g|qgRf@ z+<V}&kDlCY)xkXMd0u!^#?7W?&YV?DZ?evAcKI)NVc(jx-d6c-l#9h}-W*qF<OlAn z_%$Ga#=+^X6@wI9+vnE)-#+T{jsU8qub#Nx0Mrr_2on-%aQkXh2P*gh#~UKN1i5lN z&OUKI$e(0D@8@>?-5C_=3pLGek+ipQ<1ids-p#GV==bF56xl4)<3CEy<57RKs16j} zoh?Z+TUZ=qHUAlMpiT9$6@`}=yhWSc%#pA-Jl9LhF3`VNt4GambH!?F2=sd7pkdzT z^txk$%^rgOEq=rT;<iqfp`p)~`GKd+Fp}@!#LFr6(}hRsNLKc;ZM85prgxyE(bO@Q z!OxbSTUi)r$v6v|uS9)tjOlqku9r;?^D&`vh9dGxQ5n7coT)Uw`R#REnl5p*KcyR) zR<erCea)w!t_prfMsi%bA`|r*Q99Tkqo>!saMP|;Rfam%*)KdFcqI0Dey6z00tJC< zj24>!g3a*8_rODwt-ZFZ$D!km4wJ8HfHD?NkMO<6V2EY2e9z&AkTY}V$-J410m38i zg^u)Z11qQuK59TeZ#`Az&fsr;mRfz(+#aSt<2|>2kvT_#Fk`e{kUj$B;Fkg(s(<S~ zp;<#4BSf)Uy#mkA$~=Iq1he(v3*P}^<)JJ1Zu}CHuxWF$6XqD_y^`&}bn%Yj8MT;& zkNtG<ary3MSKxLxMkl_qWYg`yPV6nky%ezTFCc`prFAyoEMp{0SYm2D{^<h~7qT># zPJEZO<PyNM9B0!g)~z)E+*#lRl<E*x3svLG`fV|46Mp<fKfRb#5V*P`Yd>lNaa>+_ zylJgwO=%$oJ^+TV-HGc{dVUKo-mCT^RE{gFPExAS^BMggPiGxe)%SLBq@|Tq1XQHE zyAhP`?rxAqN?N+RyYteGba$t8cbD(x`<r>ke;gR#+;h&oXYci_^;veMSL37>^_0C1 z$qurX^0CDQT)DLxA0^Uzk`7-4sg}L#_r|DRz1yNxJGqJWNM?(?a%aj{y}YG;r9YGJ zRg4E;VS8yhtk=T5$EipP#zlnnpfRAWRyeh>t6|LxRgyVf@HVkr7p4EpV~}_U<=E{v zyKSBPZXJREUg-JHm8@_ia2J%*j74}&BZZHfql0BWDl4Qlbg#U~4&5d5UHI@N!?ZV9 zDUu?)BAJ%@uPWKH$*!M78<lt97cd&i-&`r;BeQsJb!Eeu)tekV#=a87bAB<zhYQY6 zDUY0Ny0+Dp&xmwzZ<{KAKy}y9cI!yNTyDK0dGz62JoQir_lAC42YmrQi^$4p`14}S zswB->+qoNC1o#v$^#@Q~7Z+E0cKH6efLJ<jdU$-xp`qKMK2fJtop^aomU7$uH23A0 z5b7-WPq}R`fzx9_BaDTPKM#%RXXmEN`?OPCN7!qz#aoM4Am1eczh$`O6oAfzGw1W^ zhZS0Pe}og&U0q9{wA<f!fYJ0wY<nIGhPpi%Z7#S@b>88c-%jVpE+V1J-!~eA1Zrm1 zEd9N@)vutkj~ISFt97O&Ua>qx8g$Yo6#{Aoz9{xgxsSI_u(fyUr-oxEcq`*M2zLB_ zDKh@-DH;ktrep0b>D=NO3Pm~3U#@pH);+mD%~n}9Hp$5?E>3{gAtGj0co)jOO!x6^ z0EO=#6&toDp#XJQB85%d5QLk_6T%L~*QDyQ^W;o~&7nMhJEznSw~ZT^oVij*2=Bk# z;zD-_n`o;yIKtk%v9%xH!ZVq0uL)Jn(EVJUzWle7+jcZ(%lT=*iP!&v=fu37%ZxM? zcr_5_-YwC^z9@th*}-U{(vp}X29fD^$nxm$GE?Fbz;Qrkk6@UD8!a3<8`jR-Tnp8i zW{Jva+0{-7;c~0bqFb(7#yMg4aQ)5u`Zz9Z#9$Z7^-q8~vTo@;`#M3V{sqJO^2kpO zw2PalObC~KLg1K(DXT!6xo<|cPs78r-PT=m*4|ySH@F1Y?5kI;K^mdajX!}qB>8mF zXK3Xn{caOiyMwIl7U_8#LI=ABGL3&0oEDziI*!LanUad8o8ti+NP=g$A<^LOAsP`l zj~VuFa%Wj2+Q&P>)-2;JQBWKMB;8}pF=IuRuwZ~nBh)wE?QEk>#mZs@PVn5jX3Zq^ zRo#=!&iO&se`O0!rH3a5HhhaPt`w#C#flB>nT<e{lXG57CK)}8uWUJJu|Pkpbo=*; zJ1JdjmcF5`rSg18YvuBT_Q=a&c5$sLcH}?^wOMtI=bFHE;=;ebO(A`(Y$0%}>Sp_N z#URz)U13bc1<knJ8Mbx=q`(5uVScPyuAIMaFjc2HU<{%m)hrcFxhGJQX(+Beh+K`Y z7q=2ZxqRxF-o^A1fFs+rzkc!j)KcJ+0N=}tFKEl(ucF2i6&3_IZ;w7Trq0yI<h5~j z9S4P1?r#90$~z2=lfXUBqgpsIwFBl5g&@MpEX3Jq4Fb1!V^MjH95av2J(M;^AotMJ zUq{f!^Q{e*tDoQav;8k%naX9&=w<oVJ}%Ja8r>C#|B}RWk~zkO=Se<WfC;&?1_qx= zoVf9M?8fN8H4lpNik9Sv?BG{*++6m+vO&6dTWq!S5!@n`?OF|ONCZZo?K8ZT?Na9V zc1gelhtYnlD%9(RS^}Ie@nL}xEx{Gp0R*qiR}tvna1Vv8wK^bAPN$>7dZ;64j(C7K z^z^+->B6oA4i&Ptw`QhL2%MF9B}Q$}Ah6sxqE+!YkI89sRxmjSaF9jODskeSTN#R; zvH}u|Tf4>(oY}>HE(afn`hp`9V;_xDi(hVN6#{%N26*e=A09tmZnL!|BID9VeEY)w zV;z=EI&D**=s{)CoYA9Dq3HTfmd>|B#At3Z%AhxiKY}8+FBT#f0H#E{G5uon68sS~ z$tnVj)C7tJh_DppaxhUP6YuA0KW-^f?7DovXO6jg3)Wg?)bUjL#zVZ{APr(Mm!BJ= zB(x)DA$T+s70D;28Fl@&KDKaTnso`y(7XPLM_-}|3YN;h4CgS>lkb8V>hCKllU7Ef z%^PNVl<cU;*#Y*X)vW<lSZGPv%AjsoXhjpbL*@*}>NURb=AgF5OVOAsTN?7><FHnP z+qQLu<s9?gNi_t@hNy-?6{`kzx#1Z`hX`7d{<{w~67iIZz2;xmIuK#WB?bpojl~KZ z8FUF0U>y92lNJ+J=doP3mTPC+Ypl<0uebGbsO8~4D$mEpzKTz_<p8k)xdz)Ux2;u; zm$Z^xuEF9Ek|M(v#RE*2@N`;&r#AXZxqs6)>}b^4*?vW}MVBzD150^_fLbh@Xj+m; z*|L;wdXy@b#i{$WJ-MKa7WskV#)b&M>g$V%G7#Sb6qpu`JW0z@D#iZID1(43eY_(} z`9xdIIQfGgnfTZbn@-brepjQFyH1gGJ2|$om(al9zNKh3T9T&Ryskf?#RL(KE7emt z)M#@0#x{WMX=r&N9{ZW7YWVX-+Rv@Da};y=yilG2B3#p~My}=iWhHEU|4i{pv5t@G zQu@m3C%)y&gZ>!MlBUL<N7zKfH^~0FG7&v?;N*Rejgr$+e8?j&wXeK}NLI2@AJ=A? zd4;;+w?)vB;fER4W>KQguQUIWWbfOb5vA}_!%;X;(LK6}lKre{wIND%Z`NCE5tDPm zS2DlqhOcQLURe8Fl(9qkT$Cy;^_QY1c=Eh%8#hFb1gGZMSYT8ik27gvn}d?oc1uE2 z)=$Yc(GIF+OGWcRQ~tx|m4)Wt-!EUvs<{(9P@z#5Q@+$8uvT_Qfd<eU+(g9Vo$8}i z_KR!s=xn~xvf<HaoMzLn9HvX37KV_4uQHAMJrR-ht)?s%t#<3u^@4oj{|p<SJOpj0 z0YH@D7ZSYEfnSUU$DqVL=T7!ad$gh!;V{`SX<y9bkWn5xehqw!_QsYdqHceg0al`z z*7o`E$=eW>jc`p$Zi%_^(4oCJ)YOB1<di@j+DK%O@5vrz`2x2O>r>osml6-<0Il(x zz}QtsdD+*6CpP4*@>^r}H+N}<_`fhCPngySzXp=M{xZBquF}z4_*{$_TkLi6qt+QE zk#?jz4A|Pp3gwonLUr4_Z@+_yL-aW(5!XmZ*^by*m@kILZ=xOW3R3!;Nmyr>{&ZqI ze!ce=dI3tEE_avPusWh>(lH$_4?uoux95q~b|n@(a%hF58?e-MiGdwh=xc)qcKNrz zY<>-%$-lUw#D7I8W&$QtO72pM{W(u;^Ec);F}J<<0?1&uvsH4FEUa<I3Wp#Cat^9$ z?B;=9xk#~gW#yO-@h<?>sD`+sw;#yfG>_PCCsl{%6Ng7pY%O@Nh}sPfDV?gRMZW&# zhLXP@rAH>2Umi)_mDB!ATL1Wlxtp~6UcG-5lBB+#2ivatk)4Roe|6^5%Ql@fN_*W* z5Us+M^qzhEu_|U(&kDF6{KQ|I(|gc&WNi5Tj!`bcGUi|-gBwF&$9GN1k`;avl-ru+ zXQ*U*v6SL281&D1{+1TyK(68ZXB^O#z-;H+gR|S!1J-4VLRoW~KBv2)no9R2gXpln zNYrq0l<fKoH8!tRKxeu!d}lzrx3=NuW)Vwl=v(=IaRADE`g1qOaKEfBv+>=VMSaCt zS|AAjZ|@xUWA-Zc^2caeF?}kCGw`H|G>&H=g(6pC4jJd=c>HyHWOv$%&z*B98Ut{u zkh`Jkspqsn-VtzVK6Xd5JWVrvwyY2;CmY2a6@71$pmxSdz#~?R6-{W_oW?E6-1a9b zXAK}RMtZ|!$F^FnN$o<NKYgYFHksJTO5&JHZ-uhlCF=1<#)~N4BtOM4edP~wM39tZ zCd&pC4XuKdFz%qz(34<nr59x+C0hAia}u|BGoJY%Rg`uF4p|Y-tDx<8oBV;fx7*%g zb}6sFD{;}<-1Rt_C4>T32+~e$`Q$toZ7h|hSVcnWU$^AXs`=SK!|H!Xpvg}dU0NFe zZ;9VEwP3d8(kkFVPMnIlHK+<ONex)>4+$5Q#05bR@8FrA5?EKzlY3Ml_l{6w2ZVV} z=U1m><?*L+lMMsSBVuKc@oa9$&DVcc&-j<jIb?SUIT+@ZfVezza+-<m-dA-b%6Bj8 z@$benU4ines3?NxrKqR9_^jGE3_3U9K5_GFYZH~bADK4*M4xO7(NW&oe<OCWMu$9% z1pj&itYP=yfx(HC{4cOEmwKob^@RF`t&#$C;K@h%>$KDd%S*05LUkkd{~aI0Oh?d2 zTihfqzYp0%_+_S$51*Qdxi==mSv87#?S5X)rhVVL(bALpd1+QFk^LB?cV6WElTF__ zkdp_zQb9z@l9>a+H#LrolrxuxN92mS`&63!W~NsmzP~IeB!T+;f~<Lf^x``=SD}#^ zAI~0PX){sA7U$sh#mONG)0kVfv|>%<DlGEGU4BkvZHhu7E%(-1I|W<cGT7wc)pvgA z?!VED(MR{1l6h}{QEBM66V=o4Up0tc^72HLtXY#fl99he=29Qk4&-9^;hF`ww-$Cg zV){R5A29+(1C|rFeNy^eun14{v7~m%liSuaH<R_#yS+Dmsz99T_m7tY%r}*o+Mw5L z<?B6P)b7hfkp8|%vbu^)R~iz4qd7L-A0roI@1lfUVwj{l|3PzidyZj%MWV%s(Y;b2 zYYuU!`S~secnh7GwUfVEkjL1un3}Eq!-o3V3FWK1Akm^SKW<6mIqhHLIs?a}J@`B3 zY#=6TqJ)^9Jmvz6WEy4mK0zC%u(o>31spCk++d8<M|r6qYj(Z$2awR<(W{d~OzS(< zb0YSSHCr+@T;^Oe!=rCdCUOnB(O-+ZQwYj12BEf=zw3KH#GBMw9vaSoB=LCUlpEU` z_PD@A@wDQ}$YxFb=>1vP^02Q!W&DW%JvDaU;f!tRR1^Sg`Do1!^e^Rr3FiH8d@&I( z1&U8K*l;{f!OxW6ixML4{i0+wb|z<{WrKAW<|`a+6`A^&a&s;V(xehKk`HZ`3l>(r z0YY?7PtGj6_*qPW@y>9HHd;xPZ9`C49WX`nw|>$~cy3{<scYrteP%ATXy8|{*j|X% zm<<yXi5Etnj)o)2Ztp;lz9<=GriGpEO$0np+r@p%C6d6e(yb1DUDlSR(SNeSMJnU^ zs~znt&*-fhV@$ZTp_t$oFPuc39itDgY99mZsO9c6KCHt^EDx@s7TpvN80Na>GKRY_ z7HWPtHCVOwNrS(HA+)v_JVqdwzFWCzjlXHVX-VPpOhX`Yi&$A%QE!})u=addyxZV= z*8lUDKAh(okIwUMP!`J%z`OtPO~n(%{P$#KUL)KRX>?e~<p0lO0!h?^8-k=2wNd#C zmb?B2BWf^QQO*wvwUhyKuyHVhh>K?%1JhH$83EAjcPJ82<CLdPv9qMBj{eQbTfe$? zQGSYWc&>`ybs@85>MQBGEGM^iX}jNljisbU(kC8Wi!ioBt*BNc8vL2~YLrx@d66B{ z1sbO1RXz8P-A5U`Gb{ZuNCSM?e30^YI;ORit^%hJ;OtO`kB08}?Su~|!W1&L{p8?K zfbsI%m$v4xcrPfJ#uRtpin)7iiT>ak82AP|MSNN@=j`(@?bainkQnLGVs=Hk`3NWT zuVq(Jz&Nu{(wOQVa$gHcNUcPXKxj!`%yW(p`Mf;BYrBFXdOY75*wjmTPUbR<-`1t= z+2a-mhICp#9=OI)Q|YAtS%*=3HrXD|46T8q-AJRc2Iz%%S7ASx9J=MocxUMeMyw3> z4h*v;>LBQn;{Y)yvk`m2ajUfKeB^)%vLBtKhjAp;fWQ3d1V<w&U(T<jMk6&$i!+sn z+h&w7Y_+8&FJQK1FZgjfUt6MNHGuz=iOVzA%Ge7zr5dGVIq4-{fxg@nzk$m6#0WAX zVzHkyPY(%h=y%V~uUsALOm2X?1vGH}QYLifTeu9MP=S?$2KIw&3be3Nk2c_0FUQGP zoDWb&jv((T^n^EO6{X*umyj)2no|20f&z0G6e?w`4WnXxaUm<S>v)A(>vRSjM$}uj zlva%z?!JebK=OYz9yJ?bOy!}D=YCeqQkZ1vCj_SISKzupsFh@E619@iTSn5D7ooak zz&3Kv0ktZ^G8HZ(gMJ@BdzI&NO(NxcKsf<}+aUuh1s2tte?=OLRJCrQ%2aE&fD>cg zcKp@tv0E`Y+N7ebNM^3-4$k7tBJLi}OR(HLLCRRVG<>*`Z4m|BhZ8!3vtHNu+Ydb8 zo{SX>yi?+zNp9xCvmbO1@setDjp+r}3PR7bJTW4CD)-m0oiGo;0j6QjEkTJ750fVA z-?GR~<O&UwO;Ta6c%%Iso67yHXIE99H;X%KamQ2F)+u+4djEIww-XoBp7~oMCc!#8 zDD2SnMg}9=Bs`Hofl(aBT!n6J@IVD916|QNW^rIIwdZ)C*fT66p;I|OU-Y(b0!Ai; zuh~~wDnLcqo%inD-jI9DF(l%md=`sSHPiv)Jz{xVyGZ@GBMsmp*@2?%)_1WVZ`bLA z_<5(5cPW)_odeGUmt=Yh8&dT-!$)vE|H>_Y(0-B<=Y=Ai7LA7xrQ>{24XUvqmccu> z=qO_cJ|^|J<`*B6F`rboq?EP0f}}v^;IwppcDiVMn^FH@W<B^VOl!b?yZv)(F>hF0 zsDh;eKVW_Rfo6@TsBO{D2OP+M7AQN?f7_oq$-$6)*8%NZ`X<Eg@tEe<JLA^#R=Nv* zl94Ijo&)rjbmaKw2u!+p|BibV1tHy?-O<W^NNz2IR*P{9kHYw_EgD9Z6GToW$FSs= zAV9!$kP=ObJp=EQw(HfX?cs4L_WbPPxn<|5Ubu1a6dfYg&*jd`raJmqPV;%Axu(=t zqef!>HQMyQ0PJt8<(Y^1aK5Me_Qyd(FZ{|T{1cvun_CKx>-8z<DoA=+S=70eialJH z{w*csbxU~pgycSLhk2p4pxOlGe+s>=Rn=mmpIcx3-e!(f<1btNyipf$X2R>=ytp4? zuAf|`ThUz?ExYPSA>|{D{MON)X`LYYd|`7@pbnxP#PoOi5eOdl2v)=sC&V)+WHZ)! zD2kq8m#*(V)Tc@r(}79+ylDJB@#d~Uw392UlMZVA(va{Nm95_gO>F+#ndT2g0bn(d z+`LEwqYUE%{?1PgnEDzPn>(WngQj(G<r8V1139^U@5A>biq{}&1<B5B>CSC!{t*53 z&D-zj_7lr&9Uz@#pggSuEFTfsn04Eb!)%OgUl-$3);+W%$A4BJl*CJ;19I@X!PaCO znTvh*)$c`QS{{M9<Oy@sODDp5$la?qjtD*kKBao^l7+DOoR0w|JB!Y|!M|Dk)P%Q@ zB;y9j`v`>IE9}j+fNWPu;Rw&2OuY#5;=t5cYPtFT(xNAm^UN_+W&hK{iJ`@9;^AJs zd}Aj!VLfWVeh$Q``I?uxm54XXUCS|qJD~Jg)4=^2=V<6=fU6c)U6f5IZC~p6{)Y-9 z$_q*iXO3i;boT}&n^KJgs$?~}4Dza-brm)`6DB5P#t|A;D6N!T0U^10rX%(Bp=Si} zlnt`#K$DmUg?ikOnm3^MSUzi7T%U9mJhaX$B?No3)`}e$W<!|j!;hYMST>s|%XgIc z-33726Cmj<E~IO>YWkam%sd~KiP;s%e9}rCR%<J^o?qAAli^>_Cwpx?)nf3fN2EP# zcHOtsR6?6yJJpO1o{qf&-3ew1{H5e3C+)c|co!$N7Wx@XZ<eIf&2zkGr_{8yT=Bw( zM=O+%A6V}k$2Q(~k(RiJjN;G>v^?CrEnf>|Sx_XZ^q}kXc>s@7Mat)z+C-~i(e{<` zwFk9V;^EFtV?cLB^fx;(y?98#-_Nb{REE^!UlQk(wx(LT4JmyniYA<;FFhndRM0h^ zf~5AZ2^7+-?x%N^CI)|HTzFF-s;SFSPSg6DxmzS2vRW0&4;*nL&TEdQM0K~0ddjI2 z>kROmT+ptGi2Ymd&yM*OEiUT=s26{A;H<)Kcr8YxKFn_th{_*1GzJ(w#iRNFgwx!9 zddxjQn<Exw)xd46?k{%Ztop_%hr9M&GDN8eh#HIP5G6ltpkCJ{Hfq8Y1c_MtXoPM^ zAo%kD<6$V<ZSl6Wakn<=&sqM3S=`0(`Tb;|JEnS%DjK5?-?D&U;mV27BC~%>c0gta zOqW_u7O&DnOGqd;$N;LKQn&sb{ppGaE}Tp%ic6g?0TteheBIZQo4KY0c?2nAsbR_0 zb}P_UOu#LiZmzH|3Uf_wHQbvax~*?7(t-(aFyq4R(-S@6vp9`@1NnS-EF&Nj%7}M$ z>@0UuCm`+47(#Y(L6oUiX%dJ`+B6g7G1W_4TpjuDnmLE+?a+HTzl%yt#7r@-S$#jm zK*12IGl<ULG;FMqUg@{C_F_y>6S-d!<&waLR}0z?xl$hXkU%bDN`XS)OWV-a?Yk03 z2{<I&jePJ(jgE%uF&dzVvqRR1Ie)A1J6#XR{1Wr;?OBvZUiNHy>oGCFjc?lHQx{32 zdO^AClI4e8Mn<Ra-BnjBJh^Aybx!q#gkAe<b~^y-1CfIIj1|`Vp#LHS?t02=tek9l zEKy2(%j~=vwn@kaO!_td`s946r{LrSW)v_Ht%*E<4rojpyoqm}sS34<0XWYAAgF)_ zklcjNv(dQZ`(G)ng2F~LuHnZYk!H3A;Q(lcVvpp-72FJF=lF%<fOcE@f!K<N0yrXa zGH`({fX3xDpsN^HQY3BNLW8Yq7Cz@72bBgh6JAqfqu`e|>gDCO$VM?$I#nZ%M7h^i zIkb_~q`8ghQkvNrxb=xuJw);{?6`bkb%hG<Of)+<<OhavwsvvNMYdjE-t9$?-GB@0 zXX}MeVQyT47;9Ile`~3`?^Kv<`iV<ifQ~-4*<cviPy9?CaEkWqLU5G&<Lxx0Yc?E` zUX2z^J=1O*k?(i2;+Z4uWcBvPGDevafIJ)EtteyeMBe-D{-7V2NWE6k^;2M=bq|0= znoKmGQw+Go`vw>WTEA^s#((y<QqBTlr<t|Q&=DoUJ!DHc;k$acqMe&2sPmwN6PJ#U zD%r+qh>Cbf7zABvw~pVCJ2wYZL9XtVYhTqcAYSgdJqiO`$csa0AumeS00;vhq#qdW z)qRLU(((;3#rp@_bwHKM-C;<IvQ?ZQM{g9CxfpQ4L|IS}A8mwAkpK_FH;?aszW)_l zM-fTZ!yar<75f=^$Ep&AyWUIXCtq@OVt<bWsD4ph+7#p(QYiuow`%$tTE%}k`!_j> zJfWM`BhHgXC1k00RIB<<OV1ml*h57x#2@M-TE1td#IN&F3U1k7$_k>n;J7(RNRX7C z$zlT~BYa#PuX+=P^xCK_rE*BGZ2wv0o-xsO!ZrmO%<BPyW!p@3sI);-JWUiaw~StZ zN{cEd`1SULJV?hBBG<EoPlfj&16~9}8JQut2B3zgvXF2P69x*PJ)Cu8e=Rr49iofb z5@p+PctmOb?UY`4V%;_6mp*6cSI<<S?0!M}pCh-OBEv$z8cE^kd?_MHyJ_C}UamUM z_t?pI3d%%@(notSrMWv^gol;$xVlF~SA&WFM1}oStEZqcjBNu?aB?fM@g?V|L)*MS z=16LNNkWTh?*Jsaz6(&J+5;6NVN^x>CyKohqdbbSRo3fa+e|3|U0x>8Tp=>N3#|Lk zD%kivz+}PG?PjD#8BeLO%`{m;t??0q1=mXL6-l`PT@^-BoOe!<p#CSOVU1Lcg9j7( z^o9<J`}ZRT9dGM30BX8}EMZV9{+NBl*s3bQ9K}2Nhb^<NKKLWCz#(5T!%d2UQkFjg zU?j2dW#-Kz-ylO}`LtCrsg`T<EymbPUoly?A(I-V(Z!UW*i3!xI+PB9eup7gCjiw3 z%;kVl9e->>x3vv`G|bestb@5op$GlJL&jD!_6sF+AUeg@ZR==-I-3Q@8lo0y{)tOd z9Z`K0S<g=~4swAS{j|+cis*ND$ehTE{V`uIUS(vMO{bB0gB}Et@@b<e^4{b8Nm|Sm ze;rr#5-1#eNJNf{C*LP2JcevBQ_cH{krdA4WHY5FcH~iu_3CEf>2vVW!NsxCgS`*{ z606s~vis{o!bW$LZ50D-Odl<!H^i_j$cEs8m1^~BZnCiKRYiBy&b?g}$Q1u*!F;jO zb!wy&!!@wCFC!h19lMa@QXabiwuLXzT`X;DGaAlvhSk1zDc%s8&HctX`gv=@;-B5m z{vR>{G_MMd4<?l=kO>$t(%_+Xu0Hlr5$xn-tW5Kw8HncIgJ$Ty5oYe*lsY}-7DXa` z`sCJ?nO^b&YJ+@L&H7(_My*X=NE!AzR+byOB(7=rUR0>T+rvMx1^<fdBQ<p*P(RcQ z@M$Css}M!P0vA;21;cQTqTA5$CCOe^yZt?-_<VzZ_e|U~fG0IvR>#b~7;GK|JDcVX zgRwHfUGbf{jrwQ<2&J)0&GuDv7(>SS{jpp1CdGFyfY1r(9<hT^fcR~m5L&tbC5$AF z%G&_2Ez|~iZ~jD_4*>flu-8qOIoRVcvQ-w3)NEMOIB#8j7`*fIUl+c5|3<-m6}7oG z!{Bb9%U!LXE~0>H2@)1BYsAa+wKc_BJ;aQoj^D_kr)mzZz3K<rPt+Jro4b<Hk-CHR zp%<1+Q@e!br=)F_sY`cb3Vb+?!YJ4fBBdr;K*k9TqPdxS41F$&l|F9n(_8+0`cu7( zDY;c@ZhU%0+t65bpnr$qBGKG8m3YD>gdaTAT;y;&w;}Q%Tl81U{2r8x-0MbTc!M6X z-{5V`vw7jt*wl2Ft9?(x`}h}KAJ2cQhO%W((i(bgGX0quD*b*czy754fjm|W1qJ2w zWmM+W_OQ%%?qNyo&x6{Z$4(x%KU$o;T_M+xo4*fMq`4iK0HLR={9&SfB)1V*o;Owx zoxW~)2Fd&&mom**m(yfdjIZW~gn2<GXyyC$7|(jI*{bb|tWt`^)h4vq>{E(@JJD0u z$I?BU{;KiV+(l|PA@2~iD$&MgZpdh|D=24wkep)$XhiQnnE_JY1vYR!mIE(pk|QI9 z9M)wtP)94@k>xJ{YKr7&{tpR6g%3r=pKMqdBBd_+c$xq<aW}!eL|WYXE0UNb`n2oJ z2Gy238j9{fF7ugM!0Z<+tWVOxEcCdnnnegGc5iYy@aV4$%Lx|EX8d&VQ1xqaaFh9+ z@vr>oF|ZqEoE1+DYUSx=e7(gT*!rjY#1$2ml8jRc_j{{#6HfHAFe0UBC5}Uz1co_T zAh`-DNyWP3raW5F?PVPJ&ZV7Zf80c*rYVLcpibx94xFdM>Abv!96m34l|>!03&mn( zD)nT#ISrM%<W?aIcN;YV`U^$c18yjIKh=JIP=`4Ut|OfVQsa5bD69AV%;K*hYt)Y( zKimb7DS6&PV|~@UL96+!C|gN&&04$UBjjLr+7T^R@ptOsp`v9-paHGCbpE-K*{M6N z`ivpS6g{^}`O={xv~~UDpvxm%KB;g^ZaHtbB>5BT#?Wp;ZGR?bf6N3Pf9;Iug(2=Q zdG!<hq*e56JtlNs`y`lu7fq;D%|(Rmcf(GZk7*P1$y)i!ohIh4Y`X#Cw9~{bR?3G5 zE4^3xe?CkeJrxw(@ltsj>VyS4^1g+Y>Ryggc96i2ofDItsyQ(Y#ov{gbrwKg%s~V< zgC2)s^sEjl(Y^^bo%AmVg_22}_#4vlkWA&aqAn~rG(P(zQ7VS7JapozNRzz^0^76n za>?tTbl3g+8H-_&(1t@ICACWR;iBVbEhg7mW}T6RhmC5ll#3AH{A`6<?TCThgW(~t zB4p4Hs&0RKBw*zG(Nlv{PGFn0_R+id{3AP?>edT&J;+SFh2dmL`m*%y>GD6oLR`Ad z6Y61*V3UN5E2Rh_VBPGXJnH16`xyx#aUi9jhUR7|s?D~D_Ap3Z?OS${Yq5nrJ*abT z_~RM#At;!+@QQ)g{Gt{0o+A6-+F6e$x(hd9D{!@_X~k>$)O@X=<as>pln&DPC;Oi% zbz)?V7c|GvP7Qr5c_;E>hUoEby4wNV+|9pAJRrW2fVeyoxn-?ZyGX#>$NKM!Vaq&& z&@{%PZ%>31vMVRr+3BA)mGcGsR-ejt+95Ne($pyVAB=znt-K4hs&#7%D7LPD5a!+| z(Bo25<5XG%r4F|qeQ<eDzq>`2pbj-!v;D=@t2IEn%AQoAdhA~$Xc+8CR@^}HO!MG5 zvst?4m0Ir_0%%8Rr>P;gJ-41WhqbVw2+p0E=!~WsdP=r#VDA4*_eAM1DA?O@Ob0}9 zg29w(eu!B~UvH=_SYR{{K0+D5dPg6-8GsnKjIxfJdbUOgR*I8RA+eUvuR#P0aApd{ z{N=E<_ng0?8)_PJ+u(QGdQp5g>I3OH@O@OBy<vs_h|zDV0yuDs`FKB4zNdfSezO30 z#UScHD!);K<NQA1>q|w8VwikNF*3>i6<o`RK%?dpyCOQ+Mf5<;SST|N0Lurd;x`+& zt8bG}Gxlx6Y~TCFzXQxNcJM|hr=g?YwVmdLE$cO`l2%#gxKKPK98j2>t#0Zg<43~Q z2vIuMcF*fTEDrC=ip&B;(Z&bGR$_`>xRX`LTmkPDu$djiwK~&iU=Kg}^QhOW&hu!o zwT{gb@bb5&Y($cnk3C3<q7#H!{nQkiAa-1QY69V$)6+lk)Qgww2(LLg=hpFe#Hy~| zaKZTWkG*=l#z=25_SSb&_S(R={5m(@ZI1SglN|RfmvqETxHJgzXz2~c-Wv|h`<DFe zgxfU;p2;+Wo`bnv9Pd{b2kbjB4pEMQJUBGF^PIl*1oBjXX}Qs{$o|e{s%p7x?3IYy z;w?lwaV-#6xx-%`yFsEtw|sl!DuB0d<QA8`_MS&vD^ELNO?+~Ox2G5mxM%2b=7#rn z-wZl#c)5d9`B(a6-ms7^e|<aD$?dmhqV@SxZn?@JcB7A_m*!L(pJGZPCfz&Y6FVJc z4ZwM3e8b)Dg!2!ZD!GBm{&(r~YsgZ4Wl!<*Qw0Sp;OD41AC#Z<<Dx<JaO#+1ELC2` z<K3K?;5S*VKnXloP8^@=(vnE2YNewP02j+|@vEsSo#bBMy>iEm8E&vLuidQa<`V$f zsQCR)nm&pqm&zpBLkXU2yfj08x39&ufXT}@b=mibr(`qU<in(SGtfs64IA0<-Af!x z@1F3^EQk+xvwAtY+#LOtY72AX6Ho|rNZ5J-?Xu>_kpxb|0fdbG4zP>eq<~m~$k7P2 zJEnL|qI5iLKF)WX-vAVFgKD)<lj-VbbCxn0&&Vsm5n8~owBwn+-_@Qchfuj;{5qj| zR*#mNT{-$RO9~xE-<ejrR81~os9-~J6qHR{ra4+X${`FKPX*Q~#r<HxVxm*QWCIn> z(_V+$I(F`%gHsId5>UyxDYsq?N0)#|_+|5O{lG50?)M;^W*D#Fh*ehGb+Ow7v<BhY zaeo~H;X+5-@RNQtv-z3K*vfZ+F$3WDGPPS-`m-aDK0MoVbvzd)!1HY3L75W-Kqdq{ zX}2`YHwRhVO+pCou0k&;0^80_J+z#5o$#bRyn0FOvi>vbIG*JuqpPfp=KchCMHNp) zx_<FY<%shs#^RG}PV7xeP_cLS{pPsv?niVwk9WnqQvT>Xg*S^YC2LurJtY5A;CquF z7iiIUO`oR*teOpG#mNzcAC|>4*T>z+1%<3-d0w}d)dO!LlaPp@Rr0Jwegn-}Uh{Q3 z&5<vq;8)D|tlc6FOPq@Hd2=#;K;cMMX=E_ZCG1*S84smY03ULC4Oe;zN`Dp6Lso+{ zVl7gdN59X^CM?Uf<nw3v{wWy0c8B%)oRn@y@OnI=(2#}nF!q441xW(q$&pJUOpK^7 zv~v65bqEq&Jn5=wxlvXFOZb*vg12Bh&S%AvutY%MrL@Az%%G4`2^fZ4vnh_5XYW1K zIErks`zR94K1;n(Gt6IBqm^~(wIUG$``HkSCh&nFh^T9%@}1JMNim&Sd@@G-qi?%8 z@)S;|+REg(P~NeM5mixGv7@R45)!E0GR05lsh<&j?PBq)UV&Lh8c)frkQsHsVfOBa zVo_@ynlS>bk8`%IL_XMneI=LEDk8Qx4}zmoPQq0mmIcc2n+m6oTuNpO#<^AfI+8(I zSsCDm`)4-ag7-PU!7`4w4hG4%mNxCMkLC}x<70%wPrfpUb3QcX$`qTsU1f6=cgu0C zOeQD%ul;^(Z8aT%tKc@e5A3P^)%jW1T54@|(<O?kqygR--nM<x&29VoMVwdDt&={l zQi|}K^y-EzAcbLMJjpsf9`xrXyn7D$`-Qhu<y(<9UV`m}R_09ZwQEUjS@TM4_f&O~ zgih>KwN+OMI1YRi_H$d;v*yUq=JUFs(J3(%%kfg|v7q6j70v9z2@<8%FrB5o{17iZ ziRdWo3-35kuo^C%a|PSQiUfHD)~9Y;@hCY%k_h`KZvDuNZ?kzyEG19phgSCWW3>#z z4|n%R^%}{t5wFHOL8d^pRbLEttOjXEb3(8tX&znv)0=Q(&-s9niShZ<jj~_?Fj&L2 z^-gG;hG_|t`$kzXkqMT%hAG*7o}?=fdoWf=<x~A?wtYnwzi>~rX=^<u{qYHpzSBd_ z^gp1YakligG9)RHFaQ&g<My(r=(pI02W6vmRx+8<k;GslkJZJfC`O;2xP7}%{I(Fb zSE)5%6ej|@ynGW!WrPM0RjNZZME8KkMK{<UDi36$*a0{ji>(Jh_|Ca~(_rfl#G?=4 zZs^8UznDz(WZCrbG{QUr$CQ$p3Dgn&r~)A=YOyz<gqB?WY2*AWYUdirV;SrBmMlWy z>XFvx5vr4zcoAhH`VD5D*w$L0enhfiaEy9Nb&?IDRX>;W`;)uYnZi=`jqE&rJ^%N% z^6zi$TLQpc14tdgavv9?BeM@rezFGYO+`fmhlVgANK0sbj@O}d3EVn#J1Vd;*LuIB zPX^?yNP^BLJU&TkqDVc10>KTCw`#CeL$gY0m8ilnA3Tt_B%ikxK|1v0aq+Te=wE+S z_3ocxR}GS3-*~2^D5vb6dQrWyF!X;sqX+~$31K7cq^t@eJJoE(Qj*puMtR{E0|K(Y zxPv%DD%jx#?hwbR>XOp=$wv~uux9`}i2BS;IEf=G!<O;fL|v=+?rYW^HZ8LOXIcD# z@TRQ)c`|^MSB%ZtdZamj`r{Iaih&5?ZV{BEGQN6+4<OkE)Qx?8SZ~Zo(H})<NKwSW zkVJ~Neu&1|M_bTLcHKc>yN?5bq=fXj51mb)$gvKvzvVc@NeGQFAax6wtn8&`Pqa6? zBIl*~%@bME<>`wx`L~xNx@yD?2Bgfucv$#n7ZXU+F**2wn0U-A{L|^~?fy;9^^L-% z?6nhbz~z9X_$nDFS6-{DFQWxOXJCMOcejH{S3Pp-S488P;&)g*)eD$ApdKR@O9=3L zL+mNSs8s)0>0ZQdw~6*VK%0)g0ifuh51-_Nlq=p8H@`p2RN5x`wB=gK45NkpK0iy8 zVwXds|1BDFgIvlN{Iso<t`Q1B8^&|;em#kOeXG23Kx0m<>Z6C5j7twA1k7LnGG=8m z#JTx4fUKSxM%ZDF+~+Rgm;@xK!M7MUl;ydHDN}LM|5=_mh%4=oD0_)l0kJS{0Gomu z;8=cqMWUqxo}i_W{?geLm7!q_suEjX+8gBj>}_rlc)zMBZ5@_6h5o#{ZAWkv@FaUF z<nm&S>51!Z5`^*T!93m=j;6_gYy;FFp%pSZu0#9kVYg2|eLI)=ZgQ6Yo9yd@=ykN% zOCPV$fH<X`mq268XZ1vdI@=hdtjLebBN3$=(?}nf<;C963CsG4_5Y!GjkWIg+y2d; z_K#88Aj~w2!|zGKC0Z+~6ilI<1AjmNeocc!>o>Ckt_3^|yj>PHo$$i1Gjl-81-Ag$ zwx|Um)IQ>W@1okTOiFq+0!Pw9uIUD2_lj11;G2)m*8&6a#M-7Y(sE`eUVHzY=db!} zGU0*DPgZ_I2SeFnrQYzLhKh{m<&wAvIfq9dzh)EeyDYo08EDbbiKorlP4q)0ys~P> zAW@5e`IjdaI1nlF?se4`%ATAUrSdqrTm%%Na$yNBRddM}B|gc7<*zefdK|%^E6K`M z-*3&>$<;Z9^3RMe<vvkre^vywZ-6ZxK*&i!Fp9gHsC!4yrt{7|c>+Ht=rwpLVw|KS zZN$S{584ax>E#lDrp%MB)HwFFL8(#^hZ-hF?7KKm0#I7Eu&%2hx)Rk@*oAU}W}XfM z!WUFE1eg0yfS9)G*2!D7!lJb&C#Tk-Bnsfb9onU>rVOM|>vxEENF(0|b+iE=ivk!R zNe*;SyINLQy-cYLf;Hgb6ZL|&mOd1Xk?$YKV-@?6E1d^_A=#L2|EQ+&Nz3Arq0}O8 zPk+X_h7#-TaCrnxE(d_2Qj81@Si|=}1#u%&$xB7j7}sxPGA&)r_ef^n-{|kLH5>dZ zE+>`e`32EUs4^6z&~xDJS<qH}7z0CT`J7Zh&-#v){lQ~5WXedYW$@#5o;ywOLi<93 z$w@i=lcKCvX1PJk`=Fv~(#c*BRK#{`-9S}7SPk!b5X7U4)%pAm(5XSs?ts^5>UtTe zR=LI6^lQ4BI59SRKtcb?vpR!IvN9|AoI6wdoy|TDVpo%1+JC8h<Oa&c^Gf0tPrdCa zXx(|i8cz;M(FA19?r|O!0YI8IuuhUOUG~Xn|L2(Nq;`XX%l0S!yo4fMIkks`oOkiW zW(y{*Wc=U)SsK)BkxV5$tKSt1GfX&287!Rdi)1T)(C_iL)ru$`DfbN|o=u95z`?w~ zktsvvo9{V#seSGL-}4I8XKvF}*kfVcgIRGsJo%nt#M8ZH5{u0YtuY<Xh)3S!Y_bi4 zgpG_M`DKIu>$%Q}s4jR;0at`qt_d2BGgX>%<9^~7-^ivpIjx3;%FQFp`vGzm5!U@! z*ZUgHK6~ly+6S0{7(hA&*wAk{8~o<<yAj#ZFW^xO_-${Ic0zyy-W=DS@2<ox|LfHP zj9KgDyicFkL8N@yr`dT{ea!ed<GOCReG9NvDx9d?`*pMK3<tj^63#*`mp!uz*hB)N z#MAK`CEMUQ%O*`2d#;DuURP3=^=|#`Hzjvi<(`wcw}aAc2`cI6pFpKcbF9Y(bnyKA zOf)o1<MI<Q8r*8PRVC}wt!Vv?-Mq5C|Ll3Uhl_c1k@@kK&UHm1JwcDwuG7|gd<&S~ z(bca<r<4;jK%K()@bDC1L;YmoOC7P=vvQj!pFG;nFTia`Yc_a?=XaP2PG<!&0$esr zg4s*Uvki&INL2hPPEO}Iu_o*cYAWF@|CUakV87rE+O$AE1Q!*bB-kzre*0o1c7j|s z_v&-)E5c#%fb0O`n?oy(H2o)Dg-jcrMbErm?702u!p2?uE89b5blb<{BZuZ0`Z_FF zCo9i)ubNt_+RgWi-<fE?q5LGOjCrk2Tu4s361HvX?3&b3!eU|1;d*A~5!Ed`$R_zU zx0l6)Ftv125mGwl8;T~1E;api<g<>F3?j!+W%j|=!c!Hf2rF2Cf?>`a+dJ$ib)oT5 z@e-UH|2jq}!lu@Fr6iC7^Ab_u0iIelprKj1gxh6wjMPvTjs4xt1nib9KN@8jFp=Jv zTFQGWeavM_EZ+6N<wz&+dj0LV4uK>wJ!_^nN|+X=^OB(!^v2%BJ&P5df|iQYvGT)` z&cyHMNo*bs{!GNblnI>Kc+Na)yO>Ju6Ts#F=lH^Y0b8gy|IU<e+JaZ6l<U<xJ~F>b zIj}b?xuZ&yW(~1bSAS8Mkrta0B())z{UGPn#?wXI#z;|<$OpNI^{s{jgEZx;{o>K4 z^YT|($>C_Cb@mY8=-&Hrt&e9Et42kHSrM>jf1Qyrv%tJ4xI6~Fk&RChw$hZ0Nv9g! zMkqS)=|l5=d()dqqDU(|xI^8;paK1x<MmDPA{9>xEtl1Jmke)oLrhk%scM<C@(@-_ zt?Fgr2gRubuV;#cew-KioOmU-nfLd?7TrvRWvF#0p>==F&&CBx)Eq`xeo=U34aa*E zOh=Fdsb@*w%FFQv?hgzQ{>m5!2~f)S1lL+1-qSC*G@*Uf=x<}nOJNnuk5TQ!yjIET zv!d({0Gs^p<B_pAQ+Rv{mP@wdsNF)u(#?H;wPgSO@|`N<=@*YMkVL?vyGuK?BzSNZ z7r7|xiC5fB7S50NhJJa(%il$!X09_*tP+79Bv{7(?izn`T^2<5CY=4|7k}l}(Vj6l zZ|(B5D%3LasVsLyePDX$y~qD%!f#*l*vw|iSw=o--pubBm(P>JMnKs!z>j);W}d<M zE!;Ue-CgXSI@)ex0=c%HADdsjqwax@uAy`<?E@?z2lOg7Hx<g8Ry0h0ZIPr3kW1<b zYquI?g@@nh;0d|!sh}$3ygOJ#Tq+9xG-?DSow~Iuk?71Pz`IzNDPe*;4Dxw%!U~8O z5oa8fDy$xQPoyJXOIAgzSEc{mYTh=9=GNl?>i{?dXYG~~I(AK-Y`UUsTEO<vLwX2) zNhO)RN~1|FRdqUuKFQp$W??t`nWS?h24CL=UO)7sUNHhe>}-v9pl3n2^jZJo+<tPG zHTwF=io)M5vW1=Uv!JVo@2LLs%x(#bT<H|crfsDgQUHwoh@JA5>OJ~O&k@0B#Ptv9 z+mBYm;%&xVRiQxx&Ng(>nTsS`z7^ekVUm^OC+}*uNfbcaQuS8NJX@H&T_p{@>AXk= z{kz80z_lZXVC4e`zRh`mAqU2_d4v8zeq&=BqNdIO@*20W?FUf*grC3td5TF1f6#nm z{sVC_@REda$Ac`|L?!3Dg>cPEh~@1&mX!Q`J%OtoleX}FNzllBnhEc&=yjbMt1n8N zR$9-@mfd=EU@sHfW`HN*dkxGQv-G4zIx~t|Flmxt*Oa|-gv~V`6hC5c3I$s5GW=)? zCxAm&YPh>#_Wh<t?`92g1wzZ#(~xwX9R^6|iRy%t(7~jFgE&N4(JE#KmPMdgv=izD zd**{sn19E}*pUUQ#Cowo5=-=F1xJ6YUh@k``G%A!k@bli&W6`dE?sY9z8grdd81PS zEs)qOuGGU_>F3_efjk(k0XY?@(5fp289FZNr&zQ@RKDm>qe>zCeR>iPZ?cnLUs>oo z?Pds5`tW3S0^M~S=G7pBCf<HN#0f#)i^n0mLiUCe9+a4Y8!jksE_qYyVLp!?&*g3S zG$?bIYFeCY0G5sy5W4RJwWU$c=-}Kb1OSwmVCgDZTTx-bPyU_YwihQIhVHm-*CO>k zavPEYTTb2^nWH8nbwql?rCwnhKGpP4XSmKn4~gCfci7sK-es1qU#?T<9zdK7K&zy3 z6UC&n_KS}PAm5QAC!LdB!-~+hB*Y^S@ZwTUA3oPawptC(x05NNBLFu7@3k+w`noU} zLF>%gRTQI%H0y)i$t!T`;(G{uK%8~i+H%mr-Z9`rhr6O&*G(}PS0P=t%@r$P+hB@` z_DUJE<4FP@{hNL<aFuB_X;a2~0p_wUsN$=>e66?-`m=!P=UVccTgb@B*mDq3O&)k+ zymCbVt-vV2YXS0&l9bAQE8oGx(O`_TXLfuZ$kaf9nrft+9x?E0+P5dFPE20+dAkOv zH*Zd)!139$|5RIVrvxgrwRc3ecu@dR45`oz)Ezv06D!oE=Y5~^TRy(6mmEHGj^ANP zt`7z|;46UPXyma57@mSf7F9zoQu$Rz2(;hU5_G?wMiNUbl`+LG+}^l|*GG9VOgiD5 z4x@&sV?NCe`>J&ZCWqK4t(<~*v(=e8DDvH}pmk8?)8{ShLD9ZArU~1DuPuPs3w8nM zIQP(CLmoxml_UBOsMo~}U%`Gz2ks{ghJ<lhBrR!9FHw+)7g(=C<|!!3{SE=A6_cv# z{bp&t28C$t3!y_5sem)NLEt+b;5Xa=#A4vKGMEL6I}r7kM}V9Y#R@z;^1NwOZoMHs zeRy;XD$~(w&_E1mzX6TD0!Su&@eSW)=@`=+bcYAWz_OyR#y4fw?V1#-^0DXzsa+}P zJ3kaUU}sSZ0SbJTtPzKG=sQvj2@*QS=(H-gx>s>k7uyLHZedxBX!*afN|^9oea225 zw71s5prD4NXjfanfR>aohZed1Au(D%uyWIo){2229K7QI9u<z)bZ~w^lYHS(M5j$Z ze)iV|%mdZhH;CJy3|CAua^IY#P2xM9Sa=*VEZALxuO>5U<5MV#$&Dco<youQ%E^F% zwJ)W@@$$K2N>LM9$^2va;{52c(7zhe^urd-kzs(z5Z`=@_5APf$ti_oQE?U3(@8Nk zMS6#Ql4p_${Nr)4lHnIr5kY(>fmZt(y?;&zSz^26T)!RK%g?gn)hC}TZ(qO4N?{RL zpFg3|c4=uNdz)@W*AJr89H~-ANv=G&_PJU&lTM8fhgvm`1vS@NuBEG0?-hoT%oT6$ za1i5)FG>_}V-T8(RBI;(h8V5xl|PcRAY;8(C1F)=jm$PuQZ3+?TNu9^5SlR`9EceY zQvISmdS2ixZ7OOk=F~qu%as>XTVOTa|1&4#WWrqByvA^r<yEa!Q8G(V+4TVYv{nhX zUQO*`*5FaPT__4_u~go1SUg2#0>$#S$5~#nJAw)|Uydn@s{F3fYi{xtz1DO7`Cbcm zIEvi-7R_S1N;S))08aVV#O^4ZK_qG>uQiXqoHxj9G42{gLwag?qMQjjHMPQhh!?0E z|4@W(7c#DBRyHbynhn>)Bju`gllpZIqFwzCxXG7f!e(u!YqP14K1h4%l)0rNbgLst zRj8@A$4Jf&g%8)#$vf2v>EvIkPyD3DXOeHsu69qnM?x(gaqG9_o2p`9>zkR4X&xB< z9LJn^v38Z=9IWB4X^J~A{8qBKUv7FsLcyb5Z|hCo=T4H<AsN%S1gcdBOX4wSmF6%E z?{cDlJHDX_Fhka!lw;o>TyM{LR`&-srYH0aMdn2nw~jOyay8{9t&%nmBCNJ)8wjhv z;3z|OUS&!QGUoPcxcDQRk5V~*A1UWSP!Z!U&9h*XZ|?M~+0ihJ`!-VU2`@Pr+YIY1 zn)|RswInm(P-m06cxPU=wgv@`fB6x$%y5*-MRPRO_)Ft#Y&Z?>(xCQ^)?d=(<=w>} ze#f}hjOtbBB37eQejO5fXgBAxnrx_V`+e4Fwg+xx8;;bQ%M3>-T$cONcAW3$X~JsE zhDOsp9|}=52tU=Qwe&4NvUI}>pJzBH&rkT!AdDO}+w0meIr%l+4GvVc#khoJ?=gw> zmVQDZ#5t)(PqBI|Gtk;DT&bf>4XD+K2PY_d$zV91s7g*%hOo#X^P<8zId`BrYF5rL ztOi8Ld=7r$m$z-^{Aw7zF|!QZ8fZS}*Rh_nl2^ovhr+*g%5ALA&FGd&q3-Bhw=@#J ziPd?$L7MHKnN6KIPjxXB+&RAw{`N%|?w4IObn#v?VHis=f}gsu+Z%7cM(DNXcClFp zrQ+jhMw$R{%Pa2ZS-7WyzftAvC0vV)S>QZfLOB=<cf8G&&r|KJIjW^Y-YnW*tUIkr z3El|y((}EpcLy)G+b%l#1zq?vGwv*J=hM0*%HIu}b6AAv-i0^q@iW>ot#!DwY5JaS zQQyY9;_K)H9K(31owRlHHa+T1_Rj0+3J<e|8MQt7a<6u5CIjB~gFI*khvG+dQ@+I? zMiRYRn#v1s!RCo}U+S<0cYO_6)f)#}vg%sihZ4$o|1=lek=-LK{N<`}M%z+rPwXmH z=y|e92T@2|jIyfH9Nqh~CUAxZA*m61w0eF&80*K1CQmj&uvjPKQD9F`tw1<Gl3<}E z`%%=G*4Zm|O{sb4C_##98cwO`g0TIWv(7f2f{oEa>bA7!@iASpd3*3iwUnBifeFqV zp?i_JWFd~%%5%2riUoY03_wdjgG)MWe^1e~5#9W-+qSW^ke@)cOjZz(D3-3v%^FC` zEEf6)hkO3$OC)$-l4c;pK7`3Jjfy#V%~v%&!_~(&eVhCJhMJWX`@^nId1E;hf%)6u zhwkK<Br|+@69d&kS{rTIFZ`by5}Wv~O}_OPTTQE!4KWpy`|9ZaD7RVe;IrRRWDuuT zB0T%XphctQL9?bSN;MQuWXt3<E+22s?;PB+pmz95hr&H^x`=BkxJ$3_9O_q@4&SQX zEm=d1OWK3q0b=G4dXJFKe)-*nXg)RV(S`%krf|B888155_0i?rQN0DpXg9s;0~A++ zC^H{8R;U_Ul+iv>O}v3nyg4?oso|Z&#}HQw?<n@Bwf|y^IWnunEB6gWw;J7Waq%@j zB3Ejakx~k!Icu6!h0F#jQNvJvtH(f(HpY9FVk6IE`uP!L8=GEg1-2AKFTa}3KFeP0 z3BRzicLN+z-|X|lDI4rFo5F;eQY&0)phUPrap#hQlN1-L3X6N7AG@7WR;HA|r#FM| zs1U6_LdKz#)^$=rk|9ZXqvFkBHrBO@!f=(X#(@&Spj^4)hlb`}txlO7_(>~c9cL>y zScgI0jCx-AZ)Qr^Lg4kV{gRefW_$~6KiqDnme#2EAh~gUMeWOv3(o>6vgh_ettehM z{2ra8+MR#reBX&1>-Ry7j}uBeGj4IrZTHVwBD(fAvWEjz`EbVI77@O;XTf%^x&I{J zmGk@t#exdW;*KolpFojQEv}?&WJQDT7nQ6t{@dobn6fpdk=n=+NSD<FzY6(BaS|0} ztDs_y-f8Y~U#Z8(terOy?Fsx-TZRLc0dc%E_iBecsbz&hMJB4SmIamBR2w7e9X^{n z27E__#&dAmhIb07LTX!;hw5U&YpfjiYKZAF?8U`Kd7yq(zP?<Hjfdp1O**E~Raj~t zEIU9>Xj(Sl4n6-pNX)eDAiqJRHZ4CCo9d~@gqqNLC=DpEs3MVUnj6f+sZsgW_FPtK zYAYyDH0N7EXGNo1^^UJ}()C~#+DywteI+w*I>Sn-FbUfiV`|t;U8|0HV7M7&m>;)M z({F5_8%Hoh;tXD0dhP)&HQ)1~>i;-8>wqY_E{r3Hh)4+1^-4E_bPGs#*DhVsOLvJ# zOAAPMcPzEi-5}j8-3?28<M$uS%<jzGxij~k=lPv;Ynr6*q(j%3H6ioPNA>Li4T=Cq ztsp(tG5RPg7^Yw6@=FklG~mO7-I5|cyL>8z(RH0`<*d`{3as>~XjwYF7Ur75Ye$M0 z>7l3*os?fAm5@Uaa`J>@md$8+s5FhVb+U4CA?tn1?kCz4s|=m4{N3sr@8#bh-%=-k zT-S2pMLxOG|FRK7ThNbg{MQf4bt9ATm=T}uL}?Wa4qW0~QLgStsvIM}*5tMcltGCk zv5&aKrvGu}G=<>44ebNI&{4w^{JBvfz3t1yx6zfk7twUeXT@;Q)w&5>CDOp39}`7J zj64zwY#a1nVz{>NqOf0_CsX8+V2mfw1+Txm?!mq|-!BwAtubGv6zsHe5x4%uYF$Gw z(4n!<<qthYYa&mLp;4~o^+LiV$4h2FW1J@xRVZi}G%>eNGdKcsrtl3|xxk!1{hgaE zpoLlMDs&g>6tmQ5q?m60Xs?ekoshT;d6gJ?QegX$h~fnecEpXqAZpOS7RPrg?{N+T z#9V@6?<U&7thT3y*IFlr7c$D*Z_=;#V-*wY8?LLZx%m_Lq_Q)10&|wUm9t{nt9W-G zJsxn1#dv3HlMN6}qJH0wRYaW(2f0Up$pu|}-(JPF6YVB=!CT1fM}-mP_fyqX+yWSf zbb&bs4n+^WkAV(QJ(nzkB9D1oUSRwnwZc*^exTb)%VtOp3<?B$1wCHALIdTdvsiPc z2#rF_qc3cZm70H26wq^t$zZn>$S-DXQFr^G`<;+RL+tTX&MmSYi!#<0Gw(R0lKn=w zOZs~;g_LBlFVYPCza_W3p!}KNHV<Yid;s|j%~P7%-pztsffD|Fp2(TooAL7g`vTx{ zptL@g6TN?M)J<6rssehbI{n_8%QHd@N_TkTY5pDtCMPb1!|G25cAEci4r3@S{2yNX z^W4A;JikQo`DTB>qA6&~5I$L`2!Y3yTHcNy-PCI7f2Dl=JhpM-%;5C9k^<rOc0^j) zG2qMWv>H+PAzaKP)le&72vPsv>eaCF#}tGwFtKT-rVL!O+UG*sQ1>x-Dmb_R^3r1a zMeZfKgjklHl9~VYz+gFV)S%dYzRd|)HcK$1o&)bJmj^3tBP-vuiq|WkD=gl}3qEGB zNG_Xh;qRmNAzqjOVG^2P2R#4zXLH6BNdknLNJLSGg`!*vIx)>!!93>i!2_nRjSJ_Y zd&3i_B3=@~l2I?e(9>3jT)3`-(29DIqoepgGmVeb58q+g%slz|KQJtJ_*Fc|^Foow zQG6Z;D9t%Fb|&v5(rD(tB6@Ss_OLK<CUX-O-t`OKkegOZB&6|ISS;nrw4k6|z67>j z*6JOQrQ68GOAKsIkC3pJKe_htAa$*CGzYa^hI}`O@Yb1Y{WF?%dvf!H@!v;tyudZ7 zYh>yP--r0e=eVEmEdFcl!+-PH#EHR)3`Vi0F7LnHY<Yx!IfX}(C;0Kt*K%ipBC(GI zf|AOPKUbI3mU4H8V?nL|tt(%!TKfGyOI)=I&UbMCDYpj9SzZWtud+O<B8V3kQR_dp zWq*Dp?){5-Y<vKW{t~efN*qD4!M^S9pijwb!EHgahlyDu>X(oPjUY$7cBFBQ13I{W z#TuN@?_Qi*flk?x`$Da6$W3vVOxEu3Y`OnWpO{C2@C3>dqk$8#cT`xnDjn|B!yvB$ z<OzgWFoo66Nd%mD+#5RQ-6spd&ZWscUyv!bzX;HW4*6^yv%jcAINBe@8yGylUFAHh zBvM-&X(u6xQG)OzS`T&*rqUU^7jApCncuX#huDO9j!eF{VHJyVZrrDIo6vA7EoEv* z{p@}~e>;*TICpYZX55?}+)Dbz$4Ol3n{obm@?qE!eV#NK&d|{<)Ag9hyKZ_Pm(W)W zq-~1sasikLOXNgZyj)GiGJli|ut2xJ<;<7aT5Ww|%(Bvo*rS!3Vv;}jbo<D91)&t> zNP9`3+}0zBfI8$qz1}y@X*WZIS`Fc!^>BQnl)!MaML|}aYyD1Tx`_0<@w!@+ORh7M zDu*GvJo^(aF@3>LjQ`5|UhjSu|L)!KA}~vE9B4L;4*79%GBHAd&#Z?FuUvB4`6S-C z*8e^>5)~PdR*SXB%jVeCkkP!J_>qm?!kHz=o?c<ZF8hTvpy*vs<(=%EH?Oe60h#Wf zr#a*M&aQv27K(2;l5cN3U;aR-U50*7u)}SCFaEldqBX9aD|g~iPWtQQs(DOXj^j5; zPLk!m_FI~IopF2yey7uydQ6JiD!wfXlq7WP@~UB|yn(un9`mcbH<ACTF*<<Pjqk<x zt7GnQcg5+;`hKsv=#}E!{CjIKUY!_uy#MghcRh-K0W6aR_+(-?(XZo15-#1d(W8pq zIoqN9e47`mcAn<`6dZg*%VA!7#Mhh%8_pbl#0n?`5xt4QJ?kmz6R)_?A>I3;?8@vZ zo2QP?RdSeXh>?Tg;5|b~@_~F;b^rXwJ8D}=;@2mt3%>$SDLTCpvW_cuI@=ju2+MR6 zY7gRbZ@j$1`9Qs~K(`fvqp>>;@;Vx5I5|#uJ9nbj|GEW;^iA4d=Dw>RJ;cD~Z(W*| zjL`PC>aIQ!v_lgU7>~dSQW^VkfcQnJ@bg%(s@SBs#dr3b)O50=wdo1ty?9ro6n%oP zt>*Ma4aYS+K<~MLT<rYEarTZ6C?OT~3DIWQn_!_2lih(qCw-rMp8Qcf4ix+e(G5wU zUG`H?{9FCC^aAUH(p2-5qH;^gT8pI<#*$1uGA^x;jf)r`UK?>WX9`b*u};`6E@BGo z0qcGe>XRFj*2o|7%b|J+9_I75E8n-g6Q|zb06Q6`KCLkzFNY-mcYFYp?elbgPR>G4 zKbqJ}9hbeGR45$f#39jKn8+AMdLi5&V6r+bfEN-)6y-4oJdJjB*uu+EW7PNKm1x#_ zn0_}MXpNFY!M>hzbtDg!p|E4(@@qNSdO}ng&qF7-J?EHjv>9`=JAy}2z@xWkaUFMH zNkWqRiQV{vHPat2?UD$yucd=Bq=9R0$0ThXe()oO>{#>i=5F6)&MQ{1J7o3;i4$#Q zjjl<<WdIQMZYHtO;TY)nQ@|*?Gb`)Pg48fVSf7!F_Jzlyf)E}r4937_Tml6wkIM;) z6z}aJ#*h5i(2QKcxmh;z<=EtzHSiM&;cRB1tIgjqwn|vH<iihK%E1Hz_jB#0R8L~f zuxnDNyn=gr{uU$+^SWRi2#X144IPiD|0E9cE4hivs|JqH;s8fk(|QVzo9)^l|69Ub zHoJV54b)^A`MsHeVs_ALQ{a-Umis3hxl9{*)|n8x8L-llk7PIm-jYwHrNCc4ixz{> zUU0^Q-z2o!Z?UObC+TViklI)QKT9*KqrUM5Gz40UATb=Z-D_uN2N4+zwu(V@)i!+Q zH#N-)b}6iLF@iBtb~wuENSbXfx71uS)N1?VkPjp!cJ#J|KpkMXkO;#{o-ub*hAS-a zZ^-B!H!0;Hxw_;>{bpsT>RKw5Nl6cLQD}lGObwK$Gv-WPI1Urv*|>L3NJGtkYSV90 zS}t)GoW0{|={Y#RmoJmnN+dmio}<W7_)d>ERb7)ck0+=GuvhxUv6J0G;HfyT?YAql zZ1%Zw4XC^1%md|92!*!pxe_f@=le`P^{JU_SyzfV7CI(Ao&HoyCQRekDvbaxR>cw5 zU?_tge>cY@$zTyqN}R-0YcSBdyYOlavW@zR+B?zXdyiBGbTYDV%0C$_*qo%kI3ajf z3UryW;&7|iQKc!#x+TL*uG>cs_>il&A&H1LzuBW~&R}NTI_moc%qh;Tu4|xSh8()j zj@$^`3pjDULF0KcBhR@~b=GK};B8D&8Kd2B@CN4KNF45%3ZXzU=e3{mOkWywNF$Xt zA8R~hwC8FJXI!G`s8qrF{CwZ=BI(H;Qt8+gJnMX07ob*=GAYb7!s!mG;r>(YJD+T= zqln7h;dA#PU#deQ^EF#JOpIxKSxNR#vKEe*9uc?+=biJ^U5b<6l-o8Bk7^ZvUf^qo zTc{FymSsCRJ$}*{&gm3>Q(FHeJW2={Yum5>V4uP)MY`1l-^@o3KG#h62N`0YW;w=x zhgS?GmpB7wX<uT?NuvGNFz0I$4}@1xB|Fv_%GsAVTxb9|&&ji*vg&WXvi&N<9RMQg zo<ZtYoytndrBvrg_GV)jE+>S-)jLO%fayL_@#)Z2CXLr5&9w!`t?5|JJZU8h^T)hP zc?OkEIh(remO&<Utl5DLAQ6&(d>U<iNm4qK&-&lYB0Nq8xN%rgQOEl@Q{R*-VpWmD z<Y^+{{O3_D4iEk2?WZXEyjZJeAksbA2vHomo2b1bmIjrIjO?|3c*FWch*Ep3xu?9| zrV=!X`QkkZG5nRPvj=>iSVPq!L@G&~y40nvZmVXBb(vSHbmogziM$;BH@3H0B^YKl zHiL^R;?&CRv96C~zdg$=g*@>oLkWWngby?rAv>C133N(XnHR0ZZEhw?y_Ub)d16$I zTi|wzT$X7O4sdglFQQvM>o$HZn@LL4A${E<ZrIRXV5@CU&=@H}56x5mT(ZQ#>_n4V zBU{j3LWU*}2y(<|lv3$Zzst*+GA)hOtjvmk<+C~i5oz-@OO0BJwm^cSH6UI6XDiu2 z_PXJshFPb=lP^Iri5Vjg8Dv*15XCH06Xi<FlOv2}BLsPa^{Zw+7O0)j)X=``h4ZRk z$Nd!h6^=Mca&U}fjTT5tK#zr`##Nuq)i{xEXa>p}4b1d~^!2G%`vtrzLe6UOPf2Vo zRZCON3Z1HsX2?+1h3&xPtK2W|r2ai}aW;$0nWb%$<7B=?kkrM*ZJ^Bt&nCZ(es!%* zms{Q|qkXxxe^91DkZ3f{`q*;t7STdoDd&-2(Ab9i`uvJTJ`vh5dT2%nXgTLsk@Tap zZ6}|g_n<MRBk_N4>4v4hFg0=7{T+7LBTb@JsaW*U_}J_xIq1IDNbP=O!gUMC+JYwo zYD#8Xb!lq{6)qrm4M+f*a9;~F-<PUs+}1FudW{KA5*Cdr!!@<;qH8f6PMxG#?O&S; z(s@H4-c6;hZykK*{@0nVHoxUtR5wB4lw11zf^)JKCF4;i%MRn!5&c%cnLK(JmeE7$ zGH+1|zV<vTOHI9|R%B6VRJBfJMIHMqp3T7eCEKK`g&kCo6&L>X*S3a3NyG`f1?!P7 z`ELfjx}hsoAGX7#b9~#r&?=pLqHezPLZ?Z!fV{tlQE1zO!QqRSAyQJhho7kixV08{ zP#Z<waGhTb<GFsv7rIocsMZg=y@+;uahXYUB+vy8eLvatp5!i_|8CNaOwt#fN@^PA z7L3c2L-Pnas+sK&kFpenq$vA8zOqns&x)yfr%3^!B``LO{P`|_vdkqx9!b^kcLGeG znAk!#-X$yT2e5-tZaa~+Kd=Akm9*zX2ZkK$``hS~dp_9x&<WKiqflr6t^t3g=G(&e z??a2&=o2Rs3Yd+`WaBmdeVe|tsOCL~3C-j3;2EcRd;%=3!mdeqkpo!t30M);gd(lx z^Wf^2X+mv^V_@D39L?TQah}Gcd-u(?T^Hw~+<;hWf+2a0-5}kb7%!+pWP1=B<VpKr zt+uFk&`>EcrHeQ3Mfs`6`zY$_`Yap~Cz<X-tJx9w;~g;U_C0p8&Q?beahSAs6Mz@t zlfT`In8zb}w?{IAJE)Gf!mHlV9m_NIVOWdSTF)fLqVvpoHb%+PkC6K&;BviS^yht1 zUgnZ_&m{^(zVH_yJb~hXNBg22^tbEO<hxgn;=42`%Nl8LR;76*q-kU7k_1rJyR#md z`$mE0#*4`+_)UosDYvZ;M_%`SoksqVjN)BOVv`jK32+@gsg%WQwBMqFuX<w)b^uAr zW@~y|9C^0AQSzxTqv3hjToL2NJHyB(_B}5ZLMs<kGN?eq+<%$d^y~7~VEv<_A=j77 z9U^K^$E>Cc=%)gECv;|#{j;@;88(C;#&IO0_!#{O6-(!x8tf1sWbayJZ(DTSimz#L zTu|?S5UIjH%yv>8=E*gWP|sa6nRHu~khM<I*mldHdNJ_45xjqm`vG;&h}}4IAzE+p zQbA%Ne>SNZ*>^bcxMhE}i9KHd70sJMJ<y(1RPGHAj#}e!Xpq-Wv#f}ncH=?(9r>)Y zqyc|PNo_;3J1$XG)6%2TZsdnA2fhhBbaHb)s8Et7!6A`2vi^-~&p|Z!yPuuKPDb1& z!pqP1cJm&DuX_S!=E20sJC6gN`wwPW7!pKWWfs!DCVb<sTx%Qha{vu7C=WI?1<rq1 zzOBom@>^|)b@DG+rsNgg!3!iu6dVbtOHi+$oV)zYKv*(w`5%5%e*8<jlEXxCkt^{H z)=R!xVP4rOHT<cZeIw!>H|~29D66lnFRX)kAN`ub?Q#k55uRqdR;$>3L!#@gIEhxe zv}1hH_QbHiZ}&l}bIWh~#~+S9O;~tlCH`XkLF^Q_I7%THAuJR3WWUkQ_V=s(yW^k) z*y=nUbdf0R%b@ImuUf)e7j?Fl%rG#<_!H><umCh%MK9g*%eYcPAWoo1Dk?EuhrUnE zGDU%09hLmu4K4B87)L(OoW~ZU?9oM$({qC1)V)h$EZTx2eQLsR5~uH7-YIhFZi(_# zd`W)czGo70LdjJW=KpbZ=Ai`bOG(Gk&yz03B>reTBh<sH8WxK@H2S?DBibb~_509E zYv4d~_EV%}Zy3pd-MK?Q#l&W$)V1@RL`B!Y=G*T#IFrjxVm?%VR^~n{xe3?8Z-6IO zDK9fyRH&@G|Kqn9-!p15`E<=e?nHqR6%Xvsiczx84E!VW$GnW`7KJUVV%k;GVXL{> z|NdEhsV)bOA26jsv2NxeK0i9Zc^RtSM-Kj*<d)WVpmI*M7r?5$<5?HzA5);@)Ox^} zAAhC-NzD^goLrT_V5iZsI&HxIO|4VKJEmyu#O0Y94;nk>)2Wl8;)@edT*}N79N)PY z!iX=v+#~m0QUU_+*QBc7J56nSIOcaP)#VD*m4RQiHmAJlp+hG&#-fdeHgK57<AKH; zg&ylTIc-_I0sz^9#SO6gHuq}DlrmHX6R|Gi-nwv5IHQpz>yXKd_PFeq#mzdJMFMZA zpdmS$zDZ?{M1f#NUP=SrcAB7$Q-*hj32myHl&sM-%7EzCJ`h%uo*Xqag?CtZI@X?& z`8+p!aY2dj61g2ReDep*|4x1phT*pw<H+Uub@4N#)P5i9dJ6v#t}^LMp})zU!dJ1> z-RC2FFF~zPIM%!m!5b*9;C1}S5%t}>#LWFq(t(jr^CrS7CfRO`4p*9dI5m9}wX@ge zEv6%1eZAW9UlF<Jg3*t$zr-0Dcs>gcJDLqI_R=U-iTb@%>=>edI1E#Aq=7EeIUJat zb0JLQ<sL|31V%!BDvVSAT$`MOD7i;(uB-Rx{^7>~BrV5|`~NN(y5_NPa+KYT4n(78 z864WbD-Vql2HG6V1zh#4rGe&6moEW_fU5XXg}TtOy<Pb{Q-81z8hKP6T(Gbds9W;I z2_5it^4vH}SVl|HzrM?f{C49xS6Zv!xqA+%X78wbtuDpTz;y_|bgyvJy+RPVF$oD8 z?v$htM=w4qGmApBtMEv5onFO6zX%{XJZ7tELs{00&iSVH3aj2<G|>xu7Q;SY;w6JW zQa%f;JfBr=&icdCksj_VTWcR%N>?xG=;G;br)MeGcSNsU7Z3Xc@9tuJ$tiEUPG~MG z{UTAqtiJ%aFh6tKYQJu>o&FJ&hrArwg9RPUWn{&oSBB8I%JG9`{Rx3r@AeS(-H70G zHTl_eGXr29Zv^xDCza@KtDMg@)Hh$H__6jId0<cNS^kW+Tei1hUGuotrQ4X=4Zn@4 zgT(+24;n5oOAgp_+-JP*iNWD8vF#H?@%F|1CI#qNOt-C&1xnG92Op|qkug9EZ^<hF zS<W5&+~2+)46?n0+H>RlaGUd{pCsGSDrnzWkor%jn2k!3J`q-&ev$PZPOF_RPA%QV z?K*`OQkkM@u0b@%=#+2qIgDQAQ>n%<=bcnT?nDhO-uqNfnz-*Xw$E-YhnR(t9s?2; zkXo4;7WG<zO>`tK^K=tx<xz<WlTXq!Wh(VcT}!}#-5#4=@u&X<X<?c148C>kwQ<cf z3xhe@=j9Sp*$BBQa{0c_Jd-5A8*93L_n*39p*1%nk4E+$!9hJf;Nr=F=ND2h(8^Kn zuRZH{cT>l8%7#79Yx2I-@9|t;uWpm-a$dPMIQa24GV;9PVgJ&MJh#_e0)6G(o}XX_ zVlrsRfEuJ*R&$mfnvRA!YP3lpxz-kxvAq82Dt@V{8vh^gbKcRx*4(jblb1SE+@*tY z@(C&tkf^J^ZSz8lMTpy$=9sbUP(4%XV{&TL46t%ZE8U@1LETT8VMzrioaoO?A#_|z zFMeBB-dx|G+)8%Hxn=+(TcOv={{EV0-|1`?dX#wX_|s7OZ?2lFxA?VrLSmZ3xJh*k zM@6_Tx_+OtRsYi-<7>Q5?`vOTQRlTW`})TA^Gln0TJJ{&tlvp>Re5kb(_t#Og{)`Q zCv(870w%Njtv2bs@>O8ai@<Z=x}&ne$>T{IMd*Dh1Z!|asDNv6hEgy#y`fcd#5P~u zy#WKW)c8UzPgFK9J>1aU!E{IyVjG!uWItaTnVZ{ol&FsnCt%ek?C0iWYbApY*Vt9= zfAy}{NWW3IDEUR3rae-={HhX=SR8gA5rW%lcmjUH{e;;5+-r7~NleaiWC~SBMG0{Q z@B)nV$4XsiGSTDa;{5oM>VQeM+m?GAD~&~?hiW^c2dDEcMj5(+l2e^`EZW=sEu%4t z+_n3E(3|E(0>vx=)#UqLJz@P3;#v1LI66~bM`M_Z@UMu(@)dcFzvThMc}mC~Je4|5 z?hW^Qr{Q|2`FB&H4y-RpC}1e~1lsMKQ@i~_C;*7S+EKn~%rV;X%=kC1R%5wdF%9yW z-ZXh0CWe_OmyH>8cM-7Lh=*Q>hgZq$hTG&P9%!%|Z`kY;3(2ycQ-M|~2S5KnzB~`# z2Cx4G@5MT{KM~A-)9q^P>2S<rn^>^3V8ZJ3*d3OJ?SI>a<g>}^M|}c#Z5)wf<+dvL zDx80Mt_VMJNf2NEF0ZUrNr879%G1>92k!8qjIY}Hea}$I<UE9q_j73b^~0}{L5p*c zHW@MOZ062cRz^>i){&7V!0tSN%3p>63us9Qw3bvOW!_$^YnYPG7#-u=J2{QCT{cQW zjF0%GsJs)1zHrxewmo3ds?h(5S~3S-?+K>t-+J3RUD+yxm9tdrq<QT6zBj?n3nO{G z6N|Z<KQ^Vodf~3vNIQo^WC|4O1x5Rv|0FG5XQpxQfg$G14KYAz%9R01YH$)lliIR` zeyxmxjN65R`{4^j#EY}pA6$-mGj@`GsYcK4cV3kBt*pPnS&2KCyq8}Z1ZfVsRyxM# z4+?3yEo-uYc9$?k`yf?iMC?tmZQWm8!*Y-##0g(DLbMrpoQo!DPVg%P0Z>}8mCeN- zUa6wR$NYkTDW-q=Z&SKEn$v7ZN66I<1NR#_C=d?<(O*Jwv)kur=3Q~^g03x+gMY!W z*Z`}F0gOUr;{px@h+4@BVgtxg%qht~h|tXi@}r2G{>aTN6Vp{U88&^%*VQ~P`DG5o z?t?d45}ObAmP8fNjOu>>a3alQsD4w$PkD&2cWj~8>LAd=Syc_=lvy907CBPRZ%(hX zD{ZC0pwZU6Emz}5&r~dr27OBT5#$Rv+R}ibGaNOJ6dLg@vI^3gTGNp`DQwSpSt$vj z_RdIvVSM<;tOZ#v;Z$$lv^KRjW1qx3l)y_pxR3kOwZRH}X0jW;T0#Z51G!dcsxBPR z@(`QH?_ygn7bfAu7jiBCG$Hzy)f|^yQs8DiG1c}UzP9{q>4$hmpBErwE^_1n<cgqw z2p~YI9j8o^YcXNSrP(h28ZtWogd|?)<bUEqx^eS3G_gein$qLO=dxX|<Jk=eEs>oc za?#WEq0C%mC2AFkC3c3bZzg~nxea)yFy2diz;V3Wn#`;+NbkcDDVVYZG+04d)MiFr z`3lBazP9GXmPlm`COd_K_CYyURp<#)2Ox1Jm14*VH)^EkF0p)kzcOTS7idFCzab4x z6)xOLEN?t4@-}7;+p;*03x=20XwxPQIRh*QqsM&1Smj+}>!AsQ^U|oH(=y7h$t}Px zDyU2N6@@u(RPpc=<6sOrNQ?7ZAMqalQ(;}Md2PSXoyg65)JB@PMX0mT)J=Y*)Xl{h z_A_aQ;hntw4jXWB)Wzz*kNuoUD>h{(6$X4o|KS@eJ{x08`Jj8BY?v$i#M;__|0?Z_ z(u<s-TUa)F)kO4^^VUyIP5CU(`YtD}`rf$v^8!_PVB@hj%1>L$=L5=qai!WvC2S`i zeS)`pnNQY!8}xn~1Fmbe0VLr}=0*-B5dbSv)t^oSbYH;r-?<Ai^z|E}Uu{4ScnUdr z0*XH0V~`J{p}njh>7Y}zN+9vvr+7!lUAwTdTNhZ;cvjP>S^nJ6VC~EH=fz0U=*_id zqE&#h4<aQ>6qg6<`#uu#brh&NR+~glarb@tYfc_v=T8Av7zTO`TM$ohX^d;>;3vxV zVM0G6W}a?~;jDT}<aUdL3q2vdRT(SohWTjSiLbLCZS1m~Dyso0<ml|AyL6hxE4o-r zrLm+bMm*whEc3D7eC0Z@d~|x`;B@^)cj;kNJ!3NwvCid_ug6KcD9xHINtF+0oNaUG z^|(}?vCbz*nnZ{0g-wr?a4Jeu346-^zLAg{^V3SBEvzK<U!)2oU)TN`Gdt>ryzs85 z{1TfNEG|PsFc~HX(JvJjo03S@(U~q|5*aD9MN{HR&xv^*k*Z5;+kK{2+3@5fT7~}7 zZ{%bE?eKMes;1qLX7v5tg@dRp|Gu;w>CYyWF||{;F!lHFC}g$fo9g_uKYwTYrj*rr zOP2->dvQdf3p3}D4a!Qsp{sD0PM4<&6R<VQzSeK_YPV5iD$S{HYB&nYi6Mw<)|8fL zYX5>9bx-FzAC~;slFnmMcodwT3Zd7P>FaG0#OBUsq&9QktEX>#<HTBX1O6&ZA5!jb zqooPGPJ>VfRp(<2O(6N7k-McPS)CZOjJdy_Q|&e{%&7I(cHe?9U;j6+7uM>`5u4Nl zX^%IOo$xE5+rnzwlv_MZctbj|Xg}5d<GuJtGGa>>HzLr>*TlxxlGwO5o9-n$u_Gr9 zXc<ZSoi#lmIoYlf&kgIDauNsfTeOGm<>%M7u0Ow80Xj}}!Pu$xg@4tT{i7b!0L56% zH}lnQWnBbztBd<@9#MJRK+KZ{)`UXWF%1SQHY<M78sG<6nmeh#)!HNsIVlGgGkAh_ z7bKVb9_AmYgXp-By<SUr+eObbtDLxMFy6LYLS;J_qISL1X!2&$o=GOWS1u^n44SHF zIc-0+opxdfAr5PYhlfA%S?z#<G1ULlfZ5~>F%KtaCt~&4uYJF?{Y}8?UHa;};bW<P zPgf{5r9K-%>h8o$h9b=mem}-pTdZ+42D_SV^s%>kMbcc@fxi2h$|C(2-b!0v+=F%f zz+&(#Y;Jlp@Qo@?Okb%nw@~h{w<D)Zj<2q8Fk=SAzguKQ(09obHd7~SQ`&vJDaenm zIJXuV)2Ird0I1C$dWvzQkVTOvaVw2WB>BO*9)ijONPG@DCXB$t7OJsH`|ZChRAJA% zD<m~Nxt(%07oXHjvD!lcEF^qtu~)KlWz4<uDigsOn{emf_)Ji}O?+D|8NU0hcms23 zw!{m-9ZXB_NZ)npJ*f7yesMT$=w28{_wuRlmvrW~^Y66d)&+>}{z%^He3dW(dyL2e z#9D5d2Ir-V1JoxKSm_eJp4~GfpLxqI`ua?#we{Z0>J{?Hr$p|e&?0ZLI$#$NkxW^G ztv;5BIL<h7!0DE`)vMHTVQl@F!Xe*XasME<&;D;g$K^ZVlqhS4tCP(ke6bMs2Kh=> zZu2hL+9L(l7L`xTgSpLZ+Eoc|+4=sIp~-M#LY}Sr!#WP-X*Qu(m0C2~^nT^lHJRF) zTH!vl5YIE9yudd?_W!aLn<}oswMqw_ngTV8KHqGfd8RfOP!+A@mZ#%}<evcnth4L7 ze(S3ax5Dh#$Oh23(4n|ITP63z!lw7Y72gh#elkK}L3J^V>C`5WKI42P0TVu-YrblT zX<j?8%{a5l+D0*YP>GNJVfQ`<TZqHY2AKYgEmnUUGa0VJ_B#!3-6TJ;671Bw1nRB- za1j`ZrIx<E%Y61^q1R)KANVLJICQqzw`dnbDLOhl{1*CKu)XVF2PG}-y7Lkq*I6R} zLu`8rQGDTnP5KVYQ*kGoZo%+RQYMDDw=K9?S`cKF@hayEdh;ohj9t+x#ue$EmE1@8 z$e3DrJ^@c8oeM;~Df+q0{^!M?SnH_A&C7SwzqrfCxYx15G3)yN9QaOnMAmQmWXy8G z1%@%mKX6@nSg&lNUia=g{hi(H*TiYwY4$hYy!zG)w#tB@qdhEnAMM7lCeI>1P{?Nr z9eX2)E_Ng1Z@f!IzaN?m!H$nwuO#&=`g8=F`{qO&MqNZ2bAbW|hI6qPQGM|T=+VjB zyAVz0@{u9$R@=p_pBUc5LOa!unaxqGtD6JxFD=nkF#XAp3Kxa?9e~Obiq7zkYo&Mw zT};AReJ}XD!~2eMlNJAxAu6`7Zkx%L(v_0x7Uqh<Cuw$-6w1$DfC#_s+dFsZiQzw3 zdB?#e`a-y>XJErRUSD9!`LNA3-Xqf2?jU95!t~;!P)@U}vB!bonFj((ad)Lzb1vz# zcjV2x!>jt`=msjhHnvJIrtq<+WwM)fGML|2E66%=$lMRn=%0q|yDOpZ_uRIMXlp(3 zJ)urly4Z+dKj${Q;I>NbZCQOhb_+M>OtEcr@HJ$3FGGV%o_Pfn!VCRZMC&Ni5F4u+ zaaT@+wECR9I{5^a*xXxbtYP>2x!QVRn8543DthGr#NV*NAe7c$zsI_geSbMT_G`zJ zN9JZbak&OfEsvd(Ha_E(X#Di|ycB-u7?y^n!&a)(#Wpo=J^`Z2xlN<r=XsdF(^lVI zTPWqW@fo;p3^gb?jN0e(GvUP$ub<Mufj8FkYkwg`%Mx=Fd<p}g!OpI;**CTA9|UPD zPxx*ne7x@1p*2qs=`xf+BTmmqcH%oGzxDkXCeOzy3DFMvZPC%F!~AP9+8vBjbIR>S zk@FcdG*du#yA5x9{`Kr~w93GT-tM_!c-lEg4^8FY5m*ggS8aEDSiHSse%9-dJypb8 z9SNx?gf>0pFjuy(A+7qIF1OxnU^8~)!;aQ&oIZJnjj=q3FppmY>Qp7^vy$KSWK5lZ zqc7P@5+I6tb_C|`$yy@we%se>fN=5bavth&(nG11S8eSxGsnxJ@6~_7{M>i->f^Ee zxv;d~@67hoV436{Yb&3-75{EI^H^n8-%eK+Dyal_%E#y1Jq*z`0j$(<&)MDCiK>!^ zy~Af0c;aQ@on^dehd28p^OxqtQNiyplAjL~htG~jro+iwhGciV50@d7DhbK6w}>vo zK*O7hvryO(llJtFvqyE&9$3pQN=2+*^SI~YTFZDyN9O1w`z)!2#O-bM=E){u#nXXX zez6jy&2+2uMF-``Q?w1GtMO^q)XC-!+cU6MyMmaaRV(!QB>uGU?snLr<s7h?Vw7Mp z!13t~sy$t@FBDD|cd@Wey|MkKTmkn`)a$|WE=K#AHAHG>h$OIgs?EWeuO{@_=^3`3 zB*KjIa9W+Y4l{TruDKfh@1BID(0ir->Gs7_-=m>=Yh%!f=sno);JEUmzSr8|!F+q8 z69a#bf7{gso6n(}DBol4!>s=E3cj+m#HQ6fm-1C>2=>y0t~MCC16$$w?K4ae)-MkI z<QFIQ56rgoUg`F4xxgqooDog)!KQ>FUL@fYxtmU)w_ELkd{ic+15Pp?oSq=-Hz233 zmn7=NQvl?h{?Ivd!{FHlP|ewbyI@zhWU&5y_tMFE3S89HR}=uHZkx|e)-Bl{KiVJ2 zOKg_*!9r3t$iW78Hrilx!*B=D%ixD4IOX0g|J?l+d6(gcmtEqH*3+aWFM!RhdT$9w zN9{cbDOx=QPdFg0nPQ6`F4zN@<;m}d&;Pnu(>|T|>Y4Cx!tp6@g#Tg5P_WmJlT0sm zQRg!RXbQodebFOfD4QL-sXmmcvI|M4<i9?-yV3R=uD=cW-rFJt3k0+>yo={WO}5PK z9kjyLJ_Ori)+D$M;MdWuUOagmyMy4I-#V}rpUF;O_gxjLe}PV?zAA`xo7N+$MnG}b zo+~QRnF)Dp{qhe6h!K8Zy}6Ux3@upgV+Z-iFoTQfTr&3W!~y>0VI>%w@i1}i-!^~f zle!Xsf&$CMz`}yVtVLXQM4Jc8G14hhpZLY4ejUtTJgjuBW?B3l50O&mkwx>myFWWA z;N|KELUO;yYXr#C+UjAv`sOS!?Zk8jbx7SvyCzdEb1V18Pt}v|ekb&q9Couts9WsT zD}`r8rjW7ixUcxIo&H?3btN47ENb3!r7ib-_1D`|qgi_ABGCvS_ExJ-yff$iPm8$) zo@A2wY6*0S+)u>dVugC{2(CimH}uN(37Y=*dxdxFluyPYz(9Eh2o^1v?U_UH-Q#0> ze{7tHo~I<5=f&*18o?j=Aw2*dg8THo`6F5D@ABzpcD>SyDlL8cXFoxtwvZl(YwXNI z9E!>O-5-{5ol>@oqD!Pk%$)8G<1@D4*tRqz4tKc%^z@m1PUac7k}VlHE`N}!bcU9; zsesKzt5jYesnUJpgA5Rq0#P=Z(90W%D<B_2y2rbM^i`Nyfk#Zpxdhkc_4h)2&xP~a z{Z1gz3xE$k5SZ#k-Tj;4&-D5LzCOTVY6V4+b{ds8v<A<*={b88pGLbFSLuN)27+gS z{@63P^h#==VJw7t)^_j3r~DRu9zQkvw%3LXV^!_t;!D>~;~~9YT?by(t#V;4E}9=4 zlxb@x)Yyod)_;vjW_mBO+FzrkKfe($_ayY;&=qC?QV~FvAE5$rgW#`-jLMrOE7}`S z5IuebM<Nw7NePU)GA#f*&eDjO3)2Q%=KAI>U1OK}1~Y9twae-`mMS%nN&!piq*;A) zWJPh++as5N#Qk#u={dJMRu+oHW4yoA`XWp1?F#c|<qaGAuTccmjPh%C!{PxZ{p$Yz zJ3<w#1+WN4+Ut`9W0emR2qWtEOE#*k8+9v&@m#{Axj?<c72w8y-}P=yV!EJtL`TC} zv3sBe#8UzxTL2d!-+1EtehRIi#E9q_WI5oz**72{U`|8@oYBSRCCpr_>W3e$`JgJD zic#+cX3VIoh4ZB9lW+0y4raRLtju=6eCO}iAt9!f#h{j2UAM3vg*`TBcqj#rlx4-G z<1F#DyUeG2LH)}mH{Ti^PsxG?aZ-n`i>nw7^F$$|!`z%(!X=VHS>yfHKwIpen|vD6 zbNzBB)UvS8nX*t)vs_lotGY)AvH}DY`c)l=${i($=ExfWouD1fPiTlLPUFs3<jEh< zbCuOa)uKva78MJc?ByyGu$iG%_O90gLDb|0VT(qluyWvjIHDwR>6WtEcQQK{Hlqzo zL;zjy8s0YK)(0tZba4M>2c80UD4y#<)w?dilchPR*VLBQiI|0$XB4qlyd3Av{|BB- z?1})gKfr>+C+{%;h~%wwFYv(*jn=jS!~S3PmR&JttNOFtKh0?N`+{Z8D2+}fYkYaB z-LRhP3O~EY@35~!%G1ORTA<EHAKJv82!Jh%|3)~y4`7}D9#y}iS-&WU`vQmaGUQ@w zQsc^Ejqvq#V<3L|)9#BvYI0mhrlzK@P&Ka9211t90z?OE7FyW7$*&qHW28F@!Q7K9 z01^VO)xMH>^H-KXnf`q#tgR;Pe5%w1LO${=fY;$SQd!ndG#-q_9#8P`%%YeES3Xq| z6OmG)sJui-zaPQOtD95@2W-Lfs3p2jR8}2EZ~ohs$GPfBOruxl2_tcO@cL7aIroc9 zgf*ah;e`|vy!SI-7V3{X+%h`>1})PUPaA?tjsDTMIg*jTAe&zY>E2OG4JWHe@k{!s z=13{*G1TPAP7_ie%Qxhr3aZZiXyD*o`kPG4`k?nSfMDrWUUTdwJCei=-j$uJmIGzz zU!h)KSv~5xVvr0r-c{+UD<f-5%v0VZ2hn(tWK=nRV1uZ#9D+QY8&3`_vQE8yG5#4B zxJ>-omuj}iG5AN8^JuK=rwc@(=`=rXH-1e@$^`Cp%D?tLDt)oeog?+TL{~~v5%+NS zr6wuq1Mha8sFe)iPL>#sbFbef`GSt2T2OS<6ws(uv(vp+b?IYsvF+&oYEXVcD*#TX zk{ZT9OK)NiQ@&8=Jz#@acl*i$2UoMF2s^r;{aeoZmaNg~2O?h5mqU3R{!3IzCT8xS zFGOFTEk;So*Xiv@sC6@?La-N3=C*bP8WN0x##S;haSw3C{6=DE%cC#sn7@W8W8m=Q zOz$6u_5dEfbtMZ6RXZQR5m4}>SuTv#NlQzNlOL{{RT_B6#uvS-#U93VJBPUViD9fc z-|vpfdo3h`yzCgW&|)E`<hG64e#^5J?+a^uV@yqhynbk8>CgAZ5$uVv-$^MI521Md zS?vAq2MI?Fw|k*yOTP4=$pMtZkn98Za0A60Q*t&jjgK`pDYdQs0iHhFyT*7!459Cz z26}DI`J0T71q^?l7A6ozHME5{s^cj_&t}sQMd+V9lh5loRH-|}tllTap4q$rtZg8y zHCrTdP5Z^ZXEZR=uv^e@_}b(tsqMUqqn+=w@YepN&3x(K6_qdLJo1U2e*W9kN8!mN z0#kcaJ_G%;xSUkcAQkt?O4Qe+@6N9bq|?gy8`uxChd$$Sm=JYJqqx%-e?XS>amwG+ zGC7(PeOguPCM>jV&J1f^eg2n}2+4)H283JG%GT@U&)b^l63l!}^zx;K-EWVi`P@%s zZtKIY^xYr+zg*Y(osgOw*lUk=1+j8-o@fYF6*$&!hwI-KXWlas5EAMd7;F{#-xuCB zI3OBeiGGiElj~dP@SVO%%U=o<5>ySuXbA7H|MulS;*e}>%udOH3!5|GMkabGF%%p* zZ$oZArU(^mxdM<m5HMi5&AAmHR{o?g;S%UIRtEQ_{7_~p9k{DUGOb1j1Xl7{{R3Ij zXStW^d!G)Y$W^pV&#e7=H$#6ZrMuaod`uVV0(^EfBWLdu9-c7-o;3f;RYKfs^)#^* z)#kU$A2y_zQ7B=I00COM<x2I)1w;rNZ-N=W8F4yA;(;s^TMN|aiNg;+WQBtM5^}|o zDUq8p`4)5uED<5P!Zt5oB4qDd3^FZ0@TUq4gk9=tkPc7}Z04aXyP$gEx3UyW74lD9 zB}_5`S0u$W{>8yjtYc_P=l(5ybB5NrK!T7|XJ(ElSI!nUaGtSS16Ww^(`bT(W6?LB z-b<_tQ$W(;GW*lfT~iid>UF1$CmQb@L_%wH;TUJ4K)#C)5bMaiREzARd*8|e=ye+& z_hp=N_FT;|9{&wEdiYFvFH#{a@dje28G)?@P}=*i7cF!^3IzSWyyHiw?ki8+2vd-< zQ<*#~fINTuB|6a2T_?^K0l33_Ng@)?i!YouJ%cjVkN{AqxUNMcRtCTnESOyN_Ha(l zZ+>E3I?{M9)nm#4=K~~_d<_*M6~?&?mD<I+c4pwnUqe+NP*<RfVa6u>AlwOn4C=+| za$vye29g)vs>^BnZp;QnO7`&|8&@j12zN=E=!Jd2o1_LZi}-+BR0^sJPzQ|xrn;oH zskqm-iCsS|dL;(C;n-<ex{c68rB{ltuY2ec9~S|7CYsJ}amS((i&kkI|Bx1bvR8yc z(_k-<D$o;lSu5A_F<n4@n$VJ=X0|>GDNP#y*+70DogyX0><EF$gn(}nijzC&HP9Ke z>E|2_v6_B{^aOUR0#5bH`s+oO*{54$lPA8eSPoS7_`OSAfY~UWhDoax{<y;fXnN41 z3=6;|02BnVJJAa+APp$&ej~CEixJ_$^2h~T?u6|DG~JghJo4QY{T!iSYy1Em^q&jv zxc~kG^`w(%IeL1nu!C>en*pRL3b#65K1r&d8;<)f(#z9&rF~Olz`{1UbsWoqB5{Fi z1?tD%5__itzlE|}BYz;`fSeJX%JS1dQqiuijr40v0=i^Q_OlLsQRS|$K$ojHG?j_@ zh(iIFIZr56YzWx9oFbDe8dFrI{%mOVvMZM<SNX!}KMr`fCmjyJ2EAok>Cu*8UEY#X z4~Nd@k167+2~}5)x!>!%e}CLkexk`%`H^{FoVl?{`OF9W-3WU;IvNwb?Z7@S;B5;- zL30c0e%@ezqRP$9?Ka_PKO=?3o;)3&Y$IULh{eoj*z?Kr(5Eq>uB|Pa`1tsLvggBY zOi6VbIA&{hW^kbrjd%H_D|pMbG%)=(uidq}6m=#cO`s(%dk+++qsLQJTqht$izL6$ zs`23->CP+Tds&NCZlD%-2AyW9Yy8Z-&R?L!m^p`hDp&dUo$}<>;z+uM&&lZqegfY= zCKT%<X_kgF&S+AV_x+-rYudSPl94n~z5ZE>Kd{l>{#)@!!fpLp(yE<<sa3h0F4G@X z*_kq-Bm*_MvBAPbix9Q0w)ebq`7p{*ZKy7!C+6#rdBc`kp{PbGT#;0*F)H15XoohL zJfvp%sI{ZiwduShNt;Lh<z*JIW;n{8CTpcF0b`34`}}mtc%86-eej`(o#OK07I;<X z1`N?m{lXM}eu#u=>8qK>3QmVJaYv-dwYBV$l^*ZPpWJBS+hM3AW9B7Pyt7~hJUJkk zVkf_QB^`%3&*k!Vq%ZmCjvgta@k~voup|XR&{^?~v509lIm<-rr;J%&{ny6o*3iME zp@~qYmcNt5DPFzA!RgL4IAt@lf7ELi^1!7=g9P-IcPk^_w=Fa<0+(u=>#^plT*Oy9 z@0s}zTHMTXJIHefpXFp#t7ogL`gv;-NKiGJTmM#k-Dzw0p=fT^1dX2-DG*LeB&2@H zH(&+rY4%i_BqgLEiRoi|T}^c60LY;J{VKF;FAqKa=R2p5+-K7%=C!*3E^1wg%8mf@ zMBH*wKASzmXo^A?LnOEge~tv+zW=Ay%TegxdPZt@&3D-rLEHuR>j}#RulJp<Q;ZE2 z(2ps3a$bM9Ee#O`uz0s!AwgH?K)}wV@HT8QUKJcu?O|C&NX+m{E!1cT_tx7I0E2D2 z?HDhAl1bOAhBq1yU2Urm-Dib1NzMC>3!}%AY)5h7Pk*Oq8d3f_6lOl^y5lUvo(^DI z=ht^W50mVVxUfrk*yYzAZ_xNZJ6aU)HCvgma!(mUS9hsJh;$FyZ+%}t+k)3Cn+^gZ zvqAb7fRa!+V*}C!5+Q~ozZ(NT<MW{@mUaYpvH}(^6Oe8XGNEZE)coDVn6|{Yv=(R5 zio|9PwqW2aQ!tKIgV6g&VH~hCc!G4iV<&c-Oq&EqCDc;^zYjjSATI|_o;BPy+W29q zdjg>CgPt$>VAo`5aq3?qsTiRdZQc2<^#<CUJN(O!Ww_K5gs*062%%}P?@V7d<hIEQ zn^&`37=Wa4uWMxYbKV5VazEGvx*y_d;>hZqA>D(Jg92F$wQ3-mgFKv;v*uL(F^Ku+ zfdjx%1%f<Uw>Y-96=tKcrIpN{!VD|sZOu8|p@6_NbI3n9Qp1U91~3X&`{A6lT6hA$ zIsD#FIQEdne$&`L^EZW6)Nv=IcV^hLFtzYF)uKwpv)jwH2mepo2(x!alX5!pU6n_& z0qYQG7MY|Wqa}`Cx-(PjT(5MVD54R+S@yrC8o%h3@vJ!QhW1gwN4=}Cw)$=89Sx)* z#Qlpci#f-l4r#T)NI*i0a}L5<$qg2p2aAA#@2M@q-2wRD?3~8o*k77-b4%+u9Iev1 zVao8eHok$?7C^W_SiQj=vJn0Ys#NvF89QIVGWwM7{o4=`sm6wIE=~aQ&^>|7_k7oz zuB3lp!56O};X%kXer-2Un4rR(odFKC6p+WIvxiZew`KqI3Lx?lTY)sh+=zoQATg@` zkbm^Dbq4<@nV#D^G6o#2XtI~R9QJ3b&2ZP+6sY0wNjp__(3ROeM8Ph~GkF7-6%14s zFsl|S+`1}q$*kWG$EB1b6aeZ*Fmjy_imb4&n6xzys<|qS3^6|C0u?N3lKcODV$ods zR}?|-TFBcJuhnjsa-5K2BR;~v)5M%0lVDBfo^fUA`6djZeofId4VA&GJDeE;cu%#8 z{6R9CnMAh|Lwa1S%EvS6%TVdt_Tn3e`QsNL3_i7f5nZ6f@t(r_3s!<n3ShSXEUpBA z_H8*SJ5#nYQEB%o!vW^ieju6$y7DvgzpN5sZ}!5uWOgl!ftgPRBdv!dSLVh}o{wL? zT4*wA&#-(l%vdj(?EM43BAf_;59bP2LMMeEynaYc`Hn3QPV=P-C=MsDRT4h`L<>p# zm#^;>$$J9}7Ws0yQJP<>Tj_g;(OUd0pK<H#zE_*<M%|nNXgnt0kK$69j!0{w+OB$; zKQMAZxXPL%m@R@yv_OFzrj)P4qk_7I($fI@cHa(ZUkQSKh%#aUUL47v>$X8j&hEPS z_6Yl~sU76^CVS%JL56wsA_P6qy#Bsj(Qm{LJY+r9OTR!R2;|ksjpUqHRboV`)$THC zPn9(8OxW3E8xLvPZZ!gnv)Muq)3j&kbnpc7Ehawg7cr(~)L=+gh*KA~MwR}8^HeIC zF5EX7a~F9p`EZ-ZH}8Qao9$<c`6pcLFRXwR`9V|OvS#ux+mrI%$9a}!xH6&I%bPqJ z4b<d~Ce?P4$=%U)rD@z_yDt+Zru@E-l;S_`u_fm1zWZQlEd707{HB}!tQlTcRg}g( zn6o=jIz60wE-rKU`cJ{m+@|D`*M%B?mA;1i-)K@@o%gBylUgx_Y?W!;w0=3u7N!b) zoAKYGh_E9XC%7rmHl)K4@ke9&fBx9pG}~)2@?u2S&iH~7(t0q#HC-*Nj=k;c)}|y{ z%b&a)x~@Gh&b?ryT0pD(VB;eB``6?H>v8kn$rLb8!Ab*1|7e3UUeI^xccDNaRy;S% zyn0fid;QyH5j?}l1F5T$FiwklcTKyoZAI1C`L2OY`+yE30wO^^fm~y^+UBBT7Z2K< zRuh2CtL~+5e$+pa5zHBy0nay7T4<%e4aREyhF8Bb=P2&>b+*QrRUl4Cb~xFrT}VO< z1H!<sI9HWUoQ6^0GO3tUW%bKd>|)rf$RT`TuN%YIZsN+1_0PaDFC>na>8_;c18H5x zR)gDDi!a4HEG$6k4!XY=MrO3vLK!3V9t}Z=RJ4MfCX^iws2L-K@ppQ7q4!DqgSL(T zMo;P8F9fvslGM`}9wT_X%FR_UN$T7H<hIX7`x8dMb-6z5Vn>-+RgP3I$UpVXR~}F9 z5F8=zit^v<E5|S8KYQ<EU78qg;@4Sqy~v-SB(b33ED$0?e~Geg+>COZSo)IWG5dou z7<WL$EFrci>WsS4$HE_->$;bYC@gX+VWi;!qE3n-=xW1I6FShHa1bc<AK!1jUKulm zba4hnsT}Wl(&fUfdfw*D^?srPb9<*PyCj%(3LxL?Vqn_EdfNzocCh-HVFbf9sAWt8 z;v4{Yu1v52VvCMbikR_ZI_g-bdvS^A+=ysH;SN8qAYY1B5@0vt2qgyWc<R`;%h1q7 zI{@vmGK+i~|5&0?QXz&7oHCcoY_&r_T~}<|zhKSe1%PDkVq#`7`#b=}Zb*nt9e{-X z+_uLQWQ<)5tVukwKRCy?<iI9ea!X|w$^|-bdT%>BSAbzt;T#|p(g^fgxfsm%B>-g+ z*Z%v=x+MTslar$2VV{}n^OXe>y4}7=p+-se?qXgs!{1na1~PW##&rULW?-j&^FS0( zMUl<Rwf0`Yafh3P{HCn6&~zMsmp1=T-qbiz)Uhd_K!K0LBbAt;m00m7Zmw&|8x9i9 z13HP@T}-UG*qS%s$82LM;mgYC&xRg9U!c;ZZ|@og$kldNu6l{WTpm}?`)Z$qS2OQE zin`y0-UUlPw~><zzF(=85N&Mda_Kce+eOD>V2(w0K}8T@oqUm-m;eK}P>P-?`tYiX z11MUcI@%cJ$pa9^OSNl5Mjq_mt%u^aK^aD(n5BF76)8!w?p2v>@9Nna?S{drlP>kX ziq@QD^P5aJY;D)mge2$VFkt{l8h27gskJ*N@?AG}C#C+dE<Z&|){P^=0(}&&UHp|a zAY&HUR{bak^$HHo3l^61b&!=+u7cTBE-@UP0PQ0qh9O|%T55nxI_FQr*=r?fhlqP( z0~+^Rog?Cex7WA}j0tobbj+rUI3T0$^4qI0qO*oBYXo5&kBDwV!zeo#!RU9@i@4pC zh7FwvKPawvpP}6WP6O(p%m0`<>!>LE?&}MJ(g;XMDJ>yLcOzXAA|Tx*-6c{Y(%s$C z9fBYY(nu>Q-6bISJKWD&?|T3AUiX?AuDNFBd(Phbv%eHZ!52sMTjG##2t=#yrHE-I zrhk2csy7=)X#PoJzLHlDbH?*k$@So~ONsYNe>O3(aXE3z1UNV@Qw3Ws|5>3t{zB0l zAq!FD<(piy_JjtOK7Heek|BT`{hUUEsV(ouChet~hw2leP%{1AZ_Ge#&3ZX>^4B|C zvMQ~0b}wUO6McUz(tp83CbTW_ACa)<=GDbwX~xoB?q37LIyVTquP+#t);CMCaIi_L z>9)eBnr;Camb1<fe6>)reqU<OPNGLZa34<<EY}RIkE3rmUg~}7o2aoO3F%VXqK1`% zR|i=E)1Dm8G0p9Z$dO$6!GhO!Gfi>%O+4T<vE(o0No0JJ;dsaRHjIYG({SY^=n}vc z0W2^0M!viK&D=JXgn%%=G~bB0bc9PR8Iq`=m}^DEb)`)3_z)K^Q3P2o3x|Y=W6v7o z2f)C6)<YNP5Y~nD;G8Z_-Ox+x9ef0(RO#vwcHZj0kwyxR9?!iiDDkO~kp(l%yV762 z6PuCS*E8oTgy^LTg6n;MW(-NH6;gTmtd8~>yalBZlqj^5MXodAd!9LX^3+(2RB30O zXE-DN7%wDs=7>7<0eEpYgsN->`Tgj$&)=qupOO6UT16^^h5AM(=#!bZbtx02N!v%f zz@!=5LTebzOC+4Vvm$LwD$c%v9_HkgUV0Y^4`L7Ur0U_<cE&70rq2tBSVC4smJ8`V zT%{KZ>WY6<C~|Tdhq-+1lK9hfeaSa8eT$T-moR!iUE9LMeDEBW3Eet#ud&KQrVaA^ z>sbT>vMz|iJPwl$fd=uNaUw$RoU#4$Gp78p0)e!z3t75|9+85q>J&(!A)Pq6v44Lo z{2PP=+*hH7lrafPcY}-aKLZ!P?k_4k%)Uqv#|x$Ei`h{k71hxHmiu>s`r6{GW*3qF zPm&57jxcODBE}9=4+=h9F7JfxcH-JZNdPS&@n)oAOt;GmwmH-*m8i9VHaFy`!q)l2 z_sRbne?$zn2SlMoHiNByD4P7eJ3k@4tz+4f8^w2Gxv7*Z7bN?j#CQsX6Jb%o+*CTu zu*zwq`zzy#V+-AoFj$<r3sI7>O~Jc<5BPv{!5giz-3aTlfKSi;4P1kHq=Cg^_r!i8 zC&Gv*xzZw|QI&awCo%E2^j3h86#rc7_2IX=FK7|Vb$bf>ls>VW6OWR~dIo;i(y{p| z9rNxdH}CSN3W$zd9<^)#OJD03sK{D}oGe}Szfi}L3`x9X)t0X>nCW>R2=@mBe<4PR z(BHTx9%Zkg8y`!0@Kp9l)`HRpiNa~hEL`GjY5XravI7%jLs$v;1H4Ih1j=;$eExd8 z6NE1vUHFp#AMx~@40hsx+DN%-d(B#Gm%skKu3DX_%pvcuV8AC7&+I)18EU+cZx}({ zv1Zu;ZJ{4nBzr#`MbP=AQf-=zrkz0|U~{jnXDa-k2no+WB~#zvHqF1^p5bW1vHY>n zCCYI5-@t6M^6)dsNiI|QmtPGMgt#pTMgH}T{s&_-mD_80fSBglr5)gnv!>u#*Q(f> zZj`kXPDnlCrsg5iNtj2mAZ~XYhB0#qoUEw|%q_*h(ky!_SBO5N(7bS8v=$Vve7QJw zIna=IVqyN~jc1bINCj>)1UjS3*MW7l)i3v?A*s1PeM5+*!nKPDpj|7Xo9T=!?~=yu z{wN;kw>!$WzMX@@c1-3Epr;eaZlnrn%7*%!pNXs2?h7yoN@Th&n%ENm9;ja3(!7sR z$FBKWfMH?XV=o%lYD@9vp3=Dw!lM@<E~;FOdM#bo9SSt%7e^R*rcs>8>G2_5X&sn* z>ys^DiXN>XX5uATRGfe;ecYZSzpsvF_qFa40cUl;Ll;>J`l9I>ZlLK)`l;&<vMtlJ z7sy<MC@=}ez@)e4q1+<=?K6A9*B~5}GBXy)xW_ttf4C11nLhnys+#b?N_4GBuZY=D zi#9^`JPw$0EYpbw<gZOJtJ~#YhOIk1bIj678c-;!on>>b9`aYfFL5~<Ym9GPl(0bM z+hnPzRJ8m~e2!i(cs1Se(;)}6QFvL|hNWm6rXSCra!nLzgH{UB>~pleL{4J9DR!6| z>he6MOsgvXOdMq#=KHbye!EnclTs(Fk(p)B=!>s_*FP}>iH+}{9q3%s!tTzwG;+X8 zUm8d3e_HJ&C|;IsP<Ap>8z%BxwMovlP|u<qEsS(#mbm_*TM%Mc$_(QPl4qPtjitI~ z$t;fpgD%*yi6S0Tm)B_UI-D|vC~OutpVZ4?f8^G&VY_7m#+imp&Q>vEhpZ~z@UeF_ zlh^Izz{H=8cy}O{7KB!&`1J{{e7F1KY;g^-xP3We-lhZCf;OKlk_H)ma)zwxF2z^> z8~ggAEV!$gqm<Us#8sD=7#0Yu0iujeU+^G&P{|aUl-(SL&=AvhPb9zYr#(4Mv~b41 zyRcVOIjXX!XMwMW{>qFJfm{PFptQki`<Y`p_gULQ?RUn!;J`WAYkobS0E?ts8}V8b zU;!#Mm1h&zwkXxBJH#}<Z~Gk5(kiIA)QmB~`wKh!_0Zt9XyK%5o%?ord@s%Kfu^1j zeNxaE)11!~U8}2|H}TZ2eleWRYA!MKPeA^}TH_@#B)k(@WI7WT$*6vH%mv@DI+w_b zVB656MV6bn`>e6>g(pcI5gz|bQC+b0+3C-W5O+n>h~@gNc!N7`;T(9Wb2(4>eb(7f zkp914S{diU_}7CE_oL2SjZiYS5yUBh5a7tYkHz$?5<XXeRr&fLsDuIsg<!xD7;sCb zcb+ks%APmsHIyQCB3(raX?tu~rfMsuTm|yW>Z|(wN6O2)-%k=Jm3MzI!L06J)=L=G zC3oEG0_XO|O$nMA69;pBoi&$sLfSLZ`#MBSv1X*Y+Lh*7!?Du8<*+pi2N}56gT8IQ zx+z}fQgkS=^Y8jd%ro`ip5xjhxL4!2d(h)FL1*r_hhJr0vlcZFogJAp2x4t8ve@@O zB_vM?$gT0_QH?#gcaFwQrn^Vd7q^AWIQingJnZqB6q7nEjlRd3ft=64O2$Ev$TA#R zT28;#&&|f9K`3Cq@OyyW<%LY(n=VuMj((5JEl-)mB0L*?R^eUx9`i@@o3vjlOO~Ge z=mYM<7;CctCIcB(R;oU*3s934!R()bs8_@ssqs!!J8>}XG2d%nMAf%(ZIeAg>Slo3 zglK%M6)bU@)HMj6TlC*!1dqbI>ds||KfnQhL(F#j*RDg-m~mcJp%bF^ba;OS%jbzT zKv5cA;J^ns_VWDI4YBA#`RZgWCM3Gzkcq8zd?NPrGsblNu6<aZrhbK+e_1f7BS(96 zw#*lqI5bXbFwXR$OM9Khah{Z{XC7)=;1LxziP2oieciKudo{%ZrRFnxaN{IDTTqp( zWm5lbUGS*`H4FW^()yRfEe4^*j3U|dB4senEVcz8k($Lrj3tO$Vt~OUV4Um<`_h*` ztbIwXt!GxmR^IvUq1cM<QocWGF;V#zBH$lQx(rbV6HEnE%ciUtnKah>ek`yoy;Dd) z+~cCv)-!5kD`%P?uhP)P@3b<FTiZeml>8Ah6_e{3s4cso#wEw3zFx;8%}u9`QfW{w zPak*IAFJ?+L9V|;@R`nAbD>Y)&n#1JYAfKH-*R?HE^o+Hi`e0(B3+DK%GT~((Mgia z>DI*&l~jVOE(rkv=zIkD36}%}02J9o%^zhYHCs@O24je0Cs#ZBMzW~%T#|x4zi(G{ z;dIV28RQ|#9KNU|vw*h#d70AT)-^csKXRcS`UuBDnhXV%ya@JFZhFAKyrZ2+s%iq6 z^uti#l6Ht2g5U=|^rzfLqJkR&!`?BJQRZS)Kx}*|FDe*7J8z4l4QtzX<cKev)RnPu zNBm!p%}(^Z8s2&5C8vc{^8`*PUb-Unb2aZA>kp#G?42}`P9n!)gHbcDf9C2VC?bOW zcBL!+2SM~Z0=4+6dsi+@naFX9D4T;uy~^jK<ri})_^!I~>;wiT{29N`NmWC_2yxju zP$WE`)fLu;V4M4JC|Ldb{@Yi3mpT*myDGB|5mIerG~x8|F6SA~QHjih5r25bu|}!~ z0r*8_DejtMDo2P}@+mfgESbou@9$cB3fIw&U8GGcDq0b9{m3kPWG<FN|2^D@p+c2j zt$qMeR2iFhTiKhRfHk|{eq;oNr-jRC)M?8|8k;fH=uY?>-D6CIXN#=D;WrDpbn~ld z#G-$b^){(7A1!gwMtlqyA-!XK&PD7(qNHp7hqG-Ahjikbjo`W@t_+CIQ+Icl(b9e> zS}D9%c{|>AHjF4T-PBipKX&wM`&qKG`lGtkbFM<CpR-ZO<RbGb*&SXG2~U6T@%lnh zD1Ep3{2>L)9G!K6A0cW%bh%WC3yG^I4e1;qVnIaONl18*lA{uPUDDhY2L*=`8Nmq= zi^B9-zjf301i|J<j(UO+7u!h(n`x}tutSF+1PK9VlK`Wb3~Kk?1q2L?E6T1}YpXP& zfiNMD?>N)z$QcJO>s<&maHfxmCcYunX4;gzIVpco(~~{jdz^so+j}uNJQ9hSE%`~M zx|8Ix6-At#v^lem4Z$p2%`7_;hc*)#f~C)ngnyIHD2ktZ2aC87)VSw891)AP7seCZ zJgt?>xTbF5(r-SQ{vUxbYT|#&FmI|r8B!(2Hck+gXVS@6R>-psWvxC`>9^^wS!1f= zj?5Xg2RZdW_47H7@MnzOy7nZxM8zW8o`}5R=|pYWOvUzAU=X?=@qKUolZ#hb6{Cd} z3+G%?xr{^Dbny8x|1E2w=E@&;ntH_b^;P{1BMu;uD(IRr-jTbId7_faD?0LQhF{-< zb93zIMj|egj%?r3D(kQixk8%pQvq2CSJ&Lcv1REaq8@>4QkXnO9urgU$<e!U@+J!m zRi0?d*YRs{b)T4TQ3D#U!^1dbML$PJm5Vnv@#qa+OrHf%-kk1V!k>_@=-w*sNqGe% zh7m$iwKIDL?~g?j^lQIueXXO_GDBM<`EL>f`<yO0R5w8$2fJdlA4t=JXu1R-bHiXZ zim3Xt@l_W8w30?e@Mv#qxRsV+L9=3>5_=rqm+v^Vvo_T4M|*idxMf9t@>ycmTR!cT z<k)F&kj%X%p29>bbP##j<?|FrJLkC!N%oCkkKk0H9deA!<1JA1$!8bqWE5}9Oy18A z(hpOk6Mbai-@Y4V01yxr>pyXxGmY<?UuUdJSp~VlbAf)*h}&zlDDt;3IzbQpIqA$m zRO~D>TzCUE-qIQk(Px9wPV+K%ambwSpuibrS;WwCT-4W$zYT?rI1R$PpH<56K!|=~ zpX=SQClTatuxe921cv0^WBqy-ALWY+2u^dP`N;B0NvW8@Vkr8g`EE!`6-<|?`GPwe z#zzfi2za*_I`y}*n9Z-A?5j=GGrVJ(*t0FjWx<sVWF~~+4X#%SlfI#mf&yz&;;Zl} zJ2&i2ee7>&Bu28J>^}0$C|cxvK%7rEp``JZtXzR|_fWQYZ3`VU3hV6YVGVV3(TPQP zz7l=T(LFIL>bp9hy5@iBgc$dWOSP!*ZDb7?wIVHK`CxSxys@bYv>^=lm@aY342Eq@ zuxddh^W{|R&<vHcL&~v@RdXT>cmX1TCFR?Cv+rhcs;X!r|C9^e%kXC9*3S5z<{4H& zI3swDSnqXwlXq{i>H()isygQ>(!#lViiMI>8y(TVNW|ll$&skssa7xU7w~nzIXU(p z>xbci^p)d6YptsFvUUa?;$8|LKyR^qo_#2@xrg&M>iUZwb{6`=@ef5pA<EW5+<6}T zX&lp_{8m&>j<gD#mp}FIo!o)1{k@l4ucxd(qjj3z871HqM#oe@879%vAsVu=*q)s2 zlgrFPwNah?wtH;+@3RG0U9=t&e@(UfW=F8nvF9r!43Z_6&a~#8Cc(4x?E&)gR}Wu- zpdhS+@X<ziTm(f_8b>AvJuQ=bR!v&}nAFDWF<Ul3<aR<=_#(_97@odX?wmyx@I+rC zwxvTdppYeh72k<+7dUyj@4kkQ9W_PSmag?^2J0SAFR$UJEskSkx4z2yIAm3eZ&6@T z%=v62@Vgb`og*$?$<C;K*2@jnh|;;^3aMDhi4XiMOUwzh<hDEB$>nLSo06r4IOT=C zg*f6<CuG6eT-QvgwObcIE$@BFy45<IKbby6`N?%+0x?SRv-Uc4dtcc{_>Z_KcVi#n zZ+3{_HO=Z;l)8U%AqvGbv+N{vEq>Ry>9BJs_TaE6hcZWUBE;uqZ{T%fLKtfRz&ROn z<iRe+o@@@Mn2!t}C*Rpf1>zyBNG2PVx11!<?s&h`(~u&65k>^tCcF`wEAmsCmoso5 z^~?<Tr7%yCdN1QYdwANldHPk-T73ZX(blz0=Z8@|Cze-tYsRMpoby?RZvIe%d8DlA za#vgr%Wd01oam3h`SZ(_Lyz}=Uh4A~s*TFL)SK5d+VajXyFl5*F^P(gd|Q5HcZFDU zOwP0=mx-=p@au)A?O$Jle*uP6ZB+fU(X_5dQ;<nD-v1W6PIPr#(R2CnVtFube+A#Y zS=lG^Z_5ksEQ4;NV7^&lg^kn=4}ZLco7LXA?j2eW@7Ab_PQ0s2uY!g8b!Tai<QRqU zL9IhjO+KUjx#sYBn(4Vl`qI%QFEZV&)|qL=hdF>bEDA^6YUT8`<;zgn#^G{dCAP>{ zhCtK=6^b1|aWdbnc9Ac|{QFN*K5CkREB61Xq^%>7*%2c($@6``4t7=`UObIQ<~SC| z$4Dfn1xd}**zM&@IZ_!ix~blVBg@y$Z`aH0c~^uY?r2mK^2{AevZ1wv<#PaadYOJI z?=*pD=9(ig$WtqlmZQv=*^bH+NBt6@aRV*xi~H4T&OQ9mDh@QBexBraE(w3=En<4> z^*T6@#w9!e8s0h#Xj!q_T4$6O9^q09cJ5jB7S}YUve*LXSPx0uIlq?O>SKuDFr_Jn zW~)_8O`4kz%oxmNUqrf?82zI6f7`;el=O1()uz~b$1FNWUXe8RLs$ho(HmxHUvtiK zw7-5KCiyxf&57R^a02C>>=OY%HX}sYG@yCg@8urkB{&eb<DU0s9irhQ%Ewxt2ct?$ z9jRPrbeK6nxgNH3)(oLPD*XG-OR&f0{!SwvDiT;oDs}Z#`)hUeO!As?cXCAR40e&> z`{+2%vn_Bj=igA{q!KTVnoIF1A*S~uv!-7dnX7qO_CCAFTc#$ADBrpIe@tnXGTX}( z4ImT#$oSQpVQ&EFtt3Xl)xWcj{X(rRmljMjYPnQsJ<RiK^TqeeYlrpCgK)n#zMZ_~ z7QbL2slGwH8}*VV-C*+bL8e=9Wum9V>McCOXIB;A85Y;>;4q)eAwql8m%3h;ZHN7} zb_W@Nea73{WnNBMj_%hqzXu{>TlQAVUly*D&Hot6MGccnN`L{1;mQq|_11zpH8~LO zZn(k4EP;8o{%Gncx7_@*hHVGH^1b#9Z@ORZ8JGg^k;!4=4>wG#h=cF<TND0WEQ-Gw z(9MlQA!apfu{yDWU!3f>KN|L5I;}2WqW`IVr}A$o{&8f938?I4i+S*FBTM2(nU}`` zvQ|uEI<f1BsmmjMdq%EIAi$^`@LPE|X^g^9w!m<jO3R_Ed%@u!g#-SHX1lki<NZug zj#e320D#yv2a;M5TMu%e&d7+H`|0?no^DdzEvLUddF79;6onklg^w$oNWS$k0DJ|I z!mY-u+vF+3D`Rnk$Nj@BCh04{;TJqy-y1VyLFL39WB!8pzo8nr0WDgk8X$xYZ$;-n zg=Nk&(fj4m5Wu%6;1`+@J5@5HO3N7!JMPGSr<}RGBzV5D3xj~QcNm~329V)@k18#4 z-xLGVmhJJDlMrslZ*^D*NowHnnN-hrvpTM;=Z`VXxbg9;q@-SHX2CWgF45fO@qn?_ zc7Iq2GX`7%CEZEWKx=QE#;m#?t1v_Hg`Q%~tQHHOx_Z10T|E5inmpN;1(k(b>T3pf zb`JX|e`uDJJ{`wL3lo@0zVfKcpzod7IaIOn0_D+Ote8vcy}WmtLv?2CK&(R5sq@+~ z^%-sD1e2kGvo(E%twJc;U;YaFPYk9r2qV85?`gMC$5*M)PlwM{X?DcM<I>4d(z~e% za^%T$0j9&UKbA)|8A9QF_zBaI1J>p3uZo=tPLW+sMeyU}=@ouhmE>-?xX<3hPq{eD zD$IHF8r&~zr_S@F(>%UuCFS*L7ik%m+efn1pI4ET-#!!+fkqRi*%2?VnRH(`KK~qw zJ56}b@feI44akho_dka!@_ogv)9Ia@vKcY4+Wu3&f_w{d`*~LUa$fDCrh4chO228y z8-NCBrp!s-TC(R*nVhCL^Ld*rs(;R4F)jR_WXeGg%b&kcoW0@yUio+}+@W?hF6Bj! zZsTJpT>#_t=@fjBfCTY&`$*BHbfnjPDC+l{2l1qH>vgnSuWaPnqlTzcy@QiARJjCf zFhuI=6lW?~-x|xtWG`o<lah=xMcEq1VTA>$*YDP4htWJ^JLTLmRp=|BCkgj<-Or&Z zt<!-FZma!2S5^&=-tRm3l&w$cnlo%P{*-8QuDNMWbLAIt&NX#@?|w+aJLP=0Zs=q- z=Zng0b{k(WO_VY5cK?9c=Jc)A^`d3Asj3jpLO-k+0dS<GYf^nebXL4EErdC<L^=+d zW4Qf}I$dL`;~*iHPY7G>=mVj9-;87%xm9~V9F*SoeHUsqY=7(H7~xqsHN~Qytat<r z4m2;hMOLRiW}qWB{%`y1@i1$Xm>7`c@Owf&=}ry2QW|C?lrg`z(XFw#7%GNQCk316 zjYgEHNa9O4(LS6&W2gRWaVhAA84#5Al-*S~pF`$y9QOGlO+;q&L@3y!gv4rZJLP9` zS$MvJ6Qmve@|*uj(7oq*Gu>;`e@zfDXL7kYzUsS4G+Jz6V}eIGj$|s|I`X6dwm{{M zdgku}gx8ino7cHF1`f)h3T7by9GpwU^1h3T*tq2gA+hywRgd9a!eUNx!S+@chQQ`G z1b`EA%GBo7eMzOrmiZgRtX$zPee-FVf-U)5c?r8Q_nXxdf$UZMa~klhPLN2@%Ur60 zN;~&tJ*^c6x-#Wo`48u?KEL}p^29q!lm;xf;D;=i*Cs%L%K~KbSc``U&!m+q^pZNV zvqnispKQv}PZiTTH6aQHa2d4O{2LpwZWQz1J-1vr4m({N{|h*@*i8#!;!P1kI7;Qk zC`uLZk4ViYsP*QtFK+O%2z)bsqR{^<Z)Zi{JhpY@jzZvDT$CnpZ>RenvEHO8bBXj& zxza;^!}V`zt8Hocw{SPa)0ja^?Q!$DD4*LklAPz<kdqdj{q<r#qq`>A#$9`2&p)6+ z_=Rn+;I#~o!)aiUd2ctDpn<Qg0U_EZ<{92O9sgjp9Y?NBxrhH<**P<V(d|Vc=P`pZ zcaeTgJj@xVI9SnoXCYj6h*zvRa)pK3{gBXdC#v3!(^}tw;v0HjY%w&ZnRZ<neoUq% zB?fn}&4^6bvA*4R1#Ql?Lc@ZP$;=y*$7Lc+13=IC(m4)a<>+OQcCI636MDStJrI9# z<+E@|GmMn3!WGIDoJBzb<<B@%&O!>)0M;>GEc4EdHs#jds+^2}&la!`^vc>2g!TS- z3vnIe_}m;tIC46YgMp#nNu#G5wB6m%r}H-QN`*ihTu^yu(yXJr<kd<n`$tupUS|za zv_Iq3Ub(d=r+i1oS%n4=m*a|jJ4V~iX2jJoL`TRr@)$S5uYp9<K7s;oQF2vdj_tD) zY_9lq)6XrtdWdjo6>QBvTptz<6@_i2?p|kWAc^U54*c!j^&S4_^+ylZt3zpj)qS>q z`Y!v<|Km*l$P}X?_odxnYIuh|iko(p+52r2ZP$ONzyBCZShV3yKBfi$`0Bg)Lt%pD z4unFsNI*j6F3Uu(z-%iG5}UOOq!9cLo(DgCGKmW#xIO5ZtPhDW3<Nvu+#+x>v?zI_ z`G(wf-Z>aOoDkaq>6n0jaSJJ0y4&bJeE1j-wZO-p)%!FUuLr*cSm#7QT*Ynu(e1RZ z0e)EAM=KJS7I}_auP>S4Gf$)Zg~Cg|6KG-Xi0Yhm;vw{xWOnY{xF~>wOO(w}3yOaH z=`qEUQZ$xRbKPh_yTsq;bj|7cjd>9yvQziI2!lkckg)s&J36Nb4<_oTJyw)LG94Kz ze4(Osep~8aw?VdoT*SRtkyC=6u>#)T2+OU)J|7BMy7k@E`mFez<8z8sQ@X9To1##< z4TDj(L?yHLxD&@l5y0C|-hu_|qfe4OaSjSJO02sGlr7v%kK6V%5X-e+r*7~Kgp?J; zuGDf@MMUDb{G3zVf51_Ra8jUJz%5gY-_yCbBKlr3^2_M;mJs0IIEuyspFey=V;(R~ zn4#8da?BSmw2ROrAU&9%ueV%L6(OZsz!RJJiagQN|E|QRr+BER(@MNeH?I5txOLxL zr#u@aR<9oHF%#-QXY{@M)$fl1GE1M@mT`08dj<Zh2TrM_44yQVJjp_RuXo-V5xOjo zynC`F7lY>HNbQW<Xu`zRS`QXv%`*wQ*lABzDp8G!dO`BEwf9Cv)u7#`G8Cn)eI#N9 zV*$9v8$SgK>c)hufSjr^E0l4-i0}mv5(QvaA8+g~wJC?tku-AC#;bP?D=m-fm~Bfx zrd_&H`Xol;9NI;r(BkzZ9*wMBtptM^8zX2Qd+?d(THe5U7Z%R*_ZU)VZfA$amlibT zRDDLEg0l&Zbga5vf=PbT#Q>!2OdLZc`L2OwC?trl`4gu7FUo2L-MY+Q*L?NQ!GhkB z=^k3sNZbo8>oj-31|}(}?AEYeEyw&hePT4~zt{9eOFnPn&PI7`c;2wJRtf*w7B(i{ zX;+f+mP1TY9hq}R4|rAVeWSmTUmdOJC^<eC3e2z25cKn*Y$dYYx$-PiR8iFun7lHj zU6y(vW>#=h+cxG$zI=m(2NJuHEus{u&Odz5wwP=CtJG}toG=-e;&pVl?XSX4agBK1 zCqK)ND$Ku$ahOzlkJ@uyvH5abjcRmm+i&QL37!QDoUs6pLaM{V0q{;WDYO@Sxs7Au zQ^On_dxZNB4!dGss$NLO%T~(+dDq6MAa-WyrZ~EjvqW~`GrP8jG^2<o9ZOi!vS7F2 z76X%WiR41@;cdJzR>)5uW-t(-Idb_;U+erRN>V3(IA578V%KIDTy#Qjl595lIkKpf zRkdlIV#*sF|9Kd6<%#ODKm>|=wDaH~Em``>>*B%Dimi!QdR+zh@7Qv#I_?OA@#HFR zAw4JuLA=Qq<PZ0rs<N;5v#X^57#h|_uq`K#Tey6hDg=t-@A#SlXd8k98v)~SnGrV6 zCQ&@wn>UnwKYlc7w7~C-m&H9fEpW+#Y5p*?ki0zbhzac76EX7MlkGwF89jmhOz}1A zePKxNVWqD&_>o;V%_55}7=$tn!ikoT_0||-UDGV;>(Du-qT{fJd^UTCNX*P}{5rl% z%tVnQZc*`ucA;HYDt{<tKW>XnMV75reQF&Q2?U{!-?KX=(Lh3xA24p+2?AYtq(Qr( zPZzsDvQqPFbUa--h|d!y3Y!~46I14|ojG+M5TA$EqmsO2HsM<#m!-a~-Qb-(Wh$w~ zzYRN!xew8M+WyPOg9PA($I!U0Ak#d>p4^!7Oo{1F#o(g)F^_uTaa}yntKquQ#2Z&? zW==ePda4mRrDgM?$X700KH?+xo1dK8Wq`Vd9+X%dD@;wgU%eg#EYo>Y;c&KvUAIuo zna9ACW8%@_&g6B64L1MfhoDJ)ox?JjTXF66(_#06WN&%T+J5Uzzk)E<yrLS`JLezk z1=@E?OrhM(jPFLvMl-1&OWFE&MQ)eF3!Cyi!nZ)og?F`KwnRAXS`e!<;%VhCYkm*^ zfVP2e-AprQ#h<G*h+WaSH_(ciuXP`lPQHq}te<A$<Lds#ylN{pUyJ$<6Pcpah0l-< z7X^-n<{jQ?h{hx?vO7h4W)S@Ckt-qL@osuvk=rLce-#15KWI@aADjkL?8G30m3qBv z?~k_7IQM+NcjT*9J^y&ECSRC-tRD#&YW?$axZ}~B1x#8CVrDH$a>=RM*VMKof7v>M znxqF9vo4Oj*VZFsU6T}ruRGK0<(f|}B$|gRrYOMwY=1r2vFvigheP#|0z)Gh4liJr zjay8{?TZ_9SNgggG`VPSSaw%(i-6MvM4Ru5WXk%ENn@)%OI)tU+_9r?>W`<uWcRE4 z_tv~Jh>5DGTv*YKaC;N%zePZ?%^Rvg3xO?w=pnPKz-m)WTOYh1c?g7J0J2IONOCMA zQ3+X<Jrf9y-a48|9%+bc>)-wByykbIdq_~77tCy~#`UNJYW29ly%3v{<QX^z8kxWW zAqMyX9N9fJXL<ml2Er*lSrp90u>3d~)wzMDIS@VLrb&aIH$*iL!ZVsYHXFbO<&`lM z2`ZmF_HfbHG-=A=b2AX<e&1idozWA*&&3Yp2_>PR&dvT&N|Vk!%(P2Uss2n_UOS5> zH|ZYX{}EnCJe$e`>%Y+;q8;OdH_YRVtx0wF$1@uHyry1R=Mc^{ikA*;b}4aN*(%%+ zSJf<ofUu+Mm<;tfTD|nWrns+d_|=1kCh5ps2>l()Z*OSvt3P)JGjJTi(<Z4uG_R<D z-HYhAVn%28h2l!(WFyI!neD%w$;63d8=>6~kn!XM3!x0s)UIgUD8vXDOODP5($tKT zfjt!(Qy(s4`h{dIZUGLpJCJ99P0j}*3X{j8Pz4uJGJ~Gp673i3;5`#w);v!y5dI}u z`Id_CZCNLJ6HYn5@O8eYs%{MeC5$QFjGpnp6T<-ZMoIjEB(lv1g(vUw`cubHbNRX4 z%LH;(IrY*F8mlr}<|oJila4M+0?rV#qL$2^99sBJemh>VMXvu>1BPCRn7=w0Ym91^ zSoqAC<^=liE#TYb;iAu>3;%MD4KpEQH89*`kps23XwAV>I|piV3Fp;7S^}6so(-L~ z$k1OgW|7Pc$O@YI53oEvZzCXpzrIl0nWo&Z`m2h2_*`QNNF>oEGsmAKyW^T#p#JXj zAS*H1`oQ^LDhNJ(Yph*=%HaUR0MGbww+q^u|FR8DdA{RjF@qv?)I9T>_1(YzXZua> zubtf0#MDQ@PqpR-UlnrayqUf6?s>TkBX{h$U6EbbX@two>(N$Ya{fCNa%55A^KJ&I z7VF}#-QlT!z9n8puh1j9dNVfThDMvLY_{-LK&eYkUuJ;aBNtdd_^-zxCKAW3CAuIa zKw)C`m&n?`82y@cb&RZWp4;&K_m$#k@4GcET^5eYUfaz--00DoZKA!+9&1wv>a@-r zJYBLrR;iCt<X4S4yQBDcX6xO&qS*AxnmXUC?(vp7i@h7~lO`xi3^?%Oe%GT_V*QcG zK0_)bFpvUdbcB7}U9o8+Tl1eSe--&=TpG2iEW~(L-tz6|4<r+4dya=t;|_#8KUPyD zr+%>Os!+SPyY6x`_1oyK?wlf}?Zlm{g$>f{rpE6ppULR+j-H^_q-mr(Y}O5(J17g6 z4NVBTZFW3?zb@GF-8=H58uXx;vTWw(2HSe*r(X5O=UVy^MpxFlLD4bK5|(TTIqr&Y z^kQ+DvUA(&RLPaoxX&6h4Tt&>JZABvd9cg%)<yKd?d*r#ux-4YF9ylV@$}ty(CBty z`s!K{O=dw&%8Ozx-}~$D-0mMSTsQbbyScIn^}8KLJIE6)HFfEB<%)Bc+NbL&>z6W7 zUtWD#RoQ=$WkNWyO};bnqTDCBYO~Q7Y1X5Ro@6lI%uTsPu2M7C`W5s%(U5J3qAV5p zw*Nf05WD|kVmF4|lZAw8DP-HBoY#_}%JnwpU9)h~O(*#ur&-0o5p~i02q_p>DlYgD z@N%iE627pyGLb!y@1%PaN~U~-iy}#BM5;)x(JvUs*Y(<3tWS>eQCK+eXgd6-WX`(J z7^y0ln9d~6?W?rO_`I67ADwk!d60WRT2SEm4}AvrRM7N}-a+|N<p$C%mREOW^e&t` z)7EXdzL1DyE6f-(@wJbx%B)eG+a2+M+(`4f>Aw=N{?S~I9c;P?R?-=9Wk;o`=dfd2 zeTaAXt?&T+WasP;h+i3Qa(t!*k00m-Pu<BrD#84(yxf~q)dxdLn0MBlFaaWASv~W} zcfYX;Esv97CTUP93z?>Xv0nSmlFe+Ql&Ti6aP4?FOXuzOLiTcCP}cIRG=+k&RaV*< zOWm9(d+-RJAP2kjzR)fsC^wQ_hxBmbPyIIkxOGLN%Da#Pjm7zBPbCAh;L8^#bRhu0 zC0ePxE1R11fjozMVi=5PT6bDf4kffiT4IWf<Y~j{Pi0{GvaQJQuDshXRCj<edC4tp zYyR%qz7`8o7wyIlvPnmf$c4QI&qIwF<o2l8u<v=xFt<Wa8c*)m3(G#h5YJEYqD3C$ zL1B-Bw4XB~SNcGEC(hdR6{qm+CG3v4Lu(i#PaVzx%8<U2b%!H49sIkKF7E3XAK&fk z`^)O5&*%K{`cS-o-A`X{u;e@Qm-w3DZ?q8--H%YP>37Xlx!?v^{E+ZPR(_O(nA(#1 z&90a@SCTyWiu6{4*4`fqnB~*Y`s-MGVqFZFxJ1Djo7*PWw{7Pz+ug1<J^BGBkDEhe z&`wFby22(S3}<ErOXkV$em>o_lCSyng02B;l0f(Cojb(?NdU%Hs>tv=DC}UCri~f@ z)I}S6)d;|Qy6ItQ37c{?o`&+E9q-2GbaYFD%lH1DJU0NBh?nl^)kcshEYMq#9dQTl z3sPD6lHE9RqbCAl3!jfmxPJ{l9=cJAF9`+p0*pa_dcWwctgt_RA=@V!;V7?+JxBB{ z#A1pIF>7MDJP1zxaaR=Z2~hJ>y|gUEJNOqrjNdTy|8a^9ea^!IJImhV1A%}Wk3tZP zt^$4op5or%zdxW)#fO%G3LJ_u=$6`3iac_qx8=R7^$u#1en)+Kd`>5QsoGESxa~I` zAPkNQAK;DL{lk$V)kQ@n4zgYJ#|u^9+atU<<<lX8og3`fpg^i!7j}3Cda1janWg)f z&-88I+@;TBXZanvGVZly>D%$dP(tS31XfrfOAy52AI6b*CuigefB(7B;IJY{MBZM0 zU%>AgW=f18skjyoG4DSd!bO=^w7TL(JT1Xl2joh+L8cnzDt(;9kIZ_-%l7miH|57* zoh)-j;I^mt3XS=2=1UKL05!0<a0@9C&551pRnK7kWjt2X05aqt3}8{Wb_t_nz=M9v zbcjT_1ypVzsMQyL$@1aI8YNR{dwe_RCsutg!B#Mrm{oVI_b;Ejp9SJ9e125!JMq>} zzRV!jhvcxS2!b)@*_F9@P{EM=y(Z~DD*fWl(;om!oF3^p8!W*_L<}sWgwfsxxfjpE zxKF-dwviviGU9Jg8V8_m?0GQ%mU|NLWKSbPV=RN#vU9>k6nkmhOO~#p(`TwfQf>1M z_J*ie$9hY|-UQhem7zpjpgK%_2!e&5bD5$b&5N=@ff0z;HR4rXm^{NQ=)R>sNHvZ1 zDC4&)1Gft;W?0t2Q`kT%k>sF;sd*~wPqZaJ2M<B?Su<e?!W{EPvf{jvFWUohA0}Nf z6hm?@+Rc5#h+uC>YxB9Nl@6SD(@v8Jij;^gD)LirU}94QWHOEf&+1~@^SGzx3Qw{! zs6TPrUgRHzf~ya<m!5S8mNUpK{K+RX!-uob0XkKZ1s?S=W~cj}yPR2e67OxwF9mnh zCq5XM3z>{kPZvHf9$V`ZAyzQ=a@fRUihXPo;ubyRo1uBZ2qzi5bDCH#-rV33&a~DF z&o0A|lhkh-vi80oA^yDiG)3g#ho38bXhRF}(Z`OPHmv$zc~fMl7ptv8zbv>FjzBn^ z8gBHV1(>O4dcO5j@n**`=rM7B`@0Onk$rETY$}Z_2RvCP(F7gnjh3%wAIN;6x6}Q6 zy`_56Gr?8E-!xNPPi`fjO_BN|Q!u|ljBh}$B;)15`-E2+RC`KAIfJ=jT`mTt?0=j> znakRG)2AD7on~&uPj1pd;`7)NI3uU-_-KV_PgZQrv&{egJB!|L_eXA<#gW5VEQy&R zuj_QjL`fIoj_%^WwBelGd}OJG`F5?$LC|&PuIefp@Tx*mizEG^R7zLB^{;fu0xYQ6 zY<E0K2Jl@M^+E*8U@D7iVJ^*BDZQ&V_@41=<FSu1ONGkIl~+1_=_|Y9|3pFxV0ANW z_##Znf!#MwC8rl0q#C+FtF1T_h>vku>)!S_!{w~*wm~Kcd_cSotymLG(Cf@NpFPjS zz*+(NnEf?Pk9$t@mS1q5=fq(0e+^0NKhmi_OU3>%ijc)F;(#+^0cx6~)$sVf{exD$ z7V%omCCRfYeijZWr&h8p{Dn8bq&IBO>DV4KWoaxEQr)1UL#eI3?$E9C5A1gHzzY7j zxAa))FT2n75KH~xYb~62W*$E~=kEPNcAFv6W=5D8EVgQ%Il2oX4YTKTAfRgJqR2m{ zoQYBOh`Gm;ke_W?o*}aO%0E(2wj==I&W>umwN(U?sZm+Ig}D6mQ@s^xNg7-7ev2R~ z282~W-52wjL-1h(pP|idr&Ka;Fk1bV;u3L}q^{;u2}(FPgTG$~n*=WRo^Nx`06#xx zZY*?r)wln__t=9`=E6gfK7rW@x}7?;Y>+V*IJ3_r_t3f|p|99;30*s(O*$(|l`xxL zID7W<b8Vl+en5Xgi`K+o(-<=pa_5`=Xh?GHDIE*w2B@67(Z9JrzF4g(*b6r_0Qe>9 z2zFYI`o(pSm%8N<pFg>%xRhTN0T-Pv^M33xk6sdZXc-P`II<jlc6oo|+{jLGmB*Hu z4l$lvpvOt65u22)&)XAlW;sIh88jF4SL&6QL*-^e+CBy`cAZW`i%&TCG$j?jCzw6u zIuZaubMH@xc}vBmjFMM_ymuJP0)$fw!|2Jk`XM{H=JWE@R<}P^hgKBn+BXu-ks8X_ z(0c58s5VR}G-`&BizukppJo#!@>kCw^R`E-b^L$clJyS~(M6?EC1zwRb$G*Bf%`Ef zW^+SPiZ;~I@GN;-*|<+NGb`WdSo_yE9Tk^GSs9N8?h#7@<=~Bxj^<{l%VTy~xL5mr zup4h%`X`r^t8xzX-z}i!DE^KH3S-d2l*<{!+2Kj{RXEDKfwZVM%+s=prTfh1!XrMe zKii?&0>vMu#-!QgqaZH5VYmi>;ZfLF-Ad|Nj8o-H-4P-N(*u>s$978_%}qc(8O4^E zfi2cD!lIy355_1homW3IH^q#Ksz%BZ*Cb&<0xOlg9Wiqlry&0899u%8ofQQJ*i}t6 zn9M){%eS7Y*n)C0?cZknKSE-o-%yDcX}-E;W4~eu?Z4X;OE56`BKehSABYFrDaQL8 zSos`~b$yr;ShtchF2MEqb_HYd5?M8wNu2-yEo*^rrg;s(s1kIoF=}mXaq;Oy4(7iA zqsXh1`0n6(NAtDumX%^aM2y4u%YU;TQj=2Xp%4acV9EM)=T39+57Wr4U8{~*)456# zE=sSfto?QH<Z7_77@<5?I{y-wu8^|%K3l}U)9_1Ox2!V)v{j>p+?INsS@vkXh%UW- zS7Og(dCrP6E6|^j7;Wo)YkUBX9&xIvUV->9z-2Kaq;h6eztPk$Vp}g}r-|<Be=|qh z%)8~3<+;^y3(ry2AbbvWYoA|f%sMVucyEfCHE!7$ffo3xWFVaj)K!mqzKy{j>=25d z&%X{JS=-jEs&zK8gkju$4<Wb4#yBfoqyJYV<||7%*=t6>wSGkPlKj@EoQ$8<CeQk# zUp4bNKpf<p`~nrE^WX620Yrr4s;!XhR0~98#pC!dXd4J7d<~`88gYc(@f>Lv?hZ9? zbWSQXXsv43p5b@aZ|lh=8(UfhgqhEETboT)2{dZu>l8Jsl7zf~5@81u1n7*)t6gzF z`z3puzu206HdlW^x*~bu@oE#PE;o<K<JeLLk64f6WG!{ehYFJR(8<};oKCZ>Dy7z{ z#W!~x=(V$C+t6wY7KqDa0oMc}PnjLVAVJpuv~~I=r79>B`jg}>J|fN#nQy_#KPxj= zCa2=ZA>;dTtzS``GVdGXi1_OWw?!{aiBBjpzD-8%7AXm2b!l*DJ49l#h(2<SIdiSW zw56-MD*SCC3#Cz^PMLC=tSn?3`NABl_S3dwkIAzcM-=MfX9C<;NjFo4@(~xnnkK6Y zO;2ztA=@x5ZCd7&0tL{3Dtq2qYmCxbViWDG>Wxl^jTzMDM4>s+b2rqzS%BYkO*PWJ z=$nT)8BNADGztKvOw3Y@LffQJ@p0D5r&mz%V>WE%=}jAI`60w<96&D49Qpyrd5mg4 z=jd;8#)q=sG<m>k3L&x&ct~bnkz3RLA%}eB3C%8MQUArGk@pZSG&fJ&rF(15ZttUb z(d_4J66+uIJ9n}n!e0cALL<)w(yDG-fDT4Cl;_1|=WvqHoDBMD5p8<f&2rwCJXy+> zY7iWbXO!(lvEA}Dll`NDRFhePCnuf*SFsnx^Zj8@7!rlx&Q_=8p)7J!B=h2p3K$=e zo1l|vYO8=axs?5`PI~4-kqDuvphVYa>u+O~zX&i5+JvVkeTB~szJVvHl?Df#GT-1= zste@#-=BQPYR8gAKq#Zx!C6B;OIG}&`uRsZe}5j;1{#lxs6jdPtz8q&y3vl)yVRN* zo-N5kziQLX&hb#=E2J-MykFBd^HVj0LK^l|!KAZ7X8HqcKOf>_b$-CH8d#GA-I(4k z8Q1^?Wg;xqdH2is*!Sdc4`0lOj!0iUdF+D$9<cWkf>=Y(NXGFu)|k2Zw-DxBBtZIz zOVCk~1tbiU1--MCGIkV}6Qj+2X*dacb(DW%I|ind&-sLV#VI^vwzg2-8)9O6I+OV? zJW=1#!M1V8fBuhzJ9Wb;WOc1}_@HdGe93J}Q_KS?<DikRlEVq!YebK)?xtpAfr_pb z_uB~UoF^>Ia|Ki|^ymYf&z+~U3t52NrOYKqc3SQysgaogol*3LBS}c_q0gfbr(k5z zmIU2X$cY0yuV?9#_5n6O+HhwSO);;sJFjINm<cC|n~bi;WYbV1(Q;8YDe`VkXMMjA zLyeiR$H_}w-RqPy&m*XzUQxK-UqrwBHN$*%kZaC&`q1?#p)uJ#>6MtpfS-HSwgTzN z*WdGb!-BKOBfbtbp^wh^sPVrxN;pt@$BTzpnBbQOut1ts4;6(aic~4XgpD`vlRS9d zz-27x*6y^$0U8mUc|cjzcMB-0AwF>6^G=4OoewgXhV*R<x)Jp6^jU#F7uXWG#}t;G zk1((utFDq1NbXgx>4hu;zX~Jx{DF$T{zYKM;j}2gkQnyu3&!YRH^Ini74QItL3;u3 zdy}OH;8wj9yW9CG*NQ}EgH)Du4Pd#l1v4RK)ffRmaYK~oKx(pAS{(B~%*jR6k=^0* zTa-R(VAtJqAd?|?<x<{DQA7^~Ek)4@s3N+-F+DQ(q4Vr50WAoH@&!ut2umPvMPcM_ zV!0j2rY+w-`uaLNB={#Qr$x=I8k2S~n?t$|%c@hQGt?z{cS6ai_mrL&-|4D-&YLbY z&<9$gLs$>i1FjA%J9{&>JisTZ!bMZ(3zecW>ijEnCb4k%mHIywGhL|Ulf!LE?>QY$ zB+t%lcgM2Cl&XAzBBQ(W{Y#)yk*d8LsCTCUw=C+VzrTdHJ#Eb1*EX*5>LLEsp%U(C zrH+hMyQ9v0&dO6gbihraf0f$zhQb0C{Q}Gx{En?xVZ!OxI_cUMjCW}Cp}-@1`!i-{ zc_bse0VtS`+1nNxjq=psD_K)Elnt?ebWQ`gbvrc+LTYfzP7?}$qCiXu*G<uea^Ht{ zVPaZvV)9OgjH>J)amE2FLCOIVk1&|Fe?l6M%W(Qb1sz}6YBdnQ({_CPRm>FghM{wU zu56kyam<jxIeLYh3zCyOw>5caJA8A@slSb<RAqzz7&|0`jw>=vcGcIh{CbO{peaLr z>nNuW55Rs<HzMGcwj`0D^-r;rF607NR-OSp#%OaKY|$_KIdNy?<{z6q6)28p^d^?m z@;dn8YhG}w8J^CVLUVI<tq0@|N{GRd^B2Z$!;`^pDhHcl?}z6_PoDriqj+0$Y8aBy zS6Hr%V>jgB4u^Z7?6N+jt8dRNX|^gDM;ofMz{z3n`@V0r(x!#$q$H%PvaBFcHm$>Y zf5K(!7lbImnml~c(uM!<XUD4bFo|F&Uf%TrB!fZ5ZmdJ#8TEd3aZ!>LG5nW+rTiK* zeq1{wm!9PBWXJyTRH*Nt&J4PMZjGG_u2#!^SEykBP}7zGMe6`qZgyYq74}#jst2;% zFx_kzh9_C{T$tc=xc}rV+m};>;fM76YyJKj&Pm?(<+7n?lHYDcsW|BS6t^E&tuBUA z132E{`qQXFvW$u0+rCwmA|xhtwGS6-C5tq3C+ylZ8Ms3qk|3j<z8`p&CGzAcN2uC& zH0Ku#>f&5aInh7AS^)DyeqFdze|U3LEUqdS_z@Xx<*RF*A<tO67Vc}*PunON1Q?E0 zb<243ep=^Ep|dCSoT2@5d=*m$<Caa5JtB;!)^SaSWeCaf77+<+FW=8vKAplG>7Hj7 zbmRQY7ue)EK{4%JlUqxplZCfN!mHHSui$wjYeSkdgjFd<wa+T7&qrcWo-)-0X{yR> z>+z1W16gFv&qIvZ(RUOE;-%umP|n=k{U++1G8xphK>ZwwIVhqcvV4Usr=_iu$A73* z#`Gjljqfdb*k7Y#0LsIfKIa|%cLf}I{wbts90M4CAztaUN)`3@V!nrW{F+utr&UGA z@F`pN2hSOvcLcK@&INA}p;QVEc29G>7)_I!Hf_q`v@`KNS*|Ad`fsx4w;K7LaF;#N z0bTWElRU@HSX$?5$;PEJ4FqtS<xeVaRRm3D(v$Sd2131xN><bh{O{@(1gy`-#|iLB z+-*sWIA_naXB4?!7c;rdx`Mij;`VNG78f6z9|BQ|#on)G-saW8;H1$XXJs6zqH;R2 z)+iaDyqSK3;*y*jJEnS*dKa})Io&yKTggng+t_dxFUGQ{3S7`_5si`r^m%MC?Qatf znb3}9r33$=LEFabvFvH5UyRdURU&5V>Y-X^4C8egY0ek2&QVU81Az&S2$auqV_UNJ zOQFePO>}AKU)z`S@Q56~^MAr-rgg5R9{XL<Hhpo1Ur+92-DCEP+|LWbqM&F*<(_!Z zz|9?)V*6w@K~h&n8u5abViy+?HDn1FquU|MGs?Jc%Ng7V>*qZ?Wi+1agR{Lv+QTUc zy07_j%!X109sAjbF9a;;3JD(dRyG}Ysqt7nC)&c}lP*{m?VKdSegCZZ4x402+v9F3 zs@K9trrk!Q3_ni(VJi*^-!~O~pG4)yii++fSNZkph14K+qU8f(Sz}DzZ{gx~=mC7Z zJX{gA;-+ZO6RlX2ZTWDaUC|o<gQ%mO)2G^RHfJJ+7^rFM%&90@{0&l1-Ad!E1ij)( zdl7Az<4UGUrURd?keqzGj;TYlej%2|ViztL!(U<Il{50H$Bn-~?Q)cr-bLwck0+Ha zy3H5vzg)7UG#!NxLS&|S8!^d@wvj{MgojsRzK*SyD13?3U14L0$Jad<i2l2Dg=93o zS&WB1GU+`T9@#X{W%|gEpi$R~=LHHpGa8BSZB|kOZ4mFcD7>ANa6!g<6G%TT^waN4 zyG}=lD?IhRZ`U2DWrGi`$+aW)7Im{qOIK2!lahCua~!*@-mUv7KCD*1$9rc4f8IY! zS@^xZcNj(zJVGU^-)oTuL6fUa(@!sgDt)!|KIxgFafOwBbMn$^*fmztr|YJq+DQAs z(l%&pO{^1aN6ExAB~pkjo`rxBa8g%cp-oaBVH@<K4vq8FqoA3Um|W6#W8~S?eQQ>0 zl3z#(eN;Q^m*QWDP_a?*u<Y!t$$lYa@Jg98K1k`*Z+M*6u5+)B%dnG+X(Ab|`z}%9 z&xnPXOT-~kQtfVTN+N6&8wI-j5#fat`QE5U&;0tD6F-Ha+63Z`Z>0PTCPU0xRm-r5 z$IrU=!%5)7&mv}PqH!g@j`mTZDgsn;!XMu9VOgG*5zpNb?)UsYbXk3U{lF#-lTK^{ zZLcG~GHk@r!`$eX$Lj1+pb<uJynx|cfKTHc{eeG{aK8o2$*x$E^3&BD_&w2z<Y}@d zawo|)FH<nuu3*~7_;zSH*J*kp?~K-y2sZ>P>7xgHohJGE;~Spv;5gxZo{0Q##}aP! z_4hd_Nc04(&2qJ(iZ3B7JhM)I_Gpfli=-80D`~4kxj_$nSTU8}UU-z2@~_MM>>dYo z+^w#`!LCH6Ph)yvZ6yr<?lv0iG)*)Kef>s=Enunli3{qbJSr|%cxx!JYt9~T@W5Hf z_YNU;B5eJq6XjP&ccp2cKXSi+QAfGd@EjjI+qa3ZnYMm&c6o7{tqy^elYwc<n9W@y z>kAV1j|KnJ9NU$&EN+|+3fW&@1*jekOQaQ`-l;G$46S&B!};mw=38rG?Q(7AJLZqw z?+-YvGqc%hWQq&u9uhSbxMclU5HOpf{@_nxHa#yoRI&14G#5q0p{<qSHCFCUVRv07 zWwB&HRzC(tl*IH1ffPf(j2hcLEcFd}#K=#HY<nmTrq9r|EoC?L3SMh9O3aMkc}7LF z{)UJ(OGg#|E$di+8D+L)<|gCjhWYa#b4tp=&it9>j-BkU2#3x&D74SCN0uhPly#%6 z1ex5gaUoI+2(V!)>wX{;ue0y*$>LX3R4Gyf)#srH>EB6Pf~6@9UzZmhg^p5&P+GqB zWOkmTP?8GX)LLes3_+m`i6ltN(I)J!Q!Aq#a1ud~z<z10RAoFXNZZk2E+sO+fWF}y zp)at&y=mc?=YshGDPf#u#q!m8Z%hpK%PW=km@|wrRQr?H#cvq6`Q)zBml377g9%<n z*=Tcm(5jc62D0ZEo4u`)xfU*##Q4=8JgM9?JP}OO!?|+#k(x5{t5XIKs>&rV-fV|o zt4#SUb^IlHn6<^4p*&)MccYsZML4shk>21FRb8~9$y}euQ@bh40zt}eyaYwG56swG zNg`Oa8awVea^f@KT6%T=GUf@%yUb_$9cg*=NH)Pa{?WVR&*>C*f`|jPu!XKXq%6^8 zv{Os89wB@Cyb1fh^&Pua%I0(OoEd*gt3W$m2N@-)z$1HZsTK9&4EBmRk9I~@RK>2e z_^0+s0@Y4>)fVFn8kjlH!zl5v6Rg+AkVHuzN19ICONXiIB?S9rjn2I%*6_EpXAl=H z%0aAUzUEfPzz9nxh@Bn?tmEPNxMQL@Q*1v)VvW97Xg85Lv_Q>s9~x9MXVvLQH`MLa znk--L|CmBYeCKhFsMfd@5JMG5r@U4y9$2k4#oGH-dGE7WVD;?R(P)v{67n#_T?&!^ zW9qD<s(QkAPj^UnNK1E#bV_%3Dj;3b-Q8W%-6h?EgmkCUrF7omd*gT4;t$tZ#~m|! zX5Q!dJhRWt3SDzDBJBnnSB!}iAK`Z<(NOcM4h-{{k0VnHzr+9WeqKc_wbwv)af~=I zr*laX!?^vW+Ds_$v(Hhz<52mS4(khQ1o+lkbg6yVn7S2%WLFbH!anI7??+-BI-b^H z0a?huRl!Pm`w9VApNXks9A`Z;f^M`-YJ|J05M2F-bOLCVc0P-z7m8Yqnf`sdp##G) zgWkQjNmrLzIIH}w@weLQNDEFc{gU$}B>u<a-=z-WEg$#NoRp22L}RoKYof(w-Z9`< zO+)yp*T3CR2@{AUSLd}Xb>Yb$FsOciuuEJkjk~LjtYkH}P-#46quxOn^b{`UO0i)O zhM8IVh;nsGGuuiO{FEhMU)ZA&g%sMwOb9KOZ3+2#4OLVZcQk^+6A`I$5K0%5K5MSj zl?Um;vB69vz6xay>V&6?#ZEH36N-&Ab4yepE}HSm)4vK|0;-c7E(A%6>+`DQPI8c= z6b@*ec3Yi*Ajvb)B;J9YWF#DkX7*W6T!e?eaEi#~`d4Ad%^#g6l(#A+J9WErWtZq( zl8BJ@BQN8^3KiQL;N)1Dv9)BC%vf-)yO$Ri(y|!Lng{umj2I;StE72pXx)j6u91v& zVg1-Wab6c#`F8PoJ#)C7fQ6($FI|kR2wB!^YNeeo;#Iwinnp~LU7ZMD20f=LLZH2a zkzxqlC_ls8>qEp@k4kklNvD|wh)G0OU~mPr(d9*J-py0&B3&*+*nTf};6d0k`jUtT zK5E5|J^jEgO;@LhRO8Y*iywvTy5tY#$@XaB{Xqkf{YSQXNONTZDr~a}cqU<+sb)Je zl|N6te2j~;V+#18F3|n(aC<RfImOltso(oSi{}xyYwiMOo%ogr!gig$zK9hIbTwUb zDq;=oFR~Aq<$Bxq328wp@CQPeQg}mmSx@6`BLuF*Dpm`Im-hBa{PfC33?UNrhdHU% zKSR}<^QR0<j4Ggln^m@gh8eXtxjmG2rwlK@;qD7MF^@xKlZ9>v_3w&@i}~6^`<dvz z`<_C~i}Pe7N1BMooT$sI1SMQohywmar)HOIYoGbO^oDWD#o580(;c_xlVgANzT!uw z1Xu&7n2Qg~W1CI82wW-S2?Su!BrT5xqqU0aB34GADm3_LkOZg4Su+V2TIQce>qS?P z;w~YjE>(EOjGJLEMksx*!Iq5wts7~aFn*4}t{@{PnO_AXZ{W~Yu6I>S&z;ZYm%pqY z3%f31BI52w!dQ=U$Ngl9YE*i|NyIONY$Fkuj?%5Zp*+x|bXY1JT_K}o2pT-ijKi_& zKG7X5MhA4Pel(nmAxxr~Xj!3(k*q|bn}f=t?uJHA6+{A6z8*Qm1jKB6=G3k}Rb`Ee zB{jA-1`W$5m|N6nZ4Xq<SVAe%<LnmPDjn>>+OBj^iNmiFNn)<k(TsPnvQ7MZ;&amS zpn`nvAiDOi91P<&;yJn|O;O|fm^~<6HtbO<?8!e$$|vPwU@lXixQ{Zq!lcU5a3>wF zCx8ub%_TJD9QKb|68!-mlu8moq>xBNjphv>t8vpb(twMUUGHN}3R-cl`s-SAp{PVv z2P7CYBLVmIqpt2ud@}GgK86N6UxF60pd;yIBDei!b`=i6ud%if#@R7o#;}3sQ6RGi zQjXZAJnO0tp@>3?KrR8%Akyf2Kv2P~JGFg*8lS3Zln)uXh$tBCKca{5JGh4svZ3T8 ziyCm70$kA{B(5<>5~55ppPk0Y^M7cEesxQn(g>~~#7vAcW$3XncK!BJ1x4qiMif)% zp<x^K4vWgm*r?Qn%f#P}&5`jrisd^#{si+K9hD3_sc9A$n6VLt@w=%FkH$`l+HcYz zq@sI~*ZYfpX;&}^zn)EHL{2hU_hm370tVL|7tCMG&QK4GK6D8IA4|G8<bosk-LO9E zMfdIMx6OMkV!vM}eT3&9TDFvcEjEyR>Uw}Z&Rq|s&@Hp?1fwiSyBVKKRB3u&yVUbh zdZY=rV0tE_?wNW-E8fk5eTGZq%`kMM{9j(PNMRm{fFM-LvmOfVARX1fEgu-u#6|Wl z5gTh~eRk96=b`RW!ro_4&k)SC4EEGI*pOsdq$+uFgSv^lkt}m~Ik*{AzEWikDs)qV z7)1Tj?g%71C++tbC@7i3^MwP-%-F|hw4#eVbK%*Ey1~t^3SY#EDs<=&$doDfQBM1Y zrf-7Ualvuw7Q5x>k_goc_p=WbmVYfcFSB<+Mm~)N@slHx4o{3$EwW9&oy}MVa-wbo zVF>1{4!tHQ0Xdpu>@b&?x$6*1BqoRK&4d?l_cG8_H=JXqG%W4$0_tS)N4R@xUA&+} z`o-eXp08&nHc7>?Fi=9SxN0Gc_69VZ;cpPQYF*`=$+2^B553r=7dfv<hYC$ay%SE2 zX!|bSz`^`ZAkR1bu0Ml<wRo6)DykN3(k;vpCDPX%E}s?w8+_BsQ;R$;u2%Z4;Dhy< z2zVDz)oJdjB>0+}QD`+&`luC|H#{HQ!Qn%(=NozPIwzBg|8$Cy6$37FP)Fc@AA0K< zHYl4osst7(-P+uQeq|%c#XJ=HIO>`85hfVJ`k|x)LndgNV71B)8M8UcPQ0^(U}0`O z#_;%#6tt-fe{>_$UI}(q^qd49gr5?$ED_$iM3hu;<btrCC+-bWmlRyc30CG-!|wQU ziWe&=t6@yA`nvRHeor@=irbw4yAmbjzShI0b87xi-HlN)Qy4<?lEPr%e&*?D-~88I zUF2ZXac2{x{w<OG!c0)yXD^Z;XSN5t2Su<E9V32C-hn@A$iu*nx)BdWc&$HEjDF%u zt)*jVEz5@Bw0|0*#LX<Jx31nGXf)8pxG5E$pIJ=8OKXLu8!>pu-ykE5HJO?qgQ~JU z@IE72rT%5EvG{U0?Sp@I7`4eF$<%_jnbD%aGil0RRUZ>-Zm**2hsgB<W;!|lAL`O_ zeRoBvpO*OMV6I_Yk;di(+i@*qDhcLERwL~NqQ3Yu7je_nNX2jd{<l?cYm#XHaNJd< zFfdEkjxrQ%3z`LW55eMA*w;#^*hD1Xq7djdV%^kP$yt^KX*2vScLY0>NBI`iA96!N z@Gt&@d}BdJ!O!PDa>FIHJao6DZ;gk|q;x`Us&BP^%ip@}q1U;XJViOE4gOkH=WW?F zb^6K_Faq-_<R{54%6l||@O?{H)qE2$ejbYXgZmPR>F<j@*)RpkCHXnR#AmvuZPW+K z-*ON*WJAV?^nKfci8m$x7M>FEgPM&1bR0^^LvS-(zxRInA$Ek;M>)w!H9R;`@4lAn zz_;>g>YNyf=>hrY5d6^hqRqs_+5R8!(a;fS6_Hedw(SwN>b7U&BPJC-Q){tztY(D; zmoQDX%%V4f9tzK966c^|ffOPNy-2iL^j-$iFXw<6CG<+dhD+B`Cr`u7nu<NjSj2PQ zMn-3iD5=7(9iDQ_*f{&6jP6=*XCLB<u$2%H)uNr0Ro*V({tWjk5r9GsM?so2mV4-u zqNMCQY0uvc@UX}fx^08y-0O9=`Dn$Eg<wiI8+#BW%@b8<S&qfV#mwld77ZRM1<X8A z`5V~+x`u;WY&fwe(We|3MWEMW%e0ghi~Gahg!DZjAfB@IV&S7)y)BjuHaP&5OTK;X z6lBd`7&y^~-kzX)C3>}}pim2HPu_1Y^2_z~&1Nr|ZMl*Ec<)PYBC}^kyNDscO0%%A z5!iJ=YC~Wb8lFD=#}F~~P8jA;THK~WsFCch8EQmM#=;=mTcMmJMjQ_G)wvg$S1d8{ zlXjFQM6GW-{A*9f8v|`l*Ni7-OjD%?pWUCw6cf@9y`Qt3*_{08_z2}#w5@@@;-cL1 zqpzNHa)o6%!-pZWau&X&+&GToMYcDGI5CB$@y7jZG#?CLT_cApl+eLVhat0X$;b_L zm387HoZwym_Fsg7D}D%yfex1ePr!hZdk?GFhH$ImEqk&^UsoCP>$rA|mXcz_#@(RY zBktdVWE!jJ(GW*9WnB$@C-O4ZTW42}JoZnc*YtY38rHA}j0CWDz(<;i6k5KmjKKBh z&qhExQ~r&J5)5aQ!X)}s!W(N$$4FYER*H{wF!?DqD5p$e%N<9ZQpbd-S5GH6qI&bo zfV&#6fkP?i>wK2kLTiRzEHJx=jGGzfrf)i+1l^dbv7X7E!+<vLw>!XGR`Gy(n(5rf zp<+|Xr~aK`Jzft>R?|izmjATK{!B_mV;X-(<qo4<2*Z|I%XrBUeoSt;=n$swfS_vC zAxD}<-C*AbXQg|59Dx--vLD6KbR(7pjft;E!{a#KCVk#2Jgy@VLye9$_%7>Bs~jmW zjwXAP;~ytAs!cULdwK=q^3NsPA=>rd1{*k-zVfQ2nImV>q}Fz2(eQwBd7oI>14<!r zjP+-;Hg~_VqsY(NO__K<q|i}VV9hw&EXym{QqZKemTxX|t2apD5AL$^ZLzim*;4fG z*k|a~j@++UL-q{F*=Jm~lobE?Ew^5X&|!o3#RayJj-zChdi5F^BH|l<N~9Bx!r(2b zIZZ#~B55)wT!UH2*e(XYnOwqXEh#TNaRf3O7mc&e4>|vpW7r;cg(*Jx9{j8bWK1(- z7>Gca(1IG%;_QB-6vkR<P%R=RY~7SDv5Q$m)OJDil<@|mnImF?8^V@>#G>x<n>YL+ zC!#m!WM$Rdc$SG6oM2l|LNog9h|1hZ2E!;df4@o9p_ftnjSMlNhjZS`71aZugW(rt z#@bO=xnT||QnuPlSL@^occ)GD$Ii3KPqbU@TRa!>^$ehVL=pC6mQWCC8HEnr{;|I( zlbp*|CBK3VUod?!z6W7Xdt@;C;%GIQk)Dp>{|q%xp}oo47Pom3#l%Hjd&1cU3gAsI z`klq$JSJC_on%t_g&~GSvuQH2#NX`HcysVW6|)-jC(t;=G=+kpyydNO24Mx8w)Oq) z$Fk9yA*N9Y>rll)Ex*j@^eis$O;g4{(Z+T$!6lmc&+NiM&#Z~sC15Y24h7G0sd^Xt zz-Jx0T~5ZQ!GPXOG~*^VB_3sy6v~IqR4ySVlH3^FcrXz0Eybf5jna5=%u;uT1nNM` zJhN7ziB0mT(2@pe)H&9m;dQW44_CAeluklIRG8t+zk^6Kx2`uB9LkCqI}Z+4Z~nZK z+^WSYi@S*3@db(u4)IF^Jk3(&)lvZ45>;ltG?IyfcW8w~&Vx^~Q%sYXZ~w-_OPcFc z*ZW8GEL|^H9mkZ(yDNkM-mk9)!HDPv=GF!G%SXm@CQOBG+j`WZiI0pwv?HKBzFWK) z!cP4$^ygPh)bbry@q^OEz};iSN~xIZhPukJNTW(T<x?1pcC_S5xgY!#m-;&==<6hu z(LB{}KMiPjayHneQ@F~J59(Id9;aoct_%HCQ#49cSU@^x?OS6l>+D;L6*Xv-0^0)i z>J(Nh!?S*Bp8Z9p)Oj8$n?0+->asa+aD~2cZg<Z4tvDJoTnG>>TF1KJlVfW!AZP@g zVxDEP3YQilsGpNXb(y-jcUO?MR4%h6=+zo;m!}das~`B?I3DK(@{KBya3UR32n5BN zPHBK@54uVghWfd#(RincMDjj5N8&uqo38P|E?y~KxWbn&<yH}sUnsM)%0BZ0UDHuy zE3G?J)iaLObrTY8FZHz}&<S+)2S?*pF5NJ;&&hCKZC%c_yy&nFV;vaBwF83rWP_Sj zbUX@zh{2WIX&U9*g|lXmZ|I=p4#vXfXuOsx39E@y2{Xk<tk9gcX~fo~gdZZEC$~1O z{?&+A_@<we{;LW;*M8C>cmJYp4-SzxxDWwzc{W|vsswbl^#qb}Tgq+I^B>>qC#0Io zM^}x;ReLiCp|vX#8&XenziYh+t!=|_3&V;jnLP~wy2fOq_&lL42%RSe)GLUe39vw7 z^*_5gOt5ph>)0E8?nk?y#zX^hclubr^8K{~YvXN7-g*NBjm%4SzJ7DzFLj3RQdN3m z%6ng66k|0xu6EJ9H1=?jeX*ocsh?HJ9g!IS)`(Yg8K%*R2bW(t!I{c|A`&>B?sE6> zR1RD*xQ0ZyzZtP&*g*T=GI{hl4$kr7-Y?fuSr#eD)-SDu5Jzrol45D4HBc=nB5?L+ zsoQ6Emf~8;Q@az}@-fs6_$Jh%m%8!vTVEi8)OD-I4aE6gPU`vC2O&|zQg~uwWv&3X zP)`5r`13b%33seRf=|yatICL}OMx_#CTmW-YW;0fTfergu~NoNfB0`?#1gjfvh{+e zpK(H)#)|;BK9Vt9crI|Gr8-`=uN~b|_8x}^$(C9xzJ<QfwFqvwepPkqSYLpl;h=ZX zoEF#!R@V{3u+xj~-yW;ZZf<jP3@0Mgh+|_m2Pe*qpGICLz$n{(!<*ZY>w)$PI|`ss zu^_^zL^CFOD-myOut#AKG5Zcmg90b#e9&nrq)QREDA*Fh{G4*w`i!qVj7Q{fBZxAo z8fdyk2heHZXDH+rd!Z(zUzkPw$FarU%4V8~iAEDyBw`2OPco)o3q7?fuB9vAfBKnE zi#XUoP18@6&PtGrt%EWIrPTI04TrN_(kNbH2^Lb8onPS=l{%8**9c^z+LZ$rw{?eT zahLWCKh}a4eYVT^rY91u>N?Sq%G+ud2!yh?LC))6io?p6{~0Geuas7Ex-S<`X?THv zvO$>mDy`|xW>!hJ;s=|0`PQHI79LRr2R8L28iCj53KqE01Z$=y%jZknCB$cNPl&uI z^`9xSFJ@~`v1SkkuPDtR$%}`2_@rj@CQ$~(v?o=gX4ajeq$Dr81MhX1e2;xF=rtSK zhk?`l-9#=rFc6um1>##_xP)!;Cmx6fk;Z6=W(s^{a!8!?2jmd^SnJ8%w=t|{k87<Z ztY2=*!oZ8Rw76zsro)7Zy-~Vss}G<CTU%Kc{)kGVGsBz8-D09m71#o3)wgF#Pdf4= zMWUG?g&vl}DrRYk@7z(vCX(pduxy1VBB${qH;^zFUte<3>&htn?J0tUP9A)f+9HH) z^z8XUx|CwST&f^V&(E65{uunST7&PCs_iNt#Q`9}c?QiW$`HN+ivXTr!^@k{G#ErM zQ*pXySc;QcNE*|yvKl8~2}l0TmMz|ftUP#0{F3?PG#M!xN-i=E8&%<S&9RYhn=t$q zNM7VvJA7~W2(ypj^=4Fn*gS)xk`QM_N9ZpaafBGYHyZ)bFsQfyAE0Gk2%}LU`L*-| z8lo`X_*K8V^xGlYRuMfLw*Dl|FIELL+s!W8_YbX-Jj6NvTPOKEdD0ffR3v)<vNW3{ zimcfYT1zFiNR;+tYwj$v)xn;jMQ)H*5#7<2>$`{ot9p^Ui$HgnTa>eCiEY~dwCqEl zZ6#(RP{WDF56iswq$z)LqAvDJHyJ~Inw~7O-dDehKiA4}A*KV?3=jBaZecjvm7$n$ zrjT~@_cZTW-z>+<^ulNY+7(;%dKX)`ud1Gnca651WdsOx|E=@5sri_2v?$4tU|kbH zcmC~vg)tS`y6%a&aE%I)Vtw;#1CxORHgjmbU))))wFkf{Q%?4%>b$P~`f=<^GJT-e zsJ;(-t7fN#MH$x!$7xxx&&O5<Grkk8>aH&PkWrQQe8VKtS3G^Q$?X~3{I$4)l_0z4 z&$O$)E(+#6>I;@Zq@q;?%WPoyKEA7h4aTC$B5yl$x`^7wyp}U~g9c>2k~jUqh`Wur z6~n8E@ty31@@#(@$`7=C{txx+)rrKVc{3Xn@0kz#Z>Yo|{ZI?fKw%dLo53{`{tn<P zlZIaW2IF0l5jpNz>!XZi)5Y9MGHqlubuB}B&1r%~Cb?fw5Sfw-0B=%xVQ^-r^{w{+ z%7(Mx{jjgYG*;EqQ05quowzb}JQK?b2*p|Sck1Ik?x?Ql`BhbnumfvKP^k?se%-nF zY=SJ=-!EFF&eS&CvG}1)e=*e!_Qr^lJ>dBpbDlvPchvX5t&u!dkMTcsSNPFU2rke~ z7l)l@ANKA1kC9G$#no0*$K*sFMs&pI!i*_0gq>A*hghYxgxYZ#@9H^K$?`-8Q!b+M zBT*>Hr&@P6_t8#!t=zR*=W2y!BQHh}niaw@rDfdhc5Rb*FDcv6Q-7Ks0k1qo`12HN z+0Wv-8&(3M(1G13ZxYjtkV7kX{P#3h!-9UsGq;{$rN+jFg1B?bUO7z=Zj84A&(kk> zl_X!G^KUsF8QZkf?Qu2!<f08V@_ieb7q>wP+!C~rljJ;F+qvIr3VE-I7D|GZ8FW;k zWP-HTyH<*6)<%V}-4FdbMT;jo341c|;h<B&+kc?N?N<{Zccy_9=EUe#6F^`(sqea; zQWLPUVknSgB_zO&5RsJ|0+%M@Z-Af21Oct=EuVSmQ3nx1Db|i9gBBBiZlofR`L?=P za6x()O&Ud+D?)me{GN$agq3-smWo4$q1#9l6=J52Jm4ZvODa%CRAeb#e6G~KV6x|p zIwd~hkzxR(5k0OjD@|8145DhCpYg8j$K87)DJ>+lZ`n!8{)<d`AMmDwZkd<@HP8Xk z6Bc4JzAe@XMnWV1Y!n$-lKuJqE3=N80juD<C?&b`AY&@RJ^F%hD|UXhN<2(ebTgQ7 zHEtY4xxv6N+U<}lj3`B<n&eGHm>o#E07QYjxm4+zj|{01(iBl;TI5wkrB79o_ig4G zGm4GbL1KgM&QxvQx?ZvVrMIMfyanN`CZE+>PhkA=jX2?@s4x@+TSh0*=nd$<Qewv9 zOX9{z4JTwco0xnaV2yC#7mO|?#FFfRT5hnwE+bH;3@gV79AOPfBjk$uC4E&Ud2b3a z`T0A5&~fSCG6f_p*o(J^o{U*>h2^4=u1=_iP###e_c6nwt=T>jbWsj9hDjG%QgRIi zp%#c?34B?cghc7pBCnuhj2|k88&(rYi@{u=oY)Cz=G_AXvH0yNhsWP^Y(9T=xk2cI zXQi4`_0k5+7_+X7h`JHF@dRz&7)Selk46|oP_0W-P#ph*B*(|HeEhA%mM+3`@suZ_ z5UDGvg=)!VAU_D*uDh;E2EXHf*_wU#ej9<d4>%Jc(^jf=<bNw+YZ=h8^u6AKdI5Y2 z3~0dAYEIBZ*tan-$?>}b>-_BXHaA6oZc@H2mn8Q;n6KnE2;b|1x#-FdtL6)AmLUyI z;=km=q8cf6oTHf3F{-VKrCi8}b+jz%NeQCYBmt+87H)J`kGEtJZfp4H_QuQze6!E| z8i5v-Ua`ma8q}Soo@mfwT}^ZqtY$d$0yH(}#4SsqDpIi9pDEhp_=OK|S~G;x3!w}G z<=6}&@jT|Cw!|4Hc3v;GM*~F}!M(akxPdxte87XaZ61pA4)@@YMOscWumpDSnmu0( zv@0;Hd#wVfW!S;h^f>_#Dqsy+uICa5vnB^HmPE4(apjWJ<^~F4bpiMR!jI6p;3MqC zNOEMaM+Z`=wnEJ0Y8`(A*#F2=r<VH%zrqoX2qewu^Y7q5e{CgLIi8fBg31fVm4hG6 z#N$a_2mJ+f^X+BH;HBCc*vsA(?DbdxG}mYMQxPfLvU#v4&hnjfB*)QP5z!oVJy(bk zwugA@DOa;%@<|=?*)>pe*Qvc1xNMtqPBR-h&-{l%yT`^ABB1LJ+|7U>JzYUZru(I5 zD(O=DInaDC@z+GqV*XVKu=6JQRUb8(eh{mNRitC3*`tjpDW#3)(FH)#xu_wvJpYgb z<cx|*v?^4FJ%3#JEioQGeuPaC9hSJ*x1lt4spMYVFDDPU<~m8_`BNHE;Dg#z$h=kM zXe3Ln%X>q(5PC}{KsEausokMGMtyX|yPDnr`m?o|x`~*?x5w-l#OsA*Lmfw6^pL16 zM0~F82>4V0%u}5hkrcxgdnD}4Nj<cWEUCB?L^5rhC6jnz32efIdr{LIKd8Dt(TZB= z61Qo{Z>Z0bEt|t5RZ8?#S<<T|@zJ}CC5aN@AqAVV2XZfrw%{DjGwfx|=Ppo9y_3g` zQKX#IpsPeqGz;0t2&LD|{-R&1R5!I?(TW3@LnP`je*Ec9ywaaiOnxq)Enu4|c6EW8 zk%`u9OMx=pfPny4gj7`&&=wH%dViI{L(P>Lq-#UdF794W-CKJdzJ5ZkFGw33&l|Tj z(dhYhI%7KN)=aEP<s(ghXmcr_96vdov=z=Wlh#1wN$1&0y%`8ab_^j2WjsH$D^!Z_ z5#3Ok^~?y?Q8jQv14}?36G6rs8={Eg`@Ri7?!5bPAGMCdU<|ESB-??v&+JHm555JS z*?et#V6-87%c9_|`!%=fru$}8H;4uVCEu02UC2Ps-0sN_7+a22ZwB{oRf>+GUPxD; z+D9+Vo5zYppWS42&MCI*Uhcv}zM&C@WNBe3TiykrEAP8AXS#%UJ3&#9yoLLEt#V)T z6Q}8yf}r-_spa@BBv59VrKcgHuHyo&NbmfI>704M%8a+_OFThH{uDXkho7RlU^r-* zF*w?8!#YKGU@-hukneIBcjgM=h!hM6-%r~j+L|7DgL^*^aE?0q4MP&E{;L~D%3e-E zX0Vb8yTYgtmc>#Og=bkcNzQkR=nhD(>JYIk9~2bKM0=mnB32oir1#}6w$!Z=gU{w6 z7(VoB0|_g7;^2%(sE57Pyqx+NfrG&VRGbgXZxkmdERl<#QSO>eSY@)>FsIn#nJ<|z zax}N;01u_krb}1OFPLsnYHcErmh>)r3$ScZGvO)|z*VBSyzLPuzkyTHp9)P(JXZ|| zlsCsUEqh`e=ZzZROa*Y$dJbGPdVUZY%ti8bg+J75JY$e>fEfUAA40Z=K?6E-B2fj> z#4qnJ>ZQCzMqF@x_qu~B!1F5{Qb+H6P7N%am;o)1Iv&uq`u4rD8H+@Ye77O2AAr+; zZD9K<>%Syw?jKXe2qJrrS&BnW<UrfAa<=02(yu6)EZ`YvrXg}w!-=8Jl@j{*?*?rY zu&7P;*7dX?R6YOJ30Xt2%?;c+PCzzRJuY=VyrD(u+0H5|bpWWoP1F-nuAU&6`-v?? zgvd0iz)-z(Qx9k2t*Sx^u<(Nwl0IvCYqVE!5Be89C+6|w#-&FkdsO5}(|CQ`b!4R> zVV?&~4#05GC}L0IXfbvBVO#i#(XI<yQ~UY|u}i6S^3rlcqjwd+!Lqt+++UtL^eM}a zv84Z~0K8C~s~lW4KI>o?V?dG91s1Uu!*kD`At^@po06P93Ghd}*sbue;UE|Et}#|} zwTvRiE``#ZiN4C<#``_)4%6^L%%bb^s0pL+QL76kS&L%outFIVG~YiwuM}YkYZ0;2 z-yk3;8>9|Ut`Il$0J%c|r0qkSm|I*5x$(j-w@vQ;8_BLxrD>ei=>O<jvw}?s#k<z_ zKXB5cFDl=Hu4<~=Nu$^<5eK>n@UIo!`V-}NnET8fO~YTPKrjN0pp}Xye_|$x`vnOF zyg-g=iXE9+bU%09u2r5EJ9h}cKI7h$F5Xz+`33?L*!b>7-USMxx~vO>Inh(&4p^J? zE9btS?E(iHIcHnAeQ^0k!<)vjSy{n&(=&9VjW{ks7#0&HiK`_9u`V*w22J-^jir#F zj5i@U!|o{l`!KGAjoBak^+Q%Vu#3r)(uP0=O;pzt`u&@jP*%n%qpi(Fwl-MiM0lRr z4cJIC{{b^;4$Svi>RxYkp2mWgUHz^}f-q-5kWfOadZLFE5TAR|PEk(~ChN1j*fA`B z;VSbe@ZMm&GX#9TB631XFWUI!Qc(Xr3JOTmiI`wk*K|WO{MGpB7=^boc3u|pp!BB_ zW=~Jc5Cuiw|HHwCxSaSfDjwQX{!_>m&MOHMFxpoFkT7R@&y0D+-W`8aa{Cyh3H}2F ziMP`utlOVgmBwtwZsA}GutH*b!}nX2UL=n=c=9aERa+5=5zfFhAX2`CIB7GF+A=&k z4Vm0l<d;Bie9*ap($jLqfxu5$W7K`kPo94VRBci%RjEO;V^|(=28Qp$K=sfR?pR&b z^!!~_{pE{HzQ&Sc=!i(K--Iw&GAJWO{uWTq7)=z+=2$l)Mt=I$oDbP)lC0d}-o2ge zdk`6}zucWsM0)3Mg>9g)oW3VV@Ctk_=I@RB_``_~++<i88^BL4wgVn0oim_UzBQhN zsp7{T+C7;XfhUgycPT=bNGQ`MKY?%qILr(4t5G0`z`KVZxqswdt^`7V0~3f2FDpE2 zfmRd|K$7QOqUh3cQ@5lLiHl#rgisc+N%qBzR)ze_?^P12te4kvMZ|QhY_m_xx)uNV zbM)Ev4=+7{<Np6XGQ&b7y|1vBeJZi+)Kf`A1QT$7_xu{#5I(P_3(5I`C+DIgV$al; zbL)uQQ1sPJkNLHqNJes2`QS=~QzQ!<gfr3*16&A6qV5#O8dH?3TD}SEYO0>6nPfl^ zNS4;Rhzcko(~1Ikwr%(DLc4RJMp5DxvLSA1pK33MHbeu4u8DA7@-TVP-Y=)oVe3=j z>LLi~i8&P)!_(5i!QZ)A|Bf&Q-rBpI`uyP|Yqij#!tB*|TMO1S^v3D$@27kBu6Ix9 z#becdCmO;}i!tQkv;%!o=tTfx6D#)?rt9vfov3mWAD<6J?fY7iuXc^<Rsn|^OGv@* z+R^HGV@vSpzXnDl;ph(Yn3}JTiuTSW&8q>XH>Kg`*gLiPX-NO4Vb76w4ItdOtV6Xu z9rz`9IgyXMMAsx(y1x#(Ep=wU>F_nnJ8$;=jqT0nb#dVlpkXQ3Ysyf~J5{J8@qxBO zeI&t}W^?~3n5AbAm$LWyAltK~J$So{J#qSdCpsT)w^G`w<%KC2E@6#rR8|W|Xs0-6 zmz}C>5D+!g@VVNztm{M`L?ossN*++CIk=2t?_tpf(*?U14I&=!1S2LknSo2N#qObW z^hJ&(0n8jog;LnXMhm;Hz)Ll;GtwNgqD>!twMYSP%EywmKmy!*pgA1Pcy{)*$MrGt z$}so}C?V|Sh&qc+_57;mDIb)e`yjhi)r~8tGm6>PqYL39U!(s04lqIX=kwMsc0=*u z3PITF`jyJtPbgb4^a2|p==Wjz>3~tGVJR0S8)E0on%1#ljK&L65-<JvWUp_YTRF1p zV0cj*ZT@Hn0%jsBHfdV2_dg^2#^wgj8>%!a4(6&`UO|<w;5Xg-YkxFfK0#(A_FAzu zGt{Dj3Zat7hoLONm5#JQ5eoq?uT!7<ZAKVjmjq7)uhA&a+y~XQzGf`teuM#Nt83;V zpvDQhY0<#x9gnjX>A(L`6A0^7B9nwgGsmI7hP^51t$5)Ubb$xyq}Eb}t8~o7;AOjb zaeOc`t<D>bR&I-<_CS!Rp$5lqUdp@ux3W#{V$ehnGZ+C-h72Dq#e=!O>NIvqmY`c* zG|@DT4}4`-=Av+3{e063?=kPS^}*5pGWhEjx2J>0?<TEX!w9#K^#L#;0JV{o<jemt zafJ=pmbwp5gkB9qnCe&-sl&`P!0HnD!Jnj0&<}DS<(PZc7iEB^*3B_h2_=IK(G$93 z>M-|xzUB5gNKR|F4mNYNVgYZZ?^!b-Xf1I?*@Q*P(mwVy?FevkPIgA(#G+kyzz%{z z5$l;jCVb}11K2juXR~dYdD6?PuDtAFU>&Yzl3(<N1~K2h3wp3B7y<lg66l}rR!$_p zE;0HICw=mro5tHLgtu95j=ZlGT!=p3qDsMG>^U^<HX8q1ypJ*sLc)=KWPpS~_KI|P z>61E_d@-!!sm0=6iUEaX{@?<fHvi^rne*KCDJ(j$T!6rgB9>)l<fxz5X#adMzq#Qu z_FGMlt`@IwRk`RvG+0EmP)g|Qf%Iqt?xquyA?QlfMV_Wtkc4ZfyW9q}fwSVl`$Iln z*C@MrS29*Obyh|OISl@674J5RcYRk-c?Vu6h{tax?wS>yA*ReAE}M5MlmMEKUGpbt zU)UbynqC^jJIryS0zh+h{ql{gqN|ae(R(VI!u1BAKM3WC63D}LLeN*muw#dn)zpGs zCz`prIroQ?7KdI~yu8Ln?7eI^Qc~YXhwm3dMEm<w{C&vGtq_U=7cit>_uoReZwxEK z)GrARsI=ofDzy*<(nyyxnMK(q^U~KZk{McPRi_U}o|v~b|Dow^`x<Zv&pkUTH#BVh zj3cyqfzlJ7vneA72Yr5#aWoS{uASiE_)Ngd_YxJg&@h5)%smRDX&leQTeOL?#;6Rk zU@G=-jP>fRi<<F%+V$fZ_U0xQ{8o`RI4MG~rYP#w{2;>0PKuT9h=XZrb;UBQ8|W+L zTk1C7Cm#TldE9d#v1h{itvd|9@r)K&2GjJI_*pb~0AKX}sk;`#jX**9k_eBwZt<Pt zv3TmjI6*FCS!4OeJ#U?<9tW)F<^l`li?sv3nCnD$mP3x(IPZ15szR1{Aa`2&P;BO1 zD}khCX6~lnX~XSpW)k-N!U$i4*)pPmZMmrP>GG*m>8(g#K~|A_+g=Mu0HJA1v$4J! z2*fnBASl|dV1PrP;a!Cv8Rds6yUDKrnRzUYbTDshCw%skRSJwwFe-uzb|H-78F_0i zRgTkEBhm;nn--JPqQ1VSyigZ8%X8!DUro;v)I9HnNT-x7^feX>0cH`=PD{vD8WyS% zQ3u}&8!<*?NXu{;-i}*QFw(uG^`+ysxIF+5WIKAKIWyrru#pm~xP`JI*nk+a6tcsl z;>E^$^?cXMy!)(}<@;r4$gubVs_Ic`EZDyfCxu{`W~}R1b+GMt;3&v9Y-!}MLO{@| z$cT%m+4A-m7+SCczu;W=pHafNANl<hy)M@ioid!XJuA)INgcm3BPGkX<3P|#OQs_b z((i>#QaU)ZmA|MZRU_cg7koxx_@_9W;lIFc2#*PzcB#^_WRpMcgZLmJNO5wT9q!<a zDJ2@+Z~GUC<U7qM=Mi<LPaC7wrhb%{Zu}pkF{889gh+IPNVE`<4k^m)cft=o%=8_Y zpeb2NgvfPjej+#SPt9uVq!IRKJTIJ2Oc5R2S+fcvhK{D!osCQ{RkwphkhB3kary$q zG&hJNQV0sPT+Ob^qtURhC0#?5fNYo2`tB3CEIaNW#@@ax>QLe_3u~|oP8{@@@99(a zDW6~i8OXoVjZ+=}tEwjfLA=0J?TqiCTl{dCz>g}GMYK9$&E%S%7GBY>f8!$6J1z5O zNJ)G_uea6S^}5%75Jxkws0cRp!!`boA3x52+WBB<8hB7cY!2cX4m{m##8y``zmCFa z)~s3|1b3gCn>r6?@2^Hahm~X#{9h8};?knRdRKTs#{-9r_HBe&Kp!^nc26N_Ir!3D zq_Wf%O)$r`<(?rBYD$(8W`GrCk*BqsPR${sDI_aSzmrS)E;Pg-yXf$3GOPj!2@3y4 zG?pw(>TDa>CuOSV(zj#d;y$Ws8sF8v`fMZX#5x3P=VjR(9!5Btmpb?>ktCTmD8rUr z)hIzO)FpN)ZvnT-Q6}tP>p3X_K4bk{tvs1RTO-fO{bYuAz1asy&T<yuMvR-;K8R8{ zj&S50Qu^(RDoHU|&bu+~GpJnis_Cy~CovUT+Wz6<YeWfv$F)U?`1Wng$KG=?NTQk0 zB7#%)k2Cj@+)1*3Z<fuBq^;<YqFVpBW!Y;c^f+(ieYlMFr&^MzVraZ<E>cn(hJPFt z@rT{ppXF}Zspp0X%n#mY?TOV?u@C*4*exZ*q2Z5DhmugKCzOi5FP{CEc7iWPOoS=G z9HsOz+W+<FnsU<T;zO?4gcT4>U)4GH1im|ntagnjz($FbTBguvPJ4Z^XhZW!!Pojq ziWK(XNq)D@lAf=EKJ-m{qMtYRZT@HNTxuE-<6>>ooc%lQG2AVUu0R>vwfDE4AH64m zvmo7NpT1=IBLq<<hDOqsf=e=D9;%G(r&VVhzv88L$zlJ9#%JU&+&cl&X<p|y;^P)x zUXNOMTVcGU^G8z1L-@GKKBg1Lw#Rql->YOd#qtPn(L(E7Pjnb{8WBuQP4^EDM69i? z@7=Af8QMEK*x1-Ex?(N2<E2O;O&On@1nf1YVcX5;8bgx$!+!lZ6-YFjaQ`{Gjo@cr zpZN2l|Gk^VDt@30dq2IdadMT^_j3*bTE4{$DksOOg&<8;m$>Rs#%n{T3DoyF{be;a zBSY)s^_f&ymG!8&OXU)F#A-F7`Z;FK+go5_W2GfwSr%P}IT{c4>-|>-i$JhZIF0)~ zkWCghje1Pvcm2;+p~5p|vG_|`(<On1^ePLQ%<HVDWR>Z(4An_S?L6t?%Nvdc66rWj zsY#KI<nbi!82g5a6}|M)Po9jnvi$p5(9J4O*`yptdXZfmlU6egV>z}rxwey3Yy==_ zoj$4~fM}{jHB%{J=IU+14Lfrz9cL6@RXdX6d|9T=?&Fk$h=|FUu$aOZ>9DnVb~fc? zIShH^z>C$Srpxv7P;neyLY;8In|nbmf8v+H`?T5S{MqiSHzbsTbWyp9$3x~nW3rB+ zu}72Uaq34>8YxjA<m5J#3#3DNn8SwfhqS)x&0AZ)qs2Ay%H<eVZZK20LATI8VzBs} zMR@I`$8}7LRt+DV{>v#b(D1obX^@~3wb{&~y;&mT!?m{A(Oa|>wOqTLIZM*_Qd+LW zX**=A%qphE%JWlVHlyih>1=RL_1=gppB?okKTl-*{A~POeSsJ-5@1S5FvK@ZD|9Dw zd40Xzv|u1+XUFnmY>bVQGiX(h$;`vb3gPbVZn4FVjCb$s$o*59k82k8aAb*xoe{0U z;y=?U38`Nzu0M#AZ{4q=!CYVa$@zm%^AUWX#KjXbS>H{wH!@b8!<rM=A#tm=(+Sb& z{kSs3W2$KM9-oTS1Fv9NJ=Xx`X*k4p*j>%Ar>RdndL>gZb?)iI{rVmo4*DVKP5RTV z$x&)UeKP79YRzDzr!U16imJW&ToXu_B;;3t*ywrS$;K~V4miYD{g~?M6A36+HA%;D zkC<#%${MO!@Abt`_b+=K_ZWQRL9s~&5$eH~mgX$gLl@iYWTv3r|5PHHHLU!(rswL) zt?!fL)>4%r9#Sj4T<^}<vz^Am!`yoAX6KggVe_Zd(Llv{AEZf}Cl-AocGcSUeSs`p zM+c3C@sK@NfoPBo4c_zeIPe9a9<aS&K$Kl{hJluF_`21`TXmjQN!b=6`gD8$N6IDE znm|QyxClp+Xqhk?Wv7COZ1%%MPp!b2nx67qc;$~23hHq(g&@EHMq0hOiY4oeok_ly zw1c7uY;D9IB&ct6m;eG<oR{>Yg?Dy#w8n3GgELRqmwjKR?9GB-+JTWjn5BYch5qgI zet&=24RWTF&MT>X*j^47iMNg&t?1U*&D)7CErbS&zv)TcZxpupTux~iC*R|AFFuK_ zIm*PHpH;np_0ZjVW|};o24G-Hkd_s-V9)T1RQg>hAB((kdW(K3XBjh|LT>u$R0epb zJC+^YEVI`4&i_)Ctm2k#?cLqio<!Hgx~b7EadRU#T%J^T>g6ritE)j;+c71;DQ3<8 z#NE>#Rg$tFJU#X*>j$N-WFy68jyNngk7(BSFBt}vV{${Ef-Scmf5}>9?y~){?8q6M zzd&s_{U+bMGs6_S&2VBkWm|!Ql3Usa%fx4^ZRiFt_@m;a-Bcp>y(|5fN@jla65K2o zEtXH})!RkYhTA9kzEp;_R;G@?i|3i&Km`KSZ@%OUu{R!QJ{%Bh*D_~F`JEF09u&}d zZ1{)6JVB;WQL0E9JB7bB2~$4t3WU|z`DoqnLihjpK4YYr<qlGA_bWW<i0CYL?Ni|i z+c#@0n^nEO2qY%x&Cd&LM;t=Z&mB7smq%1*@##^(kLW!J-YXJ{q@ln^xGLf>nzZpn zujx?KWQp}RHlD!L({<v2kdM904SeaT?%_^LLj=uL@Uxq}^CZ<NCimpoKr%f%a_j{b z+*o)E{KBT&S~s?2+}h0JnY+c9X7CD+><Lb5#T|0{aQIH*j(MjK=M+W%pD*66b$ibq zx~V;EQz){%e8VR#8!;y<Ejx3XhQU-a_WVu$pG-_BPR2h<IJfCBmzLjm#pFtZ+WP!X z!tgaziZB2L41BQrDM?TemjLXPoz~T3jgpW=<+y`2g&#ODrzu=&!T;Gcz6?M1PhrsT z=H=Z^4>cR&n4=<BR~?m)Y)&;tl>gfejku;N8*n5<_*IzLe!J1J9~#LGXs(0#x;_%@ z`Rg-L-Ph(5#fhS4C(H2(rlUArVzTGFk20OnHcC{m3$v?14UsGZ^B3}AU_Y7ORjEDc zn>SoJplF>YLqkW(?f|LR?|+DiD|vaaCe&}4mNrbefey-#Ns?hNDwG8FR;y|69!3=G z8`VM(N(xDTK%=?hxffk!JZe5vTkR7k!c44hcCjb;n=s0H$tq*PIQD@6+yZyA`JC@M zHO*G#cI;+UffE}6NvL)`@ic{{@&x;%@kR~%7Y5L~K>b^`L^F-iWPg3AYT@F*S!)Ev zBruK-Zu2wLfLA`%vYW<yXeJ{mtB`rRZOGW3^{QN%t6B*)mNFa!OyWS+KSxyxAA(n& zdFytM+hen37rDiq#+~BH3;$C(q>gT9?J;|nwzJP)YDkc{gX4y-659@Zi=T-d6AuKw zLLxG<x9vXuWTnG_lAhIHX8y{f`PL(cg#ceMVBVz>1`Z#;rx-3Bpwct&Kn2w`Jjo6b zXbU<wHR^^>WVOTi{U$GtjMpraR>O1|GLh$_UwpQeh~Lm)o3Inp;DMMyAD>p#Fe^!J z$jUL>cMG{_0?GZzELvJjOB{W_y_-h}_{ng5d~Az8m6vx7f;?lmNqh|Gb%l=VX}ke} zlR7N!<APa+U*Am(7ZFSv3f1G1m=dv*K8W2!g56WXku|6+E-xxK8GtcG*iZwuF@SZy zQ4%l6BJ$>6rs-e81gDtyXWy}`7peytYQ96oN)fGk36g!3m7QK+&k=0t>?AQaH$Qh5 zID5DahciV1!8pzb+)2kENWbA@oGu(_UI7a`eos>xDjG}dwfUW-$GP+Lr%=XI@bC^8 z#BgVaYtkq%=`qbZ^A-s+Qu($5m=<rxG~U`2>kk-GERv<GGEF_zPJM*+FJDjAR5d-+ z2Ad(wmyh~V()89ldI^>c;=v94rk%w!7gss3p|(658bKTp6a7Gu7yMFxe<Z&RwPCX6 z34r0WX_Cts1Ye4tai%>zbL&q7uqGacT$R)_{iFuZ+q_E<kjyGCqoIs8K(BhGh~*~R z)Q)I0{;7QP$RwtFij-~Iz&2*VIQl_*0T;eLBIJ>koP$6x@+FK!4Dh0(qf=?SIao9V zi_}F1d*daXIBEj*3I4SzS<G*hczsc9jF(M_E0^0@=3rC-PaLtqhObl)6Uk<<wQ+kV z)T4xqQ4$%WW804+-Cq8u`~g$+J2Q|!&UA3Ox^gn8PQI%M@}7x!R8{_69z1zGdFx$* z31b#v!P!^52!g(0G<L{*eS+fHOJhOajxp*^UIrQ-r~v&QJVWx<QvVIPe{X5dAV3Ua z$6mNE4>4~p!3ywoi|<vRf}NjeD>(qH*(`wlJU}~ZFV(+81Ib3`hc=j4({NvE0gGJw zv5xU1v4Q|F{xy(WQrqRew93)0XOLqdJEd#~{2H5KF*GZt_OD|=TUGP5o8KuKpaL(P z@|%B-L^JI?kA3dmm(=_y*9SIfK!%QnBY$M+@3l*7oL21noxD&?(oxXmW$_n3fY(8K zd~5RYPa1FkY5NiL_q#utw_}FSP`Q&lM~kRDt9~_JzZv$=&ZK;Og>u}t5m&wb{d98m z>Z<K&vC`n~OJ|h^n-dGB45DU`Cg<l|L6*G)w{qe>gL^P$1<wl&*b7BhCZH%T!O05L zB^1n7clV5#&ob9a=y04j<4At`n-nk?`dfSyZV11+qLX0$+mK?!EX++}Qw#CDYcL3= z+B@}k(&cUmGt_Br-nYO170(K$-r$8Sr?4FwE@i%^&G8!#%}_^|D^%c%hpraNuy4K0 zu6-4sAi$7yQVfxIHOoQZ*c{)EHM6yrST7STnUT3GfrenNX~iW?yvg%a1CP|goDb3; zzL-`9Hw{yX^-tg^<7Qw+%~Exo&N4uUV5Wb;cVxP2SdJ-{r{2mqBx?8pm$KdWYYdbx z<3^ENJ99i>Gvwr_C82RZ6EE&0Vt0T%2OG}9!1X)mpOn~J&shFa$aazy%($?l9s${1 zt*qY^7!VWh?&#za4&nqsunSa~T5(Z*OfG7h8@L~0{>ie4C0f1(+0NGDKa#6Umv-7L zZ(?y|VJ9>YF;i$B`ayDeb><Ob`H=y*99vv_n@Nux4u<~%ok(%uAZYh;Lrgpm-kK+- zMG?Av0Q`rX4H0aS;vd66wAzSOuiIMA$c!bbQtnGjzO&r7NKPT&nhkJ*utHny$msI3 z{`^H0%v16?!MD-}=C_XpEMW86vk2~8>BV$C1IGj^*IwU`{;xDbI<7dC^(S#{Xwdy_ zgLss~387$hIFcMKHbBd$&k|$)p^enBJ?qi-&e&!8?%!wGzo0DGj*QG5fGtYhiR$}j z?{XD=+gCu#A?X*+TeWGU5B3PCXC=Am%s0b{dAAQ^3dFCod+BWPz4~mxWt|zeUPW!K zI%qhcTb&Eu`_%40Ff<J;kuNY*BE$>-gBLV4@#q;CjO(=W=-}6(0BLY>zh1J$h#WjW zQ1m7IAF`11^|0)+?d+x%gZ3BcE_mg|`3}hjEPiH@qDg{WYv(}&z~_EWF{$kaJuhg_ zB$#HU(%)K)^i_OtG;m1M#Uy_ND`&U1ewhSij~H;Yos(W35VR7h<|3p0og2dMwxg`; z2V)BP{lhIB{}AU|oW+Jo<+vg2!h=166~R*6G$K|M?D?>FcOQ6D2XOaLP=2lt-df$M zfAWrPv)~sDezly7>#qKT1{SZbGnf}H$jBhU#<SO*!;3<lENjic0;?{+7b^Y7Ns>|} z<lG&`1OE)S=|@*HV1~W&@uF<#;TPH_ux#BzH~K>2-7r)OLGont+at$j3+Z!8x6Njj z>Dsxj7RNau*r8KP#icbtCvaA3YaB^a0A7y5Js<l$8vJi0O(um=L#C+fSxQi@`<OA! zqjyJxTq#J?E4<_V7Z;`~T4-8H(tY|!P`smRBp2`ltJHpe6Fg^V4}63OS6iTF1U!Qq zV6~0E-&O5J4t}?@aK_MrO=gc9Oo}G#+-wXw+7|2|Ns>qLsD~x%02?s**<<Z)ZG;+d z0rA~}1)M%w6=@<(y?AsVW}Q?g5Rj?fo~do?!N1?t?K2b@?_i<a-S*`li;qg;(t}_W zzqRzRT;xWLF$nS1WYK|FYFrGT8s@vT6AAzQZ2@NDhJDIVee|7a<?rh^mNxkMk!gft zU_ZMhb~X=#il_Wb#qCbl3q0IA5-utZ0#YZmQ=9uo<LDyje8ESfhn6>C^53%U!Tenw z(BPoFG&~aS4O6Q3s^OxpD6MBEgR_!M+v*P!5AcYV&PP0Rr++$+_Dt=6>g}H2U_1I} zMNwdm_Hz@P1QGqerdbh(hd=|{BmdP5NSKp7Om(wT#6)3z>hx&^$f|UAl&_(s?k4hI zGqb-bW8RDLuDE9_*eQ2@)3s3R<j6opV;paXsDYCMyCD*jGSTw|c)hqZ6s98$I7a5{ z^w`UhE|r*0^1K+L<osYcfbH1kogd_*f6du$os)x&G|AP=lsanm6LscZ(ChfO41n^3 z%|Wk%2{@IqQk0kj@FD@UwSWrDT)YD#aie926$F{Fa|1xJ^)}0h195=n;^Wy_t<Nn0 zqQn4PC;pr4(H_K`a+3Ah$49z(eMbn$%%Zo922!`t7XH%au_K|wnsyMML-4YAQFhZi z%UBKJda5a~EPwy**q2@5htN(KF(G134=98eh2~HrZ3cl4*;nNg#FpiBjCkDBzU52t zCQ}%^qJ!bDqS&eN{!geLS^e&T<$Nvzmu-A1pfa$4d&zhFSAH-sEd~~#92tgVm_2db z8ZxvDj^m5}np74vDJ00|^m+NTA_R~lY+J=EVTF}$?WUC7VHu0P0dJ--V(0gN>G%y| zhb3s?_|@R4E)Mbhqt_hBTbDL@<N}<i6aj9_Ywjz-Bp3a4@0+#T6Fc9?@NmRdJ!U<Z zIrZB^&2FTIB}Rdi@c+#=?dHF9+4=m-)IR%@$za9(5uD`BfU;DI*&+@+Umv)NKWt!+ zj2qJ}6xhEa|Gx8e{RG64=<tj}3SY!ax@{-seXZ>Zx154P0jLLwxNUkgyYJQeP1D^U zFNOinu*)kfgeD;&(Q2?j1*>*A`k}@zVxoLBaDV^%&t!dz?E%cbs9=|-OBfYJ?K{`6 z%A#+U5{x4+;6+qtY^p3}5^A0H6u>cWx6pmVUN4u9{+F5L^V7x)$<2nZ5Wpn)e9TSw zhc5r;m;vNr=-3kMy~d6Slu_g{Z=>oiCn;kEC<JbVo_B;c9oyn^b7N77xHnHb&L$2Q z<%Wiare<aW=jZ1yEvu@k_D@fT1_lQ7R#oPeCSTkA|NdR%OJ(<yG4V+r4v!FA2eWuV z`U^woHrw>twycHp_4QT8{G`H1fr9vMV0Ygz+YRk6+?>ox8^;m#e{c4+SH;kzOeTC{ zl8TFI7!AJTFBtkh8IwRml*}MPG!*oxytuaMN$C|+`ezyc&xu9eh-(a(u<7fwPP64s zhW`4c(%8~cB4ll6C#9`TAV4}fO;^smi$eMT?jIrGc8a5Ag{t8#KFYR~&^^Y`@Gy{} z#qycww>z;rkN+m|NN09Jh`#h_cKyY<ytygt?k0OhPG7q2{`A*G+#vGx|9=M~7u>ba zNo&ZpF^<~0+sl=bmq*oO#$)chRMB&umT*5TD+wA_S#@2pZ9QrJU&UQ}I8^H%9&+28 zQ{lKInNS;*WRqrGyGUCXbnJ>;rYO@^?)Q64NG`Lhy{TMAY;mNSkXyqLBRMvch;kc7 z47oFMnHkP+;W?+CbN)Qfb3E&r=b1IuTHp8k-rxJa-?x6Vru$vB$zneNv-IhHYkT`G z=w_PtKQsdSBSnXc9u-lwTCl4%lx5`@ZIOJbf1x01(Nmk$IhLTUD;MV8GVaIWcfwLC z$|}iE;Ol0HsTMK&e!8uUm;cw80A6DiEn1#q3A*33_;%2y<1vz7g)nra(Qz?j>#@7v z#Fbtdsq)Qn#^avvBvSXj*_JHu`a|J<!LKePgv!jy6100sGs^uktdro=LiAI<y&&o= z!8s^3C+W(ihu-Qk(nde_xBT-&Ua$0=4D1pW_~n~cY@HMF{?8rhC_~<KUBgQ;A+OV! zr5lG!x-P7r5%;*%GIZ;&E?;+ANZTXx&4GW%Z>N}3-{F@3#g6BL4}cq}lP|@wSnQj| z##g-o%)~&$@Phc`TYXMKxrAm}PgH*X9-tImJv~;e3GebU#z>SNcUt|gN8Q{s5%BA{ z&e7vqrotBtUX+&B4tQpkm&-GZx%*HMk+@T^_PL)r{^KG){L}C-EB`6Ewx$M!g5Ji} zl~wcI_Suz6$i@q&IQV}oa5kGr%h<%ab{HPW^q>J9q3BULBciXb|F*R?^5FH3{y4P^ zkPnsH*xgFR?7TcN3T=7M4{B;NJwA+qViJF!W6+QcilewyO>c`4XDduy@nL3e8JN34 zOG7DM4Lbt*|DKys`{~mzIOX%;c~?~XmpJJZgURwusJHLmM^}X`s7S^2_k~OeAD+m- zc&YE-|2l=n+1=yaq#3KI<I09JpAfcCEc-1vc~%Y=s?Fz$YgN`XH8l}0$BD5B1G7z9 z>@CKNJK0Dl=vRAR`h~uV66Ou1;D(imYJ6--5X;o%W6@O}mC1L1?TlRg_h@msSrUI7 zKgx_)ZX?YO54*HrOF~%m!GT!xaEfE_XaOUk3kv~ny{S@{Wc}Z{t8lOU5yh*u0|z?D z4)Mq1Wm|m?r#+_+dLb<jTprB@L;8+novLPW<;jyL&)s|V5dtqPl#Gs!E?@rqw3W%U zbR%INFa3!(CP2p|rKP3i(dY(7#EK7+@$HjwL6K(-a@jXA7vWpdnBBm7HT!lvL^!WT zTV3*qVi<;94l}s37cRu^C6`A*_iqi2;a2r!H81|wr<5GkW$2}%qo*g*f(@U&PwIyg z>-bM}3EywLWeGcwKs>UxG?F0@2-8cU2nt6=)M=a?t+Q0MVc`u>AW!M~>l$xX!q3W3 z?a9u6`ymSR$g{-@Zmv6Xzf2(NCvJXk1iRDXC;zFw#9UIi0*>3&xf#0#0`rookjV;B z85tQ*{q#Ui>xr4J>y#t+UTEws31gWaJ9jP(KE}+qTT4oaz*gw`eotD&%2GR9dQLFg z--03F^#b_<^c@EK*e}0mbai*PkxI(SvI`0%l!)vPGN3$yX+Awc>~tHdza}8@ci-(u z#3XG&3u9tp-uCn))Ycxg_o|n9kd|h8`LeSAWRE$Z^YTn^mAaOesPp)*&Pv4CE@Q8w zKkDn>f!mM(Yoq7g6R?#-VbV;8orm(>pRA~A7J&)FbGl5mBv~jzOsW`&**^U{B~+Nt z=fi}#LE6$VGS!2&WFr^9b2tsjY<Tm-%4|w?4STLx-wZmE<u(8Qg7Z{g)iscmkPrjf zDu1eO$ony9x|^F@`!EcLW!Puy#f~ysbYGw2t)t3@Up_cvxZ}kGzWRTkkXGAOQBjfi z>{)%ArAeYECIL1i*f}{lZ<?EP{4LWC0QhdzU53}Z{5$aJHQn!P0*x)<(z*!A-&SS6 z5=GPByb*i!=n)D<TBNH@*KFFNIQTb7de1vZMSMn(2#^Ad)hL5PozypkOCx!$sF(T| zy;Mzph=s*wd1v)~`-BdMnRq$PA>y2!oo!PYsEz9XQ-?tZSV^y^H{{TF3%vp8lP6DR z=I`n1>Y9e^+l)eTY+$AV-H=T*ezel-Qaq5L(^4}=sdoR+GK$@qB(hHU-^dY*aI@50 z>MN1?@AUq)4E=Ba<F3p6=l6*ICi!Xi$$^(JGUkt3qQ{)B)Pv!PY670Mkt3|x4=2YX z>-z8jU*K4!0Kv4#)#1-UZ2nyGgE{I<H*>|mWn!Z@bnX#shw$2gECN)-&6yBWM>JFn zFl?)HGDZ8)V_EB_C^YZ!h79=vz%RV*=nx?`5O$wR?uVuBbiW%wZm>eAzGqMEj)0y> zD|I1M`RDwnZ+m+auahf8EOMpGdj0LpxPa7hSoN{8x0j%F#si3UJhl=;2FbmAAjXz$ z3}&Kyx>j5Om7mYDV=l`oY~McMU10_6l7b7z4jx3ZJ6?+>9~2anmzP&FNHp1e?wn2r z7ZT=iNr?;&z<w7zUsP0-ZMWH$z9_7*F_a|g8yK`TKrXo0L)(D^uDQFv9&S#Z882pJ zL0t}<EY@_O9$3@2?Tjb2H}C1wI>dc)v|ECfjjJ5B&Qlx{pV^f?AznCtp4F&EqMNIw z3sHNMH0?^SRBEk@GYhrh%T!dU0aLGYQXKDyqC>Z;s;VNE$g^>G$|XoU6e_hjW-4qd zM1IGPddStdYW{@B;_E{+0aV~jy&OFKI*GK(V~dFpkmZ9dg_Qg~`zt<4so#l8O4=;3 zWy>H4;muv<<)cqhr=Q~Z-@m$aAZ&#g!5e%*7>9AygXIMc-Z<W*4z$h@eyQc>pMO^L zPP9_LRm?Enj!*ZK4Gsw@bZJ)LvE-_2h~XU7Uhd?`$j$ez$3d*amzr>_74B5SWG}Ut zTqfrjD6r5Mq6L<+@W#g<?Y$d!f2i<L`!fEKz$Qf~A)_WDBJz%1&6{nqDRdGxJ8@zr z(Ia$Ir@haa<zVJgOTaV%%|lfK#b_HECV)H$BHEeNdTn`%6f%kBEjE~#9gsIYcI;Tk z(5|(7dqCMR(Zk9(XyU+paGQy>wRLRTTs)2^`1Athwaf*3f#YXA0fJ8N^Up0VF(Njj zFcUA@5J1`{pLK9ZwDYKvp;WH~cU%pGf~)6On`A@T2FyqXn~<e$Q{pPKPgeZm#f#4` zy%OZXED22fe21O9f<o=?6nnwLK2k=rZ&Ynw`f32lXlb3Wwr*4IT&zQ{pumnJHKH!X z+lGdQ${{W@V6MlKo2C{9eMnrz(?3WfC;`6&jvXI{gWxG!7)<EG$UUXd6dW8J7J-K) zia#a*waY0HMN{?MPLgmq91&^noveOVyw>Z7_>70-L4;6|B9+gdKWD0cKUu+60vfL5 zf9W2ru7=mvw{KCl$(Qv~i}$OonO1se^tvT>QkwmA-%`OfW}d^zEGqKuz(WBV6eS2` zVvA{u^;%ACPtJ%%AHCf$7%TIz9mw|HJ*f{jN)sBuY?&D@^!SvoERU^OD$vL1dMEQ$ zHwTCGfrF4fg+X&JfmMARe13jbLBZ(-kMG6B@%%|o%vLd>qVnuxt9|Zepd+u`%NWZy zT<G1eB;A0*M<yoDq^!OiBd6wUl1(&gV+x>tOG&{y=xzAf4M+a=@rxI_&!T^Kf&@|5 z)D%Y9`!pZK0Am&68A@PSSO9ty+c1p0D=v4NMy};a{P-nu#jrvp49JI~tKyD<1Hwol zZ}EzMC)pup!Rq|^n4D87PNAWOd>t${4pOJCy7^YyD4oOcU0$HkXsSgz_sL|kZFN9E zK=vPh2;Drt0?_n2zm%Js>(zX)^AE<MeEfPNo%D1=R1k2gs6t8KLB|NbUnS?=sh@U9 zEzVOS5)pGch+f5@E_r)PIa1^{$8NGKbFUAe&86E$;H<26ws&2mg<=&H6g&Zq&?Lo~ zz%_HLa#svhGvPnzjONOdtG-->OwD}uOp{+$))%~2DU5R#a76G)nw*@pt)0~{UT!5i zUAlx~7|uz6+mnhDD)nH7+jL{`MOPZ7c#sBWI2>9q5(P)LBE8#T;NKs@<SMadFe{K} zEJ_4_FPXONimFKu=!=V03Kr`w^AOE^zjR8g%Gc(u>$<klZ@k%Nh7i7~nd|lIGhpNt zwwUk^z}+CFka2C^@S*A>etrj0{UD_KX<texImO4Hq+QWa3hWmM<#sb;80<Qrf3MqN z=J%$#%vGhfwzg~6t{rxF-;a2@=6`Sk+s+)iTo?0~*el7E?2HgkFmQvol_4C=)jeCV z>`W?^`|EW~x<w_J)4++6PAgm6@2Z)^>y#>4kd6~St93dA>}bIZO2CvP3kYA%!M9cN z<HN=i#<P;VInt^r*n`Qc1xFqy*W`?cK-CzT>dBw)9K5rae6xGP%-Z_C)zro;{Xopj zL+-Y9nKw4|1t5^go2#m-z{nVN)GM!lV1e2Q2tD?msY)bbBf%ms!kTVyLHx#&LE26$ zJ@YlN82gU*Qsp!?HS_ZGYe_4dTxSQxbri9LqQ0Ge!nF0f5$XSfqlj5WUk{T%)OEUQ QI|}~Hk6W0Mk6w!UC(=uv9{>OV literal 0 HcmV?d00001 diff --git a/docs/api-hidden.rst b/docs/api-hidden.rst index 737bb73d..647f97eb 100644 --- a/docs/api-hidden.rst +++ b/docs/api-hidden.rst @@ -56,12 +56,12 @@ argopy.xarray.ArgoAccessor.point2profile argopy.xarray.ArgoAccessor.profile2point argopy.xarray.ArgoAccessor.interp_std_levels + argopy.xarray.ArgoAccessor.groupby_pressure_bins argopy.xarray.ArgoAccessor.teos10 argopy.xarray.ArgoAccessor.create_float_source argopy.xarray.ArgoAccessor.filter_qc argopy.xarray.ArgoAccessor.filter_data_mode argopy.xarray.ArgoAccessor.filter_scalib_pres - argopy.xarray.ArgoAccessor.groupby_pressure_bins argopy.xarray.ArgoAccessor.cast_types argopy.plotters.open_dashboard diff --git a/docs/conf.py b/docs/conf.py index a23c9d52..76ce3304 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -83,7 +83,6 @@ 'sphinx.ext.doctest', 'sphinx.ext.viewcode', 'sphinx.ext.inheritance_diagram', - 'matplotlib.sphinxext.plot_directive', 'nbsphinx', 'numpydoc', 'sphinx_issues' @@ -186,8 +185,8 @@ # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # -html_theme = 'sphinx_rtd_theme' -# html_theme = 'sphinx_book_theme' +# html_theme = 'sphinx_rtd_theme' +html_theme = 'sphinx_book_theme' # html_theme = 'bootstrap' # Theme options are theme-specific and customize the look and feel of a theme diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 70f00a2e..896560dc 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -18,7 +18,7 @@ Transformation -------------- Points vs profiles -~~~~~~~~~~~~~~~~~~ +^^^^^^^^^^^^^^^^^^ Fetched data are returned as a 1D array collection of measurements: @@ -45,10 +45,10 @@ You can simply reverse this transformation with the :meth:`argopy.xarray.ArgoAcc ds = ds_profiles.argo.profile2point() ds -Interpolation to standard pressure levels -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ +Pressure levels: Interpolation +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Once your dataset is a collection of vertical **profiles**, you can interpolate variables on standard pressure levels using :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` with your levels as input : +Once your dataset is a collection of vertical **profiles**, you can interpolate variables on standard pressure levels using :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` with standard levels as input : .. ipython:: python :okwarning: @@ -61,8 +61,69 @@ Note on the linear interpolation process : - Remaining profiles must have at least five data points to allow interpolation. - For each profile, shallowest data point is repeated to the surface to allow a 0 standard level while avoiding extrapolation. +Pressure levels: Group-by bins +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +If you prefer to avoid interpolation, you can opt for a pressure bins grouping reduction using :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins`. This method can be used to subsample and align an irregular dataset (pressure not being similar in all profiles) on a set of pressure bins. The output dataset could then be used to perform statistics along the N_PROF dimension because N_LEVELS will corresponds to similar pressure bins. + +To illustrate this method, let's start by fetching some data from a low vertical resolution float: + +.. ipython:: python + :okwarning: + + loader = ArgoDataFetcher(src='erddap', mode='expert').float(2901623) # Low res float + ds = loader.load().data + + +Let's now sub-sample these measurements along 250db bins, selecting values from the **deepest** pressure levels for each bins: + +.. ipython:: python + :okwarning: + + bins = np.arange(0.0, np.max(ds["PRES"]), 250.0) + ds_binned = ds.argo.groupby_pressure_bins(bins=bins, select='deep') + ds_binned + +The sub-sampling can be seen like this: + +.. code-block:: python + + import matplotlib as mpl + import matplotlib.pyplot as plt + import cmocean + + fig, ax = plt.subplots(figsize=(18,6)) + ds.plot.scatter(x='CYCLE_NUMBER', y='PRES', hue='PSAL', ax=ax, cmap=cmocean.cm.haline) + plt.plot(ds_binned['CYCLE_NUMBER'], ds_binned['PRES'], 'r+') + plt.hlines(bins, ds['CYCLE_NUMBER'].min(), ds['CYCLE_NUMBER'].max(), color='k') + plt.hlines(ds_binned['STD_PRES_BINS'], ds_binned['CYCLE_NUMBER'].min(), ds_binned['CYCLE_NUMBER'].max(), color='r') + plt.title(ds.attrs['Fetched_constraints']) + plt.gca().invert_yaxis() + +.. image:: _static/groupby_pressure_bins_select_deep.png + +where the bin limits are shown with horizontal red lines, the original data are in the background colored scatter and the group-by pressure bins values are highlighted in red marks. + +The ``select`` option can take many different values, see the full documentation of :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins` , for all the details. Let's show here the 'random' sampling: + +.. code-block:: python + + ds_binned = ds.argo.groupby_pressure_bins(bins=bins, select='random') + + fig, ax = plt.subplots(figsize=(18,6)) + ds.plot.scatter(x='CYCLE_NUMBER', y='PRES', hue='PSAL', ax=ax, cmap=cmocean.cm.haline) + plt.plot(ds_binned['CYCLE_NUMBER'], ds_binned['PRES'], 'r+') + plt.hlines(bins, ds['CYCLE_NUMBER'].min(), ds['CYCLE_NUMBER'].max(), color='k') + plt.hlines(ds_binned['STD_PRES_BINS'], ds_binned['CYCLE_NUMBER'].min(), ds_binned['CYCLE_NUMBER'].max(), color='r') + plt.title(ds.attrs['Fetched_constraints']) + plt.gca().invert_yaxis() + + +.. image:: _static/groupby_pressure_bins_select_random.png + + Filters -~~~~~~~ +^^^^^^^ If you fetched data with the ``expert`` mode, you may want to use *filters* to help you curate the data. diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index f18f2dd6..54689ea3 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -60,9 +60,9 @@ The method partially relies on two others: - :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). .. [OWC] See all the details about the OWC methodology in these references: + "An improved calibration method for the drift of the conductivity sensor on autonomous CTD profiling floats by θ–S climatology". Deep-Sea Research Part I: Oceanographic Research Papers, 56(3), 450-457, 2009. https://doi.org/10.1016/j.dsr.2008.09.008 "Improvement of bias detection in Argo float conductivity sensors and its application in the North Atlantic". Deep-Sea Research Part I: Oceanographic Research Papers, 114, 128-136, 2016. https://doi.org/10.1016/j.dsr.2016.05.007 - diff --git a/docs/whats-new.rst b/docs/whats-new.rst index cf1b7992..39f66594 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -25,7 +25,7 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() - New properties accessible for the `argo` xarray accessor: N_POINTS, N_LEVELS, N_PROF. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. +- New properties accessible for the `argo` xarray accessor: N_POINTS, N_LEVELS, N_PROF. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. .. code-block:: python @@ -35,6 +35,8 @@ v0.1.9 (X XXX. 202X) ds.argo.N_LEVELS ds.argo.N_PROF ds.argo + + v0.1.8 (2 Nov. 2021) --------------------- diff --git a/float_source/6902766.mat b/float_source/6902766.mat new file mode 100644 index 0000000000000000000000000000000000000000..9ad96fe5791f30de1bf9f2a99bf47dee069f70fb GIT binary patch literal 481854 zcmbSxi$Bxt|Np1DOH`C{sv$~pFQ-IK<L;m$QIt(B8$u3Y4q-DY$uW|aGq-XG%cx{z zV@`8kIm_9w9B0^^`CYre|H1EmJUkw^Z12N$y<X4L>$-L6uIZ)ACpA^nPTsn7SJ~0o z&Ee#2H(MV^53eV>Cp|s9o&C?9yyE3x>*Mg~q=&oi$-9qzPnvl=J$YX9r1}Nj^XGNd z)lZ&RJFot~|BwH68Q&5CU+V=w{;5oRG}?bxt=m5>yJ}Mp9<CCa(AdqfJKMUqcGsnC z_jH3oPSEyYUsJV!Gmhd`T2F<|RNQ5341#uDlCwQ>M;#+*tmG_ZtrM`<NWnquo~G}i zTgp$QAHwi^uAH(zYN_FU;3m}d!~;E?z;#6@3HU`n5pz}co1aAs;SHbuB=(Y5U)E-g zzw7+A9Nj{kO&zG%d{O;j>}~s(#mJ`o>Ez$#>#yo_Cf|2|=f$)Y&ZiGiw*`+X-bz33 z`+HeR!>Ki0!*6JF?*R#An=d|ni(*jt=Y2mU{<r-{-;4i#|NO;&Kjn6uc9$PSU_s*} z!b?gfLG6C7LtE#7_?=4TcV^?n!J7N>rIH$1H{QoIk0vtbwY4{=ZFOCm6|Q*;COPK~ z^a-DN|5#dSvgi{9HnXIk!QuuQFj#AwoUNc^XO9V4zPjAE&p~PDhuC?K>C!i19s|>T zzhJY2nGlOTum6hOJZCIqT(npcb<e{1gKotAGFck~IX45L16!_GGa9xmC-YJ7(RQsX zm$eF9%l5t!(0LL=qbsEMTcMdhS5*|WjNSg|Z$8_Xu*_<e{AsY{8ukw&>qK+K{;tO< z)ZN;4ieg;{tp_R^Z2eX4D*Fl^w{}^a=(thcjP|QD(8gz$cMH2)%>3RwIhRl#_t#l$ z=b5pZN9lv{`#veK$-hJfTf>IMYZ{E>-Xe94-TX3!ZiVIr(dvB~W)J3WRPB!U4f9r8 z+|~T~@HN%uzq)8&GBnzTLQ0a$@(!pqCDP+Z(XmBWKZ$g$Sk4eL`_6veI-pIX{_@** z-x?9=m05qIXCT%SxmhqS{4L3kkRBpF7;@Y~>a@B-VrNHaCq4G@`=44j-9`n)(v>wn zWZt<t%Q@$tqoY3l_XV2-*x(*>A5TlilZtZ>hYCK!7*YA(sHY<O_N@C(s_}w+3r;M5 zD+@B*ZL><AS~;kF*M*xUWbqneRgTu*DO}EY1C_cRAjlPprR1hZ=*&lF3J&0WYJQ7Z zVHI`4XoWqg_RhB}ZIr(4cGs1l54_l0+T1JucpRf}eK+ih>&<)Q({YCvOf8k7PE#Qd zw6ZSc{6QVqM;!ek`MhYxIl0H^?2573v;R#x<X_jUkqB!(8fF`~i}2&GwJ?Lf;}~Zm z-1F95H%1QA^J&6Q|9sn-6e#Jz3LO2{m)HT3Z6jlqwW^BPxi-8jH9YG8b>dwstM|>c zjiWQ{+j4q~nHQwnc53|b5NvJG>fgfo=LtOr{`E5%vs126_O=)hDEa!(ku_SY^i^pJ z`BqzAJbH#^n$~#<dR9q9W??9wT{iIg`CxU<JY<!A!<i-Wvo@il^T2hdQ|_B34$Zd@ zDa4*meiDQHHDponW$fgDuk-aXfk!h@d*jq<yw58h)rvW4eYsc3@AcpzrjuBFZl=S` zbm<AT{DzBGr(|~qajX-TpIFGF^)C(6RE31X3fwunrf#FxOPv%<U8ntKo*l3fNK+hH zP?n}^{z3d&Omf*}yx*{tqxZiQ#r4anBM#eW<bEV!aWd<lt^#Vs&D%Vzrvo(b$nhaH zVKIWeF8tpweZSvW$jxVKI=|S*m?wy7oP^!7J#~1x0`)CzZ^4*PSJOyqF%0K^8Sb=a z=}52Kk#d8uI_1|gdI98u*EQ6AMJ=NpYPjAXUsXp>p9@dSK3)AM>DL##KVK%jKM5wU zt9FW1`8>c)88zJ9oL-KRf9pSzarQ&??2?lC)Ek*omGgU;UGjf8YWA;4Z6Q0m(tN|1 zd>mQ(KOA{?;O=YdV|0%)jF@vn_9sE360h9Aje!fWNp_sl-|FzP<$ps@|Lu$oc$cXT zKYk|iOVfo0=39%Sno@5s2VAYbt#tQT`(2G|**f*9CDf8iN}IK7#@5ajqgyQEs>*%& zUuYSH59S<Z`?_Jz$nfaS*vYv5gQ1Vl?#MP@RB-i4H=*p`it0|<7Q5`3-z}44DzEKt zTob<}cqJa*avpzazoF%~u$=Rzl6Fr&R=pa%{O{a?nBA+N^)`*ob}#;3O?Z0?y8mJz z>*0wpGem_G;U4xht+}J|3nk|8y4Gm<3-!OKDxGChZ6}ZRC#kO3CuR(Zc|TPSaY@w0 zzO5=M`}NCn&HM6EWL9^{UuS|IJ-Lu-YoF~G<{?>gm1{v)l8`+9{ae-(w*CI!7u}O% z5+F+T%_`Cl6|ToPc*I=&o8I|VN}8^s(J9-|LJ_6kKAL{_?PT4*xB^6yZrEs&Kk0OL zoE)ms6P_n{g;vrqEb{u%*%=h;w!uHQB|{JRlJ?h33&;!>$ob$$?H>}ZhvN<GJSW{> zjE2vIIS5s6ec$ss8~azh6(xYH`j`IQv<zgQ+`oS}mlZX?IQiq>1W!BlOG`gl-lrp8 zzBv-*v(HPAH2m661$wH5lM$Ehmp+2;FR@Qe{%JR3xKLyMGIymMI*zQ&yyf?|!GSaH z-2Xf_;jysW@dyl|=W`3>qix~ofgyB9w)9m=-#mZQ-G-_=LGON}kJ`R&)N0igv-Q0f zM_mzYJJo9tggHu^XI?t>s%=a;Tkfk=o6p+7*`(%wmsZNm@DE;{8r)|0m_O>pm(d4u z6RM2ZO_k=4cS__NLx)}QH4PN+HP{U;8?UsDGick}>GiSt?0#0??@NCK2Mv^Yu5HbB zR8MyWw&K!AR&n=VJ<+R;2@Ws)YaPGoVhj~}km?stUDeCaSoNl4?RtBs$z+#-@)46# z(OpJ2nK@q*c7LncJ?QmUHPx~#<hsD&*`t?F#n2DCOo(`=&z-J_INvjGcIvEa?B7cV z_D@|?_<Ia{jTa2hXb#Z4>L?a4t2oelAnHVETu*<-YFka{zk{E>JPD#I-BTXrou@_; zT`u+iG8m0lxhnZ2=K)8V<bBnVK>Yi3VqdeS-h=&Vwv(6U_8k=OYkj58JGd1x|6On4 zkF|alybez}=S3~<48bpED%8B_{v>@Id$6nZb*}K!Me5ACXfxQUV=Yz#qLmZa;-#rw z4_}fmani^3wQY@Ej7`|O=4tih0XwC2nE8Nt+I5Ka*6kwu;7}!f`2ojRL-15^n;GoM z^`8$BY?pY&syjNk$YGgXO>a&*u3vf<vE3~Y*}og92zkH$ThP<;r7+4>ZX~2|$tu@z zS0A@TV7>H+XiGF~B6}cMDTPvJzTX;qTu;Bu{P+40BFbMz+S5>d=J*PM@W!oiOGoap z`<g6Huscb^@zB+y--OFm^MuAX;_|<DP>~FR%tmvMmyCVe;E`-^GqY<y4#_MUM9Iv} zk`%+A?zMuWPG7}C{z~m1r-q_J*E!{P2KJ|VKP+nL9DMfXc=tvd+kBU^LD+y$!QSQZ z?9>XZ(X;jEnR8d?qmB>5yBy;84{T}m2MjXBmfY^8!dJefwdNs7NI$xxCd+0%arzjI z)lf(;Fv`52+R@mGI&N;efVeyIzMjQ6x8-*0wdAYX{RQQU8dBPWDN1a?o!#L+P<=iC z4*VYg#viyF?JW5$*!eNE^~`IZOv$uFoo*}n(xF?4$(X+BH-b;BPbg>(<GfrimZ&)0 znsTv=d;2uv{rGVmb)&3elelJif_uD@!rU9)lQqT~W2tg@rE+JblCcux2%#JMLoP-? zuEkG|)NP20WN!5CTo`|JQ(Sd3GX3-8^D3>2nfSApe-@<f4?6rJsH4`YxcP{F&n*Mj ziLeFrUysOG!D@f|N`LnwFW}X$CMA`s=jjZl>!bZk*KKY>c3_vIJzxEj4}Mv+`Q4>h zbvOH`d|9K#U+$<N+U_ySi0}5WRuo4|bHB({HC4#R0NEG+ii!;nmh8$b$MgQUUww@D z_-^gVHF6>B{DU8RZLvGdM?0VQi+ovEn5=D)cv@p~?UZDWzS57Qp+%ja8xhynxU(Lw zb?UUXuidMO$V}0d#@8J2$_?+R2)=wa@{7b7;wA0hZ$60ZzotFUk<$#D_Wk)6`S<6` z3&pqG{NA4mJkhs%X3t?4S<1nJe|Nfie*c#Jcl{diLgP@0q})gK!6}(8_L1LNhXYRe zY-7*Py!gvD)YZ{Zp-!YS9{ZVl$@A}`+m9b3DaG?+5o^m^(xq!I=6_*oT}qM!s-GqM z%_r$q%RIE+{^PvA9`i6qpi+(zId1q?QO+$cH(f}=VyHmW@C0t1UCWaCr8QoO4qjK? zoo^ohF<R@or=F%?z`ueMvMnhmS#ciCALmLSpK$>~sExQw`833@L4$pl^vrHe&)Iqg z)%}oPd$121G?U$+vQHp+`m&)<`)Ysl-%9FFu1<5WN{6IMExvCN-gjm4kAv%Pse``J zF2Pp<5x12DaW&|Pv@8l{@L*wK!|emx4kH$QuJ1RVU+N&g>&iTa`XX6&t}dBJ$tt@4 zII7C&q1d&%VGG<>ckbsyM<IsIw&$xEk#;xx^Y%})PvOQIYdj`KEo2wJbOe7Txrx8H zGyn1P2_>zrs}D-c<x<ZbDEl>edE-uxSI+Cj<42EgH;JDjAG9&sUtrMM;b;0!FYDdu zUM=BW(##L18Xs)$)jJ$}ZB-6`|G~nImls3|lyh4TXW3oaMp(X_jpCh<jy^)%G_m{~ zc1rEn_N@B2_dnTQsgG~?`jkN>4rAs;FNysMc*U4D1#D2_Hgx#q&5ef=-&QpKSY1uk z{zsp5HlA@twk~^Mv~cC1V|iywdmJg&VEr_FQO}!DC4c*-%>mhmgJw2qN&l9HjRllH zY2FupS%)!mnB&!LMIX`H_te|&l=6KkNU-OCH>_BPL40hg5fUtZbGQ42^N$4so+N$T z_#(3wta1P=cK(>$_9Nz*J^891>4jZ`FWSP!T1S1LFSUO$zux<%>WiP3H@GuJ@L7<0 z{iANE;IU-rNo}O}m-yI|dS2dhQj1^a8Ckw1HGh!#-+V>)yd1BRuc6${r71o?k6@h4 zTwXbOh-;l)_v41@htFRdk9vR5HP(X_CR`duGN4Pt>Sv{9dNp3Gt4-nqq9X&3b(ZD} zDe+|8ZZ95Fo%3w_SW!it9H&tiUvuYfC_X)RcPQqAuTTlp2zG(7q~h}_$3P}H*stK| zn$mZJi?=NqCrgnM>Pt!?>qCXEzwa-)EZN`h!td*$4iV^sAGtSkj*+e2IE{8%aBlI+ zWSb>l-m`W$#7FJw!4p|~DJ!z~nvrgNjQg9xH;aK3k#`TBtW~IMVjFvo$3aINzJ2>e zo_y=zV?>?!^B5uAs`l{DxzH1jr2a{B7+<<}J$Z(_`)l-2UfEyk0(mB(egB*|7}Hv! zoGBnMDeC#yw#e&y>ES%H<_ucqb<0;;SoEWl<RHcpb@*!~+te%A+O@ke{VO9qUSp$i z!+^b1!QN=e&kq{Y+s>Fa(Kk4R+VPkOrk;`x7DDANaNkYmbv19#+!S6|%N^U4tYp=x z4{^qFesIR}%O}gR+v_uz$)n|x9`!wGJ@>lst3!$;*Ybi@tSHL74|NYdCz8gRC9z0@ zveoljw=T|-!fal$QL&^1=1kY>kSoW3Pg_cz_r-aUt&3wblUuDZ{k)z6kA7L)k~Vb@ zt3ra2QO|*`mWz-!PEuEn1hRutH;nb4a<;-e=bbpK`)xLi^mim<7)*|FApTJBPW?97 z6BDcre@*wV^Pk1j{WZDYI4)~aOfHQLA;BwMD`d9jIpjr1;ErMJ#S>SU+}SQ>X7Hhy zO4;FIO&Q^Xv2a(_s+r*Zj2$&<r9@A_sK3URz5iA$b5#*jA;Q>M_Saq+<G8p%NGVlZ zRAkTAx%3?!ed@tjfrWKc6;pL=6FypA`LbuH$zNlwz~8X)6&*#N5n*Dm6;o7U)|Q{X zVF>f1cF>-fV2PeJ3J1F~;O{$L&zWwKjfP9a#9qV=Y1_yesM}-&9UWRp!31gyH7heQ zoNi9h_Ir*C`vJ$s<Ag}=_TvhJ9XeC4;t;7)nz5r~v-4EnFqVnc_Zf=lsXWkAxra3z zF_Tfd#HKCf*4JdNjI9U9^r%MD<9;kGnZ;i8+fm)bZHqF7Lm0C*kV+A{ljqh(J@c1v z;mWSf&C27kHL|s9veipB$=f^i9BbsxDgW({tB~#EhHQKP%9U7psKCM|9YYb@tS}$j z+HUn92s}*BsOFaY<3nb4q=Qf*ufvkenOpdMtc;o&Lp>SPn%dB?;mFq3sTf%rSGJDB z^4tul7*-u)kw&qoYQ~0QpaH6$D^oLrTV2`G7-9#c?r68|2o+X7U&^RraZbmmj;saO zE#WJ+UH!LuFqBq~<M74$g0jz?{QKLo>yex!RpHUOR|HAYKC?mr0~-O;foPJRXP~SM z{8_^FXK9Ls1!3tga6GA1?EJRl;(h)3`Yp)9io_@f3#mL99IPpW`e9gq!joOOYh@8K zKXvpK;b$;(J4kPSEt=p+cMcqMMF`^QCbRg1!6;flMl~lFGZ%IUTFgS^<<mJUiuZ|~ zOA?%~e-F6swdziPj{8|`aSOlVPvJra`m0R*_OC2-X|s<*f(>K*Mk{PnS9S-cOF>5m z4sbSOM_1__aB2KPE@nFlv#p)(N9-&xjGEE0veSP?M^&v=H8mA@rlG25g7(H%MqWod ztoLAGXb0?ZI;rNPy#ho#a)z=iwld0|ZlW=VaMp@p+F(!3ryV7)48LSvjD_oY)Gw8e z43&!+vXz;(Jr6jWPskF|Q0{!`=<3sf1Hq9QOoVex7g?t0%eKluv){-N`6w%+w%9&9 zeXrH~XN1pt2VDI|hsO|kDw_&z0#?GqQ8N?~RtAmxoX|_-2zZiq#BA7zh^QEXBg1;2 zK$bRR7`X&)FuK86lC9zz#IWEC+lCPtI~P|2M8?+4cj-Mul4u({dYcttp4+*cb;ih& zcGyg?ILlDqCT&w-6DJL|oxHPI!5GD6(3eoPoZ~h-3i@n>bIx-@JPgUs;A{qLZphHN z&j^esBWsGDo2S78<oT^UPa}<P;ic&*+B+v!!NMhZ>{gZFaOW`fgq#hP+GBPT$4Bg{ z$4p?s2eyM0sq=fT83=A3hML<*=$c<5l7;;J=eJ$v?*|4T^Zu?S=+I3xS6l}ANp&k8 zRWSV@mG{&4h?|X2uOp|ZVyucoD=Ydj?5Y5E-7vd)2E6ajFi(}SrfK@Q!n^l+irRf( zg)g_k-5sK!3RcMvV1<%aR@6N!109}h*q+$o2;9Vv1)ZQ3|F6ul)s=0h!1q_kJ*0Z} z$nn7Rs-}HK=V8%w2z)vO_dG&kthZQHc=L2&sR(Q9g3XQ{B$mn5DeM#o7B*aQ@YjE~ z6ts)6BR{_j?Qjrb%^{1nZ5^lX%=jC|5IpC7wYS-;IvPyO*x5GR9-EyXtK00+p^O^# z^tH|To&T{;6(YB;RY;&6MsH~cY0PJ*U_5lJk`Ki~Ie(sLZ=V_{sA~Gt?-{7KjbdQ3 z)1{-Kqd(JDgFBff`*S_FR>ru&F)Rts?T2JPGp5ZNN_(HxwRsw-9fRO~hQr0}1Fy;L z;Cs4XUxI>`gy(C-5VSYdH-+cvYvIrtSvuo7GHI8UxHJ?qZb_!n#cUNIp2XT#Z}N~6 zC&&`nw|>21`1-;Qz@HUut7I6ecEfs))-yubwqVcB`5}hA_HeNU+aPvEk?5vv<!Q)V z-95BZImTMy1W{ixNzA3eTGq~?&Eeg|*-gh250dA*o(R{IEf{P8gPi9Q4BGVC#)97@ zI(Ce0ZUb)(5EjQViur%Owz)tS#T{M6>J%-zq=t~&mmueOll#2X>cJB(o6p78<i<4* zMpX`nRR-_(U)$ftfe`zC)vd^WA-DTTLyK1&DtP+a+kb5j(R(f~c<UElh?fC-X<oAv z$N1k<>d}=kztN51*EqF0v2k?QJNr-_$zluHtHR%-$>-OukXM2wD|0FSL*7N6^K^{r z&gmFf;eKc|w5#(bCmiA?jF>uP7mCSFS|*D!Nn_l~SJxS|{9<PaPFNfcfpVwO{FhYS z+BJWOL95O@y7~}{v=z3JZA0XRJtHJCO(55hIzD>y_i72y;a`(z3@6Qhh$$3Q`94Hb zVmKs~c`PX1Ucp^u#HQi^T?Rgu!$PYMMJ)}7;W|Ja$`!VpDqP+cVzWa0We_@LFYUq2 zmCzI8*EwtqQLRu-z#b`RyO$L#y0SPtV&hA^(D4viNm~jI%UC%)#0D_u<QWZd>tqTQ zx4Uhg3QA|8TL<|>5zA;U7L}mB3?4Qd<u=ehu+UubqVvg26U1;8V+C?f1zEMR1xHtV ztJM*(7mLo9!32Kn(+;>^-K1Gnck`KGJt5^;tlu70X?-E6`N&%CNP2~kWI!QDY!Y3} z3RLhZr1vy)@U?`1dP2{r4ud8MKL`znwhGft?hQI)LIbm9Ob}D}pJS0lqPPr~Vha(N z(7Df}$5G!Q(Sg}EbIgqg+5(8a28@E)|Dd2N5?SccXZG1iSCQ5-)k`B#Rv~SrQkDU* z;1y;T;aqMQ%~~0&kQiH&t#OJVp9e+6&_P6xKq-Q$EFA=F!+SNY;vh@9YDF5_^}E0` z9bD=u@veOXtvn1P9Sc>LFLe7K^av(<WgqywBs0>hXnhj{sXRg#gh~uY4|7{r9}d6R zfyaeB^gl3fG>#5SCDjheGHo!__JOTj@^(K5JC5$qELt%e*r;mSKh|_`%tSy3u>;e- zCj4}jLN48buuotd6jz&Oozcxqldp<(1O*nfYiMI3P=L+wR;wp??$_ykVV^yO7iZv* z&RW~YNjs83RIo1rXonslgQZ$HwyLSfUO`0{^kxiU{lb_D8`8Ey7B!O-`0)(lb__GI z->WE;F}fZjwn&(6N${N2LHO1(O=h<=fNs+Wf{=EEVlFP={CDpJv7okiHGxwob)u=q zsLlGB!VTpb)BOxBVr}mpk1{RH#_(<}cVkR;2uW;n>rNoMU{$Yp@!+_1dPrP<*fVlF z{s=X-pPo)9{0xvDYbDw$@P@*X2LlxbUfHvFwL(l23N`_=;dotO_=<2hYz8q^IHFl) z!jfyIB}>O1N7;hrXK{3E38SP@9Tt!4LW56=S{;U0m$9p1uOY-4jKVUkuvUx(SbrcL zAt(^EpX5!o)9L-ot4L+FY21A5SFtEOwIALb4z*XUTY-UB5frGJ`%(F9_<&bY7kqT1 zZEhx{GIBW68)uiD>_x36TYPq)RzuDeZps9eHqabBYAM3*l}{lnZ|$>nm(C188)(-c z&{peMDF5;C>#+-)vP^DLe;C-?AAlJ(3qc{3tO)A|E6#7l`^#1}Ehs@MC3-RLvQHh{ zQ5h@b50Gd~cAvNGkjPk5yTC#PsIl$C>3&p;IU}Ub7$PDi_>da_4T-dV`VsU*gCYhW z3mxaxf?C6tE&-^E@kh#8HOv)IVn>z&j`i#e_y?{ok%J}y7Rep-+R*lrVdz;+FNH&Y zJR@8&2Q<aMaMITCZI}!^88*VR42PEDzlJL_G=M-t?X{wcX!nUAE83>f(a>>l5$@*4 zk#oe5d-ZcE^WGQ{)PZx)NTx4HEjlRYGbr}~YVs*?cPETUF1fu?2hov6_nohz%nzgo z0`%*94sqiWduY$Z>Ip7Vh(3;5I>T3O65X|Ubk$~f6|C5wQvzUUwesG3!;vXP?vdu- zFyB5jaPQigd9bLX11hNk)b_ooq<@6JA0$RkkgIhO_``_4-Y~`q#MCaRWfDmZAUDu8 z>;H>+PKZF&av{)6Aa$VsDf=ZGfr9R;ImI;6UCZm3t&1c0T~JspVFaU~qHQ%jI0C(% z)_)Y*N=?Dc`l>b4p5mluy}*)t(2H5<T9a8FP;%GYhuyMtds}drXb2H(rhfTn(3=(j zMI}*EjX=!l3q)~FX}9s;YaEKv=%P953%F`oNT1WSx;(sQqVXEy_G<<`&g(jY&SvT$ zARO=xl1!l)bgR!8PvT9;+%g%IXh1BK7!ukBU#M6jIO^6BYT?PwwS;(-z*GIgmr?+_ zPg)_sjRcv{dz!oSwXH6bYh3EVHx|xPpAn3^X`qT3>cp2Z-W$DFgvIp>-;mz)KR_xK zU3N#^E43B|QPH5DXJrU!dA=GSB$B>F77dFFQ4T&hjA{&Y5E}?uy;EZXTb8s*S#2uv z#xbEv0<Pt4bDxE^4iWV?te*&r3;Rn)52OQ>6Y?&S4CCnGciFIY5E_C+;&YOzyugDs z44S3LN%SfLgqB|-sLvjtCT;5=*$&zaz?+*!klbX>dltIuehidfyq@ldp{@1oQ9qU@ z^Cw4FaxHSqgreC1pI(xI=bwrZ^TOFFTm$S6eyxQ|!mCwCQW}MKyE3Fo6;Xn@qE?Y) z(QcqY>s{+>g<R{owk%%PUQ&o4Xbm~-(%1tdP>Jp1j8lb>a@n30@@01h_(47NKg`lA zb&`(OLG0&4QatJ92qwEsuP1t@rVT!=JdXZ|s$J6o^msrcc63d~z>qFfhNrwMgB8nD z+h?bkON+_s#iC&_0oQo|&@wu`k~8R@|3UrkBWXKd>){o`Pc=Nfayeo>aD9P-{M-?n zy(lTH%KU_@CnJY!QAQPg!9wRtg^d7i@!386Lu%#eBrjhI-Zk|dsDTg3#Z%BcN8~*b z=FFWyk3&74cq8CllnbQb%~eg3V@>DBntD4tJ#fefD8K4!2`%t&f=er(1=dGIMmKB( zJ_5k126z&xY2QtozK3>@rvqjsN<{(4lYxf=fOlz~LEq{rw!=9525|M$Tg^5Uw5kyT z)H(4DXcEPRAAv`=Q9xyik)(QZ(@19vUka}_Id;Pl8sb)oA;pfS01g3Sm7UP(Jwx7- z8An@!4Le{16osv{DJY0J&_6aBg*m#~!$3ZWIvTvpU<2k>fGk3Y2H^j65P$TavEo7w z;aatQyoALa^$YL1ria`?38oRj1BmQ-u=9+uCd&!Xe=&mt*NoOl91~iLtRv*n7Xr8o z>qvp91N@IGfjt3W@O2cFqzPsD7Gw_;R|zwtTHIq_HVqgks!mq-E;{VK>)L$PFvW4e zN0zpdu0|DQ-pe7qY}2fVNB1-MwLp{+EnR^S^WAG<_}#&P7sEX0O9?&jhPhBez8CRE z)FXb`2WIziv}3@&KLxr%244Lf>KQ9v*mAP)E?iE4n~cG$d2e7{_tR|zqJDX+O#$Gv z5=d#pfOTypCwnQsMbMlaz;Ai*G}22do#4p4w~F5sm3fHD6mNu_Tc*u9SxURL0F;1s zC3|oD+<|SnPc96l_J<jG72T;N*pKj>_|VvOjJ%cifWux&#=ug>n#$>fb<a%FtPim^ z)NgF-5%sdWIn{#wlxl}iBEyPBalsKRAlqroNX$k}A?bpIcWWXho4*O`LM079`F(-P zxF+1~?T(UtN_^9AiOLi4<FJkIpDq&p*h6ao;;Vs{{MAO|3@VPl){uQDopC<S<rvjN z;GaluNJRi1RjC$f7^)p+;*-7609E&krVLM{I~p^5ycFb0n#3aE$-p|-`fAXnopVVc z_Xzw8H_TZJM8Q~4Ic=+|htHusb9qKudhP&;uD>Sf9fG#d8s=v1flUA(j39sqwL|PG zO`u*TBBb3K%J3zDM|wVas@eb(?^-_&&6kQI9frOSx%ET5&lKB=z!(jrYuZmiiBc!5 z)(iVJ0LvFc+>RsqR;>dKXLv*aBsWS`xnea<Wi>#+t9fnw%%H72EX@_~^PxDJ;zL3I zFb{(cP8fPQ{MlZiW#Gjy_p?6*SOA1?eQ|Yi@t6q$L;zs|YXA$$f7XQnCaO*ITI+YG zuOwqAFUeo_5~FuRNf_ddQV|V4(tLGn0cziYD(Yw<J^KNOi%>w1|NRV54R%i2urUfg z5I_LNrEtCpD91y1K%teno8$TY;*X4|DHA?JwU9N_WP<YX9N-exE9hd)G~EW;ddh0R z@c*73hMVnyN>KL(t<GUsP`~4-JXWO$S+b_bXOaA--|vl|SfG(i!U!VoZwBo$%Sf9l zvr>pdBBKJ+CeXEjj9P%!4kzU2D;I*2N8V}GUS^D~Zd;Yc)?{c=EtK_2;nKuD&S`2Y zSn951{!(Zp&46zLp{NjhvxjL?^4=Hcg$qE2i*?9f+y_%3hG@p;IqHwDn`pm*sYF9N z=cM4tjV+)ALid1wpU?r=Sr0$+mhPZC1+}k?TFHQ^SPA?X8Ax9jf~j=MCxyh3YD1gp zViV|2I6~l5sZ(p>{nJb#u;ywmaohlU<hL8$v~V$(I1FtK6xSm8cBw>Z0zDLw7el5S z=^*gEWw14&Vt!8mESN!aJ}rr1kq!K7p(0>(6a8fHH(5u}WK`EUa0`v^<lXMFF(Qj% zz(Iz}B=}!gB52R@(PhBYx2OhH!#xcD{)}L`WAN|iPmZR_Z*>yAH#k|O8>NhOp)GW= z0QEe3-Q?cGDBK_*jLYuBz-7vfL)@N`mWLwQW$p}J1ZDdEqbZD>)i}l$tmY^}9iP2o z1TmaMOywl2d#TxlmcvSJ07N#pMhf}GyiAltO&uEbUV)hMiI-pMW4vhS7%1!%ah;Sk zu=df$QGZ!oHslaWTITBDO^|3Hdi4c9f>*X%ZxZq<GVYmU7SY8pxH_?EP+oUXwn#aY z9H7uUt%>WAW0A{X`9^QQ24Q5+9;h4(O$<>Nu$PY3w4dfJlmGLH0DmP*ZqyTco9{o; zo<IoxKt|n_HbrF8_pT&OL6<{H5K=twd^VWS`&oQJ5=Y{1102Z*w&*|w9+EGi25rF3 znIIbwawuErbMEdVn~Dp1O4I10ZSb)Ve2P-nMG1ywkpeRUkjLPOA$h{r3?+-@-OXd8 ziY`;_h8l&}nhv}sU5F2dE~(OCn|}uyPN0pWvfRyyomb}5?jj>7mg3-h)~)0jgy2@} zE`bKx<(@H6DfMDZ9z~VOW?__9%#NdyRv;}t8(BtLgGh}S^`7VmvF`tV#Nb&#FY%EA znDEa5|B>PCQYYbVw?~6u=|M=6JOlJ_3oUt`G_u~u^eO`pgd@29ZB)c{X#n?_S|+I4 zNrC>E^~eB4OJT>LqB_IsrFnsmbU?;HhR<R`ebwx;`$EWG%Vq-)8fe{MWq{>BGnhVL zb3bbuoeA70KxBTcdaK#hjWzvH>6&Yt3l*E<Et**=(&l;|M!lnFx6oRc77L(6UE-8c z)}Da06X_Ez2@Bg0uo-dSB?=r{AkhOuo9M8NTCP5z<v4L;Vj^`nRTP!97CDWU3)~CY zap`~~qbeH7_zrxfbKJ5S7MX`Em0bjZifYwIZyZN#d@4QUmLncO)cw;l=uY_v&^qB_ zT{M-HkVC#4?o_vvDY3|r2x(ar0x{Ykliy|Sc6)*3ZvdQ^=nGo3^_4fSn}*QHkp*&L z2#}zR1SlA@w*U+wz-&$f53`BBb<s6$S;{ghOSUDj-ncZ^?=1jEg~EfA=u8pn`S@wH z5+AEe8rB2Hc-Mhic(DQ4<2xP5!wDd%`82DS>{8z-a?Kr;W^BN;1uBtWz<e`4f!?~w zC16W?qLV`EZuQ7Z!E5J0^8v~=#)D=2?ixpwqQ_;Cp7r;z21UeUv8~#~Jy5+g(9nwD zLrPSO?&uobv8KXVjrZb>WO=ISQ!WO^p#2eu2fh8ApcD&jn;Slqx*6phr!L$LC@YUt zn>dZWV#9ysbx?fk(f#D}cc*z5wM$XHgVbfIqx=ezp2ys2?e*Ch$HY-BNCuBInO0Fq z9$&Ww0xdRVyhi&(+7DfpI#HSdbTK7<G<8YLE;I<(lbm>l|9N0cK;wF;dEvkke*?b> zmBGLc!9N+bGcOO?_^NftI~{?qgUVwhB5VPYC+bM9nIwfIiI@Ee3^lNKiOXcBZ)(S_ z3BlHyz{`9TcSa<YOY6ki8?6JKwTaH@&*14IdM9KgIATjuvXpPaIpE=ly6v=$n=%P; z(PDhm4Ool-HMj<r7GMg$h(U3O4h(&}fzD3n0%;!aCkg_YrXaN?^68A?X&`Kt$K(4o z3X2?(pLMLNGwDa@)ECT4gF{7c_19YXRpR$n2Z8j=z#uCgYcefR&gIO{jKqO-83`{O zzx0+uZs}Utv44LD1YM`E;$7IEA};leU^50S@TgsJF9xe;lpbhjWWdZx39KIk(ipV1 zJ^Sk`u>fRKGA56NXeEP++Pa`GKGZnHu6KIpQePklHRjua|6+q8M>m9ZlS~4(v*bn> zZ91e7h#T?sLZkNs>6lQUkHy;n9V@>LR49bh2Uw$&N^SsU9dZPk4LTMB0uvwwR$+qB zs6tYMlPTVakL2C7KN`YvbTN+DI#@F7VkqG)XwcI8<88Qwq4_$BmH(pUj!?-BySiy~ z?g7Kz(MyIPdU37ibMdEsxD&Ee6}E=yD7oPU3>k&5xGsRHK&Si^Mx7Y#57f3KzMdZi z1lC7GF~0!Y{io;`!Hehh_vBjcG|8-thZ#x{rNS1>qM$Y!G6GsToCyQ_MZ)0<;cM)y zI>MUMNgMwiu<aA*EAxPurq|%s$h@%grA|mCU)&n4bLQS_huE9I2s^`6@*GWx7apzv zp3RkwMr8U~_^R=+cTf@PGd%8lZ=7>nG;|iFuIzP8r}xVefjs70)VpD;KVRqcXWfJ{ zo*sxr*22frj#*Vl+Z*u>${!6YY15!0H6~vPfxISyl0`a)nr?)XB$$z1(dJInY8zEA z+#=wI_BrLkX#br^9~>~*ysk#Sn2Q<BzG_%xA`n+cq4jVqFd)KK88XY`2|9_(V(ZaY zJc&Q!JunWrAo|LIxc!Al@^bgM|EP)f5&$Z{TeRS(1aOA{%o>EO;Dmd;0iPoVe261E z9?i5Yqxz5G(3=f3g9O-Gtq@m?i%p__NrJ7-qVh_;q@xjc`04E}2cVhZU3$de|N7Po zXB$efSsw2Yskc$ZE=~y4>@@eq5Br)M6ocLdLCFu>XMBnM9{BFc&#eH*vW!Hb2^~O? z*bC?ACawdU+hn6^r_cg~Jct(n|DYa~fEX5-xDI*6FAQ=kZC+-X+#pg9IR{xt#!LYT z4Gb!*xLP++e+^Szw)Ib|zY>R#jziuj5)}*)i)LE%)c$6t7CyN6s&z*<{wLZm;2>b5 z^14;H0FXN2S)eV$Nk0Lg*M1BEKFtK9z&C|KYSYkaplnMTus(;Owh0@wam*dm>Eg@E zZ^2uVe~MfK%@BJ35fUUb=|Fy&oi9X?dZb8F9U?ip2*l2&KWrS}Pn@`v@Wg+Xlu7o= zqk|QS1ou1!9;B!T>K=4pC-@=62_#rqU>muc9%tNl=EZ^2nU)j2BqI?EirpHxk4$$} zc2*DVi+CT8^gn2h(Nhg8K5!XRtG5Z-2Z`tON)tdu=Dn{Buhc_D)R<$1za!B`<y*UY zKzQ&+<BU~)@uk=UIEsn8M^Morw1X~}WC{@bPugj~@n;4N3bj$rTB)Q&aVcr2gK$0d zh8=j$F<uj`^GXXD$dEw*%eJAgT7D^DaM(pL_*euDLQGQm)<9WW9n|A%9CL#W`L4?L zX<n2LAYA~v12#dxUEe=lMw#M8kbcIacv$P!)#`u6^ODs!;C~uP-OmVVeepmR_D&2? zmqQ|ea?0hu6DXE+d>p`a{6Nb(P`1%fhn=Q>kjDI$laW}9uF1TVf$6}TjX_z@2?a;= z>Tg9oBEex9Trr-JMbx8K1gv&B#2RU=$&`$zJ8XBY{#e0wUHMw|!d^jmxE*NcH#5BD z@rw^xAhYBGYB6BG1&_yoM3+<e8gvUf%eCOM2ELxp&|P0vu*JaUk!(~K3GI4$)EiU0 zS-JQ8om?C*=!rrcDZPlFK+bdDikHC(i-a8!Nt__udUOQAq7-y8&@!R;IDlCKmOCb} z>2*-AT+o4^sprRJBwXSgDq+4jCQlG-^hBcs*o|w%mr@K`?-j^p9{Dho`>6*|6qFL* z+IJ~Kz4$Wq13xJuQ&uA@;uod9@@3W)9Rb(EYsi2@UPXQZ($Pc4OH!%|#Mu^#jV+9e zmFDUua!Iq^u?J?*%j86=*J<ZC3bFrz@b@VY!psac&KcNGqEl~O0<HWtIMlZ&-(sif z)au4j|7Ef~K2%0x61`|<!MEu^@C`q^zQWg-<q8|oeviO6nw{Lz1JVDbEkwtPWGuxB z)K4p7J(AzcpGZHMpmq#_aBm0F;3u=X?^rv$SE3O@?3{}L3I@pDa=zZVpM?!?gg5ma z8wbFY7;-1-Q6*sX*{CeV42sP-Z&|7Upx_Q@#Vvq+M4-4qEDSUjqL}RUcfjKHuhjN# zS|tD5vvThEdWBN96Y-~rcy}6bYVGjv_CPvx(^^EnkMdu5i`OoH)3En{rKl6p&}H&% ze&s5^EytI1fDmPTs8Kr=U%zZ-67@(#9i}o3_M=``as&8qNq+uQs%Z5GV~aY?j9jCw zCy@}SM_ji5V0JlWS*&M{WE?ng@gVe`@AVl0%SsAeYz0VzOa`bU*cxDeJ}e}wGl4k9 zwE=RoM8z?BmkAR;JkxNzgs)1y9;$q++dSt-_WL4(9r)IeGXwB_F@m5Sw=tL9|DbZ~ zxn0c7<Xd;J$WQ$j{q#^rtQz1%Rj)eWJV7uVz^^n6V629@l*T>&Lo?{ij3TeLk{jH^ z9r3D$Aho2#i^Jb4W&kdi3Wpj=w-mh%tgnY_eWhBs#EtPHq4~gZRRjHfIYZqSHx2CS zlbGiB48Vz<9_IYwa5T*T!kpJ%AlyCM3^-KG)@Z<BwrLCMAl*_CpCU3g%<@K#3qUvE z$%oic?-+=3SQ$RAzd-d%3#}=+cr9AO8<2+G{c)@LQYTV^OMNH2#c9A7Zv?Atn<JG3 z;ktmBa*m1Wp{3W_-y25{dC2NcmtGeZPb2lVeALOfMT4}g!$D(~1HcC(OiFOJjqf0c z*#XGPq3#GfZb4H6E_~|-a!IkzLpAmQz8>^(CCth44e8~!RtCqVFhr@afoW&JbU-^? zs3T+nfpdnK$k6WMOIijn*JTtRASx#{%z$D94faHY^Ku0n(GS!)gDk@ZjSv0o_co{~ ztivrbiDsi(C&nZF6gfi-2gV859B(91_^A{iu0%ht&SJYQUVmVH>MdGw@dP?bwu<t8 z6K&}{`AbYzi)!av6pGY1Q+hFjljDu+m}88Szfgv4(gXR{8>`rFLmDLlYV4Fx0i!l? zjnV{QE=0q;MT)uo>?RP!HQYaqqg+UNp$S^Iwa#M{kGjA<%{Ti%az$GU*jM7CQv*7U z2ht7f*(h5P;QbX)f*=K(Kzq+?IJPDZHRkB`tVb&g%wVNkyo%Jc>A-lq)&n(+aW2;Z zWC-S?px;dNQa)6HQh$$+xmhyFmla*nQyPwZ`WM0I@Pme&isAI3MweF5A#>SAUxcs4 zMzvz5%G^<t=sg2L3OFRlX9Es{TI!N$Bm?4H2e}dOdqesv65c@ifW8D>KgO#D56+j; znj65ogN{k`!38X~iac$>*C*e~OfFtE(UU#L1)8K!Pl<Q~bq9GzMBT~qlj>WUgvsek zz=JB4QCbC}!l4JOOG!CZbLPT4qql%f_-OiRIGwLns5h{RH$fJ6#!#{h22>+-^dD=D zpr<LoG8XkTv&jD7*>84iz3hr^1X<iVL}Gy;$4}+%qaG=8v2`!{86GLj>ZI#6)_khP zWY3ij$AQcXI*p2R_t5EeNzcAMNKF&bdcOv;q;X#ItzQFkI+D2X2~4q$N(8A$_3aYv zchE+)lj&f(OoH|<_sZENS~MwZ8~E5UsMbx7wqiSPq*c&fb~BDLc6D)FQTa=1wj%X1 zK6Jol3)))OS$TerV$(v)SMQMrGN!*^IA{ZsKpru$XF|hZg+H0?Z2}Kk0)epf!tqEz z%&#|L7tLgp9W7^DhK!x#+UFjaZ_6zZEc1qg61;Idth3f$*c$ik3=kWO<IPTx7#3*G zM?UP+K<$CmYj8S8Y!K;g!{~rqsw-*W3UJjj5_Z`#w{#Hg@_iDGx{|&dj*L1?7tN0N zB<3b;CvXYq?39T9VP}d>Er6T)Ih=uP3yzZ7-@z39$U>(Ac&Vn|V3!7m)PaC0&<G#5 zNdAVH0vy2445Z-e8BMTS%52&NyhB(|^dYE#>U=CTqJQNJARiDqe!DRZf(8YEM;_kD zoQD968-R{NXgDI3Hs&TUa;0!o);fsSii3@|0BOX75kWX;@p>?BO4L`GMitwTKK41C zi;W^vCdqF|pnL+ex#R3b{z$Fw3bGCJ>l_TbnAhK-XG|<owJ@-^Gt!aVLXX}}7SS5x zFKZXAX<H0f`0;pB=g0JrzQ7_N<BZ-@Y~})sK4+1x^7Go-xzDQSo#V1)iL+4`GBDFo z->k6@3XQ&NGSj_rZQvonQ_pqHXpR7v?xxJ(v&ouC$CgcvkT0$+?U8Vfj!M3i_xtn> znimj-ZdyhYe2uA*q_2|K6UATuPLPQ-gZWt`2)OMunT7VDfIO}s@44D&3~~G)0ITk- zabFP`)j43?_Bfl7$bayZfN$@;ip1zZ?Kp#^?-+cniLb&iNg==DJv3t5A$*Uicu(WI zjcS{IdDj}yDEzQ`0t2D~cT!n=r~Ew);oMX(FZv|x_*JRUOyj=97jbLZr^*)m;#5H0 z*#Y~V9|B6sTdgh4O+~lV1E%6UdBn-`Fet84eB6l`u@sS~XEvgx;GLBpbP;-V1wc%C z&gEN$of1m!hHr6{KaC)6a*3M>Fi3307#rC0qsnnWKZzl~oRB=D`@&kI_p=<Q@`i!c z?vB>+Yu8`Pt&Erfp>HbKX`tVdt{0LjRGi}smcscNz1Gs>1{O%tCWF*ie9x%yJsGn| zE^-`b6F5+s=y(3*EanbLf)&y?(0DIH<Qnldh<fKWa@<ioqxV}pOfMej&IwQvicco* z1V3o?SD4{FA;FhzRJp*z0;z-n9)W)!kn92nbJXfnf5H~D+N5OGz`hRnU2u>{vj;x? z`6U4efjClwNDdIvq~zjB@=vA(qZ}-(Ik9Ni29TGnu%k?ZaxLKwKlA(`^*L3~*xZ0= z0!!Wik&S7oxv$!ySe;nw<9otqfQApBYP?8vo0R%YlsW)ym)E?>@G9!)V**}%0mctQ zj^EN5z)BV;T_1tAy6S_x0rJ#=orR^`)tGEKWmku#n6YHWK;Yu-?y(fD7X!TIB8a5m zPT_=HF&zX?>T587kb$pr=U^Bd59EXwmd<jqzw{dUH`FNX9cUa0G%^6@6`}E-KU6fQ z`rw*rufFh6yNlL-4z@H-0u8Nkzd2~*yQ){~#@sEGR5Lyf6i3VfrVuW?%L7=D2->z- z8-GK53==0qj8S)_qcvj30rn$?jJf^&1C5^ny<(Bo(KDdqn`pnc34buzYsh4#R|_s& z6I?!4Tb4Kk!U~J1EI*6;S!*=M3P&Vgv_y!dI0g2y$dXpqzQ~$t#1b8&!4ZZ4WbqnW z5Ogk(Q5N7G!$2~$V^UzG@|@&`hx9_0&HgUzylEXZ4oPU{0=1vhH=L}e#Lg<ZoPp_+ z$lE5g$1}G1LA?9~=ut;+WX$vajK9ma?ma<rbW{u!Gx+)R8pt6WD)E2DAwYy<a5Jcg zHXs|bNOzk(zL7239xI@JK_u!y9P>v*oS#4QUB8Ybf0JAE`Y>R=B<YK5)qks4nWm@1 z^i^xs$f1LkZfjJu%6BQ9KrfrUN5qNe$=EG|*h!O-7^KD#^V-06vp}p1qU2<~Jc#K! zAfHq{CFOR<sq6rLC?a1+*vl?eWr3m-y<XwivMm+`rQs-&ptID8=X6odtdOm|jp(i! zBkJW?us>@if5`4YJ2`!O3%VVECx37-Etdl#R5bypYrPhI;>`+{KhH6xg1uig37kOh zMCz~A!>=8NJ6Z}qRbjM$O}fs4fl+MxK-#y4hw}pVK&pe+^+uW)CSt*@!^LLg%m&iG zE;qpc2ryedVz&(s`6IPuTh^MCtD4jDg6sTDe(EK`ROTCjPMidZJTs6Vqq&okt}g<| z-VR11);mr4-XPRpi*5!r7^JuKDZ$AS4CDAi3CG}zC)(yX2C7qBJ7J)?OK!BbgGltN zQaItKY^Qv|g#J?akTIW2W~1)5BDO$^x@RdmcgZc%YcdWS{v;g(4i-)GXK?WRv~VcN zM;SoP4?M4Q)g-S!9;m_70F%_gVYg(xMqPw<dXYs-&PkAEEAh9oDWHBaq*&Mr=w$wC zuSY*I+Xlyz`d9-)(`ZTy;D<g5V<6V>dN<jBMp8j0bXUL<jO;=Y5!b)UMlaF!>8t2T zgHgr9c8RhHgd9HsTa<F0JmOs>3cbfY*8vPt8TEsV9T)3s8nvvWQb_7e-E<#=O83Z5 zHL}bEm!xv}R9Vwhw9@Z78E5Oz=VS@s(P?0vCX}JhG|{0O@rM;4!Z7>N69p<Tu_FGr zlAJq9>T|n%9_dq0)c*|+m(B9Q#O<=O#aAVSMmI!)&y3z?L8+cpU<)<vv5T!ti^p+V zik09H1Z4tbghu=;b^dn}PXV~995RqDdJ25!WQyuz-OmDibr}Fr_&tqoHzAM~gFiIs zs3eQzq=`oJkA6H%Xlp-JS}HSE3%{%Jo&nl}VpDA*1s`wB<>z2r5`qLDb_xc)yB^sp zaFhR7@BJ)v5d9JXXJ?>YX6Ok`r9z~SA!0_uED#KM!RV`+Y_|oKW<gtjsK^%{%+^`k zvEz40+Z;^5n>`*0f`2JjgG3I&I2M{5@Cf6e0<H_IC5B*fujU!K<o?A3gxLWU#i0P{ zmTwL7^k;i};9$FibGCqWd^~yQfk2cs0H7~KU@YG8>qv{?@A#&_f0hlP-z~S+H2v3o zj{u~Sw_3`t@>xus<F{)oWHo`WK^uv#^}p|BrHPJ1Ul9n=ppW?>;QiCUvXqj{bos>u z(sNp}{RlsVQz;i$a#!Uy_49tXs|>tT!g^7xZ97LX<Lh#ZUfH;B(ffWye4XQzv~l|8 z>kAut0gF0}#3kAVdML)oTd~VS7367W3ln8$v*;l1Sc<O6Lju*5DQk)e9Ww5KcY9aD zHsIe^`U`^VCZ+tmgs)L8c!#4%p7W1NG<s;g5>jS_^uV^qTQ=xR-ijVyAT3UoWIv1a zz>HtXo9OsLqu-DOGu}9J=jR3b#35x=u{E~YK+#aRXSLk>pQyW)z^_Sto@_*Iy#r25 z!%;ZL8oL~l<Q_}5Ae{jRHqKA;i4@c=f6SL22y_9{Vj7w(at#mIs%;_&H_iL4lqoZ| zi|TcfF2*H2o;<Pv1{uXtpF0e0nj6@+@{zUW6rYJlZ>!%_oj_~(eMwjoa{4B`OiFD9 zNcy-7B9Ri{(*(frmK^b&_acx`N!Q1Kb2SC_F;j7P6OG&F^v%jXiJxd_#OfwwY_;mB zfa-Xk&LPwcc>oPGw@p|w0PYWvG0@Jrf2~EfrVZ$6^KBywpaIa|v&}(jZTc={TNW`; zEx$$DfCmF&8d$f5?nzOs<TK3bEE}x5wA;VI*)x0!1^A+q!IbCcI?8V`zy~`BJKlek zy!CMLKimjfiTfUGv~IE=wUj2Bmdc+jqJ9;AcuIn+Z#>w5Yp2-#8|KdoTL_qt`V8if zOEj(XD5V+n_nv}3eBdjK2Q936UWM#V(ot!b2d^yczZ~MsE1d+X$Eb~JfMShG&)fuv z0DFWhyymltfd6Q>QJqBpzIPfN*Z|eB#RE0kcdQ!t#s_`z=KR?T7Ks4$ucek^cX|qX zpiI?5(|(->@>`K&m-<;07_EW>)L8&047fl7HA(wxrHtJk<E2P}!R?~dMW>~6FeWc| z(M)iz>XelmZ{;~{3wq1%`V2VTE4snCH~;Qu;fJnW=G0b!6mW<O7_`iQ#YXra%r9Ym ze(nu`&>-=t$zuaV9;qQ7h$)`Y7jUouz{+amx_ktf(QZMxR)t^$)-eE%gnip%&Og_q z{FXlrJQ~6up0mtcND1rU5s!k9&rZ00TdWmROtC5GV_L+n2LeAT2?yW8$K{YxaeIP- zc;rOIU<Y6Z^cMJo_V0Vx)o2g_e*kV02?8%wHunQR7@Lp!CNmb2)Zeeq{DS~mX2=)} z3NO+_H{j%gvqTXP4N^b!4Nqc}Hqo=(FF_kpEM9WJX+yyMIyV^=@y<J7l;1yd4^N}S zcMQ$k<AFfBwzUP+cqYjE5WeRbY42o-Ao`N(c`yR?!|@-xUaYPCDE~;n5=~n%V~fYF zU|ad(C-N&SKm0h6*r=!Qso!IG#<y%6#55c53rjaBHnUO3P{q2v3pHAb!9Rd|=g$E{ z5ukJCtdv2B{$VhG!c35B<YKn{G&X8oUMJ-;thS#ebrbcAdIMMq@kSffIjb%+!8L#g zjREz^0ax8gYv^R4W?4FG(@__wU%;o~ig^A4=_c}wOn~l?autv%qf7#SNldz)Dw4y` zP-f-Ml&S(C7tR5K1<W~0w=ZscfJkEtG%)A!kOZ*!r56nm>M56Tly478Qkg)Rlu@wZ znoA8&3(gR~Z9$`?06V_~Tc_j{+#zypkop>&)46<>6$0xR6LPZjG)TlP1~;$sn|!Ep z%p2JvB0dP>XHug3u&=whxdGqYJemAe#1J@&0-5rUNC0tR>?b&iwydeI+I-YIe(*R8 zQYr}w@IF%-Dl3Ow(?R&6Nc_|@^HyhVt9B0FE?iM^SHl3Dvn{7QHBkfS4U2%-D1K`4 z?dx*egf2q!75U4%Ei|B3HW+SCrXfLalX@!?Vp>k&8MzoFPD(Y$lgM_saK8z_g16){ zin*kNEE&5cDTyF89_if%@LX1W)zUiyq}(`f42&$m>46>oF~JGM9aPp+6A)aiHkGd& zhFiAH>7=~irvo4>W=TN{-B>)Wln<YzEK!;CY~UyO;{)E|0!LHBL_ot}r=y{nv1Bh^ zKXX29(>^8ODm#k}I?~-47jBPq-k8Ia5?tecOIR~lgZca;4XXpj{J92*NOb%_SPJuT zN(p(`7Vm+hw7cJ%hAx^l#gnA{JHZi*Pat&FTKbd9pVF?H=q!C2n7L<X<c;k00A_&- z=os)<uSA|TcAD$LCD_5^x}tL*MrF}ML1rvJmG+J7mDD%feMLXnZ=^);hZEi`=-%KX zUo|FFv7>E1t*YtnZ>9go(s#!-edqsQhvq~DM-fnjii2ttP*gzHRSyR$ev6fWViG}u z1HnL*kpR^=0i}o$WZA0NB1jl2K}bRr!Un|w7<L#!2%9j%_&q<~?~i-j_38+pyx*_! zT%UL4No>G0m?JU%mS14GVW7E?agp-QXbi_Mit}uuVl|WXDIz{~SkLW*on>A(>5+ep zlDAR)Q^dL1vY@1B<3_6G+O3bcgl6NS{UYFo|Mjl6F1*KCS&kJm6q6g@tzqV*PyR$g zZNxd7IvpP82y58N{RC+9UrmjG7SY<JBtD?U^Rt*ID#UCDA<MNyVe#n2DE~2VNZIQ^ z$@cxmPXyFbOP%XEin~AN=$B=$f8N~GiS<b6*w@<xXoT@R3!u4*^87lMCk5?(S#T64 z38+_SRisqOT-J?xt@V-fCx8re(w}nbHww7<p;v7PF~w$cJlORof}=K%N#pf<|D$xs zLZ=AB=BiSZQYtjI<5*%g(70H4R??;<GzanizCSdCY_CrI;H4(5Z>)BX(obuYzlhDX zhJm9jSfUV?TtQLkq{l_m`mmiiGd)!5R)Iq=4(}WWq!_&nBL_&pVvqGKS75%c!-8%A z9Gfk>qXKTXnCu}Ej4pamVY$}p_I|M<-a4kwsiOfiwoP%-*dj|Oz=X~~S0w0bH_<+s z4mPqd#`BtJXeK7bJ8pv-PQfS4df<QYaE_-&X5|y@9&M+sM3>t+K2jhAk^BR`ZlI4O z@&%SeQ?cO=0mwE!#pNu`No*`iV9ROsWqw1(6abg@7LT}1`-s0O(6Ict-De-{4TWj| zO!d>AhW!0eQ7`wfaMo^++d(@5=#X`z2)F0q2ZMSM!8}p@3@a@ICD<m6?>L{Joy2S_ zY>+1(w}YCFrXwVceQuc{{$QL^t^2sioxkLMcL;Qrsgnk#>)gXTUs+pE#3fUD$bgUE z<%il0gZfs4-^ED9JC&5lKy?CmGsxXl8ZEld=sp*Ja8+>81=U$nesn@K?nwX1BObPp zh&~$S+%Hb9Ti-eyk%*6pg}&iZ?ZIpjWjMm=YumfOrycYL2s+)gUPAU2Vxm~}#NW}+ z^|76AA6gwtK&Vw4+>#r#ayNe|rDzN)b)H@0Zmv}<B%jT#-Omz00Rj$$!`<dyHS=<1 zz={-O-%b5FTC`t8!MUN305WJvVDgjGbjm$99uhJRKex<#FWieBz&1I7AM3I7tc`PC zc3#Xx*hECmAWjb<vkEknS`bXRH!nEqv*@9P(U6Xx4Je?(FeUbp#nW_x{(RbzpM6X~ z{YrDL>{3>Uy+}>n`S?sX@SE+x#{*6p-EW*YeGp6zi27<$UeU!C3);lV&!V9#3UGXN zJ@nS2?MF{jeu)cg&mN(ASZI&&&TDKAmVAt@6`QM$P1@&P#}3gzeFeUa;D5F!5a@Vr zwxzl%!l_4jk8{DekC(%~mox&%y@-PSlX1AhBQhLVLISVOE6jWIqivNWsqlL2G)O0| z>CtmZg9kRpKaBOnUZ<eFOJFN`|1cU3bP1sj123qH)=_2U=9;3nQ~hOjiMXcMCvXVJ zM}nsp+hYxeYvZg&A5p7{Ql|5aSfgtrUL3w`dNkfYx7t}xtFn}LkpX;~ku(*{mK=+b zaD55*><?a@uw?BR#*o?nQ#v??uYt0xUicla!G{+p`7B?1NO;ly4{YiL#=dPouP`id zDAK!ivpeQ`Wf1Ci!jybd`l-IhY$(%!i{>2xI%!UHk?O?XFlIf8)$Luy;Avq~dQA{8 zFTOiux%PQzaxdnZ6pM-EV!LT{T0)Vw55VO=c4su0N33&3`KM;X7>6^Oldx<bK9Boa zL%ygPC5_2Da?Zy2bN#uH3~Excp)Fv1fT~s?DbjS#D$U05Iqzn#FAHI%a&9p;IjSgk zIot~wTL2K4|CW!X3PaJak)6R&#OD1$WFX8E7(23o<$i3S^J4hHx!Li|tHgd#9_?cz zi-p?E)B#IQHGiZ%n~_%k1Aq^LLTdno?WwmIpF6Eqexo)b#~tk_&Yc4^Uhu_qJFvzx z5)HPWm9XXl3$hgMq9m^udnY5d8PZgM)lJi}*8y&w7!DK#V}xQINd?>|^$PQNFny5t zM0c21O(QY7J|$FzsXBhM_5pQDqUotD6|1&Kmj5Bgtm{PVr#-*4)A#EU)t%@wozMr= zZ4|hX^fDd$Hk|Q1e1OrIq*BQKo0<C4#|Vqz61Jq_l3Dbm!FysFU*mcB!=n~*d2T4y zYAYik4fQ`H>mP9bMI@+vvez`ynUp<Ewu8<r<IILpUYh5o8sCgjtLoTS0uZ8GoSq-! zf<<^JCrcEo+saBcTBdh^HQ9`2QZ|prxheJOU-k01-TXjajFpih;*)cL>+WH7E4L!H zWb+t)+;W)#CLR0;UrLQ9z`8;sVdt3R<DW`RJR^~F*jMwy*h>E-qAGMcWEs~mLaSp; zBhxcyfX9FrViqYEz4vroD|Gx2A)O|d7uZ9rk$db2>qZJB)2C<<)O9lVO~a}{$Sui4 zD>y^aBaq|g6LdiY3P}&S)3j-M1E}H(tBG>x`n{`l(-M*?Rm{KiBQ9k0JeDg_ueDCA zC^c+?gjofsY#66ztG{E@zRFT#NJW($RGztG1xenK*m#Xw*~?r%VGq#wqGpj;&y5Lw zo>+^QTs;0%noUpyx(9H0cgy2yBY^O^{^g%#6FU)RWmE`6OqY2`ct#SZA>kYJuOXB| z$84&di4o*jaB{yzY=)cZ(Qu22uh`;WR>f=8zawY&nRe=G4QWb!L{|UU0cObyE1~2w z*t=RutWfE$1DO1=c;ScLb=q^xHO^Ca*a6PKr@oC%K{wu8$sEH!q#G#hmOFuq`v(-I zvnY6o^Ul%*Rr<Kyion^hGm`Cw4?;3Bw+^4$p@LfO2EMbiv^AI{j=e~Hx7<3tPOt5G z>Ry!r24Fnm^c&I`mLQE`)jb*335y8xHT1=bW8Sv$RuckQ%Xd^#w$3vk^ok8w8xxm| z=)^cj6&FoX7``jhMs;k>%?(8fmMO>WpjGfQ8MWJze)lK}%8}6%sXAwKo{pdx;#<L& zE;Vka8e_g6&9azyU&PLc%1`}ALAxnD_7ON>%%u2b|EQxn!*cCzX#H39j~dXT3?JCY z78y}YlgzyPO(T6>|H4`VfuereN6IzVoWF%T3GqPO^f_#%!o7VtwHvJ~nZIacGW72I z`&#&^eDCQ^(}9@WgZ{EH$u#mG5CNyQU#+Z(FL!<y!it}^PJFR9oNRhqlYldz8`5*b znpI&1!b7?~YSQ2t!>SViJXFYU6&Uj>TG*h_2hk2n70JBwx5F8Fr)|LAzs6Hbx$bN^ z@GFEZ>ml{woX+V{t_;99Pv!Y~n&nzs8zq4Mqnbt%V@lPNKZ}!lA!L7Y+^)m>qpwKN zL6>tHsBAl+;uFAUOXD_oImG#I!4jNP%QmTcLMOz?Y{=gDK;-PQ*K1R}?ope&I9xp~ z30GlVSRw9-xA(UFK!B3)*l?JtCvrcGOxd;bXCvbYEn0Qmq=EZTJE<180$Uv+mIiy_ zeFSumV!v(dDD(z8Wf*}TakEG4Bg4m`pDe;W<w6XbK9{7`j~k!fAdfnhiC;EAc74hQ zzXNMXkFqEHR{{g>;=Fh@Z7&JyCLhC(?)&-KXZ<uC&YKs+dBXV61L&(m-HOSovf7fC zP~|uDX3(m*$TtIy+sFNPe}sGqBA*xctc*%=h(VQn&^pab?hlR{Js3y<;#x1l6nKY_ zsehGw-ennXQyuejH6OmAq8P<+&H+nHV%8`sWm)%vZp;^gB8h-9iy-SI7$(<~-fy(- z!0rf&fu}X9DW~nT%)6<n7=7xUXI{mBP30|`vG^D<_P2GR*$dO7iPAjbPVaubn65R! zMW{KX_YU)X3Ecz*gt~y*$<!IDZ%#IRFd4?^F4cH>oVLD;a~kthm}2y3CBayKA-M4_ z{`tPg-O6&DEZ(o~p!K!K%kB(o0=_Typl>hwZyzBv&(WCP@1J^2r&;bXEUs~wm&!>N z?(KobWyU9aWUK!jGzFdP+H%I>19|>g1jqI%;!{>LmC&0PLBoh<Y#JHMIrjjot2A7i zeVq?UOto`xR1NxZeQ!T}G4<^v%LhQqqpRaG8QomJAsyh8?=hJKF>lWw1;v8RwHyj7 z0+}`FV5WE;hyEOfBF1yauXd7*(B%5-eBTOmKD#rb;Dn#L+HK1_byO9Px>nEzsl532 zRo;V|{iDm<$?4J+PC+V2{Rr^@KlKK<h|`vN{tY&7wN5*CBaPr5#<gcq_!vm*n{SX4 zJkv1d7}}zyR66H{eGu&w*7&Nn>PN5yAoYlOm5_W9x~fBw`%5XG6C2%=IHklj7EpUu z0oWzz;a+^&wB^Hu&`O&Ausc6>FFSd};S3EZvL+ae6C%)*81HkVha9}Slth1QO_)+x z=B3!R&A#29ev0<^L<ba)y9L*skFN1EskCxjiCMX;*XKROq07Rkcl3_`9qc(Ftci#h zM7!(RbY2x@_2|envC%>i?H!*?=oGR?>a<*VA@geof}`4%3CYEAnboFA-d!BXt|P;h zQi`82^#%b~4>@EJE4I~yLOs7_8alnFwP#PA-z_glfA~TEvA4v=J)Ha|*SH26=_dIc z^-jGQkN)t8`KM>?jZa5iEe2K#e^7Z9rOw9(CT`QC-KL+c+?9)>r7@Oy;1R;Gj4H<} zS{!aFOe0@M^cNh46yq=GhOtmwwEqe889(mT;xTHv&U?!g{=*Pf<&z(C{`LmSfHn7` z7G@=a8SS9=jApq6rGyqu8vIRoZosG#+Ef60Uo}soTf9TRv8dadS$nopWq{|xE}EjB zrYvR&zA~J>IXQ8IuYd~s7=yud%}V`AojB4Te0Ysdd&9l_HCI*=Qz4dWnZcou;W+Wi z0PM#agD)hMr#%-+qYrJ$a>q{wYB>cXn{4NU%->jV?6rwD1uYGT&oBa?#HbQ1S$SU7 z!5ZkW93bcx?VSGLvT=JXTZF><FeE?ksK(`DHwgrSZQz8;U4j(4TJ*IQ?O=%<?)*=} z^3?zXFlrpcBWj9e-Zp>m`ik(4{;A$$4wyVw9>7o{g^G`zeAF*89F6tSi!V9699?q5 zE+AGPh{Jr^A;hoOp+R2nSwUD6MuWJ1uKdG0En+*tGCFvqod+ImkZgC)G;*u{f#C?~ zR!TB~pGQm2{{8)ny)tDyhnd`{75KrkyIwuNv8dwF!D?~YaXaZK_sqs>(<jSH6PLWa z9<Zu5;#sZy&|E*1n13*B)q?V{JCg)0meTI2I>Wk<uy*z(CS>p*T1-eWx<X(WWK&)G zx3}>j8+<C>b3a2?U{Yp&^a%eviJE)tV`sa6u!BwJPC|<<r{m|D;a-A4rdy*A`sD*G zL7`$l0mwvii2aXI=`5g16gibM5D-`wx(7PUD6I>7!Z+py>y{2jT!pmKx9?>BkcRaB zp3m!l=^;bXXBQ{T;{K+3WTUe5o@^*RUowi8a)k7rYD{<=o&zIAKbyp~@@ZE?Ia&q2 zl~Z8Y1V=YzL00@p{?QMl;@K|#4|*|K#*Wj<WdA#sYkNS0uZIKmuqZh1`gn#)?DhA5 zOPF>|`#R{%wPRAtoLT!kf}-xH1%~#}2Ji0yDgRkyfL;C{b?A;K@$h`_Q7!x(tqVVi zvf>Ef@Q7(AW@@Fs<?yNcF=_2^5*X*GYUiU+i*yrfyQkjizpp5zhjVH{OhvqCrV6N# z9btX-f&XTZI}hwoH0_qhgUn7S5o;zXPx5O4E}Hp5>e<~1nHTiOpaBKZ4WgZC8KGD? zEeAf|-@{^e{!*^kQ&aKiYMPxRkns{lH|Z=`hR}D)MKQw>$@q3NyOo|>oQ_78zv^FQ z<ll0WcSB0^CR8kV%7gF6$Kb!#z~ua*(FgQgObRqDSWLI7q!%@l>wmyf)w$Su!h@$J zr(@~L3-g}-#Gh28V29b86XTBuIs{`$gy5-SRi~cYCoIMBd0|_JOMX*rCE87{G02Qc ztC|pW?K7Uw*ELeHg+4K94B4a9iNO}wJmbqm5ASg~M@UriLOs?J_NWwwS8&w3QLafe z#_9b&1<|55!pPQ1lB*o%G0~8FU_@Nok80~?HyptwB#_>`#3c#ujy~%^fyjxBPf@>E zfswzv)N=iU&1WT$SX9nDsdk<W%WwlgRXNjC!n%RhhY_^HH+wzQAB1j{(9b?9wsQtn z?+F_abONOpJ^hO_eRFrjR+iGvH&UHZ4$fe8gv6e?UKTbQl(^Aq;xP6nsGb|CtQ+wQ z&#M}n_52%W)aBv73A02+AonU0M|3NQ<rhyA6ZSrDALs66tQ+A3Sl`{re;6F)p^*s& zI{mpy;m^(*<>QQD5z&AM#%Va+0Q<e3TM>u>oRmfYM@5S6(wJp|`&N2wtemm=BUl2t ztH@D_y>}}s%Rh@?=I;P4PF<e!pp<YSn71_~nI0`tZ1c}*SAO>@c!U6YduV@w6f<a~ zVjs428RGhaUpK;ZH6aFol{5+f8DyRLFsA!@`4L=PkpMT%u$(AOOcitrAuL6KX|TuX z^En$>1lii_Gt7?&Aa<O%OhxZ)&R5y8`V)fgO<j%s1475yltfR!NDa@*;x<o&Rg(^{ z#5YuZN+9W>C%m)oU*m6|5ekcj-|2f)<4UGZm7W$8kfaCgWL|T~PqonEII0xe^bZgX z@J!AIV!Mkn3|(C-_VV=a0c7FR#Xn$4gLWP&y;F%7(g0}yYsZdi<IaTAv;tRlxzjqo zSqzg*WzGmFzPHiFk>M9FmdhY_Cd>zmLDiphg?vJ3r-nHXzv^P@hV)Z5n3VcPH=z1S z_Y>-`K-W)xw3C+A<{k9cp#QL_yt0<z>75YCl|%UMVAIK7U!nkzprX8<$tUJ3Z8Y0M z!FJfkAV(SW>I3kxFBpLGw31+~0B~76I)eT$s&NgT5Kt4|Jq?bkqFAN>U-(Gk5@GHB zY4Y}XgUV7**Au*$j}aV}Yua^w*EV-)ed2F~#7={$s|*D6H4zcMBQ^u-TJJ*;l=xKF z|L|39i?7P*MQ-%zBxe4Q%Q=ytQ)hopmzSF2?%NPmjSQrBrPUJJ=Khmyn8RUxYp6dC zj}fZNhh4aY*}2WaQGQyxo*V8Dp+F(}^qUk$gAO1)6%1=YFW|<tiUO2byC1tCG%XrW zLRiX0XL(u#iaH9x<`Y6@!#8#`jf6PE$_OYkJL5!gSdd_AH5^)%&uht**k-^W5pJSQ zr1+t@%qe<}!7XV&rhE{JPNsdiLbvSo4jlsOXCF+Ve2D$eHZRwpuvu39PNRBlPgseS z%vSG@i<%NUbv*kYPvU;!s#YepZ?yi}cKlqm!SLbCuM8*zVQ>S4u9X|@B#MhlS8Gzd zb^jrj01{;3!^FnUQv7d1@VDwKN@*>Kh5#!5A<P(%>|x0ThX4UkWvP#U%fYYZdOr<h zMn|b_w=>SpdquR+&2sH_@Z0#pDMuSaOy%T;OM8S5G4Hi!Ux)VSO_@=x!HZ^iKPqRI zIRPIfAl85EwvgVlO%w&t2sb1hh0AmMqiqu)0zRc1RMsq|y(1_PA}eGF!oXPljVFn# zJLIqgn(tI&4EdvW4uP(%R_>7Zxn|b?aFd69-mo7klGlS`TuPwENe5d|^I#=tjc}^6 zYD+i3z83D~dH9qDllKotGh5_h`qH{EwTf6#uty?TWI60QfcWgrY`>}`&c17XpXtlo z=*AE77p+WqcTqGhYC_zX7q)$92AqGkXj`#|rBhmMYW&zD$j$$O{4wi(6}u>7OH{74 zzdgh~DneGnqqLUR3QK&IX7JsG#YX_J8+qyOq4NG%j>_C5PbOqwkO^2##M=-TzR<oq zk&wg8BRiRPdWE^;Oe#h<Oe&r+^1l#_PB{u$(pM7J5k#f`9SoG;9m*a7x(DHPfVCWU zUeHX~m@$YKDT78KAPaI`2G(b~#z(r*y0~oV6C^N<t6L$AVOSr;EExZ6k;VQ)rbk_n z$AFf~9Mr9_Hi~;^Z;Lk6OT%+k6dZQl+!#^<!vjZ$wy$ZQB8LJ<+5Sa?&sflDN))^= zhLPp5kU~I7Jxvg0@}_-NBvacur`PuHe0ai=i?sGjX?ADsQRRuQD@XW{b`W-Ki1P?2 zX<w~DGAxqNRQ<z93sFIoTiMmLMK3A1TRlHZT>||kVT!|4CL}zH@>NMX&=H6Th``g! z&+yPXZ&5$zhUw{~!J}V^YT@2;v4h7U;UG6U&>_THP83nc@Qr>Zr=zy(du^-*&k6Zv z`!=Xi3EcvhQyN|E5(FkXtsgec^&lt}M@XsFXKC$YFSfZChe2ifgid>WHcAg$qDP}m ze@-o-F_tKHNx}kMYi4kd>$U2E)ij@A6KaqC)1KWawW*1+n$UlD?Vz=)Tb+pla3B>q zR#>?~6pb}<Qrr#^T6-eIQfv>Eo|_wt^l$YO0t@+YCi~UP9^T(W^j+ANp{qOXdHA>J z;^Z#OdpfD=>w<yU#!n0Sz-daQRejicLrg{&nWkUaMdWe75~!KVQGgnI41Z#P7+D0Y zVa_J?DnfDO2JpFtlE!E#y<j3eau<<!cd?3l<}eQbU-*X^&Cx}Nb0{K=cMxn#H9m-+ z*Pi{LQk<i;GnD)*hi&#(6V6IJdfMYQHF!D@0+3Be?1_+?1|J``#~h2g`;Osh@4Y{s z{Tv*Hp}8~ajN~cjs)I)ecBH?CFHe7l$Qf#~rC*KX?+D=?Hpoh66``d-1%p=fkau<B zlF#+WKSdnOp;ZnOqR8r4!m`ve`Vg=TqyXF8D@(O#@1Qd%HH+MT2~31Nq4i+n24z=4 z!|@O@gvwX}^{I|o&JL$9rkw;52;t=F6CMATbnt{;46Zy@=ESXy!kDo|(v5<LwdMTj zSJkH$ULPW$PoxYW8Do3A+snH8;}x(mID>_lVYo(NIlF5);7qWUS1xqHGJh7lK4DXx zh)CgiRg3M3n1>4{;pF{++viN!U)ZA9@Y(VUp+$Q&t(;c&5E2sp>%_)NmqM<~=_pDL zvuISanP73#uAG0;Sa01@dT3aDAUr{z=-+pEzmGY)uJ0nGm41dDrcQt@_d<WqupFq- zbA!!k7BKS1p_T}zLCyGsn=SdxR03~3Ydj{^s3^7VdL?KJyO?_Km7trv0!X1V>AkL& z!U-_UFlf9=QmUtb;iWR53_+s@NgzakZOZM2vv27u)6y{G{z_OJfOlcax6$@9flk}P z=$!h?`+zWqb+vlP&%8z54OG+~f+Wq4?(k9rP_=1GpzCAase5{vZl;mT@armxL#Md= z2L?4yFU!2h4(QY2t^{xMk)j8W|1jKeX*+<dm5K91J+Sq?*jqINA6Nr*Qq42e(n<Ik zYQNoQ%|>~@32MVFVymAF#KA=L6$E)Ge8@*4!P~@Vuv!EkBYj6}Me}&_r|{tn*Y{ph zrKy98P?qsxl!Tn`Rs!cV4XOd=>lY=A&(;&mC~CG~g+Rv;@-@&M%~Z?0XU%|09-SsN zJ!Tog^Pw&YlzjAs;4EkesGk3p-)g)+K9Y7i=#>Ic0UCuC>`2HR1=KVS1SgEccYz0} z@;(|Yg{KL92MrHP16&Hg0bDnGivqeE;2P*zwcWNZov=I~^$tCQ1)abaRg|aEHjlWl z?XSsv-T2f4B9sWM-^oDv@b8SeN^2YTRg%b_p?THj{k=-PHeE`bchfTrl7OV1yiGTN zdaV?|Cx~3yiORZ89iFdfdLH{-bm)pI(aNr@+WF4+Lyh}}-xs_WjI&79nd*|n#tN~` z%?Iy`#x8NI-k3*P=GC6BayMtV{;d9K6^N-BQW8t8FZb`ZrraeD-oIz|AHT{PyFc!g z!n0aYTwNqkS?Puv>ph5MjU1g4hW_h8rA8Zd)_8ozn;ojr*R3z^Qa%b;5TGlThkRSB zTAwg$;Oe<xZ2ZEwg|WCgS8sM~W`Pjtpu@xCD@D4^p>r~n_6h!rYJ<0B43zV$en=1f zcWvM%z1bCg$;}0$A@jSMf0s2&CPbWJYNWiP?LzT@O^Ckejm6aM#guRPWl^&?Sp&Ds z^__KsO>g_Wwmxs#H;=yd$JrfI*ZH0Wl*t?9)i>7fnfZQfYg^g6j4Zi=Z`gDRi9w@_ zDay;K2Sh8zz8^1}%b)fxyxVR2W}-w~#o;Y5ZW%ZJL;AaPY%%59;=}5Vx5oT5(y#L! z6UCyzY1zky-~ds9y&Y9_!@ZDeSIGU_@6fyJgQiiO3pSU}{)_Bh9)L8bw(0Q-y#i6| zQbc4{8IYv^Ro_0C!#7?`sWM1+otJQ6N?+IZO0|x2cj#Q+ENd#MfO78-&bgU40d=CV zTHDL+^bWPcyVEpnjp9q(we;kN4AE`(0j_#mndXi4s+l>WzlQ^6m@VHs*N+`x@4i70 zLq$P@qSnb4vZv^pJanb)Z1dn$hv)NG%O<XjO8s~-W4u$h%T))VAr!cGY-r$7Nir|B zF^5j!-cjJbXT1fB$Fh(C>#2Ux5-DIhkP+A=Nyhq%0#{mv{5w)#ESnC{YY5SEcA4IK z{+l#p7E~=y3SB^pl*#w8A)e%icGxP5HR&EbDg3eYLhFC0c^$u6{pCKN^5AN-ZAR9p zD_gz#&EQzuM3=0|kI1~e!D>Wou0q`ZWzX+A#rEbVm*vyn>xHUy3H}{fVBf!k{$*`I zzFu)b+2=LXv0?Ms4t^i`d=q)lPrYsMBfrX6mcM=~VHe+sbz`ZM(%k9wrDlmdl+@op z8W6Iq*7{oQv`xnE{H(y$RhGBAW(@magA1m6n7Ng;#-B%CBYsC*9>Ns=<64gt-9AJy zvZ6v)hLEcExYqxaQS-B_MW|uMl~~^|)#qo{TSe-6RexJGJ6{)3m<1GwkaJafQ|v<S zvoRf~Hh{+n{!_u1_UcAxGl@C1ssa8fm2E`zO6R~I-IFcmdW+b$O-sk^|K)W1cizTJ zQrdrAb*7KG_8&IaXLq=nQbk)&cr0!RS<3WiZkB0V)O~k@ta+B6YCgM|_?zeB|JE89 z7T%DrCP}}g)r-_O2J6&TL*-m83mo8*bq)*FHm*wFXh6!lV;wbnO+Lm%)Khqi()dE! zhy5HNY}uAq{9mdJazl$eLz_PY4H3?>1MFl4?PtQxb>b?~D~5Y=#)u*G3qE1<Wth%= ziv4;=UoDMg8J{oItw8=3kyv^$6@iO`unb!0_x_SlP6#96=d!)&$2Y!{#4fgv4cri7 zOKD4D?dUsR$i45`*2G%Y*Xk+rpLMm`;q-JpGImG5<5NNxMb6G?ZoUQ6aZ_ZAo&(dv z?RzAw9hmu{&m$6vrWefn*9Oc4O(h^q$&lHL49+!a|1E}%PO#&u>OD{fM_!QYyy+DK zQ$DgC37%6y^eu=oDnryMK3l`Wv@{NpWOd~>!Ypr1$xHOVonImjLIm@#5_=+#vLWr# zRsYt}{@q63rg^POkAM_KC&PD{g>%1vABkfyIllp(50nYT^!|KGvHb-x@^AZ#1s%vL z`vR5=;Rc%qxB`7i7mnJ0)SXt%e(rLfr|~<_^?N5}=(o0hbBd87*xcO4KCfC^$UR8+ z_>j3o4;iz{S?j(F?Q~B)$wUh|x}a<x-J|1|26>5SozSGIK`kx8<;^hd_2?(24S)K6 z@p*w>24ZsX=XwRtDW(;TJ}3~?!_CrzNWvDS<`8c)-9x=$<{JsuXVpvUfq+0XKf+Ro z@HCbn-#E+E1O#&O{a-7`mzRs58`qqXzzUxddR3)}LH6XK;ErWhPju7vY+BMFM3`Xg zUxp%1fAGHp#*uH!cdTUI4lm{gjs9XKy7pi~TZmXG<QzWrXs352U2c{i9<)SByPx4( zAhS0g@M;K8!l({%?c-VE@a360z5a&yt{(;1v^4375qcUy-h8{2x?6qwRb4Mli#qWG zv20B`x<Kee$9SUX+XoY5W`fNA{T!!t)}RJYzY<+4ZhkFW7=S>s@gS?JwxHVxeq_jY zH>g@RTwhFaxXg1cA*BBCdK9-2V6mr_Ytnvex;E@nJmFK!8sa-1M|upAgR2PEATml( z8ChEAVetPk-OC`ocXGdO^DW&<84(|-+c4uLu{T#2`YLw?B;_|{)+FHOJSyksKmpef zdDiN8*2GftD(2c=lGE)_wYr`*s`vTnSq{sxh)YhXXSs^4f3KbWE+aEcw&y$|HHpj( zWD#+Lep`tk)s&nqPHk%A_I4|WQpYEdRBJdmZ2T`(iTE~0YK%C|ccI0DX6F|OedlEO ze!xhgvp@W|#+kL!{OH8z-x(`FHd+^cmKV7MK}=6d`c35&9#KV!Gn%H~=GNt{G(RuA z+^m5(xztYcYHbVWvDF3tsS>+IHZ)Dx3*s`edfCZ^_V0t$`c}|A6!vVJL&dTq{5@jI zJuyY1OWtgwF;;?*`w4R;kxTmHZRAN<A`Z{-;H{R42L;wshsUjt#~}cq+X7$x05^rw zl0<S^r_r{UxfVH%_g}Bh$ik&Ks#=K3n6S(Brs&p#VaxFu`5>+dp?yC-fV_sa2|=ry za)!BE(tl-r{c^YKB5jdKCW7gObQ@=-B9GbMe93%HTJH$bVf@tk$?iqICiLX`@2L9y zlIriAK1Fe?SLTO2=%O<hvpZgs{>a|g)};EePe5q7KWKz}U#vgpVgcp$k0i@znY~}d zggw9Q=Qm;FNK#=uDAt_PzggXDdX0O2DtkN-+Y;AAhLgh~GNf=smTBp~QOR5V2aWl9 zL}+eZC*}8r#r6R>+I6!&0iid@INeb^B0BTstgX=ZLeHusy#o6tNU|neaxkF<f-F4R ze=<(CWb!umOjRav*oJ#YeX%$c&H=qW)d*vvKtD2xQ*`x^%nHf!m!!sqU$aP6%Y|?! zB1Ej6zVr}jS^DciQzmbRQ(M?DH|S%g8@uCoKh_YpZa;gDbBYFXclXhgyYRqSi-nQ= ztOOZ^p%DdT%iGE>QCbGM=KVkF(QXavA~|{$UG{>18%6P7Ob^*yqHl$giiud>CzdyG zk=_Qb_I<c?+*+i=|K7=At+z<N$$Vy4!{0td!xrhk8ZOPzNFvk?sFkjJ8}v{dCQMz? zs~-BP0)A+i898p=jL0xN+{r0{c~|iG0z~C<)iZX5mK*dPIj_=;L=LKkj0%M?Xo>m7 z)};9qb^|}y{I+gdG`{!bqYmsj7S7wo7R?;Q12gu`So&bjc7!*wD8=%4BJZ+V<}bI< z&JE7bDkuvp#>YNCWrbur_@uF-{S_)6Jbx_oUs^G<LDX_e0|aBe4DgFGV!Uxp>C9KZ z=dUUFS3-wlWO&dG9pdZe==M4da4ibCbE=q3L>wY&9dX!5hxnEBri+vh%d*hmf2nFn z&%@j}n<+YqDfrzFlqX5ItJRnuL4QcE>(D*svpsqz#)ZQWEEVpRkt;DejzqTYxDOG0 zt7|7hFedD`bzaB_TGk-!CmfCFry|5Cd$<<+Wjs+GrHeC{7+R5_HpgCI%Ulp?K?KOX zBO00_*tD(S;JED~3uj|wF+TTGo$1$?v61NgYM6Wer$H|Dmg+5$%hT{Z@#SnzN5)wC zmHVQC3IA5}VQdv~3%isjM5sEYa{4Ip>4@#T&^|c2m>aOxHzUSKHawx7G)APyAp9|Q z7(PgRJg6thc;2^vm-^?cuk(&ni8CA{L%!+qgnkb2yhS+QaXPz$exlQ=sanR@+s5L- za7^zA!|NGluZ?vf?MQSR|CJo_7TVXJSg!2tMY}Ck@zYA1{gK;brcZe0Ib$KJr)5mQ z!of+IW4!04kxzd$P3meWT^f)-r|xIu!RLsO87l^;)JtTX>!!u|rCkvs)<?!ifFE<M z5)ruGcIp?&)<y+oS?)-*t3V7M;z1a?vh2ZnUk9Q4S_dTXa%_Ju)-Mz!Ak*=lUxrC^ zZg6%h5#NY&*73g-Q#k1BGaY>d%SGQI4!B@d!gXCQrKok>Yybg>gYYDJtW0Y{P&2WZ z5+v$}?1Hk_$&kT~#4*j=Eszh&PPVwl_g%*Hc(%K0)TqI*g&gWjqJ|o_y=4uU&Mv4O z25K98q0@-I2~j}}oKVaY{#DveJ@vnm^4fR<K2<~jl!dcj1@c&?{yDL>;>YygeBtT4 z84gWdZZQ9Ho<dA<2yjg?`dv!u0-|?rW$%?*s9rw;BPC|GwNwitztEV7_Z;0nyRg<z z=;*VGv|?Yw%%PWE^yc?KtRS8Z>)$X$V0jNRLR8v~(XhudbRW4xP1flEUfA>bOB?s| z@JUVDe?by2K|1{<V;1p)AK19J)93fn2IDrj>7b{qcG^i|dqDo2ufA-@ecp#u6tJ6r zw^9Azq(>CM$_NB9woIyJf^DinJt#xg*ZWbNu%>afHv5G0xc$GLtx~+P;6a;anwDlk zy9slFBt++dt#8I=L{Agh+QOrLuvGmoc3Im5xDhI$ssO~G`ZBXi+~Yoy{^@mvi|HN< zo$I>^w=%NAxRV)O^znp2Hi7!3`db1ty<~jUb+gd7MvhF}rJ&6ez8HN`w54P`E$Dg* z1RdLClRsm&{D(+m7L2|lVsdv19dB7U{YskO>NA)`n8aT*iy_QmS;OtVRh59oa#?EI zm|3H%GN7W|b`#drnL{sjIDZY4g#52{W-~r|6=i2Jk)UX;TA0v}e7ay}f$TNHJcwit zoFkH~VINqf#;2gRY-790jn9qm_!%1d(bj}?Edz4bL;edMRS8#{h?YeozlVhB@{x8+ zBBXhK5>yOl1FSQ)^g|m2?{z7Zp2VP40*sJ2p)TQTXqj<?VO=;7Ko3wM37d|ibLI~1 zj3reTP6Pc#qoz4I@PpY9Nn}(!4zpknjPryu-OuDr*@%2_m<Upby0Z(W+#*!Vj6SyA z(UVBJo71JNOsb$92>-7u5lx84iqK*JTw>z46WL;gls329<k3@~3;>(p*BlS`%ALNM zT_B~q63p9@Jz2|iCPO)0rjSggcqS4?&K=sQc1!jk`3gFcjDXif?Q^puLjKzRSFTW& z2#6St0^;kIb(&q;M)xRFDO^mI!ji6IqTqjvEHVg@h@atCnfcMjih_85h)1AP$mVZ} z>1xNeJIGbHHbUSBR4U&Iw>;>f&#yvCuW?3mQ>Nplzjru?;pkn+c<V1*GCAVFz&c7~ zenFjeK{eTe27H-!AP6l12~1~e+otr1(0(F4DxI>DT(apIqrr<0Y6}<UsZKFhKA7tX z9CGdM0d5jl4p@tbxCHGSB;OHf!ab;9353ZvIJq7{y?V#P7vyCLA>rvQeHEO|oX;OW zHsFJ_#827Y`dZD`%v+ey7`!OSn9uHTCX$jF>Q2TMw0U{U2K122+NpbB8}eex#ovyX z%|oR1GmTj9>bT7_4|Y|_wjqxX`E2BwS054eSj2_I8FPdjf-(ZxjN%;WIuM@L=?X~( zNVgmfjQ~O_H;%pT76L_e(}>Mx<$+hh5S9`#EzpoT9zTx=76hku(EGi|q$(<}+lkhi z!0rzRT`_#9G<&_<=k=KY&zMlVo>uz1o^M3p>i?XcsyR6{f!3JixP39<0RHIu365SO zgID(YPvCrrE$PB*GFD(sl5Low(UI(fl-I?;R*76cT|>OqVk3WA;@wc54$AimR*KVI z<jq0qPHtZXc?Y%F9+FW6wQB}^PrHxz*7y<Lv`PDff8{in;Osj`addL_xTYM!y9mtM zsK~-h`*6(gcktHt<Ifu-*K4)UH_PV!FCA|nbV(J+z2MJ8_F<Y1#WR5jTfz_i|1H~y z%)-4|ONEQNUAYO_1pdEsE7uMaiBd@XC`7#oACryhn+3ykikW-VOrnt2U*T5HWqxl_ z7vTrXB_fLufVzkrhI_lS`2sQs|B;6CuG}}qYh57W+u2NH+8!L+Hx+N}TxqU%Vbd1Z z%+mx*ar9)ciJUAn9-<w<pbAANOTg}2Jjy+^ptr!C_Lz{KnF(u3gQMaC3lo<>$jbI; zvNn2RXT&1ZOy2sF2?s%80jGwr^{(@JzYP8#{9rAnhfN2)Jl!tN+cs*7j?_W~^d2Vy zULyCSO1gKW?QDLf9|6<CYGkb6?IIKjaA83s^YN?%S=7W-2P;7&vMSyCn1}===%SAf z)#5lfn~LWUZ`uGI;R*mB$qc|T39o<*ulFbn`zUt6A7q+{J-v!ZlGH`=xjEi1ajHh4 z<w`)@;Nv<T4x=J|P{>J%gbW38;)*G{;aq}c^;JEc<P&nf4pcE-XM&V+M2Ygc+UYUx zF2WW+5kVdkYBT!V8lk425bKq|?4<NuM7ikIVyfitv~?C-5c_7Fslr>Qv7L)#)2q`r zdSB8AF89so><jPx8FU!yru2|=r85zamc*7`(hA;wbrKa9fg!_qhIJ92$_Q&6Zj_E$ zqjca4log2BL#P`Z>84dE$x$dmsa<%Qm9az)A*4_Y+GD)&<S{1k0ysD9vj;a?;q@#l zH>Up(lJOnlJ^i<g_{;n%k%9|ld!V7ADa!tQk}E_mL>^(xSD7S&5|&L8fBb#@-h^5_ zUuPn*E;5{{+Q;L3M4yA1=nU~PjVOH>CJ}d!OM*dkj(4bpsMJVBBg;#~-)1anzU5vF z*t-z_d1BXxwYg~@GTeS5<fR@qa^kfaIL=Zcxow*aZ}~%<HR3HU5^_@A1r{$qA}`jr zArr}<lZ2_{eH7>5WnM#=Zm;<I;uu6ku-D#Zf5UXkP<N_EZiREo9_z1GzE2Xo^@h3B z`ToF;*bX{`iD|L=Uj4~1c`J3uW^01i_TRn1{MbV$0*U)dLw_!Zm$z99%BfXjcH58F zQra%pivO1u@3@Io8EYeZ3mQ<?b+ob$*`0mhOw-i2_Y)@d7kh^tl#c43F5vRwX*eCA zxm+MpHY+gRBas2`%R-KpHIXerbY+ChSMu-cy>U-Rx-^w!D$MG&fPozm+|%^RYiFZ| zz`5<lpM-qoU@WS&xxvmPr)z$$DW8zgLCkR>8AzqW@J7VIB6;1YbBD8>nH$?ymc{}P zPb4u)cEl3z5b6Yb`b)U(4KgLDl5cTul)K0#qLwc-5JFEzIB9VnA=F1Q3AaY(m^c{6 z)SX~8NU5gV(|QHJ!vF6?e4{W&22VSlSH)v@wsuc`rW45^vJYO=X6`&R^XIZsVTtXz zF}pLA#b+hLV_fHnE0qX*`3D-0m*|zr7%<|e6NwK4Vue@xjL2c17mODjxGr39@{sU! zRH^0ZqbKpc7(?Xw!CqlPq<A4?zR}aQ(!(~Esp?MP`~t08MaGf`*Sn&HHKJuAEh1zE zz1%P#1$znT2Yx?s;_;fInggA2%u;By@M<8^BFZa0RQ|Rrwb1juWKIyu4akP|cNEw+ z%kW(|5vG;P(gy+^=MoE0GZEy<-)bmE>x4+q)^c>M?_eUMHMomR5J<IoS_AoKqmqRN zjW#3A{x|)zuyJAj)QeeLYp{v5%QZ#+z|r=Qb~;`>_0)G0Qbpa6yY~scIwIOL4Nm#c zBHNcqY(SpYxdJwkc#5dy5uNMP1bo$w{izFb7una*2<c@^i=;D>X>nrXxX7@ZT)VFS zu{+}D$6lxuw|HwJ_unSxGIVz=Jy*$3uym<xyuoVl%Lw`yEJ3EWck?g|>qu22Li>n~ zHx81>=X;r|PqM6D8&p=7VYlf$f`r0bJrZG}#d(>J?}Pc8h|Qg)9q-aI@Qh0wyZp_i zwj!^AC0nY31STefcLdr)m;UqPE<;lz)3;jlFaMt4`ftg^>pQnsJN{T>qP1}856``K z?k)JMylM3JKgAh;Y@YM&{Z(5JoQi!rXWws2Cp3Q2`N>muapT|r*~ikn(?6ClHc>TU zpRM&K{g1b&j$W9|uMV8KL@7|#v>We~8Ccg%49q=NnD!_0XHT#E%T?M&S;rc5LLP`L zr+m)1GCVhv8^meM?&jMrt?KLYeHYawS!xH^#Z76<)(_+^Z=&-YJ-uetT-*OK^>%&i z>7ir?a2nN&e3eW(>+H}~#e=^?lZTW8WIAi>gpjkDEaZ%uwJn@0`qrnpTE?(at!bi{ zk6kyb6Ww+>!TU4ud6o7-p^qeAT%gPsUs33jMBl#bVpObLaBF_{w_2sx+#(dT6xLOj zpJi>9&N&Occmm&def0jR?g7=+i;g}SD=sMnlmfC`cEZVMZoaSI=VxVUE#W7f7};Zw zNq&F-_oC)iy$I+<?7X+=N4VTfnEDca*Vy;SmZOKRxmbj`3{q3#rbdef=30gcvTUGF zVBd>l%f)YX9+7rg&hx2GE0CI!J1MWEZ>WKvr^wYiExTP@XmelEXbXHYq;FRAZeb*! zajhdaZf7LhYIs$zSP*j6tj^0PfOCASb={E)wH@xQ+;a^PMRv;)Gq)O@8Zt{Uy;m!@ z@|FY$7_4sE3EmfVrNM+IV@~4c<y!obK29B(co2sUM^~?ejZRtC>ph@6HI&PlC$+sT zaJ(Q<^8RGHgvQl{Of<GA?rWYNTH&KXJ;AG!U%i+mwRu;m-K00GRwrbcWmvnesY?>H zxwJAWsAAD;YAfWQQ4){Q2iG2G@M11VD%8x}hsmc51(eC*76Vn_B%WhMS?^C{YCa|b zEdJg;dP77oDLS-+F`&#o^sretY0ye}?KA5ar`aqXu#3ZoADH`{H1F_3IV?`Dk6%Rh z(H6gKE=+5oop8FMpePn9H}=sh)B-#j$nh<d0lO>;pL2;4fK&0AT#RS8##_=!dFv45 z)S^%YzUNo$@?7vTCe*{2zt>wLQRYpB_0tE)H4aJBZ38-|cgO<WSd1bclMI2k#Q$@e z?$!{GI<ma{EvK@|&1nO*b>Sx;_3NQNG6PC0EweV&_Lj>x(rikhR7=s`E5qNy`<?QZ z|ErN>_Rz(qh)TPMiFd2U?efKGq|_Nr{$9q__{>54;Q7=eNasC)kL2ljNl{OhkTs=# zq+y%`Khu{Np$=i#1!X*v*a`oQH=YN7<d2NW7BXh>BuD7yqa?~t?Zb25QzxwY=n``F zq1Rfa)OTqK#}|s4O~}S)k_I(Cuk7s#ua(!Xcu8AdZQe)!t5iQw)wv3KnmYMMtHQqC zWmJoK*4q9i3hp;jUL*%6`BU*Z-njZpd&OgR)E)&RKPEpobh%H4_lh7BfmpfAvUJ6Q zgF>r9PbNvWaJy8M`o?p!(*C2vL((qK-uTQ>dJDJXNRzmQ(xQ0Rekfy_T2U5c%b0`v zb-60mCF=V42J6Cn@jZ%I$}=W;g=$lIgN!Nj;HXbJEM6=e{wCx`(rlZc?-!JX((AOr zwDYE&3tvwC(yO`Es6|snnN<D7T&z`p^*S!{i|9@qkpks_vRCu8A?>-q*C&=6o>IlP z)o5xmb64W|vTi&h4X>=&;qK0AqK{MZapnfdpL8@Hl(yDtusRZJw;8=AcZu=W_G%82 zeG1buaA5X%=4-L$Xy5|%Z*L0OmM>1f=2Fkv#<r#jx?D2#DneNPEzgXdhU{MB_YEx? zv)xv)CtrL<nUfc`TVpU@EagxJf|w+^(<Mq8uHV@J&S>zUolSUr=8I@$&|f5(`n8L9 zTrw{@y0))trcX~~P}F%Ep*fc*k4>-TgeK)r$4nU9$D!xzypc+MjGIEDXEgihsHbkc zkzt9nTAKF5t@&oS>0P0r<D+k=6XsLoPaH)X*LaxM>&BWQSE%I+`stmN-qAM30@3T0 z3#_$SbMg&nCuIf#%7E0Lwl#5(WI_JK|I@T-bkXqK=;jbx+~3Ee^n7s-_2=m7%2>15 z+`S`oI*TQ!!1pq?BJDvj_1(&}?ubB+nD?vE9W&=f;;*sJzATxecpS*;Bkm4LGmkRL z8yS;QC(1Go-`=9Xz-UVoy^l6QisRPzs$MHU>8KbH>q31^sc@(VsBE@QxZi8qFs?a8 z4&oetESb}k6rUNOdep8ED<$M38rLLO<2U=8jB5t4WSUB~`X2^Ru5hyW&YlaXKNDwh z*1qz|AGPv{4<a{f?d;c;vFIZV>)1?GBcF`c>6G})X(b&O89)E!(5q%R>M~7cROK!& zp4L>^<i}r8b$MoWC&np!oyhthB8SvF1!x3R7rpJXWy1qOmnaDbFI`;XWgOCB*Qc2= zJ+wg?Hl=(pS8Lu&Pp2ysJrW8*r=|0lr2n+jQ%TW`rb<E9Doy+2;5Yae>x_nW4=Br? z1gzd_RQ@Jb^Lcc6{6X2!KNALdBSC>qyLq+hRGkU#n<vb`)mDYQ#J`sx*2rw4_vbGc z-pj<-XE0n6kjyyzfo;-9f2H%_BrnF#Ftxc!&u!A+9p^8mSnH<V0ll{O65iIPBs91i zIkxv1hg)cw>q0*`*zCU*zHLIN^C<D8QyqE8&PF4|Zh4F}mr}^<)yVdZa(!%7INX9O zk%nJTA!YHLJ=0urE6lXbWRr6_;qB@SWHZ?MNIr3%8M`|LaQ-r7@cxk1Y;xn(i5|MR zcx<1uTr0!cC!_D#2Tr|@&#mxrZak{2cZC`&S+sb$Rsc(hS{z86ysRmwA#yvvM1EoQ zZ<0^^60Jbnd}@Wgt%k<tx{$GjbJ0+=rN^Ra%{b)Ekwj(8{+5b9vNFOYs(HqvSM%%N zb8CRtl5;(WgiG+j;m$!Z_5R9jUbd=XCh8UJodR+C-=Re-1HPl)t1TB$TX2DTS1o(l z{M^jB+^XkQp;ETO%l1WdjgFSJ_Hr#{*g%<G8@D5|07aCexM13}J*2}tLl7LLT*OhR z-oNEsQUr4DqaYTbXLaO=7UVy4sh_WCAD=7T@8y&KFn%y3;6^>p=v->|%c#H)=iX@H zC|TCIFb@Az++meZtzvc`8eWLA7|805sQx>I)f~}kkgB&p(H;{hup+l;4wGLi(WqW& zv@MiSFXeRM4TERy?=f@K*xk9<_3>aBqDIJc)gXhtTB#PtM$67*M?EN_c6XsFs~Kg% zr$<)WO)hk@E*!vB6rziLYG)CrFd$j(=9HFrg_aWFF%dExv@K+gb=}a37R|GUxp=d6 zT(DmdX})z`M+xu0P$_<p7p>U1b>e<>q{PlY<4AdpR3raetrYK%F7aF&WteFsf>)dd z7DWecbyI~uAxW>T({Iw#V2W<Kbeok*jUOD$USB{ij}G9JY6UI}xLUEgk1o{VP~Nut znWjVC97c>=?crYc_k4-S)d>&x3SoImhJq6Rt_>G_D>6{D+YwXCFy^uL@Py(O5txx$ z84G;+1vS<y86EG}Q^oS4wDE=Oyh6EV?lNxrd~0npce$9)xf$LdS?LuR8)Py_*57@5 zzMk7wqfcn|**=m=?flni19PJ#9n^TuDP?n+SJ=(wnSDdbPSpQttAVgF`_R?X%JWfQ z#A%ob1I8E)!5_xC-(c2xSIHNM^U=NT<7owxhN<_1Ylg&~nUq)6-(vpA4)q9j$t^LP z{p6)Q=ALt=A}o7E*c>ECn4Y%%D1Tu!&*+X|=k_@)kBdL}o1Aqmz!%s94d+~~(#pCS z?&Ms#Di((s17_>Omo~Qr21Z#5T>Do#w)6A1^l|MPA{04h)TpWe(~k~Wl((GL@ZW5- ziRRTu*W{finNly&Txj?LynKu>jE1v0-3<1!?3#1CEW4q_4{M@#Z6+hu!f9&m**Lbh z<fL9EhLGPWv6@X77pj;k`GQPqs<B+0W=gf05DyHu=I~f^yfmmk%ZQ@ay{wd1x2sox zl8)zBz$=ix!QAq^s?JQ-LrXDp-)eL|N*N@!yZyQJ?4b_Y&z7f&36!=b`}N8SACnP! z<Mx5DZARPlBPv!i&_4U=RW)xg2!6xcYZ++!JX*>7t$#NqYD_JlXn9QUD(XDxqf&p$ zVhrB%UQ)K(Y2`+LCL1zIoSc3$(G$T#%Q}opC5eUdBV%g*CeNcA4YEgKxn*{jDZQuy z*TdTxY3vMHN~oPnPzOd$3}n`~T;5d%EH-mLJ#^j7IcHq{hIf|A%f_Rwol=HhBprJk zT9n=9r8c0J{g9nugIds@<E7@&ea_MHW^<BD_p(ch(!?}9w`MV;pS^WTaPUQRzW6s% zUReC*?AI&OCJjmx+ZXP>9ezR5f__YAJ&!)wy<WdJkBL!j$*uhY9jT8`ew!Htm!(gf z^@}U(SVhDkm{c8%ZVph*gyiY?{Jq0HpPDbe8~B@Ee()&oPtteNen$7;Tz985QzZ_6 zx6k)JJ{p_re`s{;8Qm%S_T?VS(^!8V`ws2DJzrSzw*9*C65LK5y|xl7l#MiV|E&Ju zg>!vu<F88A4n>5n9ijWY^a`^px7u;bOU<e<J9{K3ld_d8jny1bvoM-IU7?0i-fI$n z;p4=SmAyY@jSMW>FWaIKQWV1S>@M|bR)+CQo-p5~xh~B1)fVo}5KL%xa8_QCTot@t zfi)?hNVs>Pj89oE!aV1t)*O*2dz}`*GmpQ_HmSC6BzIzR>B6y``pK%WLT!Tn$zf=& zDHfZ$UHR-gaqNugNpvf=X-04*X{is5aTV7*3`@gcrS?IaDYg51=&UVA-*KW2uF@DB zt*CKF_01P=C3hXpcY|Fe`W46ewx#y+n46&<NkJwV7>G?U`E0VSwv6>e^Tovu^D{hq zk6QV}IrNKH*n`s+MltS?BBE4AX)FtroEo}Ckyy#hR%qp}4^cfTNxZu*G}JJ@ZL1O; z=j9%a-Mh&_CRrn>Wj?bTr?E|<$NEGXFY)S+a5_B{xy!R6?T^4h>ixv47kv}B_X5Ai z=>8VH=o_thqRX}O^V_Us^)4-%TOxZ`=?zCnarA!`eZB3B2vnJcooo|%#IwZbwey>r zW>A=r8fvCJ6*fxm#Xl$)@n{DH)T)}{l?(Dw7pH3{G|#%ma$iv*6qVBW@c(KsXlq=8 z%B+GKn&_22#)*SkvkrAl!o7^5DYei0y7)*EQkD(niIK2VjX&bsmpP$DxzXigOHn!E z1&61UwV$b{{WCg7_jijQCt7JV2^r6iYFw*|jnCwlyrev=m8;@3{q6sIyPT&nJN4&) zGRiW=E9}t+417PSRF%C>FRp9jvR_`OuUJF0cVAZw1x)7d)G4LmUs&(cT<X{Ph*+i! zrvXgBEeh_tSM&1QDpq@TcdI)Eu-H*@j&iR2JKkQ;sjXQf1^D9XMZgE_e4~;y2bBtS z$qKJP%x4~l@q&>#Jgp!T{$8uXlh0rCGEl@!$RV8jv_VV+E_yTBt=UOaVZTW#cP)51 zMvc<zWt5&;IZ!sl$QQFoE3!wD3RgtLXHIB#@&8OL#GOR5epH~GE<eG`Us@NU+*khO z)aQMD^ne@0b3MuX^=q|@&B-zLrD#afzA&aj&KQbu@CcNkfLvAM*SVNgl<k)PaHF8w zQRc?e`n<2h;bpJS=^@diNVJt4;j&rFBEMLTIzeS|){0O9d|eq)@6>#%S43>I9<UF% zVQNU5Dl?c;Hi)ON!-Cw#wDwc6$Kl^3h9g1AdJ%#)V#LeF;9JUE<)6jSBcKd1YTX7v z8T}Qjt1%7mIZQlTEEB^8WQh`mSZW!6*$jbm8(#YNog57k^S&_He@xIZ=fp49dLBJM zF00846ByhokG?Y<Z2qyGqF9sd2yabLWAlBkhP%_nZAR_<5AmDh*sL38cc*SM66(mp zN78<$w679An7}T8i+58Y#*;si?-pX`lQAseJ&$mbX?k=A$Lc(jt?1oXT6662MaTT< z6HO7x%)tK}*BmH&^No}iKS^<OnyD<o4nAP_>N^cD{rVq5|BT<fGN2t$hr3frP5k+& z;1+JkaB6FgZCHepw`4#mQJ!*zO})3@j?UtjcrP}Sy~8b>!cN?a`9DK2h#6<cTBPP_ z1=_T51p^pZdkI9vB`8nN&GT>p?<f6UgK2W70ynHGR#&SJ*9t4YVh~$e9u@u&^Z3_3 zCT9&>DI2s>1irRd_b~#<4?Q~kI$tmxp;~c?@@mf}{~^Ua4dp)_?f#X!rheKI*<vtg zchvH9BD1mvtM^yP1*=q3$cp;rY*v(Pr-RK7chBx4B5O0*%+ZF3XUr2$Y0O^`#H5pr zzAG0q#;C;@G0E|6@04X1O{dHrOYH9NS*yQ*_@gwKA9XB?@y{A$>cqJTgGZ@fVvgnX zyvaPK>7^ex^<@KI{t+TG*kfJyEGoxLbXjthjb&&AD2K3Qkda@itK|_owiyFzY3W#H ztd)B|ca%A)NKUj0x5OB~n3vE6FN2$r<5bzt?*Yd}M<Qe0gdJ7&<aZjg^W6=_*swYV zD@$)l)y%s6hai0?rREDVrniq{U}!YhYE)H|n!QtL7EpwSMA~E+DrHCc#~TlMv~U|E zoW?cBc+QqCnbtEHX?Doo?V2)IhN-YWBi$1V7dAImQQ{KiBFo_$@tf<Y%VW;<h$RjC z_$9Irob~=gk5a1Yd`$eJ+7#8RA8GPphQvvajh7^54o9?7?rGqX#Do4GP+}xnwL4lv z^etweZl2)oMc?TYJrOZxiP8GOQ4(^nt^UPg-nLuiKDQE=w2n?@XJ%Ut+E-v=@C@DW z*-)JJR=(CtWS_rtH(9t>iO2R!v}ob1ea;zH$Hq|%s;P$`j$p1^>eFmh_)3TNGJY_y zB1~C!Vu+06Z8eC|)LW9Iso)N`Q%2^V{ajimwHz)9!8}%hnwupG<b3o}dmg=7<h#tr zq?L<(w#rn3s?^0;Kut+pLe%xLQjumrQHbiemu)NM<v~xj8Dc0om3`ONJ+RcC(G-a* zfE&H#2k^!hUXv7A;19SL>Y*3H@^~&>;MI@3fiTmfft=P=FKffiwDYZ}!lubpGZ$@Q z8OdjHBU=mtITylf$J9QTZhkcSsKwx_Li9ds#HQR~-UuBYP`x&Nhh_pRBA?W|pW`pG z&fXF~%{qZ<{8wT`{9usnRwDv8&30)uIOOJ(PbsN+zryR-P=r}ZX^bS<BlK9bPyXx5 zI;7CxyUvw|r)6IbEply7uLAH#TchVTjxo7obi;D3p@>Rgm!HWonJE3aI<=N{bw@t@ zT@`Doo$Y3n)g*q)|C5w`T^skroh8_PaOTll9lXw>M_ht(aHcbAP;JV76qs26XF~nj zy4iBr5?3`jOlY1^bpl@7AC&O~Z4>TZW!P{;ZSnsj>AT~aJomRxYn7^1tSv=E;Yd}g zQ9w}<!Z@wP4gRWyh+slxsUR_|0AU=Zie*SCvWKT4Qe}jp1cVR~L4g2*vJ3<yVUqv> z0%5+_<J-^2zlxIa-1mKbuXVE>=0EU|%NvPEB|qk;GedAPd<E#;oO8+gg}j!b023&^ zcbynf2^uAwrnsCGqq|(&(NI5I^E4Q=p1jsgUYOHu3Mvk0^o?;+fAJ4Yj~Kt|>2<4$ zl-RyFGe^GryJleh?S}K^Zwkd)L(_jX_{OGgY*?~Z5}Ny{OspzwIG=dz*bPctXa#`W zIn(wsr*oqmuE!?7>Q2xkC|)v1SRf_y_Bo&XFC}F$$1N=UeevN_Q8xR)jXDd<8`f-A z9S626qk3DfZ>C38<LC1NOV!AY=Z!>~CYwwFhO_*t(P3sij*}oo^uSnDZT?cgrf2B> z<+kR44nORGLhv>u8aO=4=P!dzEc^o#wS%-PTYaVX{_!<migi5~8J@QoS*9i!nRZ&l zXz)Yh?2j_JkaSrVsD!E$I?mWJm63>=r6S#Cjo#Hf*<t;tg;gTw&MqI*cG{K1W6MVt zum*^&)T_E_7egpNSyqukHk_l#zi&+7_PSd+o3or$3`8GU4?MJMn$KA-?UqG!?LvU1 zPfWi+X*vXC)l1bC#ZH^^!`!R0h?mlrtF`~ayv1NdEZMKLE5erYHB)aqOo7e1niR7X zTiH%>eA-IYZ3O+`X*a&1RJYkcg!<t_X!NiWHDB|z#(TD?Q0JE)ceQ)cE!-TB|9N+9 zI~AqCfW$r19%=apbvki!kCW=O6GdmA#VjuNh6f}XDq4$+vyL<KuJx#}?sW0a=5vk4 zlK|V!9@Ig@qk+SOd}jaTmt~*xdiR)2*`r0aTgcSwjz~n}`Cw3n5Mxs=Raa_1LRogv zX38>;1yv;;8&#Rb3y*dQ&=G2|<E8eh73Oo!qbR2ri?&gn;xt$*EtUp3G!>fITt*tU z4vaH!a0wP|i}R5^1+LC)%j*6DR8n<7UYzKXMY)GIJE__!8Ryy4Cv78I1-m*&oRk^U z#8_tYHGTPjJBI0dE}b5-(raM4Z*hN8O2dI}ZhGyadCrPPRJGN*(dSl8X8$lb`04Ww zP4wID){VhfT$=SIK_KMl{sp2Mk61~}jL3PEoN!PvV#eQN!c^Hu8jU@{rnD`PX0>Qf z`RU3I>=#%Co>Ipa@w~H}P+0iDp#9Pl#*fO?>im+Jq*(0=0SVJjqMu`GK4_^1Uw#ek ziy{MJ)a~dlt00sGkP&tdapOqSW<y0cz2n;(l9n6TdNbDYOg@|_J}$z!UPi5D7}lf& z9MBn!9p=PWJ6VChJgK<^zPEw#(b<jN*1n68WaBRraQNRVv}`HSc=m7-v*TUNjYOF3 zjJF8wDSy{c;xvpz;hzaKR{`){vM{CR)nb5U>&Aq?&o-{#qS^?;=N<piTdLn7$-V!O zR~K=*g&p5^R`9{%o+m#x7UB4RqI=d*u~##KyeTPQp3<XbLMlz&NXRko3^uh>yPnV< zHng)cd`@0hsyyNrgdv$akzL&8stCGl_d7*Ly(k#ego4r^EyB8(mq@n7?Odi_#Y$Vj z9$a^b&dhsI!;DMw=br5Uy6Z`Kh#G+Hxc~G3NVA3muUDERxU4MuDf0^h2j`UpYZ|QQ z99+r1uJ0ptl+Zq|J4$@h)uaZn$B*`K!^Z`6s4$t0^#KjPGj+neyrOgDmTof({|vqQ zdi3;q>(a35E%D6|wZ5V`);HUZadIDo5AJSOcVj!Ad&>Wwse(dbmJ?4BTZ$c9D>kET zp#D57V+vc}9`++6QCInKW={tX5>Tt<NtcC!2|3gD=!lQM60SW8j4myS@#Vf*vR<xz z4XH|{B&J&aT#a`+bzk{$mm&0h+T`nQ)M@ssu6=YKL}9zo5T^{fm8rT+l^c>A2E&E( zG{)On<M&WszW&k=0nt`5XO3oZsX-yr$^A6L2rlOHR$gyF-ZV)ROOIFtZtkHx2<~H5 zvPd4Xj}&M9d9CH{ZjHjJ3(J`JCN|i*>=BlqB8CQ6?X1vEWd+86<Z4aX`*I)F&=nZf z@uD<Omo3`VDUs-U&bM%#5b@VQ?_O2TUm#7!`5lNdNGRCVa8C47T-qF}!dM`(X7IJO z8iQRMrj=kx&Ikk`Nj?K9@<H_v9Bc_5+6Fc3o^95=Mcav0l_M*8FQHbfVt>W*=htXH ziy_nXJhT^Ac`9j8b=^T3%$RQ$oN_69cZ0&ZQ`4N4+EvQb8&E@eik%~6ytXbbgF?t) zzVl7IW}_Wqn%~5I?ZQvsAJmB;nZsu4jRE>ymQ~?5R3!z>2%-{?MR{89E()a$xi8cD z)MCgs-S&@blp)E5O;)^Or~FL$I(1{$FgtW7kJt`<?=)GW0yOu*HU3F-kgRXbDLD62 z;<504j#;Ee@3i?P))YpNznVS}@3~prsIPsWc;yFADNDBd0igG&<Z%xwIxC)6aYD!P zAM1l$eO2FX<lric6*aq8)2hvlPT^zp)NWEMEwtV08$Ja@P_Aa{GOBTj*>fUh`Nzw4 z;_2sVn^hUn6g>6Tb;ffLrM#^pBsGuz{kqD)VS(h$F7DQlJRHOE-LoFlrt}3aKuKD- zO{q3G-{w_4;HU4CHsPxuq&FJdctp8>lrFR%4)08!laz!^tV#}S&RaBIlt0UQLuid@ zK(Qj~kIHgu5h3+n5~hJwIzMxDmNm~C`xq`>*XkXdO#o{7N$22Ysjt2@r73wwqp#VV zRw{&720;cK&~cD6NACR@I{Uy|CDj?5p&D5;dpM#7`=Iqi?LQ2|^%mvw+KvOs4+KRT zy>$fDmfq&tB&%3oXxq{rH06J>D*K1V1e=ak)cooUpPpUX!RMY^&FpVH@9U%+0P~aB zSON7)IoLxPV|c6TW6M7V5=DriUb`%Fy$i=sO4Bg<lcOn#kScg(VKxlViy6UW@Emd` z=XlUc$#zy1J+EsCKrB%uAbQyP;?JBX`cdtq(lYLID|Tk}t@7jEKB{hXwkk9cy`hL? zpXT;790HZ*VYDlS50V)p_wpLr74{7^p`0<{8!CHTuzcLW!I#Cllhp>tX+!E3dDGA2 zA$KcY#T(-flHF(T)?Eb;2Yx)CGWYHcI4p`VXmq#HwWNhdO6gf&>TDEJO<vuiZEHMl zsL1ISvOvv%o(Ra>*EnmO$6X*P?IStdt@{xj!Qq`JMxa&$cHfaSzJrRe7EgKX$B}gI z1Ae-DEznLBm2El=>8?1WDQ7qU3nrbxV5@Fcosf4&K#Yr^>UtrO6cl?A=Uu@r_d}7V z@OE_n+M<g0OmOeBDw7bjn*j8Cjahe^#Jcw#mD0Sc8!m61wik?Ar#hZ94(Otf<!X7@ z9Ux_Xq<zMoQue?^AgE_BDADxl(O7?d>$`QsS6>*I1+kYSHF*^8>K3{tJufsJh#b4E z@0~sx1du$bZRO}`Vvp_wzxVV@VH%;Q%PcR;xRk5xHkoC^$v(=xCjY<ewi6_pd<{X4 zlgHnx383PD0C2Y&5Q}KPu-mBO;s}^jKZgHmx%A^8r0<vJA9w|(ceuUeO*Z}wms_$s z8<O_{F8l8zl@jM<CxPE~22c41f<AF}iic8uhh}I&dpH5I?|sOk<;e7K?|SD*)Lv#Y z(ABa(D(C<=q$MT5J1h4kJ<8{-S`K^^nAmI{8#&CdUzk4+u3C!yIRC((+fHiGUnQ7a z1#omg(W^z-p&k4+@f0a2(v?LsQ2*2LE+F%?VedOUdD(APrhQdbb9slhriCfo0H5<V zCLYUb?dU3g6VoGcP1|?Tyhp|9sr2<$@H51t9aepd+%B^zuQ)0ZAM)o8-s@S{Z}V7T ze{fzv*LxoJrbe^WYM#&dnri4)=wToSV)np!s?Op{50rV7`f}4k8`?p}sKqa-5PC>$ zvupWrELkO?O=pFdetBxw6ETSN;t-n{Ha|U%eBy5S)0k_J!wB|dOm5yFt<F9kvt0kU z+KJyhe|VAPcn<rye5SsK^8Uum?s*UbB@}35pdr0_82Y)uS^~~`<4MwRxLZfJ%>ST8 z`69&U;^QtFR^UcKMH}4Y%m9ME<bifk4}RErf>8QVr=Ub4lt*7yBgVIWNovfQ%r6Xe z>@i0!9^_S&Hyf2M&%ferOj^J$&3*Ie|0uuIJ^E5-e?T-S@a7fxO2Rl}w%CZK&-OPl zuG&3JbyLfk)jCKzMn-p!9275K5F(k_z_RvIA~&puAHYFA^CM6+!7@5(?0VhjLu~F2 zoZ$zI=*hRmC|5RA2%#DoD)^uu(_)h{lz0ysr2XMunZFlK^?<}>-C10f9$e*nD`jCi z=eET5?kS#OoKG`74?T3T3u{0`rtZP<WY#YZCP+IC?pBRUJlGpn;A!#fk47Gz0k*F5 z1VF@*2p<mxwpn0q)uB&RZ%|uR_GrIYaAb6gYF?mZR8A;1TTiEM6ue2D%5EQVD(l68 z#3-v6eBp^kN^Y*q`KzMLtRJ3R1(#24P*OcX`5L4H*F(FT&%N0#ObQsVyde4sYGN9> zeQ;aQcZNEJ+yoVj7PurR)(ZQ~?>oDRQQMf*tVa8tShg-JCF0-1JGZOuvRJa2B5-cz z&)kp-fdDVInFXPg+`;QjW=J^jAW$EpTs$Ni)ZpQHRuQZL%V7mm-&Fu!7Q%gi&4)a% zRmJYS;}(XYw87nJ$lH)4-(X8N92yPUQU?FX-gFh{vkVtzi{%sOnKi~nCwbh0DW3&- zc}R!qYSkKb{-WH9m~gzSWrFV0%WGIwIQpz(bql<G3NbsbqgJR6S*~``Kz|lJFV3aY zEWvpw(ol!8cXIHzI;G@{ZVi+3qp@{yWCf>X*KgqY_9sV+WT)*O%1_qRWa@gn$Jo^p z-&ymBv29*p_i#4$S{=jY)mArts++?8vRw}dh=>n0qEXIk)hk%j^B;0hEnVMSsO#}c zKG{y<hmlKT{eFdG<V9h_rn2VJ!g;+s6DFvnay3uD+tE1;?x4>En1mT0*UOz!yT(a{ zQQxO~`+2?~al(8GuGsO}M2jw16OoF`xwpG2)FUEVe^Hi`JLp)NRy|PVui-hrOJzsB zJ8~MVIl_vU?Gm8k9u4X%n>G(3=Wz>mjkCQf1oO^zo_3v9Ur-sKGr-0!gmuGxV9z2j z-Qp^sf|P(f6Y%00{l#y1XAdZ9o0GX)%G1o$;ABuncQ1*dPmR22E*GRTK0-Uu)hQSR z)jJEiZcZX0R)Fy<$-1MQ;W;g#{bg;*^!}om?DNX~WZZ~t84{lDSKX^M^Etbi7^n(( z$~WO!d2h2VJ(hdPq&-2@?9UZ*c(nm~uCf+-aH8EqLXt>SVfO55oCO|C#A919mHSi7 z7@ih78xuX0_wiNlwvJYggQpyf=<2wpvoYuvw-=oawc0fTijK#7%Lg^V9S3y6$Ni&S zI=Qh+v0XNgO<vj0OACENBAI#eRYyQd$GcaLX{(;-Z)yh-H?ziHZ$=>E925P-d15qP z-r*rLOPzy~fMT)i%WSWqX%BpMH+Ob-J&{f~XLr`71aw6#d&@VZ>-WQ;ai7~uWlvYp z50#xAv%h97&uSx)$2+Y+tCKg;^<<ds?C0I1F{wbmnTd{R{N&PccB2caiN{|1DS5gW z;0hdbOIZYaKl5yR`4GToYw-*74<jq-ja0^=TSnt^J(3)y7+nv2RK8_z0wXR6jP94r zTQrF&H1W>K2v?;vMeM%xmaV?Jww6na{70z&eHuf?x3+=wy07MpTu=$46!al^FC`7; zxMT1mIgdtIv$(|&pYK^PzVEj0rSuQcq8o~xo_gr#21X0PCbp`T+O{mpp;2;i%?KY> z22i>4v{3dhgJ9;f7D*zi;-4x1`n9}*nk5ycPiA#rrnl1CpuQ1@w0*ezxcGlH_v;^Y z17Oc<HCaAjfSO`uD3|qe@%fW?ygw4K<--Z5AwTOw9Y@@tDzuOEQFY~E&#mgV@&ltW z!~ipa$<v6isUS9<$tm-z)`uj{5gMZch=>jCi-f0U@s+Ay99?e!j*Ff1tSN!!7raY^ z;zCfXY69}>3?G#me8ny+X%ESz8H^$Q$v4E<Q_r4t&L*E93Adw~%V*{)-vXVz4cV3c z%scD(3Oa>+#Ux=OY-SB)az!iFYKo{pK&N>E8ATb0m`jy<QFsNxZ~#n>!u#>4L8`h^ zaR1r*vYB_PhCV01HAx`v$WHaL3_>L#oi=U%JfthvNW_lhQm;o#X*OxEwnFtCubtD9 zV#xqKM_3=wc^<-5V^tBl{7X{SIMHyWpuDLup#F0Alvye)KeO;sR$KlNQygNL{F15H zhpjod3hgMnFW^A~VJ{|~8q+J-#RpO~O1Ekc(w&UxqDOUWVD7FsvWMLklpMR*<|*^T zyXm3aQ*JHTl@g<?BlDT1;Nsz--B&d(5gW!G+P<RY-!MVZ7;zd@c3;fsy+MGfo4N)4 zVp96F?PLAij&7;-#qN_P33FPuoF`-UxY>r-z@(%7&U|$~%iOOzL$^6~W6MZig!KsM z>3e=tez2U`o#gDc+y3E%f|9$;8NGM7vBCXgY~$wwyzC!@_P9;JZOtqU3lQrIY{k^o z$`hJVaPCl^-?dScJA+dHK*IWk=6pF46<12GTYY`+w5eK%_J`Yi%_~Ug1+6q9dQ?NV zdx&pI9Gs|ocB^k=Gw%U8fyLFipd>s5j&t;==qJ<j)Be+R7gG?e%KHf1J_*5uc@nA? z+)!9-7%%J^3cH1HSzwaA()9!m9WaIYCS{AGdxZ90K2hk3S;2PJI6+qY*e_Ox6Q>cn z<{*@@KQlO>>kJYKrylArZJ(2L!Au6In#|~<w3DRw^oj-`iO>|WNw8xz)z2=z53vyy z1hm82DZl8bL5PBO&thhYvq6$m0~ZMh-g`|SjCS}E&!$=>o>)7RSC{Pwhly{<-m%jz zRjFOAYHgi0FXTM-7F8A(4a>S4mkDu}?XNedRY8*O-VgZ|o)g~?KkIvofg4%3z!EUv zS~<j~jBo~=PlIxE;v4%XspS-Mft>~E`iH2$NX1U?itkyjCO-DokjKGJ!h&6MaG{zW zR8-East=o~mF=FWm0hoe?=ntT=H5YqlcE*S@c^mu6lYj~7WiD(qy?*nlPDL&rsH+; zzwl877{J_i@Bi-BDF^HEFI}}uS=`H})HN3ZCh56Xx2PIApYw_eZS;9pY!^=WV%7QJ z?@!MBpuikoThqOhK1NO`+;wkpaX)b|c>B;Dtlx@509QZ4xM$q2#_JZ^??`?Sya7ak z*cNU85QSWiSl^Xw%8XZ%OGF#VpWCUbh<cq8K=60ta>c6o52YO)TY-PliM^&}ls+RU z%{p$V;{tafqvPkhYyI`$j<6Y;pJM+{|IxWiFWFn5k?gvm@s%=64qLwpg3SmOeH^pn zJg!&u{JEg2GA?<1H}8{q&d9;pyz5Dhu18VZY-|W$KQ7c4?pZmejG}mg(ZXd!maFAq z9(FI}6p3?yTH>+V)PTP(ny357%yF{iTqxX?tyI{Mu*XDdFT=FLGH+j!^gv-8C$${; z3NA3XlmD3@3HX<*Ag8;6iSW>Fv3hz^C{)X74VhN{98BF6(EK<XC!tCXt#6eB!46iu zx!ebf4Xy=st$|@>D*HH@utdrQ>g;0MSetE=n8ilv4)aT63E>Nmzs7NUN~i(F=<cHY z?;5a@S#K?GQW9eOPSoK}JlS}nawM+XnlMj0pgdtSsv-jd*T-x7(_)`b&)#O@*SsUl ztq^V0NSfJ>!7(uVF*3hk>Jds!Dj6PJ^-(S7TjWiwjBZEE@&k(G_hN`ycH5U=jkTXo zT0}203~hSwLOhrj(0kWC3YzCm`J;!rB&M^XJUi?7R^R(Y#v+|*d+F{EeUcm;$zQ2< z?EOjk_D-Ihz?{%>P{$ZZBJaQx$6LJOd@g~onXCJ*j0|_Ljtt)t7#+{XNJ4w4AN2yp zyZ2mteZ<MV0B3apVV(7~drHwb4UUqgR>)I6#ks1gu%Frxg{!<I<D$XcGHP^N_~@8O zEcu=(3y$DYFU}}ycRh(FcPz+{B`&5KD!>*4)7+4Jqy)eu1=~&RLfDkO<GIn-^_xr* z0-^zVu}$X#NqlnhQE}M`%Ly+~vV8&2gxRA8X7i}%k{jDCto~a8#iD!y0>G4g3(RQH zto(dbY+U&2**<uxYn4j3IQIc`pl;LTmE8XZ=A2Waf;B=RU2kSXTdvj>ZC)ZwhG+d) zSG2pK>z%kB{aj5KPEKfNYkbW+z76z<ZWWW6XUhVI!l&xn0U0Tr<8F=F=S97+b!eNB zI=Vv>GYsY}<?zCKrsY4k>Yh#Cr%hWV(GTzzLk^L24^{GX59mm(pK0)u7COkwuCtq+ zDAArUK<o`Z5Ex=E72iLkBfEG-y94BTyf*F=VL5$+n@7#vd)HTE7lw<m9z&=3li<ER z5Fw8X;dO7aY`D9*h~~HqTdNp119~KHj?WJ*?kj$QQLchi=hA^Qj`Gg3wev*5R2-$A zR}k6Y4%Sw?+sMK1&P)i6k+u(IcO-M-WM2e%@BTGi&nfu6!E&v+Fd}skt|w}u3+-Y4 z;@o}$4omH^@r4%S9^emPAh}|w6NgsXZ6_YvLS7#y*tCA>XpC-TT`IqMg#IuT{AND4 zaMy0tD{g0qc_;1n>M8?K-vB;-^Sgo3Il+*kaVZLMHULVLnMw%Rg<jpSm7zp#>^$Le z?uT@54Z?;{9#R5A7F&zXS>KFgVpe@{u6G1F=-Yy+AX~7pKnTt&-Pp<bvWl1R(P))< zG%b)KIRop8k~1>->E@H{r^)+l{KatI-{v;IM&9D#ibmE-owMa{npICo9}-#*0e0Z| z2R=5Q)4G4V!B;FfWeOn<R|2(-=#8IDg*RwkOA<asWhiMd_3CSX?2G_5g!|tQJ{DZD zH@e3YZatYGI7wkYi*u%-8G@duOf8wyEeSsWD~;3QZWt^rducY^VfbiFSlB4L?WNW` zCec}m&Fr3mgR8b5)Ju4X{Hmq9FR^>3pOnN%!#nGZQBn(6Ld}5lXoLGeaUSUQkCJ+@ z|HUCz#Psqs#zJ&cBilJRoxqb9&0SVd6<7P!jww&@u9Phrc<HY<IX_F8TVfs~oG0BC z3Gl(c6(8eVEm0dg)(@+#ymoM#yB`u3biFIulzfVq)4g5wF${G6ckmpj+7$9)MILef zdM+BfG~LXKkHe;cMaZp?egO{WynkLHeI1Q6IPD?lJhxJZec6}&UgOdgyY(03GgLkZ z3wzc);bn;6QjRXy!ak{h{SERe&m@SIXHo`ExVDB~ws=RPoZ0d1u=U~rDL%q^Q$K=n z;4K!_*Mdg!I@trl)meF>-D>LJg}b14X(z_eC61DC819%pWXPgT@U3WE8nAq6ev+*4 z8wT+Ot6#XCDfFHDN&p`G)UIct?a;rG_o<e9Wf^IAr*;kR_Ro^W^7cfY@`&aga2~=0 z&+9dIn8znv65=FhV$2P6nO){>q_Pb}>uwYHvRO^@AiHfR9{XKA_@+m~tIgxcpRlnn z?l{m!wXD20LD?sbs_O#bmN=e>@%I_UM^<sqqN#vaqBg(o_Re6Y^|=4X@Q1h%NGDvZ zg-sgey==)y8Fuz=*f?FRM``=0zqrgWZTp)vkEX$g?xiwqu+*Zbj!PT{Fb!=Mq+@i( z-2&`*Jev6Q4OqxGJz?yl=Ib_hJ*g&1x8-7d1n2dMkGB-U)B#j%`Ik$!TbK^wFZdmA zLkzVw%V6pu^tNjGv*4<(CqNcQmmv-sBq(4<uaM75=6NxJ(Oy2D7?HjrqEX-{D$MaS zg+KA|YUd=cx5S70jnEV-+=_=aWAG>zV~479**p2qwEtsU?{5;1NpUOHCoK?tjMYx+ zECf2hA@3`S?_ScvD%ibQ|AI2!XOLsCI{VkueTBVnQ9=VxgmC37+1_4mrfgyQ;RJ*& zywv1Zq~THF?`?G-YNnm~#TfnU9xlk4qIE}2H+6KsB%Qfn+AjDweaV{7{*(OJpgq{l zPOJs5WiWa2ON;V(NL7>tn1u*y)=T;QSL&xbzMXueWNYDR*Mq(3CV|dR;2JEYECPf* z>n<nERQ4>U&xrHFzbA1EEUfDLFKB*MSP(|uq_B?-_u}lv+LbjGV>6q8Mx7IS-mhA> zoixOW;>xuBL!2^y?k|2tRp^ScVRJM{couU#x)Z*~2jy?zdX8=yUJtkTWmyg5GeHc{ zc!GDe5K8-d8%7+Ji*2bh=PJ1Ocn|FXA~N&HEzC5}#1}sGS*?#+HO7AhJE^w^jaqZV zpx@*8R;Vzug4E!4iQXB^_ExD+h8F~@T88uNP=E30L5cV^+vVK<QoZi3T~Z;WFk)SH z5tDiH#GLiJ5R>(UhS-i61>sV4dP=RLK1Q{;WzgF)s(`<ANEJq5Msy_Y7bPLLETqIX zHUNgeU^8b826$cyVM117=<jT7FM;M1qinq>Z@BE8wh!LWryo=eOI2Y<Py#9Bx7g^7 zhsljd6jb_#<nT;dLKMzhZ2TwVltBZSobRj{-*7DRRohd_J+jS2ZO|k;`w_9@T;Or( z)rH(RQ9<OEc$`CpQ}>j8?7XU9V^$z&1f_3y9<f1?!HCG02ZB)l#WDtY8_`Nm6#bNz zUvm6oZ2$B|x>+N*<x4_gyHH`@Tx|EMJ^}PO6rij!6BcS}!^N06@+krOaT=qH@`^#) zk1=QNhD+@$)w5Z@O6_-Oy0y`16QGUoI$@Xg@xKExWg6#h7wpex=e6L517UJ{xpp*_ zFtd~f<9Vk7>NbYuEvlb+ZMk|tOd-6mptvz)LGr@c(U6)=hv|qC89oE!f>G&5tu~rs zVtiV!DA@CTh`DLIZls-K3&wvRXuKl#>4TEkw;|@r6NkYS#z(YHICo0z#cCm#iQix^ z+3D8pY_716q)pVfCmyQ<e1Cq;`P^mpRN~?~;t5_L?VUVs1V700Lcsz|Bn3RxkF;%* z#}{g;gUA`QsFuVtVaeu$eCi@>hy-RPl!B6wzj2E@@u`-qP)^;)x)ovVZ0_3^<j;Mm zG_U6&t7o5HAYHU)&9Hw+f2K@Wf4J0E@Y?|!e4VB?1pgU?991Eq7~^9}XZ(`+O2j94 zUK`v_H>%<iZ0o|O-Uz?fy)-w_9Fh|iYNHT)6Y(Gbv8s-4!m?nqO*7k>Af}l;kp?2y zcu{@3p$>6!q0!${*2e4G63<3&u}uX$&Gp{;JCk3gZghOw8=g|1v@;kk@`lS*2n0Z} zZ;-~kkT*OU{O;rQ&G7BXpGU6k_|`EvE426wTeT20Y<C43k*T=ak`9{kvfUG(v;KLd ziLg^6kuWZIICSfv!s}$pP99trrB*FG4~=%{j$YNtZ<gYGJb)2qRmRY1JeFAv6YVF@ zi+qEDL_GKJMUejiEZhKx0Mbyd7W3qnf_Q^XA5Jh;h-qtsKDOe)ZAX=zc_zTQKBZVJ zn-Y)pAYC^01$7^G-!ruBgc)w}5Gl$5jNfy$c$}h(?sCqe{4($(0+&ka^Ag%B>IC(d z{$H9fn)D#-Bbn36sNuyKDtaX}M@!SfvxU3~@RviTvlA@o^cs_PP0so<+SNr;w<~Po z#XX#3F=L~2j2OM@h!6T^_;FLf{K0SlcS`miuIO#?3jmN5KN!0SDgXi<BA<dI0dvoF zn>VWtMcl_`oZ2NtRB-ze6tw4Rjf9*D4}?-j&hE&%--auYFC3gs%7mAh+VSmPO_2AT z%#xS}aK>lpdb6>d<WS$&K=WS(nQ!%-xdgah<a4%t$xo~nwbeH{AjFUTL-K<@%eydK zfWOL1%5af9q*wD{AZ$lKuhM*O{i-4+XLmbwtM4^9RTZdX-(%wRv>~$$yt51ujkqx- zSnRs`5ort1&)uvlv~NfigL+;hUB+s}xOt<kk+#lkjNDGY>#sMyW~(p3zY)1ILa;fY zgRlX=R(Ejy(KwCvG=uhkYQ|7>i!3V@!aSE6{z49k^2tzz&du-xbUadoEd$Q`A#y?) z6_L*$$tO%V*@*`^_c>HHLRDV+rk9fz{Onnt(X_axHB<&|dlEb?4Uh7maKWn=#s9we zI8()jyeqOU9<~HVM-9A|IDLJQWA1>;)(`g|WZiL~!Ny9sHck_c9%Z*NA|rCeZXB4X zV}DctVKd8QfYF$Mw;YJd8R6)}W4?D1W0T0pf|bFA8VUg8%j$}tJ<@Gnz`AldhfJV? zBD9b^oQ&uo^~B<8Xx;<2u=#ZYRb1VcG3|eaox&L%vt{3A4~#d~&@{+9dL&(RWdd?- zRwZ^-{i4^ZCB~~w&imiteFIoDB;iD~S^+`d`?JmU8z`@}bB7Cel~HbUau%R|zESeT zJ?(@A^W1rt(|5xOcX=nlAW(J3;2G5;H5i|DnK=Z*_HN(#B#YmIs$di`HgYYAIYVoF z^dDqV41KZ=rS2mrZ04EFMfsxNIE*iaNDKkmEg<h%TeJL&M|8u|?eM2NHQDhv)pLyG z0uB*T2&y9Bi_?(F6+;E?jU83#Q`6l)d3p5S53q~MF~SAIV>zngz(RXB{fwML{N3HW z#bIxD+dmA&pf}C2O5SSu;fQgm0l!xJvC@$ky3Sw54td-;O77zM!k5(5Wg8L8g#iQH z&-4?!hX-`#Eyx{Kyg=utwLFjJf+@KzZ}CB&*g!~a4?0-SxDoy<xVkwl0ur{9p0(lL zhkmVk_Gmvm?a$RzdEChg@it^!*Oj4?|0yN+`NzW81pv^Zng*#q5JPL@yAdnGc2TTm ztK8aHxT5hxjr%@sNYjW_w|%v|A0znSXzqs-LVNppe<l4QrsdKX?0XIFWz_VY%O}S1 zmbcQYb-zE=Xe3Hn%;BeJ@oP95r;S997{4snLg-9Du(A+X2C3an)yD?sYZxFiaA%Ww zIVd1HoWa6+;|J$1$$QTn)hX~%Q2?gFDf8Wq#@Vg}m;yU?O%xJB_@?%>h*sYalNf@< z?t#SPm6br)RkTe&{THu@GImf%bPEdABf~xH?mED`-MLrm^)2q_Ma)CDJmG1%ml7}l z=Kigv(Y!hlaQ4v7z>?~EGCAe{ICS>kzN|SSl4S?Ee8eerUs<4;?nQIe4jy>-+1M;! zSmR-~LZ<w8iLzj8wlDXEymavssbr%8DkV!y>AZpK!-@6KhybTq?H-dEOrk_M+#&Pl z616CkS5ddQvfYYUX$T>PohPpb1qv&3uGTySJLguuT26z0E|*H|A-MFOyn}DvOM6^q zV&|9|+hx!$`*@)7e8;ydipI*{P*I{jzka7MsCRm9sF}VT*@jbVDK~XvXT<a>LBNrP zumutwS|7as73{;OaQVpp7q1Q|!hJ(_!6*LQiqpjVNs7_@w|R?k5M7ULTS{Uq$X9Tw zGc3yx1d-Z6xCn&^7(N7i9O&clY<^Y5%>3QMP6xiuz-SBsNU-iK+?66a>jD+mU{esR zc0^uWP!Hne0hJv_3ERn=!wmWu7HI#LJtmB3O)>0Ew#t}eTCE-i<kiLD!fO9J_g$1U zSV*C6V)xL9XkH_=qeUzVe_EX}j8U{Jg3Yn<)8p3;bg2HJ+pMt1MD}Omu?8h|zxg=j zevrk;7w{@l5VlvPpXqPX?sLZ79bwr?0o_=6n-@+xKHU$}q{;Fq45ypP<0%<1cd+gp z!F4Oqp}x_ZRhd18^T}MiV5_UzP_MQUMCE?+Rb;2f!#uPbWpL<j3PN6lz|{7zR2Yrx zVD=7w>a$TOB(lGv*!--^W`(?XN{xU$licQN=2E2qQ}t$~<$#VH4513>6L~|kKB6QQ zu-Ie&=(8-pZ09(+Ax8NTw|8{RqBr)wm<BudEar>-q~RAV6{;@bV@ZC*D1lRvd9t|e zl)}Ev6NbruLW{jrIzVP_L;pj5u+w`nv!g@8{~q^!GEkeKx|*O0+cnDIrPThrhHc}& z_{_}OG+|DnIY52vpVv2^qbq|d(6ZhbIEzVL$J4=t9e6$3%wSH-lf97Z4s%~LIgwCD zM^zfbaDgzfLoJ6v=B`^ZZ7@J&>nRxbx8kheKFs0$S`!;clY@sB<PF9zk7OrL6qczq zrorrC;IRKfVl31`KY#9fo=2Km&h+|60dOeZ7pvi(uYV&^UW}XW4cgy{wVIIG_+C5s zy_hpfKcF)hQS<0u0uk*7hne{WL1pz|H^hVpvE+0dRRY^q(Gqd0X%kk@@;AwUV1oiW zHh!X(W94EugYQgGj{)lwd=2lX`MIFcgT=LNp@XKG7PMKeCd|g(Cj&H4DlQ1VM_81d zAxmBJQ87HFj4OY4eaQZj-I*)}qeI?7By_~vf+kce?{6cI|0I%`B{$5{PsH$y{n}*_ z-zUFJJT?yB+bzo6ea&us8eHVOMKrZ%F_39SoXfrpa`I{Qzhh8;B;dOsM9dK~33EYq z6D|kcf@uJx&W>vYd<C7L73)%V#m;eL`UzDR=|&t*Oce%JQo#sq+o>~Ls-PV)j0&7h zutv(*Pd{OmN!XF!?)p3T0r~IL1Hi>!up^Qd=$7PhTrz<r8^U1|u=g0vaReg5DTMch zSWw*&Ir<ufyK*zyT=|cD4fLZTBoqFLG;G$~zsP?2*a#_4c50UOy0;8Z<Eny#I=**+ z@UdH^#9)GF`T#mP!*DkM5n(^NI`Tu?%fRHrix+|~f-e{V113}?SZpivKtz=|DKGxs zwwC57xtFK$l^eT38V;vbN4@%2lI<G39X9qXBIIy`(CMy?Y}0Vg5Ulrg638MNwdQT% zQ3E?9uU(R65(B4)U6RjVOR-5YQ5tRrjm7@l(QS{ij<=W77v++5x4VPH682eqT-)SW z!VJ*b43tA3(23+6bIEpZQAKc-2*A;+OR;$@$q_#-4)tBUGKfUYkI>#x3bPa&e*;jj zD6~B=TDq-ut6Mat(Ps5YxI7FN))Zb^#%)8iPsy*RF}mkOy@1tR)*Zi)j*&htpbQu- z*}yxbVLY(gY4pZ-@L(}>)jeim%FL67zmi{^(cjD5Z~O{DK_k(ibv^MbFPdky@|rV4 zi*397+ZKUKCy@Y#OV_geX^a3Bm(+ZXuY#QXwDY)xX(m;4DHTB%8~@k)(9rTcY#jd4 zqB|I{R+@l&FPM58@^@-B!5iXgADo;B(YS>TbCd++^jOP3+`k6y#2Q#rg5}%UVKR?W z4C(03#!c`7Tyh)RqRJ$kAWcTSv2-}XQ&k3tfUsK3;$D;XNUWl7k!*rnVnH4hA|VcG zc!ZfiPUA4zoqA^(7QS$pT-tR6F78j8u|)+~RPp-$Ab`&-Lakz+gl1yne<xDXGICJ4 z43QyL-*268zB@ootW|O)5{C0yAQO2T3-{A6n*Yt%rfp{Yif1Mx-Jo>tnpivbyii@I z0NyXKoXF)`RgkpnRXb+!JgN&w+RHXxJvPe7WfRuae4yTOY*^RE5kvqdtt-1i%%zbf zG0Y2bLgT_+39(H_0$he+#ruI-aHi~1<f&=@$i!pJLU`A)hw?5d=i};~)B~_({JM-6 z#_V|vl6MNje72GU`)$ru6O3ahx5?qdI+aH-5P4kek5}!cR@v?#aOf6Q5h`%XwAhqV zHS#HCH(lN$N^!iZI}xS3-{q>&s~So3+W?BW*|!RzSz|w-denwkCeiY%s|vMf;%UM$ zl$ErA;6di^Tq=xYOMNY@cjWdnQLrFwvfFN`6R2sZGcIqUYXXDD?&8VTHe32!bUt@D zT}5Z3NrK6%!2AAsLVL%dzdvQ5wS-Gr&e+q3X@1rPQ<k3W;$VU+lTRKZu{v&qhC)*z zq#P@kY<{{RG2@tYJJ?)ABau7F{8_W>No$CeGC~i0kcF<=@Yxa6*I-1d#V?+AuLN|h z^cIs>)uh3S(Qq#%4Lh-~et9i9L0+r6Lvs{$Nk=nZxhrYV^PZ$;6Rsnxv<WM@xsm4S z4>jsh-L`PfzRX6nE`5~707VJ=I}TS3BmjKxJfmnJu55t>9I<D+A~V@4&gx!b;37_T zLU;hWF8)olu8f--F`J2q-7QJ5Xd25hkc*%pe<{}N&H6H{k$aa3EPc+c`+3;&IOWy_ z%x4FH&;z2Mhom}EzAiIq7k&VD@eEQP{GP}YA+8~PA#%=MUzV8<rTMa~0zN7m<wL^} zq1^pt+I`!Of`$0F&YC>VhaCwr$s(zAvnpsZUN5(INyTLd3>Qx4A4U5cYW=4C6$FoE zCr++`#P^#p&ER|=F!3bDc#x}_e1AQoQdle2A5EK>8-wVB+ul?a#s$0@{c1XI!5H}` zS)`;!2}P_O-wH_$msheQ0;AhZHOb@IN}h*q(ZRyG%3S+@Sw8HHLw5|@duoP@GNN&Q z)o356Ii}o?`5M2h)htCCJGgBrQod^5aN6HuUXl)m^h8(1^U=}Uw0soCB-SGr>xPPn z{`)7DA8m=h#;<Mf;MTZXjjvJ5>5Oo3`8(B1Ie-6!P@BZ9AVULCCc|EWwHVd_5LDxW zHiLv|c)f~4u2_GE#5w!Dv8W5~=hzcU)X5E`c^2=A_I)KP^gvr>JU@PSY?ac`umh&( z2Dlzr-?Q8C2jSTCS0E{RIPn^z2NvY99PQ+naE>C*+UUEl3!Jq)`*6CIZ(rnl(BzLI zS}PwD6(xmy#%FMM`4j%c`)Jsp;O@n;vs3nRe>l%m_i#U0Ino^az{cCNWEHL5?hCbw z|6<<qyR2<in~a;t7VCz?7yL&!%lh?z@Z)Qkd2px&IYA+I2J~A%^8tcB2!t_xVhF)w z9*;$XlC7z$k;r_UBx7&E7T$e8BL0P6J2-806{mHvTHT2E+x<~6fFhjL6xLAOuQoH# zL0rlTznjdzKG~<h`(y%*u?$&rAaT*+Za8`Tcgf86nx~n0h@<zC6a40<ot%eCU{~L+ zmV<f)<0pRjvT^(K4b)hq0N#QeR_>3mUVt!<dkj~cxoB?YRu-sQc$U1Qj512gZ$KKZ zooc91M#q^B5?#;3I*&l~ylU6UD-c-yj3=sl6n66Fkb^vvq=ld~L!IUj?~g<+0EY9k z<kI?2##AW{ofY9*;yZ%fK!l66O7E))X*10{_#zQ=JL#yg=sAI<{~+|RhYYk}E%Cf` zbk{P5(pNy}ei{=A7GckF?E|N$Iv18}wMu{p*0G$pn!YP(;_<Y=HiXH*#i#gf56a+H zIKyXExKlF{<nwRy*ZjHnEGD+ktSP(+P1zKXGHTp>4co1f;10k~c!iJN)1!hJY&o*W z4OWKBvX5FBjFQV-YU5@eS~d9W2%N)`b**^_1$tG>*v4rMYnEb-NRC5_^|-xmTC-n0 z!fg#9meySM?*G~!by-ABNC0_3-Yem~vFYHVp=CQ^e{u<SWg7#sfRNo^lN!K-<K>ZG z^|L|&hA~ibv*?WAU<utoRak^1cCqVeOq$A2#3^MAl9K7oe)G2PxHos2dB{X4FN5#j zz`^)c`KJ~FMw|bgGy9R#Pw=V^EDf2C<e04~dr8F0$7@rYRZG?_*Se-|w18NRk|o0G z#1DHGGmK2LK>|E@d0hr@<t&5K39QjK#X*xgff^QU+~yZtMlDzS-5I-$Gi@K3L>r_! zFGJoU!YaH9xIEB|<^FX^3=V|EB^AOl*)#o<%U8VS?)z6|xTXo>2(D@{!B6EEve3U$ z`G%1nTt#@y$|!tu*{X9&!pgXeHo~gcwVMdmSVf+a;M@37^b@>mk|xUwF?2$}9NwLT z__=$_G-c^>!q|JXHN;?o$x7ldT?_ysiw`%R-yDx(IV$^Wf!T8SO`Gx$Qv2Z6@mk$0 z?B6v;m5`UVgUUGyp76s7S%sK36wFBY`#nH5m{+1J0E3zNLM@}oGHn%|t<l?0+osLC z#Nt+1zC%##JU!3K=j00_-Dt6Ij*_-Y6)A(hkggN#c!I`*Z`+0csnQ9tKD=j`G{MlH zmTo6xF({!CP2f<VlF{={ASdnRql-{G;-Aedl6=h)?8Za8&(g%Id*|na<ZvGO;I2{N zgY#rVnLHk#&@C(}hAu4k>9Ij`**?36^Ac|*mT0D$aKZ17dQa~*8h=~-Cz0jyjP?)V zsu%X68_9v$^LOgEyn;96O_<_<_X^MEo4}rgG#ODu)3y{awV@IeS2|Ee{Nk0PBjbTo zg5)DYg0UQBlk;N2YoY=?fh*mHKNr*;36L?*i3&c|Q8e2M|1bdUirjt-vC9FTX-|M> zK;Xf^;kgyEuItPCA&f)c4(#yfHf+R}`WI};MC1`ka<*;=?QvnR<?0!@V19Pl6ImB@ zRhAl~Ttt!2NM2!5>O4{wPN{B?3f_&<L2E4TO`WiE4o;@Qj2Kym(z?w8S9U;j&^#`i zv(B!W+4_|P;`%7m=Iqq%uWzLUcvYvxK4ElBZ+K@VUXL`zu^^Q7!Dpin7>5-bpf@4! z%A?%PwDIqZ=-Z}4oJx}ECx$xJBnQ*;bu}~UXr(}eY9Fr`@r;vGt;GuwUezOO%cy38 zImt4Nt2nlu-FPOc8~JN4nqQB09NK$k=@F6r_mFi@QCAa8AC|Akqe&LQDS_bsyF{R# zE#EM*uBd*G$v|;J_$wZCjsdk(F=q5dl7;AHeX$G)@<g1l2zNgUhWqO!DZT`!51s)| z2#3j5CHgbC)PAi}caUdv8iC_;z$1fHSPnDVA*{tGr3K)?|K3A85EU)>ZLZdvsrf|3 zlo(Qe=SZKiLsvwN@$&`FH>vpu+wuuOM}%ex)mF-h*Y!waAsE2Hfs0<8TU?+Q0M!~! zXu=+D7uwD8p!m{tfhkXQVfsUy$(oD7<|T=?+|3@EsAt2aV)@6Lnq}b~%IAV(JZOik zs*C1>*otpZ2CZAD9rv9zh`JJAB*v|SoWAb(7F_B&lZ5?Ihcbfuz(!!$abbX8K18ky z0PrSUD_7XY7Hk;Vh2{Mrj|=B5dsPZ{y%OBNwe$X`T+n7%tjmm38VF|!ct%`yjJwi# zXuqfo-XAblXY7D6uwR`|2uz^mx%=hp&PKO2%&gswvryiSB7V7)KKjDbvfR5`O2d@r zRec7NUw~O)^!4bLBW{u5izFeb)_87v!PFaEPwuycc)H`2zfZmiBtZ0al)up)LiN^e z!tH4S_Pj2_+Eq3*4c0i^Ol@g_fn_|3o~=`3U4Jz_-zv1H1s?Q)842d<z^M((4!^P7 zf#nH_st_B0D2KU>yu!GA(OJh0MLF;!z05wY?33vfthtgJtt)#vA=l1XL626T5TaV% ztajfyP6LqUYkIIzy}r*;66;p3*7!-uZkaj;WcL<9N6s*TShnkUs2c$JjsvhlCwQbl zp~yiJqz%M!h>)*<NEJ!#gF^mRirL8<f*|1%1TBClswqCstJqDa!HXcCxj}hK5hnR$ z%{iY|N^^k(%;I*U{)#aB!8L6u#m&mv%junHrqsE~VH+wsBea=$nwEjlI2yhuEGZ9& z%9E3r;9uyg+B}OP=oqkYFIXu_0ne=xWBaBxd7LHIxzv1@l|msaLl|+yWg+vW9N!G# z9dSCB{SpBG4z1)%q$btmwO9PP-~?Ahk=vj2iP_CZU^Ym9h3p^U&xaj?G6)jzG&}wv zxHC{_`!8@Q3#-8Q`>|Z%f4qhvTuU7RdQ_2+iAgRfjp#)PAsQbFkbFlm0@NqL5Dk0m z2mlh$pYr}wjmVmwL~R`!A{o5JfAq^c=Cm|l6W<ZN7Ma3E;%AH1C}<trMD(y=(?vU! z%OAuqcHvA$1nT?XtbuAkJ_+d$jIvZLRd<8qITbWRs<N}rU&;HxBdQQN*QVkxF>ib0 z#GEN?TZ>rML%IKAQC^_q({hwV@q}}dj}p=P{yipyePM6+p42Ywp4hQL=T3T%_v{4w z52APqb!}e*NG*Y-LJ=cWvfXFp28*QEk+hEOL`R3grX^y6RWooPG7_jZA=PE|Xo36H zweh!b83k1i)w*^`Lufw|f)So<NDkkk3V)mGE(!Q059#*8OF>n>PJw?ez@ieM6jPm{ znYU<j)ozex!`nPwn-jO#<pp75d<|$`<2ll~)Cnn7t=oP@(S4IMLXA(wKP!1AMh@d3 zXAXk5Q{(N!HmsHdN`HctC~6*GLv(<>S?XVJ?E>bmUlQx*^;Q-U-iDVk65-0(P0Vxl z82rmaKGG^s-t;HtDL;(!5HZ5N<TK+X{`3#@W$!*n><@HhU4H<>OduMNfVqtJOBzF@ z)rOYN)o#mK{`iSEO5YT9e<uu5F;ooi{_qO8@K3^K#_0dV_J80J?PZ2ClFKa)&({I> z9WB=;#4H~uL_yFvX-Yt5A`F4O<>ddcOEyx~$PiSm#nb*t1Vr;XdH6N<u!c26hY~be z3s7yXya!wv$c~Jf;Qe4piov)YI~U}{UvfvK#yPtxb-s;1GN~dkLYOOSq&ZU{>u+oD zq3>llKP`ac2p%!ZAPI+gG>be=IG15hm5+$tiV?TX(DmS&l~vqD?<NDOBIPnI3)8MA zV?V<d&&cl<7WS?$L-`VN)WFV+>(Psm!!(6!bI7gW9mcQ3Ayw+5oMeqX#cw+H01z&p ztF(K%6ze{>O8r?3?mr-JB6Q|C4gp~<+ugQFk*YM-{?cE3**fi3H+7-5@Xb<DXu^8q zZXjS|uu6V+bUm#fG7M1zO#LPE=LvJ8*G>lW0<hO&dgVw4O2EW0<Tj%da}$yL{BVMR zAlI>LD12&ac>MJkU4a8Z?M?z=-5`uQg!JV&WJA<y;@^Y={DrLsno12|=hQ4(U#9w) zsEjajfZy^B5ix5p_HbcN`<DP@v-_CHKT{urP<(@{(Sx0qG;f<7fs4TW0_ttQR`u)j zoge8K$so5MLWYPoq0T3gz2Cn!UzE4$tPns#&0oQGI(L`}+UZ?ZDyy9W=fI5vido88 z7h}|<>03)3qjY6+326NJ4BYeIq3s>r*Q1*)-Om!ucLWdKWLe8=Hb%GXQ;Oy11UqB5 z-N0ceB1((7(M_3msqB(lBWw!$RBhnH>S;;NC+HOEy#$Gqk}$XWmJM!2^J9JTFR1gA z0>+T4bWol!E)DBJ$Zp`A35-I7l#9)?NnB~ZzB{y<pAP!fg_F;H7Q<hYy78bUKXv0X z!o8QdkEFsbUZG5cf#B6PPwi?WUQZ<*Znr+I4pL!o;zjd*t=GmP?qiJzA}3L+l-2R= zEe_Ofka#k0C08Iz;H2z-&h@7E02%*inlN6gX<2IJfF8zWw|B)`B2qV&RX7)pqrQr$ zI*NZ&69r=PFQS}6thQEQR%d{U%K^fyNP|HQKBd7?YtHZ!r>E}c02lwKFNe;PrRx#X z(LFqE^c7(f&aTm(7a&zjLOSp~A$bzTQbf-bj>Bh`f5bJ_V!%nj#~c#b9+b9#fZ9cK zv>Kfn^FgzxI9<P0-Ay304+nXnHD=!rU-54M!P0yG4TmX)(Di&nns{JjaklN+Cyl)Z zN3NxH>ckuNQ_wIs8_qA1_BQ(7lxVudY50O+LfUFQzW3}0!Bwbv<IYPmYRnqZnb>+i zRJS<@#e1C*8A>Di^Xidn2^p+3>;(yqEQ`O5MeO&ZV;!T*D=u)xOO^liuYVPv{_J1A zDR$h|zLssmC3e`O;fIF9|Kz{Velq;elPCT~erd^1o?K0Ow0Y84`RnMPf8HLQc;}9x z7V+QrKk>I%S!|s)x*PvpMu_FWOi9~Z=*+^!HqR4jqg?q1R`(3^eD`l9lqbIq<vfWc zS&4!TOdEeKSbnk;%)8%H_($Wp*eAbk?r?qke~a8Tua(#B_30IbrM5bRrTTHgQhrGd zPiYd~vb=ErC+!LM8!^AKU(}qxKd`W0>$T!zCpELo=6TG1?|A*ZcRnt@K5GW9dF2{k z82G*Vm7$ffL(1QO|6*ye3}4RdX6<$xNm+_U@6R(|`WPQwX=J1Pc}iX8LaKRJoZ++P zxc$|iXU-S<H8g!zSS<YNHCOWMz=wsJ1=E@<$rHEq4-I&_h^Nn_Hg||p<|L*bMqaZo zuJ}9suAkAbcUOJ%^oY^h)uhpZujIq^nVIi$9GIC&G=qWWN6eJ>tLTQA!P3Dg_QY*b z-vm?J@e=v&waS^ClsJj)VfV-NDdft{WP@PWL9aErW52qeYg0V7x|ZqbY~fNp%R8JO z(>2Qt6Ls}naXEc{$I?=A){)Tr7j-k2dxlM=WJ+YM!Nov!;K*}Ezj~YQ_qoN*nZZLw z`4bPaetF>+AH1}Say8^!?g@i4#rvbSGWY)D-Kk<TkU$#w@efkYnLkJq?$NFn+J0(# zVYzZ4p#9*7`8?Ot=hH?$YL?`VscMK9won8SD{>9}<}Z?^E+s*SIZ+NXB}OjJ`z?2N zk9ntFD`-<88&+CzPTsEDd$7xDvDrPI_TIh!UjJO+ybeWvs?;uod-kH*2=n;^)~I-X zYwmvqf{Up)Ir^cJT%SIHUF_~_qWQhKv&Hqfu9N5NE@sg^ZmGCCmThnAJEvaU_A{mS z{dDg5SZm42&1}zS8ZkW{boEBNUb{Af*Tv7hBYaf0M0s4?y0Op5rl_?=cx`W^R`Wq) z^2>uV|KgFxwXU1ABPL(Yx*r_Kb$0(d*Szbei-lU0lA^7v85jMYHn;GqPsV4m^txA0 zT>KyDG4<awMK8T4Isdx5?)t?KPgBMgFUAUH^)sDvCqv>&szc{XhB=d-ihiBG=cf|q zH>SPQYWt^Qt)b6njhAka=#>HSumABg=9J{dNe1>yw+O4;(k4$+8vjh>d#`HrH=0b6 zUZ5DasEnR=DnEDFJ&aV+<|qx^*!V;6i7M@O!!>4ijcz<Um2%f1Je6e|zJ>SCPkPp0 zR<BXm-ta6sQU1+!a^nz7@@I@`AnzU7mF+3wuOH{GOS|S#wDp8n(8ZJ<@wGb)t&yK6 zILGrgRV#k8?9czd!z#TIrC*Pxv~T+2(25k>y>XQsC(FvFQ-;p@?{;3_)|N0ZJJ8tQ zJ~Zx`^iFtff7#s4l7Qho{~T<1Z0oeAU1NpWQO~Vs2CC}5R|xb5hX34V8Ce^W@a|u; zZ<T|l7)9Hs`e)NDOFiOa-i=*!u@;jTmJX!^eG}yKd$(k3cPHiJMc2w?p^ZiA15Ncw z&TZom|GQCV_U0}c+XdeBGp!8B@)&*B@VxgVf11)3_j{=E<k-cQ1^0=R<*ET&p~B$$ zP#DRvcgO6ca$9>!c<wv1`$}~KFFvY``+u-9n!i_9m;Mz$?q!Zc0P`MC^RshRxqh5A z6-Pfitn)A1P{aN|UH_oxW-(iToc*iPSIN$Bv7llwsEr+7*wbe!q(924YvJ0FL&o;c zx<`GqU~#<K?j@C0{JObY;&E_G>KY~HbECUmpDA(lrH2|iK1ZzKaeYK`@8-?VSC{Yf zT#Q^W`Gco@v+ZZ!ry9n&A>ped5?`3S@*JDU4fhn;9b9xU)V<9}uW<Z!#<`^TzUIfP z{yRDkN~<?FtX;wSE%(rkEJN*k`PMgHZ>V1L*$m0ghomrV_s+W2ce1zZKNKndKaRir z+u?k!+llkixyLOYxqXdgaV64g7pslqwnfEF*e&$%?q?0Y&UkY><IP_gxfiaSDi&T6 zHfl+ows|;x_PSx9*pKh0)5u)k7<kB`L7ZCuAL{AQ$#)53zdFABwKCR^v$HfH0MXH% z6H7ZiXy5eMulChpthpP1IGFmwXN~6e4>y?n-+y&#lw3knyE&RaD~}#)keatWtPD*Z zjL)$=A#%)1`tt6^7oJ;Y!;dn5W;9$F-?F-2>&4Z>o9tFJSf?|sZ*<$ws)$qeti8V5 zN*1abG|t#()~M9zS<&k?Zn)0Ua@AycfI-^*z}fD#{2;L-Z)%%I(6@7gCR6+``}M!L zJI&N-ki52=`(K^^%XBHfgRyy~SIFA27d4!cCEM!~i`>ao{)OCkWf#b^6T26#)(6-g z?$(7}_-e$`<vVwui1;<E8}rluX|s0u%D~IU%6InL8HM)#0d2>Is2<ri+0^<u(Ie7< ze%myOL0Ks24Q?H7o6LRj!R2Ga70TpQZN<_Thxe{5JXS$lJ;rPIb~(R~r@HO?y~m2S z8jkL!$Ay*|zbZBSa>=v!=%E4W!2F)vlBf}<mxZTuOH>VAy~AJsWAf&mm)9Hjsq>r1 zn5u2Um6qAmp|`(j4~*G&O2#j%w|9iy6-1O-erCICp}fYbO21?9-e~-xmpR+TvQ>xw zyrXfxkumauesiR%ZX)8FMkd3ay#8*LNANy-(keIe%D*q)y}0)N_X?An6E92H*QI7D z``WI%Z7Q}~r}R_P_kX{cvw9P=Ay?(*-3vAO6`i&l8g(`Zb9?+&{;zTmW#ibK=hk2; zQ>|@Aw6vfx@|REF+DKEpxX<=Gr+xf+ZmQ(E^WD1Ax-I=C$$pLfiu#+S`o6jEqQ8IV zr~K|KgL2y8DsQhB-}aj&4v?escX}v)lMte7)HsvxUSsUTPxPAHRMfCf?73^M?}v7s zRdp-h2#nqSI?{7MwKKCaGPNgwv?)gC#OIzP`F<OFC|kDt@tJE=3g^2m$HwP3kN(rL zMLjH=x-u=K$>PS{OxC}A{xnOOs4TJ#3w*Yz^jcaB+4H;mYVAkf<q39HwyhrALJN|w z5{XhqlFdHnr1!jL*|{8^+)^EI+sNd|s*s@@<4?>cC6#_Ac`94`7jr#>-jX{hF0(Ds zEVqH}Gybvrs1?<&^_e@2at+I_e$G~}3|+;4wtnFK?PIzx_A=dy28w;Wi~Db1w5eLX zEM*FtqIyP6$0l{g`VWnb@ANIZ8&G<?VR@BeTE)LdbG*;^b?VB=%qCUs=ooEZ>FY>K zoA>p@vHun9Xm>L|df!Wv@`9;&BdEMhQX5g0nR@nAe0DvqerEpTrSIB0UMuGRj7qd) z>2{B;)MdR8Y2>*mWW9X{?h2}W<46<@$-k7yc_u{_`8j+iQp$&yvj7eH#a$7nEk7=N z>s#{2{Bh^pns#e-h0Y%n8!IIKQ{6^+ssGB|_^0XwfA4x}l}F^J>hRn2)}3`hyVj_2 zTL;w`J9~T%%l@4rs#Mq>o^x0?`K3dOp4a%*saIEv3pP`K_n>9H&Da*f`OBr`uZf%a zpM|{r>___#!^vVQDWYM>6g%uyL;u?Qe)E-EgVX6}AI<%}Hty#Cqv*QB+1%fERZ+F7 zMvUN;wyM;uz0PT?PHTNt?GdZhR_skAMNzw|gj%N*RU<-eNzB+(6)}T|Jz^$Cl3#xR zzSoua%5{A{?=$Y_zVBzhB)K(vt??tdrrr17;Ow$<If^E;uu_bt@!CR}<kp=-^qsHd zJCXo7v$@$b8k{TG)lFDKb7{K?2GrgV%Dx-i;&A_O!<Co~h&x!^LF3XBmD4aDXrFvd z9dl)gbIffi4ByhAmd3|+yj%L=*m}-g_wXxCjxkU>t`X~~t?Ny^$#~u?-i*D_mw$N- zE{@)S#KguaOs$Tt&Iyye?uF*B=v;IGa`s||k7R_z+0yh}Ar;n}jS&*sZ?1&9YRn05 zzQ8=VBF^)$k+WTGE52${G=FK)5Y+|LR-$vSSDYl1MNWtnzKa6bw+WEfsUzS4iiuE# z64_3IvFb6dGIn@_n{A$i_|e%rFod{qM&{jHyIB~q9;@9pXx}yk+ec%Fx(+N1JrWBj zdJFb0CIHv&(f&(jVVHfPm)G4{skSW}pH%bDwT?)plR&*t?PQ?d`@BISO2WMj2&OSF zYK!W;lFA^*WKfecV~z2>8aaK(#-us`=r3mNS3GLAS}kwXh2~OBYoJL!-uI@AR9lFv zKC?@If~)H%*0TT#_UH$w+G*ccSjsT4@Upyx29yu)_1Nr|pP6Wrx1_(T?woCJq#ec} z7*}F~T-0NQ^!%q%bgCy(ZMYAflr*c<ovd=Z(rcG`G;%El@8bJfRl{*u^<hWDG3c9z zT^jom)JjD6@chJ?A~KX0!)5KByVHb;##FtFuv*KLvmXht@oqZUT7Ky}!&4wnq?G8y z-%dtdb*z0CHniqAtO8969Ljp1GY6kgQo-7v8=;@&w)gwKxj}vqMJ8~JVw_V!LL+jU z!GiQ-xr6gtxO>djFP)FCKr~bH6j)??f3X{$o?gY>zmgW_drwqUj&J_s2;M>yDw}N- z2M}$4dl{J6A^1tRL2w$#eWy#vM-|9!5Qpf@y2h0D&!Q5;IPo1a>o7!LqyDOn!lDXK z?rT9vP6x%JWAj#E51=nx!j~%SaID<2ip^0Pdcz+)cTOSfDXsc8De~`ftzIyZPzrgQ zJ*c4gn0XDF*pZ7zwUq97!FecGYNJxH4ZI>tMOqC#w6D-XKXYj14o9fLBA8|eV+uVL zLF%j4nQQwG+;muc=vNeY!V1ahhmBzh>SOq+QwIZXSW12%%S9yn<VshbfndRk7;p`h z8J*^~xO^3NPw8TRU*_?yAZhnd^A3+D<f>*ahc{1j8gQX}LTSPAq_s4tUh7F-y6zp2 z{)0Qr(@kuUZ6=P5ArJM?n($RHpJ$<CUMmOCo=)r;)K2zl_&ytqoyX=iMlan@M)i<h z&86_C*0<cL|3~>imwn+*)G?RyJ>J|mx+eo#M^-uk34}dlUz|->u9C}`vu>hCO%`5i z>5WDcPcOnI1_+8Vw&^0ftVb&rTWGPwOS)M_`E8B9@aF4usPxvf6})0q<+MNAs0UNU zT*B7sXj1F+{ktV1n>eY>oTsi-!Be^AfsI1IU)rluZmWKdTZo_Rc`14YJ*po5c$LtF z@tnN}+fgz)8T~^+H^?fyIU4&&?`c1}<jDYwZ<siJ<tJg`<W|FkUrh)<x7a_d0Ky}F z|Ky{go7*3O+b43QFYJcFT`4cXRXZdX*_JmdYUaufG}bcv-k?5e=+Q@T-CcCrN}F$J zW8CQ5z+{cO8(|XfhXvbv3q2KL?2VRilGUh7`Y+{mvZEA~S;QXjIv&UJ%@b6b4rPE8 zAx(YO?bKy58CkawBh{rDa`jN`YU3G+T!2fJKkCw6q<c~3gtfO!eCez$N2;rnaS`5J ztM)~(FG|?K^<vgJ3&-6$K?xp+T*!9QTApm$oKUfdPS_Vs-Pp8a?Y#{E=|GCo%JXXX zuU_v1Q*;kEg*7KUHY7k;7|I^8D$&;!;Cvt_q!qiZAEl$uZTKwA%y3NK3cuY1y2^TO z(MnH9KN$r5fFY8&c}O(>U!v2v#q;!(X>8ilLT?!6;4Vk9d&g9yv*tMNrKL`lM8>$n zyz0#C!Ag8U>&Ko}io8JHuKTtaq*2Ti%v?OH;Vlc9?F`8k_Eeerm#Hw9GIFLoT;cU# z%T0ac*1>sr-IL&o*!p4U+m}>&^#tE93qOd5SKZR|n6q}GTXFk>-O;mKhe_S3iHc}r z6T0eL3~?yaup&&aqIvIs6ql*~XC8>hXd8@v8R(;Ii{W3Rt}JV;|E0kLFoT--LXW-C zLwhVft0O?a3;u;>6lP_V(|e<!*R>k+3+JX^Z})n#ANzhfsP<Xrs()HtbD1qrC1XvI zIm~4W>(r)ms$|`XX?-_@ddI2DvoP3>^;5LiylA0ZReQ>=Rdm(S;!^M-(t<mtSmy#C z<153aw{4JG=GwS(37)%Tb`A3MF?W(QyR(M)cJI61*NP(SSyJsAA|s9|!vfdztZx#m zMa1~FuXN^Ks@WM;rMB-$Hq~FU)hkq5{R`uv<&kSln6V(0-DzJ_ATi(xy2Yv%_w2fq zJC)71H-li<-ue|6#+=`$6`5niLs{;80)a<tUpCZsn+l3H6U(cfm@O`LBGT--dRCL? z|Ey<j<!*KL0>)Gn+9i0JoS1btvAR}-Q=Q>8nZQ3jeRYK$<BkPuV(!xzWUe>K2~E_E z945m*MgrRRH5G$J+Vb8rOSeCiIoQlzN;rB}ws>Q~jF%2jTyTMmJaS&Tt`;KSE3rah z?jwW2h152@9LcTO95b)C;B}`~nXhu2rArw1w=nKzM0T%uD3UE7p1LsYMR~5J%@x+n zF;`L)5FDK*=KNB7?x)u6@&zmKr~5<WXVlqL@WWK;m|S;_Hr~jO-65jw$E;Y;=tboy z-Vdx3kQ&n(?6{51c@2i&RTL%KEw>8F8Fo%w#U?1W7&I^ftIK+-VqGfGM*H)5-PyNC z@z+;tZlGDZV*d*K`>)a0EVVCLfZU6?OVyr{ksF_WWxsU5`#(OJ>S>;2ZG{ZXfV|6t zxtgE6tg!zHg`EBYHfiOqsdMa(ES_)7?Y+=YWkH*&ZS~-k*NfS8)IF0*)JU;Lpy+&s zj^CQ32%sF0<^1+y=~c*DOg)4RHeLycXjzlA4*11By(rBG3gba{1Vc7WC^w$^x-!!a zw0wnlPTVx5MW%tVx<9l0q}pdhMtB~@$9BN~7ubF8sOK3;q+8Xhz2p+5j?-8nR-Gd+ z!rntmlUmwI=wGi%Si}QPce{f00<=<(FJlOcT{hdDJY&*(T~q1K5khmKLvw8Yrm!YF zVAjObP2MB)M4PmAf452s2<s}hC+@Aor}lGZT+>jO4ebfm^?!RjP@zHTB0-De95{dR zCyo5nbymZIB~42MLtU;tC;_FjG7TL)rvgGz*Mh4_^xNQtB%Sj^oY7i}-dMO_*Vs#7 zL>?LPne22Kl!#18Y&VE<hs!ebU~0IV=usAC%{~HivQJPv3@S*eQxXi+3hloFpWMBn z00|iHz<axUiuCR%H(0eEyr}s!fSc^aG)~Oe*GV?|ZCm-ij=WfLvR^DF8e-2(7L}*h zKaT7Bv~$;b_WqVC*xgEJ+e+T01o^e??+JJ|tH=rJVBZC_LUn2^_|^U+UOnI~i0#@? zeRbcM);5`D=)}WP@pYYGNpZc|=i}+awaq_-V$nS@(@J%8*{<?am(%yovt?bAQ_y*G z+F>SYFD&65Hn!lkL}(hQ>}z%yt>!6|%k2kxwC4y9_0QPnN0;5qC>1Vv@#BHOuIUoW zSlQDhJ?M^P*&Sb9PyrFphu$CBF>>F8_bnLp{jqQ^=f41U=*c`W1w=iXc8c#<x(QBm zxQGFh&=RKGOkLU?2WsGI{#2ufC(_Y~pk%)I9SLUd;>8&|_rNPQ4lxDSx_GYkJh>L7 zAlm`{3kJ}?5S~g4fEQH=cGa^uL@)$dToSK}l1f!DPo2Xq*U~t!^yIBn<_Za=RUyi1 zzs;V~r0>zlbq&qy)ZY@if6^k5NWnC7Za2(em`}%{`Y+p^4v03^b1<^)@|3-@Q^1j( z+ir=T@}dFdTwTLyyd1g_)&ydv5?I%MD3LuD{Vk7dZ>OGfQTN}GgG3`%1aa^}e<rZQ zC6BW9L3ZDuIh;dCoY*7ztarVVgi(-QkkG}d%a(+4%VT7pT9hV5nJpAF-G%`}8<C&= z)RjBT?(F#}K>98z2s`(k-A>d`<-x}ee@qnn$p^vJEA)uJ1nsBRbTvv!H2wu^d{;cY zUc}G9IMq6q+-quht8XuP-s-?`F+>xj;`63sXCE=06c1CsH~_jC`Kn4|-<y;CmikFz z#Gqra9s*z&l<I(7vH9uQldm%MZcTNL(Q_6k)?mJD#Y^&7DOrnpu&3Dew^?-(oP9;R zRqvZY9osI`W#66iECL7Nw&{b-aB08(dj*4`+|aq!l&1~ib={SbK@yEuBfOYeyu{ar ziDv;}5_RbY!SkWdhK2iz-V8DPnAtK+%a=8CFlNfg&mh3LKPF2`Kn>T^3`YjYYoF=Y zcj(u=F^$<NUjK5#18mBqwW`>p`yQ<KL2iUq)OL{p+iiFB;(A7B+h+txU!wQ&+##7k zJ?wpS4RE84h5(C?WcnWOqC97Q%{Bd7Lf%)Dp_dNAG;N%)en!nF&$l~RaK49&y$%#j zG0wr&FYl|7$SnK&dTs?y448Yl|1}gQK~?&Mj8|E>E?sl-*LFK?s1;$$ak%?CCL*9c zQvKpv<0<Wa;A2DV&ZR;p!?Jo}wp#K;;?@I0Y1Jr;l;&XOqt}kr_M)feqJ`TmBMjBe zXmP+>jhlRhsx%|W-1vIaGY2xy(J?d0S9Eu71qEW(UOU}=5KeobAxA)E9>^#uoyWsg z0=8Y;>r%=pWk-mPYhM_4>GuwZJ#bNvT28ZzBJj{Y@rd)Hkh9KIPE_`yHIR_;ddDbl z>};yYyH!IvlMFuYZ?o5Kr*V(WMmg4sfx(a1Z1mAz@UQB2OR}l$rlO~s>`<S-@wYnD zju+>!Tk#&f#T?7o7IF?Ltg~ZSwr0q^-$Vi*6TV9mk2Qb$g1hU90~dWqgaKcFUB5P% zB1X3MAC+ASRwM)8>+`;+0{T!@e|uLdhJUlDIi3}O0e5!NMv&o;p?z8JOGxhQS|gjh zrxLqfYcXN1;&QFeXmOBZnrdlRRr&gT(ResUKA#a_By}3MI_(H&hn=AX_%+<6LX`%p zGsbsRZ!Vr^bX~>$y*eGn#fFZP0L7#rItFeZb!kFQmA7-<7E6U9WF%&#c=Q+lqUc{L zt!;nJ8j5F^Z(OnmGa2@e+`!+W-4T`J&JiEP7cH9J3U}k8OlsL&#W}DeqVo#vSR{+< zgWG_o=wvr|k!aRmYXA}*Sgp=XGwz_}TwU#r@swCy9`<v>(l+g=e5<;GyU@PS;-)xh z9blB0`sY0_n$g)2np7<95R^UJI_C!1MXEsKh9lXV=DAUa_Zn7YlgAQ~xgB5O!gaiD zo>wtj!qu<EDhaqR>-}rO2-X1qM^9c5o63;WP_}dZsNslp%IxB%n*W~G-oEETKiv7C zZRwd^VMd?QR@t9tveA68&d5ur_V2_#rR9HQd&0dx!V?wm07;H%+XJo;m_oC>E<&mz zWVolvUsA@BWH-jgn@f-91&Xbmk|60yF4`JUZORPyZl(7rbjgbJIw;BY9tG~)jlD@A zs71?erR90mGT9b>aH<WqHlYXM!0f)V3*9>wqBeB*8f&?=Ud2}rFos`Ms&*`Yhu&}d za3vyr?$LW&W}}?9)X#->RZHiJ+utUVB?hQ*{;7_1Ev>(<R98OO>P`=ePA>e7iA#C9 z@YW?VOd*YkO*2G`&?8M3Zlu~Lr!;-=6Z9|SNbzBG#ixDor#dlVzAp00ZmG7iC&T$~ zApAX>y{pEAX=9?WodnuDv;V^D^4>U{eB1-;u{shCql$u)ecE>|w=)p!n+Dt8l);D3 z>#THUTCZ>lykpRn^Wt|tc`j3)9&<~k1=QG{6my(NdW1;LHg=}CW1mHPiq_;z#%x>x z7i(aXT$BH;5n<Z3E{=Jqq2Ilpo$AKC<aUX2!qyA*^^k$tM`O^JK(DzQaK?eN4=&&d zL;V2J5jIVl47$5FPoGsh6}u}Ei(2hJj#D~uKI;36Fzcba-W!S%nq^5_ARemaMI;?A zxF>TbQ$<>e?qe{Q+3Yll!*(PXAKGV#s^-3XEYzwN0E_Y~FvMK2I9aZ(dHf2n{AFu) zQyRLaOS`NGd+4;FzSWD&pigz*6@YKsQFSzA2q<wDzMgf8<WaPvDEi<o&vd3olVqxK zdDySY$o@k7r;o!z=S%+xX7@*{pBry80)iem(O9t&;IK{1-}?u?%~ZV67b+V6CmimY zo;kaH1+Lvr=I+WZxH&1F;WYLIe&8^ZS@zDWb-~gXQfw<KJ~4g3+B)O=q**?xWm;9C zif^>vXmMeA47TsAo$BY7W5zjE3yn0@7X_u8l-hioOzhz!#y#D;MYiK&1CI<I58qtB z(z<HdIFJ#9*o0rsf&GO?D0+f0K0JRLviO36t86qC4!x%@YD%puK?n!9b{81<{H)Ad zpp{m_cpXZ9q+Thq=dgaa<k*$?{wW(ZtOH9j1Lt+uHR=tfo})<v*joxC_YKoNYs1wt z-9kRc)N%L{Z#A6zZCAQE?_IU2fuiBPF59wxx7mhX7F*Zm8O$p${VRg;VYZg>^^gj+ z<Jr4Wv*RA$L#lJVKfudjXc`}d_}@1D`q2}`sjCk`ETj<F3R>c1`1w)FFfT{&s!EzB z$wv^9otjt3=@Yrsu}1354U6a~OA`*^gbuKgHgv1iJNs>XsOR6pnSb#`E`oTf39fA+ z!elRv$^K@oZ&G>C804&*0-9BNRxy?Mj2di$Q~<5+rR1C&&4n;i%;O^}Sw`oUCIfWX z)Uo9Q$Au3~FXBVU+CtQH4;nKaZ%CVeq!t;!O;uMTbNPnMuOt(_DA%+XFE_~$#Ke~N zdYp^;x-F}H^uUuHwc<9^Wn#Lgzas>)-QqWvHjTwg;5IIW4r9gfJXUp0BYK3bwUN2O zJ>lf~c)S-UULSvUCSDvYtWQ5E&u@dZT0!27GX_G5Ty;GwvDC1eEXKIGnjyD-UyYnY zHA%Kl*+w^dz5jNSE~0}O<=^8if>CdBs|!`AiZ33E!#!Iwt^jods(1(E*(=4oFW^s@ zT!4*V!rpgISXSRgtKo@o-Yj)Hjtm4M^qXt?^2kOZb4TcZ$cfS*M<xXGuL!1fN72^8 z=i`MD#{|7?JLExU`zPeoop}dme`o%*KXyV*(MDEN4r0nlTcZzJp7=dIJ+<SpkjLG? zOYdj$iB?f3G!H#%4pjH3Kq2k8d2>$KwT@t>U`suJeLyqxl31<8#V%`^cCvUg<gH4B znX*tV^jZ6k21(d+nel<x;GqdVSJtYQniOl=u7Ts)%bh8_>rIVZkF9O&<!Vlpx64Y_ zn++Ty&?>uFFgR~x$VJ&7CV42D#(lul>V(rT{O?dtO*69?rT-pY+`bbr<fbvjFx+qt zkbybQi8=+bozIh=E)dZz|G6!^s%&hBNUuCJlz#b^t%;<S=as~BaP8!!5%}k;IS(m! zL*`wJQx_P4j1fUS_r1_`@2(p{iJ(Wv=cX)%$RVU74mFDIQJ>?=T*%_8+UU86h8&w2 zJPZ#AJ@H89QNdMkwn;o15xlu|jiM)EFD;=X9>){^u{pl|h5Vk*RAmYm14oi&GjZ@= zr~)ebU9v6k(wj}SnI|Z{m1sh4_5N0^lN>jZd)`vI*fgOMaKHewcOGaeY$fi5XZt&K z15Pgng3=u){lLm(XSaI;Jfb@&rUGf@-S8%Fg3N5{EgdI5Q3-E13aYMh6cI$Ase(t6 zE}+vdQ!ZCJt}duuKJQ;`?i07*t_@7yM&>~)jDgP^vJcWSr5JJ+XX(Cmp;MIuvPG$0 zzkujOn5KW%YN7zJamx*^HXY<P{c50a&JT~3RPd_x#Fo@~Z9Ab;ju;2|rY-(Wo@YRJ zn@(k6u?89f^&^5a{N2l`$!)aTddI?GO0jRTP@cd+KN}!EeK@{mDIk4Xb8+nw?Fg#a z40j8O>3>m!<{AP=D?IgmDb|$4+&kv0_z5XB#<7&zdw1jW1Qs);WrO$pXHoI`yudp- zP~5y5;iDZJM@ml0{Re#9#&M6-3ZfA`$U^1#w51uFwTu6hoaxM=`+Bg$_hwSU0e9DU zTvC}&F%lT^d$#%gLZHT>{M61h`ofdmw*Gpp|GJ#kW_BoaOK_EyZ_Vuh@W`pjM`o@i zPcdk9kCK8$NL+s-o#Sjpv!J)`m1AX_t!kjz%M4koo<nI8bd>aMX&vSUy5QM66TxAI zw9jtLE=wx!1NXM&4z~G~kFF>q{;d4(o^<6mKfUZxX14hDC)Kuq@zF<*c%qlUp{~dO zLh>8|7ErXm!^)xTXh~p$qy8>GIIKvADw|e`Q9#|;wgG{Hb1rgPEQ6g#z1GgGFr1?c zou_JK8yb4~V<h6XDC`x4!Z-3d#aOA&*(1N7t72JrRELo5BRBQa!Q4B0S@r<*B*M@i z&+Ck@mPnFLoR?nUQt@<4#LF_S)PEBW(npx(`?OQprL$)RW{QW`pun^?zgH|8PE3Hy zzoaJ9`t#p-)&Bo&LT@V(V;LL=p=sx1qvA_jgMDedA)gPGrG2<ZC;SaP2L?j+ca?iq zgk=>#VV`j{-?}+Xt#&9>*gO>##3JW(smp_c;nWf9YLM~M3cTxI6tNOh_lR<X?R1uD zWe@7^$*N(*?50iemKB=$Fo(ZnIJr;0LIH3Tx>6o1J-OA3)1fv9-^6Kj;9ki75@m9* z-g2Qi&+yp$Dq-wVH+&-mTV9Kt%-m{Hi#pUdM8mK`PIp*sdjdEwPT%d}AMJ6isqhc+ ztj@$Ndck&!6(Cz&Wnfd{Mq#T<SJ2CgMqvaWaQ*c`>K<nVm*|#d)1R5?Prsrus>Hk} zz}f3g6NEDu;m~?_N(}WP2BYt}{0Zjty)&<HSscp7gNYuCxMK}!miI2Fcd1}TBF+S- z$z}_C*0>9J`Y2s7NItRk?wWy8KT`8H77zMg#m4|Io#$$}*LyL}xax%43-dnysczC9 zIc)^fj`NSb=O0VX+hd8T{%L?e1DDt$7QM8BKMebsx4nF^_F|-Q%he@z)}&I;z3A8; ziuVq%`&_6m?ZZcThV_27Dv~9&;HajU_E@o1yb=*($est_K@&{!pje8=>UGb9qn=C< zKz~fePF8!i`|R|GXE|OT7}*rJg|mqatDDe?{~rO*SS^HQEN%E{rMCOz`smH8rqeBg zr{@EH=?I=zLv}f!KN&#4hTyb|ouQR{ZIfid5vT3dy|sW{oeY>m&p1}nj1HbklRdEi zIP4JeDZyX>l=D2G(@k`H^CPT?xw<ohVHrJ;K0)l;Mvx3lqcflT26lJb{w@QM0>n@3 z<dyZ=!on{>cDhbJie<fbn!Z%cw`dIXR}*yPiy7uikppoQNOf3WX|NPJd#$<_{{=D- zO^`*#MxW|k-A1&Za4fbFor8q~Y_9IDx=0L1=c+7rJ%C&Xp~*`S1(J3uW6p(FxVVlw zU?QO6t2CmO;*<bAlILA;s6#OzZ*zp&#$ny+KQc?&xStxv$4wQZqr}c?s}knn>JhQ$ z;8;_y)E(UWeGxy?N4v!gu0~3g4TtHU$DrvT0(^Yl*x_KHcwmkUYwt)~Bt_6LJu2w_ z^ETE6^kr#y`(RjC(l-2=NuEIv=*Q_NDsjWfc@uqSUMD$)c8kY2+(6<~4zMPEDP$Ta zqZWt2MV=U)hweoz*|45@@*JqnudG(A8Y!K{!@hl)Q#d^_L4et`)t(^E1bQ|y^=)|r znl(b|_AN{Q%(*Wg9hl#<eAXF^^z8jXzM=nFMFxa+43iT|HNehN-24@C2Y*NA4d)Iq zDyh$EQM`8+B=HP6oTZKz`Wqy?=cbVeVp;ROZ(GVV8TIP8k7q49eWPP&;@~mR_J5u% zQw_~MzonMrH?8^0_VV5w-bU$EnjvNcPVX+qyUN*_o$TifU&!fyR?pEM$KHMklaZG> zH}ZQ*{NDhmd{v!2jNA?K^NHZn_2tqg6jJ`8Un#Thc&M4({GMJ>U*j71cY!ULLF~I! ztH&3X&lLB&-Q=FoLey|Q3-nf0*OiMD4QxUzpAt^r{Gv@zLh7<<Y*&J6GT&-wOZ-7& zrmu=n4)A>%@-qFE=2``9kjLphYZr&ctLg*;s~-=<3L(lmCoh2#)kLCk%c+twR1Vr5 zPjclC2rVo$BvBP9YFD)1UTUdQ0B-b`wW{c~iQ@L6b*F`ODR){3T)SU&wboV3tn5Tr zCq;4*u^H6o7KAc~nLn3Wk>cS$x%0jcw}G6w#pepO9qPhMtY%aoKRPGMki!L?+!q3; zf%r;Mge<MB0yR5z0b#GqBRFPtq&+A3^HT%fhdfUP$|`U5u7elg#N@z4h~Ts<)pKRv zy9%)k2)aJBmaRjrc*OlKo?7bkTo2`%QQP`?w8+MYsMcz-J5?p9W_ED4nokjEm^2DI z{Sp6p_;$gH7p}A3iw57W?rzO(Z%i>0q-I~y2S=_%+f7=VI~m1uv-d%BJs@6Cxt3Av zElbRAwXVsh1BgBUiOn0+P6Jebqk2!5+Qy4R>qFG>4zc2HoC2uC{O_v)TrN(NyPv#y zJuZ8)1)wLC5_|hFaA>oJ`lSW=H9hztYM8^5@Act<z<6PZrxJldZ>_pbMz|b0d}c1i zt&qU>(&ah;KLbr?yGP!-*vYzoF?Y>Cr}80jw&xWDod1!bW;W{b>WFJZ{w0gseYh@X z;&t@yKkm&3Np&O(<@P5cwGa;6Q>>cNdl37goOoN$yNTCWhe1u=MbDJ6+vQvj_Yu}n z&DTdb;xhj6^<`<Wy`(%NL6du=r_jS{cclQJNYlaQ$LOl@$(tDVnnacHX^yO#1z)4R z_k?g->${>QG>Ww%L`1>Ahj04&UZ2|GiHlGQ4hb|;U+HL_vj>1{OxJ7Gg%G-Gmi8lF zgznyYHRv-)UX@4A^E%#u%B1RwVd@{($}dA(2nbn+@MqC(V$9Ne&O#L(@ny?uIp=~~ z9jfH%tUiMK(*G@dDy$K7$gOZwLg5`zrH`h(5K&&9@Pay!kaGJ;FF#OWDL;$EoixTC z+m_pf`xUnS{Sgk-d}p!<0;qziUc>n;p90oq>fI*zt#M8R@E7PLumVv~9p$=}5aF@o zo-BqnEB~JMqS|O`)851hd6ejXJJVvDkTI0U*c}niE!ti(?3WJvgw%^_o^4_L()uuo z&}OqL>gM0^qF1sI3JLw(A2endoE^xe)-=X&o1Fbr6BpsgJPIB$viX`qj0nT!0Va$a zhOeq2Arr;}f))!#2J^RqKO~_39i^<!Ts+;ApTtbf_>F!nNt<e4nKdhKZts>$g64Tn zCdbE(xTMw@FC>Nju0>VF^Xq>GRoeA!!tY$bxh7?rfVri>!vBDrnNq!j={alZ6)&C1 zR~!E2Z5rq?o#s(ES%z&hG|OC8&yoENZiq5cfHGZLgnos}x$D~Tf|K?kr95y;C`z}U z)!wUq{Al1FSe0nRN^ra4hZ0zScPVhf|LDCw?l?x@XpDtJ*n>OVghqV<Ex4kO{u>_F zHE6at-fK!!ljtZJTckv;YJO6R?<D`@Tf`_PvDKUGjjhFL4nTYgCa8xEHu&d;{sn<6 z&^iL`6Tcggxz*N5{rNavwL>o=Az(|1mh`0X#r~0RxCgc8PvlGSfJgee%+eLEbX_id zL3AB`Nt4c5y%#e*OA#3;ykIqUSPkGkUjgpzKiK=uS()EnrZ?he*kR6&2jn<F$PKY~ z6t;geOk)^(!dLdmk6!H<d18YqR^F8{_u-lEjE27cUPb*qGv$mhc1ucOuRAMo3~NcK zzpE}+m6l?5PudurIGH5iX`b@!LZHX?C+nn4sLE8`mh*Dbw&F&nytO*%oVD1xn%mZA zbGO8r(dB~lYE9+HH@X~(a*9)kvJKChO>VW^?DS=Bjo#m}L%vPy;pwq?<}r&yzinF? z1<m|S+_&n8%sp2=2(Phavw(m!T>}ol5KLlO6^Pd`i!zf3sEUz6Bk}+n{HOO4>+bIL zv<}{Asu#*Z_Wj{ALiF7kxAQYd1}QxyHgk?PDD@|{xb&RJHYww_JQWXAp;6S&BQ%jy zx~kg1)9p`E>mMZD{R;Y7lF|lQN6(F6i42s^1ePc<Qj(1${H$j0I}fGY=nYdM$%yE` zzORvb3GcaREM(KrLhQz7_AUQaU4PkIPMvyhM9r3!8{XM(Kni9$fT#frxWyT84bk)- zh8RHE9zK3ycENslDkPrTp-+F;+{OT6MEc26q&IN~ht3u;AgxvfIysuaeF1~x8Jp}Q zL?eH(NA9!goN2eLsA9u1&l`hrV@xJvUsIaX;?}FqfFRNNqswHH_3o^gHj<T5SGtlX zE($u)=ghW89D5gNTV{&_q^nFqNL8V->;Wf5i>eW#tXIuH?|dk2Br@BA5cL4-K?hIN z;-7~pSc?<09Uy*>PbqM-9d+c>9#W>E3~b^4#3UrvcrM8#ok?D0D4YROY}~O1Cm<Yo z24_FM@|WomJ}#$3o(HeC?f8M8pBZRk-$crR+FHTUkNVet-tu)L$WACst19}vs)45% z(v&+lvvV;$N@SZ|**JW03Xc>X{qnpXXOK>kysXQcnpzX4m>x9w&VCTyVrdny_jR3H z)Pona()yw@a^k4*SXNByiZWTC`d799X&!s%k=&@3eGx%!7!0*ilK?d<I#$cOKn8g? zGT%6Q$tS~m9l%Cgc!f>1!Ah7aP?yhX_yH6R5!}e3!{%rsH3-rcW;v1}_(d&WnM7a4 zVlJQ4|ArRE%HCcqd1ofxB00OVH1)lWZ5Ax893*>Ud(B@x7N7A8uyq=7nUbb@+^u@g zFskHVNa5AMPLaUAw>99YcI8RLgL-m)bWGFkwZLhA(pFlkZQRgFmzhnXw+(0T+H%NH zT;cfG(*_I!B3sDYVxj4?_PQBU6W=DGbmDUV|MO(-2#3{Fo}DkOU&~!vo-Yw4PYGa_ zz4UyPo!Bh)N<vYf7Xg7LDyvf;kXtzpHBXonlrfmEhi{jq!W6T#b?6)yk=(lOUN!qm zW&t~NlAd@}Bb)OXw?6)owe{(#XW)gv%A_?;0VL@*nsb&(Q#FmkC<k_#E81VCfk6x} zo@>d7A`M!VV0@@YGl}q*vQj)b&+Q^&-@u`{QI%uJJ&Mad2GKUKU~9ICs^*^VQuQiK z{1)D7!UZM!wKiep857iOHSuz-{zNT=l1l^Ds9E7)fA$sl0qUN2J?=x^!iPN5%Vg2T z*5Qgj;o0!s46Uccr1Ax$uuQ1A+Fny&LkeLqzIj6O+T5&$5#E!xk15x%^vv}bG9BDK zY4jsL_H9B5qb=1>Fq!o6h@>+9$3ZXusI^Y*w|)PWo{Zy~6{m(>qx~#{d2pKnZSdEx z+v|Vl@=4J_r|!$<b`qk+e`b)INj`Z<1|TJGr!Q#zDZ=q#gVV!ChlkZp4|kn9tDCQI z%S$#|f*_po{9i>6kX{EhX55|W;M7s&{Y>qy-(&Y%7bi^#n2SGei_2Yvb2HjQ{D6R@ zND1cZsV@Zr6AA|Js(eXeSjPR$zh2FkoXm5jm<hO*Hs{3Zk@a7M;1{UCg5#@>GU4^c zr^)9mYK1&g7yOZg9wEZwyrIMSBglVaL->q<xUSI-ibI21ZJVtb_)#x|Z|_LkyPW1l z`{sXOB!U^y$z1#WW#3K_vpVwYSLrJ*@QXFp_3Rek5;eUcj=mI(2<D}8*;<(3s2^H% z&C1Q&teB79Egs%|PMucWSY;0Eja-?eA8^x$&o2bQP)754xj_EQ|2N7W9Sg#cV+-G{ zTiG(I&}92fCHGZcU$-sWKjQ{^P<RDf`h@1<^1J>qMqchkHl!M8p8b{`2r-|7VnglC z<WRqT1GRK;DZu$*e25DCXD<}?l<*=WLr$#t7-^pG#dGWQ%s{`?ci7|(!1kD|4x4@L zkEOLa2guTW3ebT`5coEHx!qolfYTBrCfwhAb>2!bFo@ohKJHFLz8<E)d0ljJC+^T~ z_63Lzv@jQe(O>@G63ccDi)_9@GM_N1t(An;Um~63>${k>Pj9M&Q><SPxmJ4-WbCAA zk>@(a7SZ|5bMWDDxcr!1_T~ql`fP08&Kca_!T)R;ILIw_C!5C4(wi9o;mvcpA^}KG zKUpid2|&W+J7beb%ePvVHCl?U+8Z3pHTNwroAx4eD7zbr4+N5ZV(fF5Y;FiS@Qe^X zwhrVcFU<*I6R{_Wm(4tpC6XjjE2%Z>DAaXQWl+uEH4^O_wDpfKOMMLRo=KWMH?>^R z<+rVT;6rX1n%*~*7XT3>Y~YAuQN5)m<a%zJv3Iu5?p?}eKjew4N{VykS6oaCl7~$( z9-23vL2#T~(_YUWd9@R2jKd3`tLh<q)2f=D7*$ULwSTgc$3M7<Dvq|SqXGMaZ}-WV zWti^hsA`_5$J{TkiN)XJq*XKc*@ym+H%>c-?$f&43EH@;^e3YZYjl`oE9M_H=x_l2 zMov)2pOvy>P0usyqY*8aBjeomhkU(0eA#S;-~wpbBJ;XrZkhhZD%3agC0KEy#$CM5 z@81dTLb<w&_57EoyxN+>6tW6-Pua8Y2gX|Gc`ze(H~#U$o!N64LLgwVq|oQGUVLOE zd&Irzm7PIYI_CdVe9jlz<Q~A|vqD2P?u`25{C9Y5;Glw(tFhiePqTR`t3J+lFi$c? zp*Yki*87dMx0mw7vaEbLRN#lKpwAz(%Jp7L9Hb)K;wpqEs<@+%sa0I9WHloXaC-Iw z{yEhgTD$yd0C^NhRtW<Ae@Putb#surVtw!VuuoRGPx&utyGP=<{!RX4&Wf52?0d&c zWWX;Tz{gBL`wokSFOzp(yvoZ`!1Ef5OWyt@+mj`>ZG(|gsoaqLh<j=S!7B`tqHGiA zd+cJFub1Tv*}9{KZLle7&GJl*Qtcrc7(_=wo!0I1lIwx7RSDbq0`I))@|wR-6-WSW z6H#@2{j)V6_t#W*!HT-`jNbVku;9b4@TkzjBAIWT@bV{_jiOwzo{;Vwa<>+CJ#T$9 zERstf8?TKEo?nDohfYi%&4}X4`Jm4Yt4~8lBJ(}b*fmQ%M0-^h?mvaDvL|zfk5;V! zRI>WE@^R?Ca~tMA@{hy$x*>c@m`<0HWtg6&F%Z=DH0SKY8m)Lt=|_*g{yJ!pT8NV( zwynwb4Izx>{aX(><mndy&YN-?`pkN!UkVh^&Ap5NOR%-D;>K(`zKBPJKb?q?c~Y+9 ze#|Lakk7&jzHc+N8IdAZs<ZMe^S23i?NP$PM{SQ89ruY@S?J!v<Z4UbsD#K{sv!O1 z{?PDho7}z$(<7@!24Q;j#Sd)BUcGeq%by{ggbTNxTe|ZE<9U>S*9zGPb2knF{Wrt= zNlWltnqrvzkMtLjgWpFQ8VpY52Y7QQgH*|0Q~+^bmVu_hk(!gE@Kl*M!0sSslWo1l zhAO`?!)676(~CqxMYRny`Rvw9jC;hMj9{_Q%f9a0I%Ni=KdZ;G^pc_wTtZ5nv1#ox zCDA-lRzFWWR!%oIStnLbKb8u;roF-+s>@<+`mRFq;vM9I2&~EEnpEisV#Up*q||26 zEq?L!<LFzO>f(7=XR={eO#Ov!^xl*+`7Z05h)rsk%WW9XLw%N;<JQ?1S?^{CjTcsW znvI$lB%5kJ?s=giA#-wpQx7y;Pn9-SJr;j)w7!*V*?2@z99U_b6IT1A$)nOR^?HxV zxlsbL*OiSDs$k0tZl|;^o{6oF3v;8`8|mC>vpMK+L$;q$d{tvo!#Qqz<FayF|2zWM zon7o0?Cvvo6N{QnU3+W4VBWr#r}r&uWW1=T&4fD8S^64{xp2=!=Q-+QOPcH&eXz8* z0IZ0g<7ituY^zhj*%^k>drIS)5<R{qAn(#OYEAY0sfs6`QV@^H8dnAHtA7LinPnWH z9A6zk|DNT*dy7d>`7ecoEi-zXC|JK-f>v(%BVpF4>^rxyUsi)~Fp6?Cs#a#8huYlI zomc;IhWHjP+SHJOxI0A|sR@dc$mv}+k<UJh?WaAjG&q4TXDl0z%bMS@#z+Pu+T12u zhJ<_q?nVZ9RiP%6>%`xGu}PZj{){iuNIDaL8vos@R`QMv^j|oIQmKea<9AEP{PsQa z4_)_hmFueWDoBE4{?wb4@1m;)=Ro);P)8$n@8)uR!Y%J&CB0XUauXI{pF~UB+=%ak zBs|W|Ov}SW<nx}07h)T<cK-N;h?wRDA5rU1r8|0f`I5HtOWKxoM--%ji$j9n<=$VE zV`<Lie8tzXp%r=~Ejg7qC#2Y#g_K0bgOhL9|0ASzkAD^{K#2E+D*9_*6}@-K;k>vp zYdJ>YN!rj_lcsY7D`C2zYQERxompY7lM4fu{F9?ZbF0z8mameT+}hF<RBu$LEQ%ah z#Q7`4AZ6Gz5<<@Z%LwnZ08n7?=C-a2Z8vpPzlK;lb!+aC{gIof#?-)({=xp6=;2p~ zN#kdK40%v}z_$V3_jmDKE2dcws#Bf9Sj8*^3M^lZz@pPZp&|P3;%Dz5aDxPxF@4hR zjdhI$jmdQMpup6XM?zii>C~p-eoT^y81ihx(%WsSlfislsOpnma1qzg=++*53C!Ip za_EPTSD7iKzDC(Zc79d}^YM(cRj>Y@!*GhX62oQJJOF=rkWqnO*m=s8ot8EnqG{WZ z;@2P<-zX#jgEZCmys)T*ejXTS%z086N@tImOawEgp_+L1%6|4!<IMtO<)|bcZQ}f3 zR5Ec7oW}y2sFaq4`5R|fd5+oDmPIu6^KAXPIdn8VeuiWq7NbSt)rm#}2y2wPK`O0p ztHJ7ENn+3hU%Uyg94;yN{6i@<?a(cCGQ>Ouc_v=2pM8*&shtxBR#SG(>JKn?LZ6xb zcv4$r=4nuXTs~2~XQoI?g!i(OpqJb7E-_1goRa={D*cflz1ZtllfiZp&|#`Z8GOgl z+Ch|8tcxKubmXSsKz0hLEb&UXzs8*J-iXixZpQ{V2!-0GjIbMU$NLUF3+4Tw!1rzx z4V>QTMH;1#Cv_Y>>>Z!S-qf96Ymdqyy%s5yNmhyqz&IBax|}CJYD_jTOMaEQN6=4R z#4Y*y3c2xMQ-QBHx6`<5PVX}{wsz!Jm%<0fnDVoI3|D6h!e+E0_T=x6Ihri_xlzXY zj!OQ=jjKNmTKvbW$s);fa>W*>kyLgbu)g4t?IUm@B3fsi{POoOJ`|zf0cUGlYjq~V zI{LU4dR5&mn{6Leo1eCAAj&joL<{NmFFS-Hae-a0G*Sd_gWXMy;a<T3m1gWsKAz|* zp!*6_hD9Yh{0GJ-yyv8}2{Ld}_+r6*&3IPIIM`aiY^&m%@%+oTx9M#k-@4xap_0YL zNaUt9;IL()OHgunoaIqz6FQ8KVuZc(l$D?+ZOj0T-<PKvpgQB?X1+X~5JJd8m&;yL zji8Bv*Zjx-EEtkQe{b0w_axT8p0}aOd?pv+A`R$S5%ylNYdzNAEchc{q`JF{<-+LH zhp<reP`9~AYJ;C45mG)0bwm!wSJsq$_Q4Qnff>EOHOE)4%VrfhWo&*eqZDg=1wK9g z`oBnOi3ve-HDGlq27S)y6p1~4mfmw>F^u59z>Q|tJg;%QX7#Ki^`J9Vl3dsBrPW*d zMeBTQAvb-mAEzSvadfLD-?hV(Gc+mMBAv3kR0`<9<xMQA@C!>sqxd<=(KSI<|J7y1 z_`pVNUtMHWJQCErKRX(4Sf?41Ri30nJ-niE#?nFzIErd4kFU%;;q|9J@;#3#w>SU) zHgDk(p7Rln=hZe70~sJqL=-oMzax4to_RrG9C~g2Itz+=&#-5~d9#8j^1Tx~qt(eF zc6v2Cc`|!{>yQj!Xff$2=NGaLe!b!l?#LrKhd@Hk3!;yil<d8)KF}pyy$5JWFA{$! zze_q*cQ_Sv$UIEOJQR0&I9b5P<B_6&K<(taGbvf{&G^1jkes!+z!zv$4C=rHVRd>t zJ;=Xf{hx7bvmn{TdD-{_a0YczYLG(t!DNAu>alJ~tE>Oitm0+jHyPvT><$nzRy}*H zm$-alcmAB3IEii$3#)aiEU5Y+ZKbbR#W$#K4!cGq(0#p83041=Iq1D~lO;FIP*87^ zU~gaUDD>Q_SF4=K{FsoAd&66bwoxUY^~J-@isrINdsa6k<kSWK*!4Sj6<SS%mG^#I zPTizdEj-zzJC4o%tCkfiiAoQh!kY6JW7P1gc+X*@`j3fU??Q_xZQ+25(GUaqq@(yV z!L&BL{v##}lW&{bC68DmrdyWp73if!o>xy8AsdZ4LS!^#dki&M0jW1V({5HwNL6;f zv36=#Vmk%4ul8Ryj97ZErFAzYprK1<w)f@hb*&oU+UJo}rZmqnlk~+0m-DJR5Vl+r z4}Y=zL%MlgU;mxkMaP<QV7kQAPhFX1!m1Knb1~@7T>k2RY-4QbzWvdqBK0X?Jc`Ua zb$&hnI4Ys)yGO+VY5qA|5yx2<N{^zZyYwXn>Z|n1dStJ&DSu2_44F$CnR9xSmMB%# z5zevOnzL^XeS3W4;A_FgQjv}#<~!h*iMa2If=-%<?}6=h{o6eIoQQKC|2^K(qo}2) zU1K5b{g}{`DTjG2XjcR#S?7YScKb5D@R3?!lzv%F(txo7Dz4azzQ-7HkpvQrx1FdC zD;R~%;1A@8UzJf$3%~D$?8(ilgMee<$TPDaX$5Cd<)i74(+(%IGZFm7@Z@|UEle6x zM{V!sBbw8~I?fIbmbx%?Va}VLl`Wa+Q(p6llPxb`g-B>j|5qLTyJPDaPng(CVFhm` zGYQJF%9GtUClK|6mW;H7cCN*I29!F5CmP&qyj@m!Z2qFINY8n*unag*XY!EK+TF7p zYD2wUUtJO|f4Vs!V`Tz&y<1z?EpRHCnEQfp(x}7(3?qOz!d=q_JjTM|;ldT_=z}}O z5jYy?M~}7Gx9$5qn>~PI56eBl30@=2_pGM%-hD<pv%hQZ>o?SVuzr`Kf9+LjbYZdc z3st$>i`7EY5FrSW5h>F5&TFPmNb~YEJnKorqP27Y`t6Rov()Xs0toH!9rlL*tgft8 zGPzAQn&q_Iz(@+=^{-Y}F76FBmlBQq5j~|6*{&xU-Xn^hPWNZcShx5zu)W<9+8(K~ zbrR7N=A`F3!tAB-#qn|b)W5b%Xmf_3-SWo$wMfW9?5tz<BM;ii9mqzz4Wg@gs;N=U zw@S68<hEP=1J!f|CvU8Vg6If85HWhZ<yROqcDp{u-ee?bZEdp@22B~TGyyYG1^ur8 ziKuu9lJy>GoBndsiZvpV>jd+l+4;b_TBjCehv1g!5tL`@?Qx!;TxcA=`?uO!E)74B zE2jay$~pbTmDu=t*hb4B&zw<*N^e;q>*W|k6X@yF<CEw$P7T*BNn%+acLrDKmw$UK zL|AY$nTdJ=iL;E$AxrR5rP{To&2q+pBfp*f{6SBD%Me}8evoU3lom+i_hFQ$gc6Gy z$Mfef#U0hJ3j)gt;idz$=iDXX5|-V-%ru1R^18T7DIDo4yQwWBYV6sCSNQ1(+T2@K zx|i)C(p^`>SlO9t<5(Pu0xJ`Z3%r(nCYxUw%s>Q>ndum%C&zx}>nzna#SA{>x`2K8 zdX6=(J+BA9wYj*>wtIyec3z0bthY;SB2XY#59@U~sUw>D9?M^>kl10s6smm{aN;uS z?o9sHRqS|yX4dgy@)Si5Pr8+L?>lm?&4e%Q0cL3U@s_wH+4s@=mVMOgifuP?<*v`M z_&UNuYdB3Q9r*?$J<W&4bI9ZDHzfaS(7r2y{h>7a&{2s{!Olxa=3xxB2>v8y%bc<; zr3uq;<07_30n2FjgB7xJF+pxa)wn>P090dph~ai4_fWGge!3npSY}6n{d{na>^Al8 zY!mHBk4v`Xq5X-qhdshjGd)|Rm<#?fvvh%)<p3|fe#PvkO6)s{AI$B230kV2@Hx1^ z^w3UO!%hT7&m>2wZ5w4}4uGA(8#d>+LUp~vf1>lCSDG!8cNMOHSW2^Onz4+G;LVsM z!nkG&EmgY{tA<)%PGLUdB|!$dNBp4jb!+o6&jVs$h5cu~I|YBfw~envzo9e6%L88K zk?<2xy7xw2j%#SqnLt&1rh1)Tq<j7?hAP1Nixbk*<wr{8hiTbTNotXkz`!`7kB7mp zvEQ_75=z)}4mc_Sbu;kp{}oOqAG-{VV=caU{Nxtg#$7P#3>ib1opq~tDR7{}DOlIo zvu7*OYZwJXI|8cv?pryb!OHt3Mezl1TQ7Us<I$eS(x}4;`dyzG;$Xf@L$J-UBM&|M zwf|j#j29?W_=YO5iYj$2jQ#^4|KObe{{H>Prhw@Dhl=)Bt50rjO~53F_YZI`;Y33+ zF1h;OD2aqV@bQ%-wn1cR?@F7!XL?VAbVcuX)jR+z-l_{_*|&T>aP*m?kbC%Z2Hhgn z+Xky?v^4mfq9x%yv^@95*F|~mOJ5t-4Ihcc75dMcE%w@!4O+Hh9=Gq1#~7|~p;bR` zLe%??iknm_6=;tYd>3N2G<}O?4|k&FH#pU`TzKvQwu4sP$(jEfel{6XN?Lk3p0T_n zaZIrn17q!mic13;`VZGpB6ncF-9CrMOdliG#WDNbV13f0+irBReP6MU2@gr$S|N&> z<h&}U{Cl<jF2H!JyC0S6TUn3dkN7h)_3MAL3XDgI|E!MuJnm$)-OkI$zi%Iyy};it zgud_?6gUo&@yT*|doy!fc`xhO;^&h}pyEX68;s;}&S$Ptn!NpuhK?vNT#&s93Vz~d zo=O|WtEnKQ>$?*l-D6EKevoJG`0dQ{`>In=_rXp*Z36S8ZDa5U#O*lPoX7X{q_*Rp zr5%TwmmZ_&7cff)A;cGd%O*~F(j_NqU;Owva70VZZ~MKTQE=0$@H^BXa(^PAHY5v^ zkRQ129QM1acs{=5A!2U!?YWR=A$!lx#HhiU!B*Em7h=7tjB5SO`p>9=gLys*0ww-@ z%~e?>&S2PW*9?|jLlQZVQrGg)Q`b72Z$kh6I*nKdXFRNV{tlw|KJwErUS&uG*QFoq zZ0OZxws0A%c5uiFZSce*Gu)5~uI*=bM+uWjUFkcXi>^X24wliIxaYF@_X;{3RIU$I zT^b+kI9H|+dxbcb=5;(?tWA%6{xS{>l(ackMGB;u7b^28DEfHrl-S?16k&nt4nslB zD)CBdH%SrKA>z(&B?ohlSDSWA)eSbbLxlIlq-#fJhlnOehHOo<;%GE$nO%T)z?yqb z;Naj8;daxX_UYgi1IAM2^FzgR<2<hec<<@`eLu@FOqR<1S$bz3Iv&{Kc4q!~@>F7B z-*P)fwoPH8=7M=QkB#7Ate1Tv_uO>w^q&TOgOmY-MbxjA_cE(EvR%Q_a8GkX2yKjs z%|yP$zjLMWI|#k`p(k@)Ji-L8xU*lP<2Di5&uX#fb4nS=ec=O`b~$kTw7CP>o~>BW z3qBCE;FD=J@-sY@t8M+GVBCzgzX9fazU53iRWrr6&4lkBKjrcx`}y_FOVbiJZTVq; zw6X&SofWnkzZ=GGelW|jMSo8%S!_ztzK6Ko62FsyXz44Gh#3;eKDhHTqMXqVLXobA z16^=x$%QL%neIC>x-NKnwpmstRLq!}@=sL!TlhhGlU&898BO0h{{P`qyS^Fzfm_lB zhVkfj){D!Lug)bHZb?@hzs^NOKC3|_8p9Z<s9;BwBvj$C6~K87$lAp=jCSI9yA!4U ze-vGNJk$ICKc!L$m5}?1P`ND0o%x;$6>*T<&7~+rh+$(%lIxP(ayt=noh5hM#O4wv z_qks-6tgkxVi&*t{@dfR#~z>0W1siub$LFYuh+9m#(EXZqUZk@HCOfFMngA`)yu>O zISEN9E!}IGCRQ*1o?!k{-O0WG(u}`s$e`KfSXa_tfvu~l4QCcKaGEa15+z>EN4<C| z5r%|7vu+l>^I*x!^vM{*i8BhzmZ?3H(yMP^dLM>gka++4&85X{e^ppyytOy6f^qy~ z-G_kc#BQS<u8b_ZZQAvgPPdRh>S&@%NT6kU0Nz9|z7$Xjk=C+~dHG@M8F^t+V4<}; zL;6Lvp=|UCNd4(=|9zXLs?`oFbYxl>&njd%GTwh~e!p`lkUfz|vwV3V^?2)QQIu4H zzQ~Dmsd+x{pLQD^IZdCkAL4enHsLM9u~qF;=*Sqv>fei^uMz~x=^i{(^lHGolSwzJ z`e`s=)v79Dbz$=6wzto|i-7&1#HwYoQWfKVF*+^axd6g-IdQ96)f9x<m*;sgu16cp zuf<)hDEkuf;g65og8Dg;X?aL;^_5;HWc2EqnxmbG8-KO}7x3f1+I>6u6ehBcKz~+C zK>Xe~D+B&mtD`bVX)Kx1oOT&it=i;IW4zy-A(VPwtJ<<VyvMpa3P?K|IDdalYnJgf zO6UL0ZuU|RVyX|n>{(K*T>TKTIX^tYM#{qEr=p&jIGe!7VRkWHSg8pxcTt{oaEAQQ zI~0W%z1C%Y?HK0x(%*~IAKnKa!~}>+kYuBmuU`bdQ8zgWztFuXif6oDooD{4T!P5} zcTSK3kHX*rHd+LWkyIHRtLjoZY3>C_LMCT?;e0>p_40><mYP>W0}qNPKUP{Ub>8aE z>YNE<!m|611nAF5&i)eYfSrb!_P`WUc+&B8tiMe3yJ{r)G%I$`z(2YSK5bdT))!=N z$pM3R!UP)_?o2SkE1>Zo(<WaJjpYdK2KXI+fm$)WH`M(+d-uqPg7V{Q3`r{t$Nb1} z*gWQXPZ%LR==V_7@1+WZ^{X8A;okuYaU+7BG|g|^>}kgmzHauDVfHh3%&lzqrS-5S zdg}E0=E5Y=lk|1kMiK0L?i=P8)}aeCpoiKgEvij91@!1#o9(z)n|RgZaNy)@DL*yk zy%?gO%EZvv5!E(dEWaNXaxQG4N?J;x;;dcCb(gxQFaXZ}A*RFxJz7!m3iUv?xqr{l zt~i*r{nKaqgC`^9;iAO8!Kg>%w^q_{00=M<k)%*W(OtKU`oL!qX1um+zO-f0gPMjj zI4u6Q3z$bZJ$XuP-EyD4VUq`(-;mteS1vYV-~U?VgmN3-z01PQ>{_;})3zqmtRVOM zB-&Z|L&awfgRUNUUH#Tqr<9^9-iRFqh{vRxhsTzH&Qq<I^JbYun_88wcEB(8s46k9 zcikAIuu$l(fYxW63~e|DsXl2`+PCMoe=$oGxVzl<4=Gf)Ww@)!rq}N-jy|3Ayg{7( zSet2cV)0%<ai7+X=k*ivW^sp&OZu{b2|wcgW%@AGqzP9~S_ytaU4FQj#T~toxyYy3 zLX~&gw{6NVO;x;@yR6SR9!p=hUegNRgXjGDtXk(*!2ZnN26knQ1&sFp^2eaEk&h4a zeoM|~Dz-Y>h^5rbm8(V9Y4662kzF5R3b%wJzL6cqh*x5w#q1kKul#pzU3bZ2<43$C zt5t&T`rvV*Anm^sp<k{sT=SwHb)|E}xjUuPM71Tl#`Yng{zV~U&nECSB2p6c8Yu+# zfmaHr=O1{nX#Ci^4+uHNdQ&i{XMoF^l|8W@rSiyBmHIc8{OV6IXFVa1oUdxq$)Aal zR704de|DSlCm6i1eQVu#gxmxTRc}QX0P^Mn1PRkYoR2@BH+?cmCgqUub69BR5D)zG zQr%q7q;Rz)nyzXGsCRkRBxyE(ZAV2DvG0Ym<Ls8U0%k?6=-E)QiRvo=I|JN|UZ|~J zKBJ7Q^nI#|b0Ngc#C1}97VWv<UK5nDRn`btHTSK7+08m2;W@5VL;H5dc1VfUhKGB7 zQy$fadcy;HQyXHdQfe3{<h_YGwPLgIYcyL@@ypsEh*UMK$XlJZ+Gt^0;TaI`@H-3Q z3Xjvq*`+Ttvj1iabxwM{2tC<;cy_MOY;COz9$!8+;t9Yx(c|ZDLRnj!7_kT|zVb;C zEY=xjY@B?&!q!v$^fX4|jK68pi@i5=k5lnVE|NlV@Q5wKn9136&2=Xjv4Mk*IYm^z z!x&7^ju<XMPnDOrs)TKw@`bG=!XmpZ0f8kUOVMX!Ie&qEo2==7Y&~<Go60ST4w<J6 zHp(1g1lEnZxy||ubiWt_u0y6kIa;GtJHKndobXxrmt^<@*>A~y&tLu$O5JrN|4-DO z=uk>)AS5{qxe!W%V6Si%DuOk(o$is_n7$&|ZU-X1wwj<90b8jNl#GI{M>$rc374aL zl+)mG;??$cGEOmy=wn7rnjidv{mErE-w{<UCAl$X8eb-pszEaW(enMg^Pq=DHGH9p zIiDpuI#y3C!d|+q;$jpCZP|KOV{-W#oo1(*Le|)MGM9GQzPe=L0v`*|e>@q#?;ET* zF<Whs5KXG~FxxpWn<oRS9p$I_M56fNxPPrP+wQ?-`kN#(f5e0`I-tIG@;~ra(Rm=S zDKUkQi|-kXMkD!>6tOL}IMBe{7SQZxrfj~LCoQSWhJ@Hd`A+@#;z&YVF|~^>E3rs8 zu)cO^*+}0g1}yaPMm@}`_U(#KPn=T|wbGJgX@0|e_f-e+;i2{NW+XU==*iM&UNfU- zzY^aPcRoh>ZfbiZ(%_AIQG9WcFn)qzBsL2L=uXJ1R)DVME}SXS^X`3WgV-mShWvi- zv@PDvn#qjR=r#M#Z*mEMFc*9i%DGl2c62hHztd=W_4Hc3tcW_1QT8H8z8AmtNjnvW zxM&H{12MfB-DAM&4NI;1u|yR?nETG%!1{B)Yd;VAoINO2kp11wM2%cB`6ZJ+qTyZ* z#(9tj4T4J)#*6pE@%E?~OA5-sR8ObL$)))1AW9znK<+VCsC*He-zjaqZ#i57st%=$ zZL_cT90*JwXw$gz1uX*E!JnYnpFcYe0T*U6TcR3MekX<femA!C`{M{;W~#dUP^&)t znDxh8d2tu*N5V+|M;DrNhR-|A(oLdwLPa8tIw6hh=t`ShKBNz-)-RnAUyVCHw;&)t zHiXWoQh3zi5&pia!O=a3{s#^HIeBK$A1P(v50R}je-asSBf67vyT;{ih#8kQKRXlC zUgr88SmU<RBsB@2;<;}Ge=+Rajjxf5c#hs$F5x~poj%LGByMBNu?@erK`fEIhqJ>9 zPdoq2cqshk!15949Jtk=b;;ChAO5ZN8oizU<joLwbm2YCHmI>a05_BQwPV`5TWI2R z0M{}iXT#yUWJb$pAgjtX1Fkr0xryc9r(2nO>()P?XS`P1zN)s65vNff9wN>-dz`4V zezi*^IP`WB&t10<q|-jV)RvUl`pfO-(Nai8YdbP6VtF<&QO30sbfaa?lXDQUy7NL& zgsmb`cvd*Or2faGB5ZX%F&?J_#YnScU(1TVy&YGc$S=qTeta>dXDD<yzaDCOAGV$s z-6tmF_n%|=XSPcG*r~x)A?Bt)kf~NkcBugHe^XIijTyd}37T)y`eUm4z7~ZT8MSxQ zEeXEagL;|J?cTz3{f!iHJEYE88jTIN3`|VE=r9=m?`rfnEkk6Svo_GQuTE;98OF2_ z-WzP_am)i(-zYXkn#f;b#OelkPU$VK6)yhOFcnD$d9giiYTex*QY(y+4Rnd+&uO#8 zDie!dCes}p3Q-4ZHk+Rk-M*WsOx#9%D&7KA9z^e#{)_(-Emx_K0A;-<>Q*=z@R7h7 zUni3is5fpy9GnVo0495<^K(4+l1=us6E{t}9}cm7YO08nX<SowwSvr7s%{?6J5IEx z3;`acf7y8W(XmE8^QUUIDZ+%(2+rXfd&Yj@%OfJ5)jF}ot};9z;7S<!ps5dFyH(18 zY^i;Yp-cd%w5zl6w@jQHo8LsQ5AZ(NAP(x138;ftSEoF7AUFyJ)N(9_@fbmgD-6UK zZ$<Gj6P9XR<8#3EiAlA@mgT3jiMI?sB$r<K|C|?A)bDq=It#=6T7&&LWVV$0QnSWS z%v4`du#!8bI!&NKe)t&95z?SGx6#$ZBf9GqkFJ)Z1E5U9$05dscQ!#y<<()n$2g}F zL0;Sci*b9D2jwg_3+}l8-HUhyJF>K>0MyVn+546E;^`4XPZ4I(kEpRF?B$-_C%|HD z$>7NCt5BIl4IPR3n<q3=eN!2&MXJV)jcP*v!Y8J<$m8r!F-gsrU-qiJ%qz-7w+8>n z5pk=KW6YgcXk1xv>134uZg{(m5`i7c#HOcJUS5bvZ*^QplYxw9F-7LR4?{nyI=`4Z zxHi+={<{|zpCaSA^l5r*lU8Y2o<5+lf5youN!BPR)CDVM!#MxKz0XMPI@jd_m|XCT zEqyh+guC^S{k4ESe!_Wsh#p{jcxnPzRqg?)oD6R6CCxkT1=^;1wB6BhpFy~?GDfe` z{!B31pRk|%)>;}c_h+Y#p|xUaZ%Z1z{+z1~tCY;$_#<v=%gvsAV-uLFZIVu^UV`6< zNZoP7ifv&^!k3?0D5fFoaN1o={<uT5r9bTd&rOd1x|OR90`=CRxr}pn-+!d&{irI< z)}y0?-}mh&g(hW*mO~*SclLi&EspZe^MR~l=<0)Hg`dwetVg09&3Io{t|m{Y^_m%Y z{cLrtL$#Ekk|@s`krw+U+bN$sp%?y$t$u$a9^2E=p|Jbp=~JoL(7Zod(<=36j4&5C z3IZUD45V`3&e4_(pUGsk=KjARe+YadtQ7nDVBJf@Vmrqt!|G@*-b|QAsNwnf^IivW z+&29)uBsOx&&2gz`y+qg`LEcveRfzKCh2w)xWR-kl+nN@=5BIscuPb-m0o{v6CxIa z+19S79yjfYTSgLGe3p6z@#*Z+r3pwMZ<*kK`~5CAuQU)*<ST4t;@m9v=QX;1|JrU4 zDo&o<IgI$xs{8x%<o5U^-vt+v*Q)a-Xa84q_yZC2B-%RL!LM%klg>)@?W(Sdiad)a zsyEBe`*6GtWS?MOE{>ae%<Kh|nZZ92+}VcCbmiQRcXb8<^sE*`(q*RMk!<)5+g3mH z80OnanQ8g}RbO|Qe6Es*qir@e=Nzo6RhY3CSD)9TRI*YKve#>4_%AFwyxO`fV1IrI zJ9%=TLJ~wOeJbiO?K!H!{|&H4-ooUzT`s(luO7Loi$MLIg;~-1SqI}Y;H|W7gIPzr zkSLb&Mxm;EiF}Q)#jNqYiIV|amNCkRA=tNJcQg4E`uq1=WxW6Ax6r5qNHqXWOA?2S z$Eu67FH8hWdhWdo)ZF*8?XYcC-*BvH)T|Y@%=s!AYj%hzcMPnpkCyIVu;Wi{XiS`P z953rr&ESWfjtluyvGkQBn#)Hc1D}qe!a?J;csEFitM#GVTUlUIhv^aDbRW=_X66;T z#i<*Of2FQnst#kZ{-Xap(o!$#M(v_cr<;6}VqcT0v23ofXzI;(%Q@cY-5Gh4?(h+b zIZriLEL9pY3h4YYzsnmIx`c0$(N!^^KKf6L=l<8ly~K)Ge!IncWE|>QA=S5E*|&GE zj|SK-gf3-D5@U}__Ppkb=Iyer52cG_wa;)we@x088y4h?@RBV~Oj3>q%f0MrUqYw! z4>%4h*)Zt8Tc)h62{nBZZtbVSo~90uzYmy5sBT1#`Fjm>#q+nK_CC}m)T}Yi=;pg? zKMJnbIE7In#{Tmbcs<&jeeaAg>e)g3R?DHV?7<AV!SLpuam2pV^$7m><+0F)3-ez4 zR%=@Au;zo7uR&&9%!H&BFPWB_C00&AMV1y__||=6a@LJg-=!Lx%!%H={wOHLf5WxO z#*9jcQNG5H_S%*5(Hmi3oRVoS7fKxq>-`^oRGkh9ESa__@#`~unY~4=<%v~oRxRS! zEb;vftqh;Az_j{MjN&GNiy|SO0#4ORsnsdMJb1~>8$KOdMwN|T6US5ZW&~_nGm{Z~ zX2TTmNpsaES$kBY%C?fw4cv^|GWcA?q&ZxGeT=m=Hq+`mz0j8<3BKmvM*9EZm`4a{ zFV?jcD;(eR05OH;Kh#V_iAl<}7CS?>`bC2j(-)_sAm>?8vQ~0t)(S_)aOF0!2YcOp zYi{H^f$gWJu*HGHCR3+A?1jkeV-zt1-6JTm;K?*`Ot53!!eRgmcs}Or4}GuS+5bX! zviJ*mJ(=fE0v^56VeRwEVV0$@%B*X@o2g8#KAsM&Hxdi7N)#MpM&0=4Zqfz)rB?hp zyd9JgOnKVF`YR|>k(wAb^aJ`acuo|*cLTC?HHgo>yLOK*Y-y~qPjoyRZbgI?BXUg? z9oEZCQ05-NPow|1M?I8TK)tG6|Dg}lYT{3q`@1ooiNT=EUaHD4Uq2-J3&7|c0drzg zhK2dMBMZB758bGqD%U?!p(h3lyW{~xlN?1g_}}c5sKkVF$7)(9330diyV|hM{`)Gb zUGcq%X|~z4ix*BoGJMw0zhj)?%DwUh^sv1o=HY}42%X|j76(-lL~S;4;wD%4;Gjpw zxBhXe>;ARm>FPvev~`t=-A;6ELVvLBQ1Z%NvWezb@!*5Tha^~|yqLgSpHy^GVPJT= zzoK|BU)?e}9(h#{q>~}!KMlP;0WRcC)1TWa++URoFtOsM@+-_aC?7nA-)el%H|JWY z;`5VrB`BpVp>hw4Z$sY|ilUpZM1V$molIOW_}IcvvotG(0}HoNwGFN4{T&A-ev32F z^s?3PxX6qfzuDRBNk+cJe`hZ_?2IqmS??T`dc5~6F!#pe=*rR-OaFKug1*K3A+x^i zqvTJ<(6{RKCEUcZA2XWd_ggQX2rUM8y`A~XbTUtesO6<)ZD-;d0D56O+Nx~@S*ksP zsm|!F{-vF~EEwkYo~U*0tX!jPk-9*<Wh=!y@}@!o{swz#Vz2m&q{@q0{%|F9dl9w# zTXj1`y+g{!TfIt&z9aR=4XBgK67^jWSn`9}cYm0y5R~2YrMa4WP>(Gvc1mu%dd`wI zj>!sW>aqzqlJiMX&BJ_3=PekJcQNIq<x?vSN~Owfc%qL^i*<MrJin6R;^-z^TzMmU z%SNnOG>_SdRfLPQhy<aRr$M@q+3IrsRu1Qdp=b3jzVyw>|L@W)IzP-KTzM(9)EH<W z<{r*zeD`aYMD=fjtEd}5PCxJ5h9BpU5WO2&xXC#LeaOgo{N~QbyZsmM0nN=FC)E=! zD=A4yNm<^>zI)eDu6GnkW$S*peD51o<XgDmz0rF&vPMf#!_-(93LShf7lbjzr-k9e zQ3ytO-TLnSocwU_ZHk0JI@YR9VEW6y1&G|l3E(-TCp~!;3oagTj}FmzR@s73EOJsu zoA|JH2XS+b=LSmZa(1&GR}2_%^OEgbBT_Z+o3*Yafd)_w{lzGtNi^HD)8%ohur`Fz zM!NaI$BvWJO86A4C|cdF=Iz4&<}{SqBLTsM2VkXAxZaJINjI~5ajhs5<Q<z^@~6QV ztc|o^U9I8e-)G^3o4=2$CYWfg?{7eo@?ZKElh14dHdftTb$aro<upV8Yz-JD56LPE z8Ya6dbV+>E&jg40QdSO)^oh;qZ|fdU3-a5?J*xR^?VP~vuoC8+*P)#!gMnIJx=2q6 zq|XU>VONw%(xS~};Di4()1f`R!51WT-^yA8i6aE+Qz+%QywT~!i&EYLq72b)zr+=c zjTb`Tt4z_C^mkfM$k{NTiuvto*f}CEsW|+y-hm)IATg%-$00=&qORu<V6HKi8=y-< zjjw;&Z(&@ZLnUL~69c$e9aSn+Rzx5da3rh-&$Y*03oX_=Yg0#*ZOKNQXWrG~)ShI# zJdS>Jc2T|4M+qLnMn)M3#^T=M!yXk1A5`s+nXc_J&$3~~VGMWwRq$&Sq_G7B5tu8- z?g>9l2^Sfpg17UY3!|>Lx{^lJ#xys~X9VoKJ&NvWc~ZdBY7&WyHNIFW1t!lS&|BP( z|FK%(>S6OfTKisrWYmw1ie9u+b>l#n<`=D=La$w<0tFt)vBfD>APvowOj9DSL%dI& zI83S=0T&>1bL22uv{$aw>h>EI4@pOIM6FDW!DO7oruL*3WqQ^$TQG3CRjVUM%S&}M z>PwioK|0CTVR69FyiO^AcVnyMurCt;FN!64q{NVRKzF#}j83fGPuSzFVsc!i;}^cY zD$WG5kJ^**(^%QVwdohXEOyd7jr8uxf0JUjcn|u-Z>+Qcmsp=4U-`^l)EnXaxeibd zHKJq0*^93MfjyMPF7V`W9u?mR>do<3m5oi<Wj!fkC_ueWt&^cEz3R{>hEoOSSMC=X ziy>>RVh<G?f3|cAMFdx972u?pR)+LkbB{e)9o*eO$T75}A2YP&>#T<9aR%Opebz!T z(Q<<5-ktuKm{}M(*lmn3LC>ZaH=f#Mt0cJWv}tS?L;7n!d9sCDD^AP>qw3ictr2pe z8jQ=-rG;uSKy`*6&W(JKl@+;l+N+q^$(RaVoO%!FajQ9es}?nMi#fE)3<PrY0SvZw zRHq&k?Z@IA4lJ_mH(uL+?g6XXSzl);rhGTKpB{1jsd!f3G<@jJAQG)8+M*3z&!F5c zLVTAuiq#%;z!Izf=u|Of2#@EIUM`|vWa-4QUDLe7QFHB>R&I4i&|q(YWg9~|)=txe z+av9}3D&~Di#it;XzHwSFQ(ja1m~uGkm6?H?QU3;FB7R6CW#l3wdj$F+9PL9D}}+z zEOSzfqt_k_3|n;-DXA>V4oaKP4ZM4hVKgkCN4OW$!)N-HBtRb5wKOMr8!N4t5|L`{ zd)&2IQ0ZcB=CoQEbs;t{wzTIBv^LcKt8L%|B?MCTBdzJoRs^z`vxSI{N=wm6V{6a{ zQ}qt4;A0_&9#8@m(!&n`fuGV$e0{p73+CC(!yvM+kssL?k8jqGpYrkx_8dm|%px)> zI$jsnc2;<-u*;a!oX#V_%>k)`=COF*3;0-OJ@Ou5>rS8nWl?lXH$BWa)TYYu@`ApG zxX$*wGLlhu*IewwozInB4kt4Ggt6ttSi#~Yut{Ye@4?{jWY9~MM<%y``=Ydxcg5<t z+`p!Raj51ckNjOi`H_6s3feqQ4P%+p9#6mDLo%u~@y`&N#EMplfqAlfm#f5E5*RK? z?Dh=VooEX33@j&L2jv}SO5GcFe1SQB8y~*?cHk%+$*DmldvsA@xOB8?6LhFGLiZ_n z)-=eJu7s}@BWxi5oz3ZsN^Dy@NtZU*8*R4;BFa~QX$D&-*%>~~Sm(z{1$~yEhjSAv zyGwLKGMX}m32iv%6j`tRF-M=$Y6EQ_pvr<1x9^SWU?IRS)BEatyJNA_0+gW?Q0sAi zCAsbVBrA!Y%*t(7<LY5uOqY*j27CjprT!Pjp8}+Pea11~FiY-r1mj#_9LbPjOAcvy z4dC(1Ed*d^f_NinW#weInG()I>5hoG`*`?Tg=ju=8?hi~R8q6Z50Ycf*+d0b^gUOn z<K$np<}q{LEIJh<d&wQ62a5-|8PgGLCb4B>2kjMXXA-P+{nYwnlHfp(M+0&=ki0EN zHs>xEj-Q>?4`^P}mO<t;_pzpS8sGNTim<yYU_4PY^4<DiZ;)Tuqv4g*!Z>$pVFSYZ zw#-{Rhc8=^Jh{ZJ^h@SxD&YI75*=r6ZsSGL!yt^LVMl4Hm&#4CdS_f?-v)?$HkZck zvO_2g74w&>lBorr2{d3=I4>^vdw0c5Xz_D9hewT8azR0|&w6yE1>GUUz6TSOk_DE` zaJx3yJeIvF#{`Fad+7Lox;B2h`B<tY)le@~#ceqJ=eA*4D<Z(oy|;aRU$xHlvggi# zLVLmHrdrNhR&pC%mBM~Kyll1fvpQzw&ad`N;#aG72Fq&k)b3pam7GGO3p9jq1LK&; z3$QabF$wIf6Q*jq_+$M-YZ^|*5h1^>Nt2!x%siZpfiM(ncjlFY3fV48KlLQ-$BcF| zW>ib8zi^2Q;filZSzjWd#3ZN%-eoS~dqkzNzwJ9!`uho5Xe^by(B=`S)w+Kit;D)g zusAE(5TTW=54ZYGt)b$G)Iymk*O|%WFetc#6sT3yvZ#ERgS>+d-jwkBKnb6yJx6@! zM7*=PFq1H+^c&%XAV_AG-YULJcN|y!RuLF%RfFVewbE)`BXm*kM70IOnj>e%2{QIV zi0~lHd&nQ9Rk)c#Mst@l+T@9rw?9<0k{x@0o`R6TNb0*3|31)d`lhyhu^90^Yd2a6 z{rw08lDUYo9zrJ1@SfmDbLwlA2}8I1e@Ag*b%DCt4yD~M{o^a$_%^P27raj+bEv(U zi>YNQ7jMUY@qH|9s*tc~Y@r^Vy&D_J=XZ)P@y?v;u<(x#H=f9uqQtv1R$NTB8-t87 zmQ`jwru_+q9}c<kPK5ML^VoWPqbsdpjk#^oQDJUeaRm9rV~NXuL4)Vmg#?%eWk;ka zOa@*pec)M|?D%7GJgMe?TXyNiS=P1fs(7-^99SF}ejG`IGiO$f*S~enD=soBn=v9r zbbhWEHjWYu?!(c;m^JVdfdk(wE&6jree?tc(70&cf_3{Xgnk1_6FB^wbjFocqXfw1 z*HjL*oAa)=h&~o7`aC_g7lzCp25Zn|cdzSo%rkB<Lf-;<p3IEv2mg8a_{lq^p7(c@ zM)STzn;j&%W#YF3UcN*5aIvjl^zZ9XC5+`+PPn#<uB3|VjL=xqz?HpMpC2-;DH59y z?j4g;;qP$meW1DLF?(Vx8U}b1__Y3A;YXX%`8xmO=Ad7yhI7V~st0#(<lHQ3Sua~C zl+M_&XxS{Y&fo%CclcM*mt1Gy-AJ5A@q`!vw_83}>+%ojYO_G~bHRb8fgbUyQEvQ$ zV1RgexVa>3bBuSI<x#K&N>vM8=|y;ntrkJ^VGa5)aCxXC<?pE(=@+aGQ3T6ZBceeX z0!^6XnsS0p=^C1Dw{Z6M&cxQyw=dM`B(<sHDHtHBj_VYt8Q+`MGdZ60vYZAbC{x_n z2GBj{K!`qT<~k?v=`T>;XxRS<?Ngxpq`gbS(Z<_<3M-ixbt3$Vc3=G3SU7Oce<fI* zH~GOSJh%@v$v`C<R$Ssm>ctk`Z`^c~EDlLj_7^wEB)he{Y-i=qI$lbwd4qZMH!P)~ zM#dMED4M<2(W3I=VGV1|A6k9I?^eby!2$P31FcO_=D?HjyHWj@Fhp&W2So)bwd?1H z;R$&$c%A^kMFRN*{HxV<<Su$eJ<wmYcvF-7She*5R!*Vg5=~O|)A>oJ@Ki_tF#jw# z5kJpQzU6vBdT4fEqg3%NmN^bTOb43>8&5krhs0$%m^d^h7a+b?7=EFQcFrmWeG5wK zn^%+vDIm?Y%3BaC9;p3$RKpOEnP$B+$XZl3nj$nSuo)5^x`YE`JSfI2*Fns9mea^n z#VA{n;r;8q^yI=u{nC${cWY7z*LMM}ZUqgOors+7(W49cBkm)9q#I3oD!~a+xh@&r zpuOT5Rr6yWlaDDSlR4b$jhEZf;kh{iixx0suzIiMH;bCdoN!c_rPlTS4!bk_wM@YZ zECQVB6HLvVlI?wz9)gzdF=zP9I>!~S>}Jm*D{48hN;)`0GB+H*I@LGt=#>u;v&r^c z7ph0K5+<$itADWP4KS*LBE;1))fZgJ%KcvZ($vxu^-T(C#T{q&6h)z?$$Vp#olWP^ z#&hGRZ$~Yh<-GU{Sq|V$2`z5m15Dp4916K^r9KBMz6~d#d2u$)N^t*fDpfSHUS#tV zzwqmbRpNX(GK@&H!AhZ>>LsKa-z7|5(}@fs@g4~TLt0%U;d(p#4SO-pt9{hEZrI#@ z+lfWETXaJ81-@s7)OL@3v;+yYwvGlU<K4OfI947za>YZ=oF#kUdS+bjDzr=qn?z8< zt4oDsPVbf$f5*?K3vZp&G6zb=n44s$SLhxGO8T+zm(u{p8;HiEg%B``ESC~zt2g?| zjFU1~(<8C29{Ss$7rZ_YgNV%wc?*hqILBBC6AJ(7m?9a{WL`Y&p?NUKuihYbwS5I# zEx|B2&JbsS-n|QU97K^y-Zzwi3-5W!=aGes65X~VNqu1=R}ZTW&QYrMEes5vzWjv> zJMnB$ZDjj^Yh{L4icuW7{7vQFbr!9)MKo_vdBRSIYA0xO_^;Baw1=FrpPG`X%*F3p zrojfUIM+7Ly5{%AKOP>)<F}lxdj&ShBa)VXG%e3N_Q~jHnquGDcq&o7)`NXS**h5~ zl@8kA7e(zB9p_+?DNf(A=df~!DSe{jiogJC{sw;AY<wZ?orX3toI$DhVEN#OZz0m^ zOgkenAHF^)KM>ygeju%UAu2Aw1fFJ+C=4eZDAl)n#VLS9h;2G2UPM?J^S-X2BDY{+ z!R{<~Ne-=;V@ms@b9Fp>mmBvVYINtJko;7^!L@_?pF4!Vs?9MDWK7#LA(ca$lV?7u zttfAaHM_WGI62ENs`s+~&CU&%V?=3CD=%wp_^;&Z6RTTdz2q4d__wb+7#t4A4thnD z!4CMfQS^|S-ySW_{V=@z^6Tn=f{}DfXEs^C)43h6_YUUVmcK~FYAOZUK~q3$o_M8! z^f~EBRim0&D^29p-}7(|x%OXT`|hg9jy=wMUJ+=zeBI+_j82nylxllAZ1r_rRht^# zbr44a-jK}PZTFoSeO3CgJu>P~pH^iPs{Q>W9ZxO(EzNRPoybpv<4;FQ`l-`9NCMUG zO;@%j<g$&1TUPKnoDUSCO>G)91%mYJSj*3iuatQf7_y+q!*TDjLEc!>lLsv+g=Q)< zYAaXfeL@nMIc4YI06+o+i+3bLDj}+xizX5fP@XbTKBc3^+jDYWJGVoF_N`4OZwW_^ z$%{`rRP;ya=e#TjFq*mE49t1{Vi}O;dNk*!E9-LXHc&V7L0Y>4ds<9?@8C%gE_mG2 zd3YKv!G;RUK(prj9sH?tImrA~Y>6_n^Jr++^yePx=#y)H%*Xy8-VG?&>1{*=1N1bP zXcOe@QU`a0gLbhpNTw&e=yQ4Gr;g`;$Bvn9+oxVz$cJpo?<Mm8xSM-P1K&6A#!M77 zpyfj9HF#rhdrkhgHFjRXUm|iZ`TO%X3X@8@^A7?mWo{-X*M7xq&c#vZtmR(H03EYt z4j)k(&!b-`Q4gcZhlUH5S2-oecGmqV0PoaY(e~Gz>yzq`b>5NU_Eg9R8B+kfzkBmg zI?{!@wWq<NJ9<riKn$rC<ftNhMeEP`Wwf(q<Toy`lr6*;<s+P`#0hU71PSLt_Z?}C z)BnTQ1Ao^M0F)*mCCUKA`twJ}ZMU(L?;c?}l=WD?(mccE{F--<n1Sl-h1evw#|HZ$ zq!(J{P7Qq)pLItF8bSud((D{<2(rh2(Eu*1t3_Kfa{SW-q@#m^6dE5rx|uu!rmai4 zN*AXhafW8{s4o_Qg*SL9zh(TR^1#zd5ilnc2=XHx6We0yUt^Uo-RhD}e#go_xHh@l z^D(~)7lktFrbJ5F)DVXn3r032DgXR5&D$0~jClONPN{(be|#CGFw)0hhreW7%r}F! zY0&IgeAoC%mV*iNjL!prV{V7V!F|l2J?VTaHXdG|2(RCg4cxoJdvO-lzp^-A&@gKc zO(%KCu%g9`qUB_q)7(+7LF&Eb*-J`7JJqcuod){=M85pqWxPlcmZ<Wj{6U(FS#4PF zcKaFpn!e*RQ+jKCu#K^Dop3L&=*MBva)-j}Es?HC_Rc{Ja>&CCV}xb`{1ag(YJ+wW z(C0JfEN6~!+oOcBP2c}6nwMmzZdT|i#ooN6a<dDuStea~Z`m?@=d+<#1;OBPG{YbJ z`5N|vYvj;rW}h(0^U2QED2F4>qpE+?rxI=E1{|=NigWAYUW)^<{2V!8xn8DuaLR~R zG|aa2?w2AnAAWUyJ8tqbD)P$jJ3lQ#UUmk_H;cK>NW8qHZ5brgaUtyfb77}?|KpmJ zT791kY99~@wGc$ZOn!^?FMH#a6>>jS;q9^Um12L+&=T3ibjPV3z_NgC_rNqUFWIs? z9c65hK+_a~YT)J5ltX_@S&lnaMngq(Z{)MlegAy6e%!4yCXiSZg5%}rq_}0SdEp*e zi5yhj6SazQ*kP@>jHmwsjl0^qI=H1oWBb+ZgpG;GsOwxa6eXkBOuY=!jkhN!^gmcW zGs>$EgMgh2D)i$o5WV3}@;(93@U4A?*8Mp~mGLz^b-sNHHrTs&X(x+jCv9J_oPzvb zo-=GldDPgBbNGp<KzzT-ITxZN$>v@(W##U=Z1n}M{7+($x@I+>5EHn(C`?ig_I3=| zDVr$RLA;Mg-GMrpYc{^0@dRRu(=_mx<#9l#l++{w<4xyObi{U~e*tn_+@~HlLf99= zW_*7&j2Q8{97Q-82)#%*zBy6(&Lu-2DVY0CDQ3Ic1Dgl4&v{vfkG!A|d-=u2^M&2B ztq!iS^uJl70v&X2C7GqsQViLFmlF<6NLj*3SND<J3vfiY$;29vCkShoJ4Ezw9ap8B z&%=Y3qq6@0I4lWcOE<UY1Kt_oDrZYhAlv9lrfdO5m{hADkV899(GiV3uwObU!<se- zT-L@f!TTkFOJoRq_(p!1snK4ydEm_OFvAnp9$$naWSfoo6g#DJRNI2q)aNhye>~0d zSy**@!pO|P;7la^GUzGu@C#uz<v9)P{TL++^bB}it(L?OyimnZ1q0Z31r<1Q=FZCA zylN9TFg1j+z(Y!#(d3lfdP42>G0l@Xuuw*3LkpZBGzP2LorM>^MfJ`DVsI^r3c0({ z;YtNY8%nfqRhA_32rySC1?cS-!h33C1wzJZp}(4_3zqE<tZNYKP#v|C4DarOe_W<g z!tQ-ngkgqP$Rn{%T{g?)ktkGaPS^#uM~|ez{@%G=O#^q*=L;2p;A*Zn7^6Fw&dyK{ z1!C)fq*Tr^BclY37%Qm3TNAmZxy1pNdc}Y_`K1YRT^LW)F{V3^pDF7$9W8e0Axd~_ z@Ah;3?8SyjoWi#nHkTHx6s^BX<@Hai6%Xh``FLqvyWh>&-J`$*V+<s{*tNkp|5}E2 zYOdDDb<z9h^lpouQ4pP>vu0l6;0k4RRN2Tb5$K^Pxmhl1B%VnUAhZ@(47K7-uqEcq z`vS2ZqQz*narON%DpoQe1OxuJ{b6q+Z!kRg6eOd)xI@eH$7x@X%=I3P8+9tG?Wc>= zTBlg|k0)uvPVOE&vj?oQa%g%#Zx^t2mQ<&pyK?JOQ`n^8ZuQWo&2Ux+d>5SFR^^Hr zSQ(rXd)Y1u#b}d}eaqgwCxNyNv!Bq8BWXu6gRQQ*J#qhKH(`;gMvLzcCmAb`G&(|@ zVjnS_$q9M!t7N#7513L|OArcM1TH_-!GDcWT_;uLA<@)&O$uyUPeNgBZ~<yHl%;I6 zvcS&`3|GUVPv>4L*X&NXBPaEGNd4N%FXH>*06nJ!j+nq&<Wiob0QC!6iP}u?;r8-& zkP5wTOuWNxfHC83%?fJ^IZiQt>fU>+p&?Y@Vf|OpKe1mL@1M89TB)$<6pNoG&!_{^ zxTs_!5Up93t;G*mo7I<=dE4JBQI#?BnEGKwc#09068j+k;38FN%~QLn@NYQtz3d+) zTB;j)ODQxp5KnAo8Qv`j5e$^^JCq0v=eyFV=rRp?4W9@*H`X^p@gy8!@hH?wGiut3 z93~y1n{eQJzA;#3zc(__UwwV&BCTiyn{|`cX!{SW%&Oh5wT}D$0ER&3RHWZn94U}n zKe6zSs}3X<Oy+1otA)aQO_SW^kW@N08M7;$k*^5$vZQPQIZe*Lr2s}?J<vHmK{CJ4 z+St<ki4Y~c5THY;zQ%A$Xe0W1TO9XK-`q*O!Thbm?44i|9o#C;Ha_^LsPrwiZ0=B* z;~slSh10nXE5Z;BfSJQA&hUFBPR{V3n-N(ln1VA9^*rT8)k(iF6?u_@#g&wKcLPID z$dX@{1tOfX_Fwh2h|r0_w9k)PD`%p4hbrr^@r?HvGuX~R8$TR`hz`!6H+ClC)U46~ zTD_ARp$e68>w{>^9P!Vv8uN@?;u{$dUWxUiW(W7%wY^2)(M#-6j!*2;Q!W=xssZ=} zHGzXjHSc%(3{t{*ZIJR~){-ohl<#S6cPMv%rU8H;?z_hboIAvi-VaQH_N=7j6s8=U z^AAt)3&DF26AplR%><b+1flgyD<8Xv>e`d?)2Izg+*wEr!3@8c_d6;vXn^8gZ|%ay zDR(Tbbk=~ZMUp$BPx)0FX5b%@6Q%*y{_HlLg>^E_bQNPZgNCCDutg%74P;dWzc@_a zB~2&02X%=ocA+Ov@Tk&q9;*ehQWzKWBFy_<JkhU#Iemsa-4=VEHF1Z$Wya}8Wg(dl zPrx6Day-X_2$)Y*N;?zhnArON)J9tA|MO@7pvPp2f8%r@D~S1iT-!OHHrfo_dmX+c zAjf1}f^Pid?Xme^^-R+w3Y(|GU*BElZn_^e(4GXjO6~~y)logNjQD4udZ&N3Tm74T z24<UZ?NXDvkz)oU#$++)Qcu=p(-disiUrL<1DXY=?Jq_SoDp>jbC@<v_9N3Fcyh3T z-tdPM{`23+{G~=Q<msc|cQ3N!0vTtcdU^H4@B_ciEEH$U2i_94Rp?a_$;dRi6+GBV z;@h0=q&<Mr`8esm7o5<VjPefP7#;_S67IF87ETWnnhdw?^&3DCcM`AYA>bg<iKzHo ziSb2Sf|wkZJ#S;q3kG9If@(%Lynm2@=hwZVNEq2Vg^j~2<JJ|JK<}<`YQ&m%Aac@% z&OZQ!KZnbY1xW@-AU%7;b*Rx(NrZbLy*(HF7%MwNy~*FxT8M_n#|(@VgKjK8&Qh|n zezYmxNFmF)R`dy%!&)pmI$n<3HVS5wU-7F2>j9)fv4~66q#C_zF3)NkL}}nFa_eq* z+biI|@u6*-@iNOju|}oZ-TC92m`jNTN{QOWJfkm^M3P!>lCnkplmKbpnc1ruN_$Qq znUiDWw3frspahheRcsH*Z2Zh_l2BMT^vPDZJ!}4Q;LD>CJVjj-5u-<mPi`W1Z~e;B zk0tJ6-)0z7o$HJW!a(@`ik<3zNJav;YHw^05=qAMI}<@ncgH}KHjsWd_ckT=n;a%3 zoV(#(yPYDzbPcPU`lvsi%LWIp29YtEx(Y}fO>SDCx;R#b&XeS{o(>^OEchKSBBoC@ zGVM;u%S5GH&w-U0F7IZ@q29w!D&GcZUczwFF!Q3=l;HoTf%38kSo@bEUKDg}nBWnC zz^QJiwcsri>J$_3txNV>>_MGStRlQ9_Z|d?CvU;HdwVB<)aLrbeM0!$*7-4Sb)-cB z-{9>UPukBbRcR$<BI7K(EH)<u%Te>89j-phD(y11ieV2yym^i6elrfG<gLFQvHH|B zfZz1Ft{2N0=Wh<Jpzfe3#!;FSWS{*qC1)1`PAQyi#-}yh-EXUQ96lq>z`NGCW8d_P zt2ibg&1!=}dM4?Vn11_ZUNYC4i=DFsUf+yv-NTBv+mPoLVso9KVCB_{dPnjC3SHs> z{>Ij+T)@qXukTY9j9?FQ%+mSnBjtf%yt<(xpLU#eZ8%doOT6XQKV6)LLiMtE@{Jq_ zfvrXR>NC!sCQxRv@$=&iv-Q1OakEeE&Zl9E_AiOHw-f#G^I67+Wu4P5mkw`j>>7}a zwGF5h$J3J^1*pEz#Pqcqr*A%9(k^91AIXm?%H4Ha($+Ne*7t*^s*QVgQ2yeS0JN@b zM3<Gd?G^;h-Ol+XSUvJtNq4r0`AY&5b-l4<L;zcr8!!G7qChRX8g5Zw7L*$U{`I%D zB{wZsoRz9=x$t9i{_U3I=Lk#!<m*Lx$J=p@%uk~Y7qq@!UjH#cif{}mPKcUY9e>7( z<SBa<dB=Qc-_Ebs>tOfWyvE<B8Y+0|84!3z1d<nTLGX1silae^FmVVJEj|p|ST2mq zS)ruQ3QT=rzsD=g?;GyZPXJ4Wp>;C1tTKXWFLuNKVOyuM8>dj`S}-;!IjtVba`p3I zcWNN6D7T@{7Du#37DS_x(SyT|p6~${ke((M3teZ>(<dHg1=~@m)@BlC{Z`H_7D|M- zCq|?ImEPKE7)QC2D$nKsf<j03u6i8;LHYOQh<Cg#u~t<=SA*;VkxthkUTdEH=~Ff~ z@E`I@npXUrkQpkMbgBWYj!5DAh`W;&s-Gj?@^^1s3MbZm;a8C<;~T&^V~W(`ycYd~ zkUG5Kp23yXql-r1yI(=68XM<*{Ele<apMCaT0PP#BTnufZ8qC-JDHU4UvIl<55)i) z6LGd^OWw{A-F;w0=&^QwnM&<RZz2lP)AarwtLr|os+Zm1eH;VIHk^ZMty7`?@F)UD zJ@nuY)HI6&J5M(~mtXKd^`F?LULwc``6qR}8B-oI|JC&)VyJ<+@WT6-HgjVPn|KME z@DH|36*-}*f2gp|ro^$o+Go^}Qr-I|42epGEr}vbI|!LcWgf&cJ@)eHKGfAuw0{@6 zA%S-~0?u;E&CKOInpGHfh58O@pZ+}ZVE96{@yenL|7J7({ooX;vj{RXzBagMzLjPA zuViKZr^Lv8rQ!iF$zi=7In2s0UTff-oHevIhQWuI=l?@}aHgH~BQAFyYEVhvD+Q6m z0!NIVSwD&(;jjBRPy5MC5$>mn5mVdM>F{+O!r4fdRlnMA8)^S;G6vjIhEekRF1w;B zQMuaL(C6N@E9#@u+;t7d6B^z=gEO0o6&_s^(GSp1IDyZ;I`b(Zi)^7v=b;3zL(4N| zvH(>|ijg{=n%VlLG1=%t62HB;2X-PSBtb$Ln|s5yV+(C&b=O0@*1SX8ofeJ896`4R zk&%+E?`x=O0RP2lAu**jtI>mn!j=5lUin-?{WE)_)s5wU&Zi(S`k7WO`!%lEww7M+ zEk$#yj+AKg(ARuQ3g-6m4z}aBHqBNgq$h8Hs^ul)t8j^7DEl(8V$b*%CFEHCU=Lv7 zN0I3AZFW7&gyhlQ=MZtMC?~Z)M7Q<n!3q4Vo<7?#Ot*TGd*0O5+#QokP_l;U#%dK( zE9{MI6eq3z*8S>!A>`w_TG}NWnL?LE#_>SIv>7hzzYtKs{z)?AV$`^{+wH9&@MU(U zkU6h3f0nWI37+9<a=&O&>%|&^wRS16?RoCKpAP(*I%Zt&!8Y7{E{yvs>}tL7iYf;9 zFvaO%=H}GjjJ7mb^?Aus%(zv1k}TPrvK|esyQx*DkG^Vyb6|RS@j&k&fKK*L_+k}c z2SeCmkTf!iS2`IL2E{-XN9OxaOZqT|4<WJ5BhjE*)GJ<)ImbAWy2HBP&Sc@w`t0#} zh+yH6a`VKm)K#*FT!(5~Pn6~UM(_!k7Wy~fUhv?YRo(R%^Nx_}#t?*)Y*~vBcxNlE zQj#?=st@M(ZVCZ~?KeHKq$6O4W%0eW%qX>C(F1Vk<{!YM+J;2sKkC7`1fO*Pt+{QW zWU+64qrk4vLF>T#+Uj7Ak(GSP9ndWe<J}wkZNXI%TGweEPMb15SUFeBWj1#5z#D{J zwfQ5(#`#|~D88v+ziDY|D>+Q?UL>@X!1XI`*1apM`R0Fj=@*!)Hl6b^#}1YBMq#cH zy4&zZ;T~^NzuD9Z7<RGUWH1k!3*}dgJzn@f-36$`N&yj{Fn$TZC9KNhDf0zGv&=(t z{JI`;K(7z%ArwObW!Ig_%>iY9f@_?11Eksfl+zV3El7@epg5fWD(w%z=V)+jnn*~j z4RjT3+st0Dw#`&VvHzug{xN<>06C(%Qwqd36d5CoB4))8As?YtVpFhO_JJTKAkoI8 z57l_Tw!PvwZ_=22mtHrf|N9&@&;_oax5AweCe+&pAKDOnDvM){(DrG&|DZWPvHAJ- z;in(nm1CmShud`<qijya#_Fu!8tJTVej0s=()`yj_x7(#MfMvo12_!pi&>)vQkm+0 zEZ9zl4KvW1)<7hk?ycv~=*}Dc6HoXAn-~;;24&1Xq0Y^JPPg^DrTJ6Sz3CX}S&Pcb z6-i_H&5K-I2YD7mtTD67HNxR(^I7C3V5n@0Nw&hhbQ7O6*}722k9|q)AN;}9{oW{0 zvw6Y#K+5BqdpA1@U1w}01eB;nZoM?r$7hm_XsrBj!1a_x3lSk!`l?9gE>5b<4N@4; zE8W9|K>GY6269X*9{P6LyHHc2kZ)UCV+w4mEa$%bx(L<vCsl$T$CgtsM{<u2lv)=# z#k5|TP?Xp$nS9fb{Wuusvgn)=jy6GFmTV{{2QJ0{3>b5)P&iHs!@o5I(1G0ls`90c z9jM>^O5y;JKS=n&7SaA9EB=QbsnThi8ASGn{PJUUteTTIA8@=hbicn1gNjFRZ_rz0 zWkC0fZWiyxYQpoxBhV@n`O<qzHX@(yY5?QhROxVwz+}S(+@r_a(SHd3((4CbAL4l# z9X$=qKPTnI_MOIiHtQ)@DM-_)P08(^HScGYb)4CRUhqnzLb;~D!Wt8#5dFSj>qsCs z*87PiWz~aICB>LNRvdiMml=M#yrlxO(=p@Lt`aK+PIA0i_0uP46*XUA$PGL0z4ZSW zVI`z)H8$D4n{(>$qW}lqv3|7DIEr?hLfrvzUOy-jHH@T0^FdxItu=dKw>{xkBB4_Y zNLAvHx32qTING545E4{X2BBN3H9ridIy`^w`gLzyDnF%8Y&9)7`Zxsg`i2$P%<4`< zdhxE<HOD>$231Vtej_SX&EKj;X&QEW948iE0CSq_)@w>7T=21M_!MFq>Nl3c#!j5R z^BjQ?9a=@1p&tc6_mju3*#Smbd`$qmXU)^U`lo#c8QN-DL$9Cn+A{2QPSHut^)YZ= z9RgDa4$K0}8qv_&6%W3&@T&Fq<Qh<crD5>70CgUYUwj(-X&k(Z@nL&=U#;EeH=hmf zgu^uRUc@N`0k2@sgPpK;RXWQYV8dh3f+H#FTtLCo+1{3KrX=UE`&+##bRPh_UyJUu z%ho?+gisVtVh;V0#&zv>1Ni4F9Wg@fP%)UxZQ*a9V2<AL1NF9SudseEUmu2clF?Yw z1A7C8YNlBK@uGX_dh$jxl5{7Lh4*oyWj<kmrQ&CV&9Jzs+{pVpv8c4f2eMrTz;`oi z_h{9zOvhk6OWwH2^%wio)Zd|T!3(?a&f|3v8L}T&+#lWa$2aD`2;Q*JJ;S`-3J<EH zH`m{u+ZmVZ;BC1zNb~mmXf;1OhVL_<9;X<1chg8$%?hsd?AEPpo?Za|vv8=eJv-2{ z-tifryFJKyb;RDHgjfmh4#c&YX%YuNP)~^b)J+f#E!yJ4z$>ZiA7`W@uU6H};Q3VA zZ^ReyqO>m)vL4hUy2A0W&Uxc!1I=~vVbO*iU1av&6*jyZkyP*%X?omST`*8xPi=t& zt7ps-<iBx=W@E$x9I6lcJUhW4C5%0np!K$8SI5T{Yx^m_b)bY-*ugTf?kz$>?@lr( z^X&t6SEzfx#2OUVM35I_HpN4FX9pgfl>LZzw4RgH*_yyKh_1;ldgRV|(Hy@1SgA3S zzYpo{5BkDK0@Ws}dk+>^_q&eQ`7%oWoPz|WA)4MqIgQG&J65&-xjh;KiAo!4w?@hB zYBHP-o|xC9K-5Fqb0JCKjId#Y6vKri#7DW-9Am%W+z~bmlP*FSm`01vF2Lu>O2v!u z&jZVv=I`PgHTOE{Pf$I(9?M#QusY3dO19^s5VALl@GCGd;sjkya+Pm&6xxTmp<;9S zFt76vbjEFo()dv>FAiXC{nHr)gcrg~JQR{JBE2?=JJB|~%p+c=H&BpZ@^?Y4KZ_&} zcL5-5D;&NwCif1owbOvf6av08{XdS*J)Y_Q|No!s>MB<WSIPNwMNv7-A%{6^->yPM zTqPlFnX*DoyBz0mb(Ne6Wn#E0M2<^Nu@RdQw#sR87&BJPW|kSV?f1TZfB28vZa44O zUhn7Yak#(QR^A);6Ovkg9^IJgpuU_8PS}3G$96-w8EePNfJ<$++ZQpOyyqW<LCizG z{LwAHVfCJ~+@`p}o|_HEeSFEFc-dgUFSBB08P~HBpEw+!q&y=wy6gDH;ByznfHstd z4aZpnOXJ1ANnWOC&<=4PxLXGD&hFdgZ+4T$bjf?;Z*`e3>RS^$XyPc0jkLMFPaCHW zUp>;re>QSrA|StOs}>RRM<^J6FS>W7E)p~kxW2-@N*#Tqcix!v14p9B$N*#b7tKt7 z<F~BcM$-6dTS|R}s>eA0Ed=agwi*v^@e(yI)t)|QP{4mOmA-38(QCN+L&;K~StAUN zWLmeWtVl8)OnE!27mZ3Fws#Y@=ufm`da_R<`iPzB2Q7+1LEH9LnxcS%1CDN&cl>UQ zYJQkjL>g~u549RV=(C24_m#Zvah6@bB!K_{@w6fqmyEc=HQIC~%?AuHG^N`jLE-A1 zMHL_BO*AgmC@Ry4abCIYNoopv$!N6CO%SEbWsJ;~thOavuq354jyfWJHy`97Q{M{& zm(j8r&U~<x6`>7uj*H#ot#T4>LN<nkLnl^q4>Eyo<UndNtw2j{ocdjOQQdOvRPf<w zuJbj!oP`jZtuYIxi#w`Kp>KQFqwohQ7tNn|NSBt<el-0%WWM1lv&u_rp0g4LgmBs& zKlN*PcAw@|U48TM%>h4FSn#P%zn71<C%K&7ZQ}dA{aroJr1VF5^XV0EcZZ`qAg%L^ zxSh2a?sfG1q0MrTp7n4)T9`v+p&@lmHg%AtaC8aPmUF~FvthHH28ARqz37#@@v2|4 zphvpFK0%*XPJA`9d;dkO{r%OIUg&pNCDu7u>7?q%J1m6#cUy@ZqxY+<x=~%MWA34N z{shrNrjX_BdgqH`i(90C;f9ODuy?M)w<7p88s7<cbV2YUxU1djs@)f#%1B2}VhCCU zgyIG?T~mO_sQilNwfmkdL*P5VXjV9cc}aNGJ+K;`H+Ph89P7h;_1hHV@E31g{gIn6 zZIx}kvh%BY6ffeHOzRjjED3OqISO^1K<tFCv=$$EE2>@9WnBNpL&s!?kObC~-E>ht zBTqI6ssw}ybZWB<R)8SmUIK?Uqi53g(re+qCm)v6ltn;{(E6v}8+?n|KBK;q3wWYA za-0FLm;jBgbmOk(^)lMp4ar>Zba!rv$P?g(EG;wrU2ynR;b;5cQXlM&MV#A@XYVbm zD}yVFRht8%RuoEY<k8y0A=xihj_@~s#<Ak}!mhuGZrm%RZocpDpT~fU<1i-vyNI!* zKO~kh!#y=qT@m7xP0`?Mq~xTOIl9gz=W%2;7v!eSF7M{lrmdnXVpFG+KCo{JKWGvA zXZj@(GdJ5ezgq9lc9~PR-h=9#&e4JOi(yx^Z#)fwsR@q9T8Z_h&iuC7)TGRkvrNL6 zKzV8va`rn@HylVT!4YYSjz%u-Lb+bl*JfnTR+m5XRQ?zZZ_=4N?ooy_j=Hj{$Eh29 zg{<(-&MKJ`;Om#B0J%|^jw5#Bqcam55V>V8H;3ztk8`{s5h2HTg}dop0*3xpKA-@u zcth~nLs>tANWkeY=o<cIlQLD-Hg4cp$kX?hL8-|Yzhji&mp@`+uNi~3IQ8`9Pbjiv z2Cj#!b3m94AbPP4Hfi=Ak@hjxCL0<C{Aa&Z^neUG&EG5-ABbJd5dP08S*(n)&+rw? z4x02@kKOl_lOh4dbG$GjmSj7h1X?ScO+8Wpw=hQZQRF!~h>T)WenU)I#ezg{z<Yl0 z7wgkHacR+cyzLyn9dh{Wc_UgsxLZav)4x+oWgp+pZ?eo%4^rs-WVQL~3T@n$!n35U z8P@(05ATx{<-amIQ9T%9Z*aHyU4!LAKcspOCdGWS6Wet5pa%B;W`~H6;g$McsAwbB zmMX*PK;EU-^T`kBQ0i9stI3S+gt8C?y{4>|J;$+%!`;p;1ok<tV`k+2MX|?~2ONeJ zw@EN>oKlKH%Md;H-S3oHGQV^YnS<L-VEP6hl`2TCJ?z*}+51Mt?rYz?Y5lqg)2R9* zGb{{V)DdO8_3SH*#LGeabp9S^B4SkM4+r?IPHZ9cmu_Zldmz<?Fl4?Ck=NWgzpAZ} zI51Yd@{7DfeD3=O>LHZq2geRqp+y_8f(#o!Xm`vRe5+^uSgq3AG}4%|PI7zWS;;9& zI6BSOGwA3NAU+WPRClo&fhh@l0q*8$O{8#h^}E65cb`|Yvl8e}GrI0;L+7rd9bL1& z9tDe*Mqv1tc+`^QvUw9UuAgn%glT$4wfdHz6$Z)KM&+ZvIDo((m^M+=VeGJamD`8( z`}tiY2qwDQ)=|(2#0R`hamIp<aqhK!Tw+pwdlfD7o6e+u2B(asyp(}@dLp+2ge^)~ z`B|nol1WU8e5@-O*2X{>v!9cj@y6)BNgks&O2r9}-uW?t|Dgo-ol84rcY2^hOdEXd zbzG`VAv-Wt(1U;zs)25v_Ge0gldnl=ii$upTHjnhe9>%;hiPS+)-?~Om-$(u4)X3E zHw(1F1?dya%POwOb`ilM1762L8cN@CAd7a3>2RjmK1zFi_!>~lp?pW~gC|oY0oXP7 zCG<ny=bvaTehKao1KaZ5&W7q+zZcmLY`tFyDI5B3ySPufuqDkEx4+;7r*bV>u#yEm zxuKJ5`}dgbJ@Z2$Vg-2YFA}cq{kr||+RuwO%F(D`Vzov;K|GcAvD&sitE(R=gIP$D z0txX$a8S0p*lc5YyRk6O`%N{`JrTmf^`MB4skpkaJ?V)Qx<Ydq_Fu(m+wHrbJgPYT zxv^<JnZ=j3kC#o@p=PJga$+0q{!kY5Xjf#~^=|?>M%BQ~5<|h`<**~5otgXzduz^2 zDQa4DZ663N`PjRpOCk9;1zE!1|4qg?yEjhaQF>l=miUsn((Ma)U8G?0^m5*)Ty(dY zV_DdLrf-{LcV$w*Hh%onQ41gkH04rp1nviQpj<WAcb0c(&8+`k=cO}D4{`mrFUz1! zhD`v%W`T$E(O(=8A@O2Ta<dQwtWAxH%~j8{6xKRwT45fego6v-Gc8Iyg74CfyEO}e z;{(<uNf&I;u+-qeq)fq?KciS{5qwC1%C+1;Gm~e|jz%=@+Ozd#!7Y?oTRpcc&F{7~ zk`+eb`P06bFh)$+fijR5HBn;W>~eInG71R&U;<rSaCNE7Q>dZZl@0!L+T364d+JEu zvEYY8%<F|4q?*?E!7Db2cZ~?<2Q)?(N<bU5bcMRsgcDX^>>g4Txo1IR+)70L4t7sL zT!6CQyMNkRwUxk`fn~f8&T%<u{qs{eotY@HOh?*{?&SLK8jbfZBpYyVXNt10J6mJY z%h;}c(k3@fjPIxI%Pu6^TTq?u)ERe<SJ5^+bKB>iDME>;xw=R9t^#-XBj5*}9XE>K z-0P!@?b{+uHacgouY0i1V)&wc>{A9nCI)%GRq$I|!tWaoCT`-hr~%H!FVg#^>x23f zZq9@AO+KT8!)FW}`%t(2B5#0FhDQOL$UEf-{R_xq(jaOjtL*7{Zo3{1k`JZ&;1dTZ znxlB4%Ny3oMq2zUZ&UGkh-q}%+H2~f2>jD9!oL9c6vz=v-HDY(U%lYk`Rn%&f&U!W zu;PB*o%<!!DEP9fJJY17#aj!F+m1ezD@S<Qc7bb~Ux>KQvx&90vk|0`{;4&4(d7Ml z@L*6`)D?m^c^JduH1A*>K>ViLPTXV+57<Cz09A?5vIA5wQi~b07v`0D!b@7f>BQH3 z)p3t*E0J<T)}wu}Gd{Je6U(KuF50cu<0d^ub2&-uz8md<@Y2Bvy*wAz*E*ca7PrVF z4Mb{F4z!cC8D=43TWWlQZao~!F!qSwyUo65K2@Bq;P$(AO{z+#fAy8t8$-XlRV}66 zdvRk3$_67SE#q=}8xIHfmHR}QCY${&{ER_=yE3BaKCRf3!5{p=$*bn9S5my36OA~R z1;e3PAp5_i?L=uwm9l-Zg5>KHZ&WNT$1j!&-)Yxxiq=Tx1H1nX##duv=jHAjj)@GX zy-K4zL#<WOQ7|bZKBX@&>xtC=$UD#Fu{xOe8YQ=TmK#p{9y{I#-<-bC9r;>UC#@6j z{SmM~I{}~9Il12w{SemP1)!DgE9}vOk6536mr4y&+;OSrhE(GnvEDizezRKz=xat* zkXK=q5IvcWE+S=(^w2oYe)0^^*fO}$H8?-TG7h{_(Y~3|{QS;ODl6>INkjJWMZe^D z0%z_H8{f}q_3Ic+xk`-p>{gWE?m7_I*vaIR|Ct^GV_v707jNPBOeVJnR4omN>Rqwi z+{$QzrOQiR71a-jB7C~>Y~N{POWTci`hE$M!h_Dm_9mC8z<cByl;KBARf`=juetHN zfC!xNBFQUv5&SZG*6Y9AzkstGZm)?Q$7J9O<0@XY60eu%1Ij>NsgVP7h@@pqRag4{ zE*n(re$C-sLKiN7j`(2ibc%KDyjzrH9V_+)i>wz_)^M+_(+`FKT5muFh$mVeXAU=u z_Y*S!&EGFHRJqNjjO==)0Uu_LY!~hwq%CLBXu`ighj#=WPA>cqlA}+#u*Vyumg^}K z%ZeT#XA9pcSlMj6|8eFkG-Ac8Y5pM#;-tL=YTUUS+|PFVY3)n!eVN1`$Ae2`Iwj(O zrnrl9E3-2W%zH;%PCG%7DdRrIfWiKWTl8P3*Eg=mdJ(-mG~KuqIaTeX)J_0>=<$-t zK}YLVd`sBRHQZDOMC5CYNe7{#XFcM)7qPQ#lU~fp3YnCl;=P~R#E^<P^n)28G0AzK zNj-aT-wT5k*S8laxt|p6wql5_>0~JUo=0($caKd|I|b9^nV4nkw0gP2o$Xh3Wl<GA zD>m2h#fK<K)LXko$+P+6;mo_11{$7wRi;ht$(Kw`D94wr-I@a!eH@M|U;~G=7DZC7 z9Zw-%Z5vD%o5r3%hL(QtfjE4dK~nR8>fsqC^ztg^Lb&Ck<qcq@%gWgAQQ_Egl|{I+ zn0~PEHDf{Uh|9hDNafne3q2#>tT(#{Jr_-YwCz>COR_^}KcEKL7!+!m#&6Z{khJTL zpKdC*xeR`i?J#+k(U<Lj=)+EwmWm;b!1(wRQY@3m0Tcg@#m&5WfCf}4BR0}n(Ee~Q z*)F>824!ND2`#P3q4&Y)zi;0hRqHxB<2TX?QGu6|;_dd?l{?K_JX1ZJ+F|<KHsz?9 zA;)P&$4Y)C+frN-{^eov=K?M2k`5ww;$(7BhpDDU@&Rd_I#l!6Uz|KT&A>DMdaPvq zG1NZOU0gVo@MtaOSK(gCJ%yt)90TpSw2HGQSI({=w>C14ZTn%o|3cEX-n@NtU|R)j z&?B~tdRt!WUA_&=CBuf%Mnh{VWElxDL`e=?s5R;TAzE7e=7}_l;hvnx{_=0bDrM^P zPjp_p19@5yzfds(Wgm<0m!a{^Ag?r|YC|bQ=Mzn2elDuI^rA-T`#c^^T)mvWe+Cxj zyMV$`yw+R@ubLDbp+i&p4F0l(TgRsCat@AE4(KyG*%N{H63r)#1-;|D1^pxkkfry5 za-RV)sccaD^($Dc2$!|N_inQB%IDr?7j@1qVgL1Kx{{I>FKtx^I*<KR{if^8=CzKQ zlk|M_6LNTVB=M%Brpt8xReIgWH$35=vtB@B$YVz^RkOAXo3h+7;XvOTuyZ$hEvWm$ z65|QW_HU)n?k1kZI!9d}v^zc3Zg!!f86GNT>_wtG(}z{0&muh2#YaoIp^k^MED0S9 zI`_9Maa62hd15OsN@ZXd_Fu+T5&J?XzbUa7ocJh_@jpwFc9gc|$(V@puqBo+FUwd+ zbc%Z2-psd-r>xcPqxbybzj2hc`iHhg;HA$;#&GSmOp8LC_!5o%OH{oIZaebDb}N2X zb@SzCT9|G0wk(aur!{obshi?o6K{KeOQ}t3Pr&TX0XG`%@}v;#_8c#d+((#d?};G> zNzch||G6*--HMqF7%Hb{hnyvtdH@FX%j6vmUULj>E4Wo4&lX#i^O22_hTN^{f7hS+ zyw&7Zo#nke!Q};Wnp6ofO5i&$#xq2cK?juu{IY>$Sub~aIWqoQaKc1GWI1(n?URB= z*YaVj?SSGj1$(|*uZykkbC1>knFZ=d-tzx}Rn8tmoXE;ePps$2wKph53ZpcJc8uL6 zFTaO?6{a31<7l9*_YLb_f($%kHnnNfw&^jfxI-Cb$}0d2<2zT=fMI_NZ<n81XC!O! z%zT~U>IlCi<gKf8k##}Eegl(RoaolmnkW;%z4uurb8R6}s&)@uW4f58F>Xy29kPI5 zG&mHjFap6jm_`~2(n&Z~yL#?2wQ$L|;idc<0HEmOHPF+aot;|6sNo721fr5%%2U?G zS<F^uYi9CQe8Tv5<yeq`_sgmE`OK|MRS?c7xM^?+LAawZ;^*RuQ#Yb`F=c$;F42kI zVduKg@!t!_M-7HPL;D(`4A*4qs^qJ4>Y{Y(u6=FZ^~~-AzJvW%NB7P5a^U^BH}==x z&dQelCJR(Uf@i6H$Z9_KI)ieX9sYA($`QDFo_}sXg`v&+2zkXz{VUX1u2h56DK@f# z{#>E%RBri{40Q~fgx*c4HMn{zJa2sZLtcJQ^g;FQRY!Gq0_4YU)O*ADwu9ZrJa5c7 zkAz&d4;{e+iZA0?5{IF^`h+|;B$Z}XOdL*X{%Y`M!`Au;>&!ya6u<awH`Sc!JN0<y zmG{t%kgTIfS$;|CM$bROl;m>sJz9X86%P#=3&(wL!tp`>NXl9U-;Jjw&Vv&<+>LDq z)s1}jzvj}C92+k&{#y7{S3!`QnN~mhKIiz#&0s~a`_*vAS&Su~z@TJWBy<ucTBo4c zszJvW;WcWfb7=|l&tF+yey}_|<Xohv@RIOGH8JUeT=#r5gU}58y3b5>ZX6;um2^R0 zb6_aUt6?Ia>?p4itJ834w$5wJ#UJo@Dc6Ydb&j`<BH`Yym0f3cGdhbLOk;l+-5J<f zD$v4Jx62gW@-cTA5SxfdoO53-++x_kU-PfM8cZ(!n!lUrUG#>mmx2?U^71#oWgyMS zZ$2N7`X?jjy7NoadU{X06>cE5jnSCd1&g}!Ug30Fmgq?j^~1+^c0+0j1?tOzQBVBX zE9col2R8fH&Rxmh;qh;1ZlSj|+SGW3<E6CNS-4u<iV}nD62OvF2g?fQ{Ip+B29NjE zCFydU+`fb5OY^=8`05u917ast#%<|!Cb$kmzGK5%RYMSOtwyr)+@s33kE<kLZKZT( zblxJ$f8!yAcHfzC0bNcnVnO~d`(8$a_3PwL8J&<vIv?k*VM-)!d;cmo)j56EA{Nf< z#E(Dub4J4aH`A}no^Ydx{A?kClx~@FNZ54RAuGaRtuXxqsEzUEZ)pMii_PZPm~@%$ zE=+{T#}xsA!6hj-%1wtTc?qesFWgiCP2(&guDtoYuK5L097)m=DXVGpQ<_U+XNE~P z39)5^!#6F~bDE)8c71wJto%J4S9z8An-lHrNcQ2kKBG2p-~nPQE%6ctr`h5n@`rVM zp2fwb47C5`24`Y8zB2j3bbd>QY<|cW7%q`c@gyd7!kZ4@qPzW^IdK{H&DzpK@-d!t zpk+wFZFSpRiuD}#i4FouT$1-*?K5xY4pM`&an&l$MzL8AOBd|^a7#oAcC%5y7897M zUNBbelzqGJNOgsGUWe>G${ipad@438P8khIe%@Ip;)<|hd>;hU=_Ltp5GKVY(~a*s zziBOr@HpnnGm8<J?T`+Ja!()y=m)P`QS1AJA7H>$CZQ<1==GI<H7-H^1~pWd`=|vO zvJ8!11;Mi6qXq`0ISo`@r@<;~IeO_oqgR-snzgE)r}wP&za1M2!TOlXN!681jZa2B zmI;ldNR9`<t8P9p@VHk?IF}_{JMYlElv219E!RSZ7eV^)G5;pVo!U@~wVybo5q3`e z35fTO<;1(~oA>bF>$KXw(_^?ASEl&`)9W0$%lat1a&rFs{>H22i7lGQb84`bV@)Va zUh64nPeGhddWWZJ!~@H^_|sI8l7{%mj5N1rc`9)pIV4AUVwW_66hbOut*oL>L?jKL zH`{DUN~}=o@E!j>EFY%`ozafVWrCDrrNdvmD{SDADqlJ;FBRf)r=ZNhD}uC!<uYg( zsJ(=0y{QQ(I%-+Z-ogDE{%^KjC6+6R=v&mK=3|dd8V;y*_H3zi`p5>6eV8B@)?**M z{juPqS?w6^%<ddMVd*m9_bGe<S3(eYh8w2qi6FCKF2`{9ao1@<mcfLE#@_jC@g&!2 z37t<L>~<k2hinH~jtPB9<rq8y1>)roD7Na3dyN*`?*Z*2alp3LvgD{@XFv?oqTr$D zeD?*7&984%P$s<oD4cCYJ9+u=axEgi&Rg3wM3I%Z;<p-;GXFN@Q&zV=T%~dA)HeSh zgm=&?PThC-q%;A85?t*4)^zusifAr1huu4AwIr({l*m!GEoqVCx2DC+Yf%-cOl#Co zYES?w>Tmb{9_HP$i<D=V8Z5M>gS|3ehUUf#;^b2_F0ob5X=)7cmu=LuuP7{7GQ;Bk zLG48b^HP=o4m&8}Y4MThZfuqJaF>)8y(ebo8V_!lpn9%6EW*qRqeEt|<al7VqYXO0 z!uzq3#HyL*?KeWioy5kY+bF%fPRQN!G2gFcV(Wf^T+PNdpK6sp^ONS;xBn06oV@ul zkyzr=Aql66sMvmbU@WWoITgop$C3Ob5>E7;H1(72<?Rof26@ISux>osUsjv0od8=s z3Qn7ag()IgPOBI>+NXq2Xw-u%-_=5%J%Uo_jz#8A8ccFm>(fuR(N7xGsa{GVCIeD6 zKLL2!iXjQeC#%1Oi^DF}tfj^H_606wJBDW2I}a#>PdO>&0ncA?DDs4aaPz@8Lxe9D z`Z0^!4YLO-WxAj`9FfpG>%{P3qcV_3!a>OS`ObVK0D8e)sIN?{r|2x-KcW{O^(XP7 zt?!U;{PkYvuPQJgRr-^QP4+U$x_sO<t0b19t9bt+QoyOM(ORUuk_6&)IrGo)=spf@ zIM7JNQLtAtx130tUi!L*@Vg54OdJNe=yW|vtE!3`N^;|EnOW@|?;MQ`eiCcLqU)R7 z4j@k&&EPb4epn&u)^M%X!s!s&{N>GJ>4J4ux&hx~O++Diy$rgY-!@j`pf7_Tw4`4M zn|v{6E=;nGT#4U1MY)#TA@ymr##WGT0;}&x3cboj2k{4p-Qv4|G)`e(4Swm|(IiiN zDX_0LZu)+BIhk=z7S^JMt3H@KmrlE;L+{G+tCOFqxiY^6B|e>rPqc(tP`>A!=0HBq zyk+}cnx{?({Xh4TO3XTck4OB(F@)E+$3UMOjQsiam?Xbvs~vk4zQ6pH+6-ici!QKd z{$dqrbnB+Me$PWKE%~ITE;~-Y{;T<oEyLIiHD|ZUn|1AxCgDps-=7U=^&o55r`0w$ zK+=iL>OiAm<7okTE;;BBrNE5n?xe-&?RsX5Uq%lw0JJ!7=^ZsO<u~%+MhCl2ufT>W z#)oLid=PFMaboW3)zZQ8jVlwnPy%|(ax4hpg1ey>ryqRuc}gt`=;5i)yTrH-0Hh9l zf+0S009@H!zrTh2xammgKt#h~#M)hgyFxKKBq6$ss5qPkdY#`*LS!t5;-szJe=(mQ zn_-O1cLT}i8o7H=8UeF|LH7v=N9!xW#g+tAq5K+y@TypJJUS5My@%;0X}S9|Lq9v4 zyEt9(L^X{;rEq9Q$<c}@{n$P?$cM(Lp|sp373aYr`N}hSUsXB`#;zgs+xO4C94T1q zH@ST?SPpmhq}eSn9rU4%DN|agzBBE*xjV$XQ#jZHW7;ll;LU_iw#n9K?#fSnGyNHz zm$Vq3(h4$~+Ws9D@;`!V?DZn{w^VVgLCghv7ZI+^hO48m??7B@U5;<qiLd+HfD^Ym z-<y*XOLm$KObV{2iPWVecxPHk?V8uTo8KF!r0c2Z+HCIimyoV}v<c=i7j^)i>qlo9 zDj6s%kzx-i$~N^XfDDi$?hZv5mW1mcjH;8{85@HKO5q#Z((r}iW4`w9W<)gi`tQr6 z*vC=#Cz4)3L*X56AIfMX!QYs1X9DEd)(vKOBo}vard`-Qh0-PrZ7t2e0%Wq(CX_xw zJECBk?-dw=0~w`cZDrUy?`9T@CObi?YMHxFD1Q<!zvmaT?QHG9c5#t3RzcPu_PB20 z>P1x#;U3`1{HMo9<5f*#ujh(Yw^vCEQ;;LP0uE|uN;d_EHC}a24*@Ef*y&;5TKCGx zlh4aKD$HwP#I}xC2)|1mz2j}tMaf`ZMMQhe%*i%DKt!K8sFIrKyiRr+sf<&J44`O| z77cbUF#NFetg^oz>sFN8sPHXtq=P!eH)9VrE^~4}BS%Q%oz%kDYx`5~b*y-7K5@tG zxDVw)K1{mjrzJk}?;(SepUwv9(77L+Vi6v`Lk(@eL9GJP!UH@)&O`K@B0sP(HB*=Z zveEAbCFIti{b89m>kI;@ik$;l*tMlWzPZiR*u!eE!ge0hw*S0#Q3~zPP#{P+ewtRX z*BG8|Jh?S_2B^<v+XzlI@lB_aPmTWwA;kYZ6{;0cz*j%3$FUqx(1=>^;-z+Vgq8i- zGIH9}FhZ3zgp%RCQjedgsEt4Ky8K&$1-I*GLbQX#rzq}vi3l{b=1k$f)oVK8=I>Va ztRiv!TB4Cc)0S+-j6wj1w)6w@0C{b0(Geg$wd|U*WvwAQ+5(<@#nL%Q%f7@QQ9tJ+ zPG@_=hb`ZA#z5x&Qt0eI4o;HpkFTsAbuh{^ZA`&E4c{laT5ja0^_3-{%sTnwYs$Vx zgsNzcp<no&h5Mhqm^PPPj1@GGUCOz3Yv*XPGK<gPlvNEv7h%o2M*#CZN!0xe3GeNw zzk4jchtx^4h#6qyHlzJFnZtph{yi(D>1D1zGMIOx|2t0rgsxo5nquw^)(=jMS_nJM zr>CR6U_;d|97mu7-owE<x$js<c?Z5ZE02+rV;%g)HZT%NQm4=3y0!#;ME5s~%dU{; z7W%XF;G>;mch+C#Vt^`$!Me&C2-s#+3xyv?*QpUJ63kbTN0iWgBejsWB&yX<o&V4# zACU|^`xr#HFRsp*Hofw1hS!!*gUM@py?ckyhk6;t{1hgO>)fF&g(luV5dGu&UVyp8 z?7`IFi9B_8IdgeC?f#xuo%6ExocPd$V=OU>SdYYgMsDPH(4#$C2|w*?3l0J$Pn8MB zj2E&<ts}de6~N_1%xem$^|YVE%+Ul~^?s{)tSB_w-Rk$0_gUSXaG|U5{E`;2eAWK- znWp2)(v`o-Qo)o)zxHjM(wz=Y>nzK178RMe?QSo)95n#lEWz-j)mmvMi5>JoyW~Dd z$^vTlz|7tus1Q_f)kG>a-T1aV#5buJIugqHvsX>!URNIVgyCJ4jPTkd1k3-*q4i%a zF2?(^Q`O)<R3Zm9uVjMUTpZ;P$UIBi3vviFe9~kEfykOm8TT4*!-zz?&#pRq&MAp* zt=l>iE=3N!PJyX65A<kd0KTED0j>GM)UXz)^AuaBs|DzfPgTA@x~kN`)j*lE3OEXD z)*J<maBTbF(#y6ts^a6(1_!iHfS)icBRBxftJW)I%O=zcL7df!arz#X^r9P=n@{by z-|)>MO6z2o|K>L>QDof0$5^<x_Mz6_NzEq`U<1I62mJ8j4Yw7#oe)`Did%X_K+lMj zeok8a1=M*rfhlSmXb-xSxIFJxQQ#t0NfDm)JjF#4i~SfRJK?|)_VRC?<ew7ng4*6a zv%h0uIeH*8*#DC*#7^i*nZbZVr2T;^D8cZYxr_))vaIHDZ-++d@_sLDNwDuMuoDCh zzA$fI|IzD$Yq_VsCFB#U^8;dqoLuT}Gmj(Y9&`t#>@|h={_P0K>}ZMFc$`*?*LkTO z|AY+vo9Z|IPR9y&mF9JcTh0)VFVk%v{?&L*mld<OXO*}InsxW&u$0Tuic>Yc+@{w> zo$}IC{o7LuiYEu>GI<?!9WX5Juf`<sRJT#<0?%dW9Dkv`=NEa*X@{NxeZsF22BflM zZ@>V$kUjE(06F?YcV;rdE<y_&0z7ySYr6c?`ItN!J^<+50<pcR2Hf$86feVO$PXg$ zVhB-13W6Qqte*s4+uMu}nYrGhfqE;n=gg9DUFTxWryPYY1@Qe<7h+9~*V!s0@#+l+ z!Y>*=M_2M0H<@ApZo;%H&~Tj(4^cHEZ)$;2W|K6PF{Chi-@Nx6hn{=Es92r2`Dj`L zW$-0|E{yuCSJ<pjyOP<h=uajm4c<o5l8dpoDBdHag57zoi-DOabjaRqs^Rp*aW4TS z2N*+@P#|0(<;HAnJM5ATkEE>Og`KcV8+T?Bt)&HdtydOn?g0jnLm;Y|z2hH0TAY?M z7nPZ~a!jyyu<eJM<cUk;(_x=P>@1M^QxVNO!dfjNzBjO24r)yQU*o%SKcq2X>kL?I zNc-&Khddb5n%-en(GnN)#v@-%_~AM``jAzl{BRsQ(MV9!NR*{TsPpa|!`(WOr!_>a zI9Zg_`?z9J`|*<$xjt)AV1;{xjzfmU9B-%*E54d`=T1d#fKC*#TJRzTU?0c~z4*F8 zyCJ;K|F{3z>sxy4_sI)VNZk3daY0my-0ZFBLz4@TCC&y;C;Y{Y+QHWFUoD2HzA)$Y z7-Me31scHBf#Y|d%{mjA3igG0X#69(^rHNp*3Jm#fgXT@qy97Sro?bHT1AUzQX$Ik zon{d5U;6<-lhIAQ;ilWiS1h;NGdD|{Gtx1C4FG1j|HbIE2L8H+`x}+*wTVr00u8D> zgW!7m5%5a}@14qYx7Kq&rQ6*^OE_aUzXf0~#$6HxtSWVqU&;^vLw*JO{2t8+HGkgP z(W6VwzZtia=BT~&^Dy$!d@+yoJnJSggpgrznRjbbvs1K;y#|nnPh&kPA-`>TGt1v$ zun}!FUI4%EuFD|wUS4*~S$4|_Ra5j(S%|X~EJiWI0F=P$j2+pU(xG>nm5)mNZ&R^D z;h_2ksfosn6Qqv8JN5M9ET8tl{rdDu2rBB&Y~x`{w5$VeldQe8&G3a>*3$YdiHWIt zjhj%wJ&(n8?jt@<`sw@-GAk+Ucu{B{Wu9@k$U+Jbw>*jE7~aD>M2zFPB|<bOlp=mk z8^6x>ccl@p4=_ibq)fQ$Jao@>^E3ofXkEGV8p+(Rn>CBfK+5q7x1`oM(@4bstiCGf ztoDn4Fj;eP4dji*My7|<Rq3AS*Z5m93@Ux-r<q&ahQ6?=x2P+^q-^6&jcM5~eR>(O zsf78^a)UI}2VuTNwQp*N9TYE}v^%p={;@E&Xvwx}-*)WiyQ9MSiW;xR%lGF|C#6!o z_?6{u%pS3~8@nF^{JX_V@5a48xQ}~HxUX0W|MvT)D)?cN!q<CXNS_--+c`pkX1-Sq ze`fNllMzilqHxk=clhzN#$cW9Jn4N^|NC@MTUcaXmGtq{5DKQyJwVahQbG@M4maIB zX6YTJLeTt?R)$L-#?WgPO9rO_(XYFZa$<Skuy1_iryEKJ)4F<se&Rp1uY-+_un^D@ zb-3FrO6%)D>mv%))flYtz!7nu->_OGmX7EfX`j_;OJhqi?QaS4w-k4JiD^Rz+ZK2= zYPHq)EkY+o5&*CF`h4|x<B7d^#O9VPs(BRscz>cx-!qmZ(~Oi9u+ww&aPijVK45tR z4PzvTa<ajHcI%55`*_{C`o>50g%tm6i(qAvCfml6Cqo;N!44VNv_N|Y+@d%-`gG|3 zbx-%lcWG(NWnQ`83!luF#pmjDXUY*=DSRDvs2O<pXUg|Zrgck(o<(zQZLL)*iRpf# zXNX7{SSnoFcwt84-3_%4Uby3$Y{G<Zs=L3jHu{zjea1YUyv0i7K6KbV5x(jK8Q-5G zG3fLro3>E>g{F`x2s^H!WaoFDZZO(sO-JjK`G_Au+-hcaGPu62AzEdsOHoH`NPri1 zc<3$k1y_46N(>9rZX6OBT8@2O5>YmWe<NS!C1<83HSP5`>JIpQNIF(Y*xi@%+J%RA z=@<ydx<jMN$-*z40^|dWl<Pc?7n9-nk=ax$JGL_?G@+O(`Ct4bZ1rn;#k({=Q?wxx zJ=+;;QhNY!OaCiZt%vRg4ffBTyg?s!Kx`9MC%sV*UU_otMTkigL{^R=;zKsDv(RTw z3rNf`+`NjH(L5=>vI{04K92G2opyjSVZJ?CT}G4*;7ou19zH7kHSN4rbvErRFbyqN zKe6U+cM%ahQflq`Nor*h?$N&biLb>EhelUn0PCV71SAh+_7jM6lVoq*$JgX0=v4Mx z%aqqF9B8N8kHouNYfm?D6Qm8l)6k4CL7s7fM<$1x1kt@mDobDt{pAr4uRn}E!PyOf z-^>}H>MThlB))`%eDZJ(pXRTlM^6FW%Jt%Y{NN=2da%KRug+fCn^k_7u3|4y-kGuu zE||hCdJ6k5Ge$O_p#2NOkMM45TUlvnlnrr%uJK(-j|~>X6$gR2NUKzL<v^Jzrfe*I z->bOpj-ey8y$A-yVo!9qb?1pG@?O~t)Kf%Mq}>Z=cN^qcwC!bKn=G0{zY>(APbT~9 zZa0TOH(W!aa7Ds-{JF8Z=&*f>A`Z~RGN8iy4@>9W+EZ_mp5GSiU8W^FGMx4!ZqMqN z<a?B;#@_#w8G5beR8z{y9>Ygm|J)ww@w@R#_s|EqTouSeKDL$q$Y;1ft1~f7=N6xv zDsH6uY9AB{R{S^r8Ko5|ZQKF^ITFy)5a4hK4=)jbG+%M^?I{<EvbcX9hf<DBD=bq2 zUb81A(%%u<oj$uCGRm{K6s;Q`CN<}s*>uh9ZwFP&!v>hDzT??{Sw|(&2k*_=TCdzf zU3P>VLL*ii6I<hyxu<tO3PC{;^fAzn4{x;dc4JYOuMm1?7?NfSW$?)|=klhrChYj< zA=A>RSfMLvF#mNM-p)|)0hkl_t-va2=*~@SXS$v88e={)@z!oO?&N3q5yk4<3vXT6 zMsV0rlF!2(Ut)4(pYgpp1k`9c<J|y82WWT%X4o``t#zU1YLZy&`SQrD?2ho1YJ_~` z$utY7jK<IhXw)@h^Qb{|)Zm@m2uWT4Tdwqbeb~x&cq;8$_1qe5COEmRz;*>Hq<;DP zU{~_;&xldK#9Ki$c>cb<*RKth9_G6@-D(pF0^|J-#FV<3{IH)=PnBN4$|CngfB5w8 zL+dKmzt?vH#k{3tTC`5%m?D&2^wqR0q<9$v6<h?Ap{Lu&8%4i^v5{3ugk%tS%waYK zyQr|P9G&Sl>y=gPr8h1hhwq_2X}7h-J_aSfy|QTD?RJR~#D37);Q5H9G5`g!b}^~m zFM;N-X9|8eNwoW&z6mZ{auxk7lAdKNWXT%ZZK?_iwSKIZEmhRUJ@HQdp9am@m8Q0` z%`&{d<TrD46BNst%e(F}@qS)&1dkSx5&hW)yV;!pJk2IC-k15YJ+{93!prdRD<J9- zmUpjOoyO^+FMgqO4v}uBt?K*V500K8S9TTbW))u!5w*1{|1z7kLnGAJbm^|#Ay(IT z-qryxevEYoNReCkt^&am5@GNemrx1#fM=qXv+Roa7n4nSPXTo3mbpw}DZp#=zKnc2 zxr=5w_56o?b9?7CLIzNRts6{fOm#T+h)z%$*9fky5{+l;_%_*;9@EozPW|f0sjD%3 zK`&1GZox2^({pRyK@i!;;n*3SlQEjhnvl#ZT2(>uGU&mTY|4OJ?vqk>e~jSCb|?!w z?<$cf$A2uPVX@AJxbMrfSp@qp6RS`MXcj8Y>CNQocj3SBw5Ppt0N6J}=%GKQ>7K1R zJYDf1Cr@6zZkk_Vz_BOuD@b{dQF8%5L2Kn<TdU$YSjBH%;~3ShWn3>NJoIW>l^`Q+ z=oupyaKG+%R>;)!_%dcj<HI}}r=O@^1$}dwoiiixnV-7~r)pBe>DtYpbz84xkt%W^ z>@-z6yr41l1f$Hd7b?ah0vhANd0j>e26^J*G}Rv#$WIEiPuol`t2qZGEKR2Dq^Ro% zf6)-0`quoHuhfLKeig#%KSwt-enz50DI0UX`RBtIo_jadJV1_qNoGI(*TIPXxiSHl zVzk}9+b;levbhk8rgOyfTAkBr^B*)!qTKX%^CwOAQ7@!KvS6cONaM213uU@HS#xk4 z(yw~%XUf-|fD}hL2Es6CNdX79uM8V!OT^lhsKiJzqn~*@`ZcZW;<h*CI(Bd?P<|!! zOVY))XBTALLkaQ4d$(2>mWLF#GIPbkKYG6z_!TnvqzpCq2)X`yS8kpI?q*$}KQPME z0s#OBuYtRz#xmY?D=8dOSh1&fyJ{(KXOW&{I209n&I5#iVC8AOv2eDYj)?cNY0%#< zh8e&X{Av~Ti!byaV@>()9a(Map*`oN9@^z>+M_E3M-J~mp3nK*cbTXZa7??ZUAeQw zs<Z{IFLl$ylw77jpKI!GCaGwdm8<^Nx{eGT{?|lpbQ(*UE`KbB>TEWb+|%pG3&8GB zpZGeATFRg%6^QQTC!7;>H@<lqekvq83`9#(=@LbB@*}R!N`k@>83`rOcd4SGd0pAh zcf=(yk#HQ^q_biq6JF!eT|0^&*Nt&<t>W*!n3Ie+%>R+>`5@7J1yL9KYz2>D)}Jc6 z`T5jJ06?eR*ExS@)_q(jX38aOG7wrW_db>*XMOs|xle2kX2+yr^r}SSjQgIB_Sq1g ziz>%IfKq8Mm2rSA4->t$3gBvhHngM9ye%(2*6K-mobkfd=8U{G{2}+kNLGt-XVyf2 zA@^dU_rwwo7MYv!SFg)CG-)ni2{8Oa>IU#=%gph@PhQxitoY8_oAo|S`zS~)^&2Ry zR7#&)lxS23QUT_VE!}U#7Ow5k=>sGMwlcegjBG{!32@cGfoxntKBGVTBxeR_Y_2IS zU3_cJJ`7JJi1JooN}G9y0T&-nGX?86c#QNM1zH7Jr1yhsjM;gAkoXS=P~^^}5NPyw zspzci!ThT5rfbTq0zv-z@!_OO?Q%Q#%AGZlc3%<0tK2@VS$v*0{NXymD$OQV;TnoP z0K`Y(fU9$W^0k%LoRDuQj8%(i|3w3S(Y}NXhHBWAJScPT=TvX-hlFz{HtP@467(&1 zv+R-f0;?h$EB#xim(3}~_L;&BqoysRWYd2D>UPMfozK6m{&?_UxZ~0b$oOZ6cu5b? z&mwl35Fb#+-OFlp7)Eg8?mMiTioQ1=`((}Dny9n>_5GZs?QH6Odd9j`fxDI4>ykf@ zKLZC|p~pH1m@-3he1sNn=_cdiLByZTp!LYz%Zza)>`xffXky~>vZX}D7fkh0-qG*5 zxpxo=82Q>{9A5!UohQ5HZSLrt=%K6FoDO@_X7~*tyjsh6fUe19gslbQUrI9fj_qEW z&JRa;;DU~<G0O4yCLoW^hI~*{ut()vxYuV1F98~SX8js~ezj-97@O;ArLoh7R`j=! ztLHtldG791S(`w!fi+G>w-D%Nf|=hdkPN;>KRX#Y_WcFa=<yeS5N|+`u3(*Kne<>; zu^DgE6`p7w+;rl-;iN#20W5MIt7@8oRrTOOD}={vq3iCg760AKedrSu61cJz4`5tV zr}dOof<Ug?DrQfEolgKH0?u3jPDkH8)rR>13DmyWkzYW{8ZmnV>8Pt@mxi#|?t%_L zMvy#(8_2Aa+m^hRuW}mLWRq=~Tue+^J42)NXFAh^1T$bID0L-0N5vcz^!!g$K1vOW zkau6!^fHLLTyr(}ui|5?Pxt!A3kFY^+%71@t0G+cEdy~ZGwih5xXE{#RCfI0Y8*6g zefYUFw6`bw3<N9E$jp;}nXLM^^ara|v{8ajhepl=lP-mMO^dfB-z_)~;L;nKz*U^3 z<dO~P0I|%8>Atn$0lq0!jsU%$CzMU?$<n22^m<pA_vwlHp!j)d^j_n!l){2;z&JOJ z&z9xg+%H5A?)d-B{~eSklGE79;EQD-bX4L2_~WFa*O^I={1XSK(MB6Bk_c%)sMHks z?Fi+Y!%r3Tw#mk3z31P6G0bM=)@sa*OpDA4$186v{IL+o7Xo|Dw#)n_pjcyJMM!UW zmu#kBn6HS;4{o^G-a-Bn;6L7>f-=g(6$j#;MtukSUP4^X8#}`PQu(R7_ehZICE><I z=M;QAuh=6v;ZyE!72(ohJTP=^W!M>RF2H-tgKOVI_u_{;&es!?=F}rW<{vb=x)6T( zIwL+nb^s3`JbWtck1>Ew9&@K?*l|>eZxZNIfSR@|a;C;-CI!YD%)V}K#I)1i!wy%8 z5tiwS-8jBzldMaxM8gpN^}IQLfu1XNc*{_avdmt<(>8%B<L-A}9ef2A8V8Ezx=}tE z(}V{QWR3CpI&c<T7iM%a#^}(_)IVg_Ep!X6?s@IABw(|Odh51W-(FquNCyCX5-Hr} zAt1WJE;18d7=N!5r=LR}vfJ_d^wirDWh1c3p3?k-VEsQhz`WiXLm$w_2SQ`6IDFo^ zN)fxgfDQQz6%b$P`<#KGzYNg5TZ9__qaQi{@k%@_5b=ittj7dAUsh|O6eu6F@mRf^ z+_R7dEY4?fbBFf2?YE=$CC6(?V265)v{#Hc7pr4?3PfkpQ{c*ft)rF1^ncT)g4d@K zl`Ht|Vt^>QOoH0kXxKSq=QwFQ#HKf_liF+CPgt+LN57<q7gr)#F3|Wl-v9CRCU!0t zJp8UVGy<D{WuXL@MH>N%3M6wBt(*HrYv`?>o<TC%BeIcEp42x}5Rp`;P+Otu3ly2% z8_$9w+6Lt&>sS0ZA@UHjQVR!8vv(cMFh+0+Q@(qK;WL}_H0=-Q5pooptg??n+a=n( z%<K5io}bNlssbF^ZC<x)t9jb5|KXtPp4IgPp|2Pgo^)P(ef#n9y{lBn=ZwE9NF506 zqHneD1DkqOee2!XY2b%v8#}hEsOc4daYNuY#;;F!Ve3XtPZ+YNH9WA;uOPP|L9%fP zp<*ux%36c0E+o<3I5Z^zIFETT_L?1--X2K^zg$%{85kZ?>jNVRU;~ilGQaHm#tVMs zWUyTtKUN>?K6~7x4S@)TJv<mdt=q%lu-xGIDn3_s&t9$zU7oNE-dmY&R`IE9aA@vO ziI3U%KLn|;R-#ef3)dk#>&0f-67xgMId88Ue#%8B{??Q5zm(7qfhC3gmIo8^$>H4^ z&^nEvE&LkML1dv+$GhoSi+K~FJ^QieS^Qkh)p6T)dumVlY>TGZyR#CXqba8cLX<z~ zfLOeppOe2N<HSuz!AM-b`$MbG|B&6ICdm@7n`Z=Bb=oN!cJ{sT9UwM(bT<k~%cy?> zfHJ@7DQ%J+lyQX|+*7DPxdP3s?C2Di(!8<GAMe!n*uXDwwF5In`2fhd^JUNAr5BGM zb>+7Z64go*z_<Fo9?Ojc#?!%_hBmzAFwmS;)X$6D3B)1o*M?QSnBb#;0O&G;<L@F2 zt7RxfkM!7yRW^A~ox@=dYf=oXQ<DOD1FLm5S$?1I+BZdCHF)dj^h0M2ZMi{wP#Z~K z`imJB$%SDFA|s0T_><qDr>XhgDxJKB?<9>G3+0f|QG`}F*KqMw1b4pM#oqg^HTJIa zU>e-i4$(IofOArdt2Wryj6W@r3O~3>>th~uP9_J>ifaQDC%Wx=)$lsL^Ex)YfQ&U9 zkAJ8hXc*I)pCBClldj^+J0$4*rv(kp^Xa3iAXt1GF6$P?BHhDdU!DuWin0!8?kw%o zc1`I_zN5b5$4=o9z;$Ud$*;19-1+Yx_Wf73O#=7mDBvppoF}I%_%|=Q{S;!P&7OB# zuUT92yED+H{6N;#UpIEW;VR|2>moNgPN6l9P!emIab%*V_Dw{%XJ0aNmtei*@~k6h zf8wIkJXNkccUE|^GY?UF(yp=c@oAz+vJZI<vIla%EM9~;_8d+^Ah!xv%T`cB%Y3V9 z>_T=z1(o4X`F@`E@k8&uZuV?)c?$+*&QY9^8AE=#me2iGl87U?3k{G-YMt4mUAE<! zcu=PgseKStnfyo<ASAJ#2=L?S$D}~Y$S`ib=6q;_?tI6`HyukS4N@&G@_~hxCEWR= zvE7sj2kvM{LPU~R>w=1~ib2~0$~@y$`Svx<tuE}juX+?;@CuxhFtjfy2f?Wt@c(=S zS03vG*F_$dDDp^%tU9H1T4EHpcl1rT_iKRZTe~Ws)rm=X1DxdKRYb7hh7+yg4;n9< z>UZ>aGvg9l*Hfrf$UN`da9m-Os_!sBZ><;>EA5<O%XZnZv9Q_7=)I@qbLozAl052D zXpvIPd#e#jpVQmsVI#z4Wvl0oqfef_d6J@Ih6LdPtdVQ-iMM6jB>F7DO~hz$C`)OT zT}6}pL4f~X*xAzA+X)NEIarwaR{t-1OOAUHnpBPcZ8hSdrH_2!7^*g8Gv~0#D0Nf* zH7xExkGkf{nZWiRuVLR@{OMUO1extAIr_JfH*Z(3!dg(hs$NYJQ#zE${fZDN{I<sY zCFBF%Y6-?!+|t<GOQ7xg3n^u@B6ug&F5S{{qcoTqh42qMxP$q6VL9&^3l_Fea_1k3 zzX-R<RC(=oT6v`auJgViMEMYY>D_gR1QNd^2GM4~QBSF0D)pE9=<S}%%*4NSx~XbA z+N^lyNX68`pPvjQf+-_P*W8Pst9jmyncdIyFy&@Wjfa5Be88r9mMn_!5^}Y!^=h4O zO8ziu4z%s_|BVy%e2VV6VixL%Y_&<geFBBe<*4$3t5rBh@@U7l)0ZRjQ@%*1o@b&S z9>4)T-?;|1h2FRGMOtc|J*18rRBSb3{5>#4nD92gMABg<Dj`Kj!63#A=)j(rR4x)@ zv-lGV<IM&%Sd=*q&iPvB{Pb>&mWT(I=;InOn3uN%zc!lvELGQz(H-qPIvRj70rvoR zK-lGPE@WX`<MfxwE)hl)_wnD~>U1Y~QJdH9&|T(>e#xR&{%H+)MHag1EWrY`tpa^V z+E*+innDz;44@Jd3e%s)Y#g8Dw#kHLzSL_As4EptCnO7OlUqw{-WF)Co(%p`ReKaH zyEC1*7iO|G%I<ZTu3vfjZ~RnsgucW~-d97T`PS54N+>=aOWoR)f-Xg!7^=N~(I-z2 zoU7^lrS#oh+zIC>%}WJFK8i2zsed_pCHoFrlyE}sQX6|j)$S5-an`*;flZG{ykj3u zVWCB0v-aolpr)xcakBpu|9vBCt3x~Q4^ZIi{y}M4fp1mh?Df49`=JTt#ir@rd?U+o zi@hJqoiJLELhg%|%Lbb!+v(DwuM*SN{Ei|S-slRAy-(Pm^nffBhUe4<s_&ogE*uT- zp9){br;vMABkI5UNk@gASE9O0Hx{A!XixpTy1^}YUPTefxl!)`>`M2Zp5$ghh%rDe zey`Q@EB#D*#h#m-P%-AOLtQ&(zQwhkN!I<=xMyp#$+}P2zO`^RCbw#S(ILR;E$MCd zztOR~BSrr%o@7<hE?KUV+HBnY-hT=XjqvPk9b`rAwa5N!U5p-}B-ZL3=eD;P?Ph8w z3@Cwnmceh~+-xRF4yGW<ulJO<E=$v*%As$q9vvE6O{`32WHV>4So9@U3K2WN<?K;T z*RqFKPZ!3oSN4`6LnCt?vvHlp2}cor%vvE`f)@o)7MjYB?(m6^z$u_f8iWuxR5<#| zq!Q>NUT4}xQE9U-oN&?U-OT7L?>#Lj2@HzgWZRXXPqyB`a^G^lNibqXAamZ!bTDtM zxpV?bP(Mn+-ST~LBfp<?)3F{$(4*%=0z=itzMUrInMlia-iB9THk>8ltkkahk&|xB z0ugh++tS0HP+ibWHt7BeZ;NSH*UW3jeIU_j8r@+(aZ8=$EoC*z+`6A<Ub%Ak=Fx_= zAXK+mH}aUoI&&$9C~$gWc;{^q@)k>tnfzTi;nE$W3ZD8ibd%J)y|uRRf!Ogt_<ucr z%XT%nS;MAMTcrp0JPF*CMOmpUyW&VRcidyn_6p^dh)2~YKIl?(RG$5R6rGDd)BXF$ ze|O#GE=eVn<6S~>Sd#PU?trB1E;;2eM!9ngv1Vg;Da<kCl+#@*$zetg!$#TWFs1|B z%CQ;3jA6FfY`@R<FWBR;efIub@9TP9&*ue=IGL~uyHKHj4Ye06zst}Zn`gB2H%o>> zwoT}M1wU%f3B4V%VV7QASXtgJ{nD)4Ft3JUiO`6^nCq?+e;=FHC&nqx#EPkj!je_) zc{8b8{F-)>!Up!Hth~&DH|^pe>*?8w%XQps&G;B_YY^XO0P)H$nEIMmSFrrJ+u-{V zQ%(-`_TdjF%5$%U!Ux=cs=4GtU4-^a&c{5-=Wh?$4)5y<fM%}xZaaR~)UiJZ#55Ep z6NBxHBPBRHyrq}W0oxX{eQm<pmBwRckX&`RB>osW;Th)<x_lJ;<F2Ett#Ew|ADhki zj)?QjvrvvT-U*uJ-GGtWUu8e>QjR83ozr8neJ72i?{|Y_jFguXd1yAqLUS?vHQp&q zWTp=EkHn1(P_$sn?Ht`9OOf9lKY2(<m>Y6|_6&8Oqx0sPw=7eO&Xd!2fAcKE!8Gea z$2CsSf*Y2V*2vP*WK&ANb}HK5GM_oJt=am7akFJbX=%og2=vfb@2<a>6OeAx7Tg&> zt%?7V7~`r8?(zjtlSln`!PtTI=Xw_q3~%N^ZATe@kA;=mh2Y;Oe;VnhZkQZEIm>Pz zUdeGdi1#3kX=pqKANWKTDWJBWfp`aYwoAbFXz7DbAPu=@KSf!4wfPkvdW3WMKaUK} z7o=~AC$R#49%!mp$l3qm{baVan;Ih5X|K3k8a5k+(w-K{Mt|5_X}QHFsZw@;T|{qx zlpG;Wn*iH00&yMc%q+f{xmt4?V>qO8^I4xXSyP-Akpw=-HI1Il_}perP%DqKSbH*1 z1AFzA@NcZ;4L#~~bz%wSc9-_ranO$4*6Nt1QB!~%pY0d^z?7fhK0~SO)B`}vJ!8-B zb0{`LiBN#JI%lm}L%_qmZkG1{n6eqdDYmR+8GEXysm)LmEIUu~Ut0u)tc?W#L2zUS zzF*ttZEA;utL;KMDa8_`XLilkD+WB2^!k``2!6sk9(=7~f5>VEXM~AJv*NEer$-;Y zq&Ls7a?C6i7OTxT?Ir%0vdf6eG|8h0n5Ri|s$ruzaOec3a`hS(OYU%(w8rU<>BUH< zRHkttc*Y7AxLarr0hOx&3P2_S6mh_fDxYqwa!FZ;F(J)39&E6kVddb{IBYoDP>Ssw zW{lru2gkl5H4U>|OOM2*VEPEOo934z#=eD2kv)}CI|vV6?ip3tNRx?Ot10;{$KK|! zh#%@8@zPf9R!s)o;Ytn@lRYg9EgAQjLoRh=_ZVv#b#%}n&zoMemA%R`F`1IGDtQ7u znQs47(}Ca|=h0Bl1sbGsTOxU+@Iv<V^V!MN>B(OB>L;+uh9o6$UUL82_HVKtw$&O! zPxS_&65Dp`M23Mtf&1o+@w@%2xZGp0wy2^z_3bL%r%5eEES|Q->Ko!)7cbdYj;u*1 zqEh7vC&A%TF%V%_FOMtZNleyrwCZY7dkvyn0yPh*Zly}DMs`n5EUN<z4E3(41=gNK z%v8B~OgG?K+wfPvTKAJsKOYwjGOz@PCxSdBA0dS)#|xJ%qXP98fB}EUtr0XL0Qxa> zEZxe1I#v56B3#d7ZTb-g3X#GCr4(SKbp_}n2HXIjY=evvnp<I@Yr}zn{3)G2f1PRd z%C2qu8RuyUYT&R(r(c;?{K0kh)G@#qQ|4(bJu-dLzStrNcZT?g$5ES2-|(l_0`VaW z?WF@n*Rr}2IFA-J*Kc`EkNaQ=o>5+!(bHaK*qtlO2;sBsyCezTqOs7aQcH&fXR6!F z9Wd^j82XNY^M)vSVj<^5kxPb(0!<R?FsOdF>x<`-`c%qFgq+D4+UZ3<^PrJZ?;!KQ z)KURrcgrIip?+g2tkIjF8S90aG?BnQ&l|Pew~7u@u`@d^dhw*(^$#R@r7&cJfUTPh zY8)s|t{+ytfP9!`YMDP9vWBvPPf%Fipgo4n79jFGSW|T5y!KT?wJSr5Bk=8%o!R{1 zN^*BcP#c*0L)YT26Vfqa%;_Op(}sR-tz#mQWf$|hQ+Vx$h|_nbt+ID6N3f(6T6)Y) z<JWx!yBN1L!?+Yrfbv1()3ze43J*S<ZAQ4vKuFw0`?W;hBM+Zh#htl~zjgMfL3Hwu z?ik42f8rMw8+(K#V>TzhCwY_iUvk~fsth%~_d0CPHA$-&$#K$Hj?h>R)JQ5)T@z~G zjyiz6qD8nJ8@aceGFZTPNPMCmse%vyI39q?_hC45+n+K>P~0LNl;kOh9VfWxtGQAH z=WV;W2lhVj4p-GP8qy$$pyYztZU>1L+;6iqn|HUd6^H=`1!c5klqoJ<Kj!m(fw&Fe zd|K837OW;n-#S~YR~nQ#w-Y2VdbOJN@;pdkgK4+Etw{|!Z5@}6=-Yx2e|0()juxM7 z?T3YHPPaql$&&xY4E$LSb1|P1jfLE~m(LXjen2vl@-n^(p+YWrB^&;t!+?6-N~G;S zU6IjY;8RVqBI8-y*#t?Y8k<4Iqle-U-a)WaS3gWCZKbVT(iksM-qsI|Z?oyxCz>i2 z#8W%|-M2g`T=@^xwjgmJ=F<m8=2LzoMNDlHTg7^;8wxf1$Ux^`FhB;A?@xRY1bNJa z`FWU8CzSPzAE`U~164)WldOYtynA)CSo%$DBceZf?P<uR$)<OnnoKVcvekNF@uHnF z+-F>K`7id3woW<1xAdS^md!BNHfY#SkPy_+dBQG6pYA0u6<8AzWuq5Bbqd=q6SAe9 zi;m)Y8`B$>+1`ag{uJqraRT-J0>Nl*r|1bGu{kqimmMl%YR?JkFA#OQ$ml_O%c5%d z@+l$Nm@WFl{_v&mRV)oA;%2J0rggvUZAi>qC(OXrz7s)QtZqP07{#QFfmEUcp}OVW zMa}Mh`xes5bDqoJ>jUSSUqceQ0u^PukI%2x^LPr_{184_!{uhOmp>Bz33$~`GhS#1 zu^%+(lNF80)=B9m5ZkM+`)r;=Gv{_GubvDkP6DdSc3qt*(zd_Gec+zR>ePIj!{{@Y zZ+6m~BB?;^jmd1B)J8W?AijGXJLTE?ZthEa(Y1pYBLqjd&|}M2M%iYxb|;<bie?gY zlUEe137PW1oyimRQyo=2S#q(JLxhZDiMVW_dWlif-MP#Tz6m}F)rB3Bi4O=F$M&t% zb;9fBu&p4!)8?$Z)g$3d80)vy(R;hinz9pu4VSlKXv=R#H8LJbZP*XY?9P{O-wEx( z2RD=+Lf&06ogK&`ufH&6O#H(JCywQ+1^pf-2^0A0tWtU){yP7Ygrq=G_ZXZEfzuhT z-c#SuKNd8fR34b|S^}&}FFF(u9W$lin1*-LD;nPO9jKWi`6h|^tQvn-pMQUtdUeV< zYwX!_m+jDpe$N|kvk?8JaKF(Lw2<rr?+!imTT(Z=<Qi|vW$%X;Y`^#X-LQ)mm$7!d ziX7S!xMywAgh2r@=<;=b)s1`%t|+(L-SsLzr#%1GLKyEkf33i_F4nr8FPtc{;e;8* zcUazkoS|US`VRDx7D{IH$4!{)FFC!31V=Rmhq7I$QlrpA%O=#x4EcQd0jp^o#sSaN zXi5b9owmX79@4z#`$LF4=Lq*5oi+%utGEaUn7kw}_kZKQx%V>i2Kdv9?#s*0fgFmr zGyF_hXB$;H%D`wEIb;Q_9b3J<q12}_U}eWtoA=_J<z<X!9|h|<hBH$<cTHoX9c<nR z8W&V9LyUD}3+EVA#yA~Zb^<^V;DaqUR$6Wul*MH8PnV?n`OI1p#@p?6?1pxX!%)WL zt<#grom#f@0nCj_h<_=4quWII#WUT2aowo9v?IVgzA58aQ}VH9IYhtgi}&{+046wy ztpn|Mq)A#BGodlh3s~m*M{KVWviyw58p=1!#nu9sN4vfa@aINLkKW}hE34<^3@qji ztJo@ytMo2A1%`ODq*|8X&4OKfzSe}L%(`9Lt$8!`NDZ;<=u+xO-;qC&zr1OpB!Oep zdbbAgX@g)=Vf2@J%~R?IyTAo;Y+Nc+S*@M)L(LvnxiO_WzY3eYuS{3t8sT;%RO85> zWv1K`dxeGf*vMNSb@jQZJq=t(8d`O2H3mukDu{Asdha77GtqCRA)kVj^PT*kV3e-~ z!|W-x0y$NS;Y6ze7;=}?GG#L96W;1_xc#9A8Cw%ljd+}lC_9$4k~1fhS?qhoeLV6Y zUJ1TMT&lEd-U~?+LHFz@9!K&?qbnZvG0c>WSki#y*$rcUUOk_rG2RCQ3E%II<}7D# z?qTq|y`{4g^wo`%ns0y<5ok%V=7jJsfEBMAQdp4X`<yyu-F?yy(uHkT=5?-s2c3nY zu6}Gt`D*5C(@ZOVZ$oAa!8Ehk02(mr6Tz@!=9KHvLWm!WGb}04X@?a>V<;y>d*?ET zc4{vfk8MT(pCzU7pSm&qn@spXXz9!t$wYcJ=H`2#Az4yf6g+&gvQ}8s6&SN}+^1}J zvvL(CoPw%6)>vtp7`0YVdoa8gvffy2qmff~RJLKfU!|6?w3o(>V+<`_{<5RrIH^s1 zZjQ|dtf6olvkbm#)!ULhi(7%aj6>B{hsh1BG1aV`tWO}P_4Wy;lHbfNrJWCuYjgiS zqBl#<itnDbuPNj2VfJp+E#JV5mq2koyj<&|LFKLA>HK5xFIA)9mG*2iU#GC_vB$pH z<9+R*03H5FyGejwx@Wgxz(<|PXS(btfs=Z6tr8dVaB`USbZjm83@g%{d5NBnD(uZ^ zm_@XwZ}{b&?tXWQ;P<#?_UnJDC2?_wW5zypNiJ6C_ebyly<Rj`j{0eb8hNoL7Z2N| zX{od=B<<HA79M<JH7yh^sIZy-5wdu(Xo+>i#H_h60&19zR3sPdn4FY&CE6g2pn6$` zbIOJb?YZ{XG(4l91NN@CT<dFguY;^dW;e!ij$X2C9R2iP^AD^)yVGmITJ>J{+_)v+ zeE$WkRgMtNW;0*gAgD(vv26dQiF%q4x5KOp&bpKvh7rGdXY$j)W%%Uxx{V-V8P?yK ziY&<)`1wBRH35n|UXg}?4%ofvAci&!Rsq4UVWvTb?NwaPO~=0Dz;^$HOQG%%gV|Li z2;!~qdElSi=hEa6W!1N>c;Dyq5axQ8-uev{H{y*SBjEL078`FWi<8GdKeUFFrW09z zw#J@an>XwZv4%g?Fb<Lxigm*6mK4+(5~HwR``JwO^`<uLENN5$(>yiuaqDgq)s+O+ zSr`8vQ?ReDc~(JgJZIMQdmSaHKh80z8o=L?leKn-gw;I7{FLEnb*HZeH)dA{rGj#k z<+M@`%!xrqcKi33S1jO@g{c2a`l8&)zGS<89<%6L2i&o3KLQXAn1;58IAc2JZ=V(& zN1MyY%mf45t5cWQxO@xxvt_(`H_misJ#6efDTII)07lrVbC$k)>|)`}pyRacu(T-8 z)E|WFefsUK6mB_Fa2ea9OndEhBU=weNO-8c@#7+KdRH0WJe=jko{=HUMx|*%?vG?| zOlr<1bvh{tKf1i-5VuZ7dDT4i*}aNo6b;3x)}ZK5i%%9d-5)$74t1aT-MqnKLmNh5 zoDEY7@y^@!hrM?4zZwk!Xx;2Zef6sb`?~_aPb%*n!v1g=smn&rZ0VKfKJSa;yk%6` zv{=Vz7F;Vwk2tB@EOZZjWMB7)01VMQ#URR~mE0h39bv+0UER8m8U8vh!`9hSuUrJY z!o8q=fFfifV@HWk91V_s>!qQLFua~l5>q-P%NMXYn55hdKJ?5A7{CO=(EtOw-}9$$ zaMN2lq->)J19BbOIUBdil5>G>>Y_HTt*OHGGeKLBvObvRcl=r7e(VUUcw$Fu{nc(3 zlV&7ja6H%vvSFJ#;SX$E346!k%Bqm3!*w$)6z_~8Xpv>tLR|PABlzI8^@@7}+9`IV z4bQ<W-oDT@>A}o-oshY9Z-(FxwxL4j$dx*FK6M$Q6Q$x>p;Mh9>Z_@n)$?`QAICq$ z9Q}*E>Md>r#a#x4HzR&Ix1N#wj-AJzjkU)|`(*R}ppU*_e9nvg@TZ+!&q$)cMIl>( zD^M_>AX{eYwJ5lc)Bc2rO(gDFeYJ-?BUxqi4eOXk=HV!J<|xOWIbNi&8#Kq)d>D0@ z3cu0QI+6JL|Lpkse34T)$B8iVjlqzw`#If6O{Cfi&;P31;vk>IZJfmj(@d9VEXy&? z2-rG`RnvHPu_;D&nWn>8xIJqdCJAMmhaRESx6O1ga*hHTpQpA;IK9ooINwZdYV&i* zbA|b|xgkvFsjb^(S=Uxo5*@N_jiLG7=pVV%r0<nS5p|WpupCi;YH0<%M<F#F<KVxR zKU|$+mk~`$Y&_uylo2Y9+v%oBxDRReX41UgF|kV>!8F5Ge5$BIWoo^B&^<75Ra}JV zhvrUR^5E+a{5<10<WJZza7G!wwYX%E{k8aHNUf-EK7jK`{rG+VkWU>`38Wu(H9^7l z5X~?4#KrOI^R30GvEx$;-C4-z<fE~T!fExpiMH30V*gN`cB#N7Ga41gJ$-;p(!Jra zhOJ_w<&~@9C`$~gv^&--7NVO|lA1-G7nX=CfVST!jLsola(<hGI<qq;GjK)Y(t%^@ zYk~8D5mwnfmC*8a-(*h<DutL@^v)qAM)IKt=KDap5op&$8I<^XYKph+LA^a2Udr~Z zmi>wsM>qU5rU|wL@jgouGqnv(!Cw^OEC1nlb7Ln7sj(9d<qDQ(5@=HEq}!#l(?BTO z&Cyf)p!-MpGixw7^lu!%@_fZ}7u?mOs`GB?(+$$Wiu=_PWE(_^<6<;|Z;Sg38`YeC zW{xCv2=_>09=H7ZoxjoC7*%Gnc$WY35SR6*S)=a#Ru2QDU19$M;Pb$s%JQFooBLJA zV+4=t7G}gG%#NLCeK&G5^k;fc6-f7uZPBSB0#dOc%xIrg?c7&rw}Zy(*VN0{$Jo{) zP2VhZrDi7H+0xIovV;N;x|ZuUVn<MMj9I!KWm7INHe6G;|9pbl+%KE->gy@0qHrTt zlx5%M87`elJZs$NZ1Bc}xb3t`y%F{at`wBc>jIFnxwO;Xo=!Gz%8W?0-D(zoqc0Be zfn9SOVE7bE1W@FMT{wyWFTBBA+N6m?kvEW@mn@u!=mEFDgE|#o39oIH66a8sn=2R# zk#={6ByV&re#?%=uMCLQbaO#wUe|o<F`0^A3D}t+PXoZazf!L=#3@9ABrHv@c3|Ou z0O*T;(|6{4Miry-RCiQW%N*Dx<lA<~MU__!j*l2ahrc%Ncp(F?&AdEMex0c?FdZ#z zznkmHE%$63`N@!+4Y!sPf$t0}YneT<3jVt|NUx*Yyyc=ivMH=M5GT6g6#CW)M?*zR zT3=Q|&b63I#`2cKs3MLm5BV`P3l6@-%#5D%h#_}#r4TNzv}UJvHVCzU+n-cBeQ2vY zo7z#>?xrGb&l`ETXSF-?m{3OCayps^B_wC8iDc0*<!7m+7ldo2mAH}VHFea-9bsl1 z``9w;Fq{2%aY%G_`{*az3#Cs5>Ir!cN-UY|Ab$1;XY#Ra)WK%KdTTm7SJgMs9e1YA zeUuwNpW$n<_H+OfQV-2Mj56SmY}kEgq8mu~S?=r<3v1z4H}wSBxBm2d=`A1kNZW<m z6Y?VL)lrYQyEoYxT?tG*<tbCSQcL?0CIRa;7-Zcydnxx4*rxbLFHn8o_P4tqG*IpW z_(D*|(wn`V<J^Ax#U!jaV1R(%$mJ+nk2lqYvtA!sfT}sK-*~57(^_QdnfwEE2y#=9 z1gOV~#lav4xiOYTu@xUmtaB%-cZRSHu(rq$^ju_|yg|+Ej&#dC&wixBqD+7tJiL^i zgYC@0mR}kLS?|_CF;nUTHN%Crr2`RWf!|aw*~JI{Yg?$u7#~OPZHetCO<h^r2^xt- zUufn&EwM2(y?^T{Mq{~n$AqjPOAe$gUCAaBoC5Qq5Xbuy^fdkBqu&+<BlrDH4pbs? zD{oP`y9k9Bk*b+d2YMnaKZYbgDYox?I#QC7=3bPix#vXhNcWc+ZEeKr*j@>T{~K$1 z;vhNUO%UF(Y&kw#2t$gMkV_cf)nW87-(%r+?b`N!-&wi3eKBBv<@Svn>bBN0aSrJO ztd1FJHyqV&RV4F4r;-$BaF9lx=I-pT68wh$8`(tibmd-%chg+ezh68zYQ?YmUxHAQ zFWx@bM_p&>F%el4XCcV&1s%>$M|PyGWzUcQCd*l$D{TX{!~P*I)&>P%i{A2gRgQkX z?q(q>n2Ix&sPMCfNq}KK&RBY8H1q@}t3!dRKzRwkK<t=oe5`?7=*WBm6hqP={CFtZ z?kisB{g+l%CVar!T?7HEy}1qHB$gn&tAiU<)k703Kh?Pt$`!bVP#@yc64-Iibk7{% z?yg5vv(_rf)JJe~Y>^wFWyOV$qj#e#?kt(+LPnB;V_F%<&*FRsK~^K!kYQ-}mypdO zt=&-hrii<&=o_mpMnxCvnKoENfU}<xLVq6OTo0gv*7q$7btgpN#zpY1=^HOStg&FB zk692%Re-l!yY3$spt!uVANqNmrRUN}H(x8*gBDH?lUzd@&A@jID=%x9{)W(Sk~<ui zmipj$a(Omc-YL2(mmv-le6D4%^cgG)W8H<Z`FF#KtRGqhvE6^M6Ev(fGUX2t?JM87 zE+(&T9x&mL)Fq{F*dM=}3jF5j-7UR^<1<n9M}kxwc3ydqRu_ai=z-}8#SbeaaO-ea z`9kEZv^!d^?a-yrpQYxpZ2JwQJJVr~SRvAX=2R#jmk~>JY4sft8tD>z$-JX?%1;k= z+<db7@~qJJg!sdsmcG9sS797{3#I0B_sB8Po-MIn*!M60Sw=(3FENNB#$}edM<wZa z<Dlt=_j2sO@z&p|>EA+_Nmwg>XhV8jE*NxYb3cb0!(LMlok<(Pm>EC;dDC$hV#lfI zz$ImEtPvG!G4d5oTxNu^own*w6>cM97gyUI;=`}zVLFyB6Ed+QjE<=i=JPMn6%WPj zzw~LF)TXpAVBmu8$EIV3RfkP8_m`2kP9kWU1HzLULyU8;U5H)%i!q@v;**l(fw@;x zPXx$BZFH55)v|cvwM`%u2^fO>zkpfhH1JSw0xWxj2>ryW{tRY~#@Yd8fm5w5kUB#= zqpfdW$?GO{xrAqw1yYl0cHUsT#znEgJ$)=4%^*rDT1#_A72y>HJ9RL8gfwryE=@o} z4RL+9D<J6WM!nUqlq$C0llD`Ik#7SpxmnOI(`KU|E%%p&ao!q;!%hhckWN@WBNB%+ zS|k=(P;N#r&O*Or2&!&FK!^G&78sXyQAs#V?ZM5H@wV3+#tQl>UlTZKw)QD<_A2vi zaOFLP_Dp?xIC{mbca<|22m9HaWwEg0OOH_Nj(kOa>62EJTRkS+?!B(hyrg(B0uua@ zN6cDYtFE<-(hDs+!g^E`lkJjb{ggZXNv-yf1oCWFai&x7w1sm%?3+1D6|x?yW-WM* zkQld$0()3|PFGGG%$$$14*O-sj<<#n(Eii1M0`@J7(cp&2Y3hx!<~%Lr9+qMT!wI? zMz=@x=Y3+_-Wi@Subl{3cl)Kufukv&o$sPNSk)G{PB7Q=%kr1Lk7J7Xh~*Cq)N_hg zIE5f--n9Va_?WjdwL|!>b0(J$Dhqw6obqGyC+Do2R{zm-h}_?j&K|4P|I!&tWCD$W zg|@_PAmIxy+VJPV2W0M!e6a<=y-CMZUGlakw-z;jt=;@=c+>5oA^HPIYxVWcQN-qa zAT)c$Ud1WT*9cJ3De=>WJ0~_`k{GwAY%w=wwTz~ZLyZHdPVY5qFu!z}x^wUDOZ3|y ztpBc2oeN#8)9W=!lAI^Lb<Wrvv|K7TS6$$mRD8ltKuKUj<(8Muuou+XD-q!_#+bz2 z)|EN-{qklCl`lS8*(-LJsBQDEr)Rl*u(2xS(MvGKM9dc!$XoE~3T^GM0HPCjb+6qs zSKGC71m2N_w3eO6%Qv|-N5#=+d85t5mq|8L`rM6V+x~@)Mw<P{jq-=nRm4;jv^&CL z-oF3k?dS;^I9?KiDh?Uw*mkA;n}SxNM9Nz6`{JiAs)@p8M#t&hDyG-nnYUOmHQtx6 zC3!RHV_k2LPG8t3Zamg^dN9_3%Xev?x_H4FsNW#M25{^uLE8g0+`-eHUR;=%tpbJ% zZfXZx5@}<aDR#iTC|-sjz9|d)UE?Y?fI8jjiG1~y+*1z|x3$!5tTvJHE@H0%<5wv# z(kDO)X$LR_w{B!=^D>MM`Z`g^Db{*L8MX=hPJsDuc6hf=PR2&AVGeb+Y-3juH_xyc zTlM{AbxiPI0MM(5RFRIooQ)Lv0=oEq<yocy_E=C$2C>zkTbJrM_3$kDuxNApYG1+) z&#^=hH-Afg?Ad(`<2Z5_-GWyO1pIK|z$tCil=|Y0<)mv>48()@|K(Bm&T`O}wKCz7 zH$b^TmwfPuMlllnE07^+QdpE1lF%^;-B_{iSkQI_yz&yI7JR&T^Ois;t@Ui`M5W`C z(!t2|#QvScXTBjagxu8f2%;Gc8;Q9i=U>2x>s{}e{R;IyXu7V7w(4Ej==jdyJfJP< z1=0xP+<j^xHZ7Oq*YeApgZl3|2GYIjerj3H|FPb3Ei}(_0Pi1IpYt#X=kwyIOE1K2 zx0(H&%|i`${xq}tH)vCPWa;S&|IfP?n&0(ujax6xNHxB`Q74S+{G$wXGhZI^WZC?n zOOukODa#yk6lcb^Ew-N5p6%1#aJ#H??<yt*<GIg5yxB1KDRU=Q?&^kR18bw;R8*J2 zKk;oo5}Bpf_A`AB?G3VM!#zhr>p06&_32eu9X!_wLw-4em5w})hf%5yM<K@^rI}WA z-jnACI2HTd^E2199+dSJR>w!NaJ-LBY}?zE3{c@EFx8pg#kNc@ctG}-Q(ExMG^}4X z`Y59XuHBwoZ+rLC5S3wKz)`U7g(8L6!Ch0*)mR=n;o<dk2U{Di0r`2<!ZmrzqOJgP z!3jU8y@Q;RF}Zr=+5wZid4JB~TKqX?Z9gKoo+&Bna;jg>X1-_wmH~1yaD^6y!Rk?! zUrGvgj|TxbHWx#ixOBGV?b3I8fz&sx_;!p{ua?KnOss7|a0J9w7qCd43R8mH3D8J5 zS%GUnTPG`ua-40F^2|rzh(rhfvkM-hXYv%T)xSF7_e!H;BUkqf$s5F51tzk`;X>o} z%qo_aCg208v0NWWHVf)g-DR#Hrf%1`U)9I844(1hu5o<(v$B8e!r0fCpKncBKYe)a z#6L#|X4i+7uxcR(;_a-W7jBw*Ii_d?cg|s&{6l7B7a6k@0rNhM9VobQdu9j|eR_{- zl7=SYV5wUF_7v!!Ny-~O8%-7bnpG3ssE{fXgkVY1lRgcd`Ih+(4W`PA4T(&9t4>*! zank6s+4Df2!*=xaN}=bhG!$7lD7gKU*r-pL&AGD+R2;j7w}z0gEB5{=BYrP_{r$>9 za>HPAvD(~-*zx!Ob=xMFJ6zw#?*<<G3mWU*02^}Ils%{=PW(d(ucWhsY{!T369f1O z>MC+dAq-(m)-8?Nw@q9}X&!G(i38ErsR>z{%AyUbgO26xmD+Zvy1Q)*=*C&mCb>w5 z6w~j1QradWPE^GfI|pU(x=hoHkvL!0PQ20A;+riIWj>Y@=hu%<;~rd{`NQOGKltaw zV0I;R`i6}}a{MrO!psDiYyM^;ugV=e%|0J`#p_$`@|&dBwpWB%ls9)`@R+?w?2B5C zaz@F6LWV|Sj6W$UJrN)Z0RyRxew%Az&%s}51D;M7?Pgj2#ejH0DWscqA6r<IKc=D` zauXOX`(d-&rvJ$TZVNvqW1cA1DOu*^8NZFVTXYtI0W>%}nPqb(;d3Tprpfxd9Be(` z8v=W#Kj#JuKPBVs#P)KSBB*sI=>PMB9?9Q}4Yacqhtp<C7~juBKLy9^pzBs<u`URG zY;{u|``u;S2ZPYO+`4J4wGw*c!hx9oJR5zuc{Ke?mN4RM?W7-WJ^<SPf1zth!0^$Q z+m_aA-`Qqjr+_7eUL8Fy0gJhT(2M%nUyh(6Kk^1|e0kEb=*ql#X&uwQGugqJwumwm zx9{x}DvY>)#6+>I8v5vzL*|&d+nAG6;#__a5$3Ws1tk((c7YgQyp{K?aGDXaYoY^T z3sH3!>;rNj&5nr!DzL{0zW3*?7@c#mlaCtt?$|Xu@g2`!-{_HTw!akXEAn6nG!4f( zT)JyDcOoC?>xulg(-Fi_r}r)f1coK%b$lD5m!>~b=Z|z9pVGiL>oZsLJM^iS-*+-6 z(qnVyA))ny)4;#1BX`M}0d}UXLo>7VVl=$_ltUGx^SnL52jE2(g)D>D$CN@kZ!6|> zT%Pyey0v*2krjhdbsIfd*z7PI$;S`jfE99kOatDwZx5XWzp}tC_cngp|5A7QwTV7- zwf;ug37S1|Dx=e!f9`FXC@;gk>oqcgd7FsB@wIcX0z`<%P%qHhYK39E!ZS<&ONn7u zZOG^B2ZdhO_br^9+XYmip^D{`hy$fIDTZo&%68<Wt^6?dr|gY2pb5CFiY?%=&a5^~ zH3ax2s)~kQ8o`s}9va14m8vCK@%Ybsav-yxA2M&5#hWX2swT^4?N7RB^VT1(s5;a` z|H`fWDexFAIOcUm&f0aZPrMAL^3=FYZ+069{_R^?t!h|;vIgq$f~Ksmk?nGuc7x3j z_jcg2JhOTDNNx3m6XAh8YI*>ta%4m0iOL&yZbw&J{JUk<Q386o_M$ojO`rZ3;y;pb zBPFaoJB(m9bkJNcUK_rs$f_#h3NxZBTm;Cc!bl^gh4Nm*u2Itv@7g3l(m^xOb_1{b zp{Q2k<JcKDP7tfI%=Tv@@~185r$#tjhVWbynx0U*b@RQPk1|jfzHWqo8r}qlvM8_| zFSh5TcC^mdq;yllF=vF{))L9-Aeh)iNd$!fXnyV6eLI1Pq=$Jdvbpq#u3n*o;Xb%` zmR@c3wFTc?)oV$}kXrz_>TIDVL}C;2=j3YMGO#5o%-{hh%ewkNpuxOL1rmVA#&{=z zM?3Ntu3QIkiCdb(qzPRm-FuZ&zC%C!BS6vo7+ilGs{$aG^3n;+BszEcRb<;krJYmw zu+cx`r~H%lBeJ&^@&P2~EsM%m9H5<~mcWtA5XMZqOcZTAlUmz%i7OgTNZ<Pc=T4?z zDK<u^fIcbf8sMbcSUOUZYah5WNlECi6=aw|D1!|yM_s*#Hz?e!w#H%e0T-o1=JSCe z&5d)%1y9=>o$D56FV*L5-2s?cmwZD6e}tRmd*wfZyv^soo`v*cy93oOb+IzgOO`b( zOTFJrN=)wk$pb8LH&Il22A}_5_OBzGoYgC<R}OBTw&Q}S8)tDI6Z#%9tM7MT2Y6c( zM{zqUOi){lq+6z90J<kkM!bW*YWi-WHrK@CBS!yFROF0F(d<USJ~5o?@IDUJzBqS6 zdd45`)q}!;#Y0Q7Yg}ogzl6*en=G^BSxVDK7P`rigaa1hONw?sSKrMhHVH)&-N1f+ zK{rO)+H<dt@I-u+3afbp2nq6P-7C&U3$`irWRJ#HkbFB-csu7n8V~PlwB<eu!B(D> z5WLB%bw#qtm7Bxqruc_Us@8m9AD{{VR6b`zo-Uxw%a567@lc^N<}rm7|EeFCxBedd zfEE-OXF=s10I{LmcgA(%;ZFXY>#IYJiO<c{n}Pob33CdkBioWt&<Aap%LEEXBcw26 z&U$Im5=s~)#6~e*Bn=e4lvaDd8!n9IJ&QVrbMlSw+B|MdA}bjis$x(Trn)pfbFF+i zrkk-%LJrvm@jvC6W{8dE0o^R;QF*xJ!8;#Td0D4k=+By!H<-UOpqhQ}=sAI^mDsyU zR}MBSBmQo-1`WXnzHE!SV8H5AW9J+6xd^47@*4vs^J^0aXp$NM^%QMlUsnk7v))bE zod|!AnLV?evMR)8-L7;z{?lylCGZ`H^gOjdWj+;CpZj=4{-csiQ-jkA=VE=uTf#4; zc{dh_u=E!Yzxj*01xjioIo*z3G34UzcCGqnN6T+b6?;9qGBi2*f717T@TGMx^@e4P zAW4qtQs;I?Df`9cxFX-wRo@IvKT@3E#~1hEGer*?D3<-WQlk@2`WNwWhr`Hw)Mm}u zvogpz1g&MY@ne2nRv$K_sxBfGSEQNutqYvJ=KndLVIQOm7n^bJ8HL?5!cmpNPlO(| z{T#TPA8EKe@uJalA`(8Tn-}}_g<XvUvI#zlQ-*;Gy<GQW4LFJvSTMxD!8s(Q90RNT z-vtbcI89bC<_`#+L|kYWE9`I>D3bJoi2tdzo2gc0EBvGv?PxLJZGg#rQL~+5q8EdZ zH&EO#jMk@}p#4deSyrXKEDnjQQ%2}~Q|%sFK;N!$#y3na>_B{rnm?|8IA$H%hIkZ& zKNJdsXVqQ!05^4?m~A?ExR$AgPkhKdGav}Oelm#xPuMUB%U{n(;QrVsb6US<<%tS~ z4Yj0mQ0XJWTQhrVO>EZHdBavC*50$9b@!o?lGaX}u2k18%Xl~Qn;ST<8W<$23b0|f z_6(Qurk-R+ng#U{lob$4Yl865C&$rjjvF_}S<w41+^Dqp9I#v9Ff{n7!D%M8<WVVb zb${S*Qnrwq+xwaeJ45(0$A5pk)su<vLzaQ4n0I!JFnKmlui=deVeOddr>e3xL)^_U zW`K+MgJqKN|9CD64I*me^qnYzJ9jTDqAd?Z`}sq9F|+1E18?CoSg+~7BO{(H-#PT1 zJ2kk56I4I6z25~kP7P&1g+<?ccOwBtDE5NiU^1wWS%^Je`boVhTFNABIV9Cm5tr=& z7G|!B71)wPTgQYw*-|CZnLV{D0e+N)RT~cJZg`m6%-!;Y;RLbXQq5ovX!^B<voK@K zE#juZ`Y+3>m;li@!)FLjZ0?sv48QWvZ3n?O^N>f^)oX0ah``$Z*AC9a=a4Q8weDYa zrKnXxWAn#Qm}Swc_#*D9fkz-umzy#-C;x!=<h69!eS7W2u6}UZc)w_9zlkq(Pg?_m z;CQc8c!qE&4$U&pgMAVj0!$+Kz;2x+FPqn0a2khvFt&b}@0b+D?_h&etm`J{KD8-F z<rt$=N24Z|V^Cg|(NkYajtcSlCLf_)L^<p3I|s0!)u|%eqhWCP>7=BywDr(S@9llD zYx%z5g;;TbNu{K?Y(5B3jSuQFhJRbH;t!O^2RT`PLb6&+&3-C}^<SU5GYlCXi9rVF zt-=*VkSi5tl|e)McKW|7ynQBnow!BjGQ7eO=fec2!{Mi}%$EP$UN>A$pnI;pe2{Id zCepaNvU3tgmsRt*j=mt?>?4a}GX2Fn=k0_?>EB8ghPySiG(Ko)i1T?8O*M>m>x2Q; zP-@5Cb`9@1oOIth9u-!sED?Turx`77dqJeCuyRocee=tmZk_U<DrO*~ESb}Bf~)tK z{hIKdIU8WmDgDdV<H-c}EUwtLK=#P+IZ1Mal$<Cj5%IL_xaxdX7-!WvrgQ|o=)}$G zok*5%6!I^E9V(-xE=gx&F-jD(J#4(`j=RjOt#ToK(C$l!PGnl_8ED4Jmrj{^n<4^J zqgX@&Uj0+n5a64Q^?M^bS2k;NQ~&D@DA6%d1l-qrokOS4T7|2fZq*iUzz~1+ONkSl zTkl3hT51`{KQ(qtEU4i1{Vv(Z^)Fq`V)Wbca}Klv)&8a;;xt4)T||sw*2d{dpAb$~ z=Wh6L<Vs_4^f__YgaM69-K~r30S3B%Zz|(-iI;!mcq)HYbGd%SIJf&?w#5~GN2Vc7 zx7^CXUhmu65nN&*&TDe{h^(G`vC1TEO^dKJXsMM`Q5H~JeHrDvbVxUd^2J*-AC-8` zmA9{zyAM8gcqu2RzhtWK?beg_i=2N~B7*%Ol-SyL^_~IMF4$SMm{Phoe<84T>tyv| z`B#$r+@<I#ySQO5WXO5R*}P-Voc+olX}$@9_127~M%%!1{Cnmr`wphAy|_Ru4nf=R zT*LrVnQAVny1me-tXHirkpXN-%#CtV+f(im-@O$ucQdx}Xe0gA0|HT9ZPda<+mW25 z^=&J`ZA0kbuweZ<GJ8otu53?vN4MQrTo>HK0dqq-x1yHYrf-RIwu_BUQl5haB1NBi zMncPDW<Np%64&M_BxS^zz*m^SjP$$M$t4!xN)K)bQW+c>#!8Z8O11stIdY`D*TC~H zr9x|H_lrAqx|nPRXnA{jp?<&Q)!nuZf7%&md?dnP>GExQt^SDyuWK1L<gHs}^`791 z>>^w-0V@4sbItWE)*z;-)m};1Q#V&$Yc8MP>9t~HOk{f2xs4`2kNs3pg&=ZJ-rvl_ z?XB4RDBn&-I+S_dG&y-3%r+Sec}_&s_*9m~9aYwgB-vFV{G25qOTr4N_P50$k35mx zfc~OJBQI5Sn|x?F-q?>iG@jZPsZ4*9vNLfV3xn<$<>cByLH^T?DCner^Oemk=$=ZZ ziQVxfLH@9{Od=3Rw~Cfp{p?g9nG0CSN&NSE(q9ehCvYPt*t|oQ!@n^HUBkom!`Mpf zFa_fvxp<t4s_(}jidSz@qY=d#_pBwsF5X%dQsT-vhmK3!g&okK99xp!U?kP~{J2X< zSqaIzgijytK62Km52Z?m`x6&#CQJN;4xx?*KUVI&iL%e|<IlZF*t^oXV`3G}?n{eX zv2-j`w!5(y*wEr$jG;s7e9G#(WA6naTTfIjnl0sZpfzhR8>MH_r`3>mIB(zk`e-9L z33gyhT1r@NxM$}a>eSu>)<kY!yR$J*YkzFnV>OX|TLyrU?p^E&F@X7}9;u8)<)jdT zxJ#M=Bcf!F;QHH$#_96k_+!nItsXhr`aectu+dwl4GgeeNr%o1dTjlx=L9Gc6|T)c zM?K&((kY{}<xi+$b6l|X7UQNi*i-+&OOh=;?caV;eOV1n>_$1(d6&5vx4zRlp<CRQ zKd^&2Da*Wu-*GbL&j+u6IRDPpa?NFM!!Wyj>L<4DBX-2AC1UjPgSTIj(6L#evJ{h- zD2s3J-ZuJ94dCh_GJRc?9YdT~-Sk*yV^W(3HYAS~5LZd@eh%HE<%zWsP%Q=lJMo*l zp^F#4MAiA!(erQju49W)md$Ub8Krbcwv=Wf$P|;7sypa+DuLzG$v;|fyrRUNN|q>L zSLG5B#z2dB7FZ59max83mOT20<}(rM-w4#dV6`5jEhr!HsVq442%NF87a6D?4fKy? zs}1DUfH6P8!Dv&bwf)cgi!00a`F+(~{w+2lX00RyoH_T<yX)?$R`Xqmq%4a=LLE1H z*X1&_Z@#x@HPhtM<Lt|GFLw8LSL}P}yu<pg;K!Y&UZB)+^0tVzP6Buu-Tv75)G)P# ze|?wjB;6U6<VU^j?%aOUdm8bfZ3(cp8JU)TUgW%qN1wU$iM=~3&O8NIP>|T5U1^|x zH)TwHiY`5e^lcb;b-|6tp1N4KPkAOtdIDn~+nH3w8GO0F`msN2&~AE0A9CN`zOU7u zxR)O*KP?O7__>{RnGzG&H`>4XWm6V8#ogL#uJKDBvJp6?PG42%wXxRKrul}0T}Rjd z?bM`IvC{wU_4UzWa_0uy=qHt?ZH?i+Lw%XX98GJPd-WKPT)Wx2^o<<KAXOHx7)@Gl zyJcXb|4$qxD=PD_CNR|Xo#rH4x<svhfhX{8&50V^!@_%}VBW{$(ED3dj-NFcUk|E3 zsZ2mXoGWbLnP=#k3`}q(fx4C^YFaqWp}f!@FurFrufg4|{>m)Z<P329ys^Kbw?{MU z#bxIqKocVJ(JgiADzZR?B=eLJ8-4Lx`#TQP^k}^G#1a&mce9TWH(87lZiu?PzWHF@ zxovh^7B_EwQ(diAn$n!-fX${ytU4=^A@*jSm8M90vn_wX#WXGWdk;^W_VZG0vJQ7( zK5Ao%#1LPcGOuibn_<c?*qtw6nC$B;{j08Dry-N9;dH3#92$gaa_oM*f>&EJlpB}V z)*$ULGqEG7C5oZvku~z&2q<Op;ZA;8r$WoOS@ctwExAMb&pXf2=f7;2nk=y4yQdmg zkk$)!PzQynZ^eD8KlR&YGum|ad(<i*@6hG2{w19?=lZ%1YvL<5iaw%T6xyzGU+6zf zbdJF>FI4%20~a<U9ggqOdG}HDP|2pkvJfnADdSyT-IlW)iWW2f*y5cq+ce%1Sn?$b z9H+9339FUAd)z91B>uU1dr5gx;eKF@=0G`c<4YVMc&k31dZPAReHpKMw`<hfeSv~E z7Uj{-E+I`R7MP7UN)->03nyi(FGm7X#M!bUu~4SfX<E<kpA&ulhwi2V!+&|zVoFdm zHp9CtXm66e;r$!!slG`!*mP^Udviar$HWpJUAFw=VPctLe1reNppd7O59qk0j5}Hb zPoWsQns4RodV?K1tu=6QDGof}1<;IfSrgVC(uQ#^qZTu16nYc~VNax6zSv2?^5_2v zZTMwQ-A6HAtV_4ak69?GRh-mpS<N)38E^er{%EvFY#3FGxI;TnZSay>he2M&4UN}@ z5mj|(2fui)=Js``X5ovxZ0BracKBYGrmM11@}-mDicO8^kSJ(`zeXz_{o{`9@@gl8 zcMchDjPZLS2Rd2NmA!(7l_akW6Zcl{tvDN(HuqJ(19jf?<LPjF{ebm_$b^E}w;O^r z;@8!0X(vF;OErLdFHp45zq0p<u;HLKbn<3b0<2-7hA3XOif+gzX7{x>9P|aV2JO%N zXS#}b#(0SOjJ}mDc)wc?_ja$qeW&M+P2=da1r@RzumWQunG<8Z;lY#I?rXfOA7P<m zXHrLeo%~|lXF~9zE9lE;T6BtFv*Z)8{i5LW9^z}+G|!O6r~M(w_^3L+GR%lC>~YIx zEON;r2Q`Qn6pP~0;x_-939Iiswbay4Uy>Aek(pUQ5G(%;C(m?(4#QQ}a_imIV0S*R zHvl0ppU^fR0B=Q|peUO0UZmMmeU-zGA%ro1FM-zQmw`SDqpxk@r0!Eue<%WNTA2Up zdS8E~Zg=jFE#5&VKs=Vaj4JLo)`{UT@^8^8n!?k06Na38^gdDC+A-$DuO6u(jkH~< zX0xVVV}gB054(UO{pgPG^xR#IZ9mH|n3GlrH{m;-5ShwKMJ4*lgG0xvw#tpkfYz8C z8n+DEQ%l;xp3<%55xN{{+w*s}Zn4KQ^l9dsvLR2)Ym`x-Ey6}x<WHya{>Z){ltZ@1 za>-&A%q^8oPT2~8i5kc8#AG}Ryxr$74gj_A&1mbx3`s%~t*JuQ%>!Dx8jv5ATZ>0W z0Z+k*Tx{-Gtj-PPYcu%Shmi(hl4IG*{G8f_u9WibtNvQ46pCQPh2`Dr)%>k-O!<=m zD>1HOHgR{_jh$W9(QUJ~7IZiCR-cuOM&si#jb5j5-KNgApkdS#<jM)Cr>rDWrG35h z4)J@#P+Zp9<hJ0ASkSUoqJqp09bI%+(00@3zS!^U0tadY@jC+)gc3c*Hd35F;qrly zxq6EFz0J#`Sf%?<JJ0`<3JU;LHIsO6Jv+*~s(W4vYHXXGs0<Q({4x%%6c$@ZoqL|3 zV+T4CK+81F*|2E|!<9oa3%?uIlU#5u3s*d0NEviAWY!)eN)nelqNjkS%sa03^bIu4 zSl-%ddF5F$4x}@6M*_3F(EQG=y6oSV50bnN0?!3ctGrnn?@DA*s+<lUYRu<oWkds! zsL{*```ND6#3MdzUp!)9%g-t<-41FPlsV90RoXX;#NRdm7PwrBE730>V1|T>qI~tM zT`71cDzKgg&`>JyViN6q_ee%uRu`P3s~d8XrySBTp_{+kx4Xt&fBj#dZ~dk<s}D2| zFL;*aegNIG@BY#F@xsQGSCzc?_^F*fOGHTOr0iKwg;;h{iSG=})TcU577<J?pvA$S zHM4tCU;)e4pX|6p)v&)otAB>%py;5EQr~+rNlho%szs0wyE<<>mU%y3VFjQt8)Xb+ z$jR!Ue7F94I!$+Tz^rS7^Z20tMaO)4@Y9{f4<OR<kN`R+Ab+td$zqw;*a-8rAW0JU zZ;6nf0ivP7_JPXe;!!zG_NO>ojrR4NmGC~E?M2C!yg&Wi{e_if6bRF;(A||Bd;U~v zmm%Q&iGVcs8~XM^+UH9jkCeT;Rlx8<_v!!LH_;O|_|ucll=aLH+sO?oe65sjVo+|S zD5sWy+u46uAJkJxO(_wz!0j6w5?vCxds?}0hOAo<@9(EM0^z@+_<u#%93Il?vv++( zbJnVDrKtHSKb+|wen2guSvUNThe2@QU;z5A$YPtBK9rB*U9IK@{{ci{Dn2+U{l}4* z=0TSeo{~*6u;Et<q5(20V<DAZ-B6;r*;U5{R1oB-!o$4uI-iM4@nrvN#geag?u@b< z-1TD?-XvP?Q>{4m!Ckf`y}8%);2oK4tp%?->9<Zt*R#>jsfQ`UFMzd?OZTKC{J*Cn zzgj9SACEN-%7~sLCojZx%oPK{)Ue|rUjIWOv94W}OUkR;Dc3U7j7@To-Uol*hTu=~ zpRahQn-t1kGuqG1r#>|7)`j|I8g4rt0cO;%EtEz1w6hEFb=WC!$<#w#9?^&$pc}UB z%0}vLeNeFeuDF>N0`3n<oK7>u?CbD1EHs>zzNu@8%4_aAd>-BATAI;4e84w>R0}3o z=&bV}N~mO`zTf@#x1{OQk%qqxSu0z@zEK#W`|JM&vTVP2jv6*aF2;*-jml>1K?3n* zg}~LE-69MBp}<PX*^pKdU!|E$#iEw~Ew^dJTT1B98Sf6dXvMUT!~Ja8(kL~j#QxGX z(tG6FtH^oPHT?3xValnc1EArM9W89bsXjtxW$={ysej~weaao+s6)+8Niv5e{fX9D za)~fkI)O3>?mZAZT_=y`%HaBBdfE4@T~~9f*tYbr+=YLnnMn4T)d@l|^5~Y%oYf2Q z^)kreN>oIadteI5);J^;P@80+tGbqYZX&hj{Yd+b=3Amtwl5n<+G1Zd(3_f~SG^9} z8VmbSrA`{>&1XKc!Gp$&{$4w;jHNMmNn)3sKyJX2bAMPcsM~2^U){#+rS7@=-=ck; z;y-)1*N!JPebTEE8aX~a#;i*h1<}q>A9`1%{ia}!o2}mbuk%$Q9yv|Z+fMNXlsM$P zi}lcMU}|!nswpybA9rj}iZ%oehceQ7qmFQW^KejFu`@ypB#<)zj<B4MbbJ;T>4m~d zp(|1LkR<0>=bEQCGAwYIiMO+EFP&;I&+j#xeCgb9Wq$hKuOGHZJ=>i(nW!p!XlGWI zQ$H89DnxsbHsF&U;i39w?HZ!nAE#Xe<r@&{fMs2;33mA&Lv$4SY<rTb5Hf2XWXU<b z^!Tvgs*WXUFSn<7{an28h*_DVT&_xjVF=$2Ox;ogqRxab@`!>y!M*HnSr5OO{zBk% z%@7wyH8?lc53kp!a-X6CrsbKGVeTUti)p+-JSl)^iC_L^&pRT60?dLdm=mqxT@o<y z;~69&J<#Y}+;wlHR3)3|WJgyNREqPIbq7D_J+b%i=ZRBS`O2KW97b==f4ICU9;GM8 zURc`8TK)pQNk<+^vhIXRlYAu9p3=72>S2~@sdt#UOty2h(Mn;|0l|QVHeIGJBkAM< ztVvgI`gKR{`r|lnoWV@iip!6_qM{ZcGW5H`rF#+phG4<JQ-2O|k!5|3%!rNNa?!wl zeL6pDe?$Lk!kdV@W$K0ByvmAi6Iow>i?R`x>iwpxv)8c;YkPHvY=weIqs#2AH&2gc ziXjzMXjR9by*E5R9e2ikWRucTv3IfZ`IENLz=<FwSe+8E{tDW_ACT_~Fg=Jrx-~G` z0kb<-<IFC@8<P{yg>;vRz5@9&0889e<Qp*1Mfv_So)YAHxG3uS>O|uX5*zTpaO#wm zT?q^=;|9J6!4_$nu5F?t7(dNoUPKU!BhWSUaM>R)r;xdz5FumKjBQ@YGtEKXu_d%9 zReC!Uq-J*5VySW<MYcw79@=Zd&A7+91wH-$9G!b0)BFF&PpMQw?sv*<30uhhc1n`_ ziQI3Q<m5g=%(hCoUy^daR6=qcxrL3)o$V+w*SRmZ4Z|?A-{<@LYi`>g-k;Cs{d&J% z&*$R_x@^*8`zv|*P$dE5<a9u|=l?sWZ~TB|7m|Ak&r-#DEVLW-hfNz=%_CwC;g|O! zSs&2OAO4nFOD;UH)7&`f?-*RGWPZH3+1vxThCQoSuP)r?NFBfVN1#Qhak1>oI6`c_ zqY7AgOp^wzT)rVvJ-R}*s7Y_T%;MANkDs@KN~X34o%p~UlXvW<PF{qX01>VZ?)Q|G zp9dAqw`Pd39snZrw^|Jh$NyZ@)6~O;O{S-sNz2jg`IRDG05pO!Pp5QvZ79L2oL#!6 z6X70fHQx*cwNs}-8kzh~m$$(^8T#~I<f9x77~Z`St!IKqaIW$;v`4*jP2OBSQx)j< z&P}t8C-{HH&;uZ9Vh3IL1>ljbwD?q>bDzwDA-h`uOLrKhAi-is2-LFOy^{1o1>c;d zWZ<zW5Y|2f5Sl*;x_`9y+M3TsC7=`>l|x?U#FW1VX?BnLsiJ3+YtuFivX3Hm#8$<6 z0P$J=UY$Fd-3zO#?E(QIJAGl{L~RJ!-mJ9ee=l#vNk{RbygO(es+>GYZ)mopAu*b? z58<|p7dBf*v?R}PsDb#56d(ZT-boNq0-cWzDL%fF0X-yo8SINJ-lO7omKpgc^#u)M z#5xfvM*ydgJGmg?&d_LV&EB)GK8_@g`1=-#ENR$AvSg2;dg@^sR1wSB;*$Zt15bJ6 z+ZWW&wi(zv;vzlUaUs>;K0HA!b_&JI5JHnXU3>rDILPS;`*spnwjD#kmGnhChyb)T zX)re)la?A*SKIzo{IC2X2HRc#{!HB%dwL4Hm@Ht;7p>s*WxXdxs3Gko3=h=M@@qBC z>;P0ioZP0dOBwv8(9Oy^YcS@f>G}f({vidCEd^j9McwkqWir3UmRrYSQ#B)UD~Go# z?M-ns|5NGie<r=qnomvup#XSn+AW$s<;W-&bl=NQxkbWs*Jb~&q4%X-)WuBzFdP7N z0FVlw4!Hhka->IfHPV_$K-q8j!wC-Sp>Wh}(5N3QziB}B?J8|?vHktmeF~?$!?JLa z7`1di8dOQ)yCMEImy$r_wV}?XQ?`RZ|7QCgp0kzwI}-PAs!Af^a!X>`X7c3Mom#-Y zAZe?>UXdR;whP^{elValUU9Rq59kq$d3#r`r^u{T_ZeMv0Q5<KFC{A7w>qAuKC>w` zBG%X-n*IZ5P<lEYA(j~SY0pj~MgT^L^_UVsD|xul*%$F{w55rC@lujF7^=A0C0-x^ zgRHvIzSu4h4q%a^+>w=x$fXC72X{w%@>p(x&#Iq=HN=lY%@z3~K4UE{YlWwr?t!sa zHUv<*K7utxw`NrZrgC3drf?s9CE-N`nw^$Qt^|2=I?w~P3~pS4OAKt=I?+7l+7$95 z&QnofT*l<)5xR#iU$}cdpFb|oz*OQ_La%P@$-t^wz&186!G{~r3U05jv|$vG&!kYK zm;lmy$I<mvT!&4QEomHtIZjy|mycz>cCI`}PJlxrq{^RrxDiwaUx`;b-U_W9G-_W+ zMvO3pwp+lmChubQ42jzi;yQhrQPc0Up!cZL*TiYifa{3I_v_ag=K5UUh0O1dHTUac z#IKDhv<4Cfa$DZ3hlF;-7R<E1fD6LF6u!Zkh03gUxR2wx%tS3S7#L_0Y1^25vdELu z!)k4b^_$P11mi!)hr+@g+XK}pdt&SGNcpM9h1B_RU2zpCK|NbwWusd%i8B;zgEUo7 zTspKjk}gL>3!sKSMZ0t6bF57Qi(B&QZU=SiL;WIKX!&vcV)9@Tpg6!qbvwKJW7?E= zY_zx)Ko$Ce<anTkz+|TGNe3lGrSHJSY?p?`9IyBAkB!!n<eJj=67><0a+~GN<I70& zcYs(uVU0FWp{s^#O_l7s*?9e)@Kk{UxedkqGLNl2hS2S%@ONT0X?rHixi09|KOkM? zfK1JVSz8}SXwvMYL8Qnr>mDOS9qn^gqfzPpr#%+{H$6)~=SRi%`vKr|wQ{4<dP(cY zGnousUG&^{6<pf=%4L~y*xjwdzPzSN|EP|Y2uYPoC{a<U8L9F?H2JJA^QxZ4`KgUK zkKG@TRxhgCml@spUup9un~{}n|ABN`n*<Dgy>uK`8X}_f{}f)f-Y^>b`u@YocTU6V zxS-K)p(Vx%$GCG0y*E3=qabm~d-)KnG%oDp;H;zw3<I~X5BOYr>xi_Tztia}w4ix5 zA;Jee<<U2Sg1Q~06D8;=fV)6`mpa_P<l}}U^s;_$BGVY(bRW8X<(x_#4(y%{F(P1W z%PcGDVlg#Z)ZevC=MA+n#f2Z04!iGV)3)PlGG8CQchkfn2PWFhe+;#Uwb$>P&bGZ9 z37V@2nzQAIX#{?x2VVG*sFW@Ct#!Cl&{b1+bPtct4qcU^@HOd)(%bU4>*9U}9%`lP zgCBNQTH?q)5oz^+%qWqNH8qvf7lTc{6q*k3?B4C~6o_fibq)qAZb5z?o9mS@x_kJ6 zXMe&?7H<vJ^-+?y5t{k&Bli<Tkd$iwsg<GHu=ZvzuSDiO6|V(_D%%a?L_|Nu;K~qu zRm~J>8e09CQUJRH)Ey>1ale~1Ng;v87D$Fy0o&NY`Yr2VAk59f{fp61!=y4vbS>jO zVuue)7%UU)1JOx|0c2<^0GA0PGFwLn6~9!FdZYwx;n-Vlbyr6BRy<@dxj*3Y^FDm> zx{HzEykmc*mf?S)zvAx{%-2ARYW~T%1R{tC`bI@=bDzBZ!6+mj6V9G2*l;jnvjLe2 zcd9~92?tV9g9R%@U7BJEkx{RNf69;2d`&J{>vi}vXH9PuJ|C&^_@+V*#AyeXgqMr$ zZq~Pwcpp2-2R7&AR_b65K*t}Xd-=({J~GsMSW%Xuz=6V&{#!9t%Q@6s6!-!hO2R92 zL<P(L%Qw+FZry05+ZlCofrJ{xxEwJtZ{Q6sm?UyUFsZRVJji=yh;#dnp>{1of8BmV z|2wth96GyShRuE_SKySNYprwTde-|CK<N$Id*7Od)341K&I%3^TC~>w=sw~j+K5sM z7Fk!@Ap?jJpM>AE5D1{k{(`=q88Yuy|IGjHoM%Dv)iKaoIMaZt*8{XZ@2B-SyB~kn zhqt6=`X{L2DBLc+6&wm0fR9Iuqui<~KQhFI-zov#<r^-iojTMyEu)c1wB@m0l|;8> zA?~4j%fd|xgBmvXglIRmq4*}?cW{4;^d?7-bPfP;q%E%~m>S(ZCcm?s<JTYX8Iu^Q zbY#j)xB2jQe$qScAz_*Q?(79U^R--J($HpBoJ9ArqL;t>mv#6UX~0>r3?`}Z&Lp+C zF)P<N4?U7{fcJH0aUD8x?SFr>cTB>)*2d+D5Z7+*<SJAS^BF;Q9?{SVl5)MTqP+L` zwOv)8x#@%pg;As4i4SbM<0L&gxPjRrJ73qiEuz}TLSRwZTRg`9A&{PJZNCBbT%pSS znvRbSEsw>Hs|9KTZVg3U8PT8xLMJ4M2b(y|Q8ZVJ%ZcD)>EAY%jJk70B~f$ClW;46 zwW>ti&vk8kr&O2RW}AyeN(t8QI>wV=Gg({Tf8eG$wB3igGLfiQ>VXhtRUsrNgSb^j z9OD@yq_t?WqhB+p<Jw1uTMr7G;&ME-X?;)73Cf;=KMk0OFpUs`m!3ky*31nf*S4tL ztbS7Ed1u^ORC&wW(cPo4;CwpoIB>eJT<=~a?*k8J-wNlcLHLrAd5%UpABhQ3@$@D2 z_xln~Civ>vP-r!JJ!oj@5SWe`OJ=<-w`HR^ikIj_%%qwW%CvNfHl|HK#7`T-p_j-B zS_rQ}0{7#2Bc3v<xa0ggtq2I0lRk9sd-p1!VzwI6Q!1CZN{CR!I8Lo=nlh`m7x9Ef zt%x9$G3tKT`lKjNni4sk@o=A-0-*@CI&4Tf&d8<H`iOw56WCJ7BWnt1)-@r_HsH-_ z_VJetKe8B~Q|mt&m@hpf670wJt48~QP<g#Em(bcToj(I3!6>r4)q{a<tEO5^;E$8p z<!u4t5wHJ|<t!uWPgU}hn;g0Yu>n>m)ah}pwb$rlNr_$Q<$jM*zdQf6_!M{!qh34v zXtB7v4B|XlMhV(aDuM1C#xSjhQ~vHH*_B-mAd`;m;9t#<67Yd_<t91sNQms$#c+XH ztRIznrY`^US{|3*dWeO6iXh(|-36uxdk3vxWEjWzZWaz*pn2B+gi5<kb5eZU^q%ZI z@TUH~JRvDMDnQ2_ADOfm*WDcZ3D=u+2nH{qPv_GjLNcY$znf8Qj|PRN#|c|`Uek1$ zTM;Fm3?tkz-6&uCfv4s^hEI1=@@PNq`VvekwChrK6mA9jORT0#aF$c_S%JwNyeSRv z-*z8D=v|2v!y02H&5Fr8J8RmYRiz{veQHPOwVuVvLay<GcoH*eF#)igpa<e0Ttk?4 z#~a$NqiJujj_$P@5;C9)gkYHcQt<sQ^J*EGa!8CEIiY}cgmABPThgoZ2`Zo(pw+s| z2zMlfww3V>edS~%`sA&e!WbQ}uLWVh01@$inJOF8$Dj4UriB;ji5X!S?HqAWsQZR# z;$noykmDi{vm~hfW~krZS|m8t!CK;iPv_D_KJLc>5XlK`A+Hp*0~W;4vAs)|t&kYK z{-?5v$QZlqRo6;BixqJ+8~&s>Hs!jZB{Vh7y9L%a3w+2#W%W9|iBq<ETG<r87irLF z7?<mH&d@di!skTm<%{SEnN~TLe661*dpEhmKrO+z<_xNQQlo(Usc}uM!UI<=V*+g1 zgp5JXtA+jghf0`fAjU(t#a_sLDq;GoKA8!sL7b673QPIEhUncpPGH_^*)7!!<lX8e zsQ-HhUxpne>jW*=k6!Khz3~0(Vi#(G<}mN9cv*K~vBJB#)K7c%cl3!(eub=od;Wn< z@-y3a>xw_Z+;F0ySBth!&pJFmVred%(1`@ov93kp5vbE)B~V8=r0x?##va>UH&a=q z>&V*anjU|#nb*&)F|UgzEKCDnM_^<s7JQ_fb{Ft^&g^e2e+9-{1veb@N=K&1T5cOP zeMvP%eO{HBS#W4i)@n*|_1EogA`}IPO)H%!2CBLn2@@Ibihm#$8*_f4vz~lx3fao) z{|I^Fo(a6y@P99)pux1zo)9}?lTa&!1@H@nz21uQMu1aXO?HH(0BlvpzWtJFwZ~2U z;JWYJkF9?;OG7XX?O{nw{&hi>cZT)}?Qj^QU)!q%R8a81{KrZAiF7RK<Pr0e(dkkf zOGs$FEWHWd8?rvpMXjsj_Im(W2-y1DZ;<6T=f%7>=8GoV*`_9MrL@KDh3gtled(-n zXtb&5ZL92ispo$!ZSN+x3%&$N@U9{yE7$ab#ugl?bB5-%SWPrxylZxQzO=q}v3&He z49BwG&`SSf-%A)(oh_*u#GUp}7XGR+d%6XCN8TZwS$)H?JRo;j`OmQ}3#ZSXTeM~4 zwM^VwbZk%H)8EdKtfcSDwFVbhzY+n?@&>?wVCr$B{JC$?nIKc-STdQ~otbwAQRD3` z2Af$kn>M?YK=WYuOb<0o<F>!n-F@(Q1^`sv&!l<u`dlA|v4GNTF08w`(Qpo8e1PCN z;a9iA7SI&Y$7Rno3!{cLKazJCZG0~VOMIugD&I>1gy&vKl8ojgUoaSt0OI!8!~nF` zbYfLdCs>n~8?R;`Q(}>)?&)En4@lM=UW-I)r~KYBcyM(`w4!&%>%EqjQWF~P71G)# z^mr2}afbSrZt;5g&wRoz?I#gU(T7ks`~3tR`tR6bdCf#ep@#Sh&ZJ!TwQ6CXO7CfN zJjEb~a6<tng7$>&ZJMqrig?LbJJv~+-%Ss*u%TN8>Z5xN4Tb#>VGg73-=OOHUVed5 z3mpToS!_YC8!T)TZK`jyyjcoIr@~McBy<@yIUC+T##}S&vz<RdA9&GJ;L4^-+4)g` z!(^vBrs29Ic_#(3@_6BT)f1dptMy8BHq3i*uXXE%8}LZ9EelwZJp9Q1B!5CDK=IH* z(%?<pFm4hM__!`ufNSc<NbwTYy&!wf41B#(Pij6h*TnKhL9cv$V1<Z+2~wk1Bn6U! zb6-Be%Z?A87tSi&i>sgImNO`Uah6xo6)Go;94pvkCzoGvrB^^%$?k0!_VLNHQkxb- zfBN84i$VcTBq?C!%{C5JZ|z_oACQ?#v6fr)t!S$5cKu!P;!_y+BJ6MJ6EXFB%Eu+= z3?3BtRU~rT<FJ8qlih8uV!MeOB#*EUXJD(U$GhCoAfQrveXwzsm%WiCSPNE8L-sNc z6WfkuNpx~$UeQ^65c(j*u5TH*AP}Ch-u;;~ME9i=d&Qsn=+r%cD`U)T{TeWyVO!aS z9jleZ3{JM|{Hgx3E@zEF^m{t=Fc;q=q^&XPn1&?1!ychMSzPQy);qPK94Of-YRsc= z^852?dB7p;;vZxq?%f-eK1FmUP5jSF8o1LFgC<L7+9*Td;C-2H$t;V4K6T5E2<fIm zVY3$O?@Y&Fw~h9AO${kN!-)_3egCu)Grmzg>g1ri%fCWBh9*4<q{*(O?tJ8w&HK*u zsn(`&6`^{_s(1-fx+V$UZ#o-9{xRyVQY~z|)Hm*sKiC8WDTJ2VRNbTZ0^fk1fFJwA zP(%9OEh$yZDteXYC;Jh}jVGG>K<2j>Xnix>|8K*7a{#?7#Of=NCv=B5z3~X>@zJnh z!w$kTL9tJrVrP^uFnX|DCz`N_VD;Wh{<bGn(}Ws!%Z{u%^n?mda!<Oxc7&%*K7&;A z#@sjn9+_6EDVgX|y5Iu2?6rU-N~|)sn=l8rA<>IZ@OuwFO>Ki}slD41y|rW$Hfv%b zW9l5GxFM2zK0~>AWd#?@etSk0X2iE(?6pvQY|`{PXW<)UJ-7|aD-^VHpw8PG_(k$a zDUVtuyekcy3k-I5Y{y-@s1;kCiiZfNPZVCiOzBab*D>dkgwcY7_*t+=MYKS<ABHQ} zc&!G2x3N!UvaV|E+}h$}>|+U2-4R%shweIKNzUm#?|vwtK??Hz#P{eiV24F4ri=rk z0|52-gK{qo=o!dXIqmYnz#(F-Qjcqls}p_fdl5I(?Uq^gaK~d=Kc_!6UzX+YCC8tD z^(^JTc3Iuwt&aPekxsA8_x~RG2TPBurmrXK-RqxSs#Wae;g&W8NEQ2Xzqdlp4QXdi z@O`@5l&c6R5+PPQtNlq3um!fZ5n#=sf`*~s$CC1m-N?`4RY!5O1K{u((+__nxuTa8 zna$`sN)#UW8W8u&9TTcNrUWR*)5|NIKZT8c)8r0K8=6hR0I?S?5bfR_Z0<}Mq0Pi< zS2DbwJCA6diiuH2!9P7t4<Po~hlnziU7kgI&HWXzg6Vs?T!{`!?;^jUw!Nrg<?SKB zFi-i&|8Dvwnl3r;)sDb`sJOv_FP6K1$Bpy8c5WX~S<VwrO>4&y{<~o`jds7j|0Q+& zA@o<r4IsTBsHkIjvKB!AL<Oy|LhwOWeuhL#50|SKqhmy;bVTNuB#N!apxy{SY!5LU z7mLJBJx!+32dORZNhofeXI<5m#xpQA*oOS9!|Uu2nIig8$8X;gy9iSS1DAf>s2_N- z#r#kyYfegNF;6Jum}4u8geDZ#?g5THy_~4w`_R7LX*zeG;y(KErf0yU$bORT_!6wB zSTeo+$i7=94IQ=5I5L?n1{%KRZndItU^bXgunp(~8$-4IPIRvpI+n$s<y(}-H{-Ve zcZK6Py|RdJD`V%C_Ak4ZmD9d&zZCn<dW!?|-yKV!C8)lcL@DZ|{bFnE)~*qaE8TG_ zJ*N*x+>w-RXjx{28~n^4oIKghX^!xpEy>IZeM@;=ZvDs-g8X@sc*N6l*(bSbb<=df zuw3KwVP>=dJ}RNt0XwLF!za1B@tdA#n9MXJoMp~>Lo&u+3~Sq%(gl?V5j}WF(jKpA ziaU0WU4ssu8<!PxHby||E!}|M^uaoKq9TIO?8)dWA-6pWAvk)h<_Y+;+l;rFQ0lm+ zW>ba}i>Ivu<r}rQ4JU5r6M^uhtS=s;M~~DSCAB;9yp?d=C&Rf0Vy#6ls;s-I@;qYl zZ>YV6%o7or(~a5LNi*KHso0mCJx8)lr2jfRH#W>NpbEH`od<JQP9*=1UQe>z|ETfj z1>p`wrX_jV;ClWJq?*bzOUfm2^JwPs*h<dnSvJS&CP<{42LZORHfv?O(CWzplE<^- z$G+8Tu3mP>#2kj>FDaJtg3AiZA(8OUTl)L+$0mfrYl$rPWNY_($RjDrrqfzaQP=T6 z`Hb%zLZsP=jG|xgn=`?&xMNmo^}sG=n~QKjL%Mr?d|G5bt$<qRfz^P7ypot|N!<%p z*4POos!{4fy#GuM`Y4%T7#{l$OQEJBObv20hf4||CB90ZF6#190kVixN{LvHI&aUp z(ED&=TSa$We8lQM(7-?AgJfs`U@dbrZHU!$H&mb78g6*2wFunWHCm))*Ux%YYs6NT z+{vIb@_x;IAmL@p#{7pt5(2Jr00oMT5U|Z9%&|!X*b)S>;6~i@N$4iIq-A?)7cUrO zMSHF|0u^M1VJrRc!`ap7@$nexOyHd7*ff~sV=0~azjk8;0MUnrr4b{+3>wsaLvxKC zAENCSB;|eF4AMsWV46T$D|`nQ`AsYmqE<JH(rZQcl7XYK`ovN2*g*ktQp4Xz(Qnn> zUp*_kUPNl*xkQZ&zH;fXssC3<Eqxqab=dZpt2f(HS%uFqH&J=uzDl8<oERg5+y5ra zlRsSZWv^;~o@!so&+Vr9gvrf?6Nd~a<c*kq+Khooz_yaX?j@Cv5ZIq5(Mt*;-$DK9 zl4PcYRxeg7P|P2zu0p<b{8?l?#Bh5<^0-#T;B5ysh~wEY-}|*XuIbwr48`rwkF&1^ zx;0(gmJRtf`>giTxQEWaTvCBiXHTNFYZN-^!3t!snQLpdU;7)HM@Oj7X~Wm`iprS< zKdLeFC&*g?2MYAL^L|Vd;^?i7)xZDLzXS7cKlCkcbZjgj9eUOryx?*H-m;f~{IqXY zFkj)gZvWc(r1!dFOwl{=H@)5UZp*K_{;1_UCGkOMjdXJY0*bh!2gm?JY%Qj1|8hx) zjsn6ht#X6PFF1X%Te_Gb<)M_F`v&MaCt(j~X|5zZS1Y+8$_&tqQbNYuXTUx!`67Zw zuGoL=zZeV7s!Q+Q$1S+Dt^)*v-y)KLF;ze6aaa^!f}JWEb4wT_t32#Swj=Is<M7;5 zwmJG&djwh(ah8-8!-d2tsU*1DQPP2+%7L$GJTRs9zF+eNHeQP${S!wtPcOdh`dQ@; ziO0d8sv=^tTOiv=1YC-gf|hXyGiAMwsKZm?u)n5|hC@?9gCyhBhLmG{!-wvT%R!x* z8r#$7eEqf``fcS15b?Ui2VCfXPpS90`WECIjNWwD%?XP<t>PmNQ_$UN5f9W!6z0*s zR^RF)-)D#3oX5p@E*U=|&Lw@UCWXa_;?^Sd2aiZ;p>(JvwMV5$wruScBI2`T<h$sv z66AlAs15R<sCc4}J_-OJs-#eUn27RZiEbT}`X@Gw?^625!dSdd9R&A|)OxE1v=w2P zFMQey73+N_=JkTd>4ea;k<-f`rE+HXpuY9D#i@YFo3RNPCjd}l>?U^6pimYROj!SS zjv>gg5<PCmKD%f@;XDu|uO(4P14mg&!~TG?@JA_BqDUp&twR`s1ue)ItWW9$*mb;g zB2*~O57p*I?1%tgBqJDJ=FKD?j>fHOEw;!<e{UFtukow5`HClQ-)Yy~R$c&Y{vP~& z9YZ`R7QO)l&GIL)%-qy+2m%a+G1(B|Bsq=Ln}hKPe!qQo9b8UtV~$Lu<*4l2R>%C$ z`6grQg9DG}idDwzz~vfBYhl_TCBtm>gf@QDX@DpMLsdkOwb-7xL0x$wYSQ|wJt5r& ziP@$=rcnfNReD&b+#}oL%o8Dv+`!*(k~9@VY(#x<OCb0Gg?o^?a0&Ld=Et+*!dF_g ztQ5tw6^MH$Cs#2cZ(LWIZ<6{M?I&@Y#A4#2Ui8&0a^<>a?O07W`=~534x9C`EU31J zP<*#g<Z0pxN>c=$B#QG5uVG#FB^6BSzZAcgk-uTLw&@TLg3xHZDxTNWQ}azA|H$ZB zZ-`j<i`^;QQ^GRl)7sfggtcWc$FemjaTJ1IDnMvqAkEI%7O-nipJoIOps9=BDHrtL zBbZ{a{4<eW%nz$}Pf-ExbfLBMyyhO?k5;RBb}tCwY-FJLyE-M+8VeXX+7w<(y}u&w zHlQxV8O6(|$$yFV2AZrk&g`HwmDe{fjFk~?Q_-%Iw=i@%y1xC?IFyM|Hk5K1?#c{l zak!sx&p*l89nX=}rCF*4iEdu~`aA&UPDFUpl=oV?`2k}Gp#<faC2UeTQ?Ocxbm$$7 z1j_wU;ghhf<LBP#LL^bS@|^32j#=;TXY?IblSKiu=`-oL!s&-=lYlyi3!X}Ir35vs z3acpNzkCUDKnLfq^RhkWHs+Egw=UhF+*ciwAKMDK(t?%iZPM!rX}+W+&~RnhFTjm1 zhe_-6^ye&Ef`l77g0lwH34~jTdG8#o1Ehfq%VIL<rj$9p@;Im+3f6!b;j9PD=aE^i z{5x?ICg{g1n)OJaA8Qg1!E*p;@yLl<MM5t>%1Xl!Cn}EG-!r^tuw$Uno)%`X@8T>u z>|KB_k(|KgVtL?By(H+)aMv`uOL7XPQ`E4i0S?CcJao9<>Z0d3HRQkcQRU$0mk(t1 z!#oRry4}W!Kx!5~*Fd~gvS<BgU;8J5(!`G5dIWAMO^SXAGa@ENk&O1<e`S?V-M&LO zlGqvy$9-vRqk2MdhA*u~I&6k(w;5XW8CO<;C(EzbnsY13g$-F3WwnW0RnyD}vggRJ zk}!KPw;fW+?X9))`^B$=)Lq`_)P>_ah`xT3s|A-33=GI;DE$dyNU|i8fA?xA192<m z#OXiR$m-6I9}qqeW4C+i4!b#k9)eS48Nk8@J)^a+8>P8#>V~!DyQEX63=)s|_E%Ft z6nOsx^hB-*4PXNPcW1SazWqlm<WPSkBEO0{a~QVadF#vSo=~K7)&11X{NV;Xmx?!& zTZL6uN_9d-WuqN}N{}PjF%w3xu~~h{I=?!=#_!`2{@*Dw+=lBSEQ7+H<dY7+o&TAp z0F@oaZVWSIvfORFjNQFLYnCc&+xg(TA?xM+h{et?{Z(T#FE(M4KO@2P){P=9h`$~{ z6zUl_S>pI*lK<i+%M6;VI|g5wmUQ5apl%dnJZJ4nE%R63N?Cy0qvDF@j)0FQ^Q0~6 zN<>;N{i<kPlG$L%L@&y0&}5)pr~HGZwEHDDf_1};k$)C72Z_8<d)||kob5-$bg)dR z(tKFbvzgOl8`{KGi&Pc;VCzBywHM7QspF5l7K_UT>b`vR=#uhSrYqvo=07@6r*Duh z)Ci5gy^Ys+_1*h&*g(CjiPZ5o(4loi>XZOBnimx<9c&w|e=S68kX1z~`2X;P+>(&t z*6qQbC2!7zAkO%-CLWKqbT4K~RGA?9cJ<gAZqV%DIA!$Fa)Raf)`4BZYD$fTk|G?~ z^+k&4KR=W?gEyfI7V{t4>mHe(ie8QIXM#2s`RS@-d&@$Imzxroo@D|gS&pMS?5GKe zZ*92xn_miqR-_B6gk1c&R;Fu-ru2?!mMUv4PXJ)_w2!THM|x_f=)Q9ld>mV*nR=v% z=hS5{PyHIIxGz>f^+hYKc<j9FFZL;#ZSmah_TbLt3s&|ms|Lb~Mt2*gEV=a#_eJ;K zPb1MNXn{?u8&24zBL4k5(mknk_z&?R=h++qpB5bY3&)cxs0D20z8>1O=P03}tv!-f zD@!pq@S?W?^qI3j3d>~6<Q*&hhSq70%%U*h0wV!d@U>gt$;;7ZZwZcE!RWUO3EgHo zc?*}aTE+$p(qn!iAV8?mwG7d&9VDUfvi7wU(Au;9;p=e#r;dZFQxwNMp6jjLkn-}2 zL(il+YH~kRq<Y4U9km{`bHWKSMK+6m%CHqT|3JBL8doDj(BNH+Wqao$4NYw!j$GOZ z5<MJ!<o`?>+dI#GKZ%$NRG&&?6rO`QztP<q8|${)L(fDQQdVG1ekqHtaN7hq0=vI? z%p@~`qaFRbEaAe;vl9hm;hcIJ$X9Und3)0$BJB)kTT7ngLe%f;zOh*2Az0LSYrI6n zWsg8IE9!W39)Xgh{I<~huTy)$kUiSGKDkez^kksG+<dXiVa{hqG;2;jYeB}?QRd=2 z_Uv}&>4V=QA+J3gyO5WJ2U7PiIBtVQ1LP0-@%H9ouf)Y%Ud}10^E7uw#vMSTlbG-J z#7<9$m54Y>-TQQ|P*e$D(<~J3Q9x6}EjV*&rf7M=cXzCGxSs@2^*-l6G;P1vl7f^F z53S>S4`d2K+oh`kk$KCgEZUHopQUd?Pu>%Or_z7t#8z2ys+2^KO+OZ?M%dz>PXv9_ zgs@(nNYf({#)@MMKD)l#w;6r?4t3i=pLSz$;72Ro3urCi?tPWJN-@``NLAz)*#Sok zlM$bMbe4(rX1rB_`*}T+1=((Ri&QB%Jvz#i>*BUMzDkzfu~hW*9B^uIHKDwAB29Vm zQ@v;9>}@DPKK98fJwo(2!0_BSsF$pBm|w$hr9F@v^=|Lzd?dqj>>#bSAm#=8D$8$u zsJNn%s+XMpl4JPchbu9O=j~ODzg|*JHjWbb2e<se;?BSa%ilk*$$W?x;JN)M;WG5n z<;*&hGk5;BP>{Y8{!;0bH;>nuSC^tHot3Ve%@5Izkz`}I6|0$io6=5Y%rcPlWm<WL zOM-t;SGdC!8Z;*0he;)<Fj8#BIR@gyqlKxitmkh@66aIHDj9Qi7v#T4wloHrodz3M z81S*hn%8ha-g@y%6VCqWe6~;{^bBvkTq&925iib{!ktY@`x{eaEL3R4sURi3;(|d1 z{-rY^WteFcy?0)fab^6c<_32KNDPAkg*{GdK8*NK)>Ith)-|;4Hlaz&$-8~YerD%f zw8K<~NXt?Gx=jh2b6IM^z>=^751+fpPG*0Ts~P2|?3Tr)_0cOEb-Rj33fSSZOFHEA zCgv-WOo~_UB+Pk*#MYG6noe>>@E>a9+7B+bu%45mr5c%TOP^IYBKz;lO1=(#NU7aG zMDc|O%Fz80TPjYg>&;o~wV{67Jj*_Zc2bd#1Zs>=-Yd^|>04kZDk;+JNm^ihgH~Ei z5s#WjJ8X>TbR(iYUuCS9SfLpQ6CBd^ij1$4(B%fSDN5PG;I(A&bV`)mLB`Yy?xYQ# zzOsJ-^%Y2@NrX!(=;XCFlfA2{N*s}E6Nd|SGd*#b==q~)d_mfV$&esS!8hFal73{| z@-?&I)Nbv!G%KZGzlV4Pv!Rze`|iG22J`51`1Gf>v{N!eIhi=ZA1~aeH(llkw4l5d zQkCZIUW57LqPla$w8hxi!(_uAl6jU^yp9KMMc)-rZIC*wy40%3Ol(}xY`g*yOCVGV z)fiI-6D;j{*qI`_t^AQu0*4;YlQTal*8dkLQvQ`%dX;ATX1Kp^`_9wK?6zg&S=;y_ zp(`xt683o@u;5pVL{g9m5&RMH>q}g{<MB`QWVg(38r-<DD>HaKq_08h7D#eok5oF@ z$dr0YLoPK6jqi~TUP<DTXVTZF{;S7}Yrb}WDocOEMm<+e{oWxk5jp+4jcS%Uak?lh zGTX1e8g&7KHto16>6)MJJGml_OnX|btFJee=33hl*r5r=G;2iO7Y$#5BWW4OrJx^@ z=9JHbm-s$o*S(qEW4zSPGpU>@zS_=2$n0zX&83qK9FlTAyQ+ju<2BNpAd`1`e<UDo zoZVgUa5GLr$s}t*DZ4d2CP~JiLU;~J?(bd*{CrTkFT*k3Yml_(rJ^tmGJr*?^g4>~ zOUG%r@;A5Vt2ZKDXF`zKerOM>#mO)?{;G9$3fQEwxW(=9CqK2*nT4(CA(qWPRB)2| zBW-!ye{ek+yk(=ifx<@pP?4nH05eS>?$|@gZ1LuvNh*ZwG7V~kDD0;nVp~0q3Ljy* zX9QbhQhqOO8AJx{>MyLf{DKw?Jqx%O>Hg)t6G)97k*V5wt4_$PVCc}4o|s^F+WvK@ zCxy?&!Ai@4?<7HLJ%i!Vujg16Uc}plx^3ZZ1V-@ZMO|*GN4BX23oKX7yaWd<M6!kK zX&lwXwk=pb+TrxyhCW>tFtAOW9lD@pVmWnuL8Ks-kYff`drho3qpL(&y0g?EY)IqX zZ#_SwbY~0{j6c2fR9xfu?9x*u1K*nl9mjH6gw%W9OZst0+;IuArn9`tnsb4c7FuXB zGEZVhCQO@hUm+v@OLITSEcDD;ZtISK1<Y)_%rvinagPc{Sb6>4NK31oisv<&wTq|^ zi&&h=@k@Hc#r&B~n#-A?=txQ^NWGI?eeOss*iC5r<S8a%>4zGD#Msr&ZxW0Wqh&25 zu>`f8Cdnw#aA(}0g9GlY^<d>iVS#q3s5C}H5~E2mcy@4j!F}+*Sn3(cVu>kD={(p9 z5sA^N!her1&)TYsS69HkipJrW28}n`J_|=33HUu4OY43dCO8z0wQZGa+jpLG3>!11 z+zUm9-L=wVCe`;0o_jByLEBPD=MJ)K>hlI-F`nc(g8VdmqljKkA%3Gme*INPccx{+ zx@S2WRpu<6ZNsg9w)D?yt56|D>hnrMg{~e8QVE=o{Yz_L)LGFSH86f<s(6&_pQn~c z-H)D=4mYuxsm&@1t{8Z-G}}&l3$QUc3y0>DN`eZhV6=Aff$~`A<emh7h=`XO4H?ma zV`n+!&sa{08*v%jN=@?&P2=^7el<KDr$3v*oR0O^6|(Q7$wS}o^^G_`^5azHhbe^E zL%JKWiQG|V4|C(H3Q{Z!P21E9vIDPcz%SOhy`<*6;<C6S=<x&67GG&OCkzDDEXHpy zU6o9tr1XRvrnwQidXtx;yJ8AI(3d1)wx6)2lTS|NeRA_?*+j)z?HZRI&81OHKolbo z)i^Ec!+6A7+pxvl?>o^PDD#gF1^<yfwoh2M9dyr}P}p>9j9AsnIyIeHZm*}CaMYV7 z5s>BY(jc^Jh0q4}Jkt{7)B1e9dNAk#Xk#wRF8@NblBF+-@96EIPju`s<K|XHVH^EQ zUFdT%bGlXkmSMQZeUW`kkG{Q#q({3LdT;5wRG}@8mMl4ZB3bWFU?%9OY7v>0AyacV z5UM19_jQ9xC?awzHzi7DBdQ+@tuf{jRH1cihX@W8z$0aruUb8JoA%-vbR3dFB()2o zK@lD*kcSWQo1TR~`?kghbM6j?(PtyGrcGf@j+8##Ng$s$40yuRkbYkHMW58jg#6NL z8~1Xt#0c&1>v(=bkt8!-KN<$wv|g!7X?O&O0LF>r$|LYtPyV2$d<Nl~PgrvQ|1P5y z)e9>lb+^(zerH$yq4}U?jM&&;w_w{drKr)I0S6DVmBUxMorHYkQU))YNf#EXKWb^^ z!!RbDOh(d0mzvH+mfzCwt)-dRG}M2MN6i{FMo7y{y+K#?jb}c861~{T**BxJaWsXq zsfZ-xEsdhMqLrA5?nWy@(p@Egek(1(&S5-7PrNQtbB53$X>$7dN$NfXx(<5dkZdB^ z3*+=kXzJlLPgzlm)C(D@=W(^g;YsKjCIggEaxR#1@@H78`Ekp3oe?Tz-4>yJH)t1< zM4RP%=F~X6D%otmUNR&4c!%l~$!Ab6V^G6(LW_MqGwDAX);24@foNC@6(B$9$3nUU zZ!WiL-X@67)vPThftP6HbkOe$Z8&ICqr1Bhv%Fxy%uuu8tBdkN=da@)5BBMcG-hYF zNdmLt^!Tg2#oaMowBHn4FZ0tP^-Lk7F`(%cqUIAplb6kZX)k4ZJnZ0A6Pwj*?WFAg z=~a87N-G$L;p%3YC!CSMAcD1-j1GOb{}6XkO`cE2e_PJ{2RO-<K6tKMGFk22pbsu5 zS}MfUDo^xKerYQl|7_iM1p5G~%TbWHo&9}b=<{?sK1NwblAM^~>Y+bU1Wd$&V3I%- zmbeF{lIZ93RBz#rc4$$$5KRECv@hHJNWHg7YSldp{$}_tvty)S$UITI-0;51TcF+C z*QL|#XpV#<5>+w}4k_i$#S8wAqSkM{koxI#gZ^NYJ2W~pbJ{d*XKH1u0Gig_&WMlP zJ=M62*r6hb+wFZj?#KPJ&wZkIX7vveBGNm}q6t<ZkM_J}s3?xZNH&kUH(JZfH`p8f z|5GwxfS|dn$MEY%4lgaT&dgHI=7C-x_H*nD$)LK$sd9L^UWfdWjeklDmt^Q(z<;k9 z>?N9F5wL3TlE7soUvw*|@Zw(WZ)>h4BC{)+*pbTI^5725_fP#Lbhw#<8Zz5c*brF( z1?fElr3D_Of}>XiG1g_za|~&NTzw4Gj>Hs?k2_({W03x&dmEX`)pWj<o|NkGGF9V( z`qJ6Fl&+=kX<F~XLQp>#`0kqgF7-Up_=2eK_Q@|CKPbHd7^T%DgkcvX5wTTAvIoNS zcFMpkU%2Bgq-lIgBnpCG8ShWgqmT7Y`y5Uw=5+z~X#ug?)%DZ8uhia;z1_5>5HYGt z;3qk-R2!*cik5i`%6&9P(5@yld7LdS9RTuF_F4MRN(;W#qjQfb%|&zE4zSSEZ;|y2 z?>?S&6Nrf4Tx<pI>Zaz5-^yO8)M#`z=>n>WXc8ivlNWF4iS5>@)9QIo5|l1`?HT8Y zm0sb|P<{B1j?Z+29dho##$&AnxT|5E(+PUv*T;Hr?0m&`MbM4q`gS3@eSXPJ6JVFA zgtXe`&%JO_41H{Iasgq%I3^Z9?a}J22(JD)O)@B{@9FXG`S*eYY{OXc2iTrZ3K0)} z;H6pdMwzTYTAp=~rt2QC?z($ePopyr{^bmZ%fa60@tUVY(8)s56%ZLn=mE<DnzbtK zcfI#|XQuVtBKeSf=+caiBTuiQY+26pX`zQ%%bCJ))*&o|BJ5zC=0y>Sgu>LhHUe*v zewRw@m2vCRv39jL;+}u0IHOLO>;}IeLlWa(-w(Gi78H*@#L+_ooT95iI!Mjl?=gND zPS!6GDK7}tw$G{OW}@D#k(j%6+cRb4d~QeUWMsY?bojQoJfsj)@;ED+PYAZj>WTP% zW9i`a`f`p|)?(?|z)Wh9Zj3TZvh^U0_+&M5iPix~jak<k_pYdJ-|E{g(5FN`G9jk$ zE0PY(-4ott1$0;U&L%OGj0P4fv!mYvD<$DHeG!oy_Q*?Rulsv8Vqj(P6DFIc3(3qB ziEzScX+*%{N}m3m+>Z-OcUZu!YUPm{12)=;zW`utc9g^blxp0bPE(xE3O)fAIP@LG zIPv$|F;IJCq*rB+Cl!NcKa0;sd`olm#4jiDJyw#hc_r+*mRR2dwVcd*>d=ibpPd{z z)$5pVib&q8J)_8K?2>6I?1Key9#(Jg^da-h9zgO#(U8^ZM0D2P4cPU{xPH%f!BZ7{ z`;_HJDimIN-(+@v1>Ui+=^zflSj&ui(`!Wh9n&`xckr4!zLS0x=s(m)up?_;NGL|S z4b`Un>2ltArGAj0ncj`PQeVTzt$a6A@PlCqPU9#`<REdi4J8_)dsa+eWF`m407>UT zuA+?pSX_lopMh4s>`;bnJlH@tn;btJrisgN8@@A7zWFkg+o(G3Ty&P=I_|rp^UB{( zH(?>g;*a)tj-k7dh1SZou{=FFj)Fg(4C<v;I>;(w86Ljk6xfy*PYPUu8;cJZ_tt<O zGvs>zO(7&d6QIm;g9U3oDZn1{Rkx~O`w0iAn9-7UH7y4n6kpy>bahqWTt>deUVcY< z)9OyfG>xxsH>;0<uBC@9?8Z&Uu}u#$iA`<?FAMq>trki*+c2C`wE{Ec2VqXeOPRux zH}D-_K+v`?irxat^M@<!GKPiO0{d>NJJQsw12E;AqnPf_j@T(S(@J|<mhw!NG@JR$ z>Zfko*K3sTgbSUK?EiTRA~OZUn&YJp6E+u<{9ON0<(o*#uQ+-yYu(?MbmVzSzO+zh zfs%M^-187GmZbjVQmMz2sm2?lDSXv-VK}A<88m!<!!mJkfl|8%ZrR*ZUJ%vIqYfoS zCaOX3S6bPhKs=(om<ie7BYxWZS82xJ;#W<M7&twyN^YwDrhF*GCOMiJANt<ZRlYPy zD{2fo<izV%UJ!QPNjq5_VKIH8qKXne)P9x!z^kI7c7{>gPd%&jxy21vPPCXtpPKqE zsEf@dR7qz#b&_#Uoh&M`mq|B-5P31PLrZE<Da(119PUO2o0T!ij_)u+1qIO=Y)Z85 zp(h)Wc5FTLbk7}TWyo=pZt~8EzTmnf<MS+bT_m~M;FdpK3;oNBxPv@+88?#VzjMg0 z6(Kdt62oU0<6+j>hJ{RO#EwJ|`Fm@r8T)6Org1**HW?kFq<+)*&)DoLb&?Dp<1$@_ zJ-qFum;2r6asHVnFC}lv7y4bku^(8Ig;#ftuP!8@*F%7NLIo|UQ92UgNyU6$7MiZG z-e$q9P>yA6#1>{7M#!Z(kI^9W@Jd5@_4$0>9*+hf!-%da6N=_~Oz>v4HT0n(vjrG_ zX<964dLqIU=2n>?67${;ci?xjTlZ#t-8NRkRT6NJt%}7-=<Ydp+{E{}h;O+?8SeTL z<r+x~;&n_x^z|XyFI6&6)}4ZuweNi`Ysr{qPdquVK7M@xJh+wb$ier^xZsJcL_}Nx zpE*>8-p+eT)(^<DU~c7WDQ3>S(sofGXNBFM3De-Poo==!@`6E912lrtZ4lya*uP%I zDHfVjPb{*~!Xn#%{%G?cbb8r8n@FPE`U+Y(*fDd2giEfp>#{R#^*8zkrLOkI{aBRZ z;Pz@Y?5UQ*jiFuzAf&Wad|)I$HjJn8cl0@Jc#=5$>`r|?aoO&X->t9fiHCh;*O2rH zJwgZ7!YH*2iY@q<pKP6T=aMGRgz{Y>nRCn8cVGW8Ii<q`S028bVr<fT<yY|=h8|x1 zEp~aQg(n~NZ}td8V(U)FDe6D_jzqceGVg8@DvpaOD7E+3;c-wci+;6LKN2H0LrDcc zT|D5a*-P@VJ>_D3X{*I8xxKnG$hBMD^+n-LBNNCiR9<jON<tH|r{U3MLP=<T(Si|y zd|!x}l8-wp=ktd7i^!rjvq+Z}#d|@~FWXpBJFsjM^>DbMYCU&k67&7C+VupN@GFZ` zx814H*}Ca?n^Nz<j<G847Sr`*p04G>_h_q)!1nFT(4Musd24lZhC}3K`4I3>fhQt9 z)N|i{S|q&JeO6%a_K+zpa=m-3b7*~d`8TJEYb9JHD8Y1IyrfNW|Eic&w%|(VG_|hi zlT~(+mQmyuC4T1i(B)tdhZ*2fYFYFwNW9H$*m=H!RPmPtAjf^UzuojSt^VCw9L;n8 z{>FSOM|og8A@`v~xzq~ih_6L<SI*S%Cvgz@`QYIZuTR(8wma^6WO=xx$k4V7A#r+U z<;qxlCHEANm+~VwE0Wof3KJx0FK!$e?n*~^z|J$o$*#_O+OJ$C<ut!=O-D?7JZk67 znN7vF8Clhxb((sW;+|&Jo)V1_*vXV@0$;Uv>41}EYH0B@K3*9<4<pLT*66vSH+Ix^ z<crgI82_5np{ZA^-G?^m1Tg~K<8Mh?LR!z3!TLiO-90*SWl(zme$v;geSaRhi@i!c zhI~J|Hhu&*VB9DgTyf=orOiBk5LCTrfHAV({my>$yWm+32U3B;)8vkn(TQXu?HxU^ zkMdh+8M;wKs-_ay+)s8yhFfCIw}mWiJ=&+Vf-U{O>&eWCp+dvj|I4r#tW44mrW$Y> zhMseQUxc3oWb21pdAQfS&-xt<;X13d#j)?O-HL^1^6$8tTA<mqCk2C3y2lv3KP+!K zEV;LAKTK{NTJFBM&iv11ny$%aU(v?9HdH$35POoC-7~Q_h=+=jE8Sx^T@yEOEna@z zXXTO(rhmN2(*i&xXoNtd!w@-+j4L#wd8cDtj{EzYhJK9Qy>t<n2fM-2<T`chB7i2) zb`~rPxs+CPS6@YwhhwPi4#tj5BWxrzS5j{22+0%L9ixsehvD244eo4QVC>`LR*l{| zd6B!`ie|$-@FIicWlCZ_Ft=Ja!sWaxA|eyp`9paTuj?P;X9w#SD8<5+A(vgKJ0sCf zTv!vUIfn)xs(6X|jUrU`aE;wM>y)Ve6G`sB{`!m9&Gy%`{6|xf50Y6@EY`ne6HWUF zQr`ZxH2V^}k=t^gUcLQBwE1_$s=}<#zWm;|e>2oS71;2bB}z|j9IqgdSkhr3jX9(} z9$7f9K0bsBovCKHs@(yD!NuNsuF?4l9TO*cEd6IJ>>eLJ{6)R;{K9;Q6Zwzy0SSrU zwou7&*a4;d6J5c`{I`^+uuUDBA}`W85E;NdeoN-xAjVu>Xa&!i@43fH8_AcCqb9h$ z{bbs<A~5*@{%15NVF~w4Wk#J#((`pVN5(fX3*X;gwRqQzA9yX+;oA5uYCFx~<&2+{ zlH!O-quI!em(9^VZQ7l)B2oW|IA+y4S#h&pOz{mOuYGztzRfxC_4~8#)*5w|vKX|< zdbICd9r|nNaP^<RG{zhw5)t!0GGU*!Ybu@CJxP{*X1ZaQm7nBn$bF3Yb}NYSa(q&Y z6`J7a)}V1cq-^>7%ZB+AT(3;TYmJxmN)kxvOUg@h9QRG}h7TW@WcRDa9OELO1>T?P zSCLlj$h>0tr$yo{*hb8`(<q)_9ADLgqi(%C)HG)MaSN}&^+U9;JzR-0#u4_c<?;D5 zhhG+bapqB5$)bO9Sec=qFIT<I*H5V%s3&jEwn1Sr*P-TiH&17MSs2tW{#N2(xAnBq z9{DiuBA8;z&GYbUhvBBned8R}!v6%TG}sl4DpsAI$K<P)8m<&h>^``#nQJW-#AWw` zM0YF3)CgSV!Bg8C{^o&Kn`QS#DSj$Tqz1icmd<SKCSGb(xMGPUr(AY8TN(WfeiP;> z307UD1{S{WZIxfhTeuwQ2u94IBQ3b3Uj`K(7QSWsxJgU}>uP_i4i!dhnFuOc8`SP8 zzcp^Xb1%BRRB8I+pRCmG!7E_vK-3QW$u38b!Qr5Z=##Sw)in;Li#tabe8<!jb{#o; zmA%Y9Iz|pHn^nu+^x))Hp3iv2kHt(K-@VWrzMWEIcs11^bSAZBd7<|AugUjCvaxTk zt@^!|hQ`wlb@z)+`QudCVwp|xFI~!yUR8g-78vP!zN|OtigF3E-u=sY3?fIFQLS|P zrPq+1p(IZ-Z-_ghNU$eqj9giM(ewOWOsXF@f6snQI)rWPqRh9t!7__m!nZjy%P6SF z^T+FH<|(?4U!HoCyWJjM^)DK9{*|GWUrH9+y<7WXq$#5#p#Mid92v*?MalKq<)ATE z%mo3|m@WB~{5vJZ192-Ao*QFuhTBa(^)pp6>uuThvaQT7*FJ`prC7VQg88sZF7LR^ zRe1Kb{w<S8xloqWicw<rKJOqS4#(w%pOrl<ZGpdek%b=)fLs@GWKsS(+P64&?r!2q zl_~VYeht3Y5H9>C=;p(7m7WhR-h8{}i|ZKeMtx?txwMfx5r$NhVoP{$?z5GV+V?&H zvRd@#*@JIm`%rcXDZJ_f8JE>7gkcN#*a&Rb-201_h{VTVgd#oD60aoz!ixIT>YQfi zQ>^#h-m086WkuuFW<k9p<_<rnfTG0N?1(2?Zmnyy3ALN=O1?CTN|l`Imn$ng`mZ*P z`s<b$LiGDH4d4Hkp8V-c&JW=E{9?R&#E&6#eL>b=4yjiPeU3uxlq){S_it=)iT|{a z+LJM_9RA?nz!m2J%*%^j4PmjWz7IZs<KM%_|D%GP__`%6B;dJA<IOYt=R?S__N^1` zvlmM4I?T>~>bOF!>3*Si(MrNYr9b)e++9-tk;f_ir+wV14b>&j2c@YVW7jV}y+F`p ze_~Usu<JHx_T=K-*>C8`to#4`xn4S9U=%x4a?a*BRP~z34ClqLN3zakmkbDUGG<qI z-6KznMEgl_#ZjcYe$%$k@<pg}<s2uoS`w4DA6F1+zV-i!x~dRvntiDyEr2*^)YFcU z3UB>x`j6IPt6A~8S3lPcOQb+=gV!)NPwa18kV1WDrK`#P9{@i<z`vm+r-yr5mIOHw z@e|j1NZ>UoHn8s}q9MfH<?{_9wAOW6Ur8b2+@=<(RUSlqULlYpvzmw-VbA;NtB9yl zN*}u?NyPY4f%fou0s<71<{U-{=wA}RQhiDQ(ItCwx`cqE1Br20;|WNaFF)YBnSh82 z(I$hn1js-79r0P20OMT$if42J?(T5^RmMdCiTCC|>s}%Jnyh?a*eV3+gcD?yDj^hz zo9$Z26GG?7H5nHV3L)G%<9)~`A^g9}e2@9R=b?8~eb*<9(6r!CA^zS7a(B&csTUhz zpU|Cur#Zf~aI@3R!Z?129O>WT%yA_u?r?*t5lngaKC9wPnO7ISt&ufCjo#4b&wmYZ zDa>Hm(E&qf#&V;s#t?S~d=4c}7@#q?C->xT19<meODb^HM{D=dgXAUpXwsLP`np38 z7Z35?b?(;1nFITa{srhlaq7d?rytp<b1Kw3k<Ui{9)_KEC>w?uPj@&?>7e}PbLWTw z9k7dy9TczXAh+qz{cesg2ajZ37T3{1_IsatX8|3Uo-H`(d_x<1^@I2L?bC+p;mA4% zb8U18WU#jX*23hcy8hKATIex2c`PVG3*o+R7|sG(_&)k>aA%_?_*iE?Od4xq>A&B} z3A~zEXRq6I^SlN=NV%p;h-sjmd|ai~O&vjcYt&T6)UZnVQ{(Y-YN+WMx_Ki=4K&ri zg{KtN(72$Yez;l{*Oz4Wi0)U#38QPDZON)Azh=N-w5cE^=tJhaLn`2TqSdg>O$Gl* zgOp8zDv)seBWF0IjFRY!({fjp!E_ez>E57>FY69PTwG8>zNfkS@OdTN3Rua?->HP- z)4SSTMU>EOe7mWoP7(gUR;KaAD1!2^Fd&Xw5#OIQ{7&AjfEtoRtPD*7--{opJSmdL zkIAA&O(%J@XkL|_T#y4#t+3+q!*XCyC)?^}<-l7#Gb*}O7RQqw)UWT6!9arG#9JpB z+^~{R?0z7PfUDgd0f(d!O4D@8b(MzkKb}pAucbgfuhg>lpCo#DcF+YZBq6@4N#1&o z1Y$%#3!WVj$A&AsE3WMo$M)~KYXj%RU=k%Uk((+8C$ebh9-0_p*F3OrEfB>hzexF9 zyeOo{od4Q$yjfdd-S4X+il-Gz1kFB*z)`-W(XU<v$Jazi*PIZ+k&z)~(?}7{b;;zG z&m4c2+{s<{XiOOQeFSK~ZwRA8c`yHlG-0^?d40Bgt1!l$TKmXm!r0xtU5d;l4EMQ< z0-0}Fpz-_fXScIpZsC7LH<ja%#cH2@J}mI?oinadXCasp_}qoTLY6J@>!)8#6n)OS z<M51$<1UsCCoeJ4be1i$@&pr8C)Zn6?O-B3Rjtn6iHT4D95?prFp>4@sMjVs6W=rg zAAVnCfKhu&zu`RtQsYU27VQiiU52gCuP{)?e^@athk@6dHFQXk47jbL@t1oua87+r z!QX~~^O|)+9pVfmNzY_&;$ooiu*t^WmvnF&Y?(=aK!^V8MlYVzbWEz|`+En|5nJiL zvD=!C$D19jQ?)s+6h>`hGw2YpJhtt{ZyL5ADr)wBMZ?dYXJrG`G~{T!lsK46gX1pq zYaaq>FrRW;TeqGD>j2}m8%=1?G21rvSAvF^1pA+5Tr})(SmNe2L51o13>Aq!Dt<{d zef{%*ijYSiU7D{`k+k{K_f45p=tsX8`x8cmh^za_!wyvFg{*Cn;`kzxx$#BG5-JD} zlYe<~Tp_SSZYlLsaEX~0J6KP_bEow?_vKR%yrOWcWE2IH=kBf^^QAyEKk9RZJp~SV zecv5aD6s45PvoaiFvv4{`{pbeHulVheM4lFFFCM$V+R@Zj{#DKO=PSeJWKy{kqmoH zlEr8~8G8&Xy>D?`>5z@xAG3#yTXm+(Hf$z?m%i_>i7Oc~XL2^bP$y&UmUHheb6gSN zpQt;=O~(B1w1o?kB&7dzTySV5A!ePK?D7H<SX;a!-W($#jJI;QIf8`eyqk6&_94My zdT5okB?)3-duomKNuaInshS{?5VvFYN7^J2Ykkujqn;6=tCjsM;4TrS(gWuI3W-Qo z&=9WQPeejg<>$leiMS`He3qd`M1aEJ_WJ@v<bS>NFq7krXMSF=UoQa{uJ)v<RS=+& zC%L;eh5+HkL&sz-3FsYsx@A(9Gk>Qizhe@xqID3ZvqF#$xF{9yObGLruTc#egs^{w z?u$8&D{V?YlRjq%;VDUM?nSf^uBZOWEDIEZNruQLGgBd))>muZz!JiaRx2atdLuCG zwjBFc$8jWHMfE0Us<o%Q+R52}*lc0t!97OEIii@cWStRI3;vF3DH-9toz`|aJ|k?k zW8OOX$q?OUJVO(^4Phf65xDe=0ahA!Pkr<?z%rZA!)sUu@OiXHk>ah7F7k_3vtd2( zJ=S3ctki=<MNr+BJDfg|ebYM^rVH*3?`ofl=;Hk27K6Y}HmZdC=0DzK<Lx_)M;>QG z{&VxU!XP&OZn^!K$AS%a_YysVBpVmr6wmJcrGu5@$3+{Sa=N86Bl+xM9msYbTWPAL zgRT;7s}MdNB+1Eb$f?jqm{1+xJy(u5RXjS68QM_vH29rau7xc1DE0SpTA2CpSoFb| zCVoW??76F}i6?<a%+1J}NOiYq{&P(OJXPB}&*^bGMx$6l;jKDev!{&Quc|}i?R8fj zX?5ft^D8usQ^Uty{wTFjgIw(F`&D05k#+uW%3P8vo~SmM_gbnVT;^E$uOSue@r`FM z=&8U)>U-0<<tlJJI91F4P#F^H%%C^^%DDe8>ZXf<GS1}rCA}mmBQs5FuBTlI`)w!E ziGE609lYskjl2>T*K&&`eN}|9mi39g^NLVEzvG#;ry@+PKIO;pDB}ExrQhy)1>|m9 z*UBBK0Aao#mbE+z=ve<%)w@g{J9k!H^|O(O=K*0=!jv35I_+-0IVgvq#4h^RQCS>~ zZk#^vB#W=JnwJ({%D{l#zT8Pq2A=DaXBCE}5#u|h>$G1Qc~3GPEHb2#Ez>x(J5&n3 zlMX^(A|;_@<>$C%qa<3b+b%sbm&9>r>nmP160l_j_@$JILyud)B;%hLejE0ind}#X z%85p^gDf$`kn%1ZxFCu@uKG{aBt+3>7Hf06gVQU!VjDl?iC`ZsmYTap1p213=ga6K zXwNLSyFDTdtbb#Zktd8A)zF8>HVDJ)<lw1q#=<z|8ty!xC5!;>v1Qxn!uXq-QM0w5 z1?6=0O0%ade3-sF9bU-77p>}F*#Ru1hum%zUd=+{_4ZMf<t)tj$Ys~fFcG@e%B}q- z6M;z^_~nzCh~b-koW6w#E_HKnb$cdQddW+N^qCk-DRHV)VS*~37P6hi#2mXWn#k!E z(IW{5uW%d*cd^?pdyj!j^GDw0oZ&dpquFGW%)n!7iR%*~9ACD1&jvU$aDB)>n_|eo zXhEgbeQD0~{qwrpIlW@GCw0*HI~@v(y-m%}=~yvLld!3!!@)Y4-FAZ0F~1dV`0b@* zBUg3Or~@50yIDc&Wa-#++rm<WOh?!{vz$v`XlMyO$#m$aK}58uLHHgGjrrWmx+`fo zkj`JYFPnzBY(*87gEWX^PezFw4Lo}<N^Dxm@#JTv+^i@K+a|u&?VYFMci8WDE8cM2 zh_9{q`G|^w=GEVx)Kj5x(NVIfgo<qf*3qj|sEAJvi~STrh28w$`ltR>?Ec&x(&kOY z(LR^3aC0htZ2N0EN~I!vYX9$JvlL_-$5vPjQShT{_WrY*6h!gucwKst<BIj|#WRJR z9=SYy#V?+M@xYz?mIhMbZ)rsyTt`6~OFBPJmja7j6Rt)g6p$SI72f?O;|b%UZ0|f7 z14J9i>l0+0jY*g@Y9u3VRz`Z}G#T5^e26bULdF)-x+DHu$(Wuf?x0$ck!$ug^Q97* z<7@VGF^ddqos7<%99Py=c|}JLaXcwn7!|xof_vhho2Q~k*!4#HwSYAV+wV;)-<Bld z!KbB_)whVy{xPT%dXk81@8tz`_YhG@im4!PB;wS=J8%1ph_K#P;vPpNBF(p3FNKQ; z?ys71qOS;8*Twqq@eTp{oyKW>*9q9fOf0>7fq)tN7cX*C2uO(B-MeKk0cti6-F}!6 z(79wb<}8(f?BR2x`O664vq&`E&++5p*^rCN?+T%7GgbXnxe$Itr1L(zAOxQwhEEEo zOB|kk8MRz1gbk<G8ftOeNFVi$V5kT|;1s>Hlt&0&e?>iy&Mp6+ZqfN|dooGb7=ew1 z#%?iVC~VBgY!x+z@p+?2qNFj5#<e3EZ;Y_`*<-_nV@5E0UG=m}-w33b4>uxv4e^F1 z8F%x#Aw~~NH>n;pM6l9Spc=mcsM^vVEMI*L8^=g>PV3>WkeBdclpf};$#7q%=s`+f za+2qgF1XSOEt=bP(SOf*eoRdlK{_YWnikm5`WJ2G^MnlzfzA@r2{xvY;Gn{BWYTuW zW-~e)M?a5JuRhVij~=C*#v3}Yy?yk3T&xbrpZB}Rsq0|4e-AP9t2Ryxl(}8W(ME4| z|29<*ZP-kH6@0I$4ZB)i#zj7D<osM4L%OMj2Y%VE{!A^DwnXgi%GBhz;vA~ys);=F zxke^k6DEn&b%FI75Po*MT*XTRKl-1NtmQP|Ao<&EHc}mLb_VkFeN=<q>DA-y*=lf; zH-7c^w<>Cqa#!`lt0J*|Hzh<@6)XqlU)?3D@Fv_kI`CEn?PEr|g;!N@uxpvctIaA{ zapiqnpOy-azuv%V?^VX4waay~n=-y`;8VZAP)2IT$g`O1N+@`5y25j-610s9VvCqc z*ttJv<C4RQn7Oj$jMRVvR=!<)*SJLir)QUIw-_kk!ba(Txl0wWL&qe_?5;c_97OZF z^W-rmCO2%WD-X7f{ZuE%5yR}wek5Nxe5&O)Ok0%2*}oqxyo+VwJ=prk$w(GDuaEJY zR>{D(r$=zySq5cGZ2Tf*WYE1#@ru=`G}3~CYGVVX@oL454Ra1sP#v_1+v+Nb@=(^Y zxK9#TMW31$J|}_ppNEh|mjKB&P`0dG96qYU5k@lND5#;F6nrO!fm>POF0o>u&o<cf z&WIvZ=fNs+vMBt&YTvh$6UCgXg|PDn5p1>$b9k98f~CC2(kMY9C_NjpH9}AX216a{ zUq1-rpW@Vf&pTmc5fz_CbqeEYnD!sSO<{~3I<8u|MHmN8(?0|-gps=O0=syOg)4+r zo%UTU6eSHrKdfRQb?Z?-p*R-AbWar0IIfJpT=QTJorRkYkH-o>FmYBTA%fP<L{-9> z-C1Q!ToM0}_C1D)Hkb0MvLGgU#Fz3qxG{m#?r(^eOx&$$VO&>b;)%Xd^A3(LO?^WW zzkV_h_2yTVZ!ZH&MQNqW>KS;Ho6?bgnt_(3u1vQi1_(KKD(7}{dSplFiV%AS*6xy7 zJ0Qb=mhg|pAdV~k)gS7FzS7Z5z454~j}DWn)t?Qk=-8`!=4(wV9f=_VvKx2PQOa`f zwhE-<K+e^Aq6ZyW_ms!lEa~vv*To3epyO`FpsOm2j<U5~>9QPe+RljOx6RXVer0@9 zD5qZrUOAQOKc>N5!((8oiiRJ)Pv-Wf(xAPgcxu>>;|(jpa>oi9aP5$TuoMlI`i?8> zmeQ~}{#5VYX)5O4W_+bSp@NljF0j6W3h~iaJJX|7{Hea}zC4_Yp}#4DH$AE7f36;! zZpV54^giRwhEz1~ku;W&p(5ysfbKF8D$;oz1MdEzV5LfP$GR63XyrNH`%y=MA>XS5 z&&w%j^#0b<dVzw(Eg`$AINmrVG+x=4M8RWw)-sd56vR&c*+bk!!P+p*Bco0f6whs{ z?6Rf6*?r}k%f=M=y}e@Y!SQFW@wW%8r4(H0YKiLOxKqVGx#8GjGBU=<mG(Eta7hu# zHYp{eE^Bn^V+tABrk$SW!^n`=+*%XiO@@TlmH<}=GA?J4KQZ*kNK`zjxu`(Knrml+ zyBTCO9y)$fVu6G!!P=c??~_oKQl1@rnS_1mRdZG+INkGUvFB3|36dx8Qtg#USkAY) zql(ip>tDINI`D{yU&}v9jHeM%`({4QaV-%oNr~yaT10FQIN=t@>6LBXueW}<M8Kg? zQBt5k0a?K!_ET&E3hs{24sbffL$|>95*GpEq!oL#9|>Xf_@Lt5G$9lWg&oL<5`vkM z_z@##PQNVq_;5mA2-l3Aem3z5f$@^3bKv{`dh-9z$1fH%%Cd}+d1`+@X`3-#i``jy z+}jvE&cD9z;rMd!!_u;nG$UMD$6tQN$OzxJs1-b+89`-xtEk;SL&Qst)P%GdLTQhS z$wy5?WF1?0dNtMn%9^jQDJmMkFzw0H;&Od#4vrtNvC_w%%VE}9NA=+SMB)t0^>B@B zEvw$43%TDFaixj62*0XhI_s&60O@&o61OgXL>=RHd&b5!8=co1ud~6D(%9f)!-jFf zt)xprY!D4Sh6Gx5khj(UL`0Gf-Wt?2M0n~TgWueuSxE=qRJoqy{LqHr*#$q>Ds8x0 zEozXmwGnfiEI(wgjs7g&!uU}w&ii?@Ji@dv9~b;5o1uktl_frn)tdO|!dt50tBK30 z1}Z(jH1N9D??wDk4QLb}{__?Z*s1i@(%^<V9%qRL_SmcALixd6i67K(G_|HE@`M^r zn4BIg^;QEZhz~ZLUfKO(x8Lb|s#ryh-puw;#hvhCLZ7%Q5~jXhyY@u|Tho(ViuzTc z9@*b^AYBFVJ<9_6tW?nSW`BqfK?QZ2_Ea_%D?|3tVYyg-WxQH5(cZU92^qP>ByyJ` zHcQS)DL@f<^&=Oz@hgJ2rOY?FTmdrG<%gX%C}34=<(_<51=vcgbN%;R9=E55ds+MB zp_OvHOVLpt8{^BRs-)$Ccj*Q<`sHvUQaJG68aYG|o^5NJlZ9CS^?B`GvJk(!*k*D= z2KM3AGXFkGV{}|sZC{KucJ_Jso)MQu;ha#Lc83&-r+ywFOiIE>hwtkWNMe^`v*y{` z5|G-JcU8?u0;6B(yiM=L;lzI@YCc{Z*)C_Fq%9GLLiwO+N`@F#^52w878ir{KZ(?Z zR#AvZ7KheGi9+kG{jOU)qHvNiU+Y{gg8U;N1`sX+)y5k;Tg60B{pZUGsYAj@7x3~n zwGu|@@VCOps={czU@LP_L>Oy6g|1ujn+2<N7RmY@EHrxBxW8{;!SLZ?_xd~*);hf~ z@!QD4GTxx~35qPl#Ymq}Ca}=j-Yed>z(n;%)8E@(F<}z6#Ncxa6Lo_=8Ifn1c<yMU ztC7M)aDFrK%ONHTFL~X_4`9L~LL_Hl6%$?=1=n71`bE4eiaS%53H4_4GpYhi=ziK! z@$@qT>G3C`j2<#j?RK?d>?#8ar=H9Or8Dp`Yj>2!VNTbywEeibiQ~}GojHEC98buz zr{+``kO_!xD4}zDW;{RK`Wqdw-&#GYy6DJV&OG{`FX3m7lk<<#(Pb`O<{w6fk)M;R z&329_<+`qd?sV)A`}48ihK{3MU$5UYr{k6-|LZaXI)uaj?Fy8pgFSmoOoc$l_Kro{ z)=xAjzP+<#c?%74p?`W$70{6MeY8P7l7><~^K%u>H0<Jj(V?V7!%o8rzx#qTjOAQO z@_kQ*+OL(X{<cv;+iMeERYiqsYJ2{+94eeCJ~xD;sn~GBSMOIa6?+f5{&~283hL~o z`B+OT#<mt~%g9k-KQ6ZODIXOJd+*$g`b0sm{oiE0J_@{YcFpnLp<pvLE8}h{1qWA; zX@{mz@YRdfEVY}0;hhAnX)jLiEM&*LccUQb-M5(Y96y$nD7nR|Q{YAm`4}im!N6=m zlQ<s*m-r6#e)~?wyQs>hvSBjb>#ok+|A^Bu6N}ugb!5!jfBPbPi45aBjmhQtWE3Zr z4t`H3<6K|QzZ)D^R;A@j9^6RAKKXwkZfnShZ1j9iV3Uz$S7!E1oXok-HW<1?=Jb)f z1>wq4GM;)dhkuWf(DG*6`B084%KeIWKKyq-=GiEBfH4W8-dfqSJS6z36yJ(}M#P18 zmVE}*MBuKwOI-vJhFt#d?97R9eVuGECr(6@mh#J{-vksc*<0fBhyW{i9KRJ$!1wAm zUlrU4_?(<FJ*!DT(q-=hEkXn=uX`7HbW#YvAG<yB?ia#{L&w$S)tnxAc9eN5Q3#Qd z>6QK-LWsN4{9H^&2qn+lxt|CKVe@&P;>gd-G4PCF8!+*IoJo4J|4^Wk38G8353N-+ zffHkjy6L7dP@LK0m|_f5vzpI=nZ~%Q?zDMDq%p#NJfhBe7^6jtHX@>G48?Q1$F>uV zA#cvljGZ;YJuV-q{f~_BPM_+=_A){{^=zZYQ$wh4=`(X-7{ZV>Gv0T|0G<J>j)c<; zurU8r@nf<+E;(5@H-6E>!!gzlVM9IeooYF^|E(^Dj&aH8_~}Bh<MfdiBW!Go{HjsY z%*M+@v5omzZ1`<T?UC1DL&96KBzjf{Z$4caC3Wk7-!=GbZIuqL1s}NTm8gT$S%xvw z9y$nYy)U;&(!nRMQ0Y$-+E}`Oyt=hQ8?~i>&+LiRMhJ80=phYlv~^86$LDF`<)!O) zOkA|^CY0CoG)W6Z+_z6$IH8GllZ^Hi=9(}*t$5LMP6H|m4yIm-8psr#IqE2)fpd$U zPQPo_5qf1530dm+M^%~5QC7zzDF<)v2{q9CFEzwQs$rYv(=)BVRIws)Me|^bDsoL5 z6WPaA(Q)l_*|4E1nlJr|xiqbUm%Lu%=_M+tJ)k`{Z>xfP>#quDd{M^5oljcN9act! zXzwb2O=WyZHc;Q&r-U@sXN7O}C?U*_sO&;k!u$zACuXW5);`v|szO&p{X&f0%^M1w z&y~WOIwJ)Pz0q=}@+hEc*XV$2raaO+>{Q>{%VXhCX*d5ed3b84IG2{op+5dheyOz_ zil(lv9GR4bW@O=G?u)WeGNk&ycaa4<=DF;d0U5+tt__~|mqF~f%I?QA(iliwHsE+n z8l@*AmY%Vc#=3+7%SsAozsJ?gH3y}j`&W1OB{NBU$m%*A-!6gceGg;LC`q7MUtojF zMRDwYq_^a|gg6uvhgVh=iNVB9b4JEe3~lW<*_s3~D6Xo$*V`fr>!;&MhxdqL^<wnb zpTi=EkvX{fhN}qPuHi|w_$>_M@{r>C5n+5x=JH)$Ck&^iEIRq1Fm}{txvjDjM&!%D z_G=2lXnwWk{?pGaJfBE*mwdnim+&TfZ5a!BJHKupieMpHYNA|X4GY@4!`{?uvXHjU z?3FMN3++1|7-Wty5$Kz)t?-zM1?@X(1(%s<B=C`z9c5zY;MoTWo0(A3VLREmFk$<+ zE3ikGiAVLi(E)VM+U&!@Wxp6O;d=V}!6e5Q-Pq#rJ_gPw#m8yiWk93gS#rl^PQS$5 zI<@Zv10M4mZsRBex9zf)&Fo}A<eP~+Eu4W@{_GbMfeZxSXj8W_Wncq;W$P^#14Cwn zOB;UE@uV}4hde<C|Aoh^>p1?5)$r}zR88lc$4&PC$fkp6HQQ4hO~;O$Q|=Di=%}gE zX%Td$<I<6K$7)?VD!%Tl2$!WpqOpviOQK^y(c7kDhK9O1oxA33G*ky>i`_j(!~3E` zf3_c^;k2|P<DWmrn+8Gh<Fzz6G)zaXR-wV*@7{)PJ{o==jVkgTq2g(R-mB3XPOoI$ zew<!N#TR;wg>yU=Z%-xP{jq}z0%Jq>MMo-v+3l{*+Eo0yqcr@NPKCtFgZYt@6wpq6 zw*OSm>6C=Fl~v~{*s@z^G$WS+A3;6IO~)v>{U%t@_5cMsFAa8+w^HybZ$tFVdJ6a? zA}GZs6bKLh__1A{g68}6<x&C^T$X!XGQUWMFndGi&_^;9tn%_MJ||;l^UoJ2pOWDm z?eoR4nv9Lp_wT$(BqM-VI5IPsjKyQumxpnB#doPdrKuHXj-5L2Q<aR~D~Y?hMafui z`nc?j02#B|``5gCM}ojeu=|@%5{`tOUJ&JUN~wTD!@CF)a@v-CxUiOlx2bIZ-^)mt zJ+XRKKsOPaL-j@9=M%B#tGV)djw@D|ykv~5iBKtrP$QX${d#@&J0=MTRvR`leMo?{ z>>Asp6$HG<<1>GrL4eO6!HZ>41k7#qyY0P}fQy$>=S8##=;zJReMIDRPOZxRh-o3r z_l@pcs1!mPDMq|-zYtQEJeCac5kih;@Vnidj(Pu-cQoAmfA8PhZ=H<0+-w4SS8vIn z9M1gK-X^%o1nYbX&RR|y<5qG~?2Gfp&|c4#uWo0I00ns;tq(@{qjhL0|2-q9xvl<^ zcgP5Nj*twrH-hVaiIGII5grRS?^7r;g#7sMiEej89NBc>&y@iKtQ?=Riach3kC*8U zAz$@TUK^Jfc0?c7rO1SJ8u}18ynEBhc|D{jHyZ@q)Pv5&*Yc}Z>*3y+>#eSzbP+b* z-aB+q7rdpta+jQRq42eJvFtq?6~-DTYf9M&%-qIjyN!+5phSmwHXGM{{vFa?&c^m- zTboAPb)c&k`)XB!4y67(x0W*00rA*f2aoUC$e1?pyIZ6U&&2MsXdi8ab8|)BH_%4V znuJn$L2dAb#<dil)q-@He*VmAEjVsZX>k3liSu4hi@sTC;vKC4j-471W64~pj?#e6 z=>XCbq6Xyl$M{$zsG~qWZ>h4iI!<Wrwtak84R`E~)H`;nK{55wy~;&ZT;`tIvy;;? zcTyqw{je&oo33IXSLUqy?@u<pP=UF~HQSLLD)6pcU(bG~jC+DD?9uJYSQ_W5t@U0B zd%yIR+eauNU#On{j;0dU6fhDKzbj&-WUs)fT19~IY(!~;B64nQllf4jfGw8!q-r|_ zxW3UOR4q}!q+cnn^~s~r$^UOwkUY4OH9l?nDF=^MQTI*0a){$w@-c}^4udMu{@&rT zn0-|p6Fe^iM&jOP=VDH`^wbx1xXQq*?s$L7f;6;qi{|7iq)|20w${K(8Y;<5;+0t` zh<Zd+Y3fShOh%o^@J&g~%qDu#)=7fsPbhjdD1ln$jMTV}1eVk9+^1%XBieM9WVa}W zhHt||GW*4F+Lk9KQA`Y#w`aK3J4GS4ec!b8X;D1*6>RGfB#Oz}MD;3OQN*qJ==-Qs z1ft=g^A7t&a6?;AsZ&w}Rx6h;;hPc0ksigXo7#nud)sCq`;;(lNVe{hjuwUpUoDMd zCXCbD%Y&D53BxX?`ny993z<nv8pi5aDCRxB!u$ja>El)n&TcFe$mvH<eP_ZZL11n} zAIFb?ps3WhOyt-G&h_17LS*l@S(}qg5CX2*#Gm6Fck<at)m0{RmY#i)#qs84_}f)F zX-uSru|5t*FcBIp^flO%iP5QfzW1E2iRv46+Qnc3^KT1g78u}P-OQ6a%)s5LghAnE z2J%`HU!E*rAVd<Y6rvfxwg<Xn+Zhle=D38|G0^z-M2fOL1JVpW<5ngEU;dK0ynk_g zI1s-;dr!xg)k)*U59p9dpy#qnI6bq(WYw#5PRFG5H6D$iV{k(#x9&zde(Wdq4|6)^ zQO7QygGzMVQ&-Dz6{F*LSh3EFc^V$SB(01Zph0J|=4P=b8ielii}hZhVKUneYY)+| z;qa=Z?>5pfx+OGqpD_&;f;_68nw)8!%4;l7gN^R4YNiMc?gFc?b}gl$QSnGg-8U*` z6i)gD4O20-M~V8SmWo=QLw_?keKTymcv?7wiiD8+4_jQQXrbhMJ77e`sefJ}){0ap zF9|JYFsS&^Ue9}u(=~-pXSevgpkR~00V|Of3Y=FgDQPI8K=BOABRY<P`xr{p4x&IZ zdi(8pPS4~8?NI&ULct($RHDa%f|>RSzx^C<zV%h+tq`Q(=8vFdBNJrYDI(==Z6<>| z&c}FJ0U6l`uhq22km2FHmb)f`3>)6^jXvu*Yu}2!eA;B_t<YFkPa}gJ>mPH1i;TE4 zS0e8{BjI<ui)Ts`31becwXM#R@at{&H<@G--WYo|R;(u>Ys=fCYy}cZ<{Tm@f+S=w z=Wo9;NyK^5*{;N1B9!J!Zf&e5VrAd~-=AqjOr&1_kiChB<BtgEw%QYs>?@t?XGw&O zd){9&Eh0?sZC(3ah=_0Y4)03e5s)ZnacpHh0SUhF?N1`0yPB(@GME67I1Hq4+_|*! zRGp+00pt4&yB~cQf}W~miPs|`w0I`EeNXydR~la}X_hN8foNrus9k{xtb+7Y>-Lyn zRifoceW5X4TwkX>zuFj+iPVz^q>WK2{YjYnsS%tA;pwLfjqsw3e44P;2$b_bo<G$x z!hU0;2VqN$P&D2XZ!%_xhIC5yue*jIsbyHd^D#vJi*}NvwIQli4!qmsYk&-gdvYU5 z`dCku>DaPb9}nGzjER@^Aks4aDfNgRo-~IRnLpFT;cso{l1}PkeW*mf@NQkKd+4#f zW2G)wyfm+;(`<BZCy7?Iu<<B4`N_#JHZ-MF`rOPp>uG(@mIWQeW^DH!zpaDAo)+11 z7j+;p=~lliUI#1q>{lh(=pc=Ev7n5o1OJ+^`x^(fQT0|w**;Gj^DjNG263EO)A+Z> zMMN8;D{2z0inK7~==uD-uNFevvOhf0(8B%4elB(Wnz-70rKoqeCNA69u4`PPiP2}= zf7o|5u(ITbpQEJ)xMcKbTLd&<s{C>+q(~i}JBiUjtJRVJ>L|_iqZ+6~AKVkN)ZiFA z91<;{h7Cbx^};t*;qYO#Vdz>_5CSz%?-^0S<$qZ}3cXY?@u=Ku*GpxDbzW{*>Z;5^ zX{3!ZuY@nFe*S!Zfiv%jhRd&4;`l=~zxPWKdRwE$|J+eT3BL%d+(i-jKjm#*zA0c> zaAvKmp91GP+s4WHk32lmqC_JS<dHfcI2W-}9@=pVo3C<uWnpepo%I?yL~c21b-Ym) zK7VuL-`dF{f6~L;ZCD2J=4W1t2g*RCoW5ztS7{Wd{<=7JP8vHrawDRQrO|fk*{W2I zFWTn5<6Ux6_)?d4nvx<3KDo2^?-fX(GoJfbgQ^4wZ5tz#E5$JtAsw?iKpaZ%SE#O- z7lUnrOxscuG5qv?9$=9#ipFriJug>_qQtQEhryHxqQBYA{V5iK5TR{r!+H_K-$+|h z&k})uRcqyqA&wK7($7RWo#KA=Vo5>1Fl?R9RZuy-^7nW9bksUwY(M(;zAH%>4=?!t zbL(TF{^-Q%Wk*>!D)H3RX&nn^E&L3m>{zfa6?eVG=@h#ox15bgENmZ^U9{_EqVJ=v z+xZeE2JH0W_+y#4rg838b1)Od+;Y67K};;~<266*&4h^obth>R6P>L+6O$Z295VNH zCyH@AB1|~QaWU~q>s<Hn3<HzDKTDh(V&Kr5XIJdo8R+GH|I4q7fwa^WAIP^DP&r|T z`<ECX-^lb0PUCb=r4yglAx^i5>wRqSVPLv5c~0Gkf%3vWn-@}?{&9}&&tJxwfj0IF zBXoE_zqx;7Egf!bk3#Z!IvnpiUOIc2j@Kcj_X2m(VIrcOsOCvWeD3l+H}vU<NVDJJ z!|`OxvzpI8{?ZVebE774m<F0gzz)x+96tug-v4gUP-$s!E<S?>=1xI3`-3#xKCf8t zYYPoAeG(sIO=)<Pl~uY(;=FE7Xffq86~2_F@1jqrnB2eZRp)go_AYA_@J*$noWax( z*iFU4Ju|^3cPhp&XHfi&srcE|eaJ|eiYxVU%_IC&kW@^jPRvkHW_fU_X)gu4nbp4- ztrVy{IJV<<F$KNJ+7h8j6l^Wl-)a;_fv#L}$@~Ti;$|$oaygwMX;VZsVNsy8x;|#% z4;c;mg-RXMWK7d$hR?hp<Jr8}jPD&X3ToDIDOHd$&i)Y4mO#d*R|!5|8_8Hr+RBu- zAtOvyk+{@|3|HFJj<-r=j3tI2xlAI%Pr85Q+#(6F(lu4Zy(Comrk^C`k^sxPO`ZEm zusf`_=1dR?JBa4_$Gk{r+ZvX%b_EHn6PHa_sgZDVS+nL84+*ct{+wBRp9s>i%$s>p zM2H^IHrnk&1Y_HlQT8e#9{szk{7;^U%a_d$b`yz+%&8t+^MU~B+KNtv1_Bz{;eodj z2`HaDm$}=YfKkg51(q%WyhbwIxA_PdyFg)}QwW~^cajAwgdp-P`O^CwAsENJ8EK3b z!Zwkwkr5k(5Eo+q_rLGMa=dTH{1z92D(}Ma0UjajpjJH3{IVQYTMzGVWUYWnO27Lx z?iG;O|BVo`!31iIlD|8gjd8J8|MZbbBWR1~Mv*Fw;Ans5d-pCQG(Gj;@e?(ITaJ{1 z)?Y(}Yo&c1ePxL8E2%z4wT7rURy48wpdn<I`JZC1HbesV<75vZL&RK8T=Ox;06mhO zhKbS!xD~2AYpkk|t_^2aQ$skO#0*Zb1oYr{?hx<Nx4PKrld-NSM;EVkRXr`ubx|hj zKXdXA8%rxJmZ<fxG4B2((6O40;7^A|CysH}`l5<@tJwHZcvRAi#PP*D=-QgMI-q2i zv}E?_plIcHa^hJXbQj<DNI#&1_LkGOFW2axV_(tc?pba0IlU=MzoCt}pIMt~&S>NQ zApfp2mf9FdI;j--LknboO7yIa77R~Myt9tbgjM3l{gNLvu$vn7=6baTqW87jGu)>E zujZA?b#fZ8)VbX_(4>wg29MRjM0JQf^-6P7R>#?jxr{BJ)ZnVZtUYjA4d2TJ6SSSw z@bb=`ao0gr+;CE@8w*l}^!Xbny@;wfeXPrUqE-dhCgv~~rGgud_5r?Z6{zT{L`#e* zql}tDstV=w%S(4Ip*bZS`w|=56{3W^xQRda1{LwqF2b02ToF67X4W|cDT2K(L7B=@ z#KvsaqWvoc{1~H~T4pIA<Vs|&Gg|>q!~!4b{*_1cknyluzC4ont4t?1%0ukqzl)bA z<-l|Oc_q()EGQjmp+B8vAygohDEvtVFTcIA(c^SW!y&zvka=l%FC%$5+>%E2{>#CG z3DP*p5)<~;m&WaNl*n;qDLgV=F8gY=B>c7nRf~m7VER)Wwc(&RNXECGSLTS}!?vGY zDWYOXrS6biog<3TmD|ZYj-q&YanW5vQWSiT2DXfoMZtY)>SR~92t=;xkk&<sVByoU z1WjELbdq*P62Ax|X<^6B#}|ds=9Dv7>?e%9wk<l}41~dJvSO97pfH{-&v<_PH48bh z8WR~8IP+j6yD^l7)GOb{DK;#)z2;r{fXzZxUFz}HIVSeqy7(~SH4~Z^BCn?!nJCwn zu5`*~LThjB=zrZ&%>BeVd;=5F$qxE2*i5u-UPUQXWWr<5w!Z&<7xu5LbXb2m6L$WK zS$C!ws1VxayX_eRcNWF8UtMJ&H!RyLB$ELN+rwku_A(Ij$LCy>D+9zW<#AS)3>fi; zCjZl9KwFNTGp)qHIF|>{8O|v|+A@P{4-W$m_~X^N$LW}fz9!&RM@O=%aWr2s9or>0 z+-pdpqs;aO|M7iveE7CE(tH~og-V;Y{d1#Zhp|EYZ8JJHcEk^Dl%#Vycy;OcZyE#( zCPkcjX()Vv*LO>4=qk6hcTAvhuDiFXjr!Bj&mv^iy3t@k@@n77af9fQ*s7q&>5;f% z;ypeZ;-!BlIlrS~rRGO{`Ccm8HjRz2+ByAEVIfmmLPbf3;-Ymj6>f};cWL{mFfV<Z zI=GdJ(Ng`hNp@5Om#B~><*8^5rS6#|ah$1n{5j_<1+ih1B8<lr*xZ#qckc=XUQ0(G zpU9(N+_XW*ozo$D=S}SwHdA1^uQjmNmV$%r-!hNsQXv0YPSjkSg13H2l!@PDbO+Qo z6pxZ|LA=;1yo-#e=s&-7>o{Im*rZSAlfm_S%HY-!GP<_edlp2Jk#4}#=Cz58LF(m< zzbnX?OVX>Ymm))GjrXM!%gOL;`@22&1qo+@zM9|8AmLrJ{>%}M8$<49+YGEpI4$wZ zSwMpXP5I<45wk?>ILLiyq=tx#t3S5{#}koqf7^MJKqABrw-m9~65$$L({xRih}rMf z$veIi0EZbz;}HUK&&Bw>x<SA%$2^@~oX)_am!k4!0-kF-cMh8opkEbX(=1QG%3TE+ zd1L}UJI*{>zbFLK>Eys|UxaY;MfCN+_d<|e`8~(HTL?BcXT*dXgkV}a!#`9cgxT1k zUrBp}aCMEsgEh`Vc(%(tN!CyZF9K8QzR3zfG%I4?gJnW+{Z@1<eq=e4SKcdI-Lf1@ ze;*k4;ah=Su2(XwIP?C<?|+itO%P6Hh+nvG47!8j7DyQbsbb%I?;7FkCLwXxbR)dW z>Pa!&VT3%c6&KbKjd0+U_Fc6RLs+UsybLchL{t%%)65}59HD#Hj|dwgQI|H-@ZJC( z2I7Ku3=Pn{dE=i0JM|%v>c00Gmp&+V{?U9Hda$U_nHF27hr)Zw;vtW8QF5?WtRhMm zsx`KCE#kVEvYoEhm|{bElSr9O85_k#roOkM*pPa5#Y57Ljmd+3)m3CRT(2(sS<7)` zyf9XJ{{<a*Y+L{DgTD^=F05V|qpJf?)%+pam^SR{V_R0`Xk+S{cvr_(ZDe#3`J8mL zVZ}1DtQyyXeP8RjQ>9uE9X7Rj>7WJU7ybQqBrV)**<z(or-_x<?;V;B)x-+vT%Twe zP3TyfwQoM90dAFJU5hpvknX(dYr(C7UpLL)%^XvQSkt}4Z{upn?saG~DNuvC!`#Hp zjcRB+lHgy+=@R<HRDDy5Dt?DPc-JSPii`F&=N{fxK{@I5l~WNaP-P_Bk@QqxY_sf} z<sW6lHhr(Xbw(Mo{QEVkJe9!{q{lV5l(WC2XSeYgC4^ho7kqr9h#S*>R>qqYF~};r zqsLUlHK+cztVar{=5fi}e@FqHGWW<&R1|RkdRC%Kn>^|_R!QE>lE*jsl(r|Maxm17 z?pbFihg`m-+<`~3@GM;Dx7{a;vfefiNf}v){<u1OqFV+Y4!)l6ePpmz`|&vWjWo7L zv0fKfN#kc~Y)eUvG#KI=*Aos(<IGbBk86*m;C%CxU6QyI(vn;^&WK2&u`jGoRY(Gr z-kwvuUE&yFOPxRX-~IdI6K{HKM4>@D_jtrs6hrd`E}6$gaH8tDMYpsFZalmgsQ8oP z#*Fj_!8u_tCkOxV-4F&>kBOv>y)a(7G+o*wCX5F58}Z3z7OqdT-XA>2Lhi3WX43~) zICqFm3if8<!l8tV>pWOEf7#;BFAElgKe>+9a2#2$;Jd}`B@@yQydnk~n0VawAv5Y6 z6VF1)lpCQ;=-c;@Ox>7}C!hT{V8X;&*BwDovP`)3&)O&wIG(URMUDMn;Id9jYvw2e z*ZL+8gVP_Wqzzv>Dj2Zg>Fu5mXTT{X+rfSf174nsgm+pTFIY2aM>t+=*^n||^N)@* zN3wgw=IP+G=2AW1L&uM&-!H0F(cvz%bKPVi9qSzh_FUt*G3vrl&<UhNAmQJ_{5sBY zk!Jb1CUi_o{F+)$qeJRUc<#;bG|&b4mb<;;bi?i0!7q(8%$NwpoV`H9%jaHJL0L3t zMaD-f9-`q=)F3x2oQAO2n@x4@94E#yRrT~}&{^-ZP$@ve!OagBv|dw@_FQk%liO4j z4X%HEqJoM~cSjtypQa*_POvaY`|o~yUM}+p71qnkJURlXxa(u8k?Tgqdatz^SV4tX za1(1mj0$z>Cbxn=6nKWG-L!c9-~S#%kA1#FLAYzCXlpeEw?DhZ#1&CMyi61f&ZM9t z_|82~PLCM>xYz2+@uc7T>?PVR3bJL+)s$FqT;XCRImuDrqPR0{xgZ7i_;2++{z}F* zZa?!_PLC`Qx}E$Vk+JPZtf=WNGCl{rHu_pf#w(92@%IzSC`yznOW8}tW%-g@etu+} z5L+;#nUmoxzx~0a=6~OZ?U3w~BSU63Z@fu_(>u8a9=XfN=(uM0Z|W}zqgu@(A&*E< z`2F~c;&~EO>b10A9wFiUkx+?C9B=L($a|-%OM>e9>Y%QrBvdRMRuAkYg7_+pU$=pX z{+;QXy;($b{8Vv1!|4>kqcIagx<s(wY7ZV<Bp_@<ckHHj1c+>m%ropJ;75nlbaycU z!#QsId;<x%&bzajYD&PQYxJE7SpqWn6S~j-6+-SJW6^O$2#K5IyG<Vn;a<rKktJ7! zV7)5jUC}Wi+=`MsxtY@^?yRQuU!{fM*rQ3k!|9Sb6PK#Mq2*{dS`qm1?*INSta|4X z&v?xhxI+7K{-(wXIL)0N@aN14{?^GAcT8|uXw~%955`b<Q5C=Ws}U@}J$S}jY=lmw zngbu%Mx67m)#}74L+sIR-D<$`WPI}QbWNBcbbY3FFgbl<tMT&V@Dl@QX+04way0;D z4{egIYygu&d#||*`UrL*@`q9Mk)Bi5d%j%{PIqst9OC$5W7bEHBkMt2wLPozlP>P~ zJ><6w(M4ay&p%0ey6AW@pRKh_7vHxkn9y&sVc`(VrtM%uZSmXZYBP>E`IUMzBRbf{ z$X}d{*1_)j+M}^DI(W+!A(6@HlA*OuM+VEZaaYNkbSz987Uz$o#<I0h+mR9}N6`i| zKqt5Kmlmq`?@>PNqXp^yXq~MRS{O6b5B46@gzGq8$AFe5i1quQi1lb-&FOL<+XM|L zzBs%^K}`cuAFl{?jHu(6hTi9jqw1L3{k7?{v^vfuQaw`=)Ij=us<T2|4Nqbm=NWfY zk+`Ms!j=eC+!xlRv?y|VW&PPb?!7ATo;}hX9<74Tw@qeSj8w4Kysb{|qcVPJZ8iIS zP8oEc=;J$}4Btp&ql^5?_#{kzzPEwXDU%B$!rDskB5OGjCKYjr<g(#GmLi^RqL0eh zDuOz8E^7T(1+2d|T<{@E0WXSfsa!Bsfa<a}6ZC$0IC_d4e0)eA!-j=tAF}1Kd}&zT zvR880w*UU7#;tP5Zf!J_{3Z)^rMDM%70cqnNFd`<t}NUhpC2z<BMU`Ao%Wh{GI*QG z{BC(u212{T)^r8RKziTd|A(&oj^^?Y{63yal+T{_-uq*(^3o!dq^Oipp(v!OWkeE@ zD3Xy?Mwua$(KpFxkdd;AifD=!xv%bX?sNa~yYIi==ej<Z&v7{CdR))zbG_f6>b-n2 zh;a>H)s`oX!D=nlU#kg!)+@fytCIpF??oEjS_)Uq)_7cFNrICQU$#O_0ynIZynZB# z!)E@q3um8+;p3)jzg8=YV)*1^ZueyooUFV0{ZG0G)|kot65)xU2y^lmx`ZLv==Ifa zlQ3RpdtYe&%!O8(R-}9r7YRS}n%u8&5#&pGdefKalDV=s3>z+7v>#s{G2`MfKTq+j zJQor{=9^yr=Ag@Mo=Wvs4vgkMEslN9!Rtkql%6UM)G8|by8}50J6?3R+mwUTBI9p$ z=^O~Zcx634!^XhbI^)`JY$(u5Duepj2+h<q+1|y5wbe;0QUe=xCI`dEE7*89v9kC| z1{;|>MoF?Egg?xQmd^ofOkH#eDs^Y$(~!NL{!%t*(~;hbd2IOfikEiDvC)bXJ^qUb zp9+61ll#oVp{>i7e;Qzc|6P(tHQ`PM_h|F}dn`Pk$c>pvW+8+e@HOBd3w|N{7ub8V z@T|0wU0}w-+85HFMd&Qt+;z+U+5{8v&--+HN|+E{x4YddmWgVi+RM5@Oz<<8rgghB zG4ks2NgoR)E^oa0yo1fexu6wg?%x<F>Uz0Trk`-cWaIOZ1_s<Z1J3)VF<>xxMX+E8 z1HP4atu|XRu-o4B0h`Bw(M!EAM`!4Wi7&kT^$8vCI*zO?y+cQ;eR)vu4LTm2*%_i1 zMMut~t9cc!bTn;J{p4vuY|mM(*5}bN@N)kJEj2oRG<`@SOVcqI$g3MzLdREk3He)7 z|K^)y9d#kx&`-2Hu6Un@hdS<Aqxm%a-Dl%@;{pww@YagJlQbMYn98yDp<&0gS%dH< z;`L*(?`PN0&{!td`oWwAVI$+UH|2?LkxM!qOs9dNX@B|fCn~zX?6zBQmkJM$)>Wm6 zRH!+wn3=StBLC-}eXotExN^|P+;brnVL5T3O$`*R-6krkdXfTOcZQ9m9|gLpYqeNA zDR92~vcyB20{L9cKnCH2vh8qQXeAkXIlR$tN682)*Y7w<^hc)QN`|{48Of#h$XY~y zz+=5Y_aF&F29|TtRU|CTIaOyKPlDIgV)~K;B;;&qWqoubVX~P|zG^k$gpl2nU}X}j z1z&x#W09~j&pvMDPa)hN6)|W3b0X8v@AeHL>`sXN+K?rL$5iXI%5)*b=<x0NFI5PW z>i?P5T@pg8e^*;+ln}0dx#FFDNC;jo&ht*W3js^|-C-$&PT`=6m{?PgcZQ^y#hIeB z#CH1YMN{lsu*LjPkSUD$*)KNzHbIH}bFbs;Ot8WC;Hpa(jq#Oj=A1HP1n0%1--RJY zC_5-AnJZv~DEg78v3rK-tJ+mFy5A7geINF2)-(ih&Fhs`XMn5%C9cX+1AGYFaH#x< zKE4k&o_fO8htFCceQu{7JT}q%^)2<l_CA$UyFd>=tzWt@PwK*`H9KO9j4q06{x~-N z(!tJD<*7AgI#_qUD=K2I4h9o@V|@j5P}0OTY_8;C2dzk@!=H!ku4C7G^oULgXi~8y z@nHFk(#ZEh8}jXsV~cNTBl%kN*Odpf;W3;op0Yw4C9?BQ^is7!ciOID^IQw@B7IU! zD=j2nd>y>5LldLhM_MVXG!Zlqd|GEn1Ci>NJ0Bj=K;wg(pHIA3$HoP__jFaM<LSx? zuWcUcSSMy#1T%FksCuF&tU~n4x{)8hX4UZflB-*Cp&GuIe0jBZof_)ujt_Z!SH;;? zJ(SP4R1tS_s#J27Dq1yG#8O99ut#Zog!WApBzX^9|Kp|tTh+->xA)4(HJ~ke<*$qd zJrAr`Qk2nCEnXX$qlD2nELMiC60Rt|JG<?dBDl&1uDTZ#@zm4l<l)VVxGuHV!Mam{ z_`SvEjcilE#}xVkVJQXp1=6=rKg)xa;P+hgpgex{O_Y3HBoDKj+1u40$>B<f-_e87 za-hfS4s=S%LFG)Yp%39oe_giV(0W<yzi>O$Ls}L>Q~n2QAIYFTg<m~nuMAqOr(VfU zNaMEjz9Fv|X%zNv&!SsOW5R2TeYb`bTw+eU?b|O2h4%JSE)OMeM=sd)h^z$Kk9S%~ zvLv9!YCSw4Esj-pC3Y+^7lYd^P4bC+QC#F7R_vmRLT}CGsR_cB9i-vC*X%{G^D>R` z>b)>%sqqi!Rl>0N6{{X5A&iI9n%Cyfaj~~Rx+Z*(3(4>gZw|lY!aV6VUr_-UAu+*x zVY|3+bg!PU-pEDima1Cn3NA*=HcWKuabb7Wc;kKvE*=Vq`n63F9isK}x?C#<>;`4G znCl$ONM1Sf@dO7pl+&sX8#y>@l!O9R4kDNpuipJ&!!l3z%<89v1KdTzbix%5x945i z4L05=W&~@6vEglzrZMc##)2s;0ec%Zb{%VGHp#Lv=e05-k;z8$D?gR@?^xi)&2~q$ zvOvig5ZP7Ff^NTdgJuZ}N!il_?+8EUxpXN-1+&n4V3neh2Mb?JH|0(`uwW41tPrBj zg1fDr8c&3U8@jzOYNwe<(ELDN-^0WqZy%e#wM+=zEB+Xt$^`n$#Ekzv&$Ycu``11u z7S?<hXmDmi;ntnb!>gE3f6um&S7G9Wn%~AR940JjyBcrsF|p!uXNBn-1`0a=&_tgz z2)A|0=KxngsJ}Ha@Ve<*c2hZn=pn06+ZYCR`DZ)6@@7Dx<4JM;CI(LO4G);=G7!&S zDY8VC0ild_6GL<cEcK)P%J~>5v^OY9|3Sy#h<St8FwrSr%3}=LiS0LStzW9>__(^g z`X1pCugr@7FyT?C!N_5!lXOH~+EMY>g${L-XY6`wIy~KvkA&*dv5(vsrpuw@@3kf$ zx*)M#p3eXICk=vsY@g@#(V(TgdSF{E4YWnWO8hA_ICoMj5)aa#l-lSkW<_+2@a+p9 zcr*w(p3rYspuy#{Rrd`h4SXpc?@uqJVQ<AZh3o+;ZaZC@Q@=@t-}00Fu3M;(a81!` z;ZPBq-dQaFgo6Lt%9S4#P(TX~Zx4y0pe>ebE#W~yxTD%?!z~o7UR8Sjl_mvmi?yYz z2!D8v)9TH_6lA&WI+iq#f~1^>KeoRiqu^3u+n*{jQZ6<ZT!<t??)$8lnll-XmmcB$ zHX@^^qhfx$I2pU&?&m)-O~U>8nyc6Jk)Tpkn<v{s!jse_jR%)V;A~%<l@dsT+_|CS zf?6c_+)UgQ^H&H#S5D9{`2U}`@_$BOsaV;*SA-vfMz0HdO|kvcufom4ro?&Vq4b;8 zgg1A>wlBysfxV}3L1nZt%0dG_G?^HKeB;~o%aca<UA*8)^bI3?S|KD;ZDfSL<#88# zXASY?{0?vV7DH@){^QQCL_^GQZCdZ|GsI2f8O06GhR7azF!yDdA;J<gn}&uBAh&OA z<Kh4VkT=)$4G!yL@@AjM-q(6yY%;u@vzF)=TeF85zjfiF?%{lKTo-QXJJ+YB>O$cP zmR#DTi(s~5z6e(rlS`(a2bAhy$pMc+8z&u{-B4rOr>6sh4+q$X9`m5HQ^&4&FAu9! zUu?L#g$H-dMOg;YJah?*m2d9XhI`oEdCqCtAbT4p-rcN?ht1yx6I8VEbZ`2Q@O*6q z?dLbX)}#fEw1koQTeL7HY#qYatqDb{LweaEO|)D#XlN#B!e+nA<7WXH=rl0Mx7XLe zPPZF(8*iy2^S!}e8*_Dhh%Vi|zgrDzcQnGM_oyN97-Mmbq#BA><(j!qtD>R&LDtOz zRdjpS*dO|%g1XqFu{~uf5b;*o9dcX+u`kRX{rlYh$78R+OB@xXd~`dP8>x&K#=EH8 zK_#^L8=Y|?d}(a_cF90N37Zvmn&tK@!eP{8Xe3(^1y1rS4U84hXR<$f&n*QsH*Yy; zd{_a&ZBZ{s@(S2%+FUs}A&=w<35lXB@;IJ0h$wY=a4!zKRgKF*_Nf0J<8V1h)F;xD zxpH8CI@=~$EDNKbr|)ewlEsF}Z6uwCGSF4hxe|I#1|IkwXQLs5BaHU=ca72z%IUlM zbfYxl$HQIh7D!_@WU2W#BPmERB$gJ}O5!5@>B+5ulK2|8KKfj*1eV*+7>G4VpocOl z?EhUH&mVq$St2TqzBE(S_A{b5F(jW~zE~8W^{XzzR0LH|EyJp>31h9ppRpDVVVwDV zJ<*9F4COuczhYi<VI?qjwx);+YlO9t!@0QgR@XV!i;L~wbE%<(E2E+HGMxrooVpMq zCcw|dwGKA>^&bv)b}ops?&6?;6hNdk2m9kPe2n8csN&V5^9To<-b7pNcjX|qEMcSM z8V+>F4%f<Ca}e_Ayq=N`2iB9T!Y;^j(68{RK#-3EFT;$XZ$H_P9rF*|NO<F1;%>pM zW8*SgOyNQ@8|Ft6CaZU_@hIu}hP}3IyyPq_(llj5^7n^~RvF^B@{P{=KUrA$&MJHQ zEem5G<&NFyWZ_er^1gqaqJJixv^ax>bKdu4bI-6q4P0Nao9GoCu4$v98w+RuOgJ>H zBs#|N<L=!`ETkRKZ2!g2g2>r~MSJ?0C^a2e#{7>7e|z%Mit9`aQq6h$iGC4znBcu4 zn2D1E3&v|VGZDT@wlQc06SH+1^*fB1xZXKsvRs{sCl_s4B9ctRj7N69TFiu@=jExq zUkv2jNj7&LWWdz_O*5VF=A)MI@jH18jE%otu<rr`tvjyDj(RZg-^*R|3+x%-T|M>D z!-RqNYxSj?`5D+rTk|FCBOM{8Rm1CF(NPrYRQ0lw4r+7IskkIMSnukK*Pfz7e(ra= z;4Z?Gsgb;QPIMf|4Vk@RPKQ}X%Yy^zbf_L)&tQ}3_*1j7x@wGu7Y^zVVtZ(4ve@%? zBhfcGf;SxX%4oQEGic?)G#Ua_whc6#rXlW_tm$c@Z;C(XXIT<`^DNFyi?ob}cp;I( zA38KVvixxEg)9vc-QOpQX~g@TNxb#zI~7BmOI>e9sVE6fJLYkR3fb{x^~@M5zUNXR z?s`zM(o1#kVM{7Lvjvr`HK-t2{aU+Fh>CXGgmZ~Q6g=9!fBB9UVr;4FS1P1ntCV}v za0CS|rfpB+iS9{zz9gHfMZtHQ<!9fpD0n%1oD%<qjHBl=Cas>3aiVTsk<fKA{@yI! zP=1JvGpP>-m^?DN?=Icn!XQJlw*OVgZxV{DT-rBvkl?*Jbmg}k5<b*q#h=_mLYKe# z(Y2O@Ka1y|Gt?(xYfe~aJB0*VlvYK9(Eoid%;DVXCE<mp#Q)h>=3cQWnDZK@3QJA# zfdB2xf?K9Ie}qKQO(Z(y@cQ+YH;pmpSD`Jq)fipxT&?y98H2hcwSCoHBm5_8zi!Ce z2&;aCp+eXQ3ta>=qhA?f4J$9=Qk)?|X8q>1t~JD_FO$oM`3)g<LEq7-#{eQLt9pfl z3~)QY>7?p?eT=1dp7&m;j|?kc@$G?nkP0}yvRqaV?_VaL7%k9+2G>6NfQv3p+2>!V zmD5FpiucdPF&(^Lxc#)}JsmU`?8w>>po8ZP6TT!B9jHBNED9OqfivBj&Y#Ic-@#hn z$6I+wOnuc=&*P!#eS*<5J|2dIbH6Og*T$~Z36jHp+Bov?%IKJaHa7p{)^#k@#z;w6 zn)Y2Stfr>xY}l`bqpAnE(@I+S<}vs}v|ke{w*w2EFKc3-ploZI4AC=cE!9VIH6Ymj zJHf|P1N+PdyA<lwG5_A>Tle>=BY`x+m#d+UdvBHxT<cWB`(b(c?fz<rMZhiLd1`3* zEwF3)tSZ`;_V`KKslsnd%Qs=NDrzt7{H0o<f+cHH63AvMICAjBjkIQEY<v0e1=U^| zTV6lB|Ma~QJXU$7)TJw7>ti>+Rmw^@T2OIpZ@VHor(JR?gB8(z#qY7Rvm#P_f{xxL zE8?BPJoOK^6(G=Z+{VsU0h3M{+qyo;;}L~pSxmTcAmi%WHWPVh*hNfUnJ14M3R?u0 z^~zzbVfm#6sdDIf>iIo+lN{zY`M*z^kcGRN?b#FVvKa2F?0TLogMo@>5g$Dn7^=<I zT_C!J|3<mYdZJs73FS8ik)?@_7@4|wNeYcuZI<8EmO`v8hyB4t5>dyL%<qj7-Exj& zakgIq3j7CNh24-q+hXO0PirN>*nS~MyF?r>o(Ua%x<edir}o~67Z*pvmo(YWp<?*( zBX>6LhbXQxY}5}e6@~lfB7+YqBAAZ<swaL@7-Jb0yN0!e@jCnC$@7xJ$UY?;!)f9o z^!mMNr$jEMm^-2ugmUpacj?NLu3XgbP!^g47aDsl-yD|VLTb)9Rb(+2H(3T9*FJF2 z8qeFbw1XJs^8bFS=D<I5YG~(64t{L&iv3+rII``B>(Of*xamZR{|)BA;mEi4LoOT` zejF{I4-Q^jH*mP7z`<c_oeGJC9L)2Z|2gOt8@&TcCiCyG;rMCW<MK?Rd$u}lSbm0$ z+`*Q+y?fa35I*uSXdN5t=Y1+&O1Sgs=TYe~c{WT1jB<|)vT?iRV20QP3x`a#ccnD3 zP%ztcmPB|{R{7Q_@fZt%ulipvvS-0aoxdhZlZA;7t7`YkvrsuZ+(B8)Leq5vbpB$( zXu0u=&><!kd;dM7*UW_U_2Qhj#Y{x7+@EG&Wup4xy+=FGFwuLwT}U>7iPo0ap7%B| zQC_mvdy6g;=g*tu&nLP@dc>mg>?gvNr_v7;pE01>>%X<5l!3rQ_f#%kWgvL(an9NZ z!j-L!W@7sp5PaBuv&fEt&&QX&bmTEm&8IpxM|8}-Giif`Q*_uUXzbqdl8&nPZ~2+` z>A2UhW6RJjI-XYWmEBCH<4EqKDxYvV!g7xKbG_)Od?^s|#EOow1@ac>wdm-pI31!- zqocxZ+K|jgNBmsGy`ir(^r!W#yh(IRevchFrIUt0scD5h^)xg%S;eg)ylDt-HCD=| zA^FC_oj+n|*r4LhYY(E~@v(mItAsn@yPCc_I}jb?Fmp{CGz9TUWzq<D?khgGo*>-0 zdt}A&yGw}oU8*Pedx(nCkR?eK_o?X7U23xOB9-_%L~Df*&ZLm5Uv$o+VyRn$^NDT> zTv>~T*4I)nVv)}g&ZOY=l+5=?FA53{J$GDTK|#}N&sw$$1)n22+lzmbaku(WrcXB+ zMe9#3)xS$ddPw?T!AzoWc1u*02azFNU3usHPBJ_-mCM(xBIAKTy7w^Q%&OUV@sKwp znAG{Nk-AO7!}BARqj4mhE*<@IiEzfEalz@QOaJF{##cF6f3C%wf_A@c{yAa{ld0Qr zKfx3cN;~%}6We>Pcy(1<o4{^;RK&b_#uz^T_aHmT2&BKugCy4*p}$b4%16lv@eZ-c zL3~D_ubD2<j4*^nly*U?rXhAj&<ihpH$ZUn{BLd3`tS%n!GG9VA5JHwE4+vGaOrLi zCB8%t%a=Ch_FCxSozHEL^nP7fYcBED@zX`y@34bqy1Lj<Y4UrKfG%!p9-Q(S(7{um z?Bu{?9ki%F_WAd@y~5h@@;eqf#Q82obRSg*!t>eUIs=3sGy5eo&+?%BvrTPj01qb( z)ptZn@sPxj+xz;9HcDRetuE-%hLMh4&VxK{e2){l<r|<4=bn=RQ@Yv^K9b^QwLlwf zTIBGBDO#Yfic=u#Yk~44;#}ihO;kS;oo<oSL`H<&=CcKaBQZ-K|J|#Bs<Pyz^^@w* z3cvR~AWt1X-t}H}lTybs*T0S%sp=>!npm9iNDX45i&y-<s)mTsy6R|4HE_aQdeX*J zQJMEkp*&s{?t=riCDN)8@^IWtyP<-(aJ#=LYgKUJXQV~QA{C7Iwy*QgRYtjw?xKe( z%GhtActGlb66|_}jgk_Ta4qLds;Gk!%B<}3eI=D}YfP^6zi~ypTwq>Etx$v-ye*E0 zE26(Y{}f||A{JdQ8F~Cs0S|9|9qf!&z!f*Ib1te1I7E&u5w4QQn9-rZ>zm}!d-<D~ zWQQEaoM>YjzH(STG~Rw>P!@wro;Y+x$wDZ(Xak)gi$+lw$ta>%j{IJyvw5uyXwDg# zU4NwUNOi^auq)Cy@R{bQx?UQl+y~1y&Pbs+X~6llsT2f%25Ya#lZ5$x-*0mD5*YYU zG$DLe0t*eEZL)Khz}psstOX(x5D+R#FB}j<WZzFUj<p#2O4RJ6dPOl-s(vlNNE9K~ zbtg5;L=aKQNY9KD!KGv3Q;T>a=*P6xK!Gs2Z<Ok7p$X$!fwcRk=Ufy?Z@F1p%!U1< zj@$p061~#6Y^lKoF7nOSb)9nK;#=(ACC-jq#2sfe-qzqkbFJo@2zf4MYlfHoA-uWd zS!9!}%!QnFn3c0A7kd^t$xP1Ug84A!<<n^n8f3PFukGf5FNPwTlE*<y;Dkq7E(fYc zj(KLW95{Ercv9}mLAT*`qj~r@&qb!=gg6Jc|M<0$XW58uRtR3#!iLBzJ@J}sqGu9) z*DMWX<JHLBmYVHsl+F#N?_0yhPammsPb3JBnsk^Ui`X!Es4->yjfI*UlllMVK^DCq zRu;=)LFlPyaA^b!5xYzdZ1!OxGw{vcpLQ&$Y<(!6rpH3Ejn{fTHVdBZqInHpnF#wY zVz=vaCOl?pEfw!GQSijO`YF*d{nPvx&s<<)|J03p68o7jd4K9#hZ7UzOP>S%O_)ef za{VDBPW)V{li$C2kmkGQzsx7PMe^IBtuC(__`RV9icc9B&2m&~FJ>SziQnhIMFuA1 z6P$z(GEmolt+3aPfsNYi!TL=Me4Y5<dBTi=i2pK{x#%*$ytLeI5t{+q?pk)+3>^jY z&h|!+(qTOnCFMOp$DE4)TEV+?tY6!?;p!zijLv%9H4LDmG0!+{#+i;oN{8Aztm#-3 zYWpHkg^r&WqC72_bi8<Cn8EjlhNC<Elv2BC5d80?io;zRWMWf=mX{FyBByO3kVHdi zbk?4+C>jp*FBUI3L_<RFkF|Cih~pNEX0wfGU={@~`>R3&%PE1;D@?=I{e_-QM8~M7 z{VG%aMTJfYHTL}g71G=@OYE;vF?+uK&BHxZ=;fF1^fITy;N~1jTZW4J1s@BWzEL3K zc<aK3`xMM(Q-l8tqF{7hQ&4~d1vZqd=S$>>UdigYeQcDB@PncyZiFWqj$&de)nxog zJwDofo{aUy@{gSD$w<rWX`NOk;|TYIbT{G1&RsKI`O_pklK8=ke@8;m!SQoZLnJgl zS#!<o4hb7e_9U4QzRY`l>Mc2q1p9q|gR_E2Xo--0ee>x5^@UGqgT#MXrfAx9S70wO z3YO2m)t70C-=$9<h>4oQ`k+`@>6|f|1RcIVePe{nYKP7BB8}isVBme)#t4Ih{e5#w zjIboq=xF2{L$E(2bbcx|1bN*7{^1LT(7WnQ>993~d8czgxsD;^+qf}zzZ&2mD9`yl z3?QJz89Uuicyst5?QEDn1W4QZGJfd6Pv2-!hnpTQ{21R7NzudE@n(aTGrE{ntN)m% zp^KX97yF{ib&&kv#ldAhI?(=g+4A>h9r)>abfj=~VAHmKZ870W?||8zUH5qyO)GyK zc#;R6yxXqBx;&gX`fe(O!o$jJ^Muv?M5jb1ZxM*sMs|o*n7^SmJaxPKZ3MOP;=k5) zd#-7rV|GzTudNogmq%_MEYk$L{K)g(Bbr#;-dXmhPy=<mt#`eaYe1#r!1fbD8Yti4 z`0+@&I{0FD7pyl|hueZ2mCfyH;FH}#ZOc=Go8QnDO;0t<l~i?fa@F7;ch0Z)sVZES z=a-U7Rq?Y+MD^8fRh+F9zPxQ(1*P$vDz!!xIB|6>w;oWzfbDS2;e{#)*rGl(bx;|H z1#^cF@RYIn+-fcD86|v66Qq91Rl@1o%+rsKD8YCp%<6@x681B+Y#*m7;%~5icKJp{ zT&ta}*ZisgVY~ZFB5D*M8CPa_z+V9kAsNMAzsMue;*4)}lRWxO52xKYEf4qh;ZFxN z<-srDNOq5rgQ}}V#?G&@D87Hee8N{2r&U%i@i38vvQ3~!)_@FxwlyuuI!N?NrmVl~ zIvGsf@jI7Bl7Uv$#~W4s()hkUyly;E8adQbT9LRk$^>XPg;q&n?*m&tn*d1&=j`yD ztdzif?O8YP9THe({>#j<R2(1k?<rU>6GzpTn!+tl#h?+-P;q}Jil)WqUnEtFB9J<J ztKFXP<%86a^KTKnzAAk(q*(-ZEprK9cZ<LRQY8Tt5tyI*+-%k;jN=!qZJRWN5&Jyk z`uR6p%>C-vef2sQ?{d|JKON(ub7t<ap&b{tk7Amx5^j9hpu79yGA{c1^5QwRggdvc zH>gsH&N(MPKl$G}VGhUc%!P7r);f4e*bWXtNL8wa>o};Xc+&XTfP;$S*<C?|7yn&a z->xsn!Tdl+-5=9zymk2G(*BW+xyhTA#UpIuJS|z~+0Mqq!et6tjclw5SwGg0!^W@p zW&eA=%7to=xcU3p2wOcCQMrwc8*-mhO^9A;`DvPPo681uu6NvXJ{yS(B+i;lvT&5k zww)eeVY)DjUEIdPrGsO`fi)~_*!;U@DuIRboBAJII?95Vs^sQnZY*?9{#QP*l7;=z zhC8CwSXic5dS05uLX|;g<I^c7T1K`o;$Jgyy7;5K+fybSJWs6<s$jxR{npxu7$)>L z+t`Tv5&oo39=&77gnIhcA~QuM=G}?C)+@-wFIDA?fH4MU15E$WTNwDh+^YWHx?!WK zzc>l03<#^`E|NXUKvGWa)gi)_9XlS=VplV8e1k;5zxgZEy1C)+$qXz_z4Y|pJ37j9 zxNQ9=bnwT>OwFsNgReP&(Rzc9V~><7GcVKe?Sq-?-cUML2p*JMd4P@wyWh#n5&fd> z@Lij|gAVg*26Ju`9XV%pM{b+avF_T)w4WRu;vSA4EeU5_nWX#$ziBWYn3?SwrQy@4 zMsD~+8oqBo?BrifLuabh+SNB{NZBsr_A8c#*ql0<qJuP8jVIAOh;CV$vnX}>N}_9q zI_|2P5S`K$o-ry-!~SnyK4;CRL84i|wZDUk2h$ph!}F<7PP{dxa)yd?7q8yTUrWWD zpqjde1{KuRKR)sCQ;}_Dd7*8Dg29Ux%a>+TaDBDZ&7a{E)cki|q+}-r@4k)ruHjK2 zT((<!0hNNptgH{s-^uWDP?^dZB4gBUQ}@n#GA?Im-dtKtMv`!PXX8mS>Y6<H_pBkq zVfVQ7D2t5S#oNU8JR{-pl4m`OlSznL$$Qg&l7!~15?+_LlaTZC#*SaIB#cn6sipFh zuv<kr*7>?A^u%gvSLK>w(a*4hg*Qy0>nR{5N^F0ttC#ZIXA1H&`4IgJCW!v>TGmX! z1Wz9w;+n)7V@VWw<sK1Zye)h@$H_B-r;WGqRyQMj$#$BYB>E*?gxf5WYKY^W>;L?4 zHN^0hTbV6thL{LC?(5%Y0Q1E=c8{1Dpy0QD_m6gcxa6d}8n4mEY<gfx=a?SwRVKPx zQxEK8z0FBIx;Q6VCtMY!i)Dp3M{>95qR=7Cs*|P*!GIIGmM?YidmlIP%M~4XXdd_L z+M<Jp3Jz8u-ti#0ZQ1tO0v<#k9>3SWn}=t7y@C6=JRG(oXP7_J#(vdou|;Xxn2DJ@ z))1nNSDB8>lI*qNdQXEX&(_8wA6@;U#aei+Ap2-mTMPX4#Z~`$Mc~$b_Tv;yOhzTD z8nHAn^2Nenewqf%*~2O`RvH*x(I#Wnt_~3o1-{W_bqq3l%@g$1F}uFVb7))*Z5?Zr z_Y%G&dTd`6Goy-m#aE7X$EZSX{zkpKTB^8yTD95WvkF9iyjHR=S3yo*dk+686>N3& zx^Bx;LB8WE`jug2EQ=#AtGTWWqt_9w?heXu(i>XhOIOCdsPW?|T}qglUsj)SR0*TK zacVmhm9T1yt9Wa@BA$!hA6a``5wWB6?a%oXF+fR=*_f_?CH0IQXLl&zGVe{qjwyM3 zG_PxTd_x{jy{yNVo6947YmJ7)GdY~sZLxAXEQiPBSwEJz97=AP{R)ehh3BFbJ;_X2 zr0sj>^!SPlHgJXflbs1?Tr1v<{FO$?e>`vLbZIQp=#SR$m4<Z~pFiu16g(sMTq@O- zg4X8;^*8=VV(y!a)88ry+{&j{@V^j8wx`ZkdZsw?Vvc@>nK+IeeExSoSsWDW$Ex-3 z#qja&Lxq9@G00A=JW%yl6e=m}N?*2$BHHHO_5DXgu}DM&cbKAhJ<VJc+#-T)<bCWT z>qHP^>Zcr%D2$Xsap$93gwfJ_pY{G17j8CR3uA_f4tcnK&Hk%gaASjIZ5_B!RsT#m zA;ZPwOtZFv5Eq;83|6*&=O7_OBc!#0gOPW3kvo$)SY2^6RXBnJqsqOVnY%e?UL+V7 z?ZScF8Y@|CYhwHzox>x%Ne{m3zjQqZINvJYt;fN#G}|2>!W^(qF8==g7aO<bTtfGE zvk}DP@%_6WW=WD2tIA~K<MyGO8zR{7*q-=t%!du1yKb|~&Dj{~`LVZ*!^U*LAfLl; z7ACK|@8yoOu<QMdeQYBOif>Li_r$R<e7R?LR3HljFa2-mxUitrC|=oO&O&yLW2L_$ zi?}Y2nNVP`a8GgLvk!Ajq_2_jNO{ME){Z}uYY9gzN}EseRWk9ZDw`BV^osLOeJk!> zCgLuI*}U1x#PIP0Yc4NmV(qivJ?gSd!VS}f(O(&m(OdAJVkZOH4<8(-5S|2$g|OaM z6Z;R&zPeq&fc48BkLVNzq})$??>^7K&(1wk!-Ojq7gmdA+c1#q!KJzD5#7>u)N}!d zflptvCo(4K_$=XiZ)ZOp=|^S`8WFzO-ij)jEF-#QTi*4;6v7qBP5yonbQn1C)vN5I zL(;rA{k;Pne`1CF(~an0Y5az(6dha5UcCGHgNDCf#lwsGY1sECNa<)R4O8>CI+>Kx zpg(qYgqBIeTIZUheMG11I$7~P!=HvNjG;e=-Dt>GuRLnKo`(6t8}&6-(7>zn3;n1{ z!?>J=XeE_~=7W#EP^PFjLwDQsypM|TDvf8yDyS&({o?p<9T$<0`SRn3sL+=7N@(|@ z;#y_V;^0+Oy!raEYJ&<Du@`945@ag6wnl7jCS1{R+Inszf`W19T?2<VQBXEuB>q#9 zg3j8Hrwiv%AoA_Y1gC-w1@)Agx=1qkHy!>OwUgNPEZ@yAB?Gg{r+dZ8*lLj;AO4Ai z@$?0%{KX^;VDHt+a1w-+`t5_fNI2Xr_GGU!39-95xhnc3$eCoEpfLaEeK7Vnaj~6? z&EQfx^;hnPDH_fkZM*l#6yi^oZMt*I6edgWSKTMv@w4_-S-r*-Gy7ZKwbU46diPkY zm!UCqwtoE)(PV^@-{a4u_88$)mcRZcWx|u-b4KikhA5PHZqjnz5R5Fn$S4~_7%abJ zdQ038k<z!~Ml%fXO5<b$cR~;OKgXY~r0ZcSn0ko+g)S7nJT7M()Wxt}pW1h2UA%u= zzDROT2TW3oufVVl2D7B-bfQ-zhqcG3XLP{JlL{7f)xk{x2hAK)9lQ?JO*;39hw6JS z#r<tOU|HLh?i?OW^gH5KMDV~_L!+O!;o+m%wxe5>c!=fv*S(p<gC`%8v9d)Q0t;_T znk8uC-gfc*!lwvt>_u5(%d|n6?5Z@|r-k7YGlONqTIlXBGz&eiiQ2}Z7}M37*duAV zG<Z$}TdzEwr)R1GeYf|OA^GainGo4;s!fdfyttVWHKe}Fym28=4SBnJjNEP1;4m*q z)`zNw(Ccm<U9qZon_BZL+CmjIq~!NUXI1dvrdZ4KWEHd@d2X#_qyjmgmlvMSD#K^- z#@N|7Wz5?s;cu+0j5~kbT!$-_kjFlqBzj5-)4L8Y3DHvmCr2jh+qfcT)An=~Bq~BQ zEGX7dK@qNR+BQx+R6w;5d#A>E1$^~A6jI=-fCX8@(Ul?!*m;#BD=;jN@dq*fmqX-n zZN1;AV6HrZUAb@6YUI#nd-$o>F*zg*<cNJ^${{Jd=|V_?ESjuW)Moq0qVulySc#M@ zIEx=`8LX9o{h7_zjl5)FqkbpEdrTS;aW#J!;nLu?{|%4Tk;aO4-J-)+q#$=YFmCZK zNu2RIXdn_UfihmvY0D9D+<j5|wjfd*dwW_M_OyxNFi~^YzKCM=_q%PwQKC3S+il5` z5rt^!<=-g|BDmPRq1CZf7?cg#XGe>L(Um8D?cevUcqk2&q{s<F(vD(b-^s<fJbN<z zAr}v<Pd2KwaN%!~qY|3VMeL=t<<TBo9Q%FvhZ4~xuIn9E)oXJxvO4+lH=<XPY7>Uv zF6DyXRa1;A$c4#^^7FE79PF4DvgoShz<)`C!rK}S%9igtAD+#@+D&#nR|sDO!kusa zG~+;cSAX?#3gHKQc0T;fhMkFM2DP4z6H%wPyeej+d$xA^QVJUd{OSWM2tNew342xT zU}N<U-DM<QHsl^RL^p`D5iapW_xD>CUbc2*q!Jxce?>yUwu}Xdxugcg8!X6fo6+G< zVPTK=7gla43pLFH+xG5fVKlot!(;~wB7eG~rtMg`?|%ATi7^Z0TkrTNOIRpxe;06L zoQW&Rg^%r?F%c=a<x5T)6AcIF=A0v#xPRT%ZDJP_*_p{EKITjW@76Y<$T9J#=IhTB z-x+vVpBMVGnSqU0TQ;TKV&K~FfvLl3ga>#1=Bb7;;2;okq;C%c!H);sB5WC8J;_Nu zV#PrC9=9BqWen6uZ=fryGJxmJ(@g>lFocD&&wrsKGAY4wT^}8)>ssoB+vxb%r}t|5 z9vvsU4U8j`=t%Mjd`coZq$%qAr|T=|n9?1j?A4-!>D?VfqS7%D*4OiTmIm*&)(*qJ zXwVuDcYE=ThCdyO@zw8XSShl3c}g!0roCTl&Of1{E-p`SPc043ejN<60vd+2e|(on zqajqsQKIPt4Fk_pTSDDw@O<U|)OZyQ{rlXH2x!x=$s{+cjzfdX^Z4UGep6AZdx>8A zl8R%(n*yXSQ}Mm**9C_aR9F}-oA;1Jh3|qdPYV80VDKvEk<&{Gq~7uetm~j)o4LkO z!&1Txjk}4t$0_*a9&<~_lGyKkb?cNo1#)xBZ%z^&@;i9_)7CsP{tJE}RuD(V>Ej78 zo_=JkKm6m~50Js@4Y2>BO~x(0zt{h&lfjNq=437*<LQ_ArXfE`h?~xqIq`vnbs3C| zpf@CZ&0l+LQws^yOy^XELK1Y}h`bt)BVkRfXMKV@39a2qyl1Qarz<~3zVntSn1R%? zHDFlU3{$dc((8rIAh@xhI+|*R$gl5ZTR)hh>she(2cl!V7fi0f2NS#u|7meb!5C}X z>NKU}jUcV$QaAX_5I-Hu<PL2odSt_$<F`Z%aU$YP&e$abNL?*b-f3@uy*KxZw$$oF zcT;$iWtcwvPrr0|YNQWJ(Gxj`M|yaw?cN|gPY+K5XDnYF(1q{Qtm0C_mH)N|#MTMu zqLPx6J^!-~e5`6F3`%tH+{j>lD&dOtCab?1&;fP9ku`zJI#4clb~sGY!O8C{?<95e z@L9yuvMzxKUByq!+Sc)))Zy0XE6W4FkMF4cv^HXl1Kl^=(Z+n|wz$p5v|%{hw`RpU zZERDp(qAmD4GEK8@5i}Xh&=2&U%_4ragiEH%o$D0RPmo2_18pEN}|CBNll2)PK|Fa z(!k%NmF!1K8dxsfby}fR9Tm|Rht4Ug<G`$n=iOd46#x06`X)mS8<%=<A|2Eq8ClXb z|F<eyFP)2{w5g)M`l9lV4XUsUG?+KdQAOp7%@=r0Dj0iXY!+&z0%2+0*oe={DEu#J zf5=f~Y(G@##xYXH^=j^Qs}?1sT&vtSx=abxBTjaqbBcH;f-I*}MW_WWzq!_%=oBgU zVEU{A8to|c3rZER@tdLVgpC4>AF!tKXbKq33#nAUB@dmwJQpuxd2HB~e0%S6Icyr) z@V0Z097btfT@}J|h|AApOuvvtFki25aK0=Yt9u?kH<ZOf(%Y$JZ)G6jv&HS)bs6-Q z_l)%ImO<4e*}m6AukgKR_H1vK2JG{ERU@TAWoEATx0J@tx`3-~@1!vP*x*a{tR((p z7>QizlYoit!a5pL0`6<?-&xrph9ZxeXZb2(sGcMXiY18Rsd&OhOo+fyYVp3!<|3Fq zvE2COJ7H`dd(m*>k}%d=TH5_v-#9rzYTJBMVysfSapK=|$1kOZ{X~VKnsBE~eTgs< zv^IsF9pWO*c&PyS0T+oa=h{6}xRA`1uUs0-MQE23yZ0y;?nl|Wd)x?*Sot$tYcA$D z7e7f;;o{AH)1xL-E)vw7{*->^;F0U)%Fq!GDo@JZ=YPO~?Xo9=Gp7h&-b*_FTR;EY zsJ>^G5(l;S4o!_uvC*J9bKB?<8<o1%-<tB-@XeYRl%B@Mw!jSqGRN3hHDa9-u#S!W zHzJE<jM!LT*Ld!qE321I2n8%+L+ckPYTpPyLKmGMe8s|i6`@zgMMQsCK1sMA!-A$I z$Y)QmaB^VsndVLw7Fnq2{(CO$!=s?-J}VYZ8)W7NtFiEYbL|9|%7WZZ{Q!Oe7EBJ< zH~RGw-61hfok#S^%!%_C+j5u~dFmvkbeM_$BPL#totbFa7P~FVl8FLSa<z{s6MBue zw7)W#a2qQ5<UPhf!|8tJ>OKZ0dTpuo#S93p4f(L~0t0&=<+Tm%W#B+*;=YUa3`A=z z{NZguylyn7X-#xV1@B;%x)K8)GIR`oGKl^2Ki|CZgO02QJ&IvF9nOdP#inZLDC1ns zD$As!ZOceWPz)Um9gCftPSSC+M{(ZdRywlPG8eV4ql4lW8F|5wj*J%l$uPp3lo^$4 zL8`>@n^kSsiqKI#_GQn)fAjF?XZ1gLLqnRR;G^^o8ZNb5cRBKaaAWn2EaM^?5*KT6 zWin`}4T|I!PoY7_+JE<-SQ`9uyV83@i2W<KSYO{qgT<4r)YGms6f0)&c;<v>hooN3 zD$`Ie9(uW-OT#U@-IJvYXh_&PDJ?ThMNDC}O(fAT*|+5q+|#JwbKRcz!H0@V(n}Pq z6sX9^W$n68bV{Gh#UhPt3YJwz480<}IW$}s_HSJ<y$ec)zho(RP#Y|sKA(cT`jzC} z-DKPxyAWbpONP9eYUY<KWOQtGwE9Z;W3XW1gwGZ-yndT~y0egsGXYDN9U)v<S^Znz z_6Z3t$1|F(?~`!K&Un?lG!mk0P?>gsghSqsoDMsY;Ag%-Zyn*wC9}epHEJZ>Qd{kG zJ<k+R&XqlL$Th|BkmB?6^G&hK<wd2=O;aSjW0(B&Fhz9VMbTY)CJ<W48i_h)j33$; zuGCi;;et~W$8gjT$Le-n%qlj-1|xw(x10?TFY5iWm(LKFcfZSSyJvvcBi%ZZs|_%l zAo{%Mjy~L1xVQJW>A_j~RHw1E9)>9gDc|aJ(V`x3K68gIKBXG&i!sqfXlR4!>yJ8k zAv)C&{+|xEB$!Lmf^@L!uu17N105{SsOY}WuY;>;jd!)5@X&JTh)s7Q4?5dEWR3*! z&|sO$-{HsuORIIy7||u0x4$w<pT|R<Xi9a{BW?8CWQ=S`(nh{dLD+K-ZT!8l&DU91 z8^LiMO-E_k;0>MNw1jG5{Td~=m20$M!KFn^&eMW?Q;Kf%BTeX@nk?+`)r5%TdCfQl zO|Ue3Eb&qU8kYYF1Rm2s)CaS3OXt*4%#8Ou5v~riy}B>j$?9;NQdB<Qs0LfIX4c>d zHSCGFo4JIkhIMm`#Edglky$)PFV#{-^3;6=vmO<Evl(>x8>xam-O^=Vsw!wauzxu1 zyfW5ab6if*P)37IWu8cf5;QBeO*kbhq4T_($2TaUC@87CrdtsiIwwyp-lvGOH8l)X zCgIBDqsN(-6_8%@E-`tX0=69c=5lMX0=lGoDeaHsp?uIrf99+_n6$pf)!OoKJ(O$M zS1AYK6pu48OXP6z;)<;;g|g_{Em1OWpDf&>{iZ||Ww9*fTzuA)3`*}k=0md#Ry=GG zxa=r{(|U1<2gGC$k<YFf8<xhG&4J#*iA1N&IAujyNh3RBPy4lYDTJjjS$|(o3W8y4 ziq&!@G5vQw_v(NIz7>QgOa)6o{GhMsWVblDUj!<SE)hr4^CwNogf9_`!wt1kL?QBE z_Nk|yC^o2F7;&r-LD*b;vYmwpYGiyF_RYeOlTbh48Y7HMrLU}i-@j6}{)k%OW?_Ww zbP`N+7e?BP>w00%!Z69Ycg^2P7z$0XW@n{^!OPGbzx#=cw<o(^982S3>5~qb1fpY> zyp<q%Zso#0>d)$b&m}j#DP^>N<Dk*(=FGqy4mJfH$_viqAkEdbUn`1(C13bf7kG0J z-<ujLZ^glh$W7C6vK-7X4*IR3a^S$Xv1Z;38)|>IP40QY#=;p(HA$jh+^63k>ndR5 z&y6Rtj*)Dv*wQ>hKf*@K)9<9fwZ!og74?exY>0e_%0Dc?hPP+D<iCE|e!TC&ry&-s z0;S))>Sf{k&?oK4|5)($_e`dzv#?Ss+3Vl;N5)7uz5cm@g<YLSR;5I*#LIUKZIoi+ zi)UVE?RO^rv(?(arHhHPr`&#NJ|uiu&iI_4%EW?`ahDeCW1=>HwEyu|CIn7(rTZ^s z;=n1XmybzIY+N<A_~H)+#=>l){l|$;kz8$W)z3gsh;m@Z9R`lPJ+`)i@TFGd?CM>Y z7&xT2vr+yOvA_S<VSaxG#+S%x);lubQCHj;K=g~1`|m0%O$I_UtBq7-iT9;yG1X)k z@cY*2x0ua9YT32P=kpoJEWPRLJ3xopLq|v6BRWdC6{m*_=olRzJsciMhxwV&&31?A z*xVm2Chkthlfs`O9V-c6<aW5msL|2wI3z5*kdAf3i#$gsX)qb)IaCkOU>3oohdrcW ziRo`c<?A$}KP~eXB+^iLfVfn=NW-qR<Kb^3X`rpY|0H)m4Q*EHcjEWZ5WUCZ^u8@L zWcrBhTfKq?`IO>}1!^?Be0w^knL$Iy=F<<%=cxG5ZF@exnhM6QK|ZS#D(H^_%R9WN zn5(;NZK6WO@Mn)-cPA)>Pu|-l2v6c}eG<H~hXP;SsRN!46j*MFIQUhOf`uup(K0~_ z?#Zo_JUB!~T|kkj<r6aUwaO|)ipkjasIxSY=ooVc=~WW?Wb}^S%r06)hDBv`4ZWTO zYlqps?yDpOW`t1w&0|?rQPOJbK*H<u)di+2NXRWvnN!ptVfbmoPtO12KG=WlL)MAK zrg-p1!mhT&6ju)X*?XeQ6eS`*-Q|d}`-X#NK%puAN_bp}^)kWE&8u_HT`<Os^Csno zFOA?UYg{1dVuUlF%f6ktY>2$@MBk{d1~3Y#+-AJj0Ds<Kuu|UumvpkstjF}xH`E$y zcUB*c_MdKM$m=71XV@{Pi+T`Vb9{lZr5+S~hN_d>b&*~xv*)a{F2;GE{w|f)#l7%M z{s=)`T>11XEu=>WZC-UtdC59hRF`)D%4Qw3e9Bd(n(Dx`FpN1!(t)rM&EouH9`3x_ zu(c_MhmoW^Bcbbgu)4Y9&X5)l$#lyc+9G0X*cg4{KW)(Mcieh$O&ck0^v@q7wb805 zaktb_8wag6g~Tdr<52hQ1nrMnNH+>l5DV4<>uki|st!%G>@>X@aYPf`%d=lUe$>FJ zU$ygA#A!fT@U!ANss=Wm=0&J`t7A!5<f+es>ZpoZv8Vfi8st{VZ!Zc_!$r|lD%8|) z)+*+e)m>Hi|0Kn_xTxYlL#jUerwVTGqkmQ<Jejw`U}D1p75x6;@I*RQ8CS0ia-Q#0 z#@6d=AN(hwjAwr54SnAz;b`GL5qiB6pxYy7aYhNhq*dfBrxcOMef`R#LJ@<5m!3o% zRs_q{ey^nf(J`zQS4?UZphNq)^ShS<n#*j<Z)+%E)e6^1(tUY+mDqN?iY<@JV#l%` zT$aP4tc5ARq~xF(eqD{fMi#GaU$;_>W%1?dVE@)38K`>Rkg<rCfoZouf2EWR+@{)F zmVJ^&uIo3u2Q|_#C<$0`C{7x;Z>>`oSSgLg`nC^~n9}gkN}cZ;CxvOQ^}ypONu26G zexP?m0zNM8SE&>UbbR}`^1HJ*hEg@trw@oBy<l8@*MKN2#O)pRT}0vZH22cxuOc`r zJ3p*2Rs=7(16NcHM9{|$eRM-q1UoN9dbAP!l9l(2zA8!>PpES=TU%k&3~ZD(Ckf-6 zho)A`7cS(JyOncBxsa30Uw*uwi;L2BTe`}*;B!hc)r#R_Z27VqWxiZU)a#VeR&(KV zu8Z_<p5#{U&)e5Oa9|VQ|IN3bgYu)sOYA#2_-V1W<WD^ZQx~)L`CsE8@!aR-GK4R0 z+T(LBd2qnjl^`Rwf`jpr5>mPx2f{heu3L~eIM9BYQt_VfWNQl9>>(TNUn{SEC?dM$ z$k4^piENAqyPEv<XJaN%XOL&g#!1JE!c7wY*3qwVNv5%JBPQ$9x<4#DytaIo%tsau zZ)}}xXlKD!^yN33G8V3$m6dxP#{&OFJL|vz7MQzCycXEAK<575Q)9}4z(S{-%i1gi zwOspZ$YvqyK*#I0NhY|W$KKmMWg^K|mj52nD^>oRu|AXu$-{z?oc&CkJR)BiP4r5{ z?c$2%noJzAaIJ3>Ae<5IIkWrU=kpc(R|e`Ch&UpidNzXr?fE<O^}-k+i|yRm?!iDG zCE@PB`(Y;v&+~hkGa!6z`)+x429&c?rSC5y+&S~*m-8DsTJ?XrsXe13VC=;w={7pt z#-d`_59#1?g0?-$r(-IYZ`-a2I>O#(8EYS)qw2Jh(c)cnY<%a*7;~iK+@m*vrGz6c zO1^J*E7K9U!jWMuM)XdkI>nqr2dO`>O-_K0RSTW!zI>;lfcd4SW0VH1ItnR`=$7Cm zzqT*ENrQtlYn+xu!x;<DEAP+H@TaDmuj2#_qz(5XFYTgXz|!uvqYcq54|aJ<8W5dx zNA~P1aT;1eeG(J+Xeg!3(k3RT2(cLzxKdAri^a|?&ufGul08;ZVbuRc)}4n#_5c4L zCq-h$>|@{eb;iCF4@oO2EmD>wOHz`Ak`jr~B1y7kCrOEr7Lm17mJ%fi*^-n}D!=po z>w8_l&tK2$HFM^lT%G&5ojGR?&cD{;?Q|2ty%jsxZBP-x%`?G%OGHEv)0tp?_AMDt zOg`*8+(gFuwu9%aiwT#kJhp97Dj5elF8f~bAcMF0&0#SmGOW@$#}5!*xpW|D`p-2I zlFGL23G^Z%r{vbvuc{<$7YHitq>y0BJe#<^TNrUKrY-;b-N_`4{Wj0yg;8m@`NY{k zVTgIE{Wd4M;%RYQrB6~AMP^3_pDg&_uKdy8k$yMU3>Q+1!@P;v+Z=LXeViG7U7yOn zL#(a5YkY=?86E8*bRgOcUo-xB1l}}(joQyU0k4d)R4($tHE(0o-rd)h^u`F@Sy!@x zjv3*O;=4aX!bVVC{l29y-4H)IS>KNQHGrw<@)hnr2EZTs!C7eo=nd~J5hJ>y6E<KR z^G6SonmawZT=cN$(`2xwg&sb4+h!_C=porJAf#zZ7x$esE8acP#VS$fZTsSNVLhMx z`GSEiGIM_Ke9EJXzly1Kzg~0kVCVa|=~6B}Pcl9nB-}FoPja>0DlXo9y=B`Vz{Sw{ z*>T5O4g_;|NiICYLHV&?3FUh^=&(3vI%>edg5c=Oo0o9#_%!JxuIS)h4%;Sns}5?L zIVS@vwPB}x&wsz3HjGL)S;s%u!tI8()W8Q?7<d$7acP$Dh*FREiaJej?x~nM1!%%@ zZmHY>c}*PGD=UlR)x@tbReP)F8c^FS6}DxU27dIs98uuaK=@k~p*OYa*mzJ;#?)OM z>ken^ZZ=m(+iT^An}^l#>F9CZ2iMfF?EI5YyX@4!Sk~60{z(<R)2j{cpH;<`Lo^!= zhAOmpoE2uTtDwsESK+jW3VzzOS#L2=f%&Q0M%h+n;Mn*^vX?TPSKl|dC_{86;urgM zsS@^-t_)x~DIscy!<IFCN;p!*ci>d9BErhI)H<0f;tR{FV(RUG&%KxF^*E=1F>d4b z0s{p+h?Z(rEt3aDxxTa9Rvv9xCn$_rIm9f57k{1{l&&o_)Nz#q`CwCvGD!{xq$);V z#>*lq;e@dLLRo~~xQ_7cGRUh^{`lgFG)lZ0-yM1`g%c%_n@+e(AwoK-NA0@=^p1>* zt&NsI(Hi>%|9o*g>tuPWDu`n&?HJ94@JUo{XjaBqF+4VTVyvJihJ~$lvI0}0C=YEs zoApK%OU=tVB9lb1V*a@O6<1L>U)Xu2R8<r=MVofJvqZ5u&*kU8KWxOWHhF5>&PL+o zKA)6)HqItL-F}<s$%`w>jZ280n7!ni8~ew?*b9SQAs<=j5BL#l|B40f8-eh)au(hd z2*}$cu^=LMh)@3<3z1s<4Ie{TxKMd(x19qEVPXMm-WjpL;_m<PSc`=(Vsl^5$P&GY z)!<_;WMQr6-DkbiOnlmxZjso}#OCeeitAdLSTUHfX66<XOSfeV|94&3x{$z&Iq6Ki zJ7}Wf9?Qg$TI#!J?o8av)>{8lory^|_1_oCOeFRMucwbOkTUTpJnAt6`LDwLxJ3+T zB$woq(im8$92iw}lIRb=wW!Bl2HXYQKPfpfko$AoF_X)H$550b7z{|hk6U(sk`C>5 z)l18t((zhRc>VPZIu>pcHHuH9!~ME*lUo!WJ5GH|-w;Met6XdSqYZS#S?=jssYyqd z;&|yGiFki9Z(GhR4J+rC=bRWLI`Z%0$od`{o>PRXKHsNd@17rTOo-liRe5{<_nfb= z3l4sd9cXa=d2R6WD&lqSmvavKG#ELi%RS_wLB}b&-sd9~mCwo@<O!b~v|-A<DWO7M zY%1nPDiuK%;fMaa4y-#luiid{3bC;E?m0&)rX8zP>a3_x6X5Gf)~90f?5(8#uK$`d zS@g(QgbMp(qd`LRL`T*I$^0hVGVJp5$*oru{7#!%Y;ltU5yR8}#tElL47^+UFpTI# zSKr>ueH3^E7@l?9L_v3?)Empy6s-3dZsnR2E=fD%Dxgil<i|^q12PnFKS^XhV^ZLl z&ANP@k8sY7M~cVqh~Ub%j)+u85lBpS^mr~4!QFy!U0xv(R0y!QR!)&oz@OpoUQfoO zTrZvlNo3;q#>_E~aLd_b;!meS#^tlu_O&h{BmVtkhtL5M__AuRYCI<4#i^1|ff5op z<RIgxr%8x2_i{e$PQtO@I-zTANuZgGD_U8R5YP}@Ze~QnnQ5JU-&iE{oj*RO-z1E` zeNT!+s{Xel|Nop<7F(XT#tZ{ml<(__$z=JD`ff189-H#zyzXXT9WVLP;YzsWWp7>E zW-}b+yAXG-&J_RV_V9dFHpR}bp{uVJ7-Rc*JhxNA7*%VSyzcjm;71SPubMMN)sXD( zaaTiJNy<{AiWy?!-ONmahXIrtZYrez)W@#1l5y4X`beKBIkoVlK6;)1D9!NcBX-?z zA>SQ6l)7@m-#Y0*NT{HufTV|2Z+=JpZq~)7z24`yUD5^FZ)9`dZe5txtYO?+u8a18 z*k^`|baBys@n_j5T*wXw$1h9fVnpl>!)6Z`9U_1Jx~$|Pr*YP7LW>LQg3Og{J}&$^ zma}MgIcUopoc0doAXdxa?qd%QvUR(JpIUIRh0C91uEoK>PPfM!Ms#qvmm40FrGww0 zoQ-)uv|+Vk{_CQ0ZJ6-7?XQw2)}A$KGFP-<n!VxURk{`&hglq}qncQref5}(u_mlz z-X1#8tpV|%kYn49XuvY8BW6#XIw~ERch80sZt=4G^51hLYfD1RC*G@p_U#DI4OcZx z%oSMF$f=<dfnLAbRbgIXd!;#36|Mm(&$PCwLhh$)*Ey0ZxF#;)eGgR7q*OlJ8KMHC zX0MF9S}O2PF1Js<LG)zMee(K7Wt{$aQg%_964spBkgPqah}{(b6)G``=nA@=TN<c{ z7fFi4lzR%;etcciC$0hv0up7bf6C*W4C%Z<gFM3fE9iky@(8Pc!>ZGghsu`3b!L5X z;LVr|{*@{RKILlhsAxI#vo9|!x01sSSKblQge(re5Lpp&Sr+02soQ>9%Obe!p~=p( zGO#0&!iHL<q3!keR-m9Xw(hgqJPj$NR#>mRV<U;o#hbM5WlLcHNzc6Bkbsv<x!+z{ z3Ao)|Wbo{dIJWe!z7<?T^d|h2gwszkY^YtXZWt_vPcP3JPkD-g`^+<etuKaC(_2Nu zh`yvOEes5I6h-@_(@f`AHvVe2NBwu5G3W4%jc60$6V)bVgY#@WF69$E>CQ&q&6RQd z)@-Qq7$!C7vEk{Vd~=5=8?*Z@M!SBnKx)-+J3h$5@ah{!|NDKHnBCn1c9#gJNVx7C zA-dAh;puXJKMN`z<X0toS=js{vSGyr7Uspy_CDdT5Zvi(6C}Zcox+;xrG#6givT}B zz`ySp-6q_k{b&A?PdgLacp19V_X)4aH_RlaFk$Ig>JXN|L<N06OXv`>*5kF_vziJ0 zyvdd3gkv%vJ)vsqGZ9nE>CF;h!ncsUdeJZgTEVXrlNuOME&g@HvY3JP=EgNMml#;0 z{8S?|jDgLO1CB~N7_edGUoAFZz|DC0f(D&|Uqk%lYom1B;2WqR-KV2_X|d~I2_2R1 z12Ve`=}4E*Q+<&~$DKj8LwG#V6ZzQ(G+#Py-rKb>cP$-Fd?AnRwCGSBt%%W<rQ?C6 z|C1-YglFPhZ+Q;T;IcS4aK4U)43|2a@hTc*OP-3xrO=SjW|7D}LW5@h_Y%r}qBBOc z(*rwc_%*fT`_<JnZ1G#9u-A}={M#Gi&E;t@A4~nLAxXnRY46a_gmW%?m-NIBQxRC( zu50^}3e~O(mT(mn?ej+bp9tRwQ^$9{&Y>dd{`BPwaYT=N|6JDhp(1vxpwO5t6?^uE zl<bqC!gGAph!hXu8=3uWuZAf|bQrvNyN3dsM&3=?FDRIA_%#+(LxH#N-tZ+vZ+beI z5!JyI{1vQQ5bH+4ssr}RY}XLJDb-drB|7svrSgY}76po#-QxEIDR79_+0y??1ic56 zPaZ4~!Hkz4M>9?YN;hk7kNS(CX=h+!BheePi?i!1*NH&)RZC)`kq9=Pi~F>OE`kRa zj4Q{-$haG^Kj0zZnXWvy&6`Te82TMh%X5Z|qb#oR#{e=s#ASM)6CE;owenVw6&WWA zesJhwWbnKH>`Lh)Vf8lKiQpCzJoB5~ABT|e;dZOJtP%;mH~qbNgh&XkjUgwz6^7g2 zc;4kT!pKpO3o=dozuvs*zI#Y|#1ysh%Qjsh=ARpR*-ytzktlDowsPDQ#=l0wzY}xM zhYf4ni8=b<sCQ_FDJn7?D)P>n;L{7v8%16dcvv=iTYDJem`1FV9ltUB*=b)w9vk6W zKk2H*b|a|d4qlNKH9}wU?Jw8s4H1~|X(^wFA^gew4Y9n2Fm%(Ju()M_XU8naS}q1q zl)D!^*rJcpFKvX8^^vpV-ArAF9?tLmYJbvK4~MJkwa!cGAyK$&ArG$}9;DWPU)!q- zJHu_;4bSUhJUwQl>69+E?pY=@V5^JYM!z4^#dN_P>gZVA!-Ym)^@9UBT>RKpej&!5 zi|<Zu?=ls+xEyW6B@J-Eo?f3FR?GqBKee?waKK6VL5(%zKz`=X`{mDdz#Z){Nk626 zf<>uXH{WYxqC|{JiPA>EqhI=ath9;!sp0-RsalA;HM~8Op@rtrj0aDOH8Ex(z2(VP zP4x3AU;k>ViPw*xKF#~AfiDS}TY}GO;P=JKH7a%*cpe{VnyR9K5s!tN91GMTXU~55 zTudE8t=0b9^VLB1J#nArpoYH%v0Hk-s6t!%<)=qZs`xx!$mrxH+_E@&IJ-;*da3t< zR#>XQ!kSj+H?E8~d~%xXi^|v=t^W7F-^m|UXnnt;M+rjxuJT9Hl)%1L`I-Ae5fy*W zpX|J&h|byrj~1L)#LKI?=`kx6ksUeN_Lk_(lYKj1&FoM>#;S)x(*NWkG8L;Mbc5*1 z7q9Iv4dvmQ8xz{hD-W#7cy{Q!9Ofr0GVQA6aQoTvm%&R3znrpKE8HoIx(vhFKPj^4 z3TJ;VGnPfNsGlJ1gbcK_zX;E~l*Yzp5#~giG~(K;&sNGygI*NDaq5;r_&|~VmMKX{ zUA{TZUnq(18XH5Nj!NL@BK>Wjk4fN>8>8#1kOUO1x9w)TiDS9+cXEM{IK0!n=Ud;1 zq2jp2pwJC59Ox%+{Ii$nja7N|CTlTBM@$*Vbc^EW(lbX?>O`?!S|;to9Z_)qti2t- zOBCO{cw4uz3FlnCILv*{#s{j=M$s5HLR|JW`n#}U{_Q(sE76&q3&r`8Ke6Da`91ne z4KZiWIIlm?!X)M1IQtX}_r5+jbapojtLQ<hp4$np<Zpg>NuC9GJ2fc~UU|G*bnw#* z6FZ+C9SQGc!lbHnseCOH(M!TaJFYYFIQ63AL&7UD)Z*nisl<F9ma+a66G!iU*=l;6 ziJ!es?f>p)g1V;HJjI>~)y?iD!K;YRA0zKn<q{qG;+>F5bVg#BI<xXS14E)+eP<pr z5WD5?Dv4_h1bLNlKb&LWEY&S>({2V5yyprBRxn_&<4*KGB?iVe&VT*Q%fRoIj)&{N z&=Im)(C1h;o!B4uOB>eFp;42Uv7~~I&p-VB-cP0DYuQ+(Wf0LF!P%Gx>*>hFoo|PY ziJoMinNXIaBhNv8Nx&!#b~}Ej_mtD%7;@gK@EQ#~4+}klF4DmFw>!rug78dLbdvz# z7r*`AICt!5sCeWcs!epHwMmMnYK{u47k3NKj#DvXySjVFYbu(}B!%b?s0a&^7kZLQ z1+RUAR@NmdymVLHHQGnTwgL6xC9YJQq_CFv+fYII%?*8MPDOgsP}W^DDss2q-kGgO zMbksaEPWxOE1x<u2PY_aA0}k{-}x}5FE2MZRS`ZZ?Q3GDQSi`7@?}LJ1&bd2RZ8`t z0O4iN4>?f~di2XBc~c7F3kw8q3sGR@C%Cx2Qv^Gtc+;H!yH92Fr0y%C8)Yj!uWTZG za^vQM?C+8yh&lT>t&T?oY~8xg1rubjYrc+5r;*`Qtgn~gPsXnXCNIN;3?b_y^gMnt zxCgs@GJlgG`go02$RG);d}U9qBl>Wt;7x~74GG_qcC0HqPD1*r_o8NNNGP!!r7zGR zA$jiA{puwoP*zyHI?yK!_jTu1^A`!@{>;I=(M!TeI$1Oly+;`Dj^ywgFB3-pB1cIj zJz+!~AX7fGgwgbG{Pfu=A&`QMS-ziya800ccgIarSlwQo(MZg$x}){e#57IzST#gU z?K}O(yd|dCCLfF88>X-?O*I@Q*2;=OF$D#txb&K@eS5VDE`=$E@>`l9cK)VYlfN<Q z{f_YDGK`_FG?}gxYJ}v@ajD}{MmY55>GRnLLx_JeJ>vPx09H9e+m&MtAXeboQA;y` z_@3y<%_;g=bg4X`W05{S9NPHt=xse*Z$5fxL{SebdQ7tR6K+Y6xbs!>n=V%6R2OiG zp6v22FPCl9MeQ}kh_(z}IG+wP@r%=iXre+?nvE{rKT>oGsO6%(CfQ?UG#3Haxmi`N zTo?+hdc2Log{PeFIm>Pi)K|}Z$i7Z^MWV1L-<Mc>C-mvB;^5kXmfl|)9GrTjqv2Ac zgTSt(nQ;eo@LpNP_mZLxPRmEOWLjt==AlTBm9RE4c@vE8RcK)?eOsN~Wi9y12k=!Y z5uI6jmu6k1iHSjx$eJUXXsa0ic$B4yQzDza(r#!#sW!$m=)49NZ?&rZ=%s<EU!@IA zQ|c&`FG?OyQ^()Th|KXF>UgF<D|pdN9odIvtwyHRU{K3<Lzn1HV8|xP@8)Wlr+(N% zUqHORLc>x!P!;N#66P%<DwvX4-j?pEg21vRCpXP1!y=FG%9bQ$Jep&4Q&g1kZl&Hk zxe_Jlx4X!(wUr<hv54~Iiz18_N@P#ADPn!m&4GJ|6mdPEM?^<O5l>IeZ}|3H0k4nq zoOIr;0GTd<^v6^M;B?$6#Ru}p9XmFaxKAF&57T~HlH}2l@aOo6Rykx>1{}8BCx@Pm zLBGcczpQ*0FlBp778W5~8pS{s2WB=@ChwC$=kf7pFP6yQ!djJ-z-Vba+ZV-eVl9nx zruhvul~O2S9bd#zk%CP6QIgX`Nt9nUok*0H#F<~mqrW|nz(ub;+pisx0LMO2$X7=K zeeHV|Z@4Xv@rGedZH_paItmtA&xzruUz&qYvltRzaxWLVib40ux?x|I7&ZyLCpm2q z#U;`5509qUus$}KQe4bNL)i4!3O_cIf(Db5RoP%};R(7s$%5$QmAiUvELe<tyvo1M z!nVwf_C8lxIJ-wBWYuM&7oiSuvF<GBEnVIC-+8e18VXZy2@7UR-}!b-F>$X_#=CHc zi39P;r8@OY6gpiK=r3X7(p|DyZUz&bH9b<B&oGg)ySm@_Boi|BBH2~0Oz?@WH4U_3 zqR4Wla``eQdUgvgpz1L3Tux}qloAttP6|uBd6|gFkuVn;Wx#J#C@$tP1GHNbLsX(8 zk--uk0Raqfb44Rodoob7`g0g_D+ApL#(Ygn8OR9D3O%VzxMlmMn`3|I$hg*+nL)UP zDc02%)lbLLP0R9kcF>Xbul=EID;=miV5d_{$8j@}&r`*8ly1>Ad7DeeyO!C9XV25o zx#6jifF~X9iy9`XZ0MlDw>#2|j+Loqxxy?uME_K;x;#aLiS|&eToVnCvUaA$UM99W zBDRAYLc{M=`L@~JG<^J47INI224~K&({fcB-uYPQa-?Ypxbn)dW1b2zEzzeZ2&ZIJ z-Tmg-OGVqJ9DdI?gg4sWWZ1o+BBqj(ORuCNHSYb|tg}=U4Ds~r3M5>Ups`Bdn+nOD zXSyVb?sQqM+C8|2ifHdOMa2eG9K6kIo6n)*zQmPnk@8eL-dEkRg6NJ?#CsdDSqf%_ zlCQq+r(mm7czIq61<D^BzFA~Zh=0#_R|Y~UIMsW8=%O<Py?RTFJ=RiSR>;jXTS~#T z^Ep9uZ3+s>H$_P*6v&0gmvxaS=pZTDjK2_p4B2JYFH;1jLsdt)Cq$55SA6`YwFs=n zOJo!TL~vzQzV`#7H}P%zQ@%@*G1}y^`!>-T_WPt87bi%tuV2<=^@xQ0tiL~}E|akC zq3GRuqBD|5Z!f*LhXl8&Pl+BINjO|M>?@*1LXzAsb{Clh0he64yeVOfe$CQ4)GZ8O z$K-6|2g2Y_Strn5@xSNA{s}%yal2p&HvzB6)H9}#zgC$V6>W;fq%-1qQKk@me)Q~< z2;%)DS$=w$DFQbx?7JUe3hI?bgP-C|ut7Fq+T)HfF8jpXZIm~Ll7L8SvaJzx;>O&V zX@-dX&G(#lmm&VOb|3Vo8bbNKc-TO(0rV73=59D@fOB2xVO6RIs4r1S;mg&>_i$(7 z!+Z4ckgQ=~FQAXEGXsgO5B0EVDE^OJfF9hkH-xlH>mi6YJ!y(Z4@~95No@~wQ8TyX zU*;8EO!1$WblRv3<HPp9%Q?DuF<}w3?=KhIMjnk(JGt1cz1sRC;gl<9Z;%&n<svtJ zgW~|vm5{-SiRL#Pe7+)8M=#)Dw^iW4xf2{r{Ixr>+ld3po9+->Q4S0gI0A0tI?#SX z{ZV~U2PXF$jy@#%Qoh73WKKf|k-ru!3CPz*sN&mJu8ubL2_Nxa_g)Lj!nglO*`tMz zuH%RFKWQRX<dWX(K23yG=_kqXYoeaIV=(HR2G$Dtom?iM0bj)fcj|7c!!$c}_h)By zObSqwbY|5MAv~hRJfVh=Pr}dcYN+AC->s>l1F8uB+F)!GqzW#d)vv#Ts`&Y8Y@J=F z3Tg`3>)n!6aK74h4UMFN9dA9$Cf+E6>|Hu?vql+nKesv7hbZG}fi3r&tTGlH+z^T} zB{Ze|nqa0V;V$13?R$<&xZD=EZI2i+ZQSCQ)F?u|O)zEuyaKkLF5eeYp@5s(?sr^{ zE8s`bhkty03YfWE_PHQR9=zTwU%t1Jhwk@f1?A&%h<#tVZOth;l&XiESfVNi@y5pK zzD08Qawn}Ix<?i>3#zh5Yh+<Y8w}eJE{my+xA;Z2%c5-thup<wVVOPhPRU0GbLo%r zkG+saSLS~4Bd*eDCjE>hcS%82-7)-&j1*3d)ZOaXD+%Z94;jU`B;Zah*gv*T0@v?$ z&rdNWu=9_AxZb!pL^c&|naUK$DgL+%mS*Cp>8#F_`zeMKzUwY}KNEwVO!{;~ff(Tj zZ@!)OVz_XWvF=2lDDtJ8+@6<-65cQzb=e_`GQKB8qr9SUO9?&steTC*o#$9)iEI>i ze@-YR`lFyc%$rE`r>LiLLxdU|T;Z#2B}9ilt`p=DtYd+{=mP1#>%|`0p7g)#%R<~r z7eU5y7OJcc=v1q-z~^Z<KKh*r|0Ve?UN4z&dPe>$QpH3azl-M43rzf56KeT>4-?`t zNqGsInYf*7%5b(~;>XaV>Mx2+Jo4ROoh-z}UN`w?ZhsiC^7%b&^p$~<MF&>hd%=Kj zD?Lyun}PC}-W?y$GLWOVIpo3-2D(HNd7Sq!pfO~mxx$rj%fga;@r?|uyv1b{aTwU= z(9~>BW1w?%o!-a~!Y#FTosYgI+|phhQJY0{=DEV<eKB+lrG0(K4WMJTXT`l4CpuOo zyI&3?yt3GI<hdc?l@nK28ibG2i2pzTeo8;1L32rxz`|M@?3-6+KPaT3?x=lkS{e=B zfBYIY5pF5b8ae*obBOQNJ-#vNLc>`%G1C%T8jkP??yy#(;fd47xbH$V2$d?A6n&#Y zs?0ZdTPGD3^t=1n_o#Rll$G=-or+=0`JUrvs4yzK<-PL=6}_U%5;Q%is2>S*T<A!} zkMj=OTCJ!U6}{4W*N6($XZ%RlrsDOwOP!iTM~>)f@8}z$z(wD_JO4kwSS{l5A^dXK z?!lB{HU(>aUL*`gP~du;=U?eT3ZnEsKE1t<f?dZ~x&&>Z5Xbvl)znQWNO8`2`b&|5 z%?DFnd=RH#s6ahsT#SMz$~8|1XhdIr?H9VUfCBc%dk?3Gz6h3+_9kSBz&3cG)sX0m z%A$AkEw&<1-u^N_Rzn0!8~XpL6P>Ynzo+6e;hfZ!b;rg>$Ose&G;Z%ELqAKh(J7CN zUGtsJKLg3g=ll)uC){I&&pe$(hfGF`(hfF}(DK!(T`ir2<==nKKl3Mndp=F7#+`(S z(v<_JtV!5W8S+txM1sM@A*Dyz|JRp7v+L)(-k3n7#7$kG#{|ExNTyD7n?UZ_boLPO zy4xF;YcDZZZkkU#@!AAtUh$2e>xk{IrF!-InxIK*jg2GWlglej0t){ap?XVh`_xJ! z?3kN>o6chd(eSI3BZN=V{ksCs+8N?U^y=HMKN}!!cy6zXs{z7KNc1m@*M~3bh~^h- zeO!Aq-9{_XgSP4RXPY+ZL5u#%TzEzo{F$|{3cGZXB^C5(ZwTR$i$a~AOLehT>U+vp zAzd^%`)*C><AP}%q4x3y7bjo-x-;d&h0B#@cct}QG!%z-PSLnHaCgJ;;TaA#_C9%b zp^WfH^g_wNiyRak5p3UK$HB*FS*n9F2d6az72J6^_%#t7Vx6pmneU0;FYVVshRieb zE=wJ3wTwK!eo`BqC;GTo6SVQB(0u#`O&eD}$}F~a)4~^)%Jnm&nz)j8Cp|Ys6GN&6 zl8cly5iF6-PPwK59g!1u=Jpy`bx@_8{|nI#n?uyAx7BfG{@$}V4|P1{&$8-TppNT3 zZ2Ol5YH$<2ADFvR4W<^Q4mk_e;IC;nIQc>q0*_ZpwVzgnxNF7PR1;N<rdMp3S*(go zev4*msS3V-*nQj4RRuc-yLx(gR8Z1X^KVn8GM*bRt=mrcWEp9J>5Y3zh{_B<e_@{z zyo}!+r&uVVjAS5S$*TmTPfvG5Tu_8~=@$7*I*KqAtSna@RluZA+sp3>3TS@kp_#6) zfT4_IV%_)Ukzyp7x|ryQf9ETq%Wvgy<kCsIu}nGK7g%=xo4p)PavOS2jmd&ivtzA! zo-B4rKcx&f$zm@2ys`Fo85C<*7v*Zpz*4)wFzvK7w&d3o1+0~Z*3H`~_2W{IRXqLa z*j_12ocvc86D<k$BePpq-$}qQw2rD_F9D(B8s(gK;s~p&`H_5F95$1o#uPVk9J$~B zau3msKgIiwT^A9D;-?NV!zwZKNV$)mOBIFWn-=RiGf{Yb^&2x45ru#4eEF>jHiTDn z@-3-j;~$TEVs0TDmYZ{Gj%TqEc045IXE+-fm7C-@ZDT{|Ti{d*(F>!cf~<v$*mxb; ztmyNe1<M_Up|nO8wsu3}S|JOndBSl{DJ=N)4C3h_7QB^|OqOqC!Q`vYo@y-?8f%v( zd$U-m$#$&xHOGW`r@3h5CnijEKJMi_W<sTpTl1lqiE9_BS%rjO+IMB?9XQWKXpqmx z<%D0_^L}rA=)y$eq!*QI!o=v@@sHQ&OpF(wXrYcXu>I)LZ;^Ej(7)~9qF2bk*PU7y z|Lez6nHKRTO9m>2_4aL-W#IM?-qt084CKFj^X|+L9o&@R=jLs6OqWIdU_PRw-C4k- zrGSom&LO-(XX$ux|I)2_Z#t~kPq!wnrep8c*0=+NKQ!7^`j%_Zk+}Zw;yz(I4kpSu z2Tl^5h`j1=)<eUYjECZ?FKA$VaSnQZhXz}Ehw{}d8h%`(<T%FDu+LN0cUdG2)8$1a zql8Z+OstpP-9SU756@38LmFstlXmO1XxLblSIWzzVK3jiip$efsPyOlIzLLqI+e?R zr0c0@wfpe=K{nx$_W?(;lL>dUdf7(AQ6ZSIB16fCimX<LGmR^#7$3aCcaclQz#ZS% zQ<_xxO8zt1EK2lcsYCDFZwk&>v&(A<hZKEgQlpzFpjb>tYv)sN9m^Bv6Nx@d85KW1 zLc!wVW%a?XL{~fo%yw@hdh<^3n~g0666a=|q>YH~ET`>})}<iU_48^0RSGNvg6t~= zDLAq4O5M*v5!87bq&#d8!8zOJHJNurAa^pViV`dWCQk3FS|@@%eJ(dIn~0!RB}~+o zEdu`gf0%tg$XN0;r|wh>88HiAv3L{7=p|VnX!0XtDtbLFc@r70g5shr^~hK_yGi*M zg^cr8cX_OOKsaUH_2G$gBow565y;p}!UI|9UnUkLWK5sF)WJ^z?=jIW<%CyKAFtQA z+%JrcKQE^2X%WUp6TTg!RAG4E_oAda{$E$N1uMrid@zBFcd5(geiLL|-5csTKsZFX zI4ql(X3ZgU)Q=|M8NN^+NzDEj-Ax<%OwhAwe_>~l2_hHAq|dxDMrqv&+rbw`h~4Ng zwt#Ac+<@e$izbG!D7?Ms!$$)|?|JdzvZ(=Fch2i|KGFxH>d5J9$Mms3pv$hnR3A;& zZM!U<>EZkz<8uDvdU#%_Qtq=w4}VXq=ZY;Lyz=gOlU}zjzW>|W`#C}vv^xwZ(H*)N z?Je9lZlVj3t6y{67wN+2Bmc8|uerGI8yX=^^u=bneCALr7xdYwf*D6H3O|3hofhYU za<PXy{Fj5k@6KN%Z*Xutbc4|l;gZfh%r?129B>rcj2>s{AX!N$oolEAu|zMMxgKqh zGZh54+iRov^C#zR^I8~G%S`vXsfFEX2d*Tp)54$I2c;w5YU1h-U%Bi<nt1GK(|O63 z@JM8&U2%&BTHT5S()~3s>^7FyDXf8@th^hK8rAW0ZQW<Kw>p%rF6>}#P)DAlYMryR zI{aI1Y9^1U;o)<?gCEk=@O68((BgG!`1>X!o%C82|MpbAD)LlCqsWeWqiGdTcZa@u zep>~N?3zt;PAWLv*|CnaKm|e$6LK4GDI?s}OE+t!GPcnx=B|Dux=}2$^Vd-&T)gwt zIMGB2cLHk3pGOqY+n4Z9<**{^GQMpHl2?Rb$d|OLAq6ZhJ8!c(T>)yzmR}~8DIilt zP;ytNJU)D~7#_$beB$%b{(z%AC_4w%2z)0TqU-iN=8POZ>|UMkAu5N0qo-9|8)WhA zidJi0q%6*`$=xS4WKkSpKE)1|f!$hf>3uh)k^f<NKL1xKoY{2AWwp2zHZ_zaDSAm_ zqt?HNg6fiZw`_lm{7DJil7D)2r<4R-P9J241&V`t{Odr$OEDx}_X{X?5JS+=X>8yZ z!}ax5-{>`>*d=e`Vsu&*uSPpHM6E=Dy=2ya0Wlv3@3*0g;*N~Z4!OmmF#ERh{?r^B z%E7XlEz@l52@0l)H?r|2;TtRT8XJvL4>FzxvXL`#$a~g;jf8lM!yQI!1RKdO)T6OM zzqNg+a+-x>A<L0p%)&mgpo;1PEWF(%y>GKU3!(mt&Nu3?aI${?K)NEa-4aD!PbLe? z4>Ud&;bEaiZ*$z^F($&qu4a`DGf`p0S{>WVgl(sox?UX<R&S^;`ff0>J~&?M)Fmbu z^Xb*{N0>N18Nk=##>58}Tl4HjCaUGW{!%nxLN$29^>i{5RgFCzK0HiJe0yof8fD;% zY=Y*%YX-WD$zqot6K>hxd`^*Y%lSHs^N*t#;69bEUhB!guX5idQjQEfG9h)888aZ% zA1-iMkpZ1Ge_jsG(((D$qZ9jH(TU?9xzWeh=ny;8?z1tBj$M6{qVv1xxG&px@vsRU z^_3!yQc`p%1bv;JAkndYi&}U291YvomowA9(a@mQ+`qAxhUKx<&C6cWFqYS3(NFZo z`Qy<|#}jB^9#Py(C7hB^YgNCoj)vMM?W_LAG`Rge!tcbT;W0=2mWB)s&&=F(KMT^Z zV*A2vZSz!URp$xqdq>5aeTw@`8vpyg-hUy_9V!+t+b{DnhYH&Tk!x-wQW3`M7#ke+ z-~Ib8PK&ouvF3c5K{U}9n>ZQ8wR9@B47sJXk5VAQt@0`ACc03aD3kb%f?hkns)Mx@ zcxdeqT5yqqz4i}yGYFULjXpKAWg`WD4`ffPm{Rcc{oRY-lqt|s;uC0QP|%9_BgKm; zIMr=opU+Eyp3*7VyY(Uv5U!kMM*nwz{z~7mKoLkJxO^#d6hU&%i4J!i5j;PoF0yEz zjNIyPZBK^Dco}D7DNp#L=kDts0}C>YU%mWx<~s?GYTfx1ACVAU9WfwXO~U(s?v>@2 zNf5u8fBsSc38!^lKRE10f^l@q!9_YGFua7Xo}U)RvWzl4pKf7f=Kb5H`9K(ZW@y)z zlnCREvI~Fz1!0Wc?mTgAk1(YE_3YYaEsTFJ*ZlfM7KV!^`})6OA-rAkB;cf*37q8) z_g50r)vPi(o0t+zXTI0ObU8WqrJb0eyJ9xqay7yDA=bux7ZVgDOb%Mv6WbfCsh(;y zLcnxo&G%3v=<rNQ?BO#)5Q$bDxy}%->6LPvAp_KjU9QNxVSpUJldKo(4e<P#ey;AE zK74dJ@4UtI(Y$C^t*wt97KQxFtC-h?x#rydEgy8D^Ihk*>_c5NywV7K=&6hR(a~KA z+PZjFX`PwK)J0d$9c#UDE*yqq${3wo7&!~SdSA-Lib1Jc8$AiPWOwHZnRB65b-1}| zn1l3Ntra@AI7n>uGhiLz-~l*W-f}q5sk2);x`cy_LogMt)`4yNQRgF}I;gn*D0<#X z2M$_CjGK6M@HVPir1Y^i!g9NAU-8w(b@liy^-HvIPY~W}Em~Nn#$T)LqJ@^@n~&x% z)<VTgT^Gf0O>AcNe+!+~0PVA_Nl}gl=0{HN)-=#S-H;dmmv(h{4Mi&%Y*j~YGyDD{ z6?JT$9PxU=tB#d*(ORExs9_}f!cf6ZHAty7UXB`6MZ)q`rJql#;@9~;tr=BSymN66 zQh23;rIU{w%#u`)-giu2NLvLzDO)LPYn3tDXR}cBj53BP7wjA737^=BX!e{|LbsRi z^E5prBsttRUj0B3)(2C@4y{$hk-RJUnUf0G_JjYN+(QLqAC#ExU#kGJ^7ZZ+DFtY( z`*yr}P#*7@Hmm7{@|ZsssBZ2dkCEwbS(nx1;j|$|OXq_emaI#hSrjV=p<>s<DFZnK z`fqr!<hd;T(iI#Y?vq8ec(P})zAWt5=CptRB!hIn9bTKx%b=s5v2?A13~J0CAKY+6 z8c`4PrefLBC_J@vzw9|F4C_wj2LF&m%p!%DC>u$%JX(KKzf}UKku<e$mjouy@!0BR zi{ta&f3Fi3iK9fp^=ZO6F-R%I#wwVJfj@G$Sca4sWMn#G(=tRM9_ngMJthiWzFRF{ zgGIqwapK8UPf^tUKByNUDT=<KZC?sU*$8m{_V)9AHXan6qct67qxIcU{WMKB>K0d$ zq=eWwy!ob0=_Cu3wNjmnp0IG0r(?5aA`8xSCsoHoSy-T7l6v2th42U?((=tLv<&5L zXg6SC=iALLHdGeUbH8a^8)SlAHag|p&cu?7>l>b3XCkO6>aSBg6SJE&cTV^+ab{$K zao3p%W7mxf4%;%(XA?~}wIF&T;;X7)%*5U&OB?6Z2)|_S>v|#1L~r(x#M#A61n2v- z{&ya1Xv^11-AM+Dwr;t9yP1Iot(;7i90nq`Z~V~^%RrtWts*XnfxEGLE!Vj-aOq6c zRDl5lv_Cuv+a!q3t33Js;Wr(pOb)gr4iFw$<kG0~gpQgOB~~Zm>9A=pSEBDF-oNAA z(&<3QUwIE|q9q+;9Dh+6Nje5^3{Up*)1lvciZAIa(F2p<=@qYNFcOzF7`aP>ch8}g zBS|!vd6`+N9i>4%>PP*kCk@T%-cQoj(lGUR`zb?p8jKq<s5~qhzIyX0ycHn4bMroL z(j*mR#rP)&`l)z)BU;O%jS8{oH&Ii!srYn3LMc6oa7d=dLBj)7jJkzy`Azg=A>RY< zEE6g`Oiv#UQl}z)lz+i`!YQo-)((0?RDAhZlhsM|L@7V;kpB~6|6jY1t#O@#%aP58 zd6Ox4=yqgn%~1-B%P#&kSVeTgTwUcH(ThZ0-rE`dB1qI)5Ec1U1Z4|OeDSUzI>FPn zrPfabyLvJl2gF6t|3_Y7{}>rX;_I|O-ymZ}lX=uKcQQ^(=p^MSk|Ft1=9tt72?mE_ z4!n9o0?*ki5zTi=@M%dK42UIRU5#Sk%vKWE{4Q!2lu3AeT&6{JRv5txPm~D06-L5< zzQDv2VVp?4sMlLAjLE6g-K~Yf2$;RblSOpm)H=Iw=Z_0xRb1~v?nYr06-fDwX$zx1 zewj@c(Tl#tzt`Iny@;t>tiQBH2yELn@qhV3m^=IFcEf2QoNKzR7r0jlt8Ny}Z15zu z3wPDF*EB%@YbMP?%LHWcQJ(9>dZTUq{x8J3(EBZaH!<IO=cleBX5Q7%y$iKX;O~^& z_lsD6`?zW3GqHZ+9Q0XQ#{@!at_STNHpVHA->HXHhKQ=qp?fYgM7<}&ZtH0S*zIPY zZs#?CV)>ok${c;{di%q7tqtLotN;Vm4|>?&9Pbnus)tw)sag6$J<J(TJk@-yi}%y{ zyMCqX;&<hYn6H~IhFl6`y5tG3RPE;z{K!Q-zxU>mRxV~dVi!#0ap9-1w(q_h7dbB& z>(kT;r-Z3qJwL-i(a(1#8=rIF&mU5na)E;re;D<qjvU;Ky8is3E-`PsawwV9!D{uL z+|D>1gn2k!-KVO9#ML)MhaYNV*lx-B<g?mX@cBZCe!musex|Ipbk#!rO~X`osup-E zR#YmtYC_d;T<T7+CX((i|8{g<1GmUGm=`Z<K>W(GBwsrX{IoWcIziXKI@233ck^oC zBg1NU&l`1!zO4`94_Ai~-GOgJKpijs&hlQ%P(!VVgL%+aHH5YupK2qi;q=LF(+#&( zQSzf9bL(bR;<#M6PpV1<XWq!_ZqQXh`-!Pl9$yKc)SO}dzNw6I{rsd|9?Gx@%y>E@ zuM9Dzv+Y?eN{FEU`1&JJ3B8IX^<O=e@Z##WmZ@ioc(GKM&bv<$4WG-kZ1oiJ^R)7( z<UR$AWaWG>Tcv=Y$!CjKG|R&|C^IJNj6AxS3m^XEmB*I9tTwA6IsDl*`od?m94sPU zH0CUngLSP=iDNI}6oa)t>|$gQ=(YW2+8S9L)_kHQQY-@@IoaEPo1~$8Mp5sgl{7@I zxP4K$F9qQ>nm?KXq)?unSh`nD3LRt5q%;d9acf(HB4btp;qFaE7d$1fp>MeG@;7l* zEk0M-9xD#%*H*EwMa987GM03yRSc@Si(<;Qi-Bk4UeOtb7zU&}l3!1V;)%J>7oIRt zc!)lUwb>|&^lh(a>$F8-SuSI{fL9a-HA^n8?qI`U>vU&PF&pTyY>L>;hOUGDwNh<1 z=FGP(50hgf^x{k>brBmf=MFvC`i2FgHQAS@AG08@p+joE%few!$=YqnEO=YQID9?E zf{I)A)w%!{N~;r_gWXtY*LRg%WW|D`f9p>#Hqj-$u&@8!zoPMB)35)o1AFP7f3GZy z32-x@eUgc0cgedm`<dY7G@6BNU?TBt{Xv`MOz<e*`SFwJ$@j97@gxcp<eW#9X5SeQ zJs>FE^@f3fdmlDN5H4xR_Bc$s#z5hlZ~pxW44hOcAeTijpwDyLRnduojlsPS3k(@3 zpWW&tB}{xiR!i=`@98Cik477`(h=np<My(U4(2NRX^mhyW}5Fs4HGVL>~|?^+(t*r zhX%hx=5&N^I%%|4i;iWkA|kTVbe#XKtzAO+ByhaGIb@s$jkS{-O}c0}U?B6huY!iN zJ2qZAo=ihU_mr<?1P!+`HgMm0(6Df4(M7*yH0)W+J=85sL-?=6)TAF&bOlml{70yW zT=kGH-$I3K<t<WiCeeq@e`PmEP@#~2CTjgjDyU4kOQQR!@QF0^KW|QjpLg+IFTx?k zyV5?X5Dr<MrWN~aih_##u={(ODTuK<C}dDU!Lithnm^eTcyS&~=A9t=Vf<=5#Fv88 zd;gYl2#1h^S2Je`hs+#}T;sKnf)0EdI!tuL#k3`PXPXEbaxNrEmx$o+(iXk3OCnG! z*_7wLLj)GoIgwUL5t#bVz6<(6hQ<Ba4%v1xCR`07ZeAnf{hD<?n*zvC(`m6cbtU8I z>!D9iHOcs7AG^kSl7#00|5ki>NX%ESLZdE`u<Km)kgzie=Qm13c7W*3yW4qpG)XAB zbs;i%2?=VQHohw-g^_ZJY{%&l#_8h8v9T&)V!s~2D!eL;?Hf&w9taV}ET88=8Czl4 zr94m@;|OC~P&G4qF|nO4U(AUqAq@TPKdt&$2*<+cz71(Y5d3Am>h7`seSYMt?9)yy zvL=YKKeK9sk_mJ<pR`x2n80Y|i=qK}qBlRfeN)LMFm-?A@Oy~~-cQ-5MDm%yy4iJ0 z?<Zpfon6)xoMnutEw%c_hQ?@1pQw%AX#~-QPbQbh8X+umQmnk*5Wm$J_eOmTaW&AU zX4w)$+zpe-jjA!g>z}gk??@Wp<gZT$YWC<O`gEzR@M3*b$A^5gjMjrMXKUR>wjOk! zwah&n)J1cp%7lA_E~2U)RW~^3!bU|cgKnS;f1{z)P(fWpKixckvzZIXb}Wu{<YK@q zhHNCvh2<1uY2X_Ub{O=1RW0S<-gh&F_?;Y_`&F3lzJ`OJ=T>&y7w4cM$XcrZmJX_Y z&dQuxuY-ZR>)9umIw)zi6DV%c#!>kxA4eZ;2n}leE~jWi{#VZBy~$cw6r>ZKWuS$~ z!gRmcH=3{)Yuxf{uO>_nO0Y%;G!S&5h+Kb419o;z8}_c(!0De2KJzpU?ABOcrB|<x zEpkPvCphZRP+m6V(5QxYAFY269Z*C3_8+}A>T2*^6V2LxPZjz-MtkBtR3XKu|Hes7 z6%H9E|6KW?f-TD%j+(`(z^DE9fqk1)@bK}Gg&bZLxZkFaojIY5vn{<sTXmF?`>lAu zB}EClrt>SJb|~TA%^cN9vJ%7{=8SVI6!B;K^7+Nyip24Wn!Uid0@71Ab|1c~fb|xW zX;4>y%Y|sQ+}H95X^|hTx-O64gR7<NSIc8<>z=XwLvna2K#>$ZC5N%Ogjc)W<lrx{ z?daTZS-ewq`12`W7UE^*U+l$X!JqkH&xJEGNHqJj-l9Vq^Fl&(PwCR|JYK#{_kk3A z_G~>_r!R%u$Ldw|d?fKx`mNB1AqiZ6oWTFoPXc$#BSfuw#8Lkw!TdqEIEJ(fLoS<( z!|&tlNCb~K&X>Plrc)}0;<y1#vmh}z3+9;p_dKth!6o)teWIAHHhJ57Qxu+W*p4=F zqM*Hzo7G+=iu=#sU5Jwth4YuHxWrFv3^E$)L$0wgtu5m4l<<j}+!J|`)ohSsHlNra z%7(IDh*`-O7Hs=!P75@$V5#o@Bp{CkGgX^>(~B&a{v2+8AHqUk^}zbBKo-s&X%<TG zV8L%9_v*|t7HagQ$xcib-1=E16Tg@+TF18x&j^p$>bnTsXTq;SjFWSX39hBr@-@*+ zyf1!p<vrn*gFJ?Vq4rFaS=1lm)nS4<d-%zJ_u2P2uik1p%K(q(P>;YE19E-?Z7+Km z7=8YpnMAl`!GTu{^#TSAXF?QG!Wgg_`L|NafdPle?1P8Y7?8S_?zK>mf!==qf5nq@ zDBU(=+jr6N<C>3#6ycFD-?E_pzE^o6zdH2XWjZ3`985f8>4-QX;K~W1qh;$%!UWM5 zmp@vUa&76T<^~Uvh@O0@DLfYajfTYj%anB=Xn3}pcI9s)4bHWVfA5ykz{+Pla!#PZ zF3<Rr`6;3+f^Hjij?*CNKe13MgoaJG@@fV5)37#U!M%I-G;A%|X?(zhhI@y$?EX!m zA##C;To}<8sdH<uC^S(K?l-U3cY}&KApzMP;Z)pc5m+d{kBTMaBiT*1RD>F+U3Dc~ zvixhr3o7A}%Z(Y+U*{;8h`f<{uA2h>#iP5eh^|bz=z0th9{IVxh<ZAZg5QEo*W@-( zkXe86MVBrGw*&<Ho~u!??ZS*-9GQY#^Hll9e<Cn98>`8h5W$iUet}wqPy7ze@()Ic zVCR~<`A$Sv8kbfaeyvJ$r=Q^!|BnoVtE-cuzmu_sy7aAk9~qj~%{68%WQ-&`2+m$7 zWAW3&E@A$JTQ=@=p3x;E_XowMoJPj@^A#P6-6SZRcqLS4laS2&x6CDw1j{uaiWD74 zh^UF5S!hMVK-}8F=judv7HnvWTTH@f(ZU?5c3~XYqFmp0gYeA6N%~`=FVtI$Jue&; zM#drfr2INzh`nhj9ak2H(k;i(#}r{0ymZek{3C>mI<hCD286Kn<?!GAJwkY)(jK|7 zO$ck^U(CL^D1^6W#oPV=8Y3`v+1I^1Ca8=&-;zwMe=`p*ul_=GV|nSl>`7zP+`efZ z{@obcuc+McBIdP$&na02#!%P$VbXQf7{_wE)4tCb;pDu~i(40r(4T!tsf5o6&(}K? zFUvKA(#uJw8xn@_olxq1Rb~JK|IjZ(zxCnVtx8vZqz}VVPIbH`G2K-(C0RsYERVVE zd8db)GGg>NM?L7{(6K0WJ%}AR%iQ`z7mK?$slN-*1^@6eS63rle0|*_6vv~B*A|CN zl~TAkbLi{mX&){EZq3otEV)Qtyl0|;#l_Te>*Asx99;3Zw0+AX4rCMd$Fv>dU__{0 z(%FiG(*dS#TZz6*kEQvCT-U+e=IN7?Tpbk1mHk{>rHza6`H`Y7+Sot1OxF6N7M`kI zNiojT!n#Z)dX2pnY=7Pg%r4c0ch-%dgQl8rnUYhOy`ur0;BOg+S7>12P_=sb2X*Ya zyzaw_2kI#MTc-T?fI8||E~W75s$*v9Yl@<vI-bT?Git-t;CfuMXQPH1QjWZ)I8CTx z@%2}n#H*@^D{7S`3#sC+>IZr6JQYa4TkCXaoeC@i@0_1lsDfnzt)}w@$|&%xJG#|U z86q?H{zi-{;m&QFvmU8R;LCg`>tL*e-Nt8z<mMIewky70ze^G20tdf`-&Mrefk-=t z6h(MwyUcnYP=s@P(yJ?T3ebCabh%-Q0vyxb?R3{G;KJ>Po%!Ml$P7(jkNuE`aahnq zYKlCzs+?BtmY2t;isedCxpDxhY|X5=917U(S8N{3BHU)(H^)P=@cq5~qLqm(rgM27 zzRZz<Db41o&44tr)7^I{{*=P2%O~wWTS%eOUm&*hv?Q8yD|$}7ltA78qwCJYq59*$ zk5`r~Gt55rec$&b#Y<9DlqE}L-%?Qtk*$SFi&Ebd(jwW4lt@CBq$mj?L`A3w5kmDl z-Pd(r_aDFO{_A~x=8XBnHRf@ibDVQFxIgRA69qf%uYp^x2#%_?JB90uATd5>q~?t< zMy@M$MjsPKC_O4HUsxD*U+!Pr)glDV-8qYA+=XyOwUotJEd-qdcP0}FNAfQm7yY`x zhH*qyn%g@z{_e}UJn)!Jd>*PyyQZ;0-dD@`5Xr{7i}CFqu58R-HQbw~z{bRTyRn%i zY*dCn8VcxR;btbcjcPLsfBN^9^pvsSG8MA-coqv9l(5^D|FMub>f<wYh=n&9oAP{I zS(tG&Vi<2=fp_V%*$1jb$8gc_+tFC4?fH>4Imbk%M5xt;J|^-_mR#P`#>A<MZC472 zZZY1U-Xj{##KN~<q}=UHl>SLpH8W#Ee~`R+K%NQOGpF$sI`O=rJ+`iY8Bj7_8}_rG zflb3-1<INku=P&bx~H50lcwi0d>IUsRTVYANMzuz`=uq3`xp>-GHFF|U?6KDc|*1y z1M92YMXW^_(BKV9TfUruL)5aYl2JMWmp*NAd`-uSUiEie59#2Y-SP1~(J`vZVP^U1 zbadV`$n-r*$G*U?Ig-2RD2S=6xx1c@15yz=G%-57f^MdnbkUG}Lp!XB@TK<j-@5bH zX%II1wa()-4dRM}cj+NC<Q`b!@M<d!^?id2ZYyX|?^oKrj77t@lQla(@zB7Ydvz`U zCl$9Q6K{((P*Kz$A=a2rMV5<rdE$90x(`V51)ZQ`@98yXtRktH5aE6N+l>l?seNko z)>N2tKFlaKqk=of-*kr@6-}A)p=*VxcsC`P%>Rdi)t{%^DnC&0<18m5=Pd<s<1y+7 zYbiLa{i=Cc8U^F#YvtP$C<s6JShOgVf=|q0>odL-EE)Ur%$0B`ZGW#U%YcF=f7#j> zYzhulmp5D@`X==2lMUa71aW+P>nq(fL9Bd-&4wm|ICrZ!vVd^L^7eHBu~Gr-`ZQiw zep~=MD!FvGI16C?+>7C#M88CpCw=hvLB?UKP>R(c8KWNp6OG%+*j;bL<}D{WrZnYO zW+E9Kah~Su1IRGEKF32dC*zfFhU+lVGff&bPM0{z*xNWHrr%CNw_>d2kJ}`SysRX3 zTq1$F<ibqa0TO5?eP%R65=MXNp6Ozdu(oIF=948Pd{C76@BCMOT+-tp+q~pQ)@4<O zXemD)R{m$0o@9jDH85@^rit?>!6(G*Y!z+(H_f*^+LcSp0VCaP5n>9F*0wOu5}wG8 z74s2mspbBqRnkV-AeLqp6<`QE!Fb_Aj|{L;wmoKzlL4+fu60+T7@&3fRNKmX`Z)fm zX8R*&ecYR{KE0_@4=?TRPCS#;gZs9XHxe%CVs_6bucxxQ(6)M1O`6ex?BNXc*9|%_ zKhz_8B2)+GjBeZ7SnA-k=f;kDx(>uM_6%R|)y74C$!lr%wK3g)E57lhHbyL;I|l}8 z!=f}{yRg1CNL~%!&wkayu9Bhl?i*U*QZc!n?yUu}GtMoiEwvDF%B<`PLko{SYA41V z*Tk8Ix4PyuO^k93cd|}uK<cASY#CVtoCf@!C!2^ad6{3kcbhsqOF}}2#?+wFxwt(j zO${8cT(^k$t080ko7OIUHJoxWd}lhPif^0S$YD9Ec$2g$Gk%3CwnlzBIz6j`)M0&L z(E}>*D^_}uBcXzT-+H7=-;~kuaQ(xS2xYLGX52n}RD#9Y8p8r_CHxvL;MSE^!bu&q z!OQOyQ8Jqu(tAP?H{ZAkry45afLhGNz_0?AyxwxH`<Mcn=2{-GY!$HeQo(=Yf8}vk z{06^jxIF4}OE~^Q9z0W3d#5S#Fv-6)l~*PQ(VaUy*}LUX*EM=YTuu&NyT~4u^|E*_ zlglG|Ru<$XH~JcNh_&X@i<byTUS2T@+7K&)%(Z8|4s*$1=d0ml_BFzhwX)sCjZ&~) z^IJvJT?%2_nJXffN}=`q)K}6~Nd$bNJ-#j`iS3`1LbvxwU@q(J>^6M~uuK?>=P!%n z(n_n|R7G(tO<yd0dr}PIBO5GbCq<!DrCq-&K@=Yte|VO0io)XJ-3W7U5tMrcZ!6;y zK{I#RUfHjND_eU6Z5|23&NF{*Ay61=^EbEevJ%F}{bNGhvqHrF_p9NlQXy>m{c?6P zQV2OwKU%m5XR2d@Up)W8#_a9Kfe|0rSQqT!ELhJ5)2C(3H=T_YN+P@ByxFk*;P|vg zmyIpKd;f}&*f=<Qa;r~23q9Q-FIbH%T;?|V(^XD%3afQ)!(|pen)NQW9$;bl)4}L< z4lF2K?`?df!9x1yGb)=2M_&DX8q_|?MAuk|YT;)loHywWm^Cu-cYW|tz6vG;!zRZv zGMJE8oH{0bhzY*n_t|Ybm<ZUI5q;Q>3HR2CA<Y#`DCp@G-C!_5SsJP;Ho<@h&x^ao ztqizS+1a@~WI%U!16d`9f%x%U=G}M(5*yByn)xsgTJa7QrVKRQ@n9ZMV!-sUN}jV6 zgZO(e__j`zffmLE*YUqZm;8-#xiCP-h==aDc@rHUOFwRYe3OnsSGm(WPSCOVK|5S7 zgpS(^w9&4ubR7C~tUA(^jw+X0d#KQnKjMEwNR$qX`EQobm(j7cQ}~O|01d6G!>ia$ zH1yA}H>xS5Vac*<5w0g`K(bMg1<@_!n&mG#y=bu0(ek@!MFa0yolPqgY3SwJ*)=Oj z!vjaV_qXS$aMFouju@muBBbh_dlwb!ddCB0pHXojuawlBOGU$Vj`%Rbmm!U{A=ZR1 zId5$0<#tf9GHxusgYYHz%CziFV=59~l->$epdy*~Z;c({OBP>c<H8&Tsk4k_58hL- zZpRl=${Pv>Z;0ldZ6s#O(6nO-1vQ^^Hz?ntK-7J)=+8L{I#0{(X*fW1jgI=M1UCwn zx;V4sO(<xUy>c*p83j+P%6bEdp1HcH?eg=mAnH#|jinJiGk$zbOifh~&9#Pyu6`B3 z4=?pfzZL<UYdIVCHB|r&A3Pl0wg`aHvG2o_65)?<4tERDFRdp8uiRZEqweZv&oe`0 zFuEh&X;zbAQywJLdV}bcGgBeoQpxDk?C&c(OvW;!c`+G7GPF&9H1+&DPvypUxvfOU z{GPqTsaZ=xr_5Sv`$ZCF8`JwDeMk^VI@7w#fdtprYEc23h~62yt)OE}!rVUJ>KA+@ zkbOi3QYZNla8s<IV!aVou2g>a&Dsd6FMpYj5;M~EeU=3Axb&#<scvHZ>dvtxe8hU| zG5XnZVlC>QY#d2U6+M4JlBE&0ec2hlgz)6{PL98y_8CC3u-7@VK_3y0)V2Sa=%eQb zx6kHLJ?ySrc1_`i9$qz7)=S6g!Kmg$m3F5t7Uo2>(~j!Gf?B91VycVnGbu7}$hwHH zcQYKR*1>({-bkYhI@n}U<`V6qgTQ@dFIMU4;OWMtHN$_kahH5_zv3rt9Q{?NF<-5X zz<jr}mdCVlOuR~@)<GLlR|=Mg8)##B#rvXX3tFHbuv%@@r-jgD$vv4zwQ%{Q_}SfS zweV`!y`QZDTCmkQnTD^LpzSf{l-AV*y-zk(^NI#kw?;qMBBg<<w3@P+$LcunWT)91 zFLk)lJX6I-)sSD)aA@|N8aABs!y0Qfcz)+xn#HY#bEm%#Y%EiSkL%9U-!7}-%)<-$ zo=^qtV)X6{?^IxJWBpOcmT)FK&)}q}3i2M3-?z0WBkShw+hMWFkhY3-t`btlxNxjE z&!7^FE@x)sCn;gB!62V)t%Uu3I=4p_6v4h4@j&CeB0_Ah%=fNRgvS?yH!gDuxGCPs z^Rr9=i{x#U$G0oMl~YjY#0PmqynIQO4V1@*ZkOK_PI+XmYY8}VR1P0KVlF2*%E7Su z&)_jWIo#@QpN~8yi|L}t8=m^IP#))QZ5@_D-^P1^i$OAY{2|oBQcDIS{=I3(9!X=d z{o9q7ZqoQYb}F4MDUH*`+yGTTs=rMdhorF1iCdUcUJB-@7up^xi8=E>_qWj`@#g+x zf6kW@NPm5#W%mjR*lx028vCC(8t$I|v;2)1PAIK$F`N}eqSxdR9}!XTFqhwVy(NN; zht-w(H;SOgDv;9ME)13THa9m!3FGG4ph^`(VGIb0#NOx@f<PyCV&*j=@E)Tpb_5fy z6m%r6wGqNx>S_PWvO@TLusrnjG#jN6EsIi(Yz(9XY+U~z8$5hTDgVCzO5R%Z-fbHj zl6H;9&a1E?U6#@+F2IK4{qTnV1s3Y>nWQ>&u@L9|>hgFM3(Jb{E#r=7K{BaM_kte_ zJ10`!udrhwV#n(buMJt4xTWBCM2hH|SL2!gTuFHFL!@Jh3Ez;F1z|l*AaOe5el8Qe zJl~Fnq%a{xGo%miV`5uZkmn(LCK%&Xf0I>Atlt0S!5?)duC-rZSuDgvoW#?%HNO~O zCIuwSePW<+M51)Cn*rsLZ<T5F4ETOnoTJ=efG28u*qgHqyiM36b>|2J`d1r2or+*! z<cUMRV;}>&ikt2ldk}rYwPEJRI-*m|1A|gE8R)Ay8Kh5VfMKyE_whI#`bLlc+ulyc znFMuL)jB$yevwuW-=-t;x4Y?{W5nZmww$azbUbeSs{X=(jyRtxEiWCSW9ZIN&0KVp zOkdrZG)cpSr+X&#+h|}0DtRxfrXlPZpG53s8ibtp^{7VE5c<12X2g$%4~I6~JZMfs zw8&tYsR|8lFk1JMLW8$!ZgS}_Do)E;E||Ad(Z@42+h0h9`{z$<B2Q6qGkM|ardTT0 z=<f4Y+(!kqC1uZuGZhvRPgXP%p2!(p<SJN2h2x16g*KwZ_PMyblQR??rLSR6Oj5u* zu11P_PC;VtNWNPY1uN!r65Ebb@NKBYr|A#{pI57x9Py{%Myg(pjwJ<Z((k|32~&_K zm@+;(CkW0*jPm`@1d-J{TW9+~5JwmDg48nw@qX}K>CjO@JdPgqyyqc^9l@OP{$_&U z-{EgiLiCDgJjrr7(JRILTt%Zd1duYOrji~hfYggyT-MwDTl-0g84F-+*Xh333<3P1 z&#s90PKHjx;w$CnWC*%v2fV#T#&?JE%3FjZnm+GT99_w%IB)P=+k%Y9pry22qF3}E z&59@eAR+QZ&QUkQmG5CoPf3)KAd}kPMaw54jh@uUeT9U2w@ruc?joT^YUdkaMH2Ym zT=DGZA$(C@e{6RjKRk<AQ|n&w!_P>{*v{1m)wkZXza?h=gdb`BHY4<|lsL+})d(ZH z@^zZT<4h?DjzxRI56%R|5nCgyooVi0Ff+p8mn9O}x<)XxO3;!lH-t%6^zn{A24KH( z+Bdz$0F5iso+%aTW5(w}(PI~V^pkmRt1RkaXUQJNl`VRR*nZmei<};wv|Quh?9qk8 zs8*2VSzX*aratbqMHfd@`h+Dpbx~z`?Z}sJIuN=)*?jgt9b7t<yj<Qv2QACFuGGlu z;Jw(cujw2_*LZFHo7b<6(dlKIGH+-@uwC!tDxzE7hEESXwAIEDkyS4aifhB3Ps`7K zTnk3kF&aN>v;bAHbG*m3z+olwsKi1Ge^y$w@Dly9I{dwB-62hs*{zZd;n76eo^USJ zTn)5$sc)WIrh)U~F$UMJtK-R@sBa}J)R7+LciHKy8XPYEdR9xga&dI&#v&OtnC$+X z>&T&o?uz0@?-zt8K`NV`8mq$pB7Ln)uL`PHO*(enQh}h4bm9Xi6`ZYWNj<=;f;Tmq z{?DtFp=h1(zW1myc7{Z5Jik#H&D-~vIupL+-Ils&n4tvK!c+I-^obcRF4H!w2(>{U z2k&e}SO!FsN}UzKcf_BwU04y5Pp>2dW+@<A_>btVO$ty`E?H$YBagj&cONR`$fGkg zu>KF1JhFX0dzv1U!$io9Dg#Y9Y#Qvk-^eM4Kh4$i`Ngt$WGVLRu)8b{wzP)Vypln| zU$bWWKp9w-?B)D5DvetXp7y2%(%7(^vgcuhG&*Da0|i$}qdIL{{k3)}lpnp&se4=s zNlB~s|4@*Ef|;s;P_!iKns#pqE|kFbf)nZOx#Ec0=a^coEe`%9HhbR#F|@iY4hpD> z;fA8d-t23lu(Ln-fK3ubO69>zB9}$ryQQGbZl?&;UvB+LkrBb^LmY?q*9k*L?u^W! zzc8%JTy$C$gdv*|qG8h@gh(k;Y-5lRq&YNpHfsvuR)DA^gF^@_FXR@b4zXe6o#Q9f zz{c5Qx!(S1Y<y{RDj$ww<7e`+pvL`d^v|rYk+ostyL0D*z0z!OpJRvdbF)#rVJAM# zv+#(!CsdZ`mqoQdTURHupnO%l=bSGKdpQL*cImV5u=e<#|I;g>Cv2!oSV%S#&3ih^ zgkqaSYj6h>O`mtyDLrE%sX=O*S;>Sb@8?~QGnt^u7MF*gW1@~@^-Tk!Un*>~Pqg|n z!Tagq5#M!83|#h+_##KRbSQ**mCVHL+#{VvlMKku&}09dXFum*a^{~e!9$0XtBy0U zePP*tx+?=)`Z?D6Dl*^{t8B*4$AG3Mr`X^E9nXK7TyrJ-upZJ1=P0K`LfoO^T>%{l zW|xjsX3_Cwi=l1$WjbuU>(@q{q7zO8{G#rngMYNozK`gZY)agjcr!Y9PEB-6$<R?D zxhKAxmkxu-_WrOhG@N0iUt%=U@KIs3sx+Sl_0hd&HYd{Hd%JG6d?XEu(ylL;1=Fxr z<MR27HZ%m1l;3J8(XheJQsEDi1_`A}hbaLXth+Wb`#EVin3(!9VTcMJJBeDsYASx5 zTJrZrHWieH$lWK-QenO~_|Cuo2WvTKdaG+A6&#oEe2Gz~qT=G47(EIV9S3O&1LG9P zXp^Oix+w@3db|CfD^9T5V{)GY3gcMImm~_FbRFMX9Zdmq<r&S3!4&k^?yqpNr=XbP zrY~$rf&W)dj&~9iq(na-P2r&6#PbIGo<2cbIkh9<LN(#bMK%nt2twi7B~ktpf_T~# zYu3F>5LW$eCy!bP;`r*v1FMw<5hb<O!mCjLui5P{dy)n4msMbHY9oL}1M{&N6#<xk zIj}eL4;hXOQ>ykeGJI0om?O8y=nR_e%sWa(ep>xS2WK)2s#>J(h>*e6qFU`TLUf0> zgs)yZ2~|sFx~GasxcisZP@G6Y_MaX4{zRX2^^X@*%}J07s(LsfL&BR=mh0{>@}t46 zJ}Bh}Kl(b;s%(1+M<V>A9N+%G<M;Q{xa|dNjS&7gnKfB$goeF3jUhEgkoOyO>b-6R zu#F^=!;GMQXLqAlkP(jjx+`3_%LtphHrASW7=hQedd&_8Bb0LUp9_#M!reV`B{zEw zkvbvjnc!&%;gfC$VuuaTRrFlaQ`7*bzNP<2Zr8_r(6OXzC-pIHpw;<NULUVY8gFOk z=^<tNn)+`VdN}0%A;Uah7cpfgU!3sMMeeTNB&82J#QR&r<?C4;%vG*-PqWp*6;7X{ zGqO4;JG-)p{8bwriKDOgJ<&$N?C#gOr?kNu{%Mm-cp|y~_NNMlHYB3%`P%SkqdQLK zkwd2zYJA-198$F~?iT7W8LovFfm%hqX8&CA^etM{#K^TJ`@&CYV(u4rjj6jPcmlo( zwNNy{TfFvF_(ctb?fC4nlcE8S9aV!)gfH%uE10jn)sdlW={WFQ4UclTlqCJt@HBTv zxzMaCrl<C`Jvyt3;e86j^)jkxQ+|80>XQm8_S9?bid4aw=y6GLV-<*WK0N+#KpCM8 zGLl;kC_|UhxBU~hGWtf=%N1Q$LWRD=%5*a&Ji6<7>TSCsxcGm+RZCQanAZFTGo~WM zC4SIvH7cO3uUz$uy8@OE*{rVkDUU9ml?8J7^62x{S=9EE$L02>!&ijmVH94mFZ#0_ zJh$kiFe>D5oVze&G(ipug+F&rxyV6v>Gr&fv$7~2xqq{wR2C&(i_T%@vOw+<3D+_i zEWOVyY-%loBX7$Jv$~~G6~Eu#JyjazVdwQ&Tcojs8t9ZKFO5wr48ZY93Kq@=U(^Dn zAkZIU{#8y2)PBJuWnGf63l(kD+$;%$m|HfYeG*vCwexp|odg)0QoBlTi^GHW>J0O} z7;2qe%)Tg!fvxi-KIOV7?v-x#X{r%H%?i^UsSUzNer}em7$l5e=i>K%B^(LV>R<Ws zs}NWLr-df&3nBknQF0sMNqywFN2Q7oVl2ZKH&TRPXR~wppWkdy(<ioZ)w1zx&3{!V zZm}WHCzRP2!^W0PzCZSQv0))DH(+ef#<5FR=HeCDnA3B=BuQrD-5<G**K;h0IoRkp zb+f=ed@+Ujf(4z<vy~UJS;&oBDcKpyf>LVF@_0|;d5YUYHaM_|E=cG}kth6-Zc~`} z#l(lP@?&>CGm)p<`b7E(6B}K=^KU)Lgw?aon2sGxDE}AzAk&qJuC6BTZEKnMc(XkA z-}Q@`B+Id5d`z^(f$R4O168qi_QXGBAYP8g(6Eq!SL&wM{-iT-@3_Zg|2YN<_PrFX zJjTHJomZwZVi*{HII-I*fPo`FHf!)XGLV&87j)l<feR7LoM^(E;J@c|n1naqoVGbc z_0sWmy+VayJsrZk%}({?(P1vIGBfxD9kb%zLVtYesLVABOkGDO_UF1cXerYny2Q%! zqaYnWKFGAE{-j}nEO6)F`6|kj3E5S5XehIlY%w}QgRob1cBd~5gP%{mO5aQadgOPg z5Pd>2csTTvK|=vwpxvb@Dtzx*?ofL}g@BE>^FkFB+wU&aROL~T(efbaa55EEZ|i*g zjuL+49_H?Lpn|m{pC??0iU<AkVw<F>h#s4DpZ`n2pr5_ZsZI)tTz|a`ct*jbV%KAZ z0t&KPx+iG2DEQ&8mOGk4Y?q#}tvf<^qZi3_HH3n(OPYdit`yvT^vr(kW(p+9i6puS z1zpmL>`7$`L=9S8+C?egV_u2K;h|tlWXAHzuY%Y%{2=9ItsqiPCL2Z&{c=ja(r5E^ zL1I6&HFNn9LD=Z5&OdG`h?PtB$Ic4~;_&OboHK(0s8HWntax7lx9eQWMlJ}z=X6fi z?fn9fLX4(6;mprX6K_;?1rXf6`Q|5@06>ZFN}DIc{n+@CbuY=NrzKF9-XY_ru_bHp z0vYjr51OO5kr7urS~n>~#?tX?1Gnc%`0xIjXRDr)ps{qubTFBO=~}Uv5DyX-4S)MM zZ6M*8g5TOOi~s+1jc4}Br0mW%g4>JS+LCZ1*o{fE#djFtVY-ug#(E?0SDk#MC1V5u zZu@&FOd}NQmMLWk8ez+dkR1#TBdEOU>V5df5Wy@Dqdn7xxDqeRm-g8Z7k1=u#+4eP zVe_KYn%#z2;xQqoWo3v)|4(n0_Zxux*s|!ey8*PkJ@zdQ>qE=fTu}OiKD<MBQ`P76 zux5yr`lVMFtNe8xWde0!IJHVNSY8(@A}SABhjidKd^vr8s}7o8DPDHJs)M@S2Tjz2 zb#Ovi>_Eyk9oY0QI8-YT4&|^r3wd>5|Kq%~PshLGF7uLc$Fy;%#n_r#R2w@oDRq(` zwNR@%`1<|}Er@)O*%T9|h32HyhC^CfNE@6D{QO!IakCX{zW`1AeVOy)72%5g$=;#i zS`Bn`>;D&jRs*hPzh2)<RmZTXDuh+kQRJ*ks=KX*@3-qCBsQzz=$X9NpWmv2Q}nBQ zU!f|hE;j}Rg{Z<TQmN`Mw<;EDCfcO!RlwZ;vo?cA1@P-@SYD@$#<XkGnx@JyPK%lz zeyarS=GhtULrPdPdZTlaO9^TFrzvXwinuW>VZc44fJcwk&Q@D0U}}qR%v(+cg!Ak= zQB+EJ@~W-W#91B<>AthdWO=y!SLXlajU2oKV?L}4ki#9_ogLr!<-j%UH#pEOi)YCk zGOH71alj+ZD|Wpsm=!G?m$?W>`qwr04#+^s`>AVQwhTsA&wIKOo(OH{wb7oE#@`-k zi|6&yaMQUKu6{-ux`{)34M4ckbjo`72Pt%M>0FP#AO*_0n*Ao5rLbZ5oQ*fP6gCcc zH19hj3HjwKGW<VFVAD|0_YQFhYzZ-+$+#g7x1v=S#ovkHDJeU)T}%uKE}k57_eBv} zG!xgc@89|Mi9MIUi$G-Q9i_CDB6uM&(7$O?7(4neJBB|I#-G}w$=lZoV_x=Rk?_0_ z%z|q&|D7M1X2tizaJ>+2<Q)^Ur4hcUB!BFgVI%!GS9sAkHdN_P?k-lbaVnbE^imER zXWYIRbVabic-m{WXu*cu?J^?|qEmiObJ~pjX5r1k;CSi?3*Au{esk2baC9<6#^VYL z%`xf~qy!eEq-?p45uQvdA8h|(#DX=iiq;_s7A(9qQ@H*z@m2bQe=gyP+uG2ZtDBfO z!|na3IExAUbG+)NN12#>@X9mSjfto^yDw@hnfS}MW-*&d_|u%F6u`wqW+CScljxGW z*&`9TZx~2)`!2hyih&1yF}22oE1OGCd}&HzVAkfA<f$kIc0PR&xI2V_t-lQ4_FFUX z;r?6qRl*F&maR$twS<9_iw!;3ztFK!?7@A*COTN(HL~LVqvLF(1dG0p4*!kgR(psJ z30)&I@?DsYb=jJ%TB1Yv9Dm1N|4oA>X=_K+Bn`dmgnn=TOnC8TE^oSyhH3#~fAuB} zCpSmce<3<VXxkZv$7&jGyuF~PqE3VPs9?UJGz|@Frkb8{({Q_KO?AQq6>VGIMH_Td z@$;li`Oha*cqp_a-XS`q=}6P8>%aSTSu8zm6h+0D_J<PsPAU>4{*zwfMTJSiMwKpm zD(v;|<m9ZT;)5Fp^U?|`Y)VdlKc`Fd3c0)Curd`~K^_NvB&p!@y7YbBzx%MfsLfz5 zp<*|s;`iq<3aa|j<6eHEp#GV{wwhiFu8F6%r!-LzuMk*nnoB{QTBQ5vNeZMjawl)> zqM&VBtJrY^1q&vP$ttTTcwqB%S*s8Qr|;Iw-sGg9kJreAV_Xn+;s>0vn*}jJTOY=C zNDyyWTaTQx5k&eozYdzHAmY-NFh{usVLI-~bEQ`RJidW$(?qwZeR8rs6DWYH!oVGZ z`U21kilWX-3E-ls?m+Sc8I2Kt&#2UrQP41*{UCvi;)%z7VS!{=ICWWRSQ6VeIi(J; z$e{VFtPUC^VN2skIK7O7`IM`}PY6#AsD0H8-$R1?aLc%a2?=)`W~nD8_;EBed%(Yg zA6bgg;cEB!5kjgh`j)|uX3P2Mv$6cJJLvwFBy0@(kgc9>+{UP*)vFwQWrRjM`iZ@n zMlgKWq+Atk1VxuaCn;V=&=^rT7o}^2rV)h?1>8p960BSo#$$xGp6^i^2MjUPEw(qC zWeA%zx#>N12Dn>aIXBI1fSn?mX#t1zadeM$Ta1f7)_24jTK&|+f>uMS(j7g7T{`F9 zX`_cMW1D-l-?}IkYA=#|OgOTW+&g2Yi*J&*_LYz8V7%gKdBqhS82b19G>X(gV63b; zQ&k72li6>bKWHO!;771irZ#$>-HdSc(}sEKUVTSJ!VhYop~k!xtOTUZ%{#Q<c>Q}w z_Ejycqvfj1IBQ`$P5e}wz7}HcZ`FFSL<@GMJ@OIJnt1x4JY`T(6HDcMJKt7lfH@oG zxP-2Oev6I%_OH~DG{0;3$We97-S?G~7FS2<_Y(Wv)oS><-KOl$0X6&(>Dc10riK9f z{A1IdM4uSnO!(&t2eY#veS<2VZu_91Jfi}tuczYvXDV1=$Ryw2tAZVx3BC;@%6NBP z_Wtt2%Ba&!5`Lns47&~I%G_p@U`F=fQO#AtRJ?oUe_l#(T8PzD>rlkA>UaJxViaM_ zF`sdWstEo4j(>daD4_2_>zs%wG06rUhQH<E9B*A<N_bNqz8JS=uRLlfoEZ-v%Ylcl zjDL;19I7W;vfKM)G4}MXYyC4>Ts|T(aXCa55}A9_wu{KZ=QyROvOxx44ux!Egvj74 z`yH7jFN0F8b6x=>()hA6Q~9BjG_;g9<eW~D0>Ah{Ia4(${4`HFc(ha!TaD~4E}fBp zBd-l}qn8A(+iiN+a77#$8=vJ|7!kvIwPxSKI5A|%ot`bHiD9U*>o&Pq6z5~+_P?JM z0l9-u`bLomlHZHRyQ_<!Fe_~A@daV9AMwD^Oc=VWA8eoeCWOO!FT7|mLNGm+Ev3Fz z2;x?K*Vj^o@QitopW_c32dB@~kI%8uu6nRs;sqNIcIJv@7qD?O)4xkTiH(-x-3xrj z*;w%DDNWzW#?;fWr@brK*g11`)QZi<if_52engifA+E@(lZCaLo!wtPWMRKDChRY> z@MypGc*TBVJFn(CXBQT##7U~3jaj(wc=&pn91C@}hgtlDCl{0swj}m4QL-|-aI%z% zwaVWjRug@4UAijh`#vTf&wfNJ(J6^5g5?q&naKCY9y4<$9$q|jK|q&@yFxvY(@IPv zA86qX<76V&^U<c(E(Wfx9Z58~$H3~+tjU+j3|N*aTnO6FKrt6re7hBc==RdX@`NJ? zV|Vnun5QE-;O0HYcXS-A%`9ywq~qs=;0u*QbX4h-#!d#)VHh8i@Z6n_P2H_;53C`c zZ+;|8PKAzv`<|RLB6Q3gmMc8<@BDc?i46HJ8h*1DO20m(;m6xcZrjsnpv_h<%Ei-g zeX^O{vXh1teNoG9xzeB%d`)u48X7dm+s)VL)37hVLUC4v2Geg-Eop!L9aoR?a2}@O zSklKYI`626RVL@m)>0uht9r1vl!{%f&)PRLskkQL_cP=i;m(y<UO&Q_68))U)etHk z)2-fpaizjrE}bKfaOJ{Q^m;2%QGH;`DPaNPb=SXZ?42TdBQiQ8vxkCr_mq5g*Hb{P zw#;AkfP(f{@3QBv5M7gVtGgzi0^P8;8o|DVBl`WxD>hM(zWP=N=L!l+-hZ$COmxaf z^E1f`VG7)&C4a{)BRu-M%kAMOL2OS<S#h$F=o1CbEvs?`vF5KS_22P&iAPWDQnv|0 z-#31r%PK*11ympW=gBy^?PJ=g0JJD7s><a8ShL8PU709=(9DS6p<V*udN8z$+fV>| z?)DdCa0|fQC#qVfnGAmU+Y$43$%xp%$5(WgjJjX;2hN6(F|u7DdQgUpb#E&x)^?FV zq><~)Jrb<%9bVI(K?0wYxMEHM3CVYapD5appuaL^>5K*mNmoxWUeHJwjc9)S@B6Qf z8+4C_4f5l_GSzwG_y7C+mAu1Z#<2`z2)d20@*$?0;Ks{&e8ymlrK_f2H9}tf=%)lN zBlwe!c^k|d;;v!^CA82G9J1d+OKusW@RPyd(-Vd`{dD-GS*#)YM~gEuybTdk{_w|B zT|<QDcDe1AH$<2~ORwUf0h+`3Hr{`vkNX`9F;q=`%q~{^cJR|fQAzRdFUES<l(om? z%u`+1i}#7n1?yt}fg|qLn{*+%&{{V5lkkJ}e%L)r2VBA`rW3>rIa<UjIH?2QGavUP zZP$U=l}EfS(mJ^IWNSpkj5hXVJZxV7O&c4GH(Z&xs*PP6<+;TIwXrZe<#It;8&$cN z2Vecv!oxA&8#~*yptMx4;Pp8zR2Mx7Uml=^y%Dx=uh6wn6-Rq!(xHjy<z;uHA~o@* zY^-5;N&{zNGioTw8d&SFHt~v?2F9De?+%<-M@99M@R?k7Tw2Uq`p`-p#qKM*`P$Xc z`ktqmCt3|_R56zzuZHLq$$77ORR3N7Zs{oxRa|<^`^iH<6`IG-U6wkhf~(?ZUfWD7 z<H83^?ZS1+p#M47s`&Na{UOCNBu*>AFDYz(TtNwoN4PeMmMfzDvvar&(Jwoiub*Zx z6(PAma-JVlz;E%ceuM1_m~DP7zR*teil%*vU64Gk@m@DD;E+cUUte%wz8s!eonGN# zDTi^V<j3;mvf%mFUQ*>Mi(f&;D;#OE&~8)NG5kUXcE@@h60ghPjm*J8K1UgNwsKyi z^T^;pf81VLhcpzQEGD>lO2g=eXsGv3Dew)Qzi}^C3MC&r)juwg!jbgsjEnY?5Yzu& zD%&Ih&ua-EyKE%TSNufsYMM9}_``-j{t-j&=HBsFwPN_A{PgLhq!?cB?@}naDvCgz z-KSGzMWJJG??-N_2<#tRu`ux$!De#%>vs$h{1{MuS9o3+hb&eleNzy|%D)e7kG2Wn z$g(WghCCt6OASoya27&cU|gpIT?iVr9GV5gY-FBz|9)8w8*~fh%zxJ{=CcSby_UxY z>(&-AEy5Xx<dho{>)FtJ(NU>KV?)+mA@|%@79J+qF!7d!{`{@VZwOb;Jkm(pc#&{K z%X($T4i?^<{8VJDWkIBg<4&0d3y+np@7gk0ICweivOEtlzljRY%`<VcG<*M%9wtt7 zhhBeOz{EB4>~rZ?nK;rjV7>7K(Jj+eD?}riD4sTb+vLN<V$gK6t0fbgt&Gmht1yuu zy*uFwm5I|9z1GgZ8Thj9gB0Hg1Dj6G#zt2&@KBKX;a4gHR)_fV{q{28CMA95hA{(2 z2a<Mek!9fN$;pwSKXm+Fk^D!qk&Ytw%N<PxbR6CCaAn~wIuh^utcpBO^vl@H8rS1= ztQb!eln$fA;&a)(m###=gi0+vZb64!``Q8vbz&VA(lAP+!}PfG=J+2pkSa`6`I?AM z@om!?s3baO#nUGrAJK4#x1#M%4h_qgg{OVb(qQsiVo8%54f~G?$?gFSYG%jI&9aG~ z<1KTmT1vdmY{K2Wgfl0H#0w}5R5ZA}kEt!7qO)62HtRYS?{^88BwwUrMW(ak&IBq9 zmYp@SjHII3%XFpkE-FS7P4ky-qoQSV3hyIxDlp4)*<Xr^vg`W6rh-&h-(Gfz@|%K7 znvbr2{zkYF=(qoF2L&H}Ud)_qpg=S@xM^iR1sZh;tz8KeY<?DfB$?<FZ}KUzz-<(0 z_fPw+u%zG&b*N^6aAt_cAN5&=0`<$O+v?~PxZEyyQ`$;=sIU3GQR@mZ!vi&xPYObC zmlHAxU#J&COs^5WQgQNdx~;Mx0#-YJ`#LXxWi`IN`9!a1`KruY6$+rkYjSDb0Rh<Y z<r$^<2;i|8&k{Wo0dSMtV=FiX5dX4R?%#Ec>*M6MTR$h`+|J11w-?E{Ki#l7>i`*9 zPl{8be8|}Uo6nD1mGEcr_^BFBGPp&<Ja12v{#~EsuIqCW>K$cVo*gAY&9#iZ#*&0| zm44s4B_uR;lst<gx~25Gw8FAXet4$^oSBQ~$Cy))!_Zn|+<!bIpuEl)wDl|Bd{#Av zm;9Fkt(!*RU0AGkIb?+H=QrQlg&V=*g7fEbJ0skEHoQww#|Zs)Z_f@BzG%~QPT${T zh|!GCGqOU4NV~i>rS^>h#_ktAWnVA=Cp*`>#LEDCs`>NhB@J+)I;mfi=$EC1|1En~ zq=%DB8|Ar_^{~R<LQwCUF0Nmi;W~R=7nXyUhi+->;=hwi#(r?<LT2kP3$YO$Xv}$s zT)3@+n|>x5bxArnEP1r&$|@cB_*Cy+xu6Z}aIa;-t=cG?ms{LQc=9}TZ(3HoHdZsu ztBbY}&b+v0E4-)$h3Cry<v$U<a_E3aTb&k8zP^-kF;WYb&6{d{t%%unSZ|T&mol{9 zY8KXn!wsKX=}$E9$c1g}<gNkk{aKY_%QP?<Eq`m*Ep=G@-j@1JQXM@9jko+)t_GR@ z-Cts?)o@ZVo3~e74ebf)^c$I~u)h`_x8Fh)+kRD)-k4Isyoh$XeW(g*6;E~Vv?BVY z%>9e^s4~JIKMQ`5q>R%Wn(cDv$|!0veKS<AgtWcgCZwB6;2flc`<p4j-{fa&;BQ5+ z=qDb8y;a2Z&)YBmjZnlvnJh*Dk0SO36~@;WDuCBErJ-q)0>HUo@p4QawnMY+UoGSj z*jsgC?u8tTw$fw<qU2!1G4(>*LJk+!f8@CGP8KrMLAT~uSz>=`&Q(oK7FwSs;>3Do zVBFnrCS@vvCzf$pv{Gr5aBn|#)?XS)8<UcDQ>5XkVLl~tUJ6<FTHPFNrLbZ|w0-Y) zNt_?gb9lT>65}1zXTldGpjG<kta7P1Tt1{vem4@w#R|I4`kP|#^Q;*AuSFCCN7r7+ zOBV%?Vf#84hA4ii9{!<xNd#Sy8`B!CMbHsl^V#W#FuqINQ22ID7&!(cU!I-9C^$#E zvtgAmn$sI)bQXnhCQS4jPpJ^T5B%O{7%zlPZn8brwnFG$wfW|5Q6Y$Ok7d95!NyE~ z^mycZHloZ6e^|A$5s>8eGna6tb<Ax3eKZ>)A}_wro3kO$c)2S?ij9J$9Ov8TSYXB} zI_tNvpr117u~5fCOiY1SLN*JRw%tEHeuxFX1ZSJ`0W9qE-W4Xjj)l?jRr~AISn$yE zd85e1LdK{;b=3$HeZm}jgWH(c^yZVr$9qgX>bv{*-+jCayER(oh<@R>|KqfI4dKtL zm`f=%CLEXOmi-=P;8Uh&#MLGS3NEiZt$v3A2`-a>vP9x>=RGo`jtu;_%cCtum+-`O zUTnQI19yJ6bStqKa8coxDx0Ch;ojRTk)P-=@{Yc0^@a|LxpU{xeL6;`9;ZCWq~meU zr5g!^D=}61KSV?5xV3mk_~u4BI*ji(JL%E!#%hScNp#BwmwGdg5gIHH{QWxHKtnp` z=&=^Uk9y<EpY};K9ME0(@MA9xb1NOy+Wlx~?Rr#IwvC2nO}FF(YZ}(kkDbz1qrqbp z?}xW!!kb#k?-P?$7^TPUUe!Ux<j}^_t`aIZB7?>MyGBJYWp|1HX)2Vbm0pPLrQ-6t zp8s0xsrch}c=>G$DjGc=o{!U^La@fU$4Z<Evi6Z@vrDMhUOZ%(H9*0rP3g&f%@m0F zkC&+seWF(NVC?OG6gY%$%4#@8IHIvx_U1tfY&1MY4+l}ecO_`f$(@3m-9u{2S5d$n z@}{g=o`NOTJ(sG)D0mZ~)RMTIg6H19UcDO?MDTgDgw2J5Fgmc6wCubf3<i})bM_P6 z64X85zd;Z^)Tob3#09~<q&M-xcL6k5g>h&-6#(V)cEjci#N6?XlWHjdpVI8(pS1*# zZyN7dDI|c}AGW8HXUJfdZ{bmSN=Adok@K%o$&mi|xAjsS8RoIPL(TzYh(GtDXxNaU zsJ@ikC_zTEjqaG+2nm`D&HqFRH{RcEa(jM_gcloJEEA(hIN4G87h6b}>Dp1T)R2VS z%k|!)QY3_V7c6h(Bf)l!(!5hMKSK8`?AU+(fA`9*jwJV|M~u;aI^MbJurcg~6{YAq zjB#nA=b((MF{mo51iVCyA=Nt|x9YhOLK9x|)x;U$cxq9b2F(aIib6MJFB>BH@M#|z z8AFtHdw0BSFhH4=aLJaf2FTIQ+q&kbKH3zPuRnO}U#B>%@{rdDN3a2hOsyWSgvUy< ziB72v`0E@!po`0!n)oa7bx|U-C&bxa7oQFvh=~x_#m`li>uMKt&>+p>74kv{55;pu zR%PqJyuPw{oamLS-y?n)M(e;Nvy5}Ix(+Ht;=bKoqJtmw!ab%9+8F9TB4g*Sjjo2< zJ)5Pq5i0(vxv)nIDdIuWb!A%E8T0h_@hD<mkIo!*)xwj{UB&tGTHt<EP{h%$iDQ>^ z?~#Kv;TKv^*-6!e)wUDWS*02f->|#C)j<P$%=i>v{#8ep<3op^#p<xRapb+zR&~f; zPa16JR0sc~|2XdCsNux+>+%QLYWQfiI_~E!RUEl!wl0oK70oVb{2y{uun@5_@}Q3j zCXT(-efV1$%-nCClGl{sxiR*OldUq6ukG*iq$s20xV^>eMkO?+@GFmQRl*D5u+{*= zl{u|TXRVqPVKp1jk?@})#)S5i4p}Rr*O9-%{F4G&gSM^T?WBMdlaiMek_y;-QMIe1 zRvw{I)z?hI<w1Y&(yNFnk3aR~yy2sAIJ@DRO~+<AFq3yK%y!Bmd(ug5m7gqvJ7kx4 z4a;Ck=KNU`4;d_Z6&JluO9sJo%EZlXX=JRpv#mT-8WkhArhVzs@Yz)C$NWzU?!N2H ztaYT&=)0mc;kYDr<bBl&>z6<bkL5j&YzZiT2|6&ACk_LdvaSFLaZJ7G<}e5p1Fvsf z=#L>$ux75Pq<$5Fh-b?$BX1FuguKgaY!k-#w(kRC!NPF4D#jx`CxnnVkxSwgLh#>3 z&el6F1gQ!ca?f5NlxWMTgc6-{XptiQTvG@uNA1pCA7LYqSMw!W*jO1}l-Kc)jYDSP z=PfR>ar0zAe^MYDOa;yzEk<mtdl3{LB+15r?ac;FDjOlH!jBYRvtS)qe6Q#(3t~lG z546s*usFY8K0Szq%_D*ZmX0j&`aStDY084>2P1z=8sU#^TyMb_qA!-@mpHXDkyW9_ z-Aec&c>4J-hjUE4p3V!K3}GVwY4ub8jZCDT-F0YMgNf+3QeUqMGx6lHi@5dz19J-> zkBtp7AV0f1`ba$kNwdfQ)4RvOQqx4;M`wvHso%(9vXg-YBgyfm^~72xGiQqu13SZe z?)~OxKr{EWQ{pfkJj#c1o!-%LTmL3Smgp3|8=Cx+<#bewk%q4kp73RGM(#UD$GuCh zHS}WXcsrpr_$!c(Cp8P*bxw3RmxP7}ucYJI<~A8YDLOP?Ue|oUL5KBxpi}TS8kn&& zW2<{<h<#_R__myeJNHSt;TbgK)&JDO2^!u=?O9T~l?L*wh3&?=G~7#>(itZD<aTwH z@{PYlSG-DL9Gj-Xwm9vSFVQInOHR;anyKiLSmNAQO8Bs^ZEsl~71!6t>+U{7h3jqK zC(2<|IIFDkr4W769BV&cX-$Qeu5r1CJQa&|vm2)VQlR8>%j@n4g>d)xzFQwD*q8kK zdlJzl4Kf)ntIH@T3Eg-36XDBY3yr~>Q54+2$oVvi=#n?S_IJHJC{W<9=W}qT;FR_+ zZiX2JyFP~5zLF$7npj+Ul!JmK_MYVG?}B*e<8W|QksuN@yE5M%7Q}mdl0$;4AnvLK zwy5X}Vsb%}YfMBCV=E|yg+!O+*mryFB)TNWjAMstl>nT?#uw@n1rWL6Sh%07077Hw zf2TAAz?Yal>o7rv^|0b?!Dcd)Pp#A~yhJ$jHFCASD;a%9gH9I`jwqI0G+s4CLbT#k z<;O=P@NP8EyLE|#t>y3NuDeK>^S>^{uqL4=_iW8q0}?)zn~s%>kZ{xCXy?U6ek7j! z{(Q>^e(cX#p*vr|k8{cHzlZn#Z%_X3%+@^&K}};!6`nIcLCnxc%j)LUjZrQemo-0O zgzQ&(bGzz{aEvzecjI*<sQ)~_vzKIq5#EF+JOPFXw)kb`$1;QqCr7+WpaCN6K3m@A zHXwd~qBSD}`mit%KNeE14`#L7cI_?t*t5Z7OEs@PTA%Fl@{Z9%)#r8xi{*OQ?Y~m1 zEKwH&JsmG4p^M>wuiJ+vbZ{fKiP2P~gXzb=E{UAg!K?dcw(4)xfpJO4;;fPmc6En; zJMdN;4pT;<luB)UvvBnuI-m{npKO;DTW$2KoTCo&Xv3~Cpt`e73txB4@BQ*v3k%mS zDJWmp!nxq8tp&ka$iDmWfHBc0)}%*w7MNN%U~)Ty=eZ`frI=6FZPtX=z|t;SzXlpK z&h8gktAXKgfepO88pP+o*yxgUb=2!#i^w)oN2ONPk;d0*a9ACE@NuLXEaOL|wC&Z< zm->o7YEl)ItR;n3`Kma$&%iI<LlyT6b{+gJt_o3G>vNr*DtP}aaNp5;Dkw?%saE8r zf-vgl6$5k1FypTrcetVqiJB$GYR1YKJ6O6z^qmrlNv%a@o0V{<StI$KsuG+T`@Xdd zDdL<Rx62WtSE7<~dG*H?uy5P%c(3&ep!UC>)_f)pJ+H1)BJ1RF`*gRZz$ZC$#MQ`K z-jsvPx=r03tL1Rjg-miiD+}q1K8M<V$UxH0?8>u589W!Byj3SD1Hlq%f&F7?JZy-N z|Kuo*c*&Mra}jB{pE;b_-6Dljc39oYC@Jth_z^E@CIzz7#pdPBl8A8*8k<y-MEQCP z{s2D-m|L5$-)4xzbdB<?j-@!x3i+CIHj1HDf2!2PUkn4PkyTH+M3Hh(HjK+e6dOpE z<3U*>n2i5LE#wrzJLYZ415bn@U)kT*=^>2uYc?O)zFZi(p-&s;i-oYtb3UeTpAfJ_ zwN1xb2wx985EkGN!fI_YOY{XBhU>qqIhw_Wez3sx@BlX2XM01NRuF!8b4}>8*zj*Y z_GkTj79OhSU3&bG1#exCJ-U}zuzfTh|2molO76b&ojxp-&P5jUS+hV3ylZn-iG{Mg zTMf<VEChT=*#2XY3Cn~>!s)|IY;AMAs@ljzP*~<$?rJ8O8_aofvzbsm=Oex$iHYYz zks5r_OpF{LAG+<u#IBkF8>@9pJeIqCo~+Nr%EPJ3FQu92EHK^d&cTG2ZBFHqFANmF zymO(nje%O1i_dmeF~A&L=iHORK%>t&K8|e+JUFk!s<C81hbmv4q(}71ng(Y(Sq7@3 z(~Y^vghSnLq&D>sZrn@$TbfVwibJ0FvT!;smTjFoxrykMtiwmRmFQTcM07o8(((T5 zL{Sl$j`CRhjWG)}eD?@z{`2PFb%oovR1$939oeS(-~kOzJNi!erPEOPP=>}8OT&X5 zcLPU4XqdI_wEM7=a3+#qkm!^%w%*ucLiqCL#`Qra4OXo(KTpk35od4Kuyurrr(bp+ zUwBT%Jdfh&rCU_wI~1PtKSxF0wa0TR2dQu{f41g_FBKL_c6yIDQ*kEZza5FIsIYA3 zJ;F<&;tQ`#cIN^GKP7{&Kl)C=)iqwCp`8@seb#?R;64RjSFhasm_b3Um&e{GNfh)L zJM|<*Q_%JPeec!)!W|A}b6Hyo+|9VQP8d?~t3^(?Ns)pRM?w$fh*I!6U(x>{Cj}2f zU6&o{5=2zYh@JKWK}1_BXFfP8i2b93IUd^tak=nV-d`O-Wc!)i_nQ+SJm;z9X%;}1 z^lazry8<}xC)0oWtN=*AUL-k%31GsrVe!{m0UX)fvF5IX0F=z$ZI>M)<CRMDwJ&vK zjJ9-)73YwF7*fEQvt(pu)Yk0?Bcp3goBWU|85s(doGC1#UnDNRlj|dav^XR7;eY75 z@3<Nt|NrAM3Z1>%d(U&)`xy;|$WACxA&E33Ba)~jN*Wp{DkY&vO0rU+O+-UdQcBy% z_j>>J`{Q%_{q?$Cr`!4C+^TcG9=CI@*G0H;Ec$?VNj3=;@1t4q@gzKq`u5q8@a48y z-)8BhBzQAwFO6!FAk!>i>h?_(;SWkTt2c_m!QGBjpDKzYbKaJC`ikOlR_n3F%m3FG z^{x-066Z|7i?CLG8)pKQS1HLN=S}eT`<(SxVojiR({SrW!WrMkhrH&HOmJrO+F-&D zW7wtj8viUY#`Z_c*2T&j<5_}v_q%mQ`0klE9oJ`w9jj~e`BucN*#7DY%@8{q=t-YU z4RF|1qI%$>J`O$Y^}Mx3AL>cbP1==uSmficvN4<JlK4Z<IjVZNl_>V?R<8i+rTHtp zA_aKqab3n`od91xdlsEH6JVC6_$O_e01f*$S=ILNaWiQsv*ZRJpBr|sGY{pX@!_S` zQFA^n_*WQ{CHQD6IU>TT)<xj0@Sj6Lx@eHha~;^Ii;=?~_nPc<ab$SE4U?&hrLt`{ zrZ;r3v23mUn*bfS%^wxpF{KTP9j$U*j5Z9O@T?2Owec}z%U|jNEpQ*Kz3VBg1?^D} zuadKxFbX@d+sR53Cp6*;T)u0ddz;OO&UFoVO9dFM@YBE>a<pxmm<GfZduIOrQpdKC z59jKW)$w=#NzQX6b>ynFRA^SHK`~WM<h8LHQvC#3cPdp;>>YQyV7n^RBNEkfg;l{i z<kNTOh6<cFByX%)rGgCp>aZLU71SMhT}`>Fj0Nj|-<Thy47=^I6GbM<n4M-fOW}$V zetm!Z(`A_w#;b-TbABlzV8!#U-)9uDSi_-0PN0Zg)?XajD2mt}p7-|55e3ZtEP45l zjsngGNEI%atpL}i${Ss-@(5k?rsCWSIndXWxMjL>h_K!sSNKa78-)uZT;IsTeplGw zmN3GXzNi(RPO{jx&DfQ!AdAkI7wDt)GRV5EvgP#_8MM?^t~`4~8uvQ{`B|@}AhtD6 z<(ZZg4AO1lUsp&XBY#nu$*2UBSN@x?6DEPR<qLn8jEG}k_@-}Xl{kLh*`f5=NgUB@ zZVD^*iGenG#IY}33;{dIfoaZSF!ZgRcY-R0)4wV=T0ZCDnM{Io;w2uGrhomr<IRKi zZO0H<VIH2BDm{E#LUf2wOytaQE)@U$c$B+`i#3kZa*Nh+ac<FDnOU}6cobiCT*2c) zb|p>fzdiV3f#=4In>cvBV7KCuBn}Fded2q<IM^=Zwe`+k!lSuuTa}k{uxY>9&{IAK z-BKy`zX)fxv%&{*``B2y=clUHOEy*|MJ0~iXXE{N=gfcCLF#MxESh_O4HN1+cBLm9 zb;aywyH~K$d++iC7U9dTlDE^ZW!ZRAt~$M978^g0r+UsGWa0CnW$Tk_31>(m1Ln6_ z*nZ^RpZfDG9BWXrU$mPA-8cH%FI%uM@ao6PMKUaeoAW}8#+i5)dQ;T@GZVA<50-qm z%f!GIxj1qN6Y^CyFKV|lVHs|C{L*SBPG|@1Hq~bWC8LM?C75uQ7^18mWZ<92sfIa? zgbN9G{9pZdUE@~Twva3aysW2%WFr|UIJH;j#x@4h*||G*E@MD{pW_@ALk9MZ|M*Zt zI8yCks#{88AX_THJ^D8tl;8IfO*;Pjo^biE&MG?2G3(W%vItjvt~^>s^vI%l8CzH( zbm#>o?|Z+Mj<|2%b`}zz#Kbsp&fC$U<*~4HpApe7Q)0t>89JnO-fd|3OGDe1J@v`G zG{jF>`vwwSlF_&=O5*_y%?p_Hfy*?AYLt$DA$*B=9=oL?ng-UZO`R7*Xm}9x%5BS5 z8aiyZ^-~rRk8>`pOXt$Sbg;9}nV>?9cjM-CF%{GK)dp^XRE&no|D3a&imYX)!pZhj zT$sL^{8g8V<~QeO-C<F|+vELk*DwXMo-Kc-)lGr0aAQ@}1q$4+SBx+5qaZ_XpW_1o z1@98_tM-#9cr-1hVnuYxc<nZF-6Jv#We;_V?<1qjuF~?EBN=-+b&5w-$(S6EI}*bq z!~5z``|7!5T;Fgo#$k+vh)9nE^i~qma<52Uyh`*)j`zuxp(Ko&yEm$CCShi4x3h>X z2}P0LT0Uu$F!IG=$!$pzc9-ZmUztzBplwIqt{zcj7pe?PSBXMmm6UwW8BxT1|MzWZ z?f<&sCYznOGu;HXzkX@?UN*tiu|3u2_M2eWLQ(S_8%!Xjythi-+yttRMNi)#`epTj z&f(~r#`v?aH|C;=F;aeS8~XU(2<7z)R5m6XffKTBrL?gTmVBwtG*UJ~lXRxHT%I9b zZxn=G%{0K4ANR}W${RpNNA&ph5`BbqY?!LF(#NAXpKk$EdT_7XoM@1%hhyFAUK=gf zL&}q^Hx2T7n5Gr(KlV-l!(``zZDj)3tg<}%B2|DUnvurkLjstqp5ABYFM#*2`cGyX z1h{)ocgG#F0Lg=cj<i}n!q-<GPbuO<c<zn)hQ5S9oimIMqGt|!HaK3E<m2eSZ=cGC zbaB<~?5pvcM89mfU%g?AE;RjJ`SP;5xGr<;(Sc(+Fs^#Mjc%X=@61j6)?e2~L(QLv zQ$)X9*|Rw)r&|lf><b<T!?lo`@^H%n2`$8z6v<`Y)`U-~_@7mJn)q2DfB5`dO&GSF ze3xFJ0fR41FX<K<u>Y!A;_+S`iW1=s376DyA;fV_$v-vJ+L?@Nm#ZOMyYs=<lWJJA zY<JfEHELL*;cYTcP7PtEGI}YWRk2O@)seP?syOU@<@F7QD!6&wNeXvVKo@+J;+m=8 zLidzrTBS1568%J?32&^L-+v03QbMfh&4m+*O1NVhv?Fjv5q!-Q>53dhtcczbazjZG zK}&_~mVZ_Ng_9aL8leF4bE)fh849@3EooAjFAt+Od;dpU<U!iN8dD<4LnPx-{+VVu zlowl1RRzi+!ByjGi<%tvl+Kj@d@76h)Ixv1I9VwDakDdDDT|?RvlZ_&%HTy?<%v-< z8QjJRy)*Zvai_1fZd^$k%j9}Kha^j3?7h#om~lxwTmL@lOOhmd_V?ZPS}2LABV1F3 z2nqb#b}p^KR08K3Q$K#M5ywN7gMIy6aa2DWOf<hM2DJ?qb_E;6aI=uV*^?xOAp3?# z=il@2>AqzFGmMAC6UlcKZFvyOUU+u;Hx~t$Lnw+hT&!dG875ulqIH!@R&y{HF)dHd z?sMZJ>bpcpqcIm#{jYNO%5u?97g{-Q9v2o;U1MHE-#m60h#M>CK*X&-b@c@f=#Tvl zJ@e(jYY8psuLTG3amf}YWDY+0Mt{rhB|OPd(O6s0hF&Gtx$_Pi6Y_p*&R$}}Zo(<X z;WQhWYMj=I{cKRfJ(N$ZX5+5&fP<1T8yD;E_!jdBpWf8p+$X|DrPe~Zp&k}2PbWvj zR<lrH+`K?3mxWlRHu2;z79x22YIHnUSn2kTS8U0`{+5+}`!rcde?tnkmu6vTPTA_x zF(xRfd$%rWWWwg#T}iVDCY(M6g|&M#F(I0LGG`4F5_#q4Hk&cA{oI<-?>yqzw(Z91 z0R}ERUrge(GGJpn>+7sq1~g`m%x)}YAjWhp`*JP=w%m&+wq0O=6IptabdUk{(X!}M zD;aoidd}I-n1K`eJ^>QSgfC;qTVInIIIXhdU5*d~6DJamUL?FJZ+wud-%1Bpu1dJS zl#aD0#~0*XqvOiST7Um|I%=>!#Oe?oO@BA^SFfUDD(av3AwxPmDowYqR-$8r)Kn6O zN(XOdg7spQ20M8T-_ijZ9zVY{_TT3$ABP)h!Eb2DYz;5^Z=dmEkM_*D*))uB#5KC& zX}DTpY<_GH4TpvT4lG$sgL>Z3rtf?joO_p7Tw~MFwBd|)*c=-6z4Dt1Youaxm9FW( zG%A*J0!{LRsaVoo(6MVR72K<C>x5LO@UIu`s8~oveYnB5V}vs)HqssT^%Nw23^bXQ zPr<T8i_U~l3Z7mOxEVWBkZLoc^j(tzz4=G}ToR_BDcV^-aEy!#PZ#gs+DArN3-`2A z4bdx|85f_Wl94fc${_ME8O6)*JO4E$WBpnAlY6E}cu8HL%6d)0lXosXPcM^@^o`Bk z9ZW)em(6b*!kOiYIyv7BN%;JHVPUg02?w{nkiGmz6au5gGtNY}%<78~`*>LtALkWj z<(~gvSM=+4N3YU0g-0f*$c&g3t~&>tn@n)J+2UK+braaclP=9!X97LJe2EoP#-JKn zcm!1#gEcjCe_4t#0zNK%@2z5tO%K(tjP)6zaNf6Z<5Nb^Jid8ei@FhP9zI&FG-wF^ zMNtFy07KY2Sxb4x7~t|sqs8fp25>y7+T$3Z5AF5#6E{fu5bAq+HLFPvQtrC@2R-z# zY4War6yZy{(|6fpR(jZKqvC5aM-TfAp8dE|FTlGxNfn)F0hVl^o0#P;07YSln{O^a zx8cn}p>94l{0rK%_7Wc-EIi)lFD1HV$$UXOhY#`m`hB8<y2R_AYq#aLF7B0nDz%8v zMY8plxQ9E4p0ST0akO=jo|*LOu#hh1y<NJhKT!vC%S{`O@O3b``pUfGQleuDgyq_H zYXeV9Nxk~o=%SzMV$9KoPJ@=<U!E4G%~@|Zi)dlwN%&u#TupSIS{_=rK@+$BdN`E) z)j&%#yQGN#UqGP0@WprY;e;H41_GE}{xd|!Y*jExI($VPhj$OX{idl7%H*;+=C{-! zbobx}Azd}ZbZ2-~POE~Jx1gDlpo+QY%%qAps3K^DuGjok1ux9ko-&J6fky49$tEoo zbk^$0k=`kTGHmzPf4?$9Kkptq@k<E@ch9x_UZ8}=o&IG)21;0a{@O^(W<^9^TK8T| zK@r-uO^m{J1w2a*mNz)B0Oh8*l;nj9h;mj4?Y%3Hfspq}cNWQG(avLicizdtMr(L( zeViQDM^7ALiOC_^xqfT!6<KV4b<oe-NETfmG|I)>WzZ{YGj+gG2HA@HW0yBc<B$UB zypftTGFH!a{E{byy&-z8N4H4f<jKsgnFdMt&QfiE?koxS=ivi)GbOO$RN<;ga|vv} zpc$^+Dvq3?#VIM4;wT<j=zmK@93>i_am(+E;c`t?fgnf>J`v}OXSBtj<C}YC^D7>l zeubvL_v4|n*+i<D&qIX?MZE797iRH(iuR3Mh<5*bwlj?jtZDgkW+xYZ)hFuA))GJe z9v$0m#>LLv18>qaxJaqmrt@^11DpLP*rL@O>~E`@c1hzvx>{MFc9w&OpU7<w{W(}x zr@e5+Iu82cze@eH=HS$f<svsO2cGOmt*?`8%>RA*edH%LW{!QCr}u&l^&>J>wfSru zKJ)d>&hu=1GuX8X5yVW>Y8vxn!*A!=EHki?7;*3AB{mz`hvI}}M_8Dp-=3KJnuY%6 zzqc%Iv+(kv&L_ro7S=Uf)BbRQg*B&GKh6-om=ud>F7{$ULr*b|w4Q~kPhr9h_AHDH zhPgTs9h0uQc7FRGCSr~!ZCgS3^0-_1#q>QU4*fV~@G_SP@`B``v=k<^gR&yrPcrc# zxaXA64kkhw(jzf8OmsYnPi!GG;Z}an)V70xdgWvF<Ifm)?DyV0IFkWZrs4w2SYopB zR0QD+9JT%JGvLF({lLlWT6YFignyiTwV8oGo8DGlT*^S?tsf^NY#I1OniJq*#DJ4! z(`Swp1Dm&I?4QG8fRa1D^QR~SqqoZEMD^0qC2Q{||BQ}(v*c3#68?lkg83$gj!Pp3 zw{Bdd<IYFZLrwv7j5(`U_B+#YFlmSTpLKMklQi=_I?(a1!rN|#G;#do+`Zc$X*hoG ziHGey8fre-mNBl-;Bq0urZ<*`p~f|nXMAZ;_KzjGyV9`Yuvv<(Ee#%y-<$hYXgE-H zeECZW8uIBKWfz5sPE!7L^9JEfbWw$5z<ny7Wr?)yA?Dl&`jXW-RCsYFz57C`_!gsg z_?{aTx{{gMr>v=n%_)D$p;O`X;>YQSeH5f+%Q-B4K*5y@%6mVbrQrQBPC}M11>55D zO-X7LJoFYn{G4!SB0jy-rIn0Dk6QM=xIjk9_{%?@Tgl*Tu9cB@Afv%H&aGaOj2n4w z4mX9#SaLwe=F~S5M4z5&le$Ynh;vMCW*`aoj~HItyq1KYk3NUBiIecg;=-Z0VNo12 zp<c3W7R4K*%mdah{+};Ovosd)^GxxF)VA%PlPLz9==#bOQ+#P}_%rj#1W5{7RY}K9 z5Joy2uEIBgXuj7>A=?CX50|yc|1(A=Ip)u<cgEO%L#3k1(-`KFuS51|7$bE^F6Y8C zBNXJHmUe13#4fF?w$U36v4?q!{CuGys7a?twW$Wg`!h_RX&B(Ar@n`8ojx3}qx<VV zeUzk>9NpHZhaEEKbgR$l!8;{g;p?~n*E*QH+`kIo);{og<9z{G^1d>2Qv~pLmswQk zD?t4l{z4;50lv!e&vwl4VWauOgL9XUiFxOJ-o^59@4`XbZ$W%4-(u0SQ;UzQ_1*dJ z=kPJ)5q>STT^Bhuu3Zghbur#yPkmyoizk~sf_E*@#md7*lEqm%5XtMCr*Ec%+?D`M zhcnucy?d3nP)8d+3m>?r7HVNKVN__2l@?Aq;IAh`3-czOBu?c2*DDu~RBYA6WaD!) zi-nq4E*_R6oTq`}qz`h#-WoV0EEC~5u8uch=H|0*tHW}cchpL6b%ZZT|M7#V4*rI! zR=t~Qc=0|qw0fNyq<iAaqKRJN&fk`iTcnDx(<d|StyR(MvgM0pl?pOU)9$-(P(ka8 zQypr}%BYq|^Kaj-3|i$CgHS7F>_4YFrFlmQWY6UWGP{&uVdZVC`9l%2H--K@bcyJd z$h4v-wu(@Fr+6}zq6nqR+oIB)3Sf$k-E&M+fXiitfX8AA&<e0}RU*1Y@36k(8*h1N zkd&4cvE&ik{#N~Ep&V$9lVQAla`1j%KFE@jL(I%p$BToq*e&AwBJ{N^Y6Ddt*4~hX zXDaztB3l-gkN1{d+aUvwYEMV?Ptp*yP0mecNkg4do-NZRi7)!RO;_oXP_y1QuRl-% zGsf~mKE2|Y?X>)Dpuac@de@2OFA_(DNL6l2s~D!%vMGTl#ULFR5IU+UhVjjBK5nYz zVdtA8)K52fIM`-)rEf0}{MVvsKMZ(~D5Kn>2=TByuFRbNjEh0-`t_SqxKIrcnV;iJ zI5Oifv2zm_70)+@beeFnh^{EUfyaeOuHNgCVGgcMHZ3!6;2@@b_uSK0Iq1l^wNp2S zgSmStA8!)9qA7HuN@W=b{6m*4Bjq?yjuCyvnazQ|tEWoS55k8_j;)GM*^mub`#m<D zjVaNeBZ|k_XsEoCTj#|_eN*&s%vv@YnKo>DYc~8Zx-{0x5FTB~SQ||ydL~X>Y4S7S zNm$di6ICoE9C%Lok<7x)C+Dv@>|&ug^p({`6BZteOPG19v+!#CjF=poh0ZI=QI`jq z@LYAfc3BG(7HJ2_vM-qUyY!7;O#u@($TF#xM7O*dULsoO!30hSc)J%dp_+LxMN*ZC zWrv=e>E{s6lm(8({$`*oJa9;{odLyV^Y6bbXCQ5V&fDx;3@|!;p2uHj;M>Wd1*^{z zU84QyBPWCb%`5X`yS*3)NbyQ5cVXaEM(~R@M8DAWgi?oj44l8&)c$HA122u_Q+D>z z!Fa5*{?`jSRz#_H#AVPiiz#(&dn_HNUtR37J4T0@;rR)c4;_zsDtwyP&><UjqQP5- zj<D>NU#CUr_$s%V-#$e{K*@!nPvbP$d=T<I&`g7y)mXUv9UAny4JNx2X;7&37`=6j z28R#!f>?hVioHK`wr`_hcK3maH7@_{Z<(@kSVe=%;>Idfd!lDTBY#in(;(Gg**>63 zgIVo--!BR@;_t1?r-VU6-TJ<a1=CbyZ!25zteJ|&xu2Hoze`1v{PA*f3>8CM)5rBb zR9rXNy)~5ZWNnaE$85rr?N>)TGP(&be)Lv^yr#g-a-dQoi-IocEk~{ro=i=NWm#HL zV8CEl{F0;~V$PSqlwmTA=vPMsPsunPDJfGQPlohmm(^R{$dJ;gJu7NJ#^%g$ZZ(aJ z6Pn3MSN@Pt(j(;<)<?n_*TNMpjU=?3sz?*NO~MNL?dY3_Nl2fv&kc7WVL%ysrFBTi zs=E}r_0RwI%G-h7hr*?%IOXt4dQO=sUMHW<pCP8j?Iu0x#inr0r1Ui<o8V~EVJ|g3 z6I{;HZhRwQf|2(^gC>M06=&P#*6lS$PXC4SaEdW9yv{V~*&E?c(l?pQorbW`b<&yj z#t_#O@18NWGDN!0S6znz16&F6>$#F=fc0t97xaY<kV;!PAmgPEbH{DWo>4tCb(!w; zf1!u$9mR!VC-e~JGF99&TMrJ3jtwHO1n3G;NT|Lpz=qwDD!+pSSmVLm`_M^%xMd^x z!Kwn3vf_4HP4V$lzj3s#f)C~NDa+IpK2{#}PA(*TS-yCSJ^c_L4mwZ2nA-5+7yGMD zyk8du<?}3hZs;O)Irr#FqFYF2OWAf3y3qWh;=H0t2W3ygB(JR0foq+^FuzY5VvLZu zkSuLvNc|bwC9I9sA|<1m8(N5%5ISVPP7Az#b2+BE78Fibe&>JCM4gG4Y2tECL@D-E z^bKm@=u_*^u@ns)7x!7bQ9%Pfo=aV7v(-V{O1d-0N*(fVa=dz;so_u1xdR&RYT&5+ zupO9G#osk&o`1TdioP?iGuHa4;`DuL>Z?VnI5`+M@oYu~b7!VPTi&T)AoGc~AVvkh zTUV9OQB;Baa=pE(uaqI$d*ELU(Jkz{hyGWFh)&T{Oi&I`g6HNQf%_~a{GGcle|eH3 z5(9)UNvkV@tdZzne^&t|HqLAOOcbzqOX>KrQhDs^og6#6RvzcuHy<L-B~YHWP48on z941~KJT{Lb2crd>?8CccF*VxYyY7)J#^hq}uZWU`ZqKffBg(SK{Uf&ExrYqsu7Tf6 z!lY3oNK_FVm4bVDM}xMg6cjnvn*+@x@kXe{dgunxDLDy6vx!de^Qo}TFBXUUA%@9L zUvb3ozgE3+5Qj?3m#{|^aoo%Hx~+Ok3@neGPL>D7FmL*toQb&@#K_KqjlyCG8oS;u zU%|uUeU%drcks}+C9Ne;oQExI->aCu;Ue?_=U8PS7a}*cBk%ZeF|_yQ$!tw7>WiMq zw@h&muao#xvz~+YW1E803pmJnmLG8_i-T>q-8L>tARIZ8^m8nXgO7HrSEcUcK&XIm zPREIZRPT?BX>gEn=A>qsHV6OkNzI+;mh$F_1OMH}>x0Y@&9L`uta`Y8r9}-J%XUp9 zblqm7_^v%UI+cxtiC5QGo@OH~m7Uo{I3r^mr|Gwh4ZTmNF6mnk^OxbtHaRvFd^c`3 zpJXBNYRS{ty)4*m8rzUx$HEE5SF1&Zgfp4a)aob}PD(7Ir5<LXB!XcQ7D)6CFI_}* z4GV2INX-$NEL5(&x=Dq?g8cmAFQ>Yg@H1scX*^@1hbq6Klkg^q%`OZ)!$h_FneSXb zCaA^Hvu-;vvHbcT`f@%K=PF#UDJn8CMH)IbOlQL3DLvGymjTh;6@k-4zwBQc^x#$= z17DARi3&_)KqN`%0Vjxow+DmPwQXf!u;9$q3l0plY`L*&pDE$ckIi;6G7K2y-ycmM zr$aIOFMG`gI%I?+kBB{|<IwSE4ztSXkZS3B*pN+!SkKCty{GBm<3YOeUOJvl(hs&1 z&X~^5-FR;?9g9=O<a15wxF2k?LV-+2LD$cennA(^3#sJ)z8BWB@PNI4H4O`HZw>XX zq+$K9@ncSRiRrmel$}AtnRhyS-<_g?TjWT45JE%m$;Cgih<@2#;&#k=B@K&hTMe|W zXy{1$>Le_np<zvpWk2Ce?a=|-*IXI`ebfB%iH@0+|J*hHiHbng=HP<=_J-A5`0k!U z#fiNGS`&mbe%9yPQ<hTU+B{S&N2Nk<wvx{aqFe4Ct#sM-kb=PB`R61qQNaECMtyD! z1=HGAVKM6|n18NozO)7feW%mA$2b%?e>cf~GebsZPXX&d4H*J;D|PK0GIGmn*0x8G z(U$(}U#Tw{Vo7-)H!dgR<{hik+la1N8eGt~)`E;rSGND_CAwy%RHW3N*Cfd94k=;g z{qH`PxUxSdM{`V3dR#oVY=bH8M9VDuYi5dDAG$pUbxkpy-gIhzf(cZ{*p}kM#wZaR zC8rk|qeo}s%D4l@@Q9bVG-sJH?u(_7wy7DT-+b-7C;3MBTll`lVVx0r4#y8jiy6U< zalV*LI3qIbTr(PMh}y<;cebh+!XwbjyP?AXPAdW*>+CW>jg8Ojfhm2wE!|(KLv+hO zP0hK>EA_C}@1|(AhaT?vSbJJg^)P?=CIwfbS6l*z7Tib>Aj>9I>D?9q1gAgB+ZYO< zpI`sSTU3CT!3wS#ANW{5dG(y!Bcfl7^JY#b{I~!30qKJaA6LrGRzGC(5u}!K<Jt>d ztUa@vtel{W$G?(RU-8k!YMb^0%dB)!R1mv__fH2=hrUdoP0)dvc&4?aoel<l5~`05 zYGduU>qV10wc*{zajI3)hQCx;)6xMg#2i*R?z>A1ua)_~oToGq+5WiRBS;fE8&kUb zjWiJ+_ieE9u?E--cG{sp4Ln%&aP>hg4TN8Rb$ZoZbx<^lcP{c%$EUKn@gK$2;Zt3H zvhkf7C|1woNLSTxSon#im5dsmb;igoxTlKbsa>ufCsg4`HJck~rwX&Yk@Jr~si40< zXQcG73O22p^`uBr1&Q`&?@ioPMr~sK>xL!D@E3i&WwnqpW@;Nx>nADUt;>?G0zD<% z*RFNV|E7qmo!e82PbnfklDg;NcLh|?J2DzpD<C-<+viNmV@K4w{GudzWVLKKf5ciI zo)1eUm(|H(dL%0U++H~>;;Xe)kIUlj{i&#wt+Kc<bZym3F<DSHZ|^wFlYzCI^EM$V zY1CA}iy9(@-e$*Zv*$}8lhl6nVWlLRHn>&Own}2fN<(e>hy+%JY+IJ^EdjfzUn^Cq z61col-Xd>Q93iXpQ-++yF)yT@+xI~XW})gMrgy|pshX*@HB1aw3N^|l48?HvYxv^W zw>->PTs!-pD=|Z+mcvFo80&lfn*7B@$N<CQ-y<&GgdfX`_Tqw4?4@>6nTv%J&a-w) zbFo2aarK*D9Aw*BIPB}>;EzK6XX_>oN)A7b{QZanMa`xak8g7jZt~dCHJJmSrCn`h zdpY=!U!>#j#zEMk5C0rib0Aarlw?fw%kp`;KjsnM%<-91eqNq~t|)E_S%~n9)T({r zBOB2#6IE1+j`??L$e|&Rjl4OpJadSiaoN-_8*rAG{}u_)4`AcgBDt3}+t^V4*JXdi ziH$Y#f0l`8v7zz8PcCKw8>cKRQd9<6SWtgm{@q&^Y`hNOzdbLfWW5^u<B86RZK7TZ zB|LdLZS3X4Lg?3~z)y=<XsXI@Q6;nB9k5|pd^Z!Em(xPlFPZQNHc6E%XJTw@_o?Uv zCNeS~{WA(7{PFd$ChuaxHP&ru?<OY9mwQUMXfqL57U2DZ%*0KV-Qt(W2uI?YV;8;q z?{gQ|SF&{sDBRrKH1vRhqi(XZqEi{T5s`n__$UM6evk9Yh>m$MSIp)3BEp@DoX-Lk z1}+<!UH`{qAXq~>z5EXy79lA^@dI?6@37rzS5JqfVcd=Gn{@0QH!gmVP6u=%Tw~7C zA^1((#ot3mX>GcA|4KTt7R7vy=l{1i%-eIVI33=c>`qO>nNHi-e(EebSUr)yr-`od zpLnbLsfUJ7J(@+qRW!_R;TO8xqd_r^_suAWhWcw|OztHbmMk;29ge0U&q#LLlOP(p z9gjx@tfyh)4X+A2TN*5;U1RvhGz_0q?2*!@;pgWK>xJZKpmzM(`$m+8h>rJrG`~_& zaXHuh8qqW2F2+Sp2~?DJuxy4rsfb-_K7XSU6?6aSsj}x$VJ%P|=pLrvTCLW-=j{}5 zS{^EIxkbUqnT?J;p%ko+u#UX7nF40wtj4X@6o{@rS|=?*!A!l2+NUuxI0sa$5}V1` z(Q4^xagz*J&l8THBgv@D?6E7@Nye+T&U@xMWRU0VzEky$1U-+&_xTV1|NFu4^S~+T zK2yk(MT6H7^VGAvm*M@U7>kabJ4Q?exAF7?#U==sdj7Ik#RRYN2Ol>-Fve-&fmS(P zV;H{toFG?Vgteu{;bG23U~RrPw?)kefh%68oo+Y8R#o0vYMLQj2A{vn<s0H`i>p>> zg8^dIH{Ef)VSq&$Nk4Z=7{EnYIAA=0@TB2$gSCS`R^G{DpGnX|<JflH?>>5nyztpd zN>mT7W*Xu<8U@f27IZ3>3J@i8%vLi|fEH@-&fz`8vHsHP22BBu9eFo@XqEtb#Fv(~ z)Do^(i2BuD<fAND!g9f3K2{CKWqw%BNAS@POXYv*V$#_!R5VW)rGDe-91mTT?W$8V zP}Rj2PTspTrY`)`BTe2u(ZOyR`G0gT!j)4|QTxd{cv|f*JDshKi0*~cH(a!#M)ES; zU#x{qcU@-FmT5utzShm$&zdka?fkrOuO?n@KcDlPqlq(fNU_;T8j!NiviW1EfqO}` z6LY)OiT+K>ow=Y6#l)LOMO4*skI~JK{GtY(d#}}wpH@T3(JjeG?bYyMf6aDht{Orn zZk_e3QpMTfWlw8@RngNcaqzIBD!ycI7jbA+L5hiGnb0m39FJ~Tq`^?Zh5J#JOYSM7 z;HTK*yT;0RDwFvATfP#^(r&k}bXP+Dvr(lwjuJ{jZ!UKHs)(&ZE48|O6=Ae(vTQzG z5r2%SEV+XU;C!v0*<q=G&e-kO$9KttweX0i<%Ap_-ajt(EkO>U*$*Zc^5vjv@7^wZ zQx;#p`g>drk;Rb3NYzW0EQT|3%?Ibo;&n;7k>Q{W7U?v)m^sLRmA2~L$5?5+uHZdz z_$vim%PJlWmcqiN_o<)jB+*!Nt7FPT60f#wS*|fH0n0g_wmTCf(7JDd^MZvEn6hay z7_Je=Q%0CnUYI!ct(vbTtt^gJH_z?=Z?AD|nMl^WJz}U1vIq*H6YeDX{C@bE2dAjZ zx2|UJu;xi{#FqdbWbG&BDckbUyC-tQtBs2$!_C_N-G{g<BXGF$AQ$GtSBuBM#k=dP zySya1kUGOLap7{YeQE0=xdmJlSBWKscXP0>O}}p5bE0eBi~Ks6$-&+5=vC!}FNY3P zeq8L#LE$;y^pA!dM2Wxrnybn|jLzqs{yYx4k3QY^-+tqriZNBszq9drY0$*pW;X7h zGzuh_u|XBw{hg7<hGz2Y5$98E_^l(ImpsS@Bh@PHw=dB<!NqgZ*Rm1rV>DaQkd3RW z71lILu@S#2K~8yyh0B{5A2MFBu;Y`5g!B~_zLz!^g%iDU^2n0O-%cz{h3)MKRAZs; z`NX6CSuE&(^12-Vl?i5C)MbgMOl&uM8BmtRMDpweiN!~lnEgfO_}Dfk&XUtMRjy*9 z^?qB~32P<{w4aVDD=@K}N!mP%%|z4L>OHUKGI3|Pe?$B*1GO^;2DKU(*wI$DZ1f=m z_Ye2!_{0%TM2VT|9A>~*^52R}%NaPHwbf{?J_A?IY)W4s&VcaA!bcw$FmTdw!R$*v z=?Dy;@4$RY$8MgJ;*AVCj_m7}-4#WL{NoE+8;{W;>3d+UbpRdu5+&{&Poigbs_krD zL5KU|q@gquI+z!!Iqq_FG<+mqQxm0wa!AJP>j({Wzx$j6HAG+7-n+1=f(C7q^v}k( zXvoiYa;K)zkeM~T@5ebBvOXx0GWXDMZddxOKv%+@<~8jbiC)Qmrjc!FPjt%9Z8^$j zG}NeXmsB^TL4)>Ig{47*+B?;V+43}4{j*8`$fQ9sEPTt&IW!m-&Yoa=p+ac<nV{qW z6|3c5m-}C$qJBxk>eW$H=<hSO(GQ~{)3*4<gXM%fmdjtPlc5r?N4!^6gm|7{jn2e( z3cfEtPd{BkfyzfS+v#Hz+}67i9ArgwjuB(o5Ya7fM{kwf?IELa_NRBJUz0I*q-Ep! zyJW<hd&_W=$mk+RWQ46CJX!oRf-6Bh&U3t8HB7>}E?4b6)g**APaLyI{9j)fS{3pe zM@*47o+mEy)fCJBefY@hGQ|rKHRbnDOhMh+bJ07}1p0Q_iwiy)LrH$sA>Bx0{2YzS zDYrDnjj{@*Pt!)k`SQ7^O1F%N^UD&3++rh$CNsVjRT<*foAF=bhYZm$;-dd@p&<rG zr4;`L8{o-=3zONZ5B9}J#Y3C*@hc?Q^ZAG#Ha#!u_pi`{PyDlWMiF{2yC-~aj-ejv zTJth`XX~LtZl=nwT!55<hfDSb3ouO|FZ?7UfM-$k+SUm^4n6fcZB@m`9jOg1l_&V9 zRnK3Wv7L{LhHd;v6FwB=bD~bk@NxT&<?I<DKFT=<bQHREaahEq;`2>i#BGQ_=AWnw z&C3eEzJ=(*PyVp>J{?_bn<+b4BdUu%yJzjpPtifzBTl3aUk9Zvs$n~$w6Vqa;%QM) zZAAO-`{%b)3%mEcon!h_6IWJNggX(Q6a*yt-TSM7cOTTgo5gBCmpi66p{4;_+DPrg zE_K+2d4?6HtK;8N#nO7ZIy7GjZ6C{019wNl^`5P2Fdn#@EIF-;KkCUR)iPCaA<-=i z4yssl+Q0f(hYCdgeCb`DtAe^LQ<-7H5jl5nTgSO7Am6+FC!KJl$voIM+DsXHgJ++; z`%4L$u2CD45|ki+*0;k|SqU$hF<W=!DI!6-hqrNyBCaU^KBh}nMCb{*c||b_SlC^q z|6`{D4x9aU_%%-fMOQ!OGf&B5iPHT8FKy*<gTur64mn7BxjY*Rk;BW6BeQ?g<S=`r zj@Eoh7FA16r2I9J#ge;4mO^SWkg0caGnJIa;zKQ`bJt0s%u&A3{EZ~+N}NB~s7NBX z@VCp<bqR<)In@=gLIOH{e)RL}B(OMewR69|1mp*Q^yGzzV{XsDdF!p>I7+hbUf3aq zgALU=IrGFJ8?1N0CR7aGA5V|-fAi44qGXepz8F4MxhqkK>G{JcqwXsY?ER^JzV$r3 zU$fxyp+p{<4&GB63FINW>ML2qf(J#(>d_TU9)^u>)y)w70@=N`ypvqW?7e;B*j6rX zJ>T_D#D<HBu#Wq}^SE$tU-UV-pM%7kw=c|l!ohc(xf7Gcfn!AABf%LCYDc!bc^^!4 ziBRB-^;!;I?6~k&!JY%s`5&^6G&yKlUJ+`zfCFy!TYg9@8%qOia>dKp_^uMK=^w`i zdDqUdZXY(J-`Vbc?7_y9juGw+7dBeerL#><**GSj^<zSfjn0=hy`v~>h&yXeNdI7A z-Y$W6+*20hVi&e_6J4SQo%8+yEKG<ouKl;a_(I3{CzVYs{OCQH)@H*(2zTKjM+p|j zR%QjXPBB6C^l!9!!^H5KZ+EX<CR{1|+G!QZMC2Xo7sK96NG0CVd%BKEbRJV@r#azA zQTi->O(y6+!hIhvAe>REPFmB;K>ysOd*vI6?ojJh=peeJ_mcX#lj#inJUFt^A(DZ` z;yVg>K@2?1KNt4NgMm};Uhiq##K7RUnywp84D4li_N>rlAUjfzJwRr_;+sN2wGac_ zuT*V|9;Abjyzn8nnvQ2{Yu#FN>Bv!8(|7V59lx4?u3`Jo;bN319cD;}Pq4p=jT9ZZ z8jl#fg>*dFZ8_RKL4(NUB|FM`X=u$c)(d?@!<UHM#fwX6(2sO;)5)h{!em9)j|(*1 zPg*(k=mZUI3}K1Xy)=jq?MgrFPJ@q><a<RM8gjTR*ZtF>!7Myz|9_va*!!!M-l5YV ztM%gPlXfZ=-o75`oI^$W;18<s2`W}KpN}teqas|g=1kC1Dy$q<6}nka(IzVTN>z%A zlz5dBB4jGOc(26=W+-@h^y0kt-zboiuH139h5}yYjv&XI6jX|u9vmh7Sll~5=$s1$ z@5fvZNNP~<qR?$eoiO1`;W^nW!(?>0cRAQrl3{H3CbI1`8CM2X#UBKc@&1XhrOR?M z64j-vm@;H&-*DMbKsfTpt!ws%Iudj%V$3H~Ntl%FX(--DLeHh5i$Tjta1pZ!o})y< z{e=y0r|Cq`ythBFKGF<^M~ftfW6khZEAHOn)n?FLvNxw{z!dI%CMD(zO>sdmAd*5e z!QBtk*A=<OxOXOg;J&*t>U+Jfi%b~dc4m4)O_dSkOJCj&-(`f+aLJ$Ly@m)(G1&Ok z!VuTuWwZ0%8{l2Uk^m$dK(uWBn{J8$iq1?1h+fi%!xiJhq9A%DPP%x*S3QWWVLPT@ z)WhQfd5@8;dN4`pyY^U84-+q0Gh6!wxN6aQ`gO4YXQQ9KS>Y$ZoF<c+{mTSM)^co{ zR1tvX_nLa6pO5jdONZKv`H=UdDbD!wQU8s>8szh_ttcV!&^KM&w2?_ad|wy;I<D=B zj?_i^Wk&LT8(l2ezt>P+NEhbZ51O@vBWe@Ei`)%#klA*j_k6iF>TgdDO&!ukcaxJ_ zr;0WT=O@WWR%yZJvm@2*s213Y0~O=iT6i$uKXOr~CR_$=?tXI8#JbxbnmeX6P_u7k z<MR_5m?meh&{fp{b?<T4*dlc}_w3~z^dvgPURZO*Y;|m#Z|_A5SHs@|Jv|Ga8Wz~? zFA}a%MdZ(GeTxsO!fbJ_TgQ4;^p;U;I$5fS_;F21DNhA%RF}Ggn^e%>`cSWE0nsU; zvj+dWt|iN>w^Ln98NCPM6q=irAXldO@MnP%{=_E<y*{7>^$$ULEj%S0O<WjPeozsp zYZ(<EQ-G1TdDdZH1zdbI-)C`$Jib<__O!Uk<Jq!BYiG@p$D(7)TZ7`|pp&}d3UjF( z!VBXHa)so;{c1Lx5ig6)>s3U24P_B&NiG`LECce{Fyl&LX$Ymf=;RqoVTI{=!=Z9X zycziQDn3vWj-S8EJfcdXqC5S=wl;C}c(W3{y~OdaCf9s&sW{eb+j!7wvp6#5FN;u+ z5l8&)@YBEB#UP`yt8jsj7+%VjR_=Mt!^sRU!Q>qta49<{t(}KNS8{b#4iA2PaqT4V zP@eBp?jy!Sj6~w)8{fD{G@UoVe#XVp1KrQlbGV>8_^g{g#)b8~N3x!qx%hnU=Pu0^ zT*w-;PZ#TO;W_%j)K7{Fe=CLaFGmR<4odTPe&nF+(Nez;r5w<=yOiw7;2@$^V}(K# z2a^KdtcQLaT$M~s!%7ZxGhUWN$Z(KychdsNIUI<-Te-cUmyLM}7o@f{vEjb`=w{<; zHVl?-v>Ut2#{BB0fshMqbf2@)|8Gxz{hDb02YEI!{;UrUTfoLwQMWC|<19Ro%&5HE zK=?2%z1{vc3ud8~rkx2aD5c*@2o7T5*20m6W`rksMeTgX1{Rvvd;Pm*&O#2m_pzfS z3)-`<hLIPt;8JQg^=6WZL(JB2*Cr;0$_zIDDrO>U+r^5zgfCM(>dAv~O!!LIF>Mbs zk&{rhuWu_8;=A@sEz%{N`K7duCe4J^iC-@g#u>1wv>lzQV!$++B~@BTbc*jlK~ORS z5-<Oqr5s=&_MqPHwrvbta$(RPtY_dWB{U|-nE~C?;Q_IB48#kx(-oB&a6j{Gc!<Hk z*s#7`%n;ER8sQ)HUel2vVyE48hmN22wEnx7=_s5TJ0|d_gST9wIl+{UmkJV#oMh<e z|MXS){p5ewNrrlzZKomq{rRoI4K)0Ibo`wy(Isyjn~n=#rJ?++*oN;HiH>;Vy{jgg zhU>j$p1C132!CEO`x4>FxSFd~lsC~OUsK$S9BA0JU9YoWlZJx^%5^WeggY}jNB&Gv zA(6en{}JKITOHGt`yNv9SmnB+?KLXaU)d{H?nA{d#b`-42P#gfCX8D0sc3<*%<w`g z(7`KxI7UJHhU;oO>L@S_-*n+m2I0zs)7&SK6dV(J7m?vd!KDK{-Bk`0=p^cTXz5YV zc<H(wONIiAOQ%Lem=q-IteeUIM#ee=Nh9M5GP1w#oa{VD#`VljeoHtRZNEwUl3+3n zKJFS%_a#GXb@YyN+sLqv=sgG%GW5oC&d=r&{urA*i6#DX`jV+ShPO!&zxKT{_T>Ne z%8Q~DsjcVCAZ|AIpVN6WIIh0BJ&!m}9CSIdEzT6#S_&k#uqim&T;`IqCRj!fWVZh{ zhVUP9i(S1jgcNnwY6Tc$<C@9@<ryQy-R${NblwQY{v<64o)KDg)t}x-G=#Ku^8n-w zF(K^TY`50{=IOx^0=fa{f)ci<hdzp_VUjvsdT^5|O#FRP4~-WXE<86q#ML{WQ=X>> zYj@SpTVDzwT7B!whZq4)WF`1KS}H(U%|P^GssMI2_ZmXp^O2|We!pcpA9{Ol^OFzr z5kA~78SKo*Z&udXr8>m)?p!ub<-?<2L*ZV(F8(@-xkr}jVtF~`S=Uir_{W;3=UVGR zD7Lch5rgQH5#{09Y90Itb6UT|K?ke8bc?1BX~X12gjU`?Z5;h0Rx3sLvf<{?{TUN& z1lOMO{n?|1CR^V50Cz3u<rTSF&(^|{sqom`&6;p{J2K~6jRsU?*BIEyYM|`JFSoxB z)G?Ld*|{M=9Y#^30S`#(_-yrTP$)+Yeq}qox|gV7$Ft+FM&_%5wC8-!`W#hs|2UR5 zZmbH<wPY^sw+aTMeCMx!rUJ1owxmTDRp7Z#f3?FJ736B$eLeC|8Ly|TsCfa(=p2rz zc`~DfylR<w|GCoQqnR#yTnT^e9`r38Q^dwcw<ZKJif~w}jwCrnd|Ax97}ltO+jVY* z>A4E<sG6|J->QIy$8xh8XDcB2YD|S^t2{2x=y@{Z<>6Fva5_O<9@DMSZ#f_3u*uRn zlD<z4DHGRPWfsUm)hWlT^@%JRti`=_Ps*bD+o`J*ZCPCOdf;m0A&snC(H?$RB_Xf= z+PRS?iQg4ZT{9O-;^^C$H<hXqC^3?ss3Ush&aJm;irHcqJyK<0WgrIYKVwym-8^(i zyLjZJ^Wd2|*E+0$hs$o)H`thq!A^XOspUT&o*er;Y5s%<-_++h%cFVFr_HbUx{n8% zK`>c<5fAMP=4fb%@X*K^FJ0Hfg+^CH;fG=_cD1kktQX70&WoD&3VgXRzt6d~gu}&- z4-cMC&gMervAjt27zd9E>#nYA<)CS+bU<1z2YdfE&G~eIgU&6%?6vDSa0y;-Ic3Sg ztMwz{fs!1ozU})#<R2SfYLk9v_OLO?ODOwuj}70vfPpP%*pPkcXD<}M#%JX-L8%+r zaHt7fV_?n3x4_DLVLdkNG7Cmu$g;8JU%$srVZxR6BHQsE7Dfx_`js}a;INV3_22!6 zU$$907DTdO<gRmf`#u&lcpZNKR<rQ#b;QtB6BeqQ1ztwtETn(8x?VlaM1g6}+~_Y% zoT*(R=1|YX@A}XUZwr`+`}lKW%V{PuY)(zj-ou2DG;QrgCnhQf1{wNVOej0dO73AW zv6gwL>E3K6yq5)a9vf!ha7l9O-8&5ADz$yIi(}x*Rg2BCM;VCj-c<N&9|Nbat2UNy zVPJY7<8|g52Ht-^N84jXbW9*Udy@f!_<iddm}?NvJNe#CL5YF0X|4MhJO)yum(9I6 zOvh2TjR%&s(y`v=>JoY-9XmFP+-lCF<7w)a2hnkK6x7sZ8SEz>f8{zhx{;2~YfV3& z+S3s}%Q5em4jn}bf1;I0bSw(X<JAA4VR!A^8zo&dblyty-}96P!#DITxI;snv(;zb zWg4_%ynj<tX-Ia@aUUSO@he;!o4cQe6-ncLCp>8w9iI0scr(#I{%c}9*U%8|s%Gy* zxHG--pudJG;gyixx?wpQ#3pNG`^9Lu6PeAH{z1j3Q+quhKBwaF>emM0gge5zF}zg5 zo4cQ<>?9?qh_H-^7@18)J7qwq=o1A=rPsR@Gbw0Jd#U+4m;%Q3yzEeC3QXN^pIK#1 zfxWtY<w7Y68oC>H`Zkl%&*Ky;+$KX#)~&GbA{he<>?WTcCF7L4ibt|186(;(7oQbm zK&Vi~(SQt^w<2kbLdI?P&r+$~Byc?~X<knWPgKpE6|+dNOnlcqb(#caS*=YUeM#7G zE^=@GQWDsC_O%7+W~lSG-gq|63=HaO&rsrco|?aT_YO12-`{Uw;BE?ug3sM5%_bNh z9d@OiG{Ml#u&B0CV>}p)6fDaoT)7>WHP6c!7kFEfmcKW`-;$COmX1d7+uE<)-ED~6 z)_g{2mLbYQgJK3(8zRJdolHTG0YWt0{!WM(;OkG5<69#2p|8j=TPLlLvyI8=vRQgK z_8`f2TYw(Emwpj=>*`^4>?M)e-2!+@W)I3;7GQ0`_`Jmj1Srt_*iT<AKw|vcsCQZd zv^tl$NzL%l|AoK!UOOKuUin<RqkL>S7VGxIfscfiu6BPeAE^wt&aq)#Fbm7dZWR%( z$mZLc#Spzx^XilPYF*SHIcHq-Q3nf)a^9Mp(ZM>!L#Zv(+SvI`e$aG3;mAFs13uMS zm{Yx5Dn3*TgG;Pm#Z$F#;8o`4<u5d0f9`v1$U#kPOct9rZmNmDH3xH=K5BsdyP&Q< zQUi*vK`AHAG!Rr-`>H2T9Zq$pef|>f>GTJqk>!8Y@I5^+w&$E0n%3w>4;raqPj7?$ zzUQiVocTo*p{mepGYZ;gt&07ZZa?<psG{lU<NPbRD$q)D`<3aaf`stg%>trVR`SGr zPn9X7@?~7CM2IqIoEbN5LuI7jQ2w&`y%J{XS|e4?D51DFYF3+=66}r{HZ&G1f+N#D z`EZ#ccG!Ot{xYNhb*DNVk1Gm@n;Ou~c2vN=7A>neQ}TEiF6lLVT^`zDY8^f<@=#6U zRTYZK<E+J!sr?mlXmn|=Q+JcY$2%pVN9E-3Nv-q2WRWa3p0b#C-ANV(Kigi+>6bx+ z#gXDYN-|KJ{Ca}nEsajzf+KT|NkM!(_3h(llGv@-qaW8K0ks=h>zDi=S@#`J<^TA9 zTu};VPkZlm>|M`fq>>V)QbLi@kW?~?Y^A6up=6Y35g}AYDiR_RQfX-7ZA<;Ge*b*` z`26*{UC!&c-Ol0M?ytvnUFW)b#9;b2a&n877`A%ezAW)k6dTiM{0VWQ;Cic$&8Ue& z{>QcpCUaa2ScthQ-{&Ga{(6Sj2`+qV{5wkA35TX{XSe%uF)ueut16F+l+*Mcs{}4C z%9mZI5<TNG8yqgXhzpq!Gqceu4ti$IgCj0+P;H(h^E-@#_nMzd4ig=7YB;U>wk8LM zT_iI89cOWJ?>V)tmyLT@PgMNt7U3|@N9Xg|D9W1QDiht}%~Idqaexg8d;M>ru51X| zrt9|_u<_^31$zq-Hk|*v7ce@(!jj_Fmmcjb7-~pZwO(f-QH53)pT>gtCc#aA0$CWH ziyv+ABK*mGpy_DM!c*H|ZYR+%Yb|TG{JWlUZ(yJG*jpxoxCc99>zFvW<eIc#788-P z+2fIinBWG96dSrTVI%zY*}wC^F7MgDINOMcpM~XBY%(#g%KLab(JK#UVrwD>h;9km zFt_441FV9`)ueI;u^wCh#PS#eS{l!z8aFWDd4?f-*n)vu30)Uv*u?x`V%;%Bhr5EF z!IN@2K292Wp30@;zDgXwX*?aeiz-*~9i*dgQtIm+qE7<MEWD1{((&ub+&K#22fb2z z@0C9^OmEKT*MCjJUyk9^u1Xqa3?5ij5^gMHuBzG?M?+OxTh8(@8kmh0djGl8FgLWj z;N}V%Bx0LVqK#<Cv$7g<QlLRT$vTWrkcPxQ{rJ+aRH%zteE-)encj<Sw-SCNwrm#D zze`0z%m=DSJ{7~$)T4dLRA{6ZB}5T@l73He?WS#1P<CxlGFV5&=5HrXh=GbXxf&v~ zJSvz`pY~OA31^}v2h)V8u=((Q-HG{BDB9{TZhB9_nG-f7hhhp`H~kp?ok)TC@xShm z11QkhvqLJvfr4$%jQ&^~P+%wSlk`!5g3zc}zaqQI_*PdGPs=Am$#&1+tCM8>@L%~c z+J}tvXKzO>t;w*L6_8`A6Z4k75N?=HMiTYe>7r2*UNLKjU7Cshm~wBOE+FCa{S&|1 zPLfdMVQu*De#CwLMw%mXgdYw1@;y`%x}|0J<W7j-*!|R4&vp^$cdV5(uMt6X_rfES zX(GhBslKu?OayDf)OT;P7s1@pY}pEf|LqkXr%I~U(;U=cx#UrbIhvZx$oD>*f$=i* zukl7RBptJpdcZNo8F>R9yU_$EwMA_<+L)mF^!BTkFN`r3Ip6mFGGjCkWs-IOGeU=Q z#(v}LMzCC9aVwH$1Xr_%SN#ZA;3hWHcgYZ+YaK>@%@`nhVVYK9ssWsx%%s_C4Y1zf z^i*_%J`VMNJvvR&N2pi)x4?WoY!BaTE#;^Ok8tjPT^f3L9lv&s30V&t9!E##jq2jO z-vaaTG+iuGbLr!4)Wt&Dp}Y!7UD(}@7oZR8V3}tWC9YZr`pqHS#m98;yDavgjH3=* zR2sw6W_eI6<5kUX<-yXV#%ND24^j>_CKud!P;V7kLeb!X{aWSamsV|j5-O802-1d) zfB%1nK5HRMuKa8FDJ|$~pPlxB7EB|QeT8Z@(KlZ$FlK`$oC6O=wNGiF%ro)ll{*^P zv+|d9p_K;cqJCc;Ce>kGa?Jg6jyld-lm*`EQ$zPjDdRUM)v*4NuE3b58t8UfJ!dCX zk-4_F-YrEHHiom;OSDyyuj`)aN4O&6@zT3ISOtXv;}lWClYy083zz08V_p@d|Icn^ z+)#2@zsXD)kAKQi47-#t9OA5!EUScA*~?V@!-}X9O#Hfjz9Q7z^6N5gD&Saw-pytw z1!T0fIol1(Lnwbrv+kihb_HC#+?y(ovhh-ZqmJ@eZ}vK2`=A`&{1`D`7$t`v`K{T> zrgHc?X#T8nTo$)v^sdvgWRa!3)gjxFaHQwVK{G{J*h#bnUrLj~HPeQyk0yjCN2Tmu zv`Rx?dHQmyi!@eyZu=NmD21sF%mue;Qh@99>a~fIIH)LQGoB)WtD!qqSdqms6vVaP z?j?q8f5zfpwTj|UbZH_rM-&zA)gOkoi=z7HW}9FkQIH1J6(06+aTEuWcPDcZEATFB zj}sSF;a^R9cw9`_f7<@9O9T^yWmFe(G40-_UiFoOBPL2pW78Zg&x(5V?>=8*Ix&A5 zM>()GS3SF_ivvT$#jZ`o9K?hbn65a(fzeEE+`s$YFD5S%|8EHg50;hYhDvkb7G=L` zV1|t>&6j)ueQc~)peeHG5gW5x_G+w2VPlI?^2G=L_J?hi$YEQvk=ntUyQ9ViFGx6& z!OzC|%QI*0eq~|fHt9U=Miy2NJ2%djv+yLde_?qJ3*m7;w(TW)=1_)Unr1i)?<6ZL z^Ea|!@*(QAuqF%Zw?<SR6=We|i{WSXHzwYgv?(2bz=X^vguFPx#Npa0<8^zO*vA)H z^3#Ed9*^S+B^FH7P3}FoLy-xo4cpY%B%*iZ>|=-dm^j@gHvX?$S~bJxhVL>!J*xKl z@F@l;Z6_qDdkIHM`==6Z7?@uX)i}y!AbZX0u+uYiwC>EVrMA&w^WW6g?n*jrV?GBZ z=Fk!A@afaW6gqP6cT32G5{~FUum9ysM}Js|<#nQ0Qd8~<_<;`ohwE1`313Xi3+taP zrbGSIy)A{mX>ed{8;$rz!wUs&<Axp@l9V3Xi#?{{Vo1`+%sm>SHa+=Lo=rpM2U(R1 zsWb@XcB-VDqQN=JEpZ3o&(TxPzZY(y;eC)-(rF$IhYEdSR4FtVPn354oS<UYz2eZi z4^)tiOjIv-Q9-|^Y2{u+MM$eivg8#i0v{_c9X~^O(f-x!!BHyixweKx@1o*eWz)@N z_QZ;0D%+TBM8%ib-#%}ME*W$jmab+}amOyuKa-z|ddoDvC%qJ0@-P;RzDvQP^2*|k z85B4NZF>5RaHjcJ+n0(>#N#x_p}i&)&{pm^Fd;-i$8+1$2U^Mauv@3itc;AiwN5vw z>15FUSd5HClTq5%e(#_?8CfsfLv0PnI9rhv_Loh@OsVCWCsQPRtur;)_KJjjyX~XA zyCir?D++ueoH@2=%f^5E!G=RTr~RBs7;ByD<`X4><Kld^hmQo(iOwZCUq!HYRInqu zTLb~eJ64+&iGXn_d@nQZe_aXB4Co$rGe_IJQ|H^and6b&*ikiNRNuEi{jZ!k#7A6v zjH1l&`~AhsVV_J9`6&6iWxEN{ZPCVOoJ`Qd7awx+voX%NmMxw3H-?z;PIk4XF<h1p zbq^jfg6v8waOWFg|FW=T>vX~uiN+mTL5BFrZu2OxFvR53BeAEx8K8EQ9p4;cfDd&= zW^!Z$j4%1mZ_9Cg?AmwCMDV*F9$G}+Sr(;-#zo5&<>mCyI;B{X`AHYwt}FEw6zSqZ z-RpLbBwd^&rHZ`XqKox+&YaQU=wi=(Qv;hx9gtpoEE~_%f#tdMR|oZU5O`--)ZiQs z4MCP4Lh5+<B%1OtBASO)=~e@hDm=)GWqe)rT^oCfBB^ot+W00OPwf`h#;uEXBc*S& zFk`Q<FhW`j3$NXJnloPu)7-6PVQ!i@cEa&Nce@5Ue-}iToYuf6sl8NvqEmDwf62Fg zQO8{c+JO3gb^HlXE^d-lN6xhVLW8$z&^Kn69=)XolPxx@eut^SCaB6{)jT!m$WDb= z1*u}B=jmu7SrsnrMg3pvRp7qG!0_xw72NwV-6g1@f}$PAEtfu0#?F1ulGb@EL)Tc{ zew3t)CMII{-c&;NNTq(arxHp&hsk+LE8#pjHNm?^5e_puZV$RDV$YV@_4__3z%eb` z+r>=*3uZPxcrz=HOOI|>-7g@VDa(1=r6~{Lq7T9;FXfQZe)O^P5jjlkg0_jW94-Vb z48t2)nAL>2XGhCoKxAUMp}8#TRxa~p%#($YhMxNTr!r8Q_x&c{Ss8E`{qs00WUyFA zXY&Jb8N{gPo;~zT8doeIXV6zlqo-~!b;V67920s@rRqsxZ**J)|3gW9tR2g37L>#z z!$(?L0TP(CC^3EfQ5>i4?OK-aBaV{AkwOox#nAPqYhPYB7iT40RU=%u(EcoaNzsxE z)6}LN*X6iqi(;!STfs&0B;`QR1}@ePatbdgaB)LfoTej8^vvbUzxVWUP*s2Rv%zT& z3fMk>^ZhvJ^|-X{I?*NPGqxrF`yR{AjY3_^I@ri~=Vshc%7!%K=dU#v*jN-5I`Z$j z_~$Mymdx{G<Bg9kdCz7xI(Cl8O53pU*emeeA#paIuJ%3x3LA=K>(jG*Y}}SFv2Fax zg6PhJ&upI)t~3|8wcKDKlQ~}QkjO%z(7;^BE*4Bh&mTOrh6UTje4FU{EL5<|d+Q`v z_@O@=?>nD`cH7S0$1j;^G!GMrt7jtfzqh&n?(g+H(x^TxgbCe=tnZwyOuT0d?SE{= z#KiM%6C-irpJnKWT*U+f(JAwmuYbwF@y`}9e3cA5e!QgP`XvVL`Iu|jM=|hj`3eDz zBMfAfd}%FnVxS;!^s2QU11`+WoIer__(#eucqqt#4<)TG=ocNAo_5zxKA~fpM+v@C zNJqoq0(bwkf5%T&++Pwy$JVVYehLNAF<DoVS+j)>wsqUQP#Ze-?af&ssY1uvS$)R= z5*=%D|K3RWMT1)3nPQ_38f?t@IX$H`EGlcsh(Aw*Z|A~H+Xxym#JsI~Hqp>fUPrsP zl7_nScXvY#X!yQ5#otDj@QCBI(3nHRs90r~tOyOWL9Z{o|Bs4KUF%wM`>6;Myw$R~ zjtaNb;O%UpTk3cH&AA;;h1shpxnsUm;B53x=S@^daR0m?)2G5{|H8MeN>p&{*Yuqe zCS0+8-dy#C0(!!SiPTpVlslWBQ@lojL4g8kAew@=iuw{h>nRA3rCjZ1Q(&Q8cx&HR zGTu9GTP0dgM(+C)6|FgBls%?&><S=bX97)UwHp}+6PC*?SWd>xfUIjzWyt7^-?7MX zkOWBy$sx@a66QP{Ti6dtNc_<x)_sWt=8RWD)W7?AnO~_lC%h<hZu>T;OM+h*Q?^5l z1ml6e*H4K~ITYl{C?fng=jg>3Lio|TjykAAbV_Qo`S$M@MX+(58~v!C2n2^!)@>j< zB{S+iA48SsnosBI2ZThxZ|!uj=ga?nKQenAU(vuFbI@XggXTgBPsUn)if%TCg}|)v zEqim^eX`-Xl7SiWD^j`+-Zw>ho`7+<q$xsl3tcOcO%VBU^MyDG6AbEpxBFOTjO{s+ z*}DvkQ7@#k$nm2QO4iqy^zJZ%lVR0y%7h`>7YfS_95sab)&(_2>V|kel9C`4V}SFF zfz*Ao`dDeVd&#3BeN>X4*o@2RqkVz<#s}ki7<v*Rp1Mg7*5(GXm;Td*3ZG<FLA@>} zK5u&B9;%A~Xh4_07YFa(K5wfFiMf_3!v(t7cwa_Hrd0>~>Ix=}(saPh<2Lwt>fm%m zg<Tq32X~Vl2KUtSkbSmG$ms$PWfuLP0^E3r*nT~Ho*57CR@?NKQ+Y@+#>SW*+GzT? z`s?*XZ9F`XVzydU8w!0}jw@to!J#~(n(3~EwWD&aZZ9>FzVK9a{sB$=2!BQKZqh*c zna;ibt{TYL*{1FLLmiX)WA6EJ>ezSKeYu;mI^<0y7W^t#!+C|Ny+hm7ApUZGgRX)a zv99-3J2;{WU#Gx>Dlb)W&OUkGV5TbGD^9$;>Z^*|c~b+4a;iu;*rfifTm`qiwiPKl zt00@-N&6gG1!T7%a(A^d=)(K+=SM2TTE|Fo<p(9SD+>QT_U|~0a%n$LKnd>7v*r#- ziZIYxW<JVR#OaHJ`}rdjuvBN!?oLewM2zl~@qI22XUEtX+CHLJ9M`2^CCS6)lVea% zvmA~*nPZrplY{Pl!{%#NauDgOHNQreLupUZy}4Ji;PEVfKMRvZy8Gv`hA|n)Es|NC zbx{W8FJAl*x08Y9fV22*jtrzD!%5Ud(l9v_WdHPp6k6XBpNKP(sD|ePz84ZG{unmi z?j(UM&rKQEmBkUW)#t-}M=_L<FIC)MB!<Y8-xdMYqBu2Aok8&xMa-+s{8?RGyc$b= zvEc+4%}N`hr;WIf_1ji?U5N|cbh}`Y3Ku=kR=(;W`XxSo=|_2@UtS6{Q&pQd@Hs7` zd@_fFzA#SBL^uZn&0q^yaiEeGtC66{!NJY-6)GeSC^6kfV?MHBv+mTOSQ8sRCatTt zXRy)pqhjr~05*0dFib5RiT;@UUiaCA4Zm20j;(AqpsHH+Ws-&LBRl#pyknvE?_7yf zE8&Q9v6oma3(B5Xub$3i;Y{eRUb$l|gvhl#Y23*I-?7N3bv7(G4sGvil4BvG_|iPF zUra=K+xOjUWn#eEw86TJ395&7?pPKRee7iQJF!dz`Uhoi-pj<+kTbVF*fU|0UQ`px zBl^WrQ)DrfiK!o{vpK^I+`YNBYB}M_o!VH_zts$sE-fD}&SPN2*?O(wF$N@8A9f$~ zW<a%IzhbC01E~sP@?t84Cwd;^4P*vF7Sxf>{idU1%l+D@aXMIClvy&-E9w8irl*RI z#1p&B9~RTmB;p|ya*+<NEWfX2adgC=wVe_<NXLJHs(*(4=(s!Ia<+LZ9g;4_q+AC& zt`@p1+N4Lve1m|i^I3FkS)VEuIz+>%!19r8ZwX(#TJ%2LrQwl%#H$MzXfSoJ?g&ky z;m=*mi<XCIsLlLuj=qxy>u&`iU!7=JOc9ExSx!UFSls9#6&l1FBbFKwy<+Q~cXn)? ziqM9U-~X=P;u^e*7t>7ii;Ac$?-msiGnXZ1FHq4p_uKI6Nh+jdFQq*^LPe0$hAkKO z65DL^SL+<9@SPuXbrIps0b}99IxaEaee>)+Iu!;x6!NnKsK_nvy!Q7e1>fj<{R`_U zU|7b8`Vj8KDs<n}NTDF*&TqbotrU0+^~c$3Qn1EZdh^^O3a)SX(OWP;Ms#Id?~YnB zrX@bG4U5RI3%ig#dyb6dd)J!h`H->k-tkN?J2Hf3Q@s{)$gqF#N&fY361Emr7{+yz z@NMevJf)i?m}FC8`=Uwczib#6xsilY)t`67wMo#Alve!3B*9yB@w$WoqE7-2bL8)e z!0Norj<#qKh$UErrh1B?eZuynvJufSW`bvOCI7Emx&#_dE?Z`fATg(8(*Sd<V}8y~ zNHT{cBk51UIdf=D`wGt9F@xYht3=(1DQpIJC5#_8!E@3Bon$=|h^_lgzQkvO7X@1U z^R0|ARJY-B=>sFU+}B?->}`Z|?@CKbrVYXPSsZX9%@BegFZKng86wa)P^zHJ0GjG9 zzg8F<KxA4eC-Aa9vW52uWx43%fWM7E$DkgTbiQ>E&(?$GwrrPPEj<KpPIUWsKG=>l zpJ$Kqb&;!*Q~oGI7p29i$E3Ft-9q+xpCPXc%QsuCR{YXI+@qd(!*x2iw@v61?W7LW zH%Db^+3BG8R=+ooqk|RJKip5W^C0EN$coD3;p4L#opL*PXerMSUeDse_=xFU^C#Ni zi?R8--cuVkae4aN8QL(EFfuYp&;p<8wdNOQTIlmiuOroILS)D7GwGW&VR7X^=7k>` zsEssg6g#E?x5Ue`c?=Ew+HyYSNQpYcD{h;=bXG?~*yYVBBWn0WGf975twwa<R(sQU zHEfVLsdLR*4eS!vn4+JmxDb<(IekSHUEi!TZ8oT4!;J4#0KY2UC@x>FP^^M8jroPc zUMg58VjXmjqJr~1t%s&hD?>ar*!lYkWvq&ScjoM<5?s%IIrzX!3B{e0@_%Sb$XV1E zBYIB}F1(gwaej(usxc9><tgHgpJh{8zXHOo{iJn{D&UJru>A{Z1tbKCwT@qv$LV~F zdpS&b1n$1vu=b)HIwkI<ud$cI+o^Et*B@mOy(KBI*;N)Dy5|BL+GS9XGxwPrEQ6-b zM@sg)We~SjLo<;igV9~m;vzSsv0r`mN!f@LHlOmkW2Y~LKcBs}H+_^u#?+pn{mPQq zGLpQ)9};ML`RweQ{o*)bo0>cRR}3LkyUR}5Vjw>W)Lf7(24>(ks-UD8v?PCodmR-; z`RtzHg(F;C?AzpS-^hi~4`yWYRxZvcW_tf3oSC*<Bk=G0kfiG`cz$f6S2iyjtNg*i zn(v#r#xFSNRAhz9C2*jw)Dac7or64w^q5(2pd4NP_P87eH{NU+P!Z<9LC<>2o$qY8 zjOXZUHnY+A>_ot=8*HSMNUYpI^vk#51s<;svtj?i;6l0=8%b+Kd?i=1!SG(V{D}@5 zVw(aD-3f0(kN1Q~Enq|LifUT<7ZwgA310ZGgoUzI<l)m7SeUG+Y)}nhfwt<<!~5G< z5Ib_v_~=>|a?G>*<9IBjzFjr&T84$-Tc?hn5MsgZ>>X8`DJE34Qt!`xU}C+@;OZBh zOo$puDkar2VbN_BkDE-mWxwNpp2)=QYso@^0Zer4D|*vqL-<pWdEq4CPuFDQoRb6- z$B+B|{65P-)NAQgvAqn!YvqRubqvr{!xcLV7~p<T-VhMa!0Ff8Y1NJlls_6jv__YK zhOgHTlO!2fzqH)Fbuj}EbXJT<{-DF-$g2&8?R2bYepmgH@TT~5n4ePu9dW<cI5rZl zc&Vq-Wr<!9d?d6e<2MZk%hoci`e>L~@;Q6@5e@15UC7Fz;bT_D%Yf4~tQZ|tkO-jR zm=o3Vw<irpdP!4_gd_JK$#<PJrNQy1uHPDYqIaU#HptOvh>&hf=Muf5UNL)$kDrE$ z&v~H(V^o~Yz15vhxKeNpkHVf)kz8%?(c=*nAr2qtv`bW+=VaXFPo-kEeLrQ4@a4tH zG`WhyRAlptZ>RcGafn8~e8!uKga4_^9d#wPWm9vtEU73g>3T%sQE_}^@Azvm;`gb$ z?rm(RVEIE~^DS2>ptKA*$j4An;(2a3YaInuwx#h-ge$#s9~Vn8DA-Uq?Qv_6j2ENt zA`d(v!=|<`cRHDj82%MrRYcd=KR@@<jqqgoO6Tqc;$%GRTemi>hlJ2~YwRa;Na)+D zl9WpHOZCILo~`RhI2`^r&fJ0oadXAP!(0-0oiomn!y>4jShvrrMFcly_D_%JiNNRZ z-q0uUB48Tx-$>sp0+aHQ!_E#OU_E+mEw3#C$EzFcI_Ha^@$s$bqwT`z@g6yKUd$Yy z58dmi5I0Ak$=wr!?dI?c>a`UpHiul^W#y}cGbnEQao*ny=WVFnS(7FR94%K1*lmJ- zJ+a{se`BZ*Eehm)HNxtHuB3=~Blz6AIh$x;g!ijvuY7%FhzR-3;UT*X5#Q@1$>uji z+NgVg?{foubW^ntTxx*v6~Scb0(~g<#O{4dxZ=2Z0gnFAgJJ%5ch4L>6jf|%bTQV$ zc-z$OAHsS#sd;LVZ-p*;{EN<=Iid@5KEG$u&bkmO{#t6RrwiA(rj_E0b&;l%NqgT- z__DpBk$hVRB8NjAABE_kOQW!%&r%1UTYV)R=j(thx$j4BD-U-@BF9Hkc~G3KJ4K5i zI%djDcR-zoKQ9xc5}LJ9IsI%}+(;Wc$_lT)d98)4nY^9POto;`B3oO#SQAIn=OSj! zG;zW%KvrN#1O6J!-TY@X&}O(~o!T}H=yX!oiZ9TB;Hmq``WMw99N?FpBCn2yb^5EK z8r86Jw|piqP7T|I4h3`ws3Gfn_Ts5<RV*9z|FB<3m3X~FL*gwe=x|hHP99gm2a)Lm zA~q_BJ``)_G^vbj*9<Pk<tk%{Ry(Ebql{-$KSn0zl(0y41)o*{(JRi~yLXr>p;Icg z@LQfDWCC@M%IhmaQF7D1zfTpg>TO3_$W8^cOIe67qbT5+=j7Imb@Djobzf^ULmvHV zk$Jp0Iiz~os4e;}izVKS6`SK_5tZ}wm6wGqJ_S@9F%y@CF~96ai{~=X2zYJP;2{I| zZ@-gkR>)vklICVNV;L;@e8ErZoizToS+#U|OT%-Ew!3J%6jqXAg?ZjmNN7Btp*}5% z+dlX1-_n-^yS7%ew^;)F9A!#Y8c5(&&@mnF4dPg=o=H7DCkp%i^2;@+MG>;-%%gBy zQON#~@!Bw76nmDLpKbrhMPkhj--mfzh!*Y_8`#Um#wCrtPu02TDD~C9smO)>_qB;F z+Fbab7u^;-z=7x<($$F?4tgXSs|BMth)IrUm}kwwtwWDLNRv5my_jf_M0Co4ReOg( z0~=q>yXF_)VnbVDdSDmPE9v{wN*715QBjfbEtzn{JKN)D9gmH5UveX?scbmx9zM`M z!on|uW{apdEU4(ZhOcR1f#*Hzq4k&rkNph>b7d@iTz{I?bAyE@<MP$+Nh~}*8@Oy< zAPZk&X=jtxvtSIBBx5rc{8EE;UrMtOpWxc;CBVWkn!FZ$Wx|*gv*BeA6B0j0<#L*t zn5=xa--2+Y+dt!|0MRo?$ki6-jxtewdwP?~b|%Cw71Y-*W8%H=xrq((OzfCidzpVR z6HBIs`mYQzU?UKzW$=uFlVfg$lVuFp`z~{<A$lf?8$V(a&cNWJC)b9(7<iuju&!+@ z1A5tA)Kj($BvuNXWlA$J6SF|CPndyRrK=sAKhZHLxvoY21s&I{!bvag((z(-L}2iF zI`Cdzm={jRpXyY>uU>Tc8$8{dX-~%`ohWltbvgzF{$`UU=r|{J?c<dx8iXH6Wm<L7 zFjVoZU80eOSL#jzd^I#=cak>$Dxu-i%J-6wvuU_{c;H(^A`SC$^z8Nb((o>^?ZxNy zG+g!Eky;93UcbasXGt1HqqQ#nnWf@`$<CR<UsSN}tyQXhONGTlW7&13R7f`FJ|SmN zkyRJ;>*;YS)*iX{W7k$Hyf)5YodXq1Xq}2oV=9(P1%IfQph99?|9!3?6}MdzB|m<l zpzlYE$Idbeg5NZkb5kkEe6yN%!JUGw0oGpr))WkgY+WKQPJyq{{(@`Y$*_LV=wbAb zj2~U$rwgOWkbU>db<IXHV!uBh6f+}3+jQVmC7Fzi%@K)5zmpKCYI<Q+D+!Y~cSU^4 zCZR-PX-jSx;Rhq%V~;1{jQa0kHCqx2EVn)t(j=j$U-MPOPZ4Cj*exkuBZAfufuO-m z5!9al{Gu&U1U);tSA@8Upl<m<>1t~cJYDf+yoWA=i%Y~qA_s+W@@`UpPV4{e2P?aJ z`ozL1Gq|`!sQb=0$HODRfldzQxV|#=($Nre7(|F!%-EPiBx69Vvey((PVgT%#WKZ@ zUHd~P^i2^%@zR*kHo@MXwyR4{8e_3oaLEH}W2Bi!VtKt0{_=CX=MEU5b6+S=_Jbj` zZ~fi<Ce{$4UKH-@Zw7E5uyvnz+5la3x@Rg!^kKx;Kr4vT$Cl!ru&?U+(Al%Q`9y&p zMk~@cv{>q)b>;)9aYh%`Yq)dHWx6nVd7$8hr!JV32jR_Hy72$}eL=#g4pw@M9Xo$d z2R3#uH_sf?fmLnJbxTbhtdg5I=Kq$5iq*fB&Xn-L=r!?+2;*V?Thq$Rt~@*z{Ch7{ zlZOT|9lGOpZCDNelAoWXjpr6;9lBO)<Ih0h1W!mC@{#^G(=)UnbX>1_A6*O1AEb8e zuF(W7IR1u2pe7av$WEOR&;&zf+Hc`a4Sf1atsQsN!1K4xuU?F+!{~^7m!+RNZWJh6 z*|OAeNoa_3;+Yy+I^EV*?jt<O7jH|Ws6o;!SN&bRDg;MELn*GRkoQZWZMdd_OTry) zKa5oHly9>C7~x5;O`+QDIAusX9D9D%QW+P%FDu+7qKr8Wg{(LAO6c`Tb9#J42@YRp zR%)}9VCPLrTH2<FA5|`09}X$v<=i1@O(8|Rzqd>GQIZ0D0;i)kPRrw71>;`HNqO+) zH{7wI%457v@cp4MIVg5)+R6PZi}|F6E~A~YuyHF^=#i2I|H-Y>lNB;B-)<VS$yNr| z9{g*W0y4<|nh}$4BaN>8e-zaoNZ|s-k@F^43a)#!R#Y}iqGs#5T8fDzzJKN>;FSaf z%yt~e9hSh7JAwj=nG&#8ogPmUmcV(H2Df9+#nE$S&W#o>j<{V%%rn)*aZJ*sLg9iK z4(|!AkdYI^YLm?h4X&aHe38Cp{|hd(^WHgJ%H$&8=F^iw&V(N)_2}txTu9~7hPuZ& z_{lPAO&~n^5_h@9<s}F2!dO<K4IH?y{keYaISwlN8lT_N;@}DKrk+#cVD;>hJO>5` zZ?zh4Uir+%l|SV^^@J;nzAV2Ln#D$c(}McF7umSCVOZNYosH*Pmqg8mv(fA$kzTNi z4Vqx;z9X(|yvX|~EMd*Y-E&*cw&=1^r+MIf8!>9Xyl0^+$VS@1L(G5fICJkmSlPtF z&y(*0N!2VE7*~4S&toBMppeBS`sK>66*D)svT&N8UcZp&mLo5MJx-BWSazf+K=CIN zVUs<kg@h~Fb7NorUEf&O=k>1E(@g9i+?{$emWeB0BIq0ZnaCQ@`lhpuiC4c(SS^Gv zCWBXgMQJh76V>5o%w^)z<K8<z{xT30S-t%3cLrWduSnCXXFx&GIAmTa1ANY6H;XbD zD4klVyFP+}W5>sD|8!?S{HD9wPD2Ky9`+yCRbb%JTBhmcaXOlBzj{3VkdAtP`TM6X z)3NW1!`o$XgfnlVcK_QSmJu8jd}<{fma?DpG>C4A6p3sfqS6t%z-*?7=ojU%@;5s_ z&|r4F;hO178WJ{?%D*qCA@tyTQhpZgUuVDB6-z_((7rioe;Vd;nY+8!((oWmVlGaP znE&y*g_SrB)O>p8DB;NLyge~Rgdabz^C>5`QE^T6Ql-~pDk_(~3t(NN;(pACK*wpK zXWAq^U&a$o2%qlkPo$zN`r4m{a4IV7y0z~HQSp7PS<hvnTkhiTs|~9OhlIl*OE{BD z?MeQtK}E-|2V>P#Dojcot>%wV@Ni84BdUsm>Bv17lu{`8F=cqUd?y7T{?<+%Bb+(r zW%Wm2ngUs|jaz$X$Vf`J_6>VQhV6l6duUl?Vtp5}e>|QHM+CQ-FC)WTd|o@hA{mc1 zzZHBkpA5;<H$-9vNYL6pLX$2gLA6Z4pd_9IQd{G?#N8w;u%N75Vn;$utAFIbeyL4~ zvt=rhV6`ehqW-rC3a5n0=>sCrytY8s`mP8n<ug^ThKN9VM@i|KegAvhzMw^AzIcoo z_W!096-Sxj!e4uh&%~H!Ob)&kXNJ<Mvv)eA&9N#~!7tgz6!UBa&o{j^A^x6`H!j(k zpzLn@;J5F_s9bw|Tf}B#)X$v%@@A1S-p}+dUzBSEv3`er(F`Lv{pBw-tT)7gEt4zf z?I6ag%q)u`1N_IcX0{j^V9q-JN!3k#jFaqDep>0H^Si+H)wO!K;^XddDpn6SVh8l~ zl=M)2Fs?zRQ5TO-Es?%_P8UzhmU$Rk5ZhVbmxz#b@k_V$)R%8MSk1_5@w%x4Mer}3 z@23Or;9X^vOdY)6=ABUVjfX><rw&g&=3!o&W~Fi_58;>hTO4)fVf*%afmI4T47TTm zSyyO7@aEXVs>Rya_B8luXP_2d9R0Xxxuh13X9buXeWi)d@$PHd3pEjzp%w3QKohcj zccy1eHBo8m?(I3Pfy5ckmzD7v7|X3<I*4mvgnD>~%zbq%jA`-OvsoQkY3lrU8`SWp zXp^_9AK{4}Ejvw84Y`c9&AwMukv65j_lBG*UXJ+G$~358gW>BJ6?;^0BPwjau!0I) zsGqbn=c&N9^i7~-l`^h8JL}^{bV@@{gJ7S$GH$le%4=$raEy5KuLUaMX{*t_f8UF2 z>&#y_*sTbP%FtnMgd+UcK06ksrwE>H?6&=P6=2@>Y2R^v1th7Bo&0@F9-$}t&0Kor z;HPVMu|HW3>;=(3KG?`1a!*=!@@-kXGy3^8-BuQI7mLOsyJT?e)0mpzZW$czI(s*b zaD`ttBF}%nG!}Ram?w%zqjtDk`rdUZ_}U0>xMU)Q%7iOn`{E?Ab4a>l^tS}m>>dYS zI4FV7seP3Vo#Ln~E4IGwDvpll`~AIMiy?0+bX}0I7)Auzzib;8#YM{7qEpeLXf-NX zf0ZVRspTHaMm}?4nsT-?L|7CCea%YG^0~OUGkA7q5*JH+WBFW8aKXLa;4F8Xi}kgq zf4>gk!so{}mGur>IEw||@n&;zp88OHPY(y-u4{!_?r<Q{H4)Ai!NGkWSL2Z-9O!Sj zy4#e>!2(+oyZk~nDjjD$`|q=nGcSqtpoEQ^rNZQ&p=>ylcCRyA!-n7M@E`w<-$y+@ zGbFo$4f$WGziNq&86I1GL78x5JdW?PUl$9jCW{LvDp(lhs!C>N6WvnrY5_Nlh3y*Z z4{vQ}AuxU5R;&{X<_F4m8(FX*T`ku+p}|61!`sK(7Z5-Hr2FZ=Atq9E8r??UGtqw5 zRdk@23GckP<g-thSUuC-q*cVkV~%-FaSRi0$>YJPAx!w|U0?1&__9iWDRt16iS^fG zv<|2+q2Iwg<RQz%v5_+;q=cCW%`Lm!@QZ=}*ngb7+8JP<*9hP%VZh^NL)Dcu2CC(~ z&ToulAlR&ENWg~yeP@!-IV%RFzh9p*Q(@o}d-12YLJT;)iMfCD8y%e0ISa&}(Xm@& z<n8NXI#g^sgC1QY{O~fhc8#S&OmjM;#)%F)M;)Wpx^!4PaJ)3Zq+_FvxBFG1S9bq= zzHaAR8ZLAV<&YoI;HYEAc$i1SPm7}pITvY2TY2VT#0jET_T7q7_NBqaoD%lQk%ren zgH{)fXlQ?F&2y2afz0USrwY(e_Vj#BTn81UmS#!Y>!=Xlm-xk;=oFs{M!#wS74<Sv z>;ImmB2D~Vc~$@wpEi>Zhqx2IT&h;t;7G;Zq~s<4_Itg)6S=dIO-1$oJqJcdDX6z@ ze;!>=fq;t7bN%xaELL$<{uo9<#aE4QS2t1M_cHK9p)&;x)x78aW)$4oRd4re5e0Ei z``a%KlCfQdyePYu3?t1gaR(lgA^0Zyu3A1B^Tp@KElwdGKU>5p@gbZ!Y_IFPiVW&^ zzK}6088gO9CL()D*lDqEyJ8s$3h!;{@6M2LD5Y@h;6@T$KLkC|Fd@PDchLX8zVXYr zTijFMMZnG~*toHo7@PWsg|3L;%^l@;bw@=Y8ozz^c7O;bm2%v2Jw+fz877C?ia;r_ zK!2;W2y~yW&NVhNL)J#&^d>ViID~WMi%rd-y@7rwg&3)!zqO|Y%t7TI*Dkwe2KLFC zixQ_y5mZ%n%5BmFOa3fA@F>9qiy!}Ne!w(AlHad2*^$O@+Bw<V_r(bF^p)<GuP4U) zn*JIe4Pok{smj015W}xT2ZwGLKtVjM;HkO+lvJCBWS{9{T3mRk#3p@o{2aNvTwEU~ z`CDdP59mS1WPa~eQ9XE;yt0dI(#2>z!|>2yU7XGy8m_g|#R9uyrF-bQF#B>tb>$l! zwCbGuxaN!wh6dg|9dXbBncY~$Q`5nj{`8gmCVAM(F8q>T$U~#&!_-p;co6n6Zn0m+ zL+gHZ^>lF_5`2t&{2pnerqdhErrIz+5lMUaNefe#OgaP;wa{htYC-#)CbWOIZd|lm z6B@KLyj#+m__DN`oAFiyhfkzO2Ks8?yT*}%KWq&&&qTf{Yf^{kCbcX>4RsVbY~=P7 zsNqpdp<KS38e*s-ub2jE*i~60H}g>ywcn4K%u7;5K1uLDZ3|V{MSkflm{vjL^6m@k zPpaSnY4(Pzm<n|5ROv~Nm62N3al9;E8K(yAM8%Yp;Ure|o^wM9uH827i93`KQu=hU zg{l%x7exrk^eIAPpxtjUP7&5jeM=`rqEjTj)n`)_P`XKT)@MQ<(-$-Y;%(*Oe>hun zM~xib>n^;UvqKIZ`^QLMl;m)u{7BpQLs__WT@Qc1TNd3R%SNXc$)e!E68_5xG8nX3 z5b%;DgLe@|3qtlu12<P%x;IMUCh1~wE>8-(u8lkrnvg)m^1#gw3KDQkDUEe36~_X( zkjy)q#j*dX`PK0WG3bYU$xJU0!=X40p9!iMRBXmGjjxNM^scan)^1Teeju<(&R-NZ zf0nS1*^0t&rJiPdI~Rr(G26r{xi~Q~Ce?J6i};kPx1OiCV0W#&+P8-b&#2;90aGr@ zG=IzU|K{Lqbe5CmV-5~@G8Q3)gTRPQvJdui;3TkT%X$|MR)Y1p-Gl>C<HfZfX4q)g z6);&)%f^FE)AE<Dv9Uv9q{=^&4GYJYL(Zve%$t{8{a_y(a(-Tos`hLQX(x^hTd;9B z=s|jpDjNc~EGc@zY!uggS$4dag~0{PZpnHUPHca0F82xxLsE?!tm9bF6}09lA7$ad z+WQA416e5KESqTcVxh*K;&*%<3&V>R=joWUP&U43@;BkiqoXSN=cvT<<{f#tou7pr z1s&eZA55I8Qd3KAWa6Rc)Iy<4OxR_AxhLVuM2@nIk00U2`&Q}r89^oz=AB(tJ<h<G z9-VRHCj*YNz4CT#3>ei3)P5%1NDs?!OiyRvX1t5`<~Rm8Uo`IOhB08jLg}7D5Can5 zKfQmlk%9c$rNc?q43x|iRa<H@Q1#}KM#X#venp?<U)D!QZ|Mo%uR1y^L@R9C%joz` zTAG`gM~C%}RhfZlbX-!mm6be9%zJTn_04s3c+7sB@He5uCb9IXo+2G@g12-$n@2~7 z+%r4hcQm30Ub9r1h%U+Scl%jJ1HY6*?5)c*)X(OR9f+r4>V0wI%EL6g)LmoABf6#P z%EIOS4m1cC^}hOdzk8Y$ElQ0<!=0zn&7<Q~IB*xfd-{cn)N?sSN1CX3`TKLs%6n9l z3C$b(MR>w5kTRRRpNbP_+pL$aqvBa#?{>LmRD4@oHt)AS6*X@~3Px0^=vFBz&KIKM z<jUBM>FpFe;)s9VMRdvL7lo?Ja)}<v<rO~NOMzhUp{|t{6to|5>=6*BK(SaNfS*Fa zkv|8IH%yRm*Uh8jpDQcp-_+VmcrtQhz)UiijCq>bh53PG+(@}nEUHaL(3*<)u0>?D z{nz$pZ#M}gEAMIO)shetD|omxnS|<ul($}fB={a*E~C7PgzVFD=M9&W@a$Loq?{%R zMg1!3Rf|ZVxt#tU`$+`tdCBdTkBLr+pWzqE7r}tYmMx9ZBDg8tJ#%%p2oi^>&+9k- zZ?81<rzEePHpT1bMWH{Jnc=9c+d?ZlGf3Px?|IAF47^|WrQf@op*|=;`R!if@l1xs znxCe)x;i^TUd$9Zv%Q=eT@&26R5<=A%@`7@hg|qejM2Yq;H92}G48i*FZn)TgzSBi zPd0@ZVV6Nnz?Jug*s79vwdS}XSls8HJ7|Vjn$dQKFWmrdCbkvo&*&rSQ@!h-RDC?W zoR=jsqX%aJDie8nh)t=is$Zgq7YEywUe4%3`1R88JBhmZ;wr0h!de%zvHoLH<2q2f zXW6TBM+eCpmStQ#qJvY%JzH!|b--otYFK}HXxQC)?sp{*w*GRqmyYwW<lgvQ7fT-g zbI{el!QkOlJb&50UJ<jUbg6r5L$&sB*9tyu{GD33?}NV<R;^i)VmPIV`MWa9cHh!O zMd#Q2>)x7}6*M;%P|`&2lO=Cs?rEUsnC;khR}CaRk8fH%qz<Rw47El#b)0o?N}QZh zgA`q4-1eCoZra~9xgMp48xlszFI?4tW0da+6g4E31wSpQRK>?Hu2PEDst~hSK3dkH zg8rE~^CclF5Z=GIMo^O&w|B)x&sV{Tp-ZO&E-Qn7+12%4OO^4t|7_^CDJ6_>*H`XJ zS3+Og)NLzKB}naUJU@C;5ek29eASgy#I<SX4KCLduy&`jV!gZqrcR3f$2uyHnH769 z8WrTx>C4HC{Va#+U&Vv$<8rWRFPSV`AP1>3T0qwoS+sx9lTRYaBK4b6f8_xgOtb35 zB<7?c_hsh;<*m{%3w!qX&MPTYA9yb0CMN}E*jOt`M-l?!)RLZ1322=-*_ruA9Ayuj z&l(4bqpw;<=f(#yFxT_H{d-&ttl<I)GZ``59Mn1TJ5v+~xkKcZWKpnLAL$}jM6o`> zyF^t_6v13G=KSwmT+iP>d8nC-CyHx6$DZY4`P{7XNf$0EH|kXQI&#tJ{LzjwkBi!P zz0GrT931^iUu-PQMTlkGLFaZ3PKGVJ`8||_e5XN`mIEAYxhm0gat8-AThW1;r5xmD zs=qd-aB$`ppWgW|gd0oAEr;H*k;o_L;?T*4cjL0?i3e;*UHGuj@jM$Zg)IfE53sQy zTj<1ECpK2lGPIb>+1R7>)G0}pjZ2H@pX3*^@sX{g_V61E7rcM|INQ&H(iVZ!zU?fG zNXxm+ma!nkUacOK!h&CU%(QL<3kPMs+0H+}g3f`#)a*?xEZT8=_KOM&6Ak97tN$>e zCHP0ZxSa`+%Q_7{RZKW7`fe&rxKik#d9NgziIM-#u8R$3!m8yyYq1Lx%v}}yH%ytB zckQy)CK;kzy2vlMM4xorlJ4xAV&K?<sHf5I8F;?_*05tM1M~NAed$#U98So)5|P3{ z#(z6}j6xU?{&1k<n>zzOQsctuHVo|fdD>_#kAW<+qZ-wG3^1GHl=gh2L*3u%{f}xo zd=--gJ<rf_{n3+4V|(aWv(fo;oE;raU+bQ6<mkxR;c}r_kdC=a0Y^`c(eS%Jx7e(Q zhRYFm9?%<Tc<*0*`0X7UydpkUy}VAt{i-WH7thl$`k&KKKr9XYzwZ~?9;Crle@yGk zdK%^$w2Eu3X|R(RYC5h%L$0XWw^iaan3QO&T0D;iIz73j{u33`y4mjzJf$L8YMf<P zPK6My$zLj$ii+s&sL|8Jc3CyKCWMM#n;M4B`BI@^;+yEPfr{Jf<$5jcs942mdH?Uc zFdMr*R=*4tG75TYo9I+*H@+{WKSzP@JhjM2&nR%ddzl%2n*z$xZE}XEiP2G={LGz# z?1HlBeMGmcx_d;&N}d9@XVfx|FyWJDn^Ny68E1Yv<|Mb0k)OFyY<<zc>*4R%#vr;S zdxpHKDToY>Qiq1sdSu8prgaaK$;j*r%&HkBL3-Uc+W8(5GBte!x0aKzT3hYQf3YO| z{cy>wU?&M?r?=b)Tt|46=rFX#f`oZb=PY=NB>cDJK;C~sBxo*nn7unHg5irxF08B( z0V(EP<m4F<C`J`!X9S9XDYm8b#Vu28O-8xkZBw*KPt!banxZR4_(0yUDauM}Z>(Kl z29wW@{?EJ2;2fU+--S>!jDIK!y%cK-KEou9p#~GY7USy=6E{ILXVUq7wlS<uR-KKP zGzRU^?b2uUMxg9<b<uM&!kMwA0;&knFI$4ny$LkLjgJ*?uhkjg$<*a#3}XY71??B~ z9?*wdqE^nqUHb4@U+jJn`UrP4N#!={!QxSxPwO5%7=|r%A}bU9lJoT4TcTe)gys3S zU(kiMiqh@h!Mb>$DLqfkRTsDaepc3y)kRFi?Ii=>bs);8_NgI72m4rA>;LHJfK=w? zH8{;f{h5&?LM=R)$WHjmhw>n@<g~7`1rKtv9C|&OhnmI>ei3)I;m<ENemhbd7dB<- zxXNh5Uhlr7-CZpld1AHqtg{xBJOt#jziT4u<TX$KZJNl{T<7K_r3u3UT2p<$25Juq z8Mj{1fNk1(wZpp!Z&oQB&6Lmp=Lf&^XudkW-72d-?yio4RZb!c7OUff%8$QmYSbXS zi1yCgM-8h*WvVxj)NsW2)E3@#RoqFld&6&~iW|3H7Qd#e!m!KoKeZ<+2w?>X?mwb} zo^QS@{P|Sym!$aQTdXp4R;L>H))4(d>h0KPr3CH9c(Vs&CG4|Wlf1=Uk$Bx5at|1a zn5yx~Q@){qc{@x#^gAk`>+s9@!xi#S`Z_rO#CJKQ6!&ReikE|BhezIKh8z~zuh{B- zT^2!Szf&`I$$}owc=hwX4ET+I<+rHIfX=t~LdAV)a2LkCzWiDWcEZJqp`KDm+F9ni z>YF6i+;||j)KU`jPBa(A7D#|5K`ks2lmJU8i~q5^IKJBp{gvkzN3|{8SpKOP5-th$ zyp0rt((=9$4-GLC?yCO!c(E9yzuwU8dMS#uB$3_DBcc#YcaeVIEsBofq&v4#M4|op zMyHs*D0l(4Dj$B}BKMhbML6Nkh=P6EL1!*nOE&NSci!=vEx+k8(nQ~!+o}3?f`g9L z3#)}|Ir!Z1HKDYKgCgV6b>Bib*yXl$=~*uh?BDmqCn<7Z$hp(%{e}(2;1e-c?QA4$ zQ|g?3$VT{Ly7H|eHnxY4h0|l$h}w8$Rn&Gi1c{H4)(SS>bR7QsN}CP;U||InJ~oWc zhg{4WV4?EU>MDn37Pi+fND-`H!T4pcXlnrr3KoynWM;6y_xIatZNe9q%J__WPZsVu zWp#<^v+zmOYTq{{7T#R6yLe;~3$}7*R|P*aaY<4C`K{+nH0NFKS#_HUxs93DJ*Swc zx_s+<a1ayvr{9}y@nypF=)j7<YnZ4DNwGbp&4hJo)EzZqY4=dM*S}+e0ncWmBT)kk zEN1kc9lFJU_nvV6kP{4Or5r4G2xnl)!)R}kKZ95oUvr9E&Vb#<2~AZ+V%`NFyHkh( z_jj+~B#+Y3X0LMHwu_EU7tW2pCc0&rjn;_wIXWK6HM*>frz51~h=%47I-a`u6b*aO zu`h7@iV!n8MC%^iFeJLgG1hJJ7nu%P^XR9Ce`ru%aZEG*I}H=-jF<WL(ctoQccRHt z8qR%`NgFGsp`%&uO=AuXf41IiIe&`in-}LaR|nA0;u$W_??OY<T>j)83mU?X+)Htk zph0f;W|xWosCctj&$Xn73Zt9z^>;m_B1>gW_vQ*J*1lb$FMXMcw4=eIU6E9*h&nZu zM)-10HfeB&3l%rVw)*HSr()n_Q_=*{F9&A#e0w2DJm2T8XanKPiD#o8dGo1wy!7;` zsrM9QG$*`DEvFzM-gB*X5(U?j1}}8)rl9cqZ(8Yk3brQ)jD;IeU=h9L#%iK#{vTua z9Z&Ti|Nox`6=zR-?|sZe<E}Ca4WmRPg{bUMk|Zk{8l;R$Dv^?rl1SO4p^#CUN_L8d zey{gG-_P%I`TV|@%kQtp<@tJ@bN+l?U$@Kaob&9|^d1uaM+S+K&|XjU49VWgwuo>h zZ0XMDGHGNKOs&1r7(@o`WvO4h9T{SYX9m}6k<t8G^fHM-#=1Z2|5W@S!E$)~k!vFf z2968O4X%@LZ17#}WGo4@r+0{Cx{(lHxHXhPxKh_~VttPQ38mfVwkEt4#nak*{ra~= zA)E8;`KQ?b>6RNT(Ms=Arigy})v77d6dGqANz%eh@jx*4Z*sCJmbw>&{!1}Mu(X55 zpI%c;HZS7~)tDmw_Md>OW~R{E`i{JyfRFaO$CBf1`A|_enT}-g;WKymqv=Z%NdM+^ ze1BkqO)mmW&32kV(^t6nfQAX=<JL4cH5+5K@?q+A17nyM7LNUiGeY*F%8&WNMz~)8 zdh>;RL*%Gy+09rRLQ5t|;Mi*e45`^~EZk@S@9vM@f}aUjY$NSG2xrFCRJPe{(#O`v zYt{+1^03u*+xJ)dc_4rLYAR{VBksdqndhqTP%h9I<~*o}*}=97sXKbe`xTM<H&hQ{ z;<ZmFmgym4{ZlQHlpdNHJJcvYb+K{Q_dB^z7Y>a1)y3Yr@DzB#u+h*(Qv$EOd5$i^ zpK6+l6zhP0<)jQ#PX}ExxgMp>+9+9Rw&>_aZEPGoA-Mgo76j*+Y^_Sr!u-R3yo?34 z;PoeJl$N52$0o10x=w4L!KYX3a+(G-CXdMuIBVecxt*mkBkD;1;B6MWUmZ>xWp^)7 zP{+Szr+yx2P(y3yAF22HYM6g~9^2`@Dr_&`*l+8uibIRFMax*K$o{q5<WHdrTx9kw zt#ehu5QGENX(~87vDh!5S{c?i?wmrBGPF+=HvTbCMyz4ObaSH;Oq>^#E!d=l8cnNB zbi$XB9nNyIb&8N_G9w9lD&p7-Ni$nO5fyzNKNP$aAaX}zUQ>xYKL6=k^?QRntjJ<b z{zS((DqSAGd_@iuWw$S6ZIFZebWl$2S6LiP3|x1hNEUCt?_A>IBn!TSqGaW18JvpF zO4mx0#+w^r?$sSq=+NPGS87VZV@X?=+cinNuUK&W!b(X<y-5|{T`z(Bsq@)|+axen z7@e?Hoamc^($2bRanw&Vn>CAy<0m&jDqT<<t_<k|jc3Fl8+Mq}FE55w;imgO4iavd zla-$26Rs3346se&V*ih}8}4hl_&fV1w1;qoa_6G;G7=YF#gRQ@GaL+VIj?+Yh=bLi zTe+*BaiC#xfBnN^4yXfVme2NZpqYN6SaUT8^E)cXlI1wKF#YV7=o}7|#?D=_c*e$u z5{2;p_Pbv}q4wP@VB=MV(~hm_Y+O8&86XhNhScQawqidvj=IOSiLGSAWqRk5b}cq4 zD%dah!fc%B-u<TOD+_hIqAtaEvrwb9Z?0J#;Rxer;yl6|o0?CzKNPZ%$}$|;mc+v0 zrWbvu))TJW+ce|4f`vV8PureLvS9t|-yVNK7Bp?YjYxcD;>FOD{Z|^8u-n~H=6ain z-D5Wrx!Hs-FL${<if1A%p*v;W4kiwsy;R=5jEUjl-4B+qnc#lClTkFpK;J6zsCGRA z1{+nLR9+;U`F7NPe=-9Wa*Yi4Lkygcz2nahV_<QI)VWbN25NkMjb0)8Wyc4Hry<4+ zq%8jZQ(2aQ-Gwi+p3Pyv%04_Idz_BTfeO3LJLu?Vc&G_KphKoD(xvh;9TIurL19Pe z_&)S}p3z=9zSLE!_PNn9OgmwexRj2X6^Bx+2yZSuWrj~Iq9Z`{>4)+u8v4qHSqBDa zSb9Rjaz!f*8Z5br8KQ5hS;BwM6TXytp5E=Tmxi&EV<#86&=6=nyXCSW4IwtiCsuQa z-r+uu7MZ02gUi+H-%*kDWxY$rQz{&GJu|i|r9!#*`g++MDn2UX<nI(Jjs%aN$|ig< zVwEeqtfeA&X6t%+J{4B3yLPop5TB!wrdPUvis>^AoZfz-Ln_ls_mop`+o5N>R0;*Z zEPDz@11L~YXpI~6qCoBNwC^E41v2a>YvpMau-^-=Ya@DPsW5d@QU@7M=Lf1cl#_AS zD=%;!(JO0Xq!at1$v9o&J~2Rai_pVA1$8^gu%B5Je{ek+?!x!iS`r<TweG-+IW#gF z4^BFE5WX0hH=5*ik+7kq;nuoR63C1Xn)6PRkRYBi|KUy&LL7CfcM|<VRo|;Qv48~r zZi(kkPetL{wXgl;|7(9Q)3vu9{%$da&DOZhfm=<HyleWs&o)zhc{;i8n5QYG{LJdf z+f8BZK=+&?j!S(C`lv$8g3pe>ortMlY8NTuWeNpD`Q_GUOtEB+t@V{wK5l%sV{PBS z$77?v-@8-@XEq$jUvbC;+;bD%<SAnu%ldIj!Pgi~6iLy?vc?EA{M31{*a(m7g7QB5 z8KE^qwOClh2+Y0Z?({W=$T;SE(shv`E~fPziYzn0C5rZm_)`XGQ0}l>Hl~lvyz}Qz zB<RCa)KXxJoIbXP6{l`&<DqMo_WZ{Y9vFB&_p&|@!bXd|w>0R%sW3*jJ4X*Ino7-5 zm*}BM`N`6Se|3@5P!hJeO&1Z*79Ra}O&70MAA7BOP#3Iy{Hl|Sb&;j9nv_7-1>Gs^ z!nal(oYT~tC<@Slkes(?AYBJ+mYPj{jy7Vww3dG`(Z*~UV@KC5Ep*YJyGr<JVV{C- z(bHi~xK8G4-Z`a-F4<2aQqr0bUU|~r@`(oW67xvTNg6l}OUffH4Xn85urjn>9pbAy z&UhNBBcateR`?y!CwiW&x>IU+aj@XJpt~B5DLNlm|3(#oB(--t<5h8gm2kZqR3W>1 zpM8j+DoR(0@B*t;aQ)LUu|#VXL{>`WULRG)I=w5@&t=N!?3IaK=B<oP{>+H1ze;#^ zBy!}$StZaMzYc6%sf0DA>mz;$Dq;5R#(>3p6cNKJS*`Ly0n20f^*$>UV0!m#@x?ZI z>@EteGd?VjLyNkv<?6|UJKmdRT`C6^*?cP}A310S{Yz0ClSKrTCY@L+3#W2J<KfM+ z=nyTNzav=&w4?p<|DH%=QufK7rGKPg@j%6}*Fzd-dlZ>1;Zi7jG4LvNMiK@K=woXl zBoVOk@MvzY1k|Gxx5ju#z}(TG&Pz@LX>qR@H>$*OPvkc<aF00VOxUlkq>3YWL4WSw zFGRnL(eCA^iQ!uHGM_{1#896q>+7;e4781<C6O<=s7m3?S`*$xck3G&S#v=*+t*=6 zCf4y?S>=Q;+qUg={O>uw5;NJ!_B03SyQ;^p`f<?iRC@hCUwR}@E_|uafl&6XsYQYu zRIAPPKmDGK+aw|RPZezBNUIlYO=Dwk!-h34LfFXi%>P>E%LYw5SZ$jV8?}4hp8jb@ zc=T6|T&cl^!rsMygT>f*w`_VZbC!j5?n`F}$5}X_9;bNo9ScXcU+u7MU?Jq=<Cl{~ zEL<BCS2=N-g;k$8mLGSpFeuRpUn>@7x^A#O%d@}@Tyf?Sg@sc|e$xUUndqhlu4{eD zM9c3)wZsQZ6bzhMyrqnZ$0zfOEDD&g|KiG0%wgi~H*K3&N0`KQfA7kI{Y>0rbv7Dp zVnVJm|L0vpCjOZnn{P|F^JB96XZAY=wuG<p{&<~%n{LUh{Y1~mDV<i*3uQpF!pCo7 zGvUsHGu#p@1{iG$MqauMOpLkj|3@bJ=GE-);wd^d7K!GXzoeslsA0>uGCDFD<qvEQ z(XrGoeZlMwqFeT;caL}wy>s!T-+fy;Jd69b?$D>B^j@+HlS{{+6N8@%CkaQq`wI?# zpy5IF)1_WrGzjQOW{X$SAk`DD&~bqV8_7<?^T{;KJ$~TsrVtw3<k<%#+-Qg_=pj$7 zp`q)=zrj|}@b*Ya#x-3U?(C{sbV`|qfOmaXHX<}kR>u60oFQEC(LMa)4Haozi<WDx zR7`5vZ?nv!LfTTNQ203E$iT^xo&&`B{^dV2w^1?fQG3Q{DdEkhAvr-MDvrCzG(RM~ z2@`f|{M|u#B5=+5>@^A^Du!l^4^mKmpuGCddJ0AoRb$sEP_TDJ@2IFC1;zU}&THr= zWB2tWhnN~NIIsA<+GojlxY6Uc<S{ZN_g6gbB)VmU({Fur6&c|+S*JJak)bNRR7YKm z3@@g6=C65V<a|-jY#k#(clqDG;ARrMjs)FwsUYF^kBx=0*(A`97;l)DNJ8q-FKTZC z2w$9J%{Q+g;jp2`CZ-YT|G3g{gu6wnln?#F*&sP$?)tbl>C8($a;AT;C~F{QtkzRf z7a#Q9X`c<`O(Ao!H)ZAtAK<PmcX8xnc-#7XDK$R+?SD9~d&2~K)3zUvv@pQ|8--() z?~PGVN*_`RF~;qDZFLQrF$U*U#jI>FLNnj^>T+8nn0cFtXT3MX)QXlNPLv_M^AhJ7 zC>z3*^y}M&?FKlL8Jub@VE}QN%Sn0d`ba-rwC=B;J~k+|Z*`E;#|L9!&DAe?c-*9% zoR-VOJf)kg8;5v^ZhMqd;?6_%s`z4mEgo+4%Qx07;(>L2WS3*F9umte9UfoRgPKUa z`RQGHIC%UI|CKzkCZApNxI-5wTxpE*>$-Sopmn`rpDzAYo|@jWQ5SJxuIFhBbTKb@ z_wJvcbP)5&OKG}L2g_9rOdXsEUxKaPcRkm}hpc-cd*igx-^ZVDd#?qPzmZB^o3+4> zi#Q|xK@(}h{b8f$H6dgkS8b)FiH@`*zqOh*u=`SD|E3@f1iXIpB}GvKUMn7#RK8G0 z=^?M$yyNN^@u>{H%~wa$>1+K(6m_`2^N!3bRs-Ad`>oj>YS`9U!uukxhTS{Y2E`Vu z;-|pJv^fr{Sd>SnFZ!th&x(3(^JNvhIUQ2nvQh;-2e#y{Z&k*jo_kA!HY%gz#QPsM z!-O9es?IB_ln|1zSwlTQ2_3KBI||HILVa}j@pY#Zp;|gbYtvMOn;Ylsucrzq5h_<a zVyJ)sqnlM@1@drFv&!;;JXG@R2FzOJP!}cA;%qC2TZQGTR=k!)^n0g9Cr4SV7hmP( zBP5G_a)+U@r3~oSy-mmVNn^RA)tGUW6dEcmq^Ai_d`@zAxk^hRVrhb(-E~R$@|LHG zZkNRFqdD^I3JJ{Kj5b|Lm%!(%)3TxZ;#mG>;=1y6F*L>5x9+qML)gIgi{evUWUt-# zH<u}f##@u^OC!YaMCE79<S-Wnyt_H!FSt<gP+WWBJQrMA)PdeWE_Qy)Gj&+U#W<_` zez_VKu`ze23>R_X-h6LS=xYv^?0zi1D29VedFPc^IdIUt#XszVItLEfxqZ#!Y)EG3 zymswkLon%*Yh5uLmR}YZ?aW|9pXVI%cRw3mVzL)gJ=v&^tatkF`(lH4&F6kFVuLrL z({fmfjU;~GRn8nX7EaX0-2BMGSxx%Z|DLzFm(pzwh+dgpoVr@OmIXfpo!u|5vcTbc z_Bki8@J97r?K>Y9E*uzqoaVs7zb3Kg7E4&zzqwrSkr)fh+IRw90xUe7ppDLX&%{yZ zr{6EsGcj;R(cJMC6UT1aHjbn+(Up+qxi^Rjy<$h{IqR87s$2glN{xw)$LFcd7iL1= zN?GI{(Jd3_Tt{W98Ca|2)|7dcfjc!Jwu-?F=oas6Yj9$qfn7BnwuEryF7>vk1Ov@J z_mAxxqGM*ug_p|hbohyU=o_e@Lpf;Eu5&qb$OZ2ibWWn<*@=s_I+1i3F*aR$PIO6F zVSaLk4bdkauj`$7bZA%Y+AbkQ2le{04bSHgpTp?im@!UV=N}iz#So4hT5zJvp@W7c zVPZ;RH8cqB(EQhRm2l>Lq*Z1r4Vamp@s1{XX5@jjm?sUxBCoy2*V2$4)%dxNaO8;X znIT^}8dQReh7Cn&ki09D_H~4cselJ+x4WqDtuT>@eoTd8@f5?YjEbJ9dqRA|5%YkU zlY&R7uz+S<?H($UjknqF-9*Kr^v)YL)>P>4+c2<5n+j5R&9ycf@w$t*-%E{CuqLvl zEc_M)qJ`Up1P@bSIA&Pdxs3uV`n!a3!V}xAd6W%W6j1Fi`~DW9phJUqwdorf(Ix{K zN1l*zVxhQ|<1I4E_QfSo{@ah(XlV0|tz`HF1fO%(A|vk8w+-Kg$cV~0qIsmB1aaXr z6H6WtZgh)>urHCoI~jDR08~J$zagAB{$BchfCGu>Q{NrSj7eDI<N8ZVii8}w==s+N zMd2h7J+``56shM(7qqYZ@8|Y{roCYk)r2Qcj)cq>@p1iXOVP!LeE7e7Hs?5T+){Vt zh*~`#k*<`Kv(NcB_d83%`yw9^!H)+cGWn40pWmAIiH{LGovyI!d<-qL`c$`ukA@3B zBR&f8ad5@ruM!*+ScR$u1>7;lUcEuLDo<nl9gWgWX*NQMq3@}lXd^7pQct|I&<MXu z#=i$S7~;$8-1&c74WN8&)(>0*)ar+yeD+QsDm$vb%@*kseR};)h_^mONpG*ZN$SJG z-%zaUGY@xFKjv?~#KRtQb=uL5Jjk*b9y9Vh6i1iJ3{2}mTPT}6TdD^)Ro|uC()2LX z@+SMZhaN)w_x;(Xr-zrZ1$I~2dJxQtX1X-#;=S6E(BH>(@oSaH`0h2jNUoUp<S46) z%`-T0szV2L8<_jtQgyJh`{9F=dOG+dI1u7prH#Px<zla+wZYrqvD|^Kja$c0d_QzX z3*Wcd7nmDpVYSto15IZ%k=xVWU#6gmZ|S@22Rk&7!;5rIIi-QeZ;S3cvDQFA9P2~< zD|MKh)tWNes*WQzHyc-usv+=+l=03OHC&(l;UdRX!;$_px%3WIY#*sN_rIhHUZCB* zJC3S2^>bOO8BG<`$nb)-nS?7wyR}OtRj@?fTPNYRGGtz!li$9b=oGDESA|5Bv1f(* zv6(AMsEPP_JIO)`gJTSt{4a_av^qH&5}^o(Ylfm&popLx8_(XW3dp<S<)6${z_kr! zM`nWLQRvCrnoW^MTrb<b^0*xSuH(jBl95B8=O?p@7qSqFUMVLNB?~(JOVb*0Sty(? zYx%xY20d>pclO6iqoI`iZu=uCuryHT`BoCVt!>VwmXc7Ev0iiWi3B{QDF;foNPsyR zbhP!3IQ+z2lamU>!MZFs6!cjfeVYPOuQrKciQ0$F-L7IVI^WvH)fOX;Pjieaxft~b zN!dblh{Ur$+JAz$$k`sfGu?#?&%1j5$<AEp-hH)DV=fo#Ms$zbQMhnmnY!6CxVU=! z<`b_D4h$|1q*4xZP^s3>32^5iS?rI{N_!5@b$mMZgy<95FAEQwQ8>7MH2FZ=cQ!J( z86y5YY^d37n4mmj!#+1lI4YZs4F|6r8QI6iCtcP^hBq4y)03wy?b&GgB(6+Z&PL!s z?aC%CHfAP^Q&y3PPB}?la`giXCLtrOYui}pU1~b}`6dgGYP1fYNoQg0+c~!wVJtLn zoUeI%GYi^h-n$x^vS4u9rtpIt3tu|F-b)u@K}yy!Ms9?O6Gmo7J6|y|eQx1|VjdHJ zV(<I^_j~*N1F^p{4=|BM+UKh7&V>7qS)b?2nOHVqrQs~gM4-|m5^WI^&o|W-mJy!F zy)WqYc*;P5{@+7AM3>}F&iY25V8Bl8i@yCq2J|}xhDp8*NK4!=yKl#UW#PdVM;!(N zKRuotrZBLiuQBJ$1Rb^Xh(7l>bToREM$dal$DBWWk^Edb&OE|H{b)L3wpWHWx)9xB z<r=xujE<B`3+5=v5&pRCwYWb^!(!o%+(5#Sd20qkzE=<qgcg3gdx?fx@8W=%<1}oU z{P)Rv9}N<Fj<NpxK3JB+{EmelGzf_wzTQdnh*5&aqr1y!2wpgMYQH)S7H#*(^(i#G z_x(FF@4pT?(`j4TN5v}2Lc^ekRQ#SkerWkkDy~gTToTEoBKlxeL2o=2El<v@%JidR zj9EhWcA$c@?ylz=!jVTQ5-(Ius0dxRzki14l5d|{R<*IHL~pPrZxDUbyF?;h^CtzP z`}-F4bWxCxqLKJQ3f>=252qcV;H6~Tu5QAY7TbSc4(L;0`f=Mg1sVm3#`CSOye1QU z+o!5=i41br+H?Ps$ru`cwj_TG8TaQc8g=E9QQCJwWr$10*Bc>H_y3Uau15NF>L(KV z4m|brZ6(2QM&r85brS5xw((n{Nl009KO}MEf4veey4{=vrIhX%RW%Zf1P(E}=a2xO zE7jq>q7c-XyV9)vf4d^#>#&X!$cIp8$n~}WK03}mi!&qETc+nsdHVB_UwUoy*=|0_ zM~?>A?Brvvl;l^FTs|_LmiVO-?)XXnAy;Md@ik^*eTE$$y6vpFKAt8Bac~Xa{l*xa ztp+un%Z-uO;5Vf8-UvH3^bFS&8)3`wV>ioGji5Ff{3N)?5P1i_Ehup`#4=}=02qdN zvu|V|>xu#Fe&-c8Iv8N;<MI}r9(}kl9X_U?)W?JRLmrB2^s#tI<#q~LAJwd{g4;)U zP`q{_=w2HSiMG968drE|c$OJ!v5$vk+~X@Q+VY?wu*vqX3=eV3EELN+^`J|wFHyTh zIP<Q+ZB>jOx{Z(dhu9GPlJ(}%K{C-b*Is-H>Cy$`k})?fRTq!bvUfbT(1qgNN+nYX zUC`B-dPdiDaON+4;o50!oHfr`S(2!Y$6Y5@^eobb@L$fe2j{g=J{rHo&Qc5WPxk!& z+^>n77FJKm5t<0=D06%>s{zZ3p`^_78klW3&$ZdEfkp2%4$TwOK;|;Tx7}^(5I*bh z?C1`4SSN3I@neBHB1RuRd~`_-1GR=hna*k`6;J%9^iLH__bT}q<f+0lHPLQ4TNNY; z8ddPI3ZgU$)l4?3;C5iXYd%Q@4yj8vC*&z(DM@>E;BsYL$Ze^-E~ktfoo~tSnv@{5 zKJ(zF)k-L+y|ivdNC|WHJ8nz9qKJ$o{?>(bMZBbc4k~L@fZ6f+i(UK_u+;Oyj=^Gi z*kp|P{?e1j1&+^7<smsVXuZ14BRVC!>*h(nG+7wvOWtxZmxb_h?sIV|S!A3)I(5-Z z2AK-v`Jx8W80!D*6&E0d$=s<Ew?(8N#`*OvFi{es%lG_AkRqJPupVymm&C60+E+UZ zB=ERi+iI{|9D>rV&(<Cg$45z#5wm&XQ0(>zP+TpB<%9do_Q;8$e@iRdR!j_MN83w> zmy4l=lGnYep9}AXl(GIeF5KoXkhxsWMb*L;1AXyakaKc-?t_^3x7}R)i39n#=Sm_y z9H<=9s0c3OfG-+xU-vQx7k8#Bghz0&VN<Dkqb&z5Crb}~W^wTC*Ob_SX*MFl&Q*VT z#m3)x)v=*>*jVz?^~>*cHdZw4yn2l2l}LpiXYXJ(Y_3iQoBI%5BD!91b|V`lA?Ho@ z8L}~2%pF}Q#zvWxSV`=67F;&ItX6u>!sE6-y-~MVa88U_9h%R=kGqveSf^R|B$va; z2x4LU{(fnbjVwe<ds>zASomz2^IT~W3*<#^COs2O>^)U;!mN>r*e5^TJ{B>-Eh1+* z#xs$S=Au9*`sC*CrxoYcGO_TKtL_hJCOWp8oVXywMEi%!74jb#NMWnbzG-7XWtwBU zw}63kwXN05GZ-k6RG3p5$Uv><UXGv{1CUsrFs8!5mEP9oBf<;>o60^^`b>w%bD4uL zTj_|~q#|aXMMw17b8=$G=$QA_f>jqxM|HAwVTK1C4c8_1yRD-`!+gG)(<(ZuW;bfD zHm9S0?0eleSvsB<*VLaPI^|4A?8B{-G<?%~k~`H#gG|tIlN-e}ym8+C#3P*sg|8*w ze+AR<YvD*<xFrqs<qB(T3~1P}tLc=m7!9RuN|WuvghOuzjf#F!;jFLx{rFcZc604U zU5GAOnYBb%w}A?-<;nOTH>jw7q&m@<Ma9b{L8ppRsHinMT^bTWbck3=e_#+5_gk*5 zv)M+){@1<18je)t_5Nc2FejWzf1A^$Lj}uOAn*i}ig{y(X(zu^kn@2VDNsSdyOM$@ zrDrJUzuS}(6Hb9P^=a=iHwseBlMYqOQV@DI&CFw#46o|Zv&-I*G3ihnw(vO_>U!xv zJ4(nXKXPdPxie(+DQhP??IB}zrAX|v#bhiB%Q+fMCF6?fqD$1*By84R)8my+Lh;US z=BA@0WZ%1T0{{J=@!@Sb3pbIF`sUy4X;l)`gi^9C{)i&az?=J}Qxxa*4>YFdh$8NJ zLiOhVkNt=L&pyQUR)X&n_|WM!8dw-lI5GXBVEZmU4nOR9(|nqbTdhh(ZpZnEx}2io zcZ!eXzLZ<3iF^p~tA{@mzFf$CHrsxNk86deDMArM?<Dw7FA(4(`V!q?hrbETlh0U0 z=$b%aQp%w;%osLWb6wRQ8R2t$qz~292>b7Mbt;S)qQL28vqOy`)Lq^-A6{q(HdEeE zl5mB4v?h?}YJe!sg;}=K`Y7&RE+tu}4>z`@gjb+GRvyW^DQBpUs9@FXGhBUK{I+iU zjR77GIUaS(yvIX~70qcRln3c!!+(mjc%Xi{Bi>Hp;b7$V;E^Fc$St?AT6bL!{SU{i zKLqGO*gCgeSxgTbhpU2~zSPC{m~S^97U)8M^Kg-0x-JgL1@AxSsEZXEZYI_Sy11Fl zd!YDD2Oq1~9Q;$L1FsA9${S2|@b!Sl(dn1ka5x*cS29o=_mL^e71zd3k)?rU8Ctks z>u@7;nHGL6em%G1fhNXZex8xH)kINWtnue^4ZP0TVG?Sg0kKo*;<*LthzfhCn(D0% zt=QVBtNm(N@i1cbbfg;cT}|X8P1Vq0@?|WjMin1Y|CaNQs-iaDK21nj72R_UHt(5I zfr20_aJ*Rst4GyiSLvu=@k=Aum8Ht4pF8%;!ciIfhhOIie^5epW%}|rZb~4<Y;95Q zP{abmmwehzMa&AsDmxIKlqY%r`+Q3Q`Aam*Ts0N2?&H}NJ#XYei}9{-a*;>H!_PIJ z?#p5G8}<0t967{mZ9F|1E{o0XRMXdeGWgWy%jLz(AlJBiy!x0liW^S*3s*^jb3Sgw zLQx7gj&X`x&Pw7%f#LLBc}bY<&AXU*MFL+GzWQD<l|Y{3P7~H;ajflMbnvi^IQ|7z z2vkUlW6x!--|KH;I6A_)KUN`zwHX=$&x6JA*CMRv-%2r<`TAVd%H(3O*RAD_85f5# zcV#_V$%TvOz^`0ly<(}O?WI``@qV4XKVNcirR-DU{!$Lig?)}^#&A#_+8k}Sn}haF zzKzsY4xZ0D6m-U%1F5gMXXO+)NDy5x=g@C9);)4>5b9$i`PvVmrZ%EiR^I=-tCS59 zTI|0C=h<-IW`5vWEE{6}{uNt;2zTrUce35sXm8hJ+%jil^B0q?Vft)bOYE?emSQ6y zEG7M&2phYP|5y?+&O&_I=~S&g7QTBY_;xq4z)D>_c!=<&q$%qH|2zw#NKxD4!-CQ+ zLH9;u7B>1fa`wryaO#+t^vqu--f8aG;!Si)_3)()KTDZN3$bdtdy$FDlV6<=o?xO; zu5;A<AQMSHv*jB%GhyFZ>}qeyL~gslR<aTk-y(P4E+Kklt-DjvTB29@y}pBwA2Sek zvzOy`k%5Z?H-p|qF_3y#);eh$1Ly8$)TB5ua70fuV@#QWt;%yEQ|2)cCqfxD7@{L% zd31koGac*JXRnO8MYv*D$1qQ)<F#<`k)JViY>i5HJLX2myZHGI6hk_C2WI6Ta_Hze zz4r9#2^#$P)S3^?gcCQS$I@=o@Q~RWzdDVEWxGW<5^*%F{w7)UEs*Gw^voYuH_-6u zt(m+Fp9Vt_$qFMa8q9WYoA^L<$=tF*-#S6!eT>I{P7hPj&6zJ@)=qSW(c;*DWmMc= zAP`uUL&e(32jaI*Q!ziZWa*wrDsbL1)@lb8rBPY?rdClQ-kmbkzmy8Pzj|Py1{D|M zx5)(4sSu#$Zx0~+Xiv*~M60LZ$BvNP$GH?N>inJJxQBv$ch)i&I#IBAOYRVDJq6EI zwuQbjp+J29&$I$*3eLtPjb?Bu*p<DyQ~eVeX<0x0I_{G3<FZLo&?z!<&NFST_mW{I zqqxItCmBB@yUTvrlTm3mIQzhq40juWTNcwKd>=?YFaDK;{+;4o>K{mm{-NFGpFx81 z%vmj(7YR<wO6qcTNl4mq__p>BQM@hKv$(!a6hSp6O$YKt!OB%{rf(I6s>PB$9hRc7 znqe>Nk^JAjl-}83GG)cb@YIne7h>+&U2<5}hH&Itnp2fBA3XziKOU0dqoJKG8z9Mt ze|Y<X0phqvwH0xl=0i|eR<)1CM|Qtv<RJ#(%TSjBmBdH5*PC*$NfX>ye^6T^*aS(I z3hR=d8>6x1iY=FKj1Ac*y1wl+LM=bI$Ya<L-;)=;{}FD8nwN+4Un>|w|Ll<5w^9Rq z-Q{(Bp`!u3g&k8k5B2f5^_NO_sy>8CFBksv(TDv`fp;2&EAyEX6-B>z2++^6OS{Q~ zR{Tjf!@WFk#@aJ^i+OlX-M(hyeByYhfi?TB9_B^=h`n@Q4?)L&@fq=Y7<*MbcN@_u z<cw|m97Xh?<NQ?0|FbSqpPbWcDAdJW<`;qOQM#}gnbUD)wJvsaDE=Y$=wQlua{y9x z@XhLKe~z#YHt;Mqr21)tu|3jWP*WQTS08t2rD-9;<JYsv4owIRogKKDs|htGe|^mw zO{B3!JTH?pp%7E+GF_+vX?N<6WvevsD#l`0YnM9YlC@ko7V0><c;}q*PBnPcuROUq zOAY;^^9&T$s$sdkgK5M!RoIO%S1j{YMR{X}#`R$psL#22!h44bzQ`L~X3|x_rHi(U zl_+DuR`Z!E7iARZnTM<`Qo?na+KYLFBlYoCH+r8c;^O_s>HCinGx>5`jie&v=e@F0 zzO8^~wHpsF+pU1kT5?^=FL`YErFH2-q&y;C1>9bwCJ&uJvV_P(Ib>3Xi%7w8h<dH7 ze{887)~0Wl^86%=-yIs;LZf7%pc>HqMNJl!<AV{VM`duwuv;<khcsLs42#Z5kOJj& zt8apd6nMRdmjtbo#GcSvm$D%VEW1B`<&=p8;_E+dlnE4v*A<uMO~T?Bh%8DSyDbK< z9oyFmMT;RcKk0b;A1*{nhT4ADbD^`aPaq_p``><*t78JWxOV&0{c6IKQ@f9N&?LF| zpp*{7_Z)Pr?-EJ9&q37Jy#tZ^h;?LA`NjYaVxw3qNLx4%csddqyO;z0c}Wp`RSxzG zajf6aIp_-9Cu23r#<Fb_%g;PyBYj=G(7$tR1fP+as6WDn{n^ncrEzRH#_ihYzlRMM zBb(}9o7fomo3pHIEgOdB<g+f?Y&_lF@%9^?jq_w0|FJL|{lB_t2~#XonGcR~x>=CC zCF1bDg@r>q$&%rPEU>q&I{Yb#h4QtY(<|IqP}uEx<T0NG%O&ETY7`cZNXtpRnr4Fc z(>Bqsi*Vs)%DUMKCPr*exe?bOB;_cVsYWyLL-9w{9d{<I7RG#uBl_foW?no^o9L9Q zigm+MOe8YdZBhRi(7mPinBB*KR-o0LFV7k9)ud&G6f$6I{ClJ{l!2qgvVHot3`pPI zIb5N{z^fe&DeUibTr$2p{=1(J#mLZ*`}K4<JWiV@c7_g<ru*q%4%4wG=iH_WqEAwt zJd4tN=-4o)ugS)a=o!1tsXshAYPPuBHA>MDv1e`3=>>GC-LsXq8>69O&*H-}Z)s@L z&-Z^&Lqp(e_ulvd8d~QYRrp_|!O5-$+p=hQyso<WUpO%rCfind(6C5kfO6S^h7LWN zT!aM;d)9PL+3;vsko-r6D^0^wNuLLkqBQtE$+>!aii*8H&IhxGsF+TRX+H3V@WQH2 zX8jW?{GX&Q5xYmljpte4uN|RckL0Z~Bce~t<W~OtXH7+rb`rD8kc#N=f~-?gRM@q~ zE^%2z#dAi(zO|ny=y^LDGI*B))@VUy!f^^Rtb@i`TPWCcI(zNM)f7|-g^SfHQ_v?d zFn7%#qCetaUK)Ew#_Q}n>!TOR*p={ZY*#WF_1!|1624?qm43IpLij-|6W<pqPR1Z> z$qLGM5;zy16tuUI@O;L=I_V|}F4gPTC`FO5gkN7Z;z5FY_2S?oJQ7Hz0vir1lkoZL z%RX}<63kp)p7}Z;3I+Op^RjADv>B}0K@AecrzUd1%XOmAijf#i(G<l^uUZ$<pa}T% zgMVuZ{^$R}e%h|OKwrtnkzBt18e+a&7PUH(m~G{gQlS=nyfyRtqfShU;xF?|V$NeG zOEeKvJG-H8*Ev3Ho!u5zE#{-F_d$qlyb03tj$9Jpn&4)owwi#WF-GTXcRpQZ1Z}(Q z7<HZzJa$&CFFI?81HKmxsA~+7ry_XXxX1wiI>ST_{R|Maz5kiyKYbi7i|&$ntdA@E z?w+@c(noAj*KtE9qF2VBIh`RK8UG%;>+&oQ?iU&zqMq?EC>5c-^e*8@E@$!A<2>A$ zFIZ^0jfapMu7g>|JltRQZo3kL2g|umJ}dk5u=M1&s>C~bu$In_2|lZb*Qvjw<oxyU z^mXA9J)Rzh-lweh7tn)p9p~7SdR@%%lr?^vqzm_dHqJrNMfRzO+rF`N(bCT3e=O3$ z>*@DNCyaCu-N#xszgQa+z74^hirP5sL>Z|*r-j4}hfU*lT9|*qqFHB16UkyKUn*~D z;?&H${+mIXc=%1=>;q#>w1i3P7Cq8HJ84tnibM^tOlyr#lQqD5yy8@5j5_2C4Ia`a z)o>3!yM`XAp|PG8H0Yy-Fxp2Qg%7IO>=g9l>2g)L1h^dxKdge^B8QKqOetf<p7R<r zsmeIt>=0)?p@goCk$V;eN+@%^P_j2b2@P#5kx?Nf$hs6Jlw>HPG02?mt*D4!G|Aq; zhYHv?9!;`zP{4$8bENS+1+;zl%XQ8reEG1&|FX9{e8vo}pZ!I65`THUmz^B^W<_pC zx60yQfW`VYCs~;4{I<UHN(K#Oy5~Q(NJC)cT%wqtG^7~}@A>gkxU%j-+}T-4RGtXb zdH6ySCGLq<Glr6Qw&&lg6Q3pUyEiy<p}ho(4jvz}85c*cMp@a{9->=9;!RyvisPMJ z;o6BZG5mU$^Y+IwG5lB{>05D^3#@-&&ppG%_`H(~LU(Z?I!s+uyo`&KsTa;RgB<K! zEYip7<KP|pJGr%qgOk=C><_0nh<H5bppG{O9}AK%+vsq>^)cqWA{^0p{URg$7aK{M z0saaf**J2(`PA=j!Vw`y=|?SW=&G(!y!Dvq7Gcq*^|#oVd66sp`UD$iJKh}M6v&2J zh+>>D(I?iCT|aFJPqw_9SSTyY#(uJP(Z(Sb4tu!Y(R#;%vGPUZs)sBTysX`NqMU^} zYJ+9QIV?PCk91Wdy2LJiqwgwr7GU_u?Cmn5Q#=K3g(|Xe;j6Rv``=8+mX)&i^)s>K zNT9Sv0~3~+!+SHbm^l0ISm^gaCMfqxuI{m6V(v{+t+*Z&fs)sI4$o&|Y7aIp9VI$s zwo7`rlY!f7%ephFh`v~@;boY^z~5h+1YR6qAX3ct_^q)2_VbdF%JL(+q+I=(tQ7-p zt`&1;j2W2Twf~l<2m@=Dsc_83=~%R`+qtooaK?U@uktxMK6Ka$eT}6<uijTNZx<b= zRuSWyo#@1M`}T775<1StKPeehr{h)Kvup8-=*a07tlRXH2E`a{Q=QK=yj`b~L+PU- zz2bZHqgonv7S4~L9j0NkNOtq&J{o9(9D63QCfC*m+;X8IqH1Z>K5OFj!&;ewvNUWz z(%?8xl7?K)i*@z$X}C%Ca0neFdPL_nlmCp0Cl`aSzb~Xh!Lep@WhND8leTGF1yhme zDX3@SLq*FMMa%CtRMe$L@2^`-#et&|l82?Kn2Egd+EIiG?H7wl?msA)ut-?5u$clT zX~Zldg95dJ<Fdof6y!XxkgEa(3HP}f35pav&=ygA`<{&T$z66k@(D+LixeF*hz^-k zux9IdG6Y*X9x=kn=r|OW-Qhw;?sS-UgeDpH`n50FvdPE~)(;gXdgP*_n!@CJ5)RvO zsP=h;5AVNRkcuPWP~uRFP9zCmS}yHw-AqDoibH;#EeWFDN`*&=J~<^kBN-=8!qfL3 z>Lq@O;-K@B{ewNCkdR}q{LdBFh;VPQ08!-3zjipsL=?*`1x4KGq9}ha{CfF3QREJ3 zUrH4GpKjSwrr^I4e27S_a9XyU4+-DflLN&1<J<!R`|bIV3V2|fy@rpc3s&qrEXs$; zddAQ7LVUbmqJOk|)&x4yMe+)B_;AZBY_b>R<9>%&#r8TAoXmROzsc4FhktA6v>Y|Y zw3biyuRlgueMNlJyY)s;{HZ3LL3E1Cc~O0V6Na$lob7F1WQbc+N6ynS3~*p&_wT!J z^pO!|+`Ia^KHm96P3i5?$N9+JJN{Vf!?AG{^?;5(Mw@q~?Rdh2$AXsp?@2s3Uu9j1 z4B|mXizgXl#Dh`zr^-@69`?C!y}Q0e4<Z>g;lC5~@F67A<FTC{RNWs~`V)OZ3cWPn zyF?d>oI~Sw@w(VF;gxQ0rHe)t-3@W-x=6a`*txet2l36dwedT2u-V!4MgEXB?s@g) z-Yn6^$j8_awxu?VY_}aBovV%CY4gL=OSPapa4Y<2oEF?&eIKe*v{2pkMnCVaCP;?A z#l*I1VyRER{vSzAxVi=Zsz}g4Z_}=i<$u(Xt88+IQKpW{Ed_aJHPrF!RfBO*ni|y3 z-egC~t6}Xz547j0LV4>~UvmppIBHa_I{HHeI)C>14uz}WnAFqrdE?6HOqEVEE>=d3 zZvng7L>V`?)NCiuQ3kbSaPca_mCx!|4NW|ikkqL9BzIa7O#*Erp8ksP;oB{DlT*Zt z>^FV<rwUMg`}M54odV3;e>=^ak;m+kvhp8~<+1KcR_1reLu}Q!gy>H>*b3FW(khmN z4`V||u7w<|66SVCw#y>f(DYO9W?8H-;++s>%VLx43cW6283bH4yQ~x<jrMA<%A|Kv zI3cn*`Nnc7tYs)9o;)TA*LiC+4!x7W-<>j6kD?^-W6`>Q>Yv47AeFp7{*gEoQdOSx zZWqVPe^1G#^<r@DmR~1tD+cX<5~CwcT!`&2S6Sf5g-Wn<{$fQgSPsc|YK6IY6?gyM zR0jvXdli?s-{xR)xMH~VC<kpOdOvLZIf##W*z>@K13k+|p1&~%eh*~_U3eUn&*i%R z66YZG>Ww8kf3h(Mv68GuZ0N<jsrr4M4f#xogL$!R*d~YBuMHp^855BCvXPCI$u{J> zR%|fd+PC=_uyLVZvClx64Y9ReW|^}rJkX1kI!N@%!%k;u>p>Q7ad@6R%`60JEU<IS zXCY1N59Rl97CPOPcb*PrVafdyH6m+RIH#c0-(bSRlb#i%5IGiplzs`87GWXCnN^?u ziHS_>tDGgROa#4fvgXt>(W!j*NBLzY`qMpKb{%CROwg&l+mng7m`>S%l}wamg<c$$ zBRm>q*W4CiBE<adYL!n6>~AT^Dt*MjKeLCIKOAP@iq?jbqCE^mNbukJxiLVx@Zy9T z;mW<3gpg9ASFGRp#c!O)KvvI+Evu&KNN3-={HKSGx1Z{A>l)}78(Y_~BcBd-1SOGj zgpTb8WaLVM=y+-NN@$NO9o^rn#&<c;aq#?<+fPk8M$01E=g4$eQ-1yQ|4qY36`}r~ zCp6ezTA6$Q0SzlE?k1eNK|@h~%f(fxG(2zDrQF*>!<{{$r`*hGxHmR&sGmiHhpn4x z3eh1NZK6#}x~NF~_|ZV^DbXMJ(;?kV#rm7awl1os!ev9!fp5iBWGX+~-hP>icp0IQ z6rxKiHwiQBf~a_>)4Zt9lIWLLYQllyRMc28tQ<*H++U@4!ElU%t6tV+bDvUh!``<v zDTjh!*9Nh<yD5k-cA31nm;(3dj_l=h3K(80##lhXtGoFd-hCu|2=R~k+(Smv_piH} z8px=aKOlOtn2e0PYo2j=WNgmcdDH6*89gce9lSkc%(gxVy>39pqdDpq7YUFNyIwb? zjOY{7<I~jYIud5DoYu-JAt6y{{*|!vB!uXuPU;ZO>_24pw%3J(;eTEhIVQw;*R+)z z*hH^1_q#aEA>rfIJtA}aMRATY6WaJl6q-|^7i027iTf?hlr6EMxRIWd;O_N*f4(AE zGu4^2f{(bTJ=YHrozmyyxb`-&-VUzBc3VD*Z3R!q8uH<-TJWPtk`IMsC9y;bAD50l z(wHSCU*$^3XTp_@RUEyx4if~5jV@M|GeP-Qo}gv8G4vOE-d)jWgefoKxwk!xFnca~ z)AkWVC|<s$cs1D&Oyg~~;tGa{_~@yZe9iz_YEfay`Ua4ivgp(nG(fsK?>4JYA7bef zkL!2qLoGYDb#}2n)_T#Fm5J(ubXZ2Y@(T}IcA3@Q4|#a?`o)e7VLZrQTeh*zmItdX zZ$3R0;^E|Shh;XydN4YEy7Xm(9tKmYJgiRZ;o3l`htFC)cq9&Hi;C%C>z?ttyeVDO z&e8R<yQ&Lmxyrj$wz^23S-FqL(nV*QxyG44Iyh9>oqBaY;frXPeJxi93<Ix;`g(0F z4SjLpev&rUDs0x6QPoENl+M60Yb`Wc6~w-Jq6sz0(^U3OP2Al`{Sisi#I4<buFrp= zfmPD8zKi2EK$%yUdu2u)@6CFTd7n~;n7?y=n4&t=y;7ft7pp;`HC2k?qJ{^m7Wb~S zt74I;ka2dfDzx8*>o(3&h1G1nO?s&c4lI1|eD69H@H3?Y5>-`Ds4?xLmZ^+uWKqFe zOO&yA*FxV5s>=A{T;AgGLJ8{*UD-A3rUVtEKT3;<ZebQ33z{ra1UJS<su7CB^-R!` z^GpE+U-kBUR8>I0K=&H^DtU<9n_YD>N*?;7UMBt%awx*avx|<(;kS`rmHI1L=oZC{ zuMCjI^@;@v;VWg4+hE>M)+>Y8FI(mJsmow}OJ~o)IB6J04Y!5$Ng-s8(TXrbDGXk} zyixp?B!n76OK&MjqI65BUqOTf3OXEKKY1pOZKNKJ$cN%E=P8ZJhKOT(d$%+1pBS)0 z`AFI&F^Kt9+yG0AxL^G6@JSUH`KDnPFNbqM`4`(P$l}6D>RGhPdk)V3{5N@_nu9)_ zjvc*3r}&+eryK0xK>g7^netT}j4kte8o8JQImw`saSjKY*L{APFU*1U#1-4c-`IFL zthoFq(JQxAn$#{4zVy`yT%uoO<Idp^_GJld+#2o^Q1@ozv-l<D?;F@C?q8Zvyn=Y& zBa8G^8f>r)lsdjp*hm-pwjp_jh5F^apZ~mKp?^m;t+|ec?y|{mp*LBG@4964U$0nu zEetITV?q0o&C5a~7T*4f`ewjl!G3S;$jwnE#x-|m`@CjijdlHqUJDauZ3~iO&NGoL zvHI&+025g!=56(~WWxM*<-!?NCf<f#u1zO1F`wTxpg6=pjN0AgB%)7pe#yLLWHMl$ zu|{YznE|ca$pryE448cVo3+7}0b{{+o}v~Ew7VUM&R1sOWy;}e#&Z~0sDD-d%V#>? zSjLUlbkT9=nqK9-W;%A&W(IG&MJGCTk~^G8hkMrRH$|az=uAdCSP^~<v@ZDkK$ecG zUl+V8rRli)h2yI_PD6CuO(n5G8oIucc*1XJSij^+Q)3eiC%4H8IAzn2(!TGx!Z8}y zCw^-5htj|*i}X3=N`q!l!lo;PE4;r#9{bkNFqM*-?7EBw#tDuVPmhL6g}MW?TpDrz z^qTQt4h{XT^n~3Xs4%J-irU&og`37P5rbALd~P`;eZE0OgZYTfQNk6gwu`lfepKWy zcD^d>PQ`^wC5t;jh2^1{_B%Sn>lbx|28mIjE~a;6H=T-QYB`Ke^QqXGzEH+@kb?B% zkp_)r6ufKcq#Q`4pia%8OvH_XBgH&{mZcPY;M8BSCR317`XzGq4H-7>8T<C%B!e&D z{lMWA8C9W!CEvWsDDh%O#h4Q3jU7si$Yj{MB=q)uB;n`Mw`CVwNO+?~+ky-dy3#lo zMWRWF68cd6#gl~j3c4YYJQ7lA%$@TDNT@u=YU}LzA0K>7qGX&3{_kG=|D7s-?@HLk z^0BFQb)9`YAIf{a*H$0qqq;BUw?Po$%Am!W20uQ6wfM<FtN0kY7}M#b$Hytp>AlVj zKKzco)%sRyg5_F`j#DBgNVE+LI2mh<$L^!gCAh|TW^B6e=0PLeUiINz!gE8=Y+XYR z9XCYkj`D@O^bJv+ad3m~djl-wu59y&H-J_3jLUPv70J2Mxx+8?vG{q~wP&aG5wU=l zpu9sL;~xEoS`GB^X~3i0Ym$d$Pbrk-4jw+vnfmeT1`q9)&DNY09{9&j$xyv{*lZO4 z{uy}4o4?XhfJF2Rhin^Dr-%MrrB!}c^zixKE!%D0dgxg(*__1HgZ;ZZr+Yu^B3Q!r zUssJTq+V;(EK1Tv=KdO!_6@oSN?+7}R!JA{6)g1C1$1F_XJuLKRvl;@&v2s*YvcXo zxw$=Cw2^!1<jDs@+SuZ`*~b5y7C!Cv+unLj3)@Fdb2NOki2G|t$Ist1v9Cvbk7A-G z!YNy`{ggFf<81$1|BVJ-f3kQddO!o0rL9<T3L4n8`8@B+S9Lsh%yn)#ppG3i-j1Zd zYOvXK?CZbXYVeq&dChvh8iXyQKWbc7MdyhdoG&t}xKk@9@Z!D-w3~-FU6fHlS!le= zrTfYlEvh?LtF4URf%W=xdX%vKpnHK=uo7tYo0j{kE1_}y%%+ktMSTBZ7n_}{2#STx zgSk$MP>R22dgi_Yd=4Alta4L8@vEw?dm0KD<jGuhzbOxQcOSdp)$$NN=lF|1M)>mP z!>+q=a%iPAlp4I1MTC^hP-}!NV((vibH!8^qR*xV{&Hk7Qhq)t%3lVG%(z|Q&eG8B zdX)O%s1$y?O%14yNJ3JV8#@~!3DWA$HMwe%C>B4uUU!=W%&!hb{ktp<v6lE7bN$6} zwCt+X#JCv#AG+>4p2|P||9C?vXK#D&eeBsYsgUeYq!OiJq>_pxl~5@wGZHE*l%j|d z6)jOl)2I~Mk`ce_^T+S@z1@D_+wZT}?K&6!InH@p_v?MG>nzinBP!Y`iu}fi=GALN zF}3;KMK1|a@Q;SD|K8_eV&GoW+*3TPTUu5A)t(2ri`%yE)Zt;nl7A0|C_D^U2Kkv2 z-Dw#WNw`dOCt*kCxo7cQbT$3{vT_F(TfTid)8)v8PffsQPr@;A@`u-*pUZ{)rjn!e zZ5+^s$We*6iLQLP<D^i)K~8r_UG-58=E&=7c<kh0vhRK6Z#ND+KD@b=xtN37L!0+3 z66GM(*Q@5SF!A%^mG2eavN0#^Vp9EGHcp<uLklZo!;SH8^PMQdCrc-`xvyuV-7my? zd<7f26{MSu25d<0*tgGFjE$ArqFevXvhd32dhWenESM)$C?@x_Ahz#ksn0VONJi4v zrfOK&W><Xc{S_8`1w{SV$FtxQt+Q)E2n)<xBgGrRLXT@tnUXdO{aG6gxoRvNCM&Kf z5@vyQe#^8i(V>H{=D5Fjz{Hr^(h{EnCiYlR{RQHfIQOezUd#q2zE+aiezr`k-rPMa zrq9GtiKnVB#h7RjeIZv%XCfhp@?pm$1LOF<jzM^4`|^2~y$=}}c02XaJdFWb+y-YU z!ZV+YzdSwdP4wuo1bK@S1Bn^07R=RRAlK3<^#+pxX|~2ZqtA3?EvQ?*<Rcw#?nbl> z-KV2r8UN0%Y&vw5))Wozpd*Y*pPS-H2haTs$KQgEjXgKvXh27&WVE@yDjf$3Z(bA^ zC%RO>e@p!&4GI559<F&oLwwnveDT{fRAk$4oxDPWh=0M(wj3IcOz9cM#Sne@cHMq` zFb#7*)Hgf()9_)H)iZfl8mQxuc8hFi=wwW+`ff=>y27ii57cPbU-gr5UV?B=iN>8{ zG#YY`e*C(d=#L89%qY5_if4Xm`5T{5k@9xeE?N~8i$_=gD32ukb87WI{wgZmLIvZ- zbf_3z;eLGU9}1M~k6c^-m4dKCCpOykQc%9s(d}I=1-+98<e!yLFh<p9*JV&J6n}Al za4-d*?hHB2TSbA;F>BjFqEFi`vwd?o6!e?V9-Dbc#_B_BE<C$J#zZFFp5;M?{`Rg{ z%{pWhk6Xv!I|+gv&;PbRBtck!KhtuHa7|PGU5Tsz)1%w1*=pBVCMYUPz4(ckh3TeK z8e9`(uJb>%iDv@!Cyf_gs+%A;d1>2#q6x;-KYuHeGQqFt;hzs_CdBbZX=e0*F~(8~ zFT5`{Mtaewq{|zPA?)zzvG|M;CXz2OWse)-{M)$JFoJwNvteEbZW==I%MWArazn_R z<eRL@HbB@`{Vxu&28cOL&i?LV0HdXkF4V^B<I%lC38()1oN>r~f=c?}r7Gp-KGH)z z)mOrc@JmFltaiPe9xAO%ZAQBI7+v7CVIYf-b|s&lmIHj;--btpj(kYCWHkwj5?y&i zIn4N?3vUz7$;%IPG3?r8_qs$Ex=*8b-P)xK<)qcrwaay(DNd3;rL2pbq}hmy$2zzp zp!QE8p6E(eKyc_<9h^VCY&=DS=*|amdC_5Qw0_xj#4u1BC4*~^?)swz`ztbKf(=^O zg@x<9`C8cPJ!%|rSQDQGZA7*+G%;LlDkRsUfj2j(rsNn6WHrcL<Y;Li_d}!0%|Ghs z7rbK1s!#{ZW-@`|sg4&Z+xD8gRD<%oV^KYhYOrd(KC2_6hVQ;ojccP+p}F*T#R;Y= zR?C~FwKl21HP7{yMz{*5P7hoVolyq$8R<kzqB0bk%LDbO${4ig*vp(zf{&to*ZyCM zcsshsaOi|0X4UhP^TZUPz2Gb>vQ+_f8#m5$S}8y>Wvkt(tMVA73z=D4$YU*{x(3JP zFz>z3{Gyw3xK<RT>A9Ea3jMLj!2mh9|6ZM*At;B&-(PAKqh+BsNj;pXA&bFFMWV7q zUy_x&)}C~c!HK@$u+=mfWcT$Z&$>xtCMa6_=_@Hj+8;=7(Urn2aVNPw<&uym*N!GE zl_ZXDD6D}{34B_+TqtF~IPP4Z|8KdDI98q6PK}u(4oc5@Z-pu`I7COQ?{pNyP>RD! z+jddZJoHLln<|Rd5P8G$U{U0p_$PMuC(#j)`D!%>c~I_?DbFzG!TXzgSI#ui6X|i= zu?{X)nYK*%S8>sBVx~#Ikc($tFHaW7aB(A;b%pE8#XW6Rhqjemj47o~s4H?2zfVLf zaGV2MszFnCI|t>@e01F^I2bKg3VoBz!8I`-UC$s6J|AeLe|F{I?cIUW!zLVbnbn@P zQ{~`SCd0H-go8wx<b6p~Y-p6J)T|q2<3w!OKG_~NEH1AMyi&);)!~{2-bHN0R7^dT zPh+Dk`9SCO2sZ9r^mJdliH#aVb$N~*8xf2AuieyPV@=xl4>LL&=L>oqCdOIV^r%L* z@-qu-V!iZD?z2$UOr`v&V4*hTMe^HX7AAjMnT4JpT(eh5h#Jbm`F>hqracR9n#b~t z`7EqZ_`H6;Gz%N|UOP~=kcHHQVZ{|gOiW8J%>VP4i9V+6_|^+dq^Tw5FH2<NPw2j) zFQH5fXFlyY>B_{Rot4vcZ6-eN_?+FwWkOs+SxE9d1D>5Hh4vIP@G|ZAW3?m(4sTPn zoIb>W1g|}}cryc$e`Q;A%o!;6)7><o#DKM*s%@4a1A-;T1-4GmVG(}X(WIZ~$bGf3 zz9u><*Z(|u|0W&7cc!`$i|APM`(&Pb5*?96m-lEz(_wvV;K@}_I$Bk)?~b>jqprDq zc!wz+FVr8G*{Bl^DjdN)CLIb)T4eQ48lvCd9X#-!hJt~4k2iM^PC2i(+rF6w^U_G} zyvsDuSN5?d3yA$yE8=dRq+xe+vE!LY8hZEt^jzgjL)f2`d7ADt%#m91w2x22*a3QF zsWc5FMZ>+3i)d)a!#j<Csi3c@8xMF+h26megFZxG7{gDFj^t7y-`f50S~L~uw>jNQ z9jQ>dKan!mgo+YnWm*;CoW95Y);@z2^z1Tlp|((<vgvH(b)qLb{cdQl38Y}h8O<(= zD=`(Fa-V5X@Y#Cpqf{0J`fChtJN<WE3q$*l>PIpfem!7(Z6ZU7srWT4mW)bA`wl5D zGT>*d`^=P#+EpB*>x=&9`uhKOdSuSXYqy%=wa}Hnmmis7Y}1A_<>qGC=$2bn`Og&o za?j_K=9=R8l@@~@!ZXR2-X1)3)C5$m^w@JUCO9_TS4e(tj96J;i`Fb-JSr$R{^4tk z1zb1Jvj)bfeGzIZNjOHGl~%CssuAkcELmYvMwolkz(DwbA@2CG%6Rh)aU}TRFn3HJ z%^ccnoCM((Dg6)9?Rv2PJEe4JzaB>UE=y0@>)}MojruNWJ<MIOZG-nTA9?divT})@ z#95CiZM()tB=z0sk}X7ExMsx_d_IbMM4F7}^U;0r;p2s^x_HnZ^~NPb7tg}7Gh;(^ z@$jGA%W6|yXzzHTV!cQgcZ(Y~nYQU*mQvtikgo&5ntcmp!*n41Zr#spD;;nIr2X^A zItUgMO;}r_P5eKXZZp%?MgZT~=w`AOyhUG+XUb`zAxNS3LXajZgdUVVlhp+KW9Krv zYz^GXa>%M!qk&=l@&u(h8pQG1tUyb-I_!UM@b6Ytht)DU&)POMRIc&WHt<lxfvv~( zwm(%xgndoeS!Y%B>i69C8dgC?2<3CUoeJ8Svx6246<pq=HB-{6jK=W7&4T{Qphfy_ zmnSL1zLQ3yo>Ibz@Gs0=6eVo%(#)8js)(#J$CQ1>74Z4BX@Opd0_az2E5*zeuvJ+- zk<}%S-lV_%VNUX({8rg0{YwtXPnFaaFU#Rp@~`k|7dh14nzQ7cm>kqXO^vGG$wHBL zV~+GmS>!py4STMXg@#VaLHr>c5*a7pUMvH>r_t1lPBPH-Px(|nM+SE~=21T{l}0e< z^FYlSDP*=fWw>-oqPV$YxNU_bx=P-Rr9G0si%t)I)*1;Y=O*zhiH@xHZ}Q;Fi=%40 zQbXMnF$CQ0b}mX319#$a-`C%w(AoE7{9vXiN}_kXQKgB(Vg9+<eM3C>c6{{8z0QOD zp|2$aaXgHSrbo+r^YHe>Y-&Id563c(n1<-`z=@G)T&l#ws*ANh%!jz3DZCynZXxFG z%BO<4T=)y^;Upa7qWctg{kSL5ktyj3o)Q=L2VZNM3~^BMf@*Mra0)3jYp;712TNRr z<dpI`a6C}lRvXWOx<a{n^ga$Q)SUI-9Kyl)k{kQP*Ad%h`oTwtzO*|W-=!(X!SAbY zEL#Y-BpNRY3Hr{4=z`IS*ALjpF1}?v9nXgGrpB-5!`RqQTC>H<lh|$_T7QY?$C6*` zii8E(h)YZ)m5;DcQ#{C{HL#Gsd17lvISU7!1?XOcOTK4SznUR>F)8-)&h>RH<Ye1V zdM#$*hQiW<Nm&;1cJ|!QBU~aB72wP1Bl@5x?poH!L~og5oNPMb6Hd~vvfWI43cYf3 zz9kdR{$~U?Qi!ey$=~@g%D|9&lEB>_1{Nk9eOCX70i`jr?cN&<*nY6H5KCv^=7|8C z3&9NN4r*`l^JHKoRAl>VX9h^=_s{BEGtgC@ZTel80srsMUCvS&;I=)#>orNouCSqb z2BUN+?Y+GHQ41XrPZK>(SJGi9Ea|77NC%(XnfW-7jvW0~gBTY&gtTlP7#q>y`*tO{ zk4s19<^1O%UujSm-DF5=qk;V>>(IOFG;IDilTvk_hJa5dd-ulCa8oN?z-Si@nrdfV z*nTuzG(Vg3*^vf;_{E#MY>D4rX?5`BQW}J>F7oSHOoM3blbFXwG)VJ%rt%bMaQ_(@ zbeKoO;NNS3HuGo@JIpMyCLB^}bkp95=tcdi;MJ8EsgPJdGuLnz6$|E6Ev9%-QBkro z>#H>tJ5{-Vb7ZJ!9$9n5cMcWQFWir!?<t6#l9iokr+{qzJ$0ao0@KP}REJ2y8?STz z{&c6H?(U=ND}+Ci>zv}l#VC;4l6>7$fC5(YmCeJi$avkS(Xi<(8Ad06P3!F?<5pV9 zt6FO^B!6a~Th1fnykfnq0^t$=na?e69+RNmwkY8o;gEIPTDRCmlQ1QHA?SxE38nF8 z&)+mBVUbtB<5&d}R>5~7c;5eb<zYCtbHz6^<dy$YtXpo5Tg>#ftR^#@ETNVK9W#ZQ z+U-kS114zmcguBkGC_!Mn!3)6G1iV)Us7l=hJTFV^pQkkEI%4pue-?@6;`bzM+;;8 zEIm)#Ic|hBiKbY+QX{M_x~dtp-U!8!O20+k8xrpa*BK3lhG>fL;_XQ{z~Wm)&h`cR zXnT09evg<w{IS}O{6r7_OW4V&oAr=56n1|?R}Xs<R5O@A`1tq8{A)-H9|>+^w4`Hv zhzc9?qs;iYVA&*RxR4J{O3s_yx4Kwm9<^ZY4PAVwoZY%3P8U6M6=hu4>!QM_U8vSl z7pjG>Y77BgB#eA{z`UXZ#zmXLPYF73@XiZ5yiNy3)2Xl4Y3X1jM@XlUtAn*U-;;JW zYh&)WqoGyC+So^094a@dg{Li!f11;@K&rXN6*khsd*fS09}j4P<aFUv{#;Eom5*QE zc3cBqk>dg$)9MJei{T`mRmZ>ThI`&l>UduIDOA5m4VzyWC0Q7#f&KExwUI$pn3jpG z=nGQC?BnYfJH}PO`S7+l>8=Xu(?8GnC8|KIv9+a+=*p$UJ(ia%l<_<&u5SAZWpv(A z`IIJ4I3*yfxT0JMJC3WIkJV6uO^1AjMZO~9F4lNH3R8r$e#@}|!X+=0%q-a_6;N<> zk}uOMkK^~Wc;cS&aQH5~(rrKv7LO!+Sn+b$GSaGOvq=uas&d+ggyc}ZK-C9(WTDq# zw8#vypw;nJ3P)t{rpacVQ;`fN!tGxgY?r~F>nrx{Rh2<qU|rO*CTUbLe+k=^O5xAW zv1Hy(DOjJF9&P_A3DLfU=EpIT2u!>_I?^YBTs_5$V|T=%JLFNZbXW}cI%uO&v0{*T zK~oB+iow}OFSCDC6hXa5xr<MT!uQR<-?eK+k@$Kc&p3;RxpP%s^&R73O1W%xR0t3K zr<%8b=!Qkfsu=$tT!cFcJr1nqVs}m?w;`U3>zM(e`75{(6ZAQwqsE0}c|&nKoeSZI zyw%6%a3Su{7A4-#flSMZoYtotG(>LmTuJmJ@MVM;>%VoC)t0-e6No;PU%0Y6oP%}$ zX6JwN<lyU_qx&mX5FW8MXf#pbpn84Ry)hOC`wuph^pH5n<>pGJPqX2Xs?oXf3mY%T zTq9;W*^n>jB-PzzgYj*;qU07EI)9`6<j%4osQGB3`T!d@zj`k?7RZMC=5tnW!A8o| z6`SocY^+@0+gkCJ1&vzaO5aWvJX}OJTr6NA-e#C{BAtbPp9A?uF)SSVbWq?P(G~w1 z(_oSo3+IkYClpgz_$0Y!dE^`xn8|u_F29&i|IvLlp_U2JbQWV}Arl#M9JT#@nE31W z(M8IZiQ3<%)2fx3u=U<}KV6Cmf#q-AwI&#FUE?j+*};H)cShOG`wYa!eX@<b#z3p% zfoN_r1N=XECbxGpppy65aSPFx*L*{DVM7KUd^r8_wgdyaPtLm$^xt)l;tA=xU+H+2 z>T59kf=;}ihfX9DJ*jWExM!J4N7wPRAD<7<F*vTet9BC|x4j(oa=qvf_lRW#uOR%f zyT)me9O0K&e-6E7(6LcpNg?194K;uIdu+Rio}4s{q~9mJP#dALpq_?}^0gIX)ihMR ze5TV)IK<zxmv!#cf8VQO*c%){Lu+B)u-G~pN(<j^n6rw8vdpybr{*+7F1^VJ<<Ri? z+XEG=IW%OBR5w_Bq$0HHu%-QbDl#>Anv)Gw6q+|ME@e^CVl47aWIfT9Vo{+|Eh=vG zaaG(1cK}>KqrbfO-JlX%Nw`CoWYfHXg2rZvx?p_@`rX|cs3f8*voEve&Y>XOw@L25 z&w(9vQOdjgl#E&8U^BdujCa$Go#v@zknO8B)1t`8dS!X7){~5?hZKWED>Bw;=Y8^% zBBOnMn7$c}jN$V6B(+Hr2H9(>f4m_fw5avQ<$4lM+qNBZK1sqCl@GsFc9HO1x#Z^f z1`;Oz8d`VSlaQ)sV|hV^1hM-YrA_{bU{?e$P`6tIn=U@{6OlKEdHZ^?J~ea9`(CS3 zV`&cAb+>*;JDP*?v1aiQ%M4HA>hwd@O(7dIbmDrx2|UCL)7(@|;22tda`>e&-WjHB zI()<!)QG0*RaV9*?|5jf-)Dr>e;bTPb&asV?0~~anIRUvh~RFuHALCMYatY}AwEhN zkY%<SVC{F^%*JVbtc_YGxPGZV;*THDyIiM-h|}JeTh{2oH^oo-kGLK-?RN2b`-+c1 zofVh#!ugmZ;qfAK6(3P&T4e)e`B?wa`)4(ik6$uw;;hfQuqMfcbBV4<{_Y@|Me9O% z<D||v4_zFMjx=4xB>dv^HsAQI4xWDw%3Tnr11+1`AJUt3u%<=v-%6ei?7jA7lJ99_ zcR+=*rGqvul*ks*Uuhxij;5Z$3N0vwr7B1ZX<<3}#hLghP3U^pq=Zm3k#_Laxo<Z$ zP~H0EOk0=+-eo(kaQdN+8iABf+X{8GX60_Y>aLD2ubF`g18Nwe2bD<Yt0D7B-7e;G zH4Ntd%Usy53OnVC|GZbLf)d-z`|rMz+H%2bLeHz9&F4zk&h;wTS02%^?UOQ^tCFTt z&M3nsqE_ha7G*4+(>S1}qzr~>RnMX(B}8>;?YLvCgfH@A=k_NnqRBd4`SU#m+?#Ix zlM}0e$>B}QiWe&2qt_wFZ%^g1N<`AR=a4*R*KKXwVIq(IvoHBoeR2p~WIMX!7}1&e zxgJ`Ya*#_Jx;m6Di<P_Ni^##Uh)6c;*`X(kg_401$14f1%)a9-Gm^pDYWJF0FKK+Z z-^-K8mBQ4My!3b*DQxM9ihDI837UlK?39BfwhHey4{VUY)Cli;v77`#jIy_tRf%KD z)#4DhUkrtx1OlW3iLSWkBuBgug;G%6`O`U~c(uG*&COjDjLkuES))9pSe}&o(#*rA ztE>I593(vQHg(8y6Ave$H+;m1hnw_l%LXAH7T=8iW>v<;fS%*o^cbQWzt=i<I&+cp z>i7HQ+FW!kmB@Ac#lg1N)lN>oiJrL5ULAkK0mtIFU|KT=LKnk-c@kaepZLDuM<(Ht zzID$}M{{sS>foApZX6tlcy>3!jDs}U^~KMqL_b~?FFicT#^=9Z;V{C+lUsghYGLC~ z{^wBBLN@fSI<Fi%&4!|c-*nMFHvAmE{tP6#@!B{p`<ERXGQWP^+pWrm^RHefLpB?m zBli}(n`B|IBmUZff&bR&7Yr?KXQ8+8(8-b_!X15j13^hFWPMH>JmSuRuN~#h=H)C1 zx~-ObEziP{1+C;4k}N!Q_$uK2mx&#FHTP7vF|jmVu{-W26CH)y_ccW_v7WvxBYqnb z3f0?%+}AL%?Ht)ap6H2AD#_-t4imz<nhl8(Ovta?a6@aF0p@{@ZH4U&{H=Z>>~)2K z5P!{2i_S1`vcBQKi5(1V$XVH8;r!oyBNO(H6CJ5uSD&85W&msWrIUkns7)s+^t`0w zXZ=pE%sX^wk)Hb<yGDom({NMw3v?WCnwqam^d$bK@zsI-bUgkuB2eN-2kA(z-gzH7 zMlN<R+^p!xJ@%5mK!FbXd*=Mxi|9b=dyi@XI%>QwjYof@p|Z)@%JUr!y^=C&LX9*; z4?WMQCfu?|vX{O81P!WBoJ6d`XgIqqdfqoz8Vp&VBR|^HU@s99*}IGe$<UooT8N(9 zjow~yNScO;cM49c7SSO7YsC@g?^IAartCPKRJaAkmcP42#d8I{lw_hOCQioV_K{TF z@;*B$Ms(${z|5ho5>zzQmYFyRQ&D1h!%X`p1v`CvGJkYYAl&|#6p%%M!y~TB-)$7w z*$rK;w4xxl+&>~%f#?n2D}E(|f<<qCbJb_aIAtzze6WX%3FZ%tPNFwQucvp1UnHZ} zYR<Y<C&_SIe6#Dv1~Nh)+&Gb@MMgoN(;qWo!YzCYF|%nBUQ=GIq<th|_a?2KIhRRz zm|pu{eGdt0f%ak)e-fsB<_pf+{r}hZ-*_sPRuVnoI4o+-R5ypxVB_P!SaWpICtrLI zGe_>iy%zFRbBK#8g>^46!`Hfi4dlb72z<7C!tss?#*{6EG#pG&v838&;<YgZzCV^Q zKVXdKdQ<bBxEkZ^iE|eG0VBjthu;2k!U&C{7id0IBb=K`wR*S95PG%JoqO~R!3kKo zd*vkq#B;Xr%zo&jMk4EOXoNmAWwnR=)bx?}fG;I-S`R{Ut9<RH^dOxucqG1y53{O& zy~(Hf5J_z~=WNS|?>x(aj=6kv>i#tC@6g4vY^}!Cxw^PcvgxVz(#3(KQw_O%U69-b z-L<K@I4^aPI{R4%n|x~+7AZOi%{ce=xu*_xQW)v#20HkrbcPi5LmP{o^(NI15I(t( zxUZa|jkklIjlHE>IDbabglVXS*EfrDvIaD<`p>=Y<&K(gv$b85D69$oP}xb;YoOBZ zrR`NeqBFAVhb;c8V=8E7KPx~Tc9;L{7Wl1(@#Xyxj8TJB>fGo;jv6kUdY``Vs4CL5 zA4e^juZlB2bt}#85MEi<M5cSGK(ENr@>07pl+B(tf7+~!7-xekq6}q>J(Lvqc25bl zz1LMM3zblP_GosMuM!Ryx%}NtRf65=m33z`6*1AdaDC2vMJUwU8`c#mKu9ejyK{vC zR_<YCDBqRGE=^DGGtcA@kzTu}ELaXr6$3kd*vVo03)yY=>2kRBJM@Cbpe#1lj7g3h zl*M0>=jW`x$-p>JY|W_(8FXeUM;O@4z}h8e%e)Y2RC5l>I0s50sqs(*|F|Taw+g?h z`X_;jpwP34u@d;weDoHLFM&6^6O?aMh-1}Y#h$%mVt5fB5MW&?hH%4YlAE83;+*m; zrQmc?tSd{tx^cBA(w+*e{53}uNug>B9p3Y>JR<M8T|N(&%+Kh}p5oz?@pQv{7alf> z1V`Oo#)Iy2_UJDbvAwY`ZUf;J<4)m?HTStlW&G{?l*+~Ck-40LBU~8$36Bjk=VFuF z=0QazF05Iv{L&V1@l8y6v)T{`PluDH$GSO)*L8gNoN&wg?fi`BIu0U(N6l=naG-5H zl~r_{gXL<It}ekG^tOEbI<c06g?G45E0%I#R2{QxBcJHdwS2?*;v5`uR6c!-=#9#z zu<R8>YzXyL4u5>ihWE<g!V82`!eq4`ndh?6De-Xn`hGTqeaCMbd9qRF(<!-Dg7C^h z1?e{vEHwYAczJS=g&SaOpSsDynjx8G+frE=Xy2Sh+0VlC$xF4h8;I__``|&<VL>FJ zdD#CS6C;b?jxYVegyxa;_sbtLad&&XNK!o$*O~2WWipuf7gOC@wT}sAqv!axjZE0P z9ey*tn2CN8zoCL~N*q7z?*<YRsnYo#!oL_;q$lk6WsrfV77AnM?hzgt$gnwii-Eke zv9DFL7!b~Vrf_#J151x>o~jCAAae^C@xBZQ78rEx@?hX=qT@yjYX&|nk>E9mF>vwO zipe}W1M!86pCvD3pq{p3cKak9-A8nP_O#M*aC~V{Oer0H_ZzpErO+|Xl~^+#M#sqm zTJuso=$Lrazhm=KIwWETV?E922+Et>A)`pg-l>;I9|_Xoq_<$-sqZwL7&PqPJ4i#! zR^bQ|(V5R0tqxyG37^~=Za#aO2BWglC$2kbc$#2l$sxRwEmKGRV@FJ@XB#?9X;7jc zp<L6T!B#uT<+LOX=37Sed=}C$S>s;n&`-q$@1^0{IaEl|;tn#lQ}H`^nMaE$6?JaZ z^WF?9L@OM9e|@4L=hA3j;T;P6k}Pf3<WR7dAN`RQNx`a!i14F?TU1UPp0bxC_V4e# zzku+HaQn*@RUKq>-Sv3md6|rh-k0AlIZH<DzON;Heq@|a+^KV#a7v|(c9xC=8H<*m z&{!ZyhP!TD$VeXvBWnMQ!m3Hw68&|_*7GE^7VkeGag+q-u=&e}Hxquj<gq2zkObk1 zE;~0G2@bwV9{hPET%S72oaqz6VTp@ztJ?qPy2v0(Yo}qVImRrc4yk3DWBI3nHRryX z;a|=6+10A%Sg@`ulH_cLPqUYb&aF4am53Id?E@xIZ1|U46mEj+^K|C!`)-V#%^#NN z=Nsce!*byp8phaik+H`)-3SItmRMO#8^S87B1rzAA&funG<-4F5Z@Eslj2Vs;M`hI zoicM`Mn!!2)2)xLBQq0My!GKUdF9ZyF+JGMB(W#z^{~@yzT*0LJqU`K7BH;zK#D&n zw1lFE6DsRh9lFBDUZ1%2f?N5h&V{bLB_Gk_C%1VMeHrvKOE`R67Y+Glx{DHZu}G(m z7VV^qijMpeC$=s$ob?T4yLGU~;-?KKLkA&>-^&y2b>KIzSj23h4vI=1G}UKmgHfxp z!a!deQk^SlJ?FLH<W|?YGe8Rqa%S(z2y4Ns|C?QEh9*LPgw6@|(8M;`vKN=eH1I0O zssG+?4QyY%ujCj*183VxA78knj)l(85{xX=F)y~l;MGkv$XVdg31c-Zw{Bz1eX9ze ztvmJWcB{hZ?*7{iUsNEZ`<O8&Mg^7^50?CSL3HF(L2Q|`GIo&qS1L6sp@Us6b2wB9 z)^U9;-<K%i$R}&#m?1@c%nyGt@mvus(#pUo4@E555;ec{g97oo9jwTSR=|nJzQz}g z74WG)T(G`J9?z7t+@6KYBj{kL{#KqmYUlG=wx{JVI+e4;NmUNNT(dP4Yh)2~Htj>7 zw=90{bxhNcl7$4nW0&JO8T7r2R-J1p1NWG_39KM#7@Tu)T-7Z_JkKghihfei{cP#6 zZ=n?aP<aw}c1q%-OqBPRP6@c&r0o;amq0KlB;}{AIA)qC)w4NbSmEiqz{XSzGoM!3 z-hD5M+^^UE9@;1hLC4N{*#V+BerC&?H%6jRzcn{IYKVu1!0`)7*LZl6`O!c<lLu#$ z07>sHJUG~2xgTfBL!yaV<AX&!jOHI!-u{z|t8?^eb9%Xuh|i#kUEo4~RD8Kt5ErN3 zi>W7CanUNL$C#Gj!gbSvBT@f2IO_T~ckm?#lm-XRD#9rlhJg#sN;ru7cfoHcjf2wU zn2RfS5}sLem;BX(gEw)~+8(+b3`p|GOlb~Mww(Vu!sKA<2=!5;5C{LZZ>>(8Vq=%p z*)qdHHhix8Nql<7#+ksS7eg!9&|Px)3^R?5RyCJXHzSCi_<V4sI<TQF-_+A?&c<z~ z(7%l`Y^+Lpfq4tqn7LT`Jn<t7Z<cSJv3$b9N8c0?dIJkZAKX9ucOGn?f0-LCj0NF? zOJ3Yu&qCpQ3Ae>2EbMVL3_dByg8G=Tp~*KU^209`XEZR8+x}2#!xbjxxa7#JIM0Ms zzTWRkp-ku=zB*{&#DwwibJcb}6I)j5=lys7%m0Z_l<*G*+%JmnN+Y~7^V-zjp@ac{ z8P#g`Sq7{XbTaymFfeuessA2723AN!|NC!!WlPw+l|5>NSANw>?pee@a-Pr5iT89Q z3khv5xJ!r1ovC*R39n339r&v0blee7)G;Tf$V5%-^F4%LGJ|#(ZK7j$?duJ$%jr0K z=6bOTpAJs?uN&Q5I*y1vuuhwyL8dVFjZHrdmg_3he>BiA@bv0}A2(@eS*~&Tc?Atm z?x<hO%c3FSP`ccvXc~4juE3JrG-Q2y6uW2x4P^=<VZ#nItd(-rOd|TxR%2UbL!x1B z<KxTLf2r`;zHK1xDi!X=+cSAFR4h@piCWF4g8RZMMUq2B@rfW-(`O2TemVDhHc$|v zm2g1kA_dR=7kV{>Qm|TkM3SLG!LXVAZ2B-6A180SguWu<P-x^uuZLtTpQ=AAP)Nqc zs;H9IV`O}|;4NPqLdIon$H-*DA8L<wzlpFT_QyeNjSd;k4?{=V=91yRE%jW<C<#eB zXF7^sks#=MP(b($2|~r0W&aM5P!o7JwceYAbv3ewj#!c4@n^1-zZMC}UFt7Z@JP5j z&FL1K5kYiXh+X>|5ez*t)2ON!K}egG=F&4FP~`biWOj<cI4tFf?=}%Upg#9#?=^=! zr-3#1wK<L?99q42%p7Z!s}Ae$HOGm6w&EW}%!uQ84L8-3rkK0PAj7`H1a~f5n}zt9 zAe?$CVj<H6zbcgb$9jy>|44uqEN6_0#T#^Dx{Yvtqr(<0T_cE<zP_Q;WC#{daq$ru zL!1|E6`Fo#faYCW{d|=S;AAGgEuu^x$v<jmbQSe+aOuTnBcdlax9l_z-m3?FL5nz3 zOFdlcpqB9d@j>H;?P;#!gIaT6KgpAifLVT5J(rK4mu1v#D|A8Azozhbvo7uizZox6 zAe^$BvEl1o9i+9)<~yhBAnK>n%GwP&=;rTTdqzPA2|p$CBYL%wz2I07ZND}wmsF1A zO=-b=`|HV_L`PEE6HGGPv`|;@u5j;^CSI!j=+RuQ375;t*1@kdFn`OHzK+8hIF}n! zzS&j-qbk$SdcUh9{^jO|sW^2!QEwF+)KG_RTex4;U7{b}vI-%NYAE!%@4DlSDzvYa zID9;;ijr@9y1A<=M$fDMzBi$QYqM_0L?cwtwAN+)Sy>hIJiYX2;JGqn7}Ev8dzE41 ze|hyXO=Xn6KdVucqJ-pb?<LhzO31xBKgqUH5&L5QG6h`~p&^kLdHlNq`tJRGzi^KN zmVO!eIghS@;-hQYS*h~)+<4{mdPRB2N2c}1J&?m9n}etJu9w5dXUrvT3UY`uX(%jw zB8y8K%rXbfWnr`M)Gm)<8BAgoEvrNZG*@#b&r1d^c>@jNA~GnLcXvbH329WE>Hc#@ zS{maPob1^oDd=6=?>;#!i9HX~*A74ubthFd6B;D&E$YQYos0ym+kQMT_Y}viL5a(Y z^288X|9T>oAqMG<QTIAaMPZ$k9iKpS<@rkM^q&HvFjyGweQS&diL;v)IusB-`OwsO zpqz*7jJ#@!2M=<c0XMQOc$n`^uE?I{qBwQo{oxl}92BooG%V&qy7b%ir)Rk6@^kwO zq9>>2svpJ^J<0myl5(HU#l~TcL$*ISka{}kYw?YPJAEvJThBOn_<r@1-{&~!<bAid z+s(oLdxLfhd^lL@IPcXVOAfmA<#fODi0!g^nI}{Z;q=w}ix&{CA;Es>FdKg^=L~Y+ zu~B6(miMrgjUA7YH%DJ*gFRoebx}GS&6B6~9vx<bcJ}4`-GOX8qrS0n*+6v0@#?AP zV8iIZI^Qj_Z1^Vq`yeFD#zY_WbkYzDZPK-D?KT$dvrm%#Tc^+6H2v+#6&9Ex!xAZ3 zL{CBk?u!y`IadC@a_ut0H~Z)3i4t!4>)$nzE5brXU3dTT?@V;dy_`5%LwMxH(2{MX zOcZzw3K?fJasP3*Wqkw_lM54nZ6VyEHmF!I*NO@8HQ%+}gqT<tcyk|%=t}*Egx=@} zgj-sVhq#t9P$7NgRowvws_H7l(u0U@L@I6Fv4H{my<;wNgiDtB4*NV(X5ekjrKltp z0|(EQILVCC(R})Vb@L;lADumEZbfuZ6Wj{<nRK{pHLU*-K}U)uqq}As9sH%#0UujB zGVWneT$_%a(|pZWVsuniULJnNB;4|(`ds5eI=0PuFP}L@L(TE2y;iSjxZ3>v(Ti&| z<kk4Depo`ofspa+m?Rq99w%A^#L(arH0$E9mxgDhsS6FZ)9^6i*1K7E8cgpGzPV&b z^k%Y<vtOS0JLi_ZcV!Z8nR>eY#~Ui1K6g()cY})S<UVPKGgP?N^N-d$QDMoBA1$|} zB1E)iWq~mjUduDAR`aM>>@#EV=K}>>9hc5aY@(q3$8i_C3<`9W=eN&<Q&4i%c2nJ2 z3OIo?F^3E(aMjXOQxvA)Lg|_>jeSIKj{oW`e@cd*Z>RUxD`dRWdoIR}C1dA|LQ<;_ z8N2RV)St5<<MnTDij5K(!*&lRe*Yrj?IUy3+wCM!o_*=sbAyD3^IwZ^Eg@k{s{Zoa zKoa^FIBIpTCE;Wx>un0*l|w!m<Mc@p+|i;;(7uQu?-YH9(<hPtbv{hcYOT!qE#}be z$#43cZw|!OIIlWvj)h69)OOD?$EWzmPDM3lcye32Q|^f=ZbeK5%WzHc<X&{afA^(~ znCySCSl0yiGB?_+y>5&|(Sx)5R~aK%WS70%J0rv_m0Fm1#0cbiS79j~BMju4HgT^R z!n*8`+|3ySM0f6&I=RUJR*y6CeH#d;1Re^w>7$SQove;&1$|s|yprYAr3bBquyw1> z=;8j9<|1e4p*x2$?byYK%}1{IYz80x>>oqV_<U?K6*w*TR~OfBd)y+O*M)exN5Bm? zUA!+?_vW*ZE~@^mzH;&z;SptvcS;F5cx`KXt2lz_jpvOy+ii95>b;Z0D~1l%C%#pC zcTXF~4u|>GD`?}b-^YB%J6dQdqz-@6)IyJ;)9mRMP2_7WwBK#1i43!Nm52@v(3e)8 zNYB)OD9N*Mornfv(v|;()~X|X#g0|KH>nejdih!FpBlEQY&kS@L=9GYm3xMksG+~x zCBTB{%gde<f;;!B!bH1epR%$l%EFKQ4((MzW6S8x#BC~g)H^?C^1Cw9l0~n7J);bv zu~KfqVr6KT)tu59R6?K@?ZSlsC1gH7a(doeB^dM%Smy6k#P#BR-3C(%@UKW;zVtBR zlwf7kCjts6(CCRXj*-W~@hbzff8?OBPVDi?6gj+0SA1(IDhDmA{=+|x%cAr#i*iw2 z7T=3}9_#nXK&WWtebEpZ7?Z*~PnpPI@cQ%Ena9$Q{+2Z36ef*OEt8DJ?NYG0Fg<n8 zP6{2T4(m-<N+RB&ng7;I5*7y9g@;#2AnMMQfLs0I$aR+7yDvu^y-&_u)|3!O%3QXz z+Iuk!jmXXfM2X>Adt3Q=t{4=5J$iZSoG5HpjoPjD5XFbk5e;XqC^&`2-fr)C=rCK& zuaDy4RDh&~y&n(csrO8owLFBd|J39XeG%}AmtC&HL&^=~<mkU#?5eN$lYNH^pQAb# zB=WhqVEv%@lLr^hFN0!=mlON<cW<6~$3gi>e9O5O4tCzYq;FNu!H#jyjnai241RFC z`7n`#)2pM^U%7JdWcb{Q3~LUAV`@+7DRc0yPGjXm8V7g%)<vF}VMFpvaF9SR8|$sM zW>z(^QD}eGK{ua`3XP3Rs6<cZt(Q+V*~o@omyBEEVm8LMG#yhFWy8>P&-eQiER=3< zUYq%qg}K(>`?tSiVFMU*M(SCxa{3W*pXi5mn+QKNlZBI<_od_r76jIw+AtW%!ixI1 zuwASE`<{F4Xc1i&hPCv#1Bxv4&C$M4Mq}ZTx&DChPbS1<dhDz2Ga(x`E$3Ro#H|_S zg6TviL_4ZwPX{w$|I;=>!k!7?YW1Uo#!M)uhqT9vGZCCu(V_g0f&A?f&d>W9m~HQ$ z2)@fe%5a%`LLCE2#p^Xfs~A|QIjCS;z`#V;djaD-1`;`Z_Pu=!h%S<21bH#=?#r2A zk|_g*5sT}R=?sYJj9i`HM@RO1U*EP?I_S6Z*DlMVLwGXn&%?b$chstbI>YFg2|r`L z%ax8K3F8gI8gzWwP(43w0UZ-frp`Nl({TFCg&w;PG`ul9c+;SVhIWD73mL66IJRg> zzrIR?&^s^nk~|u=7He17M$+K7C}2b*hz5Zc`2w|VG>r84Z~sg5q~7ze!{a5yT-MTi zU7v>FD#2R^BxvCJ$)~waQc=^`*wfWc#d!zan^6~to^)@cu1=<6+IZcd@g6D`N_)o$ zZlvOgc=zJnDpUxGr6@bIsK_+BmFY&JV!ckf-VdTLG5f5>%kEInU3oihbruCeYY$Q7 zBPm#(CSmg4n}T-{W`SGOC@9o;DWN=vg1x)N*Tvi?<AOy7Z($-CCiS9@y*tQ=*^<BP zfdd(}{j2`^{<n@2aOs)|i46DEF~ScCx2#I}H{?ZhBxqutn`|5jT0Jottv)1}8=RLs zV@?8fw$a90iUdz#=l#}#B+#?js)D~oaDK^?!`p`bcTfKBTy?#7@w#?%G>vEU9=>G` zw*}&ZH*TAw?@8U^Lz~PYChAzYqreQSZtYL{m1qi!Uv9(eM@+DJx-@=WDKTZ*8W!l8 zK<(t^<t6>ba0<3MXq9Y?-q@4^{l7-&{VDxQI>HFnV`a-7<c#nyKrY3n(GcWFPrnxw zL+n_T<|!F(fcbKYy>I6j;9<X1#I7iPBwqEo^ixD1>jDnXKX_FSPtKaSpC9I9wt%7K ze1i`$qeW6Gu6!g4JutIgz(;S_*-d6Gx+omD9{h8sE?QRZ`Re&a2gzY3a<;KL$k|G2 zwO+4-)A7Cs+)Q+^<NB_-$7wns&q%aCBl_VjJ3jh+w>DxlYJTrj)5ezzH+_`}uh<ub zwJ=U;p+h&b@d;N8TaLKCFz?lbMQ8uABN3W#(>t~C6hjl&&PQE6QLlkFnfpHZ>1trz zjh3a4U#Mf`;M1(-4(hNl;U1p(q=vQ%t7SQnYN!gD-8a`v4gcncZCWs(ig}rHqsMAg zQMs^uS+j{MQhmb@KfJGk>LXo$1^27qma%@20YwEnE|PNUs+5t^8D6Swtc-O67YC%e zm2ls)$ZR@T3Gmw7Q9EA=Zq>hi!_yQYazx?$8#_g$Hvgz=7*K$_$Ms&l|GrQ7aie5b zpFBMO{pPqFlgBfY<%KQo@>up_NnXlFIRuu_Q^a%RFy89rD`y~w3rdehw64p7b)T0* zIv@+@)n9|<|H(jlO15r1Uk1xv%NA*>${@CIlbK_wG`b_do^Y~~M$CBIOy5x{d=d2g zwthwuLgL+Lv;8EIEwnW)<&Ok1%`ff@S|)+Gl;M%$%i^GZ(V1IqDvqteQkS1S5kqTI zNUvnD7)E~HxZOP@3M?8gh|d;9k6PG_wX-Nz?HE_Ndy9wChbEh2_VDoSe4F;qcpehx zTs-Z%nTN^m^V6iHdAO1Ma4c$)i*;|qMWy<<s4dX$T2jizams_Uy~$jR9-sd08p=gs zc4f<L2QI8NzT}u`5|6)3bgCzD(c0JQvxIPqC$>~ZHFB`%z`84bwHz$YTV?b(nS)+6 zAKi<w9O8Xrs{WN52P$=AiT|Dd(w4U1{^oFyW}eo(cbpA_M?rB5-m=k>?XLZ~osBfT zYyBy8Z1^brcKFXJ{G+bn8T;6n&U$Ap?8-)1>Ppvn&TKGxHMc$@oU&^9D`jII8y_lD z+4rYexVA{!YfTRe*F8LG-*2;!#(jD7)io9Z=Tsh`A7DW=>64OD6bs=mQBMhH;ZtbM z7%W-ne-oWLsm6k&OtFy96ca~iv4@{MXTnX*%I;7t6Axy#2WaLovAb)nffC^q)2bbe zs=Z9C?T8YaS<1xr+{>CBx=e)3z2fIdVZx9<b53l60q>R{GH(YN7*yCVuz~1F$ey=L zjn6Ys{j?_fSrh}18J$Sj#(>#zl9!bW16K^cIz3inKq}FxAe!jNjY=VG6=Yy*jZB;A z7#&}|G+ABkbo2<W^DMee$MZQ~CTw%*NN%{Pad#&j;#BL$yFBUO&|6d839oz{%DStf zPe+sG;H^$^I%I4P#^%hSqeWkAsd*m_zZXAERD4duAHVbsA`fT?igx|<lJLs&bBsSn zQfavBbyg?h6b*umLQ9+dH2nJ(o4de=hP`wCgpat;2qzc?H7}*%^Y7=!%8h6!H$38Z zT9t5&uDN;un}&_DUUIG^8g?9*88)9w!<=xhq$#2^tAgDh-Xr`{^;X6|E`y3qJNm9! z?W5w^qW$#u4n$wxrtP?5NJaD~L60LcRJi?|t<ssKz-9GrXR#p)qQrMay?si-H38nn z@~ad`ZcC^NNv1%dx_I!1FVUgYM5}C53YNVT%UiLCf|0jsj{iQB;hJ%~sJw{`@mWsz z^0UN@xc&L}HZqjhyj%M<$jCEYcwR<;j0LB>T2t<m;5M^!^dQk0OV!4EYD8xWl|TO( z_az}&JN4l)V-j31L{HkVNcd=>&K`Xyf|qjpRuonK@4nP_Hx3(dEbx5Z&tMC23%rQ6 z)$E{Ipw!fSPT3Q4SgL!d``<K2<m-c4IX33_J@99~n2Q;z%FlPbx@d}kAN@XhRVH|< zyQa8sxd}Anc_;RNHb%*@{<(vDjlsApv*iSg;bq=uG%je2j&yIy{Awe3M;@DZi*1Db zC;hjQ?iga+V_~+rnjun+1nHKQ2H350VpNht%<8s36A}8zWDY%lZl;eW>ak->TlApx zg}#-ltOvnIH`cS-_}ILUUh0v_#~k?sHtOJGXS4jD!&ADLYh=TFRjP|3%e`{Wt99`_ zjuZUzn+`thZ3&p4qk}Wsy|`nJI#9^|v_M5c2a4)1Z|~{Q##RA==al2xND|v;Q7ESk zE32lg&bwMr>))-;*sq0&fV56!!Y$;xmghGOYT^mJvX*#iqJC@<saaAJI=jxi*mzU} zuS2qqN%pA2KqMiY?x>CjX??aaV`^yK-z>E|OAQ<E1<yO|tp<u#a@+Mkgj3dM`ltJ; z;!u8az|uYy%!z#$_PIy}QT?g*Y-1IKIml>T9Z*KuqjRn9CzN4cI#*)aNf{Db@+z-P zE8%2v&wc6#CG3gR;rOL1VgI%(-TEvgJQe!#mQ$*Tk|6dXxmAkjPHu?I6Hr7t?T3U$ zyaEDbj@`SkNC7_al=N4R<k4wZNm;N(9=cW^Vocu3;alpyOv`XN$ZuB*)KMWEBkDNM z<v!t<jWU$u99gU^-{|?RKn4%nGM=n-ltG4gEH%AJ8h7lxBphv|@yIKC>4G*XNN@_a z!bl27Oy_moxGaercRy~Wu_OYtc4v~_NTBKRhmV?zC9t;pmicU>ICf}nzPr_599L`D z8TSOmA*M8wW)?06v8BO_AAAzURiii3&dH)!EFM?Wy-O4_3H<jGD@Cy^tBfNcB#ICn z2eN1f4_RX_&0i9DcyRvsf};jJNGhiOwEV(FrPy}iFHg8wU%hh6kF#8`KOURwyPJ#2 zeNmkAgjaTcTr>1loD01x6T|)!94zNsDR;i$z{)`F@xj|1gn8;N6DQmf8xU~BI+O$H zYS9O5e+~{_O3^8`<3NM+<Jw7c4wOeT9|Rh5@I~*@qd#22HK7`1cNcMxbVv5pf9v&q zp@++Vb+ECx_jvP)A~uu*HJL3(*f?FVKy5zJmC`MzPbBHE@%KcoyPX6Zn*{yZibhz_ zDl6b>x3jP=q{U<E4hu^>i*2ilSlGl}QyH1g0#`Qh{l7gd%;Wm(UcQ6{seaLpQ)Cvd zgh`(X_{YSRd4DfyjxyoMKYaRGI}<N7dWufgGod0-|67LW$%WbBmX0G#NP3Z<B?U3D zn4&D|;l)II&x=6TGA8m|5>K>gGqK@}{>l_dCQ`g&TrB4@F?wGpSdHk+fl#^Z58Vuq z6@KVv*E8_5z;5yCOAH+UaP=!Yi2-Z7eWwZn8PF(d%i8G4fPl$$EjddDqArHs{!aA9 zPO>Yyn9V@6@cxJTKj`4;&~}c!rbA%n@PoD%I!v<mok+e$heXE`7r#6@x+tr*iyosR zE>KnBMGzg=7#SkzZp7n@ZeMdUrGs%)X~(P-9Yb@(y$2X{JZSDTyG3;8vE6On@lhJi zn7YYteoI5e(Sr^Ahcwjq=n7xWqQRcQc1upAfz3wav7<CZcxX;JhR~pYX-lx!8e;!# zci~ZM8s3?O+P^iYp-?)o>Zt(@PVM%U^;$Gs_N2`_FGa&(*=_MXWE#Hc_>n_|i5{hH zB#X6B5j$qy)|NxXx$rhU+G;Ac8HN^n2oSzm;j>J1kb?H?M2qw?3N{x1ltCQflbrVl z$Xh80Pv5#Po^XqX^G7%OB$+r~knD)QLq=w0)HRh1GPFB8*&hkFRDH;^d*Vih-npos z(R?x%uD=`NCr8GqbGBb>C}i+yM<xCbTlXDL<^TA9JQ~Px_OSQfjy=+oL_&pz8BtP+ zqU=bNl2K8Sk|-%eWS633WJGCMm6kN9P$a+W{nz)8&+o6-?Ya)<=H@u=*W+B*>vi?^ zk&v{6Ik`KZgwo`t^)_iFbWoEH*&ZiB;_-Rvf4*$+O5J?KfCTFshbC<ZU+l^QX7=;^ z?{#6+(VcPAs>_fj_<Fiy)iNlkU-9?lUxvpUOS^8oG{gRa@E>LJX4q;Y{MPxbDRhRK zo=4m<fzzkxeLMP%apS<Al3Q-Z7+1cLr~cjuGcGQMHl9Y%GtaURu{XlCkcKP$>PGNO z46L6kA^IixltGcMA%euTD^>appccBTyHdpfksLGL+#G$x^lhj6i|QjjHFEdid_5>X zzPR(mE<GIC+#c*Zp^LHxyUsnwb@8g?o6RyUUDzhw99THaMSPoiYj+A4wLvR<`#ibG zA<qsBX>xH)PxahtJ}w~YS3Os+gT%b5{^BD#xYRj0`_xJYHMdu;QsmbG>*9v|k`ZmR zA5`dn)})OU%G$3N?9+xZ%_Uf$R~x*g&$f1!XkqSon0VEUCN3^I^LD+TCd%q~cDt)- zqCRI!e`Bu(zH`2OxVA+DCigEHI%sOZIO+D{vM=i3$#qtbNK(hs<bVD;Zt7^<o))la zsXEkp-vrh@P(!jzdf+=NHIxMn>2y}A;=S&@3x$EI*vs4@aduh-OEX6=8YZcrd2M9b zuCL0(&(U9dAW9iaFDzU)@lgrqp2tjCWGjL6?9TLCiW0h2mpf+WDPqc-PfOm4=og+9 zv2l$GSXgKD^Ym5)sOxtczoIE%v%=8!Lp}0XLy?@l5h@R<<@}XNgfE`HcUn&;%ONMf z!fMZYIauxq?n|M`A^wNsm7-EvFbogOg`3JEvvq~Zxw|sh_Wh^C=hZUked1b{x=;oK zfzO|n#7iR}yk7d$oD_z166e%oq|hm)BK&=c6q=ZtwZV0g@VvS_B8(;p@4&4`C=Vs@ zLLr5(RzLzb+NR%`lf>ckB=-yNLow9-X0H1A-~GGpTIR5?i=yDPUC#1lq6m+_M^^kR zf}BM^)y67CkauNOiixubo*E^Zk6Vb~RrI3i0&Ni-xXi5h)hZ0};%C>*F9}2EjOvFC zM9;8%uGL#93uEV2r_{=3!jn&VY7-e8B-~BD=dy<b-bumt7gll*Sbj>blTP@O>yw~4 z%EratpGE6C*-#8)Hi%s%+-P}__%?%$J1${L;Ro0#ZBzKA?$3rwK)y}O8aATLV?7s2 zva#-qn}`b0FQ#ie=TH1)K|plCq3!_-`@Z=2#8tAe<xAVxTEZ2xN46IP(urPC8VLAr z-InL~I1&4HvLO2Vp1cInF$X(lQ^%}XC|d27=T10tsD6U`bB>7>2W&cvzB5tu?EcLD zAtwHPkZ}I*{Jj)6XSc#bCKg1SPS#yzVoEP{kwpR%!PH+Gxf__c-16kB?+PY<Z$4Md ztH?yOTeMid0232B0Sy0X1}NV%zYlg3-oz~PnN4M&GNr1vJ(7X9dm69A`!PUHe?Al8 z#lX4y4+7_n7?|7=u;&DafpuvMJc9^lJWq9pFPoqvQA^Z=GEB!{$LfyeHaY}$7`)D@ zrNdlW-N*L|9a9!OL*yhnOup<*dmll^M1!5`lRb2(2Bte)_n||-Cv4Knl8&V^`pp7b zgg@yLD@JAL5WH2_F(6LI;!or(k8v8Ja~wmKjnLpV?rpT>F%6faSKhf=N`s#G>Q%e5 zXc*;hwOf6h@MvXC^9Mf~?3)xyGKk*EF3qp!%F*yb!)*5g!X3E$Sp8&<3jVoltxY{t zSoI!up1DEAP>ECh1EOzkTI75U2&Lk%a^*euKq@j+N4?qzPw47~T?d4z2r6E&>cC$L zT#dFz%r{e@7eGFne42vS=B}2z<0(jKJLoRvPJy=Fsr$jA6oh(oIT`&U{LuRNrmBsM zw4O^xqw~pFblWyl?>HGNrew?~{K$y&O`5t6GR&`J^>N8$Tr(f~cJH|mMujb;y^4ge zacP>sXs{59MyLFWoP;3wF*<Coo)G>dR$O0Ac;b1G>Y>k1bjrYzY_-26TwPyPIQfx; z&&TsyJ06j6_LDb7h3FOEGMz!5T_i}oMqA4&5<G%Rc|v7LsLwmsvtmXNOLW3A0{=gs zhmAiKI8rLO3_t1NhhJ`32Ceuf;Uk1A?=|>Wwt5o#V?+%7BFrEi94TJ?$^=<{9{QHC zCOCC-aQDCUCfHR*TG2XfjNk&t{-dGBc$f6!^0nPY_+i%+)S_gBsE=3QJgzsyvi(n} z8`c=YqBXAe)UW|;U5wjYw;SN_F0nsXzw3j0T~X=OUVUWxhpOt0>mjZ5(Pr$|11CQ# zW;4GY^fvBM3Vfi8*NHv14mj(=UEIyIcZ3U(d+c@om$>+ndtE@woeP6!)^99XT)b0R zql9rCjH_13{A|@hoyunZtn)f>r*WsQ?A8Il^Z5B6%ZQFCXf3i9)4^6db2H-~+9-F@ z6Tfv?8#|gw?~RC#+4gnS`OAN_a5!Z6x_^!q!a|BJJ{8tN{ES9Z&J#_TZpEpx0HR}_ zszmjF(?Dy+{0*-F4LsXv|J$@o9c=!>+@+4{*w^Kf`>|0CCqvoM6iYQ6&OW*F@>5m3 zKJ@pn*HKka9hU{<ELDYCsy>NRrh=(IlKTo=RN#G_^RTS*zxnm5L975}+>igHH^xVF z%tza9qdFxhv#zn7Y?N@pnr!z=UI~Sf)60V&D8fX(dcGz^5pA6}TPidZv1Ze{y9fFe zP+zm+L3xb=Y8-?5`Sldw7W3Y*r&%7gA;T%7hvad@bnEvmyz;oYAUa*YR1TZU!h;H; z<RIVupwEt14oW&%T_Fv!*fL7X?b#)ZftU8xV$(99pBHbUUX_8wdG{qTfikF4pc{<* zmB#sE9+&?8(pXg$61!uCG>$Ns*H!AJ(6Ht8y*tKIXiLo$Xg(u}kV5US@6!^<nbF{x zc9g(MA(x-I{1VXmtE@1+M;yPiQx+fkAclH_Qrgo5F+??6m^Ai?Lh;B08MdJ)@(QFf zGlxX*+Vt_shc`s<`SIL-`wS7xmjreg5YCvC=<W!T5y6-JSNX3_2}9Oti`b_mVI)<h zeG1zn4CBB<%Dil0D0v-Y>b~dTmd!toZv_Xx=Ju+-Imy9n=fwz>?Hsh2`~OV=2j@Fp zAErxlkagFyIedl<`S#s*-=4D}Ik>1WyOE7zzHvFRe8Q8i7bn|O*m$$}Lw{%(8z%g3 zp6dFsacyF1_XDD568h>6US7_|Gs|?&awRq<mL!h|5<PQha9MTsEDIWezc<@{VnOQ5 z>fygVEZFHiW2X`RSnR9LGRt8>SiLv)dMFF(K6}%bxw3F)-D}BlOBQC`ShW_!!S$x& zA348fnb=_N?Gf6~#M+meuIjfkk)E@?r-AV0&EZdrZd@Q7Y1jHt@4*CZe5YsnS|-Z2 z+C`}AFfq%U@{q2?ME)Pg*Z=u4%Q_PC@i7DU4rTj1ywAWG|JsjR3K)?8J}Ue*j)A*^ zBeQt{4DdC-zT~-{f#98E*=As%;=}dh9ij}x@sU=B&C_8Qv2ZDs@Z~ARC7`pJ=o;>( z&B52`AibcSHqW9%YBKkl$Z<N1SI%Eda3gx=I-TllLx+UU8G}&;I`nGx7bh&F!}{u` z5YtaIBzFz=JbggJ*5x0M9WJC{q1am9(S0<mPkmug>Pf@-(I%gD#x#8Vlyy{2g$9|2 zFMo9j(D3f^Y1Oj7R4gCX-LdTr6;GcU_$;oaVgbDetp!wQP11Cdj#Dvaa!q=3II*4c zyTNoP6)ztRWGvZ8^vKeDi&1MTt{%t@f3=K?2NicHnetSKj5d7POCz4=sMxK;QxvQ* znwb)AB|K4E8gi59l2N8Nb5|?{`%>NPNQ5izvUB_%nNVPu{Wb5RGzD3Eow&+B$S62b zx38d@j0asq-LC0m94b>BDzzd*g{Q5`kV(dH;rcTo3&?mA@paeW8zFp)O5bp>S_p02 zr<)nag>ZOdto1vhSDL4|<>yxm;q!(o{jSnNsD1o!NB0;BmSXy0$M29pPRf$mS3<&5 zekli;!z8H0f2$pFBjJYjhMALkB<L<K-w{A~van7%#eqsV^l4+-_^=@AzBV3dZ5D)H zg-57K!~glBt<~(;RBZ+^i$SdyRc0tIXBEjdn}ON;uq-Eh8Gf1E=(X8phCd3crPpmW z!-#&~L)RQrC<_YHOnw<dBJF(Yl}KZ#E0{uqY7Di7r`O`O5wycKA~e<-p`2y@&z8>! zg2U~1T3Za^?6C4$M7SZ!Gt-OjG7Zt5Zs(C1Vt|>o+qUt`8lZe6UbF9lKGr{#ijgDh zBf?LsM7%{0TmCq#Kebs8PLqB|?vCn0mOsAqeyA>jr80gRvUD*dH6D<`ql?yS2akL# z;G)uX%d^uOT-+w@4><B%2l=r{JjR(iXmjqnK5wZ5Z##tnen}ndjJ3EV_dy#+HhN!L zQ>u+c?FTeBq-$fBL!*g9s5Z#PU6C2<v{95S#?LRL4O%fNTH~k|99RosC9egIgW9T- zjhZ;%s`=-Kxh4*C${Xno8aQ$xW&fxz;Y>v{X?{u_u8&^xx1UqTJm=KbR3mk4t`=Kr z_*o5yZagO+s8PeOnUlL(g4H0HbMWG<i5fI?$@yk4RPiC@>$;#^RkZvwNzFG>#dy1< z=)JQlcoH*T{Dh=}ry7g%;%k-BlKH7e#9J9@^LZ0%rj+3S?!LzTC?!ld+P$?EQ$o_) zg9_aZia59QSbcYxA~a(RA4f<j!fE+NbHhgpxDXvGYN4-y>FSaz%d_RNFY;OY87+Bm z)eY%IU2>37*#ErZq8u1~sRv9<<q&<*|MATpS-es))Z&Yh#s2->ORbm4;^%RfTCaK; zsM)T2;iWHwS$Bn1|E-f>>(qYIGFTehZywB&nUsPCo!Y$Wqa-#g{b_K{Q4-0jwrv^L zByhG&V!9d<NWO64JV{0Zr`k5!mdK04+TPIq_$M(;b=scy^cRDaIgjVYT2VwrZwZ~& z6h;3Tx!|F1BB)C>Z#8ZcK}qrKjnX|LNC~h#UZpDnOV-30Zoe=Dzfm1)V}!v^BfU9d zER5c%#r4kwg)zk+JU;%6gHWTQXx-}^{G)lhx$WgZaMiN!gH9Z{bxB^9SK#1e(dxOt zSvGz>JY&N1nhl<i1mUtaHZpgwurn!Q!#yp|b@((J60d|WUrb<Q{`M=H(M~qjr|Wc5 zz1Y}WzHnogJsX;xrxjc@+326q+G`}whTP1buBOFoESxDIANoafh<wk2<!@OyW8iLi zyOD)3>v%2O%Pct4gx-8R%EI@1QQ!Ca6Z`G@b@}XAIPuix+9wMZ{%yBO*vMhwE$^O~ zYokomRQ3vPc*?|2cR$WZITP*6pPzYE!bE9fak|%WCLV|W%$o^h;<G1Rx7>}`mN#~A zFd`m*d!uoIJkdEp*X8cfm|)RuT6}&nuy4aG{bC&hf?Ba6if0(aao6Un89Nzxw&%~g zs4WbX+<FjgZqI;j(6ZuRx(p1GJTHwY5Uxm+e0f0hOW7gXwgg@VQu>u&ul`O)vh$+} zh1Ya=`lvnl(oILDe4u{AZ90PLi+P0zR}|MsKm2cfFz+%?vm9?aDynssx!BSXs+hWc zsWu(X&52es@^oYxcZHqcrDM;gE6TEiH1K$&lKSq^u;EwFw(^@a+}h18G(Jk~9}~Da z5k!M^ahPebGYwT=Ulqo#q`{Tte|EJN4IUx|8EW!0-1s|RKS82_wD)Il`A;g`Ka%TC ze4wJWMn5dDkBZ+r@9-<uQz4c#ytp}&3QMlv-IRk=2%WsoW510GDXR!RJvS=K*IQgy zai-$l1=AsZODY(T9S7@Fs4yy<2-_`4#T#AKhdv9a_&Q+gcYKI~%d@g<=^6^U0`wD7 zqbS(b(JswhOTnr64LAQ=2aIdi$4yy6LB}=;`vtvZWb#w44^@(pq@H^4B;ihEElWjj zHyIu!)t;5wWK?A`#Pt3Op{KyN@68h-JpO6>%;T&Ogr&rWM1q9y>S^FW=YQ+C92@D{ zEhz-DKcmQUfe_wap1GD^OM>|~yFM$TTdvPW-hH-_1o8EQ`IVL=n0`_1KPgSZ{h+ao z9b{trG<S^q-}(IRD!ZsrL8#PMro~v8VXTDqM9s<!u~jw<>)mE(3+cU+yv+;}YfGNU z|1g8>qAwhZh#4#&L=4<!n&NC=FXU&9A*vp3QF+Z67CB32izvqU;p#83;E53gqFZFr zHy9D`|BaR>_>Isl{q^pHEJGM93b}Gg+YtM1hz_l-G{D`0FrDTV2GC5i^{M@-kFwbv zPFd^pu~1Z@ujeu0$b8}YTYL0iqP(f=!-OtOeSRwPp3}wMz2b!=t}fP`z5Rv#hl@y? zt1nlc<zh(DQMcKTi-f_Yqz8OlFm;+Lb06qHZCtCBFI5K~Hq<L8opk^y{<W&S#CXKy zeL<Brc5A(USs0*=_oLbiV@$Q7{-UTqoKG7^{X*+T>b1}%R&2=%)xwJt>i3l=HL)yn zIoaT(Ce9qxaJ(X;iQCQU7w^|=piQylWrvXlnnb?6JG)c^9`2iWPYkQ$j`&etxAp26 ztr!bA$)^rA%G>3o)r23-7XLJvYM68nC{)c?MS;@DoTG^<oM!IXJbkEwo1B>NULzF* zH@ll=^(aG*>#%s^E@f=n+@y4Ekuo;(jk%bfRD$I0*qhO=O4zPj@Z7IS5j^)Z8s-lv zVyQj-j<v8N5<3{nu9PZ(R&Z_ghy4nO`tYp!i<ScJq(>X4eUryFqv^TJY4SKdl>c$q zP#%6Xr^d<Wav<$j-Eefj98SM#x=*6Y!RwBtkXVZ>ZmxQnvu(XBx_U3IR$|Fw%CSzQ zvr7hs>H`OO*UMnZhRG<~Khk(p=6w5LrZj}CeuYgaOCw|ES;z|kX}EdUZ>roQg_3W( z-{+)BBJO#!P+hqM&ev({Xvj*y0tXGK`^0hDBJFq4s2I+sUHow*SPX7k%s&k?#PD*F zvkCLMC>S!2f@F+D!PDFGl>Ao&8zd^fP96|}I(6~Z|2!#`*!R(BKp0lTZ!Ja}g|Y4| zkLNO9VKnF7-|ng|jO&6^j_pf@ad0BYG;5B7Qz7>jEdR(s;7Hg(lWQF4M=td8-p>Ik zWaYsodk)4~2lJJbIPiEr809z3MvC8(sJDG=-0^bSkbIAgB(b_c4$&!Vr+z>Ao5hAh z$j?vjPqEQ9yYX5N(Jf_7O$(zV+0a{kTCC8L4Z)xC{`!O~Lk2&^Zt$={Yun|f@rH%# zpV3;>z(PCol&1Q57BVLsnnwsv+UA9>8o0CIQg-nI#es!q){7rh=(DiB*7w9QB^EyI z$cQ5Gu`qC<y#LHcCVEc4`@H(U^^3n~?pk`A3BiA<F8kA&2u|19>6*mEGW!#fLVJlW zsrg=NW5y(o4<{u4$uTiZuKN`}OZc$(n_6`<1E04)SgM}Iz+&0(*xpzMbQXI=Tnb_! ze|5;Bt)2{!b6tx^4H#g4m$&|JekAv-ei(O-jyh#$50x=Gas~7P&Nk5T>EH5OikWnX z*v&?_MALD;)Maao4;`so-WqK?IvnZa^K*K1EPE3^)hkQK)^EW`7Nq0JqSQsZ{?Sn2 z9%KMXK(@c<{fCCo(?QigpVHuC_v27z1r0r?6o+@^(IB$TPTBAz4G!;4ge;9E#_9!e zf5T{4<DC6%d=Cw}r}69_(Jz}8s?yWf&@k|0ubsOQ4SvJBOeAG#(4rr?`(`Q8H!iND zNgt``xpVG>!hI^j^ZlG|o+Wx^>xCzW;;FdsS?JbkqFY?wJJ<0!QPElRWA9_4S6ZLF zC@4{<BIGc?%UNkEO!lq|{%@W9Bh>PtuZ<M69jOpLewu=vi;egmtRfs~F#cPtO@Zp` zWi6CnWX#;m)PFNf#^F6SnKxR<c;eRfY4vF`u0{%N6WC9NY@345FK;sbyx3No4l;i9 z92NGFCPP1E=nH2?2ytg^9sYb2!tC@TksB>S@Lv?mzcXJ5CwzFGTcioWwC6;|(g-0a zv`1%;ZYD;-&c3H>gm7yp;Yy^e5OKVp8KFtIvMYgmU+N19QHy*c{#z%EZM`obBA<kH zJhAtzqDaUxmi;iYjs!>PDf)l+jjWAdRMD#Nf9F~BY7ZT|TVx7EUi=XFz!c#N9IrI= znc}zOmC&AdrZ68)4*2%U6uFsvi^G-7V7177w?}{pirn_gwGSGjuFZ7K8w+D3iQl@$ zx@Cm0n)6SRJdE&b-!Ioqy@v1_pYS!?V2CRn63@?mHo#lY&-Q`)4N&Gd7vuRtAMy{n zBe*;DA+h&)#m*OcaE?D)s~f8a_bFfdTq!+Ve6H7${Zbd7lX%vc#p^<FteZbTSQopL zO4~Y~aq(k(*Vo((F1Bvq73}mP98qao_mIQIilcGYCx7eUn!Dc|t40U8e+2o~B<LWi zZlsZIrh_Z_jGM=2wK1vjxoPr&HbkFIwuxQQ1}9)mZ+?h2MrI8^pBK@_pf6)Spg;>t z2P2v{$!S5*YGB*tW=-5Q9%#r^)kNZ^iZ{_U8hAU>{`jAs29Ad~Y?7)}hvvEvo!buT zsIh*uab`>n6G0-iGr!fqOV)Ib>QRI8l5MTq!qmWCxpRZ@KUI7$9c>ioRz-}|&aoFc zsyNza@ab!`D#jd7&n3I6!XsnHMKyj^yi<R^d{wLpY<~Kw?fk6_)%W}S59cbwRA$w{ zN<(EVJ!*Yza7YP(GA}J3Y$2Qpvb?1ytc1V6hYvA36mezDzsB{nBC_T64;!i}qIkiR zRl5=ukXsnMz}ip&^q@j^!xwotl;)XD-H?aEP-vE~wLG#PF4`>KD~G;b*K>DM<nU9< z%Yjc!4*yDja*{G-A)VO%+zqnmjVUCTERuz%DCyC;NEtA1n+;!3l|jd4^4g|{(omXu zEpy398ZY`xE@=Lfg7$&L*=Gl&(6c@x{=+LtD5vauvu}eWy!B?vw_cUNqU>qXRf+`a zBf5{C>=nm)x%!m`tHp6%@ulOf+hVYtdAIDduo#wyPubni7R9S?`=`t;MbX!Ccb_Xo z6zUSY?@J#Q!D{WdAz%~TA|j{rnD9kEfEx1gs4yfIpYkr=D2!^$vL6zX!U(<lQQrRt z2f}F|1E!u5{gPpFP&k)^jIQ0DwMRKv)tXoS+?fNF()hwya}G>ByE_fkIXLD#__1mU z2ai-@M87;^V^E_y{qS8j9tH$4zn@{_t2X`p1)^WFG`D%I3t(fwA+u17=$Bn=30o-{ zHe!#F_3se9690MqBBepXi^#;j_nj<=h(<fdma|~%t$aZ;i-qjfOyB={MR{uYeOe&V zFXCktONd@+tNy_}qRK*|As@+GoCO73<p2DeiS5C^?*zSMqN%!rWY)n%RN2)X?`|+r zETnlZFpUXEHBFU<%}n@zF5~XBV&d=FxesJzCR{JBe9^^bBICXIL9ZzWI0=CrcL`rQ zo9P_)0tVKk-);JKlmUSN<8yaH8Tc@3q~+kqK))E%W7?E~hvvsghloBo(bkleO<~|= z_;9c5A36@d^!a5yP6xGy%Ubx7j``PdRl&t{L@SuHL{jOvylTD6rvr4PaN-j#ZKGpv zT<Nm4gf|ze`UIEi&|$P*=2jhx4pF7V5c4lI1jfn6|LCRRX<Lxd)hZfF+cj2g%%&kK zHFbU_g6NK?saslnX?R(;H!6{E#BR%84G9$*9_&1}mrsHQudrVUt&3?`6t~;M_bnCd z>Fp<1Jf>pIg~1&yr-C-%n)RxXid$<#`+9SUZZUtAn|YLq%jUIn`u<cb8a(Op!G;Qh zT?uQll&G*C2s(3Il8WP-rVhC-rGn3@r^5Ul1<5ZKuP?ny!BGk&Gl6i$yw<d!>Ldjr ze0SbN$5X%)ttX-6O2OOdcQ<<sDERqs*69?Rf;BJqu5y?mV>DruJ=sGh-v4~Ojwxh} zX&I()c9F6C4Da%OCo;_9ym#-HC1ZOEN$c0B5Ux7A$W;)o?221dwEw?(l%6gN^b>{9 z7PytYM_mXnWs)kK#D$>ua{sgluMmRg0{2mWkTAqs>pI>~f>HgAgz9<{qVdSz;v@-& zjgK~b^dP!qU(?qM1|*#Qts26a62!rBBg(rcg7~vib7R^CLENP>ZM;qiB3XOG@DpQG zyqVK$O?EZ~-#gC6h2EwZOy^pPxtn4nb=AlIc2o3-Js(WfH^pX1&Bb|{V7O0CH?Gha z^*LEnH|30B*7P7mE6xbfT9J;KbB2iI>F&F5)es!5Puqi586vkOpqV^ofMM_HtiE*y zC{GDG^maxcb{hl|sEPX6b3=AahN6!fKEA5j)q03k(q!Lt(nC-`Yo_CyE|Mpd>epB5 zqOPL5z&ukI(pSknT*8;R@WTg+YPjHx@I^^Qak1*9tD}Vx7u*kzW&*zIV8{1FIVqx7 zZbe%D?upmI;KZYs#!@=)>*<;Z7}AEge)_(#>)Ke~BfnuQ(JKfUk$a@8jbZ1%Uv@9n zhK#o6Rfi8+*jfI=xZ<Q1Dl6_gaR^_oe&*$M9ni#+#Jmv?cTHrky<PH`tO>O%UMA-X zH4yxMbyyP7Ew5I!F5+odM~UY3;T8VsFjG%hAVpF~-M5?4BJb7UW#P!#wo?s$ER$p} zsv5T1|H?~xsft6cHzi%dRI#Pyxm(VR3O+nn$s8$G!J}~Hj%it9`>m-=^l4>G`<W+= z>nTI~TKkfT%Su>ToH3L{II>K<%u1s{5lpJAPMW+Tf{)g=xYR0O&a_gn&QSqU)91Ep z5`HXSFJ$LYB99aIUnppvkjH{va|<UudCWypzX~?VLHTzZPxxLr7*4Gu{`<(`koC~A zEeWz%?jqCE$&tn01{ar!9vQs(vU9X3L<SK~_EmfSN<;FP_T$1@Y4BM8S#@ExH29z0 zt-ifL8kc28e_qp+!qLG%TuPKg!?J{9?Q)W^XmUJq$w&e-{cUd_%8SD!d2{7>ycn8I zrq<@nibAHSP17P&6fZT+oK^Kjapv-_Q*L~s_`J0{;=k*_N^+~u-YpVAQ2US3afsl% z+|H6;&BC}=U2S2yMHs*LO<jx95r$G!0rxdY7;EFZ1U$cS;O;ch+R(;<xnbUtgxegb zc|Upa-+hR`JD%F#ypDq(C%W%Pn{n_WW~2Id4hJof{u}?BckelrzU2E$HkO6oE;`V_ z#@ojO52-|_41L_=`IP9B44ut0oA<GCCE1bw-@JRtg-s_5ZP;l3=JB^ph>f4*$kjIq zN9gYbZvQvm-Z_7DpWPS>FT~5{zIL$?=Y8wI&LS4pRrr~UpJCy1WKY{nDhryiC5!4~ zSV-uQ9}W*7+!<QSGilAja*O-w)w(PsNqow15@w;`(xcxq3s{&JlF5#LLv%>l##onb zCjKROwu?0o9aCNEQkl=hin#zc$w(&H=Zw9T!<i`GwbXR4H51P7eP8j(Goc*b*S+Ek z1KSTQFTCBtz(xV-BdSEVXa>7$3=rM&-gO||*PVf!#wk;$4Gj2Nh_}uWt}M3sxu;Nu zfhW^6d)d!)+}TkOeC`e%$3}OZa4e+5!p0}e>;fI{Tb0_H_S4}iUt4g<m*|!q%x=S# zbV!9{dvwSXp2VuRtolvEXd2%op4T*_EqlJ<avcrNvf57>Wzi52A@XVdAPvTQjrV4F z(4c9s#LUl*hAV?STUVIT@Mxf4Zcc`VgMYj#r^IQ{$&Eewj!DCYY0=PbqD!_7n9JXo zqk?S2f8xkjDq?p!Xs_y{LZJ7rJYPK(NrzrkKfX*wytF<_(y3_3w7r#fgy@xii8KD; zgfrVTzG-+<@g2*gRNSf1+ZmV1vzm&T4jY>`9V$HR7dIUjr=lz@zRP0~72GqMOnpC5 zAeJ0J9<HPy<B83-fG7%{U#NKYV>Jbgr-x^cOH+{KnX~Q>(JkLk#>SkgB*Xbgu!l?( z8PxCVuK(FehP=>Xk@D4KY%O$@D>ftJh^}R+n<N?Qbq?^GEF#0H^sd;4K_OVyt{2L< zLyQ8mRqBK*;dx#ePd$Y2i+j`}Ra*#aZ<M)OGligQM+@zFNdmXkxNZA25>B#oF0dm= zD4sw2_rV$x{9FX?Z&f5A5-a#U$s|--*Esy{7lco9<E|q&1+hh0#A+b#|IV*)&gdns zmp4Un=O(TF#Hf_E@I<kkDe?Ly_2nv=;(XawhOnwBTs)rpsA`&G$-&>H@kXX_l4x?x zIc0*k_v9~aTx5c>+n<NuR~SQa?e$L?okmE0?65&x+6eY*pTr0i7-If*A*Xu1A%d7Z z|2B^p;Bv{8Q)wp+@cj^X*W8>w)O!*Jssi-Uw=lYCN?9KY&lJ|RjO$@FGwgEbaXsAf zBj1r!*2C|AKSXCrbV1h@iCDW^7bjH*4IeMlMLhqvBVR|jC{R73aO@HnkA&8%DIDTr z8$Flv!hwqqXWqvyf1-m~ebTp`g*ur3bJEpkvkok}WQ_QzI>@`IGxcCV8y>RE{VI9d z$g{EbQMT7c-M$Tdr<vN=Qlr8n+o**&MUf}vNm@7;Fu5*FLkpu+#q7XWnuzOg>UKV; ziT&Pgdi%JVu*wh#@h{Q9rgzhvUNa3;HQ9|G9#_Zu)NGx}7<Jf2+*23hsH3>!(#)E( zYFN_cl3-w}h62$j-rzn}oVL13+HgV@bwZYt_eBU_F8Tb6FIR!u#>G?jI4W4AD!kI? zgfil`gfQc!l<|DMe8=xAO8B>DEHr0_5}tX>H;(Zr!C&2CYR6$k9CZ#{6xFYQMLFw# zE1y?D5&KY2vX}x!lv&M>n&okUe)z9=h&<FEFWx60AP-iq*7jTBa%h>B7mXQ{MIy~> zsIX8L)Qf5*WHVXB6m4YR9+bhT%F6i#7i6&I9Ost8LK$Q}{IW6rq%>ZpjHh_6mxh4O zr5Wv;Qi!L!XZSctL2=0I^oK{1h`KXdzG|5y0u`E_Zhn-&3XK~Hrkf>jI{Hn#Wu-Wd zkL;?-9T9_2jI3h*4KbvQ{jQP~6NBIPiQ2prQG9wk9Mk0?3LVZ}%?Pq6o}aocw7F9R zv93R&3onbn^mzUYIa?8^#T`~BpAv@ixf=p<8-(HNe1EH(nlR|90e>qO662DHvAlmA z;`cu}MH}ECcz0(;>K&pxzKoVmoZ&!AcGrZCKL<*;x3M4DbD;j^=*txv9C(f9hD``_ zpgeZM<{U2vVKRfkiH&UhkZiFJy-jope|y5KG&XGOyDcKZ*%13#ewE_Q#;nzG(}RX= z)MP&iH&bTAeffFoNfsN133n?Smk{nul4n+aVBur%GyR!fVzjH0Os{5v%cFc`S22rt zerpXT;fyVnKfNxB1((iWD}w!4ICAqy>kq;gl2ferEy9;?UggP~2wzSpzv}A!!G!I{ z<CILomvenBTNNHKVHhtWK2gDhg>cK)TEZ9A=YGY<&oE)-v*(dY7!w5_Ziru6$3(cQ zu^_(^6PH-VZnw!ywBH#&eTIjLAMv&tbxjOdU3a))caiXA@#yZahZtyy`1z<jkOA?< z?-lnF-o);GdSR0d1Fz(H`2VRg&^=)!AI-zSJUuy#Z-9=9si>{Z59yGmZoPS_nvOG! zn3%nUJE^i+uYSkVQM)8^Q|S&menuFDrf;T$zunkg&WH|&7uQ4DMT!02{&`2w({OQo z=U?F=8jRl6=8U${u(V~z*GnZd>^T!1<8qb;OUJ1EC6P3wQ`U6d_oBg8`qLtRa~dY9 zzio5Ur$Kca$5u|3=$zd)m7hs8Bv<8qx-~@wwR`5@_I@fN4yHG0KA_^S%sy+uN-7p; zx{-$Ssdy}L^jO&mDv~da{0t7IVnaLGT*{S-oZ%Dk6bC9kd>9BHFrwn0DtYmL=T#hz zI3=GDrXsF-uYEL?if7F^2d~diuwa1it=(e^ypoGZMJW_aviF7C`%(}y`Rv0NJqpew z`{|q~Q}DNVhr8(qGD_0u)>AEHbjzB06kjDeCBG{3Ksp&(3q;)~*OL*vrs`&aD$z64 z+nT{_G6YM4x7sfuBPiy9vCTIj*ku~KG*k#d#&<7yRh$s|9aQpq?1jM2c(}%zDuh*M zOTF}FNQf<8zMnimg2KC`n)huasD9Qtb+VKM8zqidz*!P94CbHTPWa#JjNRj`#xGtq z!HyTZU6Y8h$o`b(JTWRQ*s3sd-2|MR${?X;6L@4BK2IDn!9wlA2h2Yv5HXz@7C2;r z8&mHLf7~?2;Ap_W3VUO0dl0lTz0wGi=OT4p>l>kU!Ri}vHHPq)h`V@mhau{d?#nea z8z5HqdcQQ$E1CNxq`$@KBjIms8~XLI@mVNGMnex;oQC!LKkLHLKTJioMi*NeG$uUK zbrF%bV#~u_x-fQGt#d?F7ga7=@hhgd*l)B`)v${TNr}%B3v#(Q>bKhd;WjR8G`26S z72!gz#P{K^0m2h9?(|>L0cFl?Y-2FtOy0A*hqyWz_nB%OS*!yG?q|!RmD;FnU=Ke@ z(1y|NAC1a7+Rz%Q8M{m;`b8nq$u&|7m)jqH3ZZLZxbVJM*<nqrYIvE%)zQR<jQIN} ziC*zJG|iW^Qv)vz_FOv3(!dFJk@w?Db*QSWi#)tt9otVnm@XAjM}elw73Om_!tIG` zw{z7X^!4e7)2?c8l`-ox7+1xQJSoZkcvV!;)Eo9NR8f$(*fK6z1xH#hB{!R^V5)KG znN_heR#u7f(yW#7R(*-%EJqoa`U)i9@G2uiY@p`FB_%AEI~V%GLkX3hq7;+gijX+D z_~xNKig;sB_bn4ughfL4@{f%Q_#U#*;hLcW{QmX5J2@&34U>7fBM$N~4|2QyBTNnx zUG@H9R5|$iNA4CVk;N6s_&AfbvN+Rme*5`C86-52A39KF(CB}1`uZVhRMkl4Ua^xV z{!VOOOMR9CEtwj)k|TxHHrs7$nk2E=ICEc1h9vI3Q8&K)UIGl&IV*QR38)3dP|Q^% zkU0H~|9*}*c8YDc-*iMAJVxE6DWAk(xmKh_#7zwAo+Qph-4#Vp_lZqm4x&)5jFwwX zbPPQ^eVcWv2sCbo+m>pIK&P(hdP9^jgkP<5HY57QGG+7gI9*|^?2dA7SR{-CR_8^_ z7YL*B*FSOmcYek5om@{B2QO;{u9*~a5SLf6cuOz`PM^d)k}NndwYTe+kmq2=?8UBY zOE{SGKPsv4fsOlD-yQt*iVdbqSmNa-Hn<nPcZlQ>&d6rRmK|f``%hVVa3~vRN<LdN zwy<F;@b=266B|6V1fEcRHkKX}nI0muF&NQ5n(~JQa<A}eE5aGs$aBw^JYgaKg7S^> zJ1ksMa_`Z}V&QfI=j@xqEL2TOl>WC~{#5*m?!PNpu$aF8P<SZ|6>~iA5{H?HUGuQ| z65+>~Z**-y8WWN8yPwz}W#YGU_thV}n8;pobCvCKCX&C$nf_E@qG46LcRiDd+54N9 z#mq7w=u}d4>mCCnyW`=M6AUy`J3U*Y8Hi4FbBo==K+^6vNxzL5I4^OC*{RL|Uw>xD zQ8oibh3O2Re}o4Umy;F`)3NRCs{@0bbQn3O85TCs;qQ_p7+FMz!k~$kK{_1;d%X(( z9i~I(PQqyO9>Sf)7rvx=(!rFPIkP~Uj@|qNac`vQ=(^Q;+jp9Vfja(U|9uYTt1g~f zMs$qJxhiYl92$BPSq^-$G_V%j>#Fmi;pgY#nlxt`W_jh`hOVTc@9&-CvdT1gNlsVH z2oo-eBp!cD^vlbqmRXm6QgLL>>s7mksHit7dAYWSa3g-rCi(kRoI5XfRIG-IFfrdZ zAFooOoVQ_P-f=31wMVRDqo|lxzR<0=nTiBzuiY;zD$JXw#jDh)c&`3IK1+g%z~~Wy zU@{f&w8kae7f`Y6;i~;%uPG>ex#5)eQwmg0FiIDeQ^0>}#Hjih1s)+0F?L=QT<LxP z;=lVu296lFPHR)JV^WGg=r0)~_r084zL2q7ape+9I~j9lZMoT}$%tLmk+*Cw8I<kc zzNu~@W9LnOnQ3b>Jk}nYZB!>Z$lN^pJedpzZ)D<3w-EOE(8|wT5yH)i98=RUAw0Pi z@baIF5FB=}A3Zb@!iL)J`yq58_^mnEVEK!Lc_T~zmyIOoF0vLmp7Ou0)M{iD5Biy4 z38^43F31G#x#}%RF~m4&tUD8H0{?4&w6usZz1hF4CCUV29VdOL#U`+I*%W{7m@%q- zl<I0ljj{HeO0;IU5q9K$Nk30F!s_%zzw0g<;&8J@mZ`WQtX2kv*VP%|%vbW&K@$T| z_eAgQI;@Wa9ugHcLwY!SYLiTgg&w{bb}sPwr3>{n*$1bt5`O#@(7xtO^oi_&#r&$e zkYCDA+Vq2q;3C~k=c>3kBCYsNHiio!q-5Wd=c4oQOBojm7nSE?M??m7aI$q!rLRZ_ zkCU#o`b6n~?*A@!w~G!!=B$f{**ch!JJeVHPaD%KB=+sQu8o%>#RiE!+8FAyZfuv) zhOLi5Me`>uTrm0zwd-2&8?4Dn+(~$ny>9OWO$#4uj;y+JQ<Lb#CmIV~G!dX`{O78m zCML%BdFSS6ApDGwtruAXDgAyiDi76R$oubWxr;iEPHz^^Wvin`_w~mO9ctJ?I&{io zg&H~z-j!~jSH;#C=UW#8R1tfn>(xdn!WW_av+`e5Kueq6cG*(}BEqGoQr{`#z~u`o z0xFdu@p*oU<xXYTR<gAcJ}BYO=LoNudL^9lRjBdYpoD8J7xsUkDdCM@D7U9Y5jOS8 z?ZJVH=+!TctDINBZR_}u?mPuJTy}igtDu1O(MvX2C&^=~=-s5hhCEa>Hw|{&lY{#5 zl?^I^a=0b&!oTmAEDEbLgG>TsF}rdoJgz|o#;I?4DIqd=5xY1@sZSbBnZ}-bGl*_! zKPZy7MjES2<YP<3rD38uF8OhV6rQAA-{2E1iAkrSQBslwC_&GE-s%=dkO%$W8+CEq z{k=0TH9!o9FN(~35E8@uVO5K;+oGuabfd4)RTLvjq^ct9MPak&_+GI+qIln)I~qY3 z#eqgD$LpyGTD3j*Td_otu#}th^(f)ShnmxT>xEIYH1>j)j4-yIkF|6q`bBW#A+L>} zIS5T#f8)e$4y^W<`SNCSP<7?RJBL6Hz6M<(lQ(ma$vS(CCCfpSYD-}DA`V_C=kHf~ z&jv-@_rbkR!jr+gJpF5ITpV71dM=BN<R)+L^KopLJaK4}*~-R4Lk?qp6B{dCcXA}< z*u?9y=*v<uHkPj~4=&<m!&}$jjpsMQlU=z>#9y)C_Uq@Hj)yF0@*d-lC}rV%MYYw( zqby{Ph{-Y55?#V~+WHk(IOp}nRh!1blG%=J9g|EX7T90S7-3@JC)We&?M$5YuQPm0 z^vPJs)x&XFM8Cv;Owl~RM9AlJ1-ULvsJxH;<V3i#xbg9_btX*gSl;pBw+s`dx36xh zBs!(MAuqyrl7W~_%GqCg8EF31bUvqs0SQ6DMp7yR5a16B_GX}bF4x&=4Fg~IkoWx5 zXTav$qV1jH3<RjzZ7yao5OwPG&MklFIFXi8+VbD}VU99}yG!U;JC<Xrd76&S*PWh? zA$06Y2`^9eBAk(<%dTHdhg4!#!(u%;#1_|lNnT3F;*L4;@-H-)tkE-i-9f{*$T^u~ z#We641f?6K5uNhd_Wh4A8an;sDzCZI&>`|hexn%;RF8FXWH}m2zx2&duxZdsa~R71 zLxs!7Q^kAUQE^Q-Ux3v_MGfDZ{BPw{teUZt$<3hR{^rUjkw>V|4V(#F6HG<Jk~t2; zor*klZt0(OR6NRTOT0&PNuu4#po5ac_b>6N-$MBDLUwYa)jPriVYNlmjTFf7Ezi7v zlY--t67l;JDX6H*Zml$-VB@;oDTie#c-@}BwOmBOPB~=(-nV3|W~V-W^N5U=hrZLd z?~pN&l|esxiHt1*8Ie1PK6x$pXV~}v8EO8t&3Oi7EK9zZZb@`W^bh+H*}sGjT3sjp zj0j;t$m?UR%|cMNtuk~zErbr}7aPY4K|&~5n|Heqj!A~-)|(08RPFVgP;nuYt;)1! zeIwz?>PU%}ZW1PAg+E`dAmQ5EV;WWmNVs{UcSLnJ3ElH|)R(%F(5Cgq<h~IJ<I1l~ zKZ_Il>CA#fYfOm#YFcIEXo7$yUeoGzCYVn7clh=)69mpTFKk|60uB9{_Dnq!T;B9o zqukmAl3m+X{^^^*tt!FQO41ne`vvSB3ypB|=2h)%!j%h*5i9RjL+nU=7+XO##KP}8 zlfLdWKu?D0oXmZF<QH4?X{^@Anrc?W99<uy{hSvASM{J2JmueFt_M7Ol(U=g<+@an zd1#t00%~Gj&Mnu)%rV1Ixuv=|>svFP|DKB)&g!wICtMiBRCVt<#l?1`iLE|cxR}aZ zpgFpV3;pxTvDyk;xY<8_RXCvo<pp6kShscXp+fosd7BO*e0j38<aF>`=)ln4ciITl z*zc#7qK(Rfr%$fjr;WAQk537@X@iej-`20J4MX*eKl@v>u%9w8`YS~X<@40D0%R>% znr;qGdZLL+hrIA4DNRHdhvX-eYv6qbg=)N31HX1hRGFx0;G7h1Y(_QFDLGq*KLx2H z`Qb#RfvP(3J~@>Y)2xQ^+n%j9c53j^wH2RiRfWS7?S!l_RfN9&X?kIyDx&tpR`1=Y z0!xh>in?EwaVjbM`l}da;`!Qt38*O}#C`4i@DU{x&DIpL_A24I{8P`Z-xOh~*|u-% zHAQqp9I3HUQAF3%3aa@71ssrn?yYU508h`|HJARoAIo^Wcv6@=$cJ`bj{PNv*;S#s z=I7<`m+UYWV=0F-Teis9J(k69>%x07TV%1V|0Fk+DvMPn!hs&WGFa<I{5c+#fjC)Y zK3hNr+0oX4nmeW8#y9wVMnxKjX1etEotDBO|H~ySLnJ{BSBRA&JR$v3el{W`ft)$d z7^j2ccqef#U}2LOMqa4uyKfZ(c^|#^Sdkb!avDP~n2Dj?TK3rk7g5w+Np0x<B!UxG zKEm0)BG_#~w|I0{7^@t2e@(a{jKqN~A!dd!Xz_&usRqKxukCEzLO4>u6<NQL80}qu z7R1kRU~LES!}T0weNGtqlFotT#G}iHqdCaqiCA5<iUX0N^hAyv2P>UYf;*^0zwG)~ z#(u{}*EwO=u@`Kd4C2^tsb=G=WrK};0UHyZGdb}Gi2mrgnelin8^%$OHy$u$qnJm& z?k$52e_{2+GCnp)1zkZ0CRqqFoi`ZjVu2$b<ao4-1*5+vDGSfAu#qj9aW{@|<c1Aj z;vN?Iqb)wOomjX*Q>oy!XW?;KwMD)b3op8a$m>K|Sej~jviCO=e930kmqwW=+LieH za}^U>CGF!*DNHoF?ySt%z(iCNzD_GKQITRMvz><t!GoRamyI((5vuWC(9b~ICBY2^ zcZvR(w0g5LkAXg$?TJFC80Z{)Vz@YsfoFpT7qSBxnC6g91`?iZw&$A{S;;^OzmHaf zG6Ru*1@(pt7>E^Sd{z5O2mP;g@x?}B>>9K5yiW9s)3H(((I@!>VysVx=!m~{;`^Dc zbj;*ZX<S=6*4x|&{mG@H^56W?d<GqJ=kJ{NUqFY*tmZn)aiUAE-dXbZISn>D`s$O) zY3NE-3tV@O29nwOK;>gJ6da0Q#uG_{fup}(&PE!}D?3wsL43X1xg{#9G=z)V+*lw= zxYMF1@s&b@+{w?GnZF1}iWO}G-%_z<_U0kOM^t>*n{S*Td|_F;@c(x`SbJW+V?sO? zKNJ3pQ9Y>elG<6j(2<JmcX6%Dl#1fDn?4;Ry5z2|Tb73)6?{RN7DFu*%)Qn6di^Q| zB_b6)$I>Yf{JGqJ`CbZQ-82-Lo`f%P4L6^Fg08_n?`>2H$~JFI|20U4(YE~Dl$&H! zXzc2ABRa%vXz-af;YdhDm)UzaGR{8oioIY?2Cv<?$x&r8hT=L^mr==}ReqNjnG(V} ze|pC3un<mfJAR<DRtV<qhU1ahLI@Z8eu<y(<n2s$qrajMcs~BMGT;?Lu}s|2tMw!} zEi9QmbcKXL_KgtnC=wDL3GDdiO+xr%HHid85|XzV#Y=q=#ErLEeYOMtJ1;Wc@z$wh zUB)oajtiLWG{);p_v<%_@tUvO^&Q0iFiOXQ=fw7Nx<JQaV)XN4`5SZ_L$+&?WEQcl z&k_tzg)x-Bu1go%ZiL?z>ZP5Fj4=J>VnaumAs%~4JZ|bII_1)JiI*M*$lG&3z~iev zUi4&0rf~F8*lwk5n4*U&p5(G0uXUkYJyc{ErHkU<b(doebdh{6n=h83i>uY+;hNK2 z2-J1Hb0$1dxG;A9$vrNj<W>cT<Z)4=vASn-0?{qJWRbT4Tv&=4YXz+5qABA0wQfBw z_KT%4=Y_a<vGHFf|ELcBW)AwT?bd<T{rqj==X9`-|5c*yb{+JqzI<Q0TnC#}kFJ!| zARhPqdVt2O16tkY6|d{GaY^Lh>w-jWc%@HN^Eqha<agR|hmJNhUYw}B-l2tij0dbr zJuQUsCa5%yXkx|3z72cYHF55bl5w22CPH6zJwN<F1Dn0?Gdp}WAX8SM{OG4TYzGBQ zHT~4_<7Vl-#vwIOxM#=`S!%eZ{cO#wu^NiDJ|5bVriy0@>UZsQREgt9x4owID#*Kc z+v~la3f6n~ZgC%1MrQ&wR`Iqn?6dF1SlcT@bfy2nwS7uBD_a~oentuXkJjW{{87Z* zsva$#J&O2rGo)(I4+Ze&Y-m4zMgeC6gzi+EDWGv#FX!MVd5l^zscL5OsHUh!+84-S zC3n%k7%e%haj4sS^qnjsdu`6HoR`6vm29N`DH(XseA9HjWpMJj<94y{(m1H~lE3Vg zG^P*i&5C;}jovej##||B%$0KQ^+igdta07w=AV*y|4GeTwL%g$+Y6RUbxXi71MaqY z67V(a%3l*Nj$Of>=gyCb;he7Gy93w6Flfa6MwJ%B@poit&sb4Jy5F)2BRb{l=P{`y zjwrn4-9nzIh+<*+WaK!H2;@Um6|!y$gVmZo8CfihvvxNWy5s*JU3VH*(;xSHywJp+ z=jM5y=XNTeqJg4;NR*T`2}vY{BuZ2oL`2CDArTr8Ns5pr4P+`Ml~75;S^r1(xz4%n zN8fAhwf3`G@AcYyul3_$B<%9$SOXsZ?Mi&ANBCvE2vutTIG6C+VN!P^7s?Hdzho|O z(GgPS`Y?eDX=CwuX^Xf>cy>p}Qj?3KPLUfk5`=5oJY{m`a1o!Frr`67gK)DW5f$|u z=mvS3x!mNyJ$>PB;WHfQJU*pd63+qURO+RqC=PtLr_4^eb1-q^_r)eh4)z{*O${;R zz}fE8zAiEc<*iC*{f5~Hpy&Mi_lD?<aKcnoH5)dfue1ZNu_53qR8bnq#!u_ZYSZ>? z;yQ}CW4R<7qQj3AM1|ORoOk2j<6#y!hXNKXtYbl^{p{xOlPuWu58u+;PxK{(;`4AF z3*0aFk2x-6;g@LCl0OP8OsZ|Znkvjf6@S@l{eC7QuU`<Zea?iR`#odxb4)ZXULC!F z=u5`JQp4IkOst~**c0W;gr!5%y47w>7%4=B*QhdaAiKCTPJ{_lYW4$OF9TCcA1t~1 zgn<uy)cp56mu&mu`mg&L5SE&Kdp?M8OLyh;lnDbT;~nSUmtkOCMDJy{X*zmtGh~ek zpD6nAygHlc&~aI?u&SDlFI6i^GO0u_vfmvg$J0^ezSh1ml#X{PrcF6(=@<}t`_pL= z9Vc3jN&S<j<4N`4+8#O`2e(H_J`kaUQ~Y3K;!mO@c3m-{gjdEkY+GRUhK4#73F+sT zX$arvowp}}hUtUcF0CyzWEpK$k@TYB`FT@1c{PprJKQ4IzWBfX^vro=M1vJ%Y}4gv zh|E4b9L=GjP<Wr!PC5<Et6n^D5u)LA2hG{Eg9?q^CGT5`s8G)+J!B9-MR`k}FvXpU z-->mG`C5cm%m$j4%upZ_Di(5+a7x6BV9Di#Pqew`%s+Wk(9hj16lXy}nE&m$o^liv z`52V``$_ntquk;-(Gek;&%C@RWRx>wILl6uaiy<Ve8Fxq=tVxfeor!XHBM7YmXPu2 z<%iVuGDKfy|6QYxk#PT17p?3$31Ork1v?5!Nb9fJ5PF^jA4z|vWCRJ<Uo;))aU!Ah z*_$WXCM4X63?%z7NDz@MjfxlgpU=bcUbL*?ZR4XU<++~-F%?o;;>Nb}VJA^O>PJjv zp}<d<i0SRC-#{m(=&#R|NMgFY7t)Lg<3ldq>Zkm;88)Zi-$1rC!!^d~JzW*1NNOjq z%#k-m*u_Cnxfm0i?;Sf8f7uwfUF8O<O^vZqzUxW<3nL_K8Iobz7(vkHufRSbBe-4` zTd=gl5VT!!_r!7yk=JANF>aF~tTb}vHY*tt=iSp;d*&LVS@zsL<z55WO6_Xe{MZ2d zRz8^#$~VAEH7Q0xyaA3^nf5RDG{9-E)Bb+i26#d_w`i7R0F~fPpYrPUal1vlXZ)-_ z<WB9@7WUQ0=T~!;4(jNmY{jkhO*48}mhB-B{Y($*o5R&<2lP;TY{AIq#d>hhl`QI` z>cN$fo3kWV7k28Ra#A04Ah2($HtRUijh2Y?N9sD@47?8>x~YxGo4!UBE40y(R<phI zpBCIrymK@Xwb1m{sr$DI;g%gMPtn^naq+sWs9%aEalR@3?a0$a!rn6~n#~%By*kvU zldb`~&9WM&r8SUH?%h`TMI9enEo_pa)#1HW=Y^=HI+S=HFW&v82HFZ~#vVsCaJT3T zF(0U6P`$Heucs>RM~A=L`%eWI=Y2Z&`k4wE`gP~2L=m%cXkPPoW%$eWD>;QKLwNB% z+KXYLC!-O47KutY?zk-Ovz-z=i&vh?R#1YZ(4&E=Gm6;sFW9<VNf8<SyZk$^D&Vc; zx(!+@6(I6_o!$mb1=y_pS^KG49vPBmoD!BiPM)FP{u?8Qo~@o8r+9K8dAoJ$9FxT( za?|bPCo=eS<*AUkpbXrLCi5RGk;Yw(zz%Ma6i!sHrv7*+iNLt?C4bqHFb}Wj`g&Rd zd+Z0V?4wJ-!|hGdV2L=6l&b%mZ!M0t?Gm1wJjKzka$TLgR2;)guhdLF=Rr70gD;!K zgH5Nq{uN6egnSM8Av!!LT35JODe<uCqNaz}4=z}}w%wIaxk!1eR;ixP#n_=Ei&Qsp z@#5hl#aGL@So=I|owf=W<Lyr}wvKba3Q?RZ`IQ6zMw`tKUve;b#^utITO4Ssk4H8p zb0FksV!At$aLI-qB~^b8ZvNpX9k=2DIv;ffr8%g68sc_omN@_WI=K0dut5%({QBt? z;T4w=$AmIA9@cgESY2SFVtQJw`4Ah|O~$fgwy<$zQBYGl;S^(!8?Q)WYz*ksn->qU zKpNkF(Y2XHIFM~MQOUw-YyPzd1uXo2EPBZ!g@r%%Z^cKpvEZCi(^|Big;dcO2c}h6 znESI>eaUYo?DYp;O?5G$Ka}zA#Y>_S-+~-()i5C#Kamz*#6$&hvcDf;;(}9M?y+Dd z@N%W{l9fzI_{-R~>J#0`V@mJmGI40Bzp3^=23&Ryn~}aSFtWcluI>c`Js0_IVrdLG z1RcmMj$lC7WB9PW3*iurnh}mQ1FatQ?d7rz%zTPUUNTNc`k2J=sct%c^eos>TTjRH zUjCzH7wAa)YDwvgA$sxI{(b8<I)X0s?M~Z3C$5(+nrvA?N8WU<%eWF9x_ZfDJI84V z>t09G?W93qtkv{mB@JFV#v(OEG^j0jbNSF|8c3)9t#ct9lKe^5RAe*Z4}C4c-<~w2 z&+}VY?Lb4Vm66v)J`MZNJX1WQO@q5v^2Y$eB`@=x_V}`i{nu|u_{>mILoy}F^-_^* zbM^$|JrxCCy=%uBsF=Z_OZ(1Hu`zy}wJMg11Brpk)_bWq+jdA^fbhzXx8}*$%&3s| zeM`zzqC!E`?yI{16<=sGF;AXTK$0t&|Du8d|EnKguOs?m8W<U-x`zVUf#eUvJ`|`0 z{%E^mMC^xwkO$!v?~%?_?kE}RAJ+3bI>}Hfwwv2nO-Aju_v_q=&hS$&xjkP^#`1L= z)9-?eWY0$>|8=Fnzgx5Z4GDQ-HP$|7NZ3a&`1Nr;38%l^SBy|2A@1tbFVf@!1WZcp zZERV9mkBmb6%YS^uVl896~8v|5iCn#20h|qI@w6`UpXH~y+jt@F6P5VIIH00bv{0> zIkkQDEk0T(eRXbk2*+q-{jzlC<3d6$&+WY#OmcpN=$$fy^79w^pQcP<G29{bJk}KJ z+ddp+3Yg*~t!B7woeAbs&-<hf8so~i-N>-JG0ti{oX{FF0>3Fwk`Zr&w|cRoORbD> z`m(Y3N)aP0lk6$)Ci?Pc()LZ2nju2`WOe>qhj{tJtS_&w8KCN{xVL|d0ggJxd8Szz zpgY`jN64@~US%GMYq+kD!M4y!>2Q6*m9c*EPWrfzcU*e2q&}#tcdlAJs)r*s&+FSB z5ZzdK!hFF|Jy11TX5V_~AxP|&teTV_;;+e7sC?3e&D-kdW_xvE85OZejiw7KTQEcR zk`63y`+UP19pr^Lo+1C!h8XqRKbM2ru(DlK_ll(r^Vl_Khi+&=H1O0Dft^~|w04iY z-J~X3Cae{!j%ec0Sj&}HQkqC9h)%ijKm#F{&MYX5)`0RS_vX|=b!?{X+aP>G9ZhQ~ zBasH`uw=)Y2_091@5bbV>N09LdOUpN$~slZ_dh6IC9R5YKC?CVb5-E{sPkRBwhE4& z7`fpxt&FKwjiPN2m2paBc3DD<GJ33M&L0U<Mz`+V#fJ!=IC=73*$XPecSmfh=rbi) zr?UQ9x+&pi%;hC3NlM_|I`4jUSP@TK_c<>LR|JjP;XBo%0Isj}90`8~$VduJ-}x#J z3E6Ml8}sE+57FhNfpXXvzda)Au`E2!RNt!7mBsBV&KlqQrD36=G^Us!joQ}0vZfbO zSXx-99Oxhg-wjW6B0D6Z6JElW6qiI@{rt${6bV$`B>yusl7Q;b?|Xwq372fnFSM)` zM_H7jsB0S0kCp{$4sPN&RWMIJypIPhaklfu%RC(T6~5`29S?I3TDdjZ^DuV#&&g>P z4?Q;NLSDmM?BcZx+$K7bSC&>_QozMGmtKM3om><e=Z9Kv;bQ&qopSTMxDfL=^{spv z7nUx{$92`X_}VAtSvsGKQ!}ngE~6aGGd+H?xtW9M(SaQejU1evSa86)h=WoQmpua~ zIq+L2PrG}BgAMcc{Epqr!Tpgta{oLy7}n7AJ7Ug(eVbp^dL0fNk{*2XA$%eeu<&?y zJsY>?ANpMNl#TRV`NcWqY#g+WCXr6C5wf3m<7_w^k(*khzuL0Vbu8Mv(0~mW8ATlr z!YjkM!7|DV*m!^De(0OuET~)`xAbXc!MmbxPxoyWWb+(subyY&ig)oVi#QhQzHZ<8 z)SCsb*n*^;wk$kzFHiXIe)}u!`$jVfx9rL7HfSWg65H*k?skQVHMPMn`s0}RUZ!gr z{NFnFBb)k2)=XR-_xSRkQ`lmgo~uqWz;Bi|XMbg&f*N$B_BjJqJzibAiWs1WWoZ6A z%z)>3<@dI|3=~ibX11(nAm8r(n?()`+!FV#f26>G<mlPK<5UK;N*cOdh|YX1k4o!! zMTb{=;Qq45bo^SYwj}Eg9eNpwCL#HBT<FT#qIaAQ*THZ1|L!3=wCC8NkAz>$j>Xxx z1=1mW{CZxICmpL-YDMo`LdRtl|3n*oIv(ySZ~w!j!{~tT&X<C8C<IO4&K@S*a;#op zV=E2v`kNdCOK4b0+cWy;3=PILL5KJ5r-4j<_uVRhhUyD359J8QSgp1+_(}Lh^IPG` zGNM0U!u>}tD$vkws9+nifH*FCHQD*U`&qKh{tVxtBKb<ujtxX#j0~*RzdKP8I{5fP zh8z{EQ&aOy#wh6Xc(AwrB?UPqHa`{PDCjw(uKspC1wU+>C_D5h=x}jdH~Ei@#`u`B z@-{O3RM+q~-XNn>=)!m9bTXa=bT={M$hfm}$n2>%8M)_fuD;_$MnyyGhT~>rR6P!e zH4-Kxy(B5=zwc3AIbEFh-+lIj>kn>No=G^Q@k@+)3<=3YBiA+8{qO4z|G%^Am|@kA z2ZUFuX#Src@?lnJpELM`kC)~>Z3`Os5We?Vvh@`oJ2Uduob2X9SIsfRua%FoYXOa+ z6?}MFRp-VW;bY&9N69H0`50Z8CQ<s<3|kwvr7HTFA$utP?9^vdlqervk>qQN?^E%D z7Ud?`_1(xgP1^+9e+^bTJU7OMo`Rk0qm8lc>AI1+X(K%22k0-%HA3x1Q~$rtMmX3L zxvxyX2pm#OsOnKem_AMYy<gc7)i)F9r`im#|INzdqvs6JJabn2jhz83&s1+PmNo!? zz$Ik5P9IfucO|dw(8rvl-&O@`M0dIeeh>WC!|J8Ap1$|=aQnA*<xnKykx!x@Le2G{ z8t{;^Xjm5;3QzsLRicZ1>$6my<aKd4<aIZ@QwI^3{Eygf)WN!mH{KqfwQ+21oT`+o zHiQ{h_bSY4L1U8n^Ink_)`pJh%UWo`HRtmj?{-bd32rar*l6PDa8^~DnkMG-99?^| zMgs?euRnVese!;!n}t7qsbgyE{IY^Db!>bPu;uJ0HPp#WC`eyW!{Nq^23c)2_#2!p zN}3^hV%z7bb6gc_4$q!+38`YDt0T&=Oa*4*hk46uRfy|MeWf~%3Pj6Jm!_RihTd!Q zVXFjX%=`Cr>e6au>=WD(79*q#`o=Fw$2*kJ{5ox1=!6nDYXwfL1S&x+_`_#sRV7H5 z7TPHWC_+^f-dlbtV4mdtc?0eW5H=m(@Uc-Ibs-`f7p|9wYW0nG8>{8;LtyT-L4X{{ zjPc!e_hjLApk>~!>oVvMFnGT)RT|IaZk~=Wl|o*9>Q39;Qcz}c3(GR3pkzJO8_bZx zAE(7uAIc=L)9~qAoRq|4pFcHEZ6vX5%pz#*eF@}97ijhW5J#Hj$AU{A#bNULg4w5H zamWXDDRK^r<NdFORiydikXY(PooV2~P9<{f;`2N_aq~UCXd@4aFBfmAvE@OYzqNj) z77x8EG!JJ?b1_HhgM|8LE)MP3edACC7s}U9_L>uYk+inRFIdWjt<d13Nog)(zlHnQ zjBxOMZEDgz!YP?WfsaDVIk=NCU{QLEgGJof&Sg6|kk-B|#rEMKrQ);YK?|ZA@yy37 z4LIl?y!&}toP*A_xwhBma-h_AGKc=24Mz&==dEfsvPTsk3uUr#vsUZu#V9u9CFcvS z-NeQ=yHDHI*07;W8Eh9{#YT%=Z;&m~k-n3y8W#pw_;Bm+DCZdqf3KarawLav$ib`5 z`?FbKwMYnUJi&sYm(l^H11uPSUoHJ1fQ7en$4<N1urPEsq(@krh59_R8>d8A@Oimm zFiwz#<_Pyt3^6gkz=ijY@XP04{H*=Anb@FPzi}*)iSZz|!G*0%2n=UGTH?lpUe8O1 zK_lWgcI3e@3KOTR-|x^FVc_8L0N;^!ghw7M6Z5~xz}_$A!oQ9%@Zh`no8-+5{F-}m zYQ~g-@qg~6=UEKg`TWIBYM74DEJ@>m4mu>~hTJNALY((c(If&3iM}lTK1e6}F*T4l z(H%v{pQ~YYxxRF;e!8V3y3>)kOv^9KiH;2IughlS=vaPs@<i@j!Y=_bcaKickQHK` zWA}lEJfVC?v8ObQOL8@uZ_;qGWDTS6JPp(KUG#jyF{=X|6Lu%ikP%re=eU!Gt10$9 zb63-_e0EOE6%!g7R03qqYSB>i@l?ZcMH&{&I?mfKPQ!%H>~5=hG`w-|a}1fJ;!WYr z#I9;8w7tBn-V{^OdU@sidpT4LpFg!{6Va8fGd@3mt)Swu;iU2jqAMM(OcSXA3KC^m zudAvl=xm%-`|oqGe$S!GvCR}1=`vF@%_%tL5Oml}h64WFFUEg{$vAjab8Jf?8AT>S zlJkk4^mVPB?AuC4lT*lGun8GoKX<++%_GBpN$}vKPQoG7P5k61B;0+~dtUJb3C8^? z{jY;b=$NiedhS7jpp$HQ=`s>{mKQ6dR7lto#wJP3A;G~z!^e5{e_wy)Lq*=TmTW#8 z#_xVua*B`GdAnZQrV)LqzrRQ~g>cJ>LY1y$q9>0cRR_}fn7zHBe=%`<3;D*zW5l-M z=lI1J&+y^b(?TWh=EJKiWr(cA$L|v(`s_wCSU>x-dEDF#!~EVkwvndDh*jBUyTBAK zoi6NSQ6`Y7n=$<%X##hd=JM+X#?T5_6<KoK2)YdNM&2GH2+UcskM`LRi&rZgrFs~` zxSmuqp=*dE##)VxcLvxh>~Z>UgaHn?{ovA<8NhFMUayOw0bJMCuG;)oA0A<=YSJ_G zA^uKypm~`->;p!xZTqK(6iV0fkY{>WqPo~MKTQv!OP?fVd+A|_6IocNuZK4q%*L<J z(?hpAH@kX^E^Zy$lc%Ap3;%@f@R@cU1n0Hg$=s%cddA+(j23OIQrW$0B2ybF-vb|B zGa%;DpbsGfTIl{o9sQE7g-16cm*j2KLQt@^m+}H)dLOC{daQ{Zcj6ZIx@uxfQ1puS zum+$W?jD|`0gAxVko_w(u#UxXF8ZX7hQnJH4Ew3$ql?QH<0&<)H&d?G$Wg;v>3LJb z%hk}krtg0GdsTFKzdEH9qKXBp9d>;bS4By-mhiP3DyUnxKimAU3YMP8o#qLtVDWf{ z>%?7UEL}a~*<+*(Yv&{NJ4cidWP77EH&Y4e3M`I^s}c@yZJTxFm9VT=J>_kZBEB@N zazEg&h}546o6A)cQ7iK!O($0Y^EpP)->LxGZ1a~{wgSkFnO3<(Z+ex_3T^d}$DC-j zUx#DmFcZ-@)wo^`(%o$}zFKmqJ#eEh-bfa+{&PMi_DCbzWA2I^3u$=getUEAwG_;( zic|l4u5p>mm)PKLNfZin6g0<4qFhjPle?ZIeq=0LEIS|pc4X_~j~65`8Qs6b$3X(a z%=zbAhQvXYQsX7(i(|Y^dFuBPam?KwAfVCCgZ<A)scnTkJn(B$2-?DfSc0FC-UgyO zW*aEAB0PN4V8!SWeR01dw9ViW7wzuzytDRm5t<)$^T;ADqF(5P$tZGhtNmJe*aQbV zM=Q6@baUXc)3r6Kk^?FJ?eVEI9O8U&f9D#aFNd6*DsL_2fTxyxFKHnM`{oJzX{mB> zw3of<1&M>H*&xf{Uu+B=8B?z(oO0#n$foo%HkM@8KQ}nfhPXJ->Q6EoN%wabAKFgz z=lL@$6HhjB_E&3n+prPksHW>H!$!(Ot6S3oY*akb0AE0$zo!Lt5dN6fb{4E);Zg%z zvh)fI`!<w)h)!oglvh7OiC|&#;nvibek^=i5m#<$#=`2CY_C!(3lZzRP8;?!p|Y7J zGTh9>u}W*+jvGwSQzdo2Coo}>;3Rx!Clk`|Xx~+wn5gJHd3raCiQPA(A8jIfQhD-q zsQ4cSLV_ZbX5KTv38nI~A24v)RmOKiAp;E$-$$*y%)loch~TC&;Pge*v2G^=0?R|b z`K)GOzj$Pbt_=ghw&Oz862$wr?YOpAkbx`5tjaCF(;*=u_f)uzj-OJ8y`Ma!BX9lg z`?AOAxYZ+-^*)S_$cK|ZZf~SxZjY$b3eXW8T@<KCxa4y}n0r5)=#tK$Z6?u|rDc~+ zd44AR(ReD)sf~vH727@vKcYc!!L^}}H)uGUCYhR*PJ`|G8p{JmXt2Ju*3xnd4Ue>q zA5J*ai0hmK4OjGO5Xu!aj`{C*V5|Ja97d@)5xVI4w>MPyJ<W5uR7geT&YVcI-BfJ+ z{Z^pBoC=!lBYO=|DuUk#v48%c;P2b*pKrdRAR~xhWO9ar7wbK(YXd1@-xp84v6=$) zZGWC_HY2vB^F@dLlF{Yo-n+7j4E@gbb)$#Lkf=W%S`|!2h~)G5Eq28IH>rZ($z+7y zS^x9hUlKmJEc8D2j)WrGvSrSMM?PEr(=|R%!Y1XcD(Nf|cB=J<auZ4LX*w0gjVD2K zuVd?tRU|md=ohA%lQ8E#tKXeRf^Y2)y4ctPbe=P}9sRlhCKC(Se{5R-R-;7!zsCRR zOz!~=I=PgOh=szFYWMh<^TAMj{uMrywuHBLxbyKnMr%onHXpln9)EgA;bU>f!Zbla zJ{}t_TB0PtN8!{8<!5DPh_{w#pXoBg%{yK-%a5Aj*u0OkjY4Mlrc)nsA;uIoB4<T? z$4zi<Ra;1Iq6y|tXNt87nxNPEaiP&gW84$`*1yZh7(0ul)_*8A!nto{J$D0)AV0We z)J)e1j{MdLQja0pd=<@#0u15xfWEcsp8@nYo|mmUW`OjI&t6KbHh^KGEA{0914z_< z(Es~GAJKoJV<VFFvCZv3?kPikqW?!Frhn=o`|_s}fk%3HVAS<vIFp!SwTGp>^>Dzh zvU0An9^t{5MdDv|VYu*gXK|1&=5H4fe<7rc?1a4~pI_@B)uLY8I#ma{)9xofYU<$q zx;Xxc25pe6tUv96Hd@_$PlV=a;k;tLPxEt442jRa*E_6<Qsdp;u2Pzq;0ThO3pL;| zGCQ()kp`+iy%Z0cQHSXBQjw9%>d4%*W1P8F9aTGGZVfA{;~@Eigiy8`_{W>}OuMUL zVAt8X7X{U@)7drjLcS{Yw$IysEJ79W$-+C&OR6HrYHR9C!Yfnh!I~b2R6yp;I~+fz zjF+#c3yc@2AmCV5_U|*w_%a}`Nm5eAud4>?gH1}%PPFUI*rS9KO?|tn`V{eS$qRaS zz9K@znr>epys}B-pTzMG3W)S|p-Jvlz@Vw>wlO6IRFszOXep5g`QbwU9XxrICa*a* zohFCvM?~w*jO36;T3-2;=*Q;gs<$RHW$?Xg|F(&r(%ACm!_I>N(g@=8OqnZ4L-|N% z+^rW<I5*1Jc0pDO-aT73R7FYRwza+IenUz4*|&{;VMs!FPQ)W_uLRN@lPxrMNuc~; zhhvqZ1or1X^|4(gj`b@W1YgbYaG3gak$oo*e?z#>K0f8a=ZSmb!3Z95)4ppDE$86} z*SY)U0%HCykfU{TQC8OSOY#C2e=Q$sHYRhCySwBC*O!Z(bC%`g+Hx_Fl7JF1E`DFF zlU+Z`!ONZpMho6^Fj4OEFZm${p<Jab-K!ihxO(4m;yKVynMql_lY`oIOY2zP9ON9E zyX2ld2R^!T$=XC$VnTUK-jg|yxg`BTlJJU7`$d~WrEC<R`d}rS&Bh+vgAET3uyN#y z(g{0nHk#te*)<E<Fp9hSdT=fq5s&{&T^}ZVvbk{8iWU~k7Wql`m9ubKzQ^zJbr!BG zA2`20nS~@b>w89VEQnqF-uQVd3w~KD!do3#cu^ttkk4mf{=>L?;yOfsD&nuk%w^&D zcZu%*)+2UM8%P{zVnY6ub!$o~6GfX`Gj(#9_~@}ok93>~o?)k3#V(>hyZl?$uVrFm zkwy`BF%zBqckjL%Fp>YtGCP&bgy-(AA?I-hA|ARu7VTlcKQVgY!)FY<R5*7mv6$$O zl}$A(nSqji8{4NuUwpbNxTiNVAe6sXhrgHsRo7C1*9r{GDhrk8(izw-p7SJ0hym+g z57S2)>9}1cE&Q;G4*80<>j8O0H-rZdI%UxDE$sB<L^vJqlAd!fc+lZ@Ij~UIfR6Z= z#tzp7=-5|2f^FYuaHZ>gbLphPqh;7uyq1O&_RAl?x<*5*<#fdP3>y9&8|@8`C0x>3 z?5Pz%!&GyM(<cWS)}KE_|F0`g9yqMpElK!fv&IS|0UA!beM+8wM+H|fu(_p-ibtMr zxA>=1adPn&1NBfU>Ta}<zqnALbK1T=UW1CHO&2)!L}&ixzuNMyg@PO2DWs%g3Z7RN zB+z0hxE<0e{DkPsF8iZzBdsVnmMCFKp-?d9oITB&AtR#1N9#YY1W0j`8{5bb=nQxf zcZZA(tK?_h^2pe!k>Il?lZ@7tPU9nlU%qWExmsXD#<9_u&35z2@X)>e@b+60^v_A1 z4l5+V+URwwJ<*%M1Dl)#BZ$5zKZ<(nLV};y2b<kWB#b+C{0)#GVP=n*h2i7^q+{a+ z!T;-bVJx@QCF_>(q0*3YzIHJmieP;$uqLJ>M^V&>kMbYCNsoycJm2-tGBZBRs}||y zFXCe%HLZnC<>Q@cz|Tb;X4t5+YFhq>87|z>HBS3vhJmZXD}*A<z}hL$ZgkHS)+-nL zSoE5pd8voyZeJ6`RovQY@!J>ziBqeE_Zs6?!M(2K+Q!)O>38Ja^F~k_PFdILPV_~h zBU@g~2s?hdm1m|I;&;<oN4AL})<wU0D?Md^llgM@rC%5zqV(ulzY_*n5<Z|X98YxR zmT}2@I|F1DKaurQFu)hn-lT>7`pC<jyZhjEeJI5GS~n1m;XDe@cUwbDi-k4qbM-O% z<wW(ec0HK1seO1_tcRx}b{`qxdMNp6W=u8IL*DKqzT-u@Nd3{P$9L6*B5m=-z1MV* z*P@;}PhAIK<#BxDwQ;^}{@e9>+SvSO!0&Cl7QC(R?C+M>!okY8q86ev0;B`Fx`#Be z#JW+~Mo$ym(J0sA77e_job~^vq=8(i(1h7Wb^M&Mn^eqHhlSjI@`S!R`oh20&F@r$ z%colDx~*zZ_;um^We+uM|Mhbsk*bCkWkpM+a>6aC^WHA^Q^jHDNAba8s>qT}wwX** zf$D<N_Dv2d_?ou#z>}TID4B`M7T%!@sXyn<ud<cFt2g=3@Ky<P_IqCZldgnFSJBiq zbtRnX*<4WDsfdL5Gb7{s6tVKETIBLk1+ZTQ4v5Amz)|;tGHX&ETLL$*b5F>lHZgti z`;T%6zv-y>`Gy>H)0@q!!sIYHYjNJFS{C*l*5_YC7XDL~uFiL4pkX22`%GO1w$6R4 zs3!=o%n8s^P?ko;JJImx=cS+&$qu!kN@44z=D!QiNuu~g-qW4iCGl#<yInV4OW@}& zT`$jA38+XtdHdtHIMU-5X&TmvW0o?rj#?v*VUgztL=F+Xan8CyqKLz}DN)lUkB6Vx z(+^r5dDy3NcCP@J2TF%jm-kOD#Mch8nR#4P3uYEYL~-GzGonATnhRCd){HMKE^Hh8 zy)FxJ!R=SpupZ*z$>wiQ{t{j}#?92uf676|7o$Yyn;hKRQ_o1)%fXRH6Wb@(aqukI zpz*8?hd9sXA77!%L0!&7^JBs*)$6iOUz}xQnX#LQTn`&DPr96MRI#ziC@^5zB{nXe zcy#;wQ8sqFHOjv|$cDwaj{J3-*r3%9=2V!m@ptuQJrxQYV>)L7uMe^?*jW3{p^1ft zgMOQD5>63#_*O6@n}y_<ooX5fSO|HxZ}^2T3x{UUn0SGOxXOiUTul~~AD?dtpJn3i zxOPzCQznXAZ!2%P#e`_dOHG+mOpHBkz4dB86S<FFI=A^TQMe&Lz+eRvM-R>`t=A%^ z{lJoa9HK*NcZ}AF5_9ZIp6Yi7&izRl7Wv4433r*r$G1cuqPMb>?lO?DB4Awi6axns z$0EC880eE>mPUFq@L@;l6(wuJF>XoCRpJc%ERXYCI!;HFz~6q64|E*Mwr#svO^4Z* zwc$2dbQo2eFaNcV4lPfo1MhawArtRleS`2ym;UDZ%?@;&$F&tJ&FKgUlm05LM#mpj z2c01<9nQ5IirU5KU^lp>T_yaoCwh#vrH6(&nP%6`8wr2B>6PI=q~TiTlv6&@mz5{} zy!YQrL*{Iuiu5`fj=x_a(qT=5-J759&#2Mx?49GyO$-|5pWdD>|DK8sW`!D0?@(b9 zFID3fM}^FMx66S<M=k{vy_q+U3a>E6D%J!A%Q|d3jz6U!ZJ~asWD*4>p9|B6A}I*7 z&{1yiCFYM|#Z?9rXdUCrFAyfWQdFT^+(-06jv12lk_`I3{!;rwGH$iaJM`xe8RcH9 zjR&L2aK7yxeb1MStve`IS*yr+9BRm3r$&bQkpxojFA~oC1s6a6Ktl4W0NtlVSD;|> zA?+>+^Vj^jwVUY6n#78cU3nz991Iy)dz=Kxjcf7+LP&@;*={l8_P>AMBJ)J~iL5>! z*G_hE-Wl*AX!ms5ftaD^+dK~uuZMPge=@4ahxdiaYhIFkEIV_y)0%M0-LJ9POc6dr zsZXDT%;Cd&^N|&o{+MBZWBAK*!Y$1XQg1{u%#i6TW}u;Kh8<>K@6EqrijH({ZnCy1 zw8R~xLN=HX|Bnv?#Qqqgv9ea7HOCm%uVs5wRE+WEi?C5nr4gpK{y1|a&<H+n{OT{h zGepN~?zi)vhA{AmNxwf}Ky23>zjM+6?Fm+1GcE>rO`3(=gg#v3u8mJ!)yG@))r*RD z=|lB#g8w-UeS}omGTa9AVBu)nopoIgF(RTbCX@6~y4f*o+g3g7dwsOtOji%{j^8f+ z&CtWJ@`bnE&ANyQ8~>RRt_x<^)8)5&bP!y}3B2#41E-ja8y-+}@bANXEzK?3D7#{@ z@(W2DYwV&s^=@im>5}mIn|NASrOoQ;x7S2~<nuFTGa48_FV7Z<*MMFzYqG#k1HLOG zOU>0a(C3lOyUNvo>%B}`#bb3Oz9o$Z9#zM)ggMayE7WmG#6wJ&qK?Pmj`!tXse!&m zT;s?QHRxGPC`qx^FdR5^?f$STe0u%r4^*h)%6o?^VJfN!ta=|Mkf8$q6{S&Fr-DT< zSMp}$RPaMfK&GHp8Ov|G{m5IYj1P&;s)hqfsIJ<0Y+bSv47Hn$UqcDHj78+KTt(bp zbksdcTM?H9eJM_P3Wz!>wset;0@f?NIovL)fTe+qmv;B$alP%6;`k1EZ1r2<e?m<j zUs@yvjjzf<K&v5*NBG5kpXAN>99eu8-yXm1kPQAFU9;_qoD9V3*e6a#NaKZ25_7MB zG#X|De^#B7Le+ihrbuZisFXf?VVWaJ^x^Zt=?@YpR5@`oG+qL`%hiAFb&>!p=gHfJ zFT|lx#of<x5=YqkYu}8R;@Gv=s%GtH9>zEKdnMoDVX<6f#^`Y#6dFQ=;mgA-g$LAN zeI71<J*Rm59~Uo|>^mEIpNr$7UtbF6aM87GZsp-<E<F1uTK{-(;omBp=A_5P)bP}v zehwFJ#LmdNj&LAOvSE$2aS$Q*aCX%#4iXB-N7_zs@R8<Fy(Wx<O4U;5h7}wLRiA9w zZN@?Ui`E7gZ4R#8owxO&C<g^9lqRR|gjc=@uv?$Aad~<3^Ft+U<WPTl@z1kSW&5^o z?g=*DdW$+A*v5uLHecuW5;o-jnvNe<Cp@EFnKLfHM&@O)q}%}(R$rEB^J`~eXYa{j z)mj$5bS_VNR6sZ-|C7?nL>8PgxOZo_v+&ivr}IM~3*3E5JL6Wcu(Y${<|1Pj&NMpq z-=ne++ooi{<qs22ZVPCN_b{Q*dZ(tXfeEX_nWR<uOq`l0yw4zuiG!&|cRQk)m{l*l zd?t{IWq(#I+3m)JKKDd&r!3)}%NLexoM0e`CAO1BbVfE{{=iGZEqTZG8lS(<0AF$M zIqFdc0x$8X*8&)DF!|`IZ^gicuREi@Dl+i*Bun55h3L${-AJ!7!XuwL-`Wk+;U2Bb zp4(0becM-!7d3P!GOSWh-k{_A_`46APSarkGhh2;I(8Yacr?9}4%5BGo1^ULD31=g zYNbQR_&A3zNOY#W($u7B4jotSF4H+ROt_?~xG{q0%mSxxI|APky}0ilZ9;hF)1<i1 zg4;9{I#)P$<<M~R?w^8ZSu|`^ySY6+nuZ(y`f64M(oi0EXQ2?`8WYWv&20uW?2Qnd zNoLXD@IJ}m)+80Bs--$BUQ-cX`=jK}X(|>*toY*?L`BR&Yq=jbRNPECBbFvXh0$2N zdIZrS)$6a*`=3)lDU#00%%NaXnKHuPOF<6vhR$UR3Nl8oosO2H;MDy~g^W?6FOKFJ z<<(>?x-X-;`7{}Zdz~s(<H=ZSY#{zKkc<`M@qao!$hcOO_&r{a3_)X|rPiWkv{@-! ze*caHyR+i?&96w9t)Y3vULwJKtM3W>|L%+2FSg{p6VaDLd!mo3kYK-y#&Z4rKVHdE zm)74)_+x?hMrzRlKK}YF&R#QP2Hl6>mOL0TLy_;YZzl)Lz|-{dsv9&z>!9vvcb^$b zmg-&09yNn;(L4RNCNmtc`t>V6#0*T5spKycGguie%UU{Oihzel?`Vaa;#|tsTYeKJ zDD7J#SRHDD>#_5c8=o7a_nNcdpWVj9b!zDvXRa~Ey2Zj5zB9rJfg~m06GmvOHD_!b zHH7Djwd>k)4DrC`>_m~9A+|oxdHqt#5ZMOzGtc}rfW;ljz@@bY2>*N2Ypb6D777}q z+G`jf?)9N5he!H2wrzO-n6o|vN^gC6udk1jH;>m=3hCpXMu4F2IX$SXFyl+@(t~aJ z`(Faf^sxK5|9wNED|(w*J6!X0vHA#w^U7HlpZBIUfB2?@t7?6sWf3}fvej|^p(br4 z25Zeauh&M&IZw~40@^t6%7^+VQ48jtYVi(rn)r0L_sRJ<O@u1-|GT86iADwUV4VjV z=pCWQ2rSV+OZvKVI|!ddHQT@B>{Z9hr0D%C*y`}sx4XTmT@4aH=83qasG%X`@zF>H zH83<?8mPBb;q~a(hPXIYxR*b<;S{Wj(dfo4IV)75t0gq{xQ6h_zjHOmuBu?H@Y4Cc znkq;&Evf9UQAYfxfjJ+vl#!m%ygW@*8S}*Ad2`#9F#5ZdZ|<lB#m|YJzkVuW^OS;e zU6vx)Uk`}U{wP3!?^S$irvfIbKeT&GD&XLYZvC!4d5nF3H@PKN9t$tFSX+?g(PXXh z{$#Wq?#ipu8zkjmaxLS>h6GteotvzR^pb^%!oc(NI2oicb5EbUDh*8!eb-#RG#G1z zkA5M1;;gB6eIP^%H$NXUHGeG$lZ)rJ%sD2BvK1b|=6;gMyQk?E{8s{P269dr$r2cg zcwM@kA%VXROpDn+gjd+MXA&-m<BY}Sm=$Zq(fZ(yrk9*JLPQk9OaJnKL%A|)**vry z@G1D=!b9zz#7YAN9`v%6I&aP8Az`~ti|Q9H<QVmLRPwp_>R_$9Y&#dVr_+D-xN#9J zuu(xzm5U1!<W+%V9Jrp(Z)<JhVE+Oc<sD@ll&StPqUCZhwESLCSQO!vH9<)hK^(&6 z48aa(qAL$(`|Pzi=$k7xG|J|neB_i(l`sdVZ3ay&``93tcE9UvV8j2*TIc)<HU!oy z4>7XXFb!FhTCj%=@64klCvP?~?(3d!vLv?6UY+)rW8=di#ivqaHrmSe)IJ(!;nm{S zXx|PNG{e-51*%w>c)0QC!gv<sAB)ee-Nb?pH-YWHgoVG4IZHZaS(t8Ai#axrg~jjs zCKURZs9H8qI?~3(5t9^;j#o^WMIL&3;5HKlR)!{?mx+GdKX*v-1QXg>nZhMIh<*%K zD0!}7f^;BLhHA;gj~Z@eJJFMbU6J*x#uzY<yybeohJhbCmeh!w4A4E5{Aei*98?m} zFWJUGMFU{v$UvF;jJtv*1CxsRNney1D5#P;Sj}Z1bG$~&hv*6KLPT!&D?0wIdXkfV zmyR|&;T-=9bllmTZYq3$4&m)X^M-cOq586X^uOmB2Y;R5q&gFwS(0J4+?0;n>*TNU z6p7x*XN)%yUWu60GcEc@!>qq^whPgZkk-US%m*}hE*dGUzd*yKprMv)Ckc<_rqsv8 z(qPHr*{lsGyprMZLfV^#xd$d6&n}~3|9*?5xAkeL{U%!!&7(o%to~sSVH)}}8m*Hj zs5m31dZLx^OVu4GuiP9eY6SL@J@*hjIW4kBY%LW*-yGEYtf<)4drB`&h6=y2-b0&3 zsbJM<b8SZ`=os|=H~5SKjjg9+HfK>Vo%!^DQyc|PUH2JE22tR$cH<km9|gvZOS$Es zpmX5$;gd>)bCfFmUFJ~WVK(=N)E6>7*Vl%AdQK+Z7o>ISDj5e&hIIXpli{>>^qOHf z8GT=3J^!pAx??ExI$ep3J*gkJZ=sNJ<9EA&#cvXJ-MDmei0IAu!F8oquaMw%B~G1^ z_dkB|R1$gPRl!FrWp7~PCc-Og*Mwy=`S==Vnx0QMWN2oSUNg}Z(bcaxcl*t-dvZp5 zq}dGVJ#s12kIkTy78u1%Aognr&rKFL!(Pvwsh9jr(QE4Md`#06yN|WUPE490sQGw6 z$3hdd|I~XQ(Pxa7&g;MWB8;(g?fT5^rABxtdVs@OZiK4B_xgg8M(`Ecn^IV7h#sfA zXD!bdV#jJ-p|4(sV6`WAHpv=dv+~<}h9pC@8*P-F>Ndcae=8;{YYcEsS!FsP-T={a z{$zF78Q`g2?3@i+1~Ar;czSq_0W`I$2PVGi!;KNqviUUOnT8uf)4}?9to^$2vk}pm zw2WZue|pHi)!ks-tcRt}Wg4#%^)R;7G<;x*9@xLOTfF1yA^GAFdRDY9Obzn&B3J3+ z=AVy4UH^1&c<v_qJ^OTEZsB;Yb(IblyZ3Bq?bU{6+Sju-1=_eP^WfbVYi-1x(x7Z@ z)&e=etBSo<3#(VnDX**0#0BZy+agwKLVA(wto<VmJnCC3Q17n+rPs}7jveZ7_Gs*r zicm)_>4c#Duo^mN%pa|aQNy9dcRod_s$tpFBW`V7s<^OtY=Zw@6?W>1?`1ct;!WS1 zqj@DNP_BL=(ygw7g#0V3Ry|Wjbb`gwy%&^mEK6#SM6ojVoly4v=b(&MIk!DbVP(8M z()<2mz7lRGls-(6Q$n4S$eILyMXXHPRhTKLh;!yiGn#P<kQOw0H#{tlnOApcLRaOH zvyR6L=gVW=in-K2L3w;?VjeClkVBVRzpVd8IS6f=6sc5@gA?z^*W2@C!FyplXgMr{ zq8MI&t)>hlQM7Dhurv-|ml+M4BaPQZ{Q+@nrC=t%EM$(56w*$q%>Usgi6uk1FIzd1 z=>GHBZcU{Ger<TLtt(Ih8*B#p*1Q%+l-Ap=nhD~#D7<!}+e#cur^=Z<0^+zZ(@@eV zD2_ZAHH{;~JU9nuSxGhXP-l@*{xY72592jgn;d!A<l#DTWP*#*!@qtWsp29m+QX<V zjf=BeUDrBp<H9X_(V0!gTzEH6r5~Q=;CAz!3H7fWTv@0*c=IU-9e;8!2bOT~*wiOp zB9DWgCu1+ZPUb-8=fuY|v4m6Twtp89y?J(c-@>=cIWViUTDqT4^rrUp+9{$pYHT;| z-d{vFVlMNSePKh(>)oyQ^=uR_-&&V_kBuUI&4=!n*m%&X)G?aC#`!6xoZALA7_N=X zYr1SC8t|v3#n`y|>b=dkNunQ>oZ3CzEEKos=>54vcx0EN#=(;;r2Jcdevt5rcTV!s zeM?z5zU=5Kdu<jzd;Oeqn?$@GHGlY+APb3VbAP!FF)`(?X-n^7VwBHHt*>F?a4258 zUSPs}+T+vQqfFQ<tsSolV?qLUX(c{Pe1Brci*{wg;6_QOp(ztfEKh#n=`!(RssGqx zHWM;k7QXy`1{w^1ov0(ab5&9<?Hu8k-zP^zLvk6o)N^!v{$U2LmFyb-ypw^%4}WyR zTo@=R!Eq5y297=pvaDw^pkenaDRG*PhO2wF$#u{%^VKtWppK3kzm{COb(4;%=Mm?; zGU%|d`?ZoANeAh{D7nsyj{BFce2xYkDO#S_Ty^P?7M=}}lcr<&g0is|K{_6YJ!mNS zNyE#7f>*W?-ASp{xNKiX!^37_b#gHc754j--=3x+DCcBc_I?_;BCErl2(Q?^KdvqA zMr_+P?jN$EVQhhy(+znV+Vt`>g67j;ez3^k^dJ=`@1CDS9TmDmkAnNJ5>D9~E1nZe z1+VvZ-oiChbmi_V5woU3Buwt&M-3{R3g)i6M4{rbt*o&1HwtbRrAM<GDTpeSY#OYf z;L4pV+piFwSsiys%ViG*J713~%eqpqeL}XcLXCpumGgym&ZFSs#dm+4ev{FgmiAt% zi|7Z>r@Zz)8Q$OK48)|6;h?V4q8>oT``*vwauYIYMkbFKPLgn7f2Wk==l}h4Fn)_e zP}XU4D2AO7)66nQ!Wdoo<u5+=to(WSc>y2ZXO|h=Pvm3t#?yMSZG1eBxAE3q%?GV_ z;Tt_?K00*WA*RlUT|`P~cdHqqSP{P(ubLswepPMI3Ns{4{ac`a-V`RE>_&>dn&9rj zL-)hBm_U4!W_6~Z3A(9;<jK><_@w^Sci^uP)N>cuzbiIEMZMA2tN;DJSR<k!ZP*Yu zX4R$MB^aV^^~v3;u7>DRdDLMgZiuhNt>@Y%3~(*IV*0^T0|aMS{IJb6088Pm;<-Qr zXynD#@Z=0Ie`LeF{bTxYe!Xley+R)n0?PX>)ASL-H}13Bq7UhXTdusb)JLq+tG$La zeRvKievYlwL)A&=g^x1yux*#~=!JE9P!zE7>XXpJf*nWZ7We3)^6N-wMwl+fiZ;=9 z%<4ey#Y>0x1v+S-J(%GZqC@oS!qAA64)$+3UfX>`8~q(CKWi9k<7$x23(FZTcm(Zy zK)bI6ksT78DibYuowaW|)~bn<{f%vLdYTY6l})~QT?1Q{K04cmYv5}@`?p{r4J16S zkLq5hj=6c88phwK;e~~z@Trq(pvlz4oR(I@j7)s6LWC+dRc5N%x~SrsZy~8%L6zuP zUiYqS73_}=KeJFr1vB+&vEM3`35UcnLKKu?@gT{yepm^^NdiBMS12LX+bUUfN)dw3 zJkFhdt%%zqQF{W56_FhA<!8LBB7A+8=4e(ZV8{J~p;?C%@LVx$r<bh)Qp6e#b2H@e zduh~MS&BUR8NnO=yWc)>;E0;gVZtv*izNCS<ZxIn?aE@Z90uccrd#7=G3G3Nl`$lP zvTf}_q<b>Z={$TWv`-p(X&ZliI4O;dCh6XSTGBY-;>_hbNTKfSzF#x1BvI0H{Bnb{ zBrNOWL|0Tv;G9CZ!Xi-#3>()-Z^#lyHa9idfGG}g>q5bLb8)=2Pd4@H<-zA+$KA6f zJnWViKw%6IIgd47FVo<mU`a)EnFtTZ=KtNXX^4y4K`e(`HC!}l-);)u&4qq)8M|aD z7gN?nCY2;Etkad*M`kz(D;8MH`^*8aFydy`V-9w;4rVCib8u+wT&@4sVF}%R&-%?F z4iY2Mj_Lbz!0%)<)h*-T2|Lj{!;%BBveL}IEDj|1D00uwvT=9S(od_uvC)xjX~KHP z#-8)bWfShO;q*XEbvl`i(Fpg($I)z9=!N>N_F=<%MRoQsTQ>BL6y&9-v*G4iQ7Av3 zjil!MQ&mGO%$8f62y0`({DE{<U@8mmR|fNCBUw0Hoau9V6$=N&_Z^qeV&SDN?@`PQ z6OE6lZ$yZGh^`3VS5wc#mR7#;e_lB;??%ANTqb0#bzb%#Vj^B8+wo#3;gfy$e;?b- zMC^!vEY*UE`#%L;=4uh$=y|m}Yd#YKJVlq_X$HVDVpt3^@WM`~Vc`G+lJjpZt$4sd z%)`ri8}k`Z*T^jUwx5A5&R^5=d>F9tbZ@Y>W`GsZXWl8tK*#3>l_U`cWY?yYS@hGf z^^Ey^Ru>)WIe{g^jdX-syn5L4gpQ-GH`;>F(oxy#G)MO^9p(|m+sDG_xUg61%>!@Z z_&NF$C!Gk-*zJl9v!tUd>%oAw5*@3jRBdXfX^<RmnoS#^A+y_V=fO`j6gK9r-QG%r z>SS)2Q4I~Yw~B_QuhGCb-W^+=PD6g;{4M{j8`+dHS3NR<h7TLeIKDwNxcwGTbRt}1 zEfQqSbfDqfh1|r~S~SdeI>XK5((vLBXH(c*qB}8Br^*JX&|mI#R`ezneKuiQr}k5! zDkC*yx}1usaPF2iB`UNWx5R|b5DqDhiZSb=AY^YQ@9ljGgvvBOh9y!ke~#!@eh38z z443QY5MGIsz0~hGMaJsr_FZ}dWbk}mJo?-~25E1<`=h&L9QnbqKbucRZTh*plprz^ zF13k1HzPxZY`Sg-i;PMosd<<p;fWmkl=v4CuBz*DJF7`}6VD9cmi+&H8D_Dfx_bGD zoP3^4?c*afSbJ<$3o%`TpG?;AF*y0NJ=C5Lr=YF&TMhX5Jp5tP<wblL=sVamrTF;x ze;B*(cq;$L|KmoYID6WAuXBz);@MCkMWtz^figlVDrqP!t3?r!hA3&sCW@pXnaL^{ zg(5^l-|PL?=a1h%zrS9$*E!eu$GMLC>v3JT>$<qIX|sNtgCVe9X#CzBE;dW1KNp%~ z{>KLuoiXO{I;d-(ddwXEf@53fIGH0Tzww!gyg9Ds&zzaP+zeTR`~i~^Q`G!@^URfO z3ZWAb9trv;IPN}p?Pjep7HqG2#dI(Rdz;@}-#<jZWam9S(`kg_Q5QNrzzAx&{3$pS z-J)llu)xd+vCAab|Go<lmgQW?dm+Gw!abh{uL-brG*abV7%@f+kPMsz$d{^9<ZuMI zMdsFK2?-z;J+<Wedp_}Z3OV1H$;TBPN#V;Y_|Pqk`j92h$EZlRpK&b@!B5V8x{=L8 zfAq4+KhZqAgvKp_I}fDBq0K$&Jf!&Tk}a(^L|ECs)z^azvGeJIrv3VcczEZA>a`>T z{OC;z4pugR;1o&M|FS;b(G<_Cn(4zaO>)sODSgcUSMu2<K@YPWqAx91)&qY-`=YKx zy0ETfdS9*AL3_j{mGw?KI1qi*Hvg+O($>m_HyqH$qf4tjnQU#SXC8{*S*L}?N`H+` z-qgZ;<>GY@2xp#dZ;KHd)Wizzu>&FLn$QC6QlOM3?zA<J8(r1FI{P_KrDtitf<E(3 zzDOOmTb7!xc2GzD>*bn<M%3V3{7(7p7B%>M`|h#wg(@ua{@vlnt753lZH<1j3f^j& zgr8rgf;Ue@hm~AaaOH$s;5jQ5IN16anl4j@hOJF<M!OQ;%D**s->-x<|6-&sw=06S zYgL5C3q^!nv_Dd{R1uPjLszEy2v?3Zxi4Eubjzx+gdtG{P$jlkuiGt;T}_|;oo2}+ zz1m<%_>de1>>gCd=*eOKnh2egL$X+?!@HSIk;RgUa|O%FWw57Z)n-bV3~nvolI2d5 zK^4uXFW`za-f}(5WAvn<;+=JS{}2~yQNM>~*K-k?b(%xF$i*z@oTY1aa3NYWa==ub zi)f7uukfE7P;<K{-q&+*hE^!H{vHP<Gm9;pgE(;9qqVNafrD2gjYG}`99TG({d-F0 zz~SbS`4;_be9SkbHP;i)7})qN%wi+M|Jb{Mb8NKxC;Rz^veEFpq4K}$BnQs!?X6hK z#*-)oPYZQ6PBWBxLPuE`{!qbVwXo3Z{BptdA{OzxB3T{DWx++HGjCBE3k5zNN<U7q z5GnQ9KP8BTmQ$(Lt{yB{Hf?$F*@lISv$Asi<yp|S>Tjz5&V<zZ3Q^a3CZbFK%pJVP z#NMOh))9m=r+z#hwL8Sb`0uz=a-mFUFInJ~yM~EFvvWh-&6uE-f7v!DLwrtGl6;bI zC+6FLykZ9fW-7Et9nTra?KgPpeVqZXa{`9d1qQg?{l5lwF|b(vd%!Js2Be%KUyulA zxVjfl-;iQ}llgYr)+stfr#Gyke4rzHIwGyQijGH-QZw@|5Pme#F3*ah<Ad3A-G{z( zqy`13YFg6aWS+IKf=$O{f~Z;!nU0*HX|?mS=@@p5DN^sDVF^EA|420rcVGNgyK|q0 z)bp&AEy*-QEOVP9dw_<U8|TUW*hz!&AJ11WH_%}CF?`~tGx553%7Tq%G>}MI!RG2T zoE=_qWMmEvO}$^UTSaKFHMns$gy<E={)%DUQYyNmT>R$dQXyoVy1V8A6$Qt5mH)ZY zcBb#8&rZUL7j_x^bySEetgR8YqvH3Q^M36-Du(l`KgV*ZsEVky-XKK9n-%2~d%7u5 z@e6h7PNSeYZfES8019~4?7b596l9;=b~Qwb0vWf^;193JIC&}bWl0_xs^qB7{TIk6 z3n_T)c$nyrDZEkNPKHa|j?&J>WXPY0_*N+(V{^zByEr8>9F6F4#$zOW<o#PL)k?yP zGvA`l+$6z#)ipiGXc7#be*7Ur^vRZA+gCI#CSjh>vcPyX65NjRRo2fXVb8&<voIxv zzD=_i$_z+h)A_VxtoHxcm1eEX3x8Hyg7UOsLfO?4EF01Kac4^ePE=*QG_%B#zj<XT z(-uhAeAL0cZ-KVL`R^Amw7_<H$Kjhy;`RJXB73LIk;Bait?D<2RI`~?{Y!J)AqkVm zlFc!ir9GIfW)AQ0w0OUlW+1g(J-hLQ8Jh1@Xm4;cL*t0qmW^$uu;Pcu_W7B@VU1V# ze3mKByljwD@-@NQ0Ifbv!k6_qiBJ7ajIrksDs6ulVbp4}dGS3XT-tQgcl914aPEG) zW@KUn+q_tpMM_3+vicVl|5pGD*>dXhj{-=~*`CIHAV6L5uV<a{0!Tf}`m$@Y01jq< z8{e7=5cER&i^vzkk)O4t9fT_+zne1~o%!g!eJeIkkq=jg$b&uAJb3-PSUCGK59ho% zp&MOz$kqQTa$c4PN`b`6)g^|g)X$K$*lLJ^E=K)ZmLVF2_6QOR3{VvILp@`;0TRO` z{{3#%$E3%T4M`#T&?)gxsjSe$@UpN)cem={VxxZrkE#btsbm}Zhq^euR?{`dLl+AN zmkkt3=puXJqsOA9I#A-}Rjvxwf!g+<SgT*!(4I|d*>qYPBG>nJu3AjY*WWDtIY%4* zeNOWW3bo*|Xs7QnGc9Q8^aV{6Ya&)h+<8b<6Rss4BR_I9uzsdx`WoR1e@WsN?@j8^ zs&H13HBm?HyaA27AJpK^+gO%(OATj!EZfZRR0CHy_mcTaHBekjT}}wpU@N*fqpeC6 zt#_KAZIVz$cckit4nq|L3}oJ54=Y1yQYA(vO&M;*6?r0bWo+Ql&tHG81g{4^FZ1>( z;l5LAjj+5DSb1_+_U=|hoju2YpM)a#W1{mD^b|0AhO8r^Ee~O}(LcxE$wBH->7D3p zaxjZL{$cB&EYALW&tz<tg&bQmqM}U(tQ4ck>U0@suHbxb4UmDt-{;4U%g7+Y;B`dO zXKDC%#rKtmN#o?Vza6bM(x7dZ_?PpCi=Dgs?tFjA#pzwHg3i-i7=4sEBjd(}N~6Uo zHDxZo^X{c3&Tt_3IAj!4%E6XRp;}S<Iq<ZUJJYt31GVR_F5+?=r1Tuy96HHHO^1XO zzOYfgUo>~1iH$Y>D+5z2*f?7_-ni@@8~3!zHvTxz#)Ua3c^$*X_>E&dP62HEKKA%S zhcg?V)fq3Vh@LSRP>-}!W}~e-{9BDE8)u^3DQgB<c=CK6v+4=q2<z?}h4U;J$Q+t= zbO#HCvkr?+EF`=MzbO=`$ik65_U@F~EOc5nJ$dtuiQBQ&qS2j9^ld!uqg26!TVv^q zhFeTjg=Q<7A7J9$jEnz=O-wW^B&6@KWr8bte5Vf4G4Cg$D_iMId}cV(*8gA-`)}z^ zp;iV8eizsJ-C}^rHd$_*$bh_2ZFPzd0}-KbWj&TKppqea<)=0S89DWKZ)6xaZv0?# z8J*~td*a2>vly5xtgf>8N=Mtk7|Nc|@q^l2d-gsZ3lqh^uT7<6>RFdBJDLug{ve~Q z&BS)`-?LXPrsGTFR((SYI^IS}inYtqA<wuXd2cQq^YrE^28<HjQd2WqtDT1OZB6=v zl{CC-DL)r?g9fB^uZy}$gRi}q;gXXyjI2*>pZ2FgXz6*knsqd|ewSKt(T;}n9PXAi z`b6)XH%Xc%eAyM+V{^EJihRplQ|oFfTu(00`jAeA<Tby8_v5MfS$h1wcM#!@cg2v_ zdMXSJ$4^SyQ$e2ko%Nhgd`{f?Sb;hf43m$2!6YhFca*N*OmvD|a+mFaj}!#@6}06g zQqXaJ?)CXTgfsH-pC&;;P5&qPXF3$LUW$~vuRuYLWu;oeEDFxA4%T=6@A^q^U$RmI z;m6e_FRmq%;Zs*g3f)h}4}sRNFU!cpy7u?xtpARGZAqh@Ws`Ax+urRf#!1MJ7G`TS zl5o5uYvK~&%dZKulOd-`h&ZuwA$ubU8~b|x)f3$^$NAf-G$j%iZ;SY|l<1aAsX>+U zAElrhz4w>sODP;z?H?D<{GTr-E$()r(pK2NTF1h5z!J)F50VdDvBc}cp^M%Vu1J=g zWY`y2K=(w<sN{MJoI6$U)7!=ZxsPXWoh4?0ZHJ$E`SqCNa@^bn)Kqi06=XFxT`-4D zWU9o9M02>?&|j*pAv)&g1^W3$Gt~T$I{Pui47m%lkBTRlB0=r;wRZ-lV9ip$QJ!gn z+k;ycSZbTV<ET1CCeIjw7oIvU7Z{^%{hEI+Ek=-dkrdv#-U#aa^E*@&jZo2Fs3JKf zz}`dZS}_d*s6GjJk(?($)WpZ}MbQFymG3cwy#U4C&h_u)1UO|ooVve{kBr9+A)}Z1 z*do!V(Ylil%YEa$y+(ZG-U^ewF~Nh_EboVFT6x%K_hZzP=#=yI*~|5}^Kf(F(E&44 z9;Uv}ozp1JgG64%W~r-&2+~%R*S9i6r)&q+qtXCd{Q5@AR~VrEe&2z!?};9<@Lxq* zr4NDg!e908_3-Wfsai2RJ#3axw)K<IgL3DM+jp+$qMnys_LQ%Se#)mMvHdzIl0xMQ zIUTgTA1F5%(Z<{B*3ajLXk(sdY{A=6E%@}TO|8k%0-yQT?U|ewyaF|aGOuXj)zr&y z-Hn=%8&Y!{|E7WEJP+x&%^HyZb!+>(XBznXwd;W7E)7(8n50YVYrymU$CnsUM_pCG z6H^Oyq#t>qc#r556k8^(U!Vqyry+4aKdHiRpStUY=c<@L97{UmuZo1n+md7+tDvRp zb9=m_3OYiv$K7;Ppb-5<N#e6I4(@uHus1;&3rBmd99X0bp)S*pQ_V_fzFeXsc|!^9 z=Eq*%gA$@X1qE1YD}gPTFjZ?(#0g>7U-ssT2#YHT@M}=OVWY=+QVa#O=mzX6jg`ma z6vOjpKgi+clU-sP*2_VkvuD|!2eM%N4ZRsDCX3I`vcgq_FG<1kbJkE~V5TWc`tnm6 zzi*l}8`Mc-QT^oQRc_Mws3RKIGD{lA_or8NJ?FyGZpl8W3tYH%d~kB~<)YXv=I~`J zE^dXfS;e!t$o9OwqKW90TKiqo+wOC)ueyDvIfet*t@natyg0aJ80&rpgezjn8}&3f z#P@Ykxt_#9xx7xc{WmshYmZq!f5}GAq9Jv^d^SqHMW;_(U?XN?DlzQ{8!5RV-LjjA zPPy99RI-?jRYQsneuiv}?sPiTOJ-x}%H;AbLo7H5hltixv0$REsuY;RLiw)We}A23 zK{cS_>g_!&Y|%-1q~yXvSaSZQ0A&`kJJUb6k27(kV7xMGkckev-5H@ROnAJr{a&8I zM54^jo%17^aFk}qzw}^Y^+m=(R~y0|uc0PAeI`01e#n;7n5gsV`Fd{-6S7>%QQJWV zih|#q{!qujv7{5%s-7_5?D&@(n#F)f@2G+1Sq2`QNb(cf%Rq;=1^2{iV!pQN&e0VN z<mo<mt#8J_+F9BP9fUKI6&|z=qjWSc-F@=!J35B^i$>yd=}@vea>^i{4pY}#8^#aN zansHJZ`KxKyL&N%yO-0^KQMWetV@Tx=cl*rTsqtge$G4bmxkN5s9n@Y!>k`Y9bcZ( zu%h9v?)fYl{A#a_#1pPC6Zp0MmuNWE_2#xJ(J#x@>INtwG>j>-y<QOgvh&kvi4Y4K zwhl_)-(Wx^*4>w7<=HgUa0aJZ{!p>D#p(62ZYq}7{F}eJhH&CUcLnzm6&kwY*#$9F ztdtK5^YEvFu5P!<%7Y5wd0B5bPE>p{{k3k`l8VY3jn8vcsL;uf>pLt-g@c-fO~nia zEiEa$<*zAdvs0|^Nv7b?Tx~-OcM9G~?nr#4MS*bR`FZEa6xhGHt}*hA46$!Zp1plc z#=)L)&2++(y`d7G4!g*Z<HPx#4H-RNHo-~%b&7oEUF9JXf}gv-E2|<w=4a5lvsolW zM|MsuI7)(c-~%t#b`tsz#&4^&Az{49*8aK<2?1qC+fH#w2=Zv(z3i71jOJZ36>62j zPn-CZ;a5^{H@DWSejtTo%S&eV$4FuEm`r%?F)2Lm{IU7+ek-JxMjY?<utLtxM9RzC zmasP$s~)MgKyRqXRNHb3U}V3>Y?1}B9$dK0q{1Bi)0?^j+|5y%<lkszW)4f~$b$jn zW>9Phb@kY3hUq(JwC-z|;bCQBW&zP74&|fAbv#Y+_bG3C@HG=`+_C>x!=y1XqStY^ z#v8*b!ADadYK(ee>Byf6Mp*vtu==AdM(`4vXJoS02zUQ3cQ{~cgsyF6HCvR8Fe!Rl zZ1SG~vJBnT3mXNvA}1CfkS)NX9lIws>=j`3^FAlhU;##v7U;HIfS4KYq&a*69*UV7 zjED;${6aWj#ScC*1$#c+ui;~t;rX;x$$Sj!vOiJX_^>xfJ2*+=<6+d(`L!K9Bps^y z$bQVjp{W_Iid{U=${Y%w81c{$>u{M&;=v$YENFhZAqMVT40BO7gzcEDtW$~s&g=@# zRSz+Mp|j##uStE(etB2ID?=ZvJ`S&Wq_2;8!b(S0R_Q@>ezwlC9eTLy_U`_At{!wV z`9_`Px+rg|zjbb{E|Rr6?KlHEP?%kNn-`{ooGUWF1;g4<bxw7h@zaJteCSKuv=$ux zgr(g|*TTZu{l)eIE!@hO{L?m~i8Q;#JKG6o9C^jbCATzC{<!hp32O}~c^&BYOH)Vc z>a;RTt~xXxG6vOOs^NU}oCo_o)DXYkv@Y<cDl#|^iW{O;@$w%zD$Q6GJ0!l|HX2ev z%9x0e!BG|b9g08YHD3i+yA2oops7I4$NT279A)@gi5S)SDWj`YXxX`?%7{JVGDKr3 z<6eMIi)g13x|1IM$r(~YfFC>PPQDT(QgrPXY*&JCmgI0+xgtDf$8K9JrU=QXJ;!Ro z6cF!P+4_E|0`dK47W*BOhg@q`$CF_>2)aH{g45;j#b8Et)Lssc)w<thRLMfRqQi6T zaT&ZxY`fISlfmMWdm|MOq%pqV#H}<>8kas8WzBMuhD+eMmO4io4;(3C{$IJ+dbfc^ zzr;n%$ktV}*Ab)BsND8Z4$RkYDZE(5!SG7mEA%uDB!w^8ymjK>rOyNL>_r@Kmhb=f zh0Vdm7qh?n5xr9KOFwC{l?~m!t%}tz*tphYIc$|f_|n`hl5&&{!)>q1SYB*Y3x6_d zcVR=i`e)c~Gd6-dyKft55FMjXU)@4@LghzS+?-+I7UNZB_%{~lW9Ba=Ua>G0Sfco! zD;~lsv9z-+$j9Fd$PZ`XLX@h9vl|PXEuN#l7qM{ie&A%L9t+b_LwU4WEJ%~a#?JOI z!LI%u<@}lnlFOU@s!y1hn^DB8zrlo0ZIit7VJ6P-e*6FNWr93edm?B)6VJ#?jmYXu zQ1lnR`@mvC^N>x(h7kr<JpZBJRKq~;!5*VW#SDCXUM(=Wz`%#meZeCk43r)9vFPz< zph{piczHboNA|ATWkR^ZoFqFG(HID;oc$<xijJd(QYI4(bV#i<8_zGM<LuyOHM>MQ zV*gCt?Ab-fo8?j8)-0vNczf$_4Kq3}KKQ`yQJ~}2kVNTaQ94wc(o)ur(4ZNz;q&wx z8r~Eos-F3;Ps$3jaE1n><w1tza2nV;L0hk_B6`OEliSH9G@M<u<guG6;mo3$G#Mot zWE6(721ztLRCaEEI!%Q!hiQJIkBU=0|E%rnsBj-&<~BEv3g-$xvu78nxIVh1^u!@5 zhAc%?job-eMBcoWSVl#zP15DBHdL_G?St>BQW2D}<?~Sr6>o3aDP&Djz`K9@kaGhC zF2Z*jzCWNKuhI6(;{*yKJ9dS-5xuhTWWz2ITcTSsZk~uCJozfym2W;o#^4fm8=L5p ziwiGszE+W;!n^-HI+2Xt_-j9cPm@tmS?aZ6FBz$7_5B8(WIQsp3Ty`%)UOY$H;It3 zuSp@)c7%jJNtN~NRuZm{`)&R9hy=FB(tTI25zeI5-AcSbLe;@DVh5s05G<GU9$7>} z-ib|8v2r9(yd@LeW~6Y08zn0An&_2Fce@9Rr4YW8Iy9Ls1%I`m<C!y75L(VTB~xdG z!>#FDlA;xCQi=;sPgr2~t{EHeV-^tG`qS!zw*^ifviMdbZGqxfd^^Q5a|CB;z7=?y zW4d0hshMVuqVd^Qj?-pv^>q&xDlo&TCGpBfiDdX8ST*coVTLa?_fOlrHAQlf#NUE7 zrf_~+J8hF|0?l(<v?G2S<KV#`s-L2bq18GbT_bCZKl8Gmn%*~pueJ|EXqgd|Y>kAx z2~Qj|LUd1l6d>zq-qfWm0i0E;X2)L=pxNDaFZr+lQ^gUH$?gK=-oDXpDI-8z`Q0D$ zzVMOKG}oprkMLsBJpTSBKAt9T-`45Ghf0mj;aCnIzK!Ok%g1<Fw_sOB-~}GeXg!V_ zSj~gc*{h9nG<i71=vAb1c^H{}tV-#bAx`v-b}4T(gxf-w8#`tUpz2;fRC>w)3L2$1 zj_DcT<(}U^oAUK>c9nu}t${v79Nk^ZO7-yG<b_%Y^zcXbH*amPF1~(Ea5}t27Z!@E zFIO(rMS+}O)0;6J)RdJxn6*m>j_yj2`ARxi+4e%S{(&~+B0o(y@6yJfH8Ir-^tEB} z;C8}>QZ20ce)ZB^CoRM;3~#K?)x>J~>3hr%8n_x3rd54h16f`^oKKbNxEfzijo+b; z$_=UdG4s@s+;M1Zg6NZ5d-2`RQVl<RC08eRs)AL#&QfKcDtg!G*?(10MN&<{lDU;C zST@mtS@A0PyvuC1G~tNMmqBHzQ_85H<EK9Dtc=#TQ{QdgD`D#6Ik`jol#t8HZ8@Q@ zgeT<DtgerWSnT>TX#aNwwDtz*#GFvT&<4|1$4CX@|FrDnUvmZgYkP1#(Mti_m0hx| zuF0b!Nb$5)xg5SKGq|ct<d7$A^D9_I4%FeeWpeKbKTP_S3^Qd>wN5K&*FIT%Gxl~k zCLs&);iaA-r)6+E-g~t3yEN?DYR^uUO2fUbeDln4098P$ziCJhm2<Tj(x}s4awv%K zWZSodOP30`=)CTzeeD1j-*TJ<L(LqJGV)5eS2-BEF}udbkAqGL?v_K=95lWemS1Mb z!IIwo_-Zl-HJ2%t%x*R`4oq;eo)RAXbF}%F%*MSM8{yn2Hmc|aQ(i%Aa6Y(3D0s5b z|5Sq<ZNWz445`*Yl?~RRx&>cpY<#;Y%*+%0?|EN4TwT7fAbY#oJvN_(o?tho{~Z=` zzwr&X-D2TJS6#Dl3Jct8?&m*5v5=%Pd&%<yEGQMwj=B=AsHQg=ke!I03605jVzaRI zSM?#Kxh&YqaNR4vGm-pJ=!9uC6Y{I0x*ikVQro)qv)d^q7JjQb{$)E8%PlI{1+Gl& zna_N@&6bIw1sXR@c}ytIiBg_cV1l~My0qxOe);wbE<=Pb*D8`apEKZAxpwWg>kR1k zb?lpWhJhuUQXW)$Gazqhb@dq0E1Itgf+&Uzyx)|=yDLRFBz!(*<rp2Pll(IHijD*C z0=n}ESJ)!9CY#gg_|28L{oJ39krR^+o(^=BU5l?Xw4~#<WP$jA3LP(G#*b!8(sB9R z2a7#FX~;XvuhQwJ;YX=?OH~mKttWCgcXMeNeL>OMLv+f~glQlCAsX(~UD(#=OT)au z8N(z88Z6~MZw#@ff!w!nP*#D4jOpJNy<#-T9XRfIdxVM}x~}rpCMx>YJ^5r+MMZ{* zW!}#mD&EJ&rrskurSU?-@PFr3<}VKlbJ|SBJ;C~D8KP5W%bn4km`AvycgW$tP6<x; zXx%48#p8majGSK-eCdiS-q}gPtd2urJy$3&{XTQrJ(z-o!FlskR#9M;_3mYz4h1(O zuk@d%Qn2#&X@6cH8ACZAqB@9PvA=I?bod<6FLqCc^#jPD_zQn-SWHH&pg=rJjg0F$ zJvKHoB#7T1`)fT$!Z(MT57m1~;2R|s=G`QmXv)#p6hnfLSU6WZfP^_osX4-~Bpj#2 zFU-**VZ(Z5WhcTBrMi_V;vc2p(rsb)>ai4<86w3|iBj+iQexFa|L-`M??jT&mA_WF zY&pEg=(82VKORdMzGsDsA5tI3&RJsFVb8UaBNos(*dlt}-2%st(HS=S7Vs1fkM?|E zPOOVu-X=zvqqU^#y0E@Ewo!Jwy0n|&mqdg@@o6*YJ^T5Gw%iOm^VC8aU8Z=cV9>PR z!4%h{)u?lBn85Ya#D>SlCP<p!zGX?hF}ifz#n@rSNLWyD?;yn(VV$+x_v9Jj^2aj+ z{kx4IHDc6s21alTa(Y}#HG*<)*Xqha0ZxS#Sz6Q!VBS#bRPacEEghLT)+qvX(z125 zb_*cryOsN7sQ`wr3QlGz5dIuF(e|pHkDwLt(#6;La5_J4sa!Z8HwDb1S<CtG+mbjl zDa6Mt+GfXyDjpOU^MoZ5c!=_RNBeHV!}qweLR;tZu=a1W@mF6%gnkWmD4#IEOzp^v z+kpn)PtB5!?9s>SRqEHS@7IT7X6n0je0^+-?2hI3>%r!szN>zc9+aQQn)NQ#Lv~0f zb);PvcAX-e+k17P*)=S^SyvZ^9xie8Djk&n@)7X;bzo;_pI_IfjjqNk$FsL<BVxG$ zHHWN?Mz1u{+jUwP8%`7vH`apuBAtuT*EEsvbJneQ3Yyp{Gnx{2Q3I4K_e3{!sAKK) z+c{pI>WI(rv_3ya9X}(^|6bCkh6s)Omnj?7aQNQDOs9kzl$qKAP6euX-Xwao*Gd&W zVO>hUD^##BDA3P(n+iI<PFDsGD}xhb`}0t=GVJ2!Sc%FhBVNo(swq$juBy{xTT2z8 z-M%a~mvCf9(BnyuTMGF0pxC8BSpi~+cHFEkd2IRM=^dCZ4|50e(myNYF&2Aw&1GSE z@SI!^4S$rwmFd`mfah`;cB&cq87_yFj)_gvqH=I7c>hrGvMj!Ckgb^GCX1{n&$eiB zSyVQbn%q^Dfp7bd#CdVj&=lD}Uv#lF;v^>4+sH^m{nA^Jqa$3<*Y4l+sGN%i@!=fG zMK0dhAC~&(%*FjHi(F*nxp>sowquSg7fB~IH-2Yu5x4iuz``sJuHLB#ejdX?(d(}! z)`T-0%kwh2+c;>JUa&iPAqPL$;bC6J94JK2nX0F7FhToKX3)>Z^ut5uH>=q=%y$~t z@sN%5)rD85FR)=;nE1%ikLVQN38A|S*vPzE(#Do$<Ly3|!$NE}_Sbb@swAAL&f!q) zKCuv&W>Kc`frWD<`<DILER>w-dPPcL;j5i&eacQ2RvvKWul8VJkEnjoTT>RsBGZCq zgjf()m3Y%P$;72qh5wTKn6Omim|52{v1Rc7vX(3+ByDfEEskOWs@2ba5v~j}-cV0C zF`-4$jHCSboO|WD2S0I`SZwnlKVX7^@3E<e`d=|1xijR^EuvFm1>Q<W^BCZLIDAbb zj)7nFzKNfq45WH7<TuzcK+ap7I<C&ZmLqS}qeU1fS#zml-d8%rZbr0!B0N!Gx^#GE z&`~nTvJpQ)N2zPQ+>v#3yb@QovYb!HomiVA^@?<a{Vt0Ue5K*w^rb10mjAAocQt)L z_)*lL6qtIS2J^GpV@IyjkZ8ZVZ`oNIy7O<$Rya(9wVc@Nl+`qB5YoHjX-UHuw>jIF z31|rWqIl~UlZM~33d%l9(I6xebNb!{6}I(hrvu+pf%<?VyH`{c-sxH}H=m07gi=QD zbt;&337^X^P@xv<7+x4hC4Qg$3mb!|kSx3VRBj~|V|o4``>cts*=0m4(V=2Z-)FUb zR4S?+?6kHGQ1EmAy}<rE6!`uMPdtB&0>AE=M5k>O7#03>(sLx<cPCjtB|Pbf2-}#% zrNH9s^!U6nG8(q`1%ECjqjk$b-6o<>wA$7TO1P5|6BHZvVi6f?T{kLT+K};hpx?8E zM@CO;cgz_XG75HfbJhuw@$$&2t@4B`?+`uO@`Qx)%nMbC=_J^_)lx(_32*x)i$|7| z&=Gh&?xX?<a$~-^zEl!UP7by^{E<S!sr32uW+`lFd|XmRbc*E9s->m3|L4lpv(~eH zY^_o6e!~B;tTmJjhaz?8)=>Ood9`HP3R<G)x17$jM1#`EyHkA@;11Mke7j1x@~_W+ zSj7UZmz0(ly)lQg?-BpPYI7W1PGK3xnWH5*aKm{CbL?0%^5kWq8CE$cR=G!;;l}>U z_q)huh`Rahc3+z*E>ctE@7*=Ux?8svu?<aO^e5%qUVjrb*DQ3)ePoPh-`zwu7#rhp zK4Uql&Iqp%@<k!S2)}pkeyhB|2tFPgWg2CT5Kxr0_UcaoW`dtw%j^;$VBR8TY?T1t zBeG{*P7}c1=umoTqyP(OR`kk60^AOMZ*h?D#oN2pPj7+`L276V<vt(cMIqXYBKWBF z=SfG(^5Hsmb7)N`4=c-3Z45GbIN*`^aJ~x<O76+po@^e}-uYh3EjNVNy2pjL{R~n1 zA=oIg%K%~>iC>1+8X)e3uddT8ePn2^Fg6L*hkj}k@8>T)49Wa)i{Gn<FaHV}?U;IS z<=#zPTds@xZ%>5h1nFXb#^YVv7wTe`J#EH)PzM8)i>bdi>%i;zfnQ9D4%{<tq|m&z zF|T{gTzM&NbS#-Vt`(t$qB8*!kvuJE9}qG1y03{XYdn@lZq&r_Bk#{1`KW=rAuDpP z?bN`zbRpS&U)ABVZSLm0aCHQ3EEqJ<Qb%-CL6iG&HOP2(@2`+m!?bL`t;{-A?0Ta) zc+Ei-hFu4qnF_0-bF-U8NwNwAVJ|Z4%v5mLAZh(nkuro<jnIr1DkDv5<7yQRWnAAa zH9Mw33FcNwd)q^ma744AqH3NJoX39e?HE)9TkJ+v&Mrmx9ha}ppR0(_bHAAXJ>P4C zb=vq;ygXQQAG?{4%VECJEV)j9Idrc%JKxns4pA8^nw5x7v22z$=X%KEwS$dt4NVq- zGxLgO0%g#e@70qiD}$yeisJq@X*>%^vD}#=O{{CeG#9Ov#>YXMg=OZ_STedp`M>K} z66H1E(#yqnlZMLFVlMjm<EqyValw~tGCjPTi{Svf**dCR)cAkBw``b$k@f?2N|_uy zA2>J8^dcO2w5RFjQVz_1EEhG=;^6VZtvM+o9OM^fjJl7qF<*Q<=^o*U@n2yYBaKb; z66a@IJR4d`QBUq3Wg}>^CB!*^jgDt3I^+#(+^IPK@Z3B$ey`LCv{Gk7Wav73E|-nZ z@nWM%(=1po;HptuSnxh6>h!9L1=BGls$)6}=I_%pdWmkiWViBrh&Kx}LCJ9<_AKm3 zouNmnvfy(5va8%27Alqu%RU@r;;!iUy$$tD7%wlsDE62MIsH1V-n&fL7<x_n$1pMZ zFu8yo!o<f!dyBN?OgMf!$6Ig7ME)FS`)6b(oFo_3n)WhKDHp4I=nez!8`hpuJIg@+ zzMn4Vi9T`gYUS=G`sD5WtCB*x44lgpGEJGwfZ~VJ19RKy(0#G*+Tpu&EG-s4&yJzv zoc^Q6n%#8lk_dL$xQdRsO3MzYS<$h>WwT2I;R#bE+2@KB9g^EGe)auDLrbdnp;e<a zoM_IPE7U~8T={MOMTIm(dVHF9>?RF%$FK7Er)Z$I#Xg$YMZ8Z+=_%Mq!y~<iy62o| z=q>E)-DFN9_E#0D88!`1wU|d=iqIfa>8qYIMg^_=iNd;8Di}77S`vgOS5uCM-#br5 zQ~pg&?=UL*kKFQPZlL1WlZAu--Ot6`v&ieZ9u-L%%BqKDsR)(kJzFY5bV)xcQM!SG zWlh^+V=qx~|6|c{*)0@srndK0FQQ;Y?3+I+gdYi%kNTl>3SKVS{6}+=jM`Op-zQqg z=>HL`+w+W!+ncV2rCulFg8Jai1Bqn#l+%*d9VO#^lfqW@U@~4UKGf2;jBq2P@xetE zGCT)EbdRyg*v-opUh;>8iL!N{=XR4IA2pzHub2ckwfGAE1QIF|g$yV@B-G*<y?!aN z-RBhJOrld9q)uzdPD){~-?47{{{R2`<X4_BmPq_#g_T<=%t=*i=-kU|o0hl6ypXk? zBW!E5w5m(2x@v`1gTssB|5(7F^T-pgW()9TTFS_~E%0VqvfpRQ9N9$+3^P8NV{k=D z-?4Y*ps%p<^t^125BDo3%&6w@cT>F7cGC<UQewU0+sxqAwQ=Y5@1_v4n<esPo+<Kj zE{xPqm|&}!?ez2+6D$omXQwe`3>it*HKpgq*mN%OY}yfHoZeI&FvT#&jrWFMea;#o zzA9s?JKP8gaw@d0O-4vQ-SV`5i4m@KoR(dpV1&Kq8^$C)3E<zNSoHXs0HRtK{NC&l zpxb|T<J!dn^nBTOX*ElLm|v0nFQa^%Yjg{&yu(NEsmB}UZslV{DBJ6k93Og-RVkX? zJZx-#cR?(chchRRjouC5VX|jsh{#gHovcR#R&*Xdi~n63m}ZCx&%e8lnj1p#wE2_8 zPYhrd9OHI`ZGe9g7Il}a^>MZ7<R4wa8I4<;=8gW=!^2tMS@mgpaO!y0xod?UoC{0M zts8XFcce^v*jyJc!~9Jj7V5yXL}2pTQ3pox8?pR`Hdf7*>r&I!#_~KtM&@5FRBdT2 z%ShKku8-)ifAh33=fiV}wJn-xsr~&c#849lP4471-qAo|L1co}CJh|eXZY1=KphKo zZ7dBV)p3uXRpR|a4L>*Zm9w_0p)e=SuSiJ^LLASB-cMDrL#^?#ucs<ZzZ{J}`AG$N zdT|$DpHzX|=B=u}b5*cJ$w}l#n=)p^HR2tklrhNnTG~zY%ZjReX5a%Q+#OzbxdlpS z%-8GisaHhZ;ic}fT?**mG`(}$PXQ78<WAiik;fU^+Nn@8c}zJjE}MN<4o<lm22XtD zFf%tks>ehQJD&aeqe-}O|Bn~aB4r_;DXDnKhHz#ub*<uv41xw$_3H1JK?J*QS5l8O zQeFp4NIFU**6`mEb7^S|$~rzuo#evLLGi@G9xm4VKP+yq;bPw+Pm$F(xloSsD!jCh zi>-!NzUM9AV)5v6@hK)3p9_q)y??{OUR3Aho#3EDVpZfkqE`+^T~2(kgab{(^{$Hy zIdI@!pHnEo!GdfV596<dA69px>))_Z`evQ9|06brBSh>jA7ta8_E<RAoejS1mFeO| zY&08vcoAmIM*OO_IB{t<$}FC&EfFUA=5vU<po;||WqS`&GYjRLEO$mfWZ__?*m*m` zllO<7`osjV@K!6Cw%(luoz;mF3)i#YD5T%nV8sG$ONO>Cl?CUSI=ytFQ<6QUowhYF zarzHMqbrZ-7k1m-9dS$)uX`P$xQ_{Dr1Y!;HzuZU{JnCO@FY+5?m<I+CPK7adyf8Q zpm?)x-rq(BzBOhy)jeaN(fn&!+ye&gpU%qU#xw9!Iqhj_2m?D4dtaPh!@vvgW-k_x zfeOPly%k&r7H_RuazUKv9Q&93ZsT-pTN&K`sGN>ZVtVW5oT9_??HRp_KstoN_WxMy zK*!5hcRJZ7bSyL6{bNRtj^AfC%jYra;HBu-Cd{Jac|`4+|L#ATuzht?!d)89S{5v~ zjHiJwP~i;+(eSleR=3%YhH>vxZ_<cfN!N%Tce5hq-%YNO<Y~A%yU@35E)6sK&t9h! zo#OdomE*+`DguAZd$xt>l}AU;i~ZLt(x$f^7)4Yx{4R}rpGM3t+t%d7QnBKTCMn?% z6|xue)%NY968jA)dpprB3$*XPb>2e7fL8Hy?s6*L?0cX6$(#xknRwnKB`W-c-`QQ{ z5MIqbF0o&X3fH%ulNJ>eM2XotTt7`g?9nwc(R(R~co?N9F^__<Q{k6Cs1bd`Qk7Wo zg$#{lxBJ_R$=KmHD0lQ68Qa(0c&@XP4EZy!;{Q04;cL=nds~kTk^O~N_fpA7+7Np~ zZ-j*Hn;e8&YDn1IdP}n;kA%Sa&uA`3NeIz-Elu(wVS2@`>_STtCSQxh#L1ALdb%P{ ze?SWEE<alftE6xR_m_rWlESL{ab>RirEsSCiM)^d|J+#-OkQ_$i8YF9R(IFgTccTM zYHYrPHKfN?2GWU9N4NID0|P7E+E$EZ;+B|-;R~*%SwJ%0lNCB_j;QQ)(S9e*!TwAe z4fZ#O+(U=ttU2Z|a&0Pq_|Oc@YYyf&Hke_<0*$rFL#E(6P4c)0O(FFy$j0rH34#=i z_o^H;f!AW41ZS2B{_V6ntq^34%FrhcakGu_`Jvdt{%c0a(rh37=xc-*i%%Ul<{3fs z*w)4qqDG)I87Hr{2(ZxQXk5q>0UGYai)bVhUR-GC$R_-_St%;%JYRrB?U=#WWC7My zEyxir;G;r``BnWe9|qp`p_5j8%<&yodH<6K2maF5)0I3tF52(XmBNF;%nS|di7vTp zrSsZ|hj*5I)k}X3(e>|7L|&dDs&n0{gk24BB+hh~FUt_?WLGo0_8Q<tM0$3%tO1Ta z@*aMYr;l7K(Mzn=`Vjd|&O9%ykBw0=CrW+vu=vBtvv<gP_&hB?>p`k6`X|M;f)sTT z-_BSm|5yh}GCLzF3v?hCZL_AjO&h}3b8_zQ(+2OE@#5EN+EC0-7nf|-Lgmqe558q; zq3P~KQ7u^u%Gv6%p9VDXJnf9RR-z{Q<!kh3_iEt8*`OmK_cbuHV1Uu!sDT@Mmg?ku zREM*jv!HFKIvyrEv74mSaksZ=kejatv8XFY-g~IQ-Qr~JA}Zm`J7z*_m@4KRXgkqs zpo;G?qi28KQGpqWT0SPFf{1J^UjA4aMQeIIGc=WP|C;Y>AvI-?=GQJ~jVnQNMs@J@ z1tp}flPN3QsDuXk!0g#FO6au8SCFVt#GQr8(GfO^P?;zwed@1(TQ9m7SN@Sl)ScgR zWPIguJ`gP4v>a-FOJx39AcwPGUyBZi$>Bio7e)1SS<H{ncFu5=h2EPp_GZO0@Ql_g zDbkRE*~PRoJKswqbJK%pr;E}Ub3g1rT_%l^C#K$kTGD9F<4*HBxOlmGEh*{|7nh#D zzEX08iwhlRwkO+iF?mZPDfu4<!_H0j&X#hJSQm3OJ&J=r3(H$uoH@|zIdsHamxB}k z3KqX5b5Nq)deL;4jd#mzKD=&VBkbRspdiANwN3ipekZXpb}-S&csm;{$JrB7%h_mL zmfEvckBv=BZrIReiGIn?(XW`r#&)OS3$BAKIE)Qex7QG!tZ?s*$oua(_a^(~F0jxN zf5hp|UKVm+7SOpXS@_UfeO+Z03kOm|vIoGzz|wVF4y&_Zbwn+kPIO9-wqw<rMkf5| zV)gbfnBWhL2e;=i5x6jcyx<rU^33L^RfH!}-A2imRxq(!W5rfCYbHGIbLMqOGm+!6 zY%E)xiCGF^Qg(w3T=G=CBhkvh*$}C>c_j>Z8|q6eyiB-K5Y24}CFVx;+irO>P`zu~ zT+xJqkk;<&b%ZO=qps+A|Dq$~-<r46&2$`Q$cWx3qT{UcstNZDIu;+jF+)2+hvB@= zCl&s5wB^#j2Ck&zY45sBdBT_eRT8cB(sWF&yP|eTgpSIH_LH;^G&nx;bE~YNfx`HA ztu&v8rBCl>yIrC|dsS*K?<5UdM~<G;J4!=tVx7Ji(JyC%lTKZCrlGK_E^>(h;mfu` zRdJ$Q`a6Tq{C6Cz?)B)k9UW8zv^>mosG~y0qbhUoHWfY-v-O(^SGFE0EPtFpg+kl6 zMf-_<$$KOvVYitIYsv2<l~q)HDvysC2NjzerB1ytq@uDlf><b1vGIDc>jefC-=;)V zvVKvpQ`UCAdL;!N#^XP#E>LjTc0pE1I0d1GftDnD3Ie<*gG&fc4o?5^a+@L}CQWE$ zx`vGWpd^i`1Tq>Qi=8kgdL=DP$)j^Q86hQV8o4|&B9k{(naz-(RuVSc_KpOVGpXrL zF(fqfdkV}W316<f?q&p#@VkU5RkDnPUH=XQZB!s(&#`OSfou|@e|&4!o{~b=>5E6o zpGd)awNrRpwiIs7ExehSCWUV~mVa$Sr4aXEB<b?b|G83KcBSaQ^Y%jxP1-bK4BA}( z?;Ob*TXUw_8|PRfm_Fj@@zn~M>(#xl+gag3sp#k_KTE`=Slt`xwLpT)qK0?I7BCaK z^@y8gjxnWX-OJm}p`bJT_?j8fDUHsgUS)G^TjN_%a@Y(Pw|pOp5;DUc-74FiM@+GN zZqAizAybrHSygt`*91@6Lk(u{H3t8yXnvfWF(x;p%{$v-gxha3Cxng}K|P}VFI~q7 z2Qqht$-NQanDCO5KIsDBfY)p300A<t21vhMB0$p8tC6wF0(@BUkg?`3ALSrrAN;__ z>h0BL53>09Q}n{@>;^u5ROxI=HsvEm;Nhb7iw6~(#BiaHJffp-6*k84;Il4a>1{tA za`wzjx-H<LbrnhM%p4w81zo#U_S_H`gWegw*>4ELcTaP!wHhFf-(kYCFhHuSx@h|k zeH0%UH~bZ%kEFKnOMk`m!O}OIZ@pU&pKfTc2({Himzbuf^IxJzBqAkKFYAKu%G&YM zLKm`+#6GL1>p+Z|_V<RT4(?hs?xYQB<LQDC2VFaDoEG16%cD{Y%!gSbr&ej9*v!Qw z?V~2fYtDznT+)Q`{=YA~*_yEa`|{iT2O8)~v1nK1X<+od$*sS42|uRxxodn?!=QKA z)bYb=m=iANGvcd;&J=@xK9*|87uo3d{;MkLG^@TOd#GY{m13Z1iwZ`>gv-zFQo&`Z zff1D-%9uKLE66`W8C=@E+NmieEIk)8SN)+93Vi17c$KMy(Zm>U(M?KdmwTIWo2vx- zw!JI*?<m5~#pU?7cM53TpS9$tfdc+oSsLujkjJW~!|xrm<%xC4X@$SH<dFEveO$^~ z4u<+az8}ev#p@exCF>1jart%o9d@4#5~YvYrMb#rjQ=CNY(N^}{_9LAN2F0+Z7#39 zLK=?EPWz7gNTW_;PS|QWX*_ed|FrTK7u;0`V-p^8@eGVH+pS!%%ua{xnBXAbt&!3} z!VSU0(y*(?IEd07O19k2!Oo$1(f^$<iTx-3uARlf)hq3)*Jg7-RaLw8r=1O*JI7zo z%V8t8_*Grc1vYplk-;$$Y%Hv|;jp%_AyH^(mQM7@5}h^kdD?9FhxO%up|jB>apZHk zI2#{CIi{iGEF9e+?4j7fg285w$;ag^92t(0a=yueZ}N8c7l&Bbb^qW!t#vG{y-|`? zVadX*CX4&=x-2L*Hw|x)XCYbbuy5~gCNu&sI~RXv;;HSL`tT1-{JN&~f?LT%&`Q-u zf#;Z5{8fcKwv!2m$pu@Z9GO_wkZNpg$%MpJVfQy2Cayl}dbH*T0~;2yC0SjB18R|J zwa*zi_q$GDm%+eNXVtM^ry1C@#>+6oi-CHPdv3#Kgd6q`j^0otwhv2sr9!x|t|Dja zuP!<cZXi7?d`?I1iQE%*nRI+Hdm~LfN5|Jb?)JCgbO<+%$Q{{2N2u+(w_DfJq0W4f z(ydF!;2hn7BnBPyTTwA#!gS=f@D><;p&|0Vpuet$23*agB;?VsBd-6r?FAan?cRFe z(;gaTpRyL5BD&;TdsenR(Iwdh;+1p_8kVt0^V%phyh)ATes_k7#^2u3;a{kbb6uS7 z)k8&7hGV5|Jr(mwbH9CiK*d6>;yHz>R7?f^Uj8tV3SEDT(>o)mcsda7Yw1J9LBWr5 z?s_UTZ(N8jGoxZ9{bfUzF5!k|O5ggqM1O3%d}_TovEBR6LE+;RuycEl^6DvgID5s> zCwC~wSMI%Ovx@?$(mTnWizv7)EcWn{5(Rs{Hya0wP|(=U2&j2Q2G5s27M(@L()Zra zIs3_2O<C1jy^@Sob`wjUI*?Ise(8=4os7bwJ5H*<NQkOh9QCV*1j<1-(UXr!a6J8H zxqBK3>ty1+=O>V0SNqgi5Ke;l+5XdoOG)TZxB7XT=#w{g1+rm;D<^!yt@VCMf#j~y zGu$GD<cGue|GTfTD$Od^ELsYgnXmf|Bc))jx#Ifh8Y!%3Kboz%`hTv(y|P_I4YEe+ zDf`*Gh_Ss`<N6LwYdm?le{+cn(J`ZEZeAq3Ip{IrWAnudp8KK;8Ye8^dq(Z-qG$`0 z#@<U=-)WA~rDO6{;pVvg{6Mg{s5u_gpC9^{ZHCy2XKwW-W{|lNQt32q3Q?y&Km9yR zap8H$xL=zIgfEuPSpXAcB@AeeeKLkz{;|_SF~;z>?X~XPYK)~fjGAxHF~+;?0khvf zGD1;-qcqRO2om4(4{T=}!8Vj~@#}X1K7NhgR@g28H@0`@<U;|%zt%S+RRG;J3T=tO z0??{+bM7t@AoNv@`5;|@jmp~#Lwg8MVr%DeQuz=!k=*{ohmXBB&XRsMd<1S>V4gFV zj|+d_RX-y7Ma=iyoH+?R-2SV*Vf88=Vws}eJZT>GrwXPlvkcMAcTE+RHH7g7BXQen z2B=@Ne#LwR1H>L~iZ-m#$7es<-d8+*C@Qa8nEy@>$46Ngr!)1?oy0GXlh8x;#w+i) z#_MA7zvE3_^15(s-8y!+NC#_6kAxo1)InU6*YK{Tgf9+Di&Q(cF?i==l4g`P8a2Hm zB$TzG`E>`W=&}}MU+hyWQ`f@t;#Tp+cQsK`rju}eizc=e^p8;UG%z)BI8ee@1KI2B z`}N<e!(M3HoqRiWFxUgqJLjr{dZuBrxmXSS)m!X`_NYPGc;EHoY&F<EtTa+dQAI(z zs&v&C75v@v%xAF=;Y?@L?6MwZOk1oLc^ImURMPOP39d366Bg^NWh>*;f)B=DM3nI$ zPgIcUr-bdtP8VeDP(;#;roCZ56rl4d_?wcs0^)+iD&G~zW8d|Oj<h}Uh)e$(+s}~) z&c~emPWV!Gd<%{%%AvPY<JO}BS&ZM5y=##s3z@OuPn65DP&<1{UtU`l`F8o2TQg)} zZ+~^Ox`+(kcm^GNkRuI&exlsk%hI@XDm}T@TAElvzIt%<I~ToE<-)DcxX2jP*`b>J z-~Eo~SrjhjV*f<Zk|d%}UI~;^rMo#Wz7W~)`!WZc{T<F;isYcl^8XmS?|82M|NrA< zguM2$_uhMxyO9+_w1|`jLPWN-P?FNHN(oI;iX<u-MG}=tNrX_@iAwc5@4r5OeE<3V z^|(CG>-_V&T)bY_b34c7_0-xNWGV#bAJd=S63%F?>!>YW;NaTO!PvcZ9OPA!6M4=O z{ZSk+9~aAk=Fhm3U%fcEB$R$@hXDry^m~6Ok{o!IiuR=ZWMfZC?mkWr8>GyR@UPF= zcw#Ovx9J)iEXs=yG@?t!w;trmj$&iS%YGeEqDS@?w59Z0vmy30YW9dS8wEyNZ4^mt z@JYo*4a~D}|F`<&wGkFP|0Vr4d&)wsu~GB88!Xi9G}QM=XTkf`JDbiegd;^q?2Fd0 zP|z>;Ra~2ew~OTub`V{X5uapz{lDiY%OjRuB>H59VR+V?b|x6t4nD4Uz=T%hmUj0` zOguHri{#B<BF}5h=>140Hf%Kg<?qFW#;R-cyyi^Q)STKruE2y3>9*jipA6{!8xUgl zGr&h4j3|A`fd9%R_;-kbvNxsHd0Q9|ac9aeHDiFc>g-Up1OpO3JC>bgFffu;lN3t0 zl0WHdCpt)n@TNpY=Tkb~ddFo|-lrp&B)g>SHXS?byeoE>&@uL!5n+`{$K^R%2RWXO zKW$xKJ_QjSGnVzTz=Mvz#Wx#Qo6=!3(s5cziH;vfRO~wWiRsyUHgtf7y{)q!$aOTF zX<M@G^+g&^G=4v|dp`|v)&bd0J84**Hq4+Co+O!7i!L}5UBWwj<|5G}fffeWH&SU> zeqM8}_#hR3)|1?u>!^5A{>Lx%EHTNODz{`%VX$$?L!a<uN$sf+naxzB98HOP{NH|G zMQ)~^Br4*fYkWt#DHyT(W4Nu50;vZrIbKAU6xmyTyI@Pf&lY-B4ACQwPg+zBC=^iK z6OGt}C&i*VHB$p*1lZaxseMewog?*+tWFSqB)otq;Rtlj2h9bLp{PA?ut%4SWs+aj zR|u0)SH9)&U_S|hN99T-2rpcPnlxVfkZ}K2du^&A38z25c+g|;|Nnf28KRwMoMDdP z@5!;N)6KzpwJ$7buQ{e9{cfj6n1eE5J8KhRhKEv0AGm*;;NG2}WbWlA$ZVdBeOhdc zkYjgm$vYb3x`mZfhNv-Ks;r$qTxNt_W`QIBER1l(nCVyl-Vk55z8HG8(vaw&rsVk^ z100fy%+YZ)z$@`1>xv)h!=&rtp_Uc;m`c|fNt@7vb7fhiYoQ*peRb72yY#SD)%SY6 zlO8Vf@EdT^^bld-#O*(&3-QBD>E%y!VYhng!ih{>FwWSpPHxaex3XbFkcBP;wgkpH zi0i_rL}!BfO$Xl`qWo$f=|KIJXH-ax4sw!{FVt%5K;c7JOCOI8YK3F`)N8d7re@x^ zJxd!V*}a$Ucxl5yBRf=vp$!9iYT%6*S_tzfn|<u5g@=Iw%n2DS&_rG_b+a^)(cc>_ zDys?QBO%B4wrHSgYoM8+h6eGujy)%QMIASP2Cm(pr49>SmqkrW)X{XyIJNk)8t6+h z{PPXfu=LZRxqZ{B2;bc@@OO_Y_Rq&tN{L=kJKG^xz^w{aTHUS5R23954mpoltKjHd z9{zq&Mv1#-TG|F>T>Spz_>Tc4{CVKhat%s&y)Cgfs8A8wo77ZWS1BTFSwPXVIt84) z&6Tp!S^*1686F)U<#E||^SV3M^4LBb|GKJC4*S)(HI<{}VDazFT<2d|%>D^3I#?)+ zU&C^piDI%iCL2(wa$g3Y+#Myp=E%U}MUzm3iwwMO@U5kq$>5ERvfkfeX+-&v+D|%2 zW9&}j(29pr7++?_<h+)IylZXm@%IuqZ(`l*_FMw?mRcr}+a++~uv~?UsszLreXWdb z636nA7Y<8y6TNatBlEblI9_ItY>pTdL))rlj_rrUkXsR#kijJe=X;q&dox6l)cLb4 zM@kg`Qbv{*mWbelY?%`Ipa?2P19^|Bi=cMn>L+>Mg%NHtP<1|07%w-TV`%vbLu7I; zk0~yU2PSW&l|BjKlIzP$K~+L1jNc$HwM7U^=DnR2RD>`u(NKMsUkF8a%0o_b3&H8Q z=e*fB4gx%SU+<~q;C|Y^vR7Fgtf$Ng#wBqexhw3I<~9zvEgda>cymC}rV1C?5T49$ z?B+;wQ209S`vi-FQ`|pP4*g=|hL0!5b(H87>A(jIFWI17jC<eohz;AG!_qrS*?4Q^ zl{0jR4axm?DxU0NW7AN<hk(sQx4du7erC)j-j7Q=*lc8bpKNNFVxgYa-ZE0jLb8Q} zcP!B<k1i~iqsOukPJ&g6D+{|vsYN@TSjc`XvwuX2g|@ysr)|D7v9|azKM&C<x;OW% zS=__K`NAC&Sv5?o@({4IB6{U^Qt}q&Nn*WHhta&7@T6J8Bz+4Loa3(+b1!2;MmWLt zmK+mTNzdf2(wVrjc@b;F0s}7713&vZ8N~O?3WfZd|Mrt~UT#ysz+d`F$!~iZxUeE> zT~!zZbBFKAsM#=J86L#q)+L--bdM{Bhk?L^^Sn#?=qUSs&$hId4$BxWMe$>FY+NrC z_9=!A7u#x)gKLN$so*lQv7lpc{L-I6F*>}0Hgpy9(ov_lap1&n8np5we#T7FaQ;Mj z=lWivM--o&kZh%aYpy_Z=q3$K!g~a7pP_-?lbQS9evxy>{^^G9p@Am-@0n!~4Jpzs zVf<@o;A!hV`pSZa0GDc&Qe7HYF40!0QvdBgtdq8ZLPNN8=gPoeM1M>T99Z|3ibU3M zYH}_Wk4!pgEW#7gr^@edK!v<zgY7|CDz<r@v+*Q4WrE@|`=XPAl=CH$t4>hR*tMhb zcPIs$?)jdqbS2hDIluDFDLCFm8uyi?;KkY+b6=uYj=mCSu%^i<tc-qevw;l9I#=IS z`GhNf>o$n&CF6RqtM9@lGVVGz`v14TJuAK5z>jbxcw?@t$TSHl#cM3$OGuD(TVH0I zNy6tQX?glC68@cOSN^++gpAcbrnf-C&y4-deZnNH{c5sSby^VGp$$J5b^Y&m^1pGF zGNfwF!EbOU@phv*`i=~a+ut#Vo``76s(5p32-#h{&~65STUA~it4wil+h~YcrU~I= z=XQ%(V>mwj7kTKYF|2EunR+tD80J`tPJcJTSfj@Lq3cG_%}sTSw=}|d1ExRUF@&D9 z?99q7M7LZx<@~(W06+KMy0Xv30353?n;)LmN8;i~{`YD6AXSJ~1diz8Uac638li_& z&!IFqZ9Oy^EZmFZ)<bOSw~B^uy7>IjJfrThF0hEb-#LfyrRfDDFGv^ppO=o_)7QlZ z(a!8%eqB7*YI!Ems)GgI^)jkNpFFcT%jZV)$(G8My1FJh_@LgqE0nH-$LZVusJ+m} zE7v~~j67`^E!++b2-e1pQv<IC)wJ=($+%+Gloq6W0$uOqX<=urO!<8WE##X#-`rlV ziMjG4ho0DKf^Y6RrKCUuCF0V``+liIp7KSR=cqb9tT0Sn$x=tu@S$9fH)`m05g+!< zAv)#p+KJm9YEb2mOg=2A2C;!-F1|lhVP<NmwK+u<n##?gBP_y~#;<>a3sryv{ZFDa zRUlGr)nAaIjQaI4QqtPW$m7y2cwVoBYfDD_lO>gK_Fu?Uw~HdU7On1ow^9M?NY6^X zS}9;!-mus6zC8R>B)=~N$fK<^K5X+ZIS6Ujku=if;2O>=`M^dFr^bBOm3@~**n86A zk_N(;Imzl-cUfq*YOEA~B?HYEnfwz6WzgSgllUxK2D0opnHoPCm^QHE)?Ajxa;<OT zalX>H)Yv@mp+^d2^O$9RYot(G@p6yzs3cC`n_iUdE(t&CyH1T05-4at@n!40IG*Z= zk=E=Jhw;eX{SGU{QF`ZMyFOJM>o@-``_n3h&k_15b&g^fHkcnwZV-j@MLEk|uA)d$ zU3efcF9KD%$(@2rB6$Dmufl~O5iC|*UKgb(0@5nC^aYX#bT(b`IsZc#scMT88C}A# z$T~8yxl|aOezOL3e_=dYJQp7@B?QN|?ms>^gs`C6Sv|Q{2&2yRS*!Jke%b6CeU4WM zIftCuIyyP9c(@4v?LT~sZpp84g@f8~cizTK4nD7sFNlfZ;4$}XDb=3?>$Jp*8+II! zZt;k1*5$zM!I~*S5e|x~-n2hh!ohNy#n+%oHa6BY35&jC<DtJrxZrCxni~_Q6K}B5 z7*Q-Dlf%a8Rmsb<B8YA|wZ-|r{k?qm-Vi&j#zx2wpLZ;xTQ2(ehIY-dpr<KYw5E#% z$|mO>9px;<lzMD7I>^H07Ww@7P!<F`%*A|{v*5Td@2iw13q95IH_NCjq^CU!UOCIe zb!K$B+$Sa`S9TP{RxqK%%E^()Wr7miILn{J#7l#Ym~$aasIUZTT~;%Z(kW9&1ru4X zA1uBq!$gl^q1Y}iCO(JeO%1<cz~IOSp5Sr@^mg@?i=JlS+@hqYmvIba3O}$}?ZE)& z!|PUU2L}3ox5~3Eh(4k5#t*A9aItoLq)L<lo+15N>j^sUX$-!oZ=}QC>0(Iw4LT-# z`W~)3PX|xwkFze>M7P+!*EKsz$4f?EBwr#O0{nbWI=9hby!K{ajvF0qYUGbQt%=SN zc~q^XLWlD*C6{kxI`*;hCy#xjVN0Ty?5ZvrGF|6nsWmhlJj{3SVLlCt5kV3$$uyJ{ zE!kqYm4^3mfe{9qXvk8Zoc`fR1K+lbJhzE%$@M#;9nPWQrNe6O^#U{$U*4a+dW7hg z_+NZe_oz6FpE(sozkJDeeH5{miZJJ=iNj7*Oop$YzoblsDJ3ItFO3Si0ngo$XA}hQ ztxCRHLP2(XyPv{-3QAJ$bxm)g;98K=h2#1ZL_UaO+7sPUB1bjs=qBUfJsykrJ7lc? z#Am;)kc_E7-&D&~GO9WQwNBd->xCaGyH&{;aau{;CQioqdLupR0^vol;-SG0Bs9|J zc#7|m;JZ@P_fS3wsnwUJ#G?pjMkQSPSCgRgE7IzuHnH{#69E?q`f(kmmlyu$3Qsxt zFwZk{T#Sua9Nun@6-QlLhC9vi@2DjBh^ghja!-b!Icz0g+&IQELoI99m$?BG*zUT% zw=}~97H_!gACw#8cFK|mHtUViy2vT&B;m=q&3|mB&5Tf_?^Ymn&Jdd@7LR`#7^3IU zJ6DxK16XSeR&RGOz-)D4Q%bWw`X8Q6?u*yQ44t(;Oimv$4{EKi+|$GRbF9nPck6+| z>AN&$rU&lB?}q6My4byPsfTr|F7^m`TjZV9h3A`IMUfa?G><;vi4D+2ecQ+eFI!!F zYO)hKC#?&ifc%d686DW4X(2gX*MYRsO7Vgy9k9Gxo%kJfP^dq6@84f-&`fsz<A0<L zOZiW!aeK7kac8>NXSp^O;*N-H<JX34n)WT5i(0T;<wHr<(t@N~ilOU0O|&GG6{!em z;`#4l!K4cs;GCiHJJ@RAJIAJJd`=xPA&I+s&Z^_NlSDn$L>-O$AKTu%qlS?=p@pMI z2w(jArtB$dxczNUX?L|MZc{`RM1oaO*xa(IOj8xs{hM!Wi&ep@t9_;8(kfUUA*izT zvND7#EqzAClyU!6l`8ioC6qHuiw+AbL45G%Q-_a=NbL9d`JL#LSFViJoMr{2K5ROC zURMDJ`LFtSy^}{npIE%Khdh4%5f^cIFNc=nIlsM*%b_iL*Tg9^Io$asVJLo27SZP) zHBIl8MOM$~`-76Q=&8_geELxacdZ7G{|=CWVDr{n5o{TRdU$JmcrT5?ypGY1!_qk6 z9U<0lE{%5)Ytw%8Nnx+XuQ?MBDXiKYJ^h6&g)a}^#$H`33EmI1fyapw2nze=rlKH$ z`<mG+20w};WX-4h`pM#Wr*3`iXQLRtKbUoo3KzrjHLu$E`bDAB7ntUpBnm@rr`H=C zL}8RL%J0xF0;Mem67MQSAe6b){8qRK*w^EZsCbB=bWyAL&3R!g4&JTvw_O-ZUv9~c zjS$B7x!!x4a>C%Px!-I)DunE@bDZzFLP)E)_QNGi2xU{ND#r*{k{hU^`szYR+Wpt} zhJX-`Gv_{IjDrKTIKShK9L)UgeC2YJgE==}?}3vX6f6<_<Q~R>u59U|OGKyOKEH^$ z3J3A`JCt70I7qs<`0uITY}l<*cx*>>%DIaoOJ`mXUOW%2JXg!caLU<L;~8v3lSf1% zg4p=bsQGoV3mX>Mhh3^o*ytLZVJ#P7Lukt3emT)6TE7Z*mVaa6#8~8KwKf)p?|GDc zyURk$6}^U2g)BT<h@MM6MRZBLi#L5Y3wa^ppKL8ycsX^0=Z`82_vC9t&k3?nsGt*I zIL5?6y5;ibr%dcDa?P<VV&e3g+}4p)Ce|NM{239z#I-ihgBI>g#HN3V@6u-C!ojqC zuKY}ha!eQX4=@mO!Y(7Uih*ZqHSSC2GjLL;CgD{w1HYqV&%3W?pl?#~nS?drNYTK= zEm;OmH|{YB;%7iO^5MNr+zdD!X-<_MC;U*4vAxqw$7#*TV*5fm9B{ADESHYnw~E=l zv2=KM%yCx*(&6@4^xYaqI#i#@gh}briR-X8`xd0>pzl#DtS8a&D1n-vK1ajvV>VBs z2tOpKq`sY>X;^P+U9H^m-~R=-o?f^^xN=;ytmHHeH*=F*4MS--nWlW6<xc}c>eZ@6 zYiamUa9FdJ=oJ4ow4fMi8kQb<vddB6zu(apxnVs|#bCo={;w`7N-1JHdhSwTdpWbp zJ(UU<D+|v2CMpiy=Kp=xn2O8@t6j?oKPDqIWfXX*SebOWK>r5?X`<mheO(mz{Ij56 zxI=+?AxZO0IR)Fc={3d`Qs8(;&tnzg%aquMZNsZ6h)Ntb$=0Oc<B;K7Pr{eizJi6k zU&s&@{2JBRL`K+!oUynPGPYE`DE7!8BR`Xq$OtAQ>S!G8jx`wp?vfWGWQp@_b7cP8 zmspd{`*%?v2~s<61hmzYV44$V6nuh&hny>!y743oUl3h6<Uw?eXxz%r_W$?(*#4DE z-5(HrvVD4wMdV#`jFmYYcCRr<fNEvC?X)@cQ=)p_bD85(k}>1M4^ymhKNfaP(-bOY zLJQ3vCWs$jVbL{ejJtIoLWi#zLqhO;Z?2y)#JRY+NJB=5{E@8|8fgUe8sQuIQ-*M_ z*&PzG!VoGlK_?a88er01)8C4106(qn&wgF{P?)#QTI-^Z73U}R7fk7a5x&n?Emsc` zyp!Hr-Sr^3sPF1-iXLo4Ld)L0)rG3{=ZD!32v4Rzr+UZg;*!8Ct$M<f*~C@>exg&V zm-p}Z)~SO-&Aa$nXLPXUSBT3hUmav~&psNG)q$_2^v>{UZCn+OHb`sKMq)*g@B0(l zIHE~g_Iigl1okF3WUFgKMfc10rQF(J-u!FblCFiBTtoj%AuWW9iN3hDUlWSIE=}AX z(ZG`xBN`8rH1I-MLhXv827dIg`M6rtVY)N(dfQ5Mcxy>6$|pMI&Bo?3?f^ABil98N z6IO!*=|=LcVpY6($o@FwsftsJ%STs#RKY~lp1{qaDn#cj;ZFRgjOau4q>Tm2V6%_R zsv9fACt-Vb{#zw*ZRG^t+oFW_w|aKTzZ6j^mEuJ?pa@Rif$1mOih#_o;5P*dpvo0K z_M4K&o?{mkmz|eK;MSXbLu&HS^dD>J`XGmm4%gR-r^;c~_{J3%*2$rc(YQX$R1RzG ze#EEG$ihI_YI}3GEdB^1KFmZGcWSLpB@^8eFrP6Lu}uc?e#~uM3>i#{XWi$!DGlXR znT@@f(r6IhqdNrY|GJiB`CAH2UVDVd`=lUH{o=TagcO{we_ZNClSE;LYGnN#3AA7E zR17zffW|wSABvUY(5&jvUK}fq&p*js5_aNvot;g2PB^o(n^_iRDuxsFnk9}kqTt)l zp-$}(1>>}ek*$Cz3a-1dcNd5tGDrC2C`7P)OUcTcbHWfAtg?P`P#CuBf}@<2g>m<J zJbCwbA^gpC*;HIFgdNLUYfkPJLb`~Uy?uxfqPOmFdgVr}cjq0j(iXzq)MX+=Y$4na z*u-Nq!NC<LyS=SMw@k_LSoz%Iz;04JuPcj#M7B16Q7Q*E7fT&?$8%t|*n`pK#z9Y+ z-i(bZ2LeAAl~xj+;-ov)*7Ssp*{YI3t#fQ#Gnq{uI>N?tPt!kz@odBy-4&#JveBk1 zzMHw4jiV{oa@sA}@a*5?r^_bJ+ppw(mvANg4eN{38y0lkj(RStXJO-(^s@68SuhJ7 zOBaq~p<30=t78ib<u`kJw%W7sB*&M%nDC_chGba<orM*ZI|f$&U}9KzojG?e6J6c` zF&TACJd`{yGnmFiQ--~)#|9>TM@Xjsv|z%A^Xp$a(IqX?wO4f)GqK3Xnrr$i1LIVk z%L&a4jEPMxI#x^gA-8YpPX+_lD!gWGi46GNw6>~<V!%a(wSTWa1FrIadYD!W%v!f{ z-YGM1=`L^Y5gG%xd{0TZ|Dt2fr!m!*r*wpqiUdy9(6RN?66J*JbSNAdKPGvEj`3q9 zB%T9wu+I;Vx9lL!m;NVGvVo2h+f2_|n$p2cuIZ9dqvMyv&9x&!bcC$4pjL7dE;+rV zr%e%lXa!Gf_(X$<)v}K+-8As}$$ZdwLc?R5SyEjA4SkLN0S6A#uv_K(W2G&GLk6LW z{9ZIHQV&h}yqt#Q+aeVi3N$3ue=%4|_%a=t7Rnl=Vo%uLZ}o&L(Kilyu02SF_{sLv z?$uPhYqJh2HYdt1c<nbYVZsxY7JG$x3K;1*CsQ6!a3x8&+x;vB8zVbP7Vo9t&bFU9 zm7Ww-U6q*GXHJ2jll8NuODUMM5n9nPOvcsz_VSE+G8SKwJ#d8Rl&>n}Ub}N-9QPg{ zTAWD6wZ;R}*IdcS@D-C<LHOZcUv^@2hUkr*H(uU<PeN-Y&FE$e38PV-N~I4-u)Y~m zvf~N~iOD?=OfpFrGflRT2qB@{xFzhlCkgAEKV>wTk`VtgVY0VN5Q;I|Uwp6nU#~<g znms2kVS!=k`X)g&3;a`xrBvuy;HTs#Sy@91oV}ZD$>z4esYlrxO)Sje@vr(H|6x-s zdHm#h#5)rdc=C-I6TV2TyjSqC-WYWbH(x!sFox^tzwMV>jBv#?^NX#e5oGmh7=2ZS zc){6Fq^@g-jnkjCwDu9Mc*U(wlQzJstL9D5F6!gV0Ob{RjXnz7c4mex*2k&u-$EyE z=;6)DS#jy*dRSLB7t}eW3%)H*8VMD;2&c<j<=Ur<;p?loe!J;{Q$l_qs-TPgtqyTv zeL4`{ywGy^vJNVDbvDa{>A;~yrg@8(4*0f*r#C1Q{UUrti!r8+!G8)*(`&R5z31%w z=EK^cM67Go-$poNe$h}~P8$;TRvRu6y)xk#s?GA$0%KX0waZd1I8R9J%=)MaeV?=6 z$IUenQFdEo>vIj9$&{C@P}V?03Z2XOtvc56FKqS=RY$PYm`OIjI%e}6HBRhRL*>fU zzea>BZY1R!!8cWrIhoHoW}}LKR>L;~%2lxLWvo}dfeK!J$e7F^Jdv52lUndnhF@q? z@kV83T)*{L&MHO;OexNVW&<TOs%`!L`?n(Mk4}Am8>0vwZrYb5K1GP^<f07KD&X#? z=<OQL3izm5)_Z<b9*=kjT9)mShj#Wt@nK1M{M&b$=kFak{7v%qm`{--J_or8Cl%%3 zmL<Q6H7g5hMXdg{4YCmD{nov4kt_g0K)t^{-zYp8m?Hyacjt@uyk)RGM|Cb(NCvm+ zo7#?MOJn7#ehEQ}G)jZT4a&|)p}M-sF-=7Z>7G@k&s!uRHu<|e$3qgm>~Qay2NK}t z@_LvUE`hU>hM^?_5{Or8U1Psr9Q!A-Mz4>FA=2-M#-}tfl#9<8^>M^-`cubqg$hxa zFBZrsS|<w1*}TF<^CHMKq`Bo35uUtO=(F`AI_0Stp8`t+M>G9)cRmuv@iiS%$&rLF z_X_WSb`{3W^cJrfwlMhal9eOo2tUjxn_}(~J>nS`_WHOGrq|ovMUW8jeQDtI$VCX1 z#k)SbX$e89cfqxeEQBWMMm3cY4lHG-A}<i#B2Zgv^RA17)_UVf&8r-!HLq$5jv;*M zDZyn24)&kolD%lh!H7opN--G@qFpj4v<BEv2};wBz0Jnb42_bfschKZ62IaSz{aAO z{VJks*hq6UoeNN8<9M8iK9j<RiDB6G>RA@X8v}Px8(Hwq?|r@h0t+9nP{(>ASh!{@ zS8&do1wo~Bp<xvk-2A_vy257RGq=VOp>IsAx|8A`RKvtgYdH<eD@=6f=Zp3qWkQ*i z8&Md`#A~Odo0@BwNbhg^`oWY5so8G|?S_OWXFGV;GMR{9FmGf0W?;_bK+M881MNH; z8e<4gEKT2sNL^(>t>(0w#90QM4a6v&`x*GUIbtk1h=G>L+b_M>6USw>iuo)U*s$w- zZG#d66{OfZ(MyTf{bZDw-{{D_RcCza0pZBRrOjK)=(zsqlP=F8I+|YczNy?v#|u^2 zz=J+?EKKUOuC$|rYR{#ySd|XS+%ThwNyqzz`}4&-bePZT@NFEWA@`~DQ^BV+jQjuT z?X03fNUwGI^Ku%tFZ@j@xj;jkfI8piR2uRh#;&lAqajkjr&MM;4ZR9A)qLJGh#$|R zzILKP^o?ELgJm>)s>z+M)}x`Trs3!jqFXE<9Q_f)q2bC2%V4i1#POGt-p0LD9G@_~ z!q-ZLc|(5HxwBNr2c9mqi>4yG=UoxcDk>UkWz0_~Qz54OVuKAA6;=uX+eODIc<&hO zGevYuiT%Iw+-np(Je1HDoJm3K$FshYVH60xd6_h^o`Un-yA$8LQDBg@N2Je=f|d_~ z^n9XU9247SSNtVIo6mJyK_wXs<sVx5d&uao(C_@Sk&N<1W&27^$*A_!Z4MA6<I7>2 zrPCissBP{O8|@}R=o7=CnQ+Fx$!69so#+$23dyI=Bz&5WH7ivm!EUf5brXpMPuaZM zH{}0y%Nz4KZ?u_%?|Eu&$#rwouQ9ubN^|6Kx*ugdHpjcPm)j1enW1|)Fw63cDMA!; zvd?}q!E4$5G5*dbm>38d-1f#8Zf&M{g4>MY<h5APZNdm)k@v6ph8ls~S6A_=%Mg`O zh8IP643U&SV)xPB0J+{*=Wc%1N6}1Wx<`OMypL8!HvHCuyXb1$kAx!|eHeTTJN0lo zH^EQDUJnmzE;WA?)<YA?_}AIHx;WP5`Fn4uE^(c3Z=u3o7c;)GOOoVt;rCd_{@ZUI zSl8|TEAdzdnR~V+O+@OzJgVUP4s{*KS(~vmeriKrRiAyfP#c?Nct>W!wV`^Z^>T=l zHdeJ-rbi2D!+D#$=g?y<$UXMC@pzpUq&mkF3jb>2rpK<b*dxT8t1|Qas(~TigZ8bb zG_d;E!LcTW24qd;Zj{%k<Jj`l)fZ#c;gS1mtV&rOzh3Ieke;gH+?ZAJ^KEMAKl%^% zr&ZA^mgnTSLltt{epVDstAN$nAz!~r1wIosvO5>6Aivf@G&o%u9~@5oOAt{;@5h*| zke5ohdnYk3YlRYgYqkr9EK)-9xpfb3v?#)=wQQ4CkRl>KtXO36Rsl*ARfj~)6mV{! z$>ziZd2EltimxW}DEOP?`=v_`k)vbjeqnN$JYB5lVIc?G;KvI0t7Ty+aUt=6yDW|* zgwQDqGT@2ky&c~q1CMPZ6iT)X#$z|wJvEcTtmDq_GgKLXd34E^chYE$vUCW|kjBPM zCzNv+q+m7sQlL#;3M$Vdovi~UG5lABi>4-t*%UOCf0V$I;=C{Q77}=GUaw5MEDlPk z<?C`OaVS5na$lA!hPBM>YknGHaBR!K)mBmLULm!Wx>FRb(hqrdQ$_Ji)%*nYz6d(B z8+7xwiQvHQiT3yrVc^m+%J>suys6|F^t~($Q~q1pzmEz-R8OgnzE&6ug3cEsbcB(6 zeEpErCn2aW_la9|QwS$RPj%}C3xTT<8k6gUu&4a*nKUaQ9Buv<D4|5mg?3%@aSjrS z{J%Ya#lfbFzDBWi9K0(JndV&Pp!TNO^V=C5EU7Ad>>kNMr}0K|l?#V(v(nH(hXb$V z<`=VK9JK6u{BipaHe%oWs@VRW4aLmqpAJ{p_*ZI|*g|*`COf&^d=ne$>l|+nIk53$ zIwXF-CL8=W-BxRhu(7l7jmM4eEPT@lIH%XiLSpWRz1$5f%;=OX$R1!p`~Ir)??YJ- z_I!CWd?gDi{au`^!Yp*&NzF5vV<K(!)vEaWOwgA1U!oN<aX3{_>3T8~N4^hQnG-$I zPQM%Xg6I*pg!8DMC=-%K&O@?GnDC7Wk}VrxV6)n{Wm<O`@IAlWuK6?r+h^WY6dhtf zPDnGwCYXVd;U^U$8whU%1z6(F46JkFle(eCfMmoi-cULN=_l2Wv%k|p9`_JPZKA`g z?7$Vhi*zh;zvR-LPRDMC9QzaDblh`y(@}Gw<BVqlp%fhk1s`jNHRzz1Oufvd(ea%1 zSKDERhV1_Pzhnn#@Qje({JV>WVF{Oy-x_F$`M{{%m`lUOjCYbG!iiDd4K;0q5636R ztxnj}kZ{S5?4v=0=^)8RQIv*eV+A<@LE?DdfulV?snA#7aBK5pDpJmmnD7));qSix z_)HcR#Rn8`wIon6WO%`%G=K`}b*yL5rJ_aKdq>Cz3TAhzrq<+85Zs!#;JS$d!));s zH4h5>k_MTw))YjK9aZ`uLqU?GNy8^G3hq9Uoo(QyppNg-)mw99><Uqpj(<<a(rbUq zS2U1eyE|^0a*Yh0_T<AeC&@^(v~_GuAS1;-opgOW8M5jQQ3u_~5IFmEyS+Xc&eHxA z3vn{ayh3Wai7tt9SMj(;I1#609~5<$ggcqHx!j9LVC`Ddq;iOakjD7e|8^6e40Y}6 z@E~E2xlC`eJ_$MELK30kB%GT8zd08P<vhC!c|Qxnfh*3H>zyDnHvCN$ZxsAL_rXS1 zpJ51kn`52A-uCeI=HR(HQFL{?IYOtaT=EW^Lm}!@=dLg_s4CYsCytmxf0TPnMa~po zWAa98#7(ix>*ve%QzjT)b~*5>hzTMnUE!azjd7h$v0$hg!<(|?)US3Uc+M!_30`Fc zZ%MN=uXh^4e(`Q5Z;AmDs;zZTcIjh7p3bD@4t-So@ycoB(Z|+z{Jdp(dRV!*&Zyi` z4_9xf7wS;;(3|#MY3zkAveh4<{kSfUklw~{`Rn4T%4&BNDP1INSU(s#se>86AN%L8 z=-^&@>-D8Xr_9oac{3Gt@J&dw+Hg`EpDAw&4qw%VNSdU^jV;<}H7qNpE!W2RP_q>a zge%v&1ZxAEwNThDul^uJ3nOyDBg_R&gc+Tpmv7O;5|hdov_1{=%vPBlx79$a$mZ95 zpViS=w$emtjXIn<X96Das-vj(_=Ie<8g@_$e|Gn&f*xy~8MsRoO+p&Q)TOG(8I$NR zI<JC)ZkwuM2^IXNFGT&ht_;)Jzi9GT#zXIrfj`#D_$!=wRHjY|ksSf<4+4}Bo0j(2 z{<R{qTpoE)Oci0Xl-(5nS^<H!xtBac74XV5Hos;}9y)cg9h=JKQMIJg&n;da^(l(m zR{W8}FFWl6mKAdNJ{H@3Ohpbs;c>wZm9kKZoUGAsl*I?70z*Z@lcrJL=(<}n$l1R| z=g~eHEFV*>&?kDt%4oBpe3LXPe~*0a+b50D7hmdL>qsMk-`wN;eZmp8?aPO9QdsB* zcUgiY7QfR>6Ht&ug3fw#oiquQO)Ni^r6mEz*;CAq?c!M2vuMYrWN}Pp%T$d05JRZr zzWUfeG3+M0|L719!*pnmC+(6b_<a%|kb*>!qO`*Q`4<r^UN7EfnJI#5hW^$&`Xcc0 zTAZ?PR2b_TBM;gX2_yB5iI``QFfv8jO9QlpQL*)ELY;sxBF3kMt-cCj=+|~~V3iQM z4)+}3Ju3u-uck|W`3fOsjp-H_eWFjQeCv3ngisdntUT}!2OClcOPQYtCpcwl_u4s- zmpCx8{SF6K<>7bUWOG0+X8RmDz`?O2CP+-=U~cHmq-z8RWA%Me&s{nA?0HoFf;9)C z4<A2iCUGEaa3R}hl#MZir+dmCu~GV&K5lY>jdt6I7C%q0p?gqnqrM*-<u9IIaFk-h zhA&#Hc$$Tb%E0L5-7Ii%KdY>~$-<U5oMqc`iB6GvQWCe8h2N2xJWOL2+I~z6G)S{x z>{xj9FoT8aC(ApUyO{X-uu8$Cl!?NODYcK8O!#{Ux9tpPLh)ahyV6=FT!Tudy37f0 zBo$eK;!G4jyP3q|V&Y(|&f+J-gd=Os8uPmu_-5toxB0*OT_;PO)hih2yG-8m{uBeY zj?`5HxeU;9H)l2_F<`v@9gn9s16fa2Z>KJ2Al2Gt$2%<s;tTS9oOu{fw;X`v3>{;A zGVk}+(jhk<J+F0+m?yHu`%~y}*VavanLtNpUAR!i4mxgieirs$Nk^AW)>X1D9nSG* zg`bMh5&wBk`UEc>dZYO(?T9|vb9t@R<YO8tsA{Q=M4wpmB$^#ON5fkI@ml{3qCX<` zdd+R6!2(}H->sqHc6i#}(`GdEE1pt!k)**T!+BVqO!P_bm4%TBDnv~`nQgpF#hb+z zK4yhfREp^PH0`7!+U(%PVqYp;isE|L8dBk@=o&03O*qpiEYvtbf#A@y+X<Z%r0cJ8 zB$ZGQ_)8_|={^dE;u5)Ie2C+_ANIkVf~7WZ%{bD8Gsk95QH3e!mE{?zoFU_u>teU_ zAIUiLrepucIx_xEbssgjLWaqQR~v?s$T(`TcWbgM8Cs8oEVLEL;CK3~rNSX2!uDX; z=RYJ|wwwv;7$%|ktwC(fOA_&SvUSCdYa|>GS`n|FLBir2-Kt`VB!op+^R}-hx<qba z$XlL-;CD;8w3d<(`fP2T+O!~M=EKPn-vqJgvFXgfOF@`auKN9<MG(9PPSp54|DP`x z#<@>qkj-(+arl-M%^VM>@A28onj`EgLrlri92>+n`*lprps<K+W&6(*h8IPhtQ}3U zrfc5!%U2Vew_oXUbeRcWL}gv@dT0#4lKlfh{KioF8<cG_Z$w;AT<=hMZG`>9iPd+! zjIe(AjB{+GA<9qq`hFENM8c+m%LUI2P~$)C@9b&-m7qDcz=%GW4VM+ucI)G}M5*nr zQ9WG0!%<Q?tcTyb`qUy7^pME1jP?7h3m?v@K=m?R1Z*D9{S&E+KP(vy7du^e+Wxj= z{?kFULGe(<OC1D$x}>%3nhw}0jRS(oI`DLOqxi{32T>J0%O}`6&{j{lx#X@k7NU1- zT|@MX!~4|y4UXCnSY&bI2U!~(&W+~&L0WjHU{cvTs)-u+<?a9SH6ax#x8t|ACZ_zF zg7il;pj~i}mFlB`=CMx-hsV|7Qt@E@aGW|MR&QG=>!?n+o7wJuOAXQ4i>v8-)$rwm zbnm+ts$hk>W?4q6B3*EUuk3&djKuiTt0Gl!tHm@_r&1ZtuZ!IhS1Q9X$VfJGMhP!# zCSClaln_B(WvivAgt0FT(ISnCC}@~Z><U+e{1&QIjIbio-b@8wf24p)-hr}0Uj_6I z3L75mk%!}huR~sk<)L&bvTuotJPvQQ;Bu&!!@JQ#ZD~Pr82&ZV)b~pkCiDP4hhxMn z|M!-~B@4GDXSNsQ%b+h-<lqow@cC^3XXd*!Y}1!N{#qmreJ5uAzqQiPbJp{)<Vb^E zer5MyffSnBjwGciNMTQOo=j=IB#c+29kbajiJQBUZ$J1V0UB?()oiK+o|+F7t<{u3 z8tp*E&PH+U8oo1nOIaMPll&K`nPMnTzR$a5UKCxc(|w~4iV}UcuiKE9=ocA>MRg-0 zfXA<b(j6kWZq>Q-!(U<O1X(2wH439=`=P_P6NQme%&}GW6^744Z|nc|fh;^~^zigQ zA$+Gax=g+n!nb?{-J}|#TLzoYbsZDJ8%Nc1e|?0oK3&FSw}}vTei<t3VhW)_=1V<o zfanj4G_|lA4*uESHZ;1*LAK0++}4vEm=xJv-AA}Wd1JR~=_U>a_uBkEZ_B||9o`UU zEe^OG@;WZ_a9}#~uzL3#8xc98Ck4CNcn~8S={3$q=#2NL-(76%9#vjsUBZT-9J!$9 zFdHQEDbl<P8`fXXE=$uO&M#0XD4itym|gSYPdy7~g1TI-(pgx$mhrBa=oPus=`j_X zh$(n#e!T+=UZ;Nb$PwOTuKOK4r9kw~`AqUaHxtQjpAO!C%EYIko!)z@naJ@remYBd zWAN(rll5DfIIf(dFW|_;sv{4hGvo+gikn8((3u#J+;)6=ih;UK+cI{vFc5iX$`(}& zG@P0_6BEOL)Lok{VHXCLYq{rEsWT9k@wh0I#elxFaq+KjbUblb^Ru^?jsUw~MQ5JU z(QxwRl+$&>4YSLp;%Dek`A*O8C0ywWVVZy0OUKqqt1Z_;=m;5<-kh+Wj^b9~2DjyO z{4^b~{UA$p&!O|Ssa$k;lf)I56Rw~uz~yr@4PhEjcbqGwq2WS>PBPIiheA^|bdqRb zR`75$LugncL0MhtM8mF>Jv^r@Xh^JnptN3rhNzj-ceQCW#M!yovUrIe$~OJ-dVq?O z)+fFS=ctgadw*#znTn{1&bI@hR50HCyi(#y#eTO(J2t2juB^%q5Ft^4yF<CzFDZ!8 zVzo)0BiwL#&V3`4f}qt^Cl0Np5PjjC!B(UoHgVaGOMl2vJ?6C{YnY7uCl1{Qy2)7C zy^42x3mLqp%({8<$vDE5)Alx*4Be$RTjExeaaJgyL7ecUnw|gt?LQLkalHMr-ji@F zL@+SmF$w)%dJf6;By2xBoc<=6gewWb*9DG~Q0MGEOG_nTR<XyvVm%2F{f9aqI+L)A zQAavtPC`SE>aIP~B&<8JOv|3|rP4D(gFPt-kG+-Wx%&h$%UYe;)+7i`i`R)0kN)Qh z-{sh71(rEfzKTi>vd!Td8f<>t#T=hs=&lm9H%BXZ*Zp)gbNqR=#){fzh9XaHn|Iu1 z;1S6%P4YLzTD#)PheWS<m1aNF6Enf@=ihr5-!jJCU+j8cX=60}nr0SWHUjexSFUNW z5st2C`MIdh5Kdp-yi{;B#9zMkDvp;85WaJ6gQ27W#^bYlb|&fLaEEK&g1kQL1;#Gs zz0*T=@YRsJ(RzpwwRWF0)kDC$SLZB6^pNoV`Ngbny7+jGBX#MrE>6C$c;sTHi<`O& z>&jp2z@YAy|L<HKC{<I1L^ta|ksNqWURMX_&r>X!@3rwHIsQX=p*A{YA0^ygp^Z(| zTv<E*dyaDV_x@$Cw2-ZtU%}a;g{ZTBvrT+j(A}Z*HlkJ&#|lVC63sNRAze_C_p1i# z1fGdrU#$VnIUF07*T7?mh8c^k>iBRs#dLN=4WG;sXI>vw1FbS?rT3UBVnvgE1G80e z-#%)c{kRI|7FF_I?N-6@{(JW**Hs|*BKtx9G8JT9BX77;p^V|DMV}A5DMRRP=E~C_ zlu%j!#MU{2=$0J0r7d(NM6b(!cc)bm1KTC-T-PY#$;SELH^vpPwM=8PRjC3do;pdI z>`_4M0d4<TRRwHT=-+DhMjn3WQqCUTFOSQYWW_Rh<so6%`fJy7IlK`cPh7i24jqQ? zBKRj{(UTXQ{p^M;vNeXg0(51OTU}W4rCbJeRJmoxbcuQ1u1EHUG@hwl2t98r4Yl?4 zN4DINLRhn^@>4aUTek1NmOLVfwhCFkFiT0yoD8e?cq)NZw+(84oFs6?rv8Y*7jYEG zoc`<(FODZ_7J>Z6;<(!{XqNt23`KQWW4;%}koq?LZjHSd1lHRs%8!a-jkNOhj|HNr zohwLPVJ8X&reumiiwI8dP}?{XD}sh5r=USz5&ZkHLQy1F7}xYx4IGLQ#=re?j<4*6 z5&0ySHP04?^;GT1{T3k%ej;@>X9yuBVf>JFs1UZLl-l*L7DAK<M|I9y2$73+UEc#C zd^P!2J}xYTT=RyNGNT;uj(3+Gdc?sR+lI~5Vh;Qlaml?o&cQ7On;#~j95@Yr`P$~r zLF4xot7A-w<Kd!@C{i38DI8n7a*Pex3|{NbHa1#E4jKEEv%$CZ&BOA&M4!Yhe|s>T zjqa6_+Z;BrabEiPp8-2I)YlK!{pX6s_UM9BUs-tT9ciM|!NTROfmVrUi8Z4=8H6wB z%{=UG$HLWn9ZiF3ES$Jeq3+Gi!md@e>J$A;h@N_0y^(MvA+#lyb)Jd8i|wAZr!gVL zjB`02#e|@<z;}`>6aQvg>h{SHuKc{%ME*m#p^_t7+Q&e5l;q_-?F`(k&Nqx8y5$&a zTL5k`@F~b`$>bRZqPVTE)a_xQ%7m}GNt@^vkyF!*IXbpHvvR-vh7PgzEs{y~bR4w* z>&=%(2kSv~_4F~qhv|i?XM`ihHOcRCLg|osm~3X_PDhP>ZHA%^9n|f|k5P>1xaND} z_pm%2RlYC!YZ!zxOMQEb_~<Cg6W4Vbp<(MoO=E#h8ls>3OYJ&KLs!Q8!zTM_m@xO> zTJJ@}J?BQ}99tS<L)t5XwP~2Q)83&kN`uLB1=+tmG}NB<T<+LF#g(9rv(q_Lq#r@d z?HDTL^xivYT2pb)C#v}YlZu9ZiS=3^DHuq&%F}g~f}1)*+JSKt%<Pu;j*Xx|^;X;~ zsvQLp4u(2aG8Al9y)(S&CmACV*QafU$Z%cHb;R@~83k$&*S@+;#`ciopKc!|gM7hh zIwOJTkN$rfcWoqNP1Uhdbq6w*o#PW(s!B%rez(--#blW0tI|V<h%S+%CpbSPA%2aV z;_Mj`q=v}jUyhP+f5VU5`w@gEy*lqg2{&d3_FWCLCi*15<eG;v(IYB;9WIh2Y~v|Y zr7j5KX#=<DgO7qRv~Fq4YY>F}`3%#oC4xA(HiKfDDTvnx@K`EJ5Ge;@ShKGG_deK( z!Y40SK4!qLQl6Q0X2_Drl!!QM2L6j*uNYUGp_@B=ZS{3CG%-YDV<pURqmI(#C}4_s z-_B!2J52C}KWHSL*97V^iAM*X8ROQ*CF>l18A1Qw+MMZDBkY`AVI=KigwM5dN%GuA zSod<pk{8Df@o|~@@VtN_V)%d4RT~Y^Gd!QqV`YFRnI)H(bn0VQHTB64TYdD~4r$OT z_0Z3yR1q1Z2iu)R%aw%nK<&FcAlaY`Yh@?f(Ij0+(>O26*XtrJ+I#9b(JPO8^0T6O zb&<f7SiZAY2iv%04gD*1P|$an*CbH~J^!ZSPOjGh=hZ?<;FLCGxu4FA?9;{zs>`U& zCT;x5k{ae=Yr}TMha1gHv~hTSoDmwd5L~l+<smmMB<<gn{*|c(E9cqcW+|GG<kibP zK+{Axj|(|?nFi_~x1E1hp^iTHhEw?->gY(^@nA{68kSzwWhb0dgP_E&>$^6oA-+0N zu5pnXqE-sbHC$FjkB>mRt(z*gp7<uSx=aPNbrS;XJyf70IM+jdu8hF0gOq|}%1FMR zvZP3iSVwvsp14Kyi?r+&U5*kc4)I%53lzb(CVA|$wj#2{=@sQY3TWOne$aq$rN*{6 zZ82Q|@%vLWZ7vXw+>8}c9Fap!W9K@zM{;lvi2q)1DTl+JW=AiM%Yt+2Z&~wES^Rsh zZ8fbWi=nK_zynWZpj~;^CuD;RykExZjK7sedyA8uU!gRp&!-MO{_lR+U=mH_q7=C8 zDtGQ1kVLV1p6DZINobuMsP#D}fq3qIyWJ`h_>xCgTv0BL@Vxdlxgz4wFCWTNC%VMu z_2AFIX;B#O-7q^}D2l_?m#1V6Md5Vk<M2VcC}8sWkamLzKBs3dq@58#pZqfChMgkV zVq$ti!i8A>?#T2V6vmH6@4(<vVa#y<i5)sD3~$Rr5voM56unhe3!N20)l#psA(cW% zTD4D3|Edrc+Ztu~M+ss6#o~`3T*=>hIe&be5R{}}Zrg1kgg&o9M->$z>^*mJ-_Bng zyxA|`I`EbQ=g}xvx7!@Nla!?Y$|t<|bhsrdo`V>JJHiTq9Q5vJ=YPM7g9D3i8zq`? zP$HI<%97!r|Ffs!!38!bfs(lThz-&E;!Z|HpR~@s=)RalOpC`pDN$_Lmb~=w+{}jZ zvEZp~%522B<nihWvoWN0k1RuDW7=W$lbaJPc+;W}h(2XOI?MlA^)(iPvbLRbJIaDX zjF{JIM;3V1kF8xGd>NVj>@h6Mf*6mf-Y#AiRvfx}e6E*?uzgpT?YYZ@^1d)1=gUmA zsF>ai-_8WDotuo78xt2Rco$YP36HGe^`4C~u-_t~OpfRiqe%h7!}}R{;B~=c(OL#% z_4QJ&nKF<Q<hFQZijHReqLTFubgWf4(nGsSCpzcSzOh_7j_WLc@hqK=Oq*wuHT&q` z|Gr=u8%)Pr-S8fMJ34}GeUz&diTQDQ%`qW5t_%jIC6MV@H}Og>ZV4TmY+7d=XK3i# zcjNZEHX6cPI3F+FrD0GoYs&H@4FN4{6&6L)a9%NL=eJNAK2Hy6e+ZzV#?5^D4R;#4 z#aUGfVl<SphXd#=8eW7x_n25jgLl&WxugA5#3U;1_HLnqYl&Th)g3C7{+@oOc!`QH zq(`S0j!?0FDUa3N9aJ>7{q><MQ(@8n`FHJa3SKB(v&)>KASbGN`005H;(KqO`f`SX zZzoS~J`_oKv*AsegDVA(bkxeNZ7JX^q$sg8DM$)D9nsB4!EJlF7nO5Fr+kg>&+R8e zP&+_c=_VP`1|LGY(#Y6Qskx{qf{X_1A49^*WX$(^hQAdc!?BIA>B%1we&1iTy?B6d zrcS^+v4w<X$B(}voh4!GuE*DhQ%Jbf5MzAahXl^YZbp<X2@F3`6CZUF+RqtD8H<zP zcKe&omr+4n2<_uaxg&`3o|kK_GXzm}I7mS0pdhw}4(%5X7sTzxrUMoM|JN0M9*dEn zNHb^|?Ot}#$qdCO4|+W&=C%&5b9F1si0ep!gHD7e;lW8Kl(J1>zjuM_V2~*m3m<v% z|H!)Uc&h*Z|Kmu*ID6WA@9n5`PbEU3fwDpxMoXkbN-0_tDMS*Xq%smBBU(x&S!E<t zRzgMmUhls?zsu$O*W>a$m-9N8%eioQU0=7?>zwntS<8cMRNKb+OL?#iqMaJQVhX;< zAtR>^rqFKDkQ@~-#hLd`(Ncvb==KpS&$Ti^TlH40w^PO#>pk{NKhqde5@&}#X&FQO zMn3D)MI(4EEG20x8)0AApH%k~hB#ZY`);a{AvCVP?W4~(L>kZFT+LGhOr%>z9^Gkx z%l)SfbI0`YOmq3xFM;}qzNdESg}pwG<;y+3DW;DsX`PHn!WXOK&G8lmdT1Z#Y8yN2 z;Vi3L*h!f127|jx9_r%J^zr14LAq!Ya1%eaK^NV{$C*X%bWp`rJy>vD2fMS&8;+~! zpeHayEWJY;9SQ|ItPW{IpL$rsnx>74RecMB!nClmegDkNXH67cd)T*dizWi<2F~RC z(m=CdO|`9s2D+az9CVJUL;6SeA-}ci*eV~qp;ts5&mR<tPn4*k(T7FX-l2vK8Ks{6 zFIC|f&C>Tjql)|stGX5uy`pPjkf}GL0>7(U$>!xMXjcC_P#mO!&RdRV*BQh#y>}=1 zfijX#QTv7Lm9bM&;?nt#N_cLuc}>beB?xyv=liRw1nozLoG<4Tu|4RJ`CXnOZfLZO zstGINjC^6%c1s2LsYQ+#lN2zx=vv#AQhCH4X>WOHA&+laPcChLDu>TICiX@hkt2?e z``_9r$f0Xpi$(h*S$zAmYI@IJS!i|iXLj+)BHoTMH;?dTp;93$#Z3k~G@||%XUL#b zK8(G)NE#M$-{Sj6q;NYj`^z$SDa0%|w@xcb3jBYsd@&l4#9@7%YKi-jpk(b>R0au9 z;~JX&Wr)Kl@LRQOq&Nmzq;$$Qi{n6bAOC$Ram;*vmv3k;j$f*VhMPpi@nS(}wzrHJ zymX%DmOSDjINH%AYKV)a^bej+*<3g}^!2sbaPj%@#ZKQ*4xR+oof>W7Aiw*@(pRrJ zc%^3@`sgVK4@b24AIEZ__@ZE4a2N+tKL<^>?B#&#5tDP<k^`fhODUFG99#<&aSfkk zV|weh2MasdP?KA9=zJA15BDe2)7e---H?6#BpVZ&eZs5#*$_x?X%cW{qog_VdDbd6 zP`_x!Fq4gV9qqc^zgYNOcSx=A84L7-2X*99SXh1Pl6Kw^7J{f_WsBWe_$3+iB~FKh z5&^rXhHMs!w<Pyw68#eLl(LCj&qSx+`HtuJnTWr1w|hq-6A9~6HCW+Hgx*OAjM+py zuAji1)?}h`)n_IDe+<w9*S&uFl7XlNzp{dh7;xBTCUGx}flHaNaCc`QgZ{6-#gu`? z{wCgDgfH{O<%jrx(J>hv>{ZlG$1SI}-q2@sj9u8Npq@uZ&gF*+{V{apFALlnwTliX ztDb{%pd+?Te`TyV(LK#m@h<b}xSZv+A^Rnb_<KI+x4T1wHs^8;i|ChIqsNt=9id^3 zNxEZ65Dk{oYn1e@Y1kTc^#h0KmEYU|=VvlBoE%~;N*AT!?v?a}3;Z+;>qd!h9HAom zed-mH9x80!Jn~^SQqlMIVRdc};fc_pCvil-v`y%`ZahiFR>uqli2y466?B#RHc=sP zI`QdaODZg_=SPQY5l%&oYX>S&u`Kdy4Ua@ciNT`@%^3<FI&Asb_L>6Uz7WfcWfXW? zXC~{NrC{q~rMtO~6l|E=?PIA-L6^VB?|BO-=uMK5a;YHWSv9S5;1n5OclT{d@+2cc zc<t@gOUUSnJ-%j;Mut<rsOkPr5*W1&`HuA@w0+ghVq}w0d6RF|P$CJz%d4cno+P2# z#z@7-l7vmO{b_VX63)B5jcJ}oLL9en!@cjKh>zejCAN!Va*(>tw?q`@^^dyCUlfIF znfb=IJ48_%bp7L{wW46%41aKn@a6Vj-H9-BqF?s?Oue*36p5{q`uxKpaCVoO_}nQ1 zyJbgClYWSRQGb8)7_mMYe<bg2od^bHH0r<qf9JsjV@B*o2Fy^NW^ppH-wfd~yIc8) z^&*|{3kt-VeP^<76ERgBPM;AVW=p4`Y)Y>gVivwR=ihCH#S_Booj;jjJb|3MugQ$q zzg?c1Zs%d4r$brqKU2t;9Nuy8h$)0Di?tLMo8qrYaLGui2?p<d6K}CJfu2m|0f%m5 zXd0b1+2d)9W7|3{`6`THF!3xi97eEScCF~aOG8*yk6g@kGQ@8ae*u@@24I>MZ$Z8R zETFOIt%m^?X|BCAD`bF_F6U$ES^8iN#YT|j^|AkDXWiAWdhl|bFI7~lhwj4D6RTtN zFe?;dr?`ahWrVY2-F!Xhd98bXy+RklH`7bk?a_s#t83wD1znIAozyIzr;D(5{WWUU zIxzj|H|;S`2lSs(nad7pBYNl5%Wwg0BqxMy?TgbwlEla3m)Tm-wboRc%+N&kVY|2I zk88pz`Sc>Dr6v+IcV$#lHDTA|qb(Mx0o(q`^&ccPVAradfBcm?Zm;hNI;N(MIrZq% zVaaMZaY;>V+io>{UT@;~Oic|wiSM4DB%IlzOIMD!QN@FV`ww(}so=V%j=|Y2DySOr zoOXV!4F0Pet_b1E>_+<}YK0P-bl)sZbyvdGjNq4cO^Vn&FqON+UJ(k~Gv~IqE8tyG zZJ|b#0uEhM;|pggATcH8;&Xp_bVs*XE3cDB?%6L^OmTT6u1q%+xGM+kwmW+Kge$tK zRbrM)<X~>OUiR!$Ssav^-B21Xix)1vp1X%-;4E$#93v)!Q>J+<H(Zy-%LVnjM=waD z<<ZG~qYBa(t-s=(^;rr%eUACggeSuSD{B7xTv$nIb<gom3DlTrzq)TMfrUrBmJU}* zAY{Sr(y#fF*d>!cSoK>1Had@DM_x(5$?yItlS~QF1ZFI|oh5Lq-s~1#O#&|ueqK=7 zDGt8n?rHTq#gQ4DG0YVd$5jWmj&+h4ES^b)6`6|R7bkf|=Tk1i5@pYAy~Tz8XHl(y z-CQIr+&{HXp9|Lqr$4okxG41Uf4ZxX11E(swVV?ieDH7mm$r%n=Tg?JfjS4bGm=-9 ziE>cRHnve4WaAA}MEv{{HgevtIJ~)t4f&j`o7@aG7Oz|Nvf?!1O(ln3ZNtU}r{wj) zCTuLRG2Fl}#s>XPOiZo-8zJIlm)3qGdgND}@Vy!qS}2ER5=&U<5Q-FIC9z;^I8i1L z&%%*Y7eD+u$ATI;V@vxf7ODnU3@+Qu!km)9JfXELXtq{{hsd*FCpvG${0$Rv!(|tT z3YjQc<Zrw&mI+VB*Q>!cOq3Rt7Z?~Zadh^Wn)hD@nB(NgxN-(oF86uvd7A<11GD7G z7zQ><%#pXbF|ep>0gGZmIP~;>^HX&Oj6R$AIV@m6f6!#A?+YE9_s5o2zof(Jx%0y{ z*>s#3;N|z6q{A`3GW}&J9X2C^%!@ne$S`T#q;5$EL%MNgy&@efc7J4~FdcR4xqjNC zG|-Y{M83SIVPAsw!mZgf9P%d6CfwO$D{40wM#Jv!XD$}_(hxdY`RKYk4P^{_Ez`v` zC|qwEUrhL8|M+&jsUZz{&-_xRrD;&?nRn*tA{s_i%wF1bP*M43_mk<zRD_TM*j)ug z->hyOxSvkN`H2Pm5z$oe9xrM#*iFS^pM>u{wp2K}sNbnvLWPy}`{qb_Du!2DUGd{k zp?J$?m?ua@nPt~q>%SEIJKyoJu9AXju`k$tnSzfgmzpU%DR7M4%sHt}LGexXIW8Xs zs$V`{yW2!Y^RIuYOS8$4*k<)m<SZF4e;hu_cbtsa3m&}QJ!EunkM4fwPR65?>SA|^ z&dIxH*Q6p$#_I4pdM)2c@S2XOD|kgh=^mDZQw|Bsr%p0>mq~amvMFgJF>lTPre<@I zgs(CeuS*>!f&YZ3Gs%zWqUAfv>sFGGe`MM*Or3<xpgXGqm?UidW<j%<5ykcN>kH;O zMX}SVBd_~~C{DJhZ%(=+3NJNbJN}&i`@P8KsLQej@6FItW!vLP%%^#F<7V&75SJ|5 znNB$2R3a7M_SOu4Hw3Kaw3wlPqshlBZDttKuFX#EAfC5SVpzF`c>IoI=+Fr>_)ibS z$*<?(_^hCnZH+1My1qZJxtL<Z)egl6!zNf<;;k1gYy#5_GBUdeN9I0_%=FWY;Y=rQ z+BR(j2Yt>(@nR!1f0E^YZfAs=&VTQfCJf=NXcDj`(h!*kD*sUkSKOxCcMe4xAYSOc z(%Yp5C_5hcskBxfVbynUoXywA&KPE8N~}I)Wu>yqH|k@)-5$MHWPMPL8osN%&_m^( z=sT3{dRQ(WE}O5Z2fsnBMDYS$gxG)d-4Uw`?}355E-zi&Un#G0m#Yh9QwI|LtPa)` z1Wr0=>EL!VZQVe(HaZO!d91vyjniI{$J=<?kP7<yfj?6Vtb&RI8q2h>qO7>FxJ(mo zX;RGFVVV$YO!PnFpow|AQm%%mXkz??h>B>r29C`c6e&4qfVq^J)I6vTuK}}*?w0DP z@712$c1jJOgp0F&^{HZhzfy#BoGL=AkL|o+sEW4<fuxx?Dqv?dTJoP&!6^qFoB2K} z=s0{fxu8uMEq&v^vfY$Hkq!tys;-PX)Y1}mkrM3o7t1upDPf6I^Q%I_n;D*Y&d?7< zd?3xYeV(F-mf<u;ft?}>THb_tlq*1fWKZ^zT?)v468PZrJ9)SsIdiYqULFOH)wa-o z%AxbFK+@1rIc(Kd%AK;8!^!uof%GC-q-;*)>)0oYh08RYcTCA3U~gb)zlbb)mYH#5 zd}OeoZeXcyo;1$(XB_KPlg74I{_R4wQZV>yu(xTo6#h}HFKGRg#G07VJ<mT&LWEIq zLZCzva_eitc3+Xi$|EYa-OD5qH$T_gr$7Rk_h)FgttHU0x+Leob8+-fcWm8YEshUQ z{H=Q*iJ?iyTSVcE7>dvGbJ<ieXlF%>I`?w1VP&|&;xsOLuXtB2_2NQ7Sx?hliwixW zGe*|mI7qTJj|(m4K({}SoD;=C*ODjYUi&#X=WhLd%!%lm1AOks7XSD8vcD_5jX6lS zr8v0jaUh?o{5)TXgA*D}D-`<JNDCp!*S=sQpPp53mB+@ewR-t)FR~F$$<+)9WrL4@ ztII6WFSH8%p$c0zoR06|=M!gR;OfioA(JfltbK6wc>@dbB)6Uu#ViP#*1lCtW}&9s zb-!353+_V;9WsJhXg_FvC(nq5?4J5wiVzD6Ur2lHXk}vkiI8XW9y6g5aw+3L0uu-K z+!r1XWWs{wd&U7w;{U;3ZqpP4t!DyQE5;aT=onzWdBuRsy3s$5*$gb5Sh1}8I0LKR z1U$SJ$bk9A%!8)(4D3=_vN=zYft>QmPA3rtTuJ+n$`c)9@WgnL@;AZ{PQS9mS30tM z<tAnOh+g^3jGFjBN841AL}C%)kDU}YT_^fx+pv@DIXVh_-vw6&(&78_@9Y*kI%HyP z4aYR-2)mWGxKoafN(BRvS}q-)BQmneUua0a`sk@l7Y$Me$xU7LG~6hhoj9IFgKoZb zwbV%(s#k06ZQnt|(=Gf5-*2N~VbQISpyf2g#JoQLhfRb3g5<TwhpA|uo|)&>PQ_!Z z+CsTHDxSR?5O_%VQqrj+927;xM2;t!<wk|}?n;?ApyKI9kGGdqsVMC8sqmyzv1a<K zsp&8UH72naX4@$!E!7q;DWYJ3+rbIh0~FN%O7*I<r6A&`X<_yf3XHE^cq%7Afu-c- zHJ^LQP&=47Tkx8U$eI<e!ivZ+d3QO(?g|-pMjs;M2uI{Li0pJwC8Or&*@d0sM7OXU z6rT2xpfJ`u@7NO(jvKNs*%MupTyc8+yb~mxSnnhJbq@)3X~{TgLBjnA;i&+95;iv7 z-KMaB1ev`8`u~PRQR5#t(oJ;Dq2EQ05rh-I<*!X74ijGNvTUCvy5?<-Si^$tqG<dj zA3W$Pim&_S6Rv2BVoQ0M-a1iHeDW`jHvc68+tEAf+lZc#&^l@@XJv-127V2&H-p{c z-)58EX4vcMef01(GpzHD(>j}MhKi`kHxh|vxSwox{LTe4yi4D5x#*G^gt9$qTq4Xs zI`oTQp^%3=B@t3hJ*E&Z{(Sn9zbT%xc5RW?G)0TPhvB9Q6WshIWMv<1f|}yp%ySAR z$WhIu?aDXC^F8}={>d1_%p9R1SB&uM#ojh45hJYONDsOi8X}TubD%%Z00;8!Ik~wQ zK<P@hP?(qjqI`CGRCMaYD~sFiSFMjzVT)HpoYKcRnU_bhJoG_7UVYO;NFQ%sh?&f9 z(8I+eA3h?HaAZ~pTkQ4lcUtm{s<0k*<);m(_3A?KK>qKjI9+gxw3ocK(nam|wB%bH zU96bwb>%;$gGEg)tlMfjcylFdShPeNrIoo};~v^*bsM@g(yoQfM?CeMHCk};D!cRK zuO_UIuM`?h(1bMq_^${HO+4m`u3kK)fy)&OUv=eZAo?SH?<yM&oL4?6zvHqxs*|c* zH1*Um{MxO3=W{hAa|0S&0@Scnf%>ylL=DINhEGIfszUE_zwrYHRRpM<P8mv4!Q!=w zvRmIOW5cqP-_xs<VJq@cH|muVG#JAA1{O--B?b8VFHnNk>iu2wauo48bH2Zfw<1<d z&HQpFDdKk3OhOsq2YY*)_OB}n*kSZVVTY{(oVIf+u8+y1|Mh)2zMb-Tx?X*30Z$$s ztZ!%QpU7e2zSORK6FJ=f?Jl;bT^78;&kthn$YOCo;P@jQS(q+6Ih|B1gCd7+D@`F8 z#2)D-KZ}+|Ps)I&mYy^ghKW2gt&@UoW_{(&Kq;6tDG1iim%_=8%1!l&l29*BGm3PS z#NpG|Wj$z;IP1ONXu4hkw$=N1B~ucJjaJ`RWF>*<vYQsGj)+4fV|HbmnmFcuEFab( zy5#ex3p1@_Vz~7y<;`4`81hH&=F-=S;k!z$j08&zm3EnXC7TIHws$g)+~;Dx__b{< z)?8Rb>3WR5<G{SuMmx8bgJi3sShH*nUR}2J2tCAsUheYcO=~&moo{kdR*8eX^9x_U zArswl>hX?^6NDGn*19h2VMG7l+=|f;Y@~0|s!gk9<Js@>_<z^f82_7hu<8tP$n8FG zWdY$xxcK$5>tI8R<M*_I#D<^ogJJ)176MAbG~9+*P`s?wr`N>-C(npKuZjiLTWTMU z+-5=N8@Flr3=7|vzdv()579A^%Wf?q`ed?q&+nC77V^JuY&_k|#BwEjD^fKRYAHW1 zdc`r}Y|B^u(whnUq9f+J)-WNY>vHv_1QQFgWa5)Vn7B2tLY(`RfmaP{jcz_>fS;GJ zMn9E-ohKaLemKfNMyjr&n=1plSzX<e<_w%^I54kDm4Ua;lbQSJ49E%XUuZf*#{&N| znCYY=H#?U0>@^*Yd=lZ&C3HLy{Z<rumySWBO}S2)bgbXD>)_90bR=~*+U;?nV=d3= zkCZtb9J)(1*@%ww)0Xr;RXTPyhAw(Scv3zdJRUYnLt>5U0@f!QiWGZ|L_W}v-aaK# z```Un%=j#+Q8XA=?-}|XN&{!nb%WPFG+e#KySCAshR-Ss1~oKk*nYM}Jmn7+D+g9) zS+)K5y%l9?wdYhMDpb7fC%WatlFIELvZ)AcxAr*^L&d9l`Z}LORNS~fbX3}t3a>G@ z>&+HKuS{RqbVG{@OAB=kXBrhtbA05TM5tKHQd{P-i127K)5Nfi0_uQMh}s7V)(3qT zy>p%LCFkGTO-Cp&7rK=vvW0?lhZdPGOA0h4V#YfRDX^8+h;7!T;K9|e%)5#dY*X_0 zwjU+K*T~?!z#B3`FDw<Rd_Z)I=7!^^6UeChQ{lF1FB!X%hNne0lF=`}S2RqLjO56* zx8;A5&_eQ^EGQu%#<!*JbSepNiryGW?Iq#QG*|bNBMD8mbAFd}Nics?bbA+-gvq~d z^S%<^>{c52`LdpvzO}!ziB2)hlPd8#EsFB1(<jxv34ds;0R3hE>lPJP&iv%BJftkP zSo?IChs%xak1ze=Ay4?I|HGd=6q+SBA0Ogj#AxVK-ZvgjbhIw98RX$lK)gjPv9=sq zMIRjC;p5|C_d|=#ux0({jb_C2!}PtK&z&(vdD>)3{*(zE3%wIh1ezc~A+*|=WP<(2 z*g<)b#wgG}tuSk0jO13{bbp!=4kYmDJg_#xDmEqZPqiUJ&+ZjdTVV*bCJ~)Sg9cC+ zHJD3_H$auo7jZ$NQ{0V}f2l4qfRCMXS8TmLOyBIB^++aqMYvC8aF;%;3y#L`G}A{f zZ@Z}Us2<ppZVI&-deD0sdUZNV4;Q4<b^oo`!);!3<P{}7B<${OHXGJO(#j!s!-u+v zs_eU#a#R=Uf#-QK%DULS=6zV%pbk7fsNWtvt%F3~KZCHvI+z@YNZwhbjhV`@h=r!w z*eI1_5ph%tS*nysTRFm+VH3{pSWRRP9bQD2(<F{7xV2iv8hEXfdhdy~1`O*+mu%Y9 zv3V->(}fUq+?N*cNE=qe{m5O#x2@H1yENH<?>$wxiJJGU_Ep7Nw`HHdsHq}bMX+%$ zMFoG~x_@+bR6&ENfnkn-3SvtbHv+CGqfvc+#7`MzY+GIJ_3efdE_!`Y9f1<M;~v`v z%_!pdXu_~~x*~#ZCw)_PCVXkCaj9i1Vxf`8&WlwF_{;K+aayMUMwFmK<WG4#KPf5L z6)6wp(!YnA^yLwz?6m*Hm>l-4QS5FClS9>#U`npM9Q3A*H@)kSh3MBBv2-6<h<Wl! z9GaEE*;>or^dmCRKC^(gI9nQjcU}AZ$6Ffijpnx-?n|MeGh=J%LMhy9-0(*BjwJX> z43CjaB=I5FadxOu0#^lxx`F~EP(<DRYt@iAZVgfRTHlL<lPdJ?g_}6I|J=`JXNY0w zj`QZcJ~8ksvNd<Piow&A{$szA7&^pXTR(ZsMPqEG!t+QjDm0SQS<YOL+c&Uw_;c}8 za___uBQ75HJyH}F=VD!t?CwH-F5dHnULJhQL2ECaWu3!8$j~Y09|=T<bUh0S3*~^j zHQ$NPmGB3d@9tZ2;3n*sJS)Y)=3(!7yQbJsNmRP}-}RQ);VdED+iYADx8nZY!p3m# z;f)6uvvE>umCgvA4K?j8rI%+3Pj)G;7XQS;JQx14hqWx6x|nF-oWp|onmNlmp+t}9 zZYUnJV!>iErDL}$3&!%l_l*m(&<n=-^8-v6+P`jI|B;D1UjlaOKV#x^-hF{5c}#S) zZ*kjrh6()-=0CN=nNUjLn7#95LVS(arkfj>_$j(uRojq>;P|6Q--r|aqAYD;_Je^c z$2H893I>GkMxQWGV_;0W_(yFR13P55H(&K<VA;mZ%!sW--;6x>W?K+lb9CZVq9g-X zjgD`X8=^yS(LhZ7D>|OuYJ9Y>fDWgY923)2I<no)U6#B=N1gp_p>!M_O6Q&Kyg5XN z?0f2iB0oCvXQH1kx2B_7D7t#pDmnx-dE)KTbf|BsZYX2Xv8q$OVc8%J>u#8T9(_&2 zD*v%JiTN~ii3)nVT>kGqUuo|b9i@SJRDcxYK*O$gE!x{x(2(&lLxiqKgJb0Em;jfC z1xIeQy<I?qBIRLm+z=IR-=x?6*DK-tKbC*KLxou*ZQjLmgcHRsc{{?X$W^8EuLz`~ zbm_Y(aiU+!U!5)!v?tatrtO~?Q*kL{ebEsv6{L9+t1Q1!5aN;_)Arx_Fd+~58#gFm zyg%b-MR*dtJB>|qqk!$9GWOYm0+)O3n_>w+B2sRzT}^b%^GCT-z0G9MNzzu8HDtV? z@ltGK$uL~<y!nq08L2;_qAIM&5WTUyg-0gi=Ssmc4&jGU@Aq>rI!SnW?B?~ryCf6| zy7#%Kk$}A&-GYQ89931yElUzI<XtN)rAhdEVY{Bt4^iyo9(x^MMD)t#tb}buw`?pK zzh`ou=om@&Ps<}k5xf1k3(ZdyLYukAA6kjx&jMrJ5rhAG9;_{>&O~mEa3j~1@6sp_ zhibIgf(y;?DQ^7=D@`*r2mbI+USNi_3!3Tm^Uct5rF^%hpcyh~Gt1qGIe*32^)fj# z7=7ry&~0djXK%lJ(LKvU+d|`$*2P4(<WC5Zg-o%aKtUtM%LEUZs?N$36KLr-G@W{H zjMLIt-5Yd`QJqk@Xv23S6z2YVlxt-~^p>{2jj$0&D*SGBF@|_{vdwOXks*9@3}#9n z8GxB~aDVnm19ZfBuk$uEz>k!(RhfSXN0{cnq8<{x!d9ri9Hfs&y9QzoS?Oc#_OHXQ zf9s*GM5KXJt_RtMhfbQ2dU*SzL-5QRJ#2!Mb)bwMszz?!yVS3X%v6i{IgPpq^eLH_ zK)7NZ>UQOrt}e2_l(4%6bRjo)#(!0c4&)5K)JZdRP*>BV=Mt%nUsr#xnE**Zw!h%l zhR@{+SDjN@5KfTV>8hxOo84(|b80p5)lZ=`DM}OFm$ND@7HDE~(XC*!iyF|kO(5TL z)WESZu^xO;hqQ_G0;-=nbeuArGa2fTPpXP6C{sf@-#*<}`f7+XDewE>tcqv(9ahHe zDmariZ~m1PDtMPLqW<xhGGxh{zimFOjI|GBZ#~Ob!nQQqa!HC3Mx<^nU;021uDW)H zu5yY{+xhL|-VOzvJDBvP`ji5M{w8Et2q~biHF=I1ArI3velbeM@+kY1c4cdo94H5e z9OaM7;o01+)JKkT;5UlW7nqWT^sxxB5kFb{S#sOxx{556#VzfRRmdRZ;?!)Xx(pV7 z>iXAGDGi6*cl(~5mIj|^XRf-TG=>%#J2wtU!De)|*G>&72wJd9C(<Rc!q2$e%0dzj zyM<(9vm|gjR>AuI5(z9ms>#QZlt7Qv5sxY%3B;MM3bz^+hyTdRRBn(szFa625iu4= z$twOXZ2@s;u<q*JC4AwY+_u=jUJOnrTYX=eiV?>%8UBeQT)ffxb<Ot{7XtN_51LPM zvGSbp)+siZ=n~6E=KX{h!)4!7t2nq`89GM2#)0p{zxC%LILP+9bW_TUgRf-{B?&7y zSe~4w*T&?)^4=9KPr{KOp1;M~o7hPH+mvywj*a{@UY1h<8>jX?G-!%r!=in~b>IDL z*nRX{ad-89*HL!g7nEYdM}4zW<Rl9rTa8AN%2>#W|9w#?k%e3QjD^*aEZn?&=i~Mr zgd<C2CM7no;5yQ+mv6+vw*`%#&uFl~o@<H^kYnNZgv4a|7!!}@&xRN`GI94~*50@j zCazm)rdDoaV$-L3!&B>-kX_k!X2}vJtZeUo3>Rd=De6UnI^l?;&xIp3jSM_o0b}=E z!jFVuzRoBHF43L0Zuerqp!Ds_(WMM9tV*}lXc2wlWbrYK%fPjU@L&Ue1|owVZ2$6= zjzY!0h)*8~4-SYF+^(bJf@y*ImfM6EMd>4QNp$?Kh#GB;pkp4FopXFE9gE`nA3NC7 z@m1oa%`a^_mJAd=*-CVYc$L)3qB<IW#?(s6UZTNjVOL#i7!A=+fBw$hPQz4K&(Qu& zG;pu3s8=?jVTLc>`?EOFE4sIRYe+Q0ZDLP8Ma7sTRnPw$6(b2fFAP6Wkrz?(;%^ld zvEuA=c^On(C+#Y>KSuP*L^_rR6TKqjL0jNKMM=p`<GNK;h%tA4&tF2t<xh_Jd*rC- z^5{QpN2kJk2W^p_02RN6bdK|NP~dib*x=d&3M4sYXO$u-pvY>hdF@PrTApoL7U9R` z6K9@YHl^UtEJKnfO2I2e^J%f)WE4M$Q0@CnMx`M~xUQaz?Llo%H>8oV&7wxxESikj z{@}AZ$H|z=WPcwbT=`d}KUZi$#`xgu;eD!P^j0^ey0gi+a5|f=!AHE_(*|eOC<)80 z@;+WAIz=?Z#xsQI6r(TmFR=+<RJuup7mZ1X^<DI5DbXiM2h?)L`$SQf?(O^P1>uO7 zLuW{yC_Z#cZ(JBEii66XBXgdj&}?7fcEd~*pDZlSxk`#+u>4>0bFu&VQl^?bStLw& z5ioRpK*S8f=8lf1Xl6M3<&{qXomj{DJb5c-hC*HOJ^$T*#qgtfb4v~nOLxsoe@@^* z%{TnCUmOo_m^#bfMe*=`+r_F~5j+Hw)_-4cm<N~TSEWDr@o=WbFL}NP4=bll|FpW8 zVtn(M-jy9D*f&p(_uqYq1LUYX`&Juc!@O<!w|5v}P<-ZB+@K-$Y<KL~6=#Ub5A>21 zVutt{sqove*#PgoR@QC5XaFl5>OAjmfY#)MTU}%WEM1p-E22*yC+mctK919epOn_) z0x^9^ZLGN0{ZS9By%irFlk`wfckG?uUOjjixwVb1(!-Qm$Gsnabg_l%eRfH<E^dac zRk|6di+LOM&+lEM3%8BkbAN<&aaa4!rol@(xOelzqdX}cytx{d;GLxnf6WJCE5fz0 zM9(j<@RJq-pXh%KPtt;WUQ_awty<VylB4@+KocwCMndzPH4$UV*SB#*10wbH#ha2f zAQ}Gi_0pvpxc~5@#2vZ@a>m2%7L}`GW?j&YZyVIn7<k5vHBTMB&)nB{rKn*SbN9EW zo7AvybGQz=RKXPfv6y3}3WbIj_x&4G@T2qkw562_Qb^`|FHR~$aNnfY^FU?9Xv8eD zCc4G9M=j@)gc8Uqc?#RVC_*e^=$u!iBFr{GWWSjrVo&pZF3MNHXO}UzG93kY=)^~8 zo|i}T`2$0jmde9Oq^&+ZT@Ff{;->nVW#K#^l2_*?iv<B`k)PJeB2ej}zxiz${Gxdd zr1nVTaiikHyW!HPTGO#|>4X%XEO%Ghen|@NjC@}kh!d`uiRvl^O2XsX)bxW~2`J9r z-Vl%?fz2|KhbopzV8w|yKS~88pdwGtN?R-e18K*{m*z=;T_0pLw_P0TnvOIoRg2-d z!|;`;tzszqQ}jGAn+u;Ch5LV<;UeDQtc^?p7neKJF3(=zf?oGSh2zA<h0OYcl3Tb4 z=k(;+t8g)!L5nID<YJAq<cp1WIau62mcvTpK=tlgP3OHFycOP&G_{!n`>xsaJtiE~ zw`gn>l;+?hf4*+^A`a$dX-!VF5nU4OG3@ey4Ux^Y>8tOuQERcnv!3w8;JZ|L;!!rn z4~~`A+OTo`@BS_ebv8H=B~L!l*eGec(0Nag4T{+8DfeL(Gz|(@8-8J7_I!in$CoUG zx_$|~TtfKq{xZ$>CJV>!8uPcEU?FiTG%6>Ug#zlD3s!C{++cl9?=)xO&cbqT%LEg( z22~9fgfA{)jdm5;OyYPu;PdMLe($C5c*9g66GyqLCCXiyNUBx5?O@JC`FPbGwgwXg zp83TU6eebFjfgKEV4z7jDxsl{0S@Wd8|&)~Ton6t=)dbNewNR4pX_JgzK=${^F{^= zz3%kB)n?%Ptm*0JQVdA4bI99f>EI|nyuj=sT)FP_HI(R<`FUaoBrnntf0DiI(LOpV zzEKMfY@tIu!)4<dJ38Jvti7kQl#a`zT^55%baYglUhs%XN6g8f@qPSs<k&~fc}>tz zes!Di;(i+Lrao|)enZ1+3%gCXi)pCZkf5|9nTDgIi+kix&|ue~+4IhahPX8^MD`Qi z@>cN01t!rgjrXTSn?-0SeyEdkahwW$RrXDrH&h6E9$Y3=N=5qooBFSAP?7&YQS(s} z6?VUWu`*(*Xw^S&7eVyPh-v8wm)*p6-wcmQI8otM8<yJx!XLc;R;5R5H`Oe0U7iZI zH+$=878U26oIZ#Cpy0ixa@$l9;Y<AFmLt&=q*eb?Z8sx2#p<>`_$V0VYUQ^#k@0{g zKDLAK#iM6P4UuH%(NrI>L&#_fYe^s5Ooo}v4yhDF!lCjHN#Zjk)JTbVe<gZFRf+L8 zyoiJm=ehTbB1l-TE|Y)9kpzj{ikur3B*gbUm);~vLf{DBh55flA<MUFyyBfGS~sVM zAH64v_R?1l8;D+MbDp%C*&&L#f$qc4ZACF(sbu~!RZ&Qt-E$+1aK%@ZZ|idY|GDzD zZq53RM?9oE745eu<)KJIcb6G4eKg*hwU+RZ<oDY3Lp~3qyJT9%(|CB1bxET!g@<Fy z*T?cM@KDJmt)ay7K+>J554=V^kHHz<b%}=@jbBS1+wrhj**&V4aO8ArJv%_j6w_TE zGup8xs2*Rx+O5YJ5}gH(`<;xD{5ieg!#rbrAFHq)EH;9g{jDfz0V7Zkn0{7`H-yNM z`SKnrhWP0^F>Q0-0PXX;{wn$yAlm59hj-QnIN1Ny&HlSSPPl6u85QcI`kQ6Uvu*m= z#nC!=*FhiB=Npzts1qGy@Av*Szdn4-ghm`{^$>HlP0uS`4-WT=dedx(o;eXa)HA1x zT+=cgrB}L`3i#M#b3_*hEnH@N8M+7ybn{Ct(!uo7CP6!Y9XKE6gXCXrgw)^HioT%@ zgYa7wO>WxgI9|eO5!ME~FDrfH2`#iN<EFasX~9fXZEDh26RIcpuZB`IA+({iej-f+ zUvRK-p^XO219bB(XVvjXy4Y;ZS#<=f^jNo=sKfSauTjA}HB?=b@?WN>hJleIcizOR z!tq2)z$cC>j;cOc$GW2em-z7IS^+B1jJ=zyM|6u=WS_K6q%tO3*R(#EQ^Jp30xfxK zl@OX@c)0eFBCIxNJ*yQ`1h=fU_4s84$mxDq{Enmmk$aiGZ*Ry$D~gvP%#z3C?evq+ zO6BlKChEZ4MLB%Ey4&xkg&b~5UJ*RjA&W1mR#8S_vIx7^syE4##gC~Um!vvm5dXum z=Gj&mTn`Ny_%=(pVyl=V_e%=71F8NJwo<tG>P{~uLlSbDk(PqnC1LVTobRcuB$TY* zS-cpQfb|RJ;Fn_(7(IGM+E+sY;eX<OD1Q-${g{&G{z`GEog19d+$WBUo-+*IA#t<` z=+duq#c|)LGg#=47y_KU;*O+=A<lQ=nY5i4B7dxqCy9t*SL$}(qxoET-}qu4wvP)P zl{I?;^|;u5=<EJ-l^m4qPH<?6BRa(9%Cu7u2Q}@QRW~gOH~x~x+>AJgxNx;^RDy%F z<~x+Vf7qxRtFBb&XCtmRsp;4gHadM*D#>QEabhO=$M{t?K59t^Wu0V$v_)svia<7m zT;HtZ`VfvRni5k}V&m>hhp(?h*|?xyCKB?S1vB+q;<~+r8&NxHB{eM6Z;yOFeVzsN zgNpl8Ls-b?D;{{dl<1Z{G93yu777&{l%M=!!o09MYhw!&e4*(fVs%Vh&2B>f119ob zFtvHnOl%%2HdYL0;-rV3Ht7Hpy^mV|9kga5EXXxQT$|{ZuS$K*Voap2%hY$DWME~G ziqy<U1{@e!l{c#x*tkz1*&~O6q(?2e>Q@*<hssM81u<~g{+!bRZw4-`w*O$bj&SD( zU;R%*241g{{XM2ebk5QM{VWm#GcRU~$=!6M)yL)3HqbG5{Nk&l_vkoyUvj%qG99lK zjE;yz)8Y4tQT3E?X0>$GrlnSNyj$`+|ECTe+m4dltJri{Ny|s<|3^cAkb{;~7Y#36 zXU5Abh%R}x_I^@64WGMDKGu$*!B4o>c5n|33)Biy?`$TzCWfy=N1KMoYwI?q%uqq? zc^_rlL3D?+LHztDR2+9bF4&k$1z)DWP|SHMe)7xMcpjy~M|)<<{SXx%+gojQc2SYj zm8+-VNo-HQ?(@TnidXTKGcAj$*uR(-x|d5uz{kI47DT_KX}u_<yrtlRip916&VLm? zU+bbDLV>pQ0^55;x1^tW+;dTrg1uddHFM)+kh$w=)$hpAxrbApIb<l+^LyGP5S}cb z3*Zor<Xd?xdgD&`ab~2az>190_#<U!^od?ka!uMHNrtrftM4vkGOFppFGxhEq{Q!( zd-#fkTScEo9+r~e;-lzrK8J*><a?eg&Xe$omPB=k`0saOIC6hnNeET^9D37~gyU`c zi({1uZ$_)t{plp)eOOUNzKDW%xO!b>nJA3;DD!v5isFK%)T>!nQ8>;&A8q6KKUb<e zm%dtll!pcBn|W%)yhZjD?jw35h;Q~}{Sh8Mit23qcbW$sx2jd#XdW`GRt8BBYwu>6 zmtW5EAbjBAs21VO==x`NV=s8%=eo;?$Mc}6u`lxXCsX+A<>=CkO>z9*$B$)oCQ$gd z@6aI`69mUpzV`oO3{=*zGdzru={IWKTxf)CIVKxD#f%Vq*}iAzb3?p;v_2z$n;}@D z<AsK^2IxZHIg<<nxc|`Po?35!YdX@E^Z5<H3cfJD_MScz`vl%lcj;rt-kqClg!R$- zw?FH|2R%G%jj##L(8H?R?yp(v^`LllV}}M=4}T)2(w=_Tg_i7u?eZF3D84k<bNhxa zemfj`K7L9U>xQni|Ft33e|o|>R9#fPo1`|~(gA(iyGwM94qgS8oj><U8{#2r45D4M zG57t5*qa$GylYs(t|-%jq|F`nEpIIZ(MKg}r!`S4HQy!bz9!~<6lkEX*2G8s+03Kw zG>~Xm!8)@|14E44jBp_hT;eXsjk=-^p{|{66skI$V`R3zKd*+=h3j0b#MR(@@0Jzk zzA8MfGbw|%s_?%1{PCxEDsUGX?TZRmfnlnlRH&c|_V_)#o#n0!o_W!)z;PwS&3u1g z9jk=Q3yqtsT$SJ{;TL>ip%TW(yR+wgRD{J#`=x8vDxx+vE3odR0+yHjD`zfOfWzO! zExU*1k+_LLdc0L0eh=5mjJ=e@)bX5<eXHfL^oEzFz_cv>496Ju#K<C*w<%z|nJk*` z$poCQlR=PKW`%U946Glo`%yS4jgKW1J^3jq{D=rr%j=TD_u|5Yo`+Hpm<)8Zxi5($ z)qGZ8d?Zo6Pf^aXSpvqC#EBFB64;Oy1IHiYP!ia@;!cA&bXCN*`5qNV_Z#JF!usNn z7VP7h%oE3^OpC1s^<r?3dnI7mC<e)hyjBrwF;tANyt?KS7rky@t~Azg(e%0qa+|qG z-7~|`mg7QjV!>G09}Y5%4gV!P;UMHfaKz;>qFc0jLe;i&;J@eu`TTMYRF(;o{t&J# zu>27Gg2KW1oqIP2629y-j?3@<$cBB2$)Uq#Y=pGFsaMQlBSkeR>&aO*ghM^n%X+gR z$Dv<-xS9?BLB~&1Y&OJiFWq4KodpZO(BeG8kqi4wdbZ}WkUDQVq$rXFd+W02%1$hx z;pBnCYAjsM%(EThXCcVb(9E-g2@x-rmC_3)w6-j-YAIww>4VIXx;spKZv7OnFOi8q z2aZq;k2A3$`1zllEliwfbldE(k_pL0$@T;COcY676AI>I!i@B3y+9WOIpOu$c{L3D zUUi|zJd**9r{@+n6J4^-L@YRB2Lr1YHUx0iFc3G_Rra070LeaZZ6ue0Y=iMEfiXH> zJ%2fL_X8cXf0oyseoTjG&x#CzcsdSUTzT-=4m$K+tPNi2NJr`Yi(dT(bgUihc09|W z<ABrJm#b%K$bMWIHrGo-?TaldzI>!%$*Q?WnKi`Y*3xJ87Z5JYIgyY`!-L4c6Z8K2 z{jftdiyr&YaA2Oo%e!7Qcrc<B!tH6O?l4MU3mPhC%*ACiXt=$9t=&%v8noB;U(TE* z`eC-^?BVZJ*qn2?YWS9lO`Fdj9V#N6`PcIJZaNji|C;9_W2ks&wfe!v!&EG;C-$ye zsF;_^?D}R)#l(SEDYp%&klVSVF;bcekp*Ye7cU|_5p!4n*+Rj?;Xt?8JPL;8wiif8 zP;hXsvtZ)}3f_Hcs7zQwLF#T!`cZ8PayiZ>#$*bXPkOZq4v_IY&n>_D6&Y^Lvp-VH z$i)7Rq>@@hhGwlrsp)AlPJI1R$k<IrZ%5to4rel6mdMoyD3bBhdL-DIa794(N-F&~ z2_Zh2?xXD_*wsa^Idq4FBRZi6{L)Bx+Bzy|bDD(n=Y;en4v=v6+w{P*H6)a2S~~fP zlVBAavQ_q{DAbAEoNE=uO3OPHFDgZ087Hgnn=A@Vt?UHfi=v2R@oBG#5QY3z0h6Qh zqOjlQ^J6WaD6DK890Z82uyu--h#=;IIN0{v@*uymTV>9kheX$wbMrS5-SK4cN1Y8k zJn{c#Xt9<DB~$k|ipzOeYU<esa~`((&NE6g<ssyW#)H4a_U7wOfUnXN_c;@_sq&^+ zq5r@({(=dd+rG^|GiZ!EE3d!Wyw?~*%pJ$?*BF8PeS5~HXd`62v3o2xX$XI->P-DS zLmY01DAjZ^#0HV+xE~Bdd>URR>6Bvtd*>?ujO7OK=Uc<O@lhXZVphc&pVr4t?~GBi zb^0*9d}&$ZKRx)DFBQ+bs|QyPAH4@V^dMGRbBLj&hYf@C)lG+VG3V~NM5#m<eb;+} z1@`DdW^{hgWjkHeb8cU`qe?i_Y?s~qP6zfcxYrM+>0obRYgEOwHtyvm)-~j5!|~Cd zM9bycu#ndZyY^BGizN&kPX=irWKiRP;36%oRrfx3xIh!+VujiI9h!I`Uz=M+)x@F2 zhE~&uHLyi`F8(@Q1EL?!r6fkH<AsU!g&j`nFw)p--!`p=;x?1B-^<jX9O~PT&1x82 z8rq!wR}~WW0iBiQs&N0%o;cvE3eDL%5rK9U9MBwW*b%3KPJx51(La>&Zr<X6nbXSH z^s#j?Kv@|R562JLS1G}f&%-c#qY?%tAIS#`DxsuZ#9ey7B4omDw^BwGa4-6-6*X1? zE6zv!sn$`z<L-33r6KaL>%pGEe{v||n-ci%`btorlOBsJhi2>WSL}FM{Ovy0dyw!% z^1xe9>p>YLUCr@II4gsCQ|)A#*V5=4?u+P`l}5bJo7<96QuuJUG|78N5;fmiHb+KD zLNnp=U<6GPo{STZ|2>w#0jlhf+(rpRBrQ`trZ0i3#cb~zXT?!%=s4>TDvptYOE=4< z#qsQXK&BF(I8=4pOM;Tb5D~O{g|(9y{AR;E8qLJus}WB5BP52coBZnJnPNC{(&ORM zbS`3!U+_vfL^yLsx9ZwbE+pEipF}%3@N~#xJvqa{^@i+{J;59}yjYvnzMcb%hmX8W zH93g1OL?KJ%7HgcGPspV_`<lkK%k3_S0z_M%U`hJ9Qvb<eS?kR)y(%hL)n=3fqhWa zlMUv;fMPV*C=xWMN-452+S1t3N@k;dF3WgPI}45MApP7b79`%zIIE?zAjK44+;xhD zqaEe@BlfT`MBC)$zKw-qyN0b3mMoOj?iG*KX5sLahhO(8vk-fI%a)0GEabMkdH&Zg z?=q|Rgme*}=x_h1*uccG-)b`Dx0r~xRGe>riiu*SpHj^`ndlpsqe>ePz0weEkRZgw zeT8dX_(}NjE!(fWfdTE8-_yeHGZ4`AcNsmNfj?%v{yd^nu2BZH%e5KU|4#pq2bqCA z)1gjdBXr~)N=dr(f{v!M;nkb+>9F8j{L*)tjuXP6ar=Des3?6gD88DG)AMe0HxnIF z<<Xp$E>6d>F8B7ue`vV&)W1b(jD~|3)fX}cXt=dmrl#v14HG+J=Z+TB5VJ6J*}4oG zq)w>U^oP?RQBW6kdJ7HPu38=5U`fO2?6t#-v}kDF#$lC_Xc!v%sZu3OL&D~BE7AmL z_?ECRKk*OI8=qW-JbS2k{IGg8S_nVpqFha16MnpPwD@wD3bzeX4n@gSSVpL5`W&HR zP&p)eNdOh~Lsv&doT)gnPNcqTB^9LC9o>5*sQ8i*wcK=+g3R6Pd;YznpvXAr+=lZM zm_9$?+2&3`X_CJ|_DTx&NU!>3%BG<4X#LNHGlV0ig{uT6$v79~Q#$aO43`J-EWL|l zSl`*Pz{Ze_Tq#pNDwXJ!mqFaYITHSgHI-EMlW;oL)aK#~5~9Us61UwW;le-HAYL*F zV@)TWe;g!1*m$LD-X;=`RYj?o$dVxGd|Jqi=#Q@3)mHagMB%kQk`Y!Uigi~4cRCVY zgtGQ;VT6bxZO^_YE-|Ods{==UML~I|cIFGwB|&u|u5I?BIQZb7`ZZ%ww4{d5*vyEa zD&?yCWU~ma%}tB>^on4!i$lvLZywB)zcXHLBYI@#cGdwO9`+S=+=wF_5pL@0sUc>P z!qeB+xA0&i6S+&npNH*LUY`Q4@L(sM>K?d<=$S)d&lXOYLb<`=s-2}N?1n})M?RQ< znrN5Fa4~_~Z}KpUV}jrAgU+TmjM1s~>3F=aF@oNDEj!X_gsGXs-AUVxP;j_2`1~hB z?6A~2;va8_?DywX8W$TP-$3Mb%L@Z!xN{tS>@YylWX@l;IeiqnoSV~ps1LeY{DAlc zeGErc&yOTr`NMak@(fEKQ%bwXM62~ccFD^Mj?jaR)LD72O?r6SbYk;)4L$I$(m5se zMHlaCW`!RW>0<rG&n?cUbrD?g?)-LdUHtHToLpn13-K|DoS8-)^avbQ3GmTDv}?n= zq6%%~4v=oTYG@Ph<HU_q1zHeK{MG0rr-jmKNw)c2qEA{DCI{JSLebLw@R8pd@ZGrc zm3h7fzW&_PP_j`2d|C&!8j96%`Kv+q)y3)v>$%@hI-rLBJ*~eaV$@J1mZ-Q*SPd!q zIxS%jRN=4jL2xP2CtC}I6=-~_SQSsH94S&kN5P%(0B02}lNYSK#;*dmwtMM5FO`wy zvtsvVBW1kUT7GG=QV9jG$73{i60W?hQPWwZ1ZhVv(~xjQ{8>^r@`q0mr15Vyg|`&I zVB5L$>MLN$<4qn}6Y{X&8AJ&O%45&P4p#gdIYdmoj+;`I!-FsFI}*EP@ulmpnNzwf z7A^W_d}xU*YM86+>p8O6JNQFEHCP4}3cj};JESpoXu%$dG--^)wl3LuP#VTd-IOOZ zq!C=b;}EG<3ga#v7wxV|;oXwnB{Wwlyg0b8r7Tqvp9<Dj7+Fce{O3{WtM??3j>)&S z#o{m=8j+my6Ni=mO>>EVVi?lO+<oM#7=C;Vx%@Un3`>$JG>D6#WzOD({DzCj8~OYG zyH0QUq0R2tUM^0hBn`e^&4upSZ%Nk)SEgNmd^|ADLCnmj_|{h(Ncm?czBos?a$t3> z+g=V_x^yMJZs1_Q=;C|+CLFXCD$f6ZWZh{rRqx~f{}M&cJeucuo;jvoyd}w)IZ;Xy zlCgo1k`R?LBuSzoX_O)=MWqxKl_^R|BS}c;x4ZFQpSAwqTi4oWJ1oaq=dquzv#;x) zD-|+=lfhFQ&;$DozIAgj@0ZrIuv!jW+rQNroa2Dc_T;^cL=KYO$H`&=9Nf8nj&Hp_ z2OIxuqOhbn$fC`&OPXZk${G316CG^GJn;2=@{o<TXYBP3XV?(Fv~k(XR5n^IS_BVo zW#d3-^(|d*Hulx1=9K8OVR(CQVW=D%YE?#E?SEMC2y{{SH(wuU^!eARG8U!|edF6* z$b$F4h79>c7P7dC4Le*|a4p*NK3Rb1mHHQz5}%3g7_ew}s$$~Pm#-rNxlHu<e@wAk z!^HT-$ud4$CUQP~Ivg*{#HF*dRM7=YC^@yxUhX5DD4#W2L3ByHNAX3wS_bB&ABi}; zi-GXwJo(~n3}mk;tldd;N_hFQKr>ec#)2|Mrz{wdiOI0PAkRQ`a?;u;3ImJNstf%E z7-;=GZ;|*29Y-`YKL6>X!z=Ys#`*hn%-)|KxOkTif#Y%&0Tpy8=F*><=F-vP-L5>F zM90@f4F|iU=$N<sg>AMs9e>J#r$g-MP!ju;t)Wdv^rP9Qza{C|@>kC1#54`xYF$#b zUeJ)4cE<M;(J95hG%4BnG%VjE;}n=objw}iRMTi0o}Oh}iw4j@YK|)Cup|29wS?Ju zeHu=C2tN!Ep<(f$kG3zJ20j6SF4q|<T<1nSrk_yZksY8AT0n(C#2R|XN-9pQ6v#Ma zO2zFiD-T-{DlU>dU)s^AXr+lpNzYLrw(pih711etq?NCXb14|2?f5FOmx9;!zLQfC z6s#3goQ^c1;P!HlCS4H<V$Lp5Qx&9Oe9-gO(?K%gSp(wLPsqgk&?0Iq(I<fszmF>K zBl?8yQ~K7QjEgf`iTOrkjLX{&v8PFJbrqxEZ6o1H=Ip6swInP`KfWcPn1p@v!|u4` zk|6%<dTGxp5)P($#-wPG@MVWq-}DDz{Gs0+d)6k5+LhLfwr9dvYPI@fQn4@?*N@c& zW(mX4Xi0qw(HAGb*dOq9<AMKZ|FM(BJY)rI+rx<Ep?c!WJ%=nFyscLbYwhRZ+wAwa z71=y2vRT~8+Qq}v+t#&9iLX2AVZY$B645d5uV0_+Gl8fh|4q853EU1w#&(PwW9Z(s z^7^&Lc+mZanf1j8ckeA1iVQV^*T^-=q&J3`TCBtNOf|%t7mm@ApAG))Z#%6LWPr+< zUvZT`_3_m0uKU<UeYCwO3Q&#KNBEXtg%Brw7`a^f_I!apTJ<LFKE2dKyt9a!*$F*d zogVvrK}ioHZ)0Ztnsl*sL6t%G4qbEw{s?%;)`iFU()2TZI#{8-$5gUh2M4bP-yI6k z!Oc59F?BjR=sMY%n<1=&P-RouzuDSIsrWK=YQ8oMUl(be&C`P7zV#pI)>_E2r0+EA z)5Ll`-=e9Vn%Kjix3ooC6JBoltwldIaL0F`WNWSlf-;Vl1X^ei*Aazk_08%K=oq=n za#6=dj<~;<ggVrW$W$ewQ$9%qKB|~g#rAs*+Onmp*l4NsUz@8cI`)^JJSsqRON8=C zx${J)TpYHHjZ?uN3w26{nF_3~+lPG!SBA;Ex7sU&m9co9oQ%_bB?v9tAf0kr36WNB zl9hsqUP<@8*D#_8-HHkC2ip{3F|^U=pqwJYH^)_5?Nq?V&g#8Nlk%WG*&4NZuROZE z+Z+CR%Y(B(VR7q6IVid+KN8z22Zzwp1~0_qpkLq9d3a0~`xZXPGdd!RooAj0=3B_3 z<7eEeC6h9El4{YZ6+(Dpvf1Wpr!*EVj#M}hAdNd^t-5>aq+nBWrTc-L6lmuvjRT4$ zaW?(wmf1HFphn~mTP~77Szd8tbdWfF2L!+8{Sm{X9Z4LaO=76C`n#56AchHJ?_FmG zMA2`u>}gVwD69@n+O@}u60g(N(w$18FsVBIgrD$auj>6l`%@yA>DpzQ7A1ldwgyX1 zS_GZmVv(MsTvT^<*6ym~q9*hB+T(k;SY3PX$ddJ3l&P3MJ!s8^TCe6!I~^`~A(5Fs z#JRA_IPv%~gA2i;#rF9NxRB3yTQlCnf%4k((Yx+&upwfP>WWJoY_}3fY&}FgzF%xO zfpEp(i=;tNEC-jr)9zfe;~@Lmp?YyS4(`!2h5M)+Fx6Hjt^dJ>tl5?zl|eSP#&0|M z={Xx$Z@#lHxy?prZ1`HA3O1NWy@cCS*q{qo$eXWbBmFPU@PR2CVd+=DgUiP6fd~Bk zGb}KU<$3&D@A!Lc62+j6g~-}V8WpEmc=>xSVCg=hQ>1<V6E|exoNE4<=65F8`VoO8 zcbVwzUEiQz%EW6S71uM{nOJ1Ct;XDk2_vDAcYPNB_8pG65Wr+2TgaU^{gdd9-3qcp zpBWHwX<r@D%z)QTw@*gZ41A0I=p%KUfdie|rv~>i@N234#hdXAq|6OgtoCIfG5JL$ z&6<I20qgQ^623giT6e>LAp>c$x?cwgPp0?D45ii)4mfwd7SAVoB#XT8XDS^Yk6QB| z#?Z0Yc6I-*Rdi%^Y+R+jgbtenUZD%s=}2YuCzp}vC^PqDB@uok92GKL@qva;mqeyW z2My<^*!4X(Xh^EGOM7vdhF=c%H<q2CA?v$Nc6=7$#KfQ9zKJwk+$OYRG2sa+&uI2J z(NOOlw&9i)4R0Qu+f;2rgUA<s>1;I`*2u($d9!HXuQV015}={)dz`o9G!;iOWDYQ2 zQZcTrl%0K+ibug)vsUe)Vx!@@jwT1<{IM;}BsnU!%}LGPe@g*%nbeCT_b71L8Ms)5 zaD_FRQav6=L3s4%nd43r>`^{r@2Ek+Z%>i=^<T*NYGuoDy-vowksC)>TqWb<%6&!> z*@PnwiV{^sr_9j1OIE6pAu_bhQcjGFZy%aEo{aq4pQ}OV*fSC;4O{<fe@jB1k6*%N z;yA=>)GUqg<%inB(H#{eG>PrVp(Kz%A6=Xz6iEWP^Ck6`H3`zUgQN}Th%Wgg-M^Ma zobPQsXT6Yko^Qu5>94|w3Hm7N=)@y_AO5ukt~|Jwx!zA9#<}Q;h-Mcab{8-5jX%l5 zsJ+|?N1|gkZchB2L3GUqO)LKMgh!bwtKGHDc+hAPWW*4zNSr&<znsH^*O}}Og1=3` zNFzPHU1EabeHmSUn~dS=9hPRPZj8C%QqgTzM)+|^UV!%45F3A|pOy|XL^xaT*7ffO zh~U)*-ia|lx1hy+BTWMc>ZS1*gZkK4c#mw9sSmN$A*Yf=_3{0?2jAT{dN`roRu)#H zhg46QYHElcq9ogoY*i*Y=1c#N;`6%rE#aXP6se1blbt@n2D%_cid@T>(SghrT~)7Y z9efr(Zo4c|2XdQp%LbivP}leJ2ZyYK+ZF@8tu@;4Hw`L0sHu%->J_=}PqYxA&`&d3 ztA$tI!dmK$n&9urJU<nviHE$jMOA#7I45}dM_YjgY)qz2Gd5}9u1<j6Lb?XhoJ%-L zch#{XJKja_q&n&vCH9WWs-x>d4ZYxm8hRFLn(@TdU{$?Y{APtJ@j7<YJ^iWz`Bl45 zy7{YMqixQJ$fPn(*L_~0wpSUeQk%l{|5HYxlGFj-pc1Sz!~Wa3Ly5R<h<biaUJ0$& ztkwy<RD|Otwm@l)BAA{j2Bx8k(8y_7aqg=E%<n34XOa{!Jw9<>c|;y}*AHEZE|f<| z#TkyausoI|?YQGiIAXbtVb!l8hkFsU<N04?QAAd#Y>bdac;{PgAXyesQNA+N^MoUA zg8nUzGKgQP(w1T+gJCD{OG?Aic=n^6+#4c|tNW|+7eA9i4%O~bpr8~Ey(0DeSSE?P z?W=3Ntt6mE8{2d0tvGCQByZJS5{Ku@+<U^J;t+6YpJ~q*L&4eDP74b$lx6>S>dr?| z%o}WyWbYQmv3<U0=4?bU8?#gWw3aB&x!Gy%`$qK1&IESjZ4o5B8nu{m6@g9sDz0mg z2>4tMB=I?jphO_BVed2-d+ItjcC>NPe7%A@c9aWQja`RxlesVo&@PkPNSx0|l+3c? z!hYts+pHuP!-6`)|JKWo``rAkp2UT+%3>L#Zya1L?b}yyj{{wHzB9LsgVefxavGt; zv7i3IY6lLQ{Cjprm~wD<?pBYT4hQ|>G1ZM^4xAoc30yzIhNARl2lWqZSU&FC_Uthm zeH#}~BvrF9KC9O>evl3AQF3K|3>*5gP5jn`CyZd}lg^TCoXD`eL=s{nK8~mHY?6iS zIG>?YpIO-N+V&x?pM{f*k+G3F7WRq!U6Gi_0_97O*1!LMO^#0O&vs?u#r2CTEX-Lr zd%E}Opd<^NBNf{04@}&WrVaGBF`=-gw=J)ZiIJlkVlqdWpw`lUos49{#p<4(nj;hP zU*G&WAi+e#`s1P2d`v7*E=Xz{WZ+VaTW3WJ1BcdloCvtcz>UeP67o3=L>x%I^D>En z0qKzS8~qumC~CiBXwSgA^6!sZl?i`XI^Q<%Gq4rc8$>_RLCYZ>{qmBIN|wm(TB2KQ z%&L!6-lD^JaqsPIm2@Z^5G(tSaHs0U!M|eZbd=k=MJ-79H=lp^Vv!FWwu~b_?x3Tq zz33N3f#{mj*D<&Lty{Te&Zu~b@a0+bvMob2{1-{0X+5E#Ip}rHN5Y#)g^_Q^a%njD zwf9Ou5)G!(XY5QuXb8{VSR(FE1NZF8rk{>9<oITIRqD~uQSsAbzbp-HJ13|9TS&M= z36#`&M}-)5Se5&n=oF20H?vEr*gD#q;GRsy*u0sGzdfmt390%LE=Bast)aWp^QhRx zl9_$kMZq(_`QO@~QIN4I-T3Hb3YKjVQI$xhz|gi~$q^e0WXO{C|A|rX{<q>@+8h~r zLG0aEddPTLA7oPcfDE~|j)tg8GIpsB81@E}aroy~^_`Yvbhp>EtkWaI&y^jumPSU3 zORH=z;maP`50^?>NU%)~P)WQ-!kP#F-B@2l!a%>)S@9ht#7<tKejxfq?oclEwF?QO zUX%0YEdTHQE0L)^$#LmCJSZxwcHYUuzJwE(!?*FUWWiYmb1Ts=%IUdA%X#>CA<S*F z1rNQ;G<CEHPj<NZ9DhO_JLw&W<>?XbNQn4ksPV97;^J796c69ePh<%T@G$R)`rrCH zCNPiKqx0phF;=PePdINe#=iRIBNNF+c(9Xg_(a|amUVV#e_u3&*iyQ2=VC+LR}ejS z@q_`|FK&LYPt*V_wJv2j+}4Mb`W_q00(~s~)@JFfqL08!g}jb;dU(EAIIHBW9yYQp zZg1JE2bsyPxubqWuW0QPTqmms;m;eJg}&)RpUwNY|CBBqPFqjEkI}_i>92z7a=K_F z)la_qqJtBsp4b%(>EP#sJT;{n9ek<%G~Y2_2OI7)QtT{s@ccUe2hIm=h@W53H(sg@ zIn|zVJ9}*$GJoBk*`S4%_0r+W=2{S6=Bm*;qKVyF&y`4rG?5(DnmlQ&iJTM1y-G_o z(CV}QCTp1nmc=i*E7YNmBARFMEd_OG)lgp>T~fo@`yK47i`8(#GWoD`yDHLLHBHT; zRUy76;_#rPDpdH2ueo)p;K5nvnDPTE7|_a&q%Ku~_hbJxzHgMFRVaiwH)XW#?%}!f zE2F>0iXxn^gcRqMWFIvpT=|(9|N4?5n!@AdDpeIB?AK86;IRTW&?rxjY*#>v&bO`J zf(qDqyi+svkUadhoxXIIEsy^)6{~tj<*-iV{o3DAa!8AAZ*<|4!!;4DpOWRW5L|bf z-ziWQ(uS^<9{REvxbbAD`nC+*Qo1)RF_nQza^c*rHfcP+n!Kiai8SJ?X5X($lEP}) zqCiPLDa4!4KICLeLSTKJ_%1$4EDttb_aRIIq8l~t9PpDsprlB8?2tGL&#W3Ly(W&6 zvd1&Ot`x_y`pxW!CNX5sn9IBh6azc*ZSmdDqVUU=x>r*ritf8ou4Un(@Z@~IBIzUw zvxOgc(ZeF}++KA-uUiE1L(y3VMItzO?034(S`lp13cGg1OayxZ+-H`2;$p{%M%~3l zTyS#RbR)NMu_WTXf4d78S5o&&TWD}`tR(N^8^W1}wvTdKr#VoqE7qCU#{rMV+`Z>E z2M#_@iU)Ey$lSrSc8lO(Wuwg5$BrB%o+`84V#GnGNx86&A_t^TE8Mz?ZlReSwFw(z z<CR4D?7w|j3?I8F-)>?fu%M-L-FY_NuC#4B7E3r2b|8(<k&QJ=*ElFM*ii6HoU8cG z!uF+s<bV4Tt7-17zj~I1_(UTquS^yW_Il;i1+Z{o*@a*JOIdh2qm-s?%)%v^dgsUD zEc{9KN6;T8KF6Os!5m~F_I>`N=dDZxFMC(N<1!O7TIbaT4l*$&lMquL&BU??&#l~6 zF(G{N{oZe8Oz?+zJUk)8gs-)3hVud@?k{*@#{ZUq&KQXo2kRNAQ=C6wRmQ*v7bAl| z84Q$0<X;=wMRbncsaFR#GElkfk<~^|1{Nt=%Kg!2;G^dHz!EM4mQE!Ky9j6Eo^F(i z_)ABfi-*cYC*jJk^{3C((h)k?@M~8E9Spv;&piw1SoAnU*Z2U@D;?^xEt}{#eN{%Y z$eoT-40by5=*aMLS;JMNLv7u7-(3MZ;;-{hM-J1Vk+9Z~_lyRcE7Q4uYiQ7(K2T9b zbWCx=i$j6CXfP^uvoVjLA@j_C8Di^b_(aK)|LaPFVEL(nrxrAX8h)**(Wc?W==ISA zNg9qj#uwNTzT7)^E8A_93MXB;Mq$F2Fv>EC>eEyRSFPJzlugAsamQz}0aWx}TN>PF zLq+gLlT9O*ghvCK*0n0c<AUK2wZBr}v&0~t|1|~2=AV50zJ-EchnWf6@+pYtGki$e zNP#CUT>7961yPzWbbUD#h|8ojdy^>8@=^S(KTgJuFWbi|Z;~;x^Ov=E0U7*WgObc> zGTM&$$z1!lKG?-?SrJ6noL@6|S!;rXFuUMj$*&}&uAl{eeMN${bIH5z+yB>*|NppI zS7M=uxG4@9y}8VM$ivPJT|Se$d3e(iU62yRgI}A{bS2RzRPSSA?an+1wOn5Jj&P<j zd}Zj~Wjtt`8+}VBeDO$`-2LW19`2m1_;tX9hvNQ+qUtg{{F$FzbAZl6^hEC=?YAay z_OiZCiZj99>%GTH290s;=qTk(tTA*(-aP2@GlJ3bXL~Ns8bYEkos;2c2)kb2viU;> zxYA7uPg-Sw2Od6~6{huZo?Eioez!heypWU#GuFqu7m*J&2la4n*64|3y&lRY{Z0n$ z*2Ad}U+**j)5C2KC)2GQJ=okiXTIm7E)?UWsjLiLoRR(&5K8!R*_4^xv|1NFnL9U2 z&eMfvQ_p2|=-|e@e6B^B4(72QkXt-;;PSb;u~uCND;6Eyd|XHe{_A3;-FvmM?%M-O za)LI_7`vmAtBw2yMGKu=Ef`)1wg{-x#4^ffi(CawY}B$_RaC5j-pTRdo*zV~JZ`fd z+^r6_lmuU+r#hmdsfylw>Tvt+=#+g;4S|c|PM@$<!(EfB=8-Hlr0gtMJ6)%WUT)S6 zofK7Q?HhLAE2D~5UEiN4AF5!~LM+8}i3-9qjkejoQ%16!zIEzhWyF#ON2)d}gEdLE zmTpjj{p{Gawa!WiBIUekNmRtb=-r#v$|yo2|M%)G-3rKSx}N*qTLEEYrgh#t1>`cj zSC#LPM?->5O&{dJcf&=th45wTM0L@SmmD^YkH0u0B8RFj$%c?pS?p1Ke*4iTS@14f zo)%S=#dKuxLWv$3)TF3>S$bFokH$+n_PNSHanHQ%1@mQKJh5T=V3jn!-8r{!v79tW z9@?#BqGu=>#~iJ6C2>$z(<C`p0_;w?S0Db0BTL(4aUS6ce`$E;0vT~EonSRCpA^F@ z;}ZUtC&ln<;jb%Sw8ijW;q@fuj3}h8)l@D>6~*&My39BwQG6AzGJe=70_ToT&Hp?( zHD9nlbh8LzKl{l1Ti;l~^rx_?q6nm&b!Gmor%(U1L?-t(7YehJM{exrV&eXAvTp<z z>wdf*n)cyBH>9s(ml+qX+o<c`vbZn}71|X##erMN_eVxwI8bu9?OgkqgN@FocCbqc zSNbQ`W$ogCPd+Us3mlwE+aj*5#6e-Obb1Xx2VEv&De41k$eo}pzt_yhzT%R}{WWZC zQnp$vn$L#L@3OEviEQ*fvvtjlV&iFf)jNG3HtJHfr%&pzp;aIeF0_b^?uCEc3qG;n ztX3sp`IH6O+DFw{MJ#lSY#5PEVBv3roN50?7V`7t?w5MAK=+v3Z)-|;({pV26qSXb zYl9&xelhX(N!h@n?tdLJtiI_y6FvdTn?I*8adB*I=JpLtnD+==3|Yg((|jwV)$UB3 zP(Ehep~Zv|yGG-oBopleVqE7b2BZe6D<y{*NO)`D(Ds;t-Tfr7O&9*H--0580tPM= zsh{~wIFq+wbzegy19NRX*PQ>|Z!dCg=C2L|45RdCrE~_0<GK3FM(DV~(i$3nLB~L- zb$0GmI{uue*sm_4!#DeW+v_cKX!0hE_N=7C(Ktui)`E_A_D3uDW$8c*Ir<BSj=A!; z^9D$CxSbvQd1iu!*^ByKD>`XtaZg=dS4zXwt2w^i88oa>ZhT@NL&NP&3wP)ez2b3J z_1>HZ4F&2_)?GF<1f43{bzYZ-(`NSUZK5<}pQ#k{rP44Vbd$84kA}ycvEBAWw}eXV z3m9pjq9Ad}io>~7oZxMwsDx4x@o6US*Gek7+)iG5V@<`qsf5Ru6{s+YHZ;s)QBmE* zP7j!)AjU7-)c7+6LBoYiRyPF;QtH09G*Dod@WA8xX$lHw*A*FUBYGyMwPf6hg0Y*! z4e2rzR7vYK^Jd8SnY(HFPd^!&zp3q4u8|Rtr|hzJKN&|{20#A^Aw!t&VRMTU8SlH? z&lV6pBhmX!agzucX?4EUQsX3iD7kA>(?Il0`1P@nLJ}IK9bQ|+lhE;1dcz_Q62{X- zw_W;=gb?}phOd9~aQRHcSI21{c1NB1^=pcUC&Nmd+YLNySXj7JwTOo=!3(;|5_x$0 zlkB-Xl845Og@dQPc(5C|Y5Lib2hwjh`(DDG&wt+Qb=vSSr5zeCW66VtZS370I>h%$ zyyZ?II_CXP+n9j~6W9$$ySPT0z|qjmtXtd!84cVkwhG2zn4MQ=BpKm*bVkcb2_x(| zv~WXEi6JywmKO!J7{K`Ea<xXHW6V#koHzPMAF@2H{`;r&p|NA?wWpgt^uno^DyaI1 zdb&-v|Ct_Cvop?oI;971T_HQxdOesHH%=|n(u26}n%qpn7gdS#j)FzHa5ax`@e9{Q z)i!dUznLzy7RDAXTc8U|>r(-w=Q_BanehGI4ju5D^Z&MX(LuTaxvihAgOFA0gHldt z!z-*$o@AsAse?u~vc+0BF_$)VZiN;i?SkjmGqkYzdX}DahbB7W-e2n6r-?81Ve}|z zO}wo!SeDbKfj{EptfK)M;3!9XIn1b|cZcE3e_Pb?ReAKn`_F2Sb5)UWJF5nt3*Ane zLex<9MtfkiPZjPy)|MX}R3ViiOEVBt#a&HtLGMZxIF&0*?J!k=QF-Xa+H1=AIG}W| z+fNzRsq58UA1c9Bp!>;;8{tbrRgv>&Ma)`MuFAQrh$}@JA7%Iyu|+&LXxl>tSlWv3 zt&mc{9qvN<k*o5Me=Kz3x`#Xheu(Mv&&lETj>yfE+vKpyNT&GjxGXxnOWWTQo|JM^ zzkW25#d13ztBFrCxO=hUPVZJ3l+8X5<t>mwiq-j4kyL32{d643pOZpqg`7@j5iyGO zORVjagua*ig5mv=csEm+f6i7CJ9C0|-0qb?+AmqVZ`&lG7%Q}cbVM8mLKEHUU&NsA z;^rH2M+`Ez4zFj&h#_+RqZ5~9#jxGq@cWtfqWG}+#9NX3qF}tBw3{9lg-G0gK07vu zLhQ3my_uLOW(==1CSMi-bNeGR<6;r?zxi0aK3oKRfec2ho(L8@+K0||axocDJ8N@} z=$FGJ;o3AVj*J>i$pvxo=)MFyA6z(6<l~ugT(sA|ZEhuVvAwn?&S8uLbxzinS)yMW z<lcXJ+|Gf<Honl*JA@}YHEs(Y=OA{z@c6TX9Ozis`zQx-Fts$oBgc$`=5(1Y=0wMc zANt^5!^gqe{qdUr)(MM!Uc2J!Q#Q_hb~zq%iH*fmLl(VhZ1A-%&9e4oL-<YLbe#zs zE|sC#f(zM58BP_6=w%^v>3zXPw^%Uh@$*T_VZrhnL&PzIg&{+FoY)Q)?Bw%mX2Myx zsJ`gxbsrX9usU2!3|a7%`+1{Bgas3UL%Qkni0%n|JUaD~iI^nGrn<XK)SkL(8+eup zch>89!uy%neLS@6MkLWS%%t8+>xlk&A7Z}UndqIO<uUK&m_+x^9N6)ffkT<k*LAcK zV}sL4uhR@f^=$S2x1P)4p9`Kf5v~l^pF8gE!oZREncZ?`3>Yk?e|)FFK;N;&lV_L= zH1FNt<1|Xg*bB|YjMsEDm-_g<ZKlKU<av=SqF*!;%3BOG=@@MGFZsKTj!Qak#%`^p zqxSAe`7)wketk088)`|%soSq_I_c8!MNM?0CebndGW>7fE}}!rLOHYeI}P{Cw;r`@ zrQ!VkjioZTX~;Ek4jL|}L12(FaX+6p&snIpKbeN1BHgcEM9=J+ZC$UmhK5@o{i2mt z(r~e%V%~4i;3d>`uUvtK%96#=``Ls$-k(OQW~lge-!@47DHZw`v&sg~QZe7FsysNF zinhos1JY6|w0ZOUn~83T2+{efFiZhuNbXzBH3}qd=^O4Tq@YXk!fReU1x*RJXPT`k z2z2XLNt7ZyF%zOn5uGyfM=8JTHW^OuSN(}9B*Rzg>0$XjWQ23B1X3c&cp8$I{9zRt zqO1oqL+)hc`0*Jufeh26HLI!!UuL<}c7+OLI7abatQ91~;Cik6?=BLKKh$|zb((}c z6QzS^WB=DNT3hQhQsqt2-hL*bnHU)+GSylmJk&1xmYQ~s=$B6u7VD1kaJTx;$eL^( zat!)gF7M)@Id^gJtt~v1$=$l1>du1zPe8E0rJ%p?GAkbJ3#W@tne(vJ<FLs-9uEua z#3O|Dc`%V$Do`NH!`1eV7q`Yt(E2Gr`SDc~Y+%reuKAdtF8P8?eUULDvR38Ud@+K~ zmiu<<>x|(4WyiSmbwltC7ez3o4Iz0X^r)??0e0Tcw(M=u#|HNT*4g9w5Ek9z{oPO> zE>3(WTITf7eWWl#^Ozo3<t69mEzyIZ{BqlVx*o1yCpUk6r3(Z7L-vh_b-}O;4m)VC zi+TB^W|F8bM0Yi9SolN-i?<I{{ms`wl~cpo)qXnoO3AG~s;YxYuXKf^K5g8*Y&CD) zDs5aFd*-jCt_|+QXivgtEy!Q$n$t|z!bBIn^pvg^I-5q1Cw6LL{mn~HmS}1sG$yWM zazF#ejkCTh25R6+a=O~<cj`F5z<0m#W_3hbZCgFQNFCjLA%=&Jt6_41nSF}48e($% z9DN8!^nIG#ZI7y=bB(~JEL~O1zBw&P8&$!SXF*Zsc@-poxH13rQWZG7ol~#4tBj(h zg?cdulo6R3>-5G(8P$=aA6C9o!l^rq{m&hgaC4Qw+QAo!*j)6@K4XU>M*FOrGG`R9 zGfPyjCrbf0!}s1iCQghO$3;i8<xyr-YY}TJj~*fQr@@VK@TcSjuQitgZ;4l3@Te^O z%pAvt>Sb~BfsMQE3Rx^N47<CoMFv%O7bOP!%i!}8_18Uv(wN&SrL$T=8efc=t$X%K zAuBiQO5u<sgez01vObcaml$4eSSpG3t=reCR7)V?L)ZRyn<c=v^U5Wfpadc}e2`yx zMjXM#sY}gO#WC~MY`y$tF^n|^w%7TJ0rLxIq%Fh{(8d2sbWRj@FOwchJP^gX6`Ain z@<cJd^W?mNC8BWBo89oIRRphI8};_2i{M&LzMk=V5m2T0zaBFeLD0|bFWQAg&~|al z<s~1vcz!2tDDDOqMa6d>WhZelYj=`q63hkb=Q_=Q>lhDqS4@83aPd*9-}am!7Y0*B zH<aFU;7}_cxwW2y#a9iklTUJ>Tv{J{I+X)?K{HhWKMp>v&<d!w<-jggU(HjK1F2M6 z??O=yvS#nS__tnu64&VC;b}I0LSUn44;z*7E9~m;uwiqs;_Q*@Y|KC5DfcdwjnwGz zyO(#cu`S&1n3g9S&vrZKuM}sa#OKPTu{jp9mq~daddGs^bY=V0O~Qv+srI&uES#pC zzY%nRh4B2LWeXx%*c;X?mSD$%e(ByV3c4%^X~upZmuA7q&BJs1ZzcrlJ3|GDe%V@m zbKvS7CS-&pp4b*M@k#Z}v6nlUSf$~q6|$O%#_Cv+WlNdJHYn8nslvp~lZ(E;l4fG3 zW<tdk8WTGf75Z6yV<5TnWyov77xm~+`JI&vd}*G%@Pp`<@@&tQ^<fNj^UI$Ma%Dh( zR$Z^Ngy@yYXIk?#8F+4795o=#z^5M_8QW**2uhj|qjl2Z`8{FD!&`Lh-8K7oMGhTp zlje)`)97%{TW#@eGaaONzT){#bcpPaq1fru;WO6Utgb?wXF9#0h|%%$lB#hhKOH$2 zSEQU6p<xIAv7lWaXvEK5$LIZmhVf(nX~@;nV0mXm^<x<gC$0O%^HXVHMc<3_4yWPH zp4N~#dm6~5Icsld(hyg$FnS;1$Zns(p-2i14fWX`IdfF>P%n>JyrklfiQOa7hg7Uy z7haecPX(!9LG>?tDo#GNb&O#UU9)}FX2Wp`+B|uJYDBNxw0WM?d7FY;P4!coaw+(@ zZs3?b;mV<e*bi-X6zFMw{dLuxg2b{K?=ThxJ{}7^z4$5U^%u1@n;@h1SB@_KYclw2 zBuX<Y$S}+}+vrSmi<9h<<Dy&0NSNc@Xm=n(`pgmMi)v(49d`2iw+`jI*;8fuM7OjZ zP22ylk%Wug#sa&GNvNO%F09M>pDRCR7Q0?eFojVUzwr-GQ|un29!RnvM!R?q$N8qn zELSY>Y~$gFom*679uHos+eDVR@Nnw!o8_C-d5E&LpZ{<F;eh6XFMe7)G`O!EbKvq& zv~Edg<tGz#edoxYDKx>`+jEZ6UyWheFfu}QF~<DmmA60g8{@W)WO?&mBPi;<dp+4} zh@0FgH{T#b{8rv=zi-9>`(#%|nD`pt-9p~qy`S}w>cYLVw@e>u<$jkp2I?d7{>b@* zlX~#0Kg_58L=VZAzOBkE(L<V>bCk<QJ*@llK;BJS4`<(M)^T6!f@GF=zd2DCzTdr@ zR<6>8Jj3U&tD!FX?$0+b{;C5?_H^clS{-bD@_clEhz{OFT#aY(bg*WLYU1r*+OY3j zy4&fHHYVt`KKehjaCp(euAMnrm~3_GQX?EO*M`6CpeDi(?tQ$`K@)DhR|A~8HDDFp zt#j{~21KRo%uai1V4!VX^e9OK8W+e6%1d=PK5G|E3REY$GUvl>jyejLZB5y5L=AQO zBBI9?)bO=zXZHHvsxZ<p?dYvhh5ZcqT}z}Yq&MESS)ro}-{{kazGtZ5w!oX(Rcb1j zuo*Y~M085gk;a+@RArbvKhSE>p@fz1E=S$=RYFeV$AY7yiqJ~z>NkC?i2E*1%NEBe zf?w`HkmdqK^yFGcF_IMUw;<<@yEWm;)%$k4hUD>L>dYR$9HLtunoo9X$fM8L+*7tg z4g!}7PkhglL#?Ur73U6F>~1%o=MyT66K<E8Vn1c@yW{99vvL_cQ{N(C9xH>U=g&#a z3NpCUDstdMk~BO-2f}YZmqP!LeQk!c6w2bP_$zlwqBnTj;fA9mtS72xABIVw=E973 zn1lolJntUMxh9TRi4Sy6LL7T<){RMg6T|O5l__mYF|02r947r1#nP55+^B9*Xpokx zs$_~n>D#tnE`FkjzaP@~cd;n`>!6(a+#-UOxdrdcPm197OkC5rs|egOUIfWXi(p;2 zL$=-!7w=<Yl1uJ#5q8tbX)uS2H?n=f{A;)fkvb?BMtG8FK{_BN%LPeiN%Q4JT-aQi z-A{eTLAKp{&a<Z+$X%%$H>~8K-PE=G%w7&kRfhIT5M82oGcW9c0|#+RS%+3?aftV~ zt(Dz04um`$b7Lpiu(%pZ3K(HS-k-R_ZeZgcmoGx?1RIh5_p;um6VABLyJE4LjjPK) z{P?_-jj9c4@@^7r+%`KWQ~#3%*WWQOSHB`UV}on@_v<VeZ{obZP|gCSF5&8$EEd*J z>Tj{wLpTyGp?QBT3xREq_irIQiK}^Zz{H3Jhqj|h#|2sN*&g%A;3E?gTbzYowlXn) z^Y}fV3MMke$=@5}m<S4E)UEMl;<CxMKT?DvQCoIari(C%>%-W;@r#()H>BDgGLMPq z4+@@IpBeDc90?tK&Vc#MNJnlR1J_>r3A>+Spe|?O(!qEJR!%5i32<k?_858ey&3}# zPDWRF|Dhv)ci|?H4|Lp&ek@dfpN<pHV{QbTrlYu<kEVEl4s+J7vYuEvUJis!6#LV0 zE&S71#0ok}R;2gJYtf;Y=JD)~FdawFYm4Vh(D0q)bAR1i8uVW^*I9SakQsc)XJI1^ zN6l8x3}2?9^oHn$N2h3z=;YaCX3?<sPu{PHB%(9oX7k*lXwZD%*C^ycLzUdKhAwLw zs#&Iv|K?R154v>u6MkHt{gz?RM}rI5Cvp2U6+=d@vmb9#@%o4Q^XyzIc3UOSImc3Q zxcN`K_9iM)t{&K^5<o?JX;ab|2xoX@&f6(e>}Z>-F(6#=Vy(&?e@1u_AKX%Vl>)i- zYjksqDHxm+_H|FDKz-o(oXiFa3@rs7d~>3J9rV!i87LSQT-6XQLc#VouV>i9WZZVC zo^Ea+x}=nP?8a3x9`7v*vnTpRB7?Mr9ZH5p&>w>?!WEg}K<yJmuc(R&T}&4vqu3zx znBEi#`?Ov^749ZM{v!2o|JDCH-!em9TdUu1igf4C2luv_;`6z6bpIQs2)1P|H{WH7 z2k*|PJfGs>bzGah*<Buv991|bRK&wq1HGyRQ9Q_L__w}x;9<-0JpW)(9{gJZLi4Yg zU^$s<abmj(hTbWt_ez`K=i>L>!cNBMR2$X~yI=&tNB@<H*czd%Iq;jtkRjmJ)F%;T zi1>=mb#8M8;Hx!V6`o)K+CZ4aH+2KJ6$*tdyQ&Y%k&w{&q59A=ojgHS(Z^uHA=c$~ zJv1M&udLs%2VwE#vTR#DEVwbR>cwAOOdOZq`L{tAQ&|gwpQPwQ=|Q5#4^>^H#eaLd zV@d~|r0z8R8#-XFJ<aLgt%GGrCuBRlbzrc^!M2j7gI|Yq4)CAXMuJXLf#`qQFyH-4 zI<Hp?qYppLwZ&=Sn&;x0U|TJmNLyU^aj_Q8+?q-4IIan`HQS?vc$&C=>SOA|(;Cn- zKfL?s4h@ikPyV6EY2dlHf%(r~b@&-hHF+LY$E}mxa*zMiF;B~7Msh$6+Bf><7Z<6a zS7GJx>&w+(NYT(D%~wM`|BQrYyebTOlxs_kRZ*N*WwfDC1xJr$eM+@aL8!)(FKyk* zXxnxs^U+#m811?9+geN+vCld*{d<%UHgaaHh^K^RtrrG{eTwiaXzQ6crHJN@|9xR} zE1;pMlkvz&0SvD8zV5H`nD4OR+qZOi)V9S0xp~S%bzYmqpD;O`*&u$0tSASC<L<e8 zYGv{JU<F6{fGk=fh27PJWTCay``Pgt8N5|ith?bN1Mj~I+t&V(hS8cuG2@ofn3rY! zTjq=u4!ONNu=cqm=F$EAubWFk+}*LsvPJ@)EBuq3DH6DP&%Lv$S{#xJ#j~-KVi<80 zoF3mOhVZDyW96b^5Z8D~;jb6P>MO3LeOpB#sQZXFG*1-H)pBb08bnZH<MsR1KB7Zx z`j?seiNN&bjs>mDL;y9b2r(%UXn1w#1&(py!X94m@i`Z(o5RXhUE;#jR?qfIDi^vw z-eT^NT-e<R8ftVTyg0O1eAtVNC(QY~4K=u!?5~knLX0W~)%SuXIXHhkarEEkjZ0dS zA8xzFLBrv}A(_)0q<elkzc-nK?E<HTEyFoj+xhCllrIN|Z5M{r*m1C&-MjW9i-Vts zw=NC($wq#HwkNBPji&L6V|jIiA9sr)AMa)3=tGAiEO$0k-@jjFEXu}YLtVr$9~;GL zE~`&`XJJ92|Mi{yEc7=lG!wYPf@w{)gZE(;_FX!<Ltr}#Mn~;vdt6uu5f&1pYqQWR zznzo5h=tu7FPh7KV#3*7K<*3CA)7DSCucS=p(GG?1E-nT{;;f&oI~_T#&YYF5GIB> z4gr3COju=~FZgJ}1npHwN+^SgJ#D8hDbFzQPIY2lZ5IPszj?E5?F<CpVbJ!~Gq7x% zU6L{3hwq)WKZo`*5Vrs8(wZ0s^tUXC4e@1QCil4z+k$}|7u4UsQexoNyKvI#SvqD4 zKb3rWMMvi9DfJ6YbaXw@Y)Go0W8<YSrzHqae#<fgTchY$wR}V7h4pkKYNotC;z@_& z=-(HsY>4O2v{-5B(2=C_K>9g@j<9sv&)q+1u<MFe3w%$*=lCb1^KaAO5IfP|O?a}4 z_SZc-mxk<Zdv<T!MT2)y*>?GjG<0}wxH&*{h$-zTc|Xx1`<WK>U@;mFekr0GE~G)e zO+`;=h>EmE(z!d0RCJi%`A}R%#peZE(l#BTB4%9Abn#{?5^sd9EH$U1o;zsZFGWS& z_4t!wGZbjAzodWp2?bKiTin(2Dd4gH=(Pn>5TB6$d$$b*2~w77`Vtguwp~8<<1ZPr zhsohpePnEHtyr@1IvEF#U;1l)nv6})7TbMKB%|!8TS0+48J(v*a}5X=F3-1AonA!7 z-AxB({{A6h!BL;8FP}(Y91lHt=pG60EqzyCZ6+ZyMM6HXgoIDQU18D*B$%8st{z)U z!sVSm{07}gh<{)^aL$A{KJK@AIg5ns(+*cQE&87?B9*y}o@b`8ecN--r^6IQm81aQ zm!`-j3#Z>JF~w-xg&<oWQ=Bi)ST7`D3MY$wgM!a^2vJ>;>%NPJ5yb~tZ@qXhdVFV8 zki)~SfKPLd6(-nKnK+QJ(gdwWQRSLqCSV_F)OEOT4Bu;;cC8yR0#sk--gh!WjMh6P zR*NAHom*dCw#g9QdogcOy8#-e)n3P~Hh_R;+XC%*21vN(vgztYeMs%D+j4h}KJE_$ zq<-zwLz#b#)7f-Ad>0ry*`uO|6AB&^%G0{|db+XVW~(j&q@7>pRqCS6#$x`8ZMu+= zExbQX^ogpg&fE;YF24ULm>j&L1H+UJ>o11sKvrvg!m{N$nEpF1cafokD!b7V_nX>y zU#@l~af>ztkA%c6lGDcVVMo2M1zMQP+fdUUrG=c6l@k(AG_hCzutMfiO>Fu2MAP|$ z2G$kdm3?$T13x4mt}^A<fa97?)m^RXh#%Pe+|EiJdE;d%uRg1x$9sP9j$LZdZw!la z{7!f={AHW+8N!c1cZ+rzRopu`t9qeK1q0io?Bl#t;PR*M?HUyo6tk@#2DU0g;`sV^ zQiLP%l(Cx{UzEUZwhuBos098(kJHcel<+s~)Ss(Eidge*?n+jIBAh;^Jz?<?$KSTt zy}zJ<Q~Sz?`-2p)_-fLb!TAap(Q}wSNH|iHyTP3?B8S_$AI}-a%3+OPAhTCT4%bDl zU%S^wIHIQZ-=AHw;ESJYNz|8xL!OYT?hP3<TE~meTFPK#Oo#HWL>dE8Ha{s_rO}-h zDw%Li3e`*LHDbC_2zfmmc>RMU+D-gZAt#B61Cnndc1vL4RNA=}LK4t07>(&p6vtb0 zp)<!##le~XT%NCA44y4nU9o$`Fz%Rk_R(rF@L%q=>Qoj(Aa$z@-;^jAo96M?oEJsq zf4!;StwiyzeB<uTLn0W-YILgFDT4dH>j&lhMIgBT@4|2$5!{Hd`gCHJ3wiqr)6#of zOvK)b{+!1}V0m-Ozx7)pPmU@Cn{ZL7e9K3VaO8Nv{nC>HT%1<3;p~{@AkeCO@#Gs0 z+#Oo(Cf(t{dfY!juABqczxzw>WO2~b&Aj&9or7(!=l6v3I9OCj(|tnWV4tK3f6Npc zZifnmrQZ@x@PbYcw6iffE%e`kdNz)bVm#xj*+@BW`dO!#4Xa?ZcBQfrTl~^{dng-n zdZQr%4r~}Wv`EG(u)+Rfe(n8yHbnEb+)Nu{;rG3S!GHJJQwCa>1|MSK@C(5MU7;*Q z3T~nM*|P9wqxq$mk}L#Yyelm}%*4IMk4;rAOcd4TzS(ez3ChfeFW<A6IA$l_o3(}T zWjIrdx`GMI8{?AW7EJi`1t{FsB)p;QuSgYTVw;q)fg0foO*DSr@J9w@{zR>-Yh@rv z?R@B#YYe<iIKSz0`oH@m4QKalVqpH7xCwO!2IPjL{~I-6K(yRTbvK29j<@^H>QB<K ztM=W?Z(W2ZAxm7Yw-8QnxBBMYphN9O->~~BI<^b@xz0<WqjuAQ4<$i#R9-H>mAI0Q z8!0YKo*5k~W~XD`h|{6qnI(|V_ivu1DQ??$qBnNQxH%J@LO$Rc_pyeCG`m;7ju+DK z-r3trF`5Qr^M{J`e~xJ8J<c$s;YM5XMRh6-A{RF%G`^+c$;jNY=^s?Qm|gAj`vVnA zG}4&#Y%1L96j=3vRHSzsub*a8akt?2-A#lay{k)h2?$bAW|Ax(`|opH)}-(28!7Pa z9()kmK*4`M{RY0KQBcM)eOc&FfpJW#e!2?<ThqoE!eSJ}Y^ag>E<izC(2L_wM#xCD zdj9N48yS1Aof!Ljl#JH14wvpkkg=?5&D2rCiL{i3XXl+IL8Veg=zSgukE;@L4hNH9 zlNQtyU{AuV)?o)POA-v+AKYH1MZ)*zA`ZWVNa(lAaqJ!uM#$BmHP<?Y;Sjd0G_*<> zdyZAycPJKy!I8$R)C6IOCrzw%j{Lv-+W&u}m7Dfi>j_gFm~FMWOpMz#Q?u9PnPS=? zJ+5oBDLkqao@QyALfZTK1wnpOD6qco++E8<QC<GgpK&~7q?WL+`SKwC)RUc{!oy;# z1@ohNO>n0_ey`C!69`X`|1Mc(0)w(+QakdEaqPZ+Q2H+;xKOeRey%Wryr^%g%sE5! zbOc`3^Du<6Q|p?W?+wuGS1Vxk)ByKm!!KM)HNcSj+5Bdb0ovm!bW)){_V&2iA6%}F z6A#aC?cvvl^-7Hm7oX^%z||$@@hLs1HUIIAI-rMKF<Pd+4&hDnGFgd1UD!x0zMynm z7hVyoOZXym@krtC`3@CbjCDIn+V|<8@&2qgJ6#8y@<&32dOEmCx=_^fMH}5c7SZHP zZMY=beP)ofQT5Jb<WaX41idsa^zYZg3$;p{H=~*;7`keF*I5%~zN<6NlQr?ePuu%i zh6X%y=hx?GYT*6E6z$Iobv(^%d(Saahje>`RK|oFjx^Rz8?I8rizj?B7l%~wGQDd5 zr7Xe~^Sm1wG*vj1oPP2pK?N0Yt0c3@Dj@#}V63Z9#(X>7K}#ED7@j&SW;v$>3za}8 z%_1e(S(6rST(5*hPTr<ge-yDJ-fMS(zaqxseQ>y60q34EgDMIYQ2I4u=$pC%)Mj&a z!;Z*9Ag#PoZ=pQ)9-0m|PL+e~>BSzetmLq}?Q2~hRSrGX1vM^&Cy#^X|4L1ig+FO_ z?461%c14x;{JtxL>Gbz6humdw?d$E%xP>yv?e(<o*dPtnrMJ$nc_#(umHE5v%BAp| zEq=^#ffS-oF{&*OOX7R3Y?|9Q32-Gve)un!fL$Cl4sGH%-ybcL6)ui3=2QJHvN#w& zdRl(=h{3Agk9;jx40rfm=>HBD!$+@0@8;==L9wMqNaU_4I-dk|jV6eqdBq{u4-kdy z?ysJ)pG6>*>__`IKR>dBk)lBK%c>49n=e!m_$C)DtZd@KWb4ejvqY!V{V3Y}+>Hy@ zJ%9V>{JE$(9<k<t4HwR--@{3YT)ec|V;MWgf!e+LFVlo4u@9cNZ@9@peo}y|B;m<v z^Df8J`#3P7-RaW|<>2F-+orT79OxgSU6xklz>9NW^Z7*_ByS6U8Zger?!GTE3%b~- zcr?!5S;NLksh*6PJT|h;JsWG2*(hBbU}V3Zje_S3*ClEY=atVSnsV8Y32-s0`pJSQ zpU!}HHw&+}#MYObV&UF(YOqck3+1OJ$-@yW7#1X7$n#;LGAyKtX~=@S(Xe{2EDLm< z<154GvvB=}xY3IaCi=}1n>ST6al4f9o^+In{O#8Ba-*48d!vbKvx<o@-&D_;|CoqB z;qvRM1`{IX1(zge8K_^Wbm?3-1LQ;UPTcbhwD%?au0O<p$w9ZaouLez_5HEpt2u-C zdmUbqBSZAcs|8shgddNN{^HU`>0rOHeD~uW9i_tcZw^18Bd>aYqaD#Bx)F(biw+Ww znB`x1nMgQuWKnotFdfOcwzHc&i03uF@i()kgDcK!`mI67^`GX#H|TWGR@WLFolnQ! z*FH^=KWGTPdghW%KMgAjp6ZJ}rD5HhSDhm_Y51G(VNp>+^a$SqUUU`>8uw(RmnYH? z=TviN{(2gkdsFIP5q+}#uRzURYob%iw+)pU(@^QYIWAeA2K}(%He(?g9$0mx7%!k9 z-7xX9DA6n27OwT!Gb)}N$ezhPO@-^X3UN`QQ<imj`ChQ5LMkHJT8BpTONrs$fsYgj zyTpA<zDdFGH}On~TncDae?RwyQ4n&NJe6oifqRejv9%f$)SQC7EQ<mSr+mB0E;9HS zR-sxYWMtH?tbG_mM%sz}*6S?Eh_*f<z##f$;JB03%ikn~?HJYF`Gf@JlFWm~l|+w} z#ca1OCLvDMZKHHP3C=AGMTK{e(B^T~<nd|}4%)RB=YoW5S2k!wDUs02d7}_3M}n(d z;+)As61pVSM&zc1VPwP1R2mk>LaJ58>!$xX^K-xFIt@cJys9C!I4m>6v7FMYXBEwG z@{`f;0EQV}uGjqF{m~R=dM^Kuu=@<h`j7uU-j<wu+k4N`-d?FR$f%G=Dp?IBBw0lf zDWXNmD65iEiBeHA8;T;SXb2@EWMALkjqCW|_#fAC-FhFN?|Hi6j_2ob`kvoUj+DMJ zp88NOtiEl80x5~;e=$bzm?I{AWStR8f)vsgvxw^{!kca18=~K<e_dL%Ay~@MdS!e= z%*|atxtnH)^RihZc3uX!_3v|rw4wphA+g2FOdltlK3WN<=%K1lp={oiE;{yqpze;- zMJtCFAHvhc(3pzwzc)H?Aq)O;_SZq~1e6mLbYOqcc(W^A2egEj=e4S|5%%+``{QtJ zyhxZ#`(&jJM#UW`Ng2X3-L^W3U-<ZTu0SU|fRFVrW8VCb<AYgF+4Jq2796Ic-#tpz z!qI=*Mze{oY><9Ezk0J4wt4zz@z`2OQ9t}lyFe3_hg>(+a5OO^G*H`Jq=5;C<aAjh z4eZmua+`5j9cM=AGDc$Rs0<-Z#8s%lIce{fEnC&_lbH~lKCKG7eKTt~xvIE0wYYd| zuqs6Fl!c0otH4}c-XS4c1q<zWDb62L2AM=HE!m`u@&3<Khl#G#$?qUHRw=<c(MLOT zxe`tqsBL)gRuOc@*PS!^ib%cqCzLX(fTuYOU7a!o%w_U&V|^8HPe7nypQHi`j3@HK z+U0Sv{kp%Xmpn}CXEyqc%i**C#?8uC<d77s%TJV)!$aqZPu-2O==nhYd^J!OQr_<_ z9ubg*;FgpJO=n~<wtLB0nyCynEQ-DN=$|yE-F8Q+@0G@o+On*}&!n)UqT;K*rxcDD zF|DuAq|knMbjh@?BwWAB2HCVrU|*dwov$r{p9=+#pKTR~AvcdvZy^quyNN|-kBfnK z@X^ncTruotDi0P1ih{D@C-a1kDAv5@@cz6P!TX4b#gT+lg16WzF?B@nE6MhR!VKY( za)IKw3}I}WpY$d~Rv6J6BRf}q<l#dDZTqtd9%#yeWxl(381j;zKBULPLyH#IFEk!N zvA7jD#zjfpoX)f-T;$EZFI;n-i-wxpf``MoI6FR8EVz}6ff<o4T^qPaj(KyCugt~K z7RenW!d$GC`F`WnJT8`|&StCjaNu-ruCrem2Zc7fOkbVmpk&#C>iBS?D_nv2XSN&& zTI@XPt<Ql-QKLilJPuMK?LRO0$cDv^4_;YMh`vOM40zsRV?0hR7+2YtofP;rn8Zfk zjpKoqTiG~oZ_D_+f{p!Zpe1Us;gQ6-*FT?)4V7C$lKWVg$xltte8qyz&otrI5*Bt& zao=0Sv+zYgq@tVXOW+#=13zmP_B$S5+$_by4ejl;Wg|>{o%+19?;{f@1*7D78BEk_ zjg@DFF!48b(>vR3Oe}O8d-O_=i8+3`(TQ?Q$Q{dY`8vRWR!L}(UmXJ@n-1^|?lZ9N zqU5<di9|PouepRDU_h+V({Y&_10p50PdfA&h&J7SZWE0GCFK+6+kepU(q(?-!)7`p z<{RIQdrF5{bHcBkrF2Md|DivgM2Fq$lHlyU|9#%|+0@>F4(B|s>OXD5Bm0jG)JxN$ z6?*sMX$l>ywGUOejMK0>@R+c9Hw{%oBZ0pfXb{w&ym;>p;gW?bCC}#(>zEY|p%-Xq zDHWf$<`@l(4-FQJ_R!Gfsb|=?nFb@#dTJ@rkzJDNJr_-AIP8%6FIt0!2H)s>4=EbD zb>Ck$rO~j|HVNWHM=siVaQ+cq=^Dv5%702l1f%#!KmirHm7Qa12~-^Vwy}88PAdA% zGZjnMP+@#fS?HiP6&hqKL)|4*oKkL!`1^+fck0PGFWM=Xcweo5vxb6zv@qr1YZTNr z(i~-DDQMefJN|)i41PSi9i>k}qF5o#LW}~lGJp5}VKNTnrwDxfO2+cet!<6($@ppg zX8iD7GF~?7tk+E@L)cVisZ=BxAFuiBtG6fPtgVNaryLoDr{^ydo*}`sDe`vfdlEYL zw8VxMkYJRU?4xs>=#13ttpRruK0Ih#d_tRq>{HY0_K1*BR;QFO)%O4Pio@ayarH4K z*kEzRFD%*wg?}^--P&P-{E7fY1)?iH-NJerEyk!YsYo^;+@gBn>c=}DjG#1FFjPWx zrB`?Un_*)k$k5L%OVKxiwab^I>-r7xTSlP5B+L+U9-B`;)iK06)@4O*uK^Av#jLSV zF~I%PcF9Sn^-;5B(Nnw6dXPB&F4<K>4~z2iix!>GMNaC<8&XSjA-SeAU}>`syh0VN zwp!_6|C~HQYoa4L-+%iic4_1BuahsGO0==LJ~jXJ0c~tkvx>CQ(8gE~7Q6Nm{U|@f z)~e;>x!s-cpaecX%NX6tSk1?HCEvzgkPqQJu6f{Vq8rLvdLPAV;c-Cw3s*}m<ldeh zxh<fD%cQ6H`cM-UbLZSi*sqC@PKsEVfF^#IrP}Set%38MP9<DB4dh%5*`nL4j*+#( zWryO`@!^N^?s^8%7ZRzLc2NyqY9e(x95o!uJ>xkqM-`{>;x?1;%H_B1{&Jlv81u9q zl*>|qwzn-SU0nsi2Ma!FJyAwQ$*&cI0m=yb6mg)FrHrT^yAKuhO871_5Ei^j34=nG z^SWmhp)B@rl~|}E1_NB>;<$<!Yg+TxHbnsjhHXm<R1`p3p}nf~ygc5NELwG9l{|X9 z6n!?f%i-4Gi3c1%IYg`dqCX|v(&*Eo^{rbLHp<~T8p*QQUb9-xT1OU@MN7A?yeWf$ z@kJUt{0O&5wV1nnm4=&8(T{D1q(NzsuyIqBCiWZ8UjELPBK84`nzS^fknw$I!m3C~ z7*@1isTq?%`BL5%nH>^nj``fcek2ZI&#AWlH)8lp4(Y#=AO?4{PN!GBqIfA6ZDlMj z3R&YL_seTV@LB8j>ynisP*k5#NXrz)%*#gssh+}El~XW2yG$5Hc51Kw&KE|6l;Hx$ z&pdSL{rMuD#)EBrq2gB?9wc3!zfzUv;rQE$l%RiHY<4NyR944@taaqumQ*fwE}dDJ z8_R{Kw1`6^;S{y#Ti0*faA9>WPVSdD7t@bft9&N@J16*Sg1~oT);79T5#3O|eQeF; z;~coO%RS}!aIo-!byA=i2iJ+7O-XUk{<onZZ6OD*oCHERU)c~$-s==p&c@y^28X(m z*{J<iy>#;)HgscO9?>Q|^6qa%prjicBEA(Li_F;YE;+PIS(J^+@xd=IW?A?eZ{Zv8 zjfF>B4m<0#u+Tp|zxQVa3u7CfKHYqVg>d!V5C~(zxY8{tej^LXdXC3ztXNq4*Ei;q z0t+VO@Q=sIEci|x8<YRTgkP_Khs#|img;|w{FuZ<LVSZ&LJ$)sc{T1cYnb?BTIm}q z!^D~q-?HpZ2Ix~!Z=GrwxZbs_VW@zCl!qD??HLScZdiIcC!T?F;fe*D_A}r&l@%wm zg@M#&7k8x%41B#;w`stPfqw#7hIw)fWPduYZZV&M&`-}ANJDfq-1+$G!v{J>By92x za_P`(^j)*~9330fD%afJPsgQ;{G)+e=~&a-)EVSTM}1LS)*M~JF(uc2zLue5bL%Yo zD$$o8VoKS5V>H~cyV7poN5jv5#`_n(qM^>>if%LE6TW{qwJ@KCsXu*}0?yJ<a@<S8 zg7Aq$@!T!qducczXKL9`^u_7N+lum4G|;rASQiMNL_NMCu}hAIiQBGkeI;nH<Gif} ziG~aIYa1#3R9qh6I9AnAu`9J^(UEIZ=+AN5zcQJM#@l*FM|`Nrx7IrF-+5lgzL%?R zlc1u(!d8beLBRq?pEu9mQ?Tz@>dK2xDR8<GCvJC@0)^1zZ5*N}GEr>KYflOm3M%}L zUQU6iz#T1fq9>|B$+`3AQBdZ-q_n1!jPjuibJOd{AaA^{;(Uz^pTNmN^K)c0?P|>$ z4IpE;-@W|}L{Fl|<3b#Wp4ewr2T~W2aU+kn=TQd<_U-36S1U;<wN$ygBAtYRW6ORo z3L-(;J@0SvDiRu0yxT$vx0F4NyDB+{1e>kD4}EJ9Lgv$?Bd@CecVFc4>a6k#Oi)xJ za&#RrpPwY9+{rgV$cdYkPj;DL)ml6IeLNGe%a6RYDltav7vT|`zeYH>`=9H+2S%vf z)IaHLU<CKz%f4@9jF6-CTGryNA+Ghizj$!T5E0)aboMwH;>_}*>(xyLAg@eJ-W6#8 z8Qm)PX_f&xsNsH1JM_W1bj01_qaNDZ#g<*L*MryT%uLTwT@2>^t?KdD#e7x`dIWUw z`9o6q(PE-6JA(9mZFS(d=PP;3A{~rrEv-qZ(}tp-$j{k0ZTR-sMQ5zgMoIi}25pd! zDbWL?v^#uMmE7a1#q#maa^LiRCq4#yMuG%H`0$nv@4eZjh0N-LIWjp~_~Vl&@#Byd z>M|meqn2u+MRr^;SWpZ7X_mQ;d72o$DmTbkqY1%JBLW-VXrS=*Ta{2}4a|QePaZ8- zhna?@M>)}z{(o)%W{cHOu=}#*x+7{>5Mg;lLQV~5l;hhi%T>XZicjC*tBNPgC6%g+ zR6%QV3fuQk1uP@A&W#=_=)9SqbMm7yjGn2eM|dfNQTpupoM9!H@?HKdxuAqG{`Sdo zRVDN}lYaTWSH$L2^@Z<TiLQ)33Gbexh#9s(!Tgg7h_w7x5<4aj+7CUcg+y2MD?(MI z`{eNYhfLB_7dbdzyY#B@i7Zl|Bz%#LmxaYU_qUrr%OGV;?zN(W415cNB9(fi@#oh( z+2gmQ!4_{WzQC8ptJm-HT@|D;GRHc$u2~8@uL()qPLqPRuk}y;wNf}$IBM}`t`syY zGO{Z#N#ax8N>{<<l2G4}c<pzZ1gw)(nObutAYaq>`}Bkuu}^*#Zg@}(3(hpSTf7v7 zXU_8ynf0RB{Gs`c&QB36UDV&-t001NF~wI(zX+p7Z2jBDLSd-sbAO!PCXCzt30gdo zF!Ww*&aQvN!`?O-*SaG-B$$g&J+$PZ`17gGuT&oNj`F3Q`iX7?Ht#$2m~e^u)H=## zF7B0ClePqNv3KTD>O*@jcur@R3M+B3dcbI=g2shrn%Din84m6#UAU;&$H84?%dgMh zaF94pMTDNmfwbeJy6iX(dOY*hTmm^Dm#D0yZ|9(3?w#%14T#=o?-L+Nb1?o_>iEG4 zHnhLZ#`iR{@wRGXTkt(LY#(~Pmdj*=uKYCRS0WoRF+Zjgf(XAX3Dv4z%Eq0QrTaF@ z5|bsNe|dm#$;B_8hRrO56dW_ED`w$!Tz;#43JbrZqwm-H5$iC8<=5O<@ZZWhy2pkE z%L~j)(`qdIvaR*nK9A^)SgXYl;gqe$*CSrPWkQ{?_keUJ6SHx-;g1e8ad7_k=K(vJ zSpRD6`(>M$5NYv>H*;d*jhXe+5ep`APRPG7TF8W0a&!8Z9>Od1kjvXD8R*NT=ln@y zp!vzpgI|c=Tz{}MBRzltkMI3G`VI`NnmA4E<TKDxAX&ek%D}m`Z>3r~=$N|x)+(NG zOaI_li(?TTD?@UZe~F<(z`kVbp>1>=plXa;+0yZ7vvZW{GCKT29}V`X($Tehck-wT z9T!}ysxJ!AVQ@S`WcM%)svGU7Dj#VGTj2TPOC=5eYOd}(pF=~()V`>FsYE~I7_qi7 zG$dOzhwB}r;ZO1#MVdDap40g?pB-qRE}dvCTTZ+$aw<HDa0^K=>c(mw4YJbAJk}f< z{>Ei{*R)U}EPFBTSSb}TX{Fl?&QMWDKDB#J5EWjAzBg}dpkg_9qs>MQDpn^e`*aRd zka~Y(Kv^3FIcWH{G>3waS>F<B0tLtSE?WC)7txJRinIIw`}`}rJHknuf+{9GQIbQ! z_QfV&uJw>{FycsY$_p}{H{Y<gzC}jMx`@(GVPse(lFYN*39p>Ho5xooV|453fzDYH zGzQatS(TCSGqQWHWDW_Wda?2A+lWq#UULpyL&98@Q@eb0N%-~C_Lis^(U&!6d(uA( zfsyq}{=i)!(4>9u>ZS`}vB|PJ-BUuS;fhOkc?p5iIAwHZxe$VUq+&<S{--b3A}2zo zT1>Fuub9H__a->3ubg=7oe6?xhtJnMGr^{9bw^)lnc!0IC&!9%W1N-2bi+Pl7&iVJ zv#B$}#phQlFA;8W-P$E~VyzKIokaeG2^rzT%iHHl4jIB?OO3R)oFV>7mB$+$Fu?hu zsL_PE1_&Fl>`#x>hwG)3I~=k;Uj5eC{wzihmp2TVh7IbXv)O>&7NU#9Kh3vEX1W;8 z@lKWfpo1m<*hhy0b)aODFZWed2Odukn|e)Y!@R!Ns54(1!_RKWC%bE-yt2A>?|f}& z#l%mqtKy@?c5mE^BYbR6Qg5nP=R>(9Ld<_I(U<;bwBN6^@Y}AJ%ZSo~^N!yUiVj*J zS<N_?FtzaJyGCW<Cr#{I^(p=4Hch0*94cUwHBnhIx7syA1HZfcH;FCQKwDbqaNu=y ztk-&&^l*ndB;@_9uaML+Y}=GvRiOsPypW+NOEuWpYRyw2sbSOg=!B*~ReW}T+dVp{ zf`xUcsK`~pkV6XRy`Ks`#}`~7^(v!yUGlHV6Uun4B~-idixL7)G&n3gp@a<T&<|NX zB~U*kgp*qovFNn`uPsXveTB+rR$3?`clC;QcSjUpZ>9D|Vub=U>FX-5PRYagu9jNn zVR;m#xspWg$RXhgNqf1498$A&+c*4^g{Z>LmaF2jsM4>~y#G)JGZ8ThB{O9Zq&v-# zGLga3j~}A0-j{|7>H3uSL23BkuJzcWERCy*ch1MxNa0%>8UqWZ@GNq8ZIGE1#w^R7 zhd)W;Li4L?vbiKSGY;$-IwJv9N4Eom{o+`bJFviAK^*e(QeQ)&#h|kCjkxkWF(e$i z_G!7aC?XyuSeMs{AXT$f^wxS}eidM6IEcVD^FyASpa_;YiMo~M3q#kY@XE^d!U$E9 z63Y3*gKI#ltydloj}k6~h3?~Fy-7{p=QTV`d)O=v(c^)gTD5wy2oE*WZe?x*Ts(QE zR_%U^aEn+@y7hi8+BPpKr)(oUlW^19UY85SceXlgd7?X*b0~fR7iC)qGg?|XxSCtu zu<kAg&;5p~ZSHZ<>gz2sn!$mniS?pQ2RPWRKcvC(<Y2pY=-%XI95|oq)1FT_=9KTK zqVo_Nld;>XYZ}>DZlhbj_B!E{!a!QbDK=K#)*)qwvN0h+^7h%qMo^H~lU6G>?iWp3 zB=XtF*zA3jM`y!x?dQAaezQ<%XgXK7iG`>4Z-2Oy%ffKqlL6T%7PMY}`(n3>g@iZD z3~QuWV6M`%UOCMKX_r?WxtED&|GW%8v@#(h68zk<fC=NMUdQ3nOzcsett}<G;!#z* zbg2syOH#kt6lpPW_J)-@b(Vp>SI_n&G&7*TP?=`?n1O3QcSwodU?A{kE>1==u&Xuc zpW7Y=MDL6rQC!bJbgSC3DlOu5&3x8o8UqI$KWQpX(otqb^7!+Ej-Z1_MNd@IasInq z!Mb8PlyYQ^CDVzn?7zZqh@>NYaZ0|w8yzbGk{7^+aLw2a&SE_}J_SEM`bdQEicCmp z@?ttJH@m#C9ikyK?b$4s=!wkBbfLj|8mv!8t*<F1`V#oDB|M#mwTGn+ZB3-%dae2B zqFpr99;tj0Wky4*@u2H&O&aE<O^2I_(QqVt%})Aa8Y;dxseSxI1^v~NTS3)SJpNGi z$|R497Rub#vOp?0!QQL)+EY<p9nYH<r{e4e#a;KuDe%es_VaQN1<&6l{8cKWU`w+8 zvPD@Gd<tEra4muY`PsC*gKiYe$viP-Zc4$_pkreXmx6~~dDqg1$*{e*c3n^#8B2D4 zlhl1cc;lGQuii8=5+q-(y|I_LUUa2pw;LJl0b}O+hGgJy$6`goBQJ;l9vz-f#sZ#+ z?$AOqq;*;^?5HN;$NiXX>#mV-_RX$K^Akyk^i-Wc5<-IIVy0b&JqfgIW0Ae4B&@Nc zT5eS#;m|FC3-c$0pzhY&`{Sz+uFY$)sedbk?xoA5J353g-%sCFqWyn+Wyq`9pj*%s zYkv4q=LneMMT5ABWWNdiK6b3R)o6m6=;ERaN+ww2WR$Z0i7|f7dwJn_sxdrD|JyJa zqhQ^a;k_kBFuhcexz^GM$G>&;2X`Anplx+imzp6iZaW^bb;JM(PTEiP&Kf{`wZO7z z2?H?e%HoZ3^>Jyv+P|->^r7s(v{<f95B5jmCVsBd1N+&+?OF5mF!^WIcSCPooY$!m z{v@W0Ax^bNW`hm}pD7efN9y3~zObeq6&;K|IXzxGtc`{X)wRP<v~m56+ZC&DZDhZ+ z{O7hw8{ePmjP<H&L-^Ue=6{oXl)kV~xLv`A;E(!<rziO+$e-c%uH}RN=Zw>O4j(7J zmmHd|A^Os_X7bAgEo5hw<n`DS-FX*XTD4dU=M3U5%0+78w_HQv?e7}kYHog!x>*CC z2Dq*=L+ZE@t2_H6MIB$>UiXi&Qb+vvV>FHDYIq>mCG#tc@Jh0<Z;6;1;xDHTdY7sq zrCwkYf1N6FlW$&*9a16o=Uq?RPOIQ*OW6}>tH62Ia83I^W!zk4x56P!8LN%{txC63 zhCq(+(35H<2&7WK54k8oKe}MYxn4z_dE-#pYpaMZ_b#`_mkL<zJyPnnQ32PVh0Sbc zD4@59bz3$^9<17ZTh4Eihrq?di#hFbXq-phsJ%)K;&gw#s5V)+9<4C;GnNITp|*HF zSr&e3qP;O2WZ?Cf#L#2NfN>;Fj`KkpVrmDC#1o}Kiy5rZ`XdEPo2yfQ0;TY3kHTd` zT`92M3i0~8BoQj5b<@mV654gQGuR&`U{KX@T`52U!RK97bQVeAW)10S7hN27-%o58 z4ip3Hh^~jSfEY*vZV#5!iXu_##(pU`QJ6){Zyw-?0{#^z>fegM@|^a)HIX9FmKKQ) zXNy4AjQKj@vM{WgOD~!by^%e9++T$)jISRKICVVdVQn&VDm#=1vd*yRVSOIL#$SGZ zvxJ92bIWs_E-utgnlCx|gp19yJ<Xd4zpNXx7ZUa2;-N>7aJm&2A~b(%Hv=vPWtR;6 z6X#-y!l_4w{r`QhKD9XOIS2Ru`unXY=76!a+@md(gO#_eXS&vNVA7#sudT>|_rWtN zcLX@-sGl{6A>6XHu!?T;n~nL@LCMZnY<TQho9J?l@QW|`S3wvXl!w7%YdzU`^kQYB z(ndCD<|>JW25j8h8hu%s#>UYP-_+9kSP=J~d<~*6C04iH@`=8rzo`x6hO-b9a?-JQ z3k!Ze4{bKAU}68GYu|_DS?DYo6+0@xf{3Ev66#OF9ae3(vYs>Hyi=^!?G}@8uKCnd zG7~`zafY@t6Wzn>!e8q#5mB}F;9)T)lKpb|3Uin^)~m;^`^vyg#YGnBZyETRQ0CWq zj)6w?{l^mtr_5e92~l20^yDVx%YqezYcBuHeXh<xSK9lkBOKy=d+u%${7v{nDaH0m z10Bo5jEnwzj`5}Jo;{iwbi5yE-_#IBNA2e&F)<!=+$g2wY7ky=bg1?FB2P!QgWY%< ziH=hdt%t*AXqe2KmNof7gMhs15bZ4uW}xN1yiY^A>9X%>S7^|g+q)&~91X$Y8xNU< z(I6eI^FlO$hOCJ}tpPV0j_xQ7d9;EC6&YL0&9XEId(oCSiqLTP_FhxoLgMEh{Q7&Z ziHa;=`D}**DxO)|4E_nFVnl%Vd77BwF3#qUJ*Y^FSF7+dq(W-Vxd<T|6{DLZiqC(h z;K0n|-76nZ5ZD-%JbadLiW5VvcP|AM4&t=spkUHozjlC0fs=`fe2)MH4_vQ@RSc4G zA!&1EN(UM7_vFMbyeESk@ZE9hBpEuAKg37lh^|D-ZEM;?MlEwR(ASiVi5>0aF#$5J za`KI@cav~)!Li|(8WJ4#%uzd9LBb_u|Dh9o+3I=x#EV@dR9k1Mm%5R#nfgL5LW_j= z=4ZmRX(XI6vatw|BH;j6xln&G2?mVGA+;GH9EPQ*b^rhFinT@cw-kR<eDStc5A`&~ z{e=%s?vXIXA?~eu?vM%GMaHT&HkjZ~5jT>#)db4inm?P?8Y4zNJv^z;2o)dqns{t8 zLX4_n)gGD=X6jat`o1<qQrXt+N@<4pJ##bq%34E=Gz(ZwwHrYG@YD9%JOi|iI?Xxy zMjyAP2S4xD)yHuc^@Zo(>%sbE4fnOB9u~ZQ&{6qK7b@q)gUeHNaWn1%nrXUtb=qd6 zCRYd6E$fUm)O1j^G~$oxCvDhnOqe^bOdAKTWc;;@)Q0X!;mXg(+R*#x`gz#|A5#hH z(Jk-!n0Y;FB6XXOoVp*=Wg&bdMAh_vwB%!XlJi#*j}HT_jG3ZZEgXG1@2*;=7CyY# z9ci{#3pc0uvA(KWaH1W)uwy_Ix)sJo!2z0xUEIo4nAE^V=J2(ZXEo6IxcF3njRrIi zcgmUmR!4VsR-MHKb=Xv>AJkJ($D&_v>IE;VAuHUhI&w@EGF0~Gp$t_h7iCAx&ZuDb zMPBx$6cv0mzj{K{NCh;fD1pj5%6K`CDp|Wp84#LoJu0URd8huQjJrxun9TRla8rVZ zk731bIVBVpO>{P1RYXK7-(hf$BFutMk8HT8fPIq_Ppvm7AW$||R&>1r9<E#Pb98|M z&R=C%yT`~w?V#aJ7e{&cXUBUtl*wWJfP&uKP&xQi21i}|A&Zx%UteZK$U^h4(Yzt5 zEK=XBxm0pj2Dwe2zil^@L4&^c^OrBB(fMTK$nIEa42h{nCd*30JmAN&^DR<nQ1B*q z9FPL{DA(zLsucEgi^X2uEr}fWh~YIQ68N_M->^MZ0wIptbIZfTv3%j2f3mm4u&mIa zsaZn|ds~~FTPj4c{Y*m17EMu1z}Yr@S_A?tN{w}x2m%fcIqT0C0e3rgx~2#t-0N5R z2NPkuTQ1iBXq<<$+jp@JT;pM^W|gz)Wggs4Xq|ER&oiObLgVXru;QC}>&o+Rv@i3t z_aGOivb+{K{^o)@e(u<*DlVGW>X@B>MtDX@_W~o63zL8M?A?R7P*Ibp4>aO}jnKi@ zEG~|8CyL7TaIi06<&Fat9PCP7V5eTlLH)ZDPD(Tf3$xG8X!>#xe)d}3TU!p?y`s{> zj5*+I>_5OD9Ai3sKp|s>jeQZT_wm27agfaT^xrvO<GgdF8}ixsoBr{~++;TXTn%k3 zILOAGGgSd5u59#O$^3hTa7<Imjgf!z+1M}rUE<&u7P5|>$Xoi7g(-&st&ZC)=<Ide z=#|8RKE3jBn-2>fs(ncb4lJ}6EmYGoW+5~8S>kI^7COwf&&#E<uxHv-W4w)t%Lgwu zZn?pPP1$tn^Kd2}W`=Ss9GPh11!rAVU_zsM!H_eBiK>o*r2<0?{8ReddB2STJ<o~G zfcp$Yo?kZk@fZVdPJOVA^kJa>X*~NY;glvBo5q4Sboe>$Ha|sp<;IrYO;L~O@Y*2o z;vUhL%if-MV;|7*toq{9<vE07rVbueNTtJWuwddh;g|=Pg47=FqQhvG8hvUL9Y+su z7};Y-$5_GvrFE8sXC@8!^A!m9Tt5+<HJ6TqZVUmVb{ZUm9Sa`aq+vMgokj6g8g9hV zV}g@tIIr^5Np(LB#qr_m=6TTY_E)g^+qE?O813A9%bbP>lhF;Q2+y2cC_8jSk%p4E zVo4_!v7V<HyL^U<GmGY4Bz>Vm{n?7Z;Hy+@N=`Rn9i&3()Rx|?<%DBqi&M5qQE}lY z@9e8S!YidO`VT*)z%s{4!{REjUSa=~bBcnm4N0UK!ZY6QiwCN=QSc{uH13iO(VH+{ zn+Au1>pl|zM?kp0D+Lx&@R+q>vX|)1vd4Ww$u(ry1tw(5rx320eY^LK4;kMc?p<cB zO~#L)^Xt`kWH=3-D6Z)tLFvqmZ$}Bg>=6{)u5yV4|KHuZ(_w^Tw06CJzKw)WO2rZ7 zgkLVE-U|=YCH!Ks+QEWC!rtj4t^=JyxL3VEI^(GjPCGt$-1_`~cO{s!N;4|N6yY_s z2KR_*?z~&=nT;uqCoDEB`DKDn-#-tRhMK_4Xvx1r-;I&!B$|Dt%Ls;y^wy3bBSgq~ za7ERPQ1)cw+y@^Gq3IIv*)qitS-FyXrHG#VT`>2>7p@^hV!V?FpBiArX<L;&YYZTu zcFNf*PalH!msOk?(L<tI|AIkxJy2J6B{odzLTARp%ld#WEN-y7`i6Cov{_!b{-O?K z2YNn+ZqPxV2=luTO$Ru5B}J9!i3Yc3&Vod3=qGn&C;Mnai81dyMNk{zYFRou&3ptK z?=g6sP4wechLDpVA6ou#%Wd@e5LXuXlt$;{YPp)+#2+o3-gs!2$8#<GSo*#>_J|g~ zKelu1u+oA^Z|ep&O$%meH?m}2Yl42}b@SkIO%%14y;}2D1BarcSLkooK#sih!)4>@ z(5|Xere0LXmLuOgwe{6u>*BPy`j#3b#%3<Q306b#(SBR?xoQwUNJ)8jSQS47-vxwn zRMGBmcTD<|3NCG&lD%?N1wUFujZ$bTI33woJZYnhGV-*_>ux0!^WPZx1S!EKdFrex zMG2lKJ08oOQN-b(&)Lb^iUe_b%8p-Fz^YcM-sKzxNWJ-T^1P)yR-Y8tuI`b8hxZFn z=L9(<|J%4--$@Rn&?^FIeX<C8e4w`_MHY#nj6Mk$S#195`Z##LEEe{w-cvs*gQ}Sr z2{UCG@O<Z-aGH`v=EfIeeI?Q`-ZAQ;a7`M2D-A;L-<F1`zQ((x#nPBo|J5=6LJB*n z#g_#yOCeh6h3tK2DU7U5N?k84g>wVn9y$JzfYX+>ixqE5fVp;hF4;^1r)s<tv@eNc zvQ>1tM?@Uk>yz$H6p3Mwd1GUcgcv>qiRKS26obylw<#$_QOvqsSNoSMf@p!O9_y?` zu<WP9zaK-wIIp;5X=c7KVmhuzC;JFvYM1%7eV)R&vO@an_-bKdU+D8sS5z3r=05wr z+w<U%w97d@gojO2ImfA+dGOkM$Y_fW55ZB{VPTVmOX>vdC)&CAVCVDmObizf)KA=+ z-ogckUeBE)$;F%P^A(;_xLET^cKelj4)!ZKuQj;A!6)aIQ~%v}jMaO*Om=Y)oo3?Q zYR|z^Ay1VJ8XOb~r2D=jb8vgRxM{!$8^YU?Zv_sqvG>=hBW;ar@Z*lX%_wJsdvL{O zS}GfykN!0`L)f^#sxVl50~@6m?_AH&Vq<DaOojr3jb*Q~xaKbl0$+vhuO$59c`nlB z`c)PxBnC>I5?EMQP*nMCHw%Y;^&E}2XJP%j_t&L$S@<ch|LM{a78VI4HAsAC;@6Q+ zmHY29vE$6Oc-lE8*7$v!syWPrcHf?n|IV`)eEi8%)s6|1kVSv;h`yL=e=2trV&e6E zZ<B?87+72_?kCvAAoh=^)gIL|;Jvp=(f<|$8T_L9`H2ivy7}t72qpZInX~ccUIx~l zP^QFfWng<x^5K<h82IMqen~)=0mp?Y;dPP>$gAD7%BM2$>U*3<(jo>5lqUPPj?rN+ z5OI6yf6vqBP>N<=(IIn&vMf4}4omY+)7elucHI``fAFPaWP5sP8qpos^f!lG%!q!e z32GUt(;+k*wU;YH#~itx=Uy+Q<5=sPdqty!Yw{yR{X1v~cV2tixtWFwisC^M6*Rmr zkK6IPkZ{p(jN{YugkK&$=bw$HA&}c_y89pvE7*q5M4V|5T*7+NX-dPFk2!Pl2={21 zZoL{vrJ;kaF%&jR#ZQ$}w2dFAFzgTBC-Q^}(Z#PVW^PgOX63hC#|}{;RMaBNccG%W zXwP4sH5Gx0jt>S1|4185%_$V2!txc1>M=yYgw0ulMU51!89cC}Acq1M2U3M^Bn27j zEl(I*C>W{r)_SN$0b`rPW##}G>EE1o478B3!T*EtPohUjS~l5lO37H~KKncT6d9~< zjBE{GGJbC9i>fvxW6#QR<v1xaB>U6n?N~&{iW|+BM&FY#bmX0#djbjZHdg7Ug8%1x zk>}3G&1EZ?LCRV$ut~@a<NB`s?~6=fmT@{$EY1|mvbJa+`fdV;ZRA{vlnIt<&O2H5 z+6Y!34fVI%7~y?T<s8<qA<Fd>g<b9#Lau$jmrwxVlYYtYi7^9+|JYVucHIC+mLy5a ziW;C<#dK<}zdjUyi8wYMB03^}VWP1|7wtd7RzHp;I`Tv~I!=L@eU2lV4|Q<z;ez@F zVLE8|oAjpFK?m)X0$Vh+bZ|c;Rv~YR4tle9e{1Q~##xh~sz3L%(YxZnjteKXakF|* z@X&5;xE-M1DmEq7%<pxh9Boj-j@p0t!bfydae!4RALd_cQ|4UcqqqNL-o@Q~ls$N< zCd=nzwO{;gv1u*D9(=CEy`_c9sDR0~a4j4gV|gZPYGIoA#Y@HsuW-kkT8lKX!$RKR zXRs#BPBgoI5!57X<#DVnRs)Yt$lLN&HBezt?PKvo9e!U7IUY;Zk^iFqdsu}UTwQz& z-&(2R(BYaVk}p)z=azg{%uN*wJvI9nKUH9srE@_#L<KLbQZFnNR>7F=(RO~3G7`I; zJ&&(ZhPdMGA%>tb=81*<*p{G#WzmC)k2WgdS-YXHr??Vo`fm>hepE!Ft@*7_?uyvd zQtdwUQUPO}MLk)Y6)?y$vzXH^j~__+x_Xy9qQ7b6K3XJ?@$)rne+A3Ild;Cg%SsNq zf6lFoc_9n?lgq4JH_PJP{B6ey|GWSAO4E@Q>trxpmQhk{AOo$-_gFhdq)|@lk>OvI z#!R8VXrhobcn-%_w%?S3id);2Bi2#~iOSl3bG{U;qk1~7UzbF87Qd;&QW6du&P2v1 zOJL@#i*mp<ahwP|psS%G4xjxkx#g{5(Epo1J!v9_sZ|zb$P@+p^h~+}(Usi&r|;j3 z6$K?AU}fqOQN$c44YNZ;uwmuZggtZ-*l4+T)1C>#@Oi<GV|l`8zUSflCQKMdUo2lA zrB1l!tk@^FZXWnMzaCxwm52PPopxGTJZ!yhs~BO#gZss!GpQCl?0xWgSW<?EcMc4v z%0@1Zb=BOuNc822=9_&}Ze09&Ettxa<sxHQ=;+Qd4%$6k$g}Mnv^Y1u?LEtZS%rJY zp->K#6u5JyT{zHq7wf-IpYTgl?9$&%!Y#uRl&1?hc>8+pkVY39(Ueys*9ouWq<1uh zmaws~X_4NtY&N9YXI?KN+@ciLu%<hf4GrftpHJ>(<Cc=aBUL9hlDBI-Z!l)Vf5)e4 z&Js4R2;BctHAr-Zov)%=$HJ2r6;0KJEUZnR&9FVrLaYYkBP*DNs@T0M33e>JyA_se zX~aU`1y$v@92S;t$Xaec#6+9(JMy1qCZ>-`x2BXcF*JTtg>s6CUE1DF&qA0mua7R4 zS;>TA-QmG1WhUw}e|j{CFwu4S^;y$l1{M^GO5d+xK;lx|;;n@YxQe`Yn0JDK8wske z_xCYyyZ?d86+faYYrng#w`1VFzjfAs&&xj_)L?f<n7AHm9%M8~hhF4fNwF?EzF$rG z{l1Zowh7^&iYhvEzK9$PEu>?o826sYF*>St%A{qx(h=EH_jjK)9Yt0>?^YNR^C7!V zT$zr|!~0cRDRd0@O_q54cYm@;XBG1~4R&S|>$-2#kbU+_;s>H1Ik{m$4>M?39dqk? z#wi+%)$a$|1Q3pq-V|!PhlU25eyZA58sur$PDr@WVCEyeD^Z#Tp~y}9H<D;j+S%>n z`|rQ=?gKQZYN!}&;`FVHrow$>?X91sRP_3K^?zGKg~fXPt}G=g?%kRH@RS4<%eIrR zF8D^l#(3xDURe}y_}%yO3AgN~=jdKAr(l!Mz@UQ|1?-KDle!EF4!P>q9IYh7e}X!` z>lzt%4IkNQo+Bfe?RTzW9T}(e=W70U9&w_$>`oP;4>xyN2Iwv(!#Zxu%FP@y?#B-a zGp9)C`|<ZUXNZJ%5BT-dUrCtHDa!d$`u~4E{{NlZcI>}x_1zSEh8Mb=oi)Xz4s*)# zpDDJ#Vg^N~n?m)k=HG}46KoM**?ID@F<AaLRZRKDxW|lpes6~n;edkiyyZsdZ$4vX zxx@&YyZ2nUkz<JTmt~cG8x2uWvSybh-4M$u?koNk8Q@9mu=~6beW=8C)+%}EV?l%l zxuahXeR<**9-H;B>R#Zf=>c8%tWlJRbl1iB>UYA==jkH8bz9YRjSil*ywbSorh^e` z_bMl49Z&^C_xmr_!T#)yH36;K_<Z4DWp=tYER_qAB@Sz2gWYXe$>rJ*{52+@E1->p z>rUF-IzHq--xlvV$;Z&%STjd|K0Y6GbMjQ=W5Hk6Kjx4Y42!dyFWu1s$)o*ML9`YY z{&+aJ-CGM!PdFXhvs4SW<6?GZebU6MBz8yn0Zj~Dqzx?pqyc-K!6vH&4P3uwHLWhD zfw#uLH|j>H<D16pf=82Tu&t#Zs?SqH!T7gHvDIo|$nRm+7OP_PtcIDCk19N0_H<pK zsbX8KNn6Sb6^I|^H~MW*!I{o$g7apT@u}2maOpW^9M~r?oII<94M&Faj%F(1?zc^y z{pLy#`u>|1I;{vV@7@<GPZe>u@!o8hn<Anc1aCi-RYb{zLQv=eMPx=99okNKX4t)c zZ46ZbeA!($H(rs)e6PQQTb1R(Iq93ety&Jg?Ha*({&Jw43T2JV$Rhi0JZ)`|EFKmr zyU6y*z<2p4t;R|jNQR0A#6-$Kt#v`33snXZSME+p-I0cwy1$2@k~9KW`uFW@lEU`X zRtv{-Qm{KRkbTxb3W1Yb)%y-hf}N-QOG;W2obUnb$37Cs*d;Ob`=mJJer`S6Eh>&6 zMo(mTqZry-%e#L+6$RCK9&gcUQOtdQ|6G5E2wbcT=cgx&VAZ-Dt7b(J%yfmXzgsAb z{DBWK>hZ!*yU*MmuPTgqACbRW$-)Q;S87mA62^1;$ZjJyVOXjcUpJE$#^*g!`~$yv zh*}+|w&Mm5cKf6=GNX9d96t3<-J1uugAw8zG<Xnb-T2V|9~bpTrd~yLTwL)x&|<Nd zi@li{ANLz^@veTU#2;ZUTFmu-OLcRw&2PQZ-ZBnYH$tYF*&JMcbvkp)eh#`kGVWhn zLA>s`Q1YGt2X6-5lQq7xL91Rlvg92b@=);2sUSR3dL+^23L9aZ(nY0**eGE1TCVe8 zLzI6kpx=rOX7rVUcy(e<)42LfHugo<RKFc#A$+uF|E>-e6t7C?FL=a)hr{#nGQuq< z{45r^oM7R2PxjV<JuGOLIoBT}dV-8XyH0TyUQ0%8$t2t&ecg4h>2D@}7rotHP{~A( zPvi=<OH4?fQCXsXk%?yyRv);skBM@*BZc~eTV8l<ebu4IgzLNAxecmJ%;w+K%%U>U z{Wsspe1w6-&#KS+-ZRiq(ms$>#=z!`kIS~?5w5AUkerDl+_JjySPs#Z8Se9Hos|r< ze04wDtIPm9hI-`05(XBMx^FKXpu=pGNp2^4^3~a<-Y1uink75UNilTDA0249=tjqu z%%+M1L`Qa?tT*8k9cfb*T_USO$9W(3pD&ltAtiD$J7<E1J;zo}+?l0eqt|Lxmk%`P zA8WX~nwa<EJS-I(XgKcc&acR(!R@EK@a5BlJ2L0_d4|%U{Kx07h9?c>kumefY-z|3 z(I{xMpy6ifhS4%D8hlu+pJ{|o*64gPj9}9+=lB?B&3qd6FaLc(y_N9CuhCH2b1KGm zd4=D<Ohw;`DsSW6gkRK!o!=Q#A^0gc!fp-~(>a#iqP-N<Itsilze_=$i_)Z3ECsC{ zmo*l8Q*h^2!K<6gDNsvW?v|xNfxCZEpw40nHgj$sW%ZL0ZL#e1#CtMSKTWcWo|4g~ z`S@H^9vPk^_8q#BWNcfNv#P?14D+J>-i{11@~%I9H2a+dImzFv-qw-8DU}Sl`hbKN z+g7h$9!rAYJj<<Skt9r3MLR3(CZRQOxbmGT2{~zjS;K1o(;dW@HtNQk;`q&{c@G|% zqI!|j7sV1&gqD~}MBOsQylnZte+8y+XxPp#4>5)RmxkEOUM5hF)8CQeZ;bsPw%wR* zFhZUNsZBW42!dNXe}qaJLEzpU{a@XN=sdUjQB{>8+9&$Y=?5CZD}plJB5MeiLBPVS zHUnfms;kI9X@EJ^U!$@V4Zzw``Z>QyAE!Jv$BD1hhu5>u9~1KQ;I-Iw=nqd1CsfaV zv5hA@^Hb(j+b<my4vaevUD81nOQ6(Zxem<3nlkA#+VD+#^5lMlHuiOwOe{U64gaVi zZv%I21j<Bv2oZiEfBoHl^B*64k82C0?h}16->lS_$j7?deon7k`ABDuE=*m>hsA}- z?N9$|p-aR3tnULY+?ptR%ka>`@wkOnO_Ev&({OE?->r$jw10i|@tW9q>zD90Sxpo* zwzzM;r-2ipK}-L7Yha(C`_17lb>#66a5BQx(XoB?T(c=PL_U@7^e$4vF8>WedU|RY zJ@jex@wh5t=Z2Pa<*8!uzT=0x>Z)*hW}_i-PX#NbcAOZKR)NCI`Z2Q>WvGm2HNLY} zM*QTq$+RgYC<~b6Eh$xk$Wp~yfyPQ`Zum?)c|#E&_edJuk5|O3QSHz3LW<znUP!dM zpn#jKhmoU86_E7J?MuNz1-Ns%^5)%@M}d)qV~L_X&P42Nk$WOX^sB0LYBw>hEptor zWU>5N^D`AQS!C`Otv`K72I6PVJ$_^?gONFBPx%Z><AwQ4uhzBFh&WYbH20Sj5`%C5 z-C8V#s>R)v$J(Uus7rcH-+L(>-(bL_*GZw*^3U4kUQ)=-u06M2R|=J}>e=C?k`R|G zuKTb>5_{JD^Vqai0{e&co_U6eW2kKZs_i6ktU0*;z#{`O=oxz?{1p{NI6w1dRk{e$ zw)?IsB3uHVzu)zp!sxITSAVWAjBF!$`_n{UzNZFRcg!W$VwCf#Lp+2_rbT^-<H2db zYC`5B58^NMPFyx8e6rTTOkJLbFvsPw8?<=1ou_Gfhv>+wvlZXIq;j!LRC38%doB{6 zim&%J<ib>erv018MZ~08cETJk>|0C(CBG9rDOAlUs^wtC;DBmt3J0B$=~p)eaKPm$ z1eCAlKwR%}r>71FyVzBalFT@uK5#xXhsVLHL(!j(PqGp8{N_XxnS*`%W(^r1*l6Y* znbquM<Jk7OCAGC|tXr|r?!R-1GnMZ4i>_zmYv){cq(2*VK7LZgdTg*-B!pZ<**JS$ z?0NGj3l3KlRes%NLGRjrMT1Bdv{eMGWDl}1F0_^`6T*Va!Nwm~H?WZSW8PaU6BceP z&NQ1R&%#RkwQH^lvA|g8@onx0CN8-B{W18KiIsoyR5I=}F)}yu(4QkrwBM}hkXl9f zrB+D3Q<iXzp@IsCuH@E6wx52;z$eOZqFNdQW~B!6iUS#NF<)jK=+3}R8G|R%%NPi^ zDOuM}^kna*tas-b3|RiSzr&PpO8WlqRZTDH_>h|u;(nEmqYW`HwN4XGSwBr{4xr=A zyP&f{>*zRf+((3`Nry%L4v{WlI&wG6V;}lUL&1sQ5BzsDbSVV3&sNf4ecdlA?J^Bc zFFLcg9HSwf*RhwspN8b9KRwfKG;kblNz|>P!QM$=D2Y$QSms83Kf)o6vS(`SsWce2 z9Vj-Opkg3u@wx6cDpsEF+w<fx6%q1nhmKyQBJbS7drOZ~kv1~jt$2uvB{sQwivCnw z=`;OH-tynMk=^;JYE<+aZT_%g0Tmv(0R@AfDQLPcwxzI=g3~2tNt@Ft#NQiQG(Cud z3peTG<9-xW&xR`}nNmOrdlj~VMZtb6VY{pvGCJ=Cd7OGchL87yj;UZWmX6tci~a9; z_oO%X+*HWum<|aLC7j~kWc9A4lY|W}iv{zlNwEJE?d_FE!g_J_(6xyq=!$fn6Z9qF z-;k<flP%E;xnCV8l}NY{X;-nDLPB{>a-Z&~5Ry{#uXnx`!d(4vCx;jR^M97^sO#Mp zFu{uMs*q4&6POq@JQ9Cu46TPDVsaJ6h}uf)iYqe)y(i80VXiS0i%lzwl8muN{;Xi< zQDgl4QY4+a(ik6gu1X5`7~zuQ&4HM5BN#7L+i_Oj2rnY0%>rW$(a0})th(O-1$T`< zD!J=JIA!au0Bt?A9$v4xxlk7!l{CdYn{^>suTyXJT?efKN&&N{bucL#E4tQI2iKQc znW)I=AkzN_*<)B6J3I0u<vwcTQyKYXZJjp8SXbnxuWLig{m8$y3EDW;6QpghM;oCJ z-Sb>rwefDT!nns$ZCviC&d8-}LrQ(~C5ItCjJ9a$=so14Pvz&O2i|-X7g~Jnk>?}# z?v!N00zS%j%nSt(Zn+xqe4X7MEnM%HHOki}I^&l%M{GzF>RVGEd7RV4`ng8+c`};d z{@|&N-OzxD#(DE8R}D<X<-cbNX<$zq<;>Itbqp?vzVB<Pjw5GxFTL5NhR#<HQ)UmV zfz*DNbW21H;o(cllCG%Y;g%edqNFN3RJxY0E>Xc`<8rIZek!=>Il9_ujtcg%>;p$q zl=1D{+=N=DGUf;GR63rl1fGNRLN!MvJem`cnN_KXm%3B!0WOL#ANpGuz*59R=Kbqg zg9=Dh$~h7duYh0=?b+Q53Q#OO$G(;>j{^lCbxusmAyuv8t->WaShTrrTWKK&IiHe{ z)g!W)v`sU&+%F3w@xBktd9sLTqNrZIB!k(DGN04e%D~NHQSaMQX@s_Hmr`3UjULt} z+V#IuP`bC?T;iw{#@}QF)|pG8Cfz1t;eaGwdj?7V2$Mu|8tqS0nIw3fM?#$PB=Ir& z^|gw1k}x*7)ku3Rff$SNvk^HG@Y5;r>|ZMZmq)Lp6X!@^<tD1tQDJe2M%p{47l>i~ zyt;^{lcKN|Tb}ytvIy#R#+<vfL}0RNefFiV!suBa?8}K0MoEFFU7)8hOb*tkta24b zFW*zJ)=U@&42~7eYa%)m7HjWb$iwADR+n!+;er0_2z4Xjm#oWf6Fvbv%-tYFOC-9J zWBUpn3?2qVzA<YXx#-Gl-?%%3i#Z3HF5UP)b=`S1l<(vJ@r1I>zFM;HJ7eGSDkP+A zEs{{EENLMWp^{J$sgy*rx6#I1g+xVUixOpPQQAZb<#+ej_m9u{{dJvd?)#6KbLPxr zo-@~V-*#LWd_V9r?k@+vA570Lc+J7t=y<w&1qX@s^(l)>IcOQ$>U=DkgUexuJ*<N` z2qQmiT)BgTV*Q=v%eHe+VJsG3Xv0CQ=)O#S6%JfeZNJC=W@ANNqjBF;HVT^?cI~KO z!z@@?s+{PUn8tKjH4iqn`Tuv?aT6P|wHx+Vny}$CcKA^BIN^j1oqt0&3#o#-KijUb zuycE+`0XMVz8<~*=WrGahtB<2Rl1%9@y`Ql_LeLdztf}KqO-8Y)3u&6#6;tNNp7B( znc&!lZri_waAmOhkg5|CC*2!=cj+;af68`O0F4QL<+L#B1OwkHFD1Y2X28}|$g%7Z z14`LN7vgR+@IvJ7GsjB|_@@;tC#5maLrJ{T8^eJ4Y%HI<8v{8#Th5<hGceE3_6v{j zq^omHVqX^>HC8?PmmkofS!3e9yOa(_>8B5dr|9_XzH}++Fdf1cD#u47=?I8VIq)u= zj+u!Ke&;+0Z*B>QN)o-Ib}ZZKha?>~9?8Wc3_9ZS>ZMN*-mIC9a<}ZFVWr;R_Ledl zRwoB8<Ob59tRHSa=SjnPpV0T8Txnp64w-Zk&a83WN~*D>AwNZT_R(S*k^={;^R;Q1 z?|<HW8__398N(|q=hINHnElQ2BNeA3!-h3_sn}}ZCNfw}g}M0Iti|0_T;F(deOCz; z;?ag1JtC<1npu6u*q;im7Zx>Ri>Wwse!WJ%G!>Jxm82s=R2XX3r>y=(!GjgElrIew z{8;8XS5-#AC6To<TN5aF=~xxw5kbM1ljUk}9VkfAiESuWrC@<ywlwb>8BYzYc7J_N zM#seh-O^iR%-<cc=3qV<nGrJe_Az9zEBx$jcal+X?#RJk>&US76Lb8ql#FrmAiGSL z3?cp6>Rlu<HdMrhto%vBj;_<Y)rLsWeEdOxulfIaCHRHOokC#?{JESLv82KrLlSRN zgpQg+{)EN(!4h+L(e|I<gqdS5m^Hkn+YG(6-=%iCnBl;MgPsRInBt*kTAW3RDULJe z?OJ!z1ooEVX03K6@GD&?d1{vEkS5jc71xci(xO(}jbjY2b+oa_2qWwW+0P&UnsCL= z$4TabAp}nC(za1I#I1YdQ+x6Zuw~z(PoFpjc;wYzU4Ks>W{c&FDueVPn0aD(v7A2c z`MF*b8ROx*^b6bFl{}2+47?pU%)_A9w>Ju#c-SXMr983bA<L*PmnXpkL)oX|=$Iao zo0pfxwCce>Aj&8?R}aP~Mm~2X>S4?CNF^T8DRZUk&M#l82j$D%2kuMgVZyrj_|B)g z(Du1rDv+j&&W8)PC79?U`|gt0mA`cU-CxW%JXi;h{*=i{$>_k*=+2;Kn>K`BK1}Wm z(S|BbbxQ+V8#-e%`(E{HL4M%Y`L9Q{u)%s{z9CBsedo$-4vlD{h}PI2yGIjq0cOG5 z#5J+k?yFd3t_G}TXF8NOXyBQ{{q2Xi8nCHeYZ#iNjt;RzQTui3*w9-WGkHf1dR`Z} zG2UtzIuYz@KB0>1f%^FgJ5|B3Jd)~Qu8Nf-6_!`-s-V;4q?YDJ6?`e<yG!|{jM))u zhx|BY=;YciILKATrN-}?b|p&C)Q*qfmsY~Pua9ois})gjX8o|bvLc4g38+s#Q$T6d zCeflW1+36W>8YQRM`N;l-{cK>cwKU>k=QPeSZUQfb5VH+f7Vt#+#-kiZN{ec#&XbK z#MOTER2J4nNptk0vbbfyDV)-m#a+7OZaZyR2ye`ZfAm`h%&dijYr|y_vhl;Jxd~~U z`};iBZ?iPC$~UcI4@wcw&*W6Aj}!zR3$Hjev<MgPoVetrya>T(BWi!0lLR#<(=>=* z5(7DrLp&P^Y|3a4?7b}xk%7wYoj&4_w0pg7o02%n7w=s~ri#P;W_(Zl7co4|v3uOo zAcjbhYYW@z#gJ3!yLH@E4E4_=wf(fkAeryuF6u3Y!j5d(E0!2``k1BfyT`>Ulb*OQ zM8AwUs@l?hxVZWzoqBu;7b|MD{_3i6q1dax^&OiFuji_@mZKb;&Kz^zdWVDXI8hDz z5)L#rK6#oJ%Ykb56?>Zy4mO>fd2JF%xO1a(z=D{MMg%(Db>Kjc8|6Ti;y`BgM90CO zY^eNN>9lW(=n?UuB?UEX9MyAYd^*O)p1&IU<&i|6T$el3V$OzOk<V138XE>f^KZ6J zvEZnc`xnnx2rF(1t}JE2`{n(C)hR6e7bPDxe+LUzzx~tKE@5H0pwFeRGA!H|&Usu; zV!{4UzPI2jCa$bwIhWmM!v4kOYev~jY;Z}F;y=nne3JUJL_a1vIK6aLJ0_~`m|c0R z!i1W}KxhO%6FiIQWc7~>h#Y+}-qp&$0%P~s{S|~OYGG~0Sq!{6C%I^Z@MTBOo;7}} z8Q88C9;^ZeWPaXVTPaD*3$x!OE@a>*UsQtBARVjUZNB@ZgO2$R7LbM>(IK&^?B<qS zI{ua~sFXTL#{=c{yaF#e__s)ZI<%6GA2*A~ml)BZ`-&8~K$?z^P_--jLxWk%`2=&q zm9|)3kjQ-+nk7Gy3(nCH^}dZ65J!XP)uqXfM8~vrIS(5L(BQY=dO;uIOR7~%*aH(9 zAhcu8No5+A=6Bq2Akm<`vDGeu=$P>~QlKp1$-bh7kjFQuC}_U>UtB5`oPLpvg<ezy zMtc^O8&R=asJzaaa3fi+`t!Vx6l}dM&u)4`fu;G{g_rJ7Fz_F1S~{MBi7Ssh`!`Tf zQCqe=K$8OI>7BFc6bedb7f;U{Cu6!-*I?lnqF3fzt^LZ$u;A0l*GVPAXzQ!&kpMDO zf0!5i3?^f!@O0Qs8!|#iSM2i^BjebHcb{IqB4LUCF73!GBrwtfjbsx@s9D#tP$Zm$ z@AIb~tji$b`nJ7t7BM7bh*w6oxs%{PdfMG*`@jFYoKI4^!7pHesY*>0kSwsO*;SQ0 zVh#z>_j&IU%~9bi7H_oF9NiCOs*gW6LsewlMwbXP3<P?;c_wd$px<eS)r8DoKbGS9 zd(ad#iHqy+SeasD`Ca>z6ce2Gi1@Mdw=s%`BaTxFjggu=8<U}949B0WhMX5h@NzZE z{HSV#^3}SU)=`GoP<oC3D$NkSzUAgInFc6c7xSp`lRo}VgqRCe=!09kt^P6LOHSYQ z)?dr?A+sh#=p9oZxs&>tP8~d~cKMX^`vMP%F7Ja^hw)H4mcM21Vjk)(FS~za^YHj= ztytJgJ)FtOi~4>~4~!4S;U6>gAm{L9Ks!JWeEJD5Ryyl}dc@=UC|eH)Y{%VtJ9SYy z;2(bFs4nPY5h3Eiy12b%z-ooME_7w5j;)!}f!?N$&sPrWV6^;+{x>Tf<dcf#-=EdS zUAa%kF5cBf)?ZDH32$xuH5RirpQnwKmQBp=$65#!)K3b~)WUwoE$_OUnlLFpe&<7s zCVn2f{X&B9CFW!0U#B_^2=7v=TP&x6(EagCCNHRiEf-2n|EmU(ZM%+GM5^K3+pn{? zB-N03KADtoTNUs7eU8}psX})9J=yU|6~xAznd!fxf<URKYrYw&AR(e^F|%J8f*q~j z)AuXm3QOB)zP>UVM}kVNUMpc6rE;TbloFUF4Uv3b716li>z9YoirA)Y)*P`w5vF;F z%_vkrPwB~3b#@A9^l#}nEUEy7vew<?8p4^MOYPE*%Y$b8)AI5%dGr=JuI`hPhr3L+ zo_&TKE?R%~?u?Pc!JlJyXa2~dG2c~1<(4dp1Zh@&?y{J1(ODZVD2s_?_Q8kpG7!Hm zwl}$08qrbj7KiCcLw?ms=5VeQ+{$)83d>%E^Myycp9w6&R%7A1!#0u-_EB9tG$esG z*>kDE$0V?e(rx_jKKH8^^;R}VilaCBDX(^qI8v|WiTDz}Y;I0{`iM^)q5j1|a(!Yj zN^5*&d{GQszFloekz!Dq_7Jht5JQOjhvm#cF1~LtFUzgt;z?px>R=`p&bLdZ4@Yyc zZ=aePAK^;I*p7+iyNTmUKd3*wxai*RlbdS8#oQlV)kkzL3V97*7rp2F`&}|Fp_YTZ z=Zj6n3OV?7)^f5Zg99V?M`eDI9F$9s*a-P@koj?Mp^h2{FJ~*G?kwP7JLT=W%7<*E z>xak0-(o}fLiA1DT%t>iqr8g<Pu`eTeAynthOQuYQ61sRXs@RJUw$?`1780TttFgz z{#PL46blu5y+4>Gu)td;Yo%?<LRJXv@jW&RjVo>BgJ+q*(w6lNO-#5R={bL(l8Kso z3kuW-M{MO=MPD3XA|W%waJ>f;LE+m^y)|W`Y&J$En#07X^0OOkqF0QZEv!DjWMJmN zK1O;q1Fi=IzlvlKF8p?J?T%w$X~31sx55}$)$r|*y)y%Mii3|SEM=f~57YmR1_N7v zmuD9c-I7>C(lRHy<wjJ|!5=+zd@xdpOe&`%c`Rv#S~?w3x0@X~M6Vn-UL=s`Lx<>x znA9l35p8)5-XiUP>yyu_53`AW*(^CxGDpM99PM_M4jLxi4OPefqv6E!H5&gF(4e!& zX)fzD4Na#>M_2EsVdDJvKBZt9a>nOHFuZ8kK`T-Ev6_Ym?dZstb~G#>l;nS4M#HPt z^N$NO2xq2(ek4fHa40y-$z70!hrP=4*S@17=eEZlp)SG^ANM!6u2B(eyB;S}s8C%x zxoZv4DJPB?OV%%?Vmh{y^LrT;WY3w>Oj#;?TAyrU63$4LZF&ElaONwoAt>d-zx|W~ zhH6n19C}h!(?oR1$m{2Fg=Q2)BwmcaWI%xl`@rP`@)X?4etp|bgy@?BMXA4U$f#<g zPv+hrLuRhb1P94jR?*qq;Z8<l&IO$-CS>d%tzNy3=#ek7D{G8rNeJ5KeBj@@uf5#x zxsn?s<n256%Po@xj!U|hMidDWnsz-t!T;-ul$7dkH4zI`i~IOfEiE9LtGbJCg$2gm zoR2VHX@TV>3et3A3)F715*iS+faV3;k4vta!_anxy@{tewuV{e(Ywsh*EKZIOL%iV zuUz<3k}2M|G`0VdGeypY(#W@uO(5HuCT$yRg5D!5xi@BvQDm?@f5j1FbcZ{2HQ5-0 zH}Gf0@@69(y4J*9=4=Foah<ifNrs4(t-dF%V~E#9p;K`#24LpOPR-LcK-)~)oApil za8Z2HCFrG(g)t9brIGdVI-?<X?I;heJ~nICKHx#wuGY|~kO!%gk1t$L;-Mp{L5J<j z!)(pDc6$vTI`^dqx6kT9__Wos-R*kV^dUPlnQ+Fxul#-aMm;oDS8Chp=)rNJa7xG< zU69vhnwFI6Vt(~Ih4tHX!7NyJa>7;@j~Asbl^xN6Rl{WEmjoT0`J*CCH`l>@YO%IQ zrZ&DfxY&{HwGoq;G`gZq3*&wFJs$XI;he80nf*}{XAANT4dXQ7RK{D9F0YB-#$ltY zdNgo!r;}|~m<HCxsXH$-*8tzml4z|mb!cBuEca7ahuTzA^NJxg6lDue2=7&cMPX=P zq=6dZHToaRl&T`pseG6xpo(vO?i+M^RB%E>Qm83b1<Bl?_`qsqc<p;|w82;z0)HAh z%iEP;xyI+?*Jvf&H;J!XXRm~tUf;WFW)#8IkDHfrR1wB`)~3CZiU{2s-M{s`0v1Yc z82aX_fOy|Q%_Xz);Aa-^uV|Eqb-s_{)>ZPTTwR>*FfE58Y`f;SC*_b;GyLco<j^jY zoL9mphcKT;YpdI`5Xkc=oiUMxX2x@;z1L+h{Py<qV8}pOUU8@GV`=z^oxD*mC=F-c z>0{(TDU=4>Sh)B3BBYx$4E)|nBK0v#BsNMCS>9)>(pn^tEwp>9d!hsmCmq?a+D-ye zEgYW5b8&RUo$CByBaRKO-VN*I#UXe2@=U{hG02qOtB$P@1L?#I&ww&9G(_Bgr;#g$ znf3Q>m~0V4Qti9-jgG|pk*BY?ycj%IPr8_oaY16IIyjbdQLc5s(K3*Wo0RIQY+EjL zKA#(sRpP>^Ve7~Lgt-X6toZr%Qx1mn-bGqo;o#oJb@`-R4(63-o$VqVVfhTF@`4Co z+%{b{-_8Mj`+SokTMqm}G#=}za8Sq6*jd8QLB*0|dm@NFIXM*BH{QvHx4zRdw<0!* z(v-QKN7zX8IU`)Km*|th>hT3D*{GyfQJz?`VgB)(nWGdN$A`-tmUG$I#Z2sJC%UCs zmya=5%|ehSUGdpf7M!mo?Myn$!nBBTP>&xAhP&@P*U@Jot@p)^ehC&RTbSh*V@&kd zZM}P|mWlen%g<HLGLi1CQo@(Q#0Q?Db)*l`Cv)d#rwC_uym}z{M3RZ;Up|<+{bnFy zDD<2Q;f;8wwi|VTft<CE&!tx}VDa&)FYOouVu$@Q{;fAYyyt6Km?s0v9%cSeBYH)0 zOsns<7||<P`nm4obi{otb^6#v$D+*+%C)t0RC>~ycNEhxdRSFa=@=bJ*PTwk-a*HX zaPpI^HFT_sE1I!4r4!#D{_G^l(cwlfm7U@c9aD42y>31o9Ko>kq;E7Ro;EJAZKvT4 zqiOQv4I1J36VBje8ZL~FE3{ptq0yQ3zA%*rZ=sQ}gG9%?G#OoQx|xQd9Jj;5&NNhw zO?~eH4dMPPt1HxL*b=&Z)gBHF)bQ4W@kGCr*qekp4p1@hD=FuCJ{3U*7iHrQQqkt{ zt*P3AitrPX6{hp45ScDs(bq$PKu!O}^cxh^_1q5($)e!o{u6wY0TgJ~YREOXQs5lD zRPVSp1@GrA&t6O-9{=nU$oNY}(pB>%egE!b?>2EJ`3@O!dpw3bE|8&evu61+!jqF1 z3iD(_$na<BAImf%!*lb2p&+7L&Z&iPZ2yuVuQ~j4H-$KEI$^h;7{AF}-m_bXjOeej zlkp5P*vD;L9De=(*N2e@%eLrsnWKo~9eA8&fzIyF;q!=5&pN}qoo9isTSSg6CA=vo z`5Y7aZ4Q&O&IelB%wc8yYtJq+;fudum&HLdJU-MDscL76G0Tzpqmd>!Rh4o7sh|m7 z7mh!9L3B#Von{He&Bo}RT@y1=Z$y0VzJLA8!3fS4<Nd#b46&r6OxT}l2<0Op*%2)U z$a>+ryWQRZPx7XGTLld8sjX}&sYD+wR}JK!uh7RaioHsMqCPk!OP)WO<iVbAuR=*3 z55gMVH4jhn5F>G=)n^Y6$60NzdK-B#vCY^tW6s03_b2$b6ONFsS502;(nDc7bMx~H zdU%(sch(_D53VGQmD2`#c$Q^)kH@EnftJ0kMMJtc8|EGSE}!ru>422Nc3p6s+i&Yy z>f)kXvd%RbT@>7WeKBuX2Zb-IPSG~#U`D^$C9y{v>z~&D@pRCJ!SRYvw>~Yrn^zY9 zYNr-F+;RdcG_-JSr2ApmpeDMPHtTO%rwLZX!r2;zCR{cy;jFo*f%D|1h5TzYP{%ni zUD2tIW7)q~$a|?n!Yen|uu~1+wx~Eiu~WnHO9nm1m}+R)5i?)toGQ+q8ftjtpo*{C zIz8$HRT0Eg^sHE|f&<s~-PV{?#%%wmCF9b{h}#;bZK$CH)1jaB>sl4jwV=fFp{^pn zYuFpjzpnuEn#26zI~7ooQhTYDPXRYoTTVw4JtD1kC~9A-JOa#4%BQNy<K)~)cmHfT znD1pVy%Xf%cQEh<d7&KfdbW^S8f9_j<DF5JU|Ez|sLLg=WFexlr(`Nx1}|zmd?p-a zFdkSDclxO`_RIwS>ewcY3|DH|+BZ_j*IM^L_SPa)NgWV>AG!!hS7w`xx+U?kvFYsJ z)slFzSSIpao&=;7QdhafNq}nlmOZE`fx)A4bN}|QB)sx@yE#i7k$x%4PHV-HSx{H) zEhmnJbt?x?{}97;^`F{1`^7-LlCL%CDu(>w2K}8ATv#5TQuuFy7{Ur#UZ}t4LU8tq zS!xUyr<Zzf8D7l=qiTAUg%%f_w92~mlN`KtTT{*dh65YU!o%4O9Q3Ol$+f)7fm`mG z>4PyGoa9g&>_Ry>ax97(Y{<ctsZlL=9S$Z+B}VuqIT%y-Z%>(KLzJ56|D%JAs23^^ z{`H9br5`MZ0ye(S>7;&0VM8gVzN|2c4Ws;{Ra)x_Uw$lUzEAW>z5JH_4iaqq+Oovv z<tz)X)9(kO2U)lja_RlYN*3tdn}4e}v2b){%&XD@7W}u_O)JH*;JeRWVzCtqi<Cu= z_DZvm$P9Afj4)yGb#Jv&E)!?7xNj%Zn5ZsoH+gxOiGmsZNYUj?B+^A{D%6>9kw{nc zqB1e9;TB&%NVrkp`_sRUftJxGXTbsn&bYj^s@=~(v%96hdS3?KYzbl8uVuik$#>y| zIRlm*o#E|7mxQc1ByviEfz~6OmuvYLn01=JU6tsQ72MYJ_I5h5CA!Wg|3}Bf7ctG4 z8*~V~tLoi!iH;0K)!dg+bUfVctaiwQj!UQK(X1BJk)WWJ_D7M9I^PVfel8s)Jl>NU zQ95#-;e7fu4R85_TO9^yh>J}<E745D)z1g_cVDAn7lhYcxIn|jO+w>QNi^(NebBBI zN<-4#?)a&-G|cy$NNcj8f%277dc}|if%Mit2?{jSdmjy7EJTBCcD|&>JmS3l*Q>a% zsgVD&v%TO36$-{q=IZfO3@+G_b#FNpbqQOi-KD9h>`>&q8l}K2jANePLO}ra&02?i z3Z6Ok4(Mc3a3#KJR5X@?{IbTj7lbDQ=I^aG5<PN+Wsvi8hK$WGa<or&l2NUw<Ff1u z8NF(J*1r#s5feDGxNJQceB&Qxwpx(k@P~SuMtERnB(7ERhJ^B6+op5dNl4U7^o_40 z!Qj?(<*F=VOgy;z<1P|>+y6|JEhFJT_PsTm)Jd>ynQ9~d6-9yO`7-jDDENPRqz%6m zMQntCSlf;N-4~fXtJ`18Z-LQY&uzyAEZ`9SY}R*y1w7*nC$)tw5ciH|K#n7v(b;`m z`kFbm7eBld`Nj;RUCjp3@n(pBd2vLg&lJNatL#)`Ou=uZ_r-dtDQ+Cfwxo=hpy<<% zD*?qOIPB1~CwYwt?v05!sl70U_r|jL)*Z(1fB4BTWRDTj&941ut1-mZ?YEzf@EhWr zqisXP9RqwVYzx$0Zve5@Q0urkeK@v+c>Ct)BY}UOp6_OTOmDd993Z2QF3A+diMKp# z!SQImhdg){_U!sq%)_D9mhyx{Jd`&IjDGjzK~b74?WoJcftzWXBlCGscaR+5-PMD{ z-n+}sCg|a~RieyxD?RYf^<?GC>cMEC!~10)bW!ZuW|h~V3$=_psbd#(QTit7EoXx+ zwo`pmcd>OLYp1G_eM1NNFLRv=m+L@RNyAO#g*GsI{pZ1R+W5VB_qER&+PJccG`8`g z7HXHx$PYScLAYHwl&?h-FV%iTdLGfl5Yt~`ot`F)L^MSv>ou@GvqK_dmj=qh*w)&z z8qgb-srp&1j+O(*b-LE8!@BSIPai&YynUu*zR*?;TGF$>gbu3W&^bTyMnhG&G|z<V z+){zRr~aLU6)Gsql1Q#9Rz{Pl+E)*8Wr)%y1$85p;3T<HJiuHD2IKY2y;F*CpVMqN z&r^iW?sJoxrixICc&?T!q=;wvOYYuCR=`?b_0=ph1uS)MPbWQ-$AYS$xX^v_7}49d z_n4SGwpesarZ&l8@4);I+dbs)HvNlWFyYLa%g<JZR>{J2W8S5>AX&_f25D~Al|}l> zkfIISWMCf4RT`C&!Q#$@A2Fw;VNDlVd8ASbYkDR0SDQ)U@Z7sa{C5_CZDTSi=dcKr z*xf(;N+r>BFwjv#MH276EdTaZMiORbrB1zt66mMyXl(o}j`upZ=aUn~F=JjVA?GZP zy-UPv+zDSg^>REl`^1p3zAD2nM+}^8Rv8P|iV^RVUze*1S8hBD5*_X2V%*{8=z?r6 zisPwT2V=Pyo@wr@aO7g`>m<ME#ayHf9TqDlx<vZbrnZ|c99($byG!6T2ar<?eB4I( z(REGN@G=MK`tOfVW^*v=zir~*{*{eQ4^uBK<KVj0!$o}J9DI!FlUnwXjeZw5_O%CW z{NeU{ZMe*ae^=t&{v<Z&6|0oi`mu3OKV<VAQ=&r-<pt=m*(jf`4BbD%LYdO{aj{24 zcSI`(Jh?_VVM{$*NH~%pCHOR+=#c%D&c^mBEZkMz#yq`-g;*`Iy{o{&i(~Gw4Pq>u z*nA>#*(4LTm%ho(zF|W2H{aC<kC|Ao^z|O03?}YZP$e^VFp-&hCR@shiJhWtp9@u) z_<4qIYA3=(?9S+IzrPT!EQxwj{epp#2QgCz?=j%IKu6J<aK=SY{?l**1N%vp=Tf#Z zu-os`n5_!~1EC(9Q;8lic^~yd|0f+D$`=K`_t8Nb^L(6IO~-;Ca9CMDxUy<>+DJSd zPdTUiyxr+&;Ggx=Swe?U?vpVAT{_k(_<#J5O~=W@4b9ntbQG0d6ma-J!++Nqq3XRf zq{+*y{?<Ul&TC`adMjy&@8EV`E}~)ek(eKwQ;73EWYil*(D0<t>nwdMjqtBx>8uA0 zd%`cK7cZuvjTT@WtwBTo=M7H+Bx#uLPY*W`r6EHvWR5aMg_B=JW&S-X;#-*I|E`m- zJg>t=CFb9C^7)1OH&Sucx!lHt@We#BTmII23eHX3a^7^0g4s45iSNl2eCdq*d%=f- z4`+hE7@1J;$|G~%43&be70v#|pUH4+Sog;32^q_~*6o+cBg4t@(?b_mGRTATcFih~ z(WCr{J|;-?$cD$GM}|pAm>SbEBis<oOVxauOakY=nC4j@5@OGMm=PnqAf52O$CMz! zuIxe|S&Rg)Yy0wr86?crf1dosPeRk*l`{|Ci$YaasiALJ6gEQ-wVx557;-+DHa{1| z+E=+>>xgk?-u8C0p8xaZ{{iuC0|pNO007r$0RVWMgnbLRm1UXsyVlwsa{L`L#`qm# zuN<;G4dXcG7%_XX$;=@$@({m6?3Ls15JQM)ghcLbNJ@l+NMwk6AtD|Tkr0V-@6d?M zNJVALn7xRM$jr=)2-f<3p69-w^&a-x{alyV>$mo|zV#j6@44UmIo!`N&bfa+s>L0C zXgu=Je=^Fy!?^vUL;tNf^k2>u+(n~4?%pAvAKE|5vW^iCx0h;J*0+Ckd+E@2&sz_* zmvV>x{@{b{rTU@m;+po-q0RDwwfOwvM|HdR+DCQ&*25oZFC94a{R<!B=PUGkt*e)` zmkQ1m$1i9v9XgNR^S{phZ_u%G@)z}ZT@$a?vG?tXI#!-4>v3HE-|+eJOK{xcC-pqr z&OTqi-?5-wKQGQ1f%Dt+Pr843#BdyE^r<+0+xxKpt3_Pj`9t*c()xE{|5uOI&-+&X zm5y!ej>PZRTX5Xt3OL`_a`=3EZIq0a(FaDA^3GLP{c)5Y_vtrB$?=M7U)R4^$Now` z@1F8=-7fX@=~x`TbCled(ypJ5!tebz#`23gW*2S8_fL8b$DO`S$Brw0gwI!P(eGCV zKc(BfPk&E;w>ql_zcX(W_CIz5w%0#8O72^B-y_(+xCZCH<pDka-nZ|?d7gWZZo7+D z=<!N@-TFJ_JxlfPeZ#(q<6ZuZQSyBIR?fruUjH@x{<fR+clu`Di2aWK3a`6U_iG*g zWgO?gb^85|V`t#=o2KJ9wQKb_ZpSq^zc;7p=uXF2Jp5{W@71aJ`*~OE{x()m!r!}} zn#${(s^`-=YO4SHq3bKn#s0ldUyb{I^fdimcG@)Dw*}Mi9M|x7IaZ&YrpIere+~Y= z^IBYA`3pGyu<5$pwHKp1^^5rX{4ZkvGiKntreW+l{yN;R8Q0<X2Qa$MnfUy~FY&p5 zNk1>|!B}~H7CvA2WxbxRLD%E?UUEIIYdXg2{_Al+PUysSjPJy8XW@CY^>y+-b>a6{ zbm{TRuX6jO8%C8{<o@2k`*s7K(|tGa{sp5;#uh$*xnDA7e(ZTVIF7tm6LB0new&O3 zIoAE(yC&Yi=Z??&PQvHK!|}ZiIqw?By4o3kJsGzh_pft5=l|ZpvHPhm+`kpUeGxl0 zo5z_Q-!J{Vg`>V7!6?@gZp(Fy!sk6joTrXCz9%{VzS#5WdZH8efn(3IL!;PJ84L2> zV?Q199Mulu^NKwG17hcKTpjK2InE2m?Y#e9v|ZyolJ{5Um3+S8ddyen{?wU{8Sy~w z=TzWH?_1dJS@tk+U=8r3e9pRd*qujdmw_+k-QUsAs~7&4Zug$Qsa@ye?T;%C^bB38 zpI3%_8^>KfM{(!SJOfVbnu+f{4SaE@{)cXt&YFPp8S`m9erf$hic?*CKZ@TkpNr!? zJxYJio%~_l&Q3X7_wT*-Ol*JPH2uBKy(a-Tjy}=jiyU{|VBp_P$Ln#c7aXVi_w7Fh z*LC0>_<Y+Dz^TOr?7y}KyVdqK=g;pjp7mSY?~{Lnc{K7AU3)mw`ycP_bQF~exvY{T zWubB#JDrkK%2MZqu(?#~C^HOWm*SK{7IF()C8@{~a@&Pmrf92NBO4orVYZpwx1Zm? z-{<*0&-eR$p6C5}y<eC2doV$pM@!=&89*oI+acB>xB#4ky)V76cv@qdP`Z3mho;>- zKQDG6HW6eSSt*0WR<euGvw+n5aa%bRFYK{$rX}8>nbXltH{B5M!@Q9;g?l(4;R5fr zaMRd%KBGAV$hvZ0T(Eq2sG_xgT$*>dWw}r8B(R_{#57~2en|@386P+O4j2Y4qWnrQ z!-h)?AHsX@7I~2@8PJpH_Mtl2t~u%cIo!41qn`6-Ryp>$2c1_&A7h7)dCf#~deYw1 zT3osrU-b&pHoZW5x-9rtwa^|MpusARvS>HWb@=UO)d9R!@k=hz?SMkxwl%-DHXn)G zusELZOQ)^y%j3d^g&+r^xp>8{x~?kL`{_L{qo_mjCBIs43mHLXx&T6S(tt3)&#iS{ z*Xt*mJ_O%-uI@%9y@~6agICcgmrZ{s)NuYFl#Zv~223GdoKjsdwT>EbCkbPe*gG}~ z*X8D!xXds@DTXvwfBWy^Hz?DC_Y<y;+=nr^k(1VeICh#*>R$BLW(%osHywodb-I~t zzasAA%x4O=`rfMC3KMCZU&&rDe-h%qa?>~`_Y~*@VG!3?w@lhZ;)-_|nU)#-G`|x! zc)M<JXuxNo%?4lJ%c@NsaWUt(m2EV+YeQe<sP`^)WYS%-F|$if>fm{dAGQ}T8ckH; zbM<!s;kKWI^`kFGQmY{K`tQ6#q%qou^ClV+=j34aMyG`aZ3+{jK8jDW`zQeDqMi5# zO+hS&4K!RQJ+^X_=C@_=^?g{u7yUJc1huCdDN<DMqY#(McaAs^bz?Yqj9)~b;ZZym z3m6^~!16V|iKN40iOYis?UZSYxVRc17;(mp#mEkKig9g{8R*!Fk%~aW6#919hN>qF ztno-i{Fr=naqk@GDGy2bn~{_$UbL!Zf;$mO#QlQRgr!@fe=3#x2H_MZ(q_mQhFJTM zJdPL^N(#aw20nQc7mqBn#j7-$&VxPmgLz!CIeF~}ot?>Uj@vq~hw8Z}MyVQWOJS4J z>dZRiJ6E+0);uj}NMt$osmVA2AkC)7VnVj_bWvO6ZD)MNZp1XDh3vv^s1qmEg3yI2 zHXHlvj-y9g$-~vyF4>hkfaqVkcfuyQRjo?&;l+0n`>|A!VI$+K6Pt6s1<$gBO~k18 zV)Mx!q)Sxrf=f?&mIDGDw;FP=wAJ^6{wnaVlnLvV(>i$RE;CY@ug3JqkymTYH_u%R zfCba_N-++mZ<La{Vb1`(>#z?`eu8~wHT<`^c;7Ctsi!}l1z6lpzs&=~b)`%RV7}qL zO`5~{NE5=O8@2Af)0V|8ZTCXEV7Gdb0@D^(wgLlP2*MXvKIPA0`&EL=f0}P!G@=NO zalF5BA?*>S#2mMJ7h)JoY=WUWb1q~iT(Sb^icQ(;aJMRx%qx_}5Id^LBKtDuF~^5M zbXD`@X^Uxlq!oaQfYU;qKpc2(>I^=Cx|c{484alE;3~dk_KP5N6nuN_fG`ITL02|h zK$IsfKJt??8}u4#XRg%o-?f2B${mA&dagKDII=l*A_1+HY1e`W8uQ;$Nay5FG|+3^ zMq_P$W1cfT-<KedJ~>UphO70o!LCz$V})|Go|r)cYFvxq)vxJ%%=O>Y@DvGpBy$5~ z1~qlVl$RS{+h%KeSFn-LrST{y<{J(ysy=G6_-`GBXq_w)S!Pq^i#q{sVK!<iL>NI^ z(lSUDI%xxKMN`aV7pWpk#a04OG3DPw3U7g&HMnDi8NuG+Dd(;aOSGTR#=2m?L6$_u z`X&g*(i-ywGZuaTLftNYo%3RP<0an^ZG>->#&?>&2KI(r{U2XAvPiIP*db^&(2dfR z@<M2>jtZ$K7QS%`CizrA`a6=QCq-;hdG!C&t5&e)8iZTLDKjzcLyr7|qUwqVyh~2n z@^6{Ydwepe(@;$<rJb9<F$Z&Cy^w`A?4?N$MRg|RaDJb1WGPLeSRHvY<}iEC%Tm}m zf}pyEIk$c>mt)hQKdY0&v&J521lZ8lx$Xsd@T?Zgl4kRr*~yZZ6sfZUY>Fs*JeDqp zebAH+9~1Kn%nn5zb@hLS**qYeX=2SKP0+u9wC}&m9?4t#AbI70^8(x)y!Uqg*ySnV zVa|zTf_VN$b=>g*d83y*1o2JwcNC$MxFlUe{rl<2gv%vW1xmA12;}-7gW`koM`3La zJOq>uB0}y2ysK&6%eo1Ab4vSEKDyWR_o!FLmhjGu@(k<|$5n)(*KvyLV;&=C+dZx< z_%sK&JQY4MTZ(@O==rYA<-T5i0=m{3^u9YRZ_FtovO{A)eHDhBdStW`xhNYv2)6!O zw282|K?Tb#^IZkoaDF#Y?r5qVLdejcty)eVCqT%ns8{n<x{Kjmsat@?%O^M;U=An~ zv{?zj*~_~h%Fu%wTPUNrwX}k<^d5S>#&Gea@_?F*o*bWlaB1R>uhrECfr&H>Yl|z2 z+bH{S5V5lnXQjO#H{rVkR&OK1$VGw?+m#L29jBK<zz^HH<e4h#d1qBfM>li~bO%sb zuDnSGpQJ&Wzj;9w>j+7jW<TCpvInE$o>R<x>5~4t=ftbWrY7&{j|)bn+{Aqgd+8y+ z%4DLF1mb?+I9ah_5u$=c2LV|b(wWyq(<DV2EPMvjniw!&2CC<WE0E1-d|Z9^fI2_O z3%ZVau`I}!`hs5aMLK@4s`S+s7+60E*TZvTy#|aO93HG7!_Ezk-qlt-Zij6Lucc;} z!WdB=i_hZ@tMN_()}+y~g}vh01B<!lt&nPyk*Jbg@b9RH4VN6%upo-j4%}wgRjoL@ zbs>wk6!bvpA84|;lczTP0^0=ty;kQgV07T!b@(n#$v4uDj1q&jNyXwgD7_72ev12? zeGL0HEPX6C=R4vFo3={nsQ%UYr%37ouAdJSH6Ooz=9g7NCY1A7#J>acNC+9RS1;h{ z4`AyXj63dKQ7C6N<?kRp0<1?{iE1XDb_QBx=5$8PVIp*e7LR&|3bIH>v}1v9dU1K8 zyy6Ji_gHK{2#-j%K}iNbk@l7LDyzbf+QYRK>`vaw&OjLd^*>{F$zYCEP;vsU{88z^ zn4qE>CLL==6wk!ZA`;n}omjl4`paWdodIcNM!Jen;=Z|5MxSVcs2tI_VJFURj(njN z@1PfBjuTkOl<htb=)d8!*o|t_j>5Sz2V`?ZA9%5$e2os=WusF(YAfA<R-j?9$CQ^c z*P2tYM;H0a@v8*u;8(GMk9~j5IK4Uz{)Pn!ZsI=049RtR(vQ(nOW3Qx{@1!l)f(4j z-`bP3b`>bbk+*g6Rm3-Ku-kz0lA=8B4t;KfA^95fK6M)}KBK-%>Z`r8ym&@*-)fqq zwPlsQYcckP(Ir1DK(zk%24eGeNl$~mxO~!lSlS##m~b%D%^&~&-*PBk@X`{+hB<}9 zgXRVXsg+HhzJ7~+gwE9V(AVB7VO4MC%c?%FW_3x9V4susc#;t;$SVynf6>TOm4(U+ z^3Y2E=0t44`4Eof@>^PPc^1Ss2JruMDmQX$R%;5`RW1e%y+4=lbwMsu?OTe@iTxJI zjDi!i{ah71h53X*Wr&-5xR9G`IyuEa6d93G^T3UEbdgwuIntbk0-xDV*H?x3sD>>; zlfgLEOtH~o%642&W*cLPz8b?!_8F{z?WqcDMxI}6WVDgK!7|io_EXL-nalAb3}F%j z-!UOri-FMBFzKDeV0d%ptAy)Bo?7DBa9Nu0N_w6Eo3=Vij$XTHnq+(Y`cm(Xz+&Q< zLOFRQr{O}t178KT9kt$vOrN10h$K>0nMd6qv_-P8fH^K=%#yJOP??VkNgb&3qj`~` z?y$@T%;YbLpR`-rjvd?*K4X13n3(hs0>q}H{Mg^-zf7YZ&^IX$&dI4iWvX@UA#ZhB z;Ck;YW^`7@iT?7^W~x7`OjNfkY_GZhwECRlu4np0W%re9{77A%d8%03SA+WHa3{vV z+lPDrzUw}Xt%b_k?$bO;q=>Ciui#U=7aP0r9Vo9r*qriPTMIXnVGwSNGuA=R<dE%3 zJZU=mP*Ffn{>BIV2u;B+=_o0hr8Qj^Zd}Y4nae&Wex#oIwVDunYv?p~HO-H29AL*} z{vVlb=WXR2>hLu$4+_vnJBOR8T_3RPv+Ele%0_cqk!*u%I-qg8>M7bo$bClE(H#d| ziPo)xZ<Bc;eg*b4UxI%^#P=)<!l%?aQ}qZd3&OMIOX}#rL4EZa8g8>1`yeMklh-Nu zy3mcXXZ&cMJIK5=fz5aZs}vk$u`3#&v^0T^sH+c`hr$(h+&)C=!O}&{*b!79|C;$- zPNr~IWf7UiL<N2)-!qk`Pr0q}>;qpXS1~|#CHk<vP#tpFY4?IKLIK$-Kah$1a|}>} zyxA#vTS_?~OZXrMex+U9$Tev7+sIvVra^s^{QeryGLDJbKlD<QL0P>=^ka{*vQcEa zq<72B_rgjVwvA<ErlOhw<9{4sZ^FO0UCq1{<!&}EFoI45#;E>6d|%u<=8+f_H_GUc zZ9@}8%~e}q(JV;5Xm2{qL*txeYt4>zrvX3hq4WI5Vm?+ch_^iftmi*EAozn_Gz5ry zpwot3AaBJ!lUKX|aX&hY>-0KNE5ZBNHiG&9_!S7@eI_XE-2w^gPzW{@D!B_OqoYVL zE_@?*7Iu$<6WhqJ8m}IjVs8S|*kDJwi=j5jb#5@+SS$FW*fSxcO6mTUJX!5Tsxusm z_a*AMA1yN*>>b<?n26oSm1rxKH#G&r_2aTp#DnhI1=IU{g8O#574>S+m|Y~j`2p>L zxSk=mp)4>yd#)nxgEe{x9GBVVi^g?8TsygO`LH{YodqY~mxf8qIc>l(!8TlBAgw*@ z33y=)ge7P)Zx@7nx~E8EJN4~I3=a@3o}Cj&Tn+|*_KM4BtNjLk73b8YpCk51>JM@s zG{@RD8qf<DZ!f-j$DU9o*|54d*RQHy-pzU;53%12X?(as5PXGyCEgZl06|2<25A0B z^uf8RPCNTf=jaUF)r_|A2>?Uc@m5*>xcvMcoDRI&2khHyq79-EE!f{xyE1FS&_1+6 zp<$t6`Fba-LBxL5wLD@a56IsxGW?3`MpKc@fthM>)K<=sr&jx=K&j=#xIM7)kvuq2 zJJEFCLfc?EwTFjMm8GD-Q@r;Ha0|fAzfFBJIm;h4$TP((jy_|Aa#ZU#|8mmIq-tGU z!!8BIei+rJ&s|@qQFVOGjh`mBXqrkcHFMO}nIp@n5~2>SUNDnTz_z_FyG9cP_P8Fh z{Ts6QBkEP&qCwlplk!dfS?Rb%p2F5N;ge=!Tw3N++VAZmhPQUenR)rwLHmg90U7uq zUh79W<S@HOM(R+fZ`0YDwDe^@qX@Lob%c^7ZzviQ{1gYN)LrK@V3nzq(I)e_SO-~p zg@xWFEOImdjQMHohp{IzT{hWE3q1&o<Rz_Y21~?C;cA^Z@wEpvf4>U!*4Pme#5YZG z2BNkvy6zn=g}URO%^Dbj6#za<Hu{=y)^!>1eS^kc(B{N8ylc~+!&pQDMa>yfDM$@P z!<p>l{KIDdiAP1gOFHJ6+_?i=2BUj?D|#0+Kb37)O%=!I+G}V$F?y|-TQDe84YmR< zvzBxf@$ug?E#N(FGKU_o&Y-6K4*Do|TonzMEbyYF2TG5OJ#3bpq1G1_mJg-K8<%NE zfSx!*!H5aIm2~`;+myHiFQWMA7NazKswx&fq0Tp@kTc{V%AE*|a<j;q(`_dfDzmNj z^G1);NfpJ+^!fK>Zr%*G1kT5zfCZkvFwo#ZB=x)m-G(x~5O_ot#aj8UBlk4i3J?k5 zp2;>5ZGTj;Ufz8_JQ0?x*x9D<ys%$JOT51Z>=K9D^LFHW0;U9!OYStI;3~XT7qBu* z_jpBpf&MGm9-;%_oPZdHwq$}f7W%ettq6N_A4^(;XqU@KKP!$dL~4w>`TXDIo>SZ% z*F7&4|HU=mie0BH*N`5NoFaLRxIGU^UFsWC@%BlCf&Q0acX9ADbJW{_C9=&UC0|{g zKobiM+eTj@G)+>AkN2HI!luMc6?@=a)AetYpf~w<89pb_mS!dC{HxI$R~qCqE4Sx$ zp%O%I!gC|Y9SPM{R)9M}LGn9zd>67OP)AiDIl?{IC5=W++?AYxekf+6(N&uF$-f3Y zx9g;}`B?csaoRM{I0g(#N2yH4A))B<7~!#&+=Vj=w@2)5tkS9_ljcr9$h)J=9gk2y zk-3Z$U9Jll6L}~_d73MzYIpjcdM743zETB{<n$Xq;5I9cz`)i{t~~hNB6tdMX_MLn zjcY|DV*Ysp&yw5E+?ev9r6dd`3jl<$z&DvvUfg0%RR<hlCUfo49cW(iR_+i-;Lgx~ z*jBm5hY~h|vy}D|<zqW~FR*{OE_qay66mU;^?}u7J4x!BAeFiLk1^}qK}S1i%~s_` z!i~VIW>eo0_)mJ~;w>!h?TP}Ox-~qUESd~YSy)GU+NSt?+v^Ab*!)NdOeV_icO+<M zUnhOGZCoFBSCWgVpw14~Im1aVe)#A7Bzi(Z3AzJ?%Mq=uhIi^u<A12a>hjy~b*HFE zF5<S?9*6G6)8+*oGn*YVa5q4nQ*Bfyrk^@Ckyf7L*(vY1Z*`l$Mzd%6)*4Z|2|^ye zhUEiMT{&Fkqw_|xR>vPchQ?<0ANEt9wC=HSFPL~Yuniiz+$~D~uut1H@OeGQyH)v5 zAM^_4p*%b~vPBlx9`Ub#aekRtvH`}-wxl1HIh}l>-BBqmZR$Ss@Z?ps_}$Zix&jJh zp4wmUGzi51T>Po}D^9zFHQ#4$<i0&noOqTeWOcF@8?OZ#_8EZw;w~C<7Z^%#>37cU zd%+sADGwEUPjX1X3cclO^E$xCwW!^f0NX%gSjO*VP$n1;@?*U}4Y?E}@uQXDKV?o_ zam$X5J(KGr3RBOKuORi+|He;$?DSny%U!TMQB_=3?{s|AWi51gJ=*$R(F2+TpfTb{ z!jy3akG&NTU5@)5)dR$>p*PNy_URivZ1}uTb0_ta*Hx|R&4h_nT^RNVR6CI52XX#S z(|V$kdn(8aIRN7-@NV0LxrK*^@J>Ifw_vLnEU<x<A0CLc{Rx-x1M>wPWU?qfkhd_^ zbls3>B0D2FHTH1e%t39iMyQxyiU4~y3lB|chXG-uOPtF?C6qCnUE$x6%hDr)W$;~L zyC545(o@zeT?<mP@s(KOu_bm&`QMgUlCUl}3s%W>$|PN0OwujPCttHp_^@a!SAR`+ zBW-OyI(eC)TyF#m51LdJk=d@b@jaK0yH+9hO~JC+COu@>K%t-M%W(fKV8n!lWL3Cc zIQr^Bzd5NmVghGP=)&f&M=l$SX|rc2r3}2Wlc3t@E3sVTR;ZIv6q|X<J#eI|kU*SP zrjmhQwb^p5izp)?RR`^X4d0Uhh4|^rOiRBsHxN2hhOLRUHcKf#6CGa%R4ZAvSj&7_ z>zX9i&QAX|IPYGkyIzZXiDUPL!*|%PP|ZH-FMpt#jt>|VM{RVUaLYU`oPUako9G3Y zVR{o4!L?1jACE8xqxOgqRj(wX%U0PjkD9Vx6TW}f@YFH&E}g6``o;9s6(+qPNk*xK z;A_ki$=LFKa>Ep_D07#u%zj?~qpRW9U=Vu4(&eUbdo0*@{)S*6X$zgU#_2g|-SYjo z<q!@trPA{h1<U^UkBpTo-Oa8inK<o6<nElh`%rsJI2R|f8j!%el(=J2FDB2npU6Y* z&a{Vv#M$7l3OS^jHKB?dYKt>#-v6E1Aw%DEn-v7m^#_^VN#13&O-R}3CGU2gE;~ga zC9Fcf+58Ey54)FM7`2_D{nhr+5j7`mIWe3H?gdlz#iU7mEx7AsoGXi?!WrPg-J{`B zQb>LwKCnctTSbifZo4#&$!S763vPbH%?vHAK}lkY^}(G<McS>Zim>`mV9JcOqTDft zru~%UaMglqWHQEcnY81ymj(`kOoco1ajV1$_OpR2c!OQ@J3A$k94=mHQC17%ilx^V zbAJ@3H?Wi&xa%w9Q7H(+H%w-)_Asp`;rQtaewbP6<jEavE|@lxMol{DA!jPj^A=)j z+t&2@BJYe&rMSumeiOM|QW<6k?L!1UmLmTcJjr5P(slWJubF*LKs$;X6IYJFd*{T~ z@Jjt-fmz&C4QZ8UkNIoL5n8@Djy`vB!ipp(yVk`VBNCsA^0s?k(brcUZ*8KvR!f6I zC}}Zj&KDok{Vn;gq5I5wSEBMKA+N0U4>k+|cc>ztXakH^k$$xx<_}Ou*QI9gB==CU z{@L(c#XHmbl!VlA^vjgTin>2>uR!b+cU%K712^<hUU$(v2UU_ca0KVX<3`^OUtc=h zwjXJ8{2&3HAr#{6Y`;ph%W{`E%16^U>3@-(<Gy2pjQm>0X(*zouV#C#Mh|tVk_`l| zW4<9%HzGEVpKuNW<iIK;%W)pk3O(g@SH5?MG!^^YOwhf3K#enJyN2z>N!fQ{+vwm7 zp`j!Kovq@onX(~vi)BZ|I_@t=C?}brAe<A*NFC~`(bJHwy=#KabnR)OJ<=Ar*yGw< zye95l132x{kQ_4C+1d*l#1AtXgyCfRMNezAH^(M1h_;>$-qr-H5)anqCmqo*BV3d! z0X^D5+-cYL21?(IjfV1v`G?JMzDq&>R<^}2rG9pjS&J5-!$4WvId<7mt=&`yHdQ02 zE5_;PKtK=F466PzLVmWVrq>w0mFCx(K;^LO8>p~zVC6d}t-3y#hJw+hnVzhI*^JMU zztFHL_LMUjFk}mF`aS}dD}{qAdkeV}SK{N4?U18*KQ^;Mrh#0;Ed4!9c?PxgTJpD- z^d_!!Q6)Qlb--z=So_E_sF64|x8A99{1L71p+ji?{hob{y|m#3ufcs24mSd!1Z`ii zx&Sr$NUtj3HYVVz>Tks4?)hxpS#AMj*u`}@-hcGJcRUL$XB+sUSF(lwr+}y9Ei>mi zhi2kfl5W>bO(X*63T1Ri4z4%k1^BDlIkU&7vYpQE`Rw?fe?Z2+p^N$_ul;=T{1aaf z#k$qDo=w+U)sdS~xo-J~z8|Y`F>I@8qC2Fw`B9^`$A4}<O?@wX`P!YmNSE7j&aXG5 zU)q$qgjq{9y#kS|Z0aJu@m-F>?^;3r38vxyB>3ejvUmEvVI&kI7x@19pHx>L)=bOY zdR(&m+et|eb!^6nR~pXYFR`M$TzRWM;!Ex(sK57)`4$PChxmoQ&j{LeqWqu-^{+Dv zs$4tmHF}tQ)^pyr@)bs5PQ8WW;#u+z2duhFO&_S9P84Gr82;}v1o|PSQ#dZU3bY~# z#E+vb*?#J=*QGsBr))Xm@DRg(pa#$qW0IbjCyJa-Lmra35l2iCs1t`rc`vXZ_G#=e zu=tPwRai7Y@4YQfnqHgAjKSO`bF0ogAT3cTxk?OC#W_<6?*Qy);uCY<3NBu9TR#!7 zpf@Yt5fA80T2`Ixu}Ip&Kk?Z!k4H}2F+V@r*T(NmI_p+Vc%F_T2S{Y2l@Z_3b|^jW zR3d9{T<K}`7fH=c8vJGC(4!^V*G$#nkBpBE$?y0`H5}c#_<TxCAAW6kUDd(S9?yH= zaNqIiU~#p#B?Med2p_Ym=mo!WGV2>`UgvAy8DKwf?~62t%=s(+N7R1aE=A7ec(~@l z$CtJrgc|$<G1`9iPOdF}us<uZRGyQJq|Bh+P`>tRHY_{6ZR=`uq7BSprx1J6l!k#8 z%mLBc;ZLBzbfTftuz&~B^Fx>A$iquW$DD!r?Z{+7Jas4DNBuHJE!zHq>uSi;8O)*a za>RMcZK5M>K%QdKz!PbM(t>^@JnoQNxc_6a3jX^UQ@X6eOBH+bS0{=UCf{v4Ve>&N zk8fe_vrrkjo9~q-^@ROPKTK?h5hV7-9Ks&`0spSZ1*t=$g96M~5zax^)4pGN?du$i z3(jW~zB8m-*#I@M<xx1$Q>C2{LgO#;r#rt##-L~RPK1}FHejTD06f)9Z6sdf{>i0N zKLs*zdQr;Qhu;nMPjFd0IqSO}0Qn>_*Fa6Rl0EHht$ihE!_4@NvDWDmR=2}<4u{}P z#aqV=`6wl%LBP>o1Yy$oGmeek2`AMDZi}%gC@YsxW4_;P2D_r<*F&D$czJ>EMMG<+ zW8(Eg@rHczji8t2g49|#xP_Muc-0`?J~&zAOiHZQ%TgV2)^2>jv%zJ_KMH)RnlCv1 zbe=gumhu-mq=q`0BZXiq2gohSwxO?iaFN3BJ7jTlRsB|4ygs%>wf6rKPQ`>SEQEaZ zIAW($nEZst?7kxPKh1N2C-c4d2lzeQy4yUiAPuO4p?GDDyfw-3iYhxDi0D~CHSPxJ zvY{WRNM)S~l(3*QQ+Uv`@I%tc+&`E@3AzLE@AXSl$VX5NE1kp~|1EGk+HqviAwZ96 zG4}|dC#pkbcfb1>GvJ(|%@-@Zxxnp?8|SY6r@NZ?7ytMnh?lTK6kWom-5kX}rA45= zT<4{r4|82R_5q#VHP2aSAI{1m+^fRn;VwG^i`lo7>k%ynw3SoB*ZjKu4Y^oC3_@ky zBJ9HZc0c7iH*2u<p-vm*VOg}VjecxPv3%8eBsAJ~puUH^kZwWU4lJd9=}D-}&}^N% z2Gf_V;fgv+_<qs{=<1Wp``?z%J(d0CI=5Z)r72NRt~W?|4fdyQTShZ~#Pyt<rkGx- zPt+RD{o$$}b7D<sTZDw^-R#B(h(gF?&*xANge4^KyX4b>sXb^T)W3(n>0cu3rQrtH zYjLau@G?Kb(pGc$BR<hlb+xZQex%i_$y2+7vErPS$el)yn_&j!;ULIL7m9LI?;qSq zD}|}*D+guA24`Mh@+mQF)TZECQ5UYUP6Gxjz!n1eiu_*hfSYnQ*ZNn+7;22fSY6Sh z9k2;^cw(BM<NDAe^|z!MHvsZb?g$_p(-A)gM$PzeOk$V+5qL<O_1PnyAY=A<@K<}0 zt*rHmFL00dAK^3?gQn13;aSQk_Mc;O&jO;bCTjz;l!?MyG)9GvI3N2gQjwa*trCNF zuT+WyxBK3Z$R}7)mh<lN|7O~a05_)%X?fEPN3bN+Y9vwTcH$w+DcqY#uM$Mwp*N7N zu3aw7+2aEz33e%{ohO1QAX3)qsy@H+ZHwFArSy<(Gg<o1jIz5`r!x~SiW5KPSzYBr z((C<-J5-?`sgGiJIS90G|C30rYl|b=9TNX6wreKFsAI46P(9;*H8yD6jJiYAXIt?; ztPe4W(HH8-MWqksDg{TO_P3pq9E`&r-(}vo4?O&_jhv&q2DB-vc00%0cHHfzdCj<2 zdb&K_&Cp~XRo6hP1msQaxw@49v#AY5K7+7K>m34h7sMYDhpd^y4t6OE@w%gD)PdY) z{Z@BiQ$Es0+Jf!IUeQlkDIOQc&V`S}cUhU2RZUpbvMUPdlHHsm$-pn*3piM@dh_Bl z3e3Zt)E6-ubBEw1|6NoV;(JkF96g(WxzEEHGkg_wuZhB(317f9jraiP=Wk<U&f1r} zYiJMt?pz!NAd3>Rg$njsw0|m^o5^L}Ye=6?-C-IVw8H#4C(ENy9N6jRRTS=zpFIvN z)p70*npCz|xmkW}kV2bin&$-qS3!QoO__L&Qi=sOz+S?77sW2^aHcd}K{vB_W|4;( zGahCGvh^`Ue%x#`=sQ<vNl)-Pjq`hiK$pP2xejO!f1xi-3P@L}k?RFt*N)kgA=#gV zmoWx$aQfaA*E!kIL)P|$)Frr8+$|W*P|zeb>Zakw)21I%Q8rHjm&+OODGBx+^+znE z7V8E<Tgwuf##2^SM>`LH1f`nwt#x&ffq1(TJD<WUk>^{=2i^m{?f^T(mZZ77<oW`0 z>g>7U8>)&0uI#DdWoc7R9HrCu9J?W1i0+Lzh=0KE-=*M}h9-pyd7;x<moe^oAMFkv z>a1^#B;HL3@DIX_ij#ly+yvO<n4Bp6E5Bpz<2(`2!ZOht(pYD1&#q=9en}i4E!c4! z8Ip9}LR+sdy+4%O<TJ(md_%)Y!yydg!&G8nt2Be@=Z@U2(=A7yu<VIvG!6l-3-aZy z(d{`Y8{u|1zr*Pge2FGq6^t>g{Ku8mjkUqp475;9*w0wL(i?s6ZWL>t(I0&j#e?wH z(=LW_iVw(d`bnISS<ek9dNknlKSnD;0sqeDm@FqU2!CcVrP1(>&PVA*lJ0&fw<moX zuUMyScxL_~<~#khmBTJ_c-%ud%|arzDfJw4@x^ROJj#0p@RKCtu9{8XY-yDXbRrMq z09>)h0Q(t(%CC!8D0ZL#$N$te#P)4%AK4_9<*MIHgWxghl!UW|ir{`-7(J;$*Ciw< zDW&0TraV}rgwOwndu5{bZ`!GLoQqYjXLv2IF2!O6@}*QW*`5_@b_s)&lt1>w$)pVo z4`@NBV3PVnTb9`MLC^FfL14j=_N%{v7lziVxf~nmxSBj;z7TK7#!nV7vjO{QCux4j z4ScJ72k_i<fRF`mxTmQnZH3Wh=g*A^>Q%-Sy0x0aZd2hO5<2$}#ZMaB<Jg;)EJ^_9 z**0&}4bdp;1?daf9&wgaDMGO_`8Ec7R2}*b_Suebv3n)$&j|!56LKrDlc$z9{w7{o zs?n%Emtiwt^;MDN@BT&-^ucBNLB12->T<l9&_LW4fH^(Im!88pen{CFzEJ_#G@*Ta zU$Z}e9*%9s3l(QS1?<KB^Y5U(f*T9jnBcX?UuqaQ=lelb8|?bk(@SF6n^?RgKEUjW z`nlAbEKBNRTY7Q!+{D(bpyYI}#R>C-rvlR%!;u@Rw#83VDYp#+e+fDU0M5)yhit>e zZ!G4t*AhZYiv{<(?^qb*x7m7W@;UR-GMe`q_5q;EZf@$o@}IB>jO+Ynr1xe1M?M+A zHc0|%+?$h`VlSb*a=lEI+t{NmIgbflaf;0`SL;IwfBcezooJsQbo-_T{a);}uy+a( z^q@ic#ja;CnSsF1T)0Rp3*a2GCmNA_M|WcIn$_y7mkDRxW4Fzsyj`=<({3`2iC|d~ z917OMS@8oiuhWc|Zdya{Ct&CgHZjEtaG1FR(+_EdWT`Si`??$$b}JT`L0qdE$B_G! z5zSmeZqF(IVJ)p;*Ym2u$iOtx?y46}Inm%#0>8m)MHmVN4T+UZYBGQQ*6cOP%{<RH zVq^c)yi0wrVI=@i+r%0CIc0}S9@T#_H5Y$Eeb!e{AEMKV)m?^gq`Qa#?b4(@^LwJo zyka~0fUyo(t$jP+M8U5F)N0aRIkL~Vo#pdiCmuw>9N$PDHC1gAk^clai+ABqqVQIu zDQ`?1#8=$uz{m0S-ZgUF_A^t4mjG<l?auTbK)5hTlH{D~lH|$C)=wC?(V0GVhgNH5 zJZ;1)#@qP7>}R?E>}G5)CZ!X0R64HEz?NS%PQ&F#VLdAA^>F>eu%3aAAcLYIIPWQM zbve0wimSWT+;mY>b5sNScc&+$p6_2-6k4i=y2(e2)5R^fj$(tcukQe3E!p_k-{u6J z0T;=;e&Z#p8mGlQO0!EPXDS9WRM2Cz$Ooe0dHF8*#({|QT-)_4_|eZjhH*^5%kEW~ zw%ZK^9|AVyHf5#<13a|uVP@1`$-z0EEcH#dY|FfjDqt4eEBze_d>66s>41w}bd#P? zd2)I6$P24C{I3reeM_*;cy?<Oc1b!roQ^$o1qK|UXlK=d3eyqeRKRE1Z=9u9+JF2N zke2lo>FC9yvpaFC8tf8`GL@%n5I26~2V~NvI{Kdk=h0TkRhcKq_Y;GMX|mnOpuWsW zg!!e2giO9>T@blj(<0Tyq*o|g1HSl@PrKIYXqFt}#f`o~dBAip#|8HVU25ozTMP0@ z(u56Vt!>E_<yNMH7S2r3rJo{ipK!Z6D8%<dPC`G#n5p&qo}22^d~X_xsEMgnFDX!l zL{~&TTJ-{S-MWfoAk3ZHK0CvHUjW*KX=&PTd$k0}IXDn5`j)tshTDL+7XDZ}Sv=@^ zmHKWxU6kBIcikniI602DFB!MzdskMKrKp3Nj2&m5Ve|Wg{xz=-Lqn<Y{_jh~bYHhK z-D_j2p5sZfi&E^7clC%2QrEJv1BkRzfq;YBvlsBN@X?p<^?wX{EC-kjdR$Q#^`D8i z-N=!-K&qt6&j=kD-;0`UzXY!kJ8R-E14v?*mh_#2K*+%~h>qOPn)cvh3i-|})S5SL z5U%0BzRB|`4~e!!6*SR(C+|oSToyV~D1~pHFr2$}e8XUvJUC0!efQ8p%FP7mZ>*FH zfFFbaTVec;z(6KZO76Uus9=b*53rq9P!szMPkbV<%eQucqc@A&lL`Hq?8BY4hfj?Q zZu7gq1&)DDrcRff$3r^7=Ff2d-osX@PKk{0SCYAhgV9)SU?grmcL5ko0U{qO%s=Qw zE7nb|hn)roKFa|Lm>yj^{9Q{MnZE6M4;e3u^B1?*)mZog^w9_j?vqq-l1<8VEB^rd z`MIYY3&sk*8lW&Og~yj~z9~)uiCKQ}G##OmbN<`LURhc({mQa>SBj!5d*ZG&;JTJ% zNt;wCkAbWnj&zfM%5@nwGFq)5-xT+&+b`8N9J<0Q2TDP7)E)QivKkI3Y|^HQpmkTD zDEeMMbFFVg3NoNyy5bAIkNS`zd{X}nUv>!OflqN!&eb;i#iu)A<iGdzS9ntu4_}Xb zSnKpcO`Fi13G`TuSFQO)te<kwv}q2PzrdDpi%rx?v5#H0*#n!xx5c+ya_Q2o%xs^X zud}uHG=0xp3;pr!<aH2KIw;;u<)MF_lBX4iKa#^-Q{1zbl?6;6kOz0^3vtG<C_|Q} z;2&b;T-%JvXKeAEOO$Br7e2X5eYE3;9<oi~S^TE$l3P0=b;xUjs}gfCXVCQ)<5rhR zp?vAzR@F9ry=PJPS0IRcmASmSI34+^Sejmjh;MuJ8kdfN{)GiPWp>2uEwNJ)ZZ}Uz zuLM@|;iy}6s}n8`5W~yD(!#Q^kH&Mo64Jall02|acPNDud~2F=jDN|0ObiiP=8vU& ziD<<UOBT1&Y>)%x(}^!X$<D4v-2R!TWGZ%yLd0>G*TP>C^QUayjW?<G3~P0!>#y`@ zu9N|pdTiv50iAixUFf?cNM$(;#ms(O+Sy$>qTQs}X5c$K)u#U{F=v)&tP6b%NO38! z`5f>P|B_Xn9T~w+!r=YmneMPFaNvmN9&cF5Mr!oRj*&?F|7gm{U-<JWkD15SMzW1~ zPqwn^V_OupXa)G~|Az1(4|&qIC8W)ySi`blIf+TmBO4JEilTKwVJMhVdb8}+xV<<( zW`S94+nn^DmxS)9>Bggq_kWS03xk{4Ry3`-##Ul;cmfzruKyVx9rKLGiFLcnCE}a9 zW*_QrslQO49aNi)A=|X%i+$iE;dVJ|0RF?9eOf#GXOGwS+gYgN>kvEo;aTb-_>b7@ zrHR{lyAbg1wjb_~ki%*a;*@*%D5XEYK<mYyilAz~E9(C?O8qXlmQk@CZSKeJG4iZ5 z|DpJF0AjDYpq()+l|fecW8XRSFQ}Nd$#Vh=1+)h(QGQp2W|A#ijC+&5Ctx3`I-*t* z7Z>&Te$nmu$x_^tPfg0ii!01&hovn0+Gg7ME1ugV0iUxI&e~RU?*r@B!Eg0g${u%y zUCF-P_D->ijy$94WK=vJOA`Xx3>@zO7@f(y^II2;7!yhySVS))AMg@o#8jc&{U|u{ z{&}Loqx%lWn7*Y7ZIAfpYjDBvXW9igP+aZz+}n^l&17{bx|DC|4VlQ@MSTnZnq4Ib zQ50w&c*P{ww4<7)YzfeN7xpH8lR8w&`ATJCg1AK!*1i7q?u8f|(pA+u&HFh;_XYX~ zdG>2fb-TNCxLmdc-s8O*hA6M+`?>I81;FJ!?OvV5kHj}!(}gb`UOSwjyf5+&HN9rE zcw-?6F<P@yL-^}vyLPjFsQaq>_9$T)HfEnSYu3wtzADxC8himpxOG#rFC`}?H44Js zg!O1_a;?Eu-hYSSr^p;sI)Uevz>cT3aNU?L!^Gf{xR7VOz3d$7p=basG25x%3%!O= zo15kPE57xLNbFfqu3E*)DZOmxU6YM1+cClG_Q%ItF#?uao@jq%HZ|A4>B@w&-$))z z!=_+Lw*G!5f1+W5N;Xkb4?*antH;>OM*z5Q38z>i*J?%v22ZIk8KcfmiLr<A75S1! zTL}|^rGS?UzGCbL_vM)%WS}_zvvdgO$DfaxILtVv3jS$bt*!6@+>~$V0S<uvBS$P* zer%vZ%f~ZJ;~`sk`D}e9s$VHK6yuM@zWTJ{(i$Xb(<YzCfp>`WYT;26+Jg;F%%Qof z!SJHx`m?A%|CLTQWm9dkpj7p!J8<8~a(v^$5#mszpO$4uYZwcqpq=sWGtbW6_lJ~? ztmIMZQ|x{S>e(ByY|-$XOQ|x<>1ydXv$YbY_Ig==lUe?F49~}(ylHmst;5r)wJ%ls ze^6o-5M<z4&uX|Dx-|JCfjpKx!*+0IH}5E&HSQMQ@Mp?CUuic~m|rhe?!f~^tn<x= z*wTNxAOqB#(DFD;kpwtr(s<3BKgyeqyE(dPLMNlR9W-S#J-7z{hAg}}`zk}M_Kh{i zq+x9r3q^nS)jhE!0C^`%xY<h~S<NvjXD32C><M1w#&zk7385k;-@I7xWj$z0if?0I zfX|WcT8N)TRH8znVe5S-sE|J~FZ+K+u>X>qa}T{W*w3S^#!#DJ+RfbU59(vjv)Yio zD<<kw?7upUofnQTTS412HeB4Fu4};svyd<BfY;o;|2G|*5L(EEbkO^t72QaqC-;1Y zCswnd3)&s}t9)OL>Vp43S+Z%(i>^TSXMV$4v3KlJ|H6u)R$YV!Y^@)3^6Eq%LBSGR z18NuC1@iRS#vAT}M;gj|NzUY%$%l^4Or1*ac2P|&@p9%eYw-`ENVk$#4qmwjn({Bw zMa3<|sfHkFV&^XSo2~FoFj3WWUMT9{SK$K&181g;R%~IK7YW&RRTstR4vvk>uBxsi z`<pwFTkbeK1?PpC9)yrTJCkgjC}+r)e)(@lf15RVp*q6juA=P07N~XSUQFIK_I`<? z`VgP&k8`dYDRWqx1dV!>=wGAt2}<{hvKBWynH4+E<BCNG#i`d=%(9Ua=E%SG3q@PF z@r+|j-7m-=5^<Eev)f=ZVOq{#^_2@kT9MlKX{Y~(%0_ShE#c|2muHLhcaoUf)OJOV z(dHr8q1FC6?wgujIU!SaApzV2(QY+I{xy$gpn`Tz=|=!|*7>&NAL1f*x=*0+J^b_W zNuxXKNcF9Zc-$k5W%Cv*|6^vfBo59VDi#dok&iTH-aY|c@xGk|hCqLM$O30CPoTXU zw#bg@BV`@O=HF{S!6p_S{papC7&^cP%9998YtVx7i8hwH3?1mLO$M52X>ujqfj#HM z&i7-)?BE=_Z}Z9^&ka@zxC&NH=Sauh*wUSHo?u!>2lpLhSExgJrlG?B2?YK;hzfN9 zzpXWN%@TYDUG4v#kE%&<RnI?Ye&VS4#?9b-zpglw1-P8$e&`GTLO97KB$0rRCV)R7 z1^>=I^#NuerTrn&F~v^O7>E>H+?2teFN3l@=GtD3_@&-Qa|iO_<ERUGQCz$5yklj! zjR>E<jmb=EzRC~pPMZA<36)?!fFJf7Zo>s?ya@VEgVWNAMCg4-<m}!4ZPdNJl$~P_ zsQQ(B2xqD60st&VE)RG%2$juS%Hbt#Vpr!bV4k>XOT)7SAF1N-<#4##cdy$B`VK%z zlE$^loxEm5|CcwN2O+o*4t=W~T#YAy9ztYI`IL0y!06h3gJFdlIN&kd1TG~mt@3Ou z-&HT(=-$5#8q)AGZvWJtG}uSj7q2<NGKvKN&RSgO8H|M|nwf2cJ)AvtI5Kux{2J#s zrH;rlKgUvj-mAXO3&r5t_9QX#>WewvdB>LCm6EUV>w_h>-dYs6pwa|-ni9&^1oy0j zmYNmwe$2g!!?UnpTCUm90IeHI!~n##)Qw8j(w{>kx#9;_(_W|>Zf}YC%*L&#FTK~d z0IKd1Z~wR|Dz`C)$PdX*Nw4()Oz4Wvbh+!dn43kZSZVH_6F8t-WXq)`5c9crOQFoH zb;q0f8Mk{p+%^PH@ZRmlfsY<MKLW2Ho*SQE1MEh8)3r(SE|{yI{)<iYo1*`on(*!O z1aM^eJM&MqN(c{T{Z;I-?25$Gx1#j24fmrCiLs|~pSyp-b>tm!?(A@(xk={S2?}Ml zp-XUB>n@Hba+1u)(u(sZ%=pNQ^lPIVddlDN?U*~kX${K7)Ehd2asbbLSlMg`E(51? zj>)@sPCP^&PS(4Il7<dnlXV;w_|5Aetsz$)NIO+m^EV_|(2|w|S)Q|h$9;V`cZUMJ zJQyO$o&{bs_dr)So$RFl1MZNkR*6p*M&{3KjnGyXM@(1y5vx94D7Q4~XZKIUOj_Uj zuiQx>JqX*{=W*Tt7vLhprms6+?C5rO`Q}4W+e$^shw~u;#8+zfy(MU#IMd~|*G>L) zam~_xR8YU})1lAB>1v<4b%12M58CU*m?~n4Ko1;`JsNmKNh%%x>yDM#QUo$pZE;ES zx0IK&OsxC?8Ij()vy$Cfc`^3*u=)tPuA0z+bUFT%_ALsv8)KBNEGHl6=78=bM@-!F z{iF$HbTl3D-zmj^RyCFOonu~{*H;D4GJo$psQlxgel=6KYFs)y^dI)|aCq4Qa-XXs zX~G3($@jW^gvcMszym`@>3??GQPWh{zeo7EuA}5}X0^}saQ^i+^`%%3<fo%VbL7&y zm}fTrC@yFq1p6Pke4TrLcS72ParXhqK?PK`mLd3k>0Td*n<0li6?{8OIodw2{75n3 z^{>JHKrnX8)V7|1mPunb24(<v#i%bnj#IlA#Ob(C3iJV_=x4Z}^5kqH8aS^pAD)Co zxizHoAu`I@=H$e`Is%p&fzahO;^=2Nq=voB2q)1aS5Nn^>Tw;Lclxt@3CQs~)SaPv zN$(0Dh=I2057ZMe0s#8k;K?uQkwkrVTXUD=!YS%c(@uY*dhn9U4#sSJ#3${h?q!>} z6XSA`S>ey%2;M|dlv`y^UxMZYSdjFZbR*&WdF_S2X#{E5LyUK&;GraUuqkK1{L@Wp zwfyUn0M$9KtD-`!lzk3bFEvb3`F*e=H8Cd*f+VDh6oow&`m+KDQJxD|EK-Z_+6-vB zm&EV9`)2(T{{;I^sdvt@oyPcY-&NU4VmuPE2J*KDTIf9<D0Q4PF`kcPC@X$cZyTOT zPFJok=WF*TY#YxMratlAu40#RUxF-*l%K>$O)HfN=bXp=eOP~_0U9;(>pq&8)?-Y= z?rgGaVQL75DnuqlIvesY4t$ux+=vbY)<&6|_UuwW)Z#E#V{01%r}!_5`#mC)HZ5Z% zVM`7^<po5*2Z#6dE8~LdZmi`S0>VL|$3!33`7Sl(Ik505(p+|c5u5hhEN&;lpx-)= zZ=yk&br)3ykM83x>9=Dp*D|1pl_6q9cQqKelot9+;iLGv2Ks{T2_t1M8Wh6&;MQN= z)?z~9N|I&Si`i?0r>1_Iv=~h833c3;xmU_>aeWQ>tZ6eeY)Q|%mY^j$-2vGOV>VJB zMy7MD#pycgyycWcS@=3REK_xgH_mK~to*mQDPjv!<av_rp&ZuD4BSLmF_>G8jTmYQ z_zUH3kSyuh*w$EgjQ;Z3CCf>T-bRJTP9vE0H+C6FFEKbM=Npe|KY>-0CS#?Ul0){m z6+M}7OkvP$Nb_*7E)dwLgHnMLF1tW4ox;rrC5~Z%?y0giX{H9sFTJg5ligR4Hd)R3 zmjb*j2)44Q$HHtEPabz6Z}1xG(-iaH>4$due~43SDq&#7WkvJ3)E-g)IRIOh)_?L} z?A@W~BVnUwCePS|Mb*Trt&X9@yt%bCdq>~fi(8sz0DM0q+2=LI)zn?H`rYW!+R0RB z!=W96MA9i2`U!N)?4C=%9*XYsS?t`-f1Yyw>Rv@OA$3`?<JWR8cy>XOtDAqa`D^Eh z=HSJ))7Yv*>B<8p1V3n@5Pv8gdGr!Ef0UV+Y-KxcmMX!w9hJm5gHK}?R{ABjVL+;r zq12|z3YlfE&Bof^4hJ*H{<EX_q+i_oQ@y45v`Btp#9ID|<F#Bh?2NKG8C&bxYITKr z#*Dr`1BNqG>R$__k_^aWg`XGoZ)?xFvgnAkOI4W~Nx$wloeyF9vzPuZ_Ykjg|6TJZ z;m21jw5;3fHJ@xQG<Zky4ZMd%oQXPx`f;YmG2)u(eN;!d1NOtgF{`HnsW%(vr?z?> zVEq-mM$?k$<;nu<1ZF4x6;!Ty$p6R|%Ujs}l*wa5TbBU~`w6j-Jp@zp#T|9cq+r}< zn>=L~cDX-?5JtPu_cLNNZA?AVqn%Z_^XbHW#DwJK2n&Rc`tsi-Ki=T34CX4&quxLo zP~Ps`37L=+V;tu@gC@*&kabcPUaC{r71G;dXX&{Q2Ak6jeTZrkCz9oK+Yhy3u+cpn z##y@<Q)d@RLVGNSX%KDtEg=7N;tiEcDe+)f$;)3l-Sii>SJ?+U!EqZv?TfGf0Db;& z+PyH7acp+xJk3w&IklEnj@a>tn5DCkbpuytJW;-sj<mp?N3@}SeRCoUvny$=tMNvu zOmS0$e<>Tb9aimhiQp89eQ%0rU$j^xd1Cycu^1DHZ*{`i3xhWj<!>^*hCMCQY}WBL z2O!;@Es%j-k>zZgZ&f^<mOX9N+i|zRZK;Y?<S!q4#h;t8*uxcKh-B>x7i`=5X3~BA zPGB;5;WgaP?G2IH=r?H7k<!CYJM98ndF~#ZrAM8F4Pew^eWV|a4cfGrM=pVU`bFbM zs;V1($ZcZk6xx?N_%4R(m6W#Pse5KPK(RE6=qu@?l~(;2r9D<0jCoVj?}08jL3whs zXDwl!(iV~U6UU^Xf{tJ^r*&s+%do->aiP9y>r`1?3i$9^i1m5d7IjRI6(M1RvPDJF zj8bH)7mG1t*8Mv?0%_Ame1&*)4EQ75qe}1}t&{!6!T(89Vu_CPl<^=4mPI29tt#<4 z+Pff8{8CDdzHrCu)VVp2(X)IfS=&*jAC^ZBsx@)F8UI+DOIc(W=v)N6;XmgY)75q? zehscmBGF$|yC@URpjqoB%RkuA1>8cj3bQ0R2>qBTR&K2d11vk0F56EVSP#atqKDo3 zDsHgy#aLiE(XWIu;PFLebeGyTfa{12aFK36p!{KTzj2;3Mx4`6I*JIVFL@FaqFwcm z`AMr4fv-wK$tU^S9XMW$4j0&co0Z(kf35}K%a)l&RR!LN|Ew|-vj5-tEZ?5^XD7{9 z6{8_<4)4?7KVqeWYX8zZF14qumLwSy`f5%CqWRizq5QSrEQ{oO82<XXm(eo+3)&6( zG99+4F|Ih7u|zvp-yPL{x=pt&B^U#j*JqhAw}JnDk7L)Im;Jeg_j*O*Smn7FT(Dw{ z!RUOk@{$}X1x??bz4AMwEb)I7or^!y{rktirEYh(N|L0oBDu?9p>p2tl2nS$$YD99 zQs%T6J5(xX%UOk$NOG8^a^A>cIb=DG9L9#RVYZps`M2Nxfju7E`}28U*Xw${o|oy% zHZ^K>L#HvvO{?mFg4^(=zrGGdnD#?fA8FEOmJgg!r0VVN?_lW`1P|FW@7cM@2v3nI zxhEC@M|s1v6}L`dd*E2eRog)yQBB1-<*Gof&X+nU@q<GiUsV<^G)7kRG5<n))Muf- z8&p#@C%UbKCd;!OU*(V|$U@Ky&Z<0_eu3)iEx;(5UV5IEJW~0S<Erg|o`iogRGTVd zFI(5`Ozi1luP7I0;jFUx*=?)#i{J`kavg#_9{1G9R++<I2!@z>jd9(U+_Z+u7Wj8( z54C3xi#I@$LOae5yId75H!bP@!k!|C?_}t5$mq>}U=G}BG02NbxFjXz)=g3S_}w*D zD=!a%fLJ2ep^A)d;s3c?<r%YDc!8j~adf1=e8hjM5}m~ps?qx5s*Uv7rP3Ew#pC#A zoQ}p-)NSgFKKmV*`FKR>8UQ``$g6hhA2DigWXorxbaqK}(Yj3^?+gF#2l8)^)7l+o zRRw0a?$EO%i%a@Y{>EM~9%Wnx3W%$H6@SA)mY((!*y)_29N1oI!&B^|+^0!DA3R#? zymU2<|8EL8w@q<V?T_{g%lZT<<_SaQ(f4!!VnaQ7&e;2dfPZQFeI243ca@c5_syvv zsQNkMKy*8PD<c~DhCIBV_MF%BL6rMFSPm%6)MdY8nAqTU9%(u}NzCbh9odvt4EIn2 z;+O3>wTi0Mpi{7Uit?2ja4x?~Y;_@v63BYeB#6lVVG~0)>pLlmJ16vdX^}(p{h+Y7 zZqz=E)P?AIBPdw%4H8NPRaEnydUKBsP^v5H2Z+GT9k|1or>0@|r{V}Mj(ribV;kS9 zy!%~Z<M@)N<7JwcCh-$Zj|rNq{>|Y!+)#Go8`$&fe|#+!riLuL<CQ$|cFz2631Q)K zw-9UfQe?z1gKR(&BG%%5#RGbm|3k+PE27qx+ZsBCeGSveO}U7_Hm+rXe7=NOuXx+7 zm{rKZ|I~dIAJ<0Phn58I;Wi(0_#IUeB^*a!(D8Lr3!?Ajl+T}Lh%YJ|V&JpO&1Zb8 z7`8o<lUx*!6P;K^zeeFlhLe%6P;D;_xxzfaZ`{l1i*sc@Rl)B)z3kN*?tBD}S#Gbp z=FyM_TU-j3&)+7fF3^V^>@}BFkCKo|O(o%`62FfJK1vg^-F^UWWuV%_?He_D%><2& z^&v|u;G*)lIVM_J?#7t6p2DaNDZK>|I&VHmiDe*B*|fwl@&2%bY+<~pakl>agtrhj z&FJ1O{kg|AKX|D5p3bELm>G<g)N3f39Fl*8o0vha7UaaGP#dS4+HB5`q1`H|0}HWW z;HPp+wEMJjvP5mGT=us4Jl|6fd4bWC7UJ#(A=3zJePUP<A?c;1V$7#C9y7(9iL-Jp zj)RUXNOwyLMGev1=piu>$P=l>aG%Q?*VY<0Q7^)sZ^&t0+Tb!V2e_UanTYPKf9c}f z?*FVQJAt&X?<f2S+_Mbj+#aN8&|dwqIn1opBie#GUuO}|))lcNHxpcceqt+irunl= z!1uD}sX2k3X*D}U#y3|eF@yGA6l%xDRvxiC87a%n7d*$cVvoQ(8$t}LdJF#{9F!EF zlkT+!v2I=rY-g3%T)|w^(5Y@>7#1Wu4OZpuimDGi99qnCsHm|^4lA5l3fiu7eE9W^ zMxl>3lo>lJ-ztJMyAsu-Z80d^u+tr4iOG;KN>o3$BMA6z1s}`?grQ4hSJ^7`V;`OX zS7xcx*1e<2g35J8i1IN9iOWDYov~ftEo|lGD}!4je8m2=cFeun@4F4Z-_cD9!D}xU zv-?rtR+u?$ZKY#}R}@ZJcPTmxWioxfe2twUj6O^=_Wt1+07~=NDoKwyKZp5g7~-um z*+o#Q9i%>KAWa3TEEtMy$WglU@|5~j6<3ETH&RIZV(b`XRPy^H=3ZFLx0=1|zJ;jI zL8%*w%&@tihT*2`K^k^|{*9(yV$M5EKp}RV%4^pY`^?k%kA^Tu`-yj9Yqtag-%US# zAZNOEMOgjkEnj)P=J1!u_;ZBjf@ZmFi)h@F;2Hc$IY)?~6<#4)G4|WId~EcM=|~UZ zw6>TQ>>0)93j|IL8Ji$xvG+vlYGAz0dAgy}Tzp`mQ!)S0RUbEyFt!0LYL5I$)XZ2u zp{qW9r9Cse3b5h`lW(Q`R$AD}56n*%dM4Dq?<<~!(9KSg{fnXzQyp+GMN4eFH@++o zUqzTnp1IhEN##2x7{N6uw)@kpz&TD^!tzp3l(qyQmyl4{>_t)eogE3BI<R=@vB^K* z19f{IpB`}&m`y3HD6`a;%>_-*MaOEZ$+V@%1m#|mRF9WVY@uJ?l6GG1TS<{`7j_0N zT~FLVa#r!Z>S8Ny-4ThA#NVw5RARnQdMLI~*KzW-DzB+52(hA=6RMN%pjxRlpuZ3$ zj70&Br$`rUND>z`?{l&VDpzxhknw!M?L6%KCkXt1<X|;!(&UaM2ztU3kw&CT<G~eQ z41T}OVjL57q=jj~Lk`H4Q6Kct=fuep+EgX5b%oF#qp|M2IF6}9!VDz71xu=9jW8AI zRo8wWwCcEuJQ=YN_J?{9=e{CNI%$Qgc?GF}-+55`o-xq82X^ca$+-%;4d!(Y_(I2O zFDGUhT)}pn(EQ@eWX^3|i`SElSiDmHC^C8GS#iAvmeWyofCXQFVd=H_VbV=@i0ps; ziXl6XolVcfPhF+Ej^YB~9ZCz60#>=X^|av^U5`DpYPPh((F60U|Kc*lB&($19(SDp zY9ij0KuhFF&Watnsb%B=M^uprq9vVxi44p|Z98L#c^z&xPFwkyyHV!Q_+!2kQ}ySF zuP)}HwWm=xlo!3cplmN*UGq#T=gA3O-Dwvl?jp-Gvaom~gU>kh9pYJswr7<R2R3w= z*Y{(SqTNE9KQ=;9KVG6_?fbCT?Q!P~2UhiZ_9JhnSbhu>J(YN?xwy-qldL^Xs4Bz{ zr_J(Q{_=et0BLy#WWP<s0l(&lJ?i({1?L>%-NhkY4gac2vzdu&P>+cKx8JT`ruW;J z3}<hkunS)kkoyR|JPmu99kY1ir&T9^73j?|5asT2Et`;8ch0=06p1pw=;nZ4h1&-m zBoy&6TtN`1O5!B0T!_(-lsHA+4wy>0=Ro|jqWYAbA`P04I!&%y=AwVInD*Ehq5qWY z1RThRJOMTrW#U*#QQzs!e-ZA<O$#uqaoLtbi#V$mK2UOJE<)C_F~jb<u0{m*!FRBd z@Wdi-xdDaMSg%{=XCJ$b+d9z&Zi_v!31&QEI3V%M(fr8CdB%(BqyaL?n8_qMJ2pf1 zhusgdZ{-P1rJ&X1GEiP`RR7x{7V77`%9H>v;3C|9Lp|T?1fa}d+?!PQ!sG>)2io`5 z#AOFjkk>W<HtGCO<yzY5=A?Bzxk=uTiwr*in{z7K=}nQtxN*G<v<E1Zv{JXz5q4W4 ztn~~u0)KZ|YMVE8Ws<ZH<Bt9Y=4`d`_lyG>)jt(FySi&06=d_*KL_73M0ahrm-K(~ zG?V$oyxp%b^uH_&8_FH!wkfW*v0Te7(q$!ZjH1*HRbqb4OFONY(x;*~IT;f&I!_NE z%D?W!n^XivnpQ!#uLpNSjltF}hHd3(cZHs<u(P5cin3dy$V_oK`ixgX!qk(APROQw zmK!6aN$<}o1kMm;;;CBKjt=}V<77Hrx{ZCjDS_LlaDO^%H#A0Hk(PbiV!2uJJI1pf zko(uTi~PRyqF_jvplO`%8f$~)BpForL(=U2B)dg}U+0rL#eY1aE_<J!cBM?kx}y~# z^*|3>iIK|vT*e2?NJ{-OLe^4>x44HbjV9*x_LO$pt&}WRV^hYRy_=_*b-YE0_-}D$ zYEfG6d0Ic%VnwMrXXU8;Cn)pxqs84wgm7|_&9lk;;sOf)Td2We#>;lVJkmb6jLD0z ztAFcaH@KhuCk@1^fNvPKnrLU#d5O>JY&+#A^i|Nr*!nSQ9Ci?pw$UtXI|fx8R@f^W z2(~S@;neTkJ$A1pN`Ly<ZBYK2pss2wsxGsiL}=nDKu;uh<$Vj^7R29kgr&iw5Q7$t z*Q&E7l>>k;ABA&yIHTMQ<;k6hJYqX<Z-HiV9m?m4fCgWfjao{CdEU^x)F*gp-QO@6 z-PnoyH8qdO|G~Uc0Z!tlRy>CpX*tysdY;+j7=Ma7fu!ZMU~hc@^ulF+b-Nd5j8s!u z?iDCU_(*F7R+q4N_jW<^{EIPu7c%DH?+$YPIV2JYOTJuN;tT8~!T;M!{04he?74K0 zI1r6$J;}rmg4Wesw=G3vLGpz$EkETN?O;7`TocO;;(nRiGayU959$77I@!m%vzPK- zxk-=tHah}u>Q;?TvS^UE9$qOF;h4HXdXu=Ay#kfKrYY|d51%}qq+bNnlAUcDqzM)o zeH~Iab7EEX#zp8pv_cwQaogjRE)dQgf!{gxdFRkET#p{3{|xd%zuAbL#}Fmh$35*s zr`E_-07_@+8^0E!J)79Y+of}nuWsKW%j_AW>WVstRT6_36F(8NthI<`Cu8>0HT}I4 z9<ZaV8=$RT84Y{!(2OW!0q^`mZB{$@2w#o&KDYvAY7QEADachFB*Ko+R*R^5td5{v zBsWC*qeWX|iUoHI(@1}1_gs9Uj)Kypi~FC?S7I96a)#Usmg*O>-%uk6O&5q7ku4XO zz+O$;!*Wa$$63_Y>&F~gT)P_~#eiuz2(r3+*}|C2ddaRqy8<a{uE)X4jbDQg+%ueE z4@4*ReLh*uA{{ivi3BH^7rPm5e<_q@aTEvXo<_A*i7t}51^8Tpd~sSMZeg4P9+6G_ zBgtsc=ui}&c2@~SRy(|N2(K+;8h3AmeJgYjo}j6{aSIf-!{=j%yRL_?K?8>b<|sXe zlMekWw3(LD!JBMBnGMRB25Ih7uZ0~IpaE{mFV_(`A|FyAGSLzydApq}q#=CrxVsf5 z^7J==Aa;~#V!6BS{d<-_>MokLX6~oAJk?2F^1h?2kIox&gR81Hzxt_LiXcUQiU>nG zwRZ5O>&*x`y;wT+K@yZJaWNIz4Xaj5xm~DD;N;M+h57NwDVkr?7rY{;RFP(eO@Wak z_Bj1xy5gFzCQ$y7c?Lak?=}$1+Cj%z(=Pf>M>lue)I<5Bfbgl@za)+;q!HW?mqPKc z$D^g$y@Sm_ZoCGg8cIo5^&>8;F1p(Uf1`w@GmaryzCoi5!GT^S!nVgzM^^P?Wj$-I zzn+*T4N=RH*xtIoX{L_r`XiwBhC<O{7WcL4DJ4Y7<u&4AQ}d;0Zkjg1Q0Vypc$GA2 z`%+eZ*<=mftO&BP0}DrYF|7cu_VlQ$id_^;3qY4Rav$pfSJ!n`+6`!lwc5*n^#|=P z6tI2SK8}(pruz-mOKAcc?w+8ZN{~FzAd6pPeGAuQS*Q~EUs!vAL6cK*Ef20wxJGyu zCJ}yulx;^P@hUWV%nZZhklGgZO>KeIGV8;v>Jr_6|0-PCEB_qg=}7dvqI#5QS@f2* zXzLCYKB7(g_4RCB^Te+x_#~q7D~wV6HdtD!1kL<5ZugC_qLV@iZjPB}ZLcIlne1x_ zMZ$j@YC*)<kFhkJv3z#jdnvfLA@-NNJJ#+h>Kae>op6^E!=Upg+cDp_J#|UWH{=^s z;*y3P9~7SHRP;qqlhwmX<y+XWEa(!#uH=^}Hy#D#)hNc1z=w~Gn6=l)G^_t|6ejJ+ z7c9OPx+!rZb>^8uLkWF5Z$VK<TnOtXP|cq-=L*gL1I+$QG~o%G3oh6lZZK^ddltO5 zsp@52u;AB5;S5aivRGnuF-(PxNOI`xo!#-ZX4vVUr)lRvT}C@cG+(MK)~nea?mp1B zpjy+fXrCND2R#@!oiT|YiK}iL2vT9AwcXUTuc8?rrd5_|Xr`zv_)S)w4>}9>Y=Kl1 zh7?W)>E1x~;}6sgir0Tt_ly%Sfs}MKDb|Uok3D5%tHLnN*%ulmrq`sAn$-~f(2^*T zp?j{if?$A|;k{?jB$uJrB2(t1<~siCko)$M?bGCUM8iJh|2WvoOU}k{QbVELQ<2Gn z^TbIt&R%}}BA=kdKpvC&iCZ8Id6u_)Cmh9UEH?3%M6KPs;V)^9j1N)3A~JYUno_;r ziZy5JM2^o6WV)TyS{wTNR8<7Mu36ME8$CpF)72LQpAheIMQ!IOjW~R!I;X{&vkq!b z_V8_@oi$-e!}1b}TdTygE`{@?WJ+Eld4gO5#-obYaTJ)!YDsYT68qR~`)`${CK%bi zwJ=NDhcH%-+d~+p*^|D}yg2F!0kS-ybwzdhR0cJhY(-hcXq3f5rAx!|Kw-yvBUi|* zLn|K7ET_N<NV@cl4&6q0Yg+z=l^l6Q1(Y_hf5dU#>x1dFup?}Q&RW8|w2q~uj+@3I z*g$+?Olt>HPpPr=@t2O1%p>K$mdbgEk9$V$@57jZGMq!-<*a6WMTaS*k^tCCWRkK% znxS9(jLT;hoaFAvkW78r3Bsnl#KG9aq!ou8L?I*kH;a11A^&InIh0Sk!)6~XA>Noh zRqxK2+OZ4W^`%a=IJFO>2JEUomk;U&^zDOoHJM_$cS(Gg>XoAa+jJW*`6j~ZDVlbP z1)!v0>Obj5Y61i|-eN~3wb;6Nsx;;8oTRUq%$}Uft^hW@g%c)IaKNXK3z3F_-p8cN zbD&2uVsDSgcr{Mg*(^5QT%{vDDtiBpRRs5aW4Vr-wP5tS3e<)soqh7wG9k7Zbr#Ry z13@+9Iq)vaT|xMm3sG%igncrK4ITGor}3H`m*rQdJrpv8&Q@*cHp!jr{#ldq1?6#} zGWW*p3%>V0g~soRJHw7$1#alF_0a$6Br`R8IF8V3QaNxyRcf~^uJMAta~UX*Y@eqV zRVL&nr{PC!=K-1|!5z6$ukyH5XLTbPPy*KBr^iPhmBLO>CXH??bL)qX?XZo|gB>BE zlI!a8*u!T!F;HLB0l12IH0lBpxvTVB%(imza7=`vvo+LUp4<<)IyH^ZtsZ`#2Pp3c zjM9vkunN*&bS4jbpm0>Sj^vkW5dsK(j<vxlEQS}a39l{nQ;ZIy99c({5GR^13@Vim zsD7m25Xbv0R;nddBV*;@UT##csTIYmw(iyFQO5F{MMp=Oc}?86=Zr0nPYjn|VoBbN zi0722PkZdn4K+=R-Gh+mSF#h9VsbV(U!J?}@v5M*ygsZP{|x?09+WPDX1((TZzIBF zxJi<6J@K^ntsr+pEG;eq?~<GPO$JLzQiW3%#z%e+9_ZH^ws7R9^mV{}thtcfRdu@2 zZK^gsK}DD}Ur<|aU!l99eQqTCD_(Y%#TcHdDn^YUD^#1Xup}cb0puKL_0a<K0$QUU zRaTxWM6XXg=2|dgyj65-I1$qZ3}g;xm3)ONyT&}PAdXfwC!oH&UUS{27$Xv!doeQ$ z)SFqd^#@Vpt$hWSNqnoH%E8S`*gR#OA*xZ|X-(?#hVAM{kKa2Y3JkB1wd_hF*A5}9 z&s4GY&AWYYxdu<-T5eEo7+&J;K5KYsesb5EL5K$8DtHSlwTv;)uwU936HmD4L+oM1 zby3HFUu@`se*`*SP$)yh^N<$K$8{-SGsW7tx1vlZ=@UDDixJ0OWurH;*?Y|TeEg>M z7kt4ViZkQtD`>@Im;seMmrtI|V=$<#FdI?%nknRxZJf;eY9U_c^UkwEfPVb7@T;Ir za{6w3wx+@t=h6}R^0Mof{`hERk^NoZ)7;1!a&w2Lp4_cdLRSoNg!IQDJDDC#5DF*5 z-@Zo9!0QfhhnOklR-KG&G%69*^B-=M+Y~TGaFIhkDdh;*_(i#sf*3-whDKcibgw0w z08cL0?&edgH<0sEvobJgtz6HxfcA7Iu~IWqM~nCTW6a8_hE248H>oaOr0MljAK5Kn z4$Nc;h2gqny~#J5;g?YV^XicZ^mYC1Os6f%h(_H?&Ky#haosua!rxKP82c6#Z?uZR z41uIQx_l<N%GMZcj2$YS_5R?BsdS6n&Q)oAvsk;Oj%G?Yw;cPp|77)GY-yV=Hdb}1 zv7N87lb;#hZ26x3fvakbqp+XYd&eA*2B>_pv;&BjMf=Z<;I)6$KOWIMzGAOMY}}wW z%ZlgYQ+aldD`J^zb)gi}RsIfKCT&=QXKlm+&J_M()^K76$Uf@_P&T3Z=wo~f@DtWp zqUijx0%3q;*{>1b0|VfL2j}ep&N?+8_5p1+*Kv2lyVbSCUOEBZzp=+%4MKqIE=OpX zu5@P|XGDPl(F0bTM^-bx+ov2Lb_@TR8aN`#>^`uI1g!e2>TAITdwS_r(m>62SY|T= z90zaSfjS;#6P=_OJV*;TR%!k*8x|A}QV|UKs{Awg)&RLWKMZ5*3yeZ4!tExIOZkd1 zqU6C9SN1+gI@z+X1Sva4#=?|(+4pCUhJjc%lS|bI7w<g^YsyM>2g5U}v(69Ro@B(8 zL~RMn&L`V`7v;Px<a}P7A_rO>B1c?(=bRtm;{^Abz&X=7Ip8I)xcEG*5lufFsd{RW zYQT`%iEUrn+-Z${B->V_I;VCTiM#`iY1?>I?epD^{t2bmLz5g<l)9$rrm<6EOp4`M zVQm!{eP4w>8XohD8?7{vAYy-yMkLY>Kh`~(wiQug+n#>J?juIld_K3Q{-qq4nmdY` zmw#C{r|Vw@Ll}Q80Rh9MTk58AR=aN0PSMz=Lx9IsSE>6t=&T`mx5BEjkGt<JxUU1Y zb~&_t#3Co?A+O&6*?a@-Jo1{H5?`Pr(_)&)Vr|nL3dA+H2K#W2NU_OwW|hgkW@KmB zNkVG0J*?#hx$YfhhQ%@<KU_o8tPCTkqh<w4I&^ONwEpM8B3T?}rs=FIgs%C4)0n|1 zp#awKZn47C+VWrMwFZ+PQKyKmV2bR=11D-SH8Vz|zR)r5YJ3~Ys9?8KKOf8`Tx9L4 z#a#rPhl7HHzeb5Ub}w7mbEc>s-fno|2&vHOT9Ldwa*smB|AqBOk(qJLdnLb#`b2j+ zkBNCgEWgQ3&b9>Yu>B?D>kPF43xtO$uG9~cXHa1`B|Z%V)OOzNAE)|0cpfkCWEcY^ zf~~ZQ?ha0R2_kt`wS(-lQgKNw$0lShmbasix^=dvc3Q!A2?+d~sb@m)Q{Xysa2MpM zmE)DDHg4$&pQ}8Zqc@p|?6wVLr|7(sj~?$Qw{^Y4>I3p%p!aoE=D%B=+6esDlo$6` zi?9155iFyL4m-bc%ncnxebsTy=&FG~vRQ#>$>N%whA0$&+t80QX!qR}`ZdM6=G8_I zqL@?E3=#VmF_6Vbz_@$8E0HVCX;jH;>@kK&ShJ*9y|HWB;WN+k;%aFY0yud~8{b5I zhKZLrqTkLu6ZSvYRyZP&siF3W6plB!TVDr9T^xHzXqT#}mVsEK&z|^xMe~FQ;hkwm zUK+x=8a#|OEuNEoN4E9?WtL2_)});7{@QRt%fV|CJIH56vrLsNsXhep2Ui+^Fz(`{ zcK~M(kpt5Xm4`Y$AAkA3CJ1YN&dT-X35Zeb%w29C&;qv)Q6gR^Uv<kv%nfWyp{Mxk z^cb|1C;B%R;+F)|q}SN>u#LChQ#goosM5I)y}`O2yoYU8J7cmwV}UHy!IJ!w`7o;m zhlvIC`sYYJ!RDZtDx@Y^DaQBaB1w-5_zOwrK10|RIutzK662d>X$~L@l^DFY(FB}w zgDF>Bx^&v^tmICNPldlnT_)VCA}Cz}5Rv*a$?&Hv9OEAPnO%T)Jeo>RZBkuQErb8; zF5fJ@Fosr4nhdVX4d;!dkdGLg)d$vYrprH=bau@Yp>jLe9o||wbW(4s38Avgw96Ny z)K3A92y(*^QJjZtz~9l${QI>V4wn3sZv=08^l750wU16+(Z-CI7vMEq?tTMsAJNGX zdyFgy0yj!v8H!?a)QOX27k0$e=X#J&Uc`>c-j)7e^rMd|YS{22zs>qSQFpiBG=>`f z$ZnZ(pZNZss>R%A3jiFq!}A-3QE#|;x6xuRk@GsF%BUUlBsXhb_JXV=NuaS_GcK3O z5QCyU6gi@(>6`J4ud=$Gh1d3TZIl1@(f*p&uixUfx$qwUh+5i^!npMHnokBCk+_zW zTDq^$%JLm3%w}h?;HHZx<^Xi@evay`cgS1ly`q*V9l3S8hKu|kKHcaiCPSo-S5f&* zB2-FrMi+DYYwOH4>WcV+aC_wy|4DmM%?($te;Q3Tu2DAhX}T404;4>7o_8S6tw~Fi z(UIev81*T6sIHmzFP~dxTZT9{6>qr<(qETeCHPJ0DTw*r$tfqx^!tKFLf5m;LU7+d zOksHChg2&LBRwAU+TJ4mX+%!peWE7fOKj*mLwM`W@U1k!^+GoiZ{G#`ZZq*hyiiFx z@`>o?eNn4%jGfHcJN%(n;pk-K#%{$De-hFk^{Ra6!z&^n1ah2iVEkH5F5yn>dqxq` zJ<@(WPWWY&xIlvEKc=a1>G5Nh|43Qiz{UC4cGeuowO&R1=s#)FdVH4Dk?g(#ftyhW zUwBcr@Q*bV<|XsjnQwop&i_x<^vz|Wj>NB1ZlYQe7eoBmbI+#JdnjUY;s9&Rh<aQ% zLxpyfae|XO#!#pdMRm<{7RmN_nQ`eBzEL0J>1*O8xN{{M<X)T%g%3SOTF=M5h8U}? z^}7@O6kb}QA1c*_hu+iJM7Z;dlw1kCbA2+Wmvp_zD!LU%(Ff7~8m$uGKBREdSV|kM zipn7&*L})uh;huBoBasfqu*1Hf*JO66u`9CQA@Z$SbnOIVoV%eNmh(<aC2Q-`Jk)b zA2>gH#a%`8EwHm{Qw%#7{)_0Fu96_r#M-)c;NCt=VAuq>TfGNv_a)kS2wJkO>MUn( zv%JxYda;^hh}?@fO*^PXH+Ud$i?;Wln`zIqq+B!HP-B+bZEtjzR!;@3+>tHs9?5>U zGSwVyA?)I>CKn{vr7>q!bhi_pp+1tYKmcKTd6;ZV#51_R<`qLNWTFYMLN7)rlBV0S z)utg(2VgIgZR>Ohc!>@S2iG<O7*X<AExFd2iTx?;Wq<pg&{@sgK2$tKWss5ApSIaG zrcnzAX~xKMz@dd|t{*Lk(VIopk=kOT(WmC(>PtfF<zqCXZnrfVA;n6X{ac0QzG}Dp z>lF88sV}Z-OW{4;JOYv0#s;*3*7YrEO`n1*gm-K(lvna+wKss<MPohE2foDfi|S?3 zBfsdTZL+mY{v!v8W7xT+Rp;bY6doGzn0kgbO$nO_Yk6B}X4wxp`Brv%HHH;2>^#}2 zJAd=FPwsH8J1TGf(Y8LyX0-d$4=fB&gPU_}#OWAecF`?U7~^myo^6M^>9*C%AK_Ri zKe2{hRD@;}BoTAw_XSY`BG~l`1R`j-v%_0*8Xxj<@xcjNIXw>c@D(&bCi)jw-a)@; zHmko0k{}uhx_}BfgeRBj01rPV<Scv~{a29*;WW&$O;C;Zz5Q?3(lYSVeuVJ6;J%;~ zjFl!sYn<`zdF{}bQNTU_oRhd3)fMP-SGXoAg1L=QT$eFFH^$hTi)R!FIMVZ^(a_SC z{`zwT0mVi+fd4_CAuiKToATolAx@OU5#m2ce0QU!{)+kCZM^p@tu_*+PsvM2k=iJI zEVw0T?-_DQ5cMBsnXxjVx9WfKfA-R?is(gfb4v>}{0Pc5I+?(BYXOm^#(fMvXLg(B zA|qSfGyqM)4B}t}N>{Fw3GmhRwB=yJaxVamu=k&~|Ef0RFFV*5I~F=?wB35ERc++H z(AA3f5}md5Au9s6&cF5T$Zp6y;I!0i+8OqOF73Ue3<`ZE`w0F4x*&1H9$R&Ur456w z#fM8nMu<ODKZ@?$cHKSX*v(NU{wG_t!w4!U+agk^JrP;5^fws%iw(|U+Bcx0R}woh zrS2HGXz6y9+iyzw8EH;c^FrG-<hrTIyJ6AQ^J479$((}P)<Vd0E5bS?UEFSy!+fz2 zgbPEY2ECVG+(X2P?T!y7yV)PFp=@%!;#C%yN@z*7>6!~`Dp8}90(zM@Bkj)HnV~(N zQfoxwCZ2H9kP6EU3O==BIq|y{K(hOu+M@YO#V8uFbVr_j4iebu`Bh$$&t`=chOz#< zLn+7_X{>WSY%|+Ctl@WkhrU=omEt9|8x%*%FJ&=_f0=mr7xh6mAfNR1d{oEx9Zu$C zfSz`D<0kQ4$GS|JPj|#Mka|9PR@1pwNtQk0{E_qVZ_C?W#HNLR**0_Woe+hoAPM%I zlkfG+u#aC3PKx9xe};w?lIxCRdqK6*%`){xj5RsfE5RrOa)=+NMdzBM7Z}|>XQUVJ zo31**JeesqKY0O2XQB2&!#%lQIpiw3ZStr70fZ&@mrG-EgNHLmY92N}=jqM}*AMLt zy*tC;G&>*pU;I4!HaJS)0JsD*9G+6d%wd8D0?<YIc>R#&f#EdqCY_6dgNlE)O%ayF z+K0ZuC1*8`y|l?W#e7i)z9ekFvygFt3M^1%ANFYljKCzekrh=o+LWU)BvI6m<E@fH z#}#$)`S1MZr!c13lHlZ)rjiJYwI5%SKSdbZWQ8{$m{w&KHmFm<;=n(y8*MQLY<KDQ z{}0tziS$R14__4AK@h`rH=JQ|^{>#=1pEa10HI9)u(}TVi*I}j4Vi#jE_ZQ%0_VBT zGtfhj#oJ8@sJEU8QL~2SaS~dKt~()vZ<`{DISLL0RHUBvZd@YSbePjwBb2Lf=RUeK zK<eA=`rrbhBb~Gdk?+XTA8ayX>_-y6ss^_5KGK-~0WPh`Rfd#pZ9x!wv^BX}p5zUg zWYz!M_b*O`W(pIL!WI7ek3xTI%1@_L^0S|L0}hirYXIHBir6U7fT6J-7$&8Rr8XJ= zkv^zVT-ji^N%=cLR0*=Bh^;BvHxtj%9sf?GDF043-k?H7wvY3lU>!*jRRD-HkMd^T zd7S!-9ppdNAq?9jUvvpQN;5NU)lwuiG#L~nMXt5<eshL>6oaC1Uk)T8Y7&S6vgXKN z+!Q|2r`1X{S<U)kIcwL>zWD)#_oDoXzf)RzNEh;^F~7m6*P^gtI~EHwT&h`19BM+Y zsjy-m9b#<||BAJjA7Ktd$T2_5VZ`nsa!sKw-0!pM5sDEfwxAT7#B__HJ_A%h=k|44 zzEip7AyS)eDK|(huUpm+(}}nO@W}fA3K9<rpFO%E4phLst^tf21OA2gZu=Q=;HAyp z;cb~P(mVerfW~*4*FmK(V7WUfw(Nr=80dfKFJIPFXJ7yBVZS+B7%uS<eS1g0=EYO| z9HKg(9cy09c6GXmIWFoUqk&;9qI?gNmuitVPCqvs_OM^;u}foDo*{&V88TOTNcI=C z-7gbX|3_JzHj1BDMhRMN>s;bP@bmGB@_U>3Eq#8?-Nm@UsvqPMsiJI&LhoRA;Vm=W zwn&?nkljsv1$^fd_WpeRql66Q<5lk;+w&S;rN*2aDb4e7CRv{@%!}{=8&5o*g52e2 z*o;Is8GmXk#`e+_0S`YE{=6$S)a(Pq*j1*tegd$T-rGdDo0Xd{tV^CZ2&#xmrxW>s zY<XXk%OkU1%?OnA!Q)SOQx~STbE0=j<h5(Io~!<!sebGB1KC4-V{FtYwOv+dw&H7b zlZQA*+T)a;OgC>G)uK5}@#$tUQzo*QYhaJ@i4DSuW!^$YbSAQJ{_UKI6kOEw)%ZZQ z%crt5cg3j@+f5hjAO_Vml-O}Tc62m|J3V{BIYO(;*A@5)c2NG=HILbtfbsiYxmMNb zHU^lQ75_Mf;T!0-f^KF_@Ju{&%TA9bx%}$-dRTbY&Gn7zlS-Y&erL}Hm<{UnDCpyP zsR;=d7fvPTIR>2W)ibZzr+?RBDkVYfwXZ`;lG>SsLtFB8s_8vD^m5m6zmJJ#=h_pR zOb>(|IeV6{Pi>c)#U%e%Gh-sgry-urwv-Q*#x|5IJ}dAQdqKXZ#}i4h4gEp;q_;|f zQGQ$aF-c1=fXajj9e$5Tb!+dfml-1Su}V`u{8#(IF7I_YkZO6XA2El?Gn|HVNN%W| zs7@VohV!~BvY3|CS)%{6<~rux&YH~=8TH2Ds6MMa!b#}e!WzJOZ34lc7Gz9{W$t3# zp1%2K(RQq6NkMp1v5I$JJsTRyXXjzqvkmGI%SJ`<#x-o`6*o=?1%}MWtR(;mO)FOx z4jQS{nw!d^wb8B<#2<q_j8H<ZsBU)Xbk5K5^0atR)&SIN@5B?VGnDkpi+oFq0sSvu z4UCvGtD2FX1t9u(*X)kgV67rv06$lewgSqchG0a_zIq1v1KjfqRdaq9dj7a>@7*aS z?R|*QoouW}w9I&2!_p6MeE8~ZpMh0j679kj!*X5iS<5ffSLpk*oP32l4m%pjeAxFN zByX6M6|{}Jr##t19;RR^^2VOj=CV1VudqMqHU7<C`BHbCUgp02PMc9y-1~T|AnBF8 zK?RJH#`1l$cDQ?KZc}#bV{af3^4odwxd^xX;5Yi(zmmU7t=)RV5+#CVI3uY(tKZJ4 zC-~v`JfIYQ`T5(_rZTEAEtuQX1*r&xM1&SLs>^0iinDhJoL9c_Gy5oJgObAqjO=w2 zLA>z771d->c0sZ@tAL1U{DCt2)o4WyJ1o69QnYh~$TeIdFUN-j3`~B~=Ra&`C0a6L zD_GkWZbyRf4@t+_cx&S|x|{rhwPYOlzHoPgSn^(FQAwz^R$xE5L%S}uVgGAl5v;Z* z0lZ|JgF2NM8|xCNd!}%Xvu#70(q(;z&Ct$6cXD1t>k*yD)qZB)I^?SLs@^99W0$Om ze5eKMR)eM9iWF*phFS&vsaqH+Ct=XKs(cQo7jpS>q>19-5PN?89#`xFe93=J4fp<% zDQv-Yi9t`P&|{1Va9T_*hhM+|CrGJj^+rj+Bq})2YvKp1y3=O=T6%&0yWp#`DeGR$ z5Px3a0XYOAgZwLF7m-&23*>*TThypNy!vBM1&HHcnm2J)u%7)LW=rN^6~XuAmHNO# zWUSDdHu;dY@^FIa{66YoDY2M)<f#lVcs7<ma@&kvgS|G2G`=NZq77EVj*1)HDT$lV z><z*MJ%PU|kC^<+=)2@RD~v0gSE)Wc@@)^SF<_-y=z6Zsd{(T{AW+@VsF&?b5sH6U zt`^_%zR&rPwYsLTg|GH@z;f>(AF-JKqVbiS`OeZ4+)<oWaG!ofVHQ_Vh63@im!z%N z(Ej7t;h80Q8CCI3!DX?%nU9iDv>}Q?0T?SnJKE$-%gYK4KD!Rb&o~;(4v<5vu7u-V z@y_4jMVPOZUT%gRHeFQ#F2%I?{L)*z+b8-uW5mrA3-}UHSh*A=KC}MR<g~Viw7Gq< zZ9)F+Z$*t5K5u5kKGS^9GR#qwY)}|rwCcW=9z*nT(UtBN;k?d+adK_U#!G9T$?Kr^ zm~S!zYLLvSi$17|mc};$^5$RAS7rC})!|d(Mcgw)3HR`7!0K1Qe^Gioy*V3O<JGWq z`fkYadQ^ZZegl@c;=^J8w|0P?ENo}e^+?EL+-!n_(?D)GL{u1PW!it48P@beJiB#5 zZjN@OtFG~vU1d3lDVGrvx~<{wwRFV>sJBZCs4Q3lgd-9fuylznva0AO944xQw0A2Z zQwyH8o441xaQ|xYcdqG_oEnt>4C>7Io9XuW2hkDvZy-4SgYK>D`t)aS-KMrQ*%Ygi zPVSI(Hak}t$amx~(j*%E9htm#8GSusI{2aF8xy2W;nb6r|H9<`vSD9(2z>LDZTtAI zw1}ncQ}UnJD^P)=%%^ZOpMB`vi|*!fLJ{Pl<C0*&1*|zJc9IDV+*a+@?Ni(mMJYR6 zO`w^uvkS^cD1%{P1x9nMO6s5}^(0v9;@Wy3(Zz)3<Br)jGW-&dzO%#;651mx+sj%% zk8=+Xvp+idhmoT`(VfAF6Y!slUBO_hsv)8QUyecO55`<ivOG;lr-jd|7Sz{adqj2D zCh(66H{!?GcRlIUo~pbE3U>A2OIx+6QIQ@4=DV?b2%i#FW1VgiW)Oj|>Np8iq0%2+ zA9Lkvtp#=Y3#G0b#$v1$M%G$x4G667oLi9+<74vH;_iC~m`Ixm4C#@%sM!heRG?)B zkeI_SDPNPvQXr%3?1)df*q3rB^9PTNcqSYm2^-KP#)N{vVf&BOhnVw1*|?JYLMol^ zPHt-wKOI)MfVr^?N{_YS#UEa?CHl-e%1!Fxf>lAw_y_7mT>z-_vu8TbG6ui}86c*f zE&y*)FIcOR<k?|=3zPa90o}<$qd&?Y`Da&;{ZXE`bA?#%BxGjmxQ2o;9M~o>P>{X$ z^uBEUe<LM5=uVpn*VjQ0eUW|<CrUf!)fxv>kp#Wy!vx{ySYjM}*J|J$RepM=9~IG| z@k`(iur0>0mRVYE){Nj;a|Pn=Q~7`ByuQ>dG3QEes<xL@1EPA=nhiZmI1M`ngVYW* z<jO!baBLq9c}iV4RBjQiSRzjd|9NQ&Y5|v2ye&|lwRoKjM~aCv*Sk&%lRV_FX(@9+ zEmrIf(U0@_`!#sNB+GESe7A=YNxz^qjoDQtS<|V`8=^xP%a6e|Hs?&*bvyy%4K_bL zuK`GZqaQW{RyXyZYN<TY7xi4!_9ghUkrr8J=B$2ec>@~6H%JaGeo;8Z&Cape!w552 z7Nl+@h5yJr;4=#!^fD<2e<T#P%{VcYKN2(Nfb;QCa;X)~Yob<x3Bz~~03QmIB045S zgew?mbcO}sl-E%)tJ^@5B+C9N7)ueR?59{r5lFAMjn5_g)RYgut=C-|3mV$TB~3Y( z#Lr(5^JDCzvnNLzK2$kj$10PNSiGoNVk!CY7+HuUUQcvjEHZA4{Ll5z_@`vAu)Sh9 z*$=g6?LZHwDt|%hy=M3Le+ut6FjE1j3F&F%fJ85M_#pO(HFuI2&<7;e&KK+e!HuD| zV?3ur>>@DgCU=iV(5XMau}v?e5HY2GN_GH6e6hNXg%$6nXrcYQXFX^g>`-vUMkOgb zgQUT?7>Vie9|bb1)^@vo#kzlAdmV`h@y{1;<4vNLqJ*mMr47k^2CQjn<)G=L3!0`_ z!u6;r8$SF1i(Nq0W+?iUI(fSxghDl1l?GI~9SAF);UBYqTUBfthwQvwbqBP5bN)2M z7n#KCs`vTAM`!bNm0jMp@s}P>QETdUzU_kT3;h7$YW<SGBCi?0Z50RnMWz~a9cv`A zS&_E-Mw1np;fd_!>Xygf$L7u5d`<cGiHP@-lMqj(>Q7PTJb23D?XMUco|Lq#vfH~S z{WREpg>Q0_yQbqG*D(4@u)|`qxYF&UsfX8g=K3iBWrQKeMIRU@KeN*LWzom`2%5~X ziDmeqkBf=T1jR;M(?@NqjF({kEWSD9U+6%=_V3-E#@MmUA@Y}5yDaZu@P+aD#Fchk zPhx?PZuy4usRWD~>p*&j<k@(<A-We-m~{Dn@r^uIPbs^xyZPdC@Jqw*H@)7u=5D|O zyW_vOZiH8{pl7sm>wko!tI-vC!RS9Wgb*E=K5K!eLZpWfaN^e*AnH{+@!pMX99z?1 zyVKr}1O_p71?G&NRTui^$c>X6>k(Ny+K|doTa#ABVe#`O*Od2NM!XgPTPmflN2s8e zGUI8t&pnuDJJC}!6`sunu&)k31x+x!DuE>jDYn2pWd~4(kYP<l@maiD4fsXUHXKcG zPpm?j1YRSqJ5_;O%hyZ{t193}e&p)*r7mTHj;DfMLv>WW%DN}cFS|Xb2FQK`>-tL2 z96gaHw&n%DQXJj<gvc&<3|zr<Ehw}8z%(gQ)FAKW*rljBJMnPsbVH8NC{2=-ugQ5| zF-UT!Q9I}AprsaywQ@fRaX4Q><Vm{l=B&~JBix3e=34)Z6}=w+D6Xo+a~{1l#>z8S z3;jr1=V<?6!g!utk!%KDByOs^USLMzadUF5+!pkb?e6(hSBjh3BPAn2r>bqHZ+iVG zclXJtQSD8Kq_dkD$pqD2>s4c}9TCHHGv^+2Xj_Z5cH4+Nhg#S{bV-f;$28H|06;W` z;Op)oE0=v`wB3?>hwJ*EF-}dKmnKvKYr(DQIT0-bLhnFL0sqe_dtC<aJ!Pn%7~aRq zXviy2wd@^PTQgnkG1orY_{=FWTC>OBE2B2xg0u%^+2b}q9Y(a7yKS`bkMMD_-&BKX zx^i2C`#J40UQBq^{hfJ>Y{i<}+#mmhmRv`K&qYHvL#udKep_NT>VcxT*kFoT-x*7G zT61E<?hWl=nV#?`Y1;L^w9AG)#o=>>*AsvOAEgN`{>^#IY0vd3oTx!@zGtj%>7&c| zc;KaZ{MRtgBUKA>aBtIJ5%D)Q>oEvirkdQcFrkUnYqlguYQo>>bI@JaXQOiK)A!>R zf{l4@0b;w=k_e^9VjX`0g_ON@sPf@de9Y?<q@o64cU!klngg$)F<`&RGx7_=r~ldc zXtV=1>C*XYlPrYj>*YITzE$em+(~CY3n}s35H|?I%Iu%S<S|#~K)O=(5yK}yCI(1J z7GAk1)5D@c^D!E{r4CI9O}I9kLd<tE2ARe{Zou;`&4K^P2FRjZT1pditEk;Z;2;kx zgmkeuZ>{=x(+*|uWXVp~XHdNCH>wlN1Dk=X&M^Awjb19Rj9RB0sIl+6=k>p-H4sUL zuXzTCeE)?2=W!$-8-eo(*p`OaHVvtLoDA5e&iIGwKL|S~y94*>#ajY$UHUw$zP_Q~ z<nm45I#s}vI3|y&wwf&cO4qNy=ogFQPRJVaSAl&UsM{~qzwZe3tE+EIpK6ahlsYSn z(G_gX^$rG6zkip%-xBnUei7-X2Qr*S-tLS4DreJgi-)r^dFpm)tN*sl<wSTXI>*lu zDf45VD1X+|FUexU!vh;8Yqd;qczekqDpgI`oQE>5%nb|~wKlE#6ldQln$^m8HQx&V zxeokI(&U$~pZo;n7kt?b@BC;hk^Fp#i@Q1Uzo1^tOEA+f*lk7&4ozD&t~P8AgQI}r z6b4Ng4?GOEcwvL;^<P|&?SpYj^>Jf1iTo3*f*0uIwF4}+ZJJ%Lav7;Oq-2NWB0GW< z0UB*gfGz+>ght_$OQ1bg9B%6xAN-qV#I<*MK@5WlS&K#^oud8X6u`b8?60%94SN@f z1#b)-rXy0Wf}mX`LY)<7MLUJO<jRSPN0oe8xlk3<N>>d*=ZCGRb@s=*3!Y<=McO?a z^4K}#^erETAWUbI*Hs@!j)u+8fB5V6&g=jQF^-Ut2Y3zMJcWWzb+f7!n=e*aVbbM; zm^0|=ZUmDBtRE1m;^j(-hHhJsKlfva&l-MIZLLE&lFZu)nO}@VAB|NP4np4(I<?>t zgTHzhg{R`fLQYX$)I>v+g7&y^oALl<o<i+DF*A_rfwoeJv&q)Lk2OnU+N;MNdvPUe z{{ilkOgz^cUqju2aE-U@n+VrdKs|dgt^zYB2@P>3pXkl3s1P6KXp0bUsTEQ`1BMvf zX5F#Z?PArcuLa;0!I$Z)2Jy4upVK9)eV0|9vv9eGy_GnQ+>N|A&o>?+Ycx|si_<NI z--`)%Ml7|3%*Oc!uPk;kRllY5p6-7mO{v_XQ$*?~%&)Y;`ppc{4;!y}Kl=dvR&2P1 zsiU;ZfiQKK|J8@-tv~7ChcI+q`}Z{J0OvUTnbBjNY<of;=87uv=p=nrU8@*6JOwN4 zbc`C?yyj5Zf-oJvtd|zul+Lqy*6?$iQG(Ktlh0E|>_?yydv$ZPyqUA54nO@*JDfu% ziC#5iX}t-Gq&lOk4S&`c+r32{2k6V6iE>5H?t4jgiHBT#iJPLueYn&Q>``SrR%g}X zyLG#glQxE3E61<V!RBvxC5lFQDt7AJgv~AnDfJAM8@|A@wai*{8f&o;%-h#tbfrck zJLai+3|m8@9?6!b>aLm3iCx#k?>vI^4Y$AKuk)~<K6Jq@iM8}3K2e?MSJ(pgQAee* zc(fLhl|MLdnsZ1Ba_#bvcYj57Nql#(B0r%QC8qU#^JkQ;&x1<nO)U3Z@m>m_5-KG= zhxhwc)o6wl{Ia23=)Jxd_=EGX1S$)kzDVV*Ze_jM-<v*R=<fPQJAnWP;a*VytJdq@ z<QW?cq<<%a!G6;whM$6uc%&$A!e+qj5}E!Z<cT{9eFTzbl~Mnr6oT}gm4v89?@5H_ ztKXOU+5oRr<#w6j{E#DmpvEM}0%R(oGhJpD!N~_Qnux;s)Ao}i<(ok6I_1BGFGPEi z*<9%v`y>Q_d2tUrP|g)E<o65LmY;$yz%HhZf0?$B?g=pB1T7-w<MT1QLYC!=sQnYf zM|{xV->vyyzkj3mW;}|M9(+bhG(9p9JkqQ?7z*SjA8j0IxX55V?PTqf<)P6xTq8|a zz%_OxZk}Bk&ZBVAt5?qO0YgQddO)4?BWj1z+(E&V)QB)Dp10wPm<;6~Hxwo<xvj;* zwjR&Vjc@f2E_`L(8`XPa=fR!WFcab8w@*&Z5}jF~IrthSlX}x`zm+z!YgmJN7dyIR z+VMMZP^wx;ND$?0oh33-Ns^$2mDu3HCrTOME_STQu#4rN7C?>&Itcl*e?zN>p?!Rl zxV~7)>ZSw0ojhPRid|h}LeW`Rf2dT!a`~oY__$MY5w?}5@mljJV`k0rAjVdg=YGuf zJ3cM%D(-q|75(Pwba|Z6$C{tMA8dsQwCCmga#g2dY3x*m*FtOK@&jy`i+6LC!;I2L zWXBicNw9&>yOm+EfYju}rnANR6&3-Y;t5w8r3lW9@j*wW(AkM%__#?EHslA)z~;QY z&jRZk)ZNFeJ}KrvuhxpkGwWAKbs~*^wLy2VVX*{-tc-bc$EC=}G9Q|K8a#HoIey*s zJ|QOTM*J}m{!*=9!+Fhze95nMt4zG<M-hl?8WD#mndKF3YAds_CPnu$^d!uE>O<sk z+AAKc#?Phq-;Jy1A`%P8o;Hj6cci3w&0F*d+$Yn$73!&OW(CiNRV$%K-^4H2L3|r_ zCBGfkI-L)z`hDPB!$t~cV%3p@1c^_`#-VX_Asq0)=|8-{mC~&)+ei88Oao`T!j}~P z&pW^TI=Q%}-%Q}aEPM2eMBetT+j^X~YgS+?R}|<V{$n5g!Y-~}d1Hw*B#<mFZiwYw z4=Jm)l;9Btt_ZJLgaOJl9q2XxM&fx}l<<O;b$}-6ENPNH=-ts@+4(3$3m9t~a#tq- z1Z+=V-&$+ty0MccDjt^cV--Zr#OT-%07X2_D$kJri<86FA}(+2j!d3ioV+@isEYN2 z+|rE3bjfGLDJRjkIvkWW!m#o2)6%G*%fA`Q5J!}G9pkJvBkxXM(lBwhNjGwjT<$VN z-g%$I$zMISuIgWfWF$yerDv6ove}bPfZ#$}g5ev(`6l^{#TeM|Q(Tu#0El@foBsGZ zl@r^EEro-XT(bljEV|z+Kl=qn%~1CUc;g`NMsNJmlw4C6GK(C43X~3wm#gOGm&Q&j z-HmXwDV7-s7*&nYQWQ39hoaDVG}fprkw<Q5G#0WFBAnr1lXZB)1oZ+jl=N38V5Dc+ z2Dm}^ut05$=dtRi+$P`8!}Im+{C85|HDj7>P5yU|2;vDiS@LEbXZ<qtNd)){?Lwj* z>YUvG3-~iGpW&TUZ+r*`q-<ko3-+<Uypjc|Bu0&!>ZL`1!is|Mk{(3MP|!78=6^wu z#~l;rd0n-l@0GwxIf=<dR?e4OVdajX^gc>@5yD{dBP%KvJKVh4oA7@WoqIeJ?El6q zmC93!q{3DtiHtnuG+QUBRGxG|*oq{n7E6pBDo+VzUnJzP3Q1{mcyemC<S@srkR^v< zvthE?%+A|yzrXk2UfX@&pX+m7?@NAic5t$3;*!;mVP*>O=-Tv^^>5=t1$J^;2A#Ep zaAm7_$01=yPkQ!FQYM~G9PVtBR5~&Y<hffg5nOn|Qks{>cIj8GLnm}UoK~&c^)2h5 zDgR(^*>72Hb<``dpA5fS(fJ-UG-zXODt+iipq9v=!SF^jL^3q{j?c)=CY7NpK(XPA zV1><pi~tIwJxEeT5BU*m#7jIgRS;T^j|@pzdpG>&MUD&Qn~L2%@EHA2qpDfZuF|&2 zFw2*mx5PS1r>~(kx*}Mn2Gl^je<%VPFQaC<Y)e)H<jc|N(-*h*_%HoK()|QtSTP%- zm8x}=<msK^qjxvX!n*qHv<KD^K;+cfGfUwX>*M_r*DAdK=x4D#cjwl;WiF&WGs9g8 zc?P+{Q@!NN%Vb{+V>}htO47{1Nsx9sz=Y(HW^%smtFgbrjhKA$;RZhnuYNn<TDWf> z%T2E69!XL^1qRSjb}^9MtgiaTbyRJ@V3RAU+cUL6GQWS;e25i}Y#b2y3<Brae$bP= z*p&wn#N6`;<muUh{Ld4}jI)#^Ol#9X-l9YPrrQ^R<<icIHNLuf-+eXlESjrdphq$< zGM(YEpKF^ivYcQ^Lm?dXD_Ro*t-hZd^MMd_-{yBy`v_n_r-{4rJt+X<8*lP+X0^L= zM0x7cASMqrUrGU7m14FCt$F$wZ#Ta1A>qwJ_n^0#L~l4@cyMS7Vjtf2%dfg<0++U( z;d8RcxK+AmY<N(Vevp7W7C#Pl2mthD32o02awm>DGRJCLCLR{)i!JEJg=dR6>*)vN zCKp=VfBrM6w{6@j6-b()_O0-Li)tOTxvst%iOq=qVl#2()W}QSOv*P#7WvPd5|()6 z1(`2MYHxq%9VJ19y^Rk3X!)|clX)jQ&L0n>UlJUK_urO0&fiFLVLfy8Af_htcTVel zJX?RJuB-cn9EZ|oMwK(*r_>#m7#Q!u%_g<awBAMle2L)}=588@8be~JRU=Sd(FRY= zhH3v7b<9{h^+M@}-6}S*ssn$l&XS*Rn~P*wL#`YJ`0u4P>sN%So99g94TO;<cT4MZ z1i6q7|3<?-dbrjIKZ@ys7aty@vC%x1tI{ft{<#iDy>!R3*wWvUzuCVKL-3lc*dEpn z0Mn64kp?aX-n$i_i`uVvmUwU{Vy5s3r1E$7uuLvo>)g~dnWjmHUZEVuPDQaIEVTDq zdow<6i|}92T<(k&uMb9m@Io);mqn@8oy}iCrSx>_yZovvQ9r5>JA!N#A8t9Mj-Sdy zrG&vIe}O8b&8Hbz912e7N}Os;STU>$a}EGCZlodSd)CC+<7PsO-eRt$%ZlX)16*ab zUHsNj?!e~`%}fgdxi@OSYdhr^8N~Kq{R?3(-<AVrylp(e<6oI|nL)z?T-3XY(QS%L zIssN-BH6@)%$xA1&riDM4<amC9XkZi(C6*v>(-x#+S%Z1R>s*Ic8P!a?r+O@Q=-{C ze%uFmHD{now2O4tVQ|U}dySYIbt$qfaV0sSB<C-HcdTtc>A!|wb){p$q*KbKAjPTc z4%|N>&gp@kc7ODIc(_tbr^QZ(hHFuR8f}hBnda7EL^bDwL@|RB6Zn4&{%uZoc@TJh zbt|Lc<Fp{rfW2>VuX}R+8-+d?_x;m*MB(RDBmhxD`gLH@L-RX+>0~kECcTZVLy?ZK zv`0pLZ!eZLz!m3+-kP_%Wwi<JUvhioFV>5b6@oW{03Ny%>#JU-WN7jT;ybLk3iKTG z8BKj@Cus4$><9P}#Zh9QGbd28)RU%{EXO(o;AprIGG~A^JPIsFogU?1eu2nfO=Rb6 z6^!Q~kXEq{RcJ;=E^WW7psqEe@M->>VLz%>B$H{cf)k&SuRB8h=F?U|dDz-Y>}5UJ zrii^!^X~{f31e~ZlN)N7S3FxGm172%_Mg>h|3k~+m9wpg35dtSc5~_sz#Egjuq2wM z`~$Nt(<#`Gp=1fK7DRq3le@Kl+%e_?hW4Q}_G9>gk3#vp-XpRV(hC?J_Y~-+{9m{y zvg=lR`OuvIE90pHjoEC77+J)tQ+1)RRD6)w<)G)8=g6xS&|Ck5ym$=nJq$1LUBUJF zFi)9RzZ#w~8{DS&H#?W+y5#)A6Ndo%lqC8nDc|Z}ESd}}Sc<B*s8omY2scKYcl?AZ zOo>}`=Y?udCN@o+e#x<=vrl_Zn+<h@K~M8uiAvv}y~L~KT;`p(CYWxc1j3J&l-V}? zB2>@4QoOPXDZA~=9LO0o6DgO|>v{-&gc|aYRM&{)h3U?ty;+kZ0vAEIaeN~&bRy7n z$<9N49_JXsvxBeDd<o+vpUZg_x8?3372qer2zl<NDJDzjd1%7r4n`8gSwEl8eeo*t z3ye1q<^GPtK&!|6AF?P!DRDy8fye~GI}{f{{1A96|Lm)iYUKrJU4Xd2cii=CF<xVm z%LqlC=2<Fu29y)37bt0_ccBV9C>Z0*F(Hy>C`<AcN^N|kk-NNxR@|R`Gl%4wpQL-6 z)pMQ$B6bmd6D%;RPA$6VRFT_sILedSfi^-~B~IrfbjG$tX-t9XGT(#^{}z?*-v*JR zKqyuJ`>Yap0CpGp+ukf(J6Ip(BTWhVI?VXh11<wfhn<Dd<q(_;jCHuMWO`vrTy%(# zOP6K}K$y^K;6l`o*bYgBG&oI)Xb)D>oqXPt9?>a?Ey8xmAyVH^(~ir8nS|ikHOc!4 zRc?X*FV*%vgtaNEXJNcMjhow+qkv+=w)M1xUmF*WGV7dhtOi!W(=r6yY@pMef9)ly zLkU2HxbP1II{~>X;cp?=8a5PZk2upibjivM)$r5&@bx6U0|iwL@Pqnil&$+GPq!yL z9?`kxC#!k4*9-PRh8jl)l`~*?x4$Kvy$tl>4K+H|`H5Ay|6*8a{0oJ#H)B|NiUWU! zuTuZUo+6erURT$)X`FH7bChfG;i&VKx7|QJ^sI?g_MmF{ttiw5)K;*qIQq315r{Xy zg4of0sC^mf?L{CP{Q6`+z<W+8^}(_@OF~|?-92r(r1Ezy&Pz4?Bo-4sL47;lN-MPT zeWUA8{Uur!0>?geKQ(>sLfKnp{~2~PZlp`T*RC8CY#|T$0P{;H3EU^QEoLT>u*Q;4 z7*H|1+qwtu@Qr5<&Y^i`t2S^y@7d6$fiI)#?wU}Ma-V!-x>j{|33(OZ6Cn+NXzz&j z3%+4@10ORju>bPl*Kld9boL8Mm|J>^{)Fth`Jtkz^)mDfbj#=}UezAM;^+q&x&BT> z70TXo(z{%@XpUy3%k<d2&SYQ05ono#%+w8P@ZIJmQ0*Gc-qh|hK>N+`!c@eJfEL~V zxK2b+An)QSkD0o{KL<cNSxGtS5<`u1W(DBuk5C;YaT#iY9z16(`XWWUdUoGee%u-L zmRQ9!biOeel0|DaJT2dvV)wQzM~bBDum%kf`YYhnXe|I(f=gLC)2Vbz{=waUlRzR1 zw#sy6U?ud77xCu|(bjwzHB{aHk`O?60CD*8R%`doB(Xq=_LA&da<kS+ghY?8X5HQ9 z`12(A>>g$k%LS7*Bl?)UT61;%>|P80wFYTiWLZ%k*EG)0C9ua9YC9MdWnm>OtR}a| z!-A;qDA}8+7K`Ts0h<=~Y!UEJYQ}?|;;bbtcv0RCV5+bUy(lINnZUp5Y>P_j&!1JK zt%pAX+s;Dwd<lTFGr@b2XD}Nx?kvV?&|a7o4FZF-#hfQ*kwuwz*6UzEv;CF2S{+t) z$eee-&{gtE^NMSCCEl0=O;=y}e15{2gcUzhM(l8iTLZr%e>hu}lRyA9;a*4lkhdlP zN!NixalfE{VX1rFyBbM^*k=#sy?9kGE>aIs$Gc~aK5>JiAX)O>i1Os*qSB>hJoJxb zKiv%^^_;mUFx^d!`qMIJaHz;=Ch%`f;a?-K(3bJ?QXTq+{uchLsQ5iAIlZ)c$x*0r z(R!vwF^1pg90tZ9XhC;_v(F7k=S-!{KL)`+8ZzAYS7Xo;s54Q|-<_t(Ks6&b5$n5) zxQba@SlxSgV-2na9j1Tx`u=+|&wSvNTC@?X^;x0uq9=`~%{pPf#h!XD6I%`Tu4pP* zP#RGQ+>yjQvvNgY&<x0zRf$x_tL!!=&*Z}c&4kKoSTO~AS9v6uY6AmIF-_>hf3C2q zW>@T^cS+d^Fm}w@(a^I+Ft#;nvuJNp8T_eorf6Gm1mh~k<2_+U?U~Q_<vP(;*ITlb z4{}+|PZ;cXcm+irqbdlhpwQOi$g}x*{mFeO@DI8DdP3Qr^p&Vn`WV;+(-|}+l$<t5 zo1N>wPwbQiC}S(21EMXwRLXh2+3Y%$DR0uv{)t%v_EG&@{byBi2FFfE5>ufs)SXg3 zLBi|y7tGwuPUfIS;MZwaWnq}*w!|S`39ER5kNq)ntp%SM^`YBK9CRz6cSfzZZ=qFT zSD`T(_wmtI_q1V@GlO@(Eq-#C0j&`Y+$gFdLl^z;LrBkOVS#?y>QAj@;lQilR+X0o z^@638<HJHUdt+1j%1Zf;Jp>orDe1KTCcI(OS@u1_fBYfu&+AB8Zc>rE$nNtg6WK0R z>ZC1~dcm;4h)^@%-DnZ~oP12DgxJg&-*3iMBluYbxE1C-i9`O58(78eSN%#_NKN~f zD{(8-w9opE`1*r9%zM2)Z#X7>N@GItVzfZ3DfhR=78aM+cvJf9&}nE*9-=*L!7wU} zl^a}Fe7q9Tc-rCyU9tLZDQ>ZwOm&q;^@}SAg6kn1X#lNI97MFz-^4ttKCt-6=j+D{ zx5w0}0XV@(62)Q5Vk8Hz&gJ8`Gd~Lt)VkRhS_yPEjw+7^!sk{H{W%zb_R+oUAAoA^ zTv4w>o${smiRRPFNr$Kb;fHl8KvK{~rX&yl3vJi`(@@t9AlVT^ab<RM%ihx=t*a)c zK98NmViz9Q!v{m2f~O}8%C&jT?jn0`+M=OHcrC*}h7=SDH(T5p(F5NOVL8FOAc|S< z1au0*AdG4%UR$ZiSxU=BkJ^b0ve=LhZ6nHRu{u=0UDNhbnrE1h+#B^_CF%s^FT5al z!WXgdgKK{oZE?lIes=gK@(ekxZH8EKcF<I#+pV>W^ps#;D!G|EI!q?6(eGn-Wl9gA zAx1x``<bo05&~0xS$;ydE)PF0sa)pWhkdjL-s9`c$dBLhG4AuCgk)G8byAF<xZ7?` z#&sT8*xRo4#^#*WzIAI&`q)^ddHHE1PW)w)OPwycS)QLj)gCivsZgRltYhFU+7t4S zx(l1ArG{=y#TsQDQK~x0RW>KwgqPujQ;LQ}aqM_=YnqNip1%PQZi;@X@2lN~D(L(r zc;Y;hFFH5L@}Aa9(y+%Owa1~8hHT|+@3G14xy-(u62~Se^Z~<jv)KAe+#82Wqeeox zsHxVXnV}0qo|R>L`uU>_ilCh5@vKX-$3J&p#a@#<HoALrS>u*oe~zq`<uxcagG~zb z)ELe8JFV=NqOg(Wj6RG2(djQ}Z9G1EMWiVl|MTVeCio@rxB7JyN~0Na*F_vDe&PJ= zuh%(qTc;z`7-NWc{Fdgd;)ix2Qa?~9)+uh_PcRf`%B+)}3vGJ9C<O(8{(n*_=P#R{ z*ALfJ!t{mN1B#qaiI2dgY5eH4n%W{#6+H|h_N)MzAnUdYzWBcCRNYw36!%+^|G}Z< zMSY-4mV(Ua{454jd3Ou5_#yCFaKu$Wm^=-gK6C5RYt6-C2#Xv13PR28-)|&w|6}Tm z?gUdq6N&(ex*NEFLhQZ<LE?Aubua}BQv5S!%s%xd;$thn&yrqXL~DEM+nH5=+tp~g zZy)s^*xTOE^LBt!il=6}whaK}o3Yr?P8^+vw(J5vQXf;q4|CUo{O*5JGDIa~Ke+@! zWE)SACA6=Nbr@_ei4WybGsaVppZKBSld1B?ZMy$MD=+Tz<U+_JtHH8Cp{9$=H<mc@ zu$alqy>(2b>O%X_9pV?LmxgUA>N7Rg=SCMPO9OaR)x}odg&$1G&zSL)=^Y1(#*RTN zFTO8+-jpFBMopWlVnrLLgAQstiy|`0=0f}}=Y6$*L3pc$HpIoXiWWzbyUboUZX5F@ z62YQVF)MF6co*cEVq>%r-sAvh#t99h%BX1`OP*hU3^&)@@I0-1tXz#~GM2d#k3hHg zL^x?E%2vHVTB4OKJ3_O8fc(x6MA)4-WdBV%hdU*wEdCG-uNW<%hiCk8V%)X(tI$V! zQm+S!ea;W{b<FWvLej0s>406ZLwJOHPP23E1SH<N!+#eYd<YlzgVn7B1ShlII2$H= zZ$CX>Oi7Y_Tm<qJ#qQ~`XBF$vX?)<cK;Q7oBMEReaC=Uox=y%?llO^Oyl`R37y9BG z=rQ<2Vuy}~RN00J@y(3j4a(yBt8M_Ri*SR~OFxn`@lkXB2Qk=lz+pr>&DazA>lJK& zUqgq|P4J6rJFEinJ!%F1fqGykZP=%z@YeH94tj)BDD|Tqh~<K(Y;d8(VRm;h+Dlyd z8v1v~`M0sRDmT>124etKV>Z#SO$+nwSse?npr_vFBjO9g4*clP2l=$(Uu4p1p~E<C zC;+0XIW0x~Z|Y*XL%U3oen~~1vL*(4m-8Zkri{bR<PIY&<m>YRMz~{-PUHOxv_fMw z>pW&NBd+G@G-gX}*SO?e{z+weaz4*!CP>$Kc|QePis_Bm2(-c7C(jE~XF9A7Vly;4 zvR|VVzEUf9V^$m9%7#GWo#N%hi1$=rw1+6A@O#z0q6ZN6or#61SY->eLixa223;r( zYe8df=}3BlpwUL7dzpoLA#*M6rj%ggryxK5tol8g_B;|l_7psS*6>I2YjMEl9FK=- zlgJ8|S-hW_=Su~Hy`UC6#ACy0=Qugvap3q?k4l#HoX41Ii(&<N6AQuSH{mHTp0x_M z9kb^#DTkI1=VBz5OeUk|Y^z(Q6=5P_9XOSazgK~a1Z?34t_G~cXX0*sVfg;d_&v*q zDb&ry_vS~Q@?W@4(i^j4V}&+9M>~8j*aZ4RSCJ8aEoPc5fL=<(gC+sg&fpVr&l1Da z(P_w?{>$M@FsKYF**A+LMaL~)s7{Wxn<dt^BU7@IT_7VOqYxKHiX!QDkw0taa>%dR z!*J72rYq$s;-F8(kp;QEuA3LLI|ZA#*6HyPDl(ds9j(n#a9wiYfq=JCFP&gSM;{}_ z$+p*l)}XDE$j26}#A;Z=*eMF>7k6V2uF8Pt<?cUlV4cOW_c^yXRq$NoV^#`x)lmq@ z31->X<iTvjb;EKR>f!d&R%zTH`jSu0yMRukSReSQmQ};J`GuVy*sGLjvzM0?I|ZhZ z>MLH*lTVKxg^*5S_L=xDan2z3N}^NEY_TQ7ukV;hZg116H3xh{Q748>kgx<JD!T*6 zBIaB%n-N+pTmw1e;VJS*c?g0tLA9Rn2*P&a*s4h@gV^0u@w^{pQ2-e-u4jL1+{Baw z0)I@gn>as!yR()b>3`0@`UY4WKonD3v7ffJ?vzc|kvxGA5U_=8lJ7H@E_a>vwQDZE z0j)BRm@4Kdp-13}!oAs@WeUi_h9cj88PU@IuO@Lz`YGpuhhP$s@*dTl<QhS!BKG5V zYPI+|euDnp*?T>ak#O-PE)?;OC|cixKRzB?w%q@w3+Fvtm!pTsFOJ}&90~O`%5d&y z&;!Kgf($l~JUQFST1eQ&X*5%}|NNx0!Vnf+*)601mkG3To*-<b7)m9Z2O1P`ioTTR z6vvJYo98Gv8wP7!b>$kr4aQ)rbxw+jh>FB;7_Bc+6q|u9jWbqRdw72Z=~PAka(sg> zFOOsx+@xj(yBMw#U*N=*fv^*Ls#~v}U$8ztM}4(>2q`^g5q{RZGq{;yN4WvL|I9;? z@TdPTMY<31d&K?pwW{<MhC#F!j#fen5E;os7*A1h0NtMsvNqJ79$}UupBCDwf;ani zQ4Hw{@@BYhBkl}ya|wvxjv=arfxJeS%Mm<C`n!dp$vAk&M}7H;lB_yf11<RkXeM~X zKiiOz#^>o{9p6cPQTd_NH`<rtXz0%&Q*{)rJ${SCcv!O^PC6C6BUSvI965h#JL}W@ z=9!sfBiM+w`|&T(Sxs!lm{W&~pC@JT<0;}vTEODPC+g-%N~T<z2Q8Iv^FPY!>>)+; z$zi`;td(|up3`Cg8<Hp#Z*)@kZ$?MMUe+}<Wwoqw4Kl!;@g<$CzqqGqVAzmIc?>=< z8(Qc=vVtQ`V&!lkUWtTAUWhBTWfAA#eUCN&wLq3*x<uO7#3?ps0otC>KeLF-TUiw0 zwz$`1@XH0#TVA;yD@~!Kq<sJQS4D!0(lC8M+R#4Hn!RqRX8w-~`yLsas)3QLbd9a) zQw1c8#ct?!)Tyb0gNm+e-*3mzo9Or#{FqtzboUB^X?}Mfg&kPo?8=Keqzd6ELjJPg zjJG|!<3;bbrG68j4$g*TTR>aHcC|vt&@=u8^n%$yc}Fy41zgqq(=1nTsO&BB&y@Jx z6&OcH)sMbs!n|tNFkil(^cCH))cKtirOl~uaYeMDML!MUVtcNgo$3F0YtgU*JM>Qb zqQUpwf~r`J<-qgRGtTApmhpG#!En;e%K1|1MMp#cDJO3e{TF!4r?{!b=aH4fcMD~Y z)4e9cJBmB7zg$MB`@UwambmP60Bn}kk2gv&uyFq#vsws9tnW-XIpwQ!Iyj}PuI<C= z7VktP=C{s4{z{OG!n(dH3+KnB@xx8UEILj6B5uY&ywT+})@b~~zaU$BiRAqbRwa$g z3{~i!oqq>EMPKgfmAt$8zQ0o?#mh3P(|8vyQ%N%(!I>^P+t)@b^R=?n8}l_jwNGrG zm`bjrQ&ho!8UE$_h-UEyK$)AA@6C&Pb>3V)nG^CRu8*>K(7y-qsrHp|WYBYvaAH4{ z_`BOQo|-UqhSHv}RV9iVraYF(J3b3nQCiW~h;ZuQDbadn0t^n*Zd6_VZ(c{A3={uw zu~sB>9@Xj46$D_@A-PbKU65u^$@)Ohu2kl}sS(T_AM3*`<HP&(FG&@23eWeAwtMCH z4>kLNX}-G<LJuo9g1avz8b+_vT-BlXV5nqi+z+YRlXncT5_^rR_nv?%CUpCSQY>jF zb=TBr)aZgqEB?F7X`J^!^G%FaU&@?iEoc(fF_UHgbZOc^6`O>%QNYmPA$lwb{p~lN z^@JbK@okuI#LH?r5mQ>LuOD;a0ov&=vIf4)UBN~Ci^yFv?pE6(=RPy|$7lCW=i_8` z@t*J$wx`7GDJi+xkc#w_C*+adqWaK4!Kt1yAENNj#o!EnzBn;zPXD|`Nw9$1-3I;^ zzu0{7u)16RN#4Ab5bBQUK7YZ#oImy2u!5sZ`3djaM4MHiJsjjX#JGno&223Pep$a? zz(6f!B{kT&DL2PJp<c=-Q{;X|pd?*KnMP+4HY1nYMUPZV?s39yEi@F2pLkW~iZ?8W zU+eNe7Qaa-`*TuDns_qVyOAHcoC=saa1<4sybfaX0q5o~oLOq@aA}9I7WXzsdy`Mi zN85kMYFJ5|17C))jWn%_$G3-10CIw(;HpO6m(7GO0Lc<tG8c*=BhP3;2VFF;G_7=I zLxDsek+7aD)9Rq$+G2=9POuXz?yfT8H4?stMQl#XNrZ>Vo8FCmOJKx({jvrMijN<E zKGza*7Bl%%rmbyKMk_p~FJTs{#`<Za43(*nJ!adQ=eq(2$eR-zyCK5pt<i;v?wGHT z6)er@_lX-6Yks!(L_VUCUQ}xQPn}1Jo}@+}@)a^Jorry8_Z$9I-fEn_yvQE>NV6h& zxs(og&Mti9mYF2pa1HhZTiKlUCV39NR_j=pNUDE1p(P!B3dC7qS8C*45!w`f|L6cp z1st5xwW6KWXl4!%PRtNM;y{k}+i(<i$)~*(K8~!_gI_>^1kkk@T>|@;$W#}Qy0Zg& zNIw#D<wG5lwH`wAWV|)35OL}nG(nw`#q~Yi#G@lo$}J@2M_1r8h~j|4!eFdJy2Zk$ zQ{DgwM&x5hxT06-R?zJU-ucc5RMO0(0qkFJ%H;90P$wQA_KM+(cW&(M<eNcs2TZ3Y zzF6YqhJOP;J+BU0N7a-chF5_BCd$ctZOLE@M>aG37HQ?v6Qn!4f*MWr)vYL)jP3so z-8T4U(EnC+DQBI<qfhuW%8o(Q=?Ipw$c`=^9Lx!q{j)f;+x-}ueO@!BO1bU%M*g7* zHn|R^yy@!Qra=f0VnP_165^79r}*6cAuOJIHGAhAp=v5J68pkBC`TxJ=r91N8~9j% z&ErMgl3jQ3o3Iotu)AhOQTrnPB~G%75^>Pfc~<v91-{C?99c!U{tqurkzSa_+wGz5 zN0)|CKkAHVN_kMYyeVe~y{Iyn{U&koa*xCsp*uYOTJS@ED<CDBAT1fB&{0Zm!imA| zo5eYqG|g)HJb<&$G^C3%j;iQZo8CRb-DsD7rj#Ot#%j5s^Hy+pp7z}A?l)=oywzry z8<1nFBe-bBD)!Uj!o`aZsn>aHZ88bT&{DeHB~PW(BFgO%xX+{9^f4ig9+|<u>9NKY z*_z*B*6dQTe;b(MQTwlW5B6$|rrL9k@EDIp(7Nj(JW6Y92SND7fYKrNOu{OVaSQH4 zDX#k;*Y6iaS1`BZEAK396c_xdsQV7p3P0(5;w`Z_PSaEW;sDe9x*~p%EUDbEwEgHn z%dHL3TD9G_9Hmg(<`N&Ak)U+8Lu)J-Zub}wTZrGJ&`i{`MGL+}Y%)18MIroMpRV8O z{gFkI@Gg(s|4m5eH+jr^94t(eWX#mk6a2aSt4}}&30@e<XZm5Z+lu&5h*N6N(J@k= zXxq<W-9uMJ%rA#ug-1)@$J3h>D{oLt87UPpkSfvX^|MFUM=WV5=P*4eb+Me6kNB^! z?gm}g!!nrTf4_>pQyN=r33)=<J?I@SKhzY+x`9?7`bEt~LVS*cZNJ1j_}DgQC%}4m zeN3itLFC^8DoAC{lQP}jwbk~rvn^;>s;MWm1f^=P$kfh7y6wL?569p;oHJspVnsd~ zGUo%>kn;_a<_M2jJNE0KkD|9vM~UIv2ZfjhO~$5}y<-HZ|0x*L=QL1D@rksb)9j#r z8u1}G{O;Hm(T;empfM-<p0P3k_b(F|3lehv1@0h1ur{i1>H3D}M;jj{Y*g@ocr2F~ zLP)>o{PQTI8G9USuIfy!*-9PqMmumT7XeS@8SX3}K-}pP01iwcEaEz)Zgaat)&f02 zG#y&QP>g;B>0IWJa;rSNIb9HRwFtRKmdER4>hRvtx1cQjcaWhC48rKwSn+=D@!A?f zJwcYi8|Nu?Xc71Ph`Z_za$>`sQqr#sLQefbb+lqQnrN#2s<^IR!R##}IHlhX4+(XK z@ZJEO($x=8y$OS?`6~pW^e(1I71G|8-)uJ@*Y7&$v7j@S8s^HmQNY}hh%YbqGa8<# zFQt_eWV`3}L{dG|Fo%*Q3w{3iFO<*eLEJ`ibL^L3UwkGZ7a+8YQD@cFL0F+MPxaF% zDT9mY!IJ(-?h{h>4T5e#+PLswH=A6Y$lLUhCEBF;mg{@kFuEklADrxkdNaaoxrZ&$ zjYcK2JCF)+1OUDoai_U%rFy-me!IBs_839l^Xkq%5p7>XfFQtEQS!(=XNF}(c(Frs zTz--}3ATKyRTr3*Q^52#B;b#`Be@FQF5KOgvZdZg{(0+IU}3MW<?{y18A<wt{4f3v zDtW;LHP#4xUBJ<AW}m<t-RhSCf3|fwEU^tI(LPW%7~#q2Zg_{v{QNxv&i-dau&MV8 z;=7<s=RV%9Wq%4IEPS<AgW<Y_7y2o=i;;_0<t})9HT)y~1qRT9j;fkUfOy&+OO{A) zb|*6nSFb0hAC&#`!55pPIH4Z>;U65Ce`@Sqn)(uu#zuWFcTFajBs!tfJm^PR4;L0k z{nL4TcX?yhL*uu;KjM`zHBOrHohiNJzClZPhO$rki2o|Z2^|SJ9a?;%N9-O%@rJ41 zxi~W~3m%qJczhWs;zcF3pFh{4wqyVD87SZ6dyW2_(_Dan2P!w?c*`pg=||wv%Iyl= zA4@n+X!TS-AKO_kURKMm)BQkRQ2e3SJ+a2~jOWmC&HVL{D;8L-Ip&I9;<)nX4~(;N zkAI9h(TYhcFhz~UJ|h+IB{Cx-(veCj6bF3x(#iB)b8pE{0N&)jCExcWzxpfTl(LW$ zSNIp!qfZAx;CkcEI@YxbcS_ycm(QL)ZA!v?Qz&CJUC-Pq_$$S!Nbb(($Cx0k4K>s~ zySYWLu$X8-Sq2#5Zb(+QiZD?RNjcp7Uzh4uBmMW2v==a`WIFe{k#8zW&$Lb5et@3+ z+5K^wMVfCpg+5t2m0VsFwqt-1aVG$CBGDDm4JdQplBRs(A6Wfah8R9R#vzzbJoKrZ z(gjfHv*(rdZy8_j?(EB1$?!(bKPPmF-!**up}@M1?LwY`;9F+c&wW!AjrL<YSNf@2 z!#g&V#BUTzxDmJO9XHPU{tkZQUA_yAN$eQbA6^n_x1m(k47|8FC)$(zh<Dpby`^qH z{@0Uu`7iuLzi0%bvn7mgf*ry7@rR$HL%$i8dp8&_sH^kK^(sOWzsD@fA(WMk-5CZn z=k(W_#qW=&wXdQfqDO%R$>50n%KJ0=2g8jp5@;)S8h4dUScWz#Os()=(kI?4SXOw- zg;)8XAQ6ngzrj_U1+O4wHDttK%%%4gWb+<%7_mvT$DOv--TRNWuRb?=Y%6-fgP}B= z6fOGKV-uaad>dQKyrRdY1M4;E{J(YM^M-9ga8m*6Hh$+AS>z}<FZ=KP*ttm`AV1ht z`%I<B^U^uDa)h>BS?UK;GX-^k;Dyr;-^HvYb_kUAykiF`z4cThh5_Xo8TNP4Bk0VZ zfGz>*faqBk@miCi>g4UdBWS!o*PB0NIW|=Ax}Q3yEH1E9Rc-eDkMRuK?309AN=Ky( zB6%{f^;gq;9a#0-Y#eYrU8KHTMqo$p{c88=V`oBYg16YVmfVSUuv-jw0$23q1WIh5 zSh-2uV$>sB7B_VZ8Xbfw16bv2ft{=GAT11h>u=xhll~j)E-Q|>`%g2hU=W|Xt#^0$ z-fa=Sox7|YWo9*IAkToQGgnq08M)iS_MVmg>ho@+kUR-aggp(R*wYu{Zu*F_s?*ee z7e>A6&s^H)Elx6{%rCyG50zzcfq7A)nb}Ak1a^2C?r+0#UKQ&UmxRBZNvQuvKQ9aK zjINGNMS9^*Sa+Tuaa3PXy99Sql0ME+BFJM00RpYHu;e~eI2k2fj#z3kMA6oFoZsuG z?SqUxuZSBxN>QCvd>EORW10jVd?0!~R|8vEKf4KJfoIFiA-ILdzX-DKJsYsW1X5}d zthVN?mFAo;^*&fQzFIbJIM&n1oRww*n+ud<(FKCfTOnDWPijwSG>&Ls9ug#DBG+JE zIK`FT*XI8%n1!iU&+dimt||!UwmIGmd@5PDTXfcb18b}mZhzjTPX)G5m8I}K8t$kM zNcQ2`*y;EeOfl&_9=D8{*CWVO#}r|(yTw^{E^G;pdAEt4s;1r~jdb#JAem{@WHxyE z67kEWYV2_U_P3-JBwCoWBYq0*ie0$allG5v7Q0#vZ|YC6@zY<+{T-=(cUT+3W8XHF zKY=Ose>gijNo~)LPcM<^51X4z4Vmc*q@-&WMQ&n4o|5(gfry8d<l3F~Or3mcg(#-> z^E`<<wN{gXwJ%J;U)xt;92nD9aQYAEzC%$M2=Bepz2o@XvN+DU7_O}~p)3H1m%Dpm zYa4hzsVM(oTHLPaVe|z{?ZjsIT=WB*kgH7<8RKVPF-lNpbaK<bHdWd>&f!}@XJ=!M zqULP2jR*LQVqRxO4(W4^Mr>E{oEDWgo8$f~Fn!58ql)JYhr6<a=j!@|u@yHqq|R8Z z*XbAMwN(<tF=TSL!=T6Y5gqF=_fFe_yTQG^KSm~c4)i`Bh%IR^lR9bOZ(aME79uzw z>nvdm8-gV{b%fS^Fq+<Re7w6LaoV632Ir**KGzV{&BMG{Mcq@Z*F1@5n$C-TpnJ@$ zos?A}|5s+8jF0w~mUSZTSy5Qe-0a+S*iu*AW<jy$xLSzh?h~QHCi*ksscv@j)m5-M zOD*uQ7SwFw1}`HgC2ZAo^R5QM0~42}i|-5f9Hf1$y$v_V_cp|BKru6N5hQskfZ?MW z)gx?iLu9$urRk1zpVjZfel^!WQ}~zlB;N|dzLl6LMuDdbQ+0n(lxGQ$*<CK}^G!w0 z%~%b^ek}|Zj2+fGP6LPI?rMYsL0jYA;4XwTjpR)F+VgN8s+2E+rYF(do9zvV$@;R_ zV?W(ucA{Rbs?hdIrDbCNpXDhznKl+r68<MK&Zku7MpfV6APAyMLPu|o|F;8PrP|dI z^cK~k3m|>0Ys~GP`p{$~GwSATgCheCa7uTKqs785Mp{G8IbgIE%{(vD?%v*4bvFPs zg{fSgzEM~GH#$CJ;>)Rry`^IVd&)LTrPhZvM$@}~m)Fd%i{6d=g!yW3s5>Z#r#LJV zp~<=6xXyz%z);!$tn2>~$*y3olxvF@z!?sGMZlZwI(kE@**n7?5wO2gU(*ta^Y6+T z7Qd8UFfMpns}pc6bspXI!-C9)M^e9nHHt_3fRRHs1zfxEJ4xEQ0`b-g=wIIU+V7uc z&Q}mGPR0(N5L%VN_D0~I{tUa_WW~?U=-wJvZy_$%!ABvpqfYpb-lFyLrb`tOqdX;h z!2?Z@y#A6wy49$+pl%S<K&88v&V=w#Ch8^s=Mkfsm`?bBG&W5GV;@jbclrKs#W>u( z@`KiZ6D@h1Eu}n3Q0N#F;heQ!OGy?CNKJ94R%?X`*>IF4Y#Bdu%i-NDAa=AHwPZL~ z7WC6I^{n{rWQRN*8L_m3p02RN5^AZ!Mr;OI0&D=_(iJ8`QIk)c6T|!pSbjiP?9N{} zhA{we-KP$>UzMRR8a4r$`8_ppJvx+pSab2B^!ByFn|k70kA|@wzSIZehG|`}7oIJ@ zcnjY`o*>%V1(3eHgyi|SQa$LtBj;FO6QZmz*4Dn~AWAzG#R-bg7+w_Ve>fja6n1|& zM+l9E$z>x-18JcV|4f3z8ZK&x&mo(CO&D6<j9oe@$~KBFZFSF|yk1ZiK+U`3?7z6) zP7AZt68Sr2`GJr=AL<El#1HZ=sd`OQ|Dy)mF81eXoBPCEMybRx$oqOLFQF1(p>H1P zt9WW)A=`9#<S&t__>8?QIj(K^J?U4&Zi^GI5dRf0wsH*i#VVc{bg@>uUWqrom1tC0 z^7G@(ouJTIQpGmtX+h@F)z4`2aRjG7vtc)|<2@xDRs8dF7r@)HXtd$&SU48nc)+4$ zB3&%0xaToKo_Gm?-ye0I^l2ga{GRdsZ9=cABbQ7p98+6t*Ff%HwK$EXh5>krbreBY zkPjMgATM^Oa3&G2r+5)TJpuqymVTOi_qoq%am%P9{<{IrJv8VB^;@#Sw5Ma*6QGzR zl?<mx-Jr0%JM(Dhm!QI6K~<A$5UFlUdP~jWFD{d9GYo#Dqu}<~a>CpD8B@EUOo$Z} z#7k1cLgviofoen74GR&Q%o``aFBB?Ijp<?3<4GOoPy4eP0Aw_?>Gr@mF2`(XT#CuV zwD`a$B_f;FPdVd>@Sz2JX0xyJnBa)#3t3+qxK#YFO{IpQ*vemSI1y|51`#i;Bp5Sl zo0Ati_mN>y^>Dx;%3DZg_+S%<Vm==1@S{Jcvv`>{CCO!yQXXO|MK#?$AOH$QAxb1& z_~MWt*GZeLOhGoTqr8l!-@~`5{wL<j<11Ln(Z3e~i^~U9&9Y6Oj#jdA#7V>DzB6Sw zAARMMGtz+RfLrP7P}|soVz<3+>iIv&LRy2vAa(V7DH9d!rX*iei%-1v$>7^o#C^^n z)RB)ZG2}t7a^91?o&mW~^M$G{E;>a%*+{;AwX4y>D%7Oj^=RhZV=&X%S^io;Nf4X2 z9=a6m1Pmh?h_>{9`fr4L(zBw-RJ_A#H2fvUy7{0)o2sDrk)6gm>1h*B!Yn?{t;3OS z5HDGQxcSE*4o}RinH;{K%HiV*RV7VQLg=2)FOd1&kB0mIj}f3Tl9N`-PnLYFi%pq$ zYVJSn9Dzy+NglTmHZs2%58nhBuzq99dDCk54bi9-{4<mKDY3?r^*zx8e9leIrftf{ z5kGuIGkf_FbN)q?zZPCW9A@>3`6|2i8vHQhv%f0$Ir@FX_60rpd1*>SGhDQK$t0h^ z`EYg~2$B9Y(VjN<*iNuYIIeRfZe34Ca|NAg<n@xK$NDqc*z~(@9p|szX;Kw=cvn-$ zV=H){C&X<8uUh@p?%pWYjoE+ZlNmYmk2y3@i-2-a5jmEui$Qt=qyLoJ1mY7`FdqwT zmF_*~GFVd+a7V~Pg5Xu7Nwn+%5IMTMkUicDy%xf~L#z`_s#{PJLmY$I6eF-1`XawR zSdI{3+8UvY$N*e&RHa7pw<w!lRiLfcL#57|nJ`S_DF=}->Fro^h0TT-HLS;rgHHVE zd3~<#1FsEiERL$8fO>=Og}8R}K-T`UZ9$O!O$xIdUH4cf?b;lO-b5{>Cq}O&_3a=I zsH0y|Im_@=%zoY);C9(b-6PfGxpySgVf+jyHUd7&4+#evR<LL?+k9z6!oOn%D<HoW zPoL|rxm#@Ytmab0P0lA>&#U4{0Z8>EsCO-0To0|_FpWpAj@nOM?34b?qB#ut>N)`| zB7VE<<~ebsf0WycN>qMUc+7&HDl(6{a`>epbE1~shUuVx9z1!yWpV9*@krDz@^hq? z5UVUFoW9`ij9#ZONNbG!<-#4Q#5#Nk`yM;HdrW|c2yS{okwv)z7xWiBhW;|YqK(#9 zriRQUj|Xjd1S_=!r;YgQ7vHIkYwDqldbl$A!yOUVAXUWSiSt8En<(<cXd~2d8jr@7 zMNA^o<<F!BS**j0(#xzQeAVQ0E{$CYoB>@@p&9WbEZP-2$Q2_f+~PUfi+gCprilNv zlHS%TmlgiUUjr^>%fE>ltS0m>6%#3!mcvP|{X)!@R9&;%DDH|1vn95>1(&RZ-`lIu z94^qd+#gT)pIgYFuRVj5u#x$r0`3S~4o`S_D~wD7UzO||Y;4C2{5b4OqO?_GjKmjK z`v%e64bYb_)LGJ;cpj~v^YaXK+5D|(;P%<jY_=Os)6iB=FFNFT8WY5kTNey_jZqpW zMeozk4WuwO+<kW#YRs;49?Y9vJbG?)FW>K(_P5k7F=#vcs7<VG*T-wbY3Y8=m~7jp zoIqfJ5X%laUH4Yi6l|Ig^|dgX4do_9lK<hvfq3CDx`Tw>`x<$gfAxbde`#pvgwH_l zUtF#eQOoKS^+fMsv_<Re?sr+~@!5VzRdxL@!T{zO1Fxug@`@eT4XO6?0~y?X9ZroN zWk2h^eHtU}Pq^&w2TfBsd=l(H%%4xM4QCGEw)Ac?pdamGn`$CYV(g!5e`pJ71|HfB zLE0zN5l76`+TP$fm%#g^KfbqgJpzyMUfuzwHRN`p9Z#8Yo>loC#tr6EDud<gCL^Dq zk8vY9m+sP^m)(iEJ61Q59J@jlyn2Ijr(Ahp&P7v1A&OO><42hkMm!}Q6Id5L=E24M zgf%`?8HkEBZtzlwt~Wg`&j)vHplvS=ehAnp&chct1ER-IkA9%TD2%nj!nslKCRyy@ z%30s9U#3T{%GJlHexaDt^GTzE(4u>PW2CH3!CLCevw1ERRQevy#W#!+^nC7qH7#bg z$SgSL5mgX?R|H504w;rSe;UX}5lTJbp?Gv&99WkK$U0m>>YxUU`k~Nr2yJ<UJKc&^ zEwTal|BY`;cq1lX*-*lL&fn%sVUS&f`8^$9I;8K?!w-qJhCp?z21dmWtV2s|)4jD! zMA|~r^=4DJd`lT-dk^$=@_?KDo3q2*(U_(?=zl*+(`2LfH!W<69#j4M2^64Ao>CbD zZxM@sep%f@nH-Vkc_E*OTMb#FlGT{Yy8UrkXroE5E~R4~F=mO6Lp$|-dJlg9rtVnM ztC8bpz!S?wOYZ)zVX$J<WYqYXO8RM~cQFdq+&HL!_X10tpQRl|Ws!6Si>M6VG4W3E zO4B(M+uyIC61`iDS@vfwz)N<)clP#u^QnJnb?j>P=TB44c~O&sG}Z1Nt2uBWWm+Xq zTbwzJv6o0c{2S}QTQ>&zfXp@?spKU=CihS)$%C`+4i{aOU155;ds|N~Jcmc0WckN8 zjT$Ql8t%bLWJ7~UL9ucd&o&jGqbd@UCe7Qu#vAZWYbDjmRPQFRqD5pS2p@|vn{-ir zyP5sDF&2L$0=frGDPXR$>nO9o4s=wtED`%V7|VQbmYubMp|_CW_W^242A8KRwE1$f zH4S$d{-5k~hn&0ynQUip_8X6|9IBdauE<$SA}!1j{=?PpMJ7uc-&YFw8x<SPTir+V z$@r?-{ob?6M33(g!JgK|Fz!W_gR%A-e|}Yk@p08d{$*M9y?aR!GsF8k>KAsgziTb; zq;BwIvs=iN|JD6RQm&E>={oe(V({YL5b2$ru#x2Y#l7)pNmK^AVmZ7qZnO<ch$YkK zuTTz+g|8KFnSd{9no{^Bd!zL<vLsWG4XiD;de$~AQ2&@_f4tbFC;w~9g)P{}^51A2 z;UL)ehT7MidMcfzsyP<n%E6pFttCRPZi{XgzCK*=L*n%Sv>mqs9bJLX#sKp))Ols* zCs40ws~SvWFvTfuEnWO>=_y6}PbPdmZsCA~II%-{a5aV|QWQ3;9J(X6Qv~r3#9w-- zZ7R{H^mp-DHJaNC&GE0UsDB%`+omPcX(!pm#i-UiQcWo~&=#Me_#TAuiN3N2uT1-N z=Vc<mtFHayi;xL}K|lYYx1b$eM+-<1UgGUR97KlUsRwoYcp!IE=~^BN%oq|K_YRKq z5n6xEekp%Cp%dys6>YUvoSA)u&#}h~nGdHdo><XM6ffpC`W6VZ+t(<+&T{@Bsn2Cw z8qONBzQ*dPsJxhI1>gBu_aco2RJ@>U%Wr^`fx2IPDetCcsRI_HQHubM&3Ts{4h%i| z1$t9b<B=Zahr$F;jCIa_`q7*`slzxw@t#M$+Mw}M$lpinM)#W@C#D(yW5^$q0fh!; zY9}Ei2fLLPJr_Sd{%3Kyu@+QloB&qMM_Bk+sLy>pC(bLu`3P1CmNBfzJ^WpF%#Tq? zdjE@CYiLDtlS{zFgG*i>)5qcroir;V{)3;6UO~nRR)K_ZN-JXbXh+a$hjg__35!pS z-KTTE)k5jAr8VrYq^)tUv*xY<V;Ee55IfdGsopLw06M`C$5e2XDQWogQ#0Mn0gEZ< zZ*I9qklh}Ou!|-@o>8g*bofjnb{kXalM9D;N?hVKzq{dH1!m7tuvPeOtZ6>&j>PFt z%V$W48%#90y)H?^noW%-k|l|GAkKJFRnb_j7wcE{LtH?TJXMSd&2FWY(zpR<pYyLC ztb-}j`K=k5cIe$EzAG8hmF}u%n88cH?hb)2wJ`V@s&+}SOSM`5|Mp!?D33At<}uWr z*}%<5knhGB0j&rbo~XGbb9$9~ZLI1}InK5rm&XtX2r{`lkETG=CQi4A!7Wq!&Z)a~ zcaS@^3j_cB^K-%xSUAvBdGBWyxpXdcv}ppbQ)%s=_+WxURVnDD^@#0&I6v0pfG;(i zl{@7bOT|7F+VmpqNxCu5?f}60+qNKSCl9)bVfC5zlCcP@%;d>;gK>1k!WRQy2Z{ZX znSWhH>AapidGO1B_;u>`CO^Y0HF$L)MzR^qa^s%mI@g_tuL0&f)JJ^NK4#?bZyZo9 zDtB8VhQ4@nolJj#;&&^bIpqZKM)~F}<o{fry@6{UjtAbfv$52q5z^+g*Ex3Cj|HnX zTpH`uOcqbWm(C8hO%H#Qf76>7F)3_uUKf8b6smaEY>2xHkg2*F+|>E6(+1pNF(X#+ z35C>asa%^P0rdRYUIL=b25=y*N*CFvVZw@q!|~`QP%~Q!sJCGLd_-`Dsh>sT3>Ib~ zcwqJDVYuT&;0u47^q$8>UOZHGzQq1#N}Z#I)hdIxEkN&jrc-(D6?TmJm-251D$MM; zvC=bKxDZ5i@DAy*sQI6&Lp80bMp-sOKyn?;|IPccN=~X=c#!AM4{f9d5c((w2dn-n z+QPA+qu`U3(4K}Pg153hp_=|7|G$J>BF#Z0%M{5Td2>Qe<4NdqXLX&Wsn~1%f?Prx zH<B*BI;=|gm?U{ce4#k;h0u#@QPAEtoITpRP#yraY24B;m;5V#y1)+Xv$-zIu)$p2 zBDk${^^22>DInftL(6h(3Fby*Q?Kg!Wd->6!LM0s{BN0Y;6GF^4>CE!M!oWwwU7va zO&<!biveJhH+y$E(BYyHMzeu9PbcJ3`pE5A-0;hg5geF9%6Tc<9}KKUe$oYa@bb+R z{B-A(Yj`?oRseAWkn$hLcQ#%UEPlx_9Jw!uA2A%~XV)>Zf$vzBGL35bXE2NPFM1-C zU(SSA2m~YYSeXrh<>R?d@m$)jN1k`>X^6|gyuyYG-wZT_HI6Cvh)en_p$l!M1w)R@ z1-Qwi9{3nTupCw@YK8uYklz^RigWdcswN6yrnX8#Dz>Ui^;Q2ggGpKRrpFiL4qwb) zTqiN=@NO)J&tT?P(e)A@#@fp^f7CV=`E#s22S)keM7G3wtmf>X#~-Gw;C3$6FJI|M zs?lFSy}9FuCHxeE?&Gz&WXbixVMkuKOhtD2y6uznVca<j%7|e%q7?CU-?QP5xe*x* z-1Su`-NxKvbYP+e+7MyPt$I)QS}>ROHQd-4ja)9Smt#k{zf4O}oA_X>t%!0Ld(}fX zmoZh+a~2bQG(8!N9f;70SI^19SSJ8WwndCNH`4XXWh2L_i|+y!gd%Ab@XP!wF&d`6 z_~|D@w=mdsmM@WM)zGwW+MBK(dGLO|lo>dpzx^lmuZVAwS^09q?>gK;%PaKhBj_p# zb;9R?-D8l?Qv;n0>p#>Hr1W3yYCL5#qby8ACGbMksv_{<`FHhKk-KV2HoQy(R;HIY zY?--miWrH#me@gZ#e+7n`YfTk{M)|h-9Ey$hTJ;C+Q=sR4{6yU6IR<MPW)qY29<Mz z=+9jT0DZ_BYTRwezbbT|@mNW*G5N9WCbTPZ(U;uGtoj?M-J~`@CzuVs=Q8<+Hn>AG z??cfn3eF|_!on|_kXXy$j(_}Ls?+8vZ<rpFi}wb;B+z<~K&mw>mU7Nq1^zBu)c!Wy z&Eu_@wo<~~pDT=}|NLZlDVrc`$Y8melRTD`Fr+sy#Bj@uCC5!-e6LVW#jX%#6Q3iF zdPZ3)TJNRjwAN&eoiHzf#YiZNDYk4?!3%cWXo`kS&mjHdEiw{|O&b7ey}P;xON)vV z*xpta8276aeQz0mF-vPof-kID{PwM`W8v1Z(U1IPviiR$I`4mb<8@zJh)P=+Od?Lj zHe(%^9yj#e?)Yf>W<FeeakKYkQ=&JO{yyqq)?^ZCfvtnsbx3m>b7ZQ*WN>NXW<^Wm zeA5Wi=8=TZdvpNup~nR2V-Kxtd@*HQdy(++i9o-`t@U?Yg|z>4D-XR}FnooWS`o2i zAhbe0#^uTz_h37uo=!_~KNLZ9ierfHO4LcZB1cm+=K|X>TC$Wh<8J?b*n@{jYjJB$ z08q`R>^|iD9bBdGFET|wl|V>|A^HDD(Rs!tz5ji<PQ%mEwv~g*%*qm1x#52*^Q5Jf z<;a0)W;P@=Q<RZ)%A6cCR}N08nK?+U++Z%8kdw-R14ThWmTb6x_ah$gfCv0u@cn$g z*ZX=`SX8J>UV&$Cu5|C`75AU+PqT#B<@@ZE>e_+CTlCN~_d#=pryhMctA}Qg0_$!e zUry%=#_p;va^z!&l_d_YyrQL>Y`xyfuOLLeWTy}z`iF3zQH4#-_iW30Z7c*|ReP51 z4>{}*{Fd-Ds4O<)HEqBCX?~qs->CKzhubErr_R_T+SAa!@9tM2i`Ef3k>TxhV@Tc- z8Y@zDemjb)<r6_ia1-5443`Bp3s_~czOxsdNU5SvMBdV_L3Lx0DWR_V&VFf1ahK6Q zPNnxjtmpzy8H7T9@}CA7fG^vXI(MpJQup>M!BgmK(o$M<<X+%Pa>@OiL%F*m^)z8= zeQI~p9wcU9lW;6veH$eIzLDBuKhs0x24EtODaBfy_L*lG;O8ZJEyP8uYRYO<d+Cm; zjIA(E=pzS`2D{SYzg~jAB7}dJI@>^;(RyWtJIlQ0y{|9n%`9@ps*aRkoM8lnr=tHA zMG0Rl`o{K$Or_HWx)OQi@$ZUTe()N)<j;khyFHJj_Ka61N55xQBr0|Pgw9g(KgNcF zvK5tX{%!0%s_>Bt2Gf!H9<8xuUwqYR{NqMyjF*~*Dq_r*i*AS_3JCr2Uu?7HcWvWZ zJ&3sSg*Y;wi1bxj_1#uRAEn*m<?WgCJ}_K+S9c3PBRS@xjcVKQa=hd<aD|sO+ID;5 z^YUTrc(^_ekmx#qVYmIYB|0Jfk*4`hc{TdkHR_)$ju5z?Dczq-b3rQ`r`daU6nHgt zdxwMyl;z(rsfrUi5XuE&N+_z9I9|=Ar#v<`#DUYO%@2ocj?Jydm(z`>LJ#{TIY1fm zH-(tMvh+F3SheQ7g6D*E?e0(p9@h$rz9ZR_N63_3NdS6ER!)eccQ3jfD97i3s8?RA zE%_gaHGg9NPzBdDc(dg1t=+{67ltv=utu}8-}EiRNXtog?pwn%+zZm=E}{EHeFG9y z`69)0aWYa{7VboUVQv2slCBqZNY%r(#FO$7s~3bj=z`01jm-Oc&t+}YgLvc$O2&<< za+9RLqFuwM(+P-7+C*=y)C6_x{`;T-iR_keLvlfvsv6N(`!ttxwJ%}G&-SH#Ut?U9 z9qt08nhjd1XMU@Juf>3ENiMW=@Uu$J=7pR0z!994m(|=Y=^{$pf)%GinZo1m83&uw z{0VaH{aNaNB)pyT=igF_ZFy0`j@Zq#iAA@wgo6-rJ#*Puu1aL{Vc`=E`RqxJ73BM< z&?|1GOg3bty7yn&M_hI%xkc<qvYM~1>kXUN<z*xXwdef5p-z?FFuB$Z#+KX87|4?& z3()gipR&fE4fWY{;*?98s~@wqSNhqe{SeVhL9^Z^IF=8~?U$!Vyu@dJkF;Z+3!g;O z4_P49h%jDMh?CrmND8`CPOim#_6K}&vfR<{M=00g>0;D))B{B`>n5vxKikC=g=o(* z=M_^hw{3`H>p(qydobX6>TpQRqDu@=^T;zAbiZRVIx%+<S_Sk51IriRZ}lEKw62Al zh_<+hP5?g^Z2~h7?maCvT>9^#cpKrS#QB0`C!_5u(fvu4R!&5f)=e3D+5YF5socZ) z7y}%$dLN1F>rV16ioGPzZPRAnq|&RK$n`(5eLJwfec38=Csb&}25>sXIP6!{9qZd; z_5)WlecAOLeA|H?J*ovOI`+ilgUj-QI0=}IbpVHa*59c9yVvs`7^|TQXzeZ2WIW;T zrFYC~haHAhJ>%)2J4W_o6;^)b3x2L%9#U?j<hC}IY{7w5S~HYi!@;daq=+S_r*`I1 zUNoAz)pmG2s&ZKLSgAoIMs>@7;uZdUyCn@fhBYfB^>zWzl@&ed>d<>grux*!d%c{v z?kdb~=5o2XIgUvFF;`1K`Z3OV#~#nt%1I|>N$j}P<e(`Z8R%(PHS_jxo6IqbAX+n% zu;6t&R-oBlcsiSVBQyz_$w>#iV}W+8{YG>gI~Co9<ht$CJ~L~JeunP)rR7cg)e>VS z*)zhl^OP`i@!2f?T!Rr{$qNXF0Ue*6T;l}oBrh$6Eph|H>=Ue80W@&x=UbelbE9SN zg_ud&J6-8cavki+2H1Pir>CH+_WR!JLrX|5^E^O6&PFGx#Z?dw2SecUlebx3EA4!~ z6k@^(IOCaYd$GSJS$rH>Fv+^5w*(&L9+zL1CHB*PM$27S!Pgh>KWK8ko^?zbd8Y{1 zCur3!$~Ms99}CuIUuQ)0GYxY>cJhv`EhrLI+~ox2_)J?+9+**$fBsf<4O0!@a!<cm zQFuTt6lRL**{!nN%Y+<C#25QAi|OT4V2klr-<}W;bdLfUl-Gfm_$oGpI%{+4r96`` z9FJT=71-#4EcVG-t+i=ne$!X3m&5mM(t-qBFx(iOEHcx;#g?F-DnDn7C!>0-SuWP} z^Rg$WwV+u_cl-v(()!BBn&W?w-bBiNPGIb2zD^~TC!Hr8j*mKy_T39UJ8^e%PNFtk zFz|q(`i)G^D<7Ul8Ob#l2WjGyaj+afbTCU&Z>5eg+s}2xYh5KoZ&qQ!ieq+S9Rl8c z2fB!1HfBoiMT?_X50R2EV)Yt@wd4_Nl^#dy_LbWzVGKDAWvu)$c^(yGzz#O(()e0s z!u*^OlRd>P#s=j%0fLou?7Z##hEa$A;HA3i*qN3gh1zu-?Ed6)0S>v!;l(4HRhz|& z4taJbG2n(U)p6EY!N>dc??61}b(VMLc$-}8I#0fjP=^&m_;cK;hJu(aTq}lgb9qwz z;AUUiaMks_f%-1X7>fAjqYa~QhW8s_;hIoU^E@&-r9t?lGsH)H-`>Ml^#@7JL{0Qo zaSX*d43Oby^Os58m6NG;hsf&j2c4T9RB*i_C6TLXfG4%XOIb#pCq2+q9Mf6SG4<{C zwb#0asZE($e5jc;B5$xE6LZn+o%n3Xmpd4Vcs)_#-ID9SQ;gkTnT@H$Mea_5E$Y6` z1gd9e;X80`lI7R78Pm^K%L4o#d0I0E9)0)6*Vl1I0(IuBUV<`dUIn|RE?CB&oC?_( zUy60~Y0Ici5(zU&bI882g_zG93YISNah6(DWJ>d@0>->4&J7OpDj>~`cUfXLMQ7i2 zO`4APb2^SAuoX|?rShh_Vq8+^Vtq0#qKX1D(`Iub<_BR26Ty}R&WPs*v9|mL4S^;) ztLgQ3Pc#30TH=W{O$qS~%qOAWF++C~KGb0Ab)v&NZ_8fYf)r7BJ<Y1Bh^fb;S^p9i zbYoKrf0R9jpQnGH+7J4J&}Q>`M7wiVveEW2TVHej?;hm+Sa5Wv_T)LdCBs5WR&7#t z80o%%JmX*k^4WR}#05c}Rwts@cLsQPu0z+8fcW;G^RaP6NA~k`UQq<(3-NN2FZ4f? z4+7F|Bm7zuhi^%2&RPX_GwQ^Buv%-T^X~;-2F=q~Wylr)sap$Wi7)Bl2e+=H<3`1x z8JYJw2TWu~jBg1;B(5}g1O+#}U=QVfR#&v_8F9Q*nN1$7r;qq%UBy!CSJ%bIVHXc< zK;P!hZ%C$PIf;|zm>s$uS!twfkn*6s($a09E_*@S30ol6ihdL4a>pEx@36=2o#kJu z<Su}Z61zlA+04QHvc%I1Mw#w(SfG9}^5(zf^<>W={M-IR9uWEtc=)PLFI$Wn5J-Q6 zcE}s<=3fDxkF{{P%(9W2;<o8g2P?pFe0uzNQdFAOqxnD#u|OMrV-ZFE=o*Y$Xa7pF zyDj(I5x1(QAYcGSjcv5;`U3iI>fx){Q%twtc`jMQ^?xXmWjLLFW#<mC`J3U|XKJSi zPXMMA_q-;b+cde=lk1E`188?79jCkKk$0aDb!GdcqM19e@VY>0yg=&o8yMsP#Y7t3 zr8369y*^|+Q~vE)7LBQ+Qs*0(3`G0d?TNUyI)9GgG72mwFs2nr-J-8t=k|$Wmj&ad z782AbY*8unwkPq2rh-i*ZcPRD&dYP%GW8!J`sek^&DDiV#^+#<BgLfYNcSt+LpCS* zr@*;?D|B$otT=Er62>aQ?{Z_<W~zd0sDs#(@<#Ea;d<W<cw;3wrU`zl*<?j4o%&0Y z{@IlmInZQE=3ani#Vt>Ho?t3+*f=O6KT(=CGDi*cv(t<4KJkz=D^nf!2R)Z4!{Q;; z@K()syp6g|u1O@{)NuEgU}iP|O$93z3^&Xrzlo#1By+r1Y7ouOmtHX&S+`eBiid!8 z;D(s-zUVKnMPGCl?Vi~Lyd^C#Pu`;MR2+}JH|6(Oze+*E)RPGL#wdfw`Uy)`<?-Ff z@$FOsn6EWjYsr07xw6(BV+g2JVLgS`GtN2Iv-T7(P|he>7pcfot_|14ZKx||CMh<H zEP>&Y)?4`99{h{?E)GTn4h-~j>dfEkPR(DqNdm@O(B0g|_u@wXtiOCiB@LcEjXu6E z%8Pw&E>zM;!bw*h>Mg`LKlz|m0zc!R+dxBBJE3Og;dN$pOwPk0<wiM9M&=)ZnKdU* zUrGWDbV+BJH)Z=vA`C2O3_M7bF}I0gxf5k(AFfh(`pg;Ukmb|-UAgiRZN6kRHpB$D zq3;(}wz}E#;!3OB`sVku8;bfnB5wM=CNPM&W_UKLSj-6ZH+oONcT4#ezi4tB)(+DD z=rfK7tYS+d!f0>Cyy9C?nXLpzAub%Uw@ss*>Aj$@k@~cNi0(f-f2dhlrZ~)YikNPz z4m~;}_*-)6iCY{LqxzZi@&2|J+E3K?-@*PxmFGHR{S5_8&Tz7qu6RRvtV6O*+H>vy zCn<%$={!yQNsz*sxhcDMuu*ynr3UIeC!dmyaJT)xfa&-}!HD<Njo(pCiS+ve#=gw= z)H=WUG2;R#+18%rzb;;#N}F|^dLe1(LSq-zGYw((t?aeR4$hMm{zNO8Z7YNff7MpM zitt!~qY(ck^?9jZ)7jZA;-AR;qM3wFs|8QKK`9BUvTG;gb`6QA%><dhja`1yH=vsr z560q^&P|XYOobwDYM=mofi2M=diUVZ`O4cwPBGGPUXY~lm}$xME&wCilXmhB8v!al zorcLHkp5Tl@8#UOGgbxaV(Ha<+rGX%f>-y)ZUPx7UVKbO9)z3<6vrN33xkEfAYz_M zt_dy5&jD10Y?K}<jw;Y5>Ne-j5ChASa`eqdE^pP}A?Vxd8QV%E*z>xn-nbL>A22ho zz*P@zzVC|7Gm5MZ(3wsI7X3%vdK_?YYOepFP<#q~toI^4dt56awfcF)&G!(~w%nN3 z+F`*n_~PIEoPzD1{36gVfWN%oPu4)9ETMxdhr3*SSUx=$Ctq8*b^DHM+@awf`Yhb^ zHHInnj#12Zq4NL6;7irc(Dc&e+@X(7WZ$V~Hn_4^`!N2auOmHng+EeJi_p{tAXfOb z%J|b|ac%~c@tE73o$d4qdH{aJQzF?Z^Y{OUEHu-%*OUF-AM!<?k68KNeRaN|-WnI( ze>|H0opIx~e~~b!+~$@&M`y}8c%tf~XEUmZcFx%zvPlr%XtmSr11Ups>4)b@dXN#* zG4&;$H)Uu;!=Do_{)zHoMA5m9++0GPhJ7hS%b^G;$kQ|H64~<8R$pY_r=tU(0=~>@ zy0P45cEzo0%Y!@mPmw1%tFdWZ$RE0;msD#<9ji0!;WHb3NyeiB%uO;o^3-bMgKeqL zqu&ci>os6AsF~-PH3eVaun!G4Htc;);M%;B$;eC#+*#l97b+sZUaN*ss>POZQr3ds zDQVizjc#66S8S`Ie`f89z`Nb`yM(};A<=Y6U)9Vdw^8|1<d4BMP=*R{h6wAwsK6cR z4vbg^dgwWE=FH5iAT-eIq<A$S`%d$zbxm$We8>h!XFY8wioQ!?8C<zS{T$;M(lz9h zS1o$fJ?r!ZLves@2ljeygDQe)m=W^)KgOBZy4#I#3(R>@#S~&V<c<$>22<Vlb#z(- zvSx?>dgYHae2#!lkA`;O!Y$}K`wu<2sMjY;w9sZ6&lRcWP?()_#;MWQp7g71yLGds zQJvSYJq4c$UX`RPQJ`|@HQmy${2j)P05l~{(z!!KQ|H|bw4z@{FdVsIV=pTWPKUAb z0)7?rO9eB9;0Up+ssU0Nu5u2ZJ_W%Jh>pqHWS*1B$^^(Y3~g7YJ1H7y+UWflB5jTC z+%^FdcTx|h;v8@g9P<ZUa*0mz2%K<PS?b#)$#b#&30GjI+MCtoavjv^AHVMVIy_Tu zi08>uHfn(z{<cZw)NYS5qn9~jAXHVV@`3y*30l*qEF{!DIT4*6NXhD})wV~^8T#YE zQ$(+(Txokvo$3s<KT>9*nq24Qc@b#JIjuhD*HxITK?+pRQ)w>hEXg6b`Z(gLfa3@* zMTG7Wtd}tfe-UR)lGp%LayZ&<Z$l<!SJ)ieQy{XkP<wSZoaARthSGwdv6)T{u_G5* z%)$6;(R=GD?byLeZlBmLr*cxUzaI`{0MPPMjm1KIAx}DA_FiSeuNVKJl^k_d-3`E# z!gX33BfKmz8&J-!`p^hR{QokVn!{XF5y?&i_Qe$9Omd{D4b;d2`i|=D^iu<{W4!)A zsBQ2ndfwMH%k-x`XbL?g%y>+k)L(Sp8uFl7x4rE#1Soy&U|PDFIs}23n{`~zBb{Y+ z!wU6B)!b`T2mf#u!!Q%~#vyg<Kgw2)y6S6_VZV#-Gpn_g=Oc~*PiN{C&qd#I7er;Z z+HmgjVN%b@@3@nT-0+K-*E3F``xK8%ILsaaZPnph%-I4hJGC(jbR1yqwENdx2R%at zaAT4hfZnUs+;au{F($UqYk=l1_D!A5riM<6pzPy)y+laWq#?umci3831U1E14KA!y z<}L_q7w#{WHEfmpg_}(pK}>pb+d`_(F#lkf4cB<l5j2P4vOLAD(Xyj6(ZDE0K4cp^ zJ=U50ooWC0<fDH?1n03G!=c0=drr{8b-t74or&fCSp@MyT1g4cj9Dc#*(8aUj#ss3 zJX|sJXb!qCSyUj=?v1RK)9UC?RN&dw**>d(@j??v_2+)kfu{Wthi~8xbMb!?+vib> zx_d<~a<kdBf-INmAm7HjyO3D{u2p&Q5mUKzktGYp`8bBq+k~%nnz2F&CcMk`(SB%+ zI=oN@g!uN#aRRT@bHqWit(R5gD!M#ZIH)$o9{Z6V(nFet{BBc~E()P$<6gTSL~wK8 zqlxumP^y9iv@`(WiM_E8l>WeiaO?!;jYGlDrr0(@7op>kNr<wyJ{nThZp;e*0s^uO zRj7{oK+Ti_?Pe9&kVqzCzWJYI`5%J9HjmcdLILYnT#<`pZ&D3~Oea24;*CTl|3S;Z zOH5}$#uu&nr9cSOO_ng07kgQ+I0AtQQX~TBo$Hr{vQ8aGK}t#q*btdCXKaY|zjq6d znBS}nYOlH7FLnM09JUW|bSS%^<psdK*4NSE+x@sg+iZaF^}oqDb%uJs4w=5L0_Fev zwZd>nl!uQpZ?6a<KDGYeB>FfKPSK&rvti{M^}Fn26X?u`!(z{NqpgTdY?(X3h+4Hf zvaH4|s@hz7f5|A<4VDGItN$g+Z_{|rnfw@)ASWbmT{CGaF;BgJir1(;1X|iGj0c)& zPRL(QLw^}Z5WkoR*UDJ<^U7JT)iS+!F)msg&B47Vs`HoJ_Eq3>K}wH#clc2vCmwZ| zMHJRN9u{dK@|7pJK@6je$SJ0VR;(sTeRxGs$@5X7-{7*C!I}sTJD`WWML&_~uUxA? zWt)i!Fwp-WW>}+O(xD-REv|?zAW9u_WeMk2sw(@Zo4^AVUE)8P)m_qkjW5~vgnDII zq5{Uc6+V$S?3DLRlY|{KuWYP5TcAE6k(u;*y8h=Hz7uT}t1XG%RXJ9t8c>bBWFFc) zA>(yvJm54fUVNj`{Yu-A$qo|Lr_ljJ<@KhmkB&xQCYy)big1hVKS{;d;PH@hfq~BO zFQz{^RAg7dJWkZWNOFu7Ee|x4Sl4?PH=N7ky$b*nJh)#H+lW5}tFjJ21lK`6f7HC= zlSBft>RY@e8+KWJ+T?oPI)JUwd(OFA@E2y+v}65#=uN&T2U^*cRbDXl-<;VtYT0>o zK(O}grTH0KZ-Z&~JmdNG=T)6AjR80gMwzXji%-L6KiuY-m&CODeMT&keN<({!dQ<X zh<}W>kvI!_opdi=F^9b|w7Jh8Bu&|$`sF95d9vH+zscZ8(^y|WO^6@U`X1>N+tV(y zhLjb-4(1egCXE0ItH$uYi6x81l$h7>Au{{sikVMkYYc3D=d4&nj<b%N-S3G1Y&1o` zw#zroo;^Mkm!y+m;F($iJ)*dIFJh8xJF<^8j}s9C_{tXqnn-DfXwo9(+wYJO8=UmY ztxK#Ahe%tL)9!%MCyj7X?@}df+Ve=58rDgKQdkYnYGr+tWq68VP=9jd(Qv;E-@~Lz zm)jPB<?Mz#nQwD?$CHD7!nbwz89wgZop$5;`Lk#9w!AuW;>6*cG~kdQ;b(!}vER<K z+bcZfwE4C9Nop2gDn(5~=P4Wt6i>^S%OmJ`K@-)6D#+V4891(T5cK+4t7jLCyKOzi z#*zN&$nq?kb-p3sTloo~Y|P}t^4x>?ZoGWI^6XP97V|KTo`;`OdTW&>!HDgK{6xFT zaw*D@!u1$!yYQfu>B~FFUd!Hrqc&<IMd@8W4Vqrhm4XrvUSybo);>(Sd~}_ElwXV0 zsALUrxOumdKP=12bE2d#jYk*LLBC~@$@uVsk47{!dfwE?g_kY*a5_&AOl-~lLwWlt z*h7Q8nTf4`Cr#4V5gMeU+qVcEk3vF8lU3CBB<TE3@#O@8c7I6`sJ*`Z18Kk}*e3F% z;VN6Fr|rCM?q9yhhnjM)EGZzHX9xTa0f5whmO)$4Z+R$+)@p4g`Avew^G&dmKY$x= z^oB877FvJ%wCk@uk)Md$wU?f}r82sgEwwI!xI0k@lgi#-%Ye!*%N}G7GoMM?<_Wbx zZQ@(8spliBo4b+D(%bx|&ssrJAn@(`-u@1O;C>;ddnaz5{+el~{<#{I!tipIDOM$Y zU+35DbF0tM7VMV!%$?38|AZVBN3`WlB~J058TxC1X(N9NFUEw7Cyu30iANlin*7$$ zM--X^19UEgfJ}gJ!_-(mEn^!oVgvdZ{MN)~^nNSNCR5S6bb*z2)19ae&mYWv7SC1f zcp8~@9)Fy@kVpNY@lw#7nSaq?t0)bpKF#t9`A)6Fb|BKfr)%K7&_0%&z*JAwACHRJ zsFeg`yQju_0&DnOU({NhHN2Q_%G|L9?^Q`Pyxe|hV5GMf#@jebO%5nX<V3)xBeyDk z*k=1`6k<AUJ*Il!%UAIMYRhNR?s781FPnnUV)-@aLxqr2`vtrDXGv}jP}y;Z)^$VH zp9>Uw7={_1KTGfkt688eXGAL=iy#Qygi+7oF3RImPQfy(eR%CE|JZditruHxmD^~a z{a@Jl+k$sWOJRgm>zSXPcVCArp(eWKGZs*R<mmh=$Om-ZLEL9W(b8u6t=@B+6?KOS zoXQo9ozeixHlEoT|KDrSrXta4da-M#B;b~Ml3#YgzpoMWr(D91y__VMG+R7FIgYMH z2IRjZ6^+!?6cKg`L$^6Sz~0Bi@2FglsDv`&Y+%~XVo@5{`3g4i@lm8cmD%%JZO6Pu z%Gz!9((W7M`LFTr{~38-jt;mAf<~N^nWVvi|2&{1F5tV$s7H{jaR<_!NwO6D)at7r zm30ZTcfoqPms@Hp9NPD{;e|-b?6sbCuTZ8y>|}{sgiM=*W@>+xD!TTA9?ZUfr8Qpr z`1s=&L0N}VSJCOjqb)l5prt?bd0nv!Fj8j2?!F2xa*x!7>@nOQ<Jxo;-dI>!=&#x= zyYznYjOl99M{qZ4&-ZtpP>u0uKyM^t?u1hgLzmru<Sw~QD2s*`8~=cr4xMY5CqFgP zcKtx#CzlRJ4cPX;25Y6~Bq*x>IhD}5d15R9^?_9QJo1ZKpL>g4rM~$Af_mW?MJ+Qx zVW&Y!gr|~4V|w|L=;Vx6%+3`jwCHrD>LnnO*zZDzFyb#OZDu7~+Eei6n(o}_M^j03 zAzHp!dGo~3f3ZO3)ZdNW4OCDPFYW5Go8+$%Jz`gZNdH8dQpBvcq(2CP?K0z=>Or)k zKe??XYt?xAT&cp;2F}on>MI7%*$8+JCLc6?9;bDdm`!Gv2hC1!wxQx8SYywLNv!R2 z>fwx!@a)l{b+C)g9PoSU^(A@6>hc~~kI5+EHiT3<1nT1(l;O6mL@e0%<|*Ihp|z#W zAKN@hsNNu5!RI`bbw@Bi)#)I7aa*KGu;+sBd#OKVwuV=C8V;D5HBS5_+yvRM8iDP} zkJnKT5I<L?abfMOt5@}Tr0E1X?2%E2PFdTpS(mmI@>c9%QwQtz+<K#JaDGwP9l9Op zH=X<Ng~fL>{%oyid1u~n!M+8<6q42U8Ry*l6|so!*=2Pm^QT%PUFld*yUK;jP)0rR z<{Zxl^qo_GKYqiG+PJFz>P|VQ7<;r$u)c5Xo;Eg+Z0qUjpXJYtdatrrHCeUboF8}4 zvF+BMKXn?}R9+)uBweoCKvqug8a<tXG9L)a{OX?~hDs0fbJS_dys-HjcoF8-Al;5} zNfPv=g<SqkZaKR6u@S1<wCK7x+e>^&Ocyo(_(gMd(B~RQBm~3mM6Aoyf1y%MJN<_@ zXxNJ!zaR92U?Xv8uNV-z=+7xz8BL>_0i=b8eepfQ*f`f~%&%RtJlWn#aX<W#9x+u^ z^H!O)?n!{sS$U}-%8(UO$z*zIjG1v=0DFv*Wfbl3eSd{^n)YhvEQF9o#>38`kV}o_ zyBu1gBS3)Anm=bhL=K)xo;pTzWZrAn=?+>?r$w0Xyo9`oI>Q~rVUv1&k<aw=uT}a- zNvt-3)PY$A!kjK}Q-6Ms>tlCE|9c?Bf}dfbf$hnQtOE8j&n|-qvaW0Yme}j{#cy3X z@|JpyFDbIk%)^+-q$a74ieh7~XrxEJk+|N29t(kzE~4HDqFWzO8^ew$W>0?K<qe{? zH<|Xs4j|32<E&d}2*=-sz~$8HB<U?a`a$YQ83JE?faPJX&0g+>xRt&{XN?0KD6S4% z8dcmx_`(H^v@NN^pIJN%`xAb$qx3EZ-QCf|xT7!koY#lnq_k~SXuOZfo(}8&I*-dp zA3Hwjg-J(3yxj)H@Ej_`-zkURFLMpcFDZ&1G>2{)bz!)NN)zTfzQGYP?dc?bY#f|% z`ny(jQ0wV&F)T%ne~(ulvNBLXuv_^5g!bBpEfDvkWuJJh7tY1QF>jX5<Gu82qxZ;H z=t9M3<zv!|I<RbyRAoo}SbIMn;9Ta20wV)`d>J`)6Z1+`#2KaM)cta4(m1pr!u!KB z@CTL2YtKuHY}zy%Qn>{I6Taa$iuIjTg7xE+&god!mZrU;hygbIWb~#+^&8Z;0Af+4 z`%3zV*z3{5;Xh?TnLLF}OHNPgMrqS<^DB5ZMr*-n1ParK%Cp{bj}g0U(R}UfAfc{k z)!n~ERJ~}!@xeIzt(V*$A*;3_f@MMDS%>hY6or1O@HD4+YOK7*p{0S<+~+o0U9ftJ zQ}Zur_=V?I%tlDb0_QaMW;^#gvVG{Ok#s=t%7-?k9wOYCjL5**QD7w-++L&a3vQj9 zN1fU>e{r4&ue9yB^CQH{&)FOwJ+-*Tb1TldiPSwt*(31&0vQ#G%!UTC!NEllJI3?1 zhr8cS;*N@_+}S2`QSqBP(^Ef~z4C$h>ebt(c*A}eBjTkknu*+g6-HluN7>U<G)%9X z8o?awa=F%2C3&d$+}EL)7Ty)tO39J>IxFqZ=rC#5s&(w-e@t8`(HJk7nTqrstTofU zcQms8AgO9>QJgUUazCd?xvv*KXit`z#TA$jws}F0(X5#5k6(x^+Vq%m^}0it_3~$5 z3ht0XT%a!UiERJ?Oehkh6iVO!r6w8kDjp|H5`&a~w2MSP20Sm!c=_4V*`P>eA$Txq z(A*xwF`qY_Le__5)j)}fJh{)STD_5OFDiNmzC3njIT}xsD2%(TVi_;H>xd**^d@1N zAGrTN*e}Z|J!NWan>3AImr@1CDE}Pp9(KFLUR@x4!AER{lrSs+!)G}=G<~6VlkehN zXq;37<rfom7`tfy=%mbf9uHmH#Nb>md`HbuyB2sZ@V|l#*lJUuRPLAs#+SWBIV!(@ zA@c21oRz4>&-Jgr!h+B*Y@O?s$5x8nWR`qo$!miBbjT~UImt`#vZNIEKl}x>-y0|8 zI(zO-A=hp`&getT-sXbQi2QfzL91P|*dZ6zRZ5f=^V@jsPMVh7^o9&D0950!=E`HW z&x}4ulZLm5DMt7Q`l-hAvW6F;vUUE|{YWeIXA{=h&FYGO@k{&Yf~IVPQhPJ0a)G@E zXgx+stGT__+JdwS&As+8Dfu!rw(=+%B|u&!#^uHP!9>W+*{h>tyg0bmbL&E;HXR=D zz!zkJI<5Y!nrO+{jBdN8mn-s4p%3Y=-g=9{>hk{0C92X#N$-JO&C5>H=o#O4Ff*8T z+4EJCRJe}+M^G{!j37Cfj4V4TEZXoVzh@l;Cn{b)Xa1TsAbJC{SWbTYL44RE0dEw& zbG*{fzUdX=L0zD2_EeM<giZr8)a(*uf(z^Blg2#8sbG@+;fdhio>heaT22$0=R_wo z{77F>vwlB1{)n+%;_{?`ifn%m|5e6Do0E)YWb^gI@16toK&T@5o+;-SvW&{vFawh{ zP+uzPT9hPGNR!{Oz-2q?$`8wqjeX#$B68gF=9q*9q<lU5Qi;2h6fv(Yv<gFQtqaF! z%P)W~<U#k?Dr7^T)>)vOWOObS5#6+46bTh#gjY2mGMO=8WyfTSc+W&p9=T@P!dow5 z4Nxv&ucgVYi2=)xkjS>y+Q^G!k3Qo{ZZK9otXCctKtZdIlm06R+Ct-6cxeDf*XVzc zY3SaMFu?cNOsS>5(&5{kROkb4r|qCsj0XE2tu_ZcPE{^98=0$b=QB0O!2(VORKq`; zbugb}w<6PeuI-T<xn*`akOROp_1vhCiDcQ{oOP=nsWt%z;8%ePj8oh2q}`EW{KFN1 zQ)O=i7xy0FO9>e>)Yo9huV4d-{#T*UE@)o}Y3HiXTL}ItBpl$eU^2x~ddbq}<|3A$ z%|3K91jn+95ILUpwFZ)&7)r1iq?&asg5P;Nzi*pNMp05Bfi_CN9+LuQFz>rGs3@XJ zRnzg;SV(RCXhY_Isl)x!W8c(pZ>sZb(+K&bn;CFPTt(~%3sI?FLHABMGw@vBzVt8| z#--Qh7KLei6_5SFKIX&k<l7f$d4!)s0c{7#5$90kt)xOC3GmNgisFwOiauX^U9w)1 zHskz>@CEI7U0f~NsT<qnc1As`y7k!f3Hp;;QfJisx*_6%vO!m_e_3|nMA&B#|Cns$ zLoSv32e$kSdoSzkzu4>Gri2DL`=?cXE7fnn%_1Gs({*nAD)Sx8oUJ?Wg71{;uY}Hn zr?91y{yg<oSy>)Mr7o5D&cIJ{&(RfeZDt{zs1#!YP=$6X!hEiQBR3U%n0@M*-Z>P1 zM;H0PX(r-NkT+}h`(97g@7Q15>Ab*hcgsorg-B`7&~KO;hHdyq@I^<N!5VDgI`ZBK z60{~d>iGAU)F0G|^77?6{k>sr%Nu;M$?HOXQ)hh%Rl+E5p*5GD9Mftkbl>e1&QCn0 zl@@sry$7lG`!V8q2BFD|Gp;JIrn)e9^s24aK<~Zx=`JPEl=Q>?;4R%+UR@%j0U$4H zs)V;j#<rg&szh}K?P|xFeqmXTw(pC&ugjnAn!Mua-2i*><*REcFiY6qLmef8h11~U z0(A~qXU=d;2~;|Kp#wV`wWC0Hp`|IzTx`FfSO9jA1y&5B7q~Ud*hR(PNPFfU<FErz zlftm;n5?u@lED1}Te4u<_g&IA2yxlMz`?JL3v+h}{)A7C4x|WL-$R=9DopO6MfRY< zkc$YTR-FC!jDz&M-pp#$@s^a2IJot-CnovaJ<^0<W*u2;oZdr{Dx79RbTC`9a9-%L zwA$6bD6gB^S+F@kFQ20`2ul!}bsE&rt!AtGJCM!=TD*i%ct(je*3$p)f52W*OA&o{ zP^A56)@P0(6|2y6xCissuVq0vZSULxsXxEYo#e2e2B5EH(5KPMD|M6kQKqR8`dgS6 zMxVesWj{NFB+?qu(P`~oDR$A9<qheu5#WpTL86MdA-5pt%Lt;s{R_nx+#%JNZs4lh zo2Zj)=5|TrbpRZA^l09!kMskIxKEEK_cQVcg`L3Sa7xExOkgq}@ne?hbT%Fa4O%a| z6#wPBQ^ZA6tRsZEYE@T>O^Q4yGFf&DP&w0hc2&eo<xaMQlGR0(X#xM6NlT4CXu(4f z5bO@r8NVZdN_W>$X3*HiQ9o`8o!VUPbQK2GYYMCl-ZP{8bYhgsnQPAvj#g_=Z}DKF z<ddG-GxE8G!pAB9!xI1hAV(M?yb!z+$wCFZim7g|<^W#Cfb6vLzZu8$rsGQ0!t-3n zd1go`cDtH;hBV!=7G@ps!oM2K*kebCJ+3&4D^|_*O-U(&@9$-voXE7EbrJ1peOP?~ z-VCcap!{(ii{Ih2B=1Q>S&PV7To=&kS#0E0S|ECN1@>!wYnC~`@Uco}g{rbeogQ|% zsrx{t{5BH#K=sHH-|?tpCe|iFo*8e6YCg_KgdS1uX-hw<hAT5HfoRG;_>yuRCR=pl z8s;VtFiAvpylu~|*15)IZ5BywsBWLch>NN;VAKL+iq4Q^E~5J@hc@<bHa5e-wJ0LN zAU|=s6LWDgP;yJ2{5nZ4{16m6&uhwD<8&?mc1mRNlL4JTbrAwVXO08~&)g`eEvEJF zTzQ{)O&hsfF`P2q0}*d-SH?m5?KaLob^Bl&i)_~W0sYO+g{xXZYZf#%LHCQyGSQ5T zJ?*@7ND?^-PNe*0lVtn%!g4HWJL6Q0GQSfweI2Hi&i%R#^XBVZJ|k;w$Z*yme^0%u zlX}AnYp}4(SY;ubsht&E?$EthyCLSHpw|<FNJsCUaJoI*+(Iv|ey#|Vy&Umq`Yw{# zigQWdx%O70v-e5<l%d@02$;j7V`s&wz9|1SoRjKJvnpH_vB>0TEtMUDqIcOVRUbJw z-eFzPOMb~oKmK~+)|AgKNhBv}ng`{(s3w|nXlv)oukSSpKr;_aF$#>8F<~<65J>Yk z^|zQz*1##wM!5tq&_%L7;4JmC7rCcE#}r;WNdyT0<yVd&QFC5rFYD;?xAvT1o;|of zgb^F|403^eubxKz2ysWgsv;pgXWaISyz{8AOZY-$lHQ#1!v<s$2li;PPu+=XKTL84 zx{0*~B_|ad?EdiWR${*W;8xM|D1yuE3s)7IsiDm$T3=M_j5?hZMJ>AW-%O*9`;68s z-IZSax8%zb(3%=-fRl4y8b3!)lYix`d_Syqozwc-lHOOJDR`Bigg&tjTXhU%M*KVn z%8dGH2KoS{?@P2O1$(<-8K}E>NRMYS{FsFOOqHm>itV=3a1!0wLoD|ZvzqR7NBZQ$ zdh?kVqS2pD?=aUy|Nh3U(JF6Pda`=iLsmG`87}*HCB8mrzu+l*0fyZ#KWK4Pd{gGO zgX)D0ct&ki-@Bq!ir{Z$iJ@yr3{9aAKV*t~4VEJF3Ld6^*0kDC7r{&zo?aip70Cig zn2qy)Yv#q-dQr6}$&lUrOwCocTx*@WjF|>qRqm1M3hkcUw_rV;!b2Z*f<DgP!3L{o zJGf5jm-1nCs|=-r*1Nsb3VtYEGdfo6lOwjri6nnAwW$AL_`@JG%|ASCHDn1o^kDz$ zG};bUfU=hx+|-H6kiE65BarghAA2MnO~uSy#*oRhihH!PijA1i)$p%k8Egx&BnJ8y zjn;&-mX~8RS?hm8j{yjesyU8?;zWY>;%{VSYsfOTYlP41<p2)L2L)BU7qPbQ;KK@o zmQ6|$@RgtF0<2-C8H8vQf+F`Dgpz==G+E=mg4;`kg@(dP!{M5)$boeZE?S5Sykds@ z<N#{sj(=ah70h{=Hbyj`ir<U)N7ir`^gzB4{vSyFKi#Otb40}aY%}lc`=-`Z0IQ4t zS@nhi4uu4fQQ5XPWBPWEBigm)<Cn3?D~1)=4c5E+vn=(W&l!(89XCS1Ioa*wI|!~C z3x-7{%Z`PrAzhvT<$HyhC`^6wxbmx8^0N4WgV*GY??8zg`qsF*!w5E-(l<L|j|GJ- zMB0Mq<NW@Zgp)HYy16Vz;z9J@Qtq&7kMhsyv~I|9sbTbZ!409dzoUbLqFtu%2qMkq z6_?i>!j@hl9k8!JdKPMu?LS~gi-#MrIm*@jc{P7dq^t&6`Uh!x(OwA@_NFOGE&0Fs zL#MI#tR{IcNxX)O6SzyA%-l_=#R+K^<Kg8NWc^;^t>qc_<6<xdN_Ej7(qEbNF()s> zzCK?Vg6>2YBH-ufp@BMrhOJC-cZ<`dSsTTPQvd<?7u|U}uDijnDPOr=*7ypS-5$5@ zXGqRA41%^sezNRW$h)v&ar*&r;}rHd-itDulie67@UXQ4jLb2y&90t1u~R-xaOhJS z(xl7B5<_nIyC0TUsXgxIdsVM!Hqujb)Is{WK`V-Aa$E3uGyMWT@nKkIM{o))n1IDa zcZ`CnVmvCFcB2Z;{Q)v_YPzC7=6SejaBM#}OKg}b4EIl#*6&mIDvqUy^X82b4Gd?B zN5tW*6$=fbkE_}gsiZw?@B(5b8V_8n=79GvQ?-}xpxdL*dx)LI)T^M5)x{j+`Hb^| zWx>0K_DsyJu)F?)87u!7<ZY6Wdo*eaJL8Oh(Kkm2ZBtvLi6djbUy^gbK=G7y_iYG< zEm?P6vt1<qfUyt;MjY%58VoYUnYZGHVRXKBTaG<Wdg~kPbC3b370lVf>ySJhCDjJ~ z>Hu1(1nGN~yUS{9S%>Y6^M;OLqz!7NhQzIBhw8$s!d7w5D<i(r6=s@aYsGR7J3GPh zT@ATSO!Tj{nw7SKG689Oq|mQEQ7J6r5w-kMV}{WyZXS@hc@2Caj25z^L>qO03&8z* z$khKp`{#E@m6xcCgv$}Kddt#UPt3eicD$aJE=qPz0U`en1daqFn<UKp=qYqpR)N%= zCA_NsMEDC&4FA!%(l7`cAhOqXJx@(#Uhp_N_fyMZ@5=Ybbde7SoK_+%Sh+vyj&a0L zT)aT+TAm7Dlln~Nxoj$#D>J!98N1sTyr_S%x#t?c{Wj-wrJ7r)79T~m4%56m+N}FP z96!Yx!7acKU=U}44jQe-Mc5ITH`?FL_330zsbilSqvNZo;gFT$|1ZlZaIM#5W0$^` z%Uj|HWu~8!EYZ)lRNC<`%N9u=qYWZwst}Mu$zdGG3H>M9Pu4Y5t-46-{3)Ik9(A1j zZr{0bUQOTkmh_W-AL}@(ZgP1qwrWnCPF(c{ZVON3VxLNxI+b@prI&ooCK3%M&n)K7 z`%b%rqGe~9LCSRF*@l?*U7J@)j(SHE()U8y7n_!KKA2>7@`iDPvZHAvL;=~>+3qH0 z@DI{8Sk^}v*S9>$Qn!kz40v5@ZPkuH`sum%L~pczTYs)4>ex1i3o>$bQlvPT_M2%4 zi0x8Gv$R$YvwAhi_q>2pZ~N#AJ;3mKY;CIWACXDI^LMb~irRpJs-Veh^w`blYpTr1 zqRlfr9oUaLuk?DM4Ebp({#*zhITa)OUu6(oslOWflLme05cy1NE%YOqKz)~5oQ|rZ zRR$4PB3YMA+Gjh@YW*5`DGmIpiK=|U+b|^9K3p$sQ24Nz0R3bbi7UChQGYYZi!jte z_CmjSYW&+RP1L+jbqaVLvr68exryXeV6{y_(9aPYGU2OtS>YE3sp0Dd2l%8S(qSnh z`7aJl{0P=(({A-teFM2*HC{qYlvF>%$OxoM%8jxUA`46>da_30XG2o$rlg=G<m7ZH zqd^53rQM&}Kc<jP?&7w^?1h?Ecus84wR^1!U}!VJ<?mBTT3k7!LNZ<$Hmy=0ZBmB` zZ=A5J>|l>a=2P8oe|5lNl60(a2-T;*VIGo+oK)`V75oEAtdU@M3R$M=bNg^G^*-qw z6mFVjEXLeQ)cUL7o%L0|a)&_v=>_s42XUV54_s3RT7p9v9phOap?G(vp(D8eVY8k> zA4Hx)PAuJ@G`d7tC*5==-jN*_u3yk`RW7(ZTF;0objx16z8Nd<sCzAqb|1dw-`pzR zb`n}ucVPI1B}8k!LqR8cppgKUdlLJ%AhTMh)hMj{+?l3Fl&`}BAtv+4jGZV`-@8Yp zj@=!|^DJ%eRpi*Ci1<QG!pOEUd(1JDC95}DJNiR5@jH)Ek2R{j>Dh+polJy5kJFNx z(t$xxww1>I5@}1H{u(fYZj!CGiMV>~fUt31`H-$wleMP6^$Vv6p&@9x4lP9r&(3r| zY=55dsyDxE2dN|LnuO!yv8XPa(J<f@ec8(Mcq|H^&`pW)!7Z?JS@7?Q^{P|KEZ;6B z^&mkaNJpUm@Ej&NQsP%ych`!i`&9gTh^t;V89`#43fITm<|r!CS0L}74=dPh(G!c< zQu6PP?4dxSR1d7bLGg=1bYS~S(-sJI2%!9mou6m%(nkE2&^1f#@ZFnh^h-ME;{{7n zwXh#pu|0qRm#jFzeq=QNn~jS7r9l^)i;G*bdcJ7qggls5@%H<=0rg964oR{rtcKEQ zk)tPGLzQkG<;bB+*3b-4z6}owXfF487)HW=;`OX>4BB8}%*Fm~#5x*1Wjw124-H={ z_zcX!ev6U5Hln?Mp-#@n`t>4D4zIgO|DM`YcyFWZuhF)X@Q?9;D_mv#40S|M7g!gB zOqA}`j`;pIPSx?KbH#CH4H|%#uZ|mUz&lCW!yR4_Pw^qc#mBJk0JGD9j`VRsOGD}w ziN6Q;ME#+N=Hw{7xl?;RpG9BSVhcm<`%&Ykn+ED0s#2f(*Xl3c7{B8CYQC(lNPjQG z;HrP1^lzK#C>xx?qGH-o{WtUPZ>anWuK{tm(++xX{UKZF!h*fYuRP0M<7DOyEjEtQ zq1@d#A(RHah5vjgxRHQDKBJ%Raa)S2Eu6kkuy73kd#ZklLL&AFe+nUganwIy2+vFJ z{LzWrEVj7$l^i)*yg&dLu^5Op>*3rBn~J0<jI916#M}txO{7XT=)39ioaLk1g_v)m zv!neV7L}Y|BwA3`N|MfS)!n>}1wVn5d<0ltVW3Wpp^$FDKrwsT(w^{>8;hX?X(vyT zrvVf|_K;eb+PZ0?Gu%ICZfH>2EG0TLs`dIh-XD?<Y5tG0y22JP=jO^8DiFyTX%~@I z7lU`ngq%x#^<3Sb9cUJIht?Bw%wKNYZx4*P1PW@(kux?u25`Pe4yd40^mUg0xxh;O zuRQ(0tcC2j=(Ns$t<j)~zItsMEomiV>F$=txXh9TZltkz_D9+EqZ=XVG5UMMVPCh) zNvS%8sNys10~kU*M(INu04TFc9Z11j@aR)s$4B;OB=JN17yIvz4}0KQx1jBcLpKQ7 zLmIGIpBC^FhL%R%;2wSxLvT3+W9hI^$QZU^iMOH*=b{YM$f?0P5TS0ycRC%qopoJT za5^FVotq0sY5fpWG!M?KJ;o)(M?8r+Oi#J1nY3K<5PK^69)^=Z2>e8Q6@6<Pp1jZG zyyRA`PPe+3NPRC)+KBcNHb_8^#oyUCCr-9*YK#951cRRH^6WWBa<haRN+w6e_r00s zia#G2uxhjX`gQ?3mw4+QtK^bk>nl%QPyk1#)ZHnfez57#ocf;crd4f2ZTW9ItJ|(w zJUgMRR}ek<b#_37AIdVB1+st7n4I;VeYIBw66_JoLAQki0Cam~(8@EvYwp$9pxc1> zugQT^vUFeNfJprzzT82zjRDQ*Xvs>|8Hf*n-l50bvM1#!<H6IBv`b7SKEz?EW~nVN zMKR+g`7-P#KN4xMl3Si^pQ2#8{|ok8OU$AKr3vcf>xJCX8jzPDYgmN+Guqa)fOul% zeyIaR+U|zippQspv=novnKs#C&_4oGzTU7hxrJH(uE;5B_~0xLWXcWXg>}LxhwdoL z)E5^#9#<AATs62ysK;`^(tVGCVu7o^sF#uEltz+bQ>W5tKY`dA>8#KD6rf+!MA<00 z_{76Q(BS=D^wX)i?_u^9gstq@hZ0Y{W_#5o2{tFS7$UzjjG#0W$Ptn_Q9`OeWf!`I z-+3dg;N8lLeR`5PW^&D~@i~S6GR>;lwW!PK?Iz6U%3xVkThduA>^`aAHhcfbl*=;o zX^CW<POu(X!JHa(8bBHwuFmC_KL@nr)&+$RkT*^VPdzEXUkSqcvjc$9W2NG_(D<Fd zBL`6Eg;q;1UsW1^Z1jRze-e1*ZJT*q6w!zFJ29BQ-uj2jM4GJ9vh-X}f=*`18RbKE zTQ1ZkhC~dr0LxZKaa9->nT-MLQZMXM*6aF1DoH2YB5x6Wx@+tt&O-MIk+Y}2qBh9l z`~QcJQYak|(OSy&*D{aO(;J*bWiQG3AH(K+-&rL@`+7ff37_1BMm=t1G`Y3?FHghA zU$_4_;BVDF&PM&>Ug3@l?K*RySF|lXW&^pK^2S7+wbpL0iT?4ETZqHQqb!K$#9rF? zppior=kvbRx5*7irMM01vY0;~o5@%68HMPahVztjd+B=}KtBjxlYx)`mb$nuAtsCW zYQzXu09}i8@eEEBcW2SDolfsj#maGYJS{_&$bV~QRBg_Cgi<^Gen&+uULlmxMD<#3 zlke48oOJpHNMwSo_HZ-bK*Kxg?1T%oMuq8ezt{LK{<?h{(@nZZj2x?<WVICT!cZj2 zXQK~+4-*UAW*T<;HS+^8Pw8&_-AF%P+Vy7Dg;6MnY-<~<7slPj-|ekMATVMo%yBbK zvZ^Vp$h|f&!n2$-sN9U^1*;Ngj>rUl?%&txL?@#6unc0)P({2W;u!y2_Z#glvW&aU z#$r|Sy1cAli15>Wcr@mb5deh6cSHghcOR|hH?RPDlPpclBmIgC>(Hk&*gfnoRg`Z> zSK6q)@9<Sp(+!pXG)?D4zpg)98zeYv075DApAk`%rXzK!g*NSb-JCBr8;1ZJwuaQ@ zvBoyclljeh@1~nO(c~ZwqV;jvj)I?D?|HQbTL0P>#Np_PO#7;X+yvmjI<KC2$xkS( zZ_CWOUHQXe^(88RDR|Qr<v8o|l=MV((hXt4Y1F8@s-;|dE&z!}dJE$BOgmZpKpJBH z4Q)351m8e&8;+_KnOa*CLVtlag+;xPx(+c(EF=FXFW}$w{Jb=Jy}AF2BDbfmtAUfH z6Up@kQj0BJH8)+A-3~43Nud9Y`z05$mi9OiFFPn=rh3O4t(lT1IEw>TmH0m8Mr7c^ zY+cZuG^aJ#9Fu`Dwkqm`OnZj=p5`zgJqMB;LEkpT)-|wiPj$|uuUO~Q9>&+K-jZ1q z;s)g}Hs!fJ*&2N-_Bm3_m%EVsA-F!=8!j#CSfoUF{0`KS2>_L>e_V@?VqX6)d8S#N zB`}C>*MJG;X;s7vK=qs?E>x+?k|^=f3GyehXCh@DkG)|ucfhIil57(y*LlT=GqDLf z^CTw(%v9GoJvFi;Ceb|~If_9mhLwqMmvo3EF=T32)I;A6bcZt^TUK5>-ib<(9L5Cj z8^*K+GGeJAsZMtDDVQ&%{?DO2%1E&iYef|yD64SF9+koTx;s)A+~OJ6M0UUdYHy#; zZMB8NLdib;H};T^bTnX?JbMD*@mJ;BJarMr7MQvCqIoAivdf6$rA-x>>p8z@h!J!Q z+ZIgiW5PH-;yO+?uxK~VUl%HGdj)zMfqf8pAPHB`b$3#&0)pNR|Hsj}_%q%A|Gz#e zSI1Q<$zheGA`6w%Y*z=VlwCR@hZRX(t{O><9V*G$l7t+VkcuoMr`gCkY)%<D3}eGE z+sw|}@BRJ#1G{av?e^a5^?W`a_q#K8_fd5>`F*1FC9PvqAfO<D9>bxoQ7u%crK-Q+ zrtr;yMFlVm>n(*I_iac8T~f68W5flS=`8d@hi`A|POQ#A&ko|c6czsMvRKS6bvEkG z{yw$d&UJY<5j3LBHmPn+JFm@qt!P@RHwT-K{PnO9YS!1f5{UfJDmW&x@W9{C*}nAO zV>N3T5mXQ{0cT;)HTvfZs|f#M=Itex^N#o}!EUrDIBxo7YQOoIzO?*W6Wyq)4uwph zv`z<nj*MQU)NCU4MJy@WixFj@;KQ;#KP_*l`q$Q%|CnvkpSf0Jl}q)3NxUWz#Y&f% z*%R>OkXIUrexjQSze<pTlkKRj(E5Z@tP+_nQAzqM{`Hx@E&D;WPc~ui)I&<V6lQ{s zbIHh625zk{>MI?Bsv2tgJtX#9)b=b9Y8z>->r^mIOdN4kzefM7AJ(HaWn6>HIcT7$ zh5ur?Dqb-rKy9p{gpev#MAM0-81V#*yA2cw{vW0%Je@ptWoDlpI~R_$`|kvaxYM)n zdQ-vujw-Mt@NjIt3F^aS2a^{mNkJ=nFeN97@j*FtbFQWj-$dGKh`mAvLc4fQ^5Jlp z3*5r%j{W~>Wfb}qIYtb$VTrGf_l}yku?=cVx}BNg=V^mSi`={RnZ8-(UUie13R;A^ znX!<-GvY_7IzFaYQO|cd0<nbp$!8+hM2?n}VFzXw)BnT%$HlugQlcl$Swh%wF>jx9 zw|2whFLk%Qw=1XtzDxMVWGF-ic0nF!&fV3z1K$fhIIR_$0)HhFY1jNYrVhM7ZL0o> zHxU%I3-{GDzftd;#T1i(EfmS}m#f8O6Rs0+@nMV^tjqC(O#-0ax*Z?bu(`|7R?`Ps zD%w6lm^L&bY^<SO?2O3FvGQeP!)O964u%;VFoGzx`P=?BzBvq_&ALnl|ATamm<$FS zG?_Gq9`q5JlGmtGeHSgK9$-p-$-9|hZ(z4RP#H?m#d+Q=e758%-cKGTc~*g{O(#&F z%Gzc>d92Tw<q$90cT_L0wT@Joe2T~*-J!D&$8aZ2KJ!(1ZAEt|bt`<>S@<;d7JQao zN660+Z&_+~Zh)Q_sb8y6Xl<!4fDwX;39rDSMMs$DdIC{La{iankv9?2p;AcIm-YWA zKg15jk9W9fvT}px;i-y}GdZl9usw28@)Wvmc@0bLOIG2Zh8SXe7D6=;NAe7ORL`pk zH^r|*Ftgc%+L!lHxs+70x9cM&IZJeK+2vZ=ehyyf(}G;0_9L#SAh6e)Wn&$-?^Z)g zVOT%8Cjoqex1}U_805~Z$6O4bLH0Ia&PuNj041&-M2`yd3Nfe%2k;1(dlq1T-&JWf za*TMaIn^SlNp|e=3OBR3yj`BXVPqyvMIN{uX+wCadwHN@>K^)S7ZqwoF?)c#r*x^K zJ)qtX+05Y@wGb`GToQu=zcOFRS~KaGJ+1LJ-5&qTTCYN3UytQ47LaPws4NeaIAKMM zHsJOxsKe_pb$)O|kvwrSd{NH&o#N3H9M3Ydxv6+Kbw*O|Lfw}*4Dh*YJ06~=))xN8 zjp16e_>9R1?K^`bk8eryG8Z=}p2R6tLsd)+Gfrf&M_sA%4ey6qwS_*|g3y#g!u9eO z4|B{vY0i{RacMWAPhiUyB9~(%T}r;60b>3WU*+d59_H7=R3;su&ncdXXb%gx10BAc zSTQYj9^fk1P5#1ijST?;whR1XSK4BfnfgUVCz29NiIyg2KbJ8m+-&8$jZ3yaP2SQ^ z2zVKY_o@Plq|B@tbwy0-hCjKO^MNlq%f1R;ZRQ;a#n!yf<n6|9^7ijf4nxiw9>!Ic z=bU_5(;iw*w|G}&`HQYS5VlqoDC*9V-<RMr#(E@;i~q@(@QO%zYg#FduKPExP5N_= zSHKvy^kl+wAqSQZV|{b}_Dl^=W3$?v{w;jP30W7`m>R1qv17K1n$U-{JV>zS%PX_j z>9zk0y1H~$T9ai$P73R-PUqj<Cib$jfc1vD1)d#<?Zmzj-^O+*q94HThs-=-WkZ{A z4V|}gF49!wEK*%}E(1`{UOVPmFfV)&V^z%Sz}#_%`WG2y)&5?lAT{=>J0wkUfHpYZ zFzJNQhY~3M^i(_@gU?Wp`~pDT-4EW;>-ZllR69LM4vJgYpX~c?%*qty<axwo713%8 z1)w*k{;+<TE&8TK4<vUwnuvzKjC4=_nBGjQzNS4?mh(pH>jW<u;chiFxN+0J4Ej^B z&JJ=)b(_->c&IsJ@fB5fp8FNqvmJGDeaRa|&)gaP3+g{%*9Sm-HFuq1sac$_=3~1_ zbWGT?+kRD>_~6*gHs}$8$#X<jt#4Sb;9i(7rsE*rVe(vzWkzeNk3pkkxBom2i%B6B z25DCL2%-O$<Icf0vSYt@=(W6Ni<Vi_BX9WPSN<3{7O}{$adamYr8S@g-&5<sv)rP^ zacA0B<TF_8QuAXk)3dNs;4&=LihFSxb@&u`mZl&Z)XoHqP$x~v#3@J_3X=e9=_N6s zXbU+f+Z*(mDI`60vH)E{XkZdXg^mL37>_g5VVl3DEMh-r5G-r$R~w>cq2mwQe1BB9 zh+q49t<*(@L$L1s$SVvko)r#EjpjpW-wemv(0izfLI0YND*dZS=nV|ccYGtO5PB}B z6Eq{g7D>6akNx#ik~f}-ipY+`k>phm&C^V%+=ol6oV_BMcpw4a+T#k${BtTjW&+C6 z!-BLJJ&B&K-3~VpalkZtBm1_#0q%r!pX)?0wO$Dfcus15SaPt>l-sXd?QC_Bk3WyR zf$}lPwN2g5y?zRRmg||p%l!1PtO3&^NM98?@3vVkdgqUiLVF)`Y_?gxda2N->H~L& zZK`bUJrTHVBSy3ZF_}%S@s693%x~4CmaCUJcA^(JaEq>4gnpceV~7Q!D#i3%F2#We zQ>t+#GtAJ33EcZ{dG}Pl$_P%J>U_S|;o5za!`pZaBPq~rgD%plP-Bn0$-z;$1Ct)9 z+oA0-#t$fno<^b9RJ_J117BrK=T2FlEUOB%Ya;G<+9pI6$#RJD#cpEu96E9IN9#~& zJEm=^E%2bwy6=p-C+7eumL2;q)37b{J8^73y>!@ypEnV7R*hUC1V1;qEX$ZtaY=2K zDr-qubapdzjV!fB^0f_}5s4{~4O$3dTzzSbE92)x`L+L8ZC7-2g-@oA4p7rn3ErX1 zeBQCJ)z@V;^R?b0)gJ+5HU5)4Gyo1XfFN!moA}c~oxVD5qV>!8Cf7%=!c!B%diRp5 zPI;F?)ulm8UPI_L9ET^}q)oOvvyF@SVaE-C%yy@?2M88K|FCV$^$MPMkhNEW{8fGx zAL%s`P5q_hnUKA`e?I8RYip!^7;|BNX``^DM1IW+cs%=PoHpVXwq!lvEyo$-!CbCR zf5T(%v^m^+k}L5-Vo^7Ii{5H5E9vVg?4^>twE??PC=R70PV{7#e8rd2ZmrrZlZ-Zn zR6iA&%w2b0t9FtfzC6c0N|_oXR19j~q`rg2v5P+OtqVyPoa<_WaX5&QbG>qZ)yS?+ zeVRS7Lw5MdCDD=Q5!unNA;2+or>HTsGw;#d)k~F!Nqt(3<~I<}M^T`7Z)yXje>t&* zcicNky5?pb?C0jbG=H-k=HRBuFbnE|xyZqVrwm<w^>g1BmVQiij7+_m2+km2b5WZ@ z4pcKz&SFeiMFl{)wREgy={RD}7l{1N9+hI6CD%TJE&%J??YK9pEz`GUjJKh>53AlM zT>!sWjQ$_<M`trS_BZvNN?d81KK&KA*MsA<ZitU4ib7k_7hY&)z;D)7+c(7mAfv%> zQ?y<W=3_=beWbf4V<Y!g4YN^itVXZmA$r@S<gLTh1wdj+StoR@VQWBE7ErV0RWFr^ zzcFJ+nlrF+FKAM*#}NywE4V@}%B=ioZ)HZTO`AqJ>9o2o8um+I^WA_Ck}1X<YjWY+ z;1|52{Z~1j`w6<l`D)EJsX^MVC$KORa{=H64q5}(T$f2;jqDm|KB=D+p4q8Q8}v`+ z*{{@fGM`%hLG_SzgI{XiP;XnhF4)zqIkPvF^fl!8%-#s_YSQ4S5?NL9(Z}0WPDYkK z{E>|ot`cfY{#xNwlfvI&8ViFWxL4iqhV_;uble+d^&a8YP7j@}m>wo7k5}0iPF$m& z{9yKE6+7%RHQ(ERzK`(Yp#x`wllOO_ZfDA_TyMMCb+9Cu8OV1rPg?Pv7;$~7@*#t? z$h_#;Y9l{lG-rDpPwr=A9w%+Y#9OwYr8PG+Yxl22U&9<Dw+VkTn-vYqxW>%Rol5yb zVdQ$HF@Se4s{I^)9DZS;{0;CiG4VJ{cH>Ah+A~@G&5JXA3n@F_?HUy8-LNv85ig1m z*f(PGXSp{&Q*Ure%}esp7y1#UzOYNo0-NQK1jNa|^$uf_K7(R0)4=A3E3nOS>V2e2 z1;A1l+jrJ99)bs%<-lKa_~auUh%DVnxdH#vFS7pB(H<6%{QkQbpJS}}^4}pMYHxc$ zG4U=oco=y$ylFe(6mtZlU2Ha>GwG7y*qD3e`I&|XMe#!z-d~}`wCUFrCubFqB>XRJ zZn0HqD0s2CZR2C-d`wQHITMFe+_L{npu92}LQ*wEMXjdrYGM%DJ|q$J-k=#q8K6&z zw6Pl<Gp?F)95I66>B0~Apa$raQ<h_KIA)sk(+bJ;kyXR!bh!=_mCVR|8SciTQ4d1K zefyEP9nkWw@kkNOBFFYuUOGgdMlL*qEaXbW-3T=z-Cw`SrWJpQ_-!|0owLaV`O<KQ zL>S>MrcT4;jCmqCL1cmx*W?8D+cXO5a^yN(ZTh(Fpt`V|WV$-(8u*O<C24aFLS@b} zRo=|!0jFEBI2{S?R0+=wG&9O6U}61#u>9cbi}<&e&SlKrmCfFajnyS2O|wh2Z{;fi zRRm&dmBD;KwveJTTq2PFQ)~8UW%WWhy_!nLV9XR;s}DFoTiMMI0rUGH9T?BYs<<4w zyNi8swle%{^fdV>(GvPnWIpG4Q#RKjW;)w<lB=l9@<ZtmQ)Zt3Np2J}USQq_KW8g@ zZ8EpKi@5>(DJ8PXlo+X8TKp#(_>%Rsiv0ax%x^VsMdG}gG<y>86WKqq;i0zb_HD2c z-4`C-m<jzH>1Vd$SW0%FWlC4SB5m!008U1lk0oDRVe2zgkz@DT7^@uN!h5T0&3Zs9 zu<fi^LE)bDxZMvor7_=R5qZ*o{?RP=U6h+`1JzeoF<%RJd%A`X2O0~jK1jALOE>#( zBE&Ju$>Cx@m0AZ0Uy!e<y0Vjc`*R0^tiw-fU7evjG;SWe6x(^7^tb-__VMNy9^KK* z^I7SSA*`ivK{z-c-%&ZMS$*4r#<d;)xi;XbqXqbq^ytQIh4iYs7Q(YKFfu_Ns<u>` zQvbGBO6yn8)_y|F8u!rMLoF!LKp}$owU5!fEWhoXKN*i9Mdu=WRB^?XeKz2-WpA1v z4m9T@r)r@A<%^oH1k6!F;)8mBaj#WI=-;5v!7rzOEH%DBoXN)Gq@<ua(_2XOR9Xx; zOY;IHC`4O+>qGQo7}6yxSxEjLOj6-wFd+mk>R?JTy_U$A8&JmHX-RAMdB;<{ks#TQ zzJhc$R`oyG${&PF);e{E{#yKnOxEva^sA_c)>G^KDb!oSv&AGY$-8ezAJq}jbxSFl zGAZOABtnRVXW>%w1V&bTK{#d<vXAFNO#R5H7#!J=DZeM&Uwc}Oanw6fTg4-C9AH{f zR)Bu8aDS}v$N2B`K7XO_jP85%B^oR~7|5VYeAg0#(f<(J?TN?V5hpNN{jeAFjR}tO zXM0t4+H#Z);Y<%EtZ_ZZhbVomd&6<NbRB?F({O}&H%=r@S2PH(>R<3rF9htsF`Egd z`10yQ$siot$KcdZGc2`%Q(EKG<Xes@f-WobpccQYt(m+y%;BrJM;WcB2$7$`e#fJ` zBpr#+l?J+JaqaivAKn*n*=J?xWhRp7ZIq7~&JJX@$^r9DQOvag^TX$)f%A56$fPZu zrIle!Go0kLtLaCOD$2x|74GSf%?e*>1|QgB|CinjW-FEuTns8tz$xN`<gYSkLpQ0X zC<VgLNOcW`LeuG!fiO*ib=W3aP8<gk3BK$g@u{IdrN*xae_Oo{CZA;h&h9yWIG$Ie z^%QSG^_E}6xA5e!@qJ1oJGTBMefFt-mcl$od;oK>g86~}t&={K&l|{WO0?fbxdxKz zi!aOo(aY!fk<y2n;#>&Y^YBK41|Z81cob#$R*F0eY-s>*vF!#`n{~JH(&b*o9l?}F ztU3}?r`ZPbQJpp@lU;g?QC-o-=Ce82FysWd!*=YkB}sP*a$PpbKp^WSakl9+{VgSs zh2de*y9i>850PeFgxz6t(et5Xcr+`(51lY;C<+1$QdR+5;TM}gjq95o2U@qtELan! zEr)3&j;BwiKXS@OLG7|M3+w#I;OLRgTe%Bl?`WGFMoPBJ<pS(x<PfuxhmyV<Sf6M- z<q0h;${4?x$s~Dz8`-nx`1Zl2>ez|r%^m=ckatwt>WKUK#MHQQLHbhbrAZ>DO(BhO zy-Pw7Kubo`Uw=2&AjA8^wobV}dA#22BTpBj`b+#c8#Bs!3|yU0JTNGoc6ESJPR?k! z<NOpG8?_rj0Oa{dM(fT-LK~?ndHl3x&(}d!Ud9aXD5yM7Ix<}IZ<s;I7veku)BLhX zSX~ZTRyAy{Q*A}1c@nH`0yU&RV&q<v;@{T{j-Y>5UNQd5D}Rn>ndlKC)-K_2ziK?} zqJo2}URJ+e?7UuFn@jK&E{eZuLe+O9$ai@6>C_E@oKpHZEHHC*8Q^5m$WzzGK<f5i z`OZ^2eT~uhW74dS)~o8juy>**mw$y*w~LNt`$MR;l4tEw>!rO4^-$=z5UO}G>8Z;! z=D>1<HBH)=SW4Xl63Nmzk9j2*f|FNM?@+v2d5`)bRm{;i<<AW?cbiwxDb~2=KyU+L zYg(F^6+)A4VX4-Qz(7K-oOpH=pq{U*fVALb3uNaTlOY^Zy-3{sz>QawOg+SNqshxM ztCQL_G9!)(!7Eq)l&mnWe;a$lh*Iec$ob32tes2I)0nNGYiYgts(+U1ta9Re+pFFF zpv-g9d=+W(2e7I6_qgdc;fBDL<yU`@hqob)Q##`U9XX>N97BT5bhPL|&H2V{U9M9Y zm>w(UcSAp5B;P=6$Mu1;^cnC3P(O;&JOv5q(>~BE)qxi$Yr~p%fegv_H+AWLkPs)& zzM`J3dBQC^E)1iQrybdb1IsGYx?E5KhGOY4LaS4iSuN|BM2wxn&wzK4ot>cTVXjk^ z%u9mLz^+L01V97)iof{Gzy$g>S}?dQz8~)8+#y}*dXaXES~&44xYV1OlmS0yy<;3P z6_5e^5B0NOb|PIy?(3f8q?i*Pt_#~QjpN6ZB7Cx_R|pmM)&m8^5{6ci{&2|$(gAi* z1t||+y6kjd%hwN!xDJgNhDLXFzbi9JY$I`=Y<;kdexY`|E-<Wy?edCbc;R)Vb=r|k z`JTr||FpV#i?2ZuVYhXJJMF2<n|<Nbl@<Ubb|NFVZ5(v+Tj>6!`x`J`Bj(@_h%WQ= zXf#yGw`wphF58MTOO0kmvR2@^po0J{igw=fmDJ=N@9s>a>5D~*`r4Gqmw;sPP9Wk2 zpSyKp?xg_nz#qQ=-%YQ4g%EDy&lnf`EA2`mT?mfoIJ>)+tR6!*SKoT8MI?W(n8kHR z<c_HxN)R^;fO6!A6C(uDezWCmoO-Jgc*P68^6vZ@z=hlPl@ZKLl$v}24%ihwB_yp) zGLhHP+-KGyNp-QSyVnK21I~3I_c-!ZRXtkt(s=O_8{|rB5)bWwQkrVsHDy<5Z-Ya8 zye9V(iN|9NYp7e699S&VmZRhxky13cOg1ly7isZoK6B>rtSfV=cjXk9cE;LT?RBCD zoVXecNLqYi(c~)$+;u(3Yz0|KZeD2>*r>IslRhw?D*XTD+;B%?v|uIvW-EzrfQpmS z$aNWb;l1EnuUbv3;RqFYBuVlwa2-nS6b=L<pOX&?v@G@RheJzi(tbC52xq(}k=(sX zyZM!K8>2Yb-N@3v5PQ~BzuN3@?DhSknaCcovueVd_Hx%$ZRZzX^}Ii&E`lTgx1Y_^ zzGa~2)hl(zop-_NJ#b>xrL1;)loPt)d66ZMfcl%5rXQLMDplnig7j23{gQi}BJPyb zJnodQldF~riW6#HVx=bSc*+iCrgZ%CZ-~;kzvC{#P^GYk@%T&GLH@W6lvS;#tcIL( z(uW^ySF2s7j3CbWIRfj+`ZY2sSR>2!zMlNl3`cBg(<%0t3b$SrT=$*XdjN8Yzf1X+ zrr}hDRCrDa5!m=3G>H2ro%4HN@cvZw(vbmfkDVJlEQ6m<qpT66C53pz=ysRSWbLd| z;p(v$HgiLp4lefPrW6O^u#AdMkDQxl^v4$l3-zjAW9x?Nh2dd``GM<6EQf@~r3P0# zkOK9LrrYfsU}RF?e;xjHW;Kb@t}p_)6KOI>VRj{j%*XB2zJ%J(jR_i2EL9MZkDB$) zC#p|*_l8cGE?W7Qs<!vnZnDxNY(^UQ`JOY#n6}!7dWue+Jn!t4SX{}`ARg;*or)kI zx08*1Ou42mPY~5Z$5XFR0qHLPtC_j=HHLpka6H0cEbQi1SFbC^79)SDz#>tXW~U(f z(RLum9LGOUqYpK!K?*NX=x@hEGF8fi(2qpaF@o}-?geGZ6k!$vXnY2j`nN&;hbtGM zI$Phv`6rSdzk7>v1CspvV5#=~J1ep@?<-TYS^<ucm4^B%%tyJy?xb)K&#WGdX0CwW zR!(_ZO#`4iXwZ7~gC%@J>JDTAzCbF6t`u?%RR(aPGK$+xcvYReJvxWFR{4mZ{6^u! z(Vs$&o+93&iNaMLG36GHWuI*~=n>C(729elz5#W)f3eJb%4_I%a<r}7=`*PM73?kY z07*yTE6VIqGX33KZFPzG@yCJz)jQF5t%fshUABWdc!v=QzP|ASD+8~z;V&ywf+%*M zsLx<!b%~;HQr;R0<;h-Y8~z37#OFrpw<g(pLogb`<xx4fzo4ay7iz2M_*8VGb8+Me zst<IOCgVEA2x}{E*JU+PR8>bk>G126zgxp3(bo?Ul9^Z8=Y9$Eoe%P;+~JY55`Qlh zY{m*fjSfN`6^|ATwHEn!(W4-4ytPhY$}5%oaYx@lP7{0Wx79cnF?Ix>y`+6e9wJrr zBEbg`t}x!R6BO3=fTf9#L;n?2FVN0p6cAEE!Z{A)oV%03X4PB82-$XFIb<6LXqGHV z4gu6UokZXI!(Z|4-u(wk+?eMcf(;~lI>eKT@Wu;5^kH_AXpQnsmgHR@&nP%*Y-m~Y zr2nAg)bBHqvd9I)NUk^QOgqnUBm9fu^YDv9J5`7G04sNNf~f8T?0ilu&bLLkocuny zk`3W;Jm)|kr7x!szr4DlK29*tG9Niy{Xf!jIw;Z!NGm8a;<>(lOyprfY5wAgt!$IG zC|%?q!LGEWg0BWQfOV`>(rN<-m~TtwNyR;<rTqCxo5mIS+tICX<-aC571Ji@N8dwy zTRWR6Z;#4WKEvH}{ZD#LrQ;pQOgo||S32dm+VwbXW701doMwjZVeTFJ{u!H#9WyBM zhA@kVKw<6*ua_4L4w(UfTjwG*Z`j=1se*)ku-(%cpyL+8y2B2tj}2C>wcaO<o6mE6 z1{w_+mjZ~x$6Cg;39b*!iI+glOyG*IO(D3)AZ0MQZ(HWsXi`WFVO+RD?KY<FqSiy- zrX{^hQjIj)SZz|7X&`!-etq{ai`Vnoz-Ooh1DeFNv5jNrC^y%OPVzx1%ri2vK&BgM zlPm}xZKfz~mO2>KCN-pR9WgPgX7Fj}z8mmo{=4BspHbEN#WZ}Ak_~bz#J>ny+}DyQ zs=|5KW>$TFDet-NRtP$!uHuC{U@}yj*=ORzl%`GLP~N(hX0AlGlr|4t1!eto?UmI} z<qlHFGvzO8-n?f%tU-4mjw273s{E88?r?->Q}`xfs)m0l&D`XtAvR~x3Nk6eCetG~ zQRhQ8Ia;`OS}np&$9Hma5dXni*p|M*uT#|p=pc*M_%I*qfRMi%wK7xOXG;5Q-gQLQ zq)$iwKpd6J+Fsc@S*v>{KRQV$m+A5o2G?(bilVVQ8h18sZp^&<Tzh&dJ;Kw)^WFh8 zVcHz<{oUS0`E|kIPSrLkajo>N!LVm%XeBROP-luX*K5Zbq)f($F3TEK<cV{JJ<KWe zNF@kIe3p*{OJ_Y`K4j8=>ApGrbruAZ9_ZwE`fE-Q6aER3-#T^!-5Ds2!>FP*c5Cil zkM$A%T$^>ZVpSNw=`<YgMwees;mgggDD!BMo$bP2Y#(-+bsA5>s^#sCHEE(kyKU;i zGms&3oDDHFk3?!$SNg#Gcr>Sf(rlNV!qjWkZP54671Pc1e;~rcb9x9v@aEuSc77#w zS<zQvr>W;9mCHGjQ!)pGyvicqq;-oi;DSjY+Yr)I-X@2i)2DP+q>-QSYhw`OQJ+z6 z@BL?U{z9fv9Q6h1wVI_c16)e@l2tk~kH9onohUAhHm4UA2{tg+%OqZgxM!`UTL!B6 z?u#B1h95D$?v=*SXV|VM61~v>)|SlZ?doD4i!LY<?BzCekA~`387OULc>!ZTUdrvp z6KRQW#5?T)e^4JQzN?&Jvyvn_#^IVYhqOsI+g8F@J<^(2UCkEwUEGu%3g$*%a(B3^ zTk8i}kIZ0n>i&>W(@h*F@!o^*cL;$1Va?2Il_<<}fVZ%JWA;HHYwvxswPOx>oo$kO zztp=|@wSurxx4)6dSLat0epnBT}4-&@-q6=x<h#8G?ICeV3?frh(v-oV4v7izjANy z;Y^E1BC8(osl2W1qKN16$YB{E^f;pkeCS4;%4t5DltD-BC#oI^(3@Q^mVC+!iH5Bj z`X}f6Z1H|v*~HiROdI+>QMS3B1^8J%vv}pKqW1qv@&KI~z_qB}Px&CHzk^vAO3Dgy zKUlZXuohll_*XP=271T4vSNL0iFTUkhsN{$+mCO#1%HS;8W7lDlg^%C$g2<Up+Ecw z`VaZACB8j1^aXj^ec5$~|99`lR*$2u{$o`{MeCxQtX$H{>V<I?OstOV$Rzhe6>b~a zSAATEaovI7rHR=SRxeG~@I@4C;rND)$g~1IwLA51U}w$icQ$Bwsd>g*fMP3Ej_84J zAB~&4c8u<%^t|I`FWf@r6`&lM1w$<`mvwsE^y57dlUg4`>g~yt8Pp~Gx3N9!p&|su zchrd+*6s9z#C$2TUuXOF*RuB3N*XpvzP%GnBVb-jX#{k(>M1v`g&{S_5l@EB3|A$G z%xeZ>U-^6Lm+vBlF7IjKTwgAar1R?wvb3w8>=XCRln-K3|FFg*fBPe+xufpi=;qkp z$@8T70`O9?QwF?&P|$*NI9}L+&LN2|@6ddgBQBD>wt*wlg)hG{QB}9Fx<bfF;<u7- zTR2c+C;O>8%uhJ~8-C84pjy=uT=YUg+Ac+2R@YUKCex|2wsoEI6FMbRV`=rvLu;vv zO;t(Woxv2#7+*iIc)#*xb5B;#kFI8{<RgLSqW@)rf8Yz;#$e&cM642j42^k(KT86S zI1^ULZ)NILh?kig2eALd4?lPq133leVp@uvu~r@{0rMD5;CVzi1Zsa>g_5ssOn#3* zNzbEZTyLzPPw!~$BR9-lH6le^<UrrS`V`0HZpaf})LHA{#t`i#%47StUd6mlrBE;* zuzWP*jG{_Uz9@{?R*9aswwmcPalYQ*1e-PErI3R7&tkMc;-qCT?c!W`$A+fa(R8gF zwPD-5D_2Ox0V06fSu`K788-Ua(mGmzX%ZI@CzPKeY{ct<!k)vIG4CY8x3LqV#^t=# z>Y^w7(oYfDN!8vvdmJ`w>F|U!SC%g8+%qOD*iU6At}}>T^k%jHC1C!lKSdLMNos(S zR!**5%~2f{Yp5?XBRWM_m>0aL5LW0r%csog667s-*<ZN#wyoZ@$fX3Mq%2M9Hy?wI z$|TJh-5W#8hm;%TrIeY7`5b&q$VbiUEsK6R8lx9^G&?u#o6RDxW=>AE9ud`L)rRys z?`0n75MolMTA?{+`HX!CuC+kY%~t3mq#@A_3B<jwGYm0rc~9?TPFb@kK~dCDPe>1Q zk$fl9pi?jR!h?#VZ3epbOc@1?NXuGDuj%+p@F73p{#jHp>^9&+vif10J{i}<>yEzi z&=|Y3Zzy2wioiApaF~rpXYcOsiG-0RV}GlK`S8iz#={EUt&k5l+c;&wLu5o!_aKLN zJr#536*_j}T--+5PU+<rh}8yz!u=GtcLZxSWtJ@ePC^AY7Bl<OB&*M&+u!qaMN!i8 zi*zJVbEi<Ib${T#BK@Rio*J*H&*LXw8W`4HG^{5cBOO{x015x%yqwv+Q9W?S;OTUA zT`WCe;<60iScDVA#N+PI(C49M715N{?<yl9*X`CSW3W_^XyKFN{ha64&#f^nN5_?B zUU69Y#-eWVV32D*(nXD_Gk8zs@jRTy1{dZzTCNA^$#n6bkSu>e2wO94MtvP=Nc7z$ zKVkvD!U|p+)*x;A;@iW)Uje(~=k82;X`}zr;-gohkrbNnwU9h>eo7~vNmp$MLwXr@ zBW81wVA$zYmnn#5%}yJ_1363RMD!jLcOAq<8|NZjM(Z%%E8JQ(H3^s1Uzgxt%xHa5 z>=a$&%G<O={o+(PX+6ER$+G?Gcjl6*JY;EeQMSx*vFK#55)bC7m+!KNnVM!<D*L&^ z)JDeWd2%g?=-)INhRulJL1{CdF26fgCL-D}lVyUVKm^y>=_>kJvDU~7)khJsiMdv4 zE{r3|p|-(m=@+m+r$nDpcz5AQ(ZZLjf64X^xS|eVw~eASC9k$Y-ce|NlG`;qnsZ;9 zC>o1ZcU7h<Hs8T-v=DdfJ(K|&n4dL2F%A?><<A|icd&_@*%7mpfFzEt9g&{l?I2DD zvP%3u$=0U$pCG4|>Ii#$`<(TzR=cLcuZie<0jOk>*Nk3QjMOPP8{{ciJ^6H?b_#3k zJss4-zbEDxg#LRwyL0JKSoU`ixNB#?maoAMLZfU_`ICxYh+nbJW%K;z<=kW%tXanf z9}D)F>bNWRFKOGjpzd)QnAW5$ioQgy$88QDiCZ>1rOJ?fbWmpO<sA+@GM~Ao^*rQ0 zp+o4i<^B{sqk16tNTvb)KmBvUwQInY&PIe?;jez3vHk=7`s<U2wej}g>Y8=3LC0IF zeL~8g^t8ROiI9U2yH)YD+sTX+T-_pX;8Kg|oVq<lyNvfd+@n?Hx>ZvZC2YJq%bfve z0p8Q#nO3!XKl4-kJXLbFxKgPvePCRUOtMXn$ibz=6QWQ<xvX}$U0h8|V^1MdjkN|_ zw)~@(J`@aY`N=^CACSqeg6h#jYgDe-)JOt5AaW3tt&v@)TN%w@JQS=}X9n$%r5Y4P zRw&~{{b_-91WjI1-NITnHC_9&a9)JT9lIWpC5;`ARV5K_>BrE#xe5R^h)yn}upi_j zTf#jn(*Tgigx1L@>-_*!I`g5Q{uXTNT!~SFW_(qNwgoYlrZVa*=jm!7Sz{a76Y>~u zix|Tj^b^S6tLNwsa3p?k1?|mMuufA%yxQv{K3~;@iTw)k!Aahcb|>vt-GM<$p{<yt zKAYE3q-oY_N}CY!7kfyP81XdNt;QO1B`7~p;_{?fFM<`3v89a8e%u)=@_%BViHMep zcFEayylb0l-zwj9w)z%<9b{T|CtoXa=Yzhq*t(u*BD8elE~;~O6F%e#TVv>{Y%AL4 zp4PLtj+c=}R*!M+AN*%Oz$^tP%7<UtJ<9&JW#EywU%07}<aqkh{`q^@j8&ogncDKv zUQD|Y^w|#oD>*{%6|euOE>B9qm)e_QbiWePIRkp;afP{OS;#%{urN!7R>ox!%q^dS zH>xwL_yz67+Q-HqQE<h;@C;XeRK{q8mqk)c-=$e=V(SF0lr!1w>zYDWT$j-T+@#fE z;$&R&nB&KJALcF_lG7{Fr!hbld{R<*?c+1o`4a1Rk!7b*2@MKBPF|p2|FRsQpU^=w zlEKfYbzQfsga0Scrx})H3sx^tbIus_Q77qv1_SEDO7AVFlqg`Bw*xg5oQT(iadgrh zi-n6J>SU=by{Vj|+A3P8FgwV})s(f#CYsV5*I6@e>Ef7a-9Z1bE{oZiOs%pc`cW?9 zwFN+sW=bb`5li=3_BfIv(@}%ZVQzz|kGeHHjm162(`M{_0d0+*v0^5E?c8C@9#oHw z_z|uU6A55m(E5;{tQp>9_*1LVNrd~|vF$V8H9NtvqMJaCUrmCFgE0l_QFfdvYI^;b zh#pas!pCQX%A;DhA&)zE69k=qgHz<V%OJURwyuT}SPf&fGdn&|j$S5GchjrlajQ=9 zdNCfCs6M!qg_C#)f2}3>G`A>Ubt?+Lk?t{}`>2y)$TSh!$112<@k*g(%WZdYJ9MI- zV?8PV13MKYyGUpLdmwD`Wkbqw)CG|#z#2^Pjl-Yv)|yBNE+u^&eNvKM<bHp;Fr#`9 zel)lgayc^|yMF#2r#53**@rnq_oZI8tGO*OY$O8H-;?go?c|FHY3KjfBqbdbDsfz< zqeN@`)uM(b7RfA7HOIo;s59(TD@#|_2VE=3yZGLH;g0B$l*%#?(jg~sH-^8{^`bYS zH)O<C2C_sX*QD!N!Dp~Z)3%vs#>}N{*;maS%bv__A5UJ={4>aN!PKNn9<QE5EnAjQ zo*01fCzZco>%F?}Npy?Gyjfj4FiEb6HO!)w+f(~K_#Q6j?WdlB87Ri@XVH7td%I1i zZdqZe--Ks~ufW6ql3D(=d+3WqQiwALLhx=MNC&w-h=to@GTX_@{>C+M_G#*54u>p9 zQzvb)8S?&`RvoNTdp3G49LvBY$>R!j(vlg6;Fsu)EV9{27T+KKQ#NuAAQYA+t#!>} z6F(uz{G%;>!`1kk&#J7~i@wRm3c|8FmAzy_a2&+DNwh`%O_te!xggDXZut&W4l1{t z5vO@IgqEQ{JLvt89;9mqy8?M#Pk_ohckn8}6xCg*edC!MIiHs^CNtOQ#D8Dh1*N7l z$_~#|&cIfOeT1HrdNE3!PwtzkwYIvmn8u&zgfrQ<c0-CYRX=)0_??W#jrI-F)wJUZ z$_>^(^@WL;q-+z(mCsws((TCRpCaAi@Gh-+bTxrDK#G+#06z~*w&|BV9Rv5#PJuxL zjy*|92zVB;KIv?5MkLfo02;LG_uu;tHM<@24caZulU@jY8B%INcwnHt-wPKT_G<3- zMKgAadyY@oZ8d@isjW)dwL~<eWQd|niS667+LbW+W6K`B=TMY=^!s+`IqrOSLI2o$ z{03Bj>YqnTu06twxFF$O`+?TemAz)@ge>hjLvGsG1uvNw&`~UIR3kii*v75Yt*!J) zWqEFSKN`6LdqjDXBEEzhq$o{Tj{)mQ)mnAC+1#StkL(M$)iSBF7v2k7Gv}*BWW_)O z77t*|+L4b(!A|N9zC^DeXr^cov#aOAMJSW+Em*bXE|RlXR-hjv3|$%y^8QRk!P79M zkURCwwd-`i>ZjcQhIqT9k*%^!KC+m}tGAuSMk${y6cZJi1DyTiaWwM*?*D{F!<9eb z#q!(z9V1o1>U6ME$rpcvm+S+c9WB-3+-r6D<C9}{vB9D5VGy8$_+u$4)tG;IOud<4 z7<rR<$CGS8vfLGXAQ5uIZj+GGY4v4L+@lQ>%$n8yB$Q$w);qo(e(;Q#9y~_JIgQ{e z$p!vF-D#zHEg9+XyXZ^Ttb$?4!<e7%p5f#9d6{T)#1-Yw<<JdF4np*Je3!`$*lEBz zH!GJldtQ)P>mrMnHnXG_*mtv&|51l@=MHW{tqA20g!tl@=me$NXBy1<$wASP4&Q$p z$N&E0c)$IOnXxtCNy8Zh2T`U*wvM??2`9t8V_KHz)u;V^DLyZYQUO2PWPJ4tqTZCb z3&lqry57Luz*h~DS&NS0OBGE?G-guR8ncF-LefcvIn0sm!!%D@daW5f>15xp)}_7i z>~x}e7V|=7h0<S?kk5S5en)AY-s9MXW!KrasyK>sYWS1!=sEDTa*gBjn)Hc_jQ)zS zu>$~so_a0q!7b%I`xUYARgOg(7EjCgj`m5tP=7*X-0_AO8Aj2@u>Qp1_p0jYM)*a& z5$c?l0$R8?C)D{A^W3s&TtvzYQUjbe*A7hl2a@ipUP24R8+jUV*$K%WZr0sVUR}Jn zuhl_j_RCmlIIz)iFWxr4OPF*biQJ4;@-X_B#?&Xq&og_o-H2Hx_mzq-o$_AQA|%EU z?yJ8p>;tZ~j1Ju<z1ZqW^B<D?0&o~{8lccBp91oL(e2?GmC0OvbbMFxwH$!JJY22z zXts_<BfVN9Lp{fT-Hz8`yeh1!?WyF2ZNuG8opqISZ8ol)N~w?UuRe7d37&&T*=lE= z!Tb;V5AB|d`cY1$A3AFG$k!x4bTmKpG95*MJh7WJ)(ip2OTaPLqzl4iCk%0VDDjJ~ z;~P)@ot=-xO@po4fOiEy!UlV&t{~XPLs0ij&AYPpPlP>7aS7CZC!|Rc^>H-Dx5$xw zMkI8BH$JR1;zPxv&z}%JVYgaOGHx34Ui-3N_A_oyrZ~YIm(UBr=M?60gO?B^ZI0E7 zQkV};G0?=07H=1%Y9KQX@!IVd&tgz%%T!Z(kQrNZ>H-l?_Yg}rJ7&f6o2%U*DaMpL zs~0!Ts-vOzStwwXTj%t`<dN4eJ;=Q8Q_a?^u6P6NUSt%k`D>I}S!R%TNU}3`KD^kJ z+{%icY*b=K<r9S=3!_0y)!_BE;JYKgaQ2FZ@CP}Anv^YipD=5cDciKad7sD@138+O zUyb$~Vab}gc$Dyso%U1h0eKW~{b|MQ2Dp7mj^ODiUy-_EwDlgd4mazf!0=jGpa-oB zpQFQZ>14cf4&O!dIk<A8OlB}!bYB0#zGcxb%@pAg+X#2fUe_K`U8X#;%HW2+2F}em zBw1fhZK|?+$~r&e{x25Z%7ae$CxGaIYMEAX-sf&+B`V_h7re;q8Q4$!oo7L7NGsz! zM_E!}_2Swz>Hid7{b^SQhTqvqq^_mj*PBDW8(3ep3t7+V+~1_sLQN^>xrC}ML~$?R zswm2n#e5BA{r;mz{)vc(9m}34ggzR(V2;Yc_;#4QF&=4S!Rn?BFAq>3;S(fxX<~jN zz~@ZcEQ_>p?KB?1QG{V1q_LhHdc`MvyEJ|HG<c{pzWT!N+cNQIXWL$e9TFb<7+|!+ zmVYpx;F#Gf9>q-kX4WeB@g!YmYrqbY!HGVM>a2ba|42Swn=KDdA6?AZJ!NuVzthOt zVn$dPV|ACvq#$xyF~0HY2PNsoTG9=7pr{8IypxTkQNiZC4rz@qs#kp|(C0yY<uNbH zD9zK{-?n$UHdp!T-(CWNefRBa&M^05m{03oNUUHNH{uU>Psx<(o-IC2=KPxK0hXVz zuknZE(HYP&@4vmmyHUx)$E)Ofea(5L>es{FB>cbYmtO~u%dc+(o4cnWj)B~}aLQeh z`cGrb>Yw0h|Muzn@-8Glye$FhyWpBdhe?@SVL#{+Rjf0muRa<Q2hLOFr%1K<Q*Qm$ zwm(#B11~&IPQvbJ7K$h2Uhy_f6<3)Ha^V*b-SwDZAlFbsPQ>}iCxQbhuG6`<41(M# zOdfi4fvtKLRwe?{^yE0}$^gyD0k-RIkavrcv)c8`<i?M@+9>&Z|J``pbCJz+S=;(0 zo5dl;8HuBpLZi5{=b6fzRx7EUsc9U6OzYUKT%QX4cZ?=$Jwj%F_lp5>0CSX$c#rnO z7SUeo=OK;OdzQJ=(D<B!2IZLdocSHRlj0v{7#dy#vL{siCj<vXuT{0Yg}2Gmc~hmQ zz_8#_n1zHoZQSCT#Qt)JCTFLB?qc5<unliSUxh0UhKM!`Hr&y7$LC-)rV*SmRG;AW zueMc)DTQe)*W(ZTei$-1UU!#kTy<=M?=EUwbwWZOHus?s_$GkgdG!(u^xYairVzqz zy#yDmfj=Mqea6T0LQu<6(~{vFM-!{~MDrt7Cihp)M`WO!Y(Ar=(dOza^yrC;i=2|P zwrx=G2b9iV{55hUfkPA1^Hi<3dci>S!Q|%LLZo8fT*MT5-YKKn&Da<FWEg*38L~^d zt3zr7R)(>#I&jlT{E#p!9^DM=vHKp&#L))s+O@FFp0BF;j|{p(Row=H+-^Dp7vEyc zKKudorj>VEbz2B%?2yL6;CM;I8UqHl@!|mKZ5i>Ar8mk(0Pac&94!S2{bp7OHLKK2 z8~tFnB#GWwVIo#`22n^d61*-+G+v$Ne73I0SFwJ+_R?AVe>Vm;SA+HwY@Su^m+eGj zY5N8!WW6YVQ}RS`PZ|#^%9e~|aZViD1#9t2RmS+*gzSy1kB(#lU8GE^nmbad)}9>N zzdXw=$H#`K*!Xer-8v`E**Vd&>45l%AhDV5HqiK&Ac>)jQ9cL1O7lFU$dKBTRc=#& z!Q(mkEWHtnsRJVX-W^p~JH~YYNw`Jge1z#nW2_z5bxj++l(S*^h_Y6Dyrx<&>@|3E z4*%&A_2Mb7W;Q1Su|MRQS61FV*rAqk3mi%IsGYmwGnTh<{SERI(`<zsQWBUE=Bo@% ztb7K5WU=9yj1TBod!#{StmKikq9go2=gva|6T5P0zj4m52-XDSk5^sD*Yp?tDDd9* zIi~g7`f@XJZn{1KE=uSktFuZiJE9HOXrK^vKveRP2n6K5TO&Dh8_=$g)Ngl59c_Ts zF#H{i7Zcbd6B!X455tT7vO5EtVMz8(@oc1R>hJQ-$^t*?9Y|1P*kc;&%!KZb9}b?O zl#)BjpjzhK*%do?Zy%W5Nr<sPeWW(bEY4}NMt?I1z%4XZ2R_VGz}Uv(f5?bg5J$%< z%v2u!rOWOI<>T-537RMoWBG^fOVC^Dx9srvt6N(c-c2^O$ULH<LcsMU72p|N{Vdn^ z!vE!@BRcBcmbs%tSu7(F#D=Q7WZmUq!L}1fNl^x6w$uO40p~61yoFvUb|>9KWkgHO zS~v0<<FLefj^HZ4)H28mn_#NP6bPI2m<CUVAyYo_&Jrm~3TT!!S2RRqI(zfOmMGte zAA+77ALBH+jDPjA*scU;IGT!40gVgMpDOW3)44`OM|Suu?0I-Z2FHjLy5w9Uw1#}1 z4@(whA5AcXH;3z7z$&lEDz4$$xPF$5fX$Vl1r9gR`_AyW#qvS;1ex^gH_&nYKH9+b zSvxtsY39ZoUIA5jbl%Zdb&)seP=(8fL&U+(cS1U;+d;=TMG<}1T}Eq`K&8qZ(#tg{ zZRjs+p3<f%0H~Tt$(v<Z8#bt#H$1#>&%lXBInUmJPn%HiHzPVpgX|}wKDATOS#Oj} zJ=m<&%wHO-NHPvG6Zkfa_yG%{V}162LLOH2BB-l{v)ur|?%5Aeg|(mjR(y11qvUK& zJ{T3g{GRHkT-T@-&$&-_)oau8Y_rGpudKoD<Z?X7AVFRXJpi`~P{N+c;)NFC(px$n z457Y38>$BhCSvKSYoIdN6Sj{U(A(p`n%dZE%O4JfpTxSnf-DCu#!he6__|~$mfo8) z$)Y)wq7T*Z?j4{U$%w~Z--LW5*q|TOq9WSR{h529B~#!u80Gbn)&knz>3><tO#g;m zB~(x@!D0)}qs0GZi&JR7-g52`>T@7PS^wn-_hL~S$UBle{-?IR=zlz*N6#KIp}NtS z@u9D^F`A+nt3InuA>XhJBgqwTdX%+y<|$^`?DEdci+U1Mv<7iP;VX%p4pr)NJ(hxJ z)5Q$$PzVvfV>!9P_!tV9w%34QKe^W*k0u!{Chj9_g0(zcuxm#|Xv$rdH9ayXLSCay z>a^!?>zz{;QRb*px$-5ZD7zo7ejT>TbJiATVqgq(nybxlZ|NFz6M((2*oSXZ4&E){ z?cp97-xj*DWCneay|sfJ;boi!H$}%4=WTp$^IA|%{q`J9f5hI$Jc~1**tKY!OX!Ch z0h=dUZKrSh@5+5&NNxtmsV@2z?F;%fUDu1RXnw#3c7+a72la%M?*;?Qwpv2VlT_cn zGjr--o<|1F-yBO3DZfIPG#pvl@;E9y0_`<-tsjIe38gJqj9$(!q7UKeo)aF$@}`5> z^eORic%l{y`=$A)9iBbxqsR^KB~(hX1aJ3)C+jOq843ffx(~neIuX6gf<`{>s;ZP9 zQQHWMp2(TL`gzQ-d*?ay3oLIh;ofIP+sG^2>5$#vk{I!u$@4?a!l_8LBhEAtnqvZ< zG7)V>%>S4;f4Ew|Kko`v)>aAA4F^PUw;xI{EsFVtL0y{mTPAbGie0p0^2VaFqN}yJ z;+N~ik=8lb(kU`Xv`4;T7=GM4i1E^6uyP&Zzwz&>^J%1WIi+_E*`^P}Vx(=AL!7~S z+nz{o*TW?BpRXh0NIID(UI#0dADKMK`T7{HK=d1_>;(yR#2$|84`LMEk@+@>Uswu$ zWT6Bj?trKBs*vokb}rznPYeJbNJ>28eO+p~!Ws@DEB=9^^!Zb9@P-E&EF*cbh_@G~ zzsh^~jdB)w)ra~ymNK~>h%#zQ<De*ZfScI(Z;-nmvLIp-Qi>xLv&5UQ#?uOdOo#Qe z+!KyS;mOx1YYlws7UUyfJi+!&^loD-f$TXUC{Y+2fDNdIsCShVJ}8b1GAoruwxgNP zRB_TDj}ZX3Qg|9ejjB)Ez;XDZG9To<gGYU(?~!_+ETr@)JkrzL#=0LUllms5o;Mg} zHp?euY%zI{96yWMIc;MklQsSi*@5|lbg~OMWFP+=eI%SRE2Kjmqzz@xi#d&oM0EQi z;OxCT=AkXl%;snUASrQeGCp^qFH^cz->WI0LKO@Q^&<MC(-<tz9esr!>ZUMia>)Tu zSp9m^FU<81)rn6`Yu)g>F-b92J8|Ap19oNBK*2==*AF%V;BYZ|r24d4ThvgVk9dH- z(7u_gp*L|U&g3m&H)U#lNq(h1Kd-A9w_K1bz4+LUBl~9i$tf`Zjh==ga9KXPL3udR z7iCQyTROlBf(Z8x^X`-^xyLDvWYY<rU*bo~<3zo~8H_O+c^M-@426z9<s9DwyKQUi zK<90kv+j;2IiFIQ2g>X_&wMI3CRyXz2IR4d(5tBP(3;1GbF4V)0M_JBB$_E@aeo>Y z+X{&yw+Kv)IJ+mj$^SiZM0mKr^#?8sy@_+yz%oN6H6B;4I3F<h2|-Gm1>u&kzxAZS z<IL)GtsyEoJLFVnY$xF^7{79ljrbHjG_q3^V(ytNggt=_wDM7psLFLh1ydk?PIM9{ zxn{WDQpL?JifY2wQ#*b>sM^v5F*T&RDZ7XhI1T8xxeMx-tqZbk;#_#Wyf_+?E}(p; z)ve}+D(&4MdEJG)_i!9z6^5_5@&S%a2IR9gCr3N61Bv7<+7@7n0Y3sN6O}wZ%60E% z6v5Lcn>@kzVuM?%gOA`G?^)>NxpC%coNF97JIi>a6n~82L~^7V;`|P>f}dIfT!gPy z%DP#X1W2)MM;Ry7o#@SXC=s&MQNbr7!`(hAwDo2Iud7saQ!|C$h;IChieJ<YCY>pj zMgMj(U3AZGWna>voK;+pXJ&A)?)s)cjtYK;pMSL7N^l#qcVV{z35KUH_awG*Jv-?Z zNL*v%UZRD4B9_n=+CiyQ!i7~=3kh}nUH`A5bMa@o|KE5z+;aOyDoNN%v?M0(yE$%k zms_aZ9Vv%7cDO5tv=}?2k~AzN6}G#OqAaPLW^*24OAbr4VQiSpY_s$B+wX7qydIzT z>u_Dy^BSvE80WDW<%_tDj?i{2wcGmWwA!YSEk5%RVR=&-qWXwrli`N{fye(L&k8Q5 zf$s0Rb+dhXmu=wem40gLJUpG+`62=Pw;+z&N&c<3s#N3uG)Xl30Q{%Ww=iHh6KNSr z!)7RFi5z4F##AZ#TxE_o%Qr)eMR)WJ=T_IG?2+sZX386%hE*ip2JJ@Xpadp$&cs8| zArFqbqB2B}9F#%vo7o{VXVNex@|HtH9~71ENeawW>Vh<<W}+(o(mF!rAFx<a>9pao z4!)nxT+L3N$P%B8_KLd;``%(A;P3#4i5zJ>ba(s_-jOeIuT6>82uxvdg;&h-GZz%T z_IVI?@V33WO+VjtSpJ)IUDIo`wZ?C;BiKkFbS99T6Lyi3*%+kGA|_xrz@vs?^X__t z`b%0XzSO(V_MBB&G3*U)X6Vot(X81y<P7vJt;s2_{PcYIg}AUZrib!?fca8RJGDTv z$2Dj}JNOAZ`B#{mwYTjn0|(Sl)o#;(=V8o{1<~u?uZ_9I)Vl-P&lqz5C$MT~ky&c- zl@Dxax5}H9A$uX(fq?mwBSPOMMt$|^X^w>sL$(v_s;7tgA#V<wj00SXB;5xYPgB{) zbUojEz!oN0#4Hsly~ZFHJTtk$LF2!#3~bfMxz!mEhf%NJ;$wJYQz=74#`s2H^%Kma zR?bURS#BKxABl15_gtxhkP{6Uqw^8Zc#^$gzac0Ou%<f4DBM>vd$Odj;VCtE1=aYP z9n1eF`>4BpCe|3eUqGHV!9*Wc?kstyuyO41*hh6jT~17g<AsoyiZk4Vmod#>mj9QE z`sdO+8;#68W9KCzW9bOMY$d8#AducqOnW|V=B5_uGHVKVEnY%}hek8jWChNqUe!!= z14q=`6wA%{Rj}X6G`4k@u6>J&nUv19BXqwQc6zC-`J)MZdLf&VE$=!toc$VbdIhcD zS8DXC5Us!o75}eAQG?$bB|#Amyh*fANxPfVQa_0*Pf%>qeG?sAT6za~2Xa@OIN*BA z677^roh5gpNxUw#JUWDJB^&>9h?WA;8c>)cxhYMY&N`0dUff$gv@{k*bN_A#kDAHo zk<XRqc#9<u2X(M;$v091oSnwTn)5zb%A7fBY`9e>9v8y&7{FdJE6!CcBm~qD))Erf zAAA~&6g9E<@gv14>*bx~?6<onq)9#r)y#Ww3Dl-M=IH`?V4sU4cT=1-_}Z#ON@G$8 z&RvfmF&rv-V3ycSy1po(r5nrU4pF^@S+1hrrW!}erxSCOm89SvP7tIjp}KT#$ML{8 zor1Gsty~vs`G-+giYdSLJ9%qSY6y?KzrVs#X@4Jbqr@SbclgJ+=`if#LhVt^Q9|48 zxr0o7_140PoL^V(Hf9O|Z?%^4&ue*qe#`J6(vG;pyo?hFo8~M<6Vl(2;SQ>xhm^if zz3Pv;yYN2?iR<LPXUwiHr9LINbi-e|T{y)0W--+l4p6SX<Qv*YCnk1UhI9DObtIIr zPoBFIh2!jTW{ov0TuJ@4*%@+=8H0YjNBbTc+!fW%58Hs<hdrsXGw!VD)`v+|+xYoG zR2`+je>(tVtyQk7*qeVRCFsC0t7E*QhxG%|*EdU;#V*tobM@`QRCub~iWEZ-F5FnI zT6{^cQs<wT)8%dG6!jdz-3~n&*B;O#*@^gLh&LCET*D8T<uA1R_nkg}(~ci+c1JsG zz<x3xMeJ0U%+_9}yj1?Ra{gkg*;@{!r@q<J{mGAfV5=y}3a`4lKbiI^$2i3cH-uzb z>Ou8*?{8WqZG%eP1QD16+Z!1<CtV3Qb|9X|fvDH96s!R;(O}tZ(Dxi%>wv8Y%?i+F zHXafc_JQVQ>RaJCXy$M8Kqk3Gu^P2}^(}TdK$|p?KiQLB^ahW-hj=E)gRLe6>Eyii zH}NU!`4?G#FQ1<^{v2&JBG@;9qc;_@5x;(CVJ$?(an3*-8svaK33tjAR2)o#hd%Ut zh3y=7&G~LwYC8`8wO&`WH0_i~pBGtz?t(T={HRGIMFXby)7H9L^E@W;<~p#asSe-H zbD@mhA^lzdN&{a`g__O=O)Kw<GOUEQpn!c+=pS6eSFWW@wxz%&T%Ns)SlcfE@+XVI zI3GGQ>UY9v*QD=q_meM_9MxWtD4T1*^M%3u6*4{g5e?jy=}xU-8iYZnu;!TW*Ljif z>Tr6@bL!3AvQ2VAP#DJ()~Ara^2ri&-S`n*h5+5RaL*b8))C46VCsFT9$sgi@=+H| zD#UX&{hzoQpI+zNRsU}jG31o7OR@8K0#uN>Y!wW@g*_3n-?JwZcD-FJa9Kv*glz!6 zem;BFCcyQI`TV)7iw8qIBi_;OZW12itX_KQjNYaGaNvXXy&mF?VFFg&kLW%;k_O=} zQV`D7Rs2~dVjc2wG0#?%;eQD3t-A1-$v)1eG5#f#$}_{@#Q(syvhYvsuV&Su#fKMi z6zdULEt`|LHA4-kjl=+MYLCbbb|ZXcl7a^_KgrSzC=TvxRrjLUGrZIuzT`dC8I7Gj zNqZt}%p+aah_=Ruj{sj=D6OPBo9ap4*m50=ycd-=M~w_!h4f>dk(pQFYpQufXMmS) zNQ$Ma4tp*}4F=wrOG<7|s8+vt$|=WmKFrs_bv~202y&kC6;y?tzR^*#q0R{aeigQK zv8$?R8#AGaf7_N!j}=R5F6szvGMpS<Nu{GhY84H?O8>ytX#BT|_n*T$JQTeG@7Fw$ zH(o|pP0K@n;0x=W^i;RgDsG!qX4oOeozZ^!d^q>C<<HoZ&}m)#<)<7_g<yGfU_eHb z48w6yDqZr$vsw%@SJsIIMoZ;A>Zpyz)}gpg*ch=%%N~``y3YnG6EAJGDO-`h-{$nG z$=dqC!GHH<=QWBhn7-Km$;9Gai&5E|wN-ilU4NThYuao5iA3#ayBcw6>@o0Ex%a}= z_jvm0X<_n)E$d3(Aj|@fta%-DsKz5vQq16u3#6$@l|5tF*o)l75)T(CLFB~~agL@P ze$3Y+Z6<>YWPhhLpQ2klE5n3ZzkxmF<)0uZjCe?QL6{%I13a<TS9$GO88poLO?B<* z9}NDx*8u;U_AH>7@hjyd76uFR{v8mE?emzum(t6pOuPO<ee>j`1;OoXH6J;Do%NL{ z&(4JvdP{u*Vd{rBrGrV(yN~BTWqu8?qSX6`_1^_Q<^Kw$o}PW}CkpKln*M4J`nif) z$=W5j1J-=KF*Vm7M1sXbgd1mheB(RdYZ`~ogbZxiT+ogA3*w|Ni?)vY@5rhtvTo*d z=({q46?uwF4iE~5XL0?Fn`AlM+yj!LCsZd|?@jwBf~~qB<&2=XR*-H8$K@lXYZxQ1 znZ&zNhEDQ3Q#>_U=u}Z(GoxyFz`Vqf;U+ysFF@Bw`f3Jqc_;2u%Kzk?nSPd0s_4Aw z4631|1q5CH!)N@|xHmQ9MPN5pzKhc(sAr{D$AqiShs9CL2y<o&o2|MUA5-%C-v!iA z52~ln2i#C=UFEGyh#q}xH(wvMfAkX(X@IIBt5-4Iq?0<6#C7qzSBJq@MCTVM>)7qw z)EK=CxiaM*g8q)Y2w8SraybBuihv)(X1uU4mr^&OOmqR0XuAnhH|0@NJJt3LK8(NM zUwE{pxOg08Z%%uW#(OoqekQTu{t^m(<xJtxWc2OC1uw>so7uOz&)D6amd-RuD05EJ zdkdqG-`{0LIXXEwUjNz9v6MzMmDG8W#774}QbY{$1ddc_NVyKdnlW64H-a{^Q4z(r zU`}4tZ^e`MGWO-ogA(V1QTBQB3#HeAJe;jIaFP>MP74DU@b{1ke;i^y>x;4D+1t$! zJ*S@y#HtT7EZpSlN^Tn#Ad#7|Y~+yFPHa6kdOvKT%8nH!O%rXfnKJ9}yofE<_qsSG z8Z<!NiH<Fc6Me<|E0U}`Jx}qhl0)}tyMgSwbHo-<{L&8t6t(iO*gg7=>;XZlekyQ% zC2yM=JfV=i1ne()SgpnOrpz2$$_d`Jfa{4>B>h^&deNAwre;8P0Qe}sw~XYFY4diz zL}Py8;jeXpUjwoGrxfn8bz*@xX1`Y%fx4VCHkA6@xYJXyUOblY8;_i!x;-kkNCiO! zYThIn&b9QN2`vivYHk2~D_ELqk<bFX0lKKDcqr)j3**+SOAU;w@1M(cIe8CiX9Y=I z`?nrpZGum;NqrCo2RcG|x)xO~`R)=@*G8+C=<IT6P!*A@SR)Gj8;-V=G98EZ-z@@m zBASdaUH5roXt|RN)~mBdh=MvWuxjO3;Gb+18f6e)xJJ}!R*T$s3;3RemKf3Pl*Y^S z&+$J$8{mO$<f)O9Q;MrCW)`~_BcXC(;~;NiB6?9}Cr#Q<AvpnO`NDD2CQ^^ZF3PEj zoX%zcV(^o{<*%%la6;7Jt2ms7Rctt?I7;-mCh^~$9#_LZk76}T1fGm-K%rp^J~-Er zEpD&s9y}rMSrkmUL->Vtqq>Qtgr*}S5(IoW50A9G+Qq+VCu~A3zGrR*keVq&%4C?R z``oo(NW9Y2ZvLwcDLQZ7zV=a}Q3v855EvEpC9!!E`)KYNB1iGnQ#?p!Kk2htN!d{e z_GBrgrzQ?2z^gaU8!<~8scBehPgJfir6ZGygH<1$WKW@1^GV0oY8`N*Utb}$o&yHZ zy=vR>E}<)%WD-}Z$`kh-c?f+f?L-B4%{3bbFVP(FiU@^jNE?Z*&LP+Qdz;eg-@UoZ z(!njse@WMK6eVUT9b3i=wyJFnEwQ6mYdTc410A^%QKEGvKz^2WUZJlk1!nad4|3?_ zg2bIn`i#`Cc}CI)B9;NUXNx%!gJLQ@q6V?{ro+3L7J<H-loH3)&n)We<oocJB+?-E zTPPHVrWh`%K8j8z#aEZj*-B8P)XmF1#gII(K2=p?98q1i@3|j4dR9oId*-^HPOm>( zgtn4d;0Zl$ovHXKXuY1IXH6lwC3(f7>n?m*VQz@Pp&jWF5rj9e)CYW(wq5cEZ~y!V zaI#UX-=UvY_Z=1K0hDo>^XwUfvAS&7VQZYg27bvy2^mYq%;s-cVYl&3kR7PqlGG)n z{dBg3P@l{H@Sx(YbYKY4qj^^t*QWiY^_!TPK14ek<;6*~?WcKD@fI!M*q@s7Eck>~ zk*0iax`uUg-}Nb{6feZ=UGkr8zigMXngtgT4~56x{|Pv>JDo6y%92PYil2sYO^H4i zRS=p8K}~!qw?BzVfTIM39!C5|D6!(?(tkmCnPOZ{&SZ5kCjoI@j;YOgwOWq6gM&Vk z@sxEIn_=G4b8RsV_L;3m8Y4%MeC`D^z%%5$bg93}p=u`sN!%;U7puPZfaWA6fg_B1 zqHL8Rwa#E<otLw(AaC}<OXwp`ngM32{vj`|vMkxpgZM`w3tiVZWrOVS!1I2cu^E0b zttX8~u_Q~2oNo`*A>t+6%j;c@_15VDIN|-V5caHGwM|kh+MddJ2LrEMLcRYnn=-YY zpJw=Wtj(>Z&LnPC4jcRJK-U#|whjH8V%$gp!0)IA{5VlEQPL84^F)oBK9*~|68j3Q z{&zZ4Zm;XZtXP*0s03O~Z!RO%P4XBR1)FysGT^@;#f8*9s#mS{q?**D6Im$Bx&%8` zpgJTAtb!64A@n!*Vn6%|toOhEJ4*kWP6|SiUrTMqd<kBSA!&6~r1!gde{-cOdlq*7 zYMSAjuu}~F$qA`$T8+^}G*apC0qJSDUlS0{l_>PPqNejH&t3=rD~13(3=#flj>(jG z;cm&w7J=Ccwc4v&vaG#PqFK-8Wn}TS*^-JW>4-Kh?y0Vfm63p++SG(*N3uooM8GX4 z;D$l{>lTQ@4){teSMgh-wFBw<I9PTfX8_bE|7(MyZmc*`SyDrkTk<vbqcC$29c!~( zu&nH3N=p7?Ldcy^FfUf^wp{X2M27YNkH;QoeB){gTGrU39u}6%nnjP^Rrfr-WHViq z@}{~5m7ku{8;@pyb4X|W$nP&VKkImRfD>`{RI|Dx8tce2ZlXTqSV0A><+PczE4!Lz za9Jd!_P8!PmYUBqmhL)%TCOUm3?G?8FhCd#!RMv>h_E1SQ=D6?M`bzreC`lF%uoGh zJ@4qv{S*Y@{Ml3JS5(J5#W3#JGU$ZLMlHDo?SZ^{s|=9!&(M&W#{W3XxR9bgJfd!* zb}w@rm48l=&1RZ7a~C_5;qGidyvGeg`LVinR;3$>bqtR-gwpFlMdj%M%_$5Jk=4|| z26PDRq=VXZq+pE+04~V|p|cgLqFH}=%=8<d!dfH6AIQE1Y)P^y{SrNrjGwYMU2YL8 z)O)yxbL^^L3SbtE-51pArCy>l6W{^vi$|%+gRL&r;O32pzH_s})PQ2&=BPjL-kc7K z`A~Z?J;jLp{=VYme8S3cZw!VTJrswh-cP~Etcn0|#?^BfLhPLcB{-`H8>uz~)^z<b z;V=TMMYtj4N^ECi_+!@&Mg!qK7%%MHCxBj2J9BVX!p@;_OotS}X$qdt-J`a{w+eJ! zR#OP=R~k^^_I1XXG70GDE$=x0>c3d?;C02=_#amFjJW`}&r9d3@sNb(W&$55ZlCub z$&-G5lCW~IqqHJ6vKSB<7MkB>B?SVnuVux8mh#^L%Xx>b{DAzYTh$MnVNYZYGQM@E zYO6F!*x-=UE;cE&LxJbOQRvUde%G2y-+Y8V6Rp~Pht#r1XgzqBD@G5{hJF=MDh`*V zvGf;UGPOXl9LaLym4h^U!m!^FCX-)J{+y80l;@-D2YH*ZJ?jG!O8lFL1bda+3-KKO zY9jv8ko~4*_*7MKdSm$nvLn&aR$P<kwg)+<e7a}GteN7k>0p5pi%VP7Q=U_7>M?G< ztwy)>=3b*w+O5-LVFNQfJ+lO_{`Vs1TV<-6*6)Si`Jmj@J^{&nxh&YEhmZ7RTL67E z%%(Nw$nH6C`8|^Or`B58IWcnp9M<i2uJE)}>bsIid4O=`F?2nzaST82dMozZ$mrL1 z|MP4ray<}lS_FK<FUT#K#=fA;d9=y%lYSm09K4&{BY8jrB~~}jYc~{9?<DTp&!&{S zQYdUq?|+x3QAauHbIN$58e#jRP@xvb>SZ8I!icaUIbv&$X!x19z>^tPI2^aG`h)U+ ziu(VI4;=g%U8+5UfmKYT)+-P#`9nU(*h%!BA;Ejh`O(9=@?;qYXze)>XQ<y()@x`t z=!RK=)Qf1(hsll8PQq>UY|rH_f>K~jfMRV<(^d&i^ys=H?p;!vj{ZD~+AC3QU5rwx zjTWoM1nnY^lhke6@AS={&Vvo#ExEfF3vsWR@OTf-%(<aMbhFcHibM%XDEXwvYc|1j zw~I!c*=?7ui5-W)-f&`lt+MifIo^vHWXWXz8aLeupMGIf;~7qcNbrjuTRAEM(0aUl zDb*a$9WxY~_bTmI=j3_2eo5?0S{Qp~1ZQVpB39fg^OiHb0N(tIG`&3J-hzz*C7|H| z?33zbB;9?NG1^{mb#z3SUvCtlJFXnDpG*);tp~f^veeWt9SCMN)7jC~%UaF0zyaPU z&3}37$dZM9vc7P<%TtzR>p63yIafb4W|C*l@a+*r0(1oADjhBJoi^6%)Pzm*e(-1= z(ii)zV1A1M!Y^L~&8bM$B!rX`QPFJhq!&-G!j9=i7ag77M2mUJcba1qDC1|yFKMA3 ztqKD9O&w`sJb(BBo`3&=#kDqtCZaFj5}GX!Z~fI#^`a_{^6}?qw2OeNX_^~MZ;)nR zUD=409Y9iECzj~}68Ssiw4yj`_P^_e^@7HRPt?7XhAaW~9#o2ZX8d2&8>-TI0)lU4 z22Ho8fi6mD<<t4-+X^*uC}QLho}1t(EH#@-=Cgg(YL5pZ>ITHv3ztV=z#U?cfc6M( zlvV7<YPVa_I!FeY^(4*X?T{Stqr%;;)KHn`su=lZc+@yp>!Z?;Rx{$PP-$wjK3nKg zLqc`jgW7$!8NK0#Py<QA#J*1hpzr$W#y8Z5=7kI;G<mJzf9-L3_z?K-TBoreDOQ;O zJqZ*m;5WdW1M0AO4|Dcs5$5tTs%{c`j_5ZC$J`ap@v{tP3rERYe+m{zHGr3tbWFGU zLd6ku)?Xw~hfZO({*w&M(2hE~b{PpbsE$M{F0&qD;1WiLdxdr9c=bTjOXQ>TLuMS# zRy5uLe|&8S)`^=DbBGa1=~s9K9OoTuB;F^P;Se#Nz)DN7_qPTKC5*8q?mHh>Qy*7Q z1HIw`pH-0VrgSW)$E72?L?<gg7Q`2?#WOuOittr0jGqj7c}>cf$=&xz#mBjb;Yi|i z6w)0WWHWsJVOh$yCgYb18;+DO$y{6PHJ9Wq@t@kfD{o3*H3A0RLvb+9nQ?!4{|@W@ zz`F6VW6)2vEkwI%nB-e>imsnRsnJHCDE`LJ^PF&*!4v{3`YiG}vJ=mZ4s+;V(~C*V zCbM0iPVBdo3}&_Wn(#=haN*aRpy!~^swS_+;KRiCkUNF@aJQ+(u@qBvWkGQujI(uQ zgT+!KUHCy_$9?z=i=$L4QkoY-;ndO`S1<C@##C9|$BU@PP+9k`1E6ool&>{I)#S%y zp7E(bXU0lZ_R8jrh6m7RI@cslVnz3{5?i9ew)ak0jF1v-{)8svMDul71oRUX1g&HO zq{G;=7<CDB^?Dwrq~HbpBn;iW2uNe}E-B##ja$9&7Po6ZZmDBxiCRnMRnE{QU<6cQ zzQ{{HfeVFaJZL|JWe2UmP-^{TDw54nTr*yjma^NFl>~2Th0zDh7o)DG2yx*jMhu$f zkzD*Pgml`>O}t^{lkVNROO8;O_PRh^9DO{Unzsj%4AAC+OMJ~x(iTh(ty^abC~K7o z+<n^p_v(Rtx!ALZe@=<cK1A9t<eQ54w6tEaGf9?koI$Jsj?fJ$Elx<rr_oSZXIrDU zVAslAh}o!n{X-<IA4~_INDfCXNtR@%-bOJVjxdLB>j!yeFTI`|{3e4FN~eVCWRazn zzHf3Dt;%EBb4Hm$sMSOj^1R?jyUhr&P0bWo_2Xq9z@&epR~pi0s#PBHyaPNc@+Aa3 zw}?ZQ?)`~SP_o4U&392}_(D5;1G*-9F%mSiIkOt>7tDYmd+_@hr-^71+-AbY7n=F` zT-=%Rug7(OA2wuU^issnsIkhM%rU+|<SzEO7968J{1@@3A~Hy@69dq!W~w2(0D_;E zD$qN^zt%AE_?2L{OJ?yZvq^|u)2*FYHBx^`c(~{h=zeT8`okS}1!GVkb8)2)GT&ow znMyQ)JG9M{oYx*JYZwqLXWx8AsE;L9Q9cxmxt(mhjMLdUQ&3AkU5N#PwggHhQrd6E zPD`2bo3$0yQL~W?{jYJ3t>dYpfjY7zMR6jsI{G-0cAtHNrS>-+!!EtBWcF;=Er+kr zub5{l;I}X>fzR=t0U=6A2xJrdq$QjQ&cNR1&&okaE3Z~p%{KXm>9heK>`k6D2<F+M z5?ZlfshVtwO<171Y=#%-%vy{N8Eutp;pdlrB@Geu7~jSAjatkQsGo5yk}}pJGw|}i z?jVbdGCb`W^B#M=5qeXrOCJ2$v^R4s2XCf{tc1<wMpDXno7??81vh7nx$-uVZcfix zUL|_azk$D2=gVGxwk1XRm)RVJHW;{DlBvA^Ofvw5@IG{)wyRlgknnK$wEvtGYb);c z(#RCw(OW}dJiaJ0XNt9llnhvMYYT(l{EM<j))L$_v71uxPoWLc-=>q-9Q)=;{ASYO z%2Tt)$c*9Px(^rH=IrzNCQQy2Op!38b`~kM<!6g>yR~tP@c@d{1~`YYg=uYIh}K{E z4URcg$?RUF1;K|5x7FSY;39la{6qm{QHuc!sHt-hs_Js+=_MzhUE|Qo!Xu(D>{Zir H$j|=+{S~h( literal 0 HcmV?d00001 From f123a104e1ceb920c33bce3358201bcbe2167f4c Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 12:49:08 +0100 Subject: [PATCH 27/37] Improved CI tests and doc --- argopy/tests/test_xarray.py | 126 ++++++++++++++++++++++++++---------- argopy/xarray.py | 48 ++++++++------ docs/data_manipulation.rst | 2 +- docs/whats-new.rst | 4 +- 4 files changed, 122 insertions(+), 58 deletions(-) diff --git a/argopy/tests/test_xarray.py b/argopy/tests/test_xarray.py index 9e608832..598c083c 100644 --- a/argopy/tests/test_xarray.py +++ b/argopy/tests/test_xarray.py @@ -58,12 +58,12 @@ def test_point2profile2point(ds_pts): class Test_interp_std_levels: def test_interpolation(self, ds_pts): """Run with success""" - ds = ds_pts["standard"]#.argo.point2profile() + ds = ds_pts["standard"].argo.point2profile() assert "PRES_INTERPOLATED" in ds.argo.interp_std_levels([20, 30, 40, 50]).dims def test_interpolation_expert(self, ds_pts): """Run with success""" - ds = ds_pts["expert"]#.argo.point2profile() + ds = ds_pts["expert"].argo.point2profile() assert "PRES_INTERPOLATED" in ds.argo.interp_std_levels([20, 30, 40, 50]).dims def test_std_error(self, ds_pts): @@ -77,6 +77,48 @@ def test_std_error(self, ds_pts): ds.argo.interp_std_levels(12) +@requires_connected_erddap_phy +class Test_groupby_pressure_bins: + def test_groupby_ds_type(self, ds_pts): + """Run with success for standard/expert mode and point/profile""" + for user_mode, this in ds_pts.items(): + for format in ["point", "profile"]: + if format == 'profile': + that = this.argo.point2profile() + else: + that = this.copy() + bins = np.arange(0.0, np.max(that["PRES"]) + 10.0, 10.0) + assert "STD_PRES_BINS" in that.argo.groupby_pressure_bins(bins).coords + + def test_bins_error(self, ds_pts): + """Try to groupby over invalid bins """ + ds = ds_pts["standard"] + with pytest.raises(ValueError): + ds.argo.groupby_pressure_bins([100, 20, 30, 40, 50]) # un-sorted + with pytest.raises(ValueError): + ds.argo.groupby_pressure_bins([-20, 20, 30, 40, 50]) # Negative values + + def test_axis_error(self, ds_pts): + """Try to group by using invalid pressure axis """ + ds = ds_pts["standard"] + bins = np.arange(0.0, np.max(ds["PRES"]) + 10.0, 10.0) + with pytest.raises(ValueError): + ds.argo.groupby_pressure_bins(bins, axis='invalid') + + def test_empty_result(self, ds_pts): + """Try to groupby over bins without data""" + ds = ds_pts["standard"] + with pytest.warns(Warning): + out = ds.argo.groupby_pressure_bins([10000, 20000]) + assert out == None + + def test_all_select(self, ds_pts): + ds = ds_pts["standard"] + bins = np.arange(0.0, np.max(ds["PRES"]) + 10.0, 10.0) + for select in ["shallow", "deep", "middle", "random", "min", "max", "mean", "median"]: + assert "STD_PRES_BINS" in ds.argo.groupby_pressure_bins(bins).coords + + @requires_connected_erddap_phy class Test_teos10: def test_teos10_variables_default(self, ds_pts): @@ -132,38 +174,52 @@ def test_teos10_invalid_variable(self, ds_pts): class Test_create_float_source: local_ftp = argopy.tutorial.open_dataset("localftp")[0] - # expert_ds = ArgoDataFetcher(src="erddap", mode='expert').float([6903075, 3901915]).load().data - - def test_standard(self, ds_pts): - with tempfile.TemporaryDirectory() as testcachedir: - with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): - with pytest.raises(InvalidDatasetStructure): - ds = ArgoDataFetcher(src="localftp", mode='standard').float([6901929, 2901623]).load().data - ds.argo.create_float_source() - - def test_force(self): - with tempfile.TemporaryDirectory() as testcachedir: - with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): - expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([6901929]).load().data - - with pytest.raises(OptionValueError): - expert_ds.argo.create_float_source(force='dummy') - - ds_float_source = expert_ds.argo.create_float_source(path=None, force='default') - assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) - assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) - - ds_float_source = expert_ds.argo.create_float_source(path=None, force='raw') - assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) - assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) - + def is_valid_mdata(self, this_mdata): + """Validate structure of the output dataset """ + check = [] + # Check for dimensions: + check.append(argopy.utilities.is_list_equal(['m', 'n'], list(this_mdata.dims))) + # Check for coordinates: + check.append(argopy.utilities.is_list_equal(['m', 'n'], list(this_mdata.coords))) + # Check for data variables: + check.append(np.all( + [v in this_mdata.data_vars for v in ['PRES', 'TEMP', 'PTMP', 'SAL', 'DATES', 'LAT', 'LONG', 'PROFILE_NO']])) + check.append(np.all( + [argopy.utilities.is_list_equal(['n'], this_mdata[v].dims) for v in ['LONG', 'LAT', 'DATES', 'PROFILE_NO'] + if v in this_mdata.data_vars])) + check.append(np.all( + [argopy.utilities.is_list_equal(['m', 'n'], this_mdata[v].dims) for v in ['PRES', 'TEMP', 'SAL', 'PTMP'] if + v in this_mdata.data_vars])) + return np.all(check) + + def test_error_user_mode(self): + with argopy.set_options(local_ftp=self.local_ftp): + with pytest.raises(InvalidDatasetStructure): + ds = ArgoDataFetcher(src="localftp", mode='standard').float([6901929, 2901623]).load().data + ds.argo.create_float_source() + + def test_opt_force(self): + with argopy.set_options(local_ftp=self.local_ftp): + expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([2901623]).load().data + + with pytest.raises(OptionValueError): + expert_ds.argo.create_float_source(force='dummy') + + ds_float_source = expert_ds.argo.create_float_source(path=None, force='default') + assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) + assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) + assert np.all([self.is_valid_mdata(ds_float_source[k]) for k in ds_float_source.keys()]) + + ds_float_source = expert_ds.argo.create_float_source(path=None, force='raw') + assert np.all([k in np.unique(expert_ds['PLATFORM_NUMBER']) for k in ds_float_source.keys()]) + assert np.all([isinstance(ds_float_source[k], xr.Dataset) for k in ds_float_source.keys()]) + assert np.all([self.is_valid_mdata(ds_float_source[k]) for k in ds_float_source.keys()]) def test_filecreate(self): - with tempfile.TemporaryDirectory() as testcachedir: - with argopy.set_options(cachedir=testcachedir, local_ftp=self.local_ftp): - expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([6901929, 2901623]).load().data - - N_file = len(np.unique(expert_ds['PLATFORM_NUMBER'])) - with tempfile.TemporaryDirectory() as folder_output: - expert_ds.argo.create_float_source(path=folder_output) - assert len(os.listdir(folder_output)) == N_file + with argopy.set_options(local_ftp=self.local_ftp): + expert_ds = ArgoDataFetcher(src="localftp", mode='expert').float([6901929, 2901623]).load().data + + N_file = len(np.unique(expert_ds['PLATFORM_NUMBER'])) + with tempfile.TemporaryDirectory() as folder_output: + expert_ds.argo.create_float_source(path=folder_output) + assert len(os.listdir(folder_output)) == N_file diff --git a/argopy/xarray.py b/argopy/xarray.py index 0aa77bec..991fe57a 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -993,7 +993,7 @@ def interp_std_levels(self, ------- :class:`xarray.Dataset` """ - this_ds = self._obj + this_dsp = self._obj if (type(std_lev) is np.ndarray) | (type(std_lev) is list): std_lev = np.array(std_lev) @@ -1009,13 +1009,18 @@ def interp_std_levels(self, if axis not in ['PRES', 'PRES_ADJUSTED']: raise ValueError("'axis' option must be 'PRES' or 'PRES_ADJUSTED'") + if self._type != "profile": + raise InvalidDatasetStructure( + "Method only available for a collection of profiles" + ) + # Will work with a collection of profiles: - to_point = False - if this_ds.argo._type == "point": - to_point = True - this_dsp = this_ds.argo.point2profile() - else: - this_dsp = this_ds.copy(deep=True) + # to_point = False + # if this_ds.argo._type == "point": + # to_point = True + # this_dsp = this_ds.argo.point2profile() + # else: + # this_dsp = this_ds.copy(deep=True) # Selecting profiles that have a max(pressure) > max(std_lev) to avoid extrapolation in that direction # For levels < min(pressure), first level values of the profile are extended to surface. @@ -1024,7 +1029,7 @@ def interp_std_levels(self, # check if any profile is left, ie if any profile match the requested depth if len(this_dsp["N_PROF"]) == 0: - raise Warning( + warnings.warn( "None of the profiles can be interpolated (not reaching the requested depth range)." ) return None @@ -1077,10 +1082,10 @@ def interp_std_levels(self, ds_out.attrs = self.attrs # Preserve original attributes ds_out.argo._add_history("Interpolated on standard %s levels" % axis) - if to_point: - return ds_out.argo.profile2point() - else: - return ds_out + # if to_point: + # ds_out = ds_out.argo.profile2point() + + return ds_out def groupby_pressure_bins(self, # noqa: C901 bins: list or np.array, @@ -1160,7 +1165,7 @@ def groupby_pressure_bins(self, # noqa: C901 N_bins_empty = len(np.where(h == 0)[0]) # check if any profile is left, ie if any profile match the requested bins if N_bins_empty == len(h): - raise Warning( + warnings.warn( "None of the profiles can be aligned (pressure values out of bins range)." ) return None @@ -1175,8 +1180,8 @@ def replace_i_level_values(this_da, this_i_level, new_values_along_profiles): values = this_da.values values[:, this_i_level] = new_values_along_profiles this_da.values = values - else: - raise ValueError("Array not with expected ['N_PROF', 'N_LEVELS'] shape") + # else: + # raise ValueError("Array not with expected ['N_PROF', 'N_LEVELS'] shape") return this_da def nanmerge(x, y): @@ -1319,12 +1324,15 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: # Finish new_ds = xr.merge(new_ds) new_ds = new_ds.rename({"remapped": "N_LEVELS"}) - new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] - new_ds["STD_%s_BINS" % axis].attrs = { + new_ds = new_ds.assign_coords({'N_LEVELS': range(0, len(new_ds['N_LEVELS']))}) + # new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] + new_ds["STD_%s_BINS" % axis] = xr.DataArray(bins, + dims=['N_LEVELS'], + attrs={ 'Comment': "Range of bins is: bins[i] <= x < bins[i+1] for i=[0,N_LEVELS-2]\n" "Last bins is bins[N_LEVELS-1] <= x"} + ) new_ds = new_ds.set_coords("STD_%s_BINS" % axis) - new_ds = new_ds.assign_coords({'N_LEVELS': range(0, len(new_ds['N_LEVELS']))}) new_ds.attrs = this_ds.attrs for dv in othervars: @@ -1580,11 +1588,11 @@ def create_float_source(self, # noqa: C901 You can force the program to load raw PRES, PSAL and TEMP whatever PRES is adjusted or not: - >>> ds.argo.create_float_source(flt_name, force='raw') + >>> ds.argo.create_float_source(force='raw') or you can force the program to load adjusted variables: PRES_ADJUSTED, PSAL_ADJUSTED, TEMP_ADJUSTED - >>> ds.argo.create_float_source(flt_name, force='adjusted') + >>> ds.argo.create_float_source(force='adjusted') Pre-processing details: diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 896560dc..dcd42719 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -84,7 +84,7 @@ Let's now sub-sample these measurements along 250db bins, selecting values from ds_binned = ds.argo.groupby_pressure_bins(bins=bins, select='deep') ds_binned -The sub-sampling can be seen like this: +See the new ``STD_PRES_BINS`` variable that hold the pressure bins definition. The sub-sampling can be seen like this: .. code-block:: python diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 39f66594..892a34a6 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -8,7 +8,7 @@ v0.1.9 (X XXX. 202X) **Features and front-end API** -- New method to preprocess data for OWC software. This method can preprocessed Argo data and possibly create float_source/<WMO>.mat files to be used as inputs for OWC implementations in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ and `Python <https://github.com/euroargodev/argodmqc_owc>`_. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. +- New method to preprocess data for OWC software. This method can preprocessed Argo data and possibly create float_source/<WMO>.mat files to be used as inputs for OWC implementations in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ and `Python <https://github.com/euroargodev/argodmqc_owc>`_. See the :ref:`Salinity calibration` documentation page for more. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. This new method comes with others methods and improvements: - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, @@ -25,7 +25,7 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() -- New properties accessible for the `argo` xarray accessor: N_POINTS, N_LEVELS, N_PROF. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. +- New properties accessible for the `argo` xarray accessor: ``N_POINTS``, ``N_LEVELS``, ``N_PROF``. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. .. code-block:: python From b3835921515a0995d3c2d562d34ba12297b0c9a3 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 12:54:27 +0100 Subject: [PATCH 28/37] Delete 6902766.mat --- float_source/6902766.mat | Bin 481854 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 float_source/6902766.mat diff --git a/float_source/6902766.mat b/float_source/6902766.mat deleted file mode 100644 index 9ad96fe5791f30de1bf9f2a99bf47dee069f70fb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 481854 zcmbSxi$Bxt|Np1DOH`C{sv$~pFQ-IK<L;m$QIt(B8$u3Y4q-DY$uW|aGq-XG%cx{z zV@`8kIm_9w9B0^^`CYre|H1EmJUkw^Z12N$y<X4L>$-L6uIZ)ACpA^nPTsn7SJ~0o z&Ee#2H(MV^53eV>Cp|s9o&C?9yyE3x>*Mg~q=&oi$-9qzPnvl=J$YX9r1}Nj^XGNd z)lZ&RJFot~|BwH68Q&5CU+V=w{;5oRG}?bxt=m5>yJ}Mp9<CCa(AdqfJKMUqcGsnC z_jH3oPSEyYUsJV!Gmhd`T2F<|RNQ5341#uDlCwQ>M;#+*tmG_ZtrM`<NWnquo~G}i zTgp$QAHwi^uAH(zYN_FU;3m}d!~;E?z;#6@3HU`n5pz}co1aAs;SHbuB=(Y5U)E-g zzw7+A9Nj{kO&zG%d{O;j>}~s(#mJ`o>Ez$#>#yo_Cf|2|=f$)Y&ZiGiw*`+X-bz33 z`+HeR!>Ki0!*6JF?*R#An=d|ni(*jt=Y2mU{<r-{-;4i#|NO;&Kjn6uc9$PSU_s*} z!b?gfLG6C7LtE#7_?=4TcV^?n!J7N>rIH$1H{QoIk0vtbwY4{=ZFOCm6|Q*;COPK~ z^a-DN|5#dSvgi{9HnXIk!QuuQFj#AwoUNc^XO9V4zPjAE&p~PDhuC?K>C!i19s|>T zzhJY2nGlOTum6hOJZCIqT(npcb<e{1gKotAGFck~IX45L16!_GGa9xmC-YJ7(RQsX zm$eF9%l5t!(0LL=qbsEMTcMdhS5*|WjNSg|Z$8_Xu*_<e{AsY{8ukw&>qK+K{;tO< z)ZN;4ieg;{tp_R^Z2eX4D*Fl^w{}^a=(thcjP|QD(8gz$cMH2)%>3RwIhRl#_t#l$ z=b5pZN9lv{`#veK$-hJfTf>IMYZ{E>-Xe94-TX3!ZiVIr(dvB~W)J3WRPB!U4f9r8 z+|~T~@HN%uzq)8&GBnzTLQ0a$@(!pqCDP+Z(XmBWKZ$g$Sk4eL`_6veI-pIX{_@** z-x?9=m05qIXCT%SxmhqS{4L3kkRBpF7;@Y~>a@B-VrNHaCq4G@`=44j-9`n)(v>wn zWZt<t%Q@$tqoY3l_XV2-*x(*>A5TlilZtZ>hYCK!7*YA(sHY<O_N@C(s_}w+3r;M5 zD+@B*ZL><AS~;kF*M*xUWbqneRgTu*DO}EY1C_cRAjlPprR1hZ=*&lF3J&0WYJQ7Z zVHI`4XoWqg_RhB}ZIr(4cGs1l54_l0+T1JucpRf}eK+ih>&<)Q({YCvOf8k7PE#Qd zw6ZSc{6QVqM;!ek`MhYxIl0H^?2573v;R#x<X_jUkqB!(8fF`~i}2&GwJ?Lf;}~Zm z-1F95H%1QA^J&6Q|9sn-6e#Jz3LO2{m)HT3Z6jlqwW^BPxi-8jH9YG8b>dwstM|>c zjiWQ{+j4q~nHQwnc53|b5NvJG>fgfo=LtOr{`E5%vs126_O=)hDEa!(ku_SY^i^pJ z`BqzAJbH#^n$~#<dR9q9W??9wT{iIg`CxU<JY<!A!<i-Wvo@il^T2hdQ|_B34$Zd@ zDa4*meiDQHHDponW$fgDuk-aXfk!h@d*jq<yw58h)rvW4eYsc3@AcpzrjuBFZl=S` zbm<AT{DzBGr(|~qajX-TpIFGF^)C(6RE31X3fwunrf#FxOPv%<U8ntKo*l3fNK+hH zP?n}^{z3d&Omf*}yx*{tqxZiQ#r4anBM#eW<bEV!aWd<lt^#Vs&D%Vzrvo(b$nhaH zVKIWeF8tpweZSvW$jxVKI=|S*m?wy7oP^!7J#~1x0`)CzZ^4*PSJOyqF%0K^8Sb=a z=}52Kk#d8uI_1|gdI98u*EQ6AMJ=NpYPjAXUsXp>p9@dSK3)AM>DL##KVK%jKM5wU zt9FW1`8>c)88zJ9oL-KRf9pSzarQ&??2?lC)Ek*omGgU;UGjf8YWA;4Z6Q0m(tN|1 zd>mQ(KOA{?;O=YdV|0%)jF@vn_9sE360h9Aje!fWNp_sl-|FzP<$ps@|Lu$oc$cXT zKYk|iOVfo0=39%Sno@5s2VAYbt#tQT`(2G|**f*9CDf8iN}IK7#@5ajqgyQEs>*%& zUuYSH59S<Z`?_Jz$nfaS*vYv5gQ1Vl?#MP@RB-i4H=*p`it0|<7Q5`3-z}44DzEKt zTob<}cqJa*avpzazoF%~u$=Rzl6Fr&R=pa%{O{a?nBA+N^)`*ob}#;3O?Z0?y8mJz z>*0wpGem_G;U4xht+}J|3nk|8y4Gm<3-!OKDxGChZ6}ZRC#kO3CuR(Zc|TPSaY@w0 zzO5=M`}NCn&HM6EWL9^{UuS|IJ-Lu-YoF~G<{?>gm1{v)l8`+9{ae-(w*CI!7u}O% z5+F+T%_`Cl6|ToPc*I=&o8I|VN}8^s(J9-|LJ_6kKAL{_?PT4*xB^6yZrEs&Kk0OL zoE)ms6P_n{g;vrqEb{u%*%=h;w!uHQB|{JRlJ?h33&;!>$ob$$?H>}ZhvN<GJSW{> zjE2vIIS5s6ec$ss8~azh6(xYH`j`IQv<zgQ+`oS}mlZX?IQiq>1W!BlOG`gl-lrp8 zzBv-*v(HPAH2m661$wH5lM$Ehmp+2;FR@Qe{%JR3xKLyMGIymMI*zQ&yyf?|!GSaH z-2Xf_;jysW@dyl|=W`3>qix~ofgyB9w)9m=-#mZQ-G-_=LGON}kJ`R&)N0igv-Q0f zM_mzYJJo9tggHu^XI?t>s%=a;Tkfk=o6p+7*`(%wmsZNm@DE;{8r)|0m_O>pm(d4u z6RM2ZO_k=4cS__NLx)}QH4PN+HP{U;8?UsDGick}>GiSt?0#0??@NCK2Mv^Yu5HbB zR8MyWw&K!AR&n=VJ<+R;2@Ws)YaPGoVhj~}km?stUDeCaSoNl4?RtBs$z+#-@)46# z(OpJ2nK@q*c7LncJ?QmUHPx~#<hsD&*`t?F#n2DCOo(`=&z-J_INvjGcIvEa?B7cV z_D@|?_<Ia{jTa2hXb#Z4>L?a4t2oelAnHVETu*<-YFka{zk{E>JPD#I-BTXrou@_; zT`u+iG8m0lxhnZ2=K)8V<bBnVK>Yi3VqdeS-h=&Vwv(6U_8k=OYkj58JGd1x|6On4 zkF|alybez}=S3~<48bpED%8B_{v>@Id$6nZb*}K!Me5ACXfxQUV=Yz#qLmZa;-#rw z4_}fmani^3wQY@Ej7`|O=4tih0XwC2nE8Nt+I5Ka*6kwu;7}!f`2ojRL-15^n;GoM z^`8$BY?pY&syjNk$YGgXO>a&*u3vf<vE3~Y*}og92zkH$ThP<;r7+4>ZX~2|$tu@z zS0A@TV7>H+XiGF~B6}cMDTPvJzTX;qTu;Bu{P+40BFbMz+S5>d=J*PM@W!oiOGoap z`<g6Huscb^@zB+y--OFm^MuAX;_|<DP>~FR%tmvMmyCVe;E`-^GqY<y4#_MUM9Iv} zk`%+A?zMuWPG7}C{z~m1r-q_J*E!{P2KJ|VKP+nL9DMfXc=tvd+kBU^LD+y$!QSQZ z?9>XZ(X;jEnR8d?qmB>5yBy;84{T}m2MjXBmfY^8!dJefwdNs7NI$xxCd+0%arzjI z)lf(;Fv`52+R@mGI&N;efVeyIzMjQ6x8-*0wdAYX{RQQU8dBPWDN1a?o!#L+P<=iC z4*VYg#viyF?JW5$*!eNE^~`IZOv$uFoo*}n(xF?4$(X+BH-b;BPbg>(<GfrimZ&)0 znsTv=d;2uv{rGVmb)&3elelJif_uD@!rU9)lQqT~W2tg@rE+JblCcux2%#JMLoP-? zuEkG|)NP20WN!5CTo`|JQ(Sd3GX3-8^D3>2nfSApe-@<f4?6rJsH4`YxcP{F&n*Mj ziLeFrUysOG!D@f|N`LnwFW}X$CMA`s=jjZl>!bZk*KKY>c3_vIJzxEj4}Mv+`Q4>h zbvOH`d|9K#U+$<N+U_ySi0}5WRuo4|bHB({HC4#R0NEG+ii!;nmh8$b$MgQUUww@D z_-^gVHF6>B{DU8RZLvGdM?0VQi+ovEn5=D)cv@p~?UZDWzS57Qp+%ja8xhynxU(Lw zb?UUXuidMO$V}0d#@8J2$_?+R2)=wa@{7b7;wA0hZ$60ZzotFUk<$#D_Wk)6`S<6` z3&pqG{NA4mJkhs%X3t?4S<1nJe|Nfie*c#Jcl{diLgP@0q})gK!6}(8_L1LNhXYRe zY-7*Py!gvD)YZ{Zp-!YS9{ZVl$@A}`+m9b3DaG?+5o^m^(xq!I=6_*oT}qM!s-GqM z%_r$q%RIE+{^PvA9`i6qpi+(zId1q?QO+$cH(f}=VyHmW@C0t1UCWaCr8QoO4qjK? zoo^ohF<R@or=F%?z`ueMvMnhmS#ciCALmLSpK$>~sExQw`833@L4$pl^vrHe&)Iqg z)%}oPd$121G?U$+vQHp+`m&)<`)Ysl-%9FFu1<5WN{6IMExvCN-gjm4kAv%Pse``J zF2Pp<5x12DaW&|Pv@8l{@L*wK!|emx4kH$QuJ1RVU+N&g>&iTa`XX6&t}dBJ$tt@4 zII7C&q1d&%VGG<>ckbsyM<IsIw&$xEk#;xx^Y%})PvOQIYdj`KEo2wJbOe7Txrx8H zGyn1P2_>zrs}D-c<x<ZbDEl>edE-uxSI+Cj<42EgH;JDjAG9&sUtrMM;b;0!FYDdu zUM=BW(##L18Xs)$)jJ$}ZB-6`|G~nImls3|lyh4TXW3oaMp(X_jpCh<jy^)%G_m{~ zc1rEn_N@B2_dnTQsgG~?`jkN>4rAs;FNysMc*U4D1#D2_Hgx#q&5ef=-&QpKSY1uk z{zsp5HlA@twk~^Mv~cC1V|iywdmJg&VEr_FQO}!DC4c*-%>mhmgJw2qN&l9HjRllH zY2FupS%)!mnB&!LMIX`H_te|&l=6KkNU-OCH>_BPL40hg5fUtZbGQ42^N$4so+N$T z_#(3wta1P=cK(>$_9Nz*J^891>4jZ`FWSP!T1S1LFSUO$zux<%>WiP3H@GuJ@L7<0 z{iANE;IU-rNo}O}m-yI|dS2dhQj1^a8Ckw1HGh!#-+V>)yd1BRuc6${r71o?k6@h4 zTwXbOh-;l)_v41@htFRdk9vR5HP(X_CR`duGN4Pt>Sv{9dNp3Gt4-nqq9X&3b(ZD} zDe+|8ZZ95Fo%3w_SW!it9H&tiUvuYfC_X)RcPQqAuTTlp2zG(7q~h}_$3P}H*stK| zn$mZJi?=NqCrgnM>Pt!?>qCXEzwa-)EZN`h!td*$4iV^sAGtSkj*+e2IE{8%aBlI+ zWSb>l-m`W$#7FJw!4p|~DJ!z~nvrgNjQg9xH;aK3k#`TBtW~IMVjFvo$3aINzJ2>e zo_y=zV?>?!^B5uAs`l{DxzH1jr2a{B7+<<}J$Z(_`)l-2UfEyk0(mB(egB*|7}Hv! zoGBnMDeC#yw#e&y>ES%H<_ucqb<0;;SoEWl<RHcpb@*!~+te%A+O@ke{VO9qUSp$i z!+^b1!QN=e&kq{Y+s>Fa(Kk4R+VPkOrk;`x7DDANaNkYmbv19#+!S6|%N^U4tYp=x z4{^qFesIR}%O}gR+v_uz$)n|x9`!wGJ@>lst3!$;*Ybi@tSHL74|NYdCz8gRC9z0@ zveoljw=T|-!fal$QL&^1=1kY>kSoW3Pg_cz_r-aUt&3wblUuDZ{k)z6kA7L)k~Vb@ zt3ra2QO|*`mWz-!PEuEn1hRutH;nb4a<;-e=bbpK`)xLi^mim<7)*|FApTJBPW?97 z6BDcre@*wV^Pk1j{WZDYI4)~aOfHQLA;BwMD`d9jIpjr1;ErMJ#S>SU+}SQ>X7Hhy zO4;FIO&Q^Xv2a(_s+r*Zj2$&<r9@A_sK3URz5iA$b5#*jA;Q>M_Saq+<G8p%NGVlZ zRAkTAx%3?!ed@tjfrWKc6;pL=6FypA`LbuH$zNlwz~8X)6&*#N5n*Dm6;o7U)|Q{X zVF>f1cF>-fV2PeJ3J1F~;O{$L&zWwKjfP9a#9qV=Y1_yesM}-&9UWRp!31gyH7heQ zoNi9h_Ir*C`vJ$s<Ag}=_TvhJ9XeC4;t;7)nz5r~v-4EnFqVnc_Zf=lsXWkAxra3z zF_Tfd#HKCf*4JdNjI9U9^r%MD<9;kGnZ;i8+fm)bZHqF7Lm0C*kV+A{ljqh(J@c1v z;mWSf&C27kHL|s9veipB$=f^i9BbsxDgW({tB~#EhHQKP%9U7psKCM|9YYb@tS}$j z+HUn92s}*BsOFaY<3nb4q=Qf*ufvkenOpdMtc;o&Lp>SPn%dB?;mFq3sTf%rSGJDB z^4tul7*-u)kw&qoYQ~0QpaH6$D^oLrTV2`G7-9#c?r68|2o+X7U&^RraZbmmj;saO zE#WJ+UH!LuFqBq~<M74$g0jz?{QKLo>yex!RpHUOR|HAYKC?mr0~-O;foPJRXP~SM z{8_^FXK9Ls1!3tga6GA1?EJRl;(h)3`Yp)9io_@f3#mL99IPpW`e9gq!joOOYh@8K zKXvpK;b$;(J4kPSEt=p+cMcqMMF`^QCbRg1!6;flMl~lFGZ%IUTFgS^<<mJUiuZ|~ zOA?%~e-F6swdziPj{8|`aSOlVPvJra`m0R*_OC2-X|s<*f(>K*Mk{PnS9S-cOF>5m z4sbSOM_1__aB2KPE@nFlv#p)(N9-&xjGEE0veSP?M^&v=H8mA@rlG25g7(H%MqWod ztoLAGXb0?ZI;rNPy#ho#a)z=iwld0|ZlW=VaMp@p+F(!3ryV7)48LSvjD_oY)Gw8e z43&!+vXz;(Jr6jWPskF|Q0{!`=<3sf1Hq9QOoVex7g?t0%eKluv){-N`6w%+w%9&9 zeXrH~XN1pt2VDI|hsO|kDw_&z0#?GqQ8N?~RtAmxoX|_-2zZiq#BA7zh^QEXBg1;2 zK$bRR7`X&)FuK86lC9zz#IWEC+lCPtI~P|2M8?+4cj-Mul4u({dYcttp4+*cb;ih& zcGyg?ILlDqCT&w-6DJL|oxHPI!5GD6(3eoPoZ~h-3i@n>bIx-@JPgUs;A{qLZphHN z&j^esBWsGDo2S78<oT^UPa}<P;ic&*+B+v!!NMhZ>{gZFaOW`fgq#hP+GBPT$4Bg{ z$4p?s2eyM0sq=fT83=A3hML<*=$c<5l7;;J=eJ$v?*|4T^Zu?S=+I3xS6l}ANp&k8 zRWSV@mG{&4h?|X2uOp|ZVyucoD=Ydj?5Y5E-7vd)2E6ajFi(}SrfK@Q!n^l+irRf( zg)g_k-5sK!3RcMvV1<%aR@6N!109}h*q+$o2;9Vv1)ZQ3|F6ul)s=0h!1q_kJ*0Z} z$nn7Rs-}HK=V8%w2z)vO_dG&kthZQHc=L2&sR(Q9g3XQ{B$mn5DeM#o7B*aQ@YjE~ z6ts)6BR{_j?Qjrb%^{1nZ5^lX%=jC|5IpC7wYS-;IvPyO*x5GR9-EyXtK00+p^O^# z^tH|To&T{;6(YB;RY;&6MsH~cY0PJ*U_5lJk`Ki~Ie(sLZ=V_{sA~Gt?-{7KjbdQ3 z)1{-Kqd(JDgFBff`*S_FR>ru&F)Rts?T2JPGp5ZNN_(HxwRsw-9fRO~hQr0}1Fy;L z;Cs4XUxI>`gy(C-5VSYdH-+cvYvIrtSvuo7GHI8UxHJ?qZb_!n#cUNIp2XT#Z}N~6 zC&&`nw|>21`1-;Qz@HUut7I6ecEfs))-yubwqVcB`5}hA_HeNU+aPvEk?5vv<!Q)V z-95BZImTMy1W{ixNzA3eTGq~?&Eeg|*-gh250dA*o(R{IEf{P8gPi9Q4BGVC#)97@ zI(Ce0ZUb)(5EjQViur%Owz)tS#T{M6>J%-zq=t~&mmueOll#2X>cJB(o6p78<i<4* zMpX`nRR-_(U)$ftfe`zC)vd^WA-DTTLyK1&DtP+a+kb5j(R(f~c<UElh?fC-X<oAv z$N1k<>d}=kztN51*EqF0v2k?QJNr-_$zluHtHR%-$>-OukXM2wD|0FSL*7N6^K^{r z&gmFf;eKc|w5#(bCmiA?jF>uP7mCSFS|*D!Nn_l~SJxS|{9<PaPFNfcfpVwO{FhYS z+BJWOL95O@y7~}{v=z3JZA0XRJtHJCO(55hIzD>y_i72y;a`(z3@6Qhh$$3Q`94Hb zVmKs~c`PX1Ucp^u#HQi^T?Rgu!$PYMMJ)}7;W|Ja$`!VpDqP+cVzWa0We_@LFYUq2 zmCzI8*EwtqQLRu-z#b`RyO$L#y0SPtV&hA^(D4viNm~jI%UC%)#0D_u<QWZd>tqTQ zx4Uhg3QA|8TL<|>5zA;U7L}mB3?4Qd<u=ehu+UubqVvg26U1;8V+C?f1zEMR1xHtV ztJM*(7mLo9!32Kn(+;>^-K1Gnck`KGJt5^;tlu70X?-E6`N&%CNP2~kWI!QDY!Y3} z3RLhZr1vy)@U?`1dP2{r4ud8MKL`znwhGft?hQI)LIbm9Ob}D}pJS0lqPPr~Vha(N z(7Df}$5G!Q(Sg}EbIgqg+5(8a28@E)|Dd2N5?SccXZG1iSCQ5-)k`B#Rv~SrQkDU* z;1y;T;aqMQ%~~0&kQiH&t#OJVp9e+6&_P6xKq-Q$EFA=F!+SNY;vh@9YDF5_^}E0` z9bD=u@veOXtvn1P9Sc>LFLe7K^av(<WgqywBs0>hXnhj{sXRg#gh~uY4|7{r9}d6R zfyaeB^gl3fG>#5SCDjheGHo!__JOTj@^(K5JC5$qELt%e*r;mSKh|_`%tSy3u>;e- zCj4}jLN48buuotd6jz&Oozcxqldp<(1O*nfYiMI3P=L+wR;wp??$_ykVV^yO7iZv* z&RW~YNjs83RIo1rXonslgQZ$HwyLSfUO`0{^kxiU{lb_D8`8Ey7B!O-`0)(lb__GI z->WE;F}fZjwn&(6N${N2LHO1(O=h<=fNs+Wf{=EEVlFP={CDpJv7okiHGxwob)u=q zsLlGB!VTpb)BOxBVr}mpk1{RH#_(<}cVkR;2uW;n>rNoMU{$Yp@!+_1dPrP<*fVlF z{s=X-pPo)9{0xvDYbDw$@P@*X2LlxbUfHvFwL(l23N`_=;dotO_=<2hYz8q^IHFl) z!jfyIB}>O1N7;hrXK{3E38SP@9Tt!4LW56=S{;U0m$9p1uOY-4jKVUkuvUx(SbrcL zAt(^EpX5!o)9L-ot4L+FY21A5SFtEOwIALb4z*XUTY-UB5frGJ`%(F9_<&bY7kqT1 zZEhx{GIBW68)uiD>_x36TYPq)RzuDeZps9eHqabBYAM3*l}{lnZ|$>nm(C188)(-c z&{peMDF5;C>#+-)vP^DLe;C-?AAlJ(3qc{3tO)A|E6#7l`^#1}Ehs@MC3-RLvQHh{ zQ5h@b50Gd~cAvNGkjPk5yTC#PsIl$C>3&p;IU}Ub7$PDi_>da_4T-dV`VsU*gCYhW z3mxaxf?C6tE&-^E@kh#8HOv)IVn>z&j`i#e_y?{ok%J}y7Rep-+R*lrVdz;+FNH&Y zJR@8&2Q<aMaMITCZI}!^88*VR42PEDzlJL_G=M-t?X{wcX!nUAE83>f(a>>l5$@*4 zk#oe5d-ZcE^WGQ{)PZx)NTx4HEjlRYGbr}~YVs*?cPETUF1fu?2hov6_nohz%nzgo z0`%*94sqiWduY$Z>Ip7Vh(3;5I>T3O65X|Ubk$~f6|C5wQvzUUwesG3!;vXP?vdu- zFyB5jaPQigd9bLX11hNk)b_ooq<@6JA0$RkkgIhO_``_4-Y~`q#MCaRWfDmZAUDu8 z>;H>+PKZF&av{)6Aa$VsDf=ZGfr9R;ImI;6UCZm3t&1c0T~JspVFaU~qHQ%jI0C(% z)_)Y*N=?Dc`l>b4p5mluy}*)t(2H5<T9a8FP;%GYhuyMtds}drXb2H(rhfTn(3=(j zMI}*EjX=!l3q)~FX}9s;YaEKv=%P953%F`oNT1WSx;(sQqVXEy_G<<`&g(jY&SvT$ zARO=xl1!l)bgR!8PvT9;+%g%IXh1BK7!ukBU#M6jIO^6BYT?PwwS;(-z*GIgmr?+_ zPg)_sjRcv{dz!oSwXH6bYh3EVHx|xPpAn3^X`qT3>cp2Z-W$DFgvIp>-;mz)KR_xK zU3N#^E43B|QPH5DXJrU!dA=GSB$B>F77dFFQ4T&hjA{&Y5E}?uy;EZXTb8s*S#2uv z#xbEv0<Pt4bDxE^4iWV?te*&r3;Rn)52OQ>6Y?&S4CCnGciFIY5E_C+;&YOzyugDs z44S3LN%SfLgqB|-sLvjtCT;5=*$&zaz?+*!klbX>dltIuehidfyq@ldp{@1oQ9qU@ z^Cw4FaxHSqgreC1pI(xI=bwrZ^TOFFTm$S6eyxQ|!mCwCQW}MKyE3Fo6;Xn@qE?Y) z(QcqY>s{+>g<R{owk%%PUQ&o4Xbm~-(%1tdP>Jp1j8lb>a@n30@@01h_(47NKg`lA zb&`(OLG0&4QatJ92qwEsuP1t@rVT!=JdXZ|s$J6o^msrcc63d~z>qFfhNrwMgB8nD z+h?bkON+_s#iC&_0oQo|&@wu`k~8R@|3UrkBWXKd>){o`Pc=Nfayeo>aD9P-{M-?n zy(lTH%KU_@CnJY!QAQPg!9wRtg^d7i@!386Lu%#eBrjhI-Zk|dsDTg3#Z%BcN8~*b z=FFWyk3&74cq8CllnbQb%~eg3V@>DBntD4tJ#fefD8K4!2`%t&f=er(1=dGIMmKB( zJ_5k126z&xY2QtozK3>@rvqjsN<{(4lYxf=fOlz~LEq{rw!=9525|M$Tg^5Uw5kyT z)H(4DXcEPRAAv`=Q9xyik)(QZ(@19vUka}_Id;Pl8sb)oA;pfS01g3Sm7UP(Jwx7- z8An@!4Le{16osv{DJY0J&_6aBg*m#~!$3ZWIvTvpU<2k>fGk3Y2H^j65P$TavEo7w z;aatQyoALa^$YL1ria`?38oRj1BmQ-u=9+uCd&!Xe=&mt*NoOl91~iLtRv*n7Xr8o z>qvp91N@IGfjt3W@O2cFqzPsD7Gw_;R|zwtTHIq_HVqgks!mq-E;{VK>)L$PFvW4e zN0zpdu0|DQ-pe7qY}2fVNB1-MwLp{+EnR^S^WAG<_}#&P7sEX0O9?&jhPhBez8CRE z)FXb`2WIziv}3@&KLxr%244Lf>KQ9v*mAP)E?iE4n~cG$d2e7{_tR|zqJDX+O#$Gv z5=d#pfOTypCwnQsMbMlaz;Ai*G}22do#4p4w~F5sm3fHD6mNu_Tc*u9SxURL0F;1s zC3|oD+<|SnPc96l_J<jG72T;N*pKj>_|VvOjJ%cifWux&#=ug>n#$>fb<a%FtPim^ z)NgF-5%sdWIn{#wlxl}iBEyPBalsKRAlqroNX$k}A?bpIcWWXho4*O`LM079`F(-P zxF+1~?T(UtN_^9AiOLi4<FJkIpDq&p*h6ao;;Vs{{MAO|3@VPl){uQDopC<S<rvjN z;GaluNJRi1RjC$f7^)p+;*-7609E&krVLM{I~p^5ycFb0n#3aE$-p|-`fAXnopVVc z_Xzw8H_TZJM8Q~4Ic=+|htHusb9qKudhP&;uD>Sf9fG#d8s=v1flUA(j39sqwL|PG zO`u*TBBb3K%J3zDM|wVas@eb(?^-_&&6kQI9frOSx%ET5&lKB=z!(jrYuZmiiBc!5 z)(iVJ0LvFc+>RsqR;>dKXLv*aBsWS`xnea<Wi>#+t9fnw%%H72EX@_~^PxDJ;zL3I zFb{(cP8fPQ{MlZiW#Gjy_p?6*SOA1?eQ|Yi@t6q$L;zs|YXA$$f7XQnCaO*ITI+YG zuOwqAFUeo_5~FuRNf_ddQV|V4(tLGn0cziYD(Yw<J^KNOi%>w1|NRV54R%i2urUfg z5I_LNrEtCpD91y1K%teno8$TY;*X4|DHA?JwU9N_WP<YX9N-exE9hd)G~EW;ddh0R z@c*73hMVnyN>KL(t<GUsP`~4-JXWO$S+b_bXOaA--|vl|SfG(i!U!VoZwBo$%Sf9l zvr>pdBBKJ+CeXEjj9P%!4kzU2D;I*2N8V}GUS^D~Zd;Yc)?{c=EtK_2;nKuD&S`2Y zSn951{!(Zp&46zLp{NjhvxjL?^4=Hcg$qE2i*?9f+y_%3hG@p;IqHwDn`pm*sYF9N z=cM4tjV+)ALid1wpU?r=Sr0$+mhPZC1+}k?TFHQ^SPA?X8Ax9jf~j=MCxyh3YD1gp zViV|2I6~l5sZ(p>{nJb#u;ywmaohlU<hL8$v~V$(I1FtK6xSm8cBw>Z0zDLw7el5S z=^*gEWw14&Vt!8mESN!aJ}rr1kq!K7p(0>(6a8fHH(5u}WK`EUa0`v^<lXMFF(Qj% zz(Iz}B=}!gB52R@(PhBYx2OhH!#xcD{)}L`WAN|iPmZR_Z*>yAH#k|O8>NhOp)GW= z0QEe3-Q?cGDBK_*jLYuBz-7vfL)@N`mWLwQW$p}J1ZDdEqbZD>)i}l$tmY^}9iP2o z1TmaMOywl2d#TxlmcvSJ07N#pMhf}GyiAltO&uEbUV)hMiI-pMW4vhS7%1!%ah;Sk zu=df$QGZ!oHslaWTITBDO^|3Hdi4c9f>*X%ZxZq<GVYmU7SY8pxH_?EP+oUXwn#aY z9H7uUt%>WAW0A{X`9^QQ24Q5+9;h4(O$<>Nu$PY3w4dfJlmGLH0DmP*ZqyTco9{o; zo<IoxKt|n_HbrF8_pT&OL6<{H5K=twd^VWS`&oQJ5=Y{1102Z*w&*|w9+EGi25rF3 znIIbwawuErbMEdVn~Dp1O4I10ZSb)Ve2P-nMG1ywkpeRUkjLPOA$h{r3?+-@-OXd8 ziY`;_h8l&}nhv}sU5F2dE~(OCn|}uyPN0pWvfRyyomb}5?jj>7mg3-h)~)0jgy2@} zE`bKx<(@H6DfMDZ9z~VOW?__9%#NdyRv;}t8(BtLgGh}S^`7VmvF`tV#Nb&#FY%EA znDEa5|B>PCQYYbVw?~6u=|M=6JOlJ_3oUt`G_u~u^eO`pgd@29ZB)c{X#n?_S|+I4 zNrC>E^~eB4OJT>LqB_IsrFnsmbU?;HhR<R`ebwx;`$EWG%Vq-)8fe{MWq{>BGnhVL zb3bbuoeA70KxBTcdaK#hjWzvH>6&Yt3l*E<Et**=(&l;|M!lnFx6oRc77L(6UE-8c z)}Da06X_Ez2@Bg0uo-dSB?=r{AkhOuo9M8NTCP5z<v4L;Vj^`nRTP!97CDWU3)~CY zap`~~qbeH7_zrxfbKJ5S7MX`Em0bjZifYwIZyZN#d@4QUmLncO)cw;l=uY_v&^qB_ zT{M-HkVC#4?o_vvDY3|r2x(ar0x{Ykliy|Sc6)*3ZvdQ^=nGo3^_4fSn}*QHkp*&L z2#}zR1SlA@w*U+wz-&$f53`BBb<s6$S;{ghOSUDj-ncZ^?=1jEg~EfA=u8pn`S@wH z5+AEe8rB2Hc-Mhic(DQ4<2xP5!wDd%`82DS>{8z-a?Kr;W^BN;1uBtWz<e`4f!?~w zC16W?qLV`EZuQ7Z!E5J0^8v~=#)D=2?ixpwqQ_;Cp7r;z21UeUv8~#~Jy5+g(9nwD zLrPSO?&uobv8KXVjrZb>WO=ISQ!WO^p#2eu2fh8ApcD&jn;Slqx*6phr!L$LC@YUt zn>dZWV#9ysbx?fk(f#D}cc*z5wM$XHgVbfIqx=ezp2ys2?e*Ch$HY-BNCuBInO0Fq z9$&Ww0xdRVyhi&(+7DfpI#HSdbTK7<G<8YLE;I<(lbm>l|9N0cK;wF;dEvkke*?b> zmBGLc!9N+bGcOO?_^NftI~{?qgUVwhB5VPYC+bM9nIwfIiI@Ee3^lNKiOXcBZ)(S_ z3BlHyz{`9TcSa<YOY6ki8?6JKwTaH@&*14IdM9KgIATjuvXpPaIpE=ly6v=$n=%P; z(PDhm4Ool-HMj<r7GMg$h(U3O4h(&}fzD3n0%;!aCkg_YrXaN?^68A?X&`Kt$K(4o z3X2?(pLMLNGwDa@)ECT4gF{7c_19YXRpR$n2Z8j=z#uCgYcefR&gIO{jKqO-83`{O zzx0+uZs}Utv44LD1YM`E;$7IEA};leU^50S@TgsJF9xe;lpbhjWWdZx39KIk(ipV1 zJ^Sk`u>fRKGA56NXeEP++Pa`GKGZnHu6KIpQePklHRjua|6+q8M>m9ZlS~4(v*bn> zZ91e7h#T?sLZkNs>6lQUkHy;n9V@>LR49bh2Uw$&N^SsU9dZPk4LTMB0uvwwR$+qB zs6tYMlPTVakL2C7KN`YvbTN+DI#@F7VkqG)XwcI8<88Qwq4_$BmH(pUj!?-BySiy~ z?g7Kz(MyIPdU37ibMdEsxD&Ee6}E=yD7oPU3>k&5xGsRHK&Si^Mx7Y#57f3KzMdZi z1lC7GF~0!Y{io;`!Hehh_vBjcG|8-thZ#x{rNS1>qM$Y!G6GsToCyQ_MZ)0<;cM)y zI>MUMNgMwiu<aA*EAxPurq|%s$h@%grA|mCU)&n4bLQS_huE9I2s^`6@*GWx7apzv zp3RkwMr8U~_^R=+cTf@PGd%8lZ=7>nG;|iFuIzP8r}xVefjs70)VpD;KVRqcXWfJ{ zo*sxr*22frj#*Vl+Z*u>${!6YY15!0H6~vPfxISyl0`a)nr?)XB$$z1(dJInY8zEA z+#=wI_BrLkX#br^9~>~*ysk#Sn2Q<BzG_%xA`n+cq4jVqFd)KK88XY`2|9_(V(ZaY zJc&Q!JunWrAo|LIxc!Al@^bgM|EP)f5&$Z{TeRS(1aOA{%o>EO;Dmd;0iPoVe261E z9?i5Yqxz5G(3=f3g9O-Gtq@m?i%p__NrJ7-qVh_;q@xjc`04E}2cVhZU3$de|N7Po zXB$efSsw2Yskc$ZE=~y4>@@eq5Br)M6ocLdLCFu>XMBnM9{BFc&#eH*vW!Hb2^~O? z*bC?ACawdU+hn6^r_cg~Jct(n|DYa~fEX5-xDI*6FAQ=kZC+-X+#pg9IR{xt#!LYT z4Gb!*xLP++e+^Szw)Ib|zY>R#jziuj5)}*)i)LE%)c$6t7CyN6s&z*<{wLZm;2>b5 z^14;H0FXN2S)eV$Nk0Lg*M1BEKFtK9z&C|KYSYkaplnMTus(;Owh0@wam*dm>Eg@E zZ^2uVe~MfK%@BJ35fUUb=|Fy&oi9X?dZb8F9U?ip2*l2&KWrS}Pn@`v@Wg+Xlu7o= zqk|QS1ou1!9;B!T>K=4pC-@=62_#rqU>muc9%tNl=EZ^2nU)j2BqI?EirpHxk4$$} zc2*DVi+CT8^gn2h(Nhg8K5!XRtG5Z-2Z`tON)tdu=Dn{Buhc_D)R<$1za!B`<y*UY zKzQ&+<BU~)@uk=UIEsn8M^Morw1X~}WC{@bPugj~@n;4N3bj$rTB)Q&aVcr2gK$0d zh8=j$F<uj`^GXXD$dEw*%eJAgT7D^DaM(pL_*euDLQGQm)<9WW9n|A%9CL#W`L4?L zX<n2LAYA~v12#dxUEe=lMw#M8kbcIacv$P!)#`u6^ODs!;C~uP-OmVVeepmR_D&2? zmqQ|ea?0hu6DXE+d>p`a{6Nb(P`1%fhn=Q>kjDI$laW}9uF1TVf$6}TjX_z@2?a;= z>Tg9oBEex9Trr-JMbx8K1gv&B#2RU=$&`$zJ8XBY{#e0wUHMw|!d^jmxE*NcH#5BD z@rw^xAhYBGYB6BG1&_yoM3+<e8gvUf%eCOM2ELxp&|P0vu*JaUk!(~K3GI4$)EiU0 zS-JQ8om?C*=!rrcDZPlFK+bdDikHC(i-a8!Nt__udUOQAq7-y8&@!R;IDlCKmOCb} z>2*-AT+o4^sprRJBwXSgDq+4jCQlG-^hBcs*o|w%mr@K`?-j^p9{Dho`>6*|6qFL* z+IJ~Kz4$Wq13xJuQ&uA@;uod9@@3W)9Rb(EYsi2@UPXQZ($Pc4OH!%|#Mu^#jV+9e zmFDUua!Iq^u?J?*%j86=*J<ZC3bFrz@b@VY!psac&KcNGqEl~O0<HWtIMlZ&-(sif z)au4j|7Ef~K2%0x61`|<!MEu^@C`q^zQWg-<q8|oeviO6nw{Lz1JVDbEkwtPWGuxB z)K4p7J(AzcpGZHMpmq#_aBm0F;3u=X?^rv$SE3O@?3{}L3I@pDa=zZVpM?!?gg5ma z8wbFY7;-1-Q6*sX*{CeV42sP-Z&|7Upx_Q@#Vvq+M4-4qEDSUjqL}RUcfjKHuhjN# zS|tD5vvThEdWBN96Y-~rcy}6bYVGjv_CPvx(^^EnkMdu5i`OoH)3En{rKl6p&}H&% ze&s5^EytI1fDmPTs8Kr=U%zZ-67@(#9i}o3_M=``as&8qNq+uQs%Z5GV~aY?j9jCw zCy@}SM_ji5V0JlWS*&M{WE?ng@gVe`@AVl0%SsAeYz0VzOa`bU*cxDeJ}e}wGl4k9 zwE=RoM8z?BmkAR;JkxNzgs)1y9;$q++dSt-_WL4(9r)IeGXwB_F@m5Sw=tL9|DbZ~ zxn0c7<Xd;J$WQ$j{q#^rtQz1%Rj)eWJV7uVz^^n6V629@l*T>&Lo?{ij3TeLk{jH^ z9r3D$Aho2#i^Jb4W&kdi3Wpj=w-mh%tgnY_eWhBs#EtPHq4~gZRRjHfIYZqSHx2CS zlbGiB48Vz<9_IYwa5T*T!kpJ%AlyCM3^-KG)@Z<BwrLCMAl*_CpCU3g%<@K#3qUvE z$%oic?-+=3SQ$RAzd-d%3#}=+cr9AO8<2+G{c)@LQYTV^OMNH2#c9A7Zv?Atn<JG3 z;ktmBa*m1Wp{3W_-y25{dC2NcmtGeZPb2lVeALOfMT4}g!$D(~1HcC(OiFOJjqf0c z*#XGPq3#GfZb4H6E_~|-a!IkzLpAmQz8>^(CCth44e8~!RtCqVFhr@afoW&JbU-^? zs3T+nfpdnK$k6WMOIijn*JTtRASx#{%z$D94faHY^Ku0n(GS!)gDk@ZjSv0o_co{~ ztivrbiDsi(C&nZF6gfi-2gV859B(91_^A{iu0%ht&SJYQUVmVH>MdGw@dP?bwu<t8 z6K&}{`AbYzi)!av6pGY1Q+hFjljDu+m}88Szfgv4(gXR{8>`rFLmDLlYV4Fx0i!l? zjnV{QE=0q;MT)uo>?RP!HQYaqqg+UNp$S^Iwa#M{kGjA<%{Ti%az$GU*jM7CQv*7U z2ht7f*(h5P;QbX)f*=K(Kzq+?IJPDZHRkB`tVb&g%wVNkyo%Jc>A-lq)&n(+aW2;Z zWC-S?px;dNQa)6HQh$$+xmhyFmla*nQyPwZ`WM0I@Pme&isAI3MweF5A#>SAUxcs4 zMzvz5%G^<t=sg2L3OFRlX9Es{TI!N$Bm?4H2e}dOdqesv65c@ifW8D>KgO#D56+j; znj65ogN{k`!38X~iac$>*C*e~OfFtE(UU#L1)8K!Pl<Q~bq9GzMBT~qlj>WUgvsek zz=JB4QCbC}!l4JOOG!CZbLPT4qql%f_-OiRIGwLns5h{RH$fJ6#!#{h22>+-^dD=D zpr<LoG8XkTv&jD7*>84iz3hr^1X<iVL}Gy;$4}+%qaG=8v2`!{86GLj>ZI#6)_khP zWY3ij$AQcXI*p2R_t5EeNzcAMNKF&bdcOv;q;X#ItzQFkI+D2X2~4q$N(8A$_3aYv zchE+)lj&f(OoH|<_sZENS~MwZ8~E5UsMbx7wqiSPq*c&fb~BDLc6D)FQTa=1wj%X1 zK6Jol3)))OS$TerV$(v)SMQMrGN!*^IA{ZsKpru$XF|hZg+H0?Z2}Kk0)epf!tqEz z%&#|L7tLgp9W7^DhK!x#+UFjaZ_6zZEc1qg61;Idth3f$*c$ik3=kWO<IPTx7#3*G zM?UP+K<$CmYj8S8Y!K;g!{~rqsw-*W3UJjj5_Z`#w{#Hg@_iDGx{|&dj*L1?7tN0N zB<3b;CvXYq?39T9VP}d>Er6T)Ih=uP3yzZ7-@z39$U>(Ac&Vn|V3!7m)PaC0&<G#5 zNdAVH0vy2445Z-e8BMTS%52&NyhB(|^dYE#>U=CTqJQNJARiDqe!DRZf(8YEM;_kD zoQD968-R{NXgDI3Hs&TUa;0!o);fsSii3@|0BOX75kWX;@p>?BO4L`GMitwTKK41C zi;W^vCdqF|pnL+ex#R3b{z$Fw3bGCJ>l_TbnAhK-XG|<owJ@-^Gt!aVLXX}}7SS5x zFKZXAX<H0f`0;pB=g0JrzQ7_N<BZ-@Y~})sK4+1x^7Go-xzDQSo#V1)iL+4`GBDFo z->k6@3XQ&NGSj_rZQvonQ_pqHXpR7v?xxJ(v&ouC$CgcvkT0$+?U8Vfj!M3i_xtn> znimj-ZdyhYe2uA*q_2|K6UATuPLPQ-gZWt`2)OMunT7VDfIO}s@44D&3~~G)0ITk- zabFP`)j43?_Bfl7$bayZfN$@;ip1zZ?Kp#^?-+cniLb&iNg==DJv3t5A$*Uicu(WI zjcS{IdDj}yDEzQ`0t2D~cT!n=r~Ew);oMX(FZv|x_*JRUOyj=97jbLZr^*)m;#5H0 z*#Y~V9|B6sTdgh4O+~lV1E%6UdBn-`Fet84eB6l`u@sS~XEvgx;GLBpbP;-V1wc%C z&gEN$of1m!hHr6{KaC)6a*3M>Fi3307#rC0qsnnWKZzl~oRB=D`@&kI_p=<Q@`i!c z?vB>+Yu8`Pt&Erfp>HbKX`tVdt{0LjRGi}smcscNz1Gs>1{O%tCWF*ie9x%yJsGn| zE^-`b6F5+s=y(3*EanbLf)&y?(0DIH<Qnldh<fKWa@<ioqxV}pOfMej&IwQvicco* z1V3o?SD4{FA;FhzRJp*z0;z-n9)W)!kn92nbJXfnf5H~D+N5OGz`hRnU2u>{vj;x? z`6U4efjClwNDdIvq~zjB@=vA(qZ}-(Ik9Ni29TGnu%k?ZaxLKwKlA(`^*L3~*xZ0= z0!!Wik&S7oxv$!ySe;nw<9otqfQApBYP?8vo0R%YlsW)ym)E?>@G9!)V**}%0mctQ zj^EN5z)BV;T_1tAy6S_x0rJ#=orR^`)tGEKWmku#n6YHWK;Yu-?y(fD7X!TIB8a5m zPT_=HF&zX?>T587kb$pr=U^Bd59EXwmd<jqzw{dUH`FNX9cUa0G%^6@6`}E-KU6fQ z`rw*rufFh6yNlL-4z@H-0u8Nkzd2~*yQ){~#@sEGR5Lyf6i3VfrVuW?%L7=D2->z- z8-GK53==0qj8S)_qcvj30rn$?jJf^&1C5^ny<(Bo(KDdqn`pnc34buzYsh4#R|_s& z6I?!4Tb4Kk!U~J1EI*6;S!*=M3P&Vgv_y!dI0g2y$dXpqzQ~$t#1b8&!4ZZ4WbqnW z5Ogk(Q5N7G!$2~$V^UzG@|@&`hx9_0&HgUzylEXZ4oPU{0=1vhH=L}e#Lg<ZoPp_+ z$lE5g$1}G1LA?9~=ut;+WX$vajK9ma?ma<rbW{u!Gx+)R8pt6WD)E2DAwYy<a5Jcg zHXs|bNOzk(zL7239xI@JK_u!y9P>v*oS#4QUB8Ybf0JAE`Y>R=B<YK5)qks4nWm@1 z^i^xs$f1LkZfjJu%6BQ9KrfrUN5qNe$=EG|*h!O-7^KD#^V-06vp}p1qU2<~Jc#K! zAfHq{CFOR<sq6rLC?a1+*vl?eWr3m-y<XwivMm+`rQs-&ptID8=X6odtdOm|jp(i! zBkJW?us>@if5`4YJ2`!O3%VVECx37-Etdl#R5bypYrPhI;>`+{KhH6xg1uig37kOh zMCz~A!>=8NJ6Z}qRbjM$O}fs4fl+MxK-#y4hw}pVK&pe+^+uW)CSt*@!^LLg%m&iG zE;qpc2ryedVz&(s`6IPuTh^MCtD4jDg6sTDe(EK`ROTCjPMidZJTs6Vqq&okt}g<| z-VR11);mr4-XPRpi*5!r7^JuKDZ$AS4CDAi3CG}zC)(yX2C7qBJ7J)?OK!BbgGltN zQaItKY^Qv|g#J?akTIW2W~1)5BDO$^x@RdmcgZc%YcdWS{v;g(4i-)GXK?WRv~VcN zM;SoP4?M4Q)g-S!9;m_70F%_gVYg(xMqPw<dXYs-&PkAEEAh9oDWHBaq*&Mr=w$wC zuSY*I+Xlyz`d9-)(`ZTy;D<g5V<6V>dN<jBMp8j0bXUL<jO;=Y5!b)UMlaF!>8t2T zgHgr9c8RhHgd9HsTa<F0JmOs>3cbfY*8vPt8TEsV9T)3s8nvvWQb_7e-E<#=O83Z5 zHL}bEm!xv}R9Vwhw9@Z78E5Oz=VS@s(P?0vCX}JhG|{0O@rM;4!Z7>N69p<Tu_FGr zlAJq9>T|n%9_dq0)c*|+m(B9Q#O<=O#aAVSMmI!)&y3z?L8+cpU<)<vv5T!ti^p+V zik09H1Z4tbghu=;b^dn}PXV~995RqDdJ25!WQyuz-OmDibr}Fr_&tqoHzAM~gFiIs zs3eQzq=`oJkA6H%Xlp-JS}HSE3%{%Jo&nl}VpDA*1s`wB<>z2r5`qLDb_xc)yB^sp zaFhR7@BJ)v5d9JXXJ?>YX6Ok`r9z~SA!0_uED#KM!RV`+Y_|oKW<gtjsK^%{%+^`k zvEz40+Z;^5n>`*0f`2JjgG3I&I2M{5@Cf6e0<H_IC5B*fujU!K<o?A3gxLWU#i0P{ zmTwL7^k;i};9$FibGCqWd^~yQfk2cs0H7~KU@YG8>qv{?@A#&_f0hlP-z~S+H2v3o zj{u~Sw_3`t@>xus<F{)oWHo`WK^uv#^}p|BrHPJ1Ul9n=ppW?>;QiCUvXqj{bos>u z(sNp}{RlsVQz;i$a#!Uy_49tXs|>tT!g^7xZ97LX<Lh#ZUfH;B(ffWye4XQzv~l|8 z>kAut0gF0}#3kAVdML)oTd~VS7367W3ln8$v*;l1Sc<O6Lju*5DQk)e9Ww5KcY9aD zHsIe^`U`^VCZ+tmgs)L8c!#4%p7W1NG<s;g5>jS_^uV^qTQ=xR-ijVyAT3UoWIv1a zz>HtXo9OsLqu-DOGu}9J=jR3b#35x=u{E~YK+#aRXSLk>pQyW)z^_Sto@_*Iy#r25 z!%;ZL8oL~l<Q_}5Ae{jRHqKA;i4@c=f6SL22y_9{Vj7w(at#mIs%;_&H_iL4lqoZ| zi|TcfF2*H2o;<Pv1{uXtpF0e0nj6@+@{zUW6rYJlZ>!%_oj_~(eMwjoa{4B`OiFD9 zNcy-7B9Ri{(*(frmK^b&_acx`N!Q1Kb2SC_F;j7P6OG&F^v%jXiJxd_#OfwwY_;mB zfa-Xk&LPwcc>oPGw@p|w0PYWvG0@Jrf2~EfrVZ$6^KBywpaIa|v&}(jZTc={TNW`; zEx$$DfCmF&8d$f5?nzOs<TK3bEE}x5wA;VI*)x0!1^A+q!IbCcI?8V`zy~`BJKlek zy!CMLKimjfiTfUGv~IE=wUj2Bmdc+jqJ9;AcuIn+Z#>w5Yp2-#8|KdoTL_qt`V8if zOEj(XD5V+n_nv}3eBdjK2Q936UWM#V(ot!b2d^yczZ~MsE1d+X$Eb~JfMShG&)fuv z0DFWhyymltfd6Q>QJqBpzIPfN*Z|eB#RE0kcdQ!t#s_`z=KR?T7Ks4$ucek^cX|qX zpiI?5(|(->@>`K&m-<;07_EW>)L8&047fl7HA(wxrHtJk<E2P}!R?~dMW>~6FeWc| z(M)iz>XelmZ{;~{3wq1%`V2VTE4snCH~;Qu;fJnW=G0b!6mW<O7_`iQ#YXra%r9Ym ze(nu`&>-=t$zuaV9;qQ7h$)`Y7jUouz{+amx_ktf(QZMxR)t^$)-eE%gnip%&Og_q z{FXlrJQ~6up0mtcND1rU5s!k9&rZ00TdWmROtC5GV_L+n2LeAT2?yW8$K{YxaeIP- zc;rOIU<Y6Z^cMJo_V0Vx)o2g_e*kV02?8%wHunQR7@Lp!CNmb2)Zeeq{DS~mX2=)} z3NO+_H{j%gvqTXP4N^b!4Nqc}Hqo=(FF_kpEM9WJX+yyMIyV^=@y<J7l;1yd4^N}S zcMQ$k<AFfBwzUP+cqYjE5WeRbY42o-Ao`N(c`yR?!|@-xUaYPCDE~;n5=~n%V~fYF zU|ad(C-N&SKm0h6*r=!Qso!IG#<y%6#55c53rjaBHnUO3P{q2v3pHAb!9Rd|=g$E{ z5ukJCtdv2B{$VhG!c35B<YKn{G&X8oUMJ-;thS#ebrbcAdIMMq@kSffIjb%+!8L#g zjREz^0ax8gYv^R4W?4FG(@__wU%;o~ig^A4=_c}wOn~l?autv%qf7#SNldz)Dw4y` zP-f-Ml&S(C7tR5K1<W~0w=ZscfJkEtG%)A!kOZ*!r56nm>M56Tly478Qkg)Rlu@wZ znoA8&3(gR~Z9$`?06V_~Tc_j{+#zypkop>&)46<>6$0xR6LPZjG)TlP1~;$sn|!Ep z%p2JvB0dP>XHug3u&=whxdGqYJemAe#1J@&0-5rUNC0tR>?b&iwydeI+I-YIe(*R8 zQYr}w@IF%-Dl3Ow(?R&6Nc_|@^HyhVt9B0FE?iM^SHl3Dvn{7QHBkfS4U2%-D1K`4 z?dx*egf2q!75U4%Ei|B3HW+SCrXfLalX@!?Vp>k&8MzoFPD(Y$lgM_saK8z_g16){ zin*kNEE&5cDTyF89_if%@LX1W)zUiyq}(`f42&$m>46>oF~JGM9aPp+6A)aiHkGd& zhFiAH>7=~irvo4>W=TN{-B>)Wln<YzEK!;CY~UyO;{)E|0!LHBL_ot}r=y{nv1Bh^ zKXX29(>^8ODm#k}I?~-47jBPq-k8Ia5?tecOIR~lgZca;4XXpj{J92*NOb%_SPJuT zN(p(`7Vm+hw7cJ%hAx^l#gnA{JHZi*Pat&FTKbd9pVF?H=q!C2n7L<X<c;k00A_&- z=os)<uSA|TcAD$LCD_5^x}tL*MrF}ML1rvJmG+J7mDD%feMLXnZ=^);hZEi`=-%KX zUo|FFv7>E1t*YtnZ>9go(s#!-edqsQhvq~DM-fnjii2ttP*gzHRSyR$ev6fWViG}u z1HnL*kpR^=0i}o$WZA0NB1jl2K}bRr!Un|w7<L#!2%9j%_&q<~?~i-j_38+pyx*_! zT%UL4No>G0m?JU%mS14GVW7E?agp-QXbi_Mit}uuVl|WXDIz{~SkLW*on>A(>5+ep zlDAR)Q^dL1vY@1B<3_6G+O3bcgl6NS{UYFo|Mjl6F1*KCS&kJm6q6g@tzqV*PyR$g zZNxd7IvpP82y58N{RC+9UrmjG7SY<JBtD?U^Rt*ID#UCDA<MNyVe#n2DE~2VNZIQ^ z$@cxmPXyFbOP%XEin~AN=$B=$f8N~GiS<b6*w@<xXoT@R3!u4*^87lMCk5?(S#T64 z38+_SRisqOT-J?xt@V-fCx8re(w}nbHww7<p;v7PF~w$cJlORof}=K%N#pf<|D$xs zLZ=AB=BiSZQYtjI<5*%g(70H4R??;<GzanizCSdCY_CrI;H4(5Z>)BX(obuYzlhDX zhJm9jSfUV?TtQLkq{l_m`mmiiGd)!5R)Iq=4(}WWq!_&nBL_&pVvqGKS75%c!-8%A z9Gfk>qXKTXnCu}Ej4pamVY$}p_I|M<-a4kwsiOfiwoP%-*dj|Oz=X~~S0w0bH_<+s z4mPqd#`BtJXeK7bJ8pv-PQfS4df<QYaE_-&X5|y@9&M+sM3>t+K2jhAk^BR`ZlI4O z@&%SeQ?cO=0mwE!#pNu`No*`iV9ROsWqw1(6abg@7LT}1`-s0O(6Ict-De-{4TWj| zO!d>AhW!0eQ7`wfaMo^++d(@5=#X`z2)F0q2ZMSM!8}p@3@a@ICD<m6?>L{Joy2S_ zY>+1(w}YCFrXwVceQuc{{$QL^t^2sioxkLMcL;Qrsgnk#>)gXTUs+pE#3fUD$bgUE z<%il0gZfs4-^ED9JC&5lKy?CmGsxXl8ZEld=sp*Ja8+>81=U$nesn@K?nwX1BObPp zh&~$S+%Hb9Ti-eyk%*6pg}&iZ?ZIpjWjMm=YumfOrycYL2s+)gUPAU2Vxm~}#NW}+ z^|76AA6gwtK&Vw4+>#r#ayNe|rDzN)b)H@0Zmv}<B%jT#-Omz00Rj$$!`<dyHS=<1 zz={-O-%b5FTC`t8!MUN305WJvVDgjGbjm$99uhJRKex<#FWieBz&1I7AM3I7tc`PC zc3#Xx*hECmAWjb<vkEknS`bXRH!nEqv*@9P(U6Xx4Je?(FeUbp#nW_x{(RbzpM6X~ z{YrDL>{3>Uy+}>n`S?sX@SE+x#{*6p-EW*YeGp6zi27<$UeU!C3);lV&!V9#3UGXN zJ@nS2?MF{jeu)cg&mN(ASZI&&&TDKAmVAt@6`QM$P1@&P#}3gzeFeUa;D5F!5a@Vr zwxzl%!l_4jk8{DekC(%~mox&%y@-PSlX1AhBQhLVLISVOE6jWIqivNWsqlL2G)O0| z>CtmZg9kRpKaBOnUZ<eFOJFN`|1cU3bP1sj123qH)=_2U=9;3nQ~hOjiMXcMCvXVJ zM}nsp+hYxeYvZg&A5p7{Ql|5aSfgtrUL3w`dNkfYx7t}xtFn}LkpX;~ku(*{mK=+b zaD55*><?a@uw?BR#*o?nQ#v??uYt0xUicla!G{+p`7B?1NO;ly4{YiL#=dPouP`id zDAK!ivpeQ`Wf1Ci!jybd`l-IhY$(%!i{>2xI%!UHk?O?XFlIf8)$Luy;Avq~dQA{8 zFTOiux%PQzaxdnZ6pM-EV!LT{T0)Vw55VO=c4su0N33&3`KM;X7>6^Oldx<bK9Boa zL%ygPC5_2Da?Zy2bN#uH3~Excp)Fv1fT~s?DbjS#D$U05Iqzn#FAHI%a&9p;IjSgk zIot~wTL2K4|CW!X3PaJak)6R&#OD1$WFX8E7(23o<$i3S^J4hHx!Li|tHgd#9_?cz zi-p?E)B#IQHGiZ%n~_%k1Aq^LLTdno?WwmIpF6Eqexo)b#~tk_&Yc4^Uhu_qJFvzx z5)HPWm9XXl3$hgMq9m^udnY5d8PZgM)lJi}*8y&w7!DK#V}xQINd?>|^$PQNFny5t zM0c21O(QY7J|$FzsXBhM_5pQDqUotD6|1&Kmj5Bgtm{PVr#-*4)A#EU)t%@wozMr= zZ4|hX^fDd$Hk|Q1e1OrIq*BQKo0<C4#|Vqz61Jq_l3Dbm!FysFU*mcB!=n~*d2T4y zYAYik4fQ`H>mP9bMI@+vvez`ynUp<Ewu8<r<IILpUYh5o8sCgjtLoTS0uZ8GoSq-! zf<<^JCrcEo+saBcTBdh^HQ9`2QZ|prxheJOU-k01-TXjajFpih;*)cL>+WH7E4L!H zWb+t)+;W)#CLR0;UrLQ9z`8;sVdt3R<DW`RJR^~F*jMwy*h>E-qAGMcWEs~mLaSp; zBhxcyfX9FrViqYEz4vroD|Gx2A)O|d7uZ9rk$db2>qZJB)2C<<)O9lVO~a}{$Sui4 zD>y^aBaq|g6LdiY3P}&S)3j-M1E}H(tBG>x`n{`l(-M*?Rm{KiBQ9k0JeDg_ueDCA zC^c+?gjofsY#66ztG{E@zRFT#NJW($RGztG1xenK*m#Xw*~?r%VGq#wqGpj;&y5Lw zo>+^QTs;0%noUpyx(9H0cgy2yBY^O^{^g%#6FU)RWmE`6OqY2`ct#SZA>kYJuOXB| z$84&di4o*jaB{yzY=)cZ(Qu22uh`;WR>f=8zawY&nRe=G4QWb!L{|UU0cObyE1~2w z*t=RutWfE$1DO1=c;ScLb=q^xHO^Ca*a6PKr@oC%K{wu8$sEH!q#G#hmOFuq`v(-I zvnY6o^Ul%*Rr<Kyion^hGm`Cw4?;3Bw+^4$p@LfO2EMbiv^AI{j=e~Hx7<3tPOt5G z>Ry!r24Fnm^c&I`mLQE`)jb*335y8xHT1=bW8Sv$RuckQ%Xd^#w$3vk^ok8w8xxm| z=)^cj6&FoX7``jhMs;k>%?(8fmMO>WpjGfQ8MWJze)lK}%8}6%sXAwKo{pdx;#<L& zE;Vka8e_g6&9azyU&PLc%1`}ALAxnD_7ON>%%u2b|EQxn!*cCzX#H39j~dXT3?JCY z78y}YlgzyPO(T6>|H4`VfuereN6IzVoWF%T3GqPO^f_#%!o7VtwHvJ~nZIacGW72I z`&#&^eDCQ^(}9@WgZ{EH$u#mG5CNyQU#+Z(FL!<y!it}^PJFR9oNRhqlYldz8`5*b znpI&1!b7?~YSQ2t!>SViJXFYU6&Uj>TG*h_2hk2n70JBwx5F8Fr)|LAzs6Hbx$bN^ z@GFEZ>ml{woX+V{t_;99Pv!Y~n&nzs8zq4Mqnbt%V@lPNKZ}!lA!L7Y+^)m>qpwKN zL6>tHsBAl+;uFAUOXD_oImG#I!4jNP%QmTcLMOz?Y{=gDK;-PQ*K1R}?ope&I9xp~ z30GlVSRw9-xA(UFK!B3)*l?JtCvrcGOxd;bXCvbYEn0Qmq=EZTJE<180$Uv+mIiy_ zeFSumV!v(dDD(z8Wf*}TakEG4Bg4m`pDe;W<w6XbK9{7`j~k!fAdfnhiC;EAc74hQ zzXNMXkFqEHR{{g>;=Fh@Z7&JyCLhC(?)&-KXZ<uC&YKs+dBXV61L&(m-HOSovf7fC zP~|uDX3(m*$TtIy+sFNPe}sGqBA*xctc*%=h(VQn&^pab?hlR{Js3y<;#x1l6nKY_ zsehGw-ennXQyuejH6OmAq8P<+&H+nHV%8`sWm)%vZp;^gB8h-9iy-SI7$(<~-fy(- z!0rf&fu}X9DW~nT%)6<n7=7xUXI{mBP30|`vG^D<_P2GR*$dO7iPAjbPVaubn65R! zMW{KX_YU)X3Ecz*gt~y*$<!IDZ%#IRFd4?^F4cH>oVLD;a~kthm}2y3CBayKA-M4_ z{`tPg-O6&DEZ(o~p!K!K%kB(o0=_Typl>hwZyzBv&(WCP@1J^2r&;bXEUs~wm&!>N z?(KobWyU9aWUK!jGzFdP+H%I>19|>g1jqI%;!{>LmC&0PLBoh<Y#JHMIrjjot2A7i zeVq?UOto`xR1NxZeQ!T}G4<^v%LhQqqpRaG8QomJAsyh8?=hJKF>lWw1;v8RwHyj7 z0+}`FV5WE;hyEOfBF1yauXd7*(B%5-eBTOmKD#rb;Dn#L+HK1_byO9Px>nEzsl532 zRo;V|{iDm<$?4J+PC+V2{Rr^@KlKK<h|`vN{tY&7wN5*CBaPr5#<gcq_!vm*n{SX4 zJkv1d7}}zyR66H{eGu&w*7&Nn>PN5yAoYlOm5_W9x~fBw`%5XG6C2%=IHklj7EpUu z0oWzz;a+^&wB^Hu&`O&Ausc6>FFSd};S3EZvL+ae6C%)*81HkVha9}Slth1QO_)+x z=B3!R&A#29ev0<^L<ba)y9L*skFN1EskCxjiCMX;*XKROq07Rkcl3_`9qc(Ftci#h zM7!(RbY2x@_2|envC%>i?H!*?=oGR?>a<*VA@geof}`4%3CYEAnboFA-d!BXt|P;h zQi`82^#%b~4>@EJE4I~yLOs7_8alnFwP#PA-z_glfA~TEvA4v=J)Ha|*SH26=_dIc z^-jGQkN)t8`KM>?jZa5iEe2K#e^7Z9rOw9(CT`QC-KL+c+?9)>r7@Oy;1R;Gj4H<} zS{!aFOe0@M^cNh46yq=GhOtmwwEqe889(mT;xTHv&U?!g{=*Pf<&z(C{`LmSfHn7` z7G@=a8SS9=jApq6rGyqu8vIRoZosG#+Ef60Uo}soTf9TRv8dadS$nopWq{|xE}EjB zrYvR&zA~J>IXQ8IuYd~s7=yud%}V`AojB4Te0Ysdd&9l_HCI*=Qz4dWnZcou;W+Wi z0PM#agD)hMr#%-+qYrJ$a>q{wYB>cXn{4NU%->jV?6rwD1uYGT&oBa?#HbQ1S$SU7 z!5ZkW93bcx?VSGLvT=JXTZF><FeE?ksK(`DHwgrSZQz8;U4j(4TJ*IQ?O=%<?)*=} z^3?zXFlrpcBWj9e-Zp>m`ik(4{;A$$4wyVw9>7o{g^G`zeAF*89F6tSi!V9699?q5 zE+AGPh{Jr^A;hoOp+R2nSwUD6MuWJ1uKdG0En+*tGCFvqod+ImkZgC)G;*u{f#C?~ zR!TB~pGQm2{{8)ny)tDyhnd`{75KrkyIwuNv8dwF!D?~YaXaZK_sqs>(<jSH6PLWa z9<Zu5;#sZy&|E*1n13*B)q?V{JCg)0meTI2I>Wk<uy*z(CS>p*T1-eWx<X(WWK&)G zx3}>j8+<C>b3a2?U{Yp&^a%eviJE)tV`sa6u!BwJPC|<<r{m|D;a-A4rdy*A`sD*G zL7`$l0mwvii2aXI=`5g16gibM5D-`wx(7PUD6I>7!Z+py>y{2jT!pmKx9?>BkcRaB zp3m!l=^;bXXBQ{T;{K+3WTUe5o@^*RUowi8a)k7rYD{<=o&zIAKbyp~@@ZE?Ia&q2 zl~Z8Y1V=YzL00@p{?QMl;@K|#4|*|K#*Wj<WdA#sYkNS0uZIKmuqZh1`gn#)?DhA5 zOPF>|`#R{%wPRAtoLT!kf}-xH1%~#}2Ji0yDgRkyfL;C{b?A;K@$h`_Q7!x(tqVVi zvf>Ef@Q7(AW@@Fs<?yNcF=_2^5*X*GYUiU+i*yrfyQkjizpp5zhjVH{OhvqCrV6N# z9btX-f&XTZI}hwoH0_qhgUn7S5o;zXPx5O4E}Hp5>e<~1nHTiOpaBKZ4WgZC8KGD? zEeAf|-@{^e{!*^kQ&aKiYMPxRkns{lH|Z=`hR}D)MKQw>$@q3NyOo|>oQ_78zv^FQ z<ll0WcSB0^CR8kV%7gF6$Kb!#z~ua*(FgQgObRqDSWLI7q!%@l>wmyf)w$Su!h@$J zr(@~L3-g}-#Gh28V29b86XTBuIs{`$gy5-SRi~cYCoIMBd0|_JOMX*rCE87{G02Qc ztC|pW?K7Uw*ELeHg+4K94B4a9iNO}wJmbqm5ASg~M@UriLOs?J_NWwwS8&w3QLafe z#_9b&1<|55!pPQ1lB*o%G0~8FU_@Nok80~?HyptwB#_>`#3c#ujy~%^fyjxBPf@>E zfswzv)N=iU&1WT$SX9nDsdk<W%WwlgRXNjC!n%RhhY_^HH+wzQAB1j{(9b?9wsQtn z?+F_abONOpJ^hO_eRFrjR+iGvH&UHZ4$fe8gv6e?UKTbQl(^Aq;xP6nsGb|CtQ+wQ z&#M}n_52%W)aBv73A02+AonU0M|3NQ<rhyA6ZSrDALs66tQ+A3Sl`{re;6F)p^*s& zI{mpy;m^(*<>QQD5z&AM#%Va+0Q<e3TM>u>oRmfYM@5S6(wJp|`&N2wtemm=BUl2t ztH@D_y>}}s%Rh@?=I;P4PF<e!pp<YSn71_~nI0`tZ1c}*SAO>@c!U6YduV@w6f<a~ zVjs428RGhaUpK;ZH6aFol{5+f8DyRLFsA!@`4L=PkpMT%u$(AOOcitrAuL6KX|TuX z^En$>1lii_Gt7?&Aa<O%OhxZ)&R5y8`V)fgO<j%s1475yltfR!NDa@*;x<o&Rg(^{ z#5YuZN+9W>C%m)oU*m6|5ekcj-|2f)<4UGZm7W$8kfaCgWL|T~PqonEII0xe^bZgX z@J!AIV!Mkn3|(C-_VV=a0c7FR#Xn$4gLWP&y;F%7(g0}yYsZdi<IaTAv;tRlxzjqo zSqzg*WzGmFzPHiFk>M9FmdhY_Cd>zmLDiphg?vJ3r-nHXzv^P@hV)Z5n3VcPH=z1S z_Y>-`K-W)xw3C+A<{k9cp#QL_yt0<z>75YCl|%UMVAIK7U!nkzprX8<$tUJ3Z8Y0M z!FJfkAV(SW>I3kxFBpLGw31+~0B~76I)eT$s&NgT5Kt4|Jq?bkqFAN>U-(Gk5@GHB zY4Y}XgUV7**Au*$j}aV}Yua^w*EV-)ed2F~#7={$s|*D6H4zcMBQ^u-TJJ*;l=xKF z|L|39i?7P*MQ-%zBxe4Q%Q=ytQ)hopmzSF2?%NPmjSQrBrPUJJ=Khmyn8RUxYp6dC zj}fZNhh4aY*}2WaQGQyxo*V8Dp+F(}^qUk$gAO1)6%1=YFW|<tiUO2byC1tCG%XrW zLRiX0XL(u#iaH9x<`Y6@!#8#`jf6PE$_OYkJL5!gSdd_AH5^)%&uht**k-^W5pJSQ zr1+t@%qe<}!7XV&rhE{JPNsdiLbvSo4jlsOXCF+Ve2D$eHZRwpuvu39PNRBlPgseS z%vSG@i<%NUbv*kYPvU;!s#YepZ?yi}cKlqm!SLbCuM8*zVQ>S4u9X|@B#MhlS8Gzd zb^jrj01{;3!^FnUQv7d1@VDwKN@*>Kh5#!5A<P(%>|x0ThX4UkWvP#U%fYYZdOr<h zMn|b_w=>SpdquR+&2sH_@Z0#pDMuSaOy%T;OM8S5G4Hi!Ux)VSO_@=x!HZ^iKPqRI zIRPIfAl85EwvgVlO%w&t2sb1hh0AmMqiqu)0zRc1RMsq|y(1_PA}eGF!oXPljVFn# zJLIqgn(tI&4EdvW4uP(%R_>7Zxn|b?aFd69-mo7klGlS`TuPwENe5d|^I#=tjc}^6 zYD+i3z83D~dH9qDllKotGh5_h`qH{EwTf6#uty?TWI60QfcWgrY`>}`&c17XpXtlo z=*AE77p+WqcTqGhYC_zX7q)$92AqGkXj`#|rBhmMYW&zD$j$$O{4wi(6}u>7OH{74 zzdgh~DneGnqqLUR3QK&IX7JsG#YX_J8+qyOq4NG%j>_C5PbOqwkO^2##M=-TzR<oq zk&wg8BRiRPdWE^;Oe#h<Oe&r+^1l#_PB{u$(pM7J5k#f`9SoG;9m*a7x(DHPfVCWU zUeHX~m@$YKDT78KAPaI`2G(b~#z(r*y0~oV6C^N<t6L$AVOSr;EExZ6k;VQ)rbk_n z$AFf~9Mr9_Hi~;^Z;Lk6OT%+k6dZQl+!#^<!vjZ$wy$ZQB8LJ<+5Sa?&sflDN))^= zhLPp5kU~I7Jxvg0@}_-NBvacur`PuHe0ai=i?sGjX?ADsQRRuQD@XW{b`W-Ki1P?2 zX<w~DGAxqNRQ<z93sFIoTiMmLMK3A1TRlHZT>||kVT!|4CL}zH@>NMX&=H6Th``g! z&+yPXZ&5$zhUw{~!J}V^YT@2;v4h7U;UG6U&>_THP83nc@Qr>Zr=zy(du^-*&k6Zv z`!=Xi3EcvhQyN|E5(FkXtsgec^&lt}M@XsFXKC$YFSfZChe2ifgid>WHcAg$qDP}m ze@-o-F_tKHNx}kMYi4kd>$U2E)ij@A6KaqC)1KWawW*1+n$UlD?Vz=)Tb+pla3B>q zR#>?~6pb}<Qrr#^T6-eIQfv>Eo|_wt^l$YO0t@+YCi~UP9^T(W^j+ANp{qOXdHA>J z;^Z#OdpfD=>w<yU#!n0Sz-daQRejicLrg{&nWkUaMdWe75~!KVQGgnI41Z#P7+D0Y zVa_J?DnfDO2JpFtlE!E#y<j3eau<<!cd?3l<}eQbU-*X^&Cx}Nb0{K=cMxn#H9m-+ z*Pi{LQk<i;GnD)*hi&#(6V6IJdfMYQHF!D@0+3Be?1_+?1|J``#~h2g`;Osh@4Y{s z{Tv*Hp}8~ajN~cjs)I)ecBH?CFHe7l$Qf#~rC*KX?+D=?Hpoh66``d-1%p=fkau<B zlF#+WKSdnOp;ZnOqR8r4!m`ve`Vg=TqyXF8D@(O#@1Qd%HH+MT2~31Nq4i+n24z=4 z!|@O@gvwX}^{I|o&JL$9rkw;52;t=F6CMATbnt{;46Zy@=ESXy!kDo|(v5<LwdMTj zSJkH$ULPW$PoxYW8Do3A+snH8;}x(mID>_lVYo(NIlF5);7qWUS1xqHGJh7lK4DXx zh)CgiRg3M3n1>4{;pF{++viN!U)ZA9@Y(VUp+$Q&t(;c&5E2sp>%_)NmqM<~=_pDL zvuISanP73#uAG0;Sa01@dT3aDAUr{z=-+pEzmGY)uJ0nGm41dDrcQt@_d<WqupFq- zbA!!k7BKS1p_T}zLCyGsn=SdxR03~3Ydj{^s3^7VdL?KJyO?_Km7trv0!X1V>AkL& z!U-_UFlf9=QmUtb;iWR53_+s@NgzakZOZM2vv27u)6y{G{z_OJfOlcax6$@9flk}P z=$!h?`+zWqb+vlP&%8z54OG+~f+Wq4?(k9rP_=1GpzCAase5{vZl;mT@armxL#Md= z2L?4yFU!2h4(QY2t^{xMk)j8W|1jKeX*+<dm5K91J+Sq?*jqINA6Nr*Qq42e(n<Ik zYQNoQ%|>~@32MVFVymAF#KA=L6$E)Ge8@*4!P~@Vuv!EkBYj6}Me}&_r|{tn*Y{ph zrKy98P?qsxl!Tn`Rs!cV4XOd=>lY=A&(;&mC~CG~g+Rv;@-@&M%~Z?0XU%|09-SsN zJ!Tog^Pw&YlzjAs;4EkesGk3p-)g)+K9Y7i=#>Ic0UCuC>`2HR1=KVS1SgEccYz0} z@;(|Yg{KL92MrHP16&Hg0bDnGivqeE;2P*zwcWNZov=I~^$tCQ1)abaRg|aEHjlWl z?XSsv-T2f4B9sWM-^oDv@b8SeN^2YTRg%b_p?THj{k=-PHeE`bchfTrl7OV1yiGTN zdaV?|Cx~3yiORZ89iFdfdLH{-bm)pI(aNr@+WF4+Lyh}}-xs_WjI&79nd*|n#tN~` z%?Iy`#x8NI-k3*P=GC6BayMtV{;d9K6^N-BQW8t8FZb`ZrraeD-oIz|AHT{PyFc!g z!n0aYTwNqkS?Puv>ph5MjU1g4hW_h8rA8Zd)_8ozn;ojr*R3z^Qa%b;5TGlThkRSB zTAwg$;Oe<xZ2ZEwg|WCgS8sM~W`Pjtpu@xCD@D4^p>r~n_6h!rYJ<0B43zV$en=1f zcWvM%z1bCg$;}0$A@jSMf0s2&CPbWJYNWiP?LzT@O^Ckejm6aM#guRPWl^&?Sp&Ds z^__KsO>g_Wwmxs#H;=yd$JrfI*ZH0Wl*t?9)i>7fnfZQfYg^g6j4Zi=Z`gDRi9w@_ zDay;K2Sh8zz8^1}%b)fxyxVR2W}-w~#o;Y5ZW%ZJL;AaPY%%59;=}5Vx5oT5(y#L! z6UCyzY1zky-~ds9y&Y9_!@ZDeSIGU_@6fyJgQiiO3pSU}{)_Bh9)L8bw(0Q-y#i6| zQbc4{8IYv^Ro_0C!#7?`sWM1+otJQ6N?+IZO0|x2cj#Q+ENd#MfO78-&bgU40d=CV zTHDL+^bWPcyVEpnjp9q(we;kN4AE`(0j_#mndXi4s+l>WzlQ^6m@VHs*N+`x@4i70 zLq$P@qSnb4vZv^pJanb)Z1dn$hv)NG%O<XjO8s~-W4u$h%T))VAr!cGY-r$7Nir|B zF^5j!-cjJbXT1fB$Fh(C>#2Ux5-DIhkP+A=Nyhq%0#{mv{5w)#ESnC{YY5SEcA4IK z{+l#p7E~=y3SB^pl*#w8A)e%icGxP5HR&EbDg3eYLhFC0c^$u6{pCKN^5AN-ZAR9p zD_gz#&EQzuM3=0|kI1~e!D>Wou0q`ZWzX+A#rEbVm*vyn>xHUy3H}{fVBf!k{$*`I zzFu)b+2=LXv0?Ms4t^i`d=q)lPrYsMBfrX6mcM=~VHe+sbz`ZM(%k9wrDlmdl+@op z8W6Iq*7{oQv`xnE{H(y$RhGBAW(@magA1m6n7Ng;#-B%CBYsC*9>Ns=<64gt-9AJy zvZ6v)hLEcExYqxaQS-B_MW|uMl~~^|)#qo{TSe-6RexJGJ6{)3m<1GwkaJafQ|v<S zvoRf~Hh{+n{!_u1_UcAxGl@C1ssa8fm2E`zO6R~I-IFcmdW+b$O-sk^|K)W1cizTJ zQrdrAb*7KG_8&IaXLq=nQbk)&cr0!RS<3WiZkB0V)O~k@ta+B6YCgM|_?zeB|JE89 z7T%DrCP}}g)r-_O2J6&TL*-m83mo8*bq)*FHm*wFXh6!lV;wbnO+Lm%)Khqi()dE! zhy5HNY}uAq{9mdJazl$eLz_PY4H3?>1MFl4?PtQxb>b?~D~5Y=#)u*G3qE1<Wth%= ziv4;=UoDMg8J{oItw8=3kyv^$6@iO`unb!0_x_SlP6#96=d!)&$2Y!{#4fgv4cri7 zOKD4D?dUsR$i45`*2G%Y*Xk+rpLMm`;q-JpGImG5<5NNxMb6G?ZoUQ6aZ_ZAo&(dv z?RzAw9hmu{&m$6vrWefn*9Oc4O(h^q$&lHL49+!a|1E}%PO#&u>OD{fM_!QYyy+DK zQ$DgC37%6y^eu=oDnryMK3l`Wv@{NpWOd~>!Ypr1$xHOVonImjLIm@#5_=+#vLWr# zRsYt}{@q63rg^POkAM_KC&PD{g>%1vABkfyIllp(50nYT^!|KGvHb-x@^AZ#1s%vL z`vR5=;Rc%qxB`7i7mnJ0)SXt%e(rLfr|~<_^?N5}=(o0hbBd87*xcO4KCfC^$UR8+ z_>j3o4;iz{S?j(F?Q~B)$wUh|x}a<x-J|1|26>5SozSGIK`kx8<;^hd_2?(24S)K6 z@p*w>24ZsX=XwRtDW(;TJ}3~?!_CrzNWvDS<`8c)-9x=$<{JsuXVpvUfq+0XKf+Ro z@HCbn-#E+E1O#&O{a-7`mzRs58`qqXzzUxddR3)}LH6XK;ErWhPju7vY+BMFM3`Xg zUxp%1fAGHp#*uH!cdTUI4lm{gjs9XKy7pi~TZmXG<QzWrXs352U2c{i9<)SByPx4( zAhS0g@M;K8!l({%?c-VE@a360z5a&yt{(;1v^4375qcUy-h8{2x?6qwRb4Mli#qWG zv20B`x<Kee$9SUX+XoY5W`fNA{T!!t)}RJYzY<+4ZhkFW7=S>s@gS?JwxHVxeq_jY zH>g@RTwhFaxXg1cA*BBCdK9-2V6mr_Ytnvex;E@nJmFK!8sa-1M|upAgR2PEATml( z8ChEAVetPk-OC`ocXGdO^DW&<84(|-+c4uLu{T#2`YLw?B;_|{)+FHOJSyksKmpef zdDiN8*2GftD(2c=lGE)_wYr`*s`vTnSq{sxh)YhXXSs^4f3KbWE+aEcw&y$|HHpj( zWD#+Lep`tk)s&nqPHk%A_I4|WQpYEdRBJdmZ2T`(iTE~0YK%C|ccI0DX6F|OedlEO ze!xhgvp@W|#+kL!{OH8z-x(`FHd+^cmKV7MK}=6d`c35&9#KV!Gn%H~=GNt{G(RuA z+^m5(xztYcYHbVWvDF3tsS>+IHZ)Dx3*s`edfCZ^_V0t$`c}|A6!vVJL&dTq{5@jI zJuyY1OWtgwF;;?*`w4R;kxTmHZRAN<A`Z{-;H{R42L;wshsUjt#~}cq+X7$x05^rw zl0<S^r_r{UxfVH%_g}Bh$ik&Ks#=K3n6S(Brs&p#VaxFu`5>+dp?yC-fV_sa2|=ry za)!BE(tl-r{c^YKB5jdKCW7gObQ@=-B9GbMe93%HTJH$bVf@tk$?iqICiLX`@2L9y zlIriAK1Fe?SLTO2=%O<hvpZgs{>a|g)};EePe5q7KWKz}U#vgpVgcp$k0i@znY~}d zggw9Q=Qm;FNK#=uDAt_PzggXDdX0O2DtkN-+Y;AAhLgh~GNf=smTBp~QOR5V2aWl9 zL}+eZC*}8r#r6R>+I6!&0iid@INeb^B0BTstgX=ZLeHusy#o6tNU|neaxkF<f-F4R ze=<(CWb!umOjRav*oJ#YeX%$c&H=qW)d*vvKtD2xQ*`x^%nHf!m!!sqU$aP6%Y|?! zB1Ej6zVr}jS^DciQzmbRQ(M?DH|S%g8@uCoKh_YpZa;gDbBYFXclXhgyYRqSi-nQ= ztOOZ^p%DdT%iGE>QCbGM=KVkF(QXavA~|{$UG{>18%6P7Ob^*yqHl$giiud>CzdyG zk=_Qb_I<c?+*+i=|K7=At+z<N$$Vy4!{0td!xrhk8ZOPzNFvk?sFkjJ8}v{dCQMz? zs~-BP0)A+i898p=jL0xN+{r0{c~|iG0z~C<)iZX5mK*dPIj_=;L=LKkj0%M?Xo>m7 z)};9qb^|}y{I+gdG`{!bqYmsj7S7wo7R?;Q12gu`So&bjc7!*wD8=%4BJZ+V<}bI< z&JE7bDkuvp#>YNCWrbur_@uF-{S_)6Jbx_oUs^G<LDX_e0|aBe4DgFGV!Uxp>C9KZ z=dUUFS3-wlWO&dG9pdZe==M4da4ibCbE=q3L>wY&9dX!5hxnEBri+vh%d*hmf2nFn z&%@j}n<+YqDfrzFlqX5ItJRnuL4QcE>(D*svpsqz#)ZQWEEVpRkt;DejzqTYxDOG0 zt7|7hFedD`bzaB_TGk-!CmfCFry|5Cd$<<+Wjs+GrHeC{7+R5_HpgCI%Ulp?K?KOX zBO00_*tD(S;JED~3uj|wF+TTGo$1$?v61NgYM6Wer$H|Dmg+5$%hT{Z@#SnzN5)wC zmHVQC3IA5}VQdv~3%isjM5sEYa{4Ip>4@#T&^|c2m>aOxHzUSKHawx7G)APyAp9|Q z7(PgRJg6thc;2^vm-^?cuk(&ni8CA{L%!+qgnkb2yhS+QaXPz$exlQ=sanR@+s5L- za7^zA!|NGluZ?vf?MQSR|CJo_7TVXJSg!2tMY}Ck@zYA1{gK;brcZe0Ib$KJr)5mQ z!of+IW4!04kxzd$P3meWT^f)-r|xIu!RLsO87l^;)JtTX>!!u|rCkvs)<?!ifFE<M z5)ruGcIp?&)<y+oS?)-*t3V7M;z1a?vh2ZnUk9Q4S_dTXa%_Ju)-Mz!Ak*=lUxrC^ zZg6%h5#NY&*73g-Q#k1BGaY>d%SGQI4!B@d!gXCQrKok>Yybg>gYYDJtW0Y{P&2WZ z5+v$}?1Hk_$&kT~#4*j=Eszh&PPVwl_g%*Hc(%K0)TqI*g&gWjqJ|o_y=4uU&Mv4O z25K98q0@-I2~j}}oKVaY{#DveJ@vnm^4fR<K2<~jl!dcj1@c&?{yDL>;>YygeBtT4 z84gWdZZQ9Ho<dA<2yjg?`dv!u0-|?rW$%?*s9rw;BPC|GwNwitztEV7_Z;0nyRg<z z=;*VGv|?Yw%%PWE^yc?KtRS8Z>)$X$V0jNRLR8v~(XhudbRW4xP1flEUfA>bOB?s| z@JUVDe?by2K|1{<V;1p)AK19J)93fn2IDrj>7b{qcG^i|dqDo2ufA-@ecp#u6tJ6r zw^9Azq(>CM$_NB9woIyJf^DinJt#xg*ZWbNu%>afHv5G0xc$GLtx~+P;6a;anwDlk zy9slFBt++dt#8I=L{Agh+QOrLuvGmoc3Im5xDhI$ssO~G`ZBXi+~Yoy{^@mvi|HN< zo$I>^w=%NAxRV)O^znp2Hi7!3`db1ty<~jUb+gd7MvhF}rJ&6ez8HN`w54P`E$Dg* z1RdLClRsm&{D(+m7L2|lVsdv19dB7U{YskO>NA)`n8aT*iy_QmS;OtVRh59oa#?EI zm|3H%GN7W|b`#drnL{sjIDZY4g#52{W-~r|6=i2Jk)UX;TA0v}e7ay}f$TNHJcwit zoFkH~VINqf#;2gRY-790jn9qm_!%1d(bj}?Edz4bL;edMRS8#{h?YeozlVhB@{x8+ zBBXhK5>yOl1FSQ)^g|m2?{z7Zp2VP40*sJ2p)TQTXqj<?VO=;7Ko3wM37d|ibLI~1 zj3reTP6Pc#qoz4I@PpY9Nn}(!4zpknjPryu-OuDr*@%2_m<Upby0Z(W+#*!Vj6SyA z(UVBJo71JNOsb$92>-7u5lx84iqK*JTw>z46WL;gls329<k3@~3;>(p*BlS`%ALNM zT_B~q63p9@Jz2|iCPO)0rjSggcqS4?&K=sQc1!jk`3gFcjDXif?Q^puLjKzRSFTW& z2#6St0^;kIb(&q;M)xRFDO^mI!ji6IqTqjvEHVg@h@atCnfcMjih_85h)1AP$mVZ} z>1xNeJIGbHHbUSBR4U&Iw>;>f&#yvCuW?3mQ>Nplzjru?;pkn+c<V1*GCAVFz&c7~ zenFjeK{eTe27H-!AP6l12~1~e+otr1(0(F4DxI>DT(apIqrr<0Y6}<UsZKFhKA7tX z9CGdM0d5jl4p@tbxCHGSB;OHf!ab;9353ZvIJq7{y?V#P7vyCLA>rvQeHEO|oX;OW zHsFJ_#827Y`dZD`%v+ey7`!OSn9uHTCX$jF>Q2TMw0U{U2K122+NpbB8}eex#ovyX z%|oR1GmTj9>bT7_4|Y|_wjqxX`E2BwS054eSj2_I8FPdjf-(ZxjN%;WIuM@L=?X~( zNVgmfjQ~O_H;%pT76L_e(}>Mx<$+hh5S9`#EzpoT9zTx=76hku(EGi|q$(<}+lkhi z!0rzRT`_#9G<&_<=k=KY&zMlVo>uz1o^M3p>i?XcsyR6{f!3JixP39<0RHIu365SO zgID(YPvCrrE$PB*GFD(sl5Low(UI(fl-I?;R*76cT|>OqVk3WA;@wc54$AimR*KVI z<jq0qPHtZXc?Y%F9+FW6wQB}^PrHxz*7y<Lv`PDff8{in;Osj`addL_xTYM!y9mtM zsK~-h`*6(gcktHt<Ifu-*K4)UH_PV!FCA|nbV(J+z2MJ8_F<Y1#WR5jTfz_i|1H~y z%)-4|ONEQNUAYO_1pdEsE7uMaiBd@XC`7#oACryhn+3ykikW-VOrnt2U*T5HWqxl_ z7vTrXB_fLufVzkrhI_lS`2sQs|B;6CuG}}qYh57W+u2NH+8!L+Hx+N}TxqU%Vbd1Z z%+mx*ar9)ciJUAn9-<w<pbAANOTg}2Jjy+^ptr!C_Lz{KnF(u3gQMaC3lo<>$jbI; zvNn2RXT&1ZOy2sF2?s%80jGwr^{(@JzYP8#{9rAnhfN2)Jl!tN+cs*7j?_W~^d2Vy zULyCSO1gKW?QDLf9|6<CYGkb6?IIKjaA83s^YN?%S=7W-2P;7&vMSyCn1}===%SAf z)#5lfn~LWUZ`uGI;R*mB$qc|T39o<*ulFbn`zUt6A7q+{J-v!ZlGH`=xjEi1ajHh4 z<w`)@;Nv<T4x=J|P{>J%gbW38;)*G{;aq}c^;JEc<P&nf4pcE-XM&V+M2Ygc+UYUx zF2WW+5kVdkYBT!V8lk425bKq|?4<NuM7ikIVyfitv~?C-5c_7Fslr>Qv7L)#)2q`r zdSB8AF89so><jPx8FU!yru2|=r85zamc*7`(hA;wbrKa9fg!_qhIJ92$_Q&6Zj_E$ zqjca4log2BL#P`Z>84dE$x$dmsa<%Qm9az)A*4_Y+GD)&<S{1k0ysD9vj;a?;q@#l zH>Up(lJOnlJ^i<g_{;n%k%9|ld!V7ADa!tQk}E_mL>^(xSD7S&5|&L8fBb#@-h^5_ zUuPn*E;5{{+Q;L3M4yA1=nU~PjVOH>CJ}d!OM*dkj(4bpsMJVBBg;#~-)1anzU5vF z*t-z_d1BXxwYg~@GTeS5<fR@qa^kfaIL=Zcxow*aZ}~%<HR3HU5^_@A1r{$qA}`jr zArr}<lZ2_{eH7>5WnM#=Zm;<I;uu6ku-D#Zf5UXkP<N_EZiREo9_z1GzE2Xo^@h3B z`ToF;*bX{`iD|L=Uj4~1c`J3uW^01i_TRn1{MbV$0*U)dLw_!Zm$z99%BfXjcH58F zQra%pivO1u@3@Io8EYeZ3mQ<?b+ob$*`0mhOw-i2_Y)@d7kh^tl#c43F5vRwX*eCA zxm+MpHY+gRBas2`%R-KpHIXerbY+ChSMu-cy>U-Rx-^w!D$MG&fPozm+|%^RYiFZ| zz`5<lpM-qoU@WS&xxvmPr)z$$DW8zgLCkR>8AzqW@J7VIB6;1YbBD8>nH$?ymc{}P zPb4u)cEl3z5b6Yb`b)U(4KgLDl5cTul)K0#qLwc-5JFEzIB9VnA=F1Q3AaY(m^c{6 z)SX~8NU5gV(|QHJ!vF6?e4{W&22VSlSH)v@wsuc`rW45^vJYO=X6`&R^XIZsVTtXz zF}pLA#b+hLV_fHnE0qX*`3D-0m*|zr7%<|e6NwK4Vue@xjL2c17mODjxGr39@{sU! zRH^0ZqbKpc7(?Xw!CqlPq<A4?zR}aQ(!(~Esp?MP`~t08MaGf`*Sn&HHKJuAEh1zE zz1%P#1$znT2Yx?s;_;fInggA2%u;By@M<8^BFZa0RQ|Rrwb1juWKIyu4akP|cNEw+ z%kW(|5vG;P(gy+^=MoE0GZEy<-)bmE>x4+q)^c>M?_eUMHMomR5J<IoS_AoKqmqRN zjW#3A{x|)zuyJAj)QeeLYp{v5%QZ#+z|r=Qb~;`>_0)G0Qbpa6yY~scIwIOL4Nm#c zBHNcqY(SpYxdJwkc#5dy5uNMP1bo$w{izFb7una*2<c@^i=;D>X>nrXxX7@ZT)VFS zu{+}D$6lxuw|HwJ_unSxGIVz=Jy*$3uym<xyuoVl%Lw`yEJ3EWck?g|>qu22Li>n~ zHx81>=X;r|PqM6D8&p=7VYlf$f`r0bJrZG}#d(>J?}Pc8h|Qg)9q-aI@Qh0wyZp_i zwj!^AC0nY31STefcLdr)m;UqPE<;lz)3;jlFaMt4`ftg^>pQnsJN{T>qP1}856``K z?k)JMylM3JKgAh;Y@YM&{Z(5JoQi!rXWws2Cp3Q2`N>muapT|r*~ikn(?6ClHc>TU zpRM&K{g1b&j$W9|uMV8KL@7|#v>We~8Ccg%49q=NnD!_0XHT#E%T?M&S;rc5LLP`L zr+m)1GCVhv8^meM?&jMrt?KLYeHYawS!xH^#Z76<)(_+^Z=&-YJ-uetT-*OK^>%&i z>7ir?a2nN&e3eW(>+H}~#e=^?lZTW8WIAi>gpjkDEaZ%uwJn@0`qrnpTE?(at!bi{ zk6kyb6Ww+>!TU4ud6o7-p^qeAT%gPsUs33jMBl#bVpObLaBF_{w_2sx+#(dT6xLOj zpJi>9&N&Occmm&def0jR?g7=+i;g}SD=sMnlmfC`cEZVMZoaSI=VxVUE#W7f7};Zw zNq&F-_oC)iy$I+<?7X+=N4VTfnEDca*Vy;SmZOKRxmbj`3{q3#rbdef=30gcvTUGF zVBd>l%f)YX9+7rg&hx2GE0CI!J1MWEZ>WKvr^wYiExTP@XmelEXbXHYq;FRAZeb*! zajhdaZf7LhYIs$zSP*j6tj^0PfOCASb={E)wH@xQ+;a^PMRv;)Gq)O@8Zt{Uy;m!@ z@|FY$7_4sE3EmfVrNM+IV@~4c<y!obK29B(co2sUM^~?ejZRtC>ph@6HI&PlC$+sT zaJ(Q<^8RGHgvQl{Of<GA?rWYNTH&KXJ;AG!U%i+mwRu;m-K00GRwrbcWmvnesY?>H zxwJAWsAAD;YAfWQQ4){Q2iG2G@M11VD%8x}hsmc51(eC*76Vn_B%WhMS?^C{YCa|b zEdJg;dP77oDLS-+F`&#o^sretY0ye}?KA5ar`aqXu#3ZoADH`{H1F_3IV?`Dk6%Rh z(H6gKE=+5oop8FMpePn9H}=sh)B-#j$nh<d0lO>;pL2;4fK&0AT#RS8##_=!dFv45 z)S^%YzUNo$@?7vTCe*{2zt>wLQRYpB_0tE)H4aJBZ38-|cgO<WSd1bclMI2k#Q$@e z?$!{GI<ma{EvK@|&1nO*b>Sx;_3NQNG6PC0EweV&_Lj>x(rikhR7=s`E5qNy`<?QZ z|ErN>_Rz(qh)TPMiFd2U?efKGq|_Nr{$9q__{>54;Q7=eNasC)kL2ljNl{OhkTs=# zq+y%`Khu{Np$=i#1!X*v*a`oQH=YN7<d2NW7BXh>BuD7yqa?~t?Zb25QzxwY=n``F zq1Rfa)OTqK#}|s4O~}S)k_I(Cuk7s#ua(!Xcu8AdZQe)!t5iQw)wv3KnmYMMtHQqC zWmJoK*4q9i3hp;jUL*%6`BU*Z-njZpd&OgR)E)&RKPEpobh%H4_lh7BfmpfAvUJ6Q zgF>r9PbNvWaJy8M`o?p!(*C2vL((qK-uTQ>dJDJXNRzmQ(xQ0Rekfy_T2U5c%b0`v zb-60mCF=V42J6Cn@jZ%I$}=W;g=$lIgN!Nj;HXbJEM6=e{wCx`(rlZc?-!JX((AOr zwDYE&3tvwC(yO`Es6|snnN<D7T&z`p^*S!{i|9@qkpks_vRCu8A?>-q*C&=6o>IlP z)o5xmb64W|vTi&h4X>=&;qK0AqK{MZapnfdpL8@Hl(yDtusRZJw;8=AcZu=W_G%82 zeG1buaA5X%=4-L$Xy5|%Z*L0OmM>1f=2Fkv#<r#jx?D2#DneNPEzgXdhU{MB_YEx? zv)xv)CtrL<nUfc`TVpU@EagxJf|w+^(<Mq8uHV@J&S>zUolSUr=8I@$&|f5(`n8L9 zTrw{@y0))trcX~~P}F%Ep*fc*k4>-TgeK)r$4nU9$D!xzypc+MjGIEDXEgihsHbkc zkzt9nTAKF5t@&oS>0P0r<D+k=6XsLoPaH)X*LaxM>&BWQSE%I+`stmN-qAM30@3T0 z3#_$SbMg&nCuIf#%7E0Lwl#5(WI_JK|I@T-bkXqK=;jbx+~3Ee^n7s-_2=m7%2>15 z+`S`oI*TQ!!1pq?BJDvj_1(&}?ubB+nD?vE9W&=f;;*sJzATxecpS*;Bkm4LGmkRL z8yS;QC(1Go-`=9Xz-UVoy^l6QisRPzs$MHU>8KbH>q31^sc@(VsBE@QxZi8qFs?a8 z4&oetESb}k6rUNOdep8ED<$M38rLLO<2U=8jB5t4WSUB~`X2^Ru5hyW&YlaXKNDwh z*1qz|AGPv{4<a{f?d;c;vFIZV>)1?GBcF`c>6G})X(b&O89)E!(5q%R>M~7cROK!& zp4L>^<i}r8b$MoWC&np!oyhthB8SvF1!x3R7rpJXWy1qOmnaDbFI`;XWgOCB*Qc2= zJ+wg?Hl=(pS8Lu&Pp2ysJrW8*r=|0lr2n+jQ%TW`rb<E9Doy+2;5Yae>x_nW4=Br? z1gzd_RQ@Jb^Lcc6{6X2!KNALdBSC>qyLq+hRGkU#n<vb`)mDYQ#J`sx*2rw4_vbGc z-pj<-XE0n6kjyyzfo;-9f2H%_BrnF#Ftxc!&u!A+9p^8mSnH<V0ll{O65iIPBs91i zIkxv1hg)cw>q0*`*zCU*zHLIN^C<D8QyqE8&PF4|Zh4F}mr}^<)yVdZa(!%7INX9O zk%nJTA!YHLJ=0urE6lXbWRr6_;qB@SWHZ?MNIr3%8M`|LaQ-r7@cxk1Y;xn(i5|MR zcx<1uTr0!cC!_D#2Tr|@&#mxrZak{2cZC`&S+sb$Rsc(hS{z86ysRmwA#yvvM1EoQ zZ<0^^60Jbnd}@Wgt%k<tx{$GjbJ0+=rN^Ra%{b)Ekwj(8{+5b9vNFOYs(HqvSM%%N zb8CRtl5;(WgiG+j;m$!Z_5R9jUbd=XCh8UJodR+C-=Re-1HPl)t1TB$TX2DTS1o(l z{M^jB+^XkQp;ETO%l1WdjgFSJ_Hr#{*g%<G8@D5|07aCexM13}J*2}tLl7LLT*OhR z-oNEsQUr4DqaYTbXLaO=7UVy4sh_WCAD=7T@8y&KFn%y3;6^>p=v->|%c#H)=iX@H zC|TCIFb@Az++meZtzvc`8eWLA7|805sQx>I)f~}kkgB&p(H;{hup+l;4wGLi(WqW& zv@MiSFXeRM4TERy?=f@K*xk9<_3>aBqDIJc)gXhtTB#PtM$67*M?EN_c6XsFs~Kg% zr$<)WO)hk@E*!vB6rziLYG)CrFd$j(=9HFrg_aWFF%dExv@K+gb=}a37R|GUxp=d6 zT(DmdX})z`M+xu0P$_<p7p>U1b>e<>q{PlY<4AdpR3raetrYK%F7aF&WteFsf>)dd z7DWecbyI~uAxW>T({Iw#V2W<Kbeok*jUOD$USB{ij}G9JY6UI}xLUEgk1o{VP~Nut znWjVC97c>=?crYc_k4-S)d>&x3SoImhJq6Rt_>G_D>6{D+YwXCFy^uL@Py(O5txx$ z84G;+1vS<y86EG}Q^oS4wDE=Oyh6EV?lNxrd~0npce$9)xf$LdS?LuR8)Py_*57@5 zzMk7wqfcn|**=m=?flni19PJ#9n^TuDP?n+SJ=(wnSDdbPSpQttAVgF`_R?X%JWfQ z#A%ob1I8E)!5_xC-(c2xSIHNM^U=NT<7owxhN<_1Ylg&~nUq)6-(vpA4)q9j$t^LP z{p6)Q=ALt=A}o7E*c>ECn4Y%%D1Tu!&*+X|=k_@)kBdL}o1Aqmz!%s94d+~~(#pCS z?&Ms#Di((s17_>Omo~Qr21Z#5T>Do#w)6A1^l|MPA{04h)TpWe(~k~Wl((GL@ZW5- ziRRTu*W{finNly&Txj?LynKu>jE1v0-3<1!?3#1CEW4q_4{M@#Z6+hu!f9&m**Lbh z<fL9EhLGPWv6@X77pj;k`GQPqs<B+0W=gf05DyHu=I~f^yfmmk%ZQ@ay{wd1x2sox zl8)zBz$=ix!QAq^s?JQ-LrXDp-)eL|N*N@!yZyQJ?4b_Y&z7f&36!=b`}N8SACnP! z<Mx5DZARPlBPv!i&_4U=RW)xg2!6xcYZ++!JX*>7t$#NqYD_JlXn9QUD(XDxqf&p$ zVhrB%UQ)K(Y2`+LCL1zIoSc3$(G$T#%Q}opC5eUdBV%g*CeNcA4YEgKxn*{jDZQuy z*TdTxY3vMHN~oPnPzOd$3}n`~T;5d%EH-mLJ#^j7IcHq{hIf|A%f_Rwol=HhBprJk zT9n=9r8c0J{g9nugIds@<E7@&ea_MHW^<BD_p(ch(!?}9w`MV;pS^WTaPUQRzW6s% zUReC*?AI&OCJjmx+ZXP>9ezR5f__YAJ&!)wy<WdJkBL!j$*uhY9jT8`ew!Htm!(gf z^@}U(SVhDkm{c8%ZVph*gyiY?{Jq0HpPDbe8~B@Ee()&oPtteNen$7;Tz985QzZ_6 zx6k)JJ{p_re`s{;8Qm%S_T?VS(^!8V`ws2DJzrSzw*9*C65LK5y|xl7l#MiV|E&Ju zg>!vu<F88A4n>5n9ijWY^a`^px7u;bOU<e<J9{K3ld_d8jny1bvoM-IU7?0i-fI$n z;p4=SmAyY@jSMW>FWaIKQWV1S>@M|bR)+CQo-p5~xh~B1)fVo}5KL%xa8_QCTot@t zfi)?hNVs>Pj89oE!aV1t)*O*2dz}`*GmpQ_HmSC6BzIzR>B6y``pK%WLT!Tn$zf=& zDHfZ$UHR-gaqNugNpvf=X-04*X{is5aTV7*3`@gcrS?IaDYg51=&UVA-*KW2uF@DB zt*CKF_01P=C3hXpcY|Fe`W46ewx#y+n46&<NkJwV7>G?U`E0VSwv6>e^Tovu^D{hq zk6QV}IrNKH*n`s+MltS?BBE4AX)FtroEo}Ckyy#hR%qp}4^cfTNxZu*G}JJ@ZL1O; z=j9%a-Mh&_CRrn>Wj?bTr?E|<$NEGXFY)S+a5_B{xy!R6?T^4h>ixv47kv}B_X5Ai z=>8VH=o_thqRX}O^V_Us^)4-%TOxZ`=?zCnarA!`eZB3B2vnJcooo|%#IwZbwey>r zW>A=r8fvCJ6*fxm#Xl$)@n{DH)T)}{l?(Dw7pH3{G|#%ma$iv*6qVBW@c(KsXlq=8 z%B+GKn&_22#)*SkvkrAl!o7^5DYei0y7)*EQkD(niIK2VjX&bsmpP$DxzXigOHn!E z1&61UwV$b{{WCg7_jijQCt7JV2^r6iYFw*|jnCwlyrev=m8;@3{q6sIyPT&nJN4&) zGRiW=E9}t+417PSRF%C>FRp9jvR_`OuUJF0cVAZw1x)7d)G4LmUs&(cT<X{Ph*+i! zrvXgBEeh_tSM&1QDpq@TcdI)Eu-H*@j&iR2JKkQ;sjXQf1^D9XMZgE_e4~;y2bBtS z$qKJP%x4~l@q&>#Jgp!T{$8uXlh0rCGEl@!$RV8jv_VV+E_yTBt=UOaVZTW#cP)51 zMvc<zWt5&;IZ!sl$QQFoE3!wD3RgtLXHIB#@&8OL#GOR5epH~GE<eG`Us@NU+*khO z)aQMD^ne@0b3MuX^=q|@&B-zLrD#afzA&aj&KQbu@CcNkfLvAM*SVNgl<k)PaHF8w zQRc?e`n<2h;bpJS=^@diNVJt4;j&rFBEMLTIzeS|){0O9d|eq)@6>#%S43>I9<UF% zVQNU5Dl?c;Hi)ON!-Cw#wDwc6$Kl^3h9g1AdJ%#)V#LeF;9JUE<)6jSBcKd1YTX7v z8T}Qjt1%7mIZQlTEEB^8WQh`mSZW!6*$jbm8(#YNog57k^S&_He@xIZ=fp49dLBJM zF00846ByhokG?Y<Z2qyGqF9sd2yabLWAlBkhP%_nZAR_<5AmDh*sL38cc*SM66(mp zN78<$w679An7}T8i+58Y#*;si?-pX`lQAseJ&$mbX?k=A$Lc(jt?1oXT6662MaTT< z6HO7x%)tK}*BmH&^No}iKS^<OnyD<o4nAP_>N^cD{rVq5|BT<fGN2t$hr3frP5k+& z;1+JkaB6FgZCHepw`4#mQJ!*zO})3@j?UtjcrP}Sy~8b>!cN?a`9DK2h#6<cTBPP_ z1=_T51p^pZdkI9vB`8nN&GT>p?<f6UgK2W70ynHGR#&SJ*9t4YVh~$e9u@u&^Z3_3 zCT9&>DI2s>1irRd_b~#<4?Q~kI$tmxp;~c?@@mf}{~^Ua4dp)_?f#X!rheKI*<vtg zchvH9BD1mvtM^yP1*=q3$cp;rY*v(Pr-RK7chBx4B5O0*%+ZF3XUr2$Y0O^`#H5pr zzAG0q#;C;@G0E|6@04X1O{dHrOYH9NS*yQ*_@gwKA9XB?@y{A$>cqJTgGZ@fVvgnX zyvaPK>7^ex^<@KI{t+TG*kfJyEGoxLbXjthjb&&AD2K3Qkda@itK|_owiyFzY3W#H ztd)B|ca%A)NKUj0x5OB~n3vE6FN2$r<5bzt?*Yd}M<Qe0gdJ7&<aZjg^W6=_*swYV zD@$)l)y%s6hai0?rREDVrniq{U}!YhYE)H|n!QtL7EpwSMA~E+DrHCc#~TlMv~U|E zoW?cBc+QqCnbtEHX?Doo?V2)IhN-YWBi$1V7dAImQQ{KiBFo_$@tf<Y%VW;<h$RjC z_$9Irob~=gk5a1Yd`$eJ+7#8RA8GPphQvvajh7^54o9?7?rGqX#Do4GP+}xnwL4lv z^etweZl2)oMc?TYJrOZxiP8GOQ4(^nt^UPg-nLuiKDQE=w2n?@XJ%Ut+E-v=@C@DW z*-)JJR=(CtWS_rtH(9t>iO2R!v}ob1ea;zH$Hq|%s;P$`j$p1^>eFmh_)3TNGJY_y zB1~C!Vu+06Z8eC|)LW9Iso)N`Q%2^V{ajimwHz)9!8}%hnwupG<b3o}dmg=7<h#tr zq?L<(w#rn3s?^0;Kut+pLe%xLQjumrQHbiemu)NM<v~xj8Dc0om3`ONJ+RcC(G-a* zfE&H#2k^!hUXv7A;19SL>Y*3H@^~&>;MI@3fiTmfft=P=FKffiwDYZ}!lubpGZ$@Q z8OdjHBU=mtITylf$J9QTZhkcSsKwx_Li9ds#HQR~-UuBYP`x&Nhh_pRBA?W|pW`pG z&fXF~%{qZ<{8wT`{9usnRwDv8&30)uIOOJ(PbsN+zryR-P=r}ZX^bS<BlK9bPyXx5 zI;7CxyUvw|r)6IbEply7uLAH#TchVTjxo7obi;D3p@>Rgm!HWonJE3aI<=N{bw@t@ zT@`Doo$Y3n)g*q)|C5w`T^skroh8_PaOTll9lXw>M_ht(aHcbAP;JV76qs26XF~nj zy4iBr5?3`jOlY1^bpl@7AC&O~Z4>TZW!P{;ZSnsj>AT~aJomRxYn7^1tSv=E;Yd}g zQ9w}<!Z@wP4gRWyh+slxsUR_|0AU=Zie*SCvWKT4Qe}jp1cVR~L4g2*vJ3<yVUqv> z0%5+_<J-^2zlxIa-1mKbuXVE>=0EU|%NvPEB|qk;GedAPd<E#;oO8+gg}j!b023&^ zcbynf2^uAwrnsCGqq|(&(NI5I^E4Q=p1jsgUYOHu3Mvk0^o?;+fAJ4Yj~Kt|>2<4$ zl-RyFGe^GryJleh?S}K^Zwkd)L(_jX_{OGgY*?~Z5}Ny{OspzwIG=dz*bPctXa#`W zIn(wsr*oqmuE!?7>Q2xkC|)v1SRf_y_Bo&XFC}F$$1N=UeevN_Q8xR)jXDd<8`f-A z9S626qk3DfZ>C38<LC1NOV!AY=Z!>~CYwwFhO_*t(P3sij*}oo^uSnDZT?cgrf2B> z<+kR44nORGLhv>u8aO=4=P!dzEc^o#wS%-PTYaVX{_!<migi5~8J@QoS*9i!nRZ&l zXz)Yh?2j_JkaSrVsD!E$I?mWJm63>=r6S#Cjo#Hf*<t;tg;gTw&MqI*cG{K1W6MVt zum*^&)T_E_7egpNSyqukHk_l#zi&+7_PSd+o3or$3`8GU4?MJMn$KA-?UqG!?LvU1 zPfWi+X*vXC)l1bC#ZH^^!`!R0h?mlrtF`~ayv1NdEZMKLE5erYHB)aqOo7e1niR7X zTiH%>eA-IYZ3O+`X*a&1RJYkcg!<t_X!NiWHDB|z#(TD?Q0JE)ceQ)cE!-TB|9N+9 zI~AqCfW$r19%=apbvki!kCW=O6GdmA#VjuNh6f}XDq4$+vyL<KuJx#}?sW0a=5vk4 zlK|V!9@Ig@qk+SOd}jaTmt~*xdiR)2*`r0aTgcSwjz~n}`Cw3n5Mxs=Raa_1LRogv zX38>;1yv;;8&#Rb3y*dQ&=G2|<E8eh73Oo!qbR2ri?&gn;xt$*EtUp3G!>fITt*tU z4vaH!a0wP|i}R5^1+LC)%j*6DR8n<7UYzKXMY)GIJE__!8Ryy4Cv78I1-m*&oRk^U z#8_tYHGTPjJBI0dE}b5-(raM4Z*hN8O2dI}ZhGyadCrPPRJGN*(dSl8X8$lb`04Ww zP4wID){VhfT$=SIK_KMl{sp2Mk61~}jL3PEoN!PvV#eQN!c^Hu8jU@{rnD`PX0>Qf z`RU3I>=#%Co>Ipa@w~H}P+0iDp#9Pl#*fO?>im+Jq*(0=0SVJjqMu`GK4_^1Uw#ek ziy{MJ)a~dlt00sGkP&tdapOqSW<y0cz2n;(l9n6TdNbDYOg@|_J}$z!UPi5D7}lf& z9MBn!9p=PWJ6VChJgK<^zPEw#(b<jN*1n68WaBRraQNRVv}`HSc=m7-v*TUNjYOF3 zjJF8wDSy{c;xvpz;hzaKR{`){vM{CR)nb5U>&Aq?&o-{#qS^?;=N<piTdLn7$-V!O zR~K=*g&p5^R`9{%o+m#x7UB4RqI=d*u~##KyeTPQp3<XbLMlz&NXRko3^uh>yPnV< zHng)cd`@0hsyyNrgdv$akzL&8stCGl_d7*Ly(k#ego4r^EyB8(mq@n7?Odi_#Y$Vj z9$a^b&dhsI!;DMw=br5Uy6Z`Kh#G+Hxc~G3NVA3muUDERxU4MuDf0^h2j`UpYZ|QQ z99+r1uJ0ptl+Zq|J4$@h)uaZn$B*`K!^Z`6s4$t0^#KjPGj+neyrOgDmTof({|vqQ zdi3;q>(a35E%D6|wZ5V`);HUZadIDo5AJSOcVj!Ad&>Wwse(dbmJ?4BTZ$c9D>kET zp#D57V+vc}9`++6QCInKW={tX5>Tt<NtcC!2|3gD=!lQM60SW8j4myS@#Vf*vR<xz z4XH|{B&J&aT#a`+bzk{$mm&0h+T`nQ)M@ssu6=YKL}9zo5T^{fm8rT+l^c>A2E&E( zG{)On<M&WszW&k=0nt`5XO3oZsX-yr$^A6L2rlOHR$gyF-ZV)ROOIFtZtkHx2<~H5 zvPd4Xj}&M9d9CH{ZjHjJ3(J`JCN|i*>=BlqB8CQ6?X1vEWd+86<Z4aX`*I)F&=nZf z@uD<Omo3`VDUs-U&bM%#5b@VQ?_O2TUm#7!`5lNdNGRCVa8C47T-qF}!dM`(X7IJO z8iQRMrj=kx&Ikk`Nj?K9@<H_v9Bc_5+6Fc3o^95=Mcav0l_M*8FQHbfVt>W*=htXH ziy_nXJhT^Ac`9j8b=^T3%$RQ$oN_69cZ0&ZQ`4N4+EvQb8&E@eik%~6ytXbbgF?t) zzVl7IW}_Wqn%~5I?ZQvsAJmB;nZsu4jRE>ymQ~?5R3!z>2%-{?MR{89E()a$xi8cD z)MCgs-S&@blp)E5O;)^Or~FL$I(1{$FgtW7kJt`<?=)GW0yOu*HU3F-kgRXbDLD62 z;<504j#;Ee@3i?P))YpNznVS}@3~prsIPsWc;yFADNDBd0igG&<Z%xwIxC)6aYD!P zAM1l$eO2FX<lric6*aq8)2hvlPT^zp)NWEMEwtV08$Ja@P_Aa{GOBTj*>fUh`Nzw4 z;_2sVn^hUn6g>6Tb;ffLrM#^pBsGuz{kqD)VS(h$F7DQlJRHOE-LoFlrt}3aKuKD- zO{q3G-{w_4;HU4CHsPxuq&FJdctp8>lrFR%4)08!laz!^tV#}S&RaBIlt0UQLuid@ zK(Qj~kIHgu5h3+n5~hJwIzMxDmNm~C`xq`>*XkXdO#o{7N$22Ysjt2@r73wwqp#VV zRw{&720;cK&~cD6NACR@I{Uy|CDj?5p&D5;dpM#7`=Iqi?LQ2|^%mvw+KvOs4+KRT zy>$fDmfq&tB&%3oXxq{rH06J>D*K1V1e=ak)cooUpPpUX!RMY^&FpVH@9U%+0P~aB zSON7)IoLxPV|c6TW6M7V5=DriUb`%Fy$i=sO4Bg<lcOn#kScg(VKxlViy6UW@Emd` z=XlUc$#zy1J+EsCKrB%uAbQyP;?JBX`cdtq(lYLID|Tk}t@7jEKB{hXwkk9cy`hL? zpXT;790HZ*VYDlS50V)p_wpLr74{7^p`0<{8!CHTuzcLW!I#Cllhp>tX+!E3dDGA2 zA$KcY#T(-flHF(T)?Eb;2Yx)CGWYHcI4p`VXmq#HwWNhdO6gf&>TDEJO<vuiZEHMl zsL1ISvOvv%o(Ra>*EnmO$6X*P?IStdt@{xj!Qq`JMxa&$cHfaSzJrRe7EgKX$B}gI z1Ae-DEznLBm2El=>8?1WDQ7qU3nrbxV5@Fcosf4&K#Yr^>UtrO6cl?A=Uu@r_d}7V z@OE_n+M<g0OmOeBDw7bjn*j8Cjahe^#Jcw#mD0Sc8!m61wik?Ar#hZ94(Otf<!X7@ z9Ux_Xq<zMoQue?^AgE_BDADxl(O7?d>$`QsS6>*I1+kYSHF*^8>K3{tJufsJh#b4E z@0~sx1du$bZRO}`Vvp_wzxVV@VH%;Q%PcR;xRk5xHkoC^$v(=xCjY<ewi6_pd<{X4 zlgHnx383PD0C2Y&5Q}KPu-mBO;s}^jKZgHmx%A^8r0<vJA9w|(ceuUeO*Z}wms_$s z8<O_{F8l8zl@jM<CxPE~22c41f<AF}iic8uhh}I&dpH5I?|sOk<;e7K?|SD*)Lv#Y z(ABa(D(C<=q$MT5J1h4kJ<8{-S`K^^nAmI{8#&CdUzk4+u3C!yIRC((+fHiGUnQ7a z1#omg(W^z-p&k4+@f0a2(v?LsQ2*2LE+F%?VedOUdD(APrhQdbb9slhriCfo0H5<V zCLYUb?dU3g6VoGcP1|?Tyhp|9sr2<$@H51t9aepd+%B^zuQ)0ZAM)o8-s@S{Z}V7T ze{fzv*LxoJrbe^WYM#&dnri4)=wToSV)np!s?Op{50rV7`f}4k8`?p}sKqa-5PC>$ zvupWrELkO?O=pFdetBxw6ETSN;t-n{Ha|U%eBy5S)0k_J!wB|dOm5yFt<F9kvt0kU z+KJyhe|VAPcn<rye5SsK^8Uum?s*UbB@}35pdr0_82Y)uS^~~`<4MwRxLZfJ%>ST8 z`69&U;^QtFR^UcKMH}4Y%m9ME<bifk4}RErf>8QVr=Ub4lt*7yBgVIWNovfQ%r6Xe z>@i0!9^_S&Hyf2M&%ferOj^J$&3*Ie|0uuIJ^E5-e?T-S@a7fxO2Rl}w%CZK&-OPl zuG&3JbyLfk)jCKzMn-p!9275K5F(k_z_RvIA~&puAHYFA^CM6+!7@5(?0VhjLu~F2 zoZ$zI=*hRmC|5RA2%#DoD)^uu(_)h{lz0ysr2XMunZFlK^?<}>-C10f9$e*nD`jCi z=eET5?kS#OoKG`74?T3T3u{0`rtZP<WY#YZCP+IC?pBRUJlGpn;A!#fk47Gz0k*F5 z1VF@*2p<mxwpn0q)uB&RZ%|uR_GrIYaAb6gYF?mZR8A;1TTiEM6ue2D%5EQVD(l68 z#3-v6eBp^kN^Y*q`KzMLtRJ3R1(#24P*OcX`5L4H*F(FT&%N0#ObQsVyde4sYGN9> zeQ;aQcZNEJ+yoVj7PurR)(ZQ~?>oDRQQMf*tVa8tShg-JCF0-1JGZOuvRJa2B5-cz z&)kp-fdDVInFXPg+`;QjW=J^jAW$EpTs$Ni)ZpQHRuQZL%V7mm-&Fu!7Q%gi&4)a% zRmJYS;}(XYw87nJ$lH)4-(X8N92yPUQU?FX-gFh{vkVtzi{%sOnKi~nCwbh0DW3&- zc}R!qYSkKb{-WH9m~gzSWrFV0%WGIwIQpz(bql<G3NbsbqgJR6S*~``Kz|lJFV3aY zEWvpw(ol!8cXIHzI;G@{ZVi+3qp@{yWCf>X*KgqY_9sV+WT)*O%1_qRWa@gn$Jo^p z-&ymBv29*p_i#4$S{=jY)mArts++?8vRw}dh=>n0qEXIk)hk%j^B;0hEnVMSsO#}c zKG{y<hmlKT{eFdG<V9h_rn2VJ!g;+s6DFvnay3uD+tE1;?x4>En1mT0*UOz!yT(a{ zQQxO~`+2?~al(8GuGsO}M2jw16OoF`xwpG2)FUEVe^Hi`JLp)NRy|PVui-hrOJzsB zJ8~MVIl_vU?Gm8k9u4X%n>G(3=Wz>mjkCQf1oO^zo_3v9Ur-sKGr-0!gmuGxV9z2j z-Qp^sf|P(f6Y%00{l#y1XAdZ9o0GX)%G1o$;ABuncQ1*dPmR22E*GRTK0-Uu)hQSR z)jJEiZcZX0R)Fy<$-1MQ;W;g#{bg;*^!}om?DNX~WZZ~t84{lDSKX^M^Etbi7^n(( z$~WO!d2h2VJ(hdPq&-2@?9UZ*c(nm~uCf+-aH8EqLXt>SVfO55oCO|C#A919mHSi7 z7@ih78xuX0_wiNlwvJYggQpyf=<2wpvoYuvw-=oawc0fTijK#7%Lg^V9S3y6$Ni&S zI=Qh+v0XNgO<vj0OACENBAI#eRYyQd$GcaLX{(;-Z)yh-H?ziHZ$=>E925P-d15qP z-r*rLOPzy~fMT)i%WSWqX%BpMH+Ob-J&{f~XLr`71aw6#d&@VZ>-WQ;ai7~uWlvYp z50#xAv%h97&uSx)$2+Y+tCKg;^<<ds?C0I1F{wbmnTd{R{N&PccB2caiN{|1DS5gW z;0hdbOIZYaKl5yR`4GToYw-*74<jq-ja0^=TSnt^J(3)y7+nv2RK8_z0wXR6jP94r zTQrF&H1W>K2v?;vMeM%xmaV?Jww6na{70z&eHuf?x3+=wy07MpTu=$46!al^FC`7; zxMT1mIgdtIv$(|&pYK^PzVEj0rSuQcq8o~xo_gr#21X0PCbp`T+O{mpp;2;i%?KY> z22i>4v{3dhgJ9;f7D*zi;-4x1`n9}*nk5ycPiA#rrnl1CpuQ1@w0*ezxcGlH_v;^Y z17Oc<HCaAjfSO`uD3|qe@%fW?ygw4K<--Z5AwTOw9Y@@tDzuOEQFY~E&#mgV@&ltW z!~ipa$<v6isUS9<$tm-z)`uj{5gMZch=>jCi-f0U@s+Ay99?e!j*Ff1tSN!!7raY^ z;zCfXY69}>3?G#me8ny+X%ESz8H^$Q$v4E<Q_r4t&L*E93Adw~%V*{)-vXVz4cV3c z%scD(3Oa>+#Ux=OY-SB)az!iFYKo{pK&N>E8ATb0m`jy<QFsNxZ~#n>!u#>4L8`h^ zaR1r*vYB_PhCV01HAx`v$WHaL3_>L#oi=U%JfthvNW_lhQm;o#X*OxEwnFtCubtD9 zV#xqKM_3=wc^<-5V^tBl{7X{SIMHyWpuDLup#F0Alvye)KeO;sR$KlNQygNL{F15H zhpjod3hgMnFW^A~VJ{|~8q+J-#RpO~O1Ekc(w&UxqDOUWVD7FsvWMLklpMR*<|*^T zyXm3aQ*JHTl@g<?BlDT1;Nsz--B&d(5gW!G+P<RY-!MVZ7;zd@c3;fsy+MGfo4N)4 zVp96F?PLAij&7;-#qN_P33FPuoF`-UxY>r-z@(%7&U|$~%iOOzL$^6~W6MZig!KsM z>3e=tez2U`o#gDc+y3E%f|9$;8NGM7vBCXgY~$wwyzC!@_P9;JZOtqU3lQrIY{k^o z$`hJVaPCl^-?dScJA+dHK*IWk=6pF46<12GTYY`+w5eK%_J`Yi%_~Ug1+6q9dQ?NV zdx&pI9Gs|ocB^k=Gw%U8fyLFipd>s5j&t;==qJ<j)Be+R7gG?e%KHf1J_*5uc@nA? z+)!9-7%%J^3cH1HSzwaA()9!m9WaIYCS{AGdxZ90K2hk3S;2PJI6+qY*e_Ox6Q>cn z<{*@@KQlO>>kJYKrylArZJ(2L!Au6In#|~<w3DRw^oj-`iO>|WNw8xz)z2=z53vyy z1hm82DZl8bL5PBO&thhYvq6$m0~ZMh-g`|SjCS}E&!$=>o>)7RSC{Pwhly{<-m%jz zRjFOAYHgi0FXTM-7F8A(4a>S4mkDu}?XNedRY8*O-VgZ|o)g~?KkIvofg4%3z!EUv zS~<j~jBo~=PlIxE;v4%XspS-Mft>~E`iH2$NX1U?itkyjCO-DokjKGJ!h&6MaG{zW zR8-East=o~mF=FWm0hoe?=ntT=H5YqlcE*S@c^mu6lYj~7WiD(qy?*nlPDL&rsH+; zzwl877{J_i@Bi-BDF^HEFI}}uS=`H})HN3ZCh56Xx2PIApYw_eZS;9pY!^=WV%7QJ z?@!MBpuikoThqOhK1NO`+;wkpaX)b|c>B;Dtlx@509QZ4xM$q2#_JZ^??`?Sya7ak z*cNU85QSWiSl^Xw%8XZ%OGF#VpWCUbh<cq8K=60ta>c6o52YO)TY-PliM^&}ls+RU z%{p$V;{tafqvPkhYyI`$j<6Y;pJM+{|IxWiFWFn5k?gvm@s%=64qLwpg3SmOeH^pn zJg!&u{JEg2GA?<1H}8{q&d9;pyz5Dhu18VZY-|W$KQ7c4?pZmejG}mg(ZXd!maFAq z9(FI}6p3?yTH>+V)PTP(ny357%yF{iTqxX?tyI{Mu*XDdFT=FLGH+j!^gv-8C$${; z3NA3XlmD3@3HX<*Ag8;6iSW>Fv3hz^C{)X74VhN{98BF6(EK<XC!tCXt#6eB!46iu zx!ebf4Xy=st$|@>D*HH@utdrQ>g;0MSetE=n8ilv4)aT63E>Nmzs7NUN~i(F=<cHY z?;5a@S#K?GQW9eOPSoK}JlS}nawM+XnlMj0pgdtSsv-jd*T-x7(_)`b&)#O@*SsUl ztq^V0NSfJ>!7(uVF*3hk>Jds!Dj6PJ^-(S7TjWiwjBZEE@&k(G_hN`ycH5U=jkTXo zT0}203~hSwLOhrj(0kWC3YzCm`J;!rB&M^XJUi?7R^R(Y#v+|*d+F{EeUcm;$zQ2< z?EOjk_D-Ihz?{%>P{$ZZBJaQx$6LJOd@g~onXCJ*j0|_Ljtt)t7#+{XNJ4w4AN2yp zyZ2mteZ<MV0B3apVV(7~drHwb4UUqgR>)I6#ks1gu%Frxg{!<I<D$XcGHP^N_~@8O zEcu=(3y$DYFU}}ycRh(FcPz+{B`&5KD!>*4)7+4Jqy)eu1=~&RLfDkO<GIn-^_xr* z0-^zVu}$X#NqlnhQE}M`%Ly+~vV8&2gxRA8X7i}%k{jDCto~a8#iD!y0>G4g3(RQH zto(dbY+U&2**<uxYn4j3IQIc`pl;LTmE8XZ=A2Waf;B=RU2kSXTdvj>ZC)ZwhG+d) zSG2pK>z%kB{aj5KPEKfNYkbW+z76z<ZWWW6XUhVI!l&xn0U0Tr<8F=F=S97+b!eNB zI=Vv>GYsY}<?zCKrsY4k>Yh#Cr%hWV(GTzzLk^L24^{GX59mm(pK0)u7COkwuCtq+ zDAArUK<o`Z5Ex=E72iLkBfEG-y94BTyf*F=VL5$+n@7#vd)HTE7lw<m9z&=3li<ER z5Fw8X;dO7aY`D9*h~~HqTdNp119~KHj?WJ*?kj$QQLchi=hA^Qj`Gg3wev*5R2-$A zR}k6Y4%Sw?+sMK1&P)i6k+u(IcO-M-WM2e%@BTGi&nfu6!E&v+Fd}skt|w}u3+-Y4 z;@o}$4omH^@r4%S9^emPAh}|w6NgsXZ6_YvLS7#y*tCA>XpC-TT`IqMg#IuT{AND4 zaMy0tD{g0qc_;1n>M8?K-vB;-^Sgo3Il+*kaVZLMHULVLnMw%Rg<jpSm7zp#>^$Le z?uT@54Z?;{9#R5A7F&zXS>KFgVpe@{u6G1F=-Yy+AX~7pKnTt&-Pp<bvWl1R(P))< zG%b)KIRop8k~1>->E@H{r^)+l{KatI-{v;IM&9D#ibmE-owMa{npICo9}-#*0e0Z| z2R=5Q)4G4V!B;FfWeOn<R|2(-=#8IDg*RwkOA<asWhiMd_3CSX?2G_5g!|tQJ{DZD zH@e3YZatYGI7wkYi*u%-8G@duOf8wyEeSsWD~;3QZWt^rducY^VfbiFSlB4L?WNW` zCec}m&Fr3mgR8b5)Ju4X{Hmq9FR^>3pOnN%!#nGZQBn(6Ld}5lXoLGeaUSUQkCJ+@ z|HUCz#Psqs#zJ&cBilJRoxqb9&0SVd6<7P!jww&@u9Phrc<HY<IX_F8TVfs~oG0BC z3Gl(c6(8eVEm0dg)(@+#ymoM#yB`u3biFIulzfVq)4g5wF${G6ckmpj+7$9)MILef zdM+BfG~LXKkHe;cMaZp?egO{WynkLHeI1Q6IPD?lJhxJZec6}&UgOdgyY(03GgLkZ z3wzc);bn;6QjRXy!ak{h{SERe&m@SIXHo`ExVDB~ws=RPoZ0d1u=U~rDL%q^Q$K=n z;4K!_*Mdg!I@trl)meF>-D>LJg}b14X(z_eC61DC819%pWXPgT@U3WE8nAq6ev+*4 z8wT+Ot6#XCDfFHDN&p`G)UIct?a;rG_o<e9Wf^IAr*;kR_Ro^W^7cfY@`&aga2~=0 z&+9dIn8znv65=FhV$2P6nO){>q_Pb}>uwYHvRO^@AiHfR9{XKA_@+m~tIgxcpRlnn z?l{m!wXD20LD?sbs_O#bmN=e>@%I_UM^<sqqN#vaqBg(o_Re6Y^|=4X@Q1h%NGDvZ zg-sgey==)y8Fuz=*f?FRM``=0zqrgWZTp)vkEX$g?xiwqu+*Zbj!PT{Fb!=Mq+@i( z-2&`*Jev6Q4OqxGJz?yl=Ib_hJ*g&1x8-7d1n2dMkGB-U)B#j%`Ik$!TbK^wFZdmA zLkzVw%V6pu^tNjGv*4<(CqNcQmmv-sBq(4<uaM75=6NxJ(Oy2D7?HjrqEX-{D$MaS zg+KA|YUd=cx5S70jnEV-+=_=aWAG>zV~479**p2qwEtsU?{5;1NpUOHCoK?tjMYx+ zECf2hA@3`S?_ScvD%ibQ|AI2!XOLsCI{VkueTBVnQ9=VxgmC37+1_4mrfgyQ;RJ*& zywv1Zq~THF?`?G-YNnm~#TfnU9xlk4qIE}2H+6KsB%Qfn+AjDweaV{7{*(OJpgq{l zPOJs5WiWa2ON;V(NL7>tn1u*y)=T;QSL&xbzMXueWNYDR*Mq(3CV|dR;2JEYECPf* z>n<nERQ4>U&xrHFzbA1EEUfDLFKB*MSP(|uq_B?-_u}lv+LbjGV>6q8Mx7IS-mhA> zoixOW;>xuBL!2^y?k|2tRp^ScVRJM{couU#x)Z*~2jy?zdX8=yUJtkTWmyg5GeHc{ zc!GDe5K8-d8%7+Ji*2bh=PJ1Ocn|FXA~N&HEzC5}#1}sGS*?#+HO7AhJE^w^jaqZV zpx@*8R;Vzug4E!4iQXB^_ExD+h8F~@T88uNP=E30L5cV^+vVK<QoZi3T~Z;WFk)SH z5tDiH#GLiJ5R>(UhS-i61>sV4dP=RLK1Q{;WzgF)s(`<ANEJq5Msy_Y7bPLLETqIX zHUNgeU^8b826$cyVM117=<jT7FM;M1qinq>Z@BE8wh!LWryo=eOI2Y<Py#9Bx7g^7 zhsljd6jb_#<nT;dLKMzhZ2TwVltBZSobRj{-*7DRRohd_J+jS2ZO|k;`w_9@T;Or( z)rH(RQ9<OEc$`CpQ}>j8?7XU9V^$z&1f_3y9<f1?!HCG02ZB)l#WDtY8_`Nm6#bNz zUvm6oZ2$B|x>+N*<x4_gyHH`@Tx|EMJ^}PO6rij!6BcS}!^N06@+krOaT=qH@`^#) zk1=QNhD+@$)w5Z@O6_-Oy0y`16QGUoI$@Xg@xKExWg6#h7wpex=e6L517UJ{xpp*_ zFtd~f<9Vk7>NbYuEvlb+ZMk|tOd-6mptvz)LGr@c(U6)=hv|qC89oE!f>G&5tu~rs zVtiV!DA@CTh`DLIZls-K3&wvRXuKl#>4TEkw;|@r6NkYS#z(YHICo0z#cCm#iQix^ z+3D8pY_716q)pVfCmyQ<e1Cq;`P^mpRN~?~;t5_L?VUVs1V700Lcsz|Bn3RxkF;%* z#}{g;gUA`QsFuVtVaeu$eCi@>hy-RPl!B6wzj2E@@u`-qP)^;)x)ovVZ0_3^<j;Mm zG_U6&t7o5HAYHU)&9Hw+f2K@Wf4J0E@Y?|!e4VB?1pgU?991Eq7~^9}XZ(`+O2j94 zUK`v_H>%<iZ0o|O-Uz?fy)-w_9Fh|iYNHT)6Y(Gbv8s-4!m?nqO*7k>Af}l;kp?2y zcu{@3p$>6!q0!${*2e4G63<3&u}uX$&Gp{;JCk3gZghOw8=g|1v@;kk@`lS*2n0Z} zZ;-~kkT*OU{O;rQ&G7BXpGU6k_|`EvE426wTeT20Y<C43k*T=ak`9{kvfUG(v;KLd ziLg^6kuWZIICSfv!s}$pP99trrB*FG4~=%{j$YNtZ<gYGJb)2qRmRY1JeFAv6YVF@ zi+qEDL_GKJMUejiEZhKx0Mbyd7W3qnf_Q^XA5Jh;h-qtsKDOe)ZAX=zc_zTQKBZVJ zn-Y)pAYC^01$7^G-!ruBgc)w}5Gl$5jNfy$c$}h(?sCqe{4($(0+&ka^Ag%B>IC(d z{$H9fn)D#-Bbn36sNuyKDtaX}M@!SfvxU3~@RviTvlA@o^cs_PP0so<+SNr;w<~Po z#XX#3F=L~2j2OM@h!6T^_;FLf{K0SlcS`miuIO#?3jmN5KN!0SDgXi<BA<dI0dvoF zn>VWtMcl_`oZ2NtRB-ze6tw4Rjf9*D4}?-j&hE&%--auYFC3gs%7mAh+VSmPO_2AT z%#xS}aK>lpdb6>d<WS$&K=WS(nQ!%-xdgah<a4%t$xo~nwbeH{AjFUTL-K<@%eydK zfWOL1%5af9q*wD{AZ$lKuhM*O{i-4+XLmbwtM4^9RTZdX-(%wRv>~$$yt51ujkqx- zSnRs`5ort1&)uvlv~NfigL+;hUB+s}xOt<kk+#lkjNDGY>#sMyW~(p3zY)1ILa;fY zgRlX=R(Ejy(KwCvG=uhkYQ|7>i!3V@!aSE6{z49k^2tzz&du-xbUadoEd$Q`A#y?) z6_L*$$tO%V*@*`^_c>HHLRDV+rk9fz{Onnt(X_axHB<&|dlEb?4Uh7maKWn=#s9we zI8()jyeqOU9<~HVM-9A|IDLJQWA1>;)(`g|WZiL~!Ny9sHck_c9%Z*NA|rCeZXB4X zV}DctVKd8QfYF$Mw;YJd8R6)}W4?D1W0T0pf|bFA8VUg8%j$}tJ<@Gnz`AldhfJV? zBD9b^oQ&uo^~B<8Xx;<2u=#ZYRb1VcG3|eaox&L%vt{3A4~#d~&@{+9dL&(RWdd?- zRwZ^-{i4^ZCB~~w&imiteFIoDB;iD~S^+`d`?JmU8z`@}bB7Cel~HbUau%R|zESeT zJ?(@A^W1rt(|5xOcX=nlAW(J3;2G5;H5i|DnK=Z*_HN(#B#YmIs$di`HgYYAIYVoF z^dDqV41KZ=rS2mrZ04EFMfsxNIE*iaNDKkmEg<h%TeJL&M|8u|?eM2NHQDhv)pLyG z0uB*T2&y9Bi_?(F6+;E?jU83#Q`6l)d3p5S53q~MF~SAIV>zngz(RXB{fwML{N3HW z#bIxD+dmA&pf}C2O5SSu;fQgm0l!xJvC@$ky3Sw54td-;O77zM!k5(5Wg8L8g#iQH z&-4?!hX-`#Eyx{Kyg=utwLFjJf+@KzZ}CB&*g!~a4?0-SxDoy<xVkwl0ur{9p0(lL zhkmVk_Gmvm?a$RzdEChg@it^!*Oj4?|0yN+`NzW81pv^Zng*#q5JPL@yAdnGc2TTm ztK8aHxT5hxjr%@sNYjW_w|%v|A0znSXzqs-LVNppe<l4QrsdKX?0XIFWz_VY%O}S1 zmbcQYb-zE=Xe3Hn%;BeJ@oP95r;S997{4snLg-9Du(A+X2C3an)yD?sYZxFiaA%Ww zIVd1HoWa6+;|J$1$$QTn)hX~%Q2?gFDf8Wq#@Vg}m;yU?O%xJB_@?%>h*sYalNf@< z?t#SPm6br)RkTe&{THu@GImf%bPEdABf~xH?mED`-MLrm^)2q_Ma)CDJmG1%ml7}l z=Kigv(Y!hlaQ4v7z>?~EGCAe{ICS>kzN|SSl4S?Ee8eerUs<4;?nQIe4jy>-+1M;! zSmR-~LZ<w8iLzj8wlDXEymavssbr%8DkV!y>AZpK!-@6KhybTq?H-dEOrk_M+#&Pl z616CkS5ddQvfYYUX$T>PohPpb1qv&3uGTySJLguuT26z0E|*H|A-MFOyn}DvOM6^q zV&|9|+hx!$`*@)7e8;ydipI*{P*I{jzka7MsCRm9sF}VT*@jbVDK~XvXT<a>LBNrP zumutwS|7as73{;OaQVpp7q1Q|!hJ(_!6*LQiqpjVNs7_@w|R?k5M7ULTS{Uq$X9Tw zGc3yx1d-Z6xCn&^7(N7i9O&clY<^Y5%>3QMP6xiuz-SBsNU-iK+?66a>jD+mU{esR zc0^uWP!Hne0hJv_3ERn=!wmWu7HI#LJtmB3O)>0Ew#t}eTCE-i<kiLD!fO9J_g$1U zSV*C6V)xL9XkH_=qeUzVe_EX}j8U{Jg3Yn<)8p3;bg2HJ+pMt1MD}Omu?8h|zxg=j zevrk;7w{@l5VlvPpXqPX?sLZ79bwr?0o_=6n-@+xKHU$}q{;Fq45ypP<0%<1cd+gp z!F4Oqp}x_ZRhd18^T}MiV5_UzP_MQUMCE?+Rb;2f!#uPbWpL<j3PN6lz|{7zR2Yrx zVD=7w>a$TOB(lGv*!--^W`(?XN{xU$licQN=2E2qQ}t$~<$#VH4513>6L~|kKB6QQ zu-Ie&=(8-pZ09(+Ax8NTw|8{RqBr)wm<BudEar>-q~RAV6{;@bV@ZC*D1lRvd9t|e zl)}Ev6NbruLW{jrIzVP_L;pj5u+w`nv!g@8{~q^!GEkeKx|*O0+cnDIrPThrhHc}& z_{_}OG+|DnIY52vpVv2^qbq|d(6ZhbIEzVL$J4=t9e6$3%wSH-lf97Z4s%~LIgwCD zM^zfbaDgzfLoJ6v=B`^ZZ7@J&>nRxbx8kheKFs0$S`!;clY@sB<PF9zk7OrL6qczq zrorrC;IRKfVl31`KY#9fo=2Km&h+|60dOeZ7pvi(uYV&^UW}XW4cgy{wVIIG_+C5s zy_hpfKcF)hQS<0u0uk*7hne{WL1pz|H^hVpvE+0dRRY^q(Gqd0X%kk@@;AwUV1oiW zHh!X(W94EugYQgGj{)lwd=2lX`MIFcgT=LNp@XKG7PMKeCd|g(Cj&H4DlQ1VM_81d zAxmBJQ87HFj4OY4eaQZj-I*)}qeI?7By_~vf+kce?{6cI|0I%`B{$5{PsH$y{n}*_ z-zUFJJT?yB+bzo6ea&us8eHVOMKrZ%F_39SoXfrpa`I{Qzhh8;B;dOsM9dK~33EYq z6D|kcf@uJx&W>vYd<C7L73)%V#m;eL`UzDR=|&t*Oce%JQo#sq+o>~Ls-PV)j0&7h zutv(*Pd{OmN!XF!?)p3T0r~IL1Hi>!up^Qd=$7PhTrz<r8^U1|u=g0vaReg5DTMch zSWw*&Ir<ufyK*zyT=|cD4fLZTBoqFLG;G$~zsP?2*a#_4c50UOy0;8Z<Eny#I=**+ z@UdH^#9)GF`T#mP!*DkM5n(^NI`Tu?%fRHrix+|~f-e{V113}?SZpivKtz=|DKGxs zwwC57xtFK$l^eT38V;vbN4@%2lI<G39X9qXBIIy`(CMy?Y}0Vg5Ulrg638MNwdQT% zQ3E?9uU(R65(B4)U6RjVOR-5YQ5tRrjm7@l(QS{ij<=W77v++5x4VPH682eqT-)SW z!VJ*b43tA3(23+6bIEpZQAKc-2*A;+OR;$@$q_#-4)tBUGKfUYkI>#x3bPa&e*;jj zD6~B=TDq-ut6Mat(Ps5YxI7FN))Zb^#%)8iPsy*RF}mkOy@1tR)*Zi)j*&htpbQu- z*}yxbVLY(gY4pZ-@L(}>)jeim%FL67zmi{^(cjD5Z~O{DK_k(ibv^MbFPdky@|rV4 zi*397+ZKUKCy@Y#OV_geX^a3Bm(+ZXuY#QXwDY)xX(m;4DHTB%8~@k)(9rTcY#jd4 zqB|I{R+@l&FPM58@^@-B!5iXgADo;B(YS>TbCd++^jOP3+`k6y#2Q#rg5}%UVKR?W z4C(03#!c`7Tyh)RqRJ$kAWcTSv2-}XQ&k3tfUsK3;$D;XNUWl7k!*rnVnH4hA|VcG zc!ZfiPUA4zoqA^(7QS$pT-tR6F78j8u|)+~RPp-$Ab`&-Lakz+gl1yne<xDXGICJ4 z43QyL-*268zB@ootW|O)5{C0yAQO2T3-{A6n*Yt%rfp{Yif1Mx-Jo>tnpivbyii@I z0NyXKoXF)`RgkpnRXb+!JgN&w+RHXxJvPe7WfRuae4yTOY*^RE5kvqdtt-1i%%zbf zG0Y2bLgT_+39(H_0$he+#ruI-aHi~1<f&=@$i!pJLU`A)hw?5d=i};~)B~_({JM-6 z#_V|vl6MNje72GU`)$ru6O3ahx5?qdI+aH-5P4kek5}!cR@v?#aOf6Q5h`%XwAhqV zHS#HCH(lN$N^!iZI}xS3-{q>&s~So3+W?BW*|!RzSz|w-denwkCeiY%s|vMf;%UM$ zl$ErA;6di^Tq=xYOMNY@cjWdnQLrFwvfFN`6R2sZGcIqUYXXDD?&8VTHe32!bUt@D zT}5Z3NrK6%!2AAsLVL%dzdvQ5wS-Gr&e+q3X@1rPQ<k3W;$VU+lTRKZu{v&qhC)*z zq#P@kY<{{RG2@tYJJ?)ABau7F{8_W>No$CeGC~i0kcF<=@Yxa6*I-1d#V?+AuLN|h z^cIs>)uh3S(Qq#%4Lh-~et9i9L0+r6Lvs{$Nk=nZxhrYV^PZ$;6Rsnxv<WM@xsm4S z4>jsh-L`PfzRX6nE`5~707VJ=I}TS3BmjKxJfmnJu55t>9I<D+A~V@4&gx!b;37_T zLU;hWF8)olu8f--F`J2q-7QJ5Xd25hkc*%pe<{}N&H6H{k$aa3EPc+c`+3;&IOWy_ z%x4FH&;z2Mhom}EzAiIq7k&VD@eEQP{GP}YA+8~PA#%=MUzV8<rTMa~0zN7m<wL^} zq1^pt+I`!Of`$0F&YC>VhaCwr$s(zAvnpsZUN5(INyTLd3>Qx4A4U5cYW=4C6$FoE zCr++`#P^#p&ER|=F!3bDc#x}_e1AQoQdle2A5EK>8-wVB+ul?a#s$0@{c1XI!5H}` zS)`;!2}P_O-wH_$msheQ0;AhZHOb@IN}h*q(ZRyG%3S+@Sw8HHLw5|@duoP@GNN&Q z)o356Ii}o?`5M2h)htCCJGgBrQod^5aN6HuUXl)m^h8(1^U=}Uw0soCB-SGr>xPPn z{`)7DA8m=h#;<Mf;MTZXjjvJ5>5Oo3`8(B1Ie-6!P@BZ9AVULCCc|EWwHVd_5LDxW zHiLv|c)f~4u2_GE#5w!Dv8W5~=hzcU)X5E`c^2=A_I)KP^gvr>JU@PSY?ac`umh&( z2Dlzr-?Q8C2jSTCS0E{RIPn^z2NvY99PQ+naE>C*+UUEl3!Jq)`*6CIZ(rnl(BzLI zS}PwD6(xmy#%FMM`4j%c`)Jsp;O@n;vs3nRe>l%m_i#U0Ino^az{cCNWEHL5?hCbw z|6<<qyR2<in~a;t7VCz?7yL&!%lh?z@Z)Qkd2px&IYA+I2J~A%^8tcB2!t_xVhF)w z9*;$XlC7z$k;r_UBx7&E7T$e8BL0P6J2-806{mHvTHT2E+x<~6fFhjL6xLAOuQoH# zL0rlTznjdzKG~<h`(y%*u?$&rAaT*+Za8`Tcgf86nx~n0h@<zC6a40<ot%eCU{~L+ zmV<f)<0pRjvT^(K4b)hq0N#QeR_>3mUVt!<dkj~cxoB?YRu-sQc$U1Qj512gZ$KKZ zooc91M#q^B5?#;3I*&l~ylU6UD-c-yj3=sl6n66Fkb^vvq=ld~L!IUj?~g<+0EY9k z<kI?2##AW{ofY9*;yZ%fK!l66O7E))X*10{_#zQ=JL#yg=sAI<{~+|RhYYk}E%Cf` zbk{P5(pNy}ei{=A7GckF?E|N$Iv18}wMu{p*0G$pn!YP(;_<Y=HiXH*#i#gf56a+H zIKyXExKlF{<nwRy*ZjHnEGD+ktSP(+P1zKXGHTp>4co1f;10k~c!iJN)1!hJY&o*W z4OWKBvX5FBjFQV-YU5@eS~d9W2%N)`b**^_1$tG>*v4rMYnEb-NRC5_^|-xmTC-n0 z!fg#9meySM?*G~!by-ABNC0_3-Yem~vFYHVp=CQ^e{u<SWg7#sfRNo^lN!K-<K>ZG z^|L|&hA~ibv*?WAU<utoRak^1cCqVeOq$A2#3^MAl9K7oe)G2PxHos2dB{X4FN5#j zz`^)c`KJ~FMw|bgGy9R#Pw=V^EDf2C<e04~dr8F0$7@rYRZG?_*Se-|w18NRk|o0G z#1DHGGmK2LK>|E@d0hr@<t&5K39QjK#X*xgff^QU+~yZtMlDzS-5I-$Gi@K3L>r_! zFGJoU!YaH9xIEB|<^FX^3=V|EB^AOl*)#o<%U8VS?)z6|xTXo>2(D@{!B6EEve3U$ z`G%1nTt#@y$|!tu*{X9&!pgXeHo~gcwVMdmSVf+a;M@37^b@>mk|xUwF?2$}9NwLT z__=$_G-c^>!q|JXHN;?o$x7ldT?_ysiw`%R-yDx(IV$^Wf!T8SO`Gx$Qv2Z6@mk$0 z?B6v;m5`UVgUUGyp76s7S%sK36wFBY`#nH5m{+1J0E3zNLM@}oGHn%|t<l?0+osLC z#Nt+1zC%##JU!3K=j00_-Dt6Ij*_-Y6)A(hkggN#c!I`*Z`+0csnQ9tKD=j`G{MlH zmTo6xF({!CP2f<VlF{={ASdnRql-{G;-Aedl6=h)?8Za8&(g%Id*|na<ZvGO;I2{N zgY#rVnLHk#&@C(}hAu4k>9Ij`**?36^Ac|*mT0D$aKZ17dQa~*8h=~-Cz0jyjP?)V zsu%X68_9v$^LOgEyn;96O_<_<_X^MEo4}rgG#ODu)3y{awV@IeS2|Ee{Nk0PBjbTo zg5)DYg0UQBlk;N2YoY=?fh*mHKNr*;36L?*i3&c|Q8e2M|1bdUirjt-vC9FTX-|M> zK;Xf^;kgyEuItPCA&f)c4(#yfHf+R}`WI};MC1`ka<*;=?QvnR<?0!@V19Pl6ImB@ zRhAl~Ttt!2NM2!5>O4{wPN{B?3f_&<L2E4TO`WiE4o;@Qj2Kym(z?w8S9U;j&^#`i zv(B!W+4_|P;`%7m=Iqq%uWzLUcvYvxK4ElBZ+K@VUXL`zu^^Q7!Dpin7>5-bpf@4! z%A?%PwDIqZ=-Z}4oJx}ECx$xJBnQ*;bu}~UXr(}eY9Fr`@r;vGt;GuwUezOO%cy38 zImt4Nt2nlu-FPOc8~JN4nqQB09NK$k=@F6r_mFi@QCAa8AC|Akqe&LQDS_bsyF{R# zE#EM*uBd*G$v|;J_$wZCjsdk(F=q5dl7;AHeX$G)@<g1l2zNgUhWqO!DZT`!51s)| z2#3j5CHgbC)PAi}caUdv8iC_;z$1fHSPnDVA*{tGr3K)?|K3A85EU)>ZLZdvsrf|3 zlo(Qe=SZKiLsvwN@$&`FH>vpu+wuuOM}%ex)mF-h*Y!waAsE2Hfs0<8TU?+Q0M!~! zXu=+D7uwD8p!m{tfhkXQVfsUy$(oD7<|T=?+|3@EsAt2aV)@6Lnq}b~%IAV(JZOik zs*C1>*otpZ2CZAD9rv9zh`JJAB*v|SoWAb(7F_B&lZ5?Ihcbfuz(!!$abbX8K18ky z0PrSUD_7XY7Hk;Vh2{Mrj|=B5dsPZ{y%OBNwe$X`T+n7%tjmm38VF|!ct%`yjJwi# zXuqfo-XAblXY7D6uwR`|2uz^mx%=hp&PKO2%&gswvryiSB7V7)KKjDbvfR5`O2d@r zRec7NUw~O)^!4bLBW{u5izFeb)_87v!PFaEPwuycc)H`2zfZmiBtZ0al)up)LiN^e z!tH4S_Pj2_+Eq3*4c0i^Ol@g_fn_|3o~=`3U4Jz_-zv1H1s?Q)842d<z^M((4!^P7 zf#nH_st_B0D2KU>yu!GA(OJh0MLF;!z05wY?33vfthtgJtt)#vA=l1XL626T5TaV% ztajfyP6LqUYkIIzy}r*;66;p3*7!-uZkaj;WcL<9N6s*TShnkUs2c$JjsvhlCwQbl zp~yiJqz%M!h>)*<NEJ!#gF^mRirL8<f*|1%1TBClswqCstJqDa!HXcCxj}hK5hnR$ z%{iY|N^^k(%;I*U{)#aB!8L6u#m&mv%junHrqsE~VH+wsBea=$nwEjlI2yhuEGZ9& z%9E3r;9uyg+B}OP=oqkYFIXu_0ne=xWBaBxd7LHIxzv1@l|msaLl|+yWg+vW9N!G# z9dSCB{SpBG4z1)%q$btmwO9PP-~?Ahk=vj2iP_CZU^Ym9h3p^U&xaj?G6)jzG&}wv zxHC{_`!8@Q3#-8Q`>|Z%f4qhvTuU7RdQ_2+iAgRfjp#)PAsQbFkbFlm0@NqL5Dk0m z2mlh$pYr}wjmVmwL~R`!A{o5JfAq^c=Cm|l6W<ZN7Ma3E;%AH1C}<trMD(y=(?vU! z%OAuqcHvA$1nT?XtbuAkJ_+d$jIvZLRd<8qITbWRs<N}rU&;HxBdQQN*QVkxF>ib0 z#GEN?TZ>rML%IKAQC^_q({hwV@q}}dj}p=P{yipyePM6+p42Ywp4hQL=T3T%_v{4w z52APqb!}e*NG*Y-LJ=cWvfXFp28*QEk+hEOL`R3grX^y6RWooPG7_jZA=PE|Xo36H zweh!b83k1i)w*^`Lufw|f)So<NDkkk3V)mGE(!Q059#*8OF>n>PJw?ez@ieM6jPm{ znYU<j)ozex!`nPwn-jO#<pp75d<|$`<2ll~)Cnn7t=oP@(S4IMLXA(wKP!1AMh@d3 zXAXk5Q{(N!HmsHdN`HctC~6*GLv(<>S?XVJ?E>bmUlQx*^;Q-U-iDVk65-0(P0Vxl z82rmaKGG^s-t;HtDL;(!5HZ5N<TK+X{`3#@W$!*n><@HhU4H<>OduMNfVqtJOBzF@ z)rOYN)o#mK{`iSEO5YT9e<uu5F;ooi{_qO8@K3^K#_0dV_J80J?PZ2ClFKa)&({I> z9WB=;#4H~uL_yFvX-Yt5A`F4O<>ddcOEyx~$PiSm#nb*t1Vr;XdH6N<u!c26hY~be z3s7yXya!wv$c~Jf;Qe4piov)YI~U}{UvfvK#yPtxb-s;1GN~dkLYOOSq&ZU{>u+oD zq3>llKP`ac2p%!ZAPI+gG>be=IG15hm5+$tiV?TX(DmS&l~vqD?<NDOBIPnI3)8MA zV?V<d&&cl<7WS?$L-`VN)WFV+>(Psm!!(6!bI7gW9mcQ3Ayw+5oMeqX#cw+H01z&p ztF(K%6ze{>O8r?3?mr-JB6Q|C4gp~<+ugQFk*YM-{?cE3**fi3H+7-5@Xb<DXu^8q zZXjS|uu6V+bUm#fG7M1zO#LPE=LvJ8*G>lW0<hO&dgVw4O2EW0<Tj%da}$yL{BVMR zAlI>LD12&ac>MJkU4a8Z?M?z=-5`uQg!JV&WJA<y;@^Y={DrLsno12|=hQ4(U#9w) zsEjajfZy^B5ix5p_HbcN`<DP@v-_CHKT{urP<(@{(Sx0qG;f<7fs4TW0_ttQR`u)j zoge8K$so5MLWYPoq0T3gz2Cn!UzE4$tPns#&0oQGI(L`}+UZ?ZDyy9W=fI5vido88 z7h}|<>03)3qjY6+326NJ4BYeIq3s>r*Q1*)-Om!ucLWdKWLe8=Hb%GXQ;Oy11UqB5 z-N0ceB1((7(M_3msqB(lBWw!$RBhnH>S;;NC+HOEy#$Gqk}$XWmJM!2^J9JTFR1gA z0>+T4bWol!E)DBJ$Zp`A35-I7l#9)?NnB~ZzB{y<pAP!fg_F;H7Q<hYy78bUKXv0X z!o8QdkEFsbUZG5cf#B6PPwi?WUQZ<*Znr+I4pL!o;zjd*t=GmP?qiJzA}3L+l-2R= zEe_Ofka#k0C08Iz;H2z-&h@7E02%*inlN6gX<2IJfF8zWw|B)`B2qV&RX7)pqrQr$ zI*NZ&69r=PFQS}6thQEQR%d{U%K^fyNP|HQKBd7?YtHZ!r>E}c02lwKFNe;PrRx#X z(LFqE^c7(f&aTm(7a&zjLOSp~A$bzTQbf-bj>Bh`f5bJ_V!%nj#~c#b9+b9#fZ9cK zv>Kfn^FgzxI9<P0-Ay304+nXnHD=!rU-54M!P0yG4TmX)(Di&nns{JjaklN+Cyl)Z zN3NxH>ckuNQ_wIs8_qA1_BQ(7lxVudY50O+LfUFQzW3}0!Bwbv<IYPmYRnqZnb>+i zRJS<@#e1C*8A>Di^Xidn2^p+3>;(yqEQ`O5MeO&ZV;!T*D=u)xOO^liuYVPv{_J1A zDR$h|zLssmC3e`O;fIF9|Kz{Velq;elPCT~erd^1o?K0Ow0Y84`RnMPf8HLQc;}9x z7V+QrKk>I%S!|s)x*PvpMu_FWOi9~Z=*+^!HqR4jqg?q1R`(3^eD`l9lqbIq<vfWc zS&4!TOdEeKSbnk;%)8%H_($Wp*eAbk?r?qke~a8Tua(#B_30IbrM5bRrTTHgQhrGd zPiYd~vb=ErC+!LM8!^AKU(}qxKd`W0>$T!zCpELo=6TG1?|A*ZcRnt@K5GW9dF2{k z82G*Vm7$ffL(1QO|6*ye3}4RdX6<$xNm+_U@6R(|`WPQwX=J1Pc}iX8LaKRJoZ++P zxc$|iXU-S<H8g!zSS<YNHCOWMz=wsJ1=E@<$rHEq4-I&_h^Nn_Hg||p<|L*bMqaZo zuJ}9suAkAbcUOJ%^oY^h)uhpZujIq^nVIi$9GIC&G=qWWN6eJ>tLTQA!P3Dg_QY*b z-vm?J@e=v&waS^ClsJj)VfV-NDdft{WP@PWL9aErW52qeYg0V7x|ZqbY~fNp%R8JO z(>2Qt6Ls}naXEc{$I?=A){)Tr7j-k2dxlM=WJ+YM!Nov!;K*}Ezj~YQ_qoN*nZZLw z`4bPaetF>+AH1}Say8^!?g@i4#rvbSGWY)D-Kk<TkU$#w@efkYnLkJq?$NFn+J0(# zVYzZ4p#9*7`8?Ot=hH?$YL?`VscMK9won8SD{>9}<}Z?^E+s*SIZ+NXB}OjJ`z?2N zk9ntFD`-<88&+CzPTsEDd$7xDvDrPI_TIh!UjJO+ybeWvs?;uod-kH*2=n;^)~I-X zYwmvqf{Up)Ir^cJT%SIHUF_~_qWQhKv&Hqfu9N5NE@sg^ZmGCCmThnAJEvaU_A{mS z{dDg5SZm42&1}zS8ZkW{boEBNUb{Af*Tv7hBYaf0M0s4?y0Op5rl_?=cx`W^R`Wq) z^2>uV|KgFxwXU1ABPL(Yx*r_Kb$0(d*Szbei-lU0lA^7v85jMYHn;GqPsV4m^txA0 zT>KyDG4<awMK8T4Isdx5?)t?KPgBMgFUAUH^)sDvCqv>&szc{XhB=d-ihiBG=cf|q zH>SPQYWt^Qt)b6njhAka=#>HSumABg=9J{dNe1>yw+O4;(k4$+8vjh>d#`HrH=0b6 zUZ5DasEnR=DnEDFJ&aV+<|qx^*!V;6i7M@O!!>4ijcz<Um2%f1Je6e|zJ>SCPkPp0 zR<BXm-ta6sQU1+!a^nz7@@I@`AnzU7mF+3wuOH{GOS|S#wDp8n(8ZJ<@wGb)t&yK6 zILGrgRV#k8?9czd!z#TIrC*Pxv~T+2(25k>y>XQsC(FvFQ-;p@?{;3_)|N0ZJJ8tQ zJ~Zx`^iFtff7#s4l7Qho{~T<1Z0oeAU1NpWQO~Vs2CC}5R|xb5hX34V8Ce^W@a|u; zZ<T|l7)9Hs`e)NDOFiOa-i=*!u@;jTmJX!^eG}yKd$(k3cPHiJMc2w?p^ZiA15Ncw z&TZom|GQCV_U0}c+XdeBGp!8B@)&*B@VxgVf11)3_j{=E<k-cQ1^0=R<*ET&p~B$$ zP#DRvcgO6ca$9>!c<wv1`$}~KFFvY``+u-9n!i_9m;Mz$?q!Zc0P`MC^RshRxqh5A z6-Pfitn)A1P{aN|UH_oxW-(iToc*iPSIN$Bv7llwsEr+7*wbe!q(924YvJ0FL&o;c zx<`GqU~#<K?j@C0{JObY;&E_G>KY~HbECUmpDA(lrH2|iK1ZzKaeYK`@8-?VSC{Yf zT#Q^W`Gco@v+ZZ!ry9n&A>ped5?`3S@*JDU4fhn;9b9xU)V<9}uW<Z!#<`^TzUIfP z{yRDkN~<?FtX;wSE%(rkEJN*k`PMgHZ>V1L*$m0ghomrV_s+W2ce1zZKNKndKaRir z+u?k!+llkixyLOYxqXdgaV64g7pslqwnfEF*e&$%?q?0Y&UkY><IP_gxfiaSDi&T6 zHfl+ows|;x_PSx9*pKh0)5u)k7<kB`L7ZCuAL{AQ$#)53zdFABwKCR^v$HfH0MXH% z6H7ZiXy5eMulChpthpP1IGFmwXN~6e4>y?n-+y&#lw3knyE&RaD~}#)keatWtPD*Z zjL)$=A#%)1`tt6^7oJ;Y!;dn5W;9$F-?F-2>&4Z>o9tFJSf?|sZ*<$ws)$qeti8V5 zN*1abG|t#()~M9zS<&k?Zn)0Ua@AycfI-^*z}fD#{2;L-Z)%%I(6@7gCR6+``}M!L zJI&N-ki52=`(K^^%XBHfgRyy~SIFA27d4!cCEM!~i`>ao{)OCkWf#b^6T26#)(6-g z?$(7}_-e$`<vVwui1;<E8}rluX|s0u%D~IU%6InL8HM)#0d2>Is2<ri+0^<u(Ie7< ze%myOL0Ks24Q?H7o6LRj!R2Ga70TpQZN<_Thxe{5JXS$lJ;rPIb~(R~r@HO?y~m2S z8jkL!$Ay*|zbZBSa>=v!=%E4W!2F)vlBf}<mxZTuOH>VAy~AJsWAf&mm)9Hjsq>r1 zn5u2Um6qAmp|`(j4~*G&O2#j%w|9iy6-1O-erCICp}fYbO21?9-e~-xmpR+TvQ>xw zyrXfxkumauesiR%ZX)8FMkd3ay#8*LNANy-(keIe%D*q)y}0)N_X?An6E92H*QI7D z``WI%Z7Q}~r}R_P_kX{cvw9P=Ay?(*-3vAO6`i&l8g(`Zb9?+&{;zTmW#ibK=hk2; zQ>|@Aw6vfx@|REF+DKEpxX<=Gr+xf+ZmQ(E^WD1Ax-I=C$$pLfiu#+S`o6jEqQ8IV zr~K|KgL2y8DsQhB-}aj&4v?escX}v)lMte7)HsvxUSsUTPxPAHRMfCf?73^M?}v7s zRdp-h2#nqSI?{7MwKKCaGPNgwv?)gC#OIzP`F<OFC|kDt@tJE=3g^2m$HwP3kN(rL zMLjH=x-u=K$>PS{OxC}A{xnOOs4TJ#3w*Yz^jcaB+4H;mYVAkf<q39HwyhrALJN|w z5{XhqlFdHnr1!jL*|{8^+)^EI+sNd|s*s@@<4?>cC6#_Ac`94`7jr#>-jX{hF0(Ds zEVqH}Gybvrs1?<&^_e@2at+I_e$G~}3|+;4wtnFK?PIzx_A=dy28w;Wi~Db1w5eLX zEM*FtqIyP6$0l{g`VWnb@ANIZ8&G<?VR@BeTE)LdbG*;^b?VB=%qCUs=ooEZ>FY>K zoA>p@vHun9Xm>L|df!Wv@`9;&BdEMhQX5g0nR@nAe0DvqerEpTrSIB0UMuGRj7qd) z>2{B;)MdR8Y2>*mWW9X{?h2}W<46<@$-k7yc_u{_`8j+iQp$&yvj7eH#a$7nEk7=N z>s#{2{Bh^pns#e-h0Y%n8!IIKQ{6^+ssGB|_^0XwfA4x}l}F^J>hRn2)}3`hyVj_2 zTL;w`J9~T%%l@4rs#Mq>o^x0?`K3dOp4a%*saIEv3pP`K_n>9H&Da*f`OBr`uZf%a zpM|{r>___#!^vVQDWYM>6g%uyL;u?Qe)E-EgVX6}AI<%}Hty#Cqv*QB+1%fERZ+F7 zMvUN;wyM;uz0PT?PHTNt?GdZhR_skAMNzw|gj%N*RU<-eNzB+(6)}T|Jz^$Cl3#xR zzSoua%5{A{?=$Y_zVBzhB)K(vt??tdrrr17;Ow$<If^E;uu_bt@!CR}<kp=-^qsHd zJCXo7v$@$b8k{TG)lFDKb7{K?2GrgV%Dx-i;&A_O!<Co~h&x!^LF3XBmD4aDXrFvd z9dl)gbIffi4ByhAmd3|+yj%L=*m}-g_wXxCjxkU>t`X~~t?Ny^$#~u?-i*D_mw$N- zE{@)S#KguaOs$Tt&Iyye?uF*B=v;IGa`s||k7R_z+0yh}Ar;n}jS&*sZ?1&9YRn05 zzQ8=VBF^)$k+WTGE52${G=FK)5Y+|LR-$vSSDYl1MNWtnzKa6bw+WEfsUzS4iiuE# z64_3IvFb6dGIn@_n{A$i_|e%rFod{qM&{jHyIB~q9;@9pXx}yk+ec%Fx(+N1JrWBj zdJFb0CIHv&(f&(jVVHfPm)G4{skSW}pH%bDwT?)plR&*t?PQ?d`@BISO2WMj2&OSF zYK!W;lFA^*WKfecV~z2>8aaK(#-us`=r3mNS3GLAS}kwXh2~OBYoJL!-uI@AR9lFv zKC?@If~)H%*0TT#_UH$w+G*ccSjsT4@Upyx29yu)_1Nr|pP6Wrx1_(T?woCJq#ec} z7*}F~T-0NQ^!%q%bgCy(ZMYAflr*c<ovd=Z(rcG`G;%El@8bJfRl{*u^<hWDG3c9z zT^jom)JjD6@chJ?A~KX0!)5KByVHb;##FtFuv*KLvmXht@oqZUT7Ky}!&4wnq?G8y z-%dtdb*z0CHniqAtO8969Ljp1GY6kgQo-7v8=;@&w)gwKxj}vqMJ8~JVw_V!LL+jU z!GiQ-xr6gtxO>djFP)FCKr~bH6j)??f3X{$o?gY>zmgW_drwqUj&J_s2;M>yDw}N- z2M}$4dl{J6A^1tRL2w$#eWy#vM-|9!5Qpf@y2h0D&!Q5;IPo1a>o7!LqyDOn!lDXK z?rT9vP6x%JWAj#E51=nx!j~%SaID<2ip^0Pdcz+)cTOSfDXsc8De~`ftzIyZPzrgQ zJ*c4gn0XDF*pZ7zwUq97!FecGYNJxH4ZI>tMOqC#w6D-XKXYj14o9fLBA8|eV+uVL zLF%j4nQQwG+;muc=vNeY!V1ahhmBzh>SOq+QwIZXSW12%%S9yn<VshbfndRk7;p`h z8J*^~xO^3NPw8TRU*_?yAZhnd^A3+D<f>*ahc{1j8gQX}LTSPAq_s4tUh7F-y6zp2 z{)0Qr(@kuUZ6=P5ArJM?n($RHpJ$<CUMmOCo=)r;)K2zl_&ytqoyX=iMlan@M)i<h z&86_C*0<cL|3~>imwn+*)G?RyJ>J|mx+eo#M^-uk34}dlUz|->u9C}`vu>hCO%`5i z>5WDcPcOnI1_+8Vw&^0ftVb&rTWGPwOS)M_`E8B9@aF4usPxvf6})0q<+MNAs0UNU zT*B7sXj1F+{ktV1n>eY>oTsi-!Be^AfsI1IU)rluZmWKdTZo_Rc`14YJ*po5c$LtF z@tnN}+fgz)8T~^+H^?fyIU4&&?`c1}<jDYwZ<siJ<tJg`<W|FkUrh)<x7a_d0Ky}F z|Ky{go7*3O+b43QFYJcFT`4cXRXZdX*_JmdYUaufG}bcv-k?5e=+Q@T-CcCrN}F$J zW8CQ5z+{cO8(|XfhXvbv3q2KL?2VRilGUh7`Y+{mvZEA~S;QXjIv&UJ%@b6b4rPE8 zAx(YO?bKy58CkawBh{rDa`jN`YU3G+T!2fJKkCw6q<c~3gtfO!eCez$N2;rnaS`5J ztM)~(FG|?K^<vgJ3&-6$K?xp+T*!9QTApm$oKUfdPS_Vs-Pp8a?Y#{E=|GCo%JXXX zuU_v1Q*;kEg*7KUHY7k;7|I^8D$&;!;Cvt_q!qiZAEl$uZTKwA%y3NK3cuY1y2^TO z(MnH9KN$r5fFY8&c}O(>U!v2v#q;!(X>8ilLT?!6;4Vk9d&g9yv*tMNrKL`lM8>$n zyz0#C!Ag8U>&Ko}io8JHuKTtaq*2Ti%v?OH;Vlc9?F`8k_Eeerm#Hw9GIFLoT;cU# z%T0ac*1>sr-IL&o*!p4U+m}>&^#tE93qOd5SKZR|n6q}GTXFk>-O;mKhe_S3iHc}r z6T0eL3~?yaup&&aqIvIs6ql*~XC8>hXd8@v8R(;Ii{W3Rt}JV;|E0kLFoT--LXW-C zLwhVft0O?a3;u;>6lP_V(|e<!*R>k+3+JX^Z})n#ANzhfsP<Xrs()HtbD1qrC1XvI zIm~4W>(r)ms$|`XX?-_@ddI2DvoP3>^;5LiylA0ZReQ>=Rdm(S;!^M-(t<mtSmy#C z<153aw{4JG=GwS(37)%Tb`A3MF?W(QyR(M)cJI61*NP(SSyJsAA|s9|!vfdztZx#m zMa1~FuXN^Ks@WM;rMB-$Hq~FU)hkq5{R`uv<&kSln6V(0-DzJ_ATi(xy2Yv%_w2fq zJC)71H-li<-ue|6#+=`$6`5niLs{;80)a<tUpCZsn+l3H6U(cfm@O`LBGT--dRCL? z|Ey<j<!*KL0>)Gn+9i0JoS1btvAR}-Q=Q>8nZQ3jeRYK$<BkPuV(!xzWUe>K2~E_E z945m*MgrRRH5G$J+Vb8rOSeCiIoQlzN;rB}ws>Q~jF%2jTyTMmJaS&Tt`;KSE3rah z?jwW2h152@9LcTO95b)C;B}`~nXhu2rArw1w=nKzM0T%uD3UE7p1LsYMR~5J%@x+n zF;`L)5FDK*=KNB7?x)u6@&zmKr~5<WXVlqL@WWK;m|S;_Hr~jO-65jw$E;Y;=tboy z-Vdx3kQ&n(?6{51c@2i&RTL%KEw>8F8Fo%w#U?1W7&I^ftIK+-VqGfGM*H)5-PyNC z@z+;tZlGDZV*d*K`>)a0EVVCLfZU6?OVyr{ksF_WWxsU5`#(OJ>S>;2ZG{ZXfV|6t zxtgE6tg!zHg`EBYHfiOqsdMa(ES_)7?Y+=YWkH*&ZS~-k*NfS8)IF0*)JU;Lpy+&s zj^CQ32%sF0<^1+y=~c*DOg)4RHeLycXjzlA4*11By(rBG3gba{1Vc7WC^w$^x-!!a zw0wnlPTVx5MW%tVx<9l0q}pdhMtB~@$9BN~7ubF8sOK3;q+8Xhz2p+5j?-8nR-Gd+ z!rntmlUmwI=wGi%Si}QPce{f00<=<(FJlOcT{hdDJY&*(T~q1K5khmKLvw8Yrm!YF zVAjObP2MB)M4PmAf452s2<s}hC+@Aor}lGZT+>jO4ebfm^?!RjP@zHTB0-De95{dR zCyo5nbymZIB~42MLtU;tC;_FjG7TL)rvgGz*Mh4_^xNQtB%Sj^oY7i}-dMO_*Vs#7 zL>?LPne22Kl!#18Y&VE<hs!ebU~0IV=usAC%{~HivQJPv3@S*eQxXi+3hloFpWMBn z00|iHz<axUiuCR%H(0eEyr}s!fSc^aG)~Oe*GV?|ZCm-ij=WfLvR^DF8e-2(7L}*h zKaT7Bv~$;b_WqVC*xgEJ+e+T01o^e??+JJ|tH=rJVBZC_LUn2^_|^U+UOnI~i0#@? zeRbcM);5`D=)}WP@pYYGNpZc|=i}+awaq_-V$nS@(@J%8*{<?am(%yovt?bAQ_y*G z+F>SYFD&65Hn!lkL}(hQ>}z%yt>!6|%k2kxwC4y9_0QPnN0;5qC>1Vv@#BHOuIUoW zSlQDhJ?M^P*&Sb9PyrFphu$CBF>>F8_bnLp{jqQ^=f41U=*c`W1w=iXc8c#<x(QBm zxQGFh&=RKGOkLU?2WsGI{#2ufC(_Y~pk%)I9SLUd;>8&|_rNPQ4lxDSx_GYkJh>L7 zAlm`{3kJ}?5S~g4fEQH=cGa^uL@)$dToSK}l1f!DPo2Xq*U~t!^yIBn<_Za=RUyi1 zzs;V~r0>zlbq&qy)ZY@if6^k5NWnC7Za2(em`}%{`Y+p^4v03^b1<^)@|3-@Q^1j( z+ir=T@}dFdTwTLyyd1g_)&ydv5?I%MD3LuD{Vk7dZ>OGfQTN}GgG3`%1aa^}e<rZQ zC6BW9L3ZDuIh;dCoY*7ztarVVgi(-QkkG}d%a(+4%VT7pT9hV5nJpAF-G%`}8<C&= z)RjBT?(F#}K>98z2s`(k-A>d`<-x}ee@qnn$p^vJEA)uJ1nsBRbTvv!H2wu^d{;cY zUc}G9IMq6q+-quht8XuP-s-?`F+>xj;`63sXCE=06c1CsH~_jC`Kn4|-<y;CmikFz z#Gqra9s*z&l<I(7vH9uQldm%MZcTNL(Q_6k)?mJD#Y^&7DOrnpu&3Dew^?-(oP9;R zRqvZY9osI`W#66iECL7Nw&{b-aB08(dj*4`+|aq!l&1~ib={SbK@yEuBfOYeyu{ar ziDv;}5_RbY!SkWdhK2iz-V8DPnAtK+%a=8CFlNfg&mh3LKPF2`Kn>T^3`YjYYoF=Y zcj(u=F^$<NUjK5#18mBqwW`>p`yQ<KL2iUq)OL{p+iiFB;(A7B+h+txU!wQ&+##7k zJ?wpS4RE84h5(C?WcnWOqC97Q%{Bd7Lf%)Dp_dNAG;N%)en!nF&$l~RaK49&y$%#j zG0wr&FYl|7$SnK&dTs?y448Yl|1}gQK~?&Mj8|E>E?sl-*LFK?s1;$$ak%?CCL*9c zQvKpv<0<Wa;A2DV&ZR;p!?Jo}wp#K;;?@I0Y1Jr;l;&XOqt}kr_M)feqJ`TmBMjBe zXmP+>jhlRhsx%|W-1vIaGY2xy(J?d0S9Eu71qEW(UOU}=5KeobAxA)E9>^#uoyWsg z0=8Y;>r%=pWk-mPYhM_4>GuwZJ#bNvT28ZzBJj{Y@rd)Hkh9KIPE_`yHIR_;ddDbl z>};yYyH!IvlMFuYZ?o5Kr*V(WMmg4sfx(a1Z1mAz@UQB2OR}l$rlO~s>`<S-@wYnD zju+>!Tk#&f#T?7o7IF?Ltg~ZSwr0q^-$Vi*6TV9mk2Qb$g1hU90~dWqgaKcFUB5P% zB1X3MAC+ASRwM)8>+`;+0{T!@e|uLdhJUlDIi3}O0e5!NMv&o;p?z8JOGxhQS|gjh zrxLqfYcXN1;&QFeXmOBZnrdlRRr&gT(ResUKA#a_By}3MI_(H&hn=AX_%+<6LX`%p zGsbsRZ!Vr^bX~>$y*eGn#fFZP0L7#rItFeZb!kFQmA7-<7E6U9WF%&#c=Q+lqUc{L zt!;nJ8j5F^Z(OnmGa2@e+`!+W-4T`J&JiEP7cH9J3U}k8OlsL&#W}DeqVo#vSR{+< zgWG_o=wvr|k!aRmYXA}*Sgp=XGwz_}TwU#r@swCy9`<v>(l+g=e5<;GyU@PS;-)xh z9blB0`sY0_n$g)2np7<95R^UJI_C!1MXEsKh9lXV=DAUa_Zn7YlgAQ~xgB5O!gaiD zo>wtj!qu<EDhaqR>-}rO2-X1qM^9c5o63;WP_}dZsNslp%IxB%n*W~G-oEETKiv7C zZRwd^VMd?QR@t9tveA68&d5ur_V2_#rR9HQd&0dx!V?wm07;H%+XJo;m_oC>E<&mz zWVolvUsA@BWH-jgn@f-91&Xbmk|60yF4`JUZORPyZl(7rbjgbJIw;BY9tG~)jlD@A zs71?erR90mGT9b>aH<WqHlYXM!0f)V3*9>wqBeB*8f&?=Ud2}rFos`Ms&*`Yhu&}d za3vyr?$LW&W}}?9)X#->RZHiJ+utUVB?hQ*{;7_1Ev>(<R98OO>P`=ePA>e7iA#C9 z@YW?VOd*YkO*2G`&?8M3Zlu~Lr!;-=6Z9|SNbzBG#ixDor#dlVzAp00ZmG7iC&T$~ zApAX>y{pEAX=9?WodnuDv;V^D^4>U{eB1-;u{shCql$u)ecE>|w=)p!n+Dt8l);D3 z>#THUTCZ>lykpRn^Wt|tc`j3)9&<~k1=QG{6my(NdW1;LHg=}CW1mHPiq_;z#%x>x z7i(aXT$BH;5n<Z3E{=Jqq2Ilpo$AKC<aUX2!qyA*^^k$tM`O^JK(DzQaK?eN4=&&d zL;V2J5jIVl47$5FPoGsh6}u}Ei(2hJj#D~uKI;36Fzcba-W!S%nq^5_ARemaMI;?A zxF>TbQ$<>e?qe{Q+3Yll!*(PXAKGV#s^-3XEYzwN0E_Y~FvMK2I9aZ(dHf2n{AFu) zQyRLaOS`NGd+4;FzSWD&pigz*6@YKsQFSzA2q<wDzMgf8<WaPvDEi<o&vd3olVqxK zdDySY$o@k7r;o!z=S%+xX7@*{pBry80)iem(O9t&;IK{1-}?u?%~ZV67b+V6CmimY zo;kaH1+Lvr=I+WZxH&1F;WYLIe&8^ZS@zDWb-~gXQfw<KJ~4g3+B)O=q**?xWm;9C zif^>vXmMeA47TsAo$BY7W5zjE3yn0@7X_u8l-hioOzhz!#y#D;MYiK&1CI<I58qtB z(z<HdIFJ#9*o0rsf&GO?D0+f0K0JRLviO36t86qC4!x%@YD%puK?n!9b{81<{H)Ad zpp{m_cpXZ9q+Thq=dgaa<k*$?{wW(ZtOH9j1Lt+uHR=tfo})<v*joxC_YKoNYs1wt z-9kRc)N%L{Z#A6zZCAQE?_IU2fuiBPF59wxx7mhX7F*Zm8O$p${VRg;VYZg>^^gj+ z<Jr4Wv*RA$L#lJVKfudjXc`}d_}@1D`q2}`sjCk`ETj<F3R>c1`1w)FFfT{&s!EzB z$wv^9otjt3=@Yrsu}1354U6a~OA`*^gbuKgHgv1iJNs>XsOR6pnSb#`E`oTf39fA+ z!elRv$^K@oZ&G>C804&*0-9BNRxy?Mj2di$Q~<5+rR1C&&4n;i%;O^}Sw`oUCIfWX z)Uo9Q$Au3~FXBVU+CtQH4;nKaZ%CVeq!t;!O;uMTbNPnMuOt(_DA%+XFE_~$#Ke~N zdYp^;x-F}H^uUuHwc<9^Wn#Lgzas>)-QqWvHjTwg;5IIW4r9gfJXUp0BYK3bwUN2O zJ>lf~c)S-UULSvUCSDvYtWQ5E&u@dZT0!27GX_G5Ty;GwvDC1eEXKIGnjyD-UyYnY zHA%Kl*+w^dz5jNSE~0}O<=^8if>CdBs|!`AiZ33E!#!Iwt^jods(1(E*(=4oFW^s@ zT!4*V!rpgISXSRgtKo@o-Yj)Hjtm4M^qXt?^2kOZb4TcZ$cfS*M<xXGuL!1fN72^8 z=i`MD#{|7?JLExU`zPeoop}dme`o%*KXyV*(MDEN4r0nlTcZzJp7=dIJ+<SpkjLG? zOYdj$iB?f3G!H#%4pjH3Kq2k8d2>$KwT@t>U`suJeLyqxl31<8#V%`^cCvUg<gH4B znX*tV^jZ6k21(d+nel<x;GqdVSJtYQniOl=u7Ts)%bh8_>rIVZkF9O&<!Vlpx64Y_ zn++Ty&?>uFFgR~x$VJ&7CV42D#(lul>V(rT{O?dtO*69?rT-pY+`bbr<fbvjFx+qt zkbybQi8=+bozIh=E)dZz|G6!^s%&hBNUuCJlz#b^t%;<S=as~BaP8!!5%}k;IS(m! zL*`wJQx_P4j1fUS_r1_`@2(p{iJ(Wv=cX)%$RVU74mFDIQJ>?=T*%_8+UU86h8&w2 zJPZ#AJ@H89QNdMkwn;o15xlu|jiM)EFD;=X9>){^u{pl|h5Vk*RAmYm14oi&GjZ@= zr~)ebU9v6k(wj}SnI|Z{m1sh4_5N0^lN>jZd)`vI*fgOMaKHewcOGaeY$fi5XZt&K z15Pgng3=u){lLm(XSaI;Jfb@&rUGf@-S8%Fg3N5{EgdI5Q3-E13aYMh6cI$Ase(t6 zE}+vdQ!ZCJt}duuKJQ;`?i07*t_@7yM&>~)jDgP^vJcWSr5JJ+XX(Cmp;MIuvPG$0 zzkujOn5KW%YN7zJamx*^HXY<P{c50a&JT~3RPd_x#Fo@~Z9Ab;ju;2|rY-(Wo@YRJ zn@(k6u?89f^&^5a{N2l`$!)aTddI?GO0jRTP@cd+KN}!EeK@{mDIk4Xb8+nw?Fg#a z40j8O>3>m!<{AP=D?IgmDb|$4+&kv0_z5XB#<7&zdw1jW1Qs);WrO$pXHoI`yudp- zP~5y5;iDZJM@ml0{Re#9#&M6-3ZfA`$U^1#w51uFwTu6hoaxM=`+Bg$_hwSU0e9DU zTvC}&F%lT^d$#%gLZHT>{M61h`ofdmw*Gpp|GJ#kW_BoaOK_EyZ_Vuh@W`pjM`o@i zPcdk9kCK8$NL+s-o#Sjpv!J)`m1AX_t!kjz%M4koo<nI8bd>aMX&vSUy5QM66TxAI zw9jtLE=wx!1NXM&4z~G~kFF>q{;d4(o^<6mKfUZxX14hDC)Kuq@zF<*c%qlUp{~dO zLh>8|7ErXm!^)xTXh~p$qy8>GIIKvADw|e`Q9#|;wgG{Hb1rgPEQ6g#z1GgGFr1?c zou_JK8yb4~V<h6XDC`x4!Z-3d#aOA&*(1N7t72JrRELo5BRBQa!Q4B0S@r<*B*M@i z&+Ck@mPnFLoR?nUQt@<4#LF_S)PEBW(npx(`?OQprL$)RW{QW`pun^?zgH|8PE3Hy zzoaJ9`t#p-)&Bo&LT@V(V;LL=p=sx1qvA_jgMDedA)gPGrG2<ZC;SaP2L?j+ca?iq zgk=>#VV`j{-?}+Xt#&9>*gO>##3JW(smp_c;nWf9YLM~M3cTxI6tNOh_lR<X?R1uD zWe@7^$*N(*?50iemKB=$Fo(ZnIJr;0LIH3Tx>6o1J-OA3)1fv9-^6Kj;9ki75@m9* z-g2Qi&+yp$Dq-wVH+&-mTV9Kt%-m{Hi#pUdM8mK`PIp*sdjdEwPT%d}AMJ6isqhc+ ztj@$Ndck&!6(Cz&Wnfd{Mq#T<SJ2CgMqvaWaQ*c`>K<nVm*|#d)1R5?Prsrus>Hk} zz}f3g6NEDu;m~?_N(}WP2BYt}{0Zjty)&<HSscp7gNYuCxMK}!miI2Fcd1}TBF+S- z$z}_C*0>9J`Y2s7NItRk?wWy8KT`8H77zMg#m4|Io#$$}*LyL}xax%43-dnysczC9 zIc)^fj`NSb=O0VX+hd8T{%L?e1DDt$7QM8BKMebsx4nF^_F|-Q%he@z)}&I;z3A8; ziuVq%`&_6m?ZZcThV_27Dv~9&;HajU_E@o1yb=*($est_K@&{!pje8=>UGb9qn=C< zKz~fePF8!i`|R|GXE|OT7}*rJg|mqatDDe?{~rO*SS^HQEN%E{rMCOz`smH8rqeBg zr{@EH=?I=zLv}f!KN&#4hTyb|ouQR{ZIfid5vT3dy|sW{oeY>m&p1}nj1HbklRdEi zIP4JeDZyX>l=D2G(@k`H^CPT?xw<ohVHrJ;K0)l;Mvx3lqcflT26lJb{w@QM0>n@3 z<dyZ=!on{>cDhbJie<fbn!Z%cw`dIXR}*yPiy7uikppoQNOf3WX|NPJd#$<_{{=D- zO^`*#MxW|k-A1&Za4fbFor8q~Y_9IDx=0L1=c+7rJ%C&Xp~*`S1(J3uW6p(FxVVlw zU?QO6t2CmO;*<bAlILA;s6#OzZ*zp&#$ny+KQc?&xStxv$4wQZqr}c?s}knn>JhQ$ z;8;_y)E(UWeGxy?N4v!gu0~3g4TtHU$DrvT0(^Yl*x_KHcwmkUYwt)~Bt_6LJu2w_ z^ETE6^kr#y`(RjC(l-2=NuEIv=*Q_NDsjWfc@uqSUMD$)c8kY2+(6<~4zMPEDP$Ta zqZWt2MV=U)hweoz*|45@@*JqnudG(A8Y!K{!@hl)Q#d^_L4et`)t(^E1bQ|y^=)|r znl(b|_AN{Q%(*Wg9hl#<eAXF^^z8jXzM=nFMFxa+43iT|HNehN-24@C2Y*NA4d)Iq zDyh$EQM`8+B=HP6oTZKz`Wqy?=cbVeVp;ROZ(GVV8TIP8k7q49eWPP&;@~mR_J5u% zQw_~MzonMrH?8^0_VV5w-bU$EnjvNcPVX+qyUN*_o$TifU&!fyR?pEM$KHMklaZG> zH}ZQ*{NDhmd{v!2jNA?K^NHZn_2tqg6jJ`8Un#Thc&M4({GMJ>U*j71cY!ULLF~I! ztH&3X&lLB&-Q=FoLey|Q3-nf0*OiMD4QxUzpAt^r{Gv@zLh7<<Y*&J6GT&-wOZ-7& zrmu=n4)A>%@-qFE=2``9kjLphYZr&ctLg*;s~-=<3L(lmCoh2#)kLCk%c+twR1Vr5 zPjclC2rVo$BvBP9YFD)1UTUdQ0B-b`wW{c~iQ@L6b*F`ODR){3T)SU&wboV3tn5Tr zCq;4*u^H6o7KAc~nLn3Wk>cS$x%0jcw}G6w#pepO9qPhMtY%aoKRPGMki!L?+!q3; zf%r;Mge<MB0yR5z0b#GqBRFPtq&+A3^HT%fhdfUP$|`U5u7elg#N@z4h~Ts<)pKRv zy9%)k2)aJBmaRjrc*OlKo?7bkTo2`%QQP`?w8+MYsMcz-J5?p9W_ED4nokjEm^2DI z{Sp6p_;$gH7p}A3iw57W?rzO(Z%i>0q-I~y2S=_%+f7=VI~m1uv-d%BJs@6Cxt3Av zElbRAwXVsh1BgBUiOn0+P6Jebqk2!5+Qy4R>qFG>4zc2HoC2uC{O_v)TrN(NyPv#y zJuZ8)1)wLC5_|hFaA>oJ`lSW=H9hztYM8^5@Act<z<6PZrxJldZ>_pbMz|b0d}c1i zt&qU>(&ah;KLbr?yGP!-*vYzoF?Y>Cr}80jw&xWDod1!bW;W{b>WFJZ{w0gseYh@X z;&t@yKkm&3Np&O(<@P5cwGa;6Q>>cNdl37goOoN$yNTCWhe1u=MbDJ6+vQvj_Yu}n z&DTdb;xhj6^<`<Wy`(%NL6du=r_jS{cclQJNYlaQ$LOl@$(tDVnnacHX^yO#1z)4R z_k?g->${>QG>Ww%L`1>Ahj04&UZ2|GiHlGQ4hb|;U+HL_vj>1{OxJ7Gg%G-Gmi8lF zgznyYHRv-)UX@4A^E%#u%B1RwVd@{($}dA(2nbn+@MqC(V$9Ne&O#L(@ny?uIp=~~ z9jfH%tUiMK(*G@dDy$K7$gOZwLg5`zrH`h(5K&&9@Pay!kaGJ;FF#OWDL;$EoixTC z+m_pf`xUnS{Sgk-d}p!<0;qziUc>n;p90oq>fI*zt#M8R@E7PLumVv~9p$=}5aF@o zo-BqnEB~JMqS|O`)851hd6ejXJJVvDkTI0U*c}niE!ti(?3WJvgw%^_o^4_L()uuo z&}OqL>gM0^qF1sI3JLw(A2endoE^xe)-=X&o1Fbr6BpsgJPIB$viX`qj0nT!0Va$a zhOeq2Arr;}f))!#2J^RqKO~_39i^<!Ts+;ApTtbf_>F!nNt<e4nKdhKZts>$g64Tn zCdbE(xTMw@FC>Nju0>VF^Xq>GRoeA!!tY$bxh7?rfVri>!vBDrnNq!j={alZ6)&C1 zR~!E2Z5rq?o#s(ES%z&hG|OC8&yoENZiq5cfHGZLgnos}x$D~Tf|K?kr95y;C`z}U z)!wUq{Al1FSe0nRN^ra4hZ0zScPVhf|LDCw?l?x@XpDtJ*n>OVghqV<Ex4kO{u>_F zHE6at-fK!!ljtZJTckv;YJO6R?<D`@Tf`_PvDKUGjjhFL4nTYgCa8xEHu&d;{sn<6 z&^iL`6Tcggxz*N5{rNavwL>o=Az(|1mh`0X#r~0RxCgc8PvlGSfJgee%+eLEbX_id zL3AB`Nt4c5y%#e*OA#3;ykIqUSPkGkUjgpzKiK=uS()EnrZ?he*kR6&2jn<F$PKY~ z6t;geOk)^(!dLdmk6!H<d18YqR^F8{_u-lEjE27cUPb*qGv$mhc1ucOuRAMo3~NcK zzpE}+m6l?5PudurIGH5iX`b@!LZHX?C+nn4sLE8`mh*Dbw&F&nytO*%oVD1xn%mZA zbGO8r(dB~lYE9+HH@X~(a*9)kvJKChO>VW^?DS=Bjo#m}L%vPy;pwq?<}r&yzinF? z1<m|S+_&n8%sp2=2(Phavw(m!T>}ol5KLlO6^Pd`i!zf3sEUz6Bk}+n{HOO4>+bIL zv<}{Asu#*Z_Wj{ALiF7kxAQYd1}QxyHgk?PDD@|{xb&RJHYww_JQWXAp;6S&BQ%jy zx~kg1)9p`E>mMZD{R;Y7lF|lQN6(F6i42s^1ePc<Qj(1${H$j0I}fGY=nYdM$%yE` zzORvb3GcaREM(KrLhQz7_AUQaU4PkIPMvyhM9r3!8{XM(Kni9$fT#frxWyT84bk)- zh8RHE9zK3ycENslDkPrTp-+F;+{OT6MEc26q&IN~ht3u;AgxvfIysuaeF1~x8Jp}Q zL?eH(NA9!goN2eLsA9u1&l`hrV@xJvUsIaX;?}FqfFRNNqswHH_3o^gHj<T5SGtlX zE($u)=ghW89D5gNTV{&_q^nFqNL8V->;Wf5i>eW#tXIuH?|dk2Br@BA5cL4-K?hIN z;-7~pSc?<09Uy*>PbqM-9d+c>9#W>E3~b^4#3UrvcrM8#ok?D0D4YROY}~O1Cm<Yo z24_FM@|WomJ}#$3o(HeC?f8M8pBZRk-$crR+FHTUkNVet-tu)L$WACst19}vs)45% z(v&+lvvV;$N@SZ|**JW03Xc>X{qnpXXOK>kysXQcnpzX4m>x9w&VCTyVrdny_jR3H z)Pona()yw@a^k4*SXNByiZWTC`d799X&!s%k=&@3eGx%!7!0*ilK?d<I#$cOKn8g? zGT%6Q$tS~m9l%Cgc!f>1!Ah7aP?yhX_yH6R5!}e3!{%rsH3-rcW;v1}_(d&WnM7a4 zVlJQ4|ArRE%HCcqd1ofxB00OVH1)lWZ5Ax893*>Ud(B@x7N7A8uyq=7nUbb@+^u@g zFskHVNa5AMPLaUAw>99YcI8RLgL-m)bWGFkwZLhA(pFlkZQRgFmzhnXw+(0T+H%NH zT;cfG(*_I!B3sDYVxj4?_PQBU6W=DGbmDUV|MO(-2#3{Fo}DkOU&~!vo-Yw4PYGa_ zz4UyPo!Bh)N<vYf7Xg7LDyvf;kXtzpHBXonlrfmEhi{jq!W6T#b?6)yk=(lOUN!qm zW&t~NlAd@}Bb)OXw?6)owe{(#XW)gv%A_?;0VL@*nsb&(Q#FmkC<k_#E81VCfk6x} zo@>d7A`M!VV0@@YGl}q*vQj)b&+Q^&-@u`{QI%uJJ&Mad2GKUKU~9ICs^*^VQuQiK z{1)D7!UZM!wKiep857iOHSuz-{zNT=l1l^Ds9E7)fA$sl0qUN2J?=x^!iPN5%Vg2T z*5Qgj;o0!s46Uccr1Ax$uuQ1A+Fny&LkeLqzIj6O+T5&$5#E!xk15x%^vv}bG9BDK zY4jsL_H9B5qb=1>Fq!o6h@>+9$3ZXusI^Y*w|)PWo{Zy~6{m(>qx~#{d2pKnZSdEx z+v|Vl@=4J_r|!$<b`qk+e`b)INj`Z<1|TJGr!Q#zDZ=q#gVV!ChlkZp4|kn9tDCQI z%S$#|f*_po{9i>6kX{EhX55|W;M7s&{Y>qy-(&Y%7bi^#n2SGei_2Yvb2HjQ{D6R@ zND1cZsV@Zr6AA|Js(eXeSjPR$zh2FkoXm5jm<hO*Hs{3Zk@a7M;1{UCg5#@>GU4^c zr^)9mYK1&g7yOZg9wEZwyrIMSBglVaL->q<xUSI-ibI21ZJVtb_)#x|Z|_LkyPW1l z`{sXOB!U^y$z1#WW#3K_vpVwYSLrJ*@QXFp_3Rek5;eUcj=mI(2<D}8*;<(3s2^H% z&C1Q&teB79Egs%|PMucWSY;0Eja-?eA8^x$&o2bQP)754xj_EQ|2N7W9Sg#cV+-G{ zTiG(I&}92fCHGZcU$-sWKjQ{^P<RDf`h@1<^1J>qMqchkHl!M8p8b{`2r-|7VnglC z<WRqT1GRK;DZu$*e25DCXD<}?l<*=WLr$#t7-^pG#dGWQ%s{`?ci7|(!1kD|4x4@L zkEOLa2guTW3ebT`5coEHx!qolfYTBrCfwhAb>2!bFo@ohKJHFLz8<E)d0ljJC+^T~ z_63Lzv@jQe(O>@G63ccDi)_9@GM_N1t(An;Um~63>${k>Pj9M&Q><SPxmJ4-WbCAA zk>@(a7SZ|5bMWDDxcr!1_T~ql`fP08&Kca_!T)R;ILIw_C!5C4(wi9o;mvcpA^}KG zKUpid2|&W+J7beb%ePvVHCl?U+8Z3pHTNwroAx4eD7zbr4+N5ZV(fF5Y;FiS@Qe^X zwhrVcFU<*I6R{_Wm(4tpC6XjjE2%Z>DAaXQWl+uEH4^O_wDpfKOMMLRo=KWMH?>^R z<+rVT;6rX1n%*~*7XT3>Y~YAuQN5)m<a%zJv3Iu5?p?}eKjew4N{VykS6oaCl7~$( z9-23vL2#T~(_YUWd9@R2jKd3`tLh<q)2f=D7*$ULwSTgc$3M7<Dvq|SqXGMaZ}-WV zWti^hsA`_5$J{TkiN)XJq*XKc*@ym+H%>c-?$f&43EH@;^e3YZYjl`oE9M_H=x_l2 zMov)2pOvy>P0usyqY*8aBjeomhkU(0eA#S;-~wpbBJ;XrZkhhZD%3agC0KEy#$CM5 z@81dTLb<w&_57EoyxN+>6tW6-Pua8Y2gX|Gc`ze(H~#U$o!N64LLgwVq|oQGUVLOE zd&Irzm7PIYI_CdVe9jlz<Q~A|vqD2P?u`25{C9Y5;Glw(tFhiePqTR`t3J+lFi$c? zp*Yki*87dMx0mw7vaEbLRN#lKpwAz(%Jp7L9Hb)K;wpqEs<@+%sa0I9WHloXaC-Iw z{yEhgTD$yd0C^NhRtW<Ae@Putb#surVtw!VuuoRGPx&utyGP=<{!RX4&Wf52?0d&c zWWX;Tz{gBL`wokSFOzp(yvoZ`!1Ef5OWyt@+mj`>ZG(|gsoaqLh<j=S!7B`tqHGiA zd+cJFub1Tv*}9{KZLle7&GJl*Qtcrc7(_=wo!0I1lIwx7RSDbq0`I))@|wR-6-WSW z6H#@2{j)V6_t#W*!HT-`jNbVku;9b4@TkzjBAIWT@bV{_jiOwzo{;Vwa<>+CJ#T$9 zERstf8?TKEo?nDohfYi%&4}X4`Jm4Yt4~8lBJ(}b*fmQ%M0-^h?mvaDvL|zfk5;V! zRI>WE@^R?Ca~tMA@{hy$x*>c@m`<0HWtg6&F%Z=DH0SKY8m)Lt=|_*g{yJ!pT8NV( zwynwb4Izx>{aX(><mndy&YN-?`pkN!UkVh^&Ap5NOR%-D;>K(`zKBPJKb?q?c~Y+9 ze#|Lakk7&jzHc+N8IdAZs<ZMe^S23i?NP$PM{SQ89ruY@S?J!v<Z4UbsD#K{sv!O1 z{?PDho7}z$(<7@!24Q;j#Sd)BUcGeq%by{ggbTNxTe|ZE<9U>S*9zGPb2knF{Wrt= zNlWltnqrvzkMtLjgWpFQ8VpY52Y7QQgH*|0Q~+^bmVu_hk(!gE@Kl*M!0sSslWo1l zhAO`?!)676(~CqxMYRny`Rvw9jC;hMj9{_Q%f9a0I%Ni=KdZ;G^pc_wTtZ5nv1#ox zCDA-lRzFWWR!%oIStnLbKb8u;roF-+s>@<+`mRFq;vM9I2&~EEnpEisV#Up*q||26 zEq?L!<LFzO>f(7=XR={eO#Ov!^xl*+`7Z05h)rsk%WW9XLw%N;<JQ?1S?^{CjTcsW znvI$lB%5kJ?s=giA#-wpQx7y;Pn9-SJr;j)w7!*V*?2@z99U_b6IT1A$)nOR^?HxV zxlsbL*OiSDs$k0tZl|;^o{6oF3v;8`8|mC>vpMK+L$;q$d{tvo!#Qqz<FayF|2zWM zon7o0?Cvvo6N{QnU3+W4VBWr#r}r&uWW1=T&4fD8S^64{xp2=!=Q-+QOPcH&eXz8* z0IZ0g<7ituY^zhj*%^k>drIS)5<R{qAn(#OYEAY0sfs6`QV@^H8dnAHtA7LinPnWH z9A6zk|DNT*dy7d>`7ecoEi-zXC|JK-f>v(%BVpF4>^rxyUsi)~Fp6?Cs#a#8huYlI zomc;IhWHjP+SHJOxI0A|sR@dc$mv}+k<UJh?WaAjG&q4TXDl0z%bMS@#z+Pu+T12u zhJ<_q?nVZ9RiP%6>%`xGu}PZj{){iuNIDaL8vos@R`QMv^j|oIQmKea<9AEP{PsQa z4_)_hmFueWDoBE4{?wb4@1m;)=Ro);P)8$n@8)uR!Y%J&CB0XUauXI{pF~UB+=%ak zBs|W|Ov}SW<nx}07h)T<cK-N;h?wRDA5rU1r8|0f`I5HtOWKxoM--%ji$j9n<=$VE zV`<Lie8tzXp%r=~Ejg7qC#2Y#g_K0bgOhL9|0ASzkAD^{K#2E+D*9_*6}@-K;k>vp zYdJ>YN!rj_lcsY7D`C2zYQERxompY7lM4fu{F9?ZbF0z8mameT+}hF<RBu$LEQ%ah z#Q7`4AZ6Gz5<<@Z%LwnZ08n7?=C-a2Z8vpPzlK;lb!+aC{gIof#?-)({=xp6=;2p~ zN#kdK40%v}z_$V3_jmDKE2dcws#Bf9Sj8*^3M^lZz@pPZp&|P3;%Dz5aDxPxF@4hR zjdhI$jmdQMpup6XM?zii>C~p-eoT^y81ihx(%WsSlfislsOpnma1qzg=++*53C!Ip za_EPTSD7iKzDC(Zc79d}^YM(cRj>Y@!*GhX62oQJJOF=rkWqnO*m=s8ot8EnqG{WZ z;@2P<-zX#jgEZCmys)T*ejXTS%z086N@tImOawEgp_+L1%6|4!<IMtO<)|bcZQ}f3 zR5Ec7oW}y2sFaq4`5R|fd5+oDmPIu6^KAXPIdn8VeuiWq7NbSt)rm#}2y2wPK`O0p ztHJ7ENn+3hU%Uyg94;yN{6i@<?a(cCGQ>Ouc_v=2pM8*&shtxBR#SG(>JKn?LZ6xb zcv4$r=4nuXTs~2~XQoI?g!i(OpqJb7E-_1goRa={D*cflz1ZtllfiZp&|#`Z8GOgl z+Ch|8tcxKubmXSsKz0hLEb&UXzs8*J-iXixZpQ{V2!-0GjIbMU$NLUF3+4Tw!1rzx z4V>QTMH;1#Cv_Y>>>Z!S-qf96Ymdqyy%s5yNmhyqz&IBax|}CJYD_jTOMaEQN6=4R z#4Y*y3c2xMQ-QBHx6`<5PVX}{wsz!Jm%<0fnDVoI3|D6h!e+E0_T=x6Ihri_xlzXY zj!OQ=jjKNmTKvbW$s);fa>W*>kyLgbu)g4t?IUm@B3fsi{POoOJ`|zf0cUGlYjq~V zI{LU4dR5&mn{6Leo1eCAAj&joL<{NmFFS-Hae-a0G*Sd_gWXMy;a<T3m1gWsKAz|* zp!*6_hD9Yh{0GJ-yyv8}2{Ld}_+r6*&3IPIIM`aiY^&m%@%+oTx9M#k-@4xap_0YL zNaUt9;IL()OHgunoaIqz6FQ8KVuZc(l$D?+ZOj0T-<PKvpgQB?X1+X~5JJd8m&;yL zji8Bv*Zjx-EEtkQe{b0w_axT8p0}aOd?pv+A`R$S5%ylNYdzNAEchc{q`JF{<-+LH zhp<reP`9~AYJ;C45mG)0bwm!wSJsq$_Q4Qnff>EOHOE)4%VrfhWo&*eqZDg=1wK9g z`oBnOi3ve-HDGlq27S)y6p1~4mfmw>F^u59z>Q|tJg;%QX7#Ki^`J9Vl3dsBrPW*d zMeBTQAvb-mAEzSvadfLD-?hV(Gc+mMBAv3kR0`<9<xMQA@C!>sqxd<=(KSI<|J7y1 z_`pVNUtMHWJQCErKRX(4Sf?41Ri30nJ-niE#?nFzIErd4kFU%;;q|9J@;#3#w>SU) zHgDk(p7Rln=hZe70~sJqL=-oMzax4to_RrG9C~g2Itz+=&#-5~d9#8j^1Tx~qt(eF zc6v2Cc`|!{>yQj!Xff$2=NGaLe!b!l?#LrKhd@Hk3!;yil<d8)KF}pyy$5JWFA{$! zze_q*cQ_Sv$UIEOJQR0&I9b5P<B_6&K<(taGbvf{&G^1jkes!+z!zv$4C=rHVRd>t zJ;=Xf{hx7bvmn{TdD-{_a0YczYLG(t!DNAu>alJ~tE>Oitm0+jHyPvT><$nzRy}*H zm$-alcmAB3IEii$3#)aiEU5Y+ZKbbR#W$#K4!cGq(0#p83041=Iq1D~lO;FIP*87^ zU~gaUDD>Q_SF4=K{FsoAd&66bwoxUY^~J-@isrINdsa6k<kSWK*!4Sj6<SS%mG^#I zPTizdEj-zzJC4o%tCkfiiAoQh!kY6JW7P1gc+X*@`j3fU??Q_xZQ+25(GUaqq@(yV z!L&BL{v##}lW&{bC68DmrdyWp73if!o>xy8AsdZ4LS!^#dki&M0jW1V({5HwNL6;f zv36=#Vmk%4ul8Ryj97ZErFAzYprK1<w)f@hb*&oU+UJo}rZmqnlk~+0m-DJR5Vl+r z4}Y=zL%MlgU;mxkMaP<QV7kQAPhFX1!m1Knb1~@7T>k2RY-4QbzWvdqBK0X?Jc`Ua zb$&hnI4Ys)yGO+VY5qA|5yx2<N{^zZyYwXn>Z|n1dStJ&DSu2_44F$CnR9xSmMB%# z5zevOnzL^XeS3W4;A_FgQjv}#<~!h*iMa2If=-%<?}6=h{o6eIoQQKC|2^K(qo}2) zU1K5b{g}{`DTjG2XjcR#S?7YScKb5D@R3?!lzv%F(txo7Dz4azzQ-7HkpvQrx1FdC zD;R~%;1A@8UzJf$3%~D$?8(ilgMee<$TPDaX$5Cd<)i74(+(%IGZFm7@Z@|UEle6x zM{V!sBbw8~I?fIbmbx%?Va}VLl`Wa+Q(p6llPxb`g-B>j|5qLTyJPDaPng(CVFhm` zGYQJF%9GtUClK|6mW;H7cCN*I29!F5CmP&qyj@m!Z2qFINY8n*unag*XY!EK+TF7p zYD2wUUtJO|f4Vs!V`Tz&y<1z?EpRHCnEQfp(x}7(3?qOz!d=q_JjTM|;ldT_=z}}O z5jYy?M~}7Gx9$5qn>~PI56eBl30@=2_pGM%-hD<pv%hQZ>o?SVuzr`Kf9+LjbYZdc z3st$>i`7EY5FrSW5h>F5&TFPmNb~YEJnKorqP27Y`t6Rov()Xs0toH!9rlL*tgft8 zGPzAQn&q_Iz(@+=^{-Y}F76FBmlBQq5j~|6*{&xU-Xn^hPWNZcShx5zu)W<9+8(K~ zbrR7N=A`F3!tAB-#qn|b)W5b%Xmf_3-SWo$wMfW9?5tz<BM;ii9mqzz4Wg@gs;N=U zw@S68<hEP=1J!f|CvU8Vg6If85HWhZ<yROqcDp{u-ee?bZEdp@22B~TGyyYG1^ur8 ziKuu9lJy>GoBndsiZvpV>jd+l+4;b_TBjCehv1g!5tL`@?Qx!;TxcA=`?uO!E)74B zE2jay$~pbTmDu=t*hb4B&zw<*N^e;q>*W|k6X@yF<CEw$P7T*BNn%+acLrDKmw$UK zL|AY$nTdJ=iL;E$AxrR5rP{To&2q+pBfp*f{6SBD%Me}8evoU3lom+i_hFQ$gc6Gy z$Mfef#U0hJ3j)gt;idz$=iDXX5|-V-%ru1R^18T7DIDo4yQwWBYV6sCSNQ1(+T2@K zx|i)C(p^`>SlO9t<5(Pu0xJ`Z3%r(nCYxUw%s>Q>ndum%C&zx}>nzna#SA{>x`2K8 zdX6=(J+BA9wYj*>wtIyec3z0bthY;SB2XY#59@U~sUw>D9?M^>kl10s6smm{aN;uS z?o9sHRqS|yX4dgy@)Si5Pr8+L?>lm?&4e%Q0cL3U@s_wH+4s@=mVMOgifuP?<*v`M z_&UNuYdB3Q9r*?$J<W&4bI9ZDHzfaS(7r2y{h>7a&{2s{!Olxa=3xxB2>v8y%bc<; zr3uq;<07_30n2FjgB7xJF+pxa)wn>P090dph~ai4_fWGge!3npSY}6n{d{na>^Al8 zY!mHBk4v`Xq5X-qhdshjGd)|Rm<#?fvvh%)<p3|fe#PvkO6)s{AI$B230kV2@Hx1^ z^w3UO!%hT7&m>2wZ5w4}4uGA(8#d>+LUp~vf1>lCSDG!8cNMOHSW2^Onz4+G;LVsM z!nkG&EmgY{tA<)%PGLUdB|!$dNBp4jb!+o6&jVs$h5cu~I|YBfw~envzo9e6%L88K zk?<2xy7xw2j%#SqnLt&1rh1)Tq<j7?hAP1Nixbk*<wr{8hiTbTNotXkz`!`7kB7mp zvEQ_75=z)}4mc_Sbu;kp{}oOqAG-{VV=caU{Nxtg#$7P#3>ib1opq~tDR7{}DOlIo zvu7*OYZwJXI|8cv?pryb!OHt3Mezl1TQ7Us<I$eS(x}4;`dyzG;$Xf@L$J-UBM&|M zwf|j#j29?W_=YO5iYj$2jQ#^4|KObe{{H>Prhw@Dhl=)Bt50rjO~53F_YZI`;Y33+ zF1h;OD2aqV@bQ%-wn1cR?@F7!XL?VAbVcuX)jR+z-l_{_*|&T>aP*m?kbC%Z2Hhgn z+Xky?v^4mfq9x%yv^@95*F|~mOJ5t-4Ihcc75dMcE%w@!4O+Hh9=Gq1#~7|~p;bR` zLe%??iknm_6=;tYd>3N2G<}O?4|k&FH#pU`TzKvQwu4sP$(jEfel{6XN?Lk3p0T_n zaZIrn17q!mic13;`VZGpB6ncF-9CrMOdliG#WDNbV13f0+irBReP6MU2@gr$S|N&> z<h&}U{Cl<jF2H!JyC0S6TUn3dkN7h)_3MAL3XDgI|E!MuJnm$)-OkI$zi%Iyy};it zgud_?6gUo&@yT*|doy!fc`xhO;^&h}pyEX68;s;}&S$Ptn!NpuhK?vNT#&s93Vz~d zo=O|WtEnKQ>$?*l-D6EKevoJG`0dQ{`>In=_rXp*Z36S8ZDa5U#O*lPoX7X{q_*Rp zr5%TwmmZ_&7cff)A;cGd%O*~F(j_NqU;Owva70VZZ~MKTQE=0$@H^BXa(^PAHY5v^ zkRQ129QM1acs{=5A!2U!?YWR=A$!lx#HhiU!B*Em7h=7tjB5SO`p>9=gLys*0ww-@ z%~e?>&S2PW*9?|jLlQZVQrGg)Q`b72Z$kh6I*nKdXFRNV{tlw|KJwErUS&uG*QFoq zZ0OZxws0A%c5uiFZSce*Gu)5~uI*=bM+uWjUFkcXi>^X24wliIxaYF@_X;{3RIU$I zT^b+kI9H|+dxbcb=5;(?tWA%6{xS{>l(ackMGB;u7b^28DEfHrl-S?16k&nt4nslB zD)CBdH%SrKA>z(&B?ohlSDSWA)eSbbLxlIlq-#fJhlnOehHOo<;%GE$nO%T)z?yqb z;Naj8;daxX_UYgi1IAM2^FzgR<2<hec<<@`eLu@FOqR<1S$bz3Iv&{Kc4q!~@>F7B z-*P)fwoPH8=7M=QkB#7Ate1Tv_uO>w^q&TOgOmY-MbxjA_cE(EvR%Q_a8GkX2yKjs z%|yP$zjLMWI|#k`p(k@)Ji-L8xU*lP<2Di5&uX#fb4nS=ec=O`b~$kTw7CP>o~>BW z3qBCE;FD=J@-sY@t8M+GVBCzgzX9fazU53iRWrr6&4lkBKjrcx`}y_FOVbiJZTVq; zw6X&SofWnkzZ=GGelW|jMSo8%S!_ztzK6Ko62FsyXz44Gh#3;eKDhHTqMXqVLXobA z16^=x$%QL%neIC>x-NKnwpmstRLq!}@=sL!TlhhGlU&898BO0h{{P`qyS^Fzfm_lB zhVkfj){D!Lug)bHZb?@hzs^NOKC3|_8p9Z<s9;BwBvj$C6~K87$lAp=jCSI9yA!4U ze-vGNJk$ICKc!L$m5}?1P`ND0o%x;$6>*T<&7~+rh+$(%lIxP(ayt=noh5hM#O4wv z_qks-6tgkxVi&*t{@dfR#~z>0W1siub$LFYuh+9m#(EXZqUZk@HCOfFMngA`)yu>O zISEN9E!}IGCRQ*1o?!k{-O0WG(u}`s$e`KfSXa_tfvu~l4QCcKaGEa15+z>EN4<C| z5r%|7vu+l>^I*x!^vM{*i8BhzmZ?3H(yMP^dLM>gka++4&85X{e^ppyytOy6f^qy~ z-G_kc#BQS<u8b_ZZQAvgPPdRh>S&@%NT6kU0Nz9|z7$Xjk=C+~dHG@M8F^t+V4<}; zL;6Lvp=|UCNd4(=|9zXLs?`oFbYxl>&njd%GTwh~e!p`lkUfz|vwV3V^?2)QQIu4H zzQ~Dmsd+x{pLQD^IZdCkAL4enHsLM9u~qF;=*Sqv>fei^uMz~x=^i{(^lHGolSwzJ z`e`s=)v79Dbz$=6wzto|i-7&1#HwYoQWfKVF*+^axd6g-IdQ96)f9x<m*;sgu16cp zuf<)hDEkuf;g65og8Dg;X?aL;^_5;HWc2EqnxmbG8-KO}7x3f1+I>6u6ehBcKz~+C zK>Xe~D+B&mtD`bVX)Kx1oOT&it=i;IW4zy-A(VPwtJ<<VyvMpa3P?K|IDdalYnJgf zO6UL0ZuU|RVyX|n>{(K*T>TKTIX^tYM#{qEr=p&jIGe!7VRkWHSg8pxcTt{oaEAQQ zI~0W%z1C%Y?HK0x(%*~IAKnKa!~}>+kYuBmuU`bdQ8zgWztFuXif6oDooD{4T!P5} zcTSK3kHX*rHd+LWkyIHRtLjoZY3>C_LMCT?;e0>p_40><mYP>W0}qNPKUP{Ub>8aE z>YNE<!m|611nAF5&i)eYfSrb!_P`WUc+&B8tiMe3yJ{r)G%I$`z(2YSK5bdT))!=N z$pM3R!UP)_?o2SkE1>Zo(<WaJjpYdK2KXI+fm$)WH`M(+d-uqPg7V{Q3`r{t$Nb1} z*gWQXPZ%LR==V_7@1+WZ^{X8A;okuYaU+7BG|g|^>}kgmzHauDVfHh3%&lzqrS-5S zdg}E0=E5Y=lk|1kMiK0L?i=P8)}aeCpoiKgEvij91@!1#o9(z)n|RgZaNy)@DL*yk zy%?gO%EZvv5!E(dEWaNXaxQG4N?J;x;;dcCb(gxQFaXZ}A*RFxJz7!m3iUv?xqr{l zt~i*r{nKaqgC`^9;iAO8!Kg>%w^q_{00=M<k)%*W(OtKU`oL!qX1um+zO-f0gPMjj zI4u6Q3z$bZJ$XuP-EyD4VUq`(-;mteS1vYV-~U?VgmN3-z01PQ>{_;})3zqmtRVOM zB-&Z|L&awfgRUNUUH#Tqr<9^9-iRFqh{vRxhsTzH&Qq<I^JbYun_88wcEB(8s46k9 zcikAIuu$l(fYxW63~e|DsXl2`+PCMoe=$oGxVzl<4=Gf)Ww@)!rq}N-jy|3Ayg{7( zSet2cV)0%<ai7+X=k*ivW^sp&OZu{b2|wcgW%@AGqzP9~S_ytaU4FQj#T~toxyYy3 zLX~&gw{6NVO;x;@yR6SR9!p=hUegNRgXjGDtXk(*!2ZnN26knQ1&sFp^2eaEk&h4a zeoM|~Dz-Y>h^5rbm8(V9Y4662kzF5R3b%wJzL6cqh*x5w#q1kKul#pzU3bZ2<43$C zt5t&T`rvV*Anm^sp<k{sT=SwHb)|E}xjUuPM71Tl#`Yng{zV~U&nECSB2p6c8Yu+# zfmaHr=O1{nX#Ci^4+uHNdQ&i{XMoF^l|8W@rSiyBmHIc8{OV6IXFVa1oUdxq$)Aal zR704de|DSlCm6i1eQVu#gxmxTRc}QX0P^Mn1PRkYoR2@BH+?cmCgqUub69BR5D)zG zQr%q7q;Rz)nyzXGsCRkRBxyE(ZAV2DvG0Ym<Ls8U0%k?6=-E)QiRvo=I|JN|UZ|~J zKBJ7Q^nI#|b0Ngc#C1}97VWv<UK5nDRn`btHTSK7+08m2;W@5VL;H5dc1VfUhKGB7 zQy$fadcy;HQyXHdQfe3{<h_YGwPLgIYcyL@@ypsEh*UMK$XlJZ+Gt^0;TaI`@H-3Q z3Xjvq*`+Ttvj1iabxwM{2tC<;cy_MOY;COz9$!8+;t9Yx(c|ZDLRnj!7_kT|zVb;C zEY=xjY@B?&!q!v$^fX4|jK68pi@i5=k5lnVE|NlV@Q5wKn9136&2=Xjv4Mk*IYm^z z!x&7^ju<XMPnDOrs)TKw@`bG=!XmpZ0f8kUOVMX!Ie&qEo2==7Y&~<Go60ST4w<J6 zHp(1g1lEnZxy||ubiWt_u0y6kIa;GtJHKndobXxrmt^<@*>A~y&tLu$O5JrN|4-DO z=uk>)AS5{qxe!W%V6Si%DuOk(o$is_n7$&|ZU-X1wwj<90b8jNl#GI{M>$rc374aL zl+)mG;??$cGEOmy=wn7rnjidv{mErE-w{<UCAl$X8eb-pszEaW(enMg^Pq=DHGH9p zIiDpuI#y3C!d|+q;$jpCZP|KOV{-W#oo1(*Le|)MGM9GQzPe=L0v`*|e>@q#?;ET* zF<Whs5KXG~FxxpWn<oRS9p$I_M56fNxPPrP+wQ?-`kN#(f5e0`I-tIG@;~ra(Rm=S zDKUkQi|-kXMkD!>6tOL}IMBe{7SQZxrfj~LCoQSWhJ@Hd`A+@#;z&YVF|~^>E3rs8 zu)cO^*+}0g1}yaPMm@}`_U(#KPn=T|wbGJgX@0|e_f-e+;i2{NW+XU==*iM&UNfU- zzY^aPcRoh>ZfbiZ(%_AIQG9WcFn)qzBsL2L=uXJ1R)DVME}SXS^X`3WgV-mShWvi- zv@PDvn#qjR=r#M#Z*mEMFc*9i%DGl2c62hHztd=W_4Hc3tcW_1QT8H8z8AmtNjnvW zxM&H{12MfB-DAM&4NI;1u|yR?nETG%!1{B)Yd;VAoINO2kp11wM2%cB`6ZJ+qTyZ* z#(9tj4T4J)#*6pE@%E?~OA5-sR8ObL$)))1AW9znK<+VCsC*He-zjaqZ#i57st%=$ zZL_cT90*JwXw$gz1uX*E!JnYnpFcYe0T*U6TcR3MekX<femA!C`{M{;W~#dUP^&)t znDxh8d2tu*N5V+|M;DrNhR-|A(oLdwLPa8tIw6hh=t`ShKBNz-)-RnAUyVCHw;&)t zHiXWoQh3zi5&pia!O=a3{s#^HIeBK$A1P(v50R}je-asSBf67vyT;{ih#8kQKRXlC zUgr88SmU<RBsB@2;<;}Ge=+Rajjxf5c#hs$F5x~poj%LGByMBNu?@erK`fEIhqJ>9 zPdoq2cqshk!15949Jtk=b;;ChAO5ZN8oizU<joLwbm2YCHmI>a05_BQwPV`5TWI2R z0M{}iXT#yUWJb$pAgjtX1Fkr0xryc9r(2nO>()P?XS`P1zN)s65vNff9wN>-dz`4V zezi*^IP`WB&t10<q|-jV)RvUl`pfO-(Nai8YdbP6VtF<&QO30sbfaa?lXDQUy7NL& zgsmb`cvd*Or2faGB5ZX%F&?J_#YnScU(1TVy&YGc$S=qTeta>dXDD<yzaDCOAGV$s z-6tmF_n%|=XSPcG*r~x)A?Bt)kf~NkcBugHe^XIijTyd}37T)y`eUm4z7~ZT8MSxQ zEeXEagL;|J?cTz3{f!iHJEYE88jTIN3`|VE=r9=m?`rfnEkk6Svo_GQuTE;98OF2_ z-WzP_am)i(-zYXkn#f;b#OelkPU$VK6)yhOFcnD$d9giiYTex*QY(y+4Rnd+&uO#8 zDie!dCes}p3Q-4ZHk+Rk-M*WsOx#9%D&7KA9z^e#{)_(-Emx_K0A;-<>Q*=z@R7h7 zUni3is5fpy9GnVo0495<^K(4+l1=us6E{t}9}cm7YO08nX<SowwSvr7s%{?6J5IEx z3;`acf7y8W(XmE8^QUUIDZ+%(2+rXfd&Yj@%OfJ5)jF}ot};9z;7S<!ps5dFyH(18 zY^i;Yp-cd%w5zl6w@jQHo8LsQ5AZ(NAP(x138;ftSEoF7AUFyJ)N(9_@fbmgD-6UK zZ$<Gj6P9XR<8#3EiAlA@mgT3jiMI?sB$r<K|C|?A)bDq=It#=6T7&&LWVV$0QnSWS z%v4`du#!8bI!&NKe)t&95z?SGx6#$ZBf9GqkFJ)Z1E5U9$05dscQ!#y<<()n$2g}F zL0;Sci*b9D2jwg_3+}l8-HUhyJF>K>0MyVn+546E;^`4XPZ4I(kEpRF?B$-_C%|HD z$>7NCt5BIl4IPR3n<q3=eN!2&MXJV)jcP*v!Y8J<$m8r!F-gsrU-qiJ%qz-7w+8>n z5pk=KW6YgcXk1xv>134uZg{(m5`i7c#HOcJUS5bvZ*^QplYxw9F-7LR4?{nyI=`4Z zxHi+={<{|zpCaSA^l5r*lU8Y2o<5+lf5youN!BPR)CDVM!#MxKz0XMPI@jd_m|XCT zEqyh+guC^S{k4ESe!_Wsh#p{jcxnPzRqg?)oD6R6CCxkT1=^;1wB6BhpFy~?GDfe` z{!B31pRk|%)>;}c_h+Y#p|xUaZ%Z1z{+z1~tCY;$_#<v=%gvsAV-uLFZIVu^UV`6< zNZoP7ifv&^!k3?0D5fFoaN1o={<uT5r9bTd&rOd1x|OR90`=CRxr}pn-+!d&{irI< z)}y0?-}mh&g(hW*mO~*SclLi&EspZe^MR~l=<0)Hg`dwetVg09&3Io{t|m{Y^_m%Y z{cLrtL$#Ekk|@s`krw+U+bN$sp%?y$t$u$a9^2E=p|Jbp=~JoL(7Zod(<=36j4&5C z3IZUD45V`3&e4_(pUGsk=KjARe+YadtQ7nDVBJf@Vmrqt!|G@*-b|QAsNwnf^IivW z+&29)uBsOx&&2gz`y+qg`LEcveRfzKCh2w)xWR-kl+nN@=5BIscuPb-m0o{v6CxIa z+19S79yjfYTSgLGe3p6z@#*Z+r3pwMZ<*kK`~5CAuQU)*<ST4t;@m9v=QX;1|JrU4 zDo&o<IgI$xs{8x%<o5U^-vt+v*Q)a-Xa84q_yZC2B-%RL!LM%klg>)@?W(Sdiad)a zsyEBe`*6GtWS?MOE{>ae%<Kh|nZZ92+}VcCbmiQRcXb8<^sE*`(q*RMk!<)5+g3mH z80OnanQ8g}RbO|Qe6Es*qir@e=Nzo6RhY3CSD)9TRI*YKve#>4_%AFwyxO`fV1IrI zJ9%=TLJ~wOeJbiO?K!H!{|&H4-ooUzT`s(luO7Loi$MLIg;~-1SqI}Y;H|W7gIPzr zkSLb&Mxm;EiF}Q)#jNqYiIV|amNCkRA=tNJcQg4E`uq1=WxW6Ax6r5qNHqXWOA?2S z$Eu67FH8hWdhWdo)ZF*8?XYcC-*BvH)T|Y@%=s!AYj%hzcMPnpkCyIVu;Wi{XiS`P z953rr&ESWfjtluyvGkQBn#)Hc1D}qe!a?J;csEFitM#GVTUlUIhv^aDbRW=_X66;T z#i<*Of2FQnst#kZ{-Xap(o!$#M(v_cr<;6}VqcT0v23ofXzI;(%Q@cY-5Gh4?(h+b zIZriLEL9pY3h4YYzsnmIx`c0$(N!^^KKf6L=l<8ly~K)Ge!IncWE|>QA=S5E*|&GE zj|SK-gf3-D5@U}__Ppkb=Iyer52cG_wa;)we@x088y4h?@RBV~Oj3>q%f0MrUqYw! z4>%4h*)Zt8Tc)h62{nBZZtbVSo~90uzYmy5sBT1#`Fjm>#q+nK_CC}m)T}Yi=;pg? zKMJnbIE7In#{Tmbcs<&jeeaAg>e)g3R?DHV?7<AV!SLpuam2pV^$7m><+0F)3-ez4 zR%=@Au;zo7uR&&9%!H&BFPWB_C00&AMV1y__||=6a@LJg-=!Lx%!%H={wOHLf5WxO z#*9jcQNG5H_S%*5(Hmi3oRVoS7fKxq>-`^oRGkh9ESa__@#`~unY~4=<%v~oRxRS! zEb;vftqh;Az_j{MjN&GNiy|SO0#4ORsnsdMJb1~>8$KOdMwN|T6US5ZW&~_nGm{Z~ zX2TTmNpsaES$kBY%C?fw4cv^|GWcA?q&ZxGeT=m=Hq+`mz0j8<3BKmvM*9EZm`4a{ zFV?jcD;(eR05OH;Kh#V_iAl<}7CS?>`bC2j(-)_sAm>?8vQ~0t)(S_)aOF0!2YcOp zYi{H^f$gWJu*HGHCR3+A?1jkeV-zt1-6JTm;K?*`Ot53!!eRgmcs}Or4}GuS+5bX! zviJ*mJ(=fE0v^56VeRwEVV0$@%B*X@o2g8#KAsM&Hxdi7N)#MpM&0=4Zqfz)rB?hp zyd9JgOnKVF`YR|>k(wAb^aJ`acuo|*cLTC?HHgo>yLOK*Y-y~qPjoyRZbgI?BXUg? z9oEZCQ05-NPow|1M?I8TK)tG6|Dg}lYT{3q`@1ooiNT=EUaHD4Uq2-J3&7|c0drzg zhK2dMBMZB758bGqD%U?!p(h3lyW{~xlN?1g_}}c5sKkVF$7)(9330diyV|hM{`)Gb zUGcq%X|~z4ix*BoGJMw0zhj)?%DwUh^sv1o=HY}42%X|j76(-lL~S;4;wD%4;Gjpw zxBhXe>;ARm>FPvev~`t=-A;6ELVvLBQ1Z%NvWezb@!*5Tha^~|yqLgSpHy^GVPJT= zzoK|BU)?e}9(h#{q>~}!KMlP;0WRcC)1TWa++URoFtOsM@+-_aC?7nA-)el%H|JWY z;`5VrB`BpVp>hw4Z$sY|ilUpZM1V$molIOW_}IcvvotG(0}HoNwGFN4{T&A-ev32F z^s?3PxX6qfzuDRBNk+cJe`hZ_?2IqmS??T`dc5~6F!#pe=*rR-OaFKug1*K3A+x^i zqvTJ<(6{RKCEUcZA2XWd_ggQX2rUM8y`A~XbTUtesO6<)ZD-;d0D56O+Nx~@S*ksP zsm|!F{-vF~EEwkYo~U*0tX!jPk-9*<Wh=!y@}@!o{swz#Vz2m&q{@q0{%|F9dl9w# zTXj1`y+g{!TfIt&z9aR=4XBgK67^jWSn`9}cYm0y5R~2YrMa4WP>(Gvc1mu%dd`wI zj>!sW>aqzqlJiMX&BJ_3=PekJcQNIq<x?vSN~Owfc%qL^i*<MrJin6R;^-z^TzMmU z%SNnOG>_SdRfLPQhy<aRr$M@q+3IrsRu1Qdp=b3jzVyw>|L@W)IzP-KTzM(9)EH<W z<{r*zeD`aYMD=fjtEd}5PCxJ5h9BpU5WO2&xXC#LeaOgo{N~QbyZsmM0nN=FC)E=! zD=A4yNm<^>zI)eDu6GnkW$S*peD51o<XgDmz0rF&vPMf#!_-(93LShf7lbjzr-k9e zQ3ytO-TLnSocwU_ZHk0JI@YR9VEW6y1&G|l3E(-TCp~!;3oagTj}FmzR@s73EOJsu zoA|JH2XS+b=LSmZa(1&GR}2_%^OEgbBT_Z+o3*Yafd)_w{lzGtNi^HD)8%ohur`Fz zM!NaI$BvWJO86A4C|cdF=Iz4&<}{SqBLTsM2VkXAxZaJINjI~5ajhs5<Q<z^@~6QV ztc|o^U9I8e-)G^3o4=2$CYWfg?{7eo@?ZKElh14dHdftTb$aro<upV8Yz-JD56LPE z8Ya6dbV+>E&jg40QdSO)^oh;qZ|fdU3-a5?J*xR^?VP~vuoC8+*P)#!gMnIJx=2q6 zq|XU>VONw%(xS~};Di4()1f`R!51WT-^yA8i6aE+Qz+%QywT~!i&EYLq72b)zr+=c zjTb`Tt4z_C^mkfM$k{NTiuvto*f}CEsW|+y-hm)IATg%-$00=&qORu<V6HKi8=y-< zjjw;&Z(&@ZLnUL~69c$e9aSn+Rzx5da3rh-&$Y*03oX_=Yg0#*ZOKNQXWrG~)ShI# zJdS>Jc2T|4M+qLnMn)M3#^T=M!yXk1A5`s+nXc_J&$3~~VGMWwRq$&Sq_G7B5tu8- z?g>9l2^Sfpg17UY3!|>Lx{^lJ#xys~X9VoKJ&NvWc~ZdBY7&WyHNIFW1t!lS&|BP( z|FK%(>S6OfTKisrWYmw1ie9u+b>l#n<`=D=La$w<0tFt)vBfD>APvowOj9DSL%dI& zI83S=0T&>1bL22uv{$aw>h>EI4@pOIM6FDW!DO7oruL*3WqQ^$TQG3CRjVUM%S&}M z>PwioK|0CTVR69FyiO^AcVnyMurCt;FN!64q{NVRKzF#}j83fGPuSzFVsc!i;}^cY zD$WG5kJ^**(^%QVwdohXEOyd7jr8uxf0JUjcn|u-Z>+Qcmsp=4U-`^l)EnXaxeibd zHKJq0*^93MfjyMPF7V`W9u?mR>do<3m5oi<Wj!fkC_ueWt&^cEz3R{>hEoOSSMC=X ziy>>RVh<G?f3|cAMFdx972u?pR)+LkbB{e)9o*eO$T75}A2YP&>#T<9aR%Opebz!T z(Q<<5-ktuKm{}M(*lmn3LC>ZaH=f#Mt0cJWv}tS?L;7n!d9sCDD^AP>qw3ictr2pe z8jQ=-rG;uSKy`*6&W(JKl@+;l+N+q^$(RaVoO%!FajQ9es}?nMi#fE)3<PrY0SvZw zRHq&k?Z@IA4lJ_mH(uL+?g6XXSzl);rhGTKpB{1jsd!f3G<@jJAQG)8+M*3z&!F5c zLVTAuiq#%;z!Izf=u|Of2#@EIUM`|vWa-4QUDLe7QFHB>R&I4i&|q(YWg9~|)=txe z+av9}3D&~Di#it;XzHwSFQ(ja1m~uGkm6?H?QU3;FB7R6CW#l3wdj$F+9PL9D}}+z zEOSzfqt_k_3|n;-DXA>V4oaKP4ZM4hVKgkCN4OW$!)N-HBtRb5wKOMr8!N4t5|L`{ zd)&2IQ0ZcB=CoQEbs;t{wzTIBv^LcKt8L%|B?MCTBdzJoRs^z`vxSI{N=wm6V{6a{ zQ}qt4;A0_&9#8@m(!&n`fuGV$e0{p73+CC(!yvM+kssL?k8jqGpYrkx_8dm|%px)> zI$jsnc2;<-u*;a!oX#V_%>k)`=COF*3;0-OJ@Ou5>rS8nWl?lXH$BWa)TYYu@`ApG zxX$*wGLlhu*IewwozInB4kt4Ggt6ttSi#~Yut{Ye@4?{jWY9~MM<%y``=Ydxcg5<t z+`p!Raj51ckNjOi`H_6s3feqQ4P%+p9#6mDLo%u~@y`&N#EMplfqAlfm#f5E5*RK? z?Dh=VooEX33@j&L2jv}SO5GcFe1SQB8y~*?cHk%+$*DmldvsA@xOB8?6LhFGLiZ_n z)-=eJu7s}@BWxi5oz3ZsN^Dy@NtZU*8*R4;BFa~QX$D&-*%>~~Sm(z{1$~yEhjSAv zyGwLKGMX}m32iv%6j`tRF-M=$Y6EQ_pvr<1x9^SWU?IRS)BEatyJNA_0+gW?Q0sAi zCAsbVBrA!Y%*t(7<LY5uOqY*j27CjprT!Pjp8}+Pea11~FiY-r1mj#_9LbPjOAcvy z4dC(1Ed*d^f_NinW#weInG()I>5hoG`*`?Tg=ju=8?hi~R8q6Z50Ycf*+d0b^gUOn z<K$np<}q{LEIJh<d&wQ62a5-|8PgGLCb4B>2kjMXXA-P+{nYwnlHfp(M+0&=ki0EN zHs>xEj-Q>?4`^P}mO<t;_pzpS8sGNTim<yYU_4PY^4<DiZ;)Tuqv4g*!Z>$pVFSYZ zw#-{Rhc8=^Jh{ZJ^h@SxD&YI75*=r6ZsSGL!yt^LVMl4Hm&#4CdS_f?-v)?$HkZck zvO_2g74w&>lBorr2{d3=I4>^vdw0c5Xz_D9hewT8azR0|&w6yE1>GUUz6TSOk_DE` zaJx3yJeIvF#{`Fad+7Lox;B2h`B<tY)le@~#ceqJ=eA*4D<Z(oy|;aRU$xHlvggi# zLVLmHrdrNhR&pC%mBM~Kyll1fvpQzw&ad`N;#aG72Fq&k)b3pam7GGO3p9jq1LK&; z3$QabF$wIf6Q*jq_+$M-YZ^|*5h1^>Nt2!x%siZpfiM(ncjlFY3fV48KlLQ-$BcF| zW>ib8zi^2Q;filZSzjWd#3ZN%-eoS~dqkzNzwJ9!`uho5Xe^by(B=`S)w+Kit;D)g zusAE(5TTW=54ZYGt)b$G)Iymk*O|%WFetc#6sT3yvZ#ERgS>+d-jwkBKnb6yJx6@! zM7*=PFq1H+^c&%XAV_AG-YULJcN|y!RuLF%RfFVewbE)`BXm*kM70IOnj>e%2{QIV zi0~lHd&nQ9Rk)c#Mst@l+T@9rw?9<0k{x@0o`R6TNb0*3|31)d`lhyhu^90^Yd2a6 z{rw08lDUYo9zrJ1@SfmDbLwlA2}8I1e@Ag*b%DCt4yD~M{o^a$_%^P27raj+bEv(U zi>YNQ7jMUY@qH|9s*tc~Y@r^Vy&D_J=XZ)P@y?v;u<(x#H=f9uqQtv1R$NTB8-t87 zmQ`jwru_+q9}c<kPK5ML^VoWPqbsdpjk#^oQDJUeaRm9rV~NXuL4)Vmg#?%eWk;ka zOa@*pec)M|?D%7GJgMe?TXyNiS=P1fs(7-^99SF}ejG`IGiO$f*S~enD=soBn=v9r zbbhWEHjWYu?!(c;m^JVdfdk(wE&6jree?tc(70&cf_3{Xgnk1_6FB^wbjFocqXfw1 z*HjL*oAa)=h&~o7`aC_g7lzCp25Zn|cdzSo%rkB<Lf-;<p3IEv2mg8a_{lq^p7(c@ zM)STzn;j&%W#YF3UcN*5aIvjl^zZ9XC5+`+PPn#<uB3|VjL=xqz?HpMpC2-;DH59y z?j4g;;qP$meW1DLF?(Vx8U}b1__Y3A;YXX%`8xmO=Ad7yhI7V~st0#(<lHQ3Sua~C zl+M_&XxS{Y&fo%CclcM*mt1Gy-AJ5A@q`!vw_83}>+%ojYO_G~bHRb8fgbUyQEvQ$ zV1RgexVa>3bBuSI<x#K&N>vM8=|y;ntrkJ^VGa5)aCxXC<?pE(=@+aGQ3T6ZBceeX z0!^6XnsS0p=^C1Dw{Z6M&cxQyw=dM`B(<sHDHtHBj_VYt8Q+`MGdZ60vYZAbC{x_n z2GBj{K!`qT<~k?v=`T>;XxRS<?Ngxpq`gbS(Z<_<3M-ixbt3$Vc3=G3SU7Oce<fI* zH~GOSJh%@v$v`C<R$Ssm>ctk`Z`^c~EDlLj_7^wEB)he{Y-i=qI$lbwd4qZMH!P)~ zM#dMED4M<2(W3I=VGV1|A6k9I?^eby!2$P31FcO_=D?HjyHWj@Fhp&W2So)bwd?1H z;R$&$c%A^kMFRN*{HxV<<Su$eJ<wmYcvF-7She*5R!*Vg5=~O|)A>oJ@Ki_tF#jw# z5kJpQzU6vBdT4fEqg3%NmN^bTOb43>8&5krhs0$%m^d^h7a+b?7=EFQcFrmWeG5wK zn^%+vDIm?Y%3BaC9;p3$RKpOEnP$B+$XZl3nj$nSuo)5^x`YE`JSfI2*Fns9mea^n z#VA{n;r;8q^yI=u{nC${cWY7z*LMM}ZUqgOors+7(W49cBkm)9q#I3oD!~a+xh@&r zpuOT5Rr6yWlaDDSlR4b$jhEZf;kh{iixx0suzIiMH;bCdoN!c_rPlTS4!bk_wM@YZ zECQVB6HLvVlI?wz9)gzdF=zP9I>!~S>}Jm*D{48hN;)`0GB+H*I@LGt=#>u;v&r^c z7ph0K5+<$itADWP4KS*LBE;1))fZgJ%KcvZ($vxu^-T(C#T{q&6h)z?$$Vp#olWP^ z#&hGRZ$~Yh<-GU{Sq|V$2`z5m15Dp4916K^r9KBMz6~d#d2u$)N^t*fDpfSHUS#tV zzwqmbRpNX(GK@&H!AhZ>>LsKa-z7|5(}@fs@g4~TLt0%U;d(p#4SO-pt9{hEZrI#@ z+lfWETXaJ81-@s7)OL@3v;+yYwvGlU<K4OfI947za>YZ=oF#kUdS+bjDzr=qn?z8< zt4oDsPVbf$f5*?K3vZp&G6zb=n44s$SLhxGO8T+zm(u{p8;HiEg%B``ESC~zt2g?| zjFU1~(<8C29{Ss$7rZ_YgNV%wc?*hqILBBC6AJ(7m?9a{WL`Y&p?NUKuihYbwS5I# zEx|B2&JbsS-n|QU97K^y-Zzwi3-5W!=aGes65X~VNqu1=R}ZTW&QYrMEes5vzWjv> zJMnB$ZDjj^Yh{L4icuW7{7vQFbr!9)MKo_vdBRSIYA0xO_^;Baw1=FrpPG`X%*F3p zrojfUIM+7Ly5{%AKOP>)<F}lxdj&ShBa)VXG%e3N_Q~jHnquGDcq&o7)`NXS**h5~ zl@8kA7e(zB9p_+?DNf(A=df~!DSe{jiogJC{sw;AY<wZ?orX3toI$DhVEN#OZz0m^ zOgkenAHF^)KM>ygeju%UAu2Aw1fFJ+C=4eZDAl)n#VLS9h;2G2UPM?J^S-X2BDY{+ z!R{<~Ne-=;V@ms@b9Fp>mmBvVYINtJko;7^!L@_?pF4!Vs?9MDWK7#LA(ca$lV?7u zttfAaHM_WGI62ENs`s+~&CU&%V?=3CD=%wp_^;&Z6RTTdz2q4d__wb+7#t4A4thnD z!4CMfQS^|S-ySW_{V=@z^6Tn=f{}DfXEs^C)43h6_YUUVmcK~FYAOZUK~q3$o_M8! z^f~EBRim0&D^29p-}7(|x%OXT`|hg9jy=wMUJ+=zeBI+_j82nylxllAZ1r_rRht^# zbr44a-jK}PZTFoSeO3CgJu>P~pH^iPs{Q>W9ZxO(EzNRPoybpv<4;FQ`l-`9NCMUG zO;@%j<g$&1TUPKnoDUSCO>G)91%mYJSj*3iuatQf7_y+q!*TDjLEc!>lLsv+g=Q)< zYAaXfeL@nMIc4YI06+o+i+3bLDj}+xizX5fP@XbTKBc3^+jDYWJGVoF_N`4OZwW_^ z$%{`rRP;ya=e#TjFq*mE49t1{Vi}O;dNk*!E9-LXHc&V7L0Y>4ds<9?@8C%gE_mG2 zd3YKv!G;RUK(prj9sH?tImrA~Y>6_n^Jr++^yePx=#y)H%*Xy8-VG?&>1{*=1N1bP zXcOe@QU`a0gLbhpNTw&e=yQ4Gr;g`;$Bvn9+oxVz$cJpo?<Mm8xSM-P1K&6A#!M77 zpyfj9HF#rhdrkhgHFjRXUm|iZ`TO%X3X@8@^A7?mWo{-X*M7xq&c#vZtmR(H03EYt z4j)k(&!b-`Q4gcZhlUH5S2-oecGmqV0PoaY(e~Gz>yzq`b>5NU_Eg9R8B+kfzkBmg zI?{!@wWq<NJ9<riKn$rC<ftNhMeEP`Wwf(q<Toy`lr6*;<s+P`#0hU71PSLt_Z?}C z)BnTQ1Ao^M0F)*mCCUKA`twJ}ZMU(L?;c?}l=WD?(mccE{F--<n1Sl-h1evw#|HZ$ zq!(J{P7Qq)pLItF8bSud((D{<2(rh2(Eu*1t3_Kfa{SW-q@#m^6dE5rx|uu!rmai4 zN*AXhafW8{s4o_Qg*SL9zh(TR^1#zd5ilnc2=XHx6We0yUt^Uo-RhD}e#go_xHh@l z^D(~)7lktFrbJ5F)DVXn3r032DgXR5&D$0~jClONPN{(be|#CGFw)0hhreW7%r}F! zY0&IgeAoC%mV*iNjL!prV{V7V!F|l2J?VTaHXdG|2(RCg4cxoJdvO-lzp^-A&@gKc zO(%KCu%g9`qUB_q)7(+7LF&Eb*-J`7JJqcuod){=M85pqWxPlcmZ<Wj{6U(FS#4PF zcKaFpn!e*RQ+jKCu#K^Dop3L&=*MBva)-j}Es?HC_Rc{Ja>&CCV}xb`{1ag(YJ+wW z(C0JfEN6~!+oOcBP2c}6nwMmzZdT|i#ooN6a<dDuStea~Z`m?@=d+<#1;OBPG{YbJ z`5N|vYvj;rW}h(0^U2QED2F4>qpE+?rxI=E1{|=NigWAYUW)^<{2V!8xn8DuaLR~R zG|aa2?w2AnAAWUyJ8tqbD)P$jJ3lQ#UUmk_H;cK>NW8qHZ5brgaUtyfb77}?|KpmJ zT791kY99~@wGc$ZOn!^?FMH#a6>>jS;q9^Um12L+&=T3ibjPV3z_NgC_rNqUFWIs? z9c65hK+_a~YT)J5ltX_@S&lnaMngq(Z{)MlegAy6e%!4yCXiSZg5%}rq_}0SdEp*e zi5yhj6SazQ*kP@>jHmwsjl0^qI=H1oWBb+ZgpG;GsOwxa6eXkBOuY=!jkhN!^gmcW zGs>$EgMgh2D)i$o5WV3}@;(93@U4A?*8Mp~mGLz^b-sNHHrTs&X(x+jCv9J_oPzvb zo-=GldDPgBbNGp<KzzT-ITxZN$>v@(W##U=Z1n}M{7+($x@I+>5EHn(C`?ig_I3=| zDVr$RLA;Mg-GMrpYc{^0@dRRu(=_mx<#9l#l++{w<4xyObi{U~e*tn_+@~HlLf99= zW_*7&j2Q8{97Q-82)#%*zBy6(&Lu-2DVY0CDQ3Ic1Dgl4&v{vfkG!A|d-=u2^M&2B ztq!iS^uJl70v&X2C7GqsQViLFmlF<6NLj*3SND<J3vfiY$;29vCkShoJ4Ezw9ap8B z&%=Y3qq6@0I4lWcOE<UY1Kt_oDrZYhAlv9lrfdO5m{hADkV899(GiV3uwObU!<se- zT-L@f!TTkFOJoRq_(p!1snK4ydEm_OFvAnp9$$naWSfoo6g#DJRNI2q)aNhye>~0d zSy**@!pO|P;7la^GUzGu@C#uz<v9)P{TL++^bB}it(L?OyimnZ1q0Z31r<1Q=FZCA zylN9TFg1j+z(Y!#(d3lfdP42>G0l@Xuuw*3LkpZBGzP2LorM>^MfJ`DVsI^r3c0({ z;YtNY8%nfqRhA_32rySC1?cS-!h33C1wzJZp}(4_3zqE<tZNYKP#v|C4DarOe_W<g z!tQ-ngkgqP$Rn{%T{g?)ktkGaPS^#uM~|ez{@%G=O#^q*=L;2p;A*Zn7^6Fw&dyK{ z1!C)fq*Tr^BclY37%Qm3TNAmZxy1pNdc}Y_`K1YRT^LW)F{V3^pDF7$9W8e0Axd~_ z@Ah;3?8SyjoWi#nHkTHx6s^BX<@Hai6%Xh``FLqvyWh>&-J`$*V+<s{*tNkp|5}E2 zYOdDDb<z9h^lpouQ4pP>vu0l6;0k4RRN2Tb5$K^Pxmhl1B%VnUAhZ@(47K7-uqEcq z`vS2ZqQz*narON%DpoQe1OxuJ{b6q+Z!kRg6eOd)xI@eH$7x@X%=I3P8+9tG?Wc>= zTBlg|k0)uvPVOE&vj?oQa%g%#Zx^t2mQ<&pyK?JOQ`n^8ZuQWo&2Ux+d>5SFR^^Hr zSQ(rXd)Y1u#b}d}eaqgwCxNyNv!Bq8BWXu6gRQQ*J#qhKH(`;gMvLzcCmAb`G&(|@ zVjnS_$q9M!t7N#7513L|OArcM1TH_-!GDcWT_;uLA<@)&O$uyUPeNgBZ~<yHl%;I6 zvcS&`3|GUVPv>4L*X&NXBPaEGNd4N%FXH>*06nJ!j+nq&<Wiob0QC!6iP}u?;r8-& zkP5wTOuWNxfHC83%?fJ^IZiQt>fU>+p&?Y@Vf|OpKe1mL@1M89TB)$<6pNoG&!_{^ zxTs_!5Up93t;G*mo7I<=dE4JBQI#?BnEGKwc#09068j+k;38FN%~QLn@NYQtz3d+) zTB;j)ODQxp5KnAo8Qv`j5e$^^JCq0v=eyFV=rRp?4W9@*H`X^p@gy8!@hH?wGiut3 z93~y1n{eQJzA;#3zc(__UwwV&BCTiyn{|`cX!{SW%&Oh5wT}D$0ER&3RHWZn94U}n zKe6zSs}3X<Oy+1otA)aQO_SW^kW@N08M7;$k*^5$vZQPQIZe*Lr2s}?J<vHmK{CJ4 z+St<ki4Y~c5THY;zQ%A$Xe0W1TO9XK-`q*O!Thbm?44i|9o#C;Ha_^LsPrwiZ0=B* z;~slSh10nXE5Z;BfSJQA&hUFBPR{V3n-N(ln1VA9^*rT8)k(iF6?u_@#g&wKcLPID z$dX@{1tOfX_Fwh2h|r0_w9k)PD`%p4hbrr^@r?HvGuX~R8$TR`hz`!6H+ClC)U46~ zTD_ARp$e68>w{>^9P!Vv8uN@?;u{$dUWxUiW(W7%wY^2)(M#-6j!*2;Q!W=xssZ=} zHGzXjHSc%(3{t{*ZIJR~){-ohl<#S6cPMv%rU8H;?z_hboIAvi-VaQH_N=7j6s8=U z^AAt)3&DF26AplR%><b+1flgyD<8Xv>e`d?)2Izg+*wEr!3@8c_d6;vXn^8gZ|%ay zDR(Tbbk=~ZMUp$BPx)0FX5b%@6Q%*y{_HlLg>^E_bQNPZgNCCDutg%74P;dWzc@_a zB~2&02X%=ocA+Ov@Tk&q9;*ehQWzKWBFy_<JkhU#Iemsa-4=VEHF1Z$Wya}8Wg(dl zPrx6Day-X_2$)Y*N;?zhnArON)J9tA|MO@7pvPp2f8%r@D~S1iT-!OHHrfo_dmX+c zAjf1}f^Pid?Xme^^-R+w3Y(|GU*BElZn_^e(4GXjO6~~y)logNjQD4udZ&N3Tm74T z24<UZ?NXDvkz)oU#$++)Qcu=p(-disiUrL<1DXY=?Jq_SoDp>jbC@<v_9N3Fcyh3T z-tdPM{`23+{G~=Q<msc|cQ3N!0vTtcdU^H4@B_ciEEH$U2i_94Rp?a_$;dRi6+GBV z;@h0=q&<Mr`8esm7o5<VjPefP7#;_S67IF87ETWnnhdw?^&3DCcM`AYA>bg<iKzHo ziSb2Sf|wkZJ#S;q3kG9If@(%Lynm2@=hwZVNEq2Vg^j~2<JJ|JK<}<`YQ&m%Aac@% z&OZQ!KZnbY1xW@-AU%7;b*Rx(NrZbLy*(HF7%MwNy~*FxT8M_n#|(@VgKjK8&Qh|n zezYmxNFmF)R`dy%!&)pmI$n<3HVS5wU-7F2>j9)fv4~66q#C_zF3)NkL}}nFa_eq* z+biI|@u6*-@iNOju|}oZ-TC92m`jNTN{QOWJfkm^M3P!>lCnkplmKbpnc1ruN_$Qq znUiDWw3frspahheRcsH*Z2Zh_l2BMT^vPDZJ!}4Q;LD>CJVjj-5u-<mPi`W1Z~e;B zk0tJ6-)0z7o$HJW!a(@`ik<3zNJav;YHw^05=qAMI}<@ncgH}KHjsWd_ckT=n;a%3 zoV(#(yPYDzbPcPU`lvsi%LWIp29YtEx(Y}fO>SDCx;R#b&XeS{o(>^OEchKSBBoC@ zGVM;u%S5GH&w-U0F7IZ@q29w!D&GcZUczwFF!Q3=l;HoTf%38kSo@bEUKDg}nBWnC zz^QJiwcsri>J$_3txNV>>_MGStRlQ9_Z|d?CvU;HdwVB<)aLrbeM0!$*7-4Sb)-cB z-{9>UPukBbRcR$<BI7K(EH)<u%Te>89j-phD(y11ieV2yym^i6elrfG<gLFQvHH|B zfZz1Ft{2N0=Wh<Jpzfe3#!;FSWS{*qC1)1`PAQyi#-}yh-EXUQ96lq>z`NGCW8d_P zt2ibg&1!=}dM4?Vn11_ZUNYC4i=DFsUf+yv-NTBv+mPoLVso9KVCB_{dPnjC3SHs> z{>Ij+T)@qXukTY9j9?FQ%+mSnBjtf%yt<(xpLU#eZ8%doOT6XQKV6)LLiMtE@{Jq_ zfvrXR>NC!sCQxRv@$=&iv-Q1OakEeE&Zl9E_AiOHw-f#G^I67+Wu4P5mkw`j>>7}a zwGF5h$J3J^1*pEz#Pqcqr*A%9(k^91AIXm?%H4Ha($+Ne*7t*^s*QVgQ2yeS0JN@b zM3<Gd?G^;h-Ol+XSUvJtNq4r0`AY&5b-l4<L;zcr8!!G7qChRX8g5Zw7L*$U{`I%D zB{wZsoRz9=x$t9i{_U3I=Lk#!<m*Lx$J=p@%uk~Y7qq@!UjH#cif{}mPKcUY9e>7( z<SBa<dB=Qc-_Ebs>tOfWyvE<B8Y+0|84!3z1d<nTLGX1silae^FmVVJEj|p|ST2mq zS)ruQ3QT=rzsD=g?;GyZPXJ4Wp>;C1tTKXWFLuNKVOyuM8>dj`S}-;!IjtVba`p3I zcWNN6D7T@{7Du#37DS_x(SyT|p6~${ke((M3teZ>(<dHg1=~@m)@BlC{Z`H_7D|M- zCq|?ImEPKE7)QC2D$nKsf<j03u6i8;LHYOQh<Cg#u~t<=SA*;VkxthkUTdEH=~Ff~ z@E`I@npXUrkQpkMbgBWYj!5DAh`W;&s-Gj?@^^1s3MbZm;a8C<;~T&^V~W(`ycYd~ zkUG5Kp23yXql-r1yI(=68XM<*{Ele<apMCaT0PP#BTnufZ8qC-JDHU4UvIl<55)i) z6LGd^OWw{A-F;w0=&^QwnM&<RZz2lP)AarwtLr|os+Zm1eH;VIHk^ZMty7`?@F)UD zJ@nuY)HI6&J5M(~mtXKd^`F?LULwc``6qR}8B-oI|JC&)VyJ<+@WT6-HgjVPn|KME z@DH|36*-}*f2gp|ro^$o+Go^}Qr-I|42epGEr}vbI|!LcWgf&cJ@)eHKGfAuw0{@6 zA%S-~0?u;E&CKOInpGHfh58O@pZ+}ZVE96{@yenL|7J7({ooX;vj{RXzBagMzLjPA zuViKZr^Lv8rQ!iF$zi=7In2s0UTff-oHevIhQWuI=l?@}aHgH~BQAFyYEVhvD+Q6m z0!NIVSwD&(;jjBRPy5MC5$>mn5mVdM>F{+O!r4fdRlnMA8)^S;G6vjIhEekRF1w;B zQMuaL(C6N@E9#@u+;t7d6B^z=gEO0o6&_s^(GSp1IDyZ;I`b(Zi)^7v=b;3zL(4N| zvH(>|ijg{=n%VlLG1=%t62HB;2X-PSBtb$Ln|s5yV+(C&b=O0@*1SX8ofeJ896`4R zk&%+E?`x=O0RP2lAu**jtI>mn!j=5lUin-?{WE)_)s5wU&Zi(S`k7WO`!%lEww7M+ zEk$#yj+AKg(ARuQ3g-6m4z}aBHqBNgq$h8Hs^ul)t8j^7DEl(8V$b*%CFEHCU=Lv7 zN0I3AZFW7&gyhlQ=MZtMC?~Z)M7Q<n!3q4Vo<7?#Ot*TGd*0O5+#QokP_l;U#%dK( zE9{MI6eq3z*8S>!A>`w_TG}NWnL?LE#_>SIv>7hzzYtKs{z)?AV$`^{+wH9&@MU(U zkU6h3f0nWI37+9<a=&O&>%|&^wRS16?RoCKpAP(*I%Zt&!8Y7{E{yvs>}tL7iYf;9 zFvaO%=H}GjjJ7mb^?Aus%(zv1k}TPrvK|esyQx*DkG^Vyb6|RS@j&k&fKK*L_+k}c z2SeCmkTf!iS2`IL2E{-XN9OxaOZqT|4<WJ5BhjE*)GJ<)ImbAWy2HBP&Sc@w`t0#} zh+yH6a`VKm)K#*FT!(5~Pn6~UM(_!k7Wy~fUhv?YRo(R%^Nx_}#t?*)Y*~vBcxNlE zQj#?=st@M(ZVCZ~?KeHKq$6O4W%0eW%qX>C(F1Vk<{!YM+J;2sKkC7`1fO*Pt+{QW zWU+64qrk4vLF>T#+Uj7Ak(GSP9ndWe<J}wkZNXI%TGweEPMb15SUFeBWj1#5z#D{J zwfQ5(#`#|~D88v+ziDY|D>+Q?UL>@X!1XI`*1apM`R0Fj=@*!)Hl6b^#}1YBMq#cH zy4&zZ;T~^NzuD9Z7<RGUWH1k!3*}dgJzn@f-36$`N&yj{Fn$TZC9KNhDf0zGv&=(t z{JI`;K(7z%ArwObW!Ig_%>iY9f@_?11Eksfl+zV3El7@epg5fWD(w%z=V)+jnn*~j z4RjT3+st0Dw#`&VvHzug{xN<>06C(%Qwqd36d5CoB4))8As?YtVpFhO_JJTKAkoI8 z57l_Tw!PvwZ_=22mtHrf|N9&@&;_oax5AweCe+&pAKDOnDvM){(DrG&|DZWPvHAJ- z;in(nm1CmShud`<qijya#_Fu!8tJTVej0s=()`yj_x7(#MfMvo12_!pi&>)vQkm+0 zEZ9zl4KvW1)<7hk?ycv~=*}Dc6HoXAn-~;;24&1Xq0Y^JPPg^DrTJ6Sz3CX}S&Pcb z6-i_H&5K-I2YD7mtTD67HNxR(^I7C3V5n@0Nw&hhbQ7O6*}722k9|q)AN;}9{oW{0 zvw6Y#K+5BqdpA1@U1w}01eB;nZoM?r$7hm_XsrBj!1a_x3lSk!`l?9gE>5b<4N@4; zE8W9|K>GY6269X*9{P6LyHHc2kZ)UCV+w4mEa$%bx(L<vCsl$T$CgtsM{<u2lv)=# z#k5|TP?Xp$nS9fb{Wuusvgn)=jy6GFmTV{{2QJ0{3>b5)P&iHs!@o5I(1G0ls`90c z9jM>^O5y;JKS=n&7SaA9EB=QbsnThi8ASGn{PJUUteTTIA8@=hbicn1gNjFRZ_rz0 zWkC0fZWiyxYQpoxBhV@n`O<qzHX@(yY5?QhROxVwz+}S(+@r_a(SHd3((4CbAL4l# z9X$=qKPTnI_MOIiHtQ)@DM-_)P08(^HScGYb)4CRUhqnzLb;~D!Wt8#5dFSj>qsCs z*87PiWz~aICB>LNRvdiMml=M#yrlxO(=p@Lt`aK+PIA0i_0uP46*XUA$PGL0z4ZSW zVI`z)H8$D4n{(>$qW}lqv3|7DIEr?hLfrvzUOy-jHH@T0^FdxItu=dKw>{xkBB4_Y zNLAvHx32qTING545E4{X2BBN3H9ridIy`^w`gLzyDnF%8Y&9)7`Zxsg`i2$P%<4`< zdhxE<HOD>$231Vtej_SX&EKj;X&QEW948iE0CSq_)@w>7T=21M_!MFq>Nl3c#!j5R z^BjQ?9a=@1p&tc6_mju3*#Smbd`$qmXU)^U`lo#c8QN-DL$9Cn+A{2QPSHut^)YZ= z9RgDa4$K0}8qv_&6%W3&@T&Fq<Qh<crD5>70CgUYUwj(-X&k(Z@nL&=U#;EeH=hmf zgu^uRUc@N`0k2@sgPpK;RXWQYV8dh3f+H#FTtLCo+1{3KrX=UE`&+##bRPh_UyJUu z%ho?+gisVtVh;V0#&zv>1Ni4F9Wg@fP%)UxZQ*a9V2<AL1NF9SudseEUmu2clF?Yw z1A7C8YNlBK@uGX_dh$jxl5{7Lh4*oyWj<kmrQ&CV&9Jzs+{pVpv8c4f2eMrTz;`oi z_h{9zOvhk6OWwH2^%wio)Zd|T!3(?a&f|3v8L}T&+#lWa$2aD`2;Q*JJ;S`-3J<EH zH`m{u+ZmVZ;BC1zNb~mmXf;1OhVL_<9;X<1chg8$%?hsd?AEPpo?Za|vv8=eJv-2{ z-tifryFJKyb;RDHgjfmh4#c&YX%YuNP)~^b)J+f#E!yJ4z$>ZiA7`W@uU6H};Q3VA zZ^ReyqO>m)vL4hUy2A0W&Uxc!1I=~vVbO*iU1av&6*jyZkyP*%X?omST`*8xPi=t& zt7ps-<iBx=W@E$x9I6lcJUhW4C5%0np!K$8SI5T{Yx^m_b)bY-*ugTf?kz$>?@lr( z^X&t6SEzfx#2OUVM35I_HpN4FX9pgfl>LZzw4RgH*_yyKh_1;ldgRV|(Hy@1SgA3S zzYpo{5BkDK0@Ws}dk+>^_q&eQ`7%oWoPz|WA)4MqIgQG&J65&-xjh;KiAo!4w?@hB zYBHP-o|xC9K-5Fqb0JCKjId#Y6vKri#7DW-9Am%W+z~bmlP*FSm`01vF2Lu>O2v!u z&jZVv=I`PgHTOE{Pf$I(9?M#QusY3dO19^s5VALl@GCGd;sjkya+Pm&6xxTmp<;9S zFt76vbjEFo()dv>FAiXC{nHr)gcrg~JQR{JBE2?=JJB|~%p+c=H&BpZ@^?Y4KZ_&} zcL5-5D;&NwCif1owbOvf6av08{XdS*J)Y_Q|No!s>MB<WSIPNwMNv7-A%{6^->yPM zTqPlFnX*DoyBz0mb(Ne6Wn#E0M2<^Nu@RdQw#sR87&BJPW|kSV?f1TZfB28vZa44O zUhn7Yak#(QR^A);6Ovkg9^IJgpuU_8PS}3G$96-w8EePNfJ<$++ZQpOyyqW<LCizG z{LwAHVfCJ~+@`p}o|_HEeSFEFc-dgUFSBB08P~HBpEw+!q&y=wy6gDH;ByznfHstd z4aZpnOXJ1ANnWOC&<=4PxLXGD&hFdgZ+4T$bjf?;Z*`e3>RS^$XyPc0jkLMFPaCHW zUp>;re>QSrA|StOs}>RRM<^J6FS>W7E)p~kxW2-@N*#Tqcix!v14p9B$N*#b7tKt7 z<F~BcM$-6dTS|R}s>eA0Ed=agwi*v^@e(yI)t)|QP{4mOmA-38(QCN+L&;K~StAUN zWLmeWtVl8)OnE!27mZ3Fws#Y@=ufm`da_R<`iPzB2Q7+1LEH9LnxcS%1CDN&cl>UQ zYJQkjL>g~u549RV=(C24_m#Zvah6@bB!K_{@w6fqmyEc=HQIC~%?AuHG^N`jLE-A1 zMHL_BO*AgmC@Ry4abCIYNoopv$!N6CO%SEbWsJ;~thOavuq354jyfWJHy`97Q{M{& zm(j8r&U~<x6`>7uj*H#ot#T4>LN<nkLnl^q4>Eyo<UndNtw2j{ocdjOQQdOvRPf<w zuJbj!oP`jZtuYIxi#w`Kp>KQFqwohQ7tNn|NSBt<el-0%WWM1lv&u_rp0g4LgmBs& zKlN*PcAw@|U48TM%>h4FSn#P%zn71<C%K&7ZQ}dA{aroJr1VF5^XV0EcZZ`qAg%L^ zxSh2a?sfG1q0MrTp7n4)T9`v+p&@lmHg%AtaC8aPmUF~FvthHH28ARqz37#@@v2|4 zphvpFK0%*XPJA`9d;dkO{r%OIUg&pNCDu7u>7?q%J1m6#cUy@ZqxY+<x=~%MWA34N z{shrNrjX_BdgqH`i(90C;f9ODuy?M)w<7p88s7<cbV2YUxU1djs@)f#%1B2}VhCCU zgyIG?T~mO_sQilNwfmkdL*P5VXjV9cc}aNGJ+K;`H+Ph89P7h;_1hHV@E31g{gIn6 zZIx}kvh%BY6ffeHOzRjjED3OqISO^1K<tFCv=$$EE2>@9WnBNpL&s!?kObC~-E>ht zBTqI6ssw}ybZWB<R)8SmUIK?Uqi53g(re+qCm)v6ltn;{(E6v}8+?n|KBK;q3wWYA za-0FLm;jBgbmOk(^)lMp4ar>Zba!rv$P?g(EG;wrU2ynR;b;5cQXlM&MV#A@XYVbm zD}yVFRht8%RuoEY<k8y0A=xihj_@~s#<Ak}!mhuGZrm%RZocpDpT~fU<1i-vyNI!* zKO~kh!#y=qT@m7xP0`?Mq~xTOIl9gz=W%2;7v!eSF7M{lrmdnXVpFG+KCo{JKWGvA zXZj@(GdJ5ezgq9lc9~PR-h=9#&e4JOi(yx^Z#)fwsR@q9T8Z_h&iuC7)TGRkvrNL6 zKzV8va`rn@HylVT!4YYSjz%u-Lb+bl*JfnTR+m5XRQ?zZZ_=4N?ooy_j=Hj{$Eh29 zg{<(-&MKJ`;Om#B0J%|^jw5#Bqcam55V>V8H;3ztk8`{s5h2HTg}dop0*3xpKA-@u zcth~nLs>tANWkeY=o<cIlQLD-Hg4cp$kX?hL8-|Yzhji&mp@`+uNi~3IQ8`9Pbjiv z2Cj#!b3m94AbPP4Hfi=Ak@hjxCL0<C{Aa&Z^neUG&EG5-ABbJd5dP08S*(n)&+rw? z4x02@kKOl_lOh4dbG$GjmSj7h1X?ScO+8Wpw=hQZQRF!~h>T)WenU)I#ezg{z<Yl0 z7wgkHacR+cyzLyn9dh{Wc_UgsxLZav)4x+oWgp+pZ?eo%4^rs-WVQL~3T@n$!n35U z8P@(05ATx{<-amIQ9T%9Z*aHyU4!LAKcspOCdGWS6Wet5pa%B;W`~H6;g$McsAwbB zmMX*PK;EU-^T`kBQ0i9stI3S+gt8C?y{4>|J;$+%!`;p;1ok<tV`k+2MX|?~2ONeJ zw@EN>oKlKH%Md;H-S3oHGQV^YnS<L-VEP6hl`2TCJ?z*}+51Mt?rYz?Y5lqg)2R9* zGb{{V)DdO8_3SH*#LGeabp9S^B4SkM4+r?IPHZ9cmu_Zldmz<?Fl4?Ck=NWgzpAZ} zI51Yd@{7DfeD3=O>LHZq2geRqp+y_8f(#o!Xm`vRe5+^uSgq3AG}4%|PI7zWS;;9& zI6BSOGwA3NAU+WPRClo&fhh@l0q*8$O{8#h^}E65cb`|Yvl8e}GrI0;L+7rd9bL1& z9tDe*Mqv1tc+`^QvUw9UuAgn%glT$4wfdHz6$Z)KM&+ZvIDo((m^M+=VeGJamD`8( z`}tiY2qwDQ)=|(2#0R`hamIp<aqhK!Tw+pwdlfD7o6e+u2B(asyp(}@dLp+2ge^)~ z`B|nol1WU8e5@-O*2X{>v!9cj@y6)BNgks&O2r9}-uW?t|Dgo-ol84rcY2^hOdEXd zbzG`VAv-Wt(1U;zs)25v_Ge0gldnl=ii$upTHjnhe9>%;hiPS+)-?~Om-$(u4)X3E zHw(1F1?dya%POwOb`ilM1762L8cN@CAd7a3>2RjmK1zFi_!>~lp?pW~gC|oY0oXP7 zCG<ny=bvaTehKao1KaZ5&W7q+zZcmLY`tFyDI5B3ySPufuqDkEx4+;7r*bV>u#yEm zxuKJ5`}dgbJ@Z2$Vg-2YFA}cq{kr||+RuwO%F(D`Vzov;K|GcAvD&sitE(R=gIP$D z0txX$a8S0p*lc5YyRk6O`%N{`JrTmf^`MB4skpkaJ?V)Qx<Ydq_Fu(m+wHrbJgPYT zxv^<JnZ=j3kC#o@p=PJga$+0q{!kY5Xjf#~^=|?>M%BQ~5<|h`<**~5otgXzduz^2 zDQa4DZ663N`PjRpOCk9;1zE!1|4qg?yEjhaQF>l=miUsn((Ma)U8G?0^m5*)Ty(dY zV_DdLrf-{LcV$w*Hh%onQ41gkH04rp1nviQpj<WAcb0c(&8+`k=cO}D4{`mrFUz1! zhD`v%W`T$E(O(=8A@O2Ta<dQwtWAxH%~j8{6xKRwT45fego6v-Gc8Iyg74CfyEO}e z;{(<uNf&I;u+-qeq)fq?KciS{5qwC1%C+1;Gm~e|jz%=@+Ozd#!7Y?oTRpcc&F{7~ zk`+eb`P06bFh)$+fijR5HBn;W>~eInG71R&U;<rSaCNE7Q>dZZl@0!L+T364d+JEu zvEYY8%<F|4q?*?E!7Db2cZ~?<2Q)?(N<bU5bcMRsgcDX^>>g4Txo1IR+)70L4t7sL zT!6CQyMNkRwUxk`fn~f8&T%<u{qs{eotY@HOh?*{?&SLK8jbfZBpYyVXNt10J6mJY z%h;}c(k3@fjPIxI%Pu6^TTq?u)ERe<SJ5^+bKB>iDME>;xw=R9t^#-XBj5*}9XE>K z-0P!@?b{+uHacgouY0i1V)&wc>{A9nCI)%GRq$I|!tWaoCT`-hr~%H!FVg#^>x23f zZq9@AO+KT8!)FW}`%t(2B5#0FhDQOL$UEf-{R_xq(jaOjtL*7{Zo3{1k`JZ&;1dTZ znxlB4%Ny3oMq2zUZ&UGkh-q}%+H2~f2>jD9!oL9c6vz=v-HDY(U%lYk`Rn%&f&U!W zu;PB*o%<!!DEP9fJJY17#aj!F+m1ezD@S<Qc7bb~Ux>KQvx&90vk|0`{;4&4(d7Ml z@L*6`)D?m^c^JduH1A*>K>ViLPTXV+57<Cz09A?5vIA5wQi~b07v`0D!b@7f>BQH3 z)p3t*E0J<T)}wu}Gd{Je6U(KuF50cu<0d^ub2&-uz8md<@Y2Bvy*wAz*E*ca7PrVF z4Mb{F4z!cC8D=43TWWlQZao~!F!qSwyUo65K2@Bq;P$(AO{z+#fAy8t8$-XlRV}66 zdvRk3$_67SE#q=}8xIHfmHR}QCY${&{ER_=yE3BaKCRf3!5{p=$*bn9S5my36OA~R z1;e3PAp5_i?L=uwm9l-Zg5>KHZ&WNT$1j!&-)Yxxiq=Tx1H1nX##duv=jHAjj)@GX zy-K4zL#<WOQ7|bZKBX@&>xtC=$UD#Fu{xOe8YQ=TmK#p{9y{I#-<-bC9r;>UC#@6j z{SmM~I{}~9Il12w{SemP1)!DgE9}vOk6536mr4y&+;OSrhE(GnvEDizezRKz=xat* zkXK=q5IvcWE+S=(^w2oYe)0^^*fO}$H8?-TG7h{_(Y~3|{QS;ODl6>INkjJWMZe^D z0%z_H8{f}q_3Ic+xk`-p>{gWE?m7_I*vaIR|Ct^GV_v707jNPBOeVJnR4omN>Rqwi z+{$QzrOQiR71a-jB7C~>Y~N{POWTci`hE$M!h_Dm_9mC8z<cByl;KBARf`=juetHN zfC!xNBFQUv5&SZG*6Y9AzkstGZm)?Q$7J9O<0@XY60eu%1Ij>NsgVP7h@@pqRag4{ zE*n(re$C-sLKiN7j`(2ibc%KDyjzrH9V_+)i>wz_)^M+_(+`FKT5muFh$mVeXAU=u z_Y*S!&EGFHRJqNjjO==)0Uu_LY!~hwq%CLBXu`ighj#=WPA>cqlA}+#u*Vyumg^}K z%ZeT#XA9pcSlMj6|8eFkG-Ac8Y5pM#;-tL=YTUUS+|PFVY3)n!eVN1`$Ae2`Iwj(O zrnrl9E3-2W%zH;%PCG%7DdRrIfWiKWTl8P3*Eg=mdJ(-mG~KuqIaTeX)J_0>=<$-t zK}YLVd`sBRHQZDOMC5CYNe7{#XFcM)7qPQ#lU~fp3YnCl;=P~R#E^<P^n)28G0AzK zNj-aT-wT5k*S8laxt|p6wql5_>0~JUo=0($caKd|I|b9^nV4nkw0gP2o$Xh3Wl<GA zD>m2h#fK<K)LXko$+P+6;mo_11{$7wRi;ht$(Kw`D94wr-I@a!eH@M|U;~G=7DZC7 z9Zw-%Z5vD%o5r3%hL(QtfjE4dK~nR8>fsqC^ztg^Lb&Ck<qcq@%gWgAQQ_Egl|{I+ zn0~PEHDf{Uh|9hDNafne3q2#>tT(#{Jr_-YwCz>COR_^}KcEKL7!+!m#&6Z{khJTL zpKdC*xeR`i?J#+k(U<Lj=)+EwmWm;b!1(wRQY@3m0Tcg@#m&5WfCf}4BR0}n(Ee~Q z*)F>824!ND2`#P3q4&Y)zi;0hRqHxB<2TX?QGu6|;_dd?l{?K_JX1ZJ+F|<KHsz?9 zA;)P&$4Y)C+frN-{^eov=K?M2k`5ww;$(7BhpDDU@&Rd_I#l!6Uz|KT&A>DMdaPvq zG1NZOU0gVo@MtaOSK(gCJ%yt)90TpSw2HGQSI({=w>C14ZTn%o|3cEX-n@NtU|R)j z&?B~tdRt!WUA_&=CBuf%Mnh{VWElxDL`e=?s5R;TAzE7e=7}_l;hvnx{_=0bDrM^P zPjp_p19@5yzfds(Wgm<0m!a{^Ag?r|YC|bQ=Mzn2elDuI^rA-T`#c^^T)mvWe+Cxj zyMV$`yw+R@ubLDbp+i&p4F0l(TgRsCat@AE4(KyG*%N{H63r)#1-;|D1^pxkkfry5 za-RV)sccaD^($Dc2$!|N_inQB%IDr?7j@1qVgL1Kx{{I>FKtx^I*<KR{if^8=CzKQ zlk|M_6LNTVB=M%Brpt8xReIgWH$35=vtB@B$YVz^RkOAXo3h+7;XvOTuyZ$hEvWm$ z65|QW_HU)n?k1kZI!9d}v^zc3Zg!!f86GNT>_wtG(}z{0&muh2#YaoIp^k^MED0S9 zI`_9Maa62hd15OsN@ZXd_Fu+T5&J?XzbUa7ocJh_@jpwFc9gc|$(V@puqBo+FUwd+ zbc%Z2-psd-r>xcPqxbybzj2hc`iHhg;HA$;#&GSmOp8LC_!5o%OH{oIZaebDb}N2X zb@SzCT9|G0wk(aur!{obshi?o6K{KeOQ}t3Pr&TX0XG`%@}v;#_8c#d+((#d?};G> zNzch||G6*--HMqF7%Hb{hnyvtdH@FX%j6vmUULj>E4Wo4&lX#i^O22_hTN^{f7hS+ zyw&7Zo#nke!Q};Wnp6ofO5i&$#xq2cK?juu{IY>$Sub~aIWqoQaKc1GWI1(n?URB= z*YaVj?SSGj1$(|*uZykkbC1>knFZ=d-tzx}Rn8tmoXE;ePps$2wKph53ZpcJc8uL6 zFTaO?6{a31<7l9*_YLb_f($%kHnnNfw&^jfxI-Cb$}0d2<2zT=fMI_NZ<n81XC!O! z%zT~U>IlCi<gKf8k##}Eegl(RoaolmnkW;%z4uurb8R6}s&)@uW4f58F>Xy29kPI5 zG&mHjFap6jm_`~2(n&Z~yL#?2wQ$L|;idc<0HEmOHPF+aot;|6sNo721fr5%%2U?G zS<F^uYi9CQe8Tv5<yeq`_sgmE`OK|MRS?c7xM^?+LAawZ;^*RuQ#Yb`F=c$;F42kI zVduKg@!t!_M-7HPL;D(`4A*4qs^qJ4>Y{Y(u6=FZ^~~-AzJvW%NB7P5a^U^BH}==x z&dQelCJR(Uf@i6H$Z9_KI)ieX9sYA($`QDFo_}sXg`v&+2zkXz{VUX1u2h56DK@f# z{#>E%RBri{40Q~fgx*c4HMn{zJa2sZLtcJQ^g;FQRY!Gq0_4YU)O*ADwu9ZrJa5c7 zkAz&d4;{e+iZA0?5{IF^`h+|;B$Z}XOdL*X{%Y`M!`Au;>&!ya6u<awH`Sc!JN0<y zmG{t%kgTIfS$;|CM$bROl;m>sJz9X86%P#=3&(wL!tp`>NXl9U-;Jjw&Vv&<+>LDq z)s1}jzvj}C92+k&{#y7{S3!`QnN~mhKIiz#&0s~a`_*vAS&Su~z@TJWBy<ucTBo4c zszJvW;WcWfb7=|l&tF+yey}_|<Xohv@RIOGH8JUeT=#r5gU}58y3b5>ZX6;um2^R0 zb6_aUt6?Ia>?p4itJ834w$5wJ#UJo@Dc6Ydb&j`<BH`Yym0f3cGdhbLOk;l+-5J<f zD$v4Jx62gW@-cTA5SxfdoO53-++x_kU-PfM8cZ(!n!lUrUG#>mmx2?U^71#oWgyMS zZ$2N7`X?jjy7NoadU{X06>cE5jnSCd1&g}!Ug30Fmgq?j^~1+^c0+0j1?tOzQBVBX zE9col2R8fH&Rxmh;qh;1ZlSj|+SGW3<E6CNS-4u<iV}nD62OvF2g?fQ{Ip+B29NjE zCFydU+`fb5OY^=8`05u917ast#%<|!Cb$kmzGK5%RYMSOtwyr)+@s33kE<kLZKZT( zblxJ$f8!yAcHfzC0bNcnVnO~d`(8$a_3PwL8J&<vIv?k*VM-)!d;cmo)j56EA{Nf< z#E(Dub4J4aH`A}no^Ydx{A?kClx~@FNZ54RAuGaRtuXxqsEzUEZ)pMii_PZPm~@%$ zE=+{T#}xsA!6hj-%1wtTc?qesFWgiCP2(&guDtoYuK5L097)m=DXVGpQ<_U+XNE~P z39)5^!#6F~bDE)8c71wJto%J4S9z8An-lHrNcQ2kKBG2p-~nPQE%6ctr`h5n@`rVM zp2fwb47C5`24`Y8zB2j3bbd>QY<|cW7%q`c@gyd7!kZ4@qPzW^IdK{H&DzpK@-d!t zpk+wFZFSpRiuD}#i4FouT$1-*?K5xY4pM`&an&l$MzL8AOBd|^a7#oAcC%5y7897M zUNBbelzqGJNOgsGUWe>G${ipad@438P8khIe%@Ip;)<|hd>;hU=_Ltp5GKVY(~a*s zziBOr@HpnnGm8<J?T`+Ja!()y=m)P`QS1AJA7H>$CZQ<1==GI<H7-H^1~pWd`=|vO zvJ8!11;Mi6qXq`0ISo`@r@<;~IeO_oqgR-snzgE)r}wP&za1M2!TOlXN!681jZa2B zmI;ldNR9`<t8P9p@VHk?IF}_{JMYlElv219E!RSZ7eV^)G5;pVo!U@~wVybo5q3`e z35fTO<;1(~oA>bF>$KXw(_^?ASEl&`)9W0$%lat1a&rFs{>H22i7lGQb84`bV@)Va zUh64nPeGhddWWZJ!~@H^_|sI8l7{%mj5N1rc`9)pIV4AUVwW_66hbOut*oL>L?jKL zH`{DUN~}=o@E!j>EFY%`ozafVWrCDrrNdvmD{SDADqlJ;FBRf)r=ZNhD}uC!<uYg( zsJ(=0y{QQ(I%-+Z-ogDE{%^KjC6+6R=v&mK=3|dd8V;y*_H3zi`p5>6eV8B@)?**M z{juPqS?w6^%<ddMVd*m9_bGe<S3(eYh8w2qi6FCKF2`{9ao1@<mcfLE#@_jC@g&!2 z37t<L>~<k2hinH~jtPB9<rq8y1>)roD7Na3dyN*`?*Z*2alp3LvgD{@XFv?oqTr$D zeD?*7&984%P$s<oD4cCYJ9+u=axEgi&Rg3wM3I%Z;<p-;GXFN@Q&zV=T%~dA)HeSh zgm=&?PThC-q%;A85?t*4)^zusifAr1huu4AwIr({l*m!GEoqVCx2DC+Yf%-cOl#Co zYES?w>Tmb{9_HP$i<D=V8Z5M>gS|3ehUUf#;^b2_F0ob5X=)7cmu=LuuP7{7GQ;Bk zLG48b^HP=o4m&8}Y4MThZfuqJaF>)8y(ebo8V_!lpn9%6EW*qRqeEt|<al7VqYXO0 z!uzq3#HyL*?KeWioy5kY+bF%fPRQN!G2gFcV(Wf^T+PNdpK6sp^ONS;xBn06oV@ul zkyzr=Aql66sMvmbU@WWoITgop$C3Ob5>E7;H1(72<?Rof26@ISux>osUsjv0od8=s z3Qn7ag()IgPOBI>+NXq2Xw-u%-_=5%J%Uo_jz#8A8ccFm>(fuR(N7xGsa{GVCIeD6 zKLL2!iXjQeC#%1Oi^DF}tfj^H_606wJBDW2I}a#>PdO>&0ncA?DDs4aaPz@8Lxe9D z`Z0^!4YLO-WxAj`9FfpG>%{P3qcV_3!a>OS`ObVK0D8e)sIN?{r|2x-KcW{O^(XP7 zt?!U;{PkYvuPQJgRr-^QP4+U$x_sO<t0b19t9bt+QoyOM(ORUuk_6&)IrGo)=spf@ zIM7JNQLtAtx130tUi!L*@Vg54OdJNe=yW|vtE!3`N^;|EnOW@|?;MQ`eiCcLqU)R7 z4j@k&&EPb4epn&u)^M%X!s!s&{N>GJ>4J4ux&hx~O++Diy$rgY-!@j`pf7_Tw4`4M zn|v{6E=;nGT#4U1MY)#TA@ymr##WGT0;}&x3cboj2k{4p-Qv4|G)`e(4Swm|(IiiN zDX_0LZu)+BIhk=z7S^JMt3H@KmrlE;L+{G+tCOFqxiY^6B|e>rPqc(tP`>A!=0HBq zyk+}cnx{?({Xh4TO3XTck4OB(F@)E+$3UMOjQsiam?Xbvs~vk4zQ6pH+6-ici!QKd z{$dqrbnB+Me$PWKE%~ITE;~-Y{;T<oEyLIiHD|ZUn|1AxCgDps-=7U=^&o55r`0w$ zK+=iL>OiAm<7okTE;;BBrNE5n?xe-&?RsX5Uq%lw0JJ!7=^ZsO<u~%+MhCl2ufT>W z#)oLid=PFMaboW3)zZQ8jVlwnPy%|(ax4hpg1ey>ryqRuc}gt`=;5i)yTrH-0Hh9l zf+0S009@H!zrTh2xammgKt#h~#M)hgyFxKKBq6$ss5qPkdY#`*LS!t5;-szJe=(mQ zn_-O1cLT}i8o7H=8UeF|LH7v=N9!xW#g+tAq5K+y@TypJJUS5My@%;0X}S9|Lq9v4 zyEt9(L^X{;rEq9Q$<c}@{n$P?$cM(Lp|sp373aYr`N}hSUsXB`#;zgs+xO4C94T1q zH@ST?SPpmhq}eSn9rU4%DN|agzBBE*xjV$XQ#jZHW7;ll;LU_iw#n9K?#fSnGyNHz zm$Vq3(h4$~+Ws9D@;`!V?DZn{w^VVgLCghv7ZI+^hO48m??7B@U5;<qiLd+HfD^Ym z-<y*XOLm$KObV{2iPWVecxPHk?V8uTo8KF!r0c2Z+HCIimyoV}v<c=i7j^)i>qlo9 zDj6s%kzx-i$~N^XfDDi$?hZv5mW1mcjH;8{85@HKO5q#Z((r}iW4`w9W<)gi`tQr6 z*vC=#Cz4)3L*X56AIfMX!QYs1X9DEd)(vKOBo}vard`-Qh0-PrZ7t2e0%Wq(CX_xw zJECBk?-dw=0~w`cZDrUy?`9T@CObi?YMHxFD1Q<!zvmaT?QHG9c5#t3RzcPu_PB20 z>P1x#;U3`1{HMo9<5f*#ujh(Yw^vCEQ;;LP0uE|uN;d_EHC}a24*@Ef*y&;5TKCGx zlh4aKD$HwP#I}xC2)|1mz2j}tMaf`ZMMQhe%*i%DKt!K8sFIrKyiRr+sf<&J44`O| z77cbUF#NFetg^oz>sFN8sPHXtq=P!eH)9VrE^~4}BS%Q%oz%kDYx`5~b*y-7K5@tG zxDVw)K1{mjrzJk}?;(SepUwv9(77L+Vi6v`Lk(@eL9GJP!UH@)&O`K@B0sP(HB*=Z zveEAbCFIti{b89m>kI;@ik$;l*tMlWzPZiR*u!eE!ge0hw*S0#Q3~zPP#{P+ewtRX z*BG8|Jh?S_2B^<v+XzlI@lB_aPmTWwA;kYZ6{;0cz*j%3$FUqx(1=>^;-z+Vgq8i- zGIH9}FhZ3zgp%RCQjedgsEt4Ky8K&$1-I*GLbQX#rzq}vi3l{b=1k$f)oVK8=I>Va ztRiv!TB4Cc)0S+-j6wj1w)6w@0C{b0(Geg$wd|U*WvwAQ+5(<@#nL%Q%f7@QQ9tJ+ zPG@_=hb`ZA#z5x&Qt0eI4o;HpkFTsAbuh{^ZA`&E4c{laT5ja0^_3-{%sTnwYs$Vx zgsNzcp<no&h5Mhqm^PPPj1@GGUCOz3Yv*XPGK<gPlvNEv7h%o2M*#CZN!0xe3GeNw zzk4jchtx^4h#6qyHlzJFnZtph{yi(D>1D1zGMIOx|2t0rgsxo5nquw^)(=jMS_nJM zr>CR6U_;d|97mu7-owE<x$js<c?Z5ZE02+rV;%g)HZT%NQm4=3y0!#;ME5s~%dU{; z7W%XF;G>;mch+C#Vt^`$!Me&C2-s#+3xyv?*QpUJ63kbTN0iWgBejsWB&yX<o&V4# zACU|^`xr#HFRsp*Hofw1hS!!*gUM@py?ckyhk6;t{1hgO>)fF&g(luV5dGu&UVyp8 z?7`IFi9B_8IdgeC?f#xuo%6ExocPd$V=OU>SdYYgMsDPH(4#$C2|w*?3l0J$Pn8MB zj2E&<ts}de6~N_1%xem$^|YVE%+Ul~^?s{)tSB_w-Rk$0_gUSXaG|U5{E`;2eAWK- znWp2)(v`o-Qo)o)zxHjM(wz=Y>nzK178RMe?QSo)95n#lEWz-j)mmvMi5>JoyW~Dd z$^vTlz|7tus1Q_f)kG>a-T1aV#5buJIugqHvsX>!URNIVgyCJ4jPTkd1k3-*q4i%a zF2?(^Q`O)<R3Zm9uVjMUTpZ;P$UIBi3vviFe9~kEfykOm8TT4*!-zz?&#pRq&MAp* zt=l>iE=3N!PJyX65A<kd0KTED0j>GM)UXz)^AuaBs|DzfPgTA@x~kN`)j*lE3OEXD z)*J<maBTbF(#y6ts^a6(1_!iHfS)icBRBxftJW)I%O=zcL7df!arz#X^r9P=n@{by z-|)>MO6z2o|K>L>QDof0$5^<x_Mz6_NzEq`U<1I62mJ8j4Yw7#oe)`Did%X_K+lMj zeok8a1=M*rfhlSmXb-xSxIFJxQQ#t0NfDm)JjF#4i~SfRJK?|)_VRC?<ew7ng4*6a zv%h0uIeH*8*#DC*#7^i*nZbZVr2T;^D8cZYxr_))vaIHDZ-++d@_sLDNwDuMuoDCh zzA$fI|IzD$Yq_VsCFB#U^8;dqoLuT}Gmj(Y9&`t#>@|h={_P0K>}ZMFc$`*?*LkTO z|AY+vo9Z|IPR9y&mF9JcTh0)VFVk%v{?&L*mld<OXO*}InsxW&u$0Tuic>Yc+@{w> zo$}IC{o7LuiYEu>GI<?!9WX5Juf`<sRJT#<0?%dW9Dkv`=NEa*X@{NxeZsF22BflM zZ@>V$kUjE(06F?YcV;rdE<y_&0z7ySYr6c?`ItN!J^<+50<pcR2Hf$86feVO$PXg$ zVhB-13W6Qqte*s4+uMu}nYrGhfqE;n=gg9DUFTxWryPYY1@Qe<7h+9~*V!s0@#+l+ z!Y>*=M_2M0H<@ApZo;%H&~Tj(4^cHEZ)$;2W|K6PF{Chi-@Nx6hn{=Es92r2`Dj`L zW$-0|E{yuCSJ<pjyOP<h=uajm4c<o5l8dpoDBdHag57zoi-DOabjaRqs^Rp*aW4TS z2N*+@P#|0(<;HAnJM5ATkEE>Og`KcV8+T?Bt)&HdtydOn?g0jnLm;Y|z2hH0TAY?M z7nPZ~a!jyyu<eJM<cUk;(_x=P>@1M^QxVNO!dfjNzBjO24r)yQU*o%SKcq2X>kL?I zNc-&Khddb5n%-en(GnN)#v@-%_~AM``jAzl{BRsQ(MV9!NR*{TsPpa|!`(WOr!_>a zI9Zg_`?z9J`|*<$xjt)AV1;{xjzfmU9B-%*E54d`=T1d#fKC*#TJRzTU?0c~z4*F8 zyCJ;K|F{3z>sxy4_sI)VNZk3daY0my-0ZFBLz4@TCC&y;C;Y{Y+QHWFUoD2HzA)$Y z7-Me31scHBf#Y|d%{mjA3igG0X#69(^rHNp*3Jm#fgXT@qy97Sro?bHT1AUzQX$Ik zon{d5U;6<-lhIAQ;ilWiS1h;NGdD|{Gtx1C4FG1j|HbIE2L8H+`x}+*wTVr00u8D> zgW!7m5%5a}@14qYx7Kq&rQ6*^OE_aUzXf0~#$6HxtSWVqU&;^vLw*JO{2t8+HGkgP z(W6VwzZtia=BT~&^Dy$!d@+yoJnJSggpgrznRjbbvs1K;y#|nnPh&kPA-`>TGt1v$ zun}!FUI4%EuFD|wUS4*~S$4|_Ra5j(S%|X~EJiWI0F=P$j2+pU(xG>nm5)mNZ&R^D z;h_2ksfosn6Qqv8JN5M9ET8tl{rdDu2rBB&Y~x`{w5$VeldQe8&G3a>*3$YdiHWIt zjhj%wJ&(n8?jt@<`sw@-GAk+Ucu{B{Wu9@k$U+Jbw>*jE7~aD>M2zFPB|<bOlp=mk z8^6x>ccl@p4=_ibq)fQ$Jao@>^E3ofXkEGV8p+(Rn>CBfK+5q7x1`oM(@4bstiCGf ztoDn4Fj;eP4dji*My7|<Rq3AS*Z5m93@Ux-r<q&ahQ6?=x2P+^q-^6&jcM5~eR>(O zsf78^a)UI}2VuTNwQp*N9TYE}v^%p={;@E&Xvwx}-*)WiyQ9MSiW;xR%lGF|C#6!o z_?6{u%pS3~8@nF^{JX_V@5a48xQ}~HxUX0W|MvT)D)?cN!q<CXNS_--+c`pkX1-Sq ze`fNllMzilqHxk=clhzN#$cW9Jn4N^|NC@MTUcaXmGtq{5DKQyJwVahQbG@M4maIB zX6YTJLeTt?R)$L-#?WgPO9rO_(XYFZa$<Skuy1_iryEKJ)4F<se&Rp1uY-+_un^D@ zb-3FrO6%)D>mv%))flYtz!7nu->_OGmX7EfX`j_;OJhqi?QaS4w-k4JiD^Rz+ZK2= zYPHq)EkY+o5&*CF`h4|x<B7d^#O9VPs(BRscz>cx-!qmZ(~Oi9u+ww&aPijVK45tR z4PzvTa<ajHcI%55`*_{C`o>50g%tm6i(qAvCfml6Cqo;N!44VNv_N|Y+@d%-`gG|3 zbx-%lcWG(NWnQ`83!luF#pmjDXUY*=DSRDvs2O<pXUg|Zrgck(o<(zQZLL)*iRpf# zXNX7{SSnoFcwt84-3_%4Uby3$Y{G<Zs=L3jHu{zjea1YUyv0i7K6KbV5x(jK8Q-5G zG3fLro3>E>g{F`x2s^H!WaoFDZZO(sO-JjK`G_Au+-hcaGPu62AzEdsOHoH`NPri1 zc<3$k1y_46N(>9rZX6OBT8@2O5>YmWe<NS!C1<83HSP5`>JIpQNIF(Y*xi@%+J%RA z=@<ydx<jMN$-*z40^|dWl<Pc?7n9-nk=ax$JGL_?G@+O(`Ct4bZ1rn;#k({=Q?wxx zJ=+;;QhNY!OaCiZt%vRg4ffBTyg?s!Kx`9MC%sV*UU_otMTkigL{^R=;zKsDv(RTw z3rNf`+`NjH(L5=>vI{04K92G2opyjSVZJ?CT}G4*;7ou19zH7kHSN4rbvErRFbyqN zKe6U+cM%ahQflq`Nor*h?$N&biLb>EhelUn0PCV71SAh+_7jM6lVoq*$JgX0=v4Mx z%aqqF9B8N8kHouNYfm?D6Qm8l)6k4CL7s7fM<$1x1kt@mDobDt{pAr4uRn}E!PyOf z-^>}H>MThlB))`%eDZJ(pXRTlM^6FW%Jt%Y{NN=2da%KRug+fCn^k_7u3|4y-kGuu zE||hCdJ6k5Ge$O_p#2NOkMM45TUlvnlnrr%uJK(-j|~>X6$gR2NUKzL<v^Jzrfe*I z->bOpj-ey8y$A-yVo!9qb?1pG@?O~t)Kf%Mq}>Z=cN^qcwC!bKn=G0{zY>(APbT~9 zZa0TOH(W!aa7Ds-{JF8Z=&*f>A`Z~RGN8iy4@>9W+EZ_mp5GSiU8W^FGMx4!ZqMqN z<a?B;#@_#w8G5beR8z{y9>Ygm|J)ww@w@R#_s|EqTouSeKDL$q$Y;1ft1~f7=N6xv zDsH6uY9AB{R{S^r8Ko5|ZQKF^ITFy)5a4hK4=)jbG+%M^?I{<EvbcX9hf<DBD=bq2 zUb81A(%%u<oj$uCGRm{K6s;Q`CN<}s*>uh9ZwFP&!v>hDzT??{Sw|(&2k*_=TCdzf zU3P>VLL*ii6I<hyxu<tO3PC{;^fAzn4{x;dc4JYOuMm1?7?NfSW$?)|=klhrChYj< zA=A>RSfMLvF#mNM-p)|)0hkl_t-va2=*~@SXS$v88e={)@z!oO?&N3q5yk4<3vXT6 zMsV0rlF!2(Ut)4(pYgpp1k`9c<J|y82WWT%X4o``t#zU1YLZy&`SQrD?2ho1YJ_~` z$utY7jK<IhXw)@h^Qb{|)Zm@m2uWT4Tdwqbeb~x&cq;8$_1qe5COEmRz;*>Hq<;DP zU{~_;&xldK#9Ki$c>cb<*RKth9_G6@-D(pF0^|J-#FV<3{IH)=PnBN4$|CngfB5w8 zL+dKmzt?vH#k{3tTC`5%m?D&2^wqR0q<9$v6<h?Ap{Lu&8%4i^v5{3ugk%tS%waYK zyQr|P9G&Sl>y=gPr8h1hhwq_2X}7h-J_aSfy|QTD?RJR~#D37);Q5H9G5`g!b}^~m zFM;N-X9|8eNwoW&z6mZ{auxk7lAdKNWXT%ZZK?_iwSKIZEmhRUJ@HQdp9am@m8Q0` z%`&{d<TrD46BNst%e(F}@qS)&1dkSx5&hW)yV;!pJk2IC-k15YJ+{93!prdRD<J9- zmUpjOoyO^+FMgqO4v}uBt?K*V500K8S9TTbW))u!5w*1{|1z7kLnGAJbm^|#Ay(IT z-qryxevEYoNReCkt^&am5@GNemrx1#fM=qXv+Roa7n4nSPXTo3mbpw}DZp#=zKnc2 zxr=5w_56o?b9?7CLIzNRts6{fOm#T+h)z%$*9fky5{+l;_%_*;9@EozPW|f0sjD%3 zK`&1GZox2^({pRyK@i!;;n*3SlQEjhnvl#ZT2(>uGU&mTY|4OJ?vqk>e~jSCb|?!w z?<$cf$A2uPVX@AJxbMrfSp@qp6RS`MXcj8Y>CNQocj3SBw5Ppt0N6J}=%GKQ>7K1R zJYDf1Cr@6zZkk_Vz_BOuD@b{dQF8%5L2Kn<TdU$YSjBH%;~3ShWn3>NJoIW>l^`Q+ z=oupyaKG+%R>;)!_%dcj<HI}}r=O@^1$}dwoiiixnV-7~r)pBe>DtYpbz84xkt%W^ z>@-z6yr41l1f$Hd7b?ah0vhANd0j>e26^J*G}Rv#$WIEiPuol`t2qZGEKR2Dq^Ro% zf6)-0`quoHuhfLKeig#%KSwt-enz50DI0UX`RBtIo_jadJV1_qNoGI(*TIPXxiSHl zVzk}9+b;levbhk8rgOyfTAkBr^B*)!qTKX%^CwOAQ7@!KvS6cONaM213uU@HS#xk4 z(yw~%XUf-|fD}hL2Es6CNdX79uM8V!OT^lhsKiJzqn~*@`ZcZW;<h*CI(Bd?P<|!! zOVY))XBTALLkaQ4d$(2>mWLF#GIPbkKYG6z_!TnvqzpCq2)X`yS8kpI?q*$}KQPME z0s#OBuYtRz#xmY?D=8dOSh1&fyJ{(KXOW&{I209n&I5#iVC8AOv2eDYj)?cNY0%#< zh8e&X{Av~Ti!byaV@>()9a(Map*`oN9@^z>+M_E3M-J~mp3nK*cbTXZa7??ZUAeQw zs<Z{IFLl$ylw77jpKI!GCaGwdm8<^Nx{eGT{?|lpbQ(*UE`KbB>TEWb+|%pG3&8GB zpZGeATFRg%6^QQTC!7;>H@<lqekvq83`9#(=@LbB@*}R!N`k@>83`rOcd4SGd0pAh zcf=(yk#HQ^q_biq6JF!eT|0^&*Nt&<t>W*!n3Ie+%>R+>`5@7J1yL9KYz2>D)}Jc6 z`T5jJ06?eR*ExS@)_q(jX38aOG7wrW_db>*XMOs|xle2kX2+yr^r}SSjQgIB_Sq1g ziz>%IfKq8Mm2rSA4->t$3gBvhHngM9ye%(2*6K-mobkfd=8U{G{2}+kNLGt-XVyf2 zA@^dU_rwwo7MYv!SFg)CG-)ni2{8Oa>IU#=%gph@PhQxitoY8_oAo|S`zS~)^&2Ry zR7#&)lxS23QUT_VE!}U#7Ow5k=>sGMwlcegjBG{!32@cGfoxntKBGVTBxeR_Y_2IS zU3_cJJ`7JJi1JooN}G9y0T&-nGX?86c#QNM1zH7Jr1yhsjM;gAkoXS=P~^^}5NPyw zspzci!ThT5rfbTq0zv-z@!_OO?Q%Q#%AGZlc3%<0tK2@VS$v*0{NXymD$OQV;TnoP z0K`Y(fU9$W^0k%LoRDuQj8%(i|3w3S(Y}NXhHBWAJScPT=TvX-hlFz{HtP@467(&1 zv+R-f0;?h$EB#xim(3}~_L;&BqoysRWYd2D>UPMfozK6m{&?_UxZ~0b$oOZ6cu5b? z&mwl35Fb#+-OFlp7)Eg8?mMiTioQ1=`((}Dny9n>_5GZs?QH6Odd9j`fxDI4>ykf@ zKLZC|p~pH1m@-3he1sNn=_cdiLByZTp!LYz%Zza)>`xffXky~>vZX}D7fkh0-qG*5 zxpxo=82Q>{9A5!UohQ5HZSLrt=%K6FoDO@_X7~*tyjsh6fUe19gslbQUrI9fj_qEW z&JRa;;DU~<G0O4yCLoW^hI~*{ut()vxYuV1F98~SX8js~ezj-97@O;ArLoh7R`j=! ztLHtldG791S(`w!fi+G>w-D%Nf|=hdkPN;>KRX#Y_WcFa=<yeS5N|+`u3(*Kne<>; zu^DgE6`p7w+;rl-;iN#20W5MIt7@8oRrTOOD}={vq3iCg760AKedrSu61cJz4`5tV zr}dOof<Ug?DrQfEolgKH0?u3jPDkH8)rR>13DmyWkzYW{8ZmnV>8Pt@mxi#|?t%_L zMvy#(8_2Aa+m^hRuW}mLWRq=~Tue+^J42)NXFAh^1T$bID0L-0N5vcz^!!g$K1vOW zkau6!^fHLLTyr(}ui|5?Pxt!A3kFY^+%71@t0G+cEdy~ZGwih5xXE{#RCfI0Y8*6g zefYUFw6`bw3<N9E$jp;}nXLM^^ara|v{8ajhepl=lP-mMO^dfB-z_)~;L;nKz*U^3 z<dO~P0I|%8>Atn$0lq0!jsU%$CzMU?$<n22^m<pA_vwlHp!j)d^j_n!l){2;z&JOJ z&z9xg+%H5A?)d-B{~eSklGE79;EQD-bX4L2_~WFa*O^I={1XSK(MB6Bk_c%)sMHks z?Fi+Y!%r3Tw#mk3z31P6G0bM=)@sa*OpDA4$186v{IL+o7Xo|Dw#)n_pjcyJMM!UW zmu#kBn6HS;4{o^G-a-Bn;6L7>f-=g(6$j#;MtukSUP4^X8#}`PQu(R7_ehZICE><I z=M;QAuh=6v;ZyE!72(ohJTP=^W!M>RF2H-tgKOVI_u_{;&es!?=F}rW<{vb=x)6T( zIwL+nb^s3`JbWtck1>Ew9&@K?*l|>eZxZNIfSR@|a;C;-CI!YD%)V}K#I)1i!wy%8 z5tiwS-8jBzldMaxM8gpN^}IQLfu1XNc*{_avdmt<(>8%B<L-A}9ef2A8V8Ezx=}tE z(}V{QWR3CpI&c<T7iM%a#^}(_)IVg_Ep!X6?s@IABw(|Odh51W-(FquNCyCX5-Hr} zAt1WJE;18d7=N!5r=LR}vfJ_d^wirDWh1c3p3?k-VEsQhz`WiXLm$w_2SQ`6IDFo^ zN)fxgfDQQz6%b$P`<#KGzYNg5TZ9__qaQi{@k%@_5b=ittj7dAUsh|O6eu6F@mRf^ z+_R7dEY4?fbBFf2?YE=$CC6(?V265)v{#Hc7pr4?3PfkpQ{c*ft)rF1^ncT)g4d@K zl`Ht|Vt^>QOoH0kXxKSq=QwFQ#HKf_liF+CPgt+LN57<q7gr)#F3|Wl-v9CRCU!0t zJp8UVGy<D{WuXL@MH>N%3M6wBt(*HrYv`?>o<TC%BeIcEp42x}5Rp`;P+Otu3ly2% z8_$9w+6Lt&>sS0ZA@UHjQVR!8vv(cMFh+0+Q@(qK;WL}_H0=-Q5pooptg??n+a=n( z%<K5io}bNlssbF^ZC<x)t9jb5|KXtPp4IgPp|2Pgo^)P(ef#n9y{lBn=ZwE9NF506 zqHneD1DkqOee2!XY2b%v8#}hEsOc4daYNuY#;;F!Ve3XtPZ+YNH9WA;uOPP|L9%fP zp<*ux%36c0E+o<3I5Z^zIFETT_L?1--X2K^zg$%{85kZ?>jNVRU;~ilGQaHm#tVMs zWUyTtKUN>?K6~7x4S@)TJv<mdt=q%lu-xGIDn3_s&t9$zU7oNE-dmY&R`IE9aA@vO ziI3U%KLn|;R-#ef3)dk#>&0f-67xgMId88Ue#%8B{??Q5zm(7qfhC3gmIo8^$>H4^ z&^nEvE&LkML1dv+$GhoSi+K~FJ^QieS^Qkh)p6T)dumVlY>TGZyR#CXqba8cLX<z~ zfLOeppOe2N<HSuz!AM-b`$MbG|B&6ICdm@7n`Z=Bb=oN!cJ{sT9UwM(bT<k~%cy?> zfHJ@7DQ%J+lyQX|+*7DPxdP3s?C2Di(!8<GAMe!n*uXDwwF5In`2fhd^JUNAr5BGM zb>+7Z64go*z_<Fo9?Ojc#?!%_hBmzAFwmS;)X$6D3B)1o*M?QSnBb#;0O&G;<L@F2 zt7RxfkM!7yRW^A~ox@=dYf=oXQ<DOD1FLm5S$?1I+BZdCHF)dj^h0M2ZMi{wP#Z~K z`imJB$%SDFA|s0T_><qDr>XhgDxJKB?<9>G3+0f|QG`}F*KqMw1b4pM#oqg^HTJIa zU>e-i4$(IofOArdt2Wryj6W@r3O~3>>th~uP9_J>ifaQDC%Wx=)$lsL^Ex)YfQ&U9 zkAJ8hXc*I)pCBClldj^+J0$4*rv(kp^Xa3iAXt1GF6$P?BHhDdU!DuWin0!8?kw%o zc1`I_zN5b5$4=o9z;$Ud$*;19-1+Yx_Wf73O#=7mDBvppoF}I%_%|=Q{S;!P&7OB# zuUT92yED+H{6N;#UpIEW;VR|2>moNgPN6l9P!emIab%*V_Dw{%XJ0aNmtei*@~k6h zf8wIkJXNkccUE|^GY?UF(yp=c@oAz+vJZI<vIla%EM9~;_8d+^Ah!xv%T`cB%Y3V9 z>_T=z1(o4X`F@`E@k8&uZuV?)c?$+*&QY9^8AE=#me2iGl87U?3k{G-YMt4mUAE<! zcu=PgseKStnfyo<ASAJ#2=L?S$D}~Y$S`ib=6q;_?tI6`HyukS4N@&G@_~hxCEWR= zvE7sj2kvM{LPU~R>w=1~ib2~0$~@y$`Svx<tuE}juX+?;@CuxhFtjfy2f?Wt@c(=S zS03vG*F_$dDDp^%tU9H1T4EHpcl1rT_iKRZTe~Ws)rm=X1DxdKRYb7hh7+yg4;n9< z>UZ>aGvg9l*Hfrf$UN`da9m-Os_!sBZ><;>EA5<O%XZnZv9Q_7=)I@qbLozAl052D zXpvIPd#e#jpVQmsVI#z4Wvl0oqfef_d6J@Ih6LdPtdVQ-iMM6jB>F7DO~hz$C`)OT zT}6}pL4f~X*xAzA+X)NEIarwaR{t-1OOAUHnpBPcZ8hSdrH_2!7^*g8Gv~0#D0Nf* zH7xExkGkf{nZWiRuVLR@{OMUO1extAIr_JfH*Z(3!dg(hs$NYJQ#zE${fZDN{I<sY zCFBF%Y6-?!+|t<GOQ7xg3n^u@B6ug&F5S{{qcoTqh42qMxP$q6VL9&^3l_Fea_1k3 zzX-R<RC(=oT6v`auJgViMEMYY>D_gR1QNd^2GM4~QBSF0D)pE9=<S}%%*4NSx~XbA z+N^lyNX68`pPvjQf+-_P*W8Pst9jmyncdIyFy&@Wjfa5Be88r9mMn_!5^}Y!^=h4O zO8ziu4z%s_|BVy%e2VV6VixL%Y_&<geFBBe<*4$3t5rBh@@U7l)0ZRjQ@%*1o@b&S z9>4)T-?;|1h2FRGMOtc|J*18rRBSb3{5>#4nD92gMABg<Dj`Kj!63#A=)j(rR4x)@ zv-lGV<IM&%Sd=*q&iPvB{Pb>&mWT(I=;InOn3uN%zc!lvELGQz(H-qPIvRj70rvoR zK-lGPE@WX`<MfxwE)hl)_wnD~>U1Y~QJdH9&|T(>e#xR&{%H+)MHag1EWrY`tpa^V z+E*+innDz;44@Jd3e%s)Y#g8Dw#kHLzSL_As4EptCnO7OlUqw{-WF)Co(%p`ReKaH zyEC1*7iO|G%I<ZTu3vfjZ~RnsgucW~-d97T`PS54N+>=aOWoR)f-Xg!7^=N~(I-z2 zoU7^lrS#oh+zIC>%}WJFK8i2zsed_pCHoFrlyE}sQX6|j)$S5-an`*;flZG{ykj3u zVWCB0v-aolpr)xcakBpu|9vBCt3x~Q4^ZIi{y}M4fp1mh?Df49`=JTt#ir@rd?U+o zi@hJqoiJLELhg%|%Lbb!+v(DwuM*SN{Ei|S-slRAy-(Pm^nffBhUe4<s_&ogE*uT- zp9){br;vMABkI5UNk@gASE9O0Hx{A!XixpTy1^}YUPTefxl!)`>`M2Zp5$ghh%rDe zey`Q@EB#D*#h#m-P%-AOLtQ&(zQwhkN!I<=xMyp#$+}P2zO`^RCbw#S(ILR;E$MCd zztOR~BSrr%o@7<hE?KUV+HBnY-hT=XjqvPk9b`rAwa5N!U5p-}B-ZL3=eD;P?Ph8w z3@Cwnmceh~+-xRF4yGW<ulJO<E=$v*%As$q9vvE6O{`32WHV>4So9@U3K2WN<?K;T z*RqFKPZ!3oSN4`6LnCt?vvHlp2}cor%vvE`f)@o)7MjYB?(m6^z$u_f8iWuxR5<#| zq!Q>NUT4}xQE9U-oN&?U-OT7L?>#Lj2@HzgWZRXXPqyB`a^G^lNibqXAamZ!bTDtM zxpV?bP(Mn+-ST~LBfp<?)3F{$(4*%=0z=itzMUrInMlia-iB9THk>8ltkkahk&|xB z0ugh++tS0HP+ibWHt7BeZ;NSH*UW3jeIU_j8r@+(aZ8=$EoC*z+`6A<Ub%Ak=Fx_= zAXK+mH}aUoI&&$9C~$gWc;{^q@)k>tnfzTi;nE$W3ZD8ibd%J)y|uRRf!Ogt_<ucr z%XT%nS;MAMTcrp0JPF*CMOmpUyW&VRcidyn_6p^dh)2~YKIl?(RG$5R6rGDd)BXF$ ze|O#GE=eVn<6S~>Sd#PU?trB1E;;2eM!9ngv1Vg;Da<kCl+#@*$zetg!$#TWFs1|B z%CQ;3jA6FfY`@R<FWBR;efIub@9TP9&*ue=IGL~uyHKHj4Ye06zst}Zn`gB2H%o>> zwoT}M1wU%f3B4V%VV7QASXtgJ{nD)4Ft3JUiO`6^nCq?+e;=FHC&nqx#EPkj!je_) zc{8b8{F-)>!Up!Hth~&DH|^pe>*?8w%XQps&G;B_YY^XO0P)H$nEIMmSFrrJ+u-{V zQ%(-`_TdjF%5$%U!Ux=cs=4GtU4-^a&c{5-=Wh?$4)5y<fM%}xZaaR~)UiJZ#55Ep z6NBxHBPBRHyrq}W0oxX{eQm<pmBwRckX&`RB>osW;Th)<x_lJ;<F2Ett#Ew|ADhki zj)?QjvrvvT-U*uJ-GGtWUu8e>QjR83ozr8neJ72i?{|Y_jFguXd1yAqLUS?vHQp&q zWTp=EkHn1(P_$sn?Ht`9OOf9lKY2(<m>Y6|_6&8Oqx0sPw=7eO&Xd!2fAcKE!8Gea z$2CsSf*Y2V*2vP*WK&ANb}HK5GM_oJt=am7akFJbX=%og2=vfb@2<a>6OeAx7Tg&> zt%?7V7~`r8?(zjtlSln`!PtTI=Xw_q3~%N^ZATe@kA;=mh2Y;Oe;VnhZkQZEIm>Pz zUdeGdi1#3kX=pqKANWKTDWJBWfp`aYwoAbFXz7DbAPu=@KSf!4wfPkvdW3WMKaUK} z7o=~AC$R#49%!mp$l3qm{baVan;Ih5X|K3k8a5k+(w-K{Mt|5_X}QHFsZw@;T|{qx zlpG;Wn*iH00&yMc%q+f{xmt4?V>qO8^I4xXSyP-Akpw=-HI1Il_}perP%DqKSbH*1 z1AFzA@NcZ;4L#~~bz%wSc9-_ranO$4*6Nt1QB!~%pY0d^z?7fhK0~SO)B`}vJ!8-B zb0{`LiBN#JI%lm}L%_qmZkG1{n6eqdDYmR+8GEXysm)LmEIUu~Ut0u)tc?W#L2zUS zzF*ttZEA;utL;KMDa8_`XLilkD+WB2^!k``2!6sk9(=7~f5>VEXM~AJv*NEer$-;Y zq&Ls7a?C6i7OTxT?Ir%0vdf6eG|8h0n5Ri|s$ruzaOec3a`hS(OYU%(w8rU<>BUH< zRHkttc*Y7AxLarr0hOx&3P2_S6mh_fDxYqwa!FZ;F(J)39&E6kVddb{IBYoDP>Ssw zW{lru2gkl5H4U>|OOM2*VEPEOo934z#=eD2kv)}CI|vV6?ip3tNRx?Ot10;{$KK|! zh#%@8@zPf9R!s)o;Ytn@lRYg9EgAQjLoRh=_ZVv#b#%}n&zoMemA%R`F`1IGDtQ7u znQs47(}Ca|=h0Bl1sbGsTOxU+@Iv<V^V!MN>B(OB>L;+uh9o6$UUL82_HVKtw$&O! zPxS_&65Dp`M23Mtf&1o+@w@%2xZGp0wy2^z_3bL%r%5eEES|Q->Ko!)7cbdYj;u*1 zqEh7vC&A%TF%V%_FOMtZNleyrwCZY7dkvyn0yPh*Zly}DMs`n5EUN<z4E3(41=gNK z%v8B~OgG?K+wfPvTKAJsKOYwjGOz@PCxSdBA0dS)#|xJ%qXP98fB}EUtr0XL0Qxa> zEZxe1I#v56B3#d7ZTb-g3X#GCr4(SKbp_}n2HXIjY=evvnp<I@Yr}zn{3)G2f1PRd z%C2qu8RuyUYT&R(r(c;?{K0kh)G@#qQ|4(bJu-dLzStrNcZT?g$5ES2-|(l_0`VaW z?WF@n*Rr}2IFA-J*Kc`EkNaQ=o>5+!(bHaK*qtlO2;sBsyCezTqOs7aQcH&fXR6!F z9Wd^j82XNY^M)vSVj<^5kxPb(0!<R?FsOdF>x<`-`c%qFgq+D4+UZ3<^PrJZ?;!KQ z)KURrcgrIip?+g2tkIjF8S90aG?BnQ&l|Pew~7u@u`@d^dhw*(^$#R@r7&cJfUTPh zY8)s|t{+ytfP9!`YMDP9vWBvPPf%Fipgo4n79jFGSW|T5y!KT?wJSr5Bk=8%o!R{1 zN^*BcP#c*0L)YT26Vfqa%;_Op(}sR-tz#mQWf$|hQ+Vx$h|_nbt+ID6N3f(6T6)Y) z<JWx!yBN1L!?+Yrfbv1()3ze43J*S<ZAQ4vKuFw0`?W;hBM+Zh#htl~zjgMfL3Hwu z?ik42f8rMw8+(K#V>TzhCwY_iUvk~fsth%~_d0CPHA$-&$#K$Hj?h>R)JQ5)T@z~G zjyiz6qD8nJ8@aceGFZTPNPMCmse%vyI39q?_hC45+n+K>P~0LNl;kOh9VfWxtGQAH z=WV;W2lhVj4p-GP8qy$$pyYztZU>1L+;6iqn|HUd6^H=`1!c5klqoJ<Kj!m(fw&Fe zd|K837OW;n-#S~YR~nQ#w-Y2VdbOJN@;pdkgK4+Etw{|!Z5@}6=-Yx2e|0()juxM7 z?T3YHPPaql$&&xY4E$LSb1|P1jfLE~m(LXjen2vl@-n^(p+YWrB^&;t!+?6-N~G;S zU6IjY;8RVqBI8-y*#t?Y8k<4Iqle-U-a)WaS3gWCZKbVT(iksM-qsI|Z?oyxCz>i2 z#8W%|-M2g`T=@^xwjgmJ=F<m8=2LzoMNDlHTg7^;8wxf1$Ux^`FhB;A?@xRY1bNJa z`FWU8CzSPzAE`U~164)WldOYtynA)CSo%$DBceZf?P<uR$)<OnnoKVcvekNF@uHnF z+-F>K`7id3woW<1xAdS^md!BNHfY#SkPy_+dBQG6pYA0u6<8AzWuq5Bbqd=q6SAe9 zi;m)Y8`B$>+1`ag{uJqraRT-J0>Nl*r|1bGu{kqimmMl%YR?JkFA#OQ$ml_O%c5%d z@+l$Nm@WFl{_v&mRV)oA;%2J0rggvUZAi>qC(OXrz7s)QtZqP07{#QFfmEUcp}OVW zMa}Mh`xes5bDqoJ>jUSSUqceQ0u^PukI%2x^LPr_{184_!{uhOmp>Bz33$~`GhS#1 zu^%+(lNF80)=B9m5ZkM+`)r;=Gv{_GubvDkP6DdSc3qt*(zd_Gec+zR>ePIj!{{@Y zZ+6m~BB?;^jmd1B)J8W?AijGXJLTE?ZthEa(Y1pYBLqjd&|}M2M%iYxb|;<bie?gY zlUEe137PW1oyimRQyo=2S#q(JLxhZDiMVW_dWlif-MP#Tz6m}F)rB3Bi4O=F$M&t% zb;9fBu&p4!)8?$Z)g$3d80)vy(R;hinz9pu4VSlKXv=R#H8LJbZP*XY?9P{O-wEx( z2RD=+Lf&06ogK&`ufH&6O#H(JCywQ+1^pf-2^0A0tWtU){yP7Ygrq=G_ZXZEfzuhT z-c#SuKNd8fR34b|S^}&}FFF(u9W$lin1*-LD;nPO9jKWi`6h|^tQvn-pMQUtdUeV< zYwX!_m+jDpe$N|kvk?8JaKF(Lw2<rr?+!imTT(Z=<Qi|vW$%X;Y`^#X-LQ)mm$7!d ziX7S!xMywAgh2r@=<;=b)s1`%t|+(L-SsLzr#%1GLKyEkf33i_F4nr8FPtc{;e;8* zcUazkoS|US`VRDx7D{IH$4!{)FFC!31V=Rmhq7I$QlrpA%O=#x4EcQd0jp^o#sSaN zXi5b9owmX79@4z#`$LF4=Lq*5oi+%utGEaUn7kw}_kZKQx%V>i2Kdv9?#s*0fgFmr zGyF_hXB$;H%D`wEIb;Q_9b3J<q12}_U}eWtoA=_J<z<X!9|h|<hBH$<cTHoX9c<nR z8W&V9LyUD}3+EVA#yA~Zb^<^V;DaqUR$6Wul*MH8PnV?n`OI1p#@p?6?1pxX!%)WL zt<#grom#f@0nCj_h<_=4quWII#WUT2aowo9v?IVgzA58aQ}VH9IYhtgi}&{+046wy ztpn|Mq)A#BGodlh3s~m*M{KVWviyw58p=1!#nu9sN4vfa@aINLkKW}hE34<^3@qji ztJo@ytMo2A1%`ODq*|8X&4OKfzSe}L%(`9Lt$8!`NDZ;<=u+xO-;qC&zr1OpB!Oep zdbbAgX@g)=Vf2@J%~R?IyTAo;Y+Nc+S*@M)L(LvnxiO_WzY3eYuS{3t8sT;%RO85> zWv1K`dxeGf*vMNSb@jQZJq=t(8d`O2H3mukDu{Asdha77GtqCRA)kVj^PT*kV3e-~ z!|W-x0y$NS;Y6ze7;=}?GG#L96W;1_xc#9A8Cw%ljd+}lC_9$4k~1fhS?qhoeLV6Y zUJ1TMT&lEd-U~?+LHFz@9!K&?qbnZvG0c>WSki#y*$rcUUOk_rG2RCQ3E%II<}7D# z?qTq|y`{4g^wo`%ns0y<5ok%V=7jJsfEBMAQdp4X`<yyu-F?yy(uHkT=5?-s2c3nY zu6}Gt`D*5C(@ZOVZ$oAa!8Ehk02(mr6Tz@!=9KHvLWm!WGb}04X@?a>V<;y>d*?ET zc4{vfk8MT(pCzU7pSm&qn@spXXz9!t$wYcJ=H`2#Az4yf6g+&gvQ}8s6&SN}+^1}J zvvL(CoPw%6)>vtp7`0YVdoa8gvffy2qmff~RJLKfU!|6?w3o(>V+<`_{<5RrIH^s1 zZjQ|dtf6olvkbm#)!ULhi(7%aj6>B{hsh1BG1aV`tWO}P_4Wy;lHbfNrJWCuYjgiS zqBl#<itnDbuPNj2VfJp+E#JV5mq2koyj<&|LFKLA>HK5xFIA)9mG*2iU#GC_vB$pH z<9+R*03H5FyGejwx@Wgxz(<|PXS(btfs=Z6tr8dVaB`USbZjm83@g%{d5NBnD(uZ^ zm_@XwZ}{b&?tXWQ;P<#?_UnJDC2?_wW5zypNiJ6C_ebyly<Rj`j{0eb8hNoL7Z2N| zX{od=B<<HA79M<JH7yh^sIZy-5wdu(Xo+>i#H_h60&19zR3sPdn4FY&CE6g2pn6$` zbIOJb?YZ{XG(4l91NN@CT<dFguY;^dW;e!ij$X2C9R2iP^AD^)yVGmITJ>J{+_)v+ zeE$WkRgMtNW;0*gAgD(vv26dQiF%q4x5KOp&bpKvh7rGdXY$j)W%%Uxx{V-V8P?yK ziY&<)`1wBRH35n|UXg}?4%ofvAci&!Rsq4UVWvTb?NwaPO~=0Dz;^$HOQG%%gV|Li z2;!~qdElSi=hEa6W!1N>c;Dyq5axQ8-uev{H{y*SBjEL078`FWi<8GdKeUFFrW09z zw#J@an>XwZv4%g?Fb<Lxigm*6mK4+(5~HwR``JwO^`<uLENN5$(>yiuaqDgq)s+O+ zSr`8vQ?ReDc~(JgJZIMQdmSaHKh80z8o=L?leKn-gw;I7{FLEnb*HZeH)dA{rGj#k z<+M@`%!xrqcKi33S1jO@g{c2a`l8&)zGS<89<%6L2i&o3KLQXAn1;58IAc2JZ=V(& zN1MyY%mf45t5cWQxO@xxvt_(`H_misJ#6efDTII)07lrVbC$k)>|)`}pyRacu(T-8 z)E|WFefsUK6mB_Fa2ea9OndEhBU=weNO-8c@#7+KdRH0WJe=jko{=HUMx|*%?vG?| zOlr<1bvh{tKf1i-5VuZ7dDT4i*}aNo6b;3x)}ZK5i%%9d-5)$74t1aT-MqnKLmNh5 zoDEY7@y^@!hrM?4zZwk!Xx;2Zef6sb`?~_aPb%*n!v1g=smn&rZ0VKfKJSa;yk%6` zv{=Vz7F;Vwk2tB@EOZZjWMB7)01VMQ#URR~mE0h39bv+0UER8m8U8vh!`9hSuUrJY z!o8q=fFfifV@HWk91V_s>!qQLFua~l5>q-P%NMXYn55hdKJ?5A7{CO=(EtOw-}9$$ zaMN2lq->)J19BbOIUBdil5>G>>Y_HTt*OHGGeKLBvObvRcl=r7e(VUUcw$Fu{nc(3 zlV&7ja6H%vvSFJ#;SX$E346!k%Bqm3!*w$)6z_~8Xpv>tLR|PABlzI8^@@7}+9`IV z4bQ<W-oDT@>A}o-oshY9Z-(FxwxL4j$dx*FK6M$Q6Q$x>p;Mh9>Z_@n)$?`QAICq$ z9Q}*E>Md>r#a#x4HzR&Ix1N#wj-AJzjkU)|`(*R}ppU*_e9nvg@TZ+!&q$)cMIl>( zD^M_>AX{eYwJ5lc)Bc2rO(gDFeYJ-?BUxqi4eOXk=HV!J<|xOWIbNi&8#Kq)d>D0@ z3cu0QI+6JL|Lpkse34T)$B8iVjlqzw`#If6O{Cfi&;P31;vk>IZJfmj(@d9VEXy&? z2-rG`RnvHPu_;D&nWn>8xIJqdCJAMmhaRESx6O1ga*hHTpQpA;IK9ooINwZdYV&i* zbA|b|xgkvFsjb^(S=Uxo5*@N_jiLG7=pVV%r0<nS5p|WpupCi;YH0<%M<F#F<KVxR zKU|$+mk~`$Y&_uylo2Y9+v%oBxDRReX41UgF|kV>!8F5Ge5$BIWoo^B&^<75Ra}JV zhvrUR^5E+a{5<10<WJZza7G!wwYX%E{k8aHNUf-EK7jK`{rG+VkWU>`38Wu(H9^7l z5X~?4#KrOI^R30GvEx$;-C4-z<fE~T!fExpiMH30V*gN`cB#N7Ga41gJ$-;p(!Jra zhOJ_w<&~@9C`$~gv^&--7NVO|lA1-G7nX=CfVST!jLsola(<hGI<qq;GjK)Y(t%^@ zYk~8D5mwnfmC*8a-(*h<DutL@^v)qAM)IKt=KDap5op&$8I<^XYKph+LA^a2Udr~Z zmi>wsM>qU5rU|wL@jgouGqnv(!Cw^OEC1nlb7Ln7sj(9d<qDQ(5@=HEq}!#l(?BTO z&Cyf)p!-MpGixw7^lu!%@_fZ}7u?mOs`GB?(+$$Wiu=_PWE(_^<6<;|Z;Sg38`YeC zW{xCv2=_>09=H7ZoxjoC7*%Gnc$WY35SR6*S)=a#Ru2QDU19$M;Pb$s%JQFooBLJA zV+4=t7G}gG%#NLCeK&G5^k;fc6-f7uZPBSB0#dOc%xIrg?c7&rw}Zy(*VN0{$Jo{) zP2VhZrDi7H+0xIovV;N;x|ZuUVn<MMj9I!KWm7INHe6G;|9pbl+%KE->gy@0qHrTt zlx5%M87`elJZs$NZ1Bc}xb3t`y%F{at`wBc>jIFnxwO;Xo=!Gz%8W?0-D(zoqc0Be zfn9SOVE7bE1W@FMT{wyWFTBBA+N6m?kvEW@mn@u!=mEFDgE|#o39oIH66a8sn=2R# zk#={6ByV&re#?%=uMCLQbaO#wUe|o<F`0^A3D}t+PXoZazf!L=#3@9ABrHv@c3|Ou z0O*T;(|6{4Miry-RCiQW%N*Dx<lA<~MU__!j*l2ahrc%Ncp(F?&AdEMex0c?FdZ#z zznkmHE%$63`N@!+4Y!sPf$t0}YneT<3jVt|NUx*Yyyc=ivMH=M5GT6g6#CW)M?*zR zT3=Q|&b63I#`2cKs3MLm5BV`P3l6@-%#5D%h#_}#r4TNzv}UJvHVCzU+n-cBeQ2vY zo7z#>?xrGb&l`ETXSF-?m{3OCayps^B_wC8iDc0*<!7m+7ldo2mAH}VHFea-9bsl1 z``9w;Fq{2%aY%G_`{*az3#Cs5>Ir!cN-UY|Ab$1;XY#Ra)WK%KdTTm7SJgMs9e1YA zeUuwNpW$n<_H+OfQV-2Mj56SmY}kEgq8mu~S?=r<3v1z4H}wSBxBm2d=`A1kNZW<m z6Y?VL)lrYQyEoYxT?tG*<tbCSQcL?0CIRa;7-Zcydnxx4*rxbLFHn8o_P4tqG*IpW z_(D*|(wn`V<J^Ax#U!jaV1R(%$mJ+nk2lqYvtA!sfT}sK-*~57(^_QdnfwEE2y#=9 z1gOV~#lav4xiOYTu@xUmtaB%-cZRSHu(rq$^ju_|yg|+Ej&#dC&wixBqD+7tJiL^i zgYC@0mR}kLS?|_CF;nUTHN%Crr2`RWf!|aw*~JI{Yg?$u7#~OPZHetCO<h^r2^xt- zUufn&EwM2(y?^T{Mq{~n$AqjPOAe$gUCAaBoC5Qq5Xbuy^fdkBqu&+<BlrDH4pbs? zD{oP`y9k9Bk*b+d2YMnaKZYbgDYox?I#QC7=3bPix#vXhNcWc+ZEeKr*j@>T{~K$1 z;vhNUO%UF(Y&kw#2t$gMkV_cf)nW87-(%r+?b`N!-&wi3eKBBv<@Svn>bBN0aSrJO ztd1FJHyqV&RV4F4r;-$BaF9lx=I-pT68wh$8`(tibmd-%chg+ezh68zYQ?YmUxHAQ zFWx@bM_p&>F%el4XCcV&1s%>$M|PyGWzUcQCd*l$D{TX{!~P*I)&>P%i{A2gRgQkX z?q(q>n2Ix&sPMCfNq}KK&RBY8H1q@}t3!dRKzRwkK<t=oe5`?7=*WBm6hqP={CFtZ z?kisB{g+l%CVar!T?7HEy}1qHB$gn&tAiU<)k703Kh?Pt$`!bVP#@yc64-Iibk7{% z?yg5vv(_rf)JJe~Y>^wFWyOV$qj#e#?kt(+LPnB;V_F%<&*FRsK~^K!kYQ-}mypdO zt=&-hrii<&=o_mpMnxCvnKoENfU}<xLVq6OTo0gv*7q$7btgpN#zpY1=^HOStg&FB zk692%Re-l!yY3$spt!uVANqNmrRUN}H(x8*gBDH?lUzd@&A@jID=%x9{)W(Sk~<ui zmipj$a(Omc-YL2(mmv-le6D4%^cgG)W8H<Z`FF#KtRGqhvE6^M6Ev(fGUX2t?JM87 zE+(&T9x&mL)Fq{F*dM=}3jF5j-7UR^<1<n9M}kxwc3ydqRu_ai=z-}8#SbeaaO-ea z`9kEZv^!d^?a-yrpQYxpZ2JwQJJVr~SRvAX=2R#jmk~>JY4sft8tD>z$-JX?%1;k= z+<db7@~qJJg!sdsmcG9sS797{3#I0B_sB8Po-MIn*!M60Sw=(3FENNB#$}edM<wZa z<Dlt=_j2sO@z&p|>EA+_Nmwg>XhV8jE*NxYb3cb0!(LMlok<(Pm>EC;dDC$hV#lfI zz$ImEtPvG!G4d5oTxNu^own*w6>cM97gyUI;=`}zVLFyB6Ed+QjE<=i=JPMn6%WPj zzw~LF)TXpAVBmu8$EIV3RfkP8_m`2kP9kWU1HzLULyU8;U5H)%i!q@v;**l(fw@;x zPXx$BZFH55)v|cvwM`%u2^fO>zkpfhH1JSw0xWxj2>ryW{tRY~#@Yd8fm5w5kUB#= zqpfdW$?GO{xrAqw1yYl0cHUsT#znEgJ$)=4%^*rDT1#_A72y>HJ9RL8gfwryE=@o} z4RL+9D<J6WM!nUqlq$C0llD`Ik#7SpxmnOI(`KU|E%%p&ao!q;!%hhckWN@WBNB%+ zS|k=(P;N#r&O*Or2&!&FK!^G&78sXyQAs#V?ZM5H@wV3+#tQl>UlTZKw)QD<_A2vi zaOFLP_Dp?xIC{mbca<|22m9HaWwEg0OOH_Nj(kOa>62EJTRkS+?!B(hyrg(B0uua@ zN6cDYtFE<-(hDs+!g^E`lkJjb{ggZXNv-yf1oCWFai&x7w1sm%?3+1D6|x?yW-WM* zkQld$0()3|PFGGG%$$$14*O-sj<<#n(Eii1M0`@J7(cp&2Y3hx!<~%Lr9+qMT!wI? zMz=@x=Y3+_-Wi@Subl{3cl)Kufukv&o$sPNSk)G{PB7Q=%kr1Lk7J7Xh~*Cq)N_hg zIE5f--n9Va_?WjdwL|!>b0(J$Dhqw6obqGyC+Do2R{zm-h}_?j&K|4P|I!&tWCD$W zg|@_PAmIxy+VJPV2W0M!e6a<=y-CMZUGlakw-z;jt=;@=c+>5oA^HPIYxVWcQN-qa zAT)c$Ud1WT*9cJ3De=>WJ0~_`k{GwAY%w=wwTz~ZLyZHdPVY5qFu!z}x^wUDOZ3|y ztpBc2oeN#8)9W=!lAI^Lb<Wrvv|K7TS6$$mRD8ltKuKUj<(8Muuou+XD-q!_#+bz2 z)|EN-{qklCl`lS8*(-LJsBQDEr)Rl*u(2xS(MvGKM9dc!$XoE~3T^GM0HPCjb+6qs zSKGC71m2N_w3eO6%Qv|-N5#=+d85t5mq|8L`rM6V+x~@)Mw<P{jq-=nRm4;jv^&CL z-oF3k?dS;^I9?KiDh?Uw*mkA;n}SxNM9Nz6`{JiAs)@p8M#t&hDyG-nnYUOmHQtx6 zC3!RHV_k2LPG8t3Zamg^dN9_3%Xev?x_H4FsNW#M25{^uLE8g0+`-eHUR;=%tpbJ% zZfXZx5@}<aDR#iTC|-sjz9|d)UE?Y?fI8jjiG1~y+*1z|x3$!5tTvJHE@H0%<5wv# z(kDO)X$LR_w{B!=^D>MM`Z`g^Db{*L8MX=hPJsDuc6hf=PR2&AVGeb+Y-3juH_xyc zTlM{AbxiPI0MM(5RFRIooQ)Lv0=oEq<yocy_E=C$2C>zkTbJrM_3$kDuxNApYG1+) z&#^=hH-Afg?Ad(`<2Z5_-GWyO1pIK|z$tCil=|Y0<)mv>48()@|K(Bm&T`O}wKCz7 zH$b^TmwfPuMlllnE07^+QdpE1lF%^;-B_{iSkQI_yz&yI7JR&T^Ois;t@Ui`M5W`C z(!t2|#QvScXTBjagxu8f2%;Gc8;Q9i=U>2x>s{}e{R;IyXu7V7w(4Ej==jdyJfJP< z1=0xP+<j^xHZ7Oq*YeApgZl3|2GYIjerj3H|FPb3Ei}(_0Pi1IpYt#X=kwyIOE1K2 zx0(H&%|i`${xq}tH)vCPWa;S&|IfP?n&0(ujax6xNHxB`Q74S+{G$wXGhZI^WZC?n zOOukODa#yk6lcb^Ew-N5p6%1#aJ#H??<yt*<GIg5yxB1KDRU=Q?&^kR18bw;R8*J2 zKk;oo5}Bpf_A`AB?G3VM!#zhr>p06&_32eu9X!_wLw-4em5w})hf%5yM<K@^rI}WA z-jnACI2HTd^E2199+dSJR>w!NaJ-LBY}?zE3{c@EFx8pg#kNc@ctG}-Q(ExMG^}4X z`Y59XuHBwoZ+rLC5S3wKz)`U7g(8L6!Ch0*)mR=n;o<dk2U{Di0r`2<!ZmrzqOJgP z!3jU8y@Q;RF}Zr=+5wZid4JB~TKqX?Z9gKoo+&Bna;jg>X1-_wmH~1yaD^6y!Rk?! zUrGvgj|TxbHWx#ixOBGV?b3I8fz&sx_;!p{ua?KnOss7|a0J9w7qCd43R8mH3D8J5 zS%GUnTPG`ua-40F^2|rzh(rhfvkM-hXYv%T)xSF7_e!H;BUkqf$s5F51tzk`;X>o} z%qo_aCg208v0NWWHVf)g-DR#Hrf%1`U)9I844(1hu5o<(v$B8e!r0fCpKncBKYe)a z#6L#|X4i+7uxcR(;_a-W7jBw*Ii_d?cg|s&{6l7B7a6k@0rNhM9VobQdu9j|eR_{- zl7=SYV5wUF_7v!!Ny-~O8%-7bnpG3ssE{fXgkVY1lRgcd`Ih+(4W`PA4T(&9t4>*! zank6s+4Df2!*=xaN}=bhG!$7lD7gKU*r-pL&AGD+R2;j7w}z0gEB5{=BYrP_{r$>9 za>HPAvD(~-*zx!Ob=xMFJ6zw#?*<<G3mWU*02^}Ils%{=PW(d(ucWhsY{!T369f1O z>MC+dAq-(m)-8?Nw@q9}X&!G(i38ErsR>z{%AyUbgO26xmD+Zvy1Q)*=*C&mCb>w5 z6w~j1QradWPE^GfI|pU(x=hoHkvL!0PQ20A;+riIWj>Y@=hu%<;~rd{`NQOGKltaw zV0I;R`i6}}a{MrO!psDiYyM^;ugV=e%|0J`#p_$`@|&dBwpWB%ls9)`@R+?w?2B5C zaz@F6LWV|Sj6W$UJrN)Z0RyRxew%Az&%s}51D;M7?Pgj2#ejH0DWscqA6r<IKc=D` zauXOX`(d-&rvJ$TZVNvqW1cA1DOu*^8NZFVTXYtI0W>%}nPqb(;d3Tprpfxd9Be(` z8v=W#Kj#JuKPBVs#P)KSBB*sI=>PMB9?9Q}4Yacqhtp<C7~juBKLy9^pzBs<u`URG zY;{u|``u;S2ZPYO+`4J4wGw*c!hx9oJR5zuc{Ke?mN4RM?W7-WJ^<SPf1zth!0^$Q z+m_aA-`Qqjr+_7eUL8Fy0gJhT(2M%nUyh(6Kk^1|e0kEb=*ql#X&uwQGugqJwumwm zx9{x}DvY>)#6+>I8v5vzL*|&d+nAG6;#__a5$3Ws1tk((c7YgQyp{K?aGDXaYoY^T z3sH3!>;rNj&5nr!DzL{0zW3*?7@c#mlaCtt?$|Xu@g2`!-{_HTw!akXEAn6nG!4f( zT)JyDcOoC?>xulg(-Fi_r}r)f1coK%b$lD5m!>~b=Z|z9pVGiL>oZsLJM^iS-*+-6 z(qnVyA))ny)4;#1BX`M}0d}UXLo>7VVl=$_ltUGx^SnL52jE2(g)D>D$CN@kZ!6|> zT%Pyey0v*2krjhdbsIfd*z7PI$;S`jfE99kOatDwZx5XWzp}tC_cngp|5A7QwTV7- zwf;ug37S1|Dx=e!f9`FXC@;gk>oqcgd7FsB@wIcX0z`<%P%qHhYK39E!ZS<&ONn7u zZOG^B2ZdhO_br^9+XYmip^D{`hy$fIDTZo&%68<Wt^6?dr|gY2pb5CFiY?%=&a5^~ zH3ax2s)~kQ8o`s}9va14m8vCK@%Ybsav-yxA2M&5#hWX2swT^4?N7RB^VT1(s5;a` z|H`fWDexFAIOcUm&f0aZPrMAL^3=FYZ+069{_R^?t!h|;vIgq$f~Ksmk?nGuc7x3j z_jcg2JhOTDNNx3m6XAh8YI*>ta%4m0iOL&yZbw&J{JUk<Q386o_M$ojO`rZ3;y;pb zBPFaoJB(m9bkJNcUK_rs$f_#h3NxZBTm;Cc!bl^gh4Nm*u2Itv@7g3l(m^xOb_1{b zp{Q2k<JcKDP7tfI%=Tv@@~185r$#tjhVWbynx0U*b@RQPk1|jfzHWqo8r}qlvM8_| zFSh5TcC^mdq;yllF=vF{))L9-Aeh)iNd$!fXnyV6eLI1Pq=$Jdvbpq#u3n*o;Xb%` zmR@c3wFTc?)oV$}kXrz_>TIDVL}C;2=j3YMGO#5o%-{hh%ewkNpuxOL1rmVA#&{=z zM?3Ntu3QIkiCdb(qzPRm-FuZ&zC%C!BS6vo7+ilGs{$aG^3n;+BszEcRb<;krJYmw zu+cx`r~H%lBeJ&^@&P2~EsM%m9H5<~mcWtA5XMZqOcZTAlUmz%i7OgTNZ<Pc=T4?z zDK<u^fIcbf8sMbcSUOUZYah5WNlECi6=aw|D1!|yM_s*#Hz?e!w#H%e0T-o1=JSCe z&5d)%1y9=>o$D56FV*L5-2s?cmwZD6e}tRmd*wfZyv^soo`v*cy93oOb+IzgOO`b( zOTFJrN=)wk$pb8LH&Il22A}_5_OBzGoYgC<R}OBTw&Q}S8)tDI6Z#%9tM7MT2Y6c( zM{zqUOi){lq+6z90J<kkM!bW*YWi-WHrK@CBS!yFROF0F(d<USJ~5o?@IDUJzBqS6 zdd45`)q}!;#Y0Q7Yg}ogzl6*en=G^BSxVDK7P`rigaa1hONw?sSKrMhHVH)&-N1f+ zK{rO)+H<dt@I-u+3afbp2nq6P-7C&U3$`irWRJ#HkbFB-csu7n8V~PlwB<eu!B(D> z5WLB%bw#qtm7Bxqruc_Us@8m9AD{{VR6b`zo-Uxw%a567@lc^N<}rm7|EeFCxBedd zfEE-OXF=s10I{LmcgA(%;ZFXY>#IYJiO<c{n}Pob33CdkBioWt&<Aap%LEEXBcw26 z&U$Im5=s~)#6~e*Bn=e4lvaDd8!n9IJ&QVrbMlSw+B|MdA}bjis$x(Trn)pfbFF+i zrkk-%LJrvm@jvC6W{8dE0o^R;QF*xJ!8;#Td0D4k=+By!H<-UOpqhQ}=sAI^mDsyU zR}MBSBmQo-1`WXnzHE!SV8H5AW9J+6xd^47@*4vs^J^0aXp$NM^%QMlUsnk7v))bE zod|!AnLV?evMR)8-L7;z{?lylCGZ`H^gOjdWj+;CpZj=4{-csiQ-jkA=VE=uTf#4; zc{dh_u=E!Yzxj*01xjioIo*z3G34UzcCGqnN6T+b6?;9qGBi2*f717T@TGMx^@e4P zAW4qtQs;I?Df`9cxFX-wRo@IvKT@3E#~1hEGer*?D3<-WQlk@2`WNwWhr`Hw)Mm}u zvogpz1g&MY@ne2nRv$K_sxBfGSEQNutqYvJ=KndLVIQOm7n^bJ8HL?5!cmpNPlO(| z{T#TPA8EKe@uJalA`(8Tn-}}_g<XvUvI#zlQ-*;Gy<GQW4LFJvSTMxD!8s(Q90RNT z-vtbcI89bC<_`#+L|kYWE9`I>D3bJoi2tdzo2gc0EBvGv?PxLJZGg#rQL~+5q8EdZ zH&EO#jMk@}p#4deSyrXKEDnjQQ%2}~Q|%sFK;N!$#y3na>_B{rnm?|8IA$H%hIkZ& zKNJdsXVqQ!05^4?m~A?ExR$AgPkhKdGav}Oelm#xPuMUB%U{n(;QrVsb6US<<%tS~ z4Yj0mQ0XJWTQhrVO>EZHdBavC*50$9b@!o?lGaX}u2k18%Xl~Qn;ST<8W<$23b0|f z_6(Qurk-R+ng#U{lob$4Yl865C&$rjjvF_}S<w41+^Dqp9I#v9Ff{n7!D%M8<WVVb zb${S*Qnrwq+xwaeJ45(0$A5pk)su<vLzaQ4n0I!JFnKmlui=deVeOddr>e3xL)^_U zW`K+MgJqKN|9CD64I*me^qnYzJ9jTDqAd?Z`}sq9F|+1E18?CoSg+~7BO{(H-#PT1 zJ2kk56I4I6z25~kP7P&1g+<?ccOwBtDE5NiU^1wWS%^Je`boVhTFNABIV9Cm5tr=& z7G|!B71)wPTgQYw*-|CZnLV{D0e+N)RT~cJZg`m6%-!;Y;RLbXQq5ovX!^B<voK@K zE#juZ`Y+3>m;li@!)FLjZ0?sv48QWvZ3n?O^N>f^)oX0ah``$Z*AC9a=a4Q8weDYa zrKnXxWAn#Qm}Swc_#*D9fkz-umzy#-C;x!=<h69!eS7W2u6}UZc)w_9zlkq(Pg?_m z;CQc8c!qE&4$U&pgMAVj0!$+Kz;2x+FPqn0a2khvFt&b}@0b+D?_h&etm`J{KD8-F z<rt$=N24Z|V^Cg|(NkYajtcSlCLf_)L^<p3I|s0!)u|%eqhWCP>7=BywDr(S@9llD zYx%z5g;;TbNu{K?Y(5B3jSuQFhJRbH;t!O^2RT`PLb6&+&3-C}^<SU5GYlCXi9rVF zt-=*VkSi5tl|e)McKW|7ynQBnow!BjGQ7eO=fec2!{Mi}%$EP$UN>A$pnI;pe2{Id zCepaNvU3tgmsRt*j=mt?>?4a}GX2Fn=k0_?>EB8ghPySiG(Ko)i1T?8O*M>m>x2Q; zP-@5Cb`9@1oOIth9u-!sED?Turx`77dqJeCuyRocee=tmZk_U<DrO*~ESb}Bf~)tK z{hIKdIU8WmDgDdV<H-c}EUwtLK=#P+IZ1Mal$<Cj5%IL_xaxdX7-!WvrgQ|o=)}$G zok*5%6!I^E9V(-xE=gx&F-jD(J#4(`j=RjOt#ToK(C$l!PGnl_8ED4Jmrj{^n<4^J zqgX@&Uj0+n5a64Q^?M^bS2k;NQ~&D@DA6%d1l-qrokOS4T7|2fZq*iUzz~1+ONkSl zTkl3hT51`{KQ(qtEU4i1{Vv(Z^)Fq`V)Wbca}Klv)&8a;;xt4)T||sw*2d{dpAb$~ z=Wh6L<Vs_4^f__YgaM69-K~r30S3B%Zz|(-iI;!mcq)HYbGd%SIJf&?w#5~GN2Vc7 zx7^CXUhmu65nN&*&TDe{h^(G`vC1TEO^dKJXsMM`Q5H~JeHrDvbVxUd^2J*-AC-8` zmA9{zyAM8gcqu2RzhtWK?beg_i=2N~B7*%Ol-SyL^_~IMF4$SMm{Phoe<84T>tyv| z`B#$r+@<I#ySQO5WXO5R*}P-Voc+olX}$@9_127~M%%!1{Cnmr`wphAy|_Ru4nf=R zT*LrVnQAVny1me-tXHirkpXN-%#CtV+f(im-@O$ucQdx}Xe0gA0|HT9ZPda<+mW25 z^=&J`ZA0kbuweZ<GJ8otu53?vN4MQrTo>HK0dqq-x1yHYrf-RIwu_BUQl5haB1NBi zMncPDW<Np%64&M_BxS^zz*m^SjP$$M$t4!xN)K)bQW+c>#!8Z8O11stIdY`D*TC~H zr9x|H_lrAqx|nPRXnA{jp?<&Q)!nuZf7%&md?dnP>GExQt^SDyuWK1L<gHs}^`791 z>>^w-0V@4sbItWE)*z;-)m};1Q#V&$Yc8MP>9t~HOk{f2xs4`2kNs3pg&=ZJ-rvl_ z?XB4RDBn&-I+S_dG&y-3%r+Sec}_&s_*9m~9aYwgB-vFV{G25qOTr4N_P50$k35mx zfc~OJBQI5Sn|x?F-q?>iG@jZPsZ4*9vNLfV3xn<$<>cByLH^T?DCner^Oemk=$=ZZ ziQVxfLH@9{Od=3Rw~Cfp{p?g9nG0CSN&NSE(q9ehCvYPt*t|oQ!@n^HUBkom!`Mpf zFa_fvxp<t4s_(}jidSz@qY=d#_pBwsF5X%dQsT-vhmK3!g&okK99xp!U?kP~{J2X< zSqaIzgijytK62Km52Z?m`x6&#CQJN;4xx?*KUVI&iL%e|<IlZF*t^oXV`3G}?n{eX zv2-j`w!5(y*wEr$jG;s7e9G#(WA6naTTfIjnl0sZpfzhR8>MH_r`3>mIB(zk`e-9L z33gyhT1r@NxM$}a>eSu>)<kY!yR$J*YkzFnV>OX|TLyrU?p^E&F@X7}9;u8)<)jdT zxJ#M=Bcf!F;QHH$#_96k_+!nItsXhr`aectu+dwl4GgeeNr%o1dTjlx=L9Gc6|T)c zM?K&((kY{}<xi+$b6l|X7UQNi*i-+&OOh=;?caV;eOV1n>_$1(d6&5vx4zRlp<CRQ zKd^&2Da*Wu-*GbL&j+u6IRDPpa?NFM!!Wyj>L<4DBX-2AC1UjPgSTIj(6L#evJ{h- zD2s3J-ZuJ94dCh_GJRc?9YdT~-Sk*yV^W(3HYAS~5LZd@eh%HE<%zWsP%Q=lJMo*l zp^F#4MAiA!(erQju49W)md$Ub8Krbcwv=Wf$P|;7sypa+DuLzG$v;|fyrRUNN|q>L zSLG5B#z2dB7FZ59max83mOT20<}(rM-w4#dV6`5jEhr!HsVq442%NF87a6D?4fKy? zs}1DUfH6P8!Dv&bwf)cgi!00a`F+(~{w+2lX00RyoH_T<yX)?$R`Xqmq%4a=LLE1H z*X1&_Z@#x@HPhtM<Lt|GFLw8LSL}P}yu<pg;K!Y&UZB)+^0tVzP6Buu-Tv75)G)P# ze|?wjB;6U6<VU^j?%aOUdm8bfZ3(cp8JU)TUgW%qN1wU$iM=~3&O8NIP>|T5U1^|x zH)TwHiY`5e^lcb;b-|6tp1N4KPkAOtdIDn~+nH3w8GO0F`msN2&~AE0A9CN`zOU7u zxR)O*KP?O7__>{RnGzG&H`>4XWm6V8#ogL#uJKDBvJp6?PG42%wXxRKrul}0T}Rjd z?bM`IvC{wU_4UzWa_0uy=qHt?ZH?i+Lw%XX98GJPd-WKPT)Wx2^o<<KAXOHx7)@Gl zyJcXb|4$qxD=PD_CNR|Xo#rH4x<svhfhX{8&50V^!@_%}VBW{$(ED3dj-NFcUk|E3 zsZ2mXoGWbLnP=#k3`}q(fx4C^YFaqWp}f!@FurFrufg4|{>m)Z<P329ys^Kbw?{MU z#bxIqKocVJ(JgiADzZR?B=eLJ8-4Lx`#TQP^k}^G#1a&mce9TWH(87lZiu?PzWHF@ zxovh^7B_EwQ(diAn$n!-fX${ytU4=^A@*jSm8M90vn_wX#WXGWdk;^W_VZG0vJQ7( zK5Ao%#1LPcGOuibn_<c?*qtw6nC$B;{j08Dry-N9;dH3#92$gaa_oM*f>&EJlpB}V z)*$ULGqEG7C5oZvku~z&2q<Op;ZA;8r$WoOS@ctwExAMb&pXf2=f7;2nk=y4yQdmg zkk$)!PzQynZ^eD8KlR&YGum|ad(<i*@6hG2{w19?=lZ%1YvL<5iaw%T6xyzGU+6zf zbdJF>FI4%20~a<U9ggqOdG}HDP|2pkvJfnADdSyT-IlW)iWW2f*y5cq+ce%1Sn?$b z9H+9339FUAd)z91B>uU1dr5gx;eKF@=0G`c<4YVMc&k31dZPAReHpKMw`<hfeSv~E z7Uj{-E+I`R7MP7UN)->03nyi(FGm7X#M!bUu~4SfX<E<kpA&ulhwi2V!+&|zVoFdm zHp9CtXm66e;r$!!slG`!*mP^Udviar$HWpJUAFw=VPctLe1reNppd7O59qk0j5}Hb zPoWsQns4RodV?K1tu=6QDGof}1<;IfSrgVC(uQ#^qZTu16nYc~VNax6zSv2?^5_2v zZTMwQ-A6HAtV_4ak69?GRh-mpS<N)38E^er{%EvFY#3FGxI;TnZSay>he2M&4UN}@ z5mj|(2fui)=Js``X5ovxZ0BracKBYGrmM11@}-mDicO8^kSJ(`zeXz_{o{`9@@gl8 zcMchDjPZLS2Rd2NmA!(7l_akW6Zcl{tvDN(HuqJ(19jf?<LPjF{ebm_$b^E}w;O^r z;@8!0X(vF;OErLdFHp45zq0p<u;HLKbn<3b0<2-7hA3XOif+gzX7{x>9P|aV2JO%N zXS#}b#(0SOjJ}mDc)wc?_ja$qeW&M+P2=da1r@RzumWQunG<8Z;lY#I?rXfOA7P<m zXHrLeo%~|lXF~9zE9lE;T6BtFv*Z)8{i5LW9^z}+G|!O6r~M(w_^3L+GR%lC>~YIx zEON;r2Q`Qn6pP~0;x_-939Iiswbay4Uy>Aek(pUQ5G(%;C(m?(4#QQ}a_imIV0S*R zHvl0ppU^fR0B=Q|peUO0UZmMmeU-zGA%ro1FM-zQmw`SDqpxk@r0!Eue<%WNTA2Up zdS8E~Zg=jFE#5&VKs=Vaj4JLo)`{UT@^8^8n!?k06Na38^gdDC+A-$DuO6u(jkH~< zX0xVVV}gB054(UO{pgPG^xR#IZ9mH|n3GlrH{m;-5ShwKMJ4*lgG0xvw#tpkfYz8C z8n+DEQ%l;xp3<%55xN{{+w*s}Zn4KQ^l9dsvLR2)Ym`x-Ey6}x<WHya{>Z){ltZ@1 za>-&A%q^8oPT2~8i5kc8#AG}Ryxr$74gj_A&1mbx3`s%~t*JuQ%>!Dx8jv5ATZ>0W z0Z+k*Tx{-Gtj-PPYcu%Shmi(hl4IG*{G8f_u9WibtNvQ46pCQPh2`Dr)%>k-O!<=m zD>1HOHgR{_jh$W9(QUJ~7IZiCR-cuOM&si#jb5j5-KNgApkdS#<jM)Cr>rDWrG35h z4)J@#P+Zp9<hJ0ASkSUoqJqp09bI%+(00@3zS!^U0tadY@jC+)gc3c*Hd35F;qrly zxq6EFz0J#`Sf%?<JJ0`<3JU;LHIsO6Jv+*~s(W4vYHXXGs0<Q({4x%%6c$@ZoqL|3 zV+T4CK+81F*|2E|!<9oa3%?uIlU#5u3s*d0NEviAWY!)eN)nelqNjkS%sa03^bIu4 zSl-%ddF5F$4x}@6M*_3F(EQG=y6oSV50bnN0?!3ctGrnn?@DA*s+<lUYRu<oWkds! zsL{*```ND6#3MdzUp!)9%g-t<-41FPlsV90RoXX;#NRdm7PwrBE730>V1|T>qI~tM zT`71cDzKgg&`>JyViN6q_ee%uRu`P3s~d8XrySBTp_{+kx4Xt&fBj#dZ~dk<s}D2| zFL;*aegNIG@BY#F@xsQGSCzc?_^F*fOGHTOr0iKwg;;h{iSG=})TcU577<J?pvA$S zHM4tCU;)e4pX|6p)v&)otAB>%py;5EQr~+rNlho%szs0wyE<<>mU%y3VFjQt8)Xb+ z$jR!Ue7F94I!$+Tz^rS7^Z20tMaO)4@Y9{f4<OR<kN`R+Ab+td$zqw;*a-8rAW0JU zZ;6nf0ivP7_JPXe;!!zG_NO>ojrR4NmGC~E?M2C!yg&Wi{e_if6bRF;(A||Bd;U~v zmm%Q&iGVcs8~XM^+UH9jkCeT;Rlx8<_v!!LH_;O|_|ucll=aLH+sO?oe65sjVo+|S zD5sWy+u46uAJkJxO(_wz!0j6w5?vCxds?}0hOAo<@9(EM0^z@+_<u#%93Il?vv++( zbJnVDrKtHSKb+|wen2guSvUNThe2@QU;z5A$YPtBK9rB*U9IK@{{ci{Dn2+U{l}4* z=0TSeo{~*6u;Et<q5(20V<DAZ-B6;r*;U5{R1oB-!o$4uI-iM4@nrvN#geag?u@b< z-1TD?-XvP?Q>{4m!Ckf`y}8%);2oK4tp%?->9<Zt*R#>jsfQ`UFMzd?OZTKC{J*Cn zzgj9SACEN-%7~sLCojZx%oPK{)Ue|rUjIWOv94W}OUkR;Dc3U7j7@To-Uol*hTu=~ zpRahQn-t1kGuqG1r#>|7)`j|I8g4rt0cO;%EtEz1w6hEFb=WC!$<#w#9?^&$pc}UB z%0}vLeNeFeuDF>N0`3n<oK7>u?CbD1EHs>zzNu@8%4_aAd>-BATAI;4e84w>R0}3o z=&bV}N~mO`zTf@#x1{OQk%qqxSu0z@zEK#W`|JM&vTVP2jv6*aF2;*-jml>1K?3n* zg}~LE-69MBp}<PX*^pKdU!|E$#iEw~Ew^dJTT1B98Sf6dXvMUT!~Ja8(kL~j#QxGX z(tG6FtH^oPHT?3xValnc1EArM9W89bsXjtxW$={ysej~weaao+s6)+8Niv5e{fX9D za)~fkI)O3>?mZAZT_=y`%HaBBdfE4@T~~9f*tYbr+=YLnnMn4T)d@l|^5~Y%oYf2Q z^)kreN>oIadteI5);J^;P@80+tGbqYZX&hj{Yd+b=3Amtwl5n<+G1Zd(3_f~SG^9} z8VmbSrA`{>&1XKc!Gp$&{$4w;jHNMmNn)3sKyJX2bAMPcsM~2^U){#+rS7@=-=ck; z;y-)1*N!JPebTEE8aX~a#;i*h1<}q>A9`1%{ia}!o2}mbuk%$Q9yv|Z+fMNXlsM$P zi}lcMU}|!nswpybA9rj}iZ%oehceQ7qmFQW^KejFu`@ypB#<)zj<B4MbbJ;T>4m~d zp(|1LkR<0>=bEQCGAwYIiMO+EFP&;I&+j#xeCgb9Wq$hKuOGHZJ=>i(nW!p!XlGWI zQ$H89DnxsbHsF&U;i39w?HZ!nAE#Xe<r@&{fMs2;33mA&Lv$4SY<rTb5Hf2XWXU<b z^!Tvgs*WXUFSn<7{an28h*_DVT&_xjVF=$2Ox;ogqRxab@`!>y!M*HnSr5OO{zBk% z%@7wyH8?lc53kp!a-X6CrsbKGVeTUti)p+-JSl)^iC_L^&pRT60?dLdm=mqxT@o<y z;~69&J<#Y}+;wlHR3)3|WJgyNREqPIbq7D_J+b%i=ZRBS`O2KW97b==f4ICU9;GM8 zURc`8TK)pQNk<+^vhIXRlYAu9p3=72>S2~@sdt#UOty2h(Mn;|0l|QVHeIGJBkAM< ztVvgI`gKR{`r|lnoWV@iip!6_qM{ZcGW5H`rF#+phG4<JQ-2O|k!5|3%!rNNa?!wl zeL6pDe?$Lk!kdV@W$K0ByvmAi6Iow>i?R`x>iwpxv)8c;YkPHvY=weIqs#2AH&2gc ziXjzMXjR9by*E5R9e2ikWRucTv3IfZ`IENLz=<FwSe+8E{tDW_ACT_~Fg=Jrx-~G` z0kb<-<IFC@8<P{yg>;vRz5@9&0889e<Qp*1Mfv_So)YAHxG3uS>O|uX5*zTpaO#wm zT?q^=;|9J6!4_$nu5F?t7(dNoUPKU!BhWSUaM>R)r;xdz5FumKjBQ@YGtEKXu_d%9 zReC!Uq-J*5VySW<MYcw79@=Zd&A7+91wH-$9G!b0)BFF&PpMQw?sv*<30uhhc1n`_ ziQI3Q<m5g=%(hCoUy^daR6=qcxrL3)o$V+w*SRmZ4Z|?A-{<@LYi`>g-k;Cs{d&J% z&*$R_x@^*8`zv|*P$dE5<a9u|=l?sWZ~TB|7m|Ak&r-#DEVLW-hfNz=%_CwC;g|O! zSs&2OAO4nFOD;UH)7&`f?-*RGWPZH3+1vxThCQoSuP)r?NFBfVN1#Qhak1>oI6`c_ zqY7AgOp^wzT)rVvJ-R}*s7Y_T%;MANkDs@KN~X34o%p~UlXvW<PF{qX01>VZ?)Q|G zp9dAqw`Pd39snZrw^|Jh$NyZ@)6~O;O{S-sNz2jg`IRDG05pO!Pp5QvZ79L2oL#!6 z6X70fHQx*cwNs}-8kzh~m$$(^8T#~I<f9x77~Z`St!IKqaIW$;v`4*jP2OBSQx)j< z&P}t8C-{HH&;uZ9Vh3IL1>ljbwD?q>bDzwDA-h`uOLrKhAi-is2-LFOy^{1o1>c;d zWZ<zW5Y|2f5Sl*;x_`9y+M3TsC7=`>l|x?U#FW1VX?BnLsiJ3+YtuFivX3Hm#8$<6 z0P$J=UY$Fd-3zO#?E(QIJAGl{L~RJ!-mJ9ee=l#vNk{RbygO(es+>GYZ)mopAu*b? z58<|p7dBf*v?R}PsDb#56d(ZT-boNq0-cWzDL%fF0X-yo8SINJ-lO7omKpgc^#u)M z#5xfvM*ydgJGmg?&d_LV&EB)GK8_@g`1=-#ENR$AvSg2;dg@^sR1wSB;*$Zt15bJ6 z+ZWW&wi(zv;vzlUaUs>;K0HA!b_&JI5JHnXU3>rDILPS;`*spnwjD#kmGnhChyb)T zX)re)la?A*SKIzo{IC2X2HRc#{!HB%dwL4Hm@Ht;7p>s*WxXdxs3Gko3=h=M@@qBC z>;P0ioZP0dOBwv8(9Oy^YcS@f>G}f({vidCEd^j9McwkqWir3UmRrYSQ#B)UD~Go# z?M-ns|5NGie<r=qnomvup#XSn+AW$s<;W-&bl=NQxkbWs*Jb~&q4%X-)WuBzFdP7N z0FVlw4!Hhka->IfHPV_$K-q8j!wC-Sp>Wh}(5N3QziB}B?J8|?vHktmeF~?$!?JLa z7`1di8dOQ)yCMEImy$r_wV}?XQ?`RZ|7QCgp0kzwI}-PAs!Af^a!X>`X7c3Mom#-Y zAZe?>UXdR;whP^{elValUU9Rq59kq$d3#r`r^u{T_ZeMv0Q5<KFC{A7w>qAuKC>w` zBG%X-n*IZ5P<lEYA(j~SY0pj~MgT^L^_UVsD|xul*%$F{w55rC@lujF7^=A0C0-x^ zgRHvIzSu4h4q%a^+>w=x$fXC72X{w%@>p(x&#Iq=HN=lY%@z3~K4UE{YlWwr?t!sa zHUv<*K7utxw`NrZrgC3drf?s9CE-N`nw^$Qt^|2=I?w~P3~pS4OAKt=I?+7l+7$95 z&QnofT*l<)5xR#iU$}cdpFb|oz*OQ_La%P@$-t^wz&186!G{~r3U05jv|$vG&!kYK zm;lmy$I<mvT!&4QEomHtIZjy|mycz>cCI`}PJlxrq{^RrxDiwaUx`;b-U_W9G-_W+ zMvO3pwp+lmChubQ42jzi;yQhrQPc0Up!cZL*TiYifa{3I_v_ag=K5UUh0O1dHTUac z#IKDhv<4Cfa$DZ3hlF;-7R<E1fD6LF6u!Zkh03gUxR2wx%tS3S7#L_0Y1^25vdELu z!)k4b^_$P11mi!)hr+@g+XK}pdt&SGNcpM9h1B_RU2zpCK|NbwWusd%i8B;zgEUo7 zTspKjk}gL>3!sKSMZ0t6bF57Qi(B&QZU=SiL;WIKX!&vcV)9@Tpg6!qbvwKJW7?E= zY_zx)Ko$Ce<anTkz+|TGNe3lGrSHJSY?p?`9IyBAkB!!n<eJj=67><0a+~GN<I70& zcYs(uVU0FWp{s^#O_l7s*?9e)@Kk{UxedkqGLNl2hS2S%@ONT0X?rHixi09|KOkM? zfK1JVSz8}SXwvMYL8Qnr>mDOS9qn^gqfzPpr#%+{H$6)~=SRi%`vKr|wQ{4<dP(cY zGnousUG&^{6<pf=%4L~y*xjwdzPzSN|EP|Y2uYPoC{a<U8L9F?H2JJA^QxZ4`KgUK zkKG@TRxhgCml@spUup9un~{}n|ABN`n*<Dgy>uK`8X}_f{}f)f-Y^>b`u@YocTU6V zxS-K)p(Vx%$GCG0y*E3=qabm~d-)KnG%oDp;H;zw3<I~X5BOYr>xi_Tztia}w4ix5 zA;Jee<<U2Sg1Q~06D8;=fV)6`mpa_P<l}}U^s;_$BGVY(bRW8X<(x_#4(y%{F(P1W z%PcGDVlg#Z)ZevC=MA+n#f2Z04!iGV)3)PlGG8CQchkfn2PWFhe+;#Uwb$>P&bGZ9 z37V@2nzQAIX#{?x2VVG*sFW@Ct#!Cl&{b1+bPtct4qcU^@HOd)(%bU4>*9U}9%`lP zgCBNQTH?q)5oz^+%qWqNH8qvf7lTc{6q*k3?B4C~6o_fibq)qAZb5z?o9mS@x_kJ6 zXMe&?7H<vJ^-+?y5t{k&Bli<Tkd$iwsg<GHu=ZvzuSDiO6|V(_D%%a?L_|Nu;K~qu zRm~J>8e09CQUJRH)Ey>1ale~1Ng;v87D$Fy0o&NY`Yr2VAk59f{fp61!=y4vbS>jO zVuue)7%UU)1JOx|0c2<^0GA0PGFwLn6~9!FdZYwx;n-Vlbyr6BRy<@dxj*3Y^FDm> zx{HzEykmc*mf?S)zvAx{%-2ARYW~T%1R{tC`bI@=bDzBZ!6+mj6V9G2*l;jnvjLe2 zcd9~92?tV9g9R%@U7BJEkx{RNf69;2d`&J{>vi}vXH9PuJ|C&^_@+V*#AyeXgqMr$ zZq~Pwcpp2-2R7&AR_b65K*t}Xd-=({J~GsMSW%Xuz=6V&{#!9t%Q@6s6!-!hO2R92 zL<P(L%Qw+FZry05+ZlCofrJ{xxEwJtZ{Q6sm?UyUFsZRVJji=yh;#dnp>{1of8BmV z|2wth96GyShRuE_SKySNYprwTde-|CK<N$Id*7Od)341K&I%3^TC~>w=sw~j+K5sM z7Fk!@Ap?jJpM>AE5D1{k{(`=q88Yuy|IGjHoM%Dv)iKaoIMaZt*8{XZ@2B-SyB~kn zhqt6=`X{L2DBLc+6&wm0fR9Iuqui<~KQhFI-zov#<r^-iojTMyEu)c1wB@m0l|;8> zA?~4j%fd|xgBmvXglIRmq4*}?cW{4;^d?7-bPfP;q%E%~m>S(ZCcm?s<JTYX8Iu^Q zbY#j)xB2jQe$qScAz_*Q?(79U^R--J($HpBoJ9ArqL;t>mv#6UX~0>r3?`}Z&Lp+C zF)P<N4?U7{fcJH0aUD8x?SFr>cTB>)*2d+D5Z7+*<SJAS^BF;Q9?{SVl5)MTqP+L` zwOv)8x#@%pg;As4i4SbM<0L&gxPjRrJ73qiEuz}TLSRwZTRg`9A&{PJZNCBbT%pSS znvRbSEsw>Hs|9KTZVg3U8PT8xLMJ4M2b(y|Q8ZVJ%ZcD)>EAY%jJk70B~f$ClW;46 zwW>ti&vk8kr&O2RW}AyeN(t8QI>wV=Gg({Tf8eG$wB3igGLfiQ>VXhtRUsrNgSb^j z9OD@yq_t?WqhB+p<Jw1uTMr7G;&ME-X?;)73Cf;=KMk0OFpUs`m!3ky*31nf*S4tL ztbS7Ed1u^ORC&wW(cPo4;CwpoIB>eJT<=~a?*k8J-wNlcLHLrAd5%UpABhQ3@$@D2 z_xln~Civ>vP-r!JJ!oj@5SWe`OJ=<-w`HR^ikIj_%%qwW%CvNfHl|HK#7`T-p_j-B zS_rQ}0{7#2Bc3v<xa0ggtq2I0lRk9sd-p1!VzwI6Q!1CZN{CR!I8Lo=nlh`m7x9Ef zt%x9$G3tKT`lKjNni4sk@o=A-0-*@CI&4Tf&d8<H`iOw56WCJ7BWnt1)-@r_HsH-_ z_VJetKe8B~Q|mt&m@hpf670wJt48~QP<g#Em(bcToj(I3!6>r4)q{a<tEO5^;E$8p z<!u4t5wHJ|<t!uWPgU}hn;g0Yu>n>m)ah}pwb$rlNr_$Q<$jM*zdQf6_!M{!qh34v zXtB7v4B|XlMhV(aDuM1C#xSjhQ~vHH*_B-mAd`;m;9t#<67Yd_<t91sNQms$#c+XH ztRIznrY`^US{|3*dWeO6iXh(|-36uxdk3vxWEjWzZWaz*pn2B+gi5<kb5eZU^q%ZI z@TUH~JRvDMDnQ2_ADOfm*WDcZ3D=u+2nH{qPv_GjLNcY$znf8Qj|PRN#|c|`Uek1$ zTM;Fm3?tkz-6&uCfv4s^hEI1=@@PNq`VvekwChrK6mA9jORT0#aF$c_S%JwNyeSRv z-*z8D=v|2v!y02H&5Fr8J8RmYRiz{veQHPOwVuVvLay<GcoH*eF#)igpa<e0Ttk?4 z#~a$NqiJujj_$P@5;C9)gkYHcQt<sQ^J*EGa!8CEIiY}cgmABPThgoZ2`Zo(pw+s| z2zMlfww3V>edS~%`sA&e!WbQ}uLWVh01@$inJOF8$Dj4UriB;ji5X!S?HqAWsQZR# z;$noykmDi{vm~hfW~krZS|m8t!CK;iPv_D_KJLc>5XlK`A+Hp*0~W;4vAs)|t&kYK z{-?5v$QZlqRo6;BixqJ+8~&s>Hs!jZB{Vh7y9L%a3w+2#W%W9|iBq<ETG<r87irLF z7?<mH&d@di!skTm<%{SEnN~TLe661*dpEhmKrO+z<_xNQQlo(Usc}uM!UI<=V*+g1 zgp5JXtA+jghf0`fAjU(t#a_sLDq;GoKA8!sL7b673QPIEhUncpPGH_^*)7!!<lX8e zsQ-HhUxpne>jW*=k6!Khz3~0(Vi#(G<}mN9cv*K~vBJB#)K7c%cl3!(eub=od;Wn< z@-y3a>xw_Z+;F0ySBth!&pJFmVred%(1`@ov93kp5vbE)B~V8=r0x?##va>UH&a=q z>&V*anjU|#nb*&)F|UgzEKCDnM_^<s7JQ_fb{Ft^&g^e2e+9-{1veb@N=K&1T5cOP zeMvP%eO{HBS#W4i)@n*|_1EogA`}IPO)H%!2CBLn2@@Ibihm#$8*_f4vz~lx3fao) z{|I^Fo(a6y@P99)pux1zo)9}?lTa&!1@H@nz21uQMu1aXO?HH(0BlvpzWtJFwZ~2U z;JWYJkF9?;OG7XX?O{nw{&hi>cZT)}?Qj^QU)!q%R8a81{KrZAiF7RK<Pr0e(dkkf zOGs$FEWHWd8?rvpMXjsj_Im(W2-y1DZ;<6T=f%7>=8GoV*`_9MrL@KDh3gtled(-n zXtb&5ZL92ispo$!ZSN+x3%&$N@U9{yE7$ab#ugl?bB5-%SWPrxylZxQzO=q}v3&He z49BwG&`SSf-%A)(oh_*u#GUp}7XGR+d%6XCN8TZwS$)H?JRo;j`OmQ}3#ZSXTeM~4 zwM^VwbZk%H)8EdKtfcSDwFVbhzY+n?@&>?wVCr$B{JC$?nIKc-STdQ~otbwAQRD3` z2Af$kn>M?YK=WYuOb<0o<F>!n-F@(Q1^`sv&!l<u`dlA|v4GNTF08w`(Qpo8e1PCN z;a9iA7SI&Y$7Rno3!{cLKazJCZG0~VOMIugD&I>1gy&vKl8ojgUoaSt0OI!8!~nF` zbYfLdCs>n~8?R;`Q(}>)?&)En4@lM=UW-I)r~KYBcyM(`w4!&%>%EqjQWF~P71G)# z^mr2}afbSrZt;5g&wRoz?I#gU(T7ks`~3tR`tR6bdCf#ep@#Sh&ZJ!TwQ6CXO7CfN zJjEb~a6<tng7$>&ZJMqrig?LbJJv~+-%Ss*u%TN8>Z5xN4Tb#>VGg73-=OOHUVed5 z3mpToS!_YC8!T)TZK`jyyjcoIr@~McBy<@yIUC+T##}S&vz<RdA9&GJ;L4^-+4)g` z!(^vBrs29Ic_#(3@_6BT)f1dptMy8BHq3i*uXXE%8}LZ9EelwZJp9Q1B!5CDK=IH* z(%?<pFm4hM__!`ufNSc<NbwTYy&!wf41B#(Pij6h*TnKhL9cv$V1<Z+2~wk1Bn6U! zb6-Be%Z?A87tSi&i>sgImNO`Uah6xo6)Go;94pvkCzoGvrB^^%$?k0!_VLNHQkxb- zfBN84i$VcTBq?C!%{C5JZ|z_oACQ?#v6fr)t!S$5cKu!P;!_y+BJ6MJ6EXFB%Eu+= z3?3BtRU~rT<FJ8qlih8uV!MeOB#*EUXJD(U$GhCoAfQrveXwzsm%WiCSPNE8L-sNc z6WfkuNpx~$UeQ^65c(j*u5TH*AP}Ch-u;;~ME9i=d&Qsn=+r%cD`U)T{TeWyVO!aS z9jleZ3{JM|{Hgx3E@zEF^m{t=Fc;q=q^&XPn1&?1!ychMSzPQy);qPK94Of-YRsc= z^852?dB7p;;vZxq?%f-eK1FmUP5jSF8o1LFgC<L7+9*Td;C-2H$t;V4K6T5E2<fIm zVY3$O?@Y&Fw~h9AO${kN!-)_3egCu)Grmzg>g1ri%fCWBh9*4<q{*(O?tJ8w&HK*u zsn(`&6`^{_s(1-fx+V$UZ#o-9{xRyVQY~z|)Hm*sKiC8WDTJ2VRNbTZ0^fk1fFJwA zP(%9OEh$yZDteXYC;Jh}jVGG>K<2j>Xnix>|8K*7a{#?7#Of=NCv=B5z3~X>@zJnh z!w$kTL9tJrVrP^uFnX|DCz`N_VD;Wh{<bGn(}Ws!%Z{u%^n?mda!<Oxc7&%*K7&;A z#@sjn9+_6EDVgX|y5Iu2?6rU-N~|)sn=l8rA<>IZ@OuwFO>Ki}slD41y|rW$Hfv%b zW9l5GxFM2zK0~>AWd#?@etSk0X2iE(?6pvQY|`{PXW<)UJ-7|aD-^VHpw8PG_(k$a zDUVtuyekcy3k-I5Y{y-@s1;kCiiZfNPZVCiOzBab*D>dkgwcY7_*t+=MYKS<ABHQ} zc&!G2x3N!UvaV|E+}h$}>|+U2-4R%shweIKNzUm#?|vwtK??Hz#P{eiV24F4ri=rk z0|52-gK{qo=o!dXIqmYnz#(F-Qjcqls}p_fdl5I(?Uq^gaK~d=Kc_!6UzX+YCC8tD z^(^JTc3Iuwt&aPekxsA8_x~RG2TPBurmrXK-RqxSs#Wae;g&W8NEQ2Xzqdlp4QXdi z@O`@5l&c6R5+PPQtNlq3um!fZ5n#=sf`*~s$CC1m-N?`4RY!5O1K{u((+__nxuTa8 zna$`sN)#UW8W8u&9TTcNrUWR*)5|NIKZT8c)8r0K8=6hR0I?S?5bfR_Z0<}Mq0Pi< zS2DbwJCA6diiuH2!9P7t4<Po~hlnziU7kgI&HWXzg6Vs?T!{`!?;^jUw!Nrg<?SKB zFi-i&|8Dvwnl3r;)sDb`sJOv_FP6K1$Bpy8c5WX~S<VwrO>4&y{<~o`jds7j|0Q+& zA@o<r4IsTBsHkIjvKB!AL<Oy|LhwOWeuhL#50|SKqhmy;bVTNuB#N!apxy{SY!5LU z7mLJBJx!+32dORZNhofeXI<5m#xpQA*oOS9!|Uu2nIig8$8X;gy9iSS1DAf>s2_N- z#r#kyYfegNF;6Jum}4u8geDZ#?g5THy_~4w`_R7LX*zeG;y(KErf0yU$bORT_!6wB zSTeo+$i7=94IQ=5I5L?n1{%KRZndItU^bXgunp(~8$-4IPIRvpI+n$s<y(}-H{-Ve zcZK6Py|RdJD`V%C_Ak4ZmD9d&zZCn<dW!?|-yKV!C8)lcL@DZ|{bFnE)~*qaE8TG_ zJ*N*x+>w-RXjx{28~n^4oIKghX^!xpEy>IZeM@;=ZvDs-g8X@sc*N6l*(bSbb<=df zuw3KwVP>=dJ}RNt0XwLF!za1B@tdA#n9MXJoMp~>Lo&u+3~Sq%(gl?V5j}WF(jKpA ziaU0WU4ssu8<!PxHby||E!}|M^uaoKq9TIO?8)dWA-6pWAvk)h<_Y+;+l;rFQ0lm+ zW>ba}i>Ivu<r}rQ4JU5r6M^uhtS=s;M~~DSCAB;9yp?d=C&Rf0Vy#6ls;s-I@;qYl zZ>YV6%o7or(~a5LNi*KHso0mCJx8)lr2jfRH#W>NpbEH`od<JQP9*=1UQe>z|ETfj z1>p`wrX_jV;ClWJq?*bzOUfm2^JwPs*h<dnSvJS&CP<{42LZORHfv?O(CWzplE<^- z$G+8Tu3mP>#2kj>FDaJtg3AiZA(8OUTl)L+$0mfrYl$rPWNY_($RjDrrqfzaQP=T6 z`Hb%zLZsP=jG|xgn=`?&xMNmo^}sG=n~QKjL%Mr?d|G5bt$<qRfz^P7ypot|N!<%p z*4POos!{4fy#GuM`Y4%T7#{l$OQEJBObv20hf4||CB90ZF6#190kVixN{LvHI&aUp z(ED&=TSa$We8lQM(7-?AgJfs`U@dbrZHU!$H&mb78g6*2wFunWHCm))*Ux%YYs6NT z+{vIb@_x;IAmL@p#{7pt5(2Jr00oMT5U|Z9%&|!X*b)S>;6~i@N$4iIq-A?)7cUrO zMSHF|0u^M1VJrRc!`ap7@$nexOyHd7*ff~sV=0~azjk8;0MUnrr4b{+3>wsaLvxKC zAENCSB;|eF4AMsWV46T$D|`nQ`AsYmqE<JH(rZQcl7XYK`ovN2*g*ktQp4Xz(Qnn> zUp*_kUPNl*xkQZ&zH;fXssC3<Eqxqab=dZpt2f(HS%uFqH&J=uzDl8<oERg5+y5ra zlRsSZWv^;~o@!so&+Vr9gvrf?6Nd~a<c*kq+Khooz_yaX?j@Cv5ZIq5(Mt*;-$DK9 zl4PcYRxeg7P|P2zu0p<b{8?l?#Bh5<^0-#T;B5ysh~wEY-}|*XuIbwr48`rwkF&1^ zx;0(gmJRtf`>giTxQEWaTvCBiXHTNFYZN-^!3t!snQLpdU;7)HM@Oj7X~Wm`iprS< zKdLeFC&*g?2MYAL^L|Vd;^?i7)xZDLzXS7cKlCkcbZjgj9eUOryx?*H-m;f~{IqXY zFkj)gZvWc(r1!dFOwl{=H@)5UZp*K_{;1_UCGkOMjdXJY0*bh!2gm?JY%Qj1|8hx) zjsn6ht#X6PFF1X%Te_Gb<)M_F`v&MaCt(j~X|5zZS1Y+8$_&tqQbNYuXTUx!`67Zw zuGoL=zZeV7s!Q+Q$1S+Dt^)*v-y)KLF;ze6aaa^!f}JWEb4wT_t32#Swj=Is<M7;5 zwmJG&djwh(ah8-8!-d2tsU*1DQPP2+%7L$GJTRs9zF+eNHeQP${S!wtPcOdh`dQ@; ziO0d8sv=^tTOiv=1YC-gf|hXyGiAMwsKZm?u)n5|hC@?9gCyhBhLmG{!-wvT%R!x* z8r#$7eEqf``fcS15b?Ui2VCfXPpS90`WECIjNWwD%?XP<t>PmNQ_$UN5f9W!6z0*s zR^RF)-)D#3oX5p@E*U=|&Lw@UCWXa_;?^Sd2aiZ;p>(JvwMV5$wruScBI2`T<h$sv z66AlAs15R<sCc4}J_-OJs-#eUn27RZiEbT}`X@Gw?^625!dSdd9R&A|)OxE1v=w2P zFMQey73+N_=JkTd>4ea;k<-f`rE+HXpuY9D#i@YFo3RNPCjd}l>?U^6pimYROj!SS zjv>gg5<PCmKD%f@;XDu|uO(4P14mg&!~TG?@JA_BqDUp&twR`s1ue)ItWW9$*mb;g zB2*~O57p*I?1%tgBqJDJ=FKD?j>fHOEw;!<e{UFtukow5`HClQ-)Yy~R$c&Y{vP~& z9YZ`R7QO)l&GIL)%-qy+2m%a+G1(B|Bsq=Ln}hKPe!qQo9b8UtV~$Lu<*4l2R>%C$ z`6grQg9DG}idDwzz~vfBYhl_TCBtm>gf@QDX@DpMLsdkOwb-7xL0x$wYSQ|wJt5r& ziP@$=rcnfNReD&b+#}oL%o8Dv+`!*(k~9@VY(#x<OCb0Gg?o^?a0&Ld=Et+*!dF_g ztQ5tw6^MH$Cs#2cZ(LWIZ<6{M?I&@Y#A4#2Ui8&0a^<>a?O07W`=~534x9C`EU31J zP<*#g<Z0pxN>c=$B#QG5uVG#FB^6BSzZAcgk-uTLw&@TLg3xHZDxTNWQ}azA|H$ZB zZ-`j<i`^;QQ^GRl)7sfggtcWc$FemjaTJ1IDnMvqAkEI%7O-nipJoIOps9=BDHrtL zBbZ{a{4<eW%nz$}Pf-ExbfLBMyyhO?k5;RBb}tCwY-FJLyE-M+8VeXX+7w<(y}u&w zHlQxV8O6(|$$yFV2AZrk&g`HwmDe{fjFk~?Q_-%Iw=i@%y1xC?IFyM|Hk5K1?#c{l zak!sx&p*l89nX=}rCF*4iEdu~`aA&UPDFUpl=oV?`2k}Gp#<faC2UeTQ?Ocxbm$$7 z1j_wU;ghhf<LBP#LL^bS@|^32j#=;TXY?IblSKiu=`-oL!s&-=lYlyi3!X}Ir35vs z3acpNzkCUDKnLfq^RhkWHs+Egw=UhF+*ciwAKMDK(t?%iZPM!rX}+W+&~RnhFTjm1 zhe_-6^ye&Ef`l77g0lwH34~jTdG8#o1Ehfq%VIL<rj$9p@;Im+3f6!b;j9PD=aE^i z{5x?ICg{g1n)OJaA8Qg1!E*p;@yLl<MM5t>%1Xl!Cn}EG-!r^tuw$Uno)%`X@8T>u z>|KB_k(|KgVtL?By(H+)aMv`uOL7XPQ`E4i0S?CcJao9<>Z0d3HRQkcQRU$0mk(t1 z!#oRry4}W!Kx!5~*Fd~gvS<BgU;8J5(!`G5dIWAMO^SXAGa@ENk&O1<e`S?V-M&LO zlGqvy$9-vRqk2MdhA*u~I&6k(w;5XW8CO<;C(EzbnsY13g$-F3WwnW0RnyD}vggRJ zk}!KPw;fW+?X9))`^B$=)Lq`_)P>_ah`xT3s|A-33=GI;DE$dyNU|i8fA?xA192<m z#OXiR$m-6I9}qqeW4C+i4!b#k9)eS48Nk8@J)^a+8>P8#>V~!DyQEX63=)s|_E%Ft z6nOsx^hB-*4PXNPcW1SazWqlm<WPSkBEO0{a~QVadF#vSo=~K7)&11X{NV;Xmx?!& zTZL6uN_9d-WuqN}N{}PjF%w3xu~~h{I=?!=#_!`2{@*Dw+=lBSEQ7+H<dY7+o&TAp z0F@oaZVWSIvfORFjNQFLYnCc&+xg(TA?xM+h{et?{Z(T#FE(M4KO@2P){P=9h`$~{ z6zUl_S>pI*lK<i+%M6;VI|g5wmUQ5apl%dnJZJ4nE%R63N?Cy0qvDF@j)0FQ^Q0~6 zN<>;N{i<kPlG$L%L@&y0&}5)pr~HGZwEHDDf_1};k$)C72Z_8<d)||kob5-$bg)dR z(tKFbvzgOl8`{KGi&Pc;VCzBywHM7QspF5l7K_UT>b`vR=#uhSrYqvo=07@6r*Duh z)Ci5gy^Ys+_1*h&*g(CjiPZ5o(4loi>XZOBnimx<9c&w|e=S68kX1z~`2X;P+>(&t z*6qQbC2!7zAkO%-CLWKqbT4K~RGA?9cJ<gAZqV%DIA!$Fa)Raf)`4BZYD$fTk|G?~ z^+k&4KR=W?gEyfI7V{t4>mHe(ie8QIXM#2s`RS@-d&@$Imzxroo@D|gS&pMS?5GKe zZ*92xn_miqR-_B6gk1c&R;Fu-ru2?!mMUv4PXJ)_w2!THM|x_f=)Q9ld>mV*nR=v% z=hS5{PyHIIxGz>f^+hYKc<j9FFZL;#ZSmah_TbLt3s&|ms|Lb~Mt2*gEV=a#_eJ;K zPb1MNXn{?u8&24zBL4k5(mknk_z&?R=h++qpB5bY3&)cxs0D20z8>1O=P03}tv!-f zD@!pq@S?W?^qI3j3d>~6<Q*&hhSq70%%U*h0wV!d@U>gt$;;7ZZwZcE!RWUO3EgHo zc?*}aTE+$p(qn!iAV8?mwG7d&9VDUfvi7wU(Au;9;p=e#r;dZFQxwNMp6jjLkn-}2 zL(il+YH~kRq<Y4U9km{`bHWKSMK+6m%CHqT|3JBL8doDj(BNH+Wqao$4NYw!j$GOZ z5<MJ!<o`?>+dI#GKZ%$NRG&&?6rO`QztP<q8|${)L(fDQQdVG1ekqHtaN7hq0=vI? z%p@~`qaFRbEaAe;vl9hm;hcIJ$X9Und3)0$BJB)kTT7ngLe%f;zOh*2Az0LSYrI6n zWsg8IE9!W39)Xgh{I<~huTy)$kUiSGKDkez^kksG+<dXiVa{hqG;2;jYeB}?QRd=2 z_Uv}&>4V=QA+J3gyO5WJ2U7PiIBtVQ1LP0-@%H9ouf)Y%Ud}10^E7uw#vMSTlbG-J z#7<9$m54Y>-TQQ|P*e$D(<~J3Q9x6}EjV*&rf7M=cXzCGxSs@2^*-l6G;P1vl7f^F z53S>S4`d2K+oh`kk$KCgEZUHopQUd?Pu>%Or_z7t#8z2ys+2^KO+OZ?M%dz>PXv9_ zgs@(nNYf({#)@MMKD)l#w;6r?4t3i=pLSz$;72Ro3urCi?tPWJN-@``NLAz)*#Sok zlM$bMbe4(rX1rB_`*}T+1=((Ri&QB%Jvz#i>*BUMzDkzfu~hW*9B^uIHKDwAB29Vm zQ@v;9>}@DPKK98fJwo(2!0_BSsF$pBm|w$hr9F@v^=|Lzd?dqj>>#bSAm#=8D$8$u zsJNn%s+XMpl4JPchbu9O=j~ODzg|*JHjWbb2e<se;?BSa%ilk*$$W?x;JN)M;WG5n z<;*&hGk5;BP>{Y8{!;0bH;>nuSC^tHot3Ve%@5Izkz`}I6|0$io6=5Y%rcPlWm<WL zOM-t;SGdC!8Z;*0he;)<Fj8#BIR@gyqlKxitmkh@66aIHDj9Qi7v#T4wloHrodz3M z81S*hn%8ha-g@y%6VCqWe6~;{^bBvkTq&925iib{!ktY@`x{eaEL3R4sURi3;(|d1 z{-rY^WteFcy?0)fab^6c<_32KNDPAkg*{GdK8*NK)>Ith)-|;4Hlaz&$-8~YerD%f zw8K<~NXt?Gx=jh2b6IM^z>=^751+fpPG*0Ts~P2|?3Tr)_0cOEb-Rj33fSSZOFHEA zCgv-WOo~_UB+Pk*#MYG6noe>>@E>a9+7B+bu%45mr5c%TOP^IYBKz;lO1=(#NU7aG zMDc|O%Fz80TPjYg>&;o~wV{67Jj*_Zc2bd#1Zs>=-Yd^|>04kZDk;+JNm^ihgH~Ei z5s#WjJ8X>TbR(iYUuCS9SfLpQ6CBd^ij1$4(B%fSDN5PG;I(A&bV`)mLB`Yy?xYQ# zzOsJ-^%Y2@NrX!(=;XCFlfA2{N*s}E6Nd|SGd*#b==q~)d_mfV$&esS!8hFal73{| z@-?&I)Nbv!G%KZGzlV4Pv!Rze`|iG22J`51`1Gf>v{N!eIhi=ZA1~aeH(llkw4l5d zQkCZIUW57LqPla$w8hxi!(_uAl6jU^yp9KMMc)-rZIC*wy40%3Ol(}xY`g*yOCVGV z)fiI-6D;j{*qI`_t^AQu0*4;YlQTal*8dkLQvQ`%dX;ATX1Kp^`_9wK?6zg&S=;y_ zp(`xt683o@u;5pVL{g9m5&RMH>q}g{<MB`QWVg(38r-<DD>HaKq_08h7D#eok5oF@ z$dr0YLoPK6jqi~TUP<DTXVTZF{;S7}Yrb}WDocOEMm<+e{oWxk5jp+4jcS%Uak?lh zGTX1e8g&7KHto16>6)MJJGml_OnX|btFJee=33hl*r5r=G;2iO7Y$#5BWW4OrJx^@ z=9JHbm-s$o*S(qEW4zSPGpU>@zS_=2$n0zX&83qK9FlTAyQ+ju<2BNpAd`1`e<UDo zoZVgUa5GLr$s}t*DZ4d2CP~JiLU;~J?(bd*{CrTkFT*k3Yml_(rJ^tmGJr*?^g4>~ zOUG%r@;A5Vt2ZKDXF`zKerOM>#mO)?{;G9$3fQEwxW(=9CqK2*nT4(CA(qWPRB)2| zBW-!ye{ek+yk(=ifx<@pP?4nH05eS>?$|@gZ1LuvNh*ZwG7V~kDD0;nVp~0q3Ljy* zX9QbhQhqOO8AJx{>MyLf{DKw?Jqx%O>Hg)t6G)97k*V5wt4_$PVCc}4o|s^F+WvK@ zCxy?&!Ai@4?<7HLJ%i!Vujg16Uc}plx^3ZZ1V-@ZMO|*GN4BX23oKX7yaWd<M6!kK zX&lwXwk=pb+TrxyhCW>tFtAOW9lD@pVmWnuL8Ks-kYff`drho3qpL(&y0g?EY)IqX zZ#_SwbY~0{j6c2fR9xfu?9x*u1K*nl9mjH6gw%W9OZst0+;IuArn9`tnsb4c7FuXB zGEZVhCQO@hUm+v@OLITSEcDD;ZtISK1<Y)_%rvinagPc{Sb6>4NK31oisv<&wTq|^ zi&&h=@k@Hc#r&B~n#-A?=txQ^NWGI?eeOss*iC5r<S8a%>4zGD#Msr&ZxW0Wqh&25 zu>`f8Cdnw#aA(}0g9GlY^<d>iVS#q3s5C}H5~E2mcy@4j!F}+*Sn3(cVu>kD={(p9 z5sA^N!her1&)TYsS69HkipJrW28}n`J_|=33HUu4OY43dCO8z0wQZGa+jpLG3>!11 z+zUm9-L=wVCe`;0o_jByLEBPD=MJ)K>hlI-F`nc(g8VdmqljKkA%3Gme*INPccx{+ zx@S2WRpu<6ZNsg9w)D?yt56|D>hnrMg{~e8QVE=o{Yz_L)LGFSH86f<s(6&_pQn~c z-H)D=4mYuxsm&@1t{8Z-G}}&l3$QUc3y0>DN`eZhV6=Aff$~`A<emh7h=`XO4H?ma zV`n+!&sa{08*v%jN=@?&P2=^7el<KDr$3v*oR0O^6|(Q7$wS}o^^G_`^5azHhbe^E zL%JKWiQG|V4|C(H3Q{Z!P21E9vIDPcz%SOhy`<*6;<C6S=<x&67GG&OCkzDDEXHpy zU6o9tr1XRvrnwQidXtx;yJ8AI(3d1)wx6)2lTS|NeRA_?*+j)z?HZRI&81OHKolbo z)i^Ec!+6A7+pxvl?>o^PDD#gF1^<yfwoh2M9dyr}P}p>9j9AsnIyIeHZm*}CaMYV7 z5s>BY(jc^Jh0q4}Jkt{7)B1e9dNAk#Xk#wRF8@NblBF+-@96EIPju`s<K|XHVH^EQ zUFdT%bGlXkmSMQZeUW`kkG{Q#q({3LdT;5wRG}@8mMl4ZB3bWFU?%9OY7v>0AyacV z5UM19_jQ9xC?awzHzi7DBdQ+@tuf{jRH1cihX@W8z$0aruUb8JoA%-vbR3dFB()2o zK@lD*kcSWQo1TR~`?kghbM6j?(PtyGrcGf@j+8##Ng$s$40yuRkbYkHMW58jg#6NL z8~1Xt#0c&1>v(=bkt8!-KN<$wv|g!7X?O&O0LF>r$|LYtPyV2$d<Nl~PgrvQ|1P5y z)e9>lb+^(zerH$yq4}U?jM&&;w_w{drKr)I0S6DVmBUxMorHYkQU))YNf#EXKWb^^ z!!RbDOh(d0mzvH+mfzCwt)-dRG}M2MN6i{FMo7y{y+K#?jb}c861~{T**BxJaWsXq zsfZ-xEsdhMqLrA5?nWy@(p@Egek(1(&S5-7PrNQtbB53$X>$7dN$NfXx(<5dkZdB^ z3*+=kXzJlLPgzlm)C(D@=W(^g;YsKjCIggEaxR#1@@H78`Ekp3oe?Tz-4>yJH)t1< zM4RP%=F~X6D%otmUNR&4c!%l~$!Ab6V^G6(LW_MqGwDAX);24@foNC@6(B$9$3nUU zZ!WiL-X@67)vPThftP6HbkOe$Z8&ICqr1Bhv%Fxy%uuu8tBdkN=da@)5BBMcG-hYF zNdmLt^!Tg2#oaMowBHn4FZ0tP^-Lk7F`(%cqUIAplb6kZX)k4ZJnZ0A6Pwj*?WFAg z=~a87N-G$L;p%3YC!CSMAcD1-j1GOb{}6XkO`cE2e_PJ{2RO-<K6tKMGFk22pbsu5 zS}MfUDo^xKerYQl|7_iM1p5G~%TbWHo&9}b=<{?sK1NwblAM^~>Y+bU1Wd$&V3I%- zmbeF{lIZ93RBz#rc4$$$5KRECv@hHJNWHg7YSldp{$}_tvty)S$UITI-0;51TcF+C z*QL|#XpV#<5>+w}4k_i$#S8wAqSkM{koxI#gZ^NYJ2W~pbJ{d*XKH1u0Gig_&WMlP zJ=M62*r6hb+wFZj?#KPJ&wZkIX7vveBGNm}q6t<ZkM_J}s3?xZNH&kUH(JZfH`p8f z|5GwxfS|dn$MEY%4lgaT&dgHI=7C-x_H*nD$)LK$sd9L^UWfdWjeklDmt^Q(z<;k9 z>?N9F5wL3TlE7soUvw*|@Zw(WZ)>h4BC{)+*pbTI^5725_fP#Lbhw#<8Zz5c*brF( z1?fElr3D_Of}>XiG1g_za|~&NTzw4Gj>Hs?k2_({W03x&dmEX`)pWj<o|NkGGF9V( z`qJ6Fl&+=kX<F~XLQp>#`0kqgF7-Up_=2eK_Q@|CKPbHd7^T%DgkcvX5wTTAvIoNS zcFMpkU%2Bgq-lIgBnpCG8ShWgqmT7Y`y5Uw=5+z~X#ug?)%DZ8uhia;z1_5>5HYGt z;3qk-R2!*cik5i`%6&9P(5@yld7LdS9RTuF_F4MRN(;W#qjQfb%|&zE4zSSEZ;|y2 z?>?S&6Nrf4Tx<pI>Zaz5-^yO8)M#`z=>n>WXc8ivlNWF4iS5>@)9QIo5|l1`?HT8Y zm0sb|P<{B1j?Z+29dho##$&AnxT|5E(+PUv*T;Hr?0m&`MbM4q`gS3@eSXPJ6JVFA zgtXe`&%JO_41H{Iasgq%I3^Z9?a}J22(JD)O)@B{@9FXG`S*eYY{OXc2iTrZ3K0)} z;H6pdMwzTYTAp=~rt2QC?z($ePopyr{^bmZ%fa60@tUVY(8)s56%ZLn=mE<DnzbtK zcfI#|XQuVtBKeSf=+caiBTuiQY+26pX`zQ%%bCJ))*&o|BJ5zC=0y>Sgu>LhHUe*v zewRw@m2vCRv39jL;+}u0IHOLO>;}IeLlWa(-w(Gi78H*@#L+_ooT95iI!Mjl?=gND zPS!6GDK7}tw$G{OW}@D#k(j%6+cRb4d~QeUWMsY?bojQoJfsj)@;ED+PYAZj>WTP% zW9i`a`f`p|)?(?|z)Wh9Zj3TZvh^U0_+&M5iPix~jak<k_pYdJ-|E{g(5FN`G9jk$ zE0PY(-4ott1$0;U&L%OGj0P4fv!mYvD<$DHeG!oy_Q*?Rulsv8Vqj(P6DFIc3(3qB ziEzScX+*%{N}m3m+>Z-OcUZu!YUPm{12)=;zW`utc9g^blxp0bPE(xE3O)fAIP@LG zIPv$|F;IJCq*rB+Cl!NcKa0;sd`olm#4jiDJyw#hc_r+*mRR2dwVcd*>d=ibpPd{z z)$5pVib&q8J)_8K?2>6I?1Key9#(Jg^da-h9zgO#(U8^ZM0D2P4cPU{xPH%f!BZ7{ z`;_HJDimIN-(+@v1>Ui+=^zflSj&ui(`!Wh9n&`xckr4!zLS0x=s(m)up?_;NGL|S z4b`Un>2ltArGAj0ncj`PQeVTzt$a6A@PlCqPU9#`<REdi4J8_)dsa+eWF`m407>UT zuA+?pSX_lopMh4s>`;bnJlH@tn;btJrisgN8@@A7zWFkg+o(G3Ty&P=I_|rp^UB{( zH(?>g;*a)tj-k7dh1SZou{=FFj)Fg(4C<v;I>;(w86Ljk6xfy*PYPUu8;cJZ_tt<O zGvs>zO(7&d6QIm;g9U3oDZn1{Rkx~O`w0iAn9-7UH7y4n6kpy>bahqWTt>deUVcY< z)9OyfG>xxsH>;0<uBC@9?8Z&Uu}u#$iA`<?FAMq>trki*+c2C`wE{Ec2VqXeOPRux zH}D-_K+v`?irxat^M@<!GKPiO0{d>NJJQsw12E;AqnPf_j@T(S(@J|<mhw!NG@JR$ z>Zfko*K3sTgbSUK?EiTRA~OZUn&YJp6E+u<{9ON0<(o*#uQ+-yYu(?MbmVzSzO+zh zfs%M^-187GmZbjVQmMz2sm2?lDSXv-VK}A<88m!<!!mJkfl|8%ZrR*ZUJ%vIqYfoS zCaOX3S6bPhKs=(om<ie7BYxWZS82xJ;#W<M7&twyN^YwDrhF*GCOMiJANt<ZRlYPy zD{2fo<izV%UJ!QPNjq5_VKIH8qKXne)P9x!z^kI7c7{>gPd%&jxy21vPPCXtpPKqE zsEf@dR7qz#b&_#Uoh&M`mq|B-5P31PLrZE<Da(119PUO2o0T!ij_)u+1qIO=Y)Z85 zp(h)Wc5FTLbk7}TWyo=pZt~8EzTmnf<MS+bT_m~M;FdpK3;oNBxPv@+88?#VzjMg0 z6(Kdt62oU0<6+j>hJ{RO#EwJ|`Fm@r8T)6Org1**HW?kFq<+)*&)DoLb&?Dp<1$@_ zJ-qFum;2r6asHVnFC}lv7y4bku^(8Ig;#ftuP!8@*F%7NLIo|UQ92UgNyU6$7MiZG z-e$q9P>yA6#1>{7M#!Z(kI^9W@Jd5@_4$0>9*+hf!-%da6N=_~Oz>v4HT0n(vjrG_ zX<964dLqIU=2n>?67${;ci?xjTlZ#t-8NRkRT6NJt%}7-=<Ydp+{E{}h;O+?8SeTL z<r+x~;&n_x^z|XyFI6&6)}4ZuweNi`Ysr{qPdquVK7M@xJh+wb$ier^xZsJcL_}Nx zpE*>8-p+eT)(^<DU~c7WDQ3>S(sofGXNBFM3De-Poo==!@`6E912lrtZ4lya*uP%I zDHfVjPb{*~!Xn#%{%G?cbb8r8n@FPE`U+Y(*fDd2giEfp>#{R#^*8zkrLOkI{aBRZ z;Pz@Y?5UQ*jiFuzAf&Wad|)I$HjJn8cl0@Jc#=5$>`r|?aoO&X->t9fiHCh;*O2rH zJwgZ7!YH*2iY@q<pKP6T=aMGRgz{Y>nRCn8cVGW8Ii<q`S028bVr<fT<yY|=h8|x1 zEp~aQg(n~NZ}td8V(U)FDe6D_jzqceGVg8@DvpaOD7E+3;c-wci+;6LKN2H0LrDcc zT|D5a*-P@VJ>_D3X{*I8xxKnG$hBMD^+n-LBNNCiR9<jON<tH|r{U3MLP=<T(Si|y zd|!x}l8-wp=ktd7i^!rjvq+Z}#d|@~FWXpBJFsjM^>DbMYCU&k67&7C+VupN@GFZ` zx814H*}Ca?n^Nz<j<G847Sr`*p04G>_h_q)!1nFT(4Musd24lZhC}3K`4I3>fhQt9 z)N|i{S|q&JeO6%a_K+zpa=m-3b7*~d`8TJEYb9JHD8Y1IyrfNW|Eic&w%|(VG_|hi zlT~(+mQmyuC4T1i(B)tdhZ*2fYFYFwNW9H$*m=H!RPmPtAjf^UzuojSt^VCw9L;n8 z{>FSOM|og8A@`v~xzq~ih_6L<SI*S%Cvgz@`QYIZuTR(8wma^6WO=xx$k4V7A#r+U z<;qxlCHEANm+~VwE0Wof3KJx0FK!$e?n*~^z|J$o$*#_O+OJ$C<ut!=O-D?7JZk67 znN7vF8Clhxb((sW;+|&Jo)V1_*vXV@0$;Uv>41}EYH0B@K3*9<4<pLT*66vSH+Ix^ z<crgI82_5np{ZA^-G?^m1Tg~K<8Mh?LR!z3!TLiO-90*SWl(zme$v;geSaRhi@i!c zhI~J|Hhu&*VB9DgTyf=orOiBk5LCTrfHAV({my>$yWm+32U3B;)8vkn(TQXu?HxU^ zkMdh+8M;wKs-_ay+)s8yhFfCIw}mWiJ=&+Vf-U{O>&eWCp+dvj|I4r#tW44mrW$Y> zhMseQUxc3oWb21pdAQfS&-xt<;X13d#j)?O-HL^1^6$8tTA<mqCk2C3y2lv3KP+!K zEV;LAKTK{NTJFBM&iv11ny$%aU(v?9HdH$35POoC-7~Q_h=+=jE8Sx^T@yEOEna@z zXXTO(rhmN2(*i&xXoNtd!w@-+j4L#wd8cDtj{EzYhJK9Qy>t<n2fM-2<T`chB7i2) zb`~rPxs+CPS6@YwhhwPi4#tj5BWxrzS5j{22+0%L9ixsehvD244eo4QVC>`LR*l{| zd6B!`ie|$-@FIicWlCZ_Ft=Ja!sWaxA|eyp`9paTuj?P;X9w#SD8<5+A(vgKJ0sCf zTv!vUIfn)xs(6X|jUrU`aE;wM>y)Ve6G`sB{`!m9&Gy%`{6|xf50Y6@EY`ne6HWUF zQr`ZxH2V^}k=t^gUcLQBwE1_$s=}<#zWm;|e>2oS71;2bB}z|j9IqgdSkhr3jX9(} z9$7f9K0bsBovCKHs@(yD!NuNsuF?4l9TO*cEd6IJ>>eLJ{6)R;{K9;Q6Zwzy0SSrU zwou7&*a4;d6J5c`{I`^+uuUDBA}`W85E;NdeoN-xAjVu>Xa&!i@43fH8_AcCqb9h$ z{bbs<A~5*@{%15NVF~w4Wk#J#((`pVN5(fX3*X;gwRqQzA9yX+;oA5uYCFx~<&2+{ zlH!O-quI!em(9^VZQ7l)B2oW|IA+y4S#h&pOz{mOuYGztzRfxC_4~8#)*5w|vKX|< zdbICd9r|nNaP^<RG{zhw5)t!0GGU*!Ybu@CJxP{*X1ZaQm7nBn$bF3Yb}NYSa(q&Y z6`J7a)}V1cq-^>7%ZB+AT(3;TYmJxmN)kxvOUg@h9QRG}h7TW@WcRDa9OELO1>T?P zSCLlj$h>0tr$yo{*hb8`(<q)_9ADLgqi(%C)HG)MaSN}&^+U9;JzR-0#u4_c<?;D5 zhhG+bapqB5$)bO9Sec=qFIT<I*H5V%s3&jEwn1Sr*P-TiH&17MSs2tW{#N2(xAnBq z9{DiuBA8;z&GYbUhvBBned8R}!v6%TG}sl4DpsAI$K<P)8m<&h>^``#nQJW-#AWw` zM0YF3)CgSV!Bg8C{^o&Kn`QS#DSj$Tqz1icmd<SKCSGb(xMGPUr(AY8TN(WfeiP;> z307UD1{S{WZIxfhTeuwQ2u94IBQ3b3Uj`K(7QSWsxJgU}>uP_i4i!dhnFuOc8`SP8 zzcp^Xb1%BRRB8I+pRCmG!7E_vK-3QW$u38b!Qr5Z=##Sw)in;Li#tabe8<!jb{#o; zmA%Y9Iz|pHn^nu+^x))Hp3iv2kHt(K-@VWrzMWEIcs11^bSAZBd7<|AugUjCvaxTk zt@^!|hQ`wlb@z)+`QudCVwp|xFI~!yUR8g-78vP!zN|OtigF3E-u=sY3?fIFQLS|P zrPq+1p(IZ-Z-_ghNU$eqj9giM(ewOWOsXF@f6snQI)rWPqRh9t!7__m!nZjy%P6SF z^T+FH<|(?4U!HoCyWJjM^)DK9{*|GWUrH9+y<7WXq$#5#p#Mid92v*?MalKq<)ATE z%mo3|m@WB~{5vJZ192-Ao*QFuhTBa(^)pp6>uuThvaQT7*FJ`prC7VQg88sZF7LR^ zRe1Kb{w<S8xloqWicw<rKJOqS4#(w%pOrl<ZGpdek%b=)fLs@GWKsS(+P64&?r!2q zl_~VYeht3Y5H9>C=;p(7m7WhR-h8{}i|ZKeMtx?txwMfx5r$NhVoP{$?z5GV+V?&H zvRd@#*@JIm`%rcXDZJ_f8JE>7gkcN#*a&Rb-201_h{VTVgd#oD60aoz!ixIT>YQfi zQ>^#h-m086WkuuFW<k9p<_<rnfTG0N?1(2?Zmnyy3ALN=O1?CTN|l`Imn$ng`mZ*P z`s<b$LiGDH4d4Hkp8V-c&JW=E{9?R&#E&6#eL>b=4yjiPeU3uxlq){S_it=)iT|{a z+LJM_9RA?nz!m2J%*%^j4PmjWz7IZs<KM%_|D%GP__`%6B;dJA<IOYt=R?S__N^1` zvlmM4I?T>~>bOF!>3*Si(MrNYr9b)e++9-tk;f_ir+wV14b>&j2c@YVW7jV}y+F`p ze_~Usu<JHx_T=K-*>C8`to#4`xn4S9U=%x4a?a*BRP~z34ClqLN3zakmkbDUGG<qI z-6KznMEgl_#ZjcYe$%$k@<pg}<s2uoS`w4DA6F1+zV-i!x~dRvntiDyEr2*^)YFcU z3UB>x`j6IPt6A~8S3lPcOQb+=gV!)NPwa18kV1WDrK`#P9{@i<z`vm+r-yr5mIOHw z@e|j1NZ>UoHn8s}q9MfH<?{_9wAOW6Ur8b2+@=<(RUSlqULlYpvzmw-VbA;NtB9yl zN*}u?NyPY4f%fou0s<71<{U-{=wA}RQhiDQ(ItCwx`cqE1Br20;|WNaFF)YBnSh82 z(I$hn1js-79r0P20OMT$if42J?(T5^RmMdCiTCC|>s}%Jnyh?a*eV3+gcD?yDj^hz zo9$Z26GG?7H5nHV3L)G%<9)~`A^g9}e2@9R=b?8~eb*<9(6r!CA^zS7a(B&csTUhz zpU|Cur#Zf~aI@3R!Z?129O>WT%yA_u?r?*t5lngaKC9wPnO7ISt&ufCjo#4b&wmYZ zDa>Hm(E&qf#&V;s#t?S~d=4c}7@#q?C->xT19<meODb^HM{D=dgXAUpXwsLP`np38 z7Z35?b?(;1nFITa{srhlaq7d?rytp<b1Kw3k<Ui{9)_KEC>w?uPj@&?>7e}PbLWTw z9k7dy9TczXAh+qz{cesg2ajZ37T3{1_IsatX8|3Uo-H`(d_x<1^@I2L?bC+p;mA4% zb8U18WU#jX*23hcy8hKATIex2c`PVG3*o+R7|sG(_&)k>aA%_?_*iE?Od4xq>A&B} z3A~zEXRq6I^SlN=NV%p;h-sjmd|ai~O&vjcYt&T6)UZnVQ{(Y-YN+WMx_Ki=4K&ri zg{KtN(72$Yez;l{*Oz4Wi0)U#38QPDZON)Azh=N-w5cE^=tJhaLn`2TqSdg>O$Gl* zgOp8zDv)seBWF0IjFRY!({fjp!E_ez>E57>FY69PTwG8>zNfkS@OdTN3Rua?->HP- z)4SSTMU>EOe7mWoP7(gUR;KaAD1!2^Fd&Xw5#OIQ{7&AjfEtoRtPD*7--{opJSmdL zkIAA&O(%J@XkL|_T#y4#t+3+q!*XCyC)?^}<-l7#Gb*}O7RQqw)UWT6!9arG#9JpB z+^~{R?0z7PfUDgd0f(d!O4D@8b(MzkKb}pAucbgfuhg>lpCo#DcF+YZBq6@4N#1&o z1Y$%#3!WVj$A&AsE3WMo$M)~KYXj%RU=k%Uk((+8C$ebh9-0_p*F3OrEfB>hzexF9 zyeOo{od4Q$yjfdd-S4X+il-Gz1kFB*z)`-W(XU<v$Jazi*PIZ+k&z)~(?}7{b;;zG z&m4c2+{s<{XiOOQeFSK~ZwRA8c`yHlG-0^?d40Bgt1!l$TKmXm!r0xtU5d;l4EMQ< z0-0}Fpz-_fXScIpZsC7LH<ja%#cH2@J}mI?oinadXCasp_}qoTLY6J@>!)8#6n)OS z<M51$<1UsCCoeJ4be1i$@&pr8C)Zn6?O-B3Rjtn6iHT4D95?prFp>4@sMjVs6W=rg zAAVnCfKhu&zu`RtQsYU27VQiiU52gCuP{)?e^@athk@6dHFQXk47jbL@t1oua87+r z!QX~~^O|)+9pVfmNzY_&;$ooiu*t^WmvnF&Y?(=aK!^V8MlYVzbWEz|`+En|5nJiL zvD=!C$D19jQ?)s+6h>`hGw2YpJhtt{ZyL5ADr)wBMZ?dYXJrG`G~{T!lsK46gX1pq zYaaq>FrRW;TeqGD>j2}m8%=1?G21rvSAvF^1pA+5Tr})(SmNe2L51o13>Aq!Dt<{d zef{%*ijYSiU7D{`k+k{K_f45p=tsX8`x8cmh^za_!wyvFg{*Cn;`kzxx$#BG5-JD} zlYe<~Tp_SSZYlLsaEX~0J6KP_bEow?_vKR%yrOWcWE2IH=kBf^^QAyEKk9RZJp~SV zecv5aD6s45PvoaiFvv4{`{pbeHulVheM4lFFFCM$V+R@Zj{#DKO=PSeJWKy{kqmoH zlEr8~8G8&Xy>D?`>5z@xAG3#yTXm+(Hf$z?m%i_>i7Oc~XL2^bP$y&UmUHheb6gSN zpQt;=O~(B1w1o?kB&7dzTySV5A!ePK?D7H<SX;a!-W($#jJI;QIf8`eyqk6&_94My zdT5okB?)3-duomKNuaInshS{?5VvFYN7^J2Ykkujqn;6=tCjsM;4TrS(gWuI3W-Qo z&=9WQPeejg<>$leiMS`He3qd`M1aEJ_WJ@v<bS>NFq7krXMSF=UoQa{uJ)v<RS=+& zC%L;eh5+HkL&sz-3FsYsx@A(9Gk>Qizhe@xqID3ZvqF#$xF{9yObGLruTc#egs^{w z?u$8&D{V?YlRjq%;VDUM?nSf^uBZOWEDIEZNruQLGgBd))>muZz!JiaRx2atdLuCG zwjBFc$8jWHMfE0Us<o%Q+R52}*lc0t!97OEIii@cWStRI3;vF3DH-9toz`|aJ|k?k zW8OOX$q?OUJVO(^4Phf65xDe=0ahA!Pkr<?z%rZA!)sUu@OiXHk>ah7F7k_3vtd2( zJ=S3ctki=<MNr+BJDfg|ebYM^rVH*3?`ofl=;Hk27K6Y}HmZdC=0DzK<Lx_)M;>QG z{&VxU!XP&OZn^!K$AS%a_YysVBpVmr6wmJcrGu5@$3+{Sa=N86Bl+xM9msYbTWPAL zgRT;7s}MdNB+1Eb$f?jqm{1+xJy(u5RXjS68QM_vH29rau7xc1DE0SpTA2CpSoFb| zCVoW??76F}i6?<a%+1J}NOiYq{&P(OJXPB}&*^bGMx$6l;jKDev!{&Quc|}i?R8fj zX?5ft^D8usQ^Uty{wTFjgIw(F`&D05k#+uW%3P8vo~SmM_gbnVT;^E$uOSue@r`FM z=&8U)>U-0<<tlJJI91F4P#F^H%%C^^%DDe8>ZXf<GS1}rCA}mmBQs5FuBTlI`)w!E ziGE609lYskjl2>T*K&&`eN}|9mi39g^NLVEzvG#;ry@+PKIO;pDB}ExrQhy)1>|m9 z*UBBK0Aao#mbE+z=ve<%)w@g{J9k!H^|O(O=K*0=!jv35I_+-0IVgvq#4h^RQCS>~ zZk#^vB#W=JnwJ({%D{l#zT8Pq2A=DaXBCE}5#u|h>$G1Qc~3GPEHb2#Ez>x(J5&n3 zlMX^(A|;_@<>$C%qa<3b+b%sbm&9>r>nmP160l_j_@$JILyud)B;%hLejE0ind}#X z%85p^gDf$`kn%1ZxFCu@uKG{aBt+3>7Hf06gVQU!VjDl?iC`ZsmYTap1p213=ga6K zXwNLSyFDTdtbb#Zktd8A)zF8>HVDJ)<lw1q#=<z|8ty!xC5!;>v1Qxn!uXq-QM0w5 z1?6=0O0%ade3-sF9bU-77p>}F*#Ru1hum%zUd=+{_4ZMf<t)tj$Ys~fFcG@e%B}q- z6M;z^_~nzCh~b-koW6w#E_HKnb$cdQddW+N^qCk-DRHV)VS*~37P6hi#2mXWn#k!E z(IW{5uW%d*cd^?pdyj!j^GDw0oZ&dpquFGW%)n!7iR%*~9ACD1&jvU$aDB)>n_|eo zXhEgbeQD0~{qwrpIlW@GCw0*HI~@v(y-m%}=~yvLld!3!!@)Y4-FAZ0F~1dV`0b@* zBUg3Or~@50yIDc&Wa-#++rm<WOh?!{vz$v`XlMyO$#m$aK}58uLHHgGjrrWmx+`fo zkj`JYFPnzBY(*87gEWX^PezFw4Lo}<N^Dxm@#JTv+^i@K+a|u&?VYFMci8WDE8cM2 zh_9{q`G|^w=GEVx)Kj5x(NVIfgo<qf*3qj|sEAJvi~STrh28w$`ltR>?Ec&x(&kOY z(LR^3aC0htZ2N0EN~I!vYX9$JvlL_-$5vPjQShT{_WrY*6h!gucwKst<BIj|#WRJR z9=SYy#V?+M@xYz?mIhMbZ)rsyTt`6~OFBPJmja7j6Rt)g6p$SI72f?O;|b%UZ0|f7 z14J9i>l0+0jY*g@Y9u3VRz`Z}G#T5^e26bULdF)-x+DHu$(Wuf?x0$ck!$ug^Q97* z<7@VGF^ddqos7<%99Py=c|}JLaXcwn7!|xof_vhho2Q~k*!4#HwSYAV+wV;)-<Bld z!KbB_)whVy{xPT%dXk81@8tz`_YhG@im4!PB;wS=J8%1ph_K#P;vPpNBF(p3FNKQ; z?ys71qOS;8*Twqq@eTp{oyKW>*9q9fOf0>7fq)tN7cX*C2uO(B-MeKk0cti6-F}!6 z(79wb<}8(f?BR2x`O664vq&`E&++5p*^rCN?+T%7GgbXnxe$Itr1L(zAOxQwhEEEo zOB|kk8MRz1gbk<G8ftOeNFVi$V5kT|;1s>Hlt&0&e?>iy&Mp6+ZqfN|dooGb7=ew1 z#%?iVC~VBgY!x+z@p+?2qNFj5#<e3EZ;Y_`*<-_nV@5E0UG=m}-w33b4>uxv4e^F1 z8F%x#Aw~~NH>n;pM6l9Spc=mcsM^vVEMI*L8^=g>PV3>WkeBdclpf};$#7q%=s`+f za+2qgF1XSOEt=bP(SOf*eoRdlK{_YWnikm5`WJ2G^MnlzfzA@r2{xvY;Gn{BWYTuW zW-~e)M?a5JuRhVij~=C*#v3}Yy?yk3T&xbrpZB}Rsq0|4e-AP9t2Ryxl(}8W(ME4| z|29<*ZP-kH6@0I$4ZB)i#zj7D<osM4L%OMj2Y%VE{!A^DwnXgi%GBhz;vA~ys);=F zxke^k6DEn&b%FI75Po*MT*XTRKl-1NtmQP|Ao<&EHc}mLb_VkFeN=<q>DA-y*=lf; zH-7c^w<>Cqa#!`lt0J*|Hzh<@6)XqlU)?3D@Fv_kI`CEn?PEr|g;!N@uxpvctIaA{ zapiqnpOy-azuv%V?^VX4waay~n=-y`;8VZAP)2IT$g`O1N+@`5y25j-610s9VvCqc z*ttJv<C4RQn7Oj$jMRVvR=!<)*SJLir)QUIw-_kk!ba(Txl0wWL&qe_?5;c_97OZF z^W-rmCO2%WD-X7f{ZuE%5yR}wek5Nxe5&O)Ok0%2*}oqxyo+VwJ=prk$w(GDuaEJY zR>{D(r$=zySq5cGZ2Tf*WYE1#@ru=`G}3~CYGVVX@oL454Ra1sP#v_1+v+Nb@=(^Y zxK9#TMW31$J|}_ppNEh|mjKB&P`0dG96qYU5k@lND5#;F6nrO!fm>POF0o>u&o<cf z&WIvZ=fNs+vMBt&YTvh$6UCgXg|PDn5p1>$b9k98f~CC2(kMY9C_NjpH9}AX216a{ zUq1-rpW@Vf&pTmc5fz_CbqeEYnD!sSO<{~3I<8u|MHmN8(?0|-gps=O0=syOg)4+r zo%UTU6eSHrKdfRQb?Z?-p*R-AbWar0IIfJpT=QTJorRkYkH-o>FmYBTA%fP<L{-9> z-C1Q!ToM0}_C1D)Hkb0MvLGgU#Fz3qxG{m#?r(^eOx&$$VO&>b;)%Xd^A3(LO?^WW zzkV_h_2yTVZ!ZH&MQNqW>KS;Ho6?bgnt_(3u1vQi1_(KKD(7}{dSplFiV%AS*6xy7 zJ0Qb=mhg|pAdV~k)gS7FzS7Z5z454~j}DWn)t?Qk=-8`!=4(wV9f=_VvKx2PQOa`f zwhE-<K+e^Aq6ZyW_ms!lEa~vv*To3epyO`FpsOm2j<U5~>9QPe+RljOx6RXVer0@9 zD5qZrUOAQOKc>N5!((8oiiRJ)Pv-Wf(xAPgcxu>>;|(jpa>oi9aP5$TuoMlI`i?8> zmeQ~}{#5VYX)5O4W_+bSp@NljF0j6W3h~iaJJX|7{Hea}zC4_Yp}#4DH$AE7f36;! zZpV54^giRwhEz1~ku;W&p(5ysfbKF8D$;oz1MdEzV5LfP$GR63XyrNH`%y=MA>XS5 z&&w%j^#0b<dVzw(Eg`$AINmrVG+x=4M8RWw)-sd56vR&c*+bk!!P+p*Bco0f6whs{ z?6Rf6*?r}k%f=M=y}e@Y!SQFW@wW%8r4(H0YKiLOxKqVGx#8GjGBU=<mG(Eta7hu# zHYp{eE^Bn^V+tABrk$SW!^n`=+*%XiO@@TlmH<}=GA?J4KQZ*kNK`zjxu`(Knrml+ zyBTCO9y)$fVu6G!!P=c??~_oKQl1@rnS_1mRdZG+INkGUvFB3|36dx8Qtg#USkAY) zql(ip>tDINI`D{yU&}v9jHeM%`({4QaV-%oNr~yaT10FQIN=t@>6LBXueW}<M8Kg? zQBt5k0a?K!_ET&E3hs{24sbffL$|>95*GpEq!oL#9|>Xf_@Lt5G$9lWg&oL<5`vkM z_z@##PQNVq_;5mA2-l3Aem3z5f$@^3bKv{`dh-9z$1fH%%Cd}+d1`+@X`3-#i``jy z+}jvE&cD9z;rMd!!_u;nG$UMD$6tQN$OzxJs1-b+89`-xtEk;SL&Qst)P%GdLTQhS z$wy5?WF1?0dNtMn%9^jQDJmMkFzw0H;&Od#4vrtNvC_w%%VE}9NA=+SMB)t0^>B@B zEvw$43%TDFaixj62*0XhI_s&60O@&o61OgXL>=RHd&b5!8=co1ud~6D(%9f)!-jFf zt)xprY!D4Sh6Gx5khj(UL`0Gf-Wt?2M0n~TgWueuSxE=qRJoqy{LqHr*#$q>Ds8x0 zEozXmwGnfiEI(wgjs7g&!uU}w&ii?@Ji@dv9~b;5o1uktl_frn)tdO|!dt50tBK30 z1}Z(jH1N9D??wDk4QLb}{__?Z*s1i@(%^<V9%qRL_SmcALixd6i67K(G_|HE@`M^r zn4BIg^;QEZhz~ZLUfKO(x8Lb|s#ryh-puw;#hvhCLZ7%Q5~jXhyY@u|Tho(ViuzTc z9@*b^AYBFVJ<9_6tW?nSW`BqfK?QZ2_Ea_%D?|3tVYyg-WxQH5(cZU92^qP>ByyJ` zHcQS)DL@f<^&=Oz@hgJ2rOY?FTmdrG<%gX%C}34=<(_<51=vcgbN%;R9=E55ds+MB zp_OvHOVLpt8{^BRs-)$Ccj*Q<`sHvUQaJG68aYG|o^5NJlZ9CS^?B`GvJk(!*k*D= z2KM3AGXFkGV{}|sZC{KucJ_Jso)MQu;ha#Lc83&-r+ywFOiIE>hwtkWNMe^`v*y{` z5|G-JcU8?u0;6B(yiM=L;lzI@YCc{Z*)C_Fq%9GLLiwO+N`@F#^52w878ir{KZ(?Z zR#AvZ7KheGi9+kG{jOU)qHvNiU+Y{gg8U;N1`sX+)y5k;Tg60B{pZUGsYAj@7x3~n zwGu|@@VCOps={czU@LP_L>Oy6g|1ujn+2<N7RmY@EHrxBxW8{;!SLZ?_xd~*);hf~ z@!QD4GTxx~35qPl#Ymq}Ca}=j-Yed>z(n;%)8E@(F<}z6#Ncxa6Lo_=8Ifn1c<yMU ztC7M)aDFrK%ONHTFL~X_4`9L~LL_Hl6%$?=1=n71`bE4eiaS%53H4_4GpYhi=ziK! z@$@qT>G3C`j2<#j?RK?d>?#8ar=H9Or8Dp`Yj>2!VNTbywEeibiQ~}GojHEC98buz zr{+``kO_!xD4}zDW;{RK`Wqdw-&#GYy6DJV&OG{`FX3m7lk<<#(Pb`O<{w6fk)M;R z&329_<+`qd?sV)A`}48ihK{3MU$5UYr{k6-|LZaXI)uaj?Fy8pgFSmoOoc$l_Kro{ z)=xAjzP+<#c?%74p?`W$70{6MeY8P7l7><~^K%u>H0<Jj(V?V7!%o8rzx#qTjOAQO z@_kQ*+OL(X{<cv;+iMeERYiqsYJ2{+94eeCJ~xD;sn~GBSMOIa6?+f5{&~283hL~o z`B+OT#<mt~%g9k-KQ6ZODIXOJd+*$g`b0sm{oiE0J_@{YcFpnLp<pvLE8}h{1qWA; zX@{mz@YRdfEVY}0;hhAnX)jLiEM&*LccUQb-M5(Y96y$nD7nR|Q{YAm`4}im!N6=m zlQ<s*m-r6#e)~?wyQs>hvSBjb>#ok+|A^Bu6N}ugb!5!jfBPbPi45aBjmhQtWE3Zr z4t`H3<6K|QzZ)D^R;A@j9^6RAKKXwkZfnShZ1j9iV3Uz$S7!E1oXok-HW<1?=Jb)f z1>wq4GM;)dhkuWf(DG*6`B084%KeIWKKyq-=GiEBfH4W8-dfqSJS6z36yJ(}M#P18 zmVE}*MBuKwOI-vJhFt#d?97R9eVuGECr(6@mh#J{-vksc*<0fBhyW{i9KRJ$!1wAm zUlrU4_?(<FJ*!DT(q-=hEkXn=uX`7HbW#YvAG<yB?ia#{L&w$S)tnxAc9eN5Q3#Qd z>6QK-LWsN4{9H^&2qn+lxt|CKVe@&P;>gd-G4PCF8!+*IoJo4J|4^Wk38G8353N-+ zffHkjy6L7dP@LK0m|_f5vzpI=nZ~%Q?zDMDq%p#NJfhBe7^6jtHX@>G48?Q1$F>uV zA#cvljGZ;YJuV-q{f~_BPM_+=_A){{^=zZYQ$wh4=`(X-7{ZV>Gv0T|0G<J>j)c<; zurU8r@nf<+E;(5@H-6E>!!gzlVM9IeooYF^|E(^Dj&aH8_~}Bh<MfdiBW!Go{HjsY z%*M+@v5omzZ1`<T?UC1DL&96KBzjf{Z$4caC3Wk7-!=GbZIuqL1s}NTm8gT$S%xvw z9y$nYy)U;&(!nRMQ0Y$-+E}`Oyt=hQ8?~i>&+LiRMhJ80=phYlv~^86$LDF`<)!O) zOkA|^CY0CoG)W6Z+_z6$IH8GllZ^Hi=9(}*t$5LMP6H|m4yIm-8psr#IqE2)fpd$U zPQPo_5qf1530dm+M^%~5QC7zzDF<)v2{q9CFEzwQs$rYv(=)BVRIws)Me|^bDsoL5 z6WPaA(Q)l_*|4E1nlJr|xiqbUm%Lu%=_M+tJ)k`{Z>xfP>#quDd{M^5oljcN9act! zXzwb2O=WyZHc;Q&r-U@sXN7O}C?U*_sO&;k!u$zACuXW5);`v|szO&p{X&f0%^M1w z&y~WOIwJ)Pz0q=}@+hEc*XV$2raaO+>{Q>{%VXhCX*d5ed3b84IG2{op+5dheyOz_ zil(lv9GR4bW@O=G?u)WeGNk&ycaa4<=DF;d0U5+tt__~|mqF~f%I?QA(iliwHsE+n z8l@*AmY%Vc#=3+7%SsAozsJ?gH3y}j`&W1OB{NBU$m%*A-!6gceGg;LC`q7MUtojF zMRDwYq_^a|gg6uvhgVh=iNVB9b4JEe3~lW<*_s3~D6Xo$*V`fr>!;&MhxdqL^<wnb zpTi=EkvX{fhN}qPuHi|w_$>_M@{r>C5n+5x=JH)$Ck&^iEIRq1Fm}{txvjDjM&!%D z_G=2lXnwWk{?pGaJfBE*mwdnim+&TfZ5a!BJHKupieMpHYNA|X4GY@4!`{?uvXHjU z?3FMN3++1|7-Wty5$Kz)t?-zM1?@X(1(%s<B=C`z9c5zY;MoTWo0(A3VLREmFk$<+ zE3ikGiAVLi(E)VM+U&!@Wxp6O;d=V}!6e5Q-Pq#rJ_gPw#m8yiWk93gS#rl^PQS$5 zI<@Zv10M4mZsRBex9zf)&Fo}A<eP~+Eu4W@{_GbMfeZxSXj8W_Wncq;W$P^#14Cwn zOB;UE@uV}4hde<C|Aoh^>p1?5)$r}zR88lc$4&PC$fkp6HQQ4hO~;O$Q|=Di=%}gE zX%Td$<I<6K$7)?VD!%Tl2$!WpqOpviOQK^y(c7kDhK9O1oxA33G*ky>i`_j(!~3E` zf3_c^;k2|P<DWmrn+8Gh<Fzz6G)zaXR-wV*@7{)PJ{o==jVkgTq2g(R-mB3XPOoI$ zew<!N#TR;wg>yU=Z%-xP{jq}z0%Jq>MMo-v+3l{*+Eo0yqcr@NPKCtFgZYt@6wpq6 zw*OSm>6C=Fl~v~{*s@z^G$WS+A3;6IO~)v>{U%t@_5cMsFAa8+w^HybZ$tFVdJ6a? zA}GZs6bKLh__1A{g68}6<x&C^T$X!XGQUWMFndGi&_^;9tn%_MJ||;l^UoJ2pOWDm z?eoR4nv9Lp_wT$(BqM-VI5IPsjKyQumxpnB#doPdrKuHXj-5L2Q<aR~D~Y?hMafui z`nc?j02#B|``5gCM}ojeu=|@%5{`tOUJ&JUN~wTD!@CF)a@v-CxUiOlx2bIZ-^)mt zJ+XRKKsOPaL-j@9=M%B#tGV)djw@D|ykv~5iBKtrP$QX${d#@&J0=MTRvR`leMo?{ z>>Asp6$HG<<1>GrL4eO6!HZ>41k7#qyY0P}fQy$>=S8##=;zJReMIDRPOZxRh-o3r z_l@pcs1!mPDMq|-zYtQEJeCac5kih;@Vnidj(Pu-cQoAmfA8PhZ=H<0+-w4SS8vIn z9M1gK-X^%o1nYbX&RR|y<5qG~?2Gfp&|c4#uWo0I00ns;tq(@{qjhL0|2-q9xvl<^ zcgP5Nj*twrH-hVaiIGII5grRS?^7r;g#7sMiEej89NBc>&y@iKtQ?=Riach3kC*8U zAz$@TUK^Jfc0?c7rO1SJ8u}18ynEBhc|D{jHyZ@q)Pv5&*Yc}Z>*3y+>#eSzbP+b* z-aB+q7rdpta+jQRq42eJvFtq?6~-DTYf9M&%-qIjyN!+5phSmwHXGM{{vFa?&c^m- zTboAPb)c&k`)XB!4y67(x0W*00rA*f2aoUC$e1?pyIZ6U&&2MsXdi8ab8|)BH_%4V znuJn$L2dAb#<dil)q-@He*VmAEjVsZX>k3liSu4hi@sTC;vKC4j-471W64~pj?#e6 z=>XCbq6Xyl$M{$zsG~qWZ>h4iI!<Wrwtak84R`E~)H`;nK{55wy~;&ZT;`tIvy;;? zcTyqw{je&oo33IXSLUqy?@u<pP=UF~HQSLLD)6pcU(bG~jC+DD?9uJYSQ_W5t@U0B zd%yIR+eauNU#On{j;0dU6fhDKzbj&-WUs)fT19~IY(!~;B64nQllf4jfGw8!q-r|_ zxW3UOR4q}!q+cnn^~s~r$^UOwkUY4OH9l?nDF=^MQTI*0a){$w@-c}^4udMu{@&rT zn0-|p6Fe^iM&jOP=VDH`^wbx1xXQq*?s$L7f;6;qi{|7iq)|20w${K(8Y;<5;+0t` zh<Zd+Y3fShOh%o^@J&g~%qDu#)=7fsPbhjdD1ln$jMTV}1eVk9+^1%XBieM9WVa}W zhHt||GW*4F+Lk9KQA`Y#w`aK3J4GS4ec!b8X;D1*6>RGfB#Oz}MD;3OQN*qJ==-Qs z1ft=g^A7t&a6?;AsZ&w}Rx6h;;hPc0ksigXo7#nud)sCq`;;(lNVe{hjuwUpUoDMd zCXCbD%Y&D53BxX?`ny993z<nv8pi5aDCRxB!u$ja>El)n&TcFe$mvH<eP_ZZL11n} zAIFb?ps3WhOyt-G&h_17LS*l@S(}qg5CX2*#Gm6Fck<at)m0{RmY#i)#qs84_}f)F zX-uSru|5t*FcBIp^flO%iP5QfzW1E2iRv46+Qnc3^KT1g78u}P-OQ6a%)s5LghAnE z2J%`HU!E*rAVd<Y6rvfxwg<Xn+Zhle=D38|G0^z-M2fOL1JVpW<5ngEU;dK0ynk_g zI1s-;dr!xg)k)*U59p9dpy#qnI6bq(WYw#5PRFG5H6D$iV{k(#x9&zde(Wdq4|6)^ zQO7QygGzMVQ&-Dz6{F*LSh3EFc^V$SB(01Zph0J|=4P=b8ielii}hZhVKUneYY)+| z;qa=Z?>5pfx+OGqpD_&;f;_68nw)8!%4;l7gN^R4YNiMc?gFc?b}gl$QSnGg-8U*` z6i)gD4O20-M~V8SmWo=QLw_?keKTymcv?7wiiD8+4_jQQXrbhMJ77e`sefJ}){0ap zF9|JYFsS&^Ue9}u(=~-pXSevgpkR~00V|Of3Y=FgDQPI8K=BOABRY<P`xr{p4x&IZ zdi(8pPS4~8?NI&ULct($RHDa%f|>RSzx^C<zV%h+tq`Q(=8vFdBNJrYDI(==Z6<>| z&c}FJ0U6l`uhq22km2FHmb)f`3>)6^jXvu*Yu}2!eA;B_t<YFkPa}gJ>mPH1i;TE4 zS0e8{BjI<ui)Ts`31becwXM#R@at{&H<@G--WYo|R;(u>Ys=fCYy}cZ<{Tm@f+S=w z=Wo9;NyK^5*{;N1B9!J!Zf&e5VrAd~-=AqjOr&1_kiChB<BtgEw%QYs>?@t?XGw&O zd){9&Eh0?sZC(3ah=_0Y4)03e5s)ZnacpHh0SUhF?N1`0yPB(@GME67I1Hq4+_|*! zRGp+00pt4&yB~cQf}W~miPs|`w0I`EeNXydR~la}X_hN8foNrus9k{xtb+7Y>-Lyn zRifoceW5X4TwkX>zuFj+iPVz^q>WK2{YjYnsS%tA;pwLfjqsw3e44P;2$b_bo<G$x z!hU0;2VqN$P&D2XZ!%_xhIC5yue*jIsbyHd^D#vJi*}NvwIQli4!qmsYk&-gdvYU5 z`dCku>DaPb9}nGzjER@^Aks4aDfNgRo-~IRnLpFT;cso{l1}PkeW*mf@NQkKd+4#f zW2G)wyfm+;(`<BZCy7?Iu<<B4`N_#JHZ-MF`rOPp>uG(@mIWQeW^DH!zpaDAo)+11 z7j+;p=~lliUI#1q>{lh(=pc=Ev7n5o1OJ+^`x^(fQT0|w**;Gj^DjNG263EO)A+Z> zMMN8;D{2z0inK7~==uD-uNFevvOhf0(8B%4elB(Wnz-70rKoqeCNA69u4`PPiP2}= zf7o|5u(ITbpQEJ)xMcKbTLd&<s{C>+q(~i}JBiUjtJRVJ>L|_iqZ+6~AKVkN)ZiFA z91<;{h7Cbx^};t*;qYO#Vdz>_5CSz%?-^0S<$qZ}3cXY?@u=Ku*GpxDbzW{*>Z;5^ zX{3!ZuY@nFe*S!Zfiv%jhRd&4;`l=~zxPWKdRwE$|J+eT3BL%d+(i-jKjm#*zA0c> zaAvKmp91GP+s4WHk32lmqC_JS<dHfcI2W-}9@=pVo3C<uWnpepo%I?yL~c21b-Ym) zK7VuL-`dF{f6~L;ZCD2J=4W1t2g*RCoW5ztS7{Wd{<=7JP8vHrawDRQrO|fk*{W2I zFWTn5<6Ux6_)?d4nvx<3KDo2^?-fX(GoJfbgQ^4wZ5tz#E5$JtAsw?iKpaZ%SE#O- z7lUnrOxscuG5qv?9$=9#ipFriJug>_qQtQEhryHxqQBYA{V5iK5TR{r!+H_K-$+|h z&k})uRcqyqA&wK7($7RWo#KA=Vo5>1Fl?R9RZuy-^7nW9bksUwY(M(;zAH%>4=?!t zbL(TF{^-Q%Wk*>!D)H3RX&nn^E&L3m>{zfa6?eVG=@h#ox15bgENmZ^U9{_EqVJ=v z+xZeE2JH0W_+y#4rg838b1)Od+;Y67K};;~<266*&4h^obth>R6P>L+6O$Z295VNH zCyH@AB1|~QaWU~q>s<Hn3<HzDKTDh(V&Kr5XIJdo8R+GH|I4q7fwa^WAIP^DP&r|T z`<ECX-^lb0PUCb=r4yglAx^i5>wRqSVPLv5c~0Gkf%3vWn-@}?{&9}&&tJxwfj0IF zBXoE_zqx;7Egf!bk3#Z!IvnpiUOIc2j@Kcj_X2m(VIrcOsOCvWeD3l+H}vU<NVDJJ z!|`OxvzpI8{?ZVebE774m<F0gzz)x+96tug-v4gUP-$s!E<S?>=1xI3`-3#xKCf8t zYYPoAeG(sIO=)<Pl~uY(;=FE7Xffq86~2_F@1jqrnB2eZRp)go_AYA_@J*$noWax( z*iFU4Ju|^3cPhp&XHfi&srcE|eaJ|eiYxVU%_IC&kW@^jPRvkHW_fU_X)gu4nbp4- ztrVy{IJV<<F$KNJ+7h8j6l^Wl-)a;_fv#L}$@~Ti;$|$oaygwMX;VZsVNsy8x;|#% z4;c;mg-RXMWK7d$hR?hp<Jr8}jPD&X3ToDIDOHd$&i)Y4mO#d*R|!5|8_8Hr+RBu- zAtOvyk+{@|3|HFJj<-r=j3tI2xlAI%Pr85Q+#(6F(lu4Zy(Comrk^C`k^sxPO`ZEm zusf`_=1dR?JBa4_$Gk{r+ZvX%b_EHn6PHa_sgZDVS+nL84+*ct{+wBRp9s>i%$s>p zM2H^IHrnk&1Y_HlQT8e#9{szk{7;^U%a_d$b`yz+%&8t+^MU~B+KNtv1_Bz{;eodj z2`HaDm$}=YfKkg51(q%WyhbwIxA_PdyFg)}QwW~^cajAwgdp-P`O^CwAsENJ8EK3b z!Zwkwkr5k(5Eo+q_rLGMa=dTH{1z92D(}Ma0UjajpjJH3{IVQYTMzGVWUYWnO27Lx z?iG;O|BVo`!31iIlD|8gjd8J8|MZbbBWR1~Mv*Fw;Ans5d-pCQG(Gj;@e?(ITaJ{1 z)?Y(}Yo&c1ePxL8E2%z4wT7rURy48wpdn<I`JZC1HbesV<75vZL&RK8T=Ox;06mhO zhKbS!xD~2AYpkk|t_^2aQ$skO#0*Zb1oYr{?hx<Nx4PKrld-NSM;EVkRXr`ubx|hj zKXdXA8%rxJmZ<fxG4B2((6O40;7^A|CysH}`l5<@tJwHZcvRAi#PP*D=-QgMI-q2i zv}E?_plIcHa^hJXbQj<DNI#&1_LkGOFW2axV_(tc?pba0IlU=MzoCt}pIMt~&S>NQ zApfp2mf9FdI;j--LknboO7yIa77R~Myt9tbgjM3l{gNLvu$vn7=6baTqW87jGu)>E zujZA?b#fZ8)VbX_(4>wg29MRjM0JQf^-6P7R>#?jxr{BJ)ZnVZtUYjA4d2TJ6SSSw z@bb=`ao0gr+;CE@8w*l}^!Xbny@;wfeXPrUqE-dhCgv~~rGgud_5r?Z6{zT{L`#e* zql}tDstV=w%S(4Ip*bZS`w|=56{3W^xQRda1{LwqF2b02ToF67X4W|cDT2K(L7B=@ z#KvsaqWvoc{1~H~T4pIA<Vs|&Gg|>q!~!4b{*_1cknyluzC4ont4t?1%0ukqzl)bA z<-l|Oc_q()EGQjmp+B8vAygohDEvtVFTcIA(c^SW!y&zvka=l%FC%$5+>%E2{>#CG z3DP*p5)<~;m&WaNl*n;qDLgV=F8gY=B>c7nRf~m7VER)Wwc(&RNXECGSLTS}!?vGY zDWYOXrS6biog<3TmD|ZYj-q&YanW5vQWSiT2DXfoMZtY)>SR~92t=;xkk&<sVByoU z1WjELbdq*P62Ax|X<^6B#}|ds=9Dv7>?e%9wk<l}41~dJvSO97pfH{-&v<_PH48bh z8WR~8IP+j6yD^l7)GOb{DK;#)z2;r{fXzZxUFz}HIVSeqy7(~SH4~Z^BCn?!nJCwn zu5`*~LThjB=zrZ&%>BeVd;=5F$qxE2*i5u-UPUQXWWr<5w!Z&<7xu5LbXb2m6L$WK zS$C!ws1VxayX_eRcNWF8UtMJ&H!RyLB$ELN+rwku_A(Ij$LCy>D+9zW<#AS)3>fi; zCjZl9KwFNTGp)qHIF|>{8O|v|+A@P{4-W$m_~X^N$LW}fz9!&RM@O=%aWr2s9or>0 z+-pdpqs;aO|M7iveE7CE(tH~og-V;Y{d1#Zhp|EYZ8JJHcEk^Dl%#Vycy;OcZyE#( zCPkcjX()Vv*LO>4=qk6hcTAvhuDiFXjr!Bj&mv^iy3t@k@@n77af9fQ*s7q&>5;f% z;ypeZ;-!BlIlrS~rRGO{`Ccm8HjRz2+ByAEVIfmmLPbf3;-Ymj6>f};cWL{mFfV<Z zI=GdJ(Ng`hNp@5Om#B~><*8^5rS6#|ah$1n{5j_<1+ih1B8<lr*xZ#qckc=XUQ0(G zpU9(N+_XW*ozo$D=S}SwHdA1^uQjmNmV$%r-!hNsQXv0YPSjkSg13H2l!@PDbO+Qo z6pxZ|LA=;1yo-#e=s&-7>o{Im*rZSAlfm_S%HY-!GP<_edlp2Jk#4}#=Cz58LF(m< zzbnX?OVX>Ymm))GjrXM!%gOL;`@22&1qo+@zM9|8AmLrJ{>%}M8$<49+YGEpI4$wZ zSwMpXP5I<45wk?>ILLiyq=tx#t3S5{#}koqf7^MJKqABrw-m9~65$$L({xRih}rMf z$veIi0EZbz;}HUK&&Bw>x<SA%$2^@~oX)_am!k4!0-kF-cMh8opkEbX(=1QG%3TE+ zd1L}UJI*{>zbFLK>Eys|UxaY;MfCN+_d<|e`8~(HTL?BcXT*dXgkV}a!#`9cgxT1k zUrBp}aCMEsgEh`Vc(%(tN!CyZF9K8QzR3zfG%I4?gJnW+{Z@1<eq=e4SKcdI-Lf1@ ze;*k4;ah=Su2(XwIP?C<?|+itO%P6Hh+nvG47!8j7DyQbsbb%I?;7FkCLwXxbR)dW z>Pa!&VT3%c6&KbKjd0+U_Fc6RLs+UsybLchL{t%%)65}59HD#Hj|dwgQI|H-@ZJC( z2I7Ku3=Pn{dE=i0JM|%v>c00Gmp&+V{?U9Hda$U_nHF27hr)Zw;vtW8QF5?WtRhMm zsx`KCE#kVEvYoEhm|{bElSr9O85_k#roOkM*pPa5#Y57Ljmd+3)m3CRT(2(sS<7)` zyf9XJ{{<a*Y+L{DgTD^=F05V|qpJf?)%+pam^SR{V_R0`Xk+S{cvr_(ZDe#3`J8mL zVZ}1DtQyyXeP8RjQ>9uE9X7Rj>7WJU7ybQqBrV)**<z(or-_x<?;V;B)x-+vT%Twe zP3TyfwQoM90dAFJU5hpvknX(dYr(C7UpLL)%^XvQSkt}4Z{upn?saG~DNuvC!`#Hp zjcRB+lHgy+=@R<HRDDy5Dt?DPc-JSPii`F&=N{fxK{@I5l~WNaP-P_Bk@QqxY_sf} z<sW6lHhr(Xbw(Mo{QEVkJe9!{q{lV5l(WC2XSeYgC4^ho7kqr9h#S*>R>qqYF~};r zqsLUlHK+cztVar{=5fi}e@FqHGWW<&R1|RkdRC%Kn>^|_R!QE>lE*jsl(r|Maxm17 z?pbFihg`m-+<`~3@GM;Dx7{a;vfefiNf}v){<u1OqFV+Y4!)l6ePpmz`|&vWjWo7L zv0fKfN#kc~Y)eUvG#KI=*Aos(<IGbBk86*m;C%CxU6QyI(vn;^&WK2&u`jGoRY(Gr z-kwvuUE&yFOPxRX-~IdI6K{HKM4>@D_jtrs6hrd`E}6$gaH8tDMYpsFZalmgsQ8oP z#*Fj_!8u_tCkOxV-4F&>kBOv>y)a(7G+o*wCX5F58}Z3z7OqdT-XA>2Lhi3WX43~) zICqFm3if8<!l8tV>pWOEf7#;BFAElgKe>+9a2#2$;Jd}`B@@yQydnk~n0VawAv5Y6 z6VF1)lpCQ;=-c;@Ox>7}C!hT{V8X;&*BwDovP`)3&)O&wIG(URMUDMn;Id9jYvw2e z*ZL+8gVP_Wqzzv>Dj2Zg>Fu5mXTT{X+rfSf174nsgm+pTFIY2aM>t+=*^n||^N)@* zN3wgw=IP+G=2AW1L&uM&-!H0F(cvz%bKPVi9qSzh_FUt*G3vrl&<UhNAmQJ_{5sBY zk!Jb1CUi_o{F+)$qeJRUc<#;bG|&b4mb<;;bi?i0!7q(8%$NwpoV`H9%jaHJL0L3t zMaD-f9-`q=)F3x2oQAO2n@x4@94E#yRrT~}&{^-ZP$@ve!OagBv|dw@_FQk%liO4j z4X%HEqJoM~cSjtypQa*_POvaY`|o~yUM}+p71qnkJURlXxa(u8k?Tgqdatz^SV4tX za1(1mj0$z>Cbxn=6nKWG-L!c9-~S#%kA1#FLAYzCXlpeEw?DhZ#1&CMyi61f&ZM9t z_|82~PLCM>xYz2+@uc7T>?PVR3bJL+)s$FqT;XCRImuDrqPR0{xgZ7i_;2++{z}F* zZa?!_PLC`Qx}E$Vk+JPZtf=WNGCl{rHu_pf#w(92@%IzSC`yznOW8}tW%-g@etu+} z5L+;#nUmoxzx~0a=6~OZ?U3w~BSU63Z@fu_(>u8a9=XfN=(uM0Z|W}zqgu@(A&*E< z`2F~c;&~EO>b10A9wFiUkx+?C9B=L($a|-%OM>e9>Y%QrBvdRMRuAkYg7_+pU$=pX z{+;QXy;($b{8Vv1!|4>kqcIagx<s(wY7ZV<Bp_@<ckHHj1c+>m%ropJ;75nlbaycU z!#QsId;<x%&bzajYD&PQYxJE7SpqWn6S~j-6+-SJW6^O$2#K5IyG<Vn;a<rKktJ7! zV7)5jUC}Wi+=`MsxtY@^?yRQuU!{fM*rQ3k!|9Sb6PK#Mq2*{dS`qm1?*INSta|4X z&v?xhxI+7K{-(wXIL)0N@aN14{?^GAcT8|uXw~%955`b<Q5C=Ws}U@}J$S}jY=lmw zngbu%Mx67m)#}74L+sIR-D<$`WPI}QbWNBcbbY3FFgbl<tMT&V@Dl@QX+04way0;D z4{egIYygu&d#||*`UrL*@`q9Mk)Bi5d%j%{PIqst9OC$5W7bEHBkMt2wLPozlP>P~ zJ><6w(M4ay&p%0ey6AW@pRKh_7vHxkn9y&sVc`(VrtM%uZSmXZYBP>E`IUMzBRbf{ z$X}d{*1_)j+M}^DI(W+!A(6@HlA*OuM+VEZaaYNkbSz987Uz$o#<I0h+mR9}N6`i| zKqt5Kmlmq`?@>PNqXp^yXq~MRS{O6b5B46@gzGq8$AFe5i1quQi1lb-&FOL<+XM|L zzBs%^K}`cuAFl{?jHu(6hTi9jqw1L3{k7?{v^vfuQaw`=)Ij=us<T2|4Nqbm=NWfY zk+`Ms!j=eC+!xlRv?y|VW&PPb?!7ATo;}hX9<74Tw@qeSj8w4Kysb{|qcVPJZ8iIS zP8oEc=;J$}4Btp&ql^5?_#{kzzPEwXDU%B$!rDskB5OGjCKYjr<g(#GmLi^RqL0eh zDuOz8E^7T(1+2d|T<{@E0WXSfsa!Bsfa<a}6ZC$0IC_d4e0)eA!-j=tAF}1Kd}&zT zvR880w*UU7#;tP5Zf!J_{3Z)^rMDM%70cqnNFd`<t}NUhpC2z<BMU`Ao%Wh{GI*QG z{BC(u212{T)^r8RKziTd|A(&oj^^?Y{63yal+T{_-uq*(^3o!dq^Oipp(v!OWkeE@ zD3Xy?Mwua$(KpFxkdd;AifD=!xv%bX?sNa~yYIi==ej<Z&v7{CdR))zbG_f6>b-n2 zh;a>H)s`oX!D=nlU#kg!)+@fytCIpF??oEjS_)Uq)_7cFNrICQU$#O_0ynIZynZB# z!)E@q3um8+;p3)jzg8=YV)*1^ZueyooUFV0{ZG0G)|kot65)xU2y^lmx`ZLv==Ifa zlQ3RpdtYe&%!O8(R-}9r7YRS}n%u8&5#&pGdefKalDV=s3>z+7v>#s{G2`MfKTq+j zJQor{=9^yr=Ag@Mo=Wvs4vgkMEslN9!Rtkql%6UM)G8|by8}50J6?3R+mwUTBI9p$ z=^O~Zcx634!^XhbI^)`JY$(u5Duepj2+h<q+1|y5wbe;0QUe=xCI`dEE7*89v9kC| z1{;|>MoF?Egg?xQmd^ofOkH#eDs^Y$(~!NL{!%t*(~;hbd2IOfikEiDvC)bXJ^qUb zp9+61ll#oVp{>i7e;Qzc|6P(tHQ`PM_h|F}dn`Pk$c>pvW+8+e@HOBd3w|N{7ub8V z@T|0wU0}w-+85HFMd&Qt+;z+U+5{8v&--+HN|+E{x4YddmWgVi+RM5@Oz<<8rgghB zG4ks2NgoR)E^oa0yo1fexu6wg?%x<F>Uz0Trk`-cWaIOZ1_s<Z1J3)VF<>xxMX+E8 z1HP4atu|XRu-o4B0h`Bw(M!EAM`!4Wi7&kT^$8vCI*zO?y+cQ;eR)vu4LTm2*%_i1 zMMut~t9cc!bTn;J{p4vuY|mM(*5}bN@N)kJEj2oRG<`@SOVcqI$g3MzLdREk3He)7 z|K^)y9d#kx&`-2Hu6Un@hdS<Aqxm%a-Dl%@;{pww@YagJlQbMYn98yDp<&0gS%dH< z;`L*(?`PN0&{!td`oWwAVI$+UH|2?LkxM!qOs9dNX@B|fCn~zX?6zBQmkJM$)>Wm6 zRH!+wn3=StBLC-}eXotExN^|P+;brnVL5T3O$`*R-6krkdXfTOcZQ9m9|gLpYqeNA zDR92~vcyB20{L9cKnCH2vh8qQXeAkXIlR$tN682)*Y7w<^hc)QN`|{48Of#h$XY~y zz+=5Y_aF&F29|TtRU|CTIaOyKPlDIgV)~K;B;;&qWqoubVX~P|zG^k$gpl2nU}X}j z1z&x#W09~j&pvMDPa)hN6)|W3b0X8v@AeHL>`sXN+K?rL$5iXI%5)*b=<x0NFI5PW z>i?P5T@pg8e^*;+ln}0dx#FFDNC;jo&ht*W3js^|-C-$&PT`=6m{?PgcZQ^y#hIeB z#CH1YMN{lsu*LjPkSUD$*)KNzHbIH}bFbs;Ot8WC;Hpa(jq#Oj=A1HP1n0%1--RJY zC_5-AnJZv~DEg78v3rK-tJ+mFy5A7geINF2)-(ih&Fhs`XMn5%C9cX+1AGYFaH#x< zKE4k&o_fO8htFCceQu{7JT}q%^)2<l_CA$UyFd>=tzWt@PwK*`H9KO9j4q06{x~-N z(!tJD<*7AgI#_qUD=K2I4h9o@V|@j5P}0OTY_8;C2dzk@!=H!ku4C7G^oULgXi~8y z@nHFk(#ZEh8}jXsV~cNTBl%kN*Odpf;W3;op0Yw4C9?BQ^is7!ciOID^IQw@B7IU! zD=j2nd>y>5LldLhM_MVXG!Zlqd|GEn1Ci>NJ0Bj=K;wg(pHIA3$HoP__jFaM<LSx? zuWcUcSSMy#1T%FksCuF&tU~n4x{)8hX4UZflB-*Cp&GuIe0jBZof_)ujt_Z!SH;;? zJ(SP4R1tS_s#J27Dq1yG#8O99ut#Zog!WApBzX^9|Kp|tTh+->xA)4(HJ~ke<*$qd zJrAr`Qk2nCEnXX$qlD2nELMiC60Rt|JG<?dBDl&1uDTZ#@zm4l<l)VVxGuHV!Mam{ z_`SvEjcilE#}xVkVJQXp1=6=rKg)xa;P+hgpgex{O_Y3HBoDKj+1u40$>B<f-_e87 za-hfS4s=S%LFG)Yp%39oe_giV(0W<yzi>O$Ls}L>Q~n2QAIYFTg<m~nuMAqOr(VfU zNaMEjz9Fv|X%zNv&!SsOW5R2TeYb`bTw+eU?b|O2h4%JSE)OMeM=sd)h^z$Kk9S%~ zvLv9!YCSw4Esj-pC3Y+^7lYd^P4bC+QC#F7R_vmRLT}CGsR_cB9i-vC*X%{G^D>R` z>b)>%sqqi!Rl>0N6{{X5A&iI9n%Cyfaj~~Rx+Z*(3(4>gZw|lY!aV6VUr_-UAu+*x zVY|3+bg!PU-pEDima1Cn3NA*=HcWKuabb7Wc;kKvE*=Vq`n63F9isK}x?C#<>;`4G znCl$ONM1Sf@dO7pl+&sX8#y>@l!O9R4kDNpuipJ&!!l3z%<89v1KdTzbix%5x945i z4L05=W&~@6vEglzrZMc##)2s;0ec%Zb{%VGHp#Lv=e05-k;z8$D?gR@?^xi)&2~q$ zvOvig5ZP7Ff^NTdgJuZ}N!il_?+8EUxpXN-1+&n4V3neh2Mb?JH|0(`uwW41tPrBj zg1fDr8c&3U8@jzOYNwe<(ELDN-^0WqZy%e#wM+=zEB+Xt$^`n$#Ekzv&$Ycu``11u z7S?<hXmDmi;ntnb!>gE3f6um&S7G9Wn%~AR940JjyBcrsF|p!uXNBn-1`0a=&_tgz z2)A|0=KxngsJ}Ha@Ve<*c2hZn=pn06+ZYCR`DZ)6@@7Dx<4JM;CI(LO4G);=G7!&S zDY8VC0ild_6GL<cEcK)P%J~>5v^OY9|3Sy#h<St8FwrSr%3}=LiS0LStzW9>__(^g z`X1pCugr@7FyT?C!N_5!lXOH~+EMY>g${L-XY6`wIy~KvkA&*dv5(vsrpuw@@3kf$ zx*)M#p3eXICk=vsY@g@#(V(TgdSF{E4YWnWO8hA_ICoMj5)aa#l-lSkW<_+2@a+p9 zcr*w(p3rYspuy#{Rrd`h4SXpc?@uqJVQ<AZh3o+;ZaZC@Q@=@t-}00Fu3M;(a81!` z;ZPBq-dQaFgo6Lt%9S4#P(TX~Zx4y0pe>ebE#W~yxTD%?!z~o7UR8Sjl_mvmi?yYz z2!D8v)9TH_6lA&WI+iq#f~1^>KeoRiqu^3u+n*{jQZ6<ZT!<t??)$8lnll-XmmcB$ zHX@^^qhfx$I2pU&?&m)-O~U>8nyc6Jk)Tpkn<v{s!jse_jR%)V;A~%<l@dsT+_|CS zf?6c_+)UgQ^H&H#S5D9{`2U}`@_$BOsaV;*SA-vfMz0HdO|kvcufom4ro?&Vq4b;8 zgg1A>wlBysfxV}3L1nZt%0dG_G?^HKeB;~o%aca<UA*8)^bI3?S|KD;ZDfSL<#88# zXASY?{0?vV7DH@){^QQCL_^GQZCdZ|GsI2f8O06GhR7azF!yDdA;J<gn}&uBAh&OA z<Kh4VkT=)$4G!yL@@AjM-q(6yY%;u@vzF)=TeF85zjfiF?%{lKTo-QXJJ+YB>O$cP zmR#DTi(s~5z6e(rlS`(a2bAhy$pMc+8z&u{-B4rOr>6sh4+q$X9`m5HQ^&4&FAu9! zUu?L#g$H-dMOg;YJah?*m2d9XhI`oEdCqCtAbT4p-rcN?ht1yx6I8VEbZ`2Q@O*6q z?dLbX)}#fEw1koQTeL7HY#qYatqDb{LweaEO|)D#XlN#B!e+nA<7WXH=rl0Mx7XLe zPPZF(8*iy2^S!}e8*_Dhh%Vi|zgrDzcQnGM_oyN97-Mmbq#BA><(j!qtD>R&LDtOz zRdjpS*dO|%g1XqFu{~uf5b;*o9dcX+u`kRX{rlYh$78R+OB@xXd~`dP8>x&K#=EH8 zK_#^L8=Y|?d}(a_cF90N37Zvmn&tK@!eP{8Xe3(^1y1rS4U84hXR<$f&n*QsH*Yy; zd{_a&ZBZ{s@(S2%+FUs}A&=w<35lXB@;IJ0h$wY=a4!zKRgKF*_Nf0J<8V1h)F;xD zxpH8CI@=~$EDNKbr|)ewlEsF}Z6uwCGSF4hxe|I#1|IkwXQLs5BaHU=ca72z%IUlM zbfYxl$HQIh7D!_@WU2W#BPmERB$gJ}O5!5@>B+5ulK2|8KKfj*1eV*+7>G4VpocOl z?EhUH&mVq$St2TqzBE(S_A{b5F(jW~zE~8W^{XzzR0LH|EyJp>31h9ppRpDVVVwDV zJ<*9F4COuczhYi<VI?qjwx);+YlO9t!@0QgR@XV!i;L~wbE%<(E2E+HGMxrooVpMq zCcw|dwGKA>^&bv)b}ops?&6?;6hNdk2m9kPe2n8csN&V5^9To<-b7pNcjX|qEMcSM z8V+>F4%f<Ca}e_Ayq=N`2iB9T!Y;^j(68{RK#-3EFT;$XZ$H_P9rF*|NO<F1;%>pM zW8*SgOyNQ@8|Ft6CaZU_@hIu}hP}3IyyPq_(llj5^7n^~RvF^B@{P{=KUrA$&MJHQ zEem5G<&NFyWZ_er^1gqaqJJixv^ax>bKdu4bI-6q4P0Nao9GoCu4$v98w+RuOgJ>H zBs#|N<L=!`ETkRKZ2!g2g2>r~MSJ?0C^a2e#{7>7e|z%Mit9`aQq6h$iGC4znBcu4 zn2D1E3&v|VGZDT@wlQc06SH+1^*fB1xZXKsvRs{sCl_s4B9ctRj7N69TFiu@=jExq zUkv2jNj7&LWWdz_O*5VF=A)MI@jH18jE%otu<rr`tvjyDj(RZg-^*R|3+x%-T|M>D z!-RqNYxSj?`5D+rTk|FCBOM{8Rm1CF(NPrYRQ0lw4r+7IskkIMSnukK*Pfz7e(ra= z;4Z?Gsgb;QPIMf|4Vk@RPKQ}X%Yy^zbf_L)&tQ}3_*1j7x@wGu7Y^zVVtZ(4ve@%? zBhfcGf;SxX%4oQEGic?)G#Ua_whc6#rXlW_tm$c@Z;C(XXIT<`^DNFyi?ob}cp;I( zA38KVvixxEg)9vc-QOpQX~g@TNxb#zI~7BmOI>e9sVE6fJLYkR3fb{x^~@M5zUNXR z?s`zM(o1#kVM{7Lvjvr`HK-t2{aU+Fh>CXGgmZ~Q6g=9!fBB9UVr;4FS1P1ntCV}v za0CS|rfpB+iS9{zz9gHfMZtHQ<!9fpD0n%1oD%<qjHBl=Cas>3aiVTsk<fKA{@yI! zP=1JvGpP>-m^?DN?=Icn!XQJlw*OVgZxV{DT-rBvkl?*Jbmg}k5<b*q#h=_mLYKe# z(Y2O@Ka1y|Gt?(xYfe~aJB0*VlvYK9(Eoid%;DVXCE<mp#Q)h>=3cQWnDZK@3QJA# zfdB2xf?K9Ie}qKQO(Z(y@cQ+YH;pmpSD`Jq)fipxT&?y98H2hcwSCoHBm5_8zi!Ce z2&;aCp+eXQ3ta>=qhA?f4J$9=Qk)?|X8q>1t~JD_FO$oM`3)g<LEq7-#{eQLt9pfl z3~)QY>7?p?eT=1dp7&m;j|?kc@$G?nkP0}yvRqaV?_VaL7%k9+2G>6NfQv3p+2>!V zmD5FpiucdPF&(^Lxc#)}JsmU`?8w>>po8ZP6TT!B9jHBNED9OqfivBj&Y#Ic-@#hn z$6I+wOnuc=&*P!#eS*<5J|2dIbH6Og*T$~Z36jHp+Bov?%IKJaHa7p{)^#k@#z;w6 zn)Y2Stfr>xY}l`bqpAnE(@I+S<}vs}v|ke{w*w2EFKc3-ploZI4AC=cE!9VIH6Ymj zJHf|P1N+PdyA<lwG5_A>Tle>=BY`x+m#d+UdvBHxT<cWB`(b(c?fz<rMZhiLd1`3* zEwF3)tSZ`;_V`KKslsnd%Qs=NDrzt7{H0o<f+cHH63AvMICAjBjkIQEY<v0e1=U^| zTV6lB|Ma~QJXU$7)TJw7>ti>+Rmw^@T2OIpZ@VHor(JR?gB8(z#qY7Rvm#P_f{xxL zE8?BPJoOK^6(G=Z+{VsU0h3M{+qyo;;}L~pSxmTcAmi%WHWPVh*hNfUnJ14M3R?u0 z^~zzbVfm#6sdDIf>iIo+lN{zY`M*z^kcGRN?b#FVvKa2F?0TLogMo@>5g$Dn7^=<I zT_C!J|3<mYdZJs73FS8ik)?@_7@4|wNeYcuZI<8EmO`v8hyB4t5>dyL%<qj7-Exj& zakgIq3j7CNh24-q+hXO0PirN>*nS~MyF?r>o(Ua%x<edir}o~67Z*pvmo(YWp<?*( zBX>6LhbXQxY}5}e6@~lfB7+YqBAAZ<swaL@7-Jb0yN0!e@jCnC$@7xJ$UY?;!)f9o z^!mMNr$jEMm^-2ugmUpacj?NLu3XgbP!^g47aDsl-yD|VLTb)9Rb(+2H(3T9*FJF2 z8qeFbw1XJs^8bFS=D<I5YG~(64t{L&iv3+rII``B>(Of*xamZR{|)BA;mEi4LoOT` zejF{I4-Q^jH*mP7z`<c_oeGJC9L)2Z|2gOt8@&TcCiCyG;rMCW<MK?Rd$u}lSbm0$ z+`*Q+y?fa35I*uSXdN5t=Y1+&O1Sgs=TYe~c{WT1jB<|)vT?iRV20QP3x`a#ccnD3 zP%ztcmPB|{R{7Q_@fZt%ulipvvS-0aoxdhZlZA;7t7`YkvrsuZ+(B8)Leq5vbpB$( zXu0u=&><!kd;dM7*UW_U_2Qhj#Y{x7+@EG&Wup4xy+=FGFwuLwT}U>7iPo0ap7%B| zQC_mvdy6g;=g*tu&nLP@dc>mg>?gvNr_v7;pE01>>%X<5l!3rQ_f#%kWgvL(an9NZ z!j-L!W@7sp5PaBuv&fEt&&QX&bmTEm&8IpxM|8}-Giif`Q*_uUXzbqdl8&nPZ~2+` z>A2UhW6RJjI-XYWmEBCH<4EqKDxYvV!g7xKbG_)Od?^s|#EOow1@ac>wdm-pI31!- zqocxZ+K|jgNBmsGy`ir(^r!W#yh(IRevchFrIUt0scD5h^)xg%S;eg)ylDt-HCD=| zA^FC_oj+n|*r4LhYY(E~@v(mItAsn@yPCc_I}jb?Fmp{CGz9TUWzq<D?khgGo*>-0 zdt}A&yGw}oU8*Pedx(nCkR?eK_o?X7U23xOB9-_%L~Df*&ZLm5Uv$o+VyRn$^NDT> zTv>~T*4I)nVv)}g&ZOY=l+5=?FA53{J$GDTK|#}N&sw$$1)n22+lzmbaku(WrcXB+ zMe9#3)xS$ddPw?T!AzoWc1u*02azFNU3usHPBJ_-mCM(xBIAKTy7w^Q%&OUV@sKwp znAG{Nk-AO7!}BARqj4mhE*<@IiEzfEalz@QOaJF{##cF6f3C%wf_A@c{yAa{ld0Qr zKfx3cN;~%}6We>Pcy(1<o4{^;RK&b_#uz^T_aHmT2&BKugCy4*p}$b4%16lv@eZ-c zL3~D_ubD2<j4*^nly*U?rXhAj&<ihpH$ZUn{BLd3`tS%n!GG9VA5JHwE4+vGaOrLi zCB8%t%a=Ch_FCxSozHEL^nP7fYcBED@zX`y@34bqy1Lj<Y4UrKfG%!p9-Q(S(7{um z?Bu{?9ki%F_WAd@y~5h@@;eqf#Q82obRSg*!t>eUIs=3sGy5eo&+?%BvrTPj01qb( z)ptZn@sPxj+xz;9HcDRetuE-%hLMh4&VxK{e2){l<r|<4=bn=RQ@Yv^K9b^QwLlwf zTIBGBDO#Yfic=u#Yk~44;#}ihO;kS;oo<oSL`H<&=CcKaBQZ-K|J|#Bs<Pyz^^@w* z3cvR~AWt1X-t}H}lTybs*T0S%sp=>!npm9iNDX45i&y-<s)mTsy6R|4HE_aQdeX*J zQJMEkp*&s{?t=riCDN)8@^IWtyP<-(aJ#=LYgKUJXQV~QA{C7Iwy*QgRYtjw?xKe( z%GhtActGlb66|_}jgk_Ta4qLds;Gk!%B<}3eI=D}YfP^6zi~ypTwq>Etx$v-ye*E0 zE26(Y{}f||A{JdQ8F~Cs0S|9|9qf!&z!f*Ib1te1I7E&u5w4QQn9-rZ>zm}!d-<D~ zWQQEaoM>YjzH(STG~Rw>P!@wro;Y+x$wDZ(Xak)gi$+lw$ta>%j{IJyvw5uyXwDg# zU4NwUNOi^auq)Cy@R{bQx?UQl+y~1y&Pbs+X~6llsT2f%25Ya#lZ5$x-*0mD5*YYU zG$DLe0t*eEZL)Khz}psstOX(x5D+R#FB}j<WZzFUj<p#2O4RJ6dPOl-s(vlNNE9K~ zbtg5;L=aKQNY9KD!KGv3Q;T>a=*P6xK!Gs2Z<Ok7p$X$!fwcRk=Ufy?Z@F1p%!U1< zj@$p061~#6Y^lKoF7nOSb)9nK;#=(ACC-jq#2sfe-qzqkbFJo@2zf4MYlfHoA-uWd zS!9!}%!QnFn3c0A7kd^t$xP1Ug84A!<<n^n8f3PFukGf5FNPwTlE*<y;Dkq7E(fYc zj(KLW95{Ercv9}mLAT*`qj~r@&qb!=gg6Jc|M<0$XW58uRtR3#!iLBzJ@J}sqGu9) z*DMWX<JHLBmYVHsl+F#N?_0yhPammsPb3JBnsk^Ui`X!Es4->yjfI*UlllMVK^DCq zRu;=)LFlPyaA^b!5xYzdZ1!OxGw{vcpLQ&$Y<(!6rpH3Ejn{fTHVdBZqInHpnF#wY zVz=vaCOl?pEfw!GQSijO`YF*d{nPvx&s<<)|J03p68o7jd4K9#hZ7UzOP>S%O_)ef za{VDBPW)V{li$C2kmkGQzsx7PMe^IBtuC(__`RV9icc9B&2m&~FJ>SziQnhIMFuA1 z6P$z(GEmolt+3aPfsNYi!TL=Me4Y5<dBTi=i2pK{x#%*$ytLeI5t{+q?pk)+3>^jY z&h|!+(qTOnCFMOp$DE4)TEV+?tY6!?;p!zijLv%9H4LDmG0!+{#+i;oN{8Aztm#-3 zYWpHkg^r&WqC72_bi8<Cn8EjlhNC<Elv2BC5d80?io;zRWMWf=mX{FyBByO3kVHdi zbk?4+C>jp*FBUI3L_<RFkF|Cih~pNEX0wfGU={@~`>R3&%PE1;D@?=I{e_-QM8~M7 z{VG%aMTJfYHTL}g71G=@OYE;vF?+uK&BHxZ=;fF1^fITy;N~1jTZW4J1s@BWzEL3K zc<aK3`xMM(Q-l8tqF{7hQ&4~d1vZqd=S$>>UdigYeQcDB@PncyZiFWqj$&de)nxog zJwDofo{aUy@{gSD$w<rWX`NOk;|TYIbT{G1&RsKI`O_pklK8=ke@8;m!SQoZLnJgl zS#!<o4hb7e_9U4QzRY`l>Mc2q1p9q|gR_E2Xo--0ee>x5^@UGqgT#MXrfAx9S70wO z3YO2m)t70C-=$9<h>4oQ`k+`@>6|f|1RcIVePe{nYKP7BB8}isVBme)#t4Ih{e5#w zjIboq=xF2{L$E(2bbcx|1bN*7{^1LT(7WnQ>993~d8czgxsD;^+qf}zzZ&2mD9`yl z3?QJz89Uuicyst5?QEDn1W4QZGJfd6Pv2-!hnpTQ{21R7NzudE@n(aTGrE{ntN)m% zp^KX97yF{ib&&kv#ldAhI?(=g+4A>h9r)>abfj=~VAHmKZ870W?||8zUH5qyO)GyK zc#;R6yxXqBx;&gX`fe(O!o$jJ^Muv?M5jb1ZxM*sMs|o*n7^SmJaxPKZ3MOP;=k5) zd#-7rV|GzTudNogmq%_MEYk$L{K)g(Bbr#;-dXmhPy=<mt#`eaYe1#r!1fbD8Yti4 z`0+@&I{0FD7pyl|hueZ2mCfyH;FH}#ZOc=Go8QnDO;0t<l~i?fa@F7;ch0Z)sVZES z=a-U7Rq?Y+MD^8fRh+F9zPxQ(1*P$vDz!!xIB|6>w;oWzfbDS2;e{#)*rGl(bx;|H z1#^cF@RYIn+-fcD86|v66Qq91Rl@1o%+rsKD8YCp%<6@x681B+Y#*m7;%~5icKJp{ zT&ta}*ZisgVY~ZFB5D*M8CPa_z+V9kAsNMAzsMue;*4)}lRWxO52xKYEf4qh;ZFxN z<-srDNOq5rgQ}}V#?G&@D87Hee8N{2r&U%i@i38vvQ3~!)_@FxwlyuuI!N?NrmVl~ zIvGsf@jI7Bl7Uv$#~W4s()hkUyly;E8adQbT9LRk$^>XPg;q&n?*m&tn*d1&=j`yD ztdzif?O8YP9THe({>#j<R2(1k?<rU>6GzpTn!+tl#h?+-P;q}Jil)WqUnEtFB9J<J ztKFXP<%86a^KTKnzAAk(q*(-ZEprK9cZ<LRQY8Tt5tyI*+-%k;jN=!qZJRWN5&Jyk z`uR6p%>C-vef2sQ?{d|JKON(ub7t<ap&b{tk7Amx5^j9hpu79yGA{c1^5QwRggdvc zH>gsH&N(MPKl$G}VGhUc%!P7r);f4e*bWXtNL8wa>o};Xc+&XTfP;$S*<C?|7yn&a z->xsn!Tdl+-5=9zymk2G(*BW+xyhTA#UpIuJS|z~+0Mqq!et6tjclw5SwGg0!^W@p zW&eA=%7to=xcU3p2wOcCQMrwc8*-mhO^9A;`DvPPo681uu6NvXJ{yS(B+i;lvT&5k zww)eeVY)DjUEIdPrGsO`fi)~_*!;U@DuIRboBAJII?95Vs^sQnZY*?9{#QP*l7;=z zhC8CwSXic5dS05uLX|;g<I^c7T1K`o;$Jgyy7;5K+fybSJWs6<s$jxR{npxu7$)>L z+t`Tv5&oo39=&77gnIhcA~QuM=G}?C)+@-wFIDA?fH4MU15E$WTNwDh+^YWHx?!WK zzc>l03<#^`E|NXUKvGWa)gi)_9XlS=VplV8e1k;5zxgZEy1C)+$qXz_z4Y|pJ37j9 zxNQ9=bnwT>OwFsNgReP&(Rzc9V~><7GcVKe?Sq-?-cUML2p*JMd4P@wyWh#n5&fd> z@Lij|gAVg*26Ju`9XV%pM{b+avF_T)w4WRu;vSA4EeU5_nWX#$ziBWYn3?SwrQy@4 zMsD~+8oqBo?BrifLuabh+SNB{NZBsr_A8c#*ql0<qJuP8jVIAOh;CV$vnX}>N}_9q zI_|2P5S`K$o-ry-!~SnyK4;CRL84i|wZDUk2h$ph!}F<7PP{dxa)yd?7q8yTUrWWD zpqjde1{KuRKR)sCQ;}_Dd7*8Dg29Ux%a>+TaDBDZ&7a{E)cki|q+}-r@4k)ruHjK2 zT((<!0hNNptgH{s-^uWDP?^dZB4gBUQ}@n#GA?Im-dtKtMv`!PXX8mS>Y6<H_pBkq zVfVQ7D2t5S#oNU8JR{-pl4m`OlSznL$$Qg&l7!~15?+_LlaTZC#*SaIB#cn6sipFh zuv<kr*7>?A^u%gvSLK>w(a*4hg*Qy0>nR{5N^F0ttC#ZIXA1H&`4IgJCW!v>TGmX! z1Wz9w;+n)7V@VWw<sK1Zye)h@$H_B-r;WGqRyQMj$#$BYB>E*?gxf5WYKY^W>;L?4 zHN^0hTbV6thL{LC?(5%Y0Q1E=c8{1Dpy0QD_m6gcxa6d}8n4mEY<gfx=a?SwRVKPx zQxEK8z0FBIx;Q6VCtMY!i)Dp3M{>95qR=7Cs*|P*!GIIGmM?YidmlIP%M~4XXdd_L z+M<Jp3Jz8u-ti#0ZQ1tO0v<#k9>3SWn}=t7y@C6=JRG(oXP7_J#(vdou|;Xxn2DJ@ z))1nNSDB8>lI*qNdQXEX&(_8wA6@;U#aei+Ap2-mTMPX4#Z~`$Mc~$b_Tv;yOhzTD z8nHAn^2Nenewqf%*~2O`RvH*x(I#Wnt_~3o1-{W_bqq3l%@g$1F}uFVb7))*Z5?Zr z_Y%G&dTd`6Goy-m#aE7X$EZSX{zkpKTB^8yTD95WvkF9iyjHR=S3yo*dk+686>N3& zx^Bx;LB8WE`jug2EQ=#AtGTWWqt_9w?heXu(i>XhOIOCdsPW?|T}qglUsj)SR0*TK zacVmhm9T1yt9Wa@BA$!hA6a``5wWB6?a%oXF+fR=*_f_?CH0IQXLl&zGVe{qjwyM3 zG_PxTd_x{jy{yNVo6947YmJ7)GdY~sZLxAXEQiPBSwEJz97=AP{R)ehh3BFbJ;_X2 zr0sj>^!SPlHgJXflbs1?Tr1v<{FO$?e>`vLbZIQp=#SR$m4<Z~pFiu16g(sMTq@O- zg4X8;^*8=VV(y!a)88ry+{&j{@V^j8wx`ZkdZsw?Vvc@>nK+IeeExSoSsWDW$Ex-3 z#qja&Lxq9@G00A=JW%yl6e=m}N?*2$BHHHO_5DXgu}DM&cbKAhJ<VJc+#-T)<bCWT z>qHP^>Zcr%D2$Xsap$93gwfJ_pY{G17j8CR3uA_f4tcnK&Hk%gaASjIZ5_B!RsT#m zA;ZPwOtZFv5Eq;83|6*&=O7_OBc!#0gOPW3kvo$)SY2^6RXBnJqsqOVnY%e?UL+V7 z?ZScF8Y@|CYhwHzox>x%Ne{m3zjQqZINvJYt;fN#G}|2>!W^(qF8==g7aO<bTtfGE zvk}DP@%_6WW=WD2tIA~K<MyGO8zR{7*q-=t%!du1yKb|~&Dj{~`LVZ*!^U*LAfLl; z7ACK|@8yoOu<QMdeQYBOif>Li_r$R<e7R?LR3HljFa2-mxUitrC|=oO&O&yLW2L_$ zi?}Y2nNVP`a8GgLvk!Ajq_2_jNO{ME){Z}uYY9gzN}EseRWk9ZDw`BV^osLOeJk!> zCgLuI*}U1x#PIP0Yc4NmV(qivJ?gSd!VS}f(O(&m(OdAJVkZOH4<8(-5S|2$g|OaM z6Z;R&zPeq&fc48BkLVNzq})$??>^7K&(1wk!-Ojq7gmdA+c1#q!KJzD5#7>u)N}!d zflptvCo(4K_$=XiZ)ZOp=|^S`8WFzO-ij)jEF-#QTi*4;6v7qBP5yonbQn1C)vN5I zL(;rA{k;Pne`1CF(~an0Y5az(6dha5UcCGHgNDCf#lwsGY1sECNa<)R4O8>CI+>Kx zpg(qYgqBIeTIZUheMG11I$7~P!=HvNjG;e=-Dt>GuRLnKo`(6t8}&6-(7>zn3;n1{ z!?>J=XeE_~=7W#EP^PFjLwDQsypM|TDvf8yDyS&({o?p<9T$<0`SRn3sL+=7N@(|@ z;#y_V;^0+Oy!raEYJ&<Du@`945@ag6wnl7jCS1{R+Inszf`W19T?2<VQBXEuB>q#9 zg3j8Hrwiv%AoA_Y1gC-w1@)Agx=1qkHy!>OwUgNPEZ@yAB?Gg{r+dZ8*lLj;AO4Ai z@$?0%{KX^;VDHt+a1w-+`t5_fNI2Xr_GGU!39-95xhnc3$eCoEpfLaEeK7Vnaj~6? z&EQfx^;hnPDH_fkZM*l#6yi^oZMt*I6edgWSKTMv@w4_-S-r*-Gy7ZKwbU46diPkY zm!UCqwtoE)(PV^@-{a4u_88$)mcRZcWx|u-b4KikhA5PHZqjnz5R5Fn$S4~_7%abJ zdQ038k<z!~Ml%fXO5<b$cR~;OKgXY~r0ZcSn0ko+g)S7nJT7M()Wxt}pW1h2UA%u= zzDROT2TW3oufVVl2D7B-bfQ-zhqcG3XLP{JlL{7f)xk{x2hAK)9lQ?JO*;39hw6JS z#r<tOU|HLh?i?OW^gH5KMDV~_L!+O!;o+m%wxe5>c!=fv*S(p<gC`%8v9d)Q0t;_T znk8uC-gfc*!lwvt>_u5(%d|n6?5Z@|r-k7YGlONqTIlXBGz&eiiQ2}Z7}M37*duAV zG<Z$}TdzEwr)R1GeYf|OA^GainGo4;s!fdfyttVWHKe}Fym28=4SBnJjNEP1;4m*q z)`zNw(Ccm<U9qZon_BZL+CmjIq~!NUXI1dvrdZ4KWEHd@d2X#_qyjmgmlvMSD#K^- z#@N|7Wz5?s;cu+0j5~kbT!$-_kjFlqBzj5-)4L8Y3DHvmCr2jh+qfcT)An=~Bq~BQ zEGX7dK@qNR+BQx+R6w;5d#A>E1$^~A6jI=-fCX8@(Ul?!*m;#BD=;jN@dq*fmqX-n zZN1;AV6HrZUAb@6YUI#nd-$o>F*zg*<cNJ^${{Jd=|V_?ESjuW)Moq0qVulySc#M@ zIEx=`8LX9o{h7_zjl5)FqkbpEdrTS;aW#J!;nLu?{|%4Tk;aO4-J-)+q#$=YFmCZK zNu2RIXdn_UfihmvY0D9D+<j5|wjfd*dwW_M_OyxNFi~^YzKCM=_q%PwQKC3S+il5` z5rt^!<=-g|BDmPRq1CZf7?cg#XGe>L(Um8D?cevUcqk2&q{s<F(vD(b-^s<fJbN<z zAr}v<Pd2KwaN%!~qY|3VMeL=t<<TBo9Q%FvhZ4~xuIn9E)oXJxvO4+lH=<XPY7>Uv zF6DyXRa1;A$c4#^^7FE79PF4DvgoShz<)`C!rK}S%9igtAD+#@+D&#nR|sDO!kusa zG~+;cSAX?#3gHKQc0T;fhMkFM2DP4z6H%wPyeej+d$xA^QVJUd{OSWM2tNew342xT zU}N<U-DM<QHsl^RL^p`D5iapW_xD>CUbc2*q!Jxce?>yUwu}Xdxugcg8!X6fo6+G< zVPTK=7gla43pLFH+xG5fVKlot!(;~wB7eG~rtMg`?|%ATi7^Z0TkrTNOIRpxe;06L zoQW&Rg^%r?F%c=a<x5T)6AcIF=A0v#xPRT%ZDJP_*_p{EKITjW@76Y<$T9J#=IhTB z-x+vVpBMVGnSqU0TQ;TKV&K~FfvLl3ga>#1=Bb7;;2;okq;C%c!H);sB5WC8J;_Nu zV#PrC9=9BqWen6uZ=fryGJxmJ(@g>lFocD&&wrsKGAY4wT^}8)>ssoB+vxb%r}t|5 z9vvsU4U8j`=t%Mjd`coZq$%qAr|T=|n9?1j?A4-!>D?VfqS7%D*4OiTmIm*&)(*qJ zXwVuDcYE=ThCdyO@zw8XSShl3c}g!0roCTl&Of1{E-p`SPc043ejN<60vd+2e|(on zqajqsQKIPt4Fk_pTSDDw@O<U|)OZyQ{rlXH2x!x=$s{+cjzfdX^Z4UGep6AZdx>8A zl8R%(n*yXSQ}Mm**9C_aR9F}-oA;1Jh3|qdPYV80VDKvEk<&{Gq~7uetm~j)o4LkO z!&1Txjk}4t$0_*a9&<~_lGyKkb?cNo1#)xBZ%z^&@;i9_)7CsP{tJE}RuD(V>Ej78 zo_=JkKm6m~50Js@4Y2>BO~x(0zt{h&lfjNq=437*<LQ_ArXfE`h?~xqIq`vnbs3C| zpf@CZ&0l+LQws^yOy^XELK1Y}h`bt)BVkRfXMKV@39a2qyl1Qarz<~3zVntSn1R%? zHDFlU3{$dc((8rIAh@xhI+|*R$gl5ZTR)hh>she(2cl!V7fi0f2NS#u|7meb!5C}X z>NKU}jUcV$QaAX_5I-Hu<PL2odSt_$<F`Z%aU$YP&e$abNL?*b-f3@uy*KxZw$$oF zcT;$iWtcwvPrr0|YNQWJ(Gxj`M|yaw?cN|gPY+K5XDnYF(1q{Qtm0C_mH)N|#MTMu zqLPx6J^!-~e5`6F3`%tH+{j>lD&dOtCab?1&;fP9ku`zJI#4clb~sGY!O8C{?<95e z@L9yuvMzxKUByq!+Sc)))Zy0XE6W4FkMF4cv^HXl1Kl^=(Z+n|wz$p5v|%{hw`RpU zZERDp(qAmD4GEK8@5i}Xh&=2&U%_4ragiEH%o$D0RPmo2_18pEN}|CBNll2)PK|Fa z(!k%NmF!1K8dxsfby}fR9Tm|Rht4Ug<G`$n=iOd46#x06`X)mS8<%=<A|2Eq8ClXb z|F<eyFP)2{w5g)M`l9lV4XUsUG?+KdQAOp7%@=r0Dj0iXY!+&z0%2+0*oe={DEu#J zf5=f~Y(G@##xYXH^=j^Qs}?1sT&vtSx=abxBTjaqbBcH;f-I*}MW_WWzq!_%=oBgU zVEU{A8to|c3rZER@tdLVgpC4>AF!tKXbKq33#nAUB@dmwJQpuxd2HB~e0%S6Icyr) z@V0Z097btfT@}J|h|AApOuvvtFki25aK0=Yt9u?kH<ZOf(%Y$JZ)G6jv&HS)bs6-Q z_l)%ImO<4e*}m6AukgKR_H1vK2JG{ERU@TAWoEATx0J@tx`3-~@1!vP*x*a{tR((p z7>QizlYoit!a5pL0`6<?-&xrph9ZxeXZb2(sGcMXiY18Rsd&OhOo+fyYVp3!<|3Fq zvE2COJ7H`dd(m*>k}%d=TH5_v-#9rzYTJBMVysfSapK=|$1kOZ{X~VKnsBE~eTgs< zv^IsF9pWO*c&PyS0T+oa=h{6}xRA`1uUs0-MQE23yZ0y;?nl|Wd)x?*Sot$tYcA$D z7e7f;;o{AH)1xL-E)vw7{*->^;F0U)%Fq!GDo@JZ=YPO~?Xo9=Gp7h&-b*_FTR;EY zsJ>^G5(l;S4o!_uvC*J9bKB?<8<o1%-<tB-@XeYRl%B@Mw!jSqGRN3hHDa9-u#S!W zHzJE<jM!LT*Ld!qE321I2n8%+L+ckPYTpPyLKmGMe8s|i6`@zgMMQsCK1sMA!-A$I z$Y)QmaB^VsndVLw7Fnq2{(CO$!=s?-J}VYZ8)W7NtFiEYbL|9|%7WZZ{Q!Oe7EBJ< zH~RGw-61hfok#S^%!%_C+j5u~dFmvkbeM_$BPL#totbFa7P~FVl8FLSa<z{s6MBue zw7)W#a2qQ5<UPhf!|8tJ>OKZ0dTpuo#S93p4f(L~0t0&=<+Tm%W#B+*;=YUa3`A=z z{NZguylyn7X-#xV1@B;%x)K8)GIR`oGKl^2Ki|CZgO02QJ&IvF9nOdP#inZLDC1ns zD$As!ZOceWPz)Um9gCftPSSC+M{(ZdRywlPG8eV4ql4lW8F|5wj*J%l$uPp3lo^$4 zL8`>@n^kSsiqKI#_GQn)fAjF?XZ1gLLqnRR;G^^o8ZNb5cRBKaaAWn2EaM^?5*KT6 zWin`}4T|I!PoY7_+JE<-SQ`9uyV83@i2W<KSYO{qgT<4r)YGms6f0)&c;<v>hooN3 zD$`Ie9(uW-OT#U@-IJvYXh_&PDJ?ThMNDC}O(fAT*|+5q+|#JwbKRcz!H0@V(n}Pq z6sX9^W$n68bV{Gh#UhPt3YJwz480<}IW$}s_HSJ<y$ec)zho(RP#Y|sKA(cT`jzC} z-DKPxyAWbpONP9eYUY<KWOQtGwE9Z;W3XW1gwGZ-yndT~y0egsGXYDN9U)v<S^Znz z_6Z3t$1|F(?~`!K&Un?lG!mk0P?>gsghSqsoDMsY;Ag%-Zyn*wC9}epHEJZ>Qd{kG zJ<k+R&XqlL$Th|BkmB?6^G&hK<wd2=O;aSjW0(B&Fhz9VMbTY)CJ<W48i_h)j33$; zuGCi;;et~W$8gjT$Le-n%qlj-1|xw(x10?TFY5iWm(LKFcfZSSyJvvcBi%ZZs|_%l zAo{%Mjy~L1xVQJW>A_j~RHw1E9)>9gDc|aJ(V`x3K68gIKBXG&i!sqfXlR4!>yJ8k zAv)C&{+|xEB$!Lmf^@L!uu17N105{SsOY}WuY;>;jd!)5@X&JTh)s7Q4?5dEWR3*! z&|sO$-{HsuORIIy7||u0x4$w<pT|R<Xi9a{BW?8CWQ=S`(nh{dLD+K-ZT!8l&DU91 z8^LiMO-E_k;0>MNw1jG5{Td~=m20$M!KFn^&eMW?Q;Kf%BTeX@nk?+`)r5%TdCfQl zO|Ue3Eb&qU8kYYF1Rm2s)CaS3OXt*4%#8Ou5v~riy}B>j$?9;NQdB<Qs0LfIX4c>d zHSCGFo4JIkhIMm`#Edglky$)PFV#{-^3;6=vmO<Evl(>x8>xam-O^=Vsw!wauzxu1 zyfW5ab6if*P)37IWu8cf5;QBeO*kbhq4T_($2TaUC@87CrdtsiIwwyp-lvGOH8l)X zCgIBDqsN(-6_8%@E-`tX0=69c=5lMX0=lGoDeaHsp?uIrf99+_n6$pf)!OoKJ(O$M zS1AYK6pu48OXP6z;)<;;g|g_{Em1OWpDf&>{iZ||Ww9*fTzuA)3`*}k=0md#Ry=GG zxa=r{(|U1<2gGC$k<YFf8<xhG&4J#*iA1N&IAujyNh3RBPy4lYDTJjjS$|(o3W8y4 ziq&!@G5vQw_v(NIz7>QgOa)6o{GhMsWVblDUj!<SE)hr4^CwNogf9_`!wt1kL?QBE z_Nk|yC^o2F7;&r-LD*b;vYmwpYGiyF_RYeOlTbh48Y7HMrLU}i-@j6}{)k%OW?_Ww zbP`N+7e?BP>w00%!Z69Ycg^2P7z$0XW@n{^!OPGbzx#=cw<o(^982S3>5~qb1fpY> zyp<q%Zso#0>d)$b&m}j#DP^>N<Dk*(=FGqy4mJfH$_viqAkEdbUn`1(C13bf7kG0J z-<ujLZ^glh$W7C6vK-7X4*IR3a^S$Xv1Z;38)|>IP40QY#=;p(HA$jh+^63k>ndR5 z&y6Rtj*)Dv*wQ>hKf*@K)9<9fwZ!og74?exY>0e_%0Dc?hPP+D<iCE|e!TC&ry&-s z0;S))>Sf{k&?oK4|5)($_e`dzv#?Ss+3Vl;N5)7uz5cm@g<YLSR;5I*#LIUKZIoi+ zi)UVE?RO^rv(?(arHhHPr`&#NJ|uiu&iI_4%EW?`ahDeCW1=>HwEyu|CIn7(rTZ^s z;=n1XmybzIY+N<A_~H)+#=>l){l|$;kz8$W)z3gsh;m@Z9R`lPJ+`)i@TFGd?CM>Y z7&xT2vr+yOvA_S<VSaxG#+S%x);lubQCHj;K=g~1`|m0%O$I_UtBq7-iT9;yG1X)k z@cY*2x0ua9YT32P=kpoJEWPRLJ3xopLq|v6BRWdC6{m*_=olRzJsciMhxwV&&31?A z*xVm2Chkthlfs`O9V-c6<aW5msL|2wI3z5*kdAf3i#$gsX)qb)IaCkOU>3oohdrcW ziRo`c<?A$}KP~eXB+^iLfVfn=NW-qR<Kb^3X`rpY|0H)m4Q*EHcjEWZ5WUCZ^u8@L zWcrBhTfKq?`IO>}1!^?Be0w^knL$Iy=F<<%=cxG5ZF@exnhM6QK|ZS#D(H^_%R9WN zn5(;NZK6WO@Mn)-cPA)>Pu|-l2v6c}eG<H~hXP;SsRN!46j*MFIQUhOf`uup(K0~_ z?#Zo_JUB!~T|kkj<r6aUwaO|)ipkjasIxSY=ooVc=~WW?Wb}^S%r06)hDBv`4ZWTO zYlqps?yDpOW`t1w&0|?rQPOJbK*H<u)di+2NXRWvnN!ptVfbmoPtO12KG=WlL)MAK zrg-p1!mhT&6ju)X*?XeQ6eS`*-Q|d}`-X#NK%puAN_bp}^)kWE&8u_HT`<Os^Csno zFOA?UYg{1dVuUlF%f6ktY>2$@MBk{d1~3Y#+-AJj0Ds<Kuu|UumvpkstjF}xH`E$y zcUB*c_MdKM$m=71XV@{Pi+T`Vb9{lZr5+S~hN_d>b&*~xv*)a{F2;GE{w|f)#l7%M z{s=)`T>11XEu=>WZC-UtdC59hRF`)D%4Qw3e9Bd(n(Dx`FpN1!(t)rM&EouH9`3x_ zu(c_MhmoW^Bcbbgu)4Y9&X5)l$#lyc+9G0X*cg4{KW)(Mcieh$O&ck0^v@q7wb805 zaktb_8wag6g~Tdr<52hQ1nrMnNH+>l5DV4<>uki|st!%G>@>X@aYPf`%d=lUe$>FJ zU$ygA#A!fT@U!ANss=Wm=0&J`t7A!5<f+es>ZpoZv8Vfi8st{VZ!Zc_!$r|lD%8|) z)+*+e)m>Hi|0Kn_xTxYlL#jUerwVTGqkmQ<Jejw`U}D1p75x6;@I*RQ8CS0ia-Q#0 z#@6d=AN(hwjAwr54SnAz;b`GL5qiB6pxYy7aYhNhq*dfBrxcOMef`R#LJ@<5m!3o% zRs_q{ey^nf(J`zQS4?UZphNq)^ShS<n#*j<Z)+%E)e6^1(tUY+mDqN?iY<@JV#l%` zT$aP4tc5ARq~xF(eqD{fMi#GaU$;_>W%1?dVE@)38K`>Rkg<rCfoZouf2EWR+@{)F zmVJ^&uIo3u2Q|_#C<$0`C{7x;Z>>`oSSgLg`nC^~n9}gkN}cZ;CxvOQ^}ypONu26G zexP?m0zNM8SE&>UbbR}`^1HJ*hEg@trw@oBy<l8@*MKN2#O)pRT}0vZH22cxuOc`r zJ3p*2Rs=7(16NcHM9{|$eRM-q1UoN9dbAP!l9l(2zA8!>PpES=TU%k&3~ZD(Ckf-6 zho)A`7cS(JyOncBxsa30Uw*uwi;L2BTe`}*;B!hc)r#R_Z27VqWxiZU)a#VeR&(KV zu8Z_<p5#{U&)e5Oa9|VQ|IN3bgYu)sOYA#2_-V1W<WD^ZQx~)L`CsE8@!aR-GK4R0 z+T(LBd2qnjl^`Rwf`jpr5>mPx2f{heu3L~eIM9BYQt_VfWNQl9>>(TNUn{SEC?dM$ z$k4^piENAqyPEv<XJaN%XOL&g#!1JE!c7wY*3qwVNv5%JBPQ$9x<4#DytaIo%tsau zZ)}}xXlKD!^yN33G8V3$m6dxP#{&OFJL|vz7MQzCycXEAK<575Q)9}4z(S{-%i1gi zwOspZ$YvqyK*#I0NhY|W$KKmMWg^K|mj52nD^>oRu|AXu$-{z?oc&CkJR)BiP4r5{ z?c$2%noJzAaIJ3>Ae<5IIkWrU=kpc(R|e`Ch&UpidNzXr?fE<O^}-k+i|yRm?!iDG zCE@PB`(Y;v&+~hkGa!6z`)+x429&c?rSC5y+&S~*m-8DsTJ?XrsXe13VC=;w={7pt z#-d`_59#1?g0?-$r(-IYZ`-a2I>O#(8EYS)qw2Jh(c)cnY<%a*7;~iK+@m*vrGz6c zO1^J*E7K9U!jWMuM)XdkI>nqr2dO`>O-_K0RSTW!zI>;lfcd4SW0VH1ItnR`=$7Cm zzqT*ENrQtlYn+xu!x;<DEAP+H@TaDmuj2#_qz(5XFYTgXz|!uvqYcq54|aJ<8W5dx zNA~P1aT;1eeG(J+Xeg!3(k3RT2(cLzxKdAri^a|?&ufGul08;ZVbuRc)}4n#_5c4L zCq-h$>|@{eb;iCF4@oO2EmD>wOHz`Ak`jr~B1y7kCrOEr7Lm17mJ%fi*^-n}D!=po z>w8_l&tK2$HFM^lT%G&5ojGR?&cD{;?Q|2ty%jsxZBP-x%`?G%OGHEv)0tp?_AMDt zOg`*8+(gFuwu9%aiwT#kJhp97Dj5elF8f~bAcMF0&0#SmGOW@$#}5!*xpW|D`p-2I zlFGL23G^Z%r{vbvuc{<$7YHitq>y0BJe#<^TNrUKrY-;b-N_`4{Wj0yg;8m@`NY{k zVTgIE{Wd4M;%RYQrB6~AMP^3_pDg&_uKdy8k$yMU3>Q+1!@P;v+Z=LXeViG7U7yOn zL#(a5YkY=?86E8*bRgOcUo-xB1l}}(joQyU0k4d)R4($tHE(0o-rd)h^u`F@Sy!@x zjv3*O;=4aX!bVVC{l29y-4H)IS>KNQHGrw<@)hnr2EZTs!C7eo=nd~J5hJ>y6E<KR z^G6SonmawZT=cN$(`2xwg&sb4+h!_C=porJAf#zZ7x$esE8acP#VS$fZTsSNVLhMx z`GSEiGIM_Ke9EJXzly1Kzg~0kVCVa|=~6B}Pcl9nB-}FoPja>0DlXo9y=B`Vz{Sw{ z*>T5O4g_;|NiICYLHV&?3FUh^=&(3vI%>edg5c=Oo0o9#_%!JxuIS)h4%;Sns}5?L zIVS@vwPB}x&wsz3HjGL)S;s%u!tI8()W8Q?7<d$7acP$Dh*FREiaJej?x~nM1!%%@ zZmHY>c}*PGD=UlR)x@tbReP)F8c^FS6}DxU27dIs98uuaK=@k~p*OYa*mzJ;#?)OM z>ken^ZZ=m(+iT^An}^l#>F9CZ2iMfF?EI5YyX@4!Sk~60{z(<R)2j{cpH;<`Lo^!= zhAOmpoE2uTtDwsESK+jW3VzzOS#L2=f%&Q0M%h+n;Mn*^vX?TPSKl|dC_{86;urgM zsS@^-t_)x~DIscy!<IFCN;p!*ci>d9BErhI)H<0f;tR{FV(RUG&%KxF^*E=1F>d4b z0s{p+h?Z(rEt3aDxxTa9Rvv9xCn$_rIm9f57k{1{l&&o_)Nz#q`CwCvGD!{xq$);V z#>*lq;e@dLLRo~~xQ_7cGRUh^{`lgFG)lZ0-yM1`g%c%_n@+e(AwoK-NA0@=^p1>* zt&NsI(Hi>%|9o*g>tuPWDu`n&?HJ94@JUo{XjaBqF+4VTVyvJihJ~$lvI0}0C=YEs zoApK%OU=tVB9lb1V*a@O6<1L>U)Xu2R8<r=MVofJvqZ5u&*kU8KWxOWHhF5>&PL+o zKA)6)HqItL-F}<s$%`w>jZ280n7!ni8~ew?*b9SQAs<=j5BL#l|B40f8-eh)au(hd z2*}$cu^=LMh)@3<3z1s<4Ie{TxKMd(x19qEVPXMm-WjpL;_m<PSc`=(Vsl^5$P&GY z)!<_;WMQr6-DkbiOnlmxZjso}#OCeeitAdLSTUHfX66<XOSfeV|94&3x{$z&Iq6Ki zJ7}Wf9?Qg$TI#!J?o8av)>{8lory^|_1_oCOeFRMucwbOkTUTpJnAt6`LDwLxJ3+T zB$woq(im8$92iw}lIRb=wW!Bl2HXYQKPfpfko$AoF_X)H$550b7z{|hk6U(sk`C>5 z)l18t((zhRc>VPZIu>pcHHuH9!~ME*lUo!WJ5GH|-w;Met6XdSqYZS#S?=jssYyqd z;&|yGiFki9Z(GhR4J+rC=bRWLI`Z%0$od`{o>PRXKHsNd@17rTOo-liRe5{<_nfb= z3l4sd9cXa=d2R6WD&lqSmvavKG#ELi%RS_wLB}b&-sd9~mCwo@<O!b~v|-A<DWO7M zY%1nPDiuK%;fMaa4y-#luiid{3bC;E?m0&)rX8zP>a3_x6X5Gf)~90f?5(8#uK$`d zS@g(QgbMp(qd`LRL`T*I$^0hVGVJp5$*oru{7#!%Y;ltU5yR8}#tElL47^+UFpTI# zSKr>ueH3^E7@l?9L_v3?)Empy6s-3dZsnR2E=fD%Dxgil<i|^q12PnFKS^XhV^ZLl z&ANP@k8sY7M~cVqh~Ub%j)+u85lBpS^mr~4!QFy!U0xv(R0y!QR!)&oz@OpoUQfoO zTrZvlNo3;q#>_E~aLd_b;!meS#^tlu_O&h{BmVtkhtL5M__AuRYCI<4#i^1|ff5op z<RIgxr%8x2_i{e$PQtO@I-zTANuZgGD_U8R5YP}@Ze~QnnQ5JU-&iE{oj*RO-z1E` zeNT!+s{Xel|Nop<7F(XT#tZ{ml<(__$z=JD`ff189-H#zyzXXT9WVLP;YzsWWp7>E zW-}b+yAXG-&J_RV_V9dFHpR}bp{uVJ7-Rc*JhxNA7*%VSyzcjm;71SPubMMN)sXD( zaaTiJNy<{AiWy?!-ONmahXIrtZYrez)W@#1l5y4X`beKBIkoVlK6;)1D9!NcBX-?z zA>SQ6l)7@m-#Y0*NT{HufTV|2Z+=JpZq~)7z24`yUD5^FZ)9`dZe5txtYO?+u8a18 z*k^`|baBys@n_j5T*wXw$1h9fVnpl>!)6Z`9U_1Jx~$|Pr*YP7LW>LQg3Og{J}&$^ zma}MgIcUopoc0doAXdxa?qd%QvUR(JpIUIRh0C91uEoK>PPfM!Ms#qvmm40FrGww0 zoQ-)uv|+Vk{_CQ0ZJ6-7?XQw2)}A$KGFP-<n!VxURk{`&hglq}qncQref5}(u_mlz z-X1#8tpV|%kYn49XuvY8BW6#XIw~ERch80sZt=4G^51hLYfD1RC*G@p_U#DI4OcZx z%oSMF$f=<dfnLAbRbgIXd!;#36|Mm(&$PCwLhh$)*Ey0ZxF#;)eGgR7q*OlJ8KMHC zX0MF9S}O2PF1Js<LG)zMee(K7Wt{$aQg%_964spBkgPqah}{(b6)G``=nA@=TN<c{ z7fFi4lzR%;etcciC$0hv0up7bf6C*W4C%Z<gFM3fE9iky@(8Pc!>ZGghsu`3b!L5X z;LVr|{*@{RKILlhsAxI#vo9|!x01sSSKblQge(re5Lpp&Sr+02soQ>9%Obe!p~=p( zGO#0&!iHL<q3!keR-m9Xw(hgqJPj$NR#>mRV<U;o#hbM5WlLcHNzc6Bkbsv<x!+z{ z3Ao)|Wbo{dIJWe!z7<?T^d|h2gwszkY^YtXZWt_vPcP3JPkD-g`^+<etuKaC(_2Nu zh`yvOEes5I6h-@_(@f`AHvVe2NBwu5G3W4%jc60$6V)bVgY#@WF69$E>CQ&q&6RQd z)@-Qq7$!C7vEk{Vd~=5=8?*Z@M!SBnKx)-+J3h$5@ah{!|NDKHnBCn1c9#gJNVx7C zA-dAh;puXJKMN`z<X0toS=js{vSGyr7Uspy_CDdT5Zvi(6C}Zcox+;xrG#6givT}B zz`ySp-6q_k{b&A?PdgLacp19V_X)4aH_RlaFk$Ig>JXN|L<N06OXv`>*5kF_vziJ0 zyvdd3gkv%vJ)vsqGZ9nE>CF;h!ncsUdeJZgTEVXrlNuOME&g@HvY3JP=EgNMml#;0 z{8S?|jDgLO1CB~N7_edGUoAFZz|DC0f(D&|Uqk%lYom1B;2WqR-KV2_X|d~I2_2R1 z12Ve`=}4E*Q+<&~$DKj8LwG#V6ZzQ(G+#Py-rKb>cP$-Fd?AnRwCGSBt%%W<rQ?C6 z|C1-YglFPhZ+Q;T;IcS4aK4U)43|2a@hTc*OP-3xrO=SjW|7D}LW5@h_Y%r}qBBOc z(*rwc_%*fT`_<JnZ1G#9u-A}={M#Gi&E;t@A4~nLAxXnRY46a_gmW%?m-NIBQxRC( zu50^}3e~O(mT(mn?ej+bp9tRwQ^$9{&Y>dd{`BPwaYT=N|6JDhp(1vxpwO5t6?^uE zl<bqC!gGAph!hXu8=3uWuZAf|bQrvNyN3dsM&3=?FDRIA_%#+(LxH#N-tZ+vZ+beI z5!JyI{1vQQ5bH+4ssr}RY}XLJDb-drB|7svrSgY}76po#-QxEIDR79_+0y??1ic56 zPaZ4~!Hkz4M>9?YN;hk7kNS(CX=h+!BheePi?i!1*NH&)RZC)`kq9=Pi~F>OE`kRa zj4Q{-$haG^Kj0zZnXWvy&6`Te82TMh%X5Z|qb#oR#{e=s#ASM)6CE;owenVw6&WWA zesJhwWbnKH>`Lh)Vf8lKiQpCzJoB5~ABT|e;dZOJtP%;mH~qbNgh&XkjUgwz6^7g2 zc;4kT!pKpO3o=dozuvs*zI#Y|#1ysh%Qjsh=ARpR*-ytzktlDowsPDQ#=l0wzY}xM zhYf4ni8=b<sCQ_FDJn7?D)P>n;L{7v8%16dcvv=iTYDJem`1FV9ltUB*=b)w9vk6W zKk2H*b|a|d4qlNKH9}wU?Jw8s4H1~|X(^wFA^gew4Y9n2Fm%(Ju()M_XU8naS}q1q zl)D!^*rJcpFKvX8^^vpV-ArAF9?tLmYJbvK4~MJkwa!cGAyK$&ArG$}9;DWPU)!q- zJHu_;4bSUhJUwQl>69+E?pY=@V5^JYM!z4^#dN_P>gZVA!-Ym)^@9UBT>RKpej&!5 zi|<Zu?=ls+xEyW6B@J-Eo?f3FR?GqBKee?waKK6VL5(%zKz`=X`{mDdz#Z){Nk626 zf<>uXH{WYxqC|{JiPA>EqhI=ath9;!sp0-RsalA;HM~8Op@rtrj0aDOH8Ex(z2(VP zP4x3AU;k>ViPw*xKF#~AfiDS}TY}GO;P=JKH7a%*cpe{VnyR9K5s!tN91GMTXU~55 zTudE8t=0b9^VLB1J#nArpoYH%v0Hk-s6t!%<)=qZs`xx!$mrxH+_E@&IJ-;*da3t< zR#>XQ!kSj+H?E8~d~%xXi^|v=t^W7F-^m|UXnnt;M+rjxuJT9Hl)%1L`I-Ae5fy*W zpX|J&h|byrj~1L)#LKI?=`kx6ksUeN_Lk_(lYKj1&FoM>#;S)x(*NWkG8L;Mbc5*1 z7q9Iv4dvmQ8xz{hD-W#7cy{Q!9Ofr0GVQA6aQoTvm%&R3znrpKE8HoIx(vhFKPj^4 z3TJ;VGnPfNsGlJ1gbcK_zX;E~l*Yzp5#~giG~(K;&sNGygI*NDaq5;r_&|~VmMKX{ zUA{TZUnq(18XH5Nj!NL@BK>Wjk4fN>8>8#1kOUO1x9w)TiDS9+cXEM{IK0!n=Ud;1 zq2jp2pwJC59Ox%+{Ii$nja7N|CTlTBM@$*Vbc^EW(lbX?>O`?!S|;to9Z_)qti2t- zOBCO{cw4uz3FlnCILv*{#s{j=M$s5HLR|JW`n#}U{_Q(sE76&q3&r`8Ke6Da`91ne z4KZiWIIlm?!X)M1IQtX}_r5+jbapojtLQ<hp4$np<Zpg>NuC9GJ2fc~UU|G*bnw#* z6FZ+C9SQGc!lbHnseCOH(M!TaJFYYFIQ63AL&7UD)Z*nisl<F9ma+a66G!iU*=l;6 ziJ!es?f>p)g1V;HJjI>~)y?iD!K;YRA0zKn<q{qG;+>F5bVg#BI<xXS14E)+eP<pr z5WD5?Dv4_h1bLNlKb&LWEY&S>({2V5yyprBRxn_&<4*KGB?iVe&VT*Q%fRoIj)&{N z&=Im)(C1h;o!B4uOB>eFp;42Uv7~~I&p-VB-cP0DYuQ+(Wf0LF!P%Gx>*>hFoo|PY ziJoMinNXIaBhNv8Nx&!#b~}Ej_mtD%7;@gK@EQ#~4+}klF4DmFw>!rug78dLbdvz# z7r*`AICt!5sCeWcs!epHwMmMnYK{u47k3NKj#DvXySjVFYbu(}B!%b?s0a&^7kZLQ z1+RUAR@NmdymVLHHQGnTwgL6xC9YJQq_CFv+fYII%?*8MPDOgsP}W^DDss2q-kGgO zMbksaEPWxOE1x<u2PY_aA0}k{-}x}5FE2MZRS`ZZ?Q3GDQSi`7@?}LJ1&bd2RZ8`t z0O4iN4>?f~di2XBc~c7F3kw8q3sGR@C%Cx2Qv^Gtc+;H!yH92Fr0y%C8)Yj!uWTZG za^vQM?C+8yh&lT>t&T?oY~8xg1rubjYrc+5r;*`Qtgn~gPsXnXCNIN;3?b_y^gMnt zxCgs@GJlgG`go02$RG);d}U9qBl>Wt;7x~74GG_qcC0HqPD1*r_o8NNNGP!!r7zGR zA$jiA{puwoP*zyHI?yK!_jTu1^A`!@{>;I=(M!TeI$1Oly+;`Dj^ywgFB3-pB1cIj zJz+!~AX7fGgwgbG{Pfu=A&`QMS-ziya800ccgIarSlwQo(MZg$x}){e#57IzST#gU z?K}O(yd|dCCLfF88>X-?O*I@Q*2;=OF$D#txb&K@eS5VDE`=$E@>`l9cK)VYlfN<Q z{f_YDGK`_FG?}gxYJ}v@ajD}{MmY55>GRnLLx_JeJ>vPx09H9e+m&MtAXeboQA;y` z_@3y<%_;g=bg4X`W05{S9NPHt=xse*Z$5fxL{SebdQ7tR6K+Y6xbs!>n=V%6R2OiG zp6v22FPCl9MeQ}kh_(z}IG+wP@r%=iXre+?nvE{rKT>oGsO6%(CfQ?UG#3Haxmi`N zTo?+hdc2Log{PeFIm>Pi)K|}Z$i7Z^MWV1L-<Mc>C-mvB;^5kXmfl|)9GrTjqv2Ac zgTSt(nQ;eo@LpNP_mZLxPRmEOWLjt==AlTBm9RE4c@vE8RcK)?eOsN~Wi9y12k=!Y z5uI6jmu6k1iHSjx$eJUXXsa0ic$B4yQzDza(r#!#sW!$m=)49NZ?&rZ=%s<EU!@IA zQ|c&`FG?OyQ^()Th|KXF>UgF<D|pdN9odIvtwyHRU{K3<Lzn1HV8|xP@8)Wlr+(N% zUqHORLc>x!P!;N#66P%<DwvX4-j?pEg21vRCpXP1!y=FG%9bQ$Jep&4Q&g1kZl&Hk zxe_Jlx4X!(wUr<hv54~Iiz18_N@P#ADPn!m&4GJ|6mdPEM?^<O5l>IeZ}|3H0k4nq zoOIr;0GTd<^v6^M;B?$6#Ru}p9XmFaxKAF&57T~HlH}2l@aOo6Rykx>1{}8BCx@Pm zLBGcczpQ*0FlBp778W5~8pS{s2WB=@ChwC$=kf7pFP6yQ!djJ-z-Vba+ZV-eVl9nx zruhvul~O2S9bd#zk%CP6QIgX`Nt9nUok*0H#F<~mqrW|nz(ub;+pisx0LMO2$X7=K zeeHV|Z@4Xv@rGedZH_paItmtA&xzruUz&qYvltRzaxWLVib40ux?x|I7&ZyLCpm2q z#U;`5509qUus$}KQe4bNL)i4!3O_cIf(Db5RoP%};R(7s$%5$QmAiUvELe<tyvo1M z!nVwf_C8lxIJ-wBWYuM&7oiSuvF<GBEnVIC-+8e18VXZy2@7UR-}!b-F>$X_#=CHc zi39P;r8@OY6gpiK=r3X7(p|DyZUz&bH9b<B&oGg)ySm@_Boi|BBH2~0Oz?@WH4U_3 zqR4Wla``eQdUgvgpz1L3Tux}qloAttP6|uBd6|gFkuVn;Wx#J#C@$tP1GHNbLsX(8 zk--uk0Raqfb44Rodoob7`g0g_D+ApL#(Ygn8OR9D3O%VzxMlmMn`3|I$hg*+nL)UP zDc02%)lbLLP0R9kcF>Xbul=EID;=miV5d_{$8j@}&r`*8ly1>Ad7DeeyO!C9XV25o zx#6jifF~X9iy9`XZ0MlDw>#2|j+Loqxxy?uME_K;x;#aLiS|&eToVnCvUaA$UM99W zBDRAYLc{M=`L@~JG<^J47INI224~K&({fcB-uYPQa-?Ypxbn)dW1b2zEzzeZ2&ZIJ z-Tmg-OGVqJ9DdI?gg4sWWZ1o+BBqj(ORuCNHSYb|tg}=U4Ds~r3M5>Ups`Bdn+nOD zXSyVb?sQqM+C8|2ifHdOMa2eG9K6kIo6n)*zQmPnk@8eL-dEkRg6NJ?#CsdDSqf%_ zlCQq+r(mm7czIq61<D^BzFA~Zh=0#_R|Y~UIMsW8=%O<Py?RTFJ=RiSR>;jXTS~#T z^Ep9uZ3+s>H$_P*6v&0gmvxaS=pZTDjK2_p4B2JYFH;1jLsdt)Cq$55SA6`YwFs=n zOJo!TL~vzQzV`#7H}P%zQ@%@*G1}y^`!>-T_WPt87bi%tuV2<=^@xQ0tiL~}E|akC zq3GRuqBD|5Z!f*LhXl8&Pl+BINjO|M>?@*1LXzAsb{Clh0he64yeVOfe$CQ4)GZ8O z$K-6|2g2Y_Strn5@xSNA{s}%yal2p&HvzB6)H9}#zgC$V6>W;fq%-1qQKk@me)Q~< z2;%)DS$=w$DFQbx?7JUe3hI?bgP-C|ut7Fq+T)HfF8jpXZIm~Ll7L8SvaJzx;>O&V zX@-dX&G(#lmm&VOb|3Vo8bbNKc-TO(0rV73=59D@fOB2xVO6RIs4r1S;mg&>_i$(7 z!+Z4ckgQ=~FQAXEGXsgO5B0EVDE^OJfF9hkH-xlH>mi6YJ!y(Z4@~95No@~wQ8TyX zU*;8EO!1$WblRv3<HPp9%Q?DuF<}w3?=KhIMjnk(JGt1cz1sRC;gl<9Z;%&n<svtJ zgW~|vm5{-SiRL#Pe7+)8M=#)Dw^iW4xf2{r{Ixr>+ld3po9+->Q4S0gI0A0tI?#SX z{ZV~U2PXF$jy@#%Qoh73WKKf|k-ru!3CPz*sN&mJu8ubL2_Nxa_g)Lj!nglO*`tMz zuH%RFKWQRX<dWX(K23yG=_kqXYoeaIV=(HR2G$Dtom?iM0bj)fcj|7c!!$c}_h)By zObSqwbY|5MAv~hRJfVh=Pr}dcYN+AC->s>l1F8uB+F)!GqzW#d)vv#Ts`&Y8Y@J=F z3Tg`3>)n!6aK74h4UMFN9dA9$Cf+E6>|Hu?vql+nKesv7hbZG}fi3r&tTGlH+z^T} zB{Ze|nqa0V;V$13?R$<&xZD=EZI2i+ZQSCQ)F?u|O)zEuyaKkLF5eeYp@5s(?sr^{ zE8s`bhkty03YfWE_PHQR9=zTwU%t1Jhwk@f1?A&%h<#tVZOth;l&XiESfVNi@y5pK zzD08Qawn}Ix<?i>3#zh5Yh+<Y8w}eJE{my+xA;Z2%c5-thup<wVVOPhPRU0GbLo%r zkG+saSLS~4Bd*eDCjE>hcS%82-7)-&j1*3d)ZOaXD+%Z94;jU`B;Zah*gv*T0@v?$ z&rdNWu=9_AxZb!pL^c&|naUK$DgL+%mS*Cp>8#F_`zeMKzUwY}KNEwVO!{;~ff(Tj zZ@!)OVz_XWvF=2lDDtJ8+@6<-65cQzb=e_`GQKB8qr9SUO9?&steTC*o#$9)iEI>i ze@-YR`lFyc%$rE`r>LiLLxdU|T;Z#2B}9ilt`p=DtYd+{=mP1#>%|`0p7g)#%R<~r z7eU5y7OJcc=v1q-z~^Z<KKh*r|0Ve?UN4z&dPe>$QpH3azl-M43rzf56KeT>4-?`t zNqGsInYf*7%5b(~;>XaV>Mx2+Jo4ROoh-z}UN`w?ZhsiC^7%b&^p$~<MF&>hd%=Kj zD?Lyun}PC}-W?y$GLWOVIpo3-2D(HNd7Sq!pfO~mxx$rj%fga;@r?|uyv1b{aTwU= z(9~>BW1w?%o!-a~!Y#FTosYgI+|phhQJY0{=DEV<eKB+lrG0(K4WMJTXT`l4CpuOo zyI&3?yt3GI<hdc?l@nK28ibG2i2pzTeo8;1L32rxz`|M@?3-6+KPaT3?x=lkS{e=B zfBYIY5pF5b8ae*obBOQNJ-#vNLc>`%G1C%T8jkP??yy#(;fd47xbH$V2$d?A6n&#Y zs?0ZdTPGD3^t=1n_o#Rll$G=-or+=0`JUrvs4yzK<-PL=6}_U%5;Q%is2>S*T<A!} zkMj=OTCJ!U6}{4W*N6($XZ%RlrsDOwOP!iTM~>)f@8}z$z(wD_JO4kwSS{l5A^dXK z?!lB{HU(>aUL*`gP~du;=U?eT3ZnEsKE1t<f?dZ~x&&>Z5Xbvl)znQWNO8`2`b&|5 z%?DFnd=RH#s6ahsT#SMz$~8|1XhdIr?H9VUfCBc%dk?3Gz6h3+_9kSBz&3cG)sX0m z%A$AkEw&<1-u^N_Rzn0!8~XpL6P>Ynzo+6e;hfZ!b;rg>$Ose&G;Z%ELqAKh(J7CN zUGtsJKLg3g=ll)uC){I&&pe$(hfGF`(hfF}(DK!(T`ir2<==nKKl3Mndp=F7#+`(S z(v<_JtV!5W8S+txM1sM@A*Dyz|JRp7v+L)(-k3n7#7$kG#{|ExNTyD7n?UZ_boLPO zy4xF;YcDZZZkkU#@!AAtUh$2e>xk{IrF!-InxIK*jg2GWlglej0t){ap?XVh`_xJ! z?3kN>o6chd(eSI3BZN=V{ksCs+8N?U^y=HMKN}!!cy6zXs{z7KNc1m@*M~3bh~^h- zeO!Aq-9{_XgSP4RXPY+ZL5u#%TzEzo{F$|{3cGZXB^C5(ZwTR$i$a~AOLehT>U+vp zAzd^%`)*C><AP}%q4x3y7bjo-x-;d&h0B#@cct}QG!%z-PSLnHaCgJ;;TaA#_C9%b zp^WfH^g_wNiyRak5p3UK$HB*FS*n9F2d6az72J6^_%#t7Vx6pmneU0;FYVVshRieb zE=wJ3wTwK!eo`BqC;GTo6SVQB(0u#`O&eD}$}F~a)4~^)%Jnm&nz)j8Cp|Ys6GN&6 zl8cly5iF6-PPwK59g!1u=Jpy`bx@_8{|nI#n?uyAx7BfG{@$}V4|P1{&$8-TppNT3 zZ2Ol5YH$<2ADFvR4W<^Q4mk_e;IC;nIQc>q0*_ZpwVzgnxNF7PR1;N<rdMp3S*(go zev4*msS3V-*nQj4RRuc-yLx(gR8Z1X^KVn8GM*bRt=mrcWEp9J>5Y3zh{_B<e_@{z zyo}!+r&uVVjAS5S$*TmTPfvG5Tu_8~=@$7*I*KqAtSna@RluZA+sp3>3TS@kp_#6) zfT4_IV%_)Ukzyp7x|ryQf9ETq%Wvgy<kCsIu}nGK7g%=xo4p)PavOS2jmd&ivtzA! zo-B4rKcx&f$zm@2ys`Fo85C<*7v*Zpz*4)wFzvK7w&d3o1+0~Z*3H`~_2W{IRXqLa z*j_12ocvc86D<k$BePpq-$}qQw2rD_F9D(B8s(gK;s~p&`H_5F95$1o#uPVk9J$~B zau3msKgIiwT^A9D;-?NV!zwZKNV$)mOBIFWn-=RiGf{Yb^&2x45ru#4eEF>jHiTDn z@-3-j;~$TEVs0TDmYZ{Gj%TqEc045IXE+-fm7C-@ZDT{|Ti{d*(F>!cf~<v$*mxb; ztmyNe1<M_Up|nO8wsu3}S|JOndBSl{DJ=N)4C3h_7QB^|OqOqC!Q`vYo@y-?8f%v( zd$U-m$#$&xHOGW`r@3h5CnijEKJMi_W<sTpTl1lqiE9_BS%rjO+IMB?9XQWKXpqmx z<%D0_^L}rA=)y$eq!*QI!o=v@@sHQ&OpF(wXrYcXu>I)LZ;^Ej(7)~9qF2bk*PU7y z|Lez6nHKRTO9m>2_4aL-W#IM?-qt084CKFj^X|+L9o&@R=jLs6OqWIdU_PRw-C4k- zrGSom&LO-(XX$ux|I)2_Z#t~kPq!wnrep8c*0=+NKQ!7^`j%_Zk+}Zw;yz(I4kpSu z2Tl^5h`j1=)<eUYjECZ?FKA$VaSnQZhXz}Ehw{}d8h%`(<T%FDu+LN0cUdG2)8$1a zql8Z+OstpP-9SU756@38LmFstlXmO1XxLblSIWzzVK3jiip$efsPyOlIzLLqI+e?R zr0c0@wfpe=K{nx$_W?(;lL>dUdf7(AQ6ZSIB16fCimX<LGmR^#7$3aCcaclQz#ZS% zQ<_xxO8zt1EK2lcsYCDFZwk&>v&(A<hZKEgQlpzFpjb>tYv)sN9m^Bv6Nx@d85KW1 zLc!wVW%a?XL{~fo%yw@hdh<^3n~g0666a=|q>YH~ET`>})}<iU_48^0RSGNvg6t~= zDLAq4O5M*v5!87bq&#d8!8zOJHJNurAa^pViV`dWCQk3FS|@@%eJ(dIn~0!RB}~+o zEdu`gf0%tg$XN0;r|wh>88HiAv3L{7=p|VnX!0XtDtbLFc@r70g5shr^~hK_yGi*M zg^cr8cX_OOKsaUH_2G$gBow565y;p}!UI|9UnUkLWK5sF)WJ^z?=jIW<%CyKAFtQA z+%JrcKQE^2X%WUp6TTg!RAG4E_oAda{$E$N1uMrid@zBFcd5(geiLL|-5csTKsZFX zI4ql(X3ZgU)Q=|M8NN^+NzDEj-Ax<%OwhAwe_>~l2_hHAq|dxDMrqv&+rbw`h~4Ng zwt#Ac+<@e$izbG!D7?Ms!$$)|?|JdzvZ(=Fch2i|KGFxH>d5J9$Mms3pv$hnR3A;& zZM!U<>EZkz<8uDvdU#%_Qtq=w4}VXq=ZY;Lyz=gOlU}zjzW>|W`#C}vv^xwZ(H*)N z?Je9lZlVj3t6y{67wN+2Bmc8|uerGI8yX=^^u=bneCALr7xdYwf*D6H3O|3hofhYU za<PXy{Fj5k@6KN%Z*Xutbc4|l;gZfh%r?129B>rcj2>s{AX!N$oolEAu|zMMxgKqh zGZh54+iRov^C#zR^I8~G%S`vXsfFEX2d*Tp)54$I2c;w5YU1h-U%Bi<nt1GK(|O63 z@JM8&U2%&BTHT5S()~3s>^7FyDXf8@th^hK8rAW0ZQW<Kw>p%rF6>}#P)DAlYMryR zI{aI1Y9^1U;o)<?gCEk=@O68((BgG!`1>X!o%C82|MpbAD)LlCqsWeWqiGdTcZa@u zep>~N?3zt;PAWLv*|CnaKm|e$6LK4GDI?s}OE+t!GPcnx=B|Dux=}2$^Vd-&T)gwt zIMGB2cLHk3pGOqY+n4Z9<**{^GQMpHl2?Rb$d|OLAq6ZhJ8!c(T>)yzmR}~8DIilt zP;ytNJU)D~7#_$beB$%b{(z%AC_4w%2z)0TqU-iN=8POZ>|UMkAu5N0qo-9|8)WhA zidJi0q%6*`$=xS4WKkSpKE)1|f!$hf>3uh)k^f<NKL1xKoY{2AWwp2zHZ_zaDSAm_ zqt?HNg6fiZw`_lm{7DJil7D)2r<4R-P9J241&V`t{Odr$OEDx}_X{X?5JS+=X>8yZ z!}ax5-{>`>*d=e`Vsu&*uSPpHM6E=Dy=2ya0Wlv3@3*0g;*N~Z4!OmmF#ERh{?r^B z%E7XlEz@l52@0l)H?r|2;TtRT8XJvL4>FzxvXL`#$a~g;jf8lM!yQI!1RKdO)T6OM zzqNg+a+-x>A<L0p%)&mgpo;1PEWF(%y>GKU3!(mt&Nu3?aI${?K)NEa-4aD!PbLe? z4>Ud&;bEaiZ*$z^F($&qu4a`DGf`p0S{>WVgl(sox?UX<R&S^;`ff0>J~&?M)Fmbu z^Xb*{N0>N18Nk=##>58}Tl4HjCaUGW{!%nxLN$29^>i{5RgFCzK0HiJe0yof8fD;% zY=Y*%YX-WD$zqot6K>hxd`^*Y%lSHs^N*t#;69bEUhB!guX5idQjQEfG9h)888aZ% zA1-iMkpZ1Ge_jsG(((D$qZ9jH(TU?9xzWeh=ny;8?z1tBj$M6{qVv1xxG&px@vsRU z^_3!yQc`p%1bv;JAkndYi&}U291YvomowA9(a@mQ+`qAxhUKx<&C6cWFqYS3(NFZo z`Qy<|#}jB^9#Py(C7hB^YgNCoj)vMM?W_LAG`Rge!tcbT;W0=2mWB)s&&=F(KMT^Z zV*A2vZSz!URp$xqdq>5aeTw@`8vpyg-hUy_9V!+t+b{DnhYH&Tk!x-wQW3`M7#ke+ z-~Ib8PK&ouvF3c5K{U}9n>ZQ8wR9@B47sJXk5VAQt@0`ACc03aD3kb%f?hkns)Mx@ zcxdeqT5yqqz4i}yGYFULjXpKAWg`WD4`ffPm{Rcc{oRY-lqt|s;uC0QP|%9_BgKm; zIMr=opU+Eyp3*7VyY(Uv5U!kMM*nwz{z~7mKoLkJxO^#d6hU&%i4J!i5j;PoF0yEz zjNIyPZBK^Dco}D7DNp#L=kDts0}C>YU%mWx<~s?GYTfx1ACVAU9WfwXO~U(s?v>@2 zNf5u8fBsSc38!^lKRE10f^l@q!9_YGFua7Xo}U)RvWzl4pKf7f=Kb5H`9K(ZW@y)z zlnCREvI~Fz1!0Wc?mTgAk1(YE_3YYaEsTFJ*ZlfM7KV!^`})6OA-rAkB;cf*37q8) z_g50r)vPi(o0t+zXTI0ObU8WqrJb0eyJ9xqay7yDA=bux7ZVgDOb%Mv6WbfCsh(;y zLcnxo&G%3v=<rNQ?BO#)5Q$bDxy}%->6LPvAp_KjU9QNxVSpUJldKo(4e<P#ey;AE zK74dJ@4UtI(Y$C^t*wt97KQxFtC-h?x#rydEgy8D^Ihk*>_c5NywV7K=&6hR(a~KA z+PZjFX`PwK)J0d$9c#UDE*yqq${3wo7&!~SdSA-Lib1Jc8$AiPWOwHZnRB65b-1}| zn1l3Ntra@AI7n>uGhiLz-~l*W-f}q5sk2);x`cy_LogMt)`4yNQRgF}I;gn*D0<#X z2M$_CjGK6M@HVPir1Y^i!g9NAU-8w(b@liy^-HvIPY~W}Em~Nn#$T)LqJ@^@n~&x% z)<VTgT^Gf0O>AcNe+!+~0PVA_Nl}gl=0{HN)-=#S-H;dmmv(h{4Mi&%Y*j~YGyDD{ z6?JT$9PxU=tB#d*(ORExs9_}f!cf6ZHAty7UXB`6MZ)q`rJql#;@9~;tr=BSymN66 zQh23;rIU{w%#u`)-giu2NLvLzDO)LPYn3tDXR}cBj53BP7wjA737^=BX!e{|LbsRi z^E5prBsttRUj0B3)(2C@4y{$hk-RJUnUf0G_JjYN+(QLqAC#ExU#kGJ^7ZZ+DFtY( z`*yr}P#*7@Hmm7{@|ZsssBZ2dkCEwbS(nx1;j|$|OXq_emaI#hSrjV=p<>s<DFZnK z`fqr!<hd;T(iI#Y?vq8ec(P})zAWt5=CptRB!hIn9bTKx%b=s5v2?A13~J0CAKY+6 z8c`4PrefLBC_J@vzw9|F4C_wj2LF&m%p!%DC>u$%JX(KKzf}UKku<e$mjouy@!0BR zi{ta&f3Fi3iK9fp^=ZO6F-R%I#wwVJfj@G$Sca4sWMn#G(=tRM9_ngMJthiWzFRF{ zgGIqwapK8UPf^tUKByNUDT=<KZC?sU*$8m{_V)9AHXan6qct67qxIcU{WMKB>K0d$ zq=eWwy!ob0=_Cu3wNjmnp0IG0r(?5aA`8xSCsoHoSy-T7l6v2th42U?((=tLv<&5L zXg6SC=iALLHdGeUbH8a^8)SlAHag|p&cu?7>l>b3XCkO6>aSBg6SJE&cTV^+ab{$K zao3p%W7mxf4%;%(XA?~}wIF&T;;X7)%*5U&OB?6Z2)|_S>v|#1L~r(x#M#A61n2v- z{&ya1Xv^11-AM+Dwr;t9yP1Iot(;7i90nq`Z~V~^%RrtWts*XnfxEGLE!Vj-aOq6c zRDl5lv_Cuv+a!q3t33Js;Wr(pOb)gr4iFw$<kG0~gpQgOB~~Zm>9A=pSEBDF-oNAA z(&<3QUwIE|q9q+;9Dh+6Nje5^3{Up*)1lvciZAIa(F2p<=@qYNFcOzF7`aP>ch8}g zBS|!vd6`+N9i>4%>PP*kCk@T%-cQoj(lGUR`zb?p8jKq<s5~qhzIyX0ycHn4bMroL z(j*mR#rP)&`l)z)BU;O%jS8{oH&Ii!srYn3LMc6oa7d=dLBj)7jJkzy`Azg=A>RY< zEE6g`Oiv#UQl}z)lz+i`!YQo-)((0?RDAhZlhsM|L@7V;kpB~6|6jY1t#O@#%aP58 zd6Ox4=yqgn%~1-B%P#&kSVeTgTwUcH(ThZ0-rE`dB1qI)5Ec1U1Z4|OeDSUzI>FPn zrPfabyLvJl2gF6t|3_Y7{}>rX;_I|O-ymZ}lX=uKcQQ^(=p^MSk|Ft1=9tt72?mE_ z4!n9o0?*ki5zTi=@M%dK42UIRU5#Sk%vKWE{4Q!2lu3AeT&6{JRv5txPm~D06-L5< zzQDv2VVp?4sMlLAjLE6g-K~Yf2$;RblSOpm)H=Iw=Z_0xRb1~v?nYr06-fDwX$zx1 zewj@c(Tl#tzt`Iny@;t>tiQBH2yELn@qhV3m^=IFcEf2QoNKzR7r0jlt8Ny}Z15zu z3wPDF*EB%@YbMP?%LHWcQJ(9>dZTUq{x8J3(EBZaH!<IO=cleBX5Q7%y$iKX;O~^& z_lsD6`?zW3GqHZ+9Q0XQ#{@!at_STNHpVHA->HXHhKQ=qp?fYgM7<}&ZtH0S*zIPY zZs#?CV)>ok${c;{di%q7tqtLotN;Vm4|>?&9Pbnus)tw)sag6$J<J(TJk@-yi}%y{ zyMCqX;&<hYn6H~IhFl6`y5tG3RPE;z{K!Q-zxU>mRxV~dVi!#0ap9-1w(q_h7dbB& z>(kT;r-Z3qJwL-i(a(1#8=rIF&mU5na)E;re;D<qjvU;Ky8is3E-`PsawwV9!D{uL z+|D>1gn2k!-KVO9#ML)MhaYNV*lx-B<g?mX@cBZCe!musex|Ipbk#!rO~X`osup-E zR#YmtYC_d;T<T7+CX((i|8{g<1GmUGm=`Z<K>W(GBwsrX{IoWcIziXKI@233ck^oC zBg1NU&l`1!zO4`94_Ai~-GOgJKpijs&hlQ%P(!VVgL%+aHH5YupK2qi;q=LF(+#&( zQSzf9bL(bR;<#M6PpV1<XWq!_ZqQXh`-!Pl9$yKc)SO}dzNw6I{rsd|9?Gx@%y>E@ zuM9Dzv+Y?eN{FEU`1&JJ3B8IX^<O=e@Z##WmZ@ioc(GKM&bv<$4WG-kZ1oiJ^R)7( z<UR$AWaWG>Tcv=Y$!CjKG|R&|C^IJNj6AxS3m^XEmB*I9tTwA6IsDl*`od?m94sPU zH0CUngLSP=iDNI}6oa)t>|$gQ=(YW2+8S9L)_kHQQY-@@IoaEPo1~$8Mp5sgl{7@I zxP4K$F9qQ>nm?KXq)?unSh`nD3LRt5q%;d9acf(HB4btp;qFaE7d$1fp>MeG@;7l* zEk0M-9xD#%*H*EwMa987GM03yRSc@Si(<;Qi-Bk4UeOtb7zU&}l3!1V;)%J>7oIRt zc!)lUwb>|&^lh(a>$F8-SuSI{fL9a-HA^n8?qI`U>vU&PF&pTyY>L>;hOUGDwNh<1 z=FGP(50hgf^x{k>brBmf=MFvC`i2FgHQAS@AG08@p+joE%few!$=YqnEO=YQID9?E zf{I)A)w%!{N~;r_gWXtY*LRg%WW|D`f9p>#Hqj-$u&@8!zoPMB)35)o1AFP7f3GZy z32-x@eUgc0cgedm`<dY7G@6BNU?TBt{Xv`MOz<e*`SFwJ$@j97@gxcp<eW#9X5SeQ zJs>FE^@f3fdmlDN5H4xR_Bc$s#z5hlZ~pxW44hOcAeTijpwDyLRnduojlsPS3k(@3 zpWW&tB}{xiR!i=`@98Cik477`(h=np<My(U4(2NRX^mhyW}5Fs4HGVL>~|?^+(t*r zhX%hx=5&N^I%%|4i;iWkA|kTVbe#XKtzAO+ByhaGIb@s$jkS{-O}c0}U?B6huY!iN zJ2qZAo=ihU_mr<?1P!+`HgMm0(6Df4(M7*yH0)W+J=85sL-?=6)TAF&bOlml{70yW zT=kGH-$I3K<t<WiCeeq@e`PmEP@#~2CTjgjDyU4kOQQR!@QF0^KW|QjpLg+IFTx?k zyV5?X5Dr<MrWN~aih_##u={(ODTuK<C}dDU!Lithnm^eTcyS&~=A9t=Vf<=5#Fv88 zd;gYl2#1h^S2Je`hs+#}T;sKnf)0EdI!tuL#k3`PXPXEbaxNrEmx$o+(iXk3OCnG! z*_7wLLj)GoIgwUL5t#bVz6<(6hQ<Ba4%v1xCR`07ZeAnf{hD<?n*zvC(`m6cbtU8I z>!D9iHOcs7AG^kSl7#00|5ki>NX%ESLZdE`u<Km)kgzie=Qm13c7W*3yW4qpG)XAB zbs;i%2?=VQHohw-g^_ZJY{%&l#_8h8v9T&)V!s~2D!eL;?Hf&w9taV}ET88=8Czl4 zr94m@;|OC~P&G4qF|nO4U(AUqAq@TPKdt&$2*<+cz71(Y5d3Am>h7`seSYMt?9)yy zvL=YKKeK9sk_mJ<pR`x2n80Y|i=qK}qBlRfeN)LMFm-?A@Oy~~-cQ-5MDm%yy4iJ0 z?<Zpfon6)xoMnutEw%c_hQ?@1pQw%AX#~-QPbQbh8X+umQmnk*5Wm$J_eOmTaW&AU zX4w)$+zpe-jjA!g>z}gk??@Wp<gZT$YWC<O`gEzR@M3*b$A^5gjMjrMXKUR>wjOk! zwah&n)J1cp%7lA_E~2U)RW~^3!bU|cgKnS;f1{z)P(fWpKixckvzZIXb}Wu{<YK@q zhHNCvh2<1uY2X_Ub{O=1RW0S<-gh&F_?;Y_`&F3lzJ`OJ=T>&y7w4cM$XcrZmJX_Y z&dQuxuY-ZR>)9umIw)zi6DV%c#!>kxA4eZ;2n}leE~jWi{#VZBy~$cw6r>ZKWuS$~ z!gRmcH=3{)Yuxf{uO>_nO0Y%;G!S&5h+Kb419o;z8}_c(!0De2KJzpU?ABOcrB|<x zEpkPvCphZRP+m6V(5QxYAFY269Z*C3_8+}A>T2*^6V2LxPZjz-MtkBtR3XKu|Hes7 z6%H9E|6KW?f-TD%j+(`(z^DE9fqk1)@bK}Gg&bZLxZkFaojIY5vn{<sTXmF?`>lAu zB}EClrt>SJb|~TA%^cN9vJ%7{=8SVI6!B;K^7+Nyip24Wn!Uid0@71Ab|1c~fb|xW zX;4>y%Y|sQ+}H95X^|hTx-O64gR7<NSIc8<>z=XwLvna2K#>$ZC5N%Ogjc)W<lrx{ z?daTZS-ewq`12`W7UE^*U+l$X!JqkH&xJEGNHqJj-l9Vq^Fl&(PwCR|JYK#{_kk3A z_G~>_r!R%u$Ldw|d?fKx`mNB1AqiZ6oWTFoPXc$#BSfuw#8Lkw!TdqEIEJ(fLoS<( z!|&tlNCb~K&X>Plrc)}0;<y1#vmh}z3+9;p_dKth!6o)teWIAHHhJ57Qxu+W*p4=F zqM*Hzo7G+=iu=#sU5Jwth4YuHxWrFv3^E$)L$0wgtu5m4l<<j}+!J|`)ohSsHlNra z%7(IDh*`-O7Hs=!P75@$V5#o@Bp{CkGgX^>(~B&a{v2+8AHqUk^}zbBKo-s&X%<TG zV8L%9_v*|t7HagQ$xcib-1=E16Tg@+TF18x&j^p$>bnTsXTq;SjFWSX39hBr@-@*+ zyf1!p<vrn*gFJ?Vq4rFaS=1lm)nS4<d-%zJ_u2P2uik1p%K(q(P>;YE19E-?Z7+Km z7=8YpnMAl`!GTu{^#TSAXF?QG!Wgg_`L|NafdPle?1P8Y7?8S_?zK>mf!==qf5nq@ zDBU(=+jr6N<C>3#6ycFD-?E_pzE^o6zdH2XWjZ3`985f8>4-QX;K~W1qh;$%!UWM5 zmp@vUa&76T<^~Uvh@O0@DLfYajfTYj%anB=Xn3}pcI9s)4bHWVfA5ykz{+Pla!#PZ zF3<Rr`6;3+f^Hjij?*CNKe13MgoaJG@@fV5)37#U!M%I-G;A%|X?(zhhI@y$?EX!m zA##C;To}<8sdH<uC^S(K?l-U3cY}&KApzMP;Z)pc5m+d{kBTMaBiT*1RD>F+U3Dc~ zvixhr3o7A}%Z(Y+U*{;8h`f<{uA2h>#iP5eh^|bz=z0th9{IVxh<ZAZg5QEo*W@-( zkXe86MVBrGw*&<Ho~u!??ZS*-9GQY#^Hll9e<Cn98>`8h5W$iUet}wqPy7ze@()Ic zVCR~<`A$Sv8kbfaeyvJ$r=Q^!|BnoVtE-cuzmu_sy7aAk9~qj~%{68%WQ-&`2+m$7 zWAW3&E@A$JTQ=@=p3x;E_XowMoJPj@^A#P6-6SZRcqLS4laS2&x6CDw1j{uaiWD74 zh^UF5S!hMVK-}8F=judv7HnvWTTH@f(ZU?5c3~XYqFmp0gYeA6N%~`=FVtI$Jue&; zM#drfr2INzh`nhj9ak2H(k;i(#}r{0ymZek{3C>mI<hCD286Kn<?!GAJwkY)(jK|7 zO$ck^U(CL^D1^6W#oPV=8Y3`v+1I^1Ca8=&-;zwMe=`p*ul_=GV|nSl>`7zP+`efZ z{@obcuc+McBIdP$&na02#!%P$VbXQf7{_wE)4tCb;pDu~i(40r(4T!tsf5o6&(}K? zFUvKA(#uJw8xn@_olxq1Rb~JK|IjZ(zxCnVtx8vZqz}VVPIbH`G2K-(C0RsYERVVE zd8db)GGg>NM?L7{(6K0WJ%}AR%iQ`z7mK?$slN-*1^@6eS63rle0|*_6vv~B*A|CN zl~TAkbLi{mX&){EZq3otEV)Qtyl0|;#l_Te>*Asx99;3Zw0+AX4rCMd$Fv>dU__{0 z(%FiG(*dS#TZz6*kEQvCT-U+e=IN7?Tpbk1mHk{>rHza6`H`Y7+Sot1OxF6N7M`kI zNiojT!n#Z)dX2pnY=7Pg%r4c0ch-%dgQl8rnUYhOy`ur0;BOg+S7>12P_=sb2X*Ya zyzaw_2kI#MTc-T?fI8||E~W75s$*v9Yl@<vI-bT?Git-t;CfuMXQPH1QjWZ)I8CTx z@%2}n#H*@^D{7S`3#sC+>IZr6JQYa4TkCXaoeC@i@0_1lsDfnzt)}w@$|&%xJG#|U z86q?H{zi-{;m&QFvmU8R;LCg`>tL*e-Nt8z<mMIewky70ze^G20tdf`-&Mrefk-=t z6h(MwyUcnYP=s@P(yJ?T3ebCabh%-Q0vyxb?R3{G;KJ>Po%!Ml$P7(jkNuE`aahnq zYKlCzs+?BtmY2t;isedCxpDxhY|X5=917U(S8N{3BHU)(H^)P=@cq5~qLqm(rgM27 zzRZz<Db41o&44tr)7^I{{*=P2%O~wWTS%eOUm&*hv?Q8yD|$}7ltA78qwCJYq59*$ zk5`r~Gt55rec$&b#Y<9DlqE}L-%?Qtk*$SFi&Ebd(jwW4lt@CBq$mj?L`A3w5kmDl z-Pd(r_aDFO{_A~x=8XBnHRf@ibDVQFxIgRA69qf%uYp^x2#%_?JB90uATd5>q~?t< zMy@M$MjsPKC_O4HUsxD*U+!Pr)glDV-8qYA+=XyOwUotJEd-qdcP0}FNAfQm7yY`x zhH*qyn%g@z{_e}UJn)!Jd>*PyyQZ;0-dD@`5Xr{7i}CFqu58R-HQbw~z{bRTyRn%i zY*dCn8VcxR;btbcjcPLsfBN^9^pvsSG8MA-coqv9l(5^D|FMub>f<wYh=n&9oAP{I zS(tG&Vi<2=fp_V%*$1jb$8gc_+tFC4?fH>4Imbk%M5xt;J|^-_mR#P`#>A<MZC472 zZZY1U-Xj{##KN~<q}=UHl>SLpH8W#Ee~`R+K%NQOGpF$sI`O=rJ+`iY8Bj7_8}_rG zflb3-1<INku=P&bx~H50lcwi0d>IUsRTVYANMzuz`=uq3`xp>-GHFF|U?6KDc|*1y z1M92YMXW^_(BKV9TfUruL)5aYl2JMWmp*NAd`-uSUiEie59#2Y-SP1~(J`vZVP^U1 zbadV`$n-r*$G*U?Ig-2RD2S=6xx1c@15yz=G%-57f^MdnbkUG}Lp!XB@TK<j-@5bH zX%II1wa()-4dRM}cj+NC<Q`b!@M<d!^?id2ZYyX|?^oKrj77t@lQla(@zB7Ydvz`U zCl$9Q6K{((P*Kz$A=a2rMV5<rdE$90x(`V51)ZQ`@98yXtRktH5aE6N+l>l?seNko z)>N2tKFlaKqk=of-*kr@6-}A)p=*VxcsC`P%>Rdi)t{%^DnC&0<18m5=Pd<s<1y+7 zYbiLa{i=Cc8U^F#YvtP$C<s6JShOgVf=|q0>odL-EE)Ur%$0B`ZGW#U%YcF=f7#j> zYzhulmp5D@`X==2lMUa71aW+P>nq(fL9Bd-&4wm|ICrZ!vVd^L^7eHBu~Gr-`ZQiw zep~=MD!FvGI16C?+>7C#M88CpCw=hvLB?UKP>R(c8KWNp6OG%+*j;bL<}D{WrZnYO zW+E9Kah~Su1IRGEKF32dC*zfFhU+lVGff&bPM0{z*xNWHrr%CNw_>d2kJ}`SysRX3 zTq1$F<ibqa0TO5?eP%R65=MXNp6Ozdu(oIF=948Pd{C76@BCMOT+-tp+q~pQ)@4<O zXemD)R{m$0o@9jDH85@^rit?>!6(G*Y!z+(H_f*^+LcSp0VCaP5n>9F*0wOu5}wG8 z74s2mspbBqRnkV-AeLqp6<`QE!Fb_Aj|{L;wmoKzlL4+fu60+T7@&3fRNKmX`Z)fm zX8R*&ecYR{KE0_@4=?TRPCS#;gZs9XHxe%CVs_6bucxxQ(6)M1O`6ex?BNXc*9|%_ zKhz_8B2)+GjBeZ7SnA-k=f;kDx(>uM_6%R|)y74C$!lr%wK3g)E57lhHbyL;I|l}8 z!=f}{yRg1CNL~%!&wkayu9Bhl?i*U*QZc!n?yUu}GtMoiEwvDF%B<`PLko{SYA41V z*Tk8Ix4PyuO^k93cd|}uK<cASY#CVtoCf@!C!2^ad6{3kcbhsqOF}}2#?+wFxwt(j zO${8cT(^k$t080ko7OIUHJoxWd}lhPif^0S$YD9Ec$2g$Gk%3CwnlzBIz6j`)M0&L z(E}>*D^_}uBcXzT-+H7=-;~kuaQ(xS2xYLGX52n}RD#9Y8p8r_CHxvL;MSE^!bu&q z!OQOyQ8Jqu(tAP?H{ZAkry45afLhGNz_0?AyxwxH`<Mcn=2{-GY!$HeQo(=Yf8}vk z{06^jxIF4}OE~^Q9z0W3d#5S#Fv-6)l~*PQ(VaUy*}LUX*EM=YTuu&NyT~4u^|E*_ zlglG|Ru<$XH~JcNh_&X@i<byTUS2T@+7K&)%(Z8|4s*$1=d0ml_BFzhwX)sCjZ&~) z^IJvJT?%2_nJXffN}=`q)K}6~Nd$bNJ-#j`iS3`1LbvxwU@q(J>^6M~uuK?>=P!%n z(n_n|R7G(tO<yd0dr}PIBO5GbCq<!DrCq-&K@=Yte|VO0io)XJ-3W7U5tMrcZ!6;y zK{I#RUfHjND_eU6Z5|23&NF{*Ay61=^EbEevJ%F}{bNGhvqHrF_p9NlQXy>m{c?6P zQV2OwKU%m5XR2d@Up)W8#_a9Kfe|0rSQqT!ELhJ5)2C(3H=T_YN+P@ByxFk*;P|vg zmyIpKd;f}&*f=<Qa;r~23q9Q-FIbH%T;?|V(^XD%3afQ)!(|pen)NQW9$;bl)4}L< z4lF2K?`?df!9x1yGb)=2M_&DX8q_|?MAuk|YT;)loHywWm^Cu-cYW|tz6vG;!zRZv zGMJE8oH{0bhzY*n_t|Ybm<ZUI5q;Q>3HR2CA<Y#`DCp@G-C!_5SsJP;Ho<@h&x^ao ztqizS+1a@~WI%U!16d`9f%x%U=G}M(5*yByn)xsgTJa7QrVKRQ@n9ZMV!-sUN}jV6 zgZO(e__j`zffmLE*YUqZm;8-#xiCP-h==aDc@rHUOFwRYe3OnsSGm(WPSCOVK|5S7 zgpS(^w9&4ubR7C~tUA(^jw+X0d#KQnKjMEwNR$qX`EQobm(j7cQ}~O|01d6G!>ia$ zH1yA}H>xS5Vac*<5w0g`K(bMg1<@_!n&mG#y=bu0(ek@!MFa0yolPqgY3SwJ*)=Oj z!vjaV_qXS$aMFouju@muBBbh_dlwb!ddCB0pHXojuawlBOGU$Vj`%Rbmm!U{A=ZR1 zId5$0<#tf9GHxusgYYHz%CziFV=59~l->$epdy*~Z;c({OBP>c<H8&Tsk4k_58hL- zZpRl=${Pv>Z;0ldZ6s#O(6nO-1vQ^^Hz?ntK-7J)=+8L{I#0{(X*fW1jgI=M1UCwn zx;V4sO(<xUy>c*p83j+P%6bEdp1HcH?eg=mAnH#|jinJiGk$zbOifh~&9#Pyu6`B3 z4=?pfzZL<UYdIVCHB|r&A3Pl0wg`aHvG2o_65)?<4tERDFRdp8uiRZEqweZv&oe`0 zFuEh&X;zbAQywJLdV}bcGgBeoQpxDk?C&c(OvW;!c`+G7GPF&9H1+&DPvypUxvfOU z{GPqTsaZ=xr_5Sv`$ZCF8`JwDeMk^VI@7w#fdtprYEc23h~62yt)OE}!rVUJ>KA+@ zkbOi3QYZNla8s<IV!aVou2g>a&Dsd6FMpYj5;M~EeU=3Axb&#<scvHZ>dvtxe8hU| zG5XnZVlC>QY#d2U6+M4JlBE&0ec2hlgz)6{PL98y_8CC3u-7@VK_3y0)V2Sa=%eQb zx6kHLJ?ySrc1_`i9$qz7)=S6g!Kmg$m3F5t7Uo2>(~j!Gf?B91VycVnGbu7}$hwHH zcQYKR*1>({-bkYhI@n}U<`V6qgTQ@dFIMU4;OWMtHN$_kahH5_zv3rt9Q{?NF<-5X zz<jr}mdCVlOuR~@)<GLlR|=Mg8)##B#rvXX3tFHbuv%@@r-jgD$vv4zwQ%{Q_}SfS zweV`!y`QZDTCmkQnTD^LpzSf{l-AV*y-zk(^NI#kw?;qMBBg<<w3@P+$LcunWT)91 zFLk)lJX6I-)sSD)aA@|N8aABs!y0Qfcz)+xn#HY#bEm%#Y%EiSkL%9U-!7}-%)<-$ zo=^qtV)X6{?^IxJWBpOcmT)FK&)}q}3i2M3-?z0WBkShw+hMWFkhY3-t`btlxNxjE z&!7^FE@x)sCn;gB!62V)t%Uu3I=4p_6v4h4@j&CeB0_Ah%=fNRgvS?yH!gDuxGCPs z^Rr9=i{x#U$G0oMl~YjY#0PmqynIQO4V1@*ZkOK_PI+XmYY8}VR1P0KVlF2*%E7Su z&)_jWIo#@QpN~8yi|L}t8=m^IP#))QZ5@_D-^P1^i$OAY{2|oBQcDIS{=I3(9!X=d z{o9q7ZqoQYb}F4MDUH*`+yGTTs=rMdhorF1iCdUcUJB-@7up^xi8=E>_qWj`@#g+x zf6kW@NPm5#W%mjR*lx028vCC(8t$I|v;2)1PAIK$F`N}eqSxdR9}!XTFqhwVy(NN; zht-w(H;SOgDv;9ME)13THa9m!3FGG4ph^`(VGIb0#NOx@f<PyCV&*j=@E)Tpb_5fy z6m%r6wGqNx>S_PWvO@TLusrnjG#jN6EsIi(Yz(9XY+U~z8$5hTDgVCzO5R%Z-fbHj zl6H;9&a1E?U6#@+F2IK4{qTnV1s3Y>nWQ>&u@L9|>hgFM3(Jb{E#r=7K{BaM_kte_ zJ10`!udrhwV#n(buMJt4xTWBCM2hH|SL2!gTuFHFL!@Jh3Ez;F1z|l*AaOe5el8Qe zJl~Fnq%a{xGo%miV`5uZkmn(LCK%&Xf0I>Atlt0S!5?)duC-rZSuDgvoW#?%HNO~O zCIuwSePW<+M51)Cn*rsLZ<T5F4ETOnoTJ=efG28u*qgHqyiM36b>|2J`d1r2or+*! z<cUMRV;}>&ikt2ldk}rYwPEJRI-*m|1A|gE8R)Ay8Kh5VfMKyE_whI#`bLlc+ulyc znFMuL)jB$yevwuW-=-t;x4Y?{W5nZmww$azbUbeSs{X=(jyRtxEiWCSW9ZIN&0KVp zOkdrZG)cpSr+X&#+h|}0DtRxfrXlPZpG53s8ibtp^{7VE5c<12X2g$%4~I6~JZMfs zw8&tYsR|8lFk1JMLW8$!ZgS}_Do)E;E||Ad(Z@42+h0h9`{z$<B2Q6qGkM|ardTT0 z=<f4Y+(!kqC1uZuGZhvRPgXP%p2!(p<SJN2h2x16g*KwZ_PMyblQR??rLSR6Oj5u* zu11P_PC;VtNWNPY1uN!r65Ebb@NKBYr|A#{pI57x9Py{%Myg(pjwJ<Z((k|32~&_K zm@+;(CkW0*jPm`@1d-J{TW9+~5JwmDg48nw@qX}K>CjO@JdPgqyyqc^9l@OP{$_&U z-{EgiLiCDgJjrr7(JRILTt%Zd1duYOrji~hfYggyT-MwDTl-0g84F-+*Xh333<3P1 z&#s90PKHjx;w$CnWC*%v2fV#T#&?JE%3FjZnm+GT99_w%IB)P=+k%Y9pry22qF3}E z&59@eAR+QZ&QUkQmG5CoPf3)KAd}kPMaw54jh@uUeT9U2w@ruc?joT^YUdkaMH2Ym zT=DGZA$(C@e{6RjKRk<AQ|n&w!_P>{*v{1m)wkZXza?h=gdb`BHY4<|lsL+})d(ZH z@^zZT<4h?DjzxRI56%R|5nCgyooVi0Ff+p8mn9O}x<)XxO3;!lH-t%6^zn{A24KH( z+Bdz$0F5iso+%aTW5(w}(PI~V^pkmRt1RkaXUQJNl`VRR*nZmei<};wv|Quh?9qk8 zs8*2VSzX*aratbqMHfd@`h+Dpbx~z`?Z}sJIuN=)*?jgt9b7t<yj<Qv2QACFuGGlu z;Jw(cujw2_*LZFHo7b<6(dlKIGH+-@uwC!tDxzE7hEESXwAIEDkyS4aifhB3Ps`7K zTnk3kF&aN>v;bAHbG*m3z+olwsKi1Ge^y$w@Dly9I{dwB-62hs*{zZd;n76eo^USJ zTn)5$sc)WIrh)U~F$UMJtK-R@sBa}J)R7+LciHKy8XPYEdR9xga&dI&#v&OtnC$+X z>&T&o?uz0@?-zt8K`NV`8mq$pB7Ln)uL`PHO*(enQh}h4bm9Xi6`ZYWNj<=;f;Tmq z{?DtFp=h1(zW1myc7{Z5Jik#H&D-~vIupL+-Ils&n4tvK!c+I-^obcRF4H!w2(>{U z2k&e}SO!FsN}UzKcf_BwU04y5Pp>2dW+@<A_>btVO$ty`E?H$YBagj&cONR`$fGkg zu>KF1JhFX0dzv1U!$io9Dg#Y9Y#Qvk-^eM4Kh4$i`Ngt$WGVLRu)8b{wzP)Vypln| zU$bWWKp9w-?B)D5DvetXp7y2%(%7(^vgcuhG&*Da0|i$}qdIL{{k3)}lpnp&se4=s zNlB~s|4@*Ef|;s;P_!iKns#pqE|kFbf)nZOx#Ec0=a^coEe`%9HhbR#F|@iY4hpD> z;fA8d-t23lu(Ln-fK3ubO69>zB9}$ryQQGbZl?&;UvB+LkrBb^LmY?q*9k*L?u^W! zzc8%JTy$C$gdv*|qG8h@gh(k;Y-5lRq&YNpHfsvuR)DA^gF^@_FXR@b4zXe6o#Q9f zz{c5Qx!(S1Y<y{RDj$ww<7e`+pvL`d^v|rYk+ostyL0D*z0z!OpJRvdbF)#rVJAM# zv+#(!CsdZ`mqoQdTURHupnO%l=bSGKdpQL*cImV5u=e<#|I;g>Cv2!oSV%S#&3ih^ zgkqaSYj6h>O`mtyDLrE%sX=O*S;>Sb@8?~QGnt^u7MF*gW1@~@^-Tk!Un*>~Pqg|n z!Tagq5#M!83|#h+_##KRbSQ**mCVHL+#{VvlMKku&}09dXFum*a^{~e!9$0XtBy0U zePP*tx+?=)`Z?D6Dl*^{t8B*4$AG3Mr`X^E9nXK7TyrJ-upZJ1=P0K`LfoO^T>%{l zW|xjsX3_Cwi=l1$WjbuU>(@q{q7zO8{G#rngMYNozK`gZY)agjcr!Y9PEB-6$<R?D zxhKAxmkxu-_WrOhG@N0iUt%=U@KIs3sx+Sl_0hd&HYd{Hd%JG6d?XEu(ylL;1=Fxr z<MR27HZ%m1l;3J8(XheJQsEDi1_`A}hbaLXth+Wb`#EVin3(!9VTcMJJBeDsYASx5 zTJrZrHWieH$lWK-QenO~_|Cuo2WvTKdaG+A6&#oEe2Gz~qT=G47(EIV9S3O&1LG9P zXp^Oix+w@3db|CfD^9T5V{)GY3gcMImm~_FbRFMX9Zdmq<r&S3!4&k^?yqpNr=XbP zrY~$rf&W)dj&~9iq(na-P2r&6#PbIGo<2cbIkh9<LN(#bMK%nt2twi7B~ktpf_T~# zYu3F>5LW$eCy!bP;`r*v1FMw<5hb<O!mCjLui5P{dy)n4msMbHY9oL}1M{&N6#<xk zIj}eL4;hXOQ>ykeGJI0om?O8y=nR_e%sWa(ep>xS2WK)2s#>J(h>*e6qFU`TLUf0> zgs)yZ2~|sFx~GasxcisZP@G6Y_MaX4{zRX2^^X@*%}J07s(LsfL&BR=mh0{>@}t46 zJ}Bh}Kl(b;s%(1+M<V>A9N+%G<M;Q{xa|dNjS&7gnKfB$goeF3jUhEgkoOyO>b-6R zu#F^=!;GMQXLqAlkP(jjx+`3_%LtphHrASW7=hQedd&_8Bb0LUp9_#M!reV`B{zEw zkvbvjnc!&%;gfC$VuuaTRrFlaQ`7*bzNP<2Zr8_r(6OXzC-pIHpw;<NULUVY8gFOk z=^<tNn)+`VdN}0%A;Uah7cpfgU!3sMMeeTNB&82J#QR&r<?C4;%vG*-PqWp*6;7X{ zGqO4;JG-)p{8bwriKDOgJ<&$N?C#gOr?kNu{%Mm-cp|y~_NNMlHYB3%`P%SkqdQLK zkwd2zYJA-198$F~?iT7W8LovFfm%hqX8&CA^etM{#K^TJ`@&CYV(u4rjj6jPcmlo( zwNNy{TfFvF_(ctb?fC4nlcE8S9aV!)gfH%uE10jn)sdlW={WFQ4UclTlqCJt@HBTv zxzMaCrl<C`Jvyt3;e86j^)jkxQ+|80>XQm8_S9?bid4aw=y6GLV-<*WK0N+#KpCM8 zGLl;kC_|UhxBU~hGWtf=%N1Q$LWRD=%5*a&Ji6<7>TSCsxcGm+RZCQanAZFTGo~WM zC4SIvH7cO3uUz$uy8@OE*{rVkDUU9ml?8J7^62x{S=9EE$L02>!&ijmVH94mFZ#0_ zJh$kiFe>D5oVze&G(ipug+F&rxyV6v>Gr&fv$7~2xqq{wR2C&(i_T%@vOw+<3D+_i zEWOVyY-%loBX7$Jv$~~G6~Eu#JyjazVdwQ&Tcojs8t9ZKFO5wr48ZY93Kq@=U(^Dn zAkZIU{#8y2)PBJuWnGf63l(kD+$;%$m|HfYeG*vCwexp|odg)0QoBlTi^GHW>J0O} z7;2qe%)Tg!fvxi-KIOV7?v-x#X{r%H%?i^UsSUzNer}em7$l5e=i>K%B^(LV>R<Ws zs}NWLr-df&3nBknQF0sMNqywFN2Q7oVl2ZKH&TRPXR~wppWkdy(<ioZ)w1zx&3{!V zZm}WHCzRP2!^W0PzCZSQv0))DH(+ef#<5FR=HeCDnA3B=BuQrD-5<G**K;h0IoRkp zb+f=ed@+Ujf(4z<vy~UJS;&oBDcKpyf>LVF@_0|;d5YUYHaM_|E=cG}kth6-Zc~`} z#l(lP@?&>CGm)p<`b7E(6B}K=^KU)Lgw?aon2sGxDE}AzAk&qJuC6BTZEKnMc(XkA z-}Q@`B+Id5d`z^(f$R4O168qi_QXGBAYP8g(6Eq!SL&wM{-iT-@3_Zg|2YN<_PrFX zJjTHJomZwZVi*{HII-I*fPo`FHf!)XGLV&87j)l<feR7LoM^(E;J@c|n1naqoVGbc z_0sWmy+VayJsrZk%}({?(P1vIGBfxD9kb%zLVtYesLVABOkGDO_UF1cXerYny2Q%! zqaYnWKFGAE{-j}nEO6)F`6|kj3E5S5XehIlY%w}QgRob1cBd~5gP%{mO5aQadgOPg z5Pd>2csTTvK|=vwpxvb@Dtzx*?ofL}g@BE>^FkFB+wU&aROL~T(efbaa55EEZ|i*g zjuL+49_H?Lpn|m{pC??0iU<AkVw<F>h#s4DpZ`n2pr5_ZsZI)tTz|a`ct*jbV%KAZ z0t&KPx+iG2DEQ&8mOGk4Y?q#}tvf<^qZi3_HH3n(OPYdit`yvT^vr(kW(p+9i6puS z1zpmL>`7$`L=9S8+C?egV_u2K;h|tlWXAHzuY%Y%{2=9ItsqiPCL2Z&{c=ja(r5E^ zL1I6&HFNn9LD=Z5&OdG`h?PtB$Ic4~;_&OboHK(0s8HWntax7lx9eQWMlJ}z=X6fi z?fn9fLX4(6;mprX6K_;?1rXf6`Q|5@06>ZFN}DIc{n+@CbuY=NrzKF9-XY_ru_bHp z0vYjr51OO5kr7urS~n>~#?tX?1Gnc%`0xIjXRDr)ps{qubTFBO=~}Uv5DyX-4S)MM zZ6M*8g5TOOi~s+1jc4}Br0mW%g4>JS+LCZ1*o{fE#djFtVY-ug#(E?0SDk#MC1V5u zZu@&FOd}NQmMLWk8ez+dkR1#TBdEOU>V5df5Wy@Dqdn7xxDqeRm-g8Z7k1=u#+4eP zVe_KYn%#z2;xQqoWo3v)|4(n0_Zxux*s|!ey8*PkJ@zdQ>qE=fTu}OiKD<MBQ`P76 zux5yr`lVMFtNe8xWde0!IJHVNSY8(@A}SABhjidKd^vr8s}7o8DPDHJs)M@S2Tjz2 zb#Ovi>_Eyk9oY0QI8-YT4&|^r3wd>5|Kq%~PshLGF7uLc$Fy;%#n_r#R2w@oDRq(` zwNR@%`1<|}Er@)O*%T9|h32HyhC^CfNE@6D{QO!IakCX{zW`1AeVOy)72%5g$=;#i zS`Bn`>;D&jRs*hPzh2)<RmZTXDuh+kQRJ*ks=KX*@3-qCBsQzz=$X9NpWmv2Q}nBQ zU!f|hE;j}Rg{Z<TQmN`Mw<;EDCfcO!RlwZ;vo?cA1@P-@SYD@$#<XkGnx@JyPK%lz zeyarS=GhtULrPdPdZTlaO9^TFrzvXwinuW>VZc44fJcwk&Q@D0U}}qR%v(+cg!Ak= zQB+EJ@~W-W#91B<>AthdWO=y!SLXlajU2oKV?L}4ki#9_ogLr!<-j%UH#pEOi)YCk zGOH71alj+ZD|Wpsm=!G?m$?W>`qwr04#+^s`>AVQwhTsA&wIKOo(OH{wb7oE#@`-k zi|6&yaMQUKu6{-ux`{)34M4ckbjo`72Pt%M>0FP#AO*_0n*Ao5rLbZ5oQ*fP6gCcc zH19hj3HjwKGW<VFVAD|0_YQFhYzZ-+$+#g7x1v=S#ovkHDJeU)T}%uKE}k57_eBv} zG!xgc@89|Mi9MIUi$G-Q9i_CDB6uM&(7$O?7(4neJBB|I#-G}w$=lZoV_x=Rk?_0_ z%z|q&|D7M1X2tizaJ>+2<Q)^Ur4hcUB!BFgVI%!GS9sAkHdN_P?k-lbaVnbE^imER zXWYIRbVabic-m{WXu*cu?J^?|qEmiObJ~pjX5r1k;CSi?3*Au{esk2baC9<6#^VYL z%`xf~qy!eEq-?p45uQvdA8h|(#DX=iiq;_s7A(9qQ@H*z@m2bQe=gyP+uG2ZtDBfO z!|na3IExAUbG+)NN12#>@X9mSjfto^yDw@hnfS}MW-*&d_|u%F6u`wqW+CScljxGW z*&`9TZx~2)`!2hyih&1yF}22oE1OGCd}&HzVAkfA<f$kIc0PR&xI2V_t-lQ4_FFUX z;r?6qRl*F&maR$twS<9_iw!;3ztFK!?7@A*COTN(HL~LVqvLF(1dG0p4*!kgR(psJ z30)&I@?DsYb=jJ%TB1Yv9Dm1N|4oA>X=_K+Bn`dmgnn=TOnC8TE^oSyhH3#~fAuB} zCpSmce<3<VXxkZv$7&jGyuF~PqE3VPs9?UJGz|@Frkb8{({Q_KO?AQq6>VGIMH_Td z@$;li`Oha*cqp_a-XS`q=}6P8>%aSTSu8zm6h+0D_J<PsPAU>4{*zwfMTJSiMwKpm zD(v;|<m9ZT;)5Fp^U?|`Y)VdlKc`Fd3c0)Curd`~K^_NvB&p!@y7YbBzx%MfsLfz5 zp<*|s;`iq<3aa|j<6eHEp#GV{wwhiFu8F6%r!-LzuMk*nnoB{QTBQ5vNeZMjawl)> zqM&VBtJrY^1q&vP$ttTTcwqB%S*s8Qr|;Iw-sGg9kJreAV_Xn+;s>0vn*}jJTOY=C zNDyyWTaTQx5k&eozYdzHAmY-NFh{usVLI-~bEQ`RJidW$(?qwZeR8rs6DWYH!oVGZ z`U21kilWX-3E-ls?m+Sc8I2Kt&#2UrQP41*{UCvi;)%z7VS!{=ICWWRSQ6VeIi(J; z$e{VFtPUC^VN2skIK7O7`IM`}PY6#AsD0H8-$R1?aLc%a2?=)`W~nD8_;EBed%(Yg zA6bgg;cEB!5kjgh`j)|uX3P2Mv$6cJJLvwFBy0@(kgc9>+{UP*)vFwQWrRjM`iZ@n zMlgKWq+Atk1VxuaCn;V=&=^rT7o}^2rV)h?1>8p960BSo#$$xGp6^i^2MjUPEw(qC zWeA%zx#>N12Dn>aIXBI1fSn?mX#t1zadeM$Ta1f7)_24jTK&|+f>uMS(j7g7T{`F9 zX`_cMW1D-l-?}IkYA=#|OgOTW+&g2Yi*J&*_LYz8V7%gKdBqhS82b19G>X(gV63b; zQ&k72li6>bKWHO!;771irZ#$>-HdSc(}sEKUVTSJ!VhYop~k!xtOTUZ%{#Q<c>Q}w z_Ejycqvfj1IBQ`$P5e}wz7}HcZ`FFSL<@GMJ@OIJnt1x4JY`T(6HDcMJKt7lfH@oG zxP-2Oev6I%_OH~DG{0;3$We97-S?G~7FS2<_Y(Wv)oS><-KOl$0X6&(>Dc10riK9f z{A1IdM4uSnO!(&t2eY#veS<2VZu_91Jfi}tuczYvXDV1=$Ryw2tAZVx3BC;@%6NBP z_Wtt2%Ba&!5`Lns47&~I%G_p@U`F=fQO#AtRJ?oUe_l#(T8PzD>rlkA>UaJxViaM_ zF`sdWstEo4j(>daD4_2_>zs%wG06rUhQH<E9B*A<N_bNqz8JS=uRLlfoEZ-v%Ylcl zjDL;19I7W;vfKM)G4}MXYyC4>Ts|T(aXCa55}A9_wu{KZ=QyROvOxx44ux!Egvj74 z`yH7jFN0F8b6x=>()hA6Q~9BjG_;g9<eW~D0>Ah{Ia4(${4`HFc(ha!TaD~4E}fBp zBd-l}qn8A(+iiN+a77#$8=vJ|7!kvIwPxSKI5A|%ot`bHiD9U*>o&Pq6z5~+_P?JM z0l9-u`bLomlHZHRyQ_<!Fe_~A@daV9AMwD^Oc=VWA8eoeCWOO!FT7|mLNGm+Ev3Fz z2;x?K*Vj^o@QitopW_c32dB@~kI%8uu6nRs;sqNIcIJv@7qD?O)4xkTiH(-x-3xrj z*;w%DDNWzW#?;fWr@brK*g11`)QZi<if_52engifA+E@(lZCaLo!wtPWMRKDChRY> z@MypGc*TBVJFn(CXBQT##7U~3jaj(wc=&pn91C@}hgtlDCl{0swj}m4QL-|-aI%z% zwaVWjRug@4UAijh`#vTf&wfNJ(J6^5g5?q&naKCY9y4<$9$q|jK|q&@yFxvY(@IPv zA86qX<76V&^U<c(E(Wfx9Z58~$H3~+tjU+j3|N*aTnO6FKrt6re7hBc==RdX@`NJ? zV|Vnun5QE-;O0HYcXS-A%`9ywq~qs=;0u*QbX4h-#!d#)VHh8i@Z6n_P2H_;53C`c zZ+;|8PKAzv`<|RLB6Q3gmMc8<@BDc?i46HJ8h*1DO20m(;m6xcZrjsnpv_h<%Ei-g zeX^O{vXh1teNoG9xzeB%d`)u48X7dm+s)VL)37hVLUC4v2Geg-Eop!L9aoR?a2}@O zSklKYI`626RVL@m)>0uht9r1vl!{%f&)PRLskkQL_cP=i;m(y<UO&Q_68))U)etHk z)2-fpaizjrE}bKfaOJ{Q^m;2%QGH;`DPaNPb=SXZ?42TdBQiQ8vxkCr_mq5g*Hb{P zw#;AkfP(f{@3QBv5M7gVtGgzi0^P8;8o|DVBl`WxD>hM(zWP=N=L!l+-hZ$COmxaf z^E1f`VG7)&C4a{)BRu-M%kAMOL2OS<S#h$F=o1CbEvs?`vF5KS_22P&iAPWDQnv|0 z-#31r%PK*11ympW=gBy^?PJ=g0JJD7s><a8ShL8PU709=(9DS6p<V*udN8z$+fV>| z?)DdCa0|fQC#qVfnGAmU+Y$43$%xp%$5(WgjJjX;2hN6(F|u7DdQgUpb#E&x)^?FV zq><~)Jrb<%9bVI(K?0wYxMEHM3CVYapD5appuaL^>5K*mNmoxWUeHJwjc9)S@B6Qf z8+4C_4f5l_GSzwG_y7C+mAu1Z#<2`z2)d20@*$?0;Ks{&e8ymlrK_f2H9}tf=%)lN zBlwe!c^k|d;;v!^CA82G9J1d+OKusW@RPyd(-Vd`{dD-GS*#)YM~gEuybTdk{_w|B zT|<QDcDe1AH$<2~ORwUf0h+`3Hr{`vkNX`9F;q=`%q~{^cJR|fQAzRdFUES<l(om? z%u`+1i}#7n1?yt}fg|qLn{*+%&{{V5lkkJ}e%L)r2VBA`rW3>rIa<UjIH?2QGavUP zZP$U=l}EfS(mJ^IWNSpkj5hXVJZxV7O&c4GH(Z&xs*PP6<+;TIwXrZe<#It;8&$cN z2Vecv!oxA&8#~*yptMx4;Pp8zR2Mx7Uml=^y%Dx=uh6wn6-Rq!(xHjy<z;uHA~o@* zY^-5;N&{zNGioTw8d&SFHt~v?2F9De?+%<-M@99M@R?k7Tw2Uq`p`-p#qKM*`P$Xc z`ktqmCt3|_R56zzuZHLq$$77ORR3N7Zs{oxRa|<^`^iH<6`IG-U6wkhf~(?ZUfWD7 z<H83^?ZS1+p#M47s`&Na{UOCNBu*>AFDYz(TtNwoN4PeMmMfzDvvar&(Jwoiub*Zx z6(PAma-JVlz;E%ceuM1_m~DP7zR*teil%*vU64Gk@m@DD;E+cUUte%wz8s!eonGN# zDTi^V<j3;mvf%mFUQ*>Mi(f&;D;#OE&~8)NG5kUXcE@@h60ghPjm*J8K1UgNwsKyi z^T^;pf81VLhcpzQEGD>lO2g=eXsGv3Dew)Qzi}^C3MC&r)juwg!jbgsjEnY?5Yzu& zD%&Ih&ua-EyKE%TSNufsYMM9}_``-j{t-j&=HBsFwPN_A{PgLhq!?cB?@}naDvCgz z-KSGzMWJJG??-N_2<#tRu`ux$!De#%>vs$h{1{MuS9o3+hb&eleNzy|%D)e7kG2Wn z$g(WghCCt6OASoya27&cU|gpIT?iVr9GV5gY-FBz|9)8w8*~fh%zxJ{=CcSby_UxY z>(&-AEy5Xx<dho{>)FtJ(NU>KV?)+mA@|%@79J+qF!7d!{`{@VZwOb;Jkm(pc#&{K z%X($T4i?^<{8VJDWkIBg<4&0d3y+np@7gk0ICweivOEtlzljRY%`<VcG<*M%9wtt7 zhhBeOz{EB4>~rZ?nK;rjV7>7K(Jj+eD?}riD4sTb+vLN<V$gK6t0fbgt&Gmht1yuu zy*uFwm5I|9z1GgZ8Thj9gB0Hg1Dj6G#zt2&@KBKX;a4gHR)_fV{q{28CMA95hA{(2 z2a<Mek!9fN$;pwSKXm+Fk^D!qk&Ytw%N<PxbR6CCaAn~wIuh^utcpBO^vl@H8rS1= ztQb!eln$fA;&a)(m###=gi0+vZb64!``Q8vbz&VA(lAP+!}PfG=J+2pkSa`6`I?AM z@om!?s3baO#nUGrAJK4#x1#M%4h_qgg{OVb(qQsiVo8%54f~G?$?gFSYG%jI&9aG~ z<1KTmT1vdmY{K2Wgfl0H#0w}5R5ZA}kEt!7qO)62HtRYS?{^88BwwUrMW(ak&IBq9 zmYp@SjHII3%XFpkE-FS7P4ky-qoQSV3hyIxDlp4)*<Xr^vg`W6rh-&h-(Gfz@|%K7 znvbr2{zkYF=(qoF2L&H}Ud)_qpg=S@xM^iR1sZh;tz8KeY<?DfB$?<FZ}KUzz-<(0 z_fPw+u%zG&b*N^6aAt_cAN5&=0`<$O+v?~PxZEyyQ`$;=sIU3GQR@mZ!vi&xPYObC zmlHAxU#J&COs^5WQgQNdx~;Mx0#-YJ`#LXxWi`IN`9!a1`KruY6$+rkYjSDb0Rh<Y z<r$^<2;i|8&k{Wo0dSMtV=FiX5dX4R?%#Ec>*M6MTR$h`+|J11w-?E{Ki#l7>i`*9 zPl{8be8|}Uo6nD1mGEcr_^BFBGPp&<Ja12v{#~EsuIqCW>K$cVo*gAY&9#iZ#*&0| zm44s4B_uR;lst<gx~25Gw8FAXet4$^oSBQ~$Cy))!_Zn|+<!bIpuEl)wDl|Bd{#Av zm;9Fkt(!*RU0AGkIb?+H=QrQlg&V=*g7fEbJ0skEHoQww#|Zs)Z_f@BzG%~QPT${T zh|!GCGqOU4NV~i>rS^>h#_ktAWnVA=Cp*`>#LEDCs`>NhB@J+)I;mfi=$EC1|1En~ zq=%DB8|Ar_^{~R<LQwCUF0Nmi;W~R=7nXyUhi+->;=hwi#(r?<LT2kP3$YO$Xv}$s zT)3@+n|>x5bxArnEP1r&$|@cB_*Cy+xu6Z}aIa;-t=cG?ms{LQc=9}TZ(3HoHdZsu ztBbY}&b+v0E4-)$h3Cry<v$U<a_E3aTb&k8zP^-kF;WYb&6{d{t%%unSZ|T&mol{9 zY8KXn!wsKX=}$E9$c1g}<gNkk{aKY_%QP?<Eq`m*Ep=G@-j@1JQXM@9jko+)t_GR@ z-Cts?)o@ZVo3~e74ebf)^c$I~u)h`_x8Fh)+kRD)-k4Isyoh$XeW(g*6;E~Vv?BVY z%>9e^s4~JIKMQ`5q>R%Wn(cDv$|!0veKS<AgtWcgCZwB6;2flc`<p4j-{fa&;BQ5+ z=qDb8y;a2Z&)YBmjZnlvnJh*Dk0SO36~@;WDuCBErJ-q)0>HUo@p4QawnMY+UoGSj z*jsgC?u8tTw$fw<qU2!1G4(>*LJk+!f8@CGP8KrMLAT~uSz>=`&Q(oK7FwSs;>3Do zVBFnrCS@vvCzf$pv{Gr5aBn|#)?XS)8<UcDQ>5XkVLl~tUJ6<FTHPFNrLbZ|w0-Y) zNt_?gb9lT>65}1zXTldGpjG<kta7P1Tt1{vem4@w#R|I4`kP|#^Q;*AuSFCCN7r7+ zOBV%?Vf#84hA4ii9{!<xNd#Sy8`B!CMbHsl^V#W#FuqINQ22ID7&!(cU!I-9C^$#E zvtgAmn$sI)bQXnhCQS4jPpJ^T5B%O{7%zlPZn8brwnFG$wfW|5Q6Y$Ok7d95!NyE~ z^mycZHloZ6e^|A$5s>8eGna6tb<Ax3eKZ>)A}_wro3kO$c)2S?ij9J$9Ov8TSYXB} zI_tNvpr117u~5fCOiY1SLN*JRw%tEHeuxFX1ZSJ`0W9qE-W4Xjj)l?jRr~AISn$yE zd85e1LdK{;b=3$HeZm}jgWH(c^yZVr$9qgX>bv{*-+jCayER(oh<@R>|KqfI4dKtL zm`f=%CLEXOmi-=P;8Uh&#MLGS3NEiZt$v3A2`-a>vP9x>=RGo`jtu;_%cCtum+-`O zUTnQI19yJ6bStqKa8coxDx0Ch;ojRTk)P-=@{Yc0^@a|LxpU{xeL6;`9;ZCWq~meU zr5g!^D=}61KSV?5xV3mk_~u4BI*ji(JL%E!#%hScNp#BwmwGdg5gIHH{QWxHKtnp` z=&=^Uk9y<EpY};K9ME0(@MA9xb1NOy+Wlx~?Rr#IwvC2nO}FF(YZ}(kkDbz1qrqbp z?}xW!!kb#k?-P?$7^TPUUe!Ux<j}^_t`aIZB7?>MyGBJYWp|1HX)2Vbm0pPLrQ-6t zp8s0xsrch}c=>G$DjGc=o{!U^La@fU$4Z<Evi6Z@vrDMhUOZ%(H9*0rP3g&f%@m0F zkC&+seWF(NVC?OG6gY%$%4#@8IHIvx_U1tfY&1MY4+l}ecO_`f$(@3m-9u{2S5d$n z@}{g=o`NOTJ(sG)D0mZ~)RMTIg6H19UcDO?MDTgDgw2J5Fgmc6wCubf3<i})bM_P6 z64X85zd;Z^)Tob3#09~<q&M-xcL6k5g>h&-6#(V)cEjci#N6?XlWHjdpVI8(pS1*# zZyN7dDI|c}AGW8HXUJfdZ{bmSN=Adok@K%o$&mi|xAjsS8RoIPL(TzYh(GtDXxNaU zsJ@ikC_zTEjqaG+2nm`D&HqFRH{RcEa(jM_gcloJEEA(hIN4G87h6b}>Dp1T)R2VS z%k|!)QY3_V7c6h(Bf)l!(!5hMKSK8`?AU+(fA`9*jwJV|M~u;aI^MbJurcg~6{YAq zjB#nA=b((MF{mo51iVCyA=Nt|x9YhOLK9x|)x;U$cxq9b2F(aIib6MJFB>BH@M#|z z8AFtHdw0BSFhH4=aLJaf2FTIQ+q&kbKH3zPuRnO}U#B>%@{rdDN3a2hOsyWSgvUy< ziB72v`0E@!po`0!n)oa7bx|U-C&bxa7oQFvh=~x_#m`li>uMKt&>+p>74kv{55;pu zR%PqJyuPw{oamLS-y?n)M(e;Nvy5}Ix(+Ht;=bKoqJtmw!ab%9+8F9TB4g*Sjjo2< zJ)5Pq5i0(vxv)nIDdIuWb!A%E8T0h_@hD<mkIo!*)xwj{UB&tGTHt<EP{h%$iDQ>^ z?~#Kv;TKv^*-6!e)wUDWS*02f->|#C)j<P$%=i>v{#8ep<3op^#p<xRapb+zR&~f; zPa16JR0sc~|2XdCsNux+>+%QLYWQfiI_~E!RUEl!wl0oK70oVb{2y{uun@5_@}Q3j zCXT(-efV1$%-nCClGl{sxiR*OldUq6ukG*iq$s20xV^>eMkO?+@GFmQRl*D5u+{*= zl{u|TXRVqPVKp1jk?@})#)S5i4p}Rr*O9-%{F4G&gSM^T?WBMdlaiMek_y;-QMIe1 zRvw{I)z?hI<w1Y&(yNFnk3aR~yy2sAIJ@DRO~+<AFq3yK%y!Bmd(ug5m7gqvJ7kx4 z4a;Ck=KNU`4;d_Z6&JluO9sJo%EZlXX=JRpv#mT-8WkhArhVzs@Yz)C$NWzU?!N2H ztaYT&=)0mc;kYDr<bBl&>z6<bkL5j&YzZiT2|6&ACk_LdvaSFLaZJ7G<}e5p1Fvsf z=#L>$ux75Pq<$5Fh-b?$BX1FuguKgaY!k-#w(kRC!NPF4D#jx`CxnnVkxSwgLh#>3 z&el6F1gQ!ca?f5NlxWMTgc6-{XptiQTvG@uNA1pCA7LYqSMw!W*jO1}l-Kc)jYDSP z=PfR>ar0zAe^MYDOa;yzEk<mtdl3{LB+15r?ac;FDjOlH!jBYRvtS)qe6Q#(3t~lG z546s*usFY8K0Szq%_D*ZmX0j&`aStDY084>2P1z=8sU#^TyMb_qA!-@mpHXDkyW9_ z-Aec&c>4J-hjUE4p3V!K3}GVwY4ub8jZCDT-F0YMgNf+3QeUqMGx6lHi@5dz19J-> zkBtp7AV0f1`ba$kNwdfQ)4RvOQqx4;M`wvHso%(9vXg-YBgyfm^~72xGiQqu13SZe z?)~OxKr{EWQ{pfkJj#c1o!-%LTmL3Smgp3|8=Cx+<#bewk%q4kp73RGM(#UD$GuCh zHS}WXcsrpr_$!c(Cp8P*bxw3RmxP7}ucYJI<~A8YDLOP?Ue|oUL5KBxpi}TS8kn&& zW2<{<h<#_R__myeJNHSt;TbgK)&JDO2^!u=?O9T~l?L*wh3&?=G~7#>(itZD<aTwH z@{PYlSG-DL9Gj-Xwm9vSFVQInOHR;anyKiLSmNAQO8Bs^ZEsl~71!6t>+U{7h3jqK zC(2<|IIFDkr4W769BV&cX-$Qeu5r1CJQa&|vm2)VQlR8>%j@n4g>d)xzFQwD*q8kK zdlJzl4Kf)ntIH@T3Eg-36XDBY3yr~>Q54+2$oVvi=#n?S_IJHJC{W<9=W}qT;FR_+ zZiX2JyFP~5zLF$7npj+Ul!JmK_MYVG?}B*e<8W|QksuN@yE5M%7Q}mdl0$;4AnvLK zwy5X}Vsb%}YfMBCV=E|yg+!O+*mryFB)TNWjAMstl>nT?#uw@n1rWL6Sh%07077Hw zf2TAAz?Yal>o7rv^|0b?!Dcd)Pp#A~yhJ$jHFCASD;a%9gH9I`jwqI0G+s4CLbT#k z<;O=P@NP8EyLE|#t>y3NuDeK>^S>^{uqL4=_iW8q0}?)zn~s%>kZ{xCXy?U6ek7j! z{(Q>^e(cX#p*vr|k8{cHzlZn#Z%_X3%+@^&K}};!6`nIcLCnxc%j)LUjZrQemo-0O zgzQ&(bGzz{aEvzecjI*<sQ)~_vzKIq5#EF+JOPFXw)kb`$1;QqCr7+WpaCN6K3m@A zHXwd~qBSD}`mit%KNeE14`#L7cI_?t*t5Z7OEs@PTA%Fl@{Z9%)#r8xi{*OQ?Y~m1 zEKwH&JsmG4p^M>wuiJ+vbZ{fKiP2P~gXzb=E{UAg!K?dcw(4)xfpJO4;;fPmc6En; zJMdN;4pT;<luB)UvvBnuI-m{npKO;DTW$2KoTCo&Xv3~Cpt`e73txB4@BQ*v3k%mS zDJWmp!nxq8tp&ka$iDmWfHBc0)}%*w7MNN%U~)Ty=eZ`frI=6FZPtX=z|t;SzXlpK z&h8gktAXKgfepO88pP+o*yxgUb=2!#i^w)oN2ONPk;d0*a9ACE@NuLXEaOL|wC&Z< zm->o7YEl)ItR;n3`Kma$&%iI<LlyT6b{+gJt_o3G>vNr*DtP}aaNp5;Dkw?%saE8r zf-vgl6$5k1FypTrcetVqiJB$GYR1YKJ6O6z^qmrlNv%a@o0V{<StI$KsuG+T`@Xdd zDdL<Rx62WtSE7<~dG*H?uy5P%c(3&ep!UC>)_f)pJ+H1)BJ1RF`*gRZz$ZC$#MQ`K z-jsvPx=r03tL1Rjg-miiD+}q1K8M<V$UxH0?8>u589W!Byj3SD1Hlq%f&F7?JZy-N z|Kuo*c*&Mra}jB{pE;b_-6Dljc39oYC@Jth_z^E@CIzz7#pdPBl8A8*8k<y-MEQCP z{s2D-m|L5$-)4xzbdB<?j-@!x3i+CIHj1HDf2!2PUkn4PkyTH+M3Hh(HjK+e6dOpE z<3U*>n2i5LE#wrzJLYZ415bn@U)kT*=^>2uYc?O)zFZi(p-&s;i-oYtb3UeTpAfJ_ zwN1xb2wx985EkGN!fI_YOY{XBhU>qqIhw_Wez3sx@BlX2XM01NRuF!8b4}>8*zj*Y z_GkTj79OhSU3&bG1#exCJ-U}zuzfTh|2molO76b&ojxp-&P5jUS+hV3ylZn-iG{Mg zTMf<VEChT=*#2XY3Cn~>!s)|IY;AMAs@ljzP*~<$?rJ8O8_aofvzbsm=Oex$iHYYz zks5r_OpF{LAG+<u#IBkF8>@9pJeIqCo~+Nr%EPJ3FQu92EHK^d&cTG2ZBFHqFANmF zymO(nje%O1i_dmeF~A&L=iHORK%>t&K8|e+JUFk!s<C81hbmv4q(}71ng(Y(Sq7@3 z(~Y^vghSnLq&D>sZrn@$TbfVwibJ0FvT!;smTjFoxrykMtiwmRmFQTcM07o8(((T5 zL{Sl$j`CRhjWG)}eD?@z{`2PFb%oovR1$939oeS(-~kOzJNi!erPEOPP=>}8OT&X5 zcLPU4XqdI_wEM7=a3+#qkm!^%w%*ucLiqCL#`Qra4OXo(KTpk35od4Kuyurrr(bp+ zUwBT%Jdfh&rCU_wI~1PtKSxF0wa0TR2dQu{f41g_FBKL_c6yIDQ*kEZza5FIsIYA3 zJ;F<&;tQ`#cIN^GKP7{&Kl)C=)iqwCp`8@seb#?R;64RjSFhasm_b3Um&e{GNfh)L zJM|<*Q_%JPeec!)!W|A}b6Hyo+|9VQP8d?~t3^(?Ns)pRM?w$fh*I!6U(x>{Cj}2f zU6&o{5=2zYh@JKWK}1_BXFfP8i2b93IUd^tak=nV-d`O-Wc!)i_nQ+SJm;z9X%;}1 z^lazry8<}xC)0oWtN=*AUL-k%31GsrVe!{m0UX)fvF5IX0F=z$ZI>M)<CRMDwJ&vK zjJ9-)73YwF7*fEQvt(pu)Yk0?Bcp3goBWU|85s(doGC1#UnDNRlj|dav^XR7;eY75 z@3<Nt|NrAM3Z1>%d(U&)`xy;|$WACxA&E33Ba)~jN*Wp{DkY&vO0rU+O+-UdQcBy% z_j>>J`{Q%_{q?$Cr`!4C+^TcG9=CI@*G0H;Ec$?VNj3=;@1t4q@gzKq`u5q8@a48y z-)8BhBzQAwFO6!FAk!>i>h?_(;SWkTt2c_m!QGBjpDKzYbKaJC`ikOlR_n3F%m3FG z^{x-066Z|7i?CLG8)pKQS1HLN=S}eT`<(SxVojiR({SrW!WrMkhrH&HOmJrO+F-&D zW7wtj8viUY#`Z_c*2T&j<5_}v_q%mQ`0klE9oJ`w9jj~e`BucN*#7DY%@8{q=t-YU z4RF|1qI%$>J`O$Y^}Mx3AL>cbP1==uSmficvN4<JlK4Z<IjVZNl_>V?R<8i+rTHtp zA_aKqab3n`od91xdlsEH6JVC6_$O_e01f*$S=ILNaWiQsv*ZRJpBr|sGY{pX@!_S` zQFA^n_*WQ{CHQD6IU>TT)<xj0@Sj6Lx@eHha~;^Ii;=?~_nPc<ab$SE4U?&hrLt`{ zrZ;r3v23mUn*bfS%^wxpF{KTP9j$U*j5Z9O@T?2Owec}z%U|jNEpQ*Kz3VBg1?^D} zuadKxFbX@d+sR53Cp6*;T)u0ddz;OO&UFoVO9dFM@YBE>a<pxmm<GfZduIOrQpdKC z59jKW)$w=#NzQX6b>ynFRA^SHK`~WM<h8LHQvC#3cPdp;>>YQyV7n^RBNEkfg;l{i z<kNTOh6<cFByX%)rGgCp>aZLU71SMhT}`>Fj0Nj|-<Thy47=^I6GbM<n4M-fOW}$V zetm!Z(`A_w#;b-TbABlzV8!#U-)9uDSi_-0PN0Zg)?XajD2mt}p7-|55e3ZtEP45l zjsngGNEI%atpL}i${Ss-@(5k?rsCWSIndXWxMjL>h_K!sSNKa78-)uZT;IsTeplGw zmN3GXzNi(RPO{jx&DfQ!AdAkI7wDt)GRV5EvgP#_8MM?^t~`4~8uvQ{`B|@}AhtD6 z<(ZZg4AO1lUsp&XBY#nu$*2UBSN@x?6DEPR<qLn8jEG}k_@-}Xl{kLh*`f5=NgUB@ zZVD^*iGenG#IY}33;{dIfoaZSF!ZgRcY-R0)4wV=T0ZCDnM{Io;w2uGrhomr<IRKi zZO0H<VIH2BDm{E#LUf2wOytaQE)@U$c$B+`i#3kZa*Nh+ac<FDnOU}6cobiCT*2c) zb|p>fzdiV3f#=4In>cvBV7KCuBn}Fded2q<IM^=Zwe`+k!lSuuTa}k{uxY>9&{IAK z-BKy`zX)fxv%&{*``B2y=clUHOEy*|MJ0~iXXE{N=gfcCLF#MxESh_O4HN1+cBLm9 zb;aywyH~K$d++iC7U9dTlDE^ZW!ZRAt~$M978^g0r+UsGWa0CnW$Tk_31>(m1Ln6_ z*nZ^RpZfDG9BWXrU$mPA-8cH%FI%uM@ao6PMKUaeoAW}8#+i5)dQ;T@GZVA<50-qm z%f!GIxj1qN6Y^CyFKV|lVHs|C{L*SBPG|@1Hq~bWC8LM?C75uQ7^18mWZ<92sfIa? zgbN9G{9pZdUE@~Twva3aysW2%WFr|UIJH;j#x@4h*||G*E@MD{pW_@ALk9MZ|M*Zt zI8yCks#{88AX_THJ^D8tl;8IfO*;Pjo^biE&MG?2G3(W%vItjvt~^>s^vI%l8CzH( zbm#>o?|Z+Mj<|2%b`}zz#Kbsp&fC$U<*~4HpApe7Q)0t>89JnO-fd|3OGDe1J@v`G zG{jF>`vwwSlF_&=O5*_y%?p_Hfy*?AYLt$DA$*B=9=oL?ng-UZO`R7*Xm}9x%5BS5 z8aiyZ^-~rRk8>`pOXt$Sbg;9}nV>?9cjM-CF%{GK)dp^XRE&no|D3a&imYX)!pZhj zT$sL^{8g8V<~QeO-C<F|+vELk*DwXMo-Kc-)lGr0aAQ@}1q$4+SBx+5qaZ_XpW_1o z1@98_tM-#9cr-1hVnuYxc<nZF-6Jv#We;_V?<1qjuF~?EBN=-+b&5w-$(S6EI}*bq z!~5z``|7!5T;Fgo#$k+vh)9nE^i~qma<52Uyh`*)j`zuxp(Ko&yEm$CCShi4x3h>X z2}P0LT0Uu$F!IG=$!$pzc9-ZmUztzBplwIqt{zcj7pe?PSBXMmm6UwW8BxT1|MzWZ z?f<&sCYznOGu;HXzkX@?UN*tiu|3u2_M2eWLQ(S_8%!Xjythi-+yttRMNi)#`epTj z&f(~r#`v?aH|C;=F;aeS8~XU(2<7z)R5m6XffKTBrL?gTmVBwtG*UJ~lXRxHT%I9b zZxn=G%{0K4ANR}W${RpNNA&ph5`BbqY?!LF(#NAXpKk$EdT_7XoM@1%hhyFAUK=gf zL&}q^Hx2T7n5Gr(KlV-l!(``zZDj)3tg<}%B2|DUnvurkLjstqp5ABYFM#*2`cGyX z1h{)ocgG#F0Lg=cj<i}n!q-<GPbuO<c<zn)hQ5S9oimIMqGt|!HaK3E<m2eSZ=cGC zbaB<~?5pvcM89mfU%g?AE;RjJ`SP;5xGr<;(Sc(+Fs^#Mjc%X=@61j6)?e2~L(QLv zQ$)X9*|Rw)r&|lf><b<T!?lo`@^H%n2`$8z6v<`Y)`U-~_@7mJn)q2DfB5`dO&GSF ze3xFJ0fR41FX<K<u>Y!A;_+S`iW1=s376DyA;fV_$v-vJ+L?@Nm#ZOMyYs=<lWJJA zY<JfEHELL*;cYTcP7PtEGI}YWRk2O@)seP?syOU@<@F7QD!6&wNeXvVKo@+J;+m=8 zLidzrTBS1568%J?32&^L-+v03QbMfh&4m+*O1NVhv?Fjv5q!-Q>53dhtcczbazjZG zK}&_~mVZ_Ng_9aL8leF4bE)fh849@3EooAjFAt+Od;dpU<U!iN8dD<4LnPx-{+VVu zlowl1RRzi+!ByjGi<%tvl+Kj@d@76h)Ixv1I9VwDakDdDDT|?RvlZ_&%HTy?<%v-< z8QjJRy)*Zvai_1fZd^$k%j9}Kha^j3?7h#om~lxwTmL@lOOhmd_V?ZPS}2LABV1F3 z2nqb#b}p^KR08K3Q$K#M5ywN7gMIy6aa2DWOf<hM2DJ?qb_E;6aI=uV*^?xOAp3?# z=il@2>AqzFGmMAC6UlcKZFvyOUU+u;Hx~t$Lnw+hT&!dG875ulqIH!@R&y{HF)dHd z?sMZJ>bpcpqcIm#{jYNO%5u?97g{-Q9v2o;U1MHE-#m60h#M>CK*X&-b@c@f=#Tvl zJ@e(jYY8psuLTG3amf}YWDY+0Mt{rhB|OPd(O6s0hF&Gtx$_Pi6Y_p*&R$}}Zo(<X z;WQhWYMj=I{cKRfJ(N$ZX5+5&fP<1T8yD;E_!jdBpWf8p+$X|DrPe~Zp&k}2PbWvj zR<lrH+`K?3mxWlRHu2;z79x22YIHnUSn2kTS8U0`{+5+}`!rcde?tnkmu6vTPTA_x zF(xRfd$%rWWWwg#T}iVDCY(M6g|&M#F(I0LGG`4F5_#q4Hk&cA{oI<-?>yqzw(Z91 z0R}ERUrge(GGJpn>+7sq1~g`m%x)}YAjWhp`*JP=w%m&+wq0O=6IptabdUk{(X!}M zD;aoidd}I-n1K`eJ^>QSgfC;qTVInIIIXhdU5*d~6DJamUL?FJZ+wud-%1Bpu1dJS zl#aD0#~0*XqvOiST7Um|I%=>!#Oe?oO@BA^SFfUDD(av3AwxPmDowYqR-$8r)Kn6O zN(XOdg7spQ20M8T-_ijZ9zVY{_TT3$ABP)h!Eb2DYz;5^Z=dmEkM_*D*))uB#5KC& zX}DTpY<_GH4TpvT4lG$sgL>Z3rtf?joO_p7Tw~MFwBd|)*c=-6z4Dt1Youaxm9FW( zG%A*J0!{LRsaVoo(6MVR72K<C>x5LO@UIu`s8~oveYnB5V}vs)HqssT^%Nw23^bXQ zPr<T8i_U~l3Z7mOxEVWBkZLoc^j(tzz4=G}ToR_BDcV^-aEy!#PZ#gs+DArN3-`2A z4bdx|85f_Wl94fc${_ME8O6)*JO4E$WBpnAlY6E}cu8HL%6d)0lXosXPcM^@^o`Bk z9ZW)em(6b*!kOiYIyv7BN%;JHVPUg02?w{nkiGmz6au5gGtNY}%<78~`*>LtALkWj z<(~gvSM=+4N3YU0g-0f*$c&g3t~&>tn@n)J+2UK+braaclP=9!X97LJe2EoP#-JKn zcm!1#gEcjCe_4t#0zNK%@2z5tO%K(tjP)6zaNf6Z<5Nb^Jid8ei@FhP9zI&FG-wF^ zMNtFy07KY2Sxb4x7~t|sqs8fp25>y7+T$3Z5AF5#6E{fu5bAq+HLFPvQtrC@2R-z# zY4War6yZy{(|6fpR(jZKqvC5aM-TfAp8dE|FTlGxNfn)F0hVl^o0#P;07YSln{O^a zx8cn}p>94l{0rK%_7Wc-EIi)lFD1HV$$UXOhY#`m`hB8<y2R_AYq#aLF7B0nDz%8v zMY8plxQ9E4p0ST0akO=jo|*LOu#hh1y<NJhKT!vC%S{`O@O3b``pUfGQleuDgyq_H zYXeV9Nxk~o=%SzMV$9KoPJ@=<U!E4G%~@|Zi)dlwN%&u#TupSIS{_=rK@+$BdN`E) z)j&%#yQGN#UqGP0@WprY;e;H41_GE}{xd|!Y*jExI($VPhj$OX{idl7%H*;+=C{-! zbobx}Azd}ZbZ2-~POE~Jx1gDlpo+QY%%qAps3K^DuGjok1ux9ko-&J6fky49$tEoo zbk^$0k=`kTGHmzPf4?$9Kkptq@k<E@ch9x_UZ8}=o&IG)21;0a{@O^(W<^9^TK8T| zK@r-uO^m{J1w2a*mNz)B0Oh8*l;nj9h;mj4?Y%3Hfspq}cNWQG(avLicizdtMr(L( zeViQDM^7ALiOC_^xqfT!6<KV4b<oe-NETfmG|I)>WzZ{YGj+gG2HA@HW0yBc<B$UB zypftTGFH!a{E{byy&-z8N4H4f<jKsgnFdMt&QfiE?koxS=ivi)GbOO$RN<;ga|vv} zpc$^+Dvq3?#VIM4;wT<j=zmK@93>i_am(+E;c`t?fgnf>J`v}OXSBtj<C}YC^D7>l zeubvL_v4|n*+i<D&qIX?MZE797iRH(iuR3Mh<5*bwlj?jtZDgkW+xYZ)hFuA))GJe z9v$0m#>LLv18>qaxJaqmrt@^11DpLP*rL@O>~E`@c1hzvx>{MFc9w&OpU7<w{W(}x zr@e5+Iu82cze@eH=HS$f<svsO2cGOmt*?`8%>RA*edH%LW{!QCr}u&l^&>J>wfSru zKJ)d>&hu=1GuX8X5yVW>Y8vxn!*A!=EHki?7;*3AB{mz`hvI}}M_8Dp-=3KJnuY%6 zzqc%Iv+(kv&L_ro7S=Uf)BbRQg*B&GKh6-om=ud>F7{$ULr*b|w4Q~kPhr9h_AHDH zhPgTs9h0uQc7FRGCSr~!ZCgS3^0-_1#q>QU4*fV~@G_SP@`B``v=k<^gR&yrPcrc# zxaXA64kkhw(jzf8OmsYnPi!GG;Z}an)V70xdgWvF<Ifm)?DyV0IFkWZrs4w2SYopB zR0QD+9JT%JGvLF({lLlWT6YFignyiTwV8oGo8DGlT*^S?tsf^NY#I1OniJq*#DJ4! z(`Swp1Dm&I?4QG8fRa1D^QR~SqqoZEMD^0qC2Q{||BQ}(v*c3#68?lkg83$gj!Pp3 zw{Bdd<IYFZLrwv7j5(`U_B+#YFlmSTpLKMklQi=_I?(a1!rN|#G;#do+`Zc$X*hoG ziHGey8fre-mNBl-;Bq0urZ<*`p~f|nXMAZ;_KzjGyV9`Yuvv<(Ee#%y-<$hYXgE-H zeECZW8uIBKWfz5sPE!7L^9JEfbWw$5z<ny7Wr?)yA?Dl&`jXW-RCsYFz57C`_!gsg z_?{aTx{{gMr>v=n%_)D$p;O`X;>YQSeH5f+%Q-B4K*5y@%6mVbrQrQBPC}M11>55D zO-X7LJoFYn{G4!SB0jy-rIn0Dk6QM=xIjk9_{%?@Tgl*Tu9cB@Afv%H&aGaOj2n4w z4mX9#SaLwe=F~S5M4z5&le$Ynh;vMCW*`aoj~HItyq1KYk3NUBiIecg;=-Z0VNo12 zp<c3W7R4K*%mdah{+};Ovosd)^GxxF)VA%PlPLz9==#bOQ+#P}_%rj#1W5{7RY}K9 z5Joy2uEIBgXuj7>A=?CX50|yc|1(A=Ip)u<cgEO%L#3k1(-`KFuS51|7$bE^F6Y8C zBNXJHmUe13#4fF?w$U36v4?q!{CuGys7a?twW$Wg`!h_RX&B(Ar@n`8ojx3}qx<VV zeUzk>9NpHZhaEEKbgR$l!8;{g;p?~n*E*QH+`kIo);{og<9z{G^1d>2Qv~pLmswQk zD?t4l{z4;50lv!e&vwl4VWauOgL9XUiFxOJ-o^59@4`XbZ$W%4-(u0SQ;UzQ_1*dJ z=kPJ)5q>STT^Bhuu3Zghbur#yPkmyoizk~sf_E*@#md7*lEqm%5XtMCr*Ec%+?D`M zhcnucy?d3nP)8d+3m>?r7HVNKVN__2l@?Aq;IAh`3-czOBu?c2*DDu~RBYA6WaD!) zi-nq4E*_R6oTq`}qz`h#-WoV0EEC~5u8uch=H|0*tHW}cchpL6b%ZZT|M7#V4*rI! zR=t~Qc=0|qw0fNyq<iAaqKRJN&fk`iTcnDx(<d|StyR(MvgM0pl?pOU)9$-(P(ka8 zQypr}%BYq|^Kaj-3|i$CgHS7F>_4YFrFlmQWY6UWGP{&uVdZVC`9l%2H--K@bcyJd z$h4v-wu(@Fr+6}zq6nqR+oIB)3Sf$k-E&M+fXiitfX8AA&<e0}RU*1Y@36k(8*h1N zkd&4cvE&ik{#N~Ep&V$9lVQAla`1j%KFE@jL(I%p$BToq*e&AwBJ{N^Y6Ddt*4~hX zXDaztB3l-gkN1{d+aUvwYEMV?Ptp*yP0mecNkg4do-NZRi7)!RO;_oXP_y1QuRl-% zGsf~mKE2|Y?X>)Dpuac@de@2OFA_(DNL6l2s~D!%vMGTl#ULFR5IU+UhVjjBK5nYz zVdtA8)K52fIM`-)rEf0}{MVvsKMZ(~D5Kn>2=TByuFRbNjEh0-`t_SqxKIrcnV;iJ zI5Oifv2zm_70)+@beeFnh^{EUfyaeOuHNgCVGgcMHZ3!6;2@@b_uSK0Iq1l^wNp2S zgSmStA8!)9qA7HuN@W=b{6m*4Bjq?yjuCyvnazQ|tEWoS55k8_j;)GM*^mub`#m<D zjVaNeBZ|k_XsEoCTj#|_eN*&s%vv@YnKo>DYc~8Zx-{0x5FTB~SQ||ydL~X>Y4S7S zNm$di6ICoE9C%Lok<7x)C+Dv@>|&ug^p({`6BZteOPG19v+!#CjF=poh0ZI=QI`jq z@LYAfc3BG(7HJ2_vM-qUyY!7;O#u@($TF#xM7O*dULsoO!30hSc)J%dp_+LxMN*ZC zWrv=e>E{s6lm(8({$`*oJa9;{odLyV^Y6bbXCQ5V&fDx;3@|!;p2uHj;M>Wd1*^{z zU84QyBPWCb%`5X`yS*3)NbyQ5cVXaEM(~R@M8DAWgi?oj44l8&)c$HA122u_Q+D>z z!Fa5*{?`jSRz#_H#AVPiiz#(&dn_HNUtR37J4T0@;rR)c4;_zsDtwyP&><UjqQP5- zj<D>NU#CUr_$s%V-#$e{K*@!nPvbP$d=T<I&`g7y)mXUv9UAny4JNx2X;7&37`=6j z28R#!f>?hVioHK`wr`_hcK3maH7@_{Z<(@kSVe=%;>Idfd!lDTBY#in(;(Gg**>63 zgIVo--!BR@;_t1?r-VU6-TJ<a1=CbyZ!25zteJ|&xu2Hoze`1v{PA*f3>8CM)5rBb zR9rXNy)~5ZWNnaE$85rr?N>)TGP(&be)Lv^yr#g-a-dQoi-IocEk~{ro=i=NWm#HL zV8CEl{F0;~V$PSqlwmTA=vPMsPsunPDJfGQPlohmm(^R{$dJ;gJu7NJ#^%g$ZZ(aJ z6Pn3MSN@Pt(j(;<)<?n_*TNMpjU=?3sz?*NO~MNL?dY3_Nl2fv&kc7WVL%ysrFBTi zs=E}r_0RwI%G-h7hr*?%IOXt4dQO=sUMHW<pCP8j?Iu0x#inr0r1Ui<o8V~EVJ|g3 z6I{;HZhRwQf|2(^gC>M06=&P#*6lS$PXC4SaEdW9yv{V~*&E?c(l?pQorbW`b<&yj z#t_#O@18NWGDN!0S6znz16&F6>$#F=fc0t97xaY<kV;!PAmgPEbH{DWo>4tCb(!w; zf1!u$9mR!VC-e~JGF99&TMrJ3jtwHO1n3G;NT|Lpz=qwDD!+pSSmVLm`_M^%xMd^x z!Kwn3vf_4HP4V$lzj3s#f)C~NDa+IpK2{#}PA(*TS-yCSJ^c_L4mwZ2nA-5+7yGMD zyk8du<?}3hZs;O)Irr#FqFYF2OWAf3y3qWh;=H0t2W3ygB(JR0foq+^FuzY5VvLZu zkSuLvNc|bwC9I9sA|<1m8(N5%5ISVPP7Az#b2+BE78Fibe&>JCM4gG4Y2tECL@D-E z^bKm@=u_*^u@ns)7x!7bQ9%Pfo=aV7v(-V{O1d-0N*(fVa=dz;so_u1xdR&RYT&5+ zupO9G#osk&o`1TdioP?iGuHa4;`DuL>Z?VnI5`+M@oYu~b7!VPTi&T)AoGc~AVvkh zTUV9OQB;Baa=pE(uaqI$d*ELU(Jkz{hyGWFh)&T{Oi&I`g6HNQf%_~a{GGcle|eH3 z5(9)UNvkV@tdZzne^&t|HqLAOOcbzqOX>KrQhDs^og6#6RvzcuHy<L-B~YHWP48on z941~KJT{Lb2crd>?8CccF*VxYyY7)J#^hq}uZWU`ZqKffBg(SK{Uf&ExrYqsu7Tf6 z!lY3oNK_FVm4bVDM}xMg6cjnvn*+@x@kXe{dgunxDLDy6vx!de^Qo}TFBXUUA%@9L zUvb3ozgE3+5Qj?3m#{|^aoo%Hx~+Ok3@neGPL>D7FmL*toQb&@#K_KqjlyCG8oS;u zU%|uUeU%drcks}+C9Ne;oQExI->aCu;Ue?_=U8PS7a}*cBk%ZeF|_yQ$!tw7>WiMq zw@h&muao#xvz~+YW1E803pmJnmLG8_i-T>q-8L>tARIZ8^m8nXgO7HrSEcUcK&XIm zPREIZRPT?BX>gEn=A>qsHV6OkNzI+;mh$F_1OMH}>x0Y@&9L`uta`Y8r9}-J%XUp9 zblqm7_^v%UI+cxtiC5QGo@OH~m7Uo{I3r^mr|Gwh4ZTmNF6mnk^OxbtHaRvFd^c`3 zpJXBNYRS{ty)4*m8rzUx$HEE5SF1&Zgfp4a)aob}PD(7Ir5<LXB!XcQ7D)6CFI_}* z4GV2INX-$NEL5(&x=Dq?g8cmAFQ>Yg@H1scX*^@1hbq6Klkg^q%`OZ)!$h_FneSXb zCaA^Hvu-;vvHbcT`f@%K=PF#UDJn8CMH)IbOlQL3DLvGymjTh;6@k-4zwBQc^x#$= z17DARi3&_)KqN`%0Vjxow+DmPwQXf!u;9$q3l0plY`L*&pDE$ckIi;6G7K2y-ycmM zr$aIOFMG`gI%I?+kBB{|<IwSE4ztSXkZS3B*pN+!SkKCty{GBm<3YOeUOJvl(hs&1 z&X~^5-FR;?9g9=O<a15wxF2k?LV-+2LD$cennA(^3#sJ)z8BWB@PNI4H4O`HZw>XX zq+$K9@ncSRiRrmel$}AtnRhyS-<_g?TjWT45JE%m$;Cgih<@2#;&#k=B@K&hTMe|W zXy{1$>Le_np<zvpWk2Ce?a=|-*IXI`ebfB%iH@0+|J*hHiHbng=HP<=_J-A5`0k!U z#fiNGS`&mbe%9yPQ<hTU+B{S&N2Nk<wvx{aqFe4Ct#sM-kb=PB`R61qQNaECMtyD! z1=HGAVKM6|n18NozO)7feW%mA$2b%?e>cf~GebsZPXX&d4H*J;D|PK0GIGmn*0x8G z(U$(}U#Tw{Vo7-)H!dgR<{hik+la1N8eGt~)`E;rSGND_CAwy%RHW3N*Cfd94k=;g z{qH`PxUxSdM{`V3dR#oVY=bH8M9VDuYi5dDAG$pUbxkpy-gIhzf(cZ{*p}kM#wZaR zC8rk|qeo}s%D4l@@Q9bVG-sJH?u(_7wy7DT-+b-7C;3MBTll`lVVx0r4#y8jiy6U< zalV*LI3qIbTr(PMh}y<;cebh+!XwbjyP?AXPAdW*>+CW>jg8Ojfhm2wE!|(KLv+hO zP0hK>EA_C}@1|(AhaT?vSbJJg^)P?=CIwfbS6l*z7Tib>Aj>9I>D?9q1gAgB+ZYO< zpI`sSTU3CT!3wS#ANW{5dG(y!Bcfl7^JY#b{I~!30qKJaA6LrGRzGC(5u}!K<Jt>d ztUa@vtel{W$G?(RU-8k!YMb^0%dB)!R1mv__fH2=hrUdoP0)dvc&4?aoel<l5~`05 zYGduU>qV10wc*{zajI3)hQCx;)6xMg#2i*R?z>A1ua)_~oToGq+5WiRBS;fE8&kUb zjWiJ+_ieE9u?E--cG{sp4Ln%&aP>hg4TN8Rb$ZoZbx<^lcP{c%$EUKn@gK$2;Zt3H zvhkf7C|1woNLSTxSon#im5dsmb;igoxTlKbsa>ufCsg4`HJck~rwX&Yk@Jr~si40< zXQcG73O22p^`uBr1&Q`&?@ioPMr~sK>xL!D@E3i&WwnqpW@;Nx>nADUt;>?G0zD<% z*RFNV|E7qmo!e82PbnfklDg;NcLh|?J2DzpD<C-<+viNmV@K4w{GudzWVLKKf5ciI zo)1eUm(|H(dL%0U++H~>;;Xe)kIUlj{i&#wt+Kc<bZym3F<DSHZ|^wFlYzCI^EM$V zY1CA}iy9(@-e$*Zv*$}8lhl6nVWlLRHn>&Own}2fN<(e>hy+%JY+IJ^EdjfzUn^Cq z61col-Xd>Q93iXpQ-++yF)yT@+xI~XW})gMrgy|pshX*@HB1aw3N^|l48?HvYxv^W zw>->PTs!-pD=|Z+mcvFo80&lfn*7B@$N<CQ-y<&GgdfX`_Tqw4?4@>6nTv%J&a-w) zbFo2aarK*D9Aw*BIPB}>;EzK6XX_>oN)A7b{QZanMa`xak8g7jZt~dCHJJmSrCn`h zdpY=!U!>#j#zEMk5C0rib0Aarlw?fw%kp`;KjsnM%<-91eqNq~t|)E_S%~n9)T({r zBOB2#6IE1+j`??L$e|&Rjl4OpJadSiaoN-_8*rAG{}u_)4`AcgBDt3}+t^V4*JXdi ziH$Y#f0l`8v7zz8PcCKw8>cKRQd9<6SWtgm{@q&^Y`hNOzdbLfWW5^u<B86RZK7TZ zB|LdLZS3X4Lg?3~z)y=<XsXI@Q6;nB9k5|pd^Z!Em(xPlFPZQNHc6E%XJTw@_o?Uv zCNeS~{WA(7{PFd$ChuaxHP&ru?<OY9mwQUMXfqL57U2DZ%*0KV-Qt(W2uI?YV;8;q z?{gQ|SF&{sDBRrKH1vRhqi(XZqEi{T5s`n__$UM6evk9Yh>m$MSIp)3BEp@DoX-Lk z1}+<!UH`{qAXq~>z5EXy79lA^@dI?6@37rzS5JqfVcd=Gn{@0QH!gmVP6u=%Tw~7C zA^1((#ot3mX>GcA|4KTt7R7vy=l{1i%-eIVI33=c>`qO>nNHi-e(EebSUr)yr-`od zpLnbLsfUJ7J(@+qRW!_R;TO8xqd_r^_suAWhWcw|OztHbmMk;29ge0U&q#LLlOP(p z9gjx@tfyh)4X+A2TN*5;U1RvhGz_0q?2*!@;pgWK>xJZKpmzM(`$m+8h>rJrG`~_& zaXHuh8qqW2F2+Sp2~?DJuxy4rsfb-_K7XSU6?6aSsj}x$VJ%P|=pLrvTCLW-=j{}5 zS{^EIxkbUqnT?J;p%ko+u#UX7nF40wtj4X@6o{@rS|=?*!A!l2+NUuxI0sa$5}V1` z(Q4^xagz*J&l8THBgv@D?6E7@Nye+T&U@xMWRU0VzEky$1U-+&_xTV1|NFu4^S~+T zK2yk(MT6H7^VGAvm*M@U7>kabJ4Q?exAF7?#U==sdj7Ik#RRYN2Ol>-Fve-&fmS(P zV;H{toFG?Vgteu{;bG23U~RrPw?)kefh%68oo+Y8R#o0vYMLQj2A{vn<s0H`i>p>> zg8^dIH{Ef)VSq&$Nk4Z=7{EnYIAA=0@TB2$gSCS`R^G{DpGnX|<JflH?>>5nyztpd zN>mT7W*Xu<8U@f27IZ3>3J@i8%vLi|fEH@-&fz`8vHsHP22BBu9eFo@XqEtb#Fv(~ z)Do^(i2BuD<fAND!g9f3K2{CKWqw%BNAS@POXYv*V$#_!R5VW)rGDe-91mTT?W$8V zP}Rj2PTspTrY`)`BTe2u(ZOyR`G0gT!j)4|QTxd{cv|f*JDshKi0*~cH(a!#M)ES; zU#x{qcU@-FmT5utzShm$&zdka?fkrOuO?n@KcDlPqlq(fNU_;T8j!NiviW1EfqO}` z6LY)OiT+K>ow=Y6#l)LOMO4*skI~JK{GtY(d#}}wpH@T3(JjeG?bYyMf6aDht{Orn zZk_e3QpMTfWlw8@RngNcaqzIBD!ycI7jbA+L5hiGnb0m39FJ~Tq`^?Zh5J#JOYSM7 z;HTK*yT;0RDwFvATfP#^(r&k}bXP+Dvr(lwjuJ{jZ!UKHs)(&ZE48|O6=Ae(vTQzG z5r2%SEV+XU;C!v0*<q=G&e-kO$9KttweX0i<%Ap_-ajt(EkO>U*$*Zc^5vjv@7^wZ zQx;#p`g>drk;Rb3NYzW0EQT|3%?Ibo;&n;7k>Q{W7U?v)m^sLRmA2~L$5?5+uHZdz z_$vim%PJlWmcqiN_o<)jB+*!Nt7FPT60f#wS*|fH0n0g_wmTCf(7JDd^MZvEn6hay z7_Je=Q%0CnUYI!ct(vbTtt^gJH_z?=Z?AD|nMl^WJz}U1vIq*H6YeDX{C@bE2dAjZ zx2|UJu;xi{#FqdbWbG&BDckbUyC-tQtBs2$!_C_N-G{g<BXGF$AQ$GtSBuBM#k=dP zySya1kUGOLap7{YeQE0=xdmJlSBWKscXP0>O}}p5bE0eBi~Ks6$-&+5=vC!}FNY3P zeq8L#LE$;y^pA!dM2Wxrnybn|jLzqs{yYx4k3QY^-+tqriZNBszq9drY0$*pW;X7h zGzuh_u|XBw{hg7<hGz2Y5$98E_^l(ImpsS@Bh@PHw=dB<!NqgZ*Rm1rV>DaQkd3RW z71lILu@S#2K~8yyh0B{5A2MFBu;Y`5g!B~_zLz!^g%iDU^2n0O-%cz{h3)MKRAZs; z`NX6CSuE&(^12-Vl?i5C)MbgMOl&uM8BmtRMDpweiN!~lnEgfO_}Dfk&XUtMRjy*9 z^?qB~32P<{w4aVDD=@K}N!mP%%|z4L>OHUKGI3|Pe?$B*1GO^;2DKU(*wI$DZ1f=m z_Ye2!_{0%TM2VT|9A>~*^52R}%NaPHwbf{?J_A?IY)W4s&VcaA!bcw$FmTdw!R$*v z=?Dy;@4$RY$8MgJ;*AVCj_m7}-4#WL{NoE+8;{W;>3d+UbpRdu5+&{&Poigbs_krD zL5KU|q@gquI+z!!Iqq_FG<+mqQxm0wa!AJP>j({Wzx$j6HAG+7-n+1=f(C7q^v}k( zXvoiYa;K)zkeM~T@5ebBvOXx0GWXDMZddxOKv%+@<~8jbiC)Qmrjc!FPjt%9Z8^$j zG}NeXmsB^TL4)>Ig{47*+B?;V+43}4{j*8`$fQ9sEPTt&IW!m-&Yoa=p+ac<nV{qW z6|3c5m-}C$qJBxk>eW$H=<hSO(GQ~{)3*4<gXM%fmdjtPlc5r?N4!^6gm|7{jn2e( z3cfEtPd{BkfyzfS+v#Hz+}67i9ArgwjuB(o5Ya7fM{kwf?IELa_NRBJUz0I*q-Ep! zyJW<hd&_W=$mk+RWQ46CJX!oRf-6Bh&U3t8HB7>}E?4b6)g**APaLyI{9j)fS{3pe zM@*47o+mEy)fCJBefY@hGQ|rKHRbnDOhMh+bJ07}1p0Q_iwiy)LrH$sA>Bx0{2YzS zDYrDnjj{@*Pt!)k`SQ7^O1F%N^UD&3++rh$CNsVjRT<*foAF=bhYZm$;-dd@p&<rG zr4;`L8{o-=3zONZ5B9}J#Y3C*@hc?Q^ZAG#Ha#!u_pi`{PyDlWMiF{2yC-~aj-ejv zTJth`XX~LtZl=nwT!55<hfDSb3ouO|FZ?7UfM-$k+SUm^4n6fcZB@m`9jOg1l_&V9 zRnK3Wv7L{LhHd;v6FwB=bD~bk@NxT&<?I<DKFT=<bQHREaahEq;`2>i#BGQ_=AWnw z&C3eEzJ=(*PyVp>J{?_bn<+b4BdUu%yJzjpPtifzBTl3aUk9Zvs$n~$w6Vqa;%QM) zZAAO-`{%b)3%mEcon!h_6IWJNggX(Q6a*yt-TSM7cOTTgo5gBCmpi66p{4;_+DPrg zE_K+2d4?6HtK;8N#nO7ZIy7GjZ6C{019wNl^`5P2Fdn#@EIF-;KkCUR)iPCaA<-=i z4yssl+Q0f(hYCdgeCb`DtAe^LQ<-7H5jl5nTgSO7Am6+FC!KJl$voIM+DsXHgJ++; z`%4L$u2CD45|ki+*0;k|SqU$hF<W=!DI!6-hqrNyBCaU^KBh}nMCb{*c||b_SlC^q z|6`{D4x9aU_%%-fMOQ!OGf&B5iPHT8FKy*<gTur64mn7BxjY*Rk;BW6BeQ?g<S=`r zj@Eoh7FA16r2I9J#ge;4mO^SWkg0caGnJIa;zKQ`bJt0s%u&A3{EZ~+N}NB~s7NBX z@VCp<bqR<)In@=gLIOH{e)RL}B(OMewR69|1mp*Q^yGzzV{XsDdF!p>I7+hbUf3aq zgALU=IrGFJ8?1N0CR7aGA5V|-fAi44qGXepz8F4MxhqkK>G{JcqwXsY?ER^JzV$r3 zU$fxyp+p{<4&GB63FINW>ML2qf(J#(>d_TU9)^u>)y)w70@=N`ypvqW?7e;B*j6rX zJ>T_D#D<HBu#Wq}^SE$tU-UV-pM%7kw=c|l!ohc(xf7Gcfn!AABf%LCYDc!bc^^!4 ziBRB-^;!;I?6~k&!JY%s`5&^6G&yKlUJ+`zfCFy!TYg9@8%qOia>dKp_^uMK=^w`i zdDqUdZXY(J-`Vbc?7_y9juGw+7dBeerL#><**GSj^<zSfjn0=hy`v~>h&yXeNdI7A z-Y$W6+*20hVi&e_6J4SQo%8+yEKG<ouKl;a_(I3{CzVYs{OCQH)@H*(2zTKjM+p|j zR%QjXPBB6C^l!9!!^H5KZ+EX<CR{1|+G!QZMC2Xo7sK96NG0CVd%BKEbRJV@r#azA zQTi->O(y6+!hIhvAe>REPFmB;K>ysOd*vI6?ojJh=peeJ_mcX#lj#inJUFt^A(DZ` z;yVg>K@2?1KNt4NgMm};Uhiq##K7RUnywp84D4li_N>rlAUjfzJwRr_;+sN2wGac_ zuT*V|9;Abjyzn8nnvQ2{Yu#FN>Bv!8(|7V59lx4?u3`Jo;bN319cD;}Pq4p=jT9ZZ z8jl#fg>*dFZ8_RKL4(NUB|FM`X=u$c)(d?@!<UHM#fwX6(2sO;)5)h{!em9)j|(*1 zPg*(k=mZUI3}K1Xy)=jq?MgrFPJ@q><a<RM8gjTR*ZtF>!7Myz|9_va*!!!M-l5YV ztM%gPlXfZ=-o75`oI^$W;18<s2`W}KpN}teqas|g=1kC1Dy$q<6}nka(IzVTN>z%A zlz5dBB4jGOc(26=W+-@h^y0kt-zboiuH139h5}yYjv&XI6jX|u9vmh7Sll~5=$s1$ z@5fvZNNP~<qR?$eoiO1`;W^nW!(?>0cRAQrl3{H3CbI1`8CM2X#UBKc@&1XhrOR?M z64j-vm@;H&-*DMbKsfTpt!ws%Iudj%V$3H~Ntl%FX(--DLeHh5i$Tjta1pZ!o})y< z{e=y0r|Cq`ythBFKGF<^M~ftfW6khZEAHOn)n?FLvNxw{z!dI%CMD(zO>sdmAd*5e z!QBtk*A=<OxOXOg;J&*t>U+Jfi%b~dc4m4)O_dSkOJCj&-(`f+aLJ$Ly@m)(G1&Ok z!VuTuWwZ0%8{l2Uk^m$dK(uWBn{J8$iq1?1h+fi%!xiJhq9A%DPP%x*S3QWWVLPT@ z)WhQfd5@8;dN4`pyY^U84-+q0Gh6!wxN6aQ`gO4YXQQ9KS>Y$ZoF<c+{mTSM)^co{ zR1tvX_nLa6pO5jdONZKv`H=UdDbD!wQU8s>8szh_ttcV!&^KM&w2?_ad|wy;I<D=B zj?_i^Wk&LT8(l2ezt>P+NEhbZ51O@vBWe@Ei`)%#klA*j_k6iF>TgdDO&!ukcaxJ_ zr;0WT=O@WWR%yZJvm@2*s213Y0~O=iT6i$uKXOr~CR_$=?tXI8#JbxbnmeX6P_u7k z<MR_5m?meh&{fp{b?<T4*dlc}_w3~z^dvgPURZO*Y;|m#Z|_A5SHs@|Jv|Ga8Wz~? zFA}a%MdZ(GeTxsO!fbJ_TgQ4;^p;U;I$5fS_;F21DNhA%RF}Ggn^e%>`cSWE0nsU; zvj+dWt|iN>w^Ln98NCPM6q=irAXldO@MnP%{=_E<y*{7>^$$ULEj%S0O<WjPeozsp zYZ(<EQ-G1TdDdZH1zdbI-)C`$Jib<__O!Uk<Jq!BYiG@p$D(7)TZ7`|pp&}d3UjF( z!VBXHa)so;{c1Lx5ig6)>s3U24P_B&NiG`LECce{Fyl&LX$Ymf=;RqoVTI{=!=Z9X zycziQDn3vWj-S8EJfcdXqC5S=wl;C}c(W3{y~OdaCf9s&sW{eb+j!7wvp6#5FN;u+ z5l8&)@YBEB#UP`yt8jsj7+%VjR_=Mt!^sRU!Q>qta49<{t(}KNS8{b#4iA2PaqT4V zP@eBp?jy!Sj6~w)8{fD{G@UoVe#XVp1KrQlbGV>8_^g{g#)b8~N3x!qx%hnU=Pu0^ zT*w-;PZ#TO;W_%j)K7{Fe=CLaFGmR<4odTPe&nF+(Nez;r5w<=yOiw7;2@$^V}(K# z2a^KdtcQLaT$M~s!%7ZxGhUWN$Z(KychdsNIUI<-Te-cUmyLM}7o@f{vEjb`=w{<; zHVl?-v>Ut2#{BB0fshMqbf2@)|8Gxz{hDb02YEI!{;UrUTfoLwQMWC|<19Ro%&5HE zK=?2%z1{vc3ud8~rkx2aD5c*@2o7T5*20m6W`rksMeTgX1{Rvvd;Pm*&O#2m_pzfS z3)-`<hLIPt;8JQg^=6WZL(JB2*Cr;0$_zIDDrO>U+r^5zgfCM(>dAv~O!!LIF>Mbs zk&{rhuWu_8;=A@sEz%{N`K7duCe4J^iC-@g#u>1wv>lzQV!$++B~@BTbc*jlK~ORS z5-<Oqr5s=&_MqPHwrvbta$(RPtY_dWB{U|-nE~C?;Q_IB48#kx(-oB&a6j{Gc!<Hk z*s#7`%n;ER8sQ)HUel2vVyE48hmN22wEnx7=_s5TJ0|d_gST9wIl+{UmkJV#oMh<e z|MXS){p5ewNrrlzZKomq{rRoI4K)0Ibo`wy(Isyjn~n=#rJ?++*oN;HiH>;Vy{jgg zhU>j$p1C132!CEO`x4>FxSFd~lsC~OUsK$S9BA0JU9YoWlZJx^%5^WeggY}jNB&Gv zA(6en{}JKITOHGt`yNv9SmnB+?KLXaU)d{H?nA{d#b`-42P#gfCX8D0sc3<*%<w`g z(7`KxI7UJHhU;oO>L@S_-*n+m2I0zs)7&SK6dV(J7m?vd!KDK{-Bk`0=p^cTXz5YV zc<H(wONIiAOQ%Lem=q-IteeUIM#ee=Nh9M5GP1w#oa{VD#`VljeoHtRZNEwUl3+3n zKJFS%_a#GXb@YyN+sLqv=sgG%GW5oC&d=r&{urA*i6#DX`jV+ShPO!&zxKT{_T>Ne z%8Q~DsjcVCAZ|AIpVN6WIIh0BJ&!m}9CSIdEzT6#S_&k#uqim&T;`IqCRj!fWVZh{ zhVUP9i(S1jgcNnwY6Tc$<C@9@<ryQy-R${NblwQY{v<64o)KDg)t}x-G=#Ku^8n-w zF(K^TY`50{=IOx^0=fa{f)ci<hdzp_VUjvsdT^5|O#FRP4~-WXE<86q#ML{WQ=X>> zYj@SpTVDzwT7B!whZq4)WF`1KS}H(U%|P^GssMI2_ZmXp^O2|We!pcpA9{Ol^OFzr z5kA~78SKo*Z&udXr8>m)?p!ub<-?<2L*ZV(F8(@-xkr}jVtF~`S=Uir_{W;3=UVGR zD7Lch5rgQH5#{09Y90Itb6UT|K?ke8bc?1BX~X12gjU`?Z5;h0Rx3sLvf<{?{TUN& z1lOMO{n?|1CR^V50Cz3u<rTSF&(^|{sqom`&6;p{J2K~6jRsU?*BIEyYM|`JFSoxB z)G?Ld*|{M=9Y#^30S`#(_-yrTP$)+Yeq}qox|gV7$Ft+FM&_%5wC8-!`W#hs|2UR5 zZmbH<wPY^sw+aTMeCMx!rUJ1owxmTDRp7Z#f3?FJ736B$eLeC|8Ly|TsCfa(=p2rz zc`~DfylR<w|GCoQqnR#yTnT^e9`r38Q^dwcw<ZKJif~w}jwCrnd|Ax97}ltO+jVY* z>A4E<sG6|J->QIy$8xh8XDcB2YD|S^t2{2x=y@{Z<>6Fva5_O<9@DMSZ#f_3u*uRn zlD<z4DHGRPWfsUm)hWlT^@%JRti`=_Ps*bD+o`J*ZCPCOdf;m0A&snC(H?$RB_Xf= z+PRS?iQg4ZT{9O-;^^C$H<hXqC^3?ss3Ush&aJm;irHcqJyK<0WgrIYKVwym-8^(i zyLjZJ^Wd2|*E+0$hs$o)H`thq!A^XOspUT&o*er;Y5s%<-_++h%cFVFr_HbUx{n8% zK`>c<5fAMP=4fb%@X*K^FJ0Hfg+^CH;fG=_cD1kktQX70&WoD&3VgXRzt6d~gu}&- z4-cMC&gMervAjt27zd9E>#nYA<)CS+bU<1z2YdfE&G~eIgU&6%?6vDSa0y;-Ic3Sg ztMwz{fs!1ozU})#<R2SfYLk9v_OLO?ODOwuj}70vfPpP%*pPkcXD<}M#%JX-L8%+r zaHt7fV_?n3x4_DLVLdkNG7Cmu$g;8JU%$srVZxR6BHQsE7Dfx_`js}a;INV3_22!6 zU$$907DTdO<gRmf`#u&lcpZNKR<rQ#b;QtB6BeqQ1ztwtETn(8x?VlaM1g6}+~_Y% zoT*(R=1|YX@A}XUZwr`+`}lKW%V{PuY)(zj-ou2DG;QrgCnhQf1{wNVOej0dO73AW zv6gwL>E3K6yq5)a9vf!ha7l9O-8&5ADz$yIi(}x*Rg2BCM;VCj-c<N&9|Nbat2UNy zVPJY7<8|g52Ht-^N84jXbW9*Udy@f!_<iddm}?NvJNe#CL5YF0X|4MhJO)yum(9I6 zOvh2TjR%&s(y`v=>JoY-9XmFP+-lCF<7w)a2hnkK6x7sZ8SEz>f8{zhx{;2~YfV3& z+S3s}%Q5em4jn}bf1;I0bSw(X<JAA4VR!A^8zo&dblyty-}96P!#DITxI;snv(;zb zWg4_%ynj<tX-Ia@aUUSO@he;!o4cQe6-ncLCp>8w9iI0scr(#I{%c}9*U%8|s%Gy* zxHG--pudJG;gyixx?wpQ#3pNG`^9Lu6PeAH{z1j3Q+quhKBwaF>emM0gge5zF}zg5 zo4cQ<>?9?qh_H-^7@18)J7qwq=o1A=rPsR@Gbw0Jd#U+4m;%Q3yzEeC3QXN^pIK#1 zfxWtY<w7Y68oC>H`Zkl%&*Ky;+$KX#)~&GbA{he<>?WTcCF7L4ibt|186(;(7oQbm zK&Vi~(SQt^w<2kbLdI?P&r+$~Byc?~X<knWPgKpE6|+dNOnlcqb(#caS*=YUeM#7G zE^=@GQWDsC_O%7+W~lSG-gq|63=HaO&rsrco|?aT_YO12-`{Uw;BE?ug3sM5%_bNh z9d@OiG{Ml#u&B0CV>}p)6fDaoT)7>WHP6c!7kFEfmcKW`-;$COmX1d7+uE<)-ED~6 z)_g{2mLbYQgJK3(8zRJdolHTG0YWt0{!WM(;OkG5<69#2p|8j=TPLlLvyI8=vRQgK z_8`f2TYw(Emwpj=>*`^4>?M)e-2!+@W)I3;7GQ0`_`Jmj1Srt_*iT<AKw|vcsCQZd zv^tl$NzL%l|AoK!UOOKuUin<RqkL>S7VGxIfscfiu6BPeAE^wt&aq)#Fbm7dZWR%( z$mZLc#Spzx^XilPYF*SHIcHq-Q3nf)a^9Mp(ZM>!L#Zv(+SvI`e$aG3;mAFs13uMS zm{Yx5Dn3*TgG;Pm#Z$F#;8o`4<u5d0f9`v1$U#kPOct9rZmNmDH3xH=K5BsdyP&Q< zQUi*vK`AHAG!Rr-`>H2T9Zq$pef|>f>GTJqk>!8Y@I5^+w&$E0n%3w>4;raqPj7?$ zzUQiVocTo*p{mepGYZ;gt&07ZZa?<psG{lU<NPbRD$q)D`<3aaf`stg%>trVR`SGr zPn9X7@?~7CM2IqIoEbN5LuI7jQ2w&`y%J{XS|e4?D51DFYF3+=66}r{HZ&G1f+N#D z`EZ#ccG!Ot{xYNhb*DNVk1Gm@n;Ou~c2vN=7A>neQ}TEiF6lLVT^`zDY8^f<@=#6U zRTYZK<E+J!sr?mlXmn|=Q+JcY$2%pVN9E-3Nv-q2WRWa3p0b#C-ANV(Kigi+>6bx+ z#gXDYN-|KJ{Ca}nEsajzf+KT|NkM!(_3h(llGv@-qaW8K0ks=h>zDi=S@#`J<^TA9 zTu};VPkZlm>|M`fq>>V)QbLi@kW?~?Y^A6up=6Y35g}AYDiR_RQfX-7ZA<;Ge*b*` z`26*{UC!&c-Ol0M?ytvnUFW)b#9;b2a&n877`A%ezAW)k6dTiM{0VWQ;Cic$&8Ue& z{>QcpCUaa2ScthQ-{&Ga{(6Sj2`+qV{5wkA35TX{XSe%uF)ueut16F+l+*Mcs{}4C z%9mZI5<TNG8yqgXhzpq!Gqceu4ti$IgCj0+P;H(h^E-@#_nMzd4ig=7YB;U>wk8LM zT_iI89cOWJ?>V)tmyLT@PgMNt7U3|@N9Xg|D9W1QDiht}%~Idqaexg8d;M>ru51X| zrt9|_u<_^31$zq-Hk|*v7ce@(!jj_Fmmcjb7-~pZwO(f-QH53)pT>gtCc#aA0$CWH ziyv+ABK*mGpy_DM!c*H|ZYR+%Yb|TG{JWlUZ(yJG*jpxoxCc99>zFvW<eIc#788-P z+2fIinBWG96dSrTVI%zY*}wC^F7MgDINOMcpM~XBY%(#g%KLab(JK#UVrwD>h;9km zFt_441FV9`)ueI;u^wCh#PS#eS{l!z8aFWDd4?f-*n)vu30)Uv*u?x`V%;%Bhr5EF z!IN@2K292Wp30@;zDgXwX*?aeiz-*~9i*dgQtIm+qE7<MEWD1{((&ub+&K#22fb2z z@0C9^OmEKT*MCjJUyk9^u1Xqa3?5ij5^gMHuBzG?M?+OxTh8(@8kmh0djGl8FgLWj z;N}V%Bx0LVqK#<Cv$7g<QlLRT$vTWrkcPxQ{rJ+aRH%zteE-)encj<Sw-SCNwrm#D zze`0z%m=DSJ{7~$)T4dLRA{6ZB}5T@l73He?WS#1P<CxlGFV5&=5HrXh=GbXxf&v~ zJSvz`pY~OA31^}v2h)V8u=((Q-HG{BDB9{TZhB9_nG-f7hhhp`H~kp?ok)TC@xShm z11QkhvqLJvfr4$%jQ&^~P+%wSlk`!5g3zc}zaqQI_*PdGPs=Am$#&1+tCM8>@L%~c z+J}tvXKzO>t;w*L6_8`A6Z4k75N?=HMiTYe>7r2*UNLKjU7Cshm~wBOE+FCa{S&|1 zPLfdMVQu*De#CwLMw%mXgdYw1@;y`%x}|0J<W7j-*!|R4&vp^$cdV5(uMt6X_rfES zX(GhBslKu?OayDf)OT;P7s1@pY}pEf|LqkXr%I~U(;U=cx#UrbIhvZx$oD>*f$=i* zukl7RBptJpdcZNo8F>R9yU_$EwMA_<+L)mF^!BTkFN`r3Ip6mFGGjCkWs-IOGeU=Q z#(v}LMzCC9aVwH$1Xr_%SN#ZA;3hWHcgYZ+YaK>@%@`nhVVYK9ssWsx%%s_C4Y1zf z^i*_%J`VMNJvvR&N2pi)x4?WoY!BaTE#;^Ok8tjPT^f3L9lv&s30V&t9!E##jq2jO z-vaaTG+iuGbLr!4)Wt&Dp}Y!7UD(}@7oZR8V3}tWC9YZr`pqHS#m98;yDavgjH3=* zR2sw6W_eI6<5kUX<-yXV#%ND24^j>_CKud!P;V7kLeb!X{aWSamsV|j5-O802-1d) zfB%1nK5HRMuKa8FDJ|$~pPlxB7EB|QeT8Z@(KlZ$FlK`$oC6O=wNGiF%ro)ll{*^P zv+|d9p_K;cqJCc;Ce>kGa?Jg6jyld-lm*`EQ$zPjDdRUM)v*4NuE3b58t8UfJ!dCX zk-4_F-YrEHHiom;OSDyyuj`)aN4O&6@zT3ISOtXv;}lWClYy083zz08V_p@d|Icn^ z+)#2@zsXD)kAKQi47-#t9OA5!EUScA*~?V@!-}X9O#Hfjz9Q7z^6N5gD&Saw-pytw z1!T0fIol1(Lnwbrv+kihb_HC#+?y(ovhh-ZqmJ@eZ}vK2`=A`&{1`D`7$t`v`K{T> zrgHc?X#T8nTo$)v^sdvgWRa!3)gjxFaHQwVK{G{J*h#bnUrLj~HPeQyk0yjCN2Tmu zv`Rx?dHQmyi!@eyZu=NmD21sF%mue;Qh@99>a~fIIH)LQGoB)WtD!qqSdqms6vVaP z?j?q8f5zfpwTj|UbZH_rM-&zA)gOkoi=z7HW}9FkQIH1J6(06+aTEuWcPDcZEATFB zj}sSF;a^R9cw9`_f7<@9O9T^yWmFe(G40-_UiFoOBPL2pW78Zg&x(5V?>=8*Ix&A5 zM>()GS3SF_ivvT$#jZ`o9K?hbn65a(fzeEE+`s$YFD5S%|8EHg50;hYhDvkb7G=L` zV1|t>&6j)ueQc~)peeHG5gW5x_G+w2VPlI?^2G=L_J?hi$YEQvk=ntUyQ9ViFGx6& z!OzC|%QI*0eq~|fHt9U=Miy2NJ2%djv+yLde_?qJ3*m7;w(TW)=1_)Unr1i)?<6ZL z^Ea|!@*(QAuqF%Zw?<SR6=We|i{WSXHzwYgv?(2bz=X^vguFPx#Npa0<8^zO*vA)H z^3#Ed9*^S+B^FH7P3}FoLy-xo4cpY%B%*iZ>|=-dm^j@gHvX?$S~bJxhVL>!J*xKl z@F@l;Z6_qDdkIHM`==6Z7?@uX)i}y!AbZX0u+uYiwC>EVrMA&w^WW6g?n*jrV?GBZ z=Fk!A@afaW6gqP6cT32G5{~FUum9ysM}Js|<#nQ0Qd8~<_<;`ohwE1`313Xi3+taP zrbGSIy)A{mX>ed{8;$rz!wUs&<Axp@l9V3Xi#?{{Vo1`+%sm>SHa+=Lo=rpM2U(R1 zsWb@XcB-VDqQN=JEpZ3o&(TxPzZY(y;eC)-(rF$IhYEdSR4FtVPn354oS<UYz2eZi z4^)tiOjIv-Q9-|^Y2{u+MM$eivg8#i0v{_c9X~^O(f-x!!BHyixweKx@1o*eWz)@N z_QZ;0D%+TBM8%ib-#%}ME*W$jmab+}amOyuKa-z|ddoDvC%qJ0@-P;RzDvQP^2*|k z85B4NZF>5RaHjcJ+n0(>#N#x_p}i&)&{pm^Fd;-i$8+1$2U^Mauv@3itc;AiwN5vw z>15FUSd5HClTq5%e(#_?8CfsfLv0PnI9rhv_Loh@OsVCWCsQPRtur;)_KJjjyX~XA zyCir?D++ueoH@2=%f^5E!G=RTr~RBs7;ByD<`X4><Kld^hmQo(iOwZCUq!HYRInqu zTLb~eJ64+&iGXn_d@nQZe_aXB4Co$rGe_IJQ|H^and6b&*ikiNRNuEi{jZ!k#7A6v zjH1l&`~AhsVV_J9`6&6iWxEN{ZPCVOoJ`Qd7awx+voX%NmMxw3H-?z;PIk4XF<h1p zbq^jfg6v8waOWFg|FW=T>vX~uiN+mTL5BFrZu2OxFvR53BeAEx8K8EQ9p4;cfDd&= zW^!Z$j4%1mZ_9Cg?AmwCMDV*F9$G}+Sr(;-#zo5&<>mCyI;B{X`AHYwt}FEw6zSqZ z-RpLbBwd^&rHZ`XqKox+&YaQU=wi=(Qv;hx9gtpoEE~_%f#tdMR|oZU5O`--)ZiQs z4MCP4Lh5+<B%1OtBASO)=~e@hDm=)GWqe)rT^oCfBB^ot+W00OPwf`h#;uEXBc*S& zFk`Q<FhW`j3$NXJnloPu)7-6PVQ!i@cEa&Nce@5Ue-}iToYuf6sl8NvqEmDwf62Fg zQO8{c+JO3gb^HlXE^d-lN6xhVLW8$z&^Kn69=)XolPxx@eut^SCaB6{)jT!m$WDb= z1*u}B=jmu7SrsnrMg3pvRp7qG!0_xw72NwV-6g1@f}$PAEtfu0#?F1ulGb@EL)Tc{ zew3t)CMII{-c&;NNTq(arxHp&hsk+LE8#pjHNm?^5e_puZV$RDV$YV@_4__3z%eb` z+r>=*3uZPxcrz=HOOI|>-7g@VDa(1=r6~{Lq7T9;FXfQZe)O^P5jjlkg0_jW94-Vb z48t2)nAL>2XGhCoKxAUMp}8#TRxa~p%#($YhMxNTr!r8Q_x&c{Ss8E`{qs00WUyFA zXY&Jb8N{gPo;~zT8doeIXV6zlqo-~!b;V67920s@rRqsxZ**J)|3gW9tR2g37L>#z z!$(?L0TP(CC^3EfQ5>i4?OK-aBaV{AkwOox#nAPqYhPYB7iT40RU=%u(EcoaNzsxE z)6}LN*X6iqi(;!STfs&0B;`QR1}@ePatbdgaB)LfoTej8^vvbUzxVWUP*s2Rv%zT& z3fMk>^ZhvJ^|-X{I?*NPGqxrF`yR{AjY3_^I@ri~=Vshc%7!%K=dU#v*jN-5I`Z$j z_~$Mymdx{G<Bg9kdCz7xI(Cl8O53pU*emeeA#paIuJ%3x3LA=K>(jG*Y}}SFv2Fax zg6PhJ&upI)t~3|8wcKDKlQ~}QkjO%z(7;^BE*4Bh&mTOrh6UTje4FU{EL5<|d+Q`v z_@O@=?>nD`cH7S0$1j;^G!GMrt7jtfzqh&n?(g+H(x^TxgbCe=tnZwyOuT0d?SE{= z#KiM%6C-irpJnKWT*U+f(JAwmuYbwF@y`}9e3cA5e!QgP`XvVL`Iu|jM=|hj`3eDz zBMfAfd}%FnVxS;!^s2QU11`+WoIer__(#eucqqt#4<)TG=ocNAo_5zxKA~fpM+v@C zNJqoq0(bwkf5%T&++Pwy$JVVYehLNAF<DoVS+j)>wsqUQP#Ze-?af&ssY1uvS$)R= z5*=%D|K3RWMT1)3nPQ_38f?t@IX$H`EGlcsh(Aw*Z|A~H+Xxym#JsI~Hqp>fUPrsP zl7_nScXvY#X!yQ5#otDj@QCBI(3nHRs90r~tOyOWL9Z{o|Bs4KUF%wM`>6;Myw$R~ zjtaNb;O%UpTk3cH&AA;;h1shpxnsUm;B53x=S@^daR0m?)2G5{|H8MeN>p&{*Yuqe zCS0+8-dy#C0(!!SiPTpVlslWBQ@lojL4g8kAew@=iuw{h>nRA3rCjZ1Q(&Q8cx&HR zGTu9GTP0dgM(+C)6|FgBls%?&><S=bX97)UwHp}+6PC*?SWd>xfUIjzWyt7^-?7MX zkOWBy$sx@a66QP{Ti6dtNc_<x)_sWt=8RWD)W7?AnO~_lC%h<hZu>T;OM+h*Q?^5l z1ml6e*H4K~ITYl{C?fng=jg>3Lio|TjykAAbV_Qo`S$M@MX+(58~v!C2n2^!)@>j< zB{S+iA48SsnosBI2ZThxZ|!uj=ga?nKQenAU(vuFbI@XggXTgBPsUn)if%TCg}|)v zEqim^eX`-Xl7SiWD^j`+-Zw>ho`7+<q$xsl3tcOcO%VBU^MyDG6AbEpxBFOTjO{s+ z*}DvkQ7@#k$nm2QO4iqy^zJZ%lVR0y%7h`>7YfS_95sab)&(_2>V|kel9C`4V}SFF zfz*Ao`dDeVd&#3BeN>X4*o@2RqkVz<#s}ki7<v*Rp1Mg7*5(GXm;Td*3ZG<FLA@>} zK5u&B9;%A~Xh4_07YFa(K5wfFiMf_3!v(t7cwa_Hrd0>~>Ix=}(saPh<2Lwt>fm%m zg<Tq32X~Vl2KUtSkbSmG$ms$PWfuLP0^E3r*nT~Ho*57CR@?NKQ+Y@+#>SW*+GzT? z`s?*XZ9F`XVzydU8w!0}jw@to!J#~(n(3~EwWD&aZZ9>FzVK9a{sB$=2!BQKZqh*c zna;ibt{TYL*{1FLLmiX)WA6EJ>ezSKeYu;mI^<0y7W^t#!+C|Ny+hm7ApUZGgRX)a zv99-3J2;{WU#Gx>Dlb)W&OUkGV5TbGD^9$;>Z^*|c~b+4a;iu;*rfifTm`qiwiPKl zt00@-N&6gG1!T7%a(A^d=)(K+=SM2TTE|Fo<p(9SD+>QT_U|~0a%n$LKnd>7v*r#- ziZIYxW<JVR#OaHJ`}rdjuvBN!?oLewM2zl~@qI22XUEtX+CHLJ9M`2^CCS6)lVea% zvmA~*nPZrplY{Pl!{%#NauDgOHNQreLupUZy}4Ji;PEVfKMRvZy8Gv`hA|n)Es|NC zbx{W8FJAl*x08Y9fV22*jtrzD!%5Ud(l9v_WdHPp6k6XBpNKP(sD|ePz84ZG{unmi z?j(UM&rKQEmBkUW)#t-}M=_L<FIC)MB!<Y8-xdMYqBu2Aok8&xMa-+s{8?RGyc$b= zvEc+4%}N`hr;WIf_1ji?U5N|cbh}`Y3Ku=kR=(;W`XxSo=|_2@UtS6{Q&pQd@Hs7` zd@_fFzA#SBL^uZn&0q^yaiEeGtC66{!NJY-6)GeSC^6kfV?MHBv+mTOSQ8sRCatTt zXRy)pqhjr~05*0dFib5RiT;@UUiaCA4Zm20j;(AqpsHH+Ws-&LBRl#pyknvE?_7yf zE8&Q9v6oma3(B5Xub$3i;Y{eRUb$l|gvhl#Y23*I-?7N3bv7(G4sGvil4BvG_|iPF zUra=K+xOjUWn#eEw86TJ395&7?pPKRee7iQJF!dz`Uhoi-pj<+kTbVF*fU|0UQ`px zBl^WrQ)DrfiK!o{vpK^I+`YNBYB}M_o!VH_zts$sE-fD}&SPN2*?O(wF$N@8A9f$~ zW<a%IzhbC01E~sP@?t84Cwd;^4P*vF7Sxf>{idU1%l+D@aXMIClvy&-E9w8irl*RI z#1p&B9~RTmB;p|ya*+<NEWfX2adgC=wVe_<NXLJHs(*(4=(s!Ia<+LZ9g;4_q+AC& zt`@p1+N4Lve1m|i^I3FkS)VEuIz+>%!19r8ZwX(#TJ%2LrQwl%#H$MzXfSoJ?g&ky z;m=*mi<XCIsLlLuj=qxy>u&`iU!7=JOc9ExSx!UFSls9#6&l1FBbFKwy<+Q~cXn)? ziqM9U-~X=P;u^e*7t>7ii;Ac$?-msiGnXZ1FHq4p_uKI6Nh+jdFQq*^LPe0$hAkKO z65DL^SL+<9@SPuXbrIps0b}99IxaEaee>)+Iu!;x6!NnKsK_nvy!Q7e1>fj<{R`_U zU|7b8`Vj8KDs<n}NTDF*&TqbotrU0+^~c$3Qn1EZdh^^O3a)SX(OWP;Ms#Id?~YnB zrX@bG4U5RI3%ig#dyb6dd)J!h`H->k-tkN?J2Hf3Q@s{)$gqF#N&fY361Emr7{+yz z@NMevJf)i?m}FC8`=Uwczib#6xsilY)t`67wMo#Alve!3B*9yB@w$WoqE7-2bL8)e z!0Norj<#qKh$UErrh1B?eZuynvJufSW`bvOCI7Emx&#_dE?Z`fATg(8(*Sd<V}8y~ zNHT{cBk51UIdf=D`wGt9F@xYht3=(1DQpIJC5#_8!E@3Bon$=|h^_lgzQkvO7X@1U z^R0|ARJY-B=>sFU+}B?->}`Z|?@CKbrVYXPSsZX9%@BegFZKng86wa)P^zHJ0GjG9 zzg8F<KxA4eC-Aa9vW52uWx43%fWM7E$DkgTbiQ>E&(?$GwrrPPEj<KpPIUWsKG=>l zpJ$Kqb&;!*Q~oGI7p29i$E3Ft-9q+xpCPXc%QsuCR{YXI+@qd(!*x2iw@v61?W7LW zH%Db^+3BG8R=+ooqk|RJKip5W^C0EN$coD3;p4L#opL*PXerMSUeDse_=xFU^C#Ni zi?R8--cuVkae4aN8QL(EFfuYp&;p<8wdNOQTIlmiuOroILS)D7GwGW&VR7X^=7k>` zsEssg6g#E?x5Ue`c?=Ew+HyYSNQpYcD{h;=bXG?~*yYVBBWn0WGf975twwa<R(sQU zHEfVLsdLR*4eS!vn4+JmxDb<(IekSHUEi!TZ8oT4!;J4#0KY2UC@x>FP^^M8jroPc zUMg58VjXmjqJr~1t%s&hD?>ar*!lYkWvq&ScjoM<5?s%IIrzX!3B{e0@_%Sb$XV1E zBYIB}F1(gwaej(usxc9><tgHgpJh{8zXHOo{iJn{D&UJru>A{Z1tbKCwT@qv$LV~F zdpS&b1n$1vu=b)HIwkI<ud$cI+o^Et*B@mOy(KBI*;N)Dy5|BL+GS9XGxwPrEQ6-b zM@sg)We~SjLo<;igV9~m;vzSsv0r`mN!f@LHlOmkW2Y~LKcBs}H+_^u#?+pn{mPQq zGLpQ)9};ML`RweQ{o*)bo0>cRR}3LkyUR}5Vjw>W)Lf7(24>(ks-UD8v?PCodmR-; z`RtzHg(F;C?AzpS-^hi~4`yWYRxZvcW_tf3oSC*<Bk=G0kfiG`cz$f6S2iyjtNg*i zn(v#r#xFSNRAhz9C2*jw)Dac7or64w^q5(2pd4NP_P87eH{NU+P!Z<9LC<>2o$qY8 zjOXZUHnY+A>_ot=8*HSMNUYpI^vk#51s<;svtj?i;6l0=8%b+Kd?i=1!SG(V{D}@5 zVw(aD-3f0(kN1Q~Enq|LifUT<7ZwgA310ZGgoUzI<l)m7SeUG+Y)}nhfwt<<!~5G< z5Ib_v_~=>|a?G>*<9IBjzFjr&T84$-Tc?hn5MsgZ>>X8`DJE34Qt!`xU}C+@;OZBh zOo$puDkar2VbN_BkDE-mWxwNpp2)=QYso@^0Zer4D|*vqL-<pWdEq4CPuFDQoRb6- z$B+B|{65P-)NAQgvAqn!YvqRubqvr{!xcLV7~p<T-VhMa!0Ff8Y1NJlls_6jv__YK zhOgHTlO!2fzqH)Fbuj}EbXJT<{-DF-$g2&8?R2bYepmgH@TT~5n4ePu9dW<cI5rZl zc&Vq-Wr<!9d?d6e<2MZk%hoci`e>L~@;Q6@5e@15UC7Fz;bT_D%Yf4~tQZ|tkO-jR zm=o3Vw<irpdP!4_gd_JK$#<PJrNQy1uHPDYqIaU#HptOvh>&hf=Muf5UNL)$kDrE$ z&v~H(V^o~Yz15vhxKeNpkHVf)kz8%?(c=*nAr2qtv`bW+=VaXFPo-kEeLrQ4@a4tH zG`WhyRAlptZ>RcGafn8~e8!uKga4_^9d#wPWm9vtEU73g>3T%sQE_}^@Azvm;`gb$ z?rm(RVEIE~^DS2>ptKA*$j4An;(2a3YaInuwx#h-ge$#s9~Vn8DA-Uq?Qv_6j2ENt zA`d(v!=|<`cRHDj82%MrRYcd=KR@@<jqqgoO6Tqc;$%GRTemi>hlJ2~YwRa;Na)+D zl9WpHOZCILo~`RhI2`^r&fJ0oadXAP!(0-0oiomn!y>4jShvrrMFcly_D_%JiNNRZ z-q0uUB48Tx-$>sp0+aHQ!_E#OU_E+mEw3#C$EzFcI_Ha^@$s$bqwT`z@g6yKUd$Yy z58dmi5I0Ak$=wr!?dI?c>a`UpHiul^W#y}cGbnEQao*ny=WVFnS(7FR94%K1*lmJ- zJ+a{se`BZ*Eehm)HNxtHuB3=~Blz6AIh$x;g!ijvuY7%FhzR-3;UT*X5#Q@1$>uji z+NgVg?{foubW^ntTxx*v6~Scb0(~g<#O{4dxZ=2Z0gnFAgJJ%5ch4L>6jf|%bTQV$ zc-z$OAHsS#sd;LVZ-p*;{EN<=Iid@5KEG$u&bkmO{#t6RrwiA(rj_E0b&;l%NqgT- z__DpBk$hVRB8NjAABE_kOQW!%&r%1UTYV)R=j(thx$j4BD-U-@BF9Hkc~G3KJ4K5i zI%djDcR-zoKQ9xc5}LJ9IsI%}+(;Wc$_lT)d98)4nY^9POto;`B3oO#SQAIn=OSj! zG;zW%KvrN#1O6J!-TY@X&}O(~o!T}H=yX!oiZ9TB;Hmq``WMw99N?FpBCn2yb^5EK z8r86Jw|piqP7T|I4h3`ws3Gfn_Ts5<RV*9z|FB<3m3X~FL*gwe=x|hHP99gm2a)Lm zA~q_BJ``)_G^vbj*9<Pk<tk%{Ry(Ebql{-$KSn0zl(0y41)o*{(JRi~yLXr>p;Icg z@LQfDWCC@M%IhmaQF7D1zfTpg>TO3_$W8^cOIe67qbT5+=j7Imb@Djobzf^ULmvHV zk$Jp0Iiz~os4e;}izVKS6`SK_5tZ}wm6wGqJ_S@9F%y@CF~96ai{~=X2zYJP;2{I| zZ@-gkR>)vklICVNV;L;@e8ErZoizToS+#U|OT%-Ew!3J%6jqXAg?ZjmNN7Btp*}5% z+dlX1-_n-^yS7%ew^;)F9A!#Y8c5(&&@mnF4dPg=o=H7DCkp%i^2;@+MG>;-%%gBy zQON#~@!Bw76nmDLpKbrhMPkhj--mfzh!*Y_8`#Um#wCrtPu02TDD~C9smO)>_qB;F z+Fbab7u^;-z=7x<($$F?4tgXSs|BMth)IrUm}kwwtwWDLNRv5my_jf_M0Co4ReOg( z0~=q>yXF_)VnbVDdSDmPE9v{wN*715QBjfbEtzn{JKN)D9gmH5UveX?scbmx9zM`M z!on|uW{apdEU4(ZhOcR1f#*Hzq4k&rkNph>b7d@iTz{I?bAyE@<MP$+Nh~}*8@Oy< zAPZk&X=jtxvtSIBBx5rc{8EE;UrMtOpWxc;CBVWkn!FZ$Wx|*gv*BeA6B0j0<#L*t zn5=xa--2+Y+dt!|0MRo?$ki6-jxtewdwP?~b|%Cw71Y-*W8%H=xrq((OzfCidzpVR z6HBIs`mYQzU?UKzW$=uFlVfg$lVuFp`z~{<A$lf?8$V(a&cNWJC)b9(7<iuju&!+@ z1A5tA)Kj($BvuNXWlA$J6SF|CPndyRrK=sAKhZHLxvoY21s&I{!bvag((z(-L}2iF zI`Cdzm={jRpXyY>uU>Tc8$8{dX-~%`ohWltbvgzF{$`UU=r|{J?c<dx8iXH6Wm<L7 zFjVoZU80eOSL#jzd^I#=cak>$Dxu-i%J-6wvuU_{c;H(^A`SC$^z8Nb((o>^?ZxNy zG+g!Eky;93UcbasXGt1HqqQ#nnWf@`$<CR<UsSN}tyQXhONGTlW7&13R7f`FJ|SmN zkyRJ;>*;YS)*iX{W7k$Hyf)5YodXq1Xq}2oV=9(P1%IfQph99?|9!3?6}MdzB|m<l zpzlYE$Idbeg5NZkb5kkEe6yN%!JUGw0oGpr))WkgY+WKQPJyq{{(@`Y$*_LV=wbAb zj2~U$rwgOWkbU>db<IXHV!uBh6f+}3+jQVmC7Fzi%@K)5zmpKCYI<Q+D+!Y~cSU^4 zCZR-PX-jSx;Rhq%V~;1{jQa0kHCqx2EVn)t(j=j$U-MPOPZ4Cj*exkuBZAfufuO-m z5!9al{Gu&U1U);tSA@8Upl<m<>1t~cJYDf+yoWA=i%Y~qA_s+W@@`UpPV4{e2P?aJ z`ozL1Gq|`!sQb=0$HODRfldzQxV|#=($Nre7(|F!%-EPiBx69Vvey((PVgT%#WKZ@ zUHd~P^i2^%@zR*kHo@MXwyR4{8e_3oaLEH}W2Bi!VtKt0{_=CX=MEU5b6+S=_Jbj` zZ~fi<Ce{$4UKH-@Zw7E5uyvnz+5la3x@Rg!^kKx;Kr4vT$Cl!ru&?U+(Al%Q`9y&p zMk~@cv{>q)b>;)9aYh%`Yq)dHWx6nVd7$8hr!JV32jR_Hy72$}eL=#g4pw@M9Xo$d z2R3#uH_sf?fmLnJbxTbhtdg5I=Kq$5iq*fB&Xn-L=r!?+2;*V?Thq$Rt~@*z{Ch7{ zlZOT|9lGOpZCDNelAoWXjpr6;9lBO)<Ih0h1W!mC@{#^G(=)UnbX>1_A6*O1AEb8e zuF(W7IR1u2pe7av$WEOR&;&zf+Hc`a4Sf1atsQsN!1K4xuU?F+!{~^7m!+RNZWJh6 z*|OAeNoa_3;+Yy+I^EV*?jt<O7jH|Ws6o;!SN&bRDg;MELn*GRkoQZWZMdd_OTry) zKa5oHly9>C7~x5;O`+QDIAusX9D9D%QW+P%FDu+7qKr8Wg{(LAO6c`Tb9#J42@YRp zR%)}9VCPLrTH2<FA5|`09}X$v<=i1@O(8|Rzqd>GQIZ0D0;i)kPRrw71>;`HNqO+) zH{7wI%457v@cp4MIVg5)+R6PZi}|F6E~A~YuyHF^=#i2I|H-Y>lNB;B-)<VS$yNr| z9{g*W0y4<|nh}$4BaN>8e-zaoNZ|s-k@F^43a)#!R#Y}iqGs#5T8fDzzJKN>;FSaf z%yt~e9hSh7JAwj=nG&#8ogPmUmcV(H2Df9+#nE$S&W#o>j<{V%%rn)*aZJ*sLg9iK z4(|!AkdYI^YLm?h4X&aHe38Cp{|hd(^WHgJ%H$&8=F^iw&V(N)_2}txTu9~7hPuZ& z_{lPAO&~n^5_h@9<s}F2!dO<K4IH?y{keYaISwlN8lT_N;@}DKrk+#cVD;>hJO>5` zZ?zh4Uir+%l|SV^^@J;nzAV2Ln#D$c(}McF7umSCVOZNYosH*Pmqg8mv(fA$kzTNi z4Vqx;z9X(|yvX|~EMd*Y-E&*cw&=1^r+MIf8!>9Xyl0^+$VS@1L(G5fICJkmSlPtF z&y(*0N!2VE7*~4S&toBMppeBS`sK>66*D)svT&N8UcZp&mLo5MJx-BWSazf+K=CIN zVUs<kg@h~Fb7NorUEf&O=k>1E(@g9i+?{$emWeB0BIq0ZnaCQ@`lhpuiC4c(SS^Gv zCWBXgMQJh76V>5o%w^)z<K8<z{xT30S-t%3cLrWduSnCXXFx&GIAmTa1ANY6H;XbD zD4klVyFP+}W5>sD|8!?S{HD9wPD2Ky9`+yCRbb%JTBhmcaXOlBzj{3VkdAtP`TM6X z)3NW1!`o$XgfnlVcK_QSmJu8jd}<{fma?DpG>C4A6p3sfqS6t%z-*?7=ojU%@;5s_ z&|r4F;hO178WJ{?%D*qCA@tyTQhpZgUuVDB6-z_((7rioe;Vd;nY+8!((oWmVlGaP znE&y*g_SrB)O>p8DB;NLyge~Rgdabz^C>5`QE^T6Ql-~pDk_(~3t(NN;(pACK*wpK zXWAq^U&a$o2%qlkPo$zN`r4m{a4IV7y0z~HQSp7PS<hvnTkhiTs|~9OhlIl*OE{BD z?MeQtK}E-|2V>P#Dojcot>%wV@Ni84BdUsm>Bv17lu{`8F=cqUd?y7T{?<+%Bb+(r zW%Wm2ngUs|jaz$X$Vf`J_6>VQhV6l6duUl?Vtp5}e>|QHM+CQ-FC)WTd|o@hA{mc1 zzZHBkpA5;<H$-9vNYL6pLX$2gLA6Z4pd_9IQd{G?#N8w;u%N75Vn;$utAFIbeyL4~ zvt=rhV6`ehqW-rC3a5n0=>sCrytY8s`mP8n<ug^ThKN9VM@i|KegAvhzMw^AzIcoo z_W!096-Sxj!e4uh&%~H!Ob)&kXNJ<Mvv)eA&9N#~!7tgz6!UBa&o{j^A^x6`H!j(k zpzLn@;J5F_s9bw|Tf}B#)X$v%@@A1S-p}+dUzBSEv3`er(F`Lv{pBw-tT)7gEt4zf z?I6ag%q)u`1N_IcX0{j^V9q-JN!3k#jFaqDep>0H^Si+H)wO!K;^XddDpn6SVh8l~ zl=M)2Fs?zRQ5TO-Es?%_P8UzhmU$Rk5ZhVbmxz#b@k_V$)R%8MSk1_5@w%x4Mer}3 z@23Or;9X^vOdY)6=ABUVjfX><rw&g&=3!o&W~Fi_58;>hTO4)fVf*%afmI4T47TTm zSyyO7@aEXVs>Rya_B8luXP_2d9R0Xxxuh13X9buXeWi)d@$PHd3pEjzp%w3QKohcj zccy1eHBo8m?(I3Pfy5ckmzD7v7|X3<I*4mvgnD>~%zbq%jA`-OvsoQkY3lrU8`SWp zXp^_9AK{4}Ejvw84Y`c9&AwMukv65j_lBG*UXJ+G$~358gW>BJ6?;^0BPwjau!0I) zsGqbn=c&N9^i7~-l`^h8JL}^{bV@@{gJ7S$GH$le%4=$raEy5KuLUaMX{*t_f8UF2 z>&#y_*sTbP%FtnMgd+UcK06ksrwE>H?6&=P6=2@>Y2R^v1th7Bo&0@F9-$}t&0Kor z;HPVMu|HW3>;=(3KG?`1a!*=!@@-kXGy3^8-BuQI7mLOsyJT?e)0mpzZW$czI(s*b zaD`ttBF}%nG!}Ram?w%zqjtDk`rdUZ_}U0>xMU)Q%7iOn`{E?Ab4a>l^tS}m>>dYS zI4FV7seP3Vo#Ln~E4IGwDvpll`~AIMiy?0+bX}0I7)Auzzib;8#YM{7qEpeLXf-NX zf0ZVRspTHaMm}?4nsT-?L|7CCea%YG^0~OUGkA7q5*JH+WBFW8aKXLa;4F8Xi}kgq zf4>gk!so{}mGur>IEw||@n&;zp88OHPY(y-u4{!_?r<Q{H4)Ai!NGkWSL2Z-9O!Sj zy4#e>!2(+oyZk~nDjjD$`|q=nGcSqtpoEQ^rNZQ&p=>ylcCRyA!-n7M@E`w<-$y+@ zGbFo$4f$WGziNq&86I1GL78x5JdW?PUl$9jCW{LvDp(lhs!C>N6WvnrY5_Nlh3y*Z z4{vQ}AuxU5R;&{X<_F4m8(FX*T`ku+p}|61!`sK(7Z5-Hr2FZ=Atq9E8r??UGtqw5 zRdk@23GckP<g-thSUuC-q*cVkV~%-FaSRi0$>YJPAx!w|U0?1&__9iWDRt16iS^fG zv<|2+q2Iwg<RQz%v5_+;q=cCW%`Lm!@QZ=}*ngb7+8JP<*9hP%VZh^NL)Dcu2CC(~ z&ToulAlR&ENWg~yeP@!-IV%RFzh9p*Q(@o}d-12YLJT;)iMfCD8y%e0ISa&}(Xm@& z<n8NXI#g^sgC1QY{O~fhc8#S&OmjM;#)%F)M;)Wpx^!4PaJ)3Zq+_FvxBFG1S9bq= zzHaAR8ZLAV<&YoI;HYEAc$i1SPm7}pITvY2TY2VT#0jET_T7q7_NBqaoD%lQk%ren zgH{)fXlQ?F&2y2afz0USrwY(e_Vj#BTn81UmS#!Y>!=Xlm-xk;=oFs{M!#wS74<Sv z>;ImmB2D~Vc~$@wpEi>Zhqx2IT&h;t;7G;Zq~s<4_Itg)6S=dIO-1$oJqJcdDX6z@ ze;!>=fq;t7bN%xaELL$<{uo9<#aE4QS2t1M_cHK9p)&;x)x78aW)$4oRd4re5e0Ei z``a%KlCfQdyePYu3?t1gaR(lgA^0Zyu3A1B^Tp@KElwdGKU>5p@gbZ!Y_IFPiVW&^ zzK}6088gO9CL()D*lDqEyJ8s$3h!;{@6M2LD5Y@h;6@T$KLkC|Fd@PDchLX8zVXYr zTijFMMZnG~*toHo7@PWsg|3L;%^l@;bw@=Y8ozz^c7O;bm2%v2Jw+fz877C?ia;r_ zK!2;W2y~yW&NVhNL)J#&^d>ViID~WMi%rd-y@7rwg&3)!zqO|Y%t7TI*Dkwe2KLFC zixQ_y5mZ%n%5BmFOa3fA@F>9qiy!}Ne!w(AlHad2*^$O@+Bw<V_r(bF^p)<GuP4U) zn*JIe4Pok{smj015W}xT2ZwGLKtVjM;HkO+lvJCBWS{9{T3mRk#3p@o{2aNvTwEU~ z`CDdP59mS1WPa~eQ9XE;yt0dI(#2>z!|>2yU7XGy8m_g|#R9uyrF-bQF#B>tb>$l! zwCbGuxaN!wh6dg|9dXbBncY~$Q`5nj{`8gmCVAM(F8q>T$U~#&!_-p;co6n6Zn0m+ zL+gHZ^>lF_5`2t&{2pnerqdhErrIz+5lMUaNefe#OgaP;wa{htYC-#)CbWOIZd|lm z6B@KLyj#+m__DN`oAFiyhfkzO2Ks8?yT*}%KWq&&&qTf{Yf^{kCbcX>4RsVbY~=P7 zsNqpdp<KS38e*s-ub2jE*i~60H}g>ywcn4K%u7;5K1uLDZ3|V{MSkflm{vjL^6m@k zPpaSnY4(Pzm<n|5ROv~Nm62N3al9;E8K(yAM8%Yp;Ure|o^wM9uH827i93`KQu=hU zg{l%x7exrk^eIAPpxtjUP7&5jeM=`rqEjTj)n`)_P`XKT)@MQ<(-$-Y;%(*Oe>hun zM~xib>n^;UvqKIZ`^QLMl;m)u{7BpQLs__WT@Qc1TNd3R%SNXc$)e!E68_5xG8nX3 z5b%;DgLe@|3qtlu12<P%x;IMUCh1~wE>8-(u8lkrnvg)m^1#gw3KDQkDUEe36~_X( zkjy)q#j*dX`PK0WG3bYU$xJU0!=X40p9!iMRBXmGjjxNM^scan)^1Teeju<(&R-NZ zf0nS1*^0t&rJiPdI~Rr(G26r{xi~Q~Ce?J6i};kPx1OiCV0W#&+P8-b&#2;90aGr@ zG=IzU|K{Lqbe5CmV-5~@G8Q3)gTRPQvJdui;3TkT%X$|MR)Y1p-Gl>C<HfZfX4q)g z6);&)%f^FE)AE<Dv9Uv9q{=^&4GYJYL(Zve%$t{8{a_y(a(-Tos`hLQX(x^hTd;9B z=s|jpDjNc~EGc@zY!uggS$4dag~0{PZpnHUPHca0F82xxLsE?!tm9bF6}09lA7$ad z+WQA416e5KESqTcVxh*K;&*%<3&V>R=joWUP&U43@;BkiqoXSN=cvT<<{f#tou7pr z1s&eZA55I8Qd3KAWa6Rc)Iy<4OxR_AxhLVuM2@nIk00U2`&Q}r89^oz=AB(tJ<h<G z9-VRHCj*YNz4CT#3>ei3)P5%1NDs?!OiyRvX1t5`<~Rm8Uo`IOhB08jLg}7D5Can5 zKfQmlk%9c$rNc?q43x|iRa<H@Q1#}KM#X#venp?<U)D!QZ|Mo%uR1y^L@R9C%joz` zTAG`gM~C%}RhfZlbX-!mm6be9%zJTn_04s3c+7sB@He5uCb9IXo+2G@g12-$n@2~7 z+%r4hcQm30Ub9r1h%U+Scl%jJ1HY6*?5)c*)X(OR9f+r4>V0wI%EL6g)LmoABf6#P z%EIOS4m1cC^}hOdzk8Y$ElQ0<!=0zn&7<Q~IB*xfd-{cn)N?sSN1CX3`TKLs%6n9l z3C$b(MR>w5kTRRRpNbP_+pL$aqvBa#?{>LmRD4@oHt)AS6*X@~3Px0^=vFBz&KIKM z<jUBM>FpFe;)s9VMRdvL7lo?Ja)}<v<rO~NOMzhUp{|t{6to|5>=6*BK(SaNfS*Fa zkv|8IH%yRm*Uh8jpDQcp-_+VmcrtQhz)UiijCq>bh53PG+(@}nEUHaL(3*<)u0>?D z{nz$pZ#M}gEAMIO)shetD|omxnS|<ul($}fB={a*E~C7PgzVFD=M9&W@a$Loq?{%R zMg1!3Rf|ZVxt#tU`$+`tdCBdTkBLr+pWzqE7r}tYmMx9ZBDg8tJ#%%p2oi^>&+9k- zZ?81<rzEePHpT1bMWH{Jnc=9c+d?ZlGf3Px?|IAF47^|WrQf@op*|=;`R!if@l1xs znxCe)x;i^TUd$9Zv%Q=eT@&26R5<=A%@`7@hg|qejM2Yq;H92}G48i*FZn)TgzSBi zPd0@ZVV6Nnz?Jug*s79vwdS}XSls8HJ7|Vjn$dQKFWmrdCbkvo&*&rSQ@!h-RDC?W zoR=jsqX%aJDie8nh)t=is$Zgq7YEywUe4%3`1R88JBhmZ;wr0h!de%zvHoLH<2q2f zXW6TBM+eCpmStQ#qJvY%JzH!|b--otYFK}HXxQC)?sp{*w*GRqmyYwW<lgvQ7fT-g zbI{el!QkOlJb&50UJ<jUbg6r5L$&sB*9tyu{GD33?}NV<R;^i)VmPIV`MWa9cHh!O zMd#Q2>)x7}6*M;%P|`&2lO=Cs?rEUsnC;khR}CaRk8fH%qz<Rw47El#b)0o?N}QZh zgA`q4-1eCoZra~9xgMp48xlszFI?4tW0da+6g4E31wSpQRK>?Hu2PEDst~hSK3dkH zg8rE~^CclF5Z=GIMo^O&w|B)x&sV{Tp-ZO&E-Qn7+12%4OO^4t|7_^CDJ6_>*H`XJ zS3+Og)NLzKB}naUJU@C;5ek29eASgy#I<SX4KCLduy&`jV!gZqrcR3f$2uyHnH769 z8WrTx>C4HC{Va#+U&Vv$<8rWRFPSV`AP1>3T0qwoS+sx9lTRYaBK4b6f8_xgOtb35 zB<7?c_hsh;<*m{%3w!qX&MPTYA9yb0CMN}E*jOt`M-l?!)RLZ1322=-*_ruA9Ayuj z&l(4bqpw;<=f(#yFxT_H{d-&ttl<I)GZ``59Mn1TJ5v+~xkKcZWKpnLAL$}jM6o`> zyF^t_6v13G=KSwmT+iP>d8nC-CyHx6$DZY4`P{7XNf$0EH|kXQI&#tJ{LzjwkBi!P zz0GrT931^iUu-PQMTlkGLFaZ3PKGVJ`8||_e5XN`mIEAYxhm0gat8-AThW1;r5xmD zs=qd-aB$`ppWgW|gd0oAEr;H*k;o_L;?T*4cjL0?i3e;*UHGuj@jM$Zg)IfE53sQy zTj<1ECpK2lGPIb>+1R7>)G0}pjZ2H@pX3*^@sX{g_V61E7rcM|INQ&H(iVZ!zU?fG zNXxm+ma!nkUacOK!h&CU%(QL<3kPMs+0H+}g3f`#)a*?xEZT8=_KOM&6Ak97tN$>e zCHP0ZxSa`+%Q_7{RZKW7`fe&rxKik#d9NgziIM-#u8R$3!m8yyYq1Lx%v}}yH%ytB zckQy)CK;kzy2vlMM4xorlJ4xAV&K?<sHf5I8F;?_*05tM1M~NAed$#U98So)5|P3{ z#(z6}j6xU?{&1k<n>zzOQsctuHVo|fdD>_#kAW<+qZ-wG3^1GHl=gh2L*3u%{f}xo zd=--gJ<rf_{n3+4V|(aWv(fo;oE;raU+bQ6<mkxR;c}r_kdC=a0Y^`c(eS%Jx7e(Q zhRYFm9?%<Tc<*0*`0X7UydpkUy}VAt{i-WH7thl$`k&KKKr9XYzwZ~?9;Crle@yGk zdK%^$w2Eu3X|R(RYC5h%L$0XWw^iaan3QO&T0D;iIz73j{u33`y4mjzJf$L8YMf<P zPK6My$zLj$ii+s&sL|8Jc3CyKCWMM#n;M4B`BI@^;+yEPfr{Jf<$5jcs942mdH?Uc zFdMr*R=*4tG75TYo9I+*H@+{WKSzP@JhjM2&nR%ddzl%2n*z$xZE}XEiP2G={LGz# z?1HlBeMGmcx_d;&N}d9@XVfx|FyWJDn^Ny68E1Yv<|Mb0k)OFyY<<zc>*4R%#vr;S zdxpHKDToY>Qiq1sdSu8prgaaK$;j*r%&HkBL3-Uc+W8(5GBte!x0aKzT3hYQf3YO| z{cy>wU?&M?r?=b)Tt|46=rFX#f`oZb=PY=NB>cDJK;C~sBxo*nn7unHg5irxF08B( z0V(EP<m4F<C`J`!X9S9XDYm8b#Vu28O-8xkZBw*KPt!banxZR4_(0yUDauM}Z>(Kl z29wW@{?EJ2;2fU+--S>!jDIK!y%cK-KEou9p#~GY7USy=6E{ILXVUq7wlS<uR-KKP zGzRU^?b2uUMxg9<b<uM&!kMwA0;&knFI$4ny$LkLjgJ*?uhkjg$<*a#3}XY71??B~ z9?*wdqE^nqUHb4@U+jJn`UrP4N#!={!QxSxPwO5%7=|r%A}bU9lJoT4TcTe)gys3S zU(kiMiqh@h!Mb>$DLqfkRTsDaepc3y)kRFi?Ii=>bs);8_NgI72m4rA>;LHJfK=w? zH8{;f{h5&?LM=R)$WHjmhw>n@<g~7`1rKtv9C|&OhnmI>ei3)I;m<ENemhbd7dB<- zxXNh5Uhlr7-CZpld1AHqtg{xBJOt#jziT4u<TX$KZJNl{T<7K_r3u3UT2p<$25Juq z8Mj{1fNk1(wZpp!Z&oQB&6Lmp=Lf&^XudkW-72d-?yio4RZb!c7OUff%8$QmYSbXS zi1yCgM-8h*WvVxj)NsW2)E3@#RoqFld&6&~iW|3H7Qd#e!m!KoKeZ<+2w?>X?mwb} zo^QS@{P|Sym!$aQTdXp4R;L>H))4(d>h0KPr3CH9c(Vs&CG4|Wlf1=Uk$Bx5at|1a zn5yx~Q@){qc{@x#^gAk`>+s9@!xi#S`Z_rO#CJKQ6!&ReikE|BhezIKh8z~zuh{B- zT^2!Szf&`I$$}owc=hwX4ET+I<+rHIfX=t~LdAV)a2LkCzWiDWcEZJqp`KDm+F9ni z>YF6i+;||j)KU`jPBa(A7D#|5K`ks2lmJU8i~q5^IKJBp{gvkzN3|{8SpKOP5-th$ zyp0rt((=9$4-GLC?yCO!c(E9yzuwU8dMS#uB$3_DBcc#YcaeVIEsBofq&v4#M4|op zMyHs*D0l(4Dj$B}BKMhbML6Nkh=P6EL1!*nOE&NSci!=vEx+k8(nQ~!+o}3?f`g9L z3#)}|Ir!Z1HKDYKgCgV6b>Bib*yXl$=~*uh?BDmqCn<7Z$hp(%{e}(2;1e-c?QA4$ zQ|g?3$VT{Ly7H|eHnxY4h0|l$h}w8$Rn&Gi1c{H4)(SS>bR7QsN}CP;U||InJ~oWc zhg{4WV4?EU>MDn37Pi+fND-`H!T4pcXlnrr3KoynWM;6y_xIatZNe9q%J__WPZsVu zWp#<^v+zmOYTq{{7T#R6yLe;~3$}7*R|P*aaY<4C`K{+nH0NFKS#_HUxs93DJ*Swc zx_s+<a1ayvr{9}y@nypF=)j7<YnZ4DNwGbp&4hJo)EzZqY4=dM*S}+e0ncWmBT)kk zEN1kc9lFJU_nvV6kP{4Or5r4G2xnl)!)R}kKZ95oUvr9E&Vb#<2~AZ+V%`NFyHkh( z_jj+~B#+Y3X0LMHwu_EU7tW2pCc0&rjn;_wIXWK6HM*>frz51~h=%47I-a`u6b*aO zu`h7@iV!n8MC%^iFeJLgG1hJJ7nu%P^XR9Ce`ru%aZEG*I}H=-jF<WL(ctoQccRHt z8qR%`NgFGsp`%&uO=AuXf41IiIe&`in-}LaR|nA0;u$W_??OY<T>j)83mU?X+)Htk zph0f;W|xWosCctj&$Xn73Zt9z^>;m_B1>gW_vQ*J*1lb$FMXMcw4=eIU6E9*h&nZu zM)-10HfeB&3l%rVw)*HSr()n_Q_=*{F9&A#e0w2DJm2T8XanKPiD#o8dGo1wy!7;` zsrM9QG$*`DEvFzM-gB*X5(U?j1}}8)rl9cqZ(8Yk3brQ)jD;IeU=h9L#%iK#{vTua z9Z&Ti|Nox`6=zR-?|sZe<E}Ca4WmRPg{bUMk|Zk{8l;R$Dv^?rl1SO4p^#CUN_L8d zey{gG-_P%I`TV|@%kQtp<@tJ@bN+l?U$@Kaob&9|^d1uaM+S+K&|XjU49VWgwuo>h zZ0XMDGHGNKOs&1r7(@o`WvO4h9T{SYX9m}6k<t8G^fHM-#=1Z2|5W@S!E$)~k!vFf z2968O4X%@LZ17#}WGo4@r+0{Cx{(lHxHXhPxKh_~VttPQ38mfVwkEt4#nak*{ra~= zA)E8;`KQ?b>6RNT(Ms=Arigy})v77d6dGqANz%eh@jx*4Z*sCJmbw>&{!1}Mu(X55 zpI%c;HZS7~)tDmw_Md>OW~R{E`i{JyfRFaO$CBf1`A|_enT}-g;WKymqv=Z%NdM+^ ze1BkqO)mmW&32kV(^t6nfQAX=<JL4cH5+5K@?q+A17nyM7LNUiGeY*F%8&WNMz~)8 zdh>;RL*%Gy+09rRLQ5t|;Mi*e45`^~EZk@S@9vM@f}aUjY$NSG2xrFCRJPe{(#O`v zYt{+1^03u*+xJ)dc_4rLYAR{VBksdqndhqTP%h9I<~*o}*}=97sXKbe`xTM<H&hQ{ z;<ZmFmgym4{ZlQHlpdNHJJcvYb+K{Q_dB^z7Y>a1)y3Yr@DzB#u+h*(Qv$EOd5$i^ zpK6+l6zhP0<)jQ#PX}ExxgMp>+9+9Rw&>_aZEPGoA-Mgo76j*+Y^_Sr!u-R3yo?34 z;PoeJl$N52$0o10x=w4L!KYX3a+(G-CXdMuIBVecxt*mkBkD;1;B6MWUmZ>xWp^)7 zP{+Szr+yx2P(y3yAF22HYM6g~9^2`@Dr_&`*l+8uibIRFMax*K$o{q5<WHdrTx9kw zt#ehu5QGENX(~87vDh!5S{c?i?wmrBGPF+=HvTbCMyz4ObaSH;Oq>^#E!d=l8cnNB zbi$XB9nNyIb&8N_G9w9lD&p7-Ni$nO5fyzNKNP$aAaX}zUQ>xYKL6=k^?QRntjJ<b z{zS((DqSAGd_@iuWw$S6ZIFZebWl$2S6LiP3|x1hNEUCt?_A>IBn!TSqGaW18JvpF zO4mx0#+w^r?$sSq=+NPGS87VZV@X?=+cinNuUK&W!b(X<y-5|{T`z(Bsq@)|+axen z7@e?Hoamc^($2bRanw&Vn>CAy<0m&jDqT<<t_<k|jc3Fl8+Mq}FE55w;imgO4iavd zla-$26Rs3346se&V*ih}8}4hl_&fV1w1;qoa_6G;G7=YF#gRQ@GaL+VIj?+Yh=bLi zTe+*BaiC#xfBnN^4yXfVme2NZpqYN6SaUT8^E)cXlI1wKF#YV7=o}7|#?D=_c*e$u z5{2;p_Pbv}q4wP@VB=MV(~hm_Y+O8&86XhNhScQawqidvj=IOSiLGSAWqRk5b}cq4 zD%dah!fc%B-u<TOD+_hIqAtaEvrwb9Z?0J#;Rxer;yl6|o0?CzKNPZ%$}$|;mc+v0 zrWbvu))TJW+ce|4f`vV8PureLvS9t|-yVNK7Bp?YjYxcD;>FOD{Z|^8u-n~H=6ain z-D5Wrx!Hs-FL${<if1A%p*v;W4kiwsy;R=5jEUjl-4B+qnc#lClTkFpK;J6zsCGRA z1{+nLR9+;U`F7NPe=-9Wa*Yi4Lkygcz2nahV_<QI)VWbN25NkMjb0)8Wyc4Hry<4+ zq%8jZQ(2aQ-Gwi+p3Pyv%04_Idz_BTfeO3LJLu?Vc&G_KphKoD(xvh;9TIurL19Pe z_&)S}p3z=9zSLE!_PNn9OgmwexRj2X6^Bx+2yZSuWrj~Iq9Z`{>4)+u8v4qHSqBDa zSb9Rjaz!f*8Z5br8KQ5hS;BwM6TXytp5E=Tmxi&EV<#86&=6=nyXCSW4IwtiCsuQa z-r+uu7MZ02gUi+H-%*kDWxY$rQz{&GJu|i|r9!#*`g++MDn2UX<nI(Jjs%aN$|ig< zVwEeqtfeA&X6t%+J{4B3yLPop5TB!wrdPUvis>^AoZfz-Ln_ls_mop`+o5N>R0;*Z zEPDz@11L~YXpI~6qCoBNwC^E41v2a>YvpMau-^-=Ya@DPsW5d@QU@7M=Lf1cl#_AS zD=%;!(JO0Xq!at1$v9o&J~2Rai_pVA1$8^gu%B5Je{ek+?!x!iS`r<TweG-+IW#gF z4^BFE5WX0hH=5*ik+7kq;nuoR63C1Xn)6PRkRYBi|KUy&LL7CfcM|<VRo|;Qv48~r zZi(kkPetL{wXgl;|7(9Q)3vu9{%$da&DOZhfm=<HyleWs&o)zhc{;i8n5QYG{LJdf z+f8BZK=+&?j!S(C`lv$8g3pe>ortMlY8NTuWeNpD`Q_GUOtEB+t@V{wK5l%sV{PBS z$77?v-@8-@XEq$jUvbC;+;bD%<SAnu%ldIj!Pgi~6iLy?vc?EA{M31{*a(m7g7QB5 z8KE^qwOClh2+Y0Z?({W=$T;SE(shv`E~fPziYzn0C5rZm_)`XGQ0}l>Hl~lvyz}Qz zB<RCa)KXxJoIbXP6{l`&<DqMo_WZ{Y9vFB&_p&|@!bXd|w>0R%sW3*jJ4X*Ino7-5 zm*}BM`N`6Se|3@5P!hJeO&1Z*79Ra}O&70MAA7BOP#3Iy{Hl|Sb&;j9nv_7-1>Gs^ z!nal(oYT~tC<@Slkes(?AYBJ+mYPj{jy7Vww3dG`(Z*~UV@KC5Ep*YJyGr<JVV{C- z(bHi~xK8G4-Z`a-F4<2aQqr0bUU|~r@`(oW67xvTNg6l}OUffH4Xn85urjn>9pbAy z&UhNBBcateR`?y!CwiW&x>IU+aj@XJpt~B5DLNlm|3(#oB(--t<5h8gm2kZqR3W>1 zpM8j+DoR(0@B*t;aQ)LUu|#VXL{>`WULRG)I=w5@&t=N!?3IaK=B<oP{>+H1ze;#^ zBy!}$StZaMzYc6%sf0DA>mz;$Dq;5R#(>3p6cNKJS*`Ly0n20f^*$>UV0!m#@x?ZI z>@EteGd?VjLyNkv<?6|UJKmdRT`C6^*?cP}A310S{Yz0ClSKrTCY@L+3#W2J<KfM+ z=nyTNzav=&w4?p<|DH%=QufK7rGKPg@j%6}*Fzd-dlZ>1;Zi7jG4LvNMiK@K=woXl zBoVOk@MvzY1k|Gxx5ju#z}(TG&Pz@LX>qR@H>$*OPvkc<aF00VOxUlkq>3YWL4WSw zFGRnL(eCA^iQ!uHGM_{1#896q>+7;e4781<C6O<=s7m3?S`*$xck3G&S#v=*+t*=6 zCf4y?S>=Q;+qUg={O>uw5;NJ!_B03SyQ;^p`f<?iRC@hCUwR}@E_|uafl&6XsYQYu zRIAPPKmDGK+aw|RPZezBNUIlYO=Dwk!-h34LfFXi%>P>E%LYw5SZ$jV8?}4hp8jb@ zc=T6|T&cl^!rsMygT>f*w`_VZbC!j5?n`F}$5}X_9;bNo9ScXcU+u7MU?Jq=<Cl{~ zEL<BCS2=N-g;k$8mLGSpFeuRpUn>@7x^A#O%d@}@Tyf?Sg@sc|e$xUUndqhlu4{eD zM9c3)wZsQZ6bzhMyrqnZ$0zfOEDD&g|KiG0%wgi~H*K3&N0`KQfA7kI{Y>0rbv7Dp zVnVJm|L0vpCjOZnn{P|F^JB96XZAY=wuG<p{&<~%n{LUh{Y1~mDV<i*3uQpF!pCo7 zGvUsHGu#p@1{iG$MqauMOpLkj|3@bJ=GE-);wd^d7K!GXzoeslsA0>uGCDFD<qvEQ z(XrGoeZlMwqFeT;caL}wy>s!T-+fy;Jd69b?$D>B^j@+HlS{{+6N8@%CkaQq`wI?# zpy5IF)1_WrGzjQOW{X$SAk`DD&~bqV8_7<?^T{;KJ$~TsrVtw3<k<%#+-Qg_=pj$7 zp`q)=zrj|}@b*Ya#x-3U?(C{sbV`|qfOmaXHX<}kR>u60oFQEC(LMa)4Haozi<WDx zR7`5vZ?nv!LfTTNQ203E$iT^xo&&`B{^dV2w^1?fQG3Q{DdEkhAvr-MDvrCzG(RM~ z2@`f|{M|u#B5=+5>@^A^Du!l^4^mKmpuGCddJ0AoRb$sEP_TDJ@2IFC1;zU}&THr= zWB2tWhnN~NIIsA<+GojlxY6Uc<S{ZN_g6gbB)VmU({Fur6&c|+S*JJak)bNRR7YKm z3@@g6=C65V<a|-jY#k#(clqDG;ARrMjs)FwsUYF^kBx=0*(A`97;l)DNJ8q-FKTZC z2w$9J%{Q+g;jp2`CZ-YT|G3g{gu6wnln?#F*&sP$?)tbl>C8($a;AT;C~F{QtkzRf z7a#Q9X`c<`O(Ao!H)ZAtAK<PmcX8xnc-#7XDK$R+?SD9~d&2~K)3zUvv@pQ|8--() z?~PGVN*_`RF~;qDZFLQrF$U*U#jI>FLNnj^>T+8nn0cFtXT3MX)QXlNPLv_M^AhJ7 zC>z3*^y}M&?FKlL8Jub@VE}QN%Sn0d`ba-rwC=B;J~k+|Z*`E;#|L9!&DAe?c-*9% zoR-VOJf)kg8;5v^ZhMqd;?6_%s`z4mEgo+4%Qx07;(>L2WS3*F9umte9UfoRgPKUa z`RQGHIC%UI|CKzkCZApNxI-5wTxpE*>$-Sopmn`rpDzAYo|@jWQ5SJxuIFhBbTKb@ z_wJvcbP)5&OKG}L2g_9rOdXsEUxKaPcRkm}hpc-cd*igx-^ZVDd#?qPzmZB^o3+4> zi#Q|xK@(}h{b8f$H6dgkS8b)FiH@`*zqOh*u=`SD|E3@f1iXIpB}GvKUMn7#RK8G0 z=^?M$yyNN^@u>{H%~wa$>1+K(6m_`2^N!3bRs-Ad`>oj>YS`9U!uukxhTS{Y2E`Vu z;-|pJv^fr{Sd>SnFZ!th&x(3(^JNvhIUQ2nvQh;-2e#y{Z&k*jo_kA!HY%gz#QPsM z!-O9es?IB_ln|1zSwlTQ2_3KBI||HILVa}j@pY#Zp;|gbYtvMOn;Ylsucrzq5h_<a zVyJ)sqnlM@1@drFv&!;;JXG@R2FzOJP!}cA;%qC2TZQGTR=k!)^n0g9Cr4SV7hmP( zBP5G_a)+U@r3~oSy-mmVNn^RA)tGUW6dEcmq^Ai_d`@zAxk^hRVrhb(-E~R$@|LHG zZkNRFqdD^I3JJ{Kj5b|Lm%!(%)3TxZ;#mG>;=1y6F*L>5x9+qML)gIgi{evUWUt-# zH<u}f##@u^OC!YaMCE79<S-Wnyt_H!FSt<gP+WWBJQrMA)PdeWE_Qy)Gj&+U#W<_` zez_VKu`ze23>R_X-h6LS=xYv^?0zi1D29VedFPc^IdIUt#XszVItLEfxqZ#!Y)EG3 zymswkLon%*Yh5uLmR}YZ?aW|9pXVI%cRw3mVzL)gJ=v&^tatkF`(lH4&F6kFVuLrL z({fmfjU;~GRn8nX7EaX0-2BMGSxx%Z|DLzFm(pzwh+dgpoVr@OmIXfpo!u|5vcTbc z_Bki8@J97r?K>Y9E*uzqoaVs7zb3Kg7E4&zzqwrSkr)fh+IRw90xUe7ppDLX&%{yZ zr{6EsGcj;R(cJMC6UT1aHjbn+(Up+qxi^Rjy<$h{IqR87s$2glN{xw)$LFcd7iL1= zN?GI{(Jd3_Tt{W98Ca|2)|7dcfjc!Jwu-?F=oas6Yj9$qfn7BnwuEryF7>vk1Ov@J z_mAxxqGM*ug_p|hbohyU=o_e@Lpf;Eu5&qb$OZ2ibWWn<*@=s_I+1i3F*aR$PIO6F zVSaLk4bdkauj`$7bZA%Y+AbkQ2le{04bSHgpTp?im@!UV=N}iz#So4hT5zJvp@W7c zVPZ;RH8cqB(EQhRm2l>Lq*Z1r4Vamp@s1{XX5@jjm?sUxBCoy2*V2$4)%dxNaO8;X znIT^}8dQReh7Cn&ki09D_H~4cselJ+x4WqDtuT>@eoTd8@f5?YjEbJ9dqRA|5%YkU zlY&R7uz+S<?H($UjknqF-9*Kr^v)YL)>P>4+c2<5n+j5R&9ycf@w$t*-%E{CuqLvl zEc_M)qJ`Up1P@bSIA&Pdxs3uV`n!a3!V}xAd6W%W6j1Fi`~DW9phJUqwdorf(Ix{K zN1l*zVxhQ|<1I4E_QfSo{@ah(XlV0|tz`HF1fO%(A|vk8w+-Kg$cV~0qIsmB1aaXr z6H6WtZgh)>urHCoI~jDR08~J$zagAB{$BchfCGu>Q{NrSj7eDI<N8ZVii8}w==s+N zMd2h7J+``56shM(7qqYZ@8|Y{roCYk)r2Qcj)cq>@p1iXOVP!LeE7e7Hs?5T+){Vt zh*~`#k*<`Kv(NcB_d83%`yw9^!H)+cGWn40pWmAIiH{LGovyI!d<-qL`c$`ukA@3B zBR&f8ad5@ruM!*+ScR$u1>7;lUcEuLDo<nl9gWgWX*NQMq3@}lXd^7pQct|I&<MXu z#=i$S7~;$8-1&c74WN8&)(>0*)ar+yeD+QsDm$vb%@*kseR};)h_^mONpG*ZN$SJG z-%zaUGY@xFKjv?~#KRtQb=uL5Jjk*b9y9Vh6i1iJ3{2}mTPT}6TdD^)Ro|uC()2LX z@+SMZhaN)w_x;(Xr-zrZ1$I~2dJxQtX1X-#;=S6E(BH>(@oSaH`0h2jNUoUp<S46) z%`-T0szV2L8<_jtQgyJh`{9F=dOG+dI1u7prH#Px<zla+wZYrqvD|^Kja$c0d_QzX z3*Wcd7nmDpVYSto15IZ%k=xVWU#6gmZ|S@22Rk&7!;5rIIi-QeZ;S3cvDQFA9P2~< zD|MKh)tWNes*WQzHyc-usv+=+l=03OHC&(l;UdRX!;$_px%3WIY#*sN_rIhHUZCB* zJC3S2^>bOO8BG<`$nb)-nS?7wyR}OtRj@?fTPNYRGGtz!li$9b=oGDESA|5Bv1f(* zv6(AMsEPP_JIO)`gJTSt{4a_av^qH&5}^o(Ylfm&popLx8_(XW3dp<S<)6${z_kr! zM`nWLQRvCrnoW^MTrb<b^0*xSuH(jBl95B8=O?p@7qSqFUMVLNB?~(JOVb*0Sty(? zYx%xY20d>pclO6iqoI`iZu=uCuryHT`BoCVt!>VwmXc7Ev0iiWi3B{QDF;foNPsyR zbhP!3IQ+z2lamU>!MZFs6!cjfeVYPOuQrKciQ0$F-L7IVI^WvH)fOX;Pjieaxft~b zN!dblh{Ur$+JAz$$k`sfGu?#?&%1j5$<AEp-hH)DV=fo#Ms$zbQMhnmnY!6CxVU=! z<`b_D4h$|1q*4xZP^s3>32^5iS?rI{N_!5@b$mMZgy<95FAEQwQ8>7MH2FZ=cQ!J( z86y5YY^d37n4mmj!#+1lI4YZs4F|6r8QI6iCtcP^hBq4y)03wy?b&GgB(6+Z&PL!s z?aC%CHfAP^Q&y3PPB}?la`giXCLtrOYui}pU1~b}`6dgGYP1fYNoQg0+c~!wVJtLn zoUeI%GYi^h-n$x^vS4u9rtpIt3tu|F-b)u@K}yy!Ms9?O6Gmo7J6|y|eQx1|VjdHJ zV(<I^_j~*N1F^p{4=|BM+UKh7&V>7qS)b?2nOHVqrQs~gM4-|m5^WI^&o|W-mJy!F zy)WqYc*;P5{@+7AM3>}F&iY25V8Bl8i@yCq2J|}xhDp8*NK4!=yKl#UW#PdVM;!(N zKRuotrZBLiuQBJ$1Rb^Xh(7l>bToREM$dal$DBWWk^Edb&OE|H{b)L3wpWHWx)9xB z<r=xujE<B`3+5=v5&pRCwYWb^!(!o%+(5#Sd20qkzE=<qgcg3gdx?fx@8W=%<1}oU z{P)Rv9}N<Fj<NpxK3JB+{EmelGzf_wzTQdnh*5&aqr1y!2wpgMYQH)S7H#*(^(i#G z_x(FF@4pT?(`j4TN5v}2Lc^ekRQ#SkerWkkDy~gTToTEoBKlxeL2o=2El<v@%JidR zj9EhWcA$c@?ylz=!jVTQ5-(Ius0dxRzki14l5d|{R<*IHL~pPrZxDUbyF?;h^CtzP z`}-F4bWxCxqLKJQ3f>=252qcV;H6~Tu5QAY7TbSc4(L;0`f=Mg1sVm3#`CSOye1QU z+o!5=i41br+H?Ps$ru`cwj_TG8TaQc8g=E9QQCJwWr$10*Bc>H_y3Uau15NF>L(KV z4m|brZ6(2QM&r85brS5xw((n{Nl009KO}MEf4veey4{=vrIhX%RW%Zf1P(E}=a2xO zE7jq>q7c-XyV9)vf4d^#>#&X!$cIp8$n~}WK03}mi!&qETc+nsdHVB_UwUoy*=|0_ zM~?>A?Brvvl;l^FTs|_LmiVO-?)XXnAy;Md@ik^*eTE$$y6vpFKAt8Bac~Xa{l*xa ztp+un%Z-uO;5Vf8-UvH3^bFS&8)3`wV>ioGji5Ff{3N)?5P1i_Ehup`#4=}=02qdN zvu|V|>xu#Fe&-c8Iv8N;<MI}r9(}kl9X_U?)W?JRLmrB2^s#tI<#q~LAJwd{g4;)U zP`q{_=w2HSiMG968drE|c$OJ!v5$vk+~X@Q+VY?wu*vqX3=eV3EELN+^`J|wFHyTh zIP<Q+ZB>jOx{Z(dhu9GPlJ(}%K{C-b*Is-H>Cy$`k})?fRTq!bvUfbT(1qgNN+nYX zUC`B-dPdiDaON+4;o50!oHfr`S(2!Y$6Y5@^eobb@L$fe2j{g=J{rHo&Qc5WPxk!& z+^>n77FJKm5t<0=D06%>s{zZ3p`^_78klW3&$ZdEfkp2%4$TwOK;|;Tx7}^(5I*bh z?C1`4SSN3I@neBHB1RuRd~`_-1GR=hna*k`6;J%9^iLH__bT}q<f+0lHPLQ4TNNY; z8ddPI3ZgU$)l4?3;C5iXYd%Q@4yj8vC*&z(DM@>E;BsYL$Ze^-E~ktfoo~tSnv@{5 zKJ(zF)k-L+y|ivdNC|WHJ8nz9qKJ$o{?>(bMZBbc4k~L@fZ6f+i(UK_u+;Oyj=^Gi z*kp|P{?e1j1&+^7<smsVXuZ14BRVC!>*h(nG+7wvOWtxZmxb_h?sIV|S!A3)I(5-Z z2AK-v`Jx8W80!D*6&E0d$=s<Ew?(8N#`*OvFi{es%lG_AkRqJPupVymm&C60+E+UZ zB=ERi+iI{|9D>rV&(<Cg$45z#5wm&XQ0(>zP+TpB<%9do_Q;8$e@iRdR!j_MN83w> zmy4l=lGnYep9}AXl(GIeF5KoXkhxsWMb*L;1AXyakaKc-?t_^3x7}R)i39n#=Sm_y z9H<=9s0c3OfG-+xU-vQx7k8#Bghz0&VN<Dkqb&z5Crb}~W^wTC*Ob_SX*MFl&Q*VT z#m3)x)v=*>*jVz?^~>*cHdZw4yn2l2l}LpiXYXJ(Y_3iQoBI%5BD!91b|V`lA?Ho@ z8L}~2%pF}Q#zvWxSV`=67F;&ItX6u>!sE6-y-~MVa88U_9h%R=kGqveSf^R|B$va; z2x4LU{(fnbjVwe<ds>zASomz2^IT~W3*<#^COs2O>^)U;!mN>r*e5^TJ{B>-Eh1+* z#xs$S=Au9*`sC*CrxoYcGO_TKtL_hJCOWp8oVXywMEi%!74jb#NMWnbzG-7XWtwBU zw}63kwXN05GZ-k6RG3p5$Uv><UXGv{1CUsrFs8!5mEP9oBf<;>o60^^`b>w%bD4uL zTj_|~q#|aXMMw17b8=$G=$QA_f>jqxM|HAwVTK1C4c8_1yRD-`!+gG)(<(ZuW;bfD zHm9S0?0eleSvsB<*VLaPI^|4A?8B{-G<?%~k~`H#gG|tIlN-e}ym8+C#3P*sg|8*w ze+AR<YvD*<xFrqs<qB(T3~1P}tLc=m7!9RuN|WuvghOuzjf#F!;jFLx{rFcZc604U zU5GAOnYBb%w}A?-<;nOTH>jw7q&m@<Ma9b{L8ppRsHinMT^bTWbck3=e_#+5_gk*5 zv)M+){@1<18je)t_5Nc2FejWzf1A^$Lj}uOAn*i}ig{y(X(zu^kn@2VDNsSdyOM$@ zrDrJUzuS}(6Hb9P^=a=iHwseBlMYqOQV@DI&CFw#46o|Zv&-I*G3ihnw(vO_>U!xv zJ4(nXKXPdPxie(+DQhP??IB}zrAX|v#bhiB%Q+fMCF6?fqD$1*By84R)8my+Lh;US z=BA@0WZ%1T0{{J=@!@Sb3pbIF`sUy4X;l)`gi^9C{)i&az?=J}Qxxa*4>YFdh$8NJ zLiOhVkNt=L&pyQUR)X&n_|WM!8dw-lI5GXBVEZmU4nOR9(|nqbTdhh(ZpZnEx}2io zcZ!eXzLZ<3iF^p~tA{@mzFf$CHrsxNk86deDMArM?<Dw7FA(4(`V!q?hrbETlh0U0 z=$b%aQp%w;%osLWb6wRQ8R2t$qz~292>b7Mbt;S)qQL28vqOy`)Lq^-A6{q(HdEeE zl5mB4v?h?}YJe!sg;}=K`Y7&RE+tu}4>z`@gjb+GRvyW^DQBpUs9@FXGhBUK{I+iU zjR77GIUaS(yvIX~70qcRln3c!!+(mjc%Xi{Bi>Hp;b7$V;E^Fc$St?AT6bL!{SU{i zKLqGO*gCgeSxgTbhpU2~zSPC{m~S^97U)8M^Kg-0x-JgL1@AxSsEZXEZYI_Sy11Fl zd!YDD2Oq1~9Q;$L1FsA9${S2|@b!Sl(dn1ka5x*cS29o=_mL^e71zd3k)?rU8Ctks z>u@7;nHGL6em%G1fhNXZex8xH)kINWtnue^4ZP0TVG?Sg0kKo*;<*LthzfhCn(D0% zt=QVBtNm(N@i1cbbfg;cT}|X8P1Vq0@?|WjMin1Y|CaNQs-iaDK21nj72R_UHt(5I zfr20_aJ*Rst4GyiSLvu=@k=Aum8Ht4pF8%;!ciIfhhOIie^5epW%}|rZb~4<Y;95Q zP{abmmwehzMa&AsDmxIKlqY%r`+Q3Q`Aam*Ts0N2?&H}NJ#XYei}9{-a*;>H!_PIJ z?#p5G8}<0t967{mZ9F|1E{o0XRMXdeGWgWy%jLz(AlJBiy!x0liW^S*3s*^jb3Sgw zLQx7gj&X`x&Pw7%f#LLBc}bY<&AXU*MFL+GzWQD<l|Y{3P7~H;ajflMbnvi^IQ|7z z2vkUlW6x!--|KH;I6A_)KUN`zwHX=$&x6JA*CMRv-%2r<`TAVd%H(3O*RAD_85f5# zcV#_V$%TvOz^`0ly<(}O?WI``@qV4XKVNcirR-DU{!$Lig?)}^#&A#_+8k}Sn}haF zzKzsY4xZ0D6m-U%1F5gMXXO+)NDy5x=g@C9);)4>5b9$i`PvVmrZ%EiR^I=-tCS59 zTI|0C=h<-IW`5vWEE{6}{uNt;2zTrUce35sXm8hJ+%jil^B0q?Vft)bOYE?emSQ6y zEG7M&2phYP|5y?+&O&_I=~S&g7QTBY_;xq4z)D>_c!=<&q$%qH|2zw#NKxD4!-CQ+ zLH9;u7B>1fa`wryaO#+t^vqu--f8aG;!Si)_3)()KTDZN3$bdtdy$FDlV6<=o?xO; zu5;A<AQMSHv*jB%GhyFZ>}qeyL~gslR<aTk-y(P4E+Kklt-DjvTB29@y}pBwA2Sek zvzOy`k%5Z?H-p|qF_3y#);eh$1Ly8$)TB5ua70fuV@#QWt;%yEQ|2)cCqfxD7@{L% zd31koGac*JXRnO8MYv*D$1qQ)<F#<`k)JViY>i5HJLX2myZHGI6hk_C2WI6Ta_Hze zz4r9#2^#$P)S3^?gcCQS$I@=o@Q~RWzdDVEWxGW<5^*%F{w7)UEs*Gw^voYuH_-6u zt(m+Fp9Vt_$qFMa8q9WYoA^L<$=tF*-#S6!eT>I{P7hPj&6zJ@)=qSW(c;*DWmMc= zAP`uUL&e(32jaI*Q!ziZWa*wrDsbL1)@lb8rBPY?rdClQ-kmbkzmy8Pzj|Py1{D|M zx5)(4sSu#$Zx0~+Xiv*~M60LZ$BvNP$GH?N>inJJxQBv$ch)i&I#IBAOYRVDJq6EI zwuQbjp+J29&$I$*3eLtPjb?Bu*p<DyQ~eVeX<0x0I_{G3<FZLo&?z!<&NFST_mW{I zqqxItCmBB@yUTvrlTm3mIQzhq40juWTNcwKd>=?YFaDK;{+;4o>K{mm{-NFGpFx81 z%vmj(7YR<wO6qcTNl4mq__p>BQM@hKv$(!a6hSp6O$YKt!OB%{rf(I6s>PB$9hRc7 znqe>Nk^JAjl-}83GG)cb@YIne7h>+&U2<5}hH&Itnp2fBA3XziKOU0dqoJKG8z9Mt ze|Y<X0phqvwH0xl=0i|eR<)1CM|Qtv<RJ#(%TSjBmBdH5*PC*$NfX>ye^6T^*aS(I z3hR=d8>6x1iY=FKj1Ac*y1wl+LM=bI$Ya<L-;)=;{}FD8nwN+4Un>|w|Ll<5w^9Rq z-Q{(Bp`!u3g&k8k5B2f5^_NO_sy>8CFBksv(TDv`fp;2&EAyEX6-B>z2++^6OS{Q~ zR{Tjf!@WFk#@aJ^i+OlX-M(hyeByYhfi?TB9_B^=h`n@Q4?)L&@fq=Y7<*MbcN@_u z<cw|m97Xh?<NQ?0|FbSqpPbWcDAdJW<`;qOQM#}gnbUD)wJvsaDE=Y$=wQlua{y9x z@XhLKe~z#YHt;Mqr21)tu|3jWP*WQTS08t2rD-9;<JYsv4owIRogKKDs|htGe|^mw zO{B3!JTH?pp%7E+GF_+vX?N<6WvevsD#l`0YnM9YlC@ko7V0><c;}q*PBnPcuROUq zOAY;^^9&T$s$sdkgK5M!RoIO%S1j{YMR{X}#`R$psL#22!h44bzQ`L~X3|x_rHi(U zl_+DuR`Z!E7iARZnTM<`Qo?na+KYLFBlYoCH+r8c;^O_s>HCinGx>5`jie&v=e@F0 zzO8^~wHpsF+pU1kT5?^=FL`YErFH2-q&y;C1>9bwCJ&uJvV_P(Ib>3Xi%7w8h<dH7 ze{887)~0Wl^86%=-yIs;LZf7%pc>HqMNJl!<AV{VM`duwuv;<khcsLs42#Z5kOJj& zt8apd6nMRdmjtbo#GcSvm$D%VEW1B`<&=p8;_E+dlnE4v*A<uMO~T?Bh%8DSyDbK< z9oyFmMT;RcKk0b;A1*{nhT4ADbD^`aPaq_p``><*t78JWxOV&0{c6IKQ@f9N&?LF| zpp*{7_Z)Pr?-EJ9&q37Jy#tZ^h;?LA`NjYaVxw3qNLx4%csddqyO;z0c}Wp`RSxzG zajf6aIp_-9Cu23r#<Fb_%g;PyBYj=G(7$tR1fP+as6WDn{n^ncrEzRH#_ihYzlRMM zBb(}9o7fomo3pHIEgOdB<g+f?Y&_lF@%9^?jq_w0|FJL|{lB_t2~#XonGcR~x>=CC zCF1bDg@r>q$&%rPEU>q&I{Yb#h4QtY(<|IqP}uEx<T0NG%O&ETY7`cZNXtpRnr4Fc z(>Bqsi*Vs)%DUMKCPr*exe?bOB;_cVsYWyLL-9w{9d{<I7RG#uBl_foW?no^o9L9Q zigm+MOe8YdZBhRi(7mPinBB*KR-o0LFV7k9)ud&G6f$6I{ClJ{l!2qgvVHot3`pPI zIb5N{z^fe&DeUibTr$2p{=1(J#mLZ*`}K4<JWiV@c7_g<ru*q%4%4wG=iH_WqEAwt zJd4tN=-4o)ugS)a=o!1tsXshAYPPuBHA>MDv1e`3=>>GC-LsXq8>69O&*H-}Z)s@L z&-Z^&Lqp(e_ulvd8d~QYRrp_|!O5-$+p=hQyso<WUpO%rCfind(6C5kfO6S^h7LWN zT!aM;d)9PL+3;vsko-r6D^0^wNuLLkqBQtE$+>!aii*8H&IhxGsF+TRX+H3V@WQH2 zX8jW?{GX&Q5xYmljpte4uN|RckL0Z~Bce~t<W~OtXH7+rb`rD8kc#N=f~-?gRM@q~ zE^%2z#dAi(zO|ny=y^LDGI*B))@VUy!f^^Rtb@i`TPWCcI(zNM)f7|-g^SfHQ_v?d zFn7%#qCetaUK)Ew#_Q}n>!TOR*p={ZY*#WF_1!|1624?qm43IpLij-|6W<pqPR1Z> z$qLGM5;zy16tuUI@O;L=I_V|}F4gPTC`FO5gkN7Z;z5FY_2S?oJQ7Hz0vir1lkoZL z%RX}<63kp)p7}Z;3I+Op^RjADv>B}0K@AecrzUd1%XOmAijf#i(G<l^uUZ$<pa}T% zgMVuZ{^$R}e%h|OKwrtnkzBt18e+a&7PUH(m~G{gQlS=nyfyRtqfShU;xF?|V$NeG zOEeKvJG-H8*Ev3Ho!u5zE#{-F_d$qlyb03tj$9Jpn&4)owwi#WF-GTXcRpQZ1Z}(Q z7<HZzJa$&CFFI?81HKmxsA~+7ry_XXxX1wiI>ST_{R|Maz5kiyKYbi7i|&$ntdA@E z?w+@c(noAj*KtE9qF2VBIh`RK8UG%;>+&oQ?iU&zqMq?EC>5c-^e*8@E@$!A<2>A$ zFIZ^0jfapMu7g>|JltRQZo3kL2g|umJ}dk5u=M1&s>C~bu$In_2|lZb*Qvjw<oxyU z^mXA9J)Rzh-lweh7tn)p9p~7SdR@%%lr?^vqzm_dHqJrNMfRzO+rF`N(bCT3e=O3$ z>*@DNCyaCu-N#xszgQa+z74^hirP5sL>Z|*r-j4}hfU*lT9|*qqFHB16UkyKUn*~D z;?&H${+mIXc=%1=>;q#>w1i3P7Cq8HJ84tnibM^tOlyr#lQqD5yy8@5j5_2C4Ia`a z)o>3!yM`XAp|PG8H0Yy-Fxp2Qg%7IO>=g9l>2g)L1h^dxKdge^B8QKqOetf<p7R<r zsmeIt>=0)?p@goCk$V;eN+@%^P_j2b2@P#5kx?Nf$hs6Jlw>HPG02?mt*D4!G|Aq; zhYHv?9!;`zP{4$8bENS+1+;zl%XQ8reEG1&|FX9{e8vo}pZ!I65`THUmz^B^W<_pC zx60yQfW`VYCs~;4{I<UHN(K#Oy5~Q(NJC)cT%wqtG^7~}@A>gkxU%j-+}T-4RGtXb zdH6ySCGLq<Glr6Qw&&lg6Q3pUyEiy<p}ho(4jvz}85c*cMp@a{9->=9;!RyvisPMJ z;o6BZG5mU$^Y+IwG5lB{>05D^3#@-&&ppG%_`H(~LU(Z?I!s+uyo`&KsTa;RgB<K! zEYip7<KP|pJGr%qgOk=C><_0nh<H5bppG{O9}AK%+vsq>^)cqWA{^0p{URg$7aK{M z0saaf**J2(`PA=j!Vw`y=|?SW=&G(!y!Dvq7Gcq*^|#oVd66sp`UD$iJKh}M6v&2J zh+>>D(I?iCT|aFJPqw_9SSTyY#(uJP(Z(Sb4tu!Y(R#;%vGPUZs)sBTysX`NqMU^} zYJ+9QIV?PCk91Wdy2LJiqwgwr7GU_u?Cmn5Q#=K3g(|Xe;j6Rv``=8+mX)&i^)s>K zNT9Sv0~3~+!+SHbm^l0ISm^gaCMfqxuI{m6V(v{+t+*Z&fs)sI4$o&|Y7aIp9VI$s zwo7`rlY!f7%ephFh`v~@;boY^z~5h+1YR6qAX3ct_^q)2_VbdF%JL(+q+I=(tQ7-p zt`&1;j2W2Twf~l<2m@=Dsc_83=~%R`+qtooaK?U@uktxMK6Ka$eT}6<uijTNZx<b= zRuSWyo#@1M`}T775<1StKPeehr{h)Kvup8-=*a07tlRXH2E`a{Q=QK=yj`b~L+PU- zz2bZHqgonv7S4~L9j0NkNOtq&J{o9(9D63QCfC*m+;X8IqH1Z>K5OFj!&;ewvNUWz z(%?8xl7?K)i*@z$X}C%Ca0neFdPL_nlmCp0Cl`aSzb~Xh!Lep@WhND8leTGF1yhme zDX3@SLq*FMMa%CtRMe$L@2^`-#et&|l82?Kn2Egd+EIiG?H7wl?msA)ut-?5u$clT zX~Zldg95dJ<Fdof6y!XxkgEa(3HP}f35pav&=ygA`<{&T$z66k@(D+LixeF*hz^-k zux9IdG6Y*X9x=kn=r|OW-Qhw;?sS-UgeDpH`n50FvdPE~)(;gXdgP*_n!@CJ5)RvO zsP=h;5AVNRkcuPWP~uRFP9zCmS}yHw-AqDoibH;#EeWFDN`*&=J~<^kBN-=8!qfL3 z>Lq@O;-K@B{ewNCkdR}q{LdBFh;VPQ08!-3zjipsL=?*`1x4KGq9}ha{CfF3QREJ3 zUrH4GpKjSwrr^I4e27S_a9XyU4+-DflLN&1<J<!R`|bIV3V2|fy@rpc3s&qrEXs$; zddAQ7LVUbmqJOk|)&x4yMe+)B_;AZBY_b>R<9>%&#r8TAoXmROzsc4FhktA6v>Y|Y zw3biyuRlgueMNlJyY)s;{HZ3LL3E1Cc~O0V6Na$lob7F1WQbc+N6ynS3~*p&_wT!J z^pO!|+`Ia^KHm96P3i5?$N9+JJN{Vf!?AG{^?;5(Mw@q~?Rdh2$AXsp?@2s3Uu9j1 z4B|mXizgXl#Dh`zr^-@69`?C!y}Q0e4<Z>g;lC5~@F67A<FTC{RNWs~`V)OZ3cWPn zyF?d>oI~Sw@w(VF;gxQ0rHe)t-3@W-x=6a`*txet2l36dwedT2u-V!4MgEXB?s@g) z-Yn6^$j8_awxu?VY_}aBovV%CY4gL=OSPapa4Y<2oEF?&eIKe*v{2pkMnCVaCP;?A z#l*I1VyRER{vSzAxVi=Zsz}g4Z_}=i<$u(Xt88+IQKpW{Ed_aJHPrF!RfBO*ni|y3 z-egC~t6}Xz547j0LV4>~UvmppIBHa_I{HHeI)C>14uz}WnAFqrdE?6HOqEVEE>=d3 zZvng7L>V`?)NCiuQ3kbSaPca_mCx!|4NW|ikkqL9BzIa7O#*Erp8ksP;oB{DlT*Zt z>^FV<rwUMg`}M54odV3;e>=^ak;m+kvhp8~<+1KcR_1reLu}Q!gy>H>*b3FW(khmN z4`V||u7w<|66SVCw#y>f(DYO9W?8H-;++s>%VLx43cW6283bH4yQ~x<jrMA<%A|Kv zI3cn*`Nnc7tYs)9o;)TA*LiC+4!x7W-<>j6kD?^-W6`>Q>Yv47AeFp7{*gEoQdOSx zZWqVPe^1G#^<r@DmR~1tD+cX<5~CwcT!`&2S6Sf5g-Wn<{$fQgSPsc|YK6IY6?gyM zR0jvXdli?s-{xR)xMH~VC<kpOdOvLZIf##W*z>@K13k+|p1&~%eh*~_U3eUn&*i%R z66YZG>Ww8kf3h(Mv68GuZ0N<jsrr4M4f#xogL$!R*d~YBuMHp^855BCvXPCI$u{J> zR%|fd+PC=_uyLVZvClx64Y9ReW|^}rJkX1kI!N@%!%k;u>p>Q7ad@6R%`60JEU<IS zXCY1N59Rl97CPOPcb*PrVafdyH6m+RIH#c0-(bSRlb#i%5IGiplzs`87GWXCnN^?u ziHS_>tDGgROa#4fvgXt>(W!j*NBLzY`qMpKb{%CROwg&l+mng7m`>S%l}wamg<c$$ zBRm>q*W4CiBE<adYL!n6>~AT^Dt*MjKeLCIKOAP@iq?jbqCE^mNbukJxiLVx@Zy9T z;mW<3gpg9ASFGRp#c!O)KvvI+Evu&KNN3-={HKSGx1Z{A>l)}78(Y_~BcBd-1SOGj zgpTb8WaLVM=y+-NN@$NO9o^rn#&<c;aq#?<+fPk8M$01E=g4$eQ-1yQ|4qY36`}r~ zCp6ezTA6$Q0SzlE?k1eNK|@h~%f(fxG(2zDrQF*>!<{{$r`*hGxHmR&sGmiHhpn4x z3eh1NZK6#}x~NF~_|ZV^DbXMJ(;?kV#rm7awl1os!ev9!fp5iBWGX+~-hP>icp0IQ z6rxKiHwiQBf~a_>)4Zt9lIWLLYQllyRMc28tQ<*H++U@4!ElU%t6tV+bDvUh!``<v zDTjh!*9Nh<yD5k-cA31nm;(3dj_l=h3K(80##lhXtGoFd-hCu|2=R~k+(Smv_piH} z8px=aKOlOtn2e0PYo2j=WNgmcdDH6*89gce9lSkc%(gxVy>39pqdDpq7YUFNyIwb? zjOY{7<I~jYIud5DoYu-JAt6y{{*|!vB!uXuPU;ZO>_24pw%3J(;eTEhIVQw;*R+)z z*hH^1_q#aEA>rfIJtA}aMRATY6WaJl6q-|^7i027iTf?hlr6EMxRIWd;O_N*f4(AE zGu4^2f{(bTJ=YHrozmyyxb`-&-VUzBc3VD*Z3R!q8uH<-TJWPtk`IMsC9y;bAD50l z(wHSCU*$^3XTp_@RUEyx4if~5jV@M|GeP-Qo}gv8G4vOE-d)jWgefoKxwk!xFnca~ z)AkWVC|<s$cs1D&Oyg~~;tGa{_~@yZe9iz_YEfay`Ua4ivgp(nG(fsK?>4JYA7bef zkL!2qLoGYDb#}2n)_T#Fm5J(ubXZ2Y@(T}IcA3@Q4|#a?`o)e7VLZrQTeh*zmItdX zZ$3R0;^E|Shh;XydN4YEy7Xm(9tKmYJgiRZ;o3l`htFC)cq9&Hi;C%C>z?ttyeVDO z&e8R<yQ&Lmxyrj$wz^23S-FqL(nV*QxyG44Iyh9>oqBaY;frXPeJxi93<Ix;`g(0F z4SjLpev&rUDs0x6QPoENl+M60Yb`Wc6~w-Jq6sz0(^U3OP2Al`{Sisi#I4<buFrp= zfmPD8zKi2EK$%yUdu2u)@6CFTd7n~;n7?y=n4&t=y;7ft7pp;`HC2k?qJ{^m7Wb~S zt74I;ka2dfDzx8*>o(3&h1G1nO?s&c4lI1|eD69H@H3?Y5>-`Ds4?xLmZ^+uWKqFe zOO&yA*FxV5s>=A{T;AgGLJ8{*UD-A3rUVtEKT3;<ZebQ33z{ra1UJS<su7CB^-R!` z^GpE+U-kBUR8>I0K=&H^DtU<9n_YD>N*?;7UMBt%awx*avx|<(;kS`rmHI1L=oZC{ zuMCjI^@;@v;VWg4+hE>M)+>Y8FI(mJsmow}OJ~o)IB6J04Y!5$Ng-s8(TXrbDGXk} zyixp?B!n76OK&MjqI65BUqOTf3OXEKKY1pOZKNKJ$cN%E=P8ZJhKOT(d$%+1pBS)0 z`AFI&F^Kt9+yG0AxL^G6@JSUH`KDnPFNbqM`4`(P$l}6D>RGhPdk)V3{5N@_nu9)_ zjvc*3r}&+eryK0xK>g7^netT}j4kte8o8JQImw`saSjKY*L{APFU*1U#1-4c-`IFL zthoFq(JQxAn$#{4zVy`yT%uoO<Idp^_GJld+#2o^Q1@ozv-l<D?;F@C?q8Zvyn=Y& zBa8G^8f>r)lsdjp*hm-pwjp_jh5F^apZ~mKp?^m;t+|ec?y|{mp*LBG@4964U$0nu zEetITV?q0o&C5a~7T*4f`ewjl!G3S;$jwnE#x-|m`@CjijdlHqUJDauZ3~iO&NGoL zvHI&+025g!=56(~WWxM*<-!?NCf<f#u1zO1F`wTxpg6=pjN0AgB%)7pe#yLLWHMl$ zu|{YznE|ca$pryE448cVo3+7}0b{{+o}v~Ew7VUM&R1sOWy;}e#&Z~0sDD-d%V#>? zSjLUlbkT9=nqK9-W;%A&W(IG&MJGCTk~^G8hkMrRH$|az=uAdCSP^~<v@ZDkK$ecG zUl+V8rRli)h2yI_PD6CuO(n5G8oIucc*1XJSij^+Q)3eiC%4H8IAzn2(!TGx!Z8}y zCw^-5htj|*i}X3=N`q!l!lo;PE4;r#9{bkNFqM*-?7EBw#tDuVPmhL6g}MW?TpDrz z^qTQt4h{XT^n~3Xs4%J-irU&og`37P5rbALd~P`;eZE0OgZYTfQNk6gwu`lfepKWy zcD^d>PQ`^wC5t;jh2^1{_B%Sn>lbx|28mIjE~a;6H=T-QYB`Ke^QqXGzEH+@kb?B% zkp_)r6ufKcq#Q`4pia%8OvH_XBgH&{mZcPY;M8BSCR317`XzGq4H-7>8T<C%B!e&D z{lMWA8C9W!CEvWsDDh%O#h4Q3jU7si$Yj{MB=q)uB;n`Mw`CVwNO+?~+ky-dy3#lo zMWRWF68cd6#gl~j3c4YYJQ7lA%$@TDNT@u=YU}LzA0K>7qGX&3{_kG=|D7s-?@HLk z^0BFQb)9`YAIf{a*H$0qqq;BUw?Po$%Am!W20uQ6wfM<FtN0kY7}M#b$Hytp>AlVj zKKzco)%sRyg5_F`j#DBgNVE+LI2mh<$L^!gCAh|TW^B6e=0PLeUiINz!gE8=Y+XYR z9XCYkj`D@O^bJv+ad3m~djl-wu59y&H-J_3jLUPv70J2Mxx+8?vG{q~wP&aG5wU=l zpu9sL;~xEoS`GB^X~3i0Ym$d$Pbrk-4jw+vnfmeT1`q9)&DNY09{9&j$xyv{*lZO4 z{uy}4o4?XhfJF2Rhin^Dr-%MrrB!}c^zixKE!%D0dgxg(*__1HgZ;ZZr+Yu^B3Q!r zUssJTq+V;(EK1Tv=KdO!_6@oSN?+7}R!JA{6)g1C1$1F_XJuLKRvl;@&v2s*YvcXo zxw$=Cw2^!1<jDs@+SuZ`*~b5y7C!Cv+unLj3)@Fdb2NOki2G|t$Ist1v9Cvbk7A-G z!YNy`{ggFf<81$1|BVJ-f3kQddO!o0rL9<T3L4n8`8@B+S9Lsh%yn)#ppG3i-j1Zd zYOvXK?CZbXYVeq&dChvh8iXyQKWbc7MdyhdoG&t}xKk@9@Z!D-w3~-FU6fHlS!le= zrTfYlEvh?LtF4URf%W=xdX%vKpnHK=uo7tYo0j{kE1_}y%%+ktMSTBZ7n_}{2#STx zgSk$MP>R22dgi_Yd=4Alta4L8@vEw?dm0KD<jGuhzbOxQcOSdp)$$NN=lF|1M)>mP z!>+q=a%iPAlp4I1MTC^hP-}!NV((vibH!8^qR*xV{&Hk7Qhq)t%3lVG%(z|Q&eG8B zdX)O%s1$y?O%14yNJ3JV8#@~!3DWA$HMwe%C>B4uUU!=W%&!hb{ktp<v6lE7bN$6} zwCt+X#JCv#AG+>4p2|P||9C?vXK#D&eeBsYsgUeYq!OiJq>_pxl~5@wGZHE*l%j|d z6)jOl)2I~Mk`ce_^T+S@z1@D_+wZT}?K&6!InH@p_v?MG>nzinBP!Y`iu}fi=GALN zF}3;KMK1|a@Q;SD|K8_eV&GoW+*3TPTUu5A)t(2ri`%yE)Zt;nl7A0|C_D^U2Kkv2 z-Dw#WNw`dOCt*kCxo7cQbT$3{vT_F(TfTid)8)v8PffsQPr@;A@`u-*pUZ{)rjn!e zZ5+^s$We*6iLQLP<D^i)K~8r_UG-58=E&=7c<kh0vhRK6Z#ND+KD@b=xtN37L!0+3 z66GM(*Q@5SF!A%^mG2eavN0#^Vp9EGHcp<uLklZo!;SH8^PMQdCrc-`xvyuV-7my? zd<7f26{MSu25d<0*tgGFjE$ArqFevXvhd32dhWenESM)$C?@x_Ahz#ksn0VONJi4v zrfOK&W><Xc{S_8`1w{SV$FtxQt+Q)E2n)<xBgGrRLXT@tnUXdO{aG6gxoRvNCM&Kf z5@vyQe#^8i(V>H{=D5Fjz{Hr^(h{EnCiYlR{RQHfIQOezUd#q2zE+aiezr`k-rPMa zrq9GtiKnVB#h7RjeIZv%XCfhp@?pm$1LOF<jzM^4`|^2~y$=}}c02XaJdFWb+y-YU z!ZV+YzdSwdP4wuo1bK@S1Bn^07R=RRAlK3<^#+pxX|~2ZqtA3?EvQ?*<Rcw#?nbl> z-KV2r8UN0%Y&vw5))Wozpd*Y*pPS-H2haTs$KQgEjXgKvXh27&WVE@yDjf$3Z(bA^ zC%RO>e@p!&4GI559<F&oLwwnveDT{fRAk$4oxDPWh=0M(wj3IcOz9cM#Sne@cHMq` zFb#7*)Hgf()9_)H)iZfl8mQxuc8hFi=wwW+`ff=>y27ii57cPbU-gr5UV?B=iN>8{ zG#YY`e*C(d=#L89%qY5_if4Xm`5T{5k@9xeE?N~8i$_=gD32ukb87WI{wgZmLIvZ- zbf_3z;eLGU9}1M~k6c^-m4dKCCpOykQc%9s(d}I=1-+98<e!yLFh<p9*JV&J6n}Al za4-d*?hHB2TSbA;F>BjFqEFi`vwd?o6!e?V9-Dbc#_B_BE<C$J#zZFFp5;M?{`Rg{ z%{pWhk6Xv!I|+gv&;PbRBtck!KhtuHa7|PGU5Tsz)1%w1*=pBVCMYUPz4(ckh3TeK z8e9`(uJb>%iDv@!Cyf_gs+%A;d1>2#q6x;-KYuHeGQqFt;hzs_CdBbZX=e0*F~(8~ zFT5`{Mtaewq{|zPA?)zzvG|M;CXz2OWse)-{M)$JFoJwNvteEbZW==I%MWArazn_R z<eRL@HbB@`{Vxu&28cOL&i?LV0HdXkF4V^B<I%lC38()1oN>r~f=c?}r7Gp-KGH)z z)mOrc@JmFltaiPe9xAO%ZAQBI7+v7CVIYf-b|s&lmIHj;--btpj(kYCWHkwj5?y&i zIn4N?3vUz7$;%IPG3?r8_qs$Ex=*8b-P)xK<)qcrwaay(DNd3;rL2pbq}hmy$2zzp zp!QE8p6E(eKyc_<9h^VCY&=DS=*|amdC_5Qw0_xj#4u1BC4*~^?)swz`ztbKf(=^O zg@x<9`C8cPJ!%|rSQDQGZA7*+G%;LlDkRsUfj2j(rsNn6WHrcL<Y;Li_d}!0%|Ghs z7rbK1s!#{ZW-@`|sg4&Z+xD8gRD<%oV^KYhYOrd(KC2_6hVQ;ojccP+p}F*T#R;Y= zR?C~FwKl21HP7{yMz{*5P7hoVolyq$8R<kzqB0bk%LDbO${4ig*vp(zf{&to*ZyCM zcsshsaOi|0X4UhP^TZUPz2Gb>vQ+_f8#m5$S}8y>Wvkt(tMVA73z=D4$YU*{x(3JP zFz>z3{Gyw3xK<RT>A9Ea3jMLj!2mh9|6ZM*At;B&-(PAKqh+BsNj;pXA&bFFMWV7q zUy_x&)}C~c!HK@$u+=mfWcT$Z&$>xtCMa6_=_@Hj+8;=7(Urn2aVNPw<&uym*N!GE zl_ZXDD6D}{34B_+TqtF~IPP4Z|8KdDI98q6PK}u(4oc5@Z-pu`I7COQ?{pNyP>RD! z+jddZJoHLln<|Rd5P8G$U{U0p_$PMuC(#j)`D!%>c~I_?DbFzG!TXzgSI#ui6X|i= zu?{X)nYK*%S8>sBVx~#Ikc($tFHaW7aB(A;b%pE8#XW6Rhqjemj47o~s4H?2zfVLf zaGV2MszFnCI|t>@e01F^I2bKg3VoBz!8I`-UC$s6J|AeLe|F{I?cIUW!zLVbnbn@P zQ{~`SCd0H-go8wx<b6p~Y-p6J)T|q2<3w!OKG_~NEH1AMyi&);)!~{2-bHN0R7^dT zPh+Dk`9SCO2sZ9r^mJdliH#aVb$N~*8xf2AuieyPV@=xl4>LL&=L>oqCdOIV^r%L* z@-qu-V!iZD?z2$UOr`v&V4*hTMe^HX7AAjMnT4JpT(eh5h#Jbm`F>hqracR9n#b~t z`7EqZ_`H6;Gz%N|UOP~=kcHHQVZ{|gOiW8J%>VP4i9V+6_|^+dq^Tw5FH2<NPw2j) zFQH5fXFlyY>B_{Rot4vcZ6-eN_?+FwWkOs+SxE9d1D>5Hh4vIP@G|ZAW3?m(4sTPn zoIb>W1g|}}cryc$e`Q;A%o!;6)7><o#DKM*s%@4a1A-;T1-4GmVG(}X(WIZ~$bGf3 zz9u><*Z(|u|0W&7cc!`$i|APM`(&Pb5*?96m-lEz(_wvV;K@}_I$Bk)?~b>jqprDq zc!wz+FVr8G*{Bl^DjdN)CLIb)T4eQ48lvCd9X#-!hJt~4k2iM^PC2i(+rF6w^U_G} zyvsDuSN5?d3yA$yE8=dRq+xe+vE!LY8hZEt^jzgjL)f2`d7ADt%#m91w2x22*a3QF zsWc5FMZ>+3i)d)a!#j<Csi3c@8xMF+h26megFZxG7{gDFj^t7y-`f50S~L~uw>jNQ z9jQ>dKan!mgo+YnWm*;CoW95Y);@z2^z1Tlp|((<vgvH(b)qLb{cdQl38Y}h8O<(= zD=`(Fa-V5X@Y#Cpqf{0J`fChtJN<WE3q$*l>PIpfem!7(Z6ZU7srWT4mW)bA`wl5D zGT>*d`^=P#+EpB*>x=&9`uhKOdSuSXYqy%=wa}Hnmmis7Y}1A_<>qGC=$2bn`Og&o za?j_K=9=R8l@@~@!ZXR2-X1)3)C5$m^w@JUCO9_TS4e(tj96J;i`Fb-JSr$R{^4tk z1zb1Jvj)bfeGzIZNjOHGl~%CssuAkcELmYvMwolkz(DwbA@2CG%6Rh)aU}TRFn3HJ z%^ccnoCM((Dg6)9?Rv2PJEe4JzaB>UE=y0@>)}MojruNWJ<MIOZG-nTA9?divT})@ z#95CiZM()tB=z0sk}X7ExMsx_d_IbMM4F7}^U;0r;p2s^x_HnZ^~NPb7tg}7Gh;(^ z@$jGA%W6|yXzzHTV!cQgcZ(Y~nYQU*mQvtikgo&5ntcmp!*n41Zr#spD;;nIr2X^A zItUgMO;}r_P5eKXZZp%?MgZT~=w`AOyhUG+XUb`zAxNS3LXajZgdUVVlhp+KW9Krv zYz^GXa>%M!qk&=l@&u(h8pQG1tUyb-I_!UM@b6Ytht)DU&)POMRIc&WHt<lxfvv~( zwm(%xgndoeS!Y%B>i69C8dgC?2<3CUoeJ8Svx6246<pq=HB-{6jK=W7&4T{Qphfy_ zmnSL1zLQ3yo>Ibz@Gs0=6eVo%(#)8js)(#J$CQ1>74Z4BX@Opd0_az2E5*zeuvJ+- zk<}%S-lV_%VNUX({8rg0{YwtXPnFaaFU#Rp@~`k|7dh14nzQ7cm>kqXO^vGG$wHBL zV~+GmS>!py4STMXg@#VaLHr>c5*a7pUMvH>r_t1lPBPH-Px(|nM+SE~=21T{l}0e< z^FYlSDP*=fWw>-oqPV$YxNU_bx=P-Rr9G0si%t)I)*1;Y=O*zhiH@xHZ}Q;Fi=%40 zQbXMnF$CQ0b}mX319#$a-`C%w(AoE7{9vXiN}_kXQKgB(Vg9+<eM3C>c6{{8z0QOD zp|2$aaXgHSrbo+r^YHe>Y-&Id563c(n1<-`z=@G)T&l#ws*ANh%!jz3DZCynZXxFG z%BO<4T=)y^;Upa7qWctg{kSL5ktyj3o)Q=L2VZNM3~^BMf@*Mra0)3jYp;712TNRr z<dpI`a6C}lRvXWOx<a{n^ga$Q)SUI-9Kyl)k{kQP*Ad%h`oTwtzO*|W-=!(X!SAbY zEL#Y-BpNRY3Hr{4=z`IS*ALjpF1}?v9nXgGrpB-5!`RqQTC>H<lh|$_T7QY?$C6*` zii8E(h)YZ)m5;DcQ#{C{HL#Gsd17lvISU7!1?XOcOTK4SznUR>F)8-)&h>RH<Ye1V zdM#$*hQiW<Nm&;1cJ|!QBU~aB72wP1Bl@5x?poH!L~og5oNPMb6Hd~vvfWI43cYf3 zz9kdR{$~U?Qi!ey$=~@g%D|9&lEB>_1{Nk9eOCX70i`jr?cN&<*nY6H5KCv^=7|8C z3&9NN4r*`l^JHKoRAl>VX9h^=_s{BEGtgC@ZTel80srsMUCvS&;I=)#>orNouCSqb z2BUN+?Y+GHQ41XrPZK>(SJGi9Ea|77NC%(XnfW-7jvW0~gBTY&gtTlP7#q>y`*tO{ zk4s19<^1O%UujSm-DF5=qk;V>>(IOFG;IDilTvk_hJa5dd-ulCa8oN?z-Si@nrdfV z*nTuzG(Vg3*^vf;_{E#MY>D4rX?5`BQW}J>F7oSHOoM3blbFXwG)VJ%rt%bMaQ_(@ zbeKoO;NNS3HuGo@JIpMyCLB^}bkp95=tcdi;MJ8EsgPJdGuLnz6$|E6Ev9%-QBkro z>#H>tJ5{-Vb7ZJ!9$9n5cMcWQFWir!?<t6#l9iokr+{qzJ$0ao0@KP}REJ2y8?STz z{&c6H?(U=ND}+Ci>zv}l#VC;4l6>7$fC5(YmCeJi$avkS(Xi<(8Ad06P3!F?<5pV9 zt6FO^B!6a~Th1fnykfnq0^t$=na?e69+RNmwkY8o;gEIPTDRCmlQ1QHA?SxE38nF8 z&)+mBVUbtB<5&d}R>5~7c;5eb<zYCtbHz6^<dy$YtXpo5Tg>#ftR^#@ETNVK9W#ZQ z+U-kS114zmcguBkGC_!Mn!3)6G1iV)Us7l=hJTFV^pQkkEI%4pue-?@6;`bzM+;;8 zEIm)#Ic|hBiKbY+QX{M_x~dtp-U!8!O20+k8xrpa*BK3lhG>fL;_XQ{z~Wm)&h`cR zXnT09evg<w{IS}O{6r7_OW4V&oAr=56n1|?R}Xs<R5O@A`1tq8{A)-H9|>+^w4`Hv zhzc9?qs;iYVA&*RxR4J{O3s_yx4Kwm9<^ZY4PAVwoZY%3P8U6M6=hu4>!QM_U8vSl z7pjG>Y77BgB#eA{z`UXZ#zmXLPYF73@XiZ5yiNy3)2Xl4Y3X1jM@XlUtAn*U-;;JW zYh&)WqoGyC+So^094a@dg{Li!f11;@K&rXN6*khsd*fS09}j4P<aFUv{#;Eom5*QE zc3cBqk>dg$)9MJei{T`mRmZ>ThI`&l>UduIDOA5m4VzyWC0Q7#f&KExwUI$pn3jpG z=nGQC?BnYfJH}PO`S7+l>8=Xu(?8GnC8|KIv9+a+=*p$UJ(ia%l<_<&u5SAZWpv(A z`IIJ4I3*yfxT0JMJC3WIkJV6uO^1AjMZO~9F4lNH3R8r$e#@}|!X+=0%q-a_6;N<> zk}uOMkK^~Wc;cS&aQH5~(rrKv7LO!+Sn+b$GSaGOvq=uas&d+ggyc}ZK-C9(WTDq# zw8#vypw;nJ3P)t{rpacVQ;`fN!tGxgY?r~F>nrx{Rh2<qU|rO*CTUbLe+k=^O5xAW zv1Hy(DOjJF9&P_A3DLfU=EpIT2u!>_I?^YBTs_5$V|T=%JLFNZbXW}cI%uO&v0{*T zK~oB+iow}OFSCDC6hXa5xr<MT!uQR<-?eK+k@$Kc&p3;RxpP%s^&R73O1W%xR0t3K zr<%8b=!Qkfsu=$tT!cFcJr1nqVs}m?w;`U3>zM(e`75{(6ZAQwqsE0}c|&nKoeSZI zyw%6%a3Su{7A4-#flSMZoYtotG(>LmTuJmJ@MVM;>%VoC)t0-e6No;PU%0Y6oP%}$ zX6JwN<lyU_qx&mX5FW8MXf#pbpn84Ry)hOC`wuph^pH5n<>pGJPqX2Xs?oXf3mY%T zTq9;W*^n>jB-PzzgYj*;qU07EI)9`6<j%4osQGB3`T!d@zj`k?7RZMC=5tnW!A8o| z6`SocY^+@0+gkCJ1&vzaO5aWvJX}OJTr6NA-e#C{BAtbPp9A?uF)SSVbWq?P(G~w1 z(_oSo3+IkYClpgz_$0Y!dE^`xn8|u_F29&i|IvLlp_U2JbQWV}Arl#M9JT#@nE31W z(M8IZiQ3<%)2fx3u=U<}KV6Cmf#q-AwI&#FUE?j+*};H)cShOG`wYa!eX@<b#z3p% zfoN_r1N=XECbxGpppy65aSPFx*L*{DVM7KUd^r8_wgdyaPtLm$^xt)l;tA=xU+H+2 z>T59kf=;}ihfX9DJ*jWExM!J4N7wPRAD<7<F*vTet9BC|x4j(oa=qvf_lRW#uOR%f zyT)me9O0K&e-6E7(6LcpNg?194K;uIdu+Rio}4s{q~9mJP#dALpq_?}^0gIX)ihMR ze5TV)IK<zxmv!#cf8VQO*c%){Lu+B)u-G~pN(<j^n6rw8vdpybr{*+7F1^VJ<<Ri? z+XEG=IW%OBR5w_Bq$0HHu%-QbDl#>Anv)Gw6q+|ME@e^CVl47aWIfT9Vo{+|Eh=vG zaaG(1cK}>KqrbfO-JlX%Nw`CoWYfHXg2rZvx?p_@`rX|cs3f8*voEve&Y>XOw@L25 z&w(9vQOdjgl#E&8U^BdujCa$Go#v@zknO8B)1t`8dS!X7){~5?hZKWED>Bw;=Y8^% zBBOnMn7$c}jN$V6B(+Hr2H9(>f4m_fw5avQ<$4lM+qNBZK1sqCl@GsFc9HO1x#Z^f z1`;Oz8d`VSlaQ)sV|hV^1hM-YrA_{bU{?e$P`6tIn=U@{6OlKEdHZ^?J~ea9`(CS3 zV`&cAb+>*;JDP*?v1aiQ%M4HA>hwd@O(7dIbmDrx2|UCL)7(@|;22tda`>e&-WjHB zI()<!)QG0*RaV9*?|5jf-)Dr>e;bTPb&asV?0~~anIRUvh~RFuHALCMYatY}AwEhN zkY%<SVC{F^%*JVbtc_YGxPGZV;*THDyIiM-h|}JeTh{2oH^oo-kGLK-?RN2b`-+c1 zofVh#!ugmZ;qfAK6(3P&T4e)e`B?wa`)4(ik6$uw;;hfQuqMfcbBV4<{_Y@|Me9O% z<D||v4_zFMjx=4xB>dv^HsAQI4xWDw%3Tnr11+1`AJUt3u%<=v-%6ei?7jA7lJ99_ zcR+=*rGqvul*ks*Uuhxij;5Z$3N0vwr7B1ZX<<3}#hLghP3U^pq=Zm3k#_Laxo<Z$ zP~H0EOk0=+-eo(kaQdN+8iABf+X{8GX60_Y>aLD2ubF`g18Nwe2bD<Yt0D7B-7e;G zH4Ntd%Usy53OnVC|GZbLf)d-z`|rMz+H%2bLeHz9&F4zk&h;wTS02%^?UOQ^tCFTt z&M3nsqE_ha7G*4+(>S1}qzr~>RnMX(B}8>;?YLvCgfH@A=k_NnqRBd4`SU#m+?#Ix zlM}0e$>B}QiWe&2qt_wFZ%^g1N<`AR=a4*R*KKXwVIq(IvoHBoeR2p~WIMX!7}1&e zxgJ`Ya*#_Jx;m6Di<P_Ni^##Uh)6c;*`X(kg_401$14f1%)a9-Gm^pDYWJF0FKK+Z z-^-K8mBQ4My!3b*DQxM9ihDI837UlK?39BfwhHey4{VUY)Cli;v77`#jIy_tRf%KD z)#4DhUkrtx1OlW3iLSWkBuBgug;G%6`O`U~c(uG*&COjDjLkuES))9pSe}&o(#*rA ztE>I593(vQHg(8y6Ave$H+;m1hnw_l%LXAH7T=8iW>v<;fS%*o^cbQWzt=i<I&+cp z>i7HQ+FW!kmB@Ac#lg1N)lN>oiJrL5ULAkK0mtIFU|KT=LKnk-c@kaepZLDuM<(Ht zzID$}M{{sS>foApZX6tlcy>3!jDs}U^~KMqL_b~?FFicT#^=9Z;V{C+lUsghYGLC~ z{^wBBLN@fSI<Fi%&4!|c-*nMFHvAmE{tP6#@!B{p`<ERXGQWP^+pWrm^RHefLpB?m zBli}(n`B|IBmUZff&bR&7Yr?KXQ8+8(8-b_!X15j13^hFWPMH>JmSuRuN~#h=H)C1 zx~-ObEziP{1+C;4k}N!Q_$uK2mx&#FHTP7vF|jmVu{-W26CH)y_ccW_v7WvxBYqnb z3f0?%+}AL%?Ht)ap6H2AD#_-t4imz<nhl8(Ovta?a6@aF0p@{@ZH4U&{H=Z>>~)2K z5P!{2i_S1`vcBQKi5(1V$XVH8;r!oyBNO(H6CJ5uSD&85W&msWrIUkns7)s+^t`0w zXZ=pE%sX^wk)Hb<yGDom({NMw3v?WCnwqam^d$bK@zsI-bUgkuB2eN-2kA(z-gzH7 zMlN<R+^p!xJ@%5mK!FbXd*=Mxi|9b=dyi@XI%>QwjYof@p|Z)@%JUr!y^=C&LX9*; z4?WMQCfu?|vX{O81P!WBoJ6d`XgIqqdfqoz8Vp&VBR|^HU@s99*}IGe$<UooT8N(9 zjow~yNScO;cM49c7SSO7YsC@g?^IAartCPKRJaAkmcP42#d8I{lw_hOCQioV_K{TF z@;*B$Ms(${z|5ho5>zzQmYFyRQ&D1h!%X`p1v`CvGJkYYAl&|#6p%%M!y~TB-)$7w z*$rK;w4xxl+&>~%f#?n2D}E(|f<<qCbJb_aIAtzze6WX%3FZ%tPNFwQucvp1UnHZ} zYR<Y<C&_SIe6#Dv1~Nh)+&Gb@MMgoN(;qWo!YzCYF|%nBUQ=GIq<th|_a?2KIhRRz zm|pu{eGdt0f%ak)e-fsB<_pf+{r}hZ-*_sPRuVnoI4o+-R5ypxVB_P!SaWpICtrLI zGe_>iy%zFRbBK#8g>^46!`Hfi4dlb72z<7C!tss?#*{6EG#pG&v838&;<YgZzCV^Q zKVXdKdQ<bBxEkZ^iE|eG0VBjthu;2k!U&C{7id0IBb=K`wR*S95PG%JoqO~R!3kKo zd*vkq#B;Xr%zo&jMk4EOXoNmAWwnR=)bx?}fG;I-S`R{Ut9<RH^dOxucqG1y53{O& zy~(Hf5J_z~=WNS|?>x(aj=6kv>i#tC@6g4vY^}!Cxw^PcvgxVz(#3(KQw_O%U69-b z-L<K@I4^aPI{R4%n|x~+7AZOi%{ce=xu*_xQW)v#20HkrbcPi5LmP{o^(NI15I(t( zxUZa|jkklIjlHE>IDbabglVXS*EfrDvIaD<`p>=Y<&K(gv$b85D69$oP}xb;YoOBZ zrR`NeqBFAVhb;c8V=8E7KPx~Tc9;L{7Wl1(@#Xyxj8TJB>fGo;jv6kUdY``Vs4CL5 zA4e^juZlB2bt}#85MEi<M5cSGK(ENr@>07pl+B(tf7+~!7-xekq6}q>J(Lvqc25bl zz1LMM3zblP_GosMuM!Ryx%}NtRf65=m33z`6*1AdaDC2vMJUwU8`c#mKu9ejyK{vC zR_<YCDBqRGE=^DGGtcA@kzTu}ELaXr6$3kd*vVo03)yY=>2kRBJM@Cbpe#1lj7g3h zl*M0>=jW`x$-p>JY|W_(8FXeUM;O@4z}h8e%e)Y2RC5l>I0s50sqs(*|F|Taw+g?h z`X_;jpwP34u@d;weDoHLFM&6^6O?aMh-1}Y#h$%mVt5fB5MW&?hH%4YlAE83;+*m; zrQmc?tSd{tx^cBA(w+*e{53}uNug>B9p3Y>JR<M8T|N(&%+Kh}p5oz?@pQv{7alf> z1V`Oo#)Iy2_UJDbvAwY`ZUf;J<4)m?HTStlW&G{?l*+~Ck-40LBU~8$36Bjk=VFuF z=0QazF05Iv{L&V1@l8y6v)T{`PluDH$GSO)*L8gNoN&wg?fi`BIu0U(N6l=naG-5H zl~r_{gXL<It}ekG^tOEbI<c06g?G45E0%I#R2{QxBcJHdwS2?*;v5`uR6c!-=#9#z zu<R8>YzXyL4u5>ihWE<g!V82`!eq4`ndh?6De-Xn`hGTqeaCMbd9qRF(<!-Dg7C^h z1?e{vEHwYAczJS=g&SaOpSsDynjx8G+frE=Xy2Sh+0VlC$xF4h8;I__``|&<VL>FJ zdD#CS6C;b?jxYVegyxa;_sbtLad&&XNK!o$*O~2WWipuf7gOC@wT}sAqv!axjZE0P z9ey*tn2CN8zoCL~N*q7z?*<YRsnYo#!oL_;q$lk6WsrfV77AnM?hzgt$gnwii-Eke zv9DFL7!b~Vrf_#J151x>o~jCAAae^C@xBZQ78rEx@?hX=qT@yjYX&|nk>E9mF>vwO zipe}W1M!86pCvD3pq{p3cKak9-A8nP_O#M*aC~V{Oer0H_ZzpErO+|Xl~^+#M#sqm zTJuso=$Lrazhm=KIwWETV?E922+Et>A)`pg-l>;I9|_Xoq_<$-sqZwL7&PqPJ4i#! zR^bQ|(V5R0tqxyG37^~=Za#aO2BWglC$2kbc$#2l$sxRwEmKGRV@FJ@XB#?9X;7jc zp<L6T!B#uT<+LOX=37Sed=}C$S>s;n&`-q$@1^0{IaEl|;tn#lQ}H`^nMaE$6?JaZ z^WF?9L@OM9e|@4L=hA3j;T;P6k}Pf3<WR7dAN`RQNx`a!i14F?TU1UPp0bxC_V4e# zzku+HaQn*@RUKq>-Sv3md6|rh-k0AlIZH<DzON;Heq@|a+^KV#a7v|(c9xC=8H<*m z&{!ZyhP!TD$VeXvBWnMQ!m3Hw68&|_*7GE^7VkeGag+q-u=&e}Hxquj<gq2zkObk1 zE;~0G2@bwV9{hPET%S72oaqz6VTp@ztJ?qPy2v0(Yo}qVImRrc4yk3DWBI3nHRryX z;a|=6+10A%Sg@`ulH_cLPqUYb&aF4am53Id?E@xIZ1|U46mEj+^K|C!`)-V#%^#NN z=Nsce!*byp8phaik+H`)-3SItmRMO#8^S87B1rzAA&funG<-4F5Z@Eslj2Vs;M`hI zoicM`Mn!!2)2)xLBQq0My!GKUdF9ZyF+JGMB(W#z^{~@yzT*0LJqU`K7BH;zK#D&n zw1lFE6DsRh9lFBDUZ1%2f?N5h&V{bLB_Gk_C%1VMeHrvKOE`R67Y+Glx{DHZu}G(m z7VV^qijMpeC$=s$ob?T4yLGU~;-?KKLkA&>-^&y2b>KIzSj23h4vI=1G}UKmgHfxp z!a!deQk^SlJ?FLH<W|?YGe8Rqa%S(z2y4Ns|C?QEh9*LPgw6@|(8M;`vKN=eH1I0O zssG+?4QyY%ujCj*183VxA78knj)l(85{xX=F)y~l;MGkv$XVdg31c-Zw{Bz1eX9ze ztvmJWcB{hZ?*7{iUsNEZ`<O8&Mg^7^50?CSL3HF(L2Q|`GIo&qS1L6sp@Us6b2wB9 z)^U9;-<K%i$R}&#m?1@c%nyGt@mvus(#pUo4@E555;ec{g97oo9jwTSR=|nJzQz}g z74WG)T(G`J9?z7t+@6KYBj{kL{#KqmYUlG=wx{JVI+e4;NmUNNT(dP4Yh)2~Htj>7 zw=90{bxhNcl7$4nW0&JO8T7r2R-J1p1NWG_39KM#7@Tu)T-7Z_JkKghihfei{cP#6 zZ=n?aP<aw}c1q%-OqBPRP6@c&r0o;amq0KlB;}{AIA)qC)w4NbSmEiqz{XSzGoM!3 z-hD5M+^^UE9@;1hLC4N{*#V+BerC&?H%6jRzcn{IYKVu1!0`)7*LZl6`O!c<lLu#$ z07>sHJUG~2xgTfBL!yaV<AX&!jOHI!-u{z|t8?^eb9%Xuh|i#kUEo4~RD8Kt5ErN3 zi>W7CanUNL$C#Gj!gbSvBT@f2IO_T~ckm?#lm-XRD#9rlhJg#sN;ru7cfoHcjf2wU zn2RfS5}sLem;BX(gEw)~+8(+b3`p|GOlb~Mww(Vu!sKA<2=!5;5C{LZZ>>(8Vq=%p z*)qdHHhix8Nql<7#+ksS7eg!9&|Px)3^R?5RyCJXHzSCi_<V4sI<TQF-_+A?&c<z~ z(7%l`Y^+Lpfq4tqn7LT`Jn<t7Z<cSJv3$b9N8c0?dIJkZAKX9ucOGn?f0-LCj0NF? zOJ3Yu&qCpQ3Ae>2EbMVL3_dByg8G=Tp~*KU^209`XEZR8+x}2#!xbjxxa7#JIM0Ms zzTWRkp-ku=zB*{&#DwwibJcb}6I)j5=lys7%m0Z_l<*G*+%JmnN+Y~7^V-zjp@ac{ z8P#g`Sq7{XbTaymFfeuessA2723AN!|NC!!WlPw+l|5>NSANw>?pee@a-Pr5iT89Q z3khv5xJ!r1ovC*R39n339r&v0blee7)G;Tf$V5%-^F4%LGJ|#(ZK7j$?duJ$%jr0K z=6bOTpAJs?uN&Q5I*y1vuuhwyL8dVFjZHrdmg_3he>BiA@bv0}A2(@eS*~&Tc?Atm z?x<hO%c3FSP`ccvXc~4juE3JrG-Q2y6uW2x4P^=<VZ#nItd(-rOd|TxR%2UbL!x1B z<KxTLf2r`;zHK1xDi!X=+cSAFR4h@piCWF4g8RZMMUq2B@rfW-(`O2TemVDhHc$|v zm2g1kA_dR=7kV{>Qm|TkM3SLG!LXVAZ2B-6A180SguWu<P-x^uuZLtTpQ=AAP)Nqc zs;H9IV`O}|;4NPqLdIon$H-*DA8L<wzlpFT_QyeNjSd;k4?{=V=91yRE%jW<C<#eB zXF7^sks#=MP(b($2|~r0W&aM5P!o7JwceYAbv3ewj#!c4@n^1-zZMC}UFt7Z@JP5j z&FL1K5kYiXh+X>|5ez*t)2ON!K}egG=F&4FP~`biWOj<cI4tFf?=}%Upg#9#?=^=! zr-3#1wK<L?99q42%p7Z!s}Ae$HOGm6w&EW}%!uQ84L8-3rkK0PAj7`H1a~f5n}zt9 zAe?$CVj<H6zbcgb$9jy>|44uqEN6_0#T#^Dx{Yvtqr(<0T_cE<zP_Q;WC#{daq$ru zL!1|E6`Fo#faYCW{d|=S;AAGgEuu^x$v<jmbQSe+aOuTnBcdlax9l_z-m3?FL5nz3 zOFdlcpqB9d@j>H;?P;#!gIaT6KgpAifLVT5J(rK4mu1v#D|A8Azozhbvo7uizZox6 zAe^$BvEl1o9i+9)<~yhBAnK>n%GwP&=;rTTdqzPA2|p$CBYL%wz2I07ZND}wmsF1A zO=-b=`|HV_L`PEE6HGGPv`|;@u5j;^CSI!j=+RuQ375;t*1@kdFn`OHzK+8hIF}n! zzS&j-qbk$SdcUh9{^jO|sW^2!QEwF+)KG_RTex4;U7{b}vI-%NYAE!%@4DlSDzvYa zID9;;ijr@9y1A<=M$fDMzBi$QYqM_0L?cwtwAN+)Sy>hIJiYX2;JGqn7}Ev8dzE41 ze|hyXO=Xn6KdVucqJ-pb?<LhzO31xBKgqUH5&L5QG6h`~p&^kLdHlNq`tJRGzi^KN zmVO!eIghS@;-hQYS*h~)+<4{mdPRB2N2c}1J&?m9n}etJu9w5dXUrvT3UY`uX(%jw zB8y8K%rXbfWnr`M)Gm)<8BAgoEvrNZG*@#b&r1d^c>@jNA~GnLcXvbH329WE>Hc#@ zS{maPob1^oDd=6=?>;#!i9HX~*A74ubthFd6B;D&E$YQYos0ym+kQMT_Y}viL5a(Y z^288X|9T>oAqMG<QTIAaMPZ$k9iKpS<@rkM^q&HvFjyGweQS&diL;v)IusB-`OwsO zpqz*7jJ#@!2M=<c0XMQOc$n`^uE?I{qBwQo{oxl}92BooG%V&qy7b%ir)Rk6@^kwO zq9>>2svpJ^J<0myl5(HU#l~TcL$*ISka{}kYw?YPJAEvJThBOn_<r@1-{&~!<bAid z+s(oLdxLfhd^lL@IPcXVOAfmA<#fODi0!g^nI}{Z;q=w}ix&{CA;Es>FdKg^=L~Y+ zu~B6(miMrgjUA7YH%DJ*gFRoebx}GS&6B6~9vx<bcJ}4`-GOX8qrS0n*+6v0@#?AP zV8iIZI^Qj_Z1^Vq`yeFD#zY_WbkYzDZPK-D?KT$dvrm%#Tc^+6H2v+#6&9Ex!xAZ3 zL{CBk?u!y`IadC@a_ut0H~Z)3i4t!4>)$nzE5brXU3dTT?@V;dy_`5%LwMxH(2{MX zOcZzw3K?fJasP3*Wqkw_lM54nZ6VyEHmF!I*NO@8HQ%+}gqT<tcyk|%=t}*Egx=@} zgj-sVhq#t9P$7NgRowvws_H7l(u0U@L@I6Fv4H{my<;wNgiDtB4*NV(X5ekjrKltp z0|(EQILVCC(R})Vb@L;lADumEZbfuZ6Wj{<nRK{pHLU*-K}U)uqq}As9sH%#0UujB zGVWneT$_%a(|pZWVsuniULJnNB;4|(`ds5eI=0PuFP}L@L(TE2y;iSjxZ3>v(Ti&| z<kk4Depo`ofspa+m?Rq99w%A^#L(arH0$E9mxgDhsS6FZ)9^6i*1K7E8cgpGzPV&b z^k%Y<vtOS0JLi_ZcV!Z8nR>eY#~Ui1K6g()cY})S<UVPKGgP?N^N-d$QDMoBA1$|} zB1E)iWq~mjUduDAR`aM>>@#EV=K}>>9hc5aY@(q3$8i_C3<`9W=eN&<Q&4i%c2nJ2 z3OIo?F^3E(aMjXOQxvA)Lg|_>jeSIKj{oW`e@cd*Z>RUxD`dRWdoIR}C1dA|LQ<;_ z8N2RV)St5<<MnTDij5K(!*&lRe*Yrj?IUy3+wCM!o_*=sbAyD3^IwZ^Eg@k{s{Zoa zKoa^FIBIpTCE;Wx>un0*l|w!m<Mc@p+|i;;(7uQu?-YH9(<hPtbv{hcYOT!qE#}be z$#43cZw|!OIIlWvj)h69)OOD?$EWzmPDM3lcye32Q|^f=ZbeK5%WzHc<X&{afA^(~ znCySCSl0yiGB?_+y>5&|(Sx)5R~aK%WS70%J0rv_m0Fm1#0cbiS79j~BMju4HgT^R z!n*8`+|3ySM0f6&I=RUJR*y6CeH#d;1Re^w>7$SQove;&1$|s|yprYAr3bBquyw1> z=;8j9<|1e4p*x2$?byYK%}1{IYz80x>>oqV_<U?K6*w*TR~OfBd)y+O*M)exN5Bm? zUA!+?_vW*ZE~@^mzH;&z;SptvcS;F5cx`KXt2lz_jpvOy+ii95>b;Z0D~1l%C%#pC zcTXF~4u|>GD`?}b-^YB%J6dQdqz-@6)IyJ;)9mRMP2_7WwBK#1i43!Nm52@v(3e)8 zNYB)OD9N*Mornfv(v|;()~X|X#g0|KH>nejdih!FpBlEQY&kS@L=9GYm3xMksG+~x zCBTB{%gde<f;;!B!bH1epR%$l%EFKQ4((MzW6S8x#BC~g)H^?C^1Cw9l0~n7J);bv zu~KfqVr6KT)tu59R6?K@?ZSlsC1gH7a(doeB^dM%Smy6k#P#BR-3C(%@UKW;zVtBR zlwf7kCjts6(CCRXj*-W~@hbzff8?OBPVDi?6gj+0SA1(IDhDmA{=+|x%cAr#i*iw2 z7T=3}9_#nXK&WWtebEpZ7?Z*~PnpPI@cQ%Ena9$Q{+2Z36ef*OEt8DJ?NYG0Fg<n8 zP6{2T4(m-<N+RB&ng7;I5*7y9g@;#2AnMMQfLs0I$aR+7yDvu^y-&_u)|3!O%3QXz z+Iuk!jmXXfM2X>Adt3Q=t{4=5J$iZSoG5HpjoPjD5XFbk5e;XqC^&`2-fr)C=rCK& zuaDy4RDh&~y&n(csrO8owLFBd|J39XeG%}AmtC&HL&^=~<mkU#?5eN$lYNH^pQAb# zB=WhqVEv%@lLr^hFN0!=mlON<cW<6~$3gi>e9O5O4tCzYq;FNu!H#jyjnai241RFC z`7n`#)2pM^U%7JdWcb{Q3~LUAV`@+7DRc0yPGjXm8V7g%)<vF}VMFpvaF9SR8|$sM zW>z(^QD}eGK{ua`3XP3Rs6<cZt(Q+V*~o@omyBEEVm8LMG#yhFWy8>P&-eQiER=3< zUYq%qg}K(>`?tSiVFMU*M(SCxa{3W*pXi5mn+QKNlZBI<_od_r76jIw+AtW%!ixI1 zuwASE`<{F4Xc1i&hPCv#1Bxv4&C$M4Mq}ZTx&DChPbS1<dhDz2Ga(x`E$3Ro#H|_S zg6TviL_4ZwPX{w$|I;=>!k!7?YW1Uo#!M)uhqT9vGZCCu(V_g0f&A?f&d>W9m~HQ$ z2)@fe%5a%`LLCE2#p^Xfs~A|QIjCS;z`#V;djaD-1`;`Z_Pu=!h%S<21bH#=?#r2A zk|_g*5sT}R=?sYJj9i`HM@RO1U*EP?I_S6Z*DlMVLwGXn&%?b$chstbI>YFg2|r`L z%ax8K3F8gI8gzWwP(43w0UZ-frp`Nl({TFCg&w;PG`ul9c+;SVhIWD73mL66IJRg> zzrIR?&^s^nk~|u=7He17M$+K7C}2b*hz5Zc`2w|VG>r84Z~sg5q~7ze!{a5yT-MTi zU7v>FD#2R^BxvCJ$)~waQc=^`*wfWc#d!zan^6~to^)@cu1=<6+IZcd@g6D`N_)o$ zZlvOgc=zJnDpUxGr6@bIsK_+BmFY&JV!ckf-VdTLG5f5>%kEInU3oihbruCeYY$Q7 zBPm#(CSmg4n}T-{W`SGOC@9o;DWN=vg1x)N*Tvi?<AOy7Z($-CCiS9@y*tQ=*^<BP zfdd(}{j2`^{<n@2aOs)|i46DEF~ScCx2#I}H{?ZhBxqutn`|5jT0Jottv)1}8=RLs zV@?8fw$a90iUdz#=l#}#B+#?js)D~oaDK^?!`p`bcTfKBTy?#7@w#?%G>vEU9=>G` zw*}&ZH*TAw?@8U^Lz~PYChAzYqreQSZtYL{m1qi!Uv9(eM@+DJx-@=WDKTZ*8W!l8 zK<(t^<t6>ba0<3MXq9Y?-q@4^{l7-&{VDxQI>HFnV`a-7<c#nyKrY3n(GcWFPrnxw zL+n_T<|!F(fcbKYy>I6j;9<X1#I7iPBwqEo^ixD1>jDnXKX_FSPtKaSpC9I9wt%7K ze1i`$qeW6Gu6!g4JutIgz(;S_*-d6Gx+omD9{h8sE?QRZ`Re&a2gzY3a<;KL$k|G2 zwO+4-)A7Cs+)Q+^<NB_-$7wns&q%aCBl_VjJ3jh+w>DxlYJTrj)5ezzH+_`}uh<ub zwJ=U;p+h&b@d;N8TaLKCFz?lbMQ8uABN3W#(>t~C6hjl&&PQE6QLlkFnfpHZ>1trz zjh3a4U#Mf`;M1(-4(hNl;U1p(q=vQ%t7SQnYN!gD-8a`v4gcncZCWs(ig}rHqsMAg zQMs^uS+j{MQhmb@KfJGk>LXo$1^27qma%@20YwEnE|PNUs+5t^8D6Swtc-O67YC%e zm2ls)$ZR@T3Gmw7Q9EA=Zq>hi!_yQYazx?$8#_g$Hvgz=7*K$_$Ms&l|GrQ7aie5b zpFBMO{pPqFlgBfY<%KQo@>up_NnXlFIRuu_Q^a%RFy89rD`y~w3rdehw64p7b)T0* zIv@+@)n9|<|H(jlO15r1Uk1xv%NA*>${@CIlbK_wG`b_do^Y~~M$CBIOy5x{d=d2g zwthwuLgL+Lv;8EIEwnW)<&Ok1%`ff@S|)+Gl;M%$%i^GZ(V1IqDvqteQkS1S5kqTI zNUvnD7)E~HxZOP@3M?8gh|d;9k6PG_wX-Nz?HE_Ndy9wChbEh2_VDoSe4F;qcpehx zTs-Z%nTN^m^V6iHdAO1Ma4c$)i*;|qMWy<<s4dX$T2jizams_Uy~$jR9-sd08p=gs zc4f<L2QI8NzT}u`5|6)3bgCzD(c0JQvxIPqC$>~ZHFB`%z`84bwHz$YTV?b(nS)+6 zAKi<w9O8Xrs{WN52P$=AiT|Dd(w4U1{^oFyW}eo(cbpA_M?rB5-m=k>?XLZ~osBfT zYyBy8Z1^brcKFXJ{G+bn8T;6n&U$Ap?8-)1>Ppvn&TKGxHMc$@oU&^9D`jII8y_lD z+4rYexVA{!YfTRe*F8LG-*2;!#(jD7)io9Z=Tsh`A7DW=>64OD6bs=mQBMhH;ZtbM z7%W-ne-oWLsm6k&OtFy96ca~iv4@{MXTnX*%I;7t6Axy#2WaLovAb)nffC^q)2bbe zs=Z9C?T8YaS<1xr+{>CBx=e)3z2fIdVZx9<b53l60q>R{GH(YN7*yCVuz~1F$ey=L zjn6Ys{j?_fSrh}18J$Sj#(>#zl9!bW16K^cIz3inKq}FxAe!jNjY=VG6=Yy*jZB;A z7#&}|G+ABkbo2<W^DMee$MZQ~CTw%*NN%{Pad#&j;#BL$yFBUO&|6d839oz{%DStf zPe+sG;H^$^I%I4P#^%hSqeWkAsd*m_zZXAERD4duAHVbsA`fT?igx|<lJLs&bBsSn zQfavBbyg?h6b*umLQ9+dH2nJ(o4de=hP`wCgpat;2qzc?H7}*%^Y7=!%8h6!H$38Z zT9t5&uDN;un}&_DUUIG^8g?9*88)9w!<=xhq$#2^tAgDh-Xr`{^;X6|E`y3qJNm9! z?W5w^qW$#u4n$wxrtP?5NJaD~L60LcRJi?|t<ssKz-9GrXR#p)qQrMay?si-H38nn z@~ad`ZcC^NNv1%dx_I!1FVUgYM5}C53YNVT%UiLCf|0jsj{iQB;hJ%~sJw{`@mWsz z^0UN@xc&L}HZqjhyj%M<$jCEYcwR<;j0LB>T2t<m;5M^!^dQk0OV!4EYD8xWl|TO( z_az}&JN4l)V-j31L{HkVNcd=>&K`Xyf|qjpRuonK@4nP_Hx3(dEbx5Z&tMC23%rQ6 z)$E{Ipw!fSPT3Q4SgL!d``<K2<m-c4IX33_J@99~n2Q;z%FlPbx@d}kAN@XhRVH|< zyQa8sxd}Anc_;RNHb%*@{<(vDjlsApv*iSg;bq=uG%je2j&yIy{Awe3M;@DZi*1Db zC;hjQ?iga+V_~+rnjun+1nHKQ2H350VpNht%<8s36A}8zWDY%lZl;eW>ak->TlApx zg}#-ltOvnIH`cS-_}ILUUh0v_#~k?sHtOJGXS4jD!&ADLYh=TFRjP|3%e`{Wt99`_ zjuZUzn+`thZ3&p4qk}Wsy|`nJI#9^|v_M5c2a4)1Z|~{Q##RA==al2xND|v;Q7ESk zE32lg&bwMr>))-;*sq0&fV56!!Y$;xmghGOYT^mJvX*#iqJC@<saaAJI=jxi*mzU} zuS2qqN%pA2KqMiY?x>CjX??aaV`^yK-z>E|OAQ<E1<yO|tp<u#a@+Mkgj3dM`ltJ; z;!u8az|uYy%!z#$_PIy}QT?g*Y-1IKIml>T9Z*KuqjRn9CzN4cI#*)aNf{Db@+z-P zE8%2v&wc6#CG3gR;rOL1VgI%(-TEvgJQe!#mQ$*Tk|6dXxmAkjPHu?I6Hr7t?T3U$ zyaEDbj@`SkNC7_al=N4R<k4wZNm;N(9=cW^Vocu3;alpyOv`XN$ZuB*)KMWEBkDNM z<v!t<jWU$u99gU^-{|?RKn4%nGM=n-ltG4gEH%AJ8h7lxBphv|@yIKC>4G*XNN@_a z!bl27Oy_moxGaercRy~Wu_OYtc4v~_NTBKRhmV?zC9t;pmicU>ICf}nzPr_599L`D z8TSOmA*M8wW)?06v8BO_AAAzURiii3&dH)!EFM?Wy-O4_3H<jGD@Cy^tBfNcB#ICn z2eN1f4_RX_&0i9DcyRvsf};jJNGhiOwEV(FrPy}iFHg8wU%hh6kF#8`KOURwyPJ#2 zeNmkAgjaTcTr>1loD01x6T|)!94zNsDR;i$z{)`F@xj|1gn8;N6DQmf8xU~BI+O$H zYS9O5e+~{_O3^8`<3NM+<Jw7c4wOeT9|Rh5@I~*@qd#22HK7`1cNcMxbVv5pf9v&q zp@++Vb+ECx_jvP)A~uu*HJL3(*f?FVKy5zJmC`MzPbBHE@%KcoyPX6Zn*{yZibhz_ zDl6b>x3jP=q{U<E4hu^>i*2ilSlGl}QyH1g0#`Qh{l7gd%;Wm(UcQ6{seaLpQ)Cvd zgh`(X_{YSRd4DfyjxyoMKYaRGI}<N7dWufgGod0-|67LW$%WbBmX0G#NP3Z<B?U3D zn4&D|;l)II&x=6TGA8m|5>K>gGqK@}{>l_dCQ`g&TrB4@F?wGpSdHk+fl#^Z58Vuq z6@KVv*E8_5z;5yCOAH+UaP=!Yi2-Z7eWwZn8PF(d%i8G4fPl$$EjddDqArHs{!aA9 zPO>Yyn9V@6@cxJTKj`4;&~}c!rbA%n@PoD%I!v<mok+e$heXE`7r#6@x+tr*iyosR zE>KnBMGzg=7#SkzZp7n@ZeMdUrGs%)X~(P-9Yb@(y$2X{JZSDTyG3;8vE6On@lhJi zn7YYteoI5e(Sr^Ahcwjq=n7xWqQRcQc1upAfz3wav7<CZcxX;JhR~pYX-lx!8e;!# zci~ZM8s3?O+P^iYp-?)o>Zt(@PVM%U^;$Gs_N2`_FGa&(*=_MXWE#Hc_>n_|i5{hH zB#X6B5j$qy)|NxXx$rhU+G;Ac8HN^n2oSzm;j>J1kb?H?M2qw?3N{x1ltCQflbrVl z$Xh80Pv5#Po^XqX^G7%OB$+r~knD)QLq=w0)HRh1GPFB8*&hkFRDH;^d*Vih-npos z(R?x%uD=`NCr8GqbGBb>C}i+yM<xCbTlXDL<^TA9JQ~Px_OSQfjy=+oL_&pz8BtP+ zqU=bNl2K8Sk|-%eWS633WJGCMm6kN9P$a+W{nz)8&+o6-?Ya)<=H@u=*W+B*>vi?^ zk&v{6Ik`KZgwo`t^)_iFbWoEH*&ZiB;_-Rvf4*$+O5J?KfCTFshbC<ZU+l^QX7=;^ z?{#6+(VcPAs>_fj_<Fiy)iNlkU-9?lUxvpUOS^8oG{gRa@E>LJX4q;Y{MPxbDRhRK zo=4m<fzzkxeLMP%apS<Al3Q-Z7+1cLr~cjuGcGQMHl9Y%GtaURu{XlCkcKP$>PGNO z46L6kA^IixltGcMA%euTD^>appccBTyHdpfksLGL+#G$x^lhj6i|QjjHFEdid_5>X zzPR(mE<GIC+#c*Zp^LHxyUsnwb@8g?o6RyUUDzhw99THaMSPoiYj+A4wLvR<`#ibG zA<qsBX>xH)PxahtJ}w~YS3Os+gT%b5{^BD#xYRj0`_xJYHMdu;QsmbG>*9v|k`ZmR zA5`dn)})OU%G$3N?9+xZ%_Uf$R~x*g&$f1!XkqSon0VEUCN3^I^LD+TCd%q~cDt)- zqCRI!e`Bu(zH`2OxVA+DCigEHI%sOZIO+D{vM=i3$#qtbNK(hs<bVD;Zt7^<o))la zsXEkp-vrh@P(!jzdf+=NHIxMn>2y}A;=S&@3x$EI*vs4@aduh-OEX6=8YZcrd2M9b zuCL0(&(U9dAW9iaFDzU)@lgrqp2tjCWGjL6?9TLCiW0h2mpf+WDPqc-PfOm4=og+9 zv2l$GSXgKD^Ym5)sOxtczoIE%v%=8!Lp}0XLy?@l5h@R<<@}XNgfE`HcUn&;%ONMf z!fMZYIauxq?n|M`A^wNsm7-EvFbogOg`3JEvvq~Zxw|sh_Wh^C=hZUked1b{x=;oK zfzO|n#7iR}yk7d$oD_z166e%oq|hm)BK&=c6q=ZtwZV0g@VvS_B8(;p@4&4`C=Vs@ zLLr5(RzLzb+NR%`lf>ckB=-yNLow9-X0H1A-~GGpTIR5?i=yDPUC#1lq6m+_M^^kR zf}BM^)y67CkauNOiixubo*E^Zk6Vb~RrI3i0&Ni-xXi5h)hZ0};%C>*F9}2EjOvFC zM9;8%uGL#93uEV2r_{=3!jn&VY7-e8B-~BD=dy<b-bumt7gll*Sbj>blTP@O>yw~4 z%EratpGE6C*-#8)Hi%s%+-P}__%?%$J1${L;Ro0#ZBzKA?$3rwK)y}O8aATLV?7s2 zva#-qn}`b0FQ#ie=TH1)K|plCq3!_-`@Z=2#8tAe<xAVxTEZ2xN46IP(urPC8VLAr z-InL~I1&4HvLO2Vp1cInF$X(lQ^%}XC|d27=T10tsD6U`bB>7>2W&cvzB5tu?EcLD zAtwHPkZ}I*{Jj)6XSc#bCKg1SPS#yzVoEP{kwpR%!PH+Gxf__c-16kB?+PY<Z$4Md ztH?yOTeMid0232B0Sy0X1}NV%zYlg3-oz~PnN4M&GNr1vJ(7X9dm69A`!PUHe?Al8 z#lX4y4+7_n7?|7=u;&DafpuvMJc9^lJWq9pFPoqvQA^Z=GEB!{$LfyeHaY}$7`)D@ zrNdlW-N*L|9a9!OL*yhnOup<*dmll^M1!5`lRb2(2Bte)_n||-Cv4Knl8&V^`pp7b zgg@yLD@JAL5WH2_F(6LI;!or(k8v8Ja~wmKjnLpV?rpT>F%6faSKhf=N`s#G>Q%e5 zXc*;hwOf6h@MvXC^9Mf~?3)xyGKk*EF3qp!%F*yb!)*5g!X3E$Sp8&<3jVoltxY{t zSoI!up1DEAP>ECh1EOzkTI75U2&Lk%a^*euKq@j+N4?qzPw47~T?d4z2r6E&>cC$L zT#dFz%r{e@7eGFne42vS=B}2z<0(jKJLoRvPJy=Fsr$jA6oh(oIT`&U{LuRNrmBsM zw4O^xqw~pFblWyl?>HGNrew?~{K$y&O`5t6GR&`J^>N8$Tr(f~cJH|mMujb;y^4ge zacP>sXs{59MyLFWoP;3wF*<Coo)G>dR$O0Ac;b1G>Y>k1bjrYzY_-26TwPyPIQfx; z&&TsyJ06j6_LDb7h3FOEGMz!5T_i}oMqA4&5<G%Rc|v7LsLwmsvtmXNOLW3A0{=gs zhmAiKI8rLO3_t1NhhJ`32Ceuf;Uk1A?=|>Wwt5o#V?+%7BFrEi94TJ?$^=<{9{QHC zCOCC-aQDCUCfHR*TG2XfjNk&t{-dGBc$f6!^0nPY_+i%+)S_gBsE=3QJgzsyvi(n} z8`c=YqBXAe)UW|;U5wjYw;SN_F0nsXzw3j0T~X=OUVUWxhpOt0>mjZ5(Pr$|11CQ# zW;4GY^fvBM3Vfi8*NHv14mj(=UEIyIcZ3U(d+c@om$>+ndtE@woeP6!)^99XT)b0R zql9rCjH_13{A|@hoyunZtn)f>r*WsQ?A8Il^Z5B6%ZQFCXf3i9)4^6db2H-~+9-F@ z6Tfv?8#|gw?~RC#+4gnS`OAN_a5!Z6x_^!q!a|BJJ{8tN{ES9Z&J#_TZpEpx0HR}_ zszmjF(?Dy+{0*-F4LsXv|J$@o9c=!>+@+4{*w^Kf`>|0CCqvoM6iYQ6&OW*F@>5m3 zKJ@pn*HKka9hU{<ELDYCsy>NRrh=(IlKTo=RN#G_^RTS*zxnm5L975}+>igHH^xVF z%tza9qdFxhv#zn7Y?N@pnr!z=UI~Sf)60V&D8fX(dcGz^5pA6}TPidZv1Ze{y9fFe zP+zm+L3xb=Y8-?5`Sldw7W3Y*r&%7gA;T%7hvad@bnEvmyz;oYAUa*YR1TZU!h;H; z<RIVupwEt14oW&%T_Fv!*fL7X?b#)ZftU8xV$(99pBHbUUX_8wdG{qTfikF4pc{<* zmB#sE9+&?8(pXg$61!uCG>$Ns*H!AJ(6Ht8y*tKIXiLo$Xg(u}kV5US@6!^<nbF{x zc9g(MA(x-I{1VXmtE@1+M;yPiQx+fkAclH_Qrgo5F+??6m^Ai?Lh;B08MdJ)@(QFf zGlxX*+Vt_shc`s<`SIL-`wS7xmjreg5YCvC=<W!T5y6-JSNX3_2}9Oti`b_mVI)<h zeG1zn4CBB<%Dil0D0v-Y>b~dTmd!toZv_Xx=Ju+-Imy9n=fwz>?Hsh2`~OV=2j@Fp zAErxlkagFyIedl<`S#s*-=4D}Ik>1WyOE7zzHvFRe8Q8i7bn|O*m$$}Lw{%(8z%g3 zp6dFsacyF1_XDD568h>6US7_|Gs|?&awRq<mL!h|5<PQha9MTsEDIWezc<@{VnOQ5 z>fygVEZFHiW2X`RSnR9LGRt8>SiLv)dMFF(K6}%bxw3F)-D}BlOBQC`ShW_!!S$x& zA348fnb=_N?Gf6~#M+meuIjfkk)E@?r-AV0&EZdrZd@Q7Y1jHt@4*CZe5YsnS|-Z2 z+C`}AFfq%U@{q2?ME)Pg*Z=u4%Q_PC@i7DU4rTj1ywAWG|JsjR3K)?8J}Ue*j)A*^ zBeQt{4DdC-zT~-{f#98E*=As%;=}dh9ij}x@sU=B&C_8Qv2ZDs@Z~ARC7`pJ=o;>( z&B52`AibcSHqW9%YBKkl$Z<N1SI%Eda3gx=I-TllLx+UU8G}&;I`nGx7bh&F!}{u` z5YtaIBzFz=JbggJ*5x0M9WJC{q1am9(S0<mPkmug>Pf@-(I%gD#x#8Vlyy{2g$9|2 zFMo9j(D3f^Y1Oj7R4gCX-LdTr6;GcU_$;oaVgbDetp!wQP11Cdj#Dvaa!q=3II*4c zyTNoP6)ztRWGvZ8^vKeDi&1MTt{%t@f3=K?2NicHnetSKj5d7POCz4=sMxK;QxvQ* znwb)AB|K4E8gi59l2N8Nb5|?{`%>NPNQ5izvUB_%nNVPu{Wb5RGzD3Eow&+B$S62b zx38d@j0asq-LC0m94b>BDzzd*g{Q5`kV(dH;rcTo3&?mA@paeW8zFp)O5bp>S_p02 zr<)nag>ZOdto1vhSDL4|<>yxm;q!(o{jSnNsD1o!NB0;BmSXy0$M29pPRf$mS3<&5 zekli;!z8H0f2$pFBjJYjhMALkB<L<K-w{A~van7%#eqsV^l4+-_^=@AzBV3dZ5D)H zg-57K!~glBt<~(;RBZ+^i$SdyRc0tIXBEjdn}ON;uq-Eh8Gf1E=(X8phCd3crPpmW z!-#&~L)RQrC<_YHOnw<dBJF(Yl}KZ#E0{uqY7Di7r`O`O5wycKA~e<-p`2y@&z8>! zg2U~1T3Za^?6C4$M7SZ!Gt-OjG7Zt5Zs(C1Vt|>o+qUt`8lZe6UbF9lKGr{#ijgDh zBf?LsM7%{0TmCq#Kebs8PLqB|?vCn0mOsAqeyA>jr80gRvUD*dH6D<`ql?yS2akL# z;G)uX%d^uOT-+w@4><B%2l=r{JjR(iXmjqnK5wZ5Z##tnen}ndjJ3EV_dy#+HhN!L zQ>u+c?FTeBq-$fBL!*g9s5Z#PU6C2<v{95S#?LRL4O%fNTH~k|99RosC9egIgW9T- zjhZ;%s`=-Kxh4*C${Xno8aQ$xW&fxz;Y>v{X?{u_u8&^xx1UqTJm=KbR3mk4t`=Kr z_*o5yZagO+s8PeOnUlL(g4H0HbMWG<i5fI?$@yk4RPiC@>$;#^RkZvwNzFG>#dy1< z=)JQlcoH*T{Dh=}ry7g%;%k-BlKH7e#9J9@^LZ0%rj+3S?!LzTC?!ld+P$?EQ$o_) zg9_aZia59QSbcYxA~a(RA4f<j!fE+NbHhgpxDXvGYN4-y>FSaz%d_RNFY;OY87+Bm z)eY%IU2>37*#ErZq8u1~sRv9<<q&<*|MATpS-es))Z&Yh#s2->ORbm4;^%RfTCaK; zsM)T2;iWHwS$Bn1|E-f>>(qYIGFTehZywB&nUsPCo!Y$Wqa-#g{b_K{Q4-0jwrv^L zByhG&V!9d<NWO64JV{0Zr`k5!mdK04+TPIq_$M(;b=scy^cRDaIgjVYT2VwrZwZ~& z6h;3Tx!|F1BB)C>Z#8ZcK}qrKjnX|LNC~h#UZpDnOV-30Zoe=Dzfm1)V}!v^BfU9d zER5c%#r4kwg)zk+JU;%6gHWTQXx-}^{G)lhx$WgZaMiN!gH9Z{bxB^9SK#1e(dxOt zSvGz>JY&N1nhl<i1mUtaHZpgwurn!Q!#yp|b@((J60d|WUrb<Q{`M=H(M~qjr|Wc5 zz1Y}WzHnogJsX;xrxjc@+326q+G`}whTP1buBOFoESxDIANoafh<wk2<!@OyW8iLi zyOD)3>v%2O%Pct4gx-8R%EI@1QQ!Ca6Z`G@b@}XAIPuix+9wMZ{%yBO*vMhwE$^O~ zYokomRQ3vPc*?|2cR$WZITP*6pPzYE!bE9fak|%WCLV|W%$o^h;<G1Rx7>}`mN#~A zFd`m*d!uoIJkdEp*X8cfm|)RuT6}&nuy4aG{bC&hf?Ba6if0(aao6Un89Nzxw&%~g zs4WbX+<FjgZqI;j(6ZuRx(p1GJTHwY5Uxm+e0f0hOW7gXwgg@VQu>u&ul`O)vh$+} zh1Ya=`lvnl(oILDe4u{AZ90PLi+P0zR}|MsKm2cfFz+%?vm9?aDynssx!BSXs+hWc zsWu(X&52es@^oYxcZHqcrDM;gE6TEiH1K$&lKSq^u;EwFw(^@a+}h18G(Jk~9}~Da z5k!M^ahPebGYwT=Ulqo#q`{Tte|EJN4IUx|8EW!0-1s|RKS82_wD)Il`A;g`Ka%TC ze4wJWMn5dDkBZ+r@9-<uQz4c#ytp}&3QMlv-IRk=2%WsoW510GDXR!RJvS=K*IQgy zai-$l1=AsZODY(T9S7@Fs4yy<2-_`4#T#AKhdv9a_&Q+gcYKI~%d@g<=^6^U0`wD7 zqbS(b(JswhOTnr64LAQ=2aIdi$4yy6LB}=;`vtvZWb#w44^@(pq@H^4B;ihEElWjj zHyIu!)t;5wWK?A`#Pt3Op{KyN@68h-JpO6>%;T&Ogr&rWM1q9y>S^FW=YQ+C92@D{ zEhz-DKcmQUfe_wap1GD^OM>|~yFM$TTdvPW-hH-_1o8EQ`IVL=n0`_1KPgSZ{h+ao z9b{trG<S^q-}(IRD!ZsrL8#PMro~v8VXTDqM9s<!u~jw<>)mE(3+cU+yv+;}YfGNU z|1g8>qAwhZh#4#&L=4<!n&NC=FXU&9A*vp3QF+Z67CB32izvqU;p#83;E53gqFZFr zHy9D`|BaR>_>Isl{q^pHEJGM93b}Gg+YtM1hz_l-G{D`0FrDTV2GC5i^{M@-kFwbv zPFd^pu~1Z@ujeu0$b8}YTYL0iqP(f=!-OtOeSRwPp3}wMz2b!=t}fP`z5Rv#hl@y? zt1nlc<zh(DQMcKTi-f_Yqz8OlFm;+Lb06qHZCtCBFI5K~Hq<L8opk^y{<W&S#CXKy zeL<Brc5A(USs0*=_oLbiV@$Q7{-UTqoKG7^{X*+T>b1}%R&2=%)xwJt>i3l=HL)yn zIoaT(Ce9qxaJ(X;iQCQU7w^|=piQylWrvXlnnb?6JG)c^9`2iWPYkQ$j`&etxAp26 ztr!bA$)^rA%G>3o)r23-7XLJvYM68nC{)c?MS;@DoTG^<oM!IXJbkEwo1B>NULzF* zH@ll=^(aG*>#%s^E@f=n+@y4Ekuo;(jk%bfRD$I0*qhO=O4zPj@Z7IS5j^)Z8s-lv zVyQj-j<v8N5<3{nu9PZ(R&Z_ghy4nO`tYp!i<ScJq(>X4eUryFqv^TJY4SKdl>c$q zP#%6Xr^d<Wav<$j-Eefj98SM#x=*6Y!RwBtkXVZ>ZmxQnvu(XBx_U3IR$|Fw%CSzQ zvr7hs>H`OO*UMnZhRG<~Khk(p=6w5LrZj}CeuYgaOCw|ES;z|kX}EdUZ>roQg_3W( z-{+)BBJO#!P+hqM&ev({Xvj*y0tXGK`^0hDBJFq4s2I+sUHow*SPX7k%s&k?#PD*F zvkCLMC>S!2f@F+D!PDFGl>Ao&8zd^fP96|}I(6~Z|2!#`*!R(BKp0lTZ!Ja}g|Y4| zkLNO9VKnF7-|ng|jO&6^j_pf@ad0BYG;5B7Qz7>jEdR(s;7Hg(lWQF4M=td8-p>Ik zWaYsodk)4~2lJJbIPiEr809z3MvC8(sJDG=-0^bSkbIAgB(b_c4$&!Vr+z>Ao5hAh z$j?vjPqEQ9yYX5N(Jf_7O$(zV+0a{kTCC8L4Z)xC{`!O~Lk2&^Zt$={Yun|f@rH%# zpV3;>z(PCol&1Q57BVLsnnwsv+UA9>8o0CIQg-nI#es!q){7rh=(DiB*7w9QB^EyI z$cQ5Gu`qC<y#LHcCVEc4`@H(U^^3n~?pk`A3BiA<F8kA&2u|19>6*mEGW!#fLVJlW zsrg=NW5y(o4<{u4$uTiZuKN`}OZc$(n_6`<1E04)SgM}Iz+&0(*xpzMbQXI=Tnb_! ze|5;Bt)2{!b6tx^4H#g4m$&|JekAv-ei(O-jyh#$50x=Gas~7P&Nk5T>EH5OikWnX z*v&?_MALD;)Maao4;`so-WqK?IvnZa^K*K1EPE3^)hkQK)^EW`7Nq0JqSQsZ{?Sn2 z9%KMXK(@c<{fCCo(?QigpVHuC_v27z1r0r?6o+@^(IB$TPTBAz4G!;4ge;9E#_9!e zf5T{4<DC6%d=Cw}r}69_(Jz}8s?yWf&@k|0ubsOQ4SvJBOeAG#(4rr?`(`Q8H!iND zNgt``xpVG>!hI^j^ZlG|o+Wx^>xCzW;;FdsS?JbkqFY?wJJ<0!QPElRWA9_4S6ZLF zC@4{<BIGc?%UNkEO!lq|{%@W9Bh>PtuZ<M69jOpLewu=vi;egmtRfs~F#cPtO@Zp` zWi6CnWX#;m)PFNf#^F6SnKxR<c;eRfY4vF`u0{%N6WC9NY@345FK;sbyx3No4l;i9 z92NGFCPP1E=nH2?2ytg^9sYb2!tC@TksB>S@Lv?mzcXJ5CwzFGTcioWwC6;|(g-0a zv`1%;ZYD;-&c3H>gm7yp;Yy^e5OKVp8KFtIvMYgmU+N19QHy*c{#z%EZM`obBA<kH zJhAtzqDaUxmi;iYjs!>PDf)l+jjWAdRMD#Nf9F~BY7ZT|TVx7EUi=XFz!c#N9IrI= znc}zOmC&AdrZ68)4*2%U6uFsvi^G-7V7177w?}{pirn_gwGSGjuFZ7K8w+D3iQl@$ zx@Cm0n)6SRJdE&b-!Ioqy@v1_pYS!?V2CRn63@?mHo#lY&-Q`)4N&Gd7vuRtAMy{n zBe*;DA+h&)#m*OcaE?D)s~f8a_bFfdTq!+Ve6H7${Zbd7lX%vc#p^<FteZbTSQopL zO4~Y~aq(k(*Vo((F1Bvq73}mP98qao_mIQIilcGYCx7eUn!Dc|t40U8e+2o~B<LWi zZlsZIrh_Z_jGM=2wK1vjxoPr&HbkFIwuxQQ1}9)mZ+?h2MrI8^pBK@_pf6)Spg;>t z2P2v{$!S5*YGB*tW=-5Q9%#r^)kNZ^iZ{_U8hAU>{`jAs29Ad~Y?7)}hvvEvo!buT zsIh*uab`>n6G0-iGr!fqOV)Ib>QRI8l5MTq!qmWCxpRZ@KUI7$9c>ioRz-}|&aoFc zsyNza@ab!`D#jd7&n3I6!XsnHMKyj^yi<R^d{wLpY<~Kw?fk6_)%W}S59cbwRA$w{ zN<(EVJ!*Yza7YP(GA}J3Y$2Qpvb?1ytc1V6hYvA36mezDzsB{nBC_T64;!i}qIkiR zRl5=ukXsnMz}ip&^q@j^!xwotl;)XD-H?aEP-vE~wLG#PF4`>KD~G;b*K>DM<nU9< z%Yjc!4*yDja*{G-A)VO%+zqnmjVUCTERuz%DCyC;NEtA1n+;!3l|jd4^4g|{(omXu zEpy398ZY`xE@=Lfg7$&L*=Gl&(6c@x{=+LtD5vauvu}eWy!B?vw_cUNqU>qXRf+`a zBf5{C>=nm)x%!m`tHp6%@ulOf+hVYtdAIDduo#wyPubni7R9S?`=`t;MbX!Ccb_Xo z6zUSY?@J#Q!D{WdAz%~TA|j{rnD9kEfEx1gs4yfIpYkr=D2!^$vL6zX!U(<lQQrRt z2f}F|1E!u5{gPpFP&k)^jIQ0DwMRKv)tXoS+?fNF()hwya}G>ByE_fkIXLD#__1mU z2ai-@M87;^V^E_y{qS8j9tH$4zn@{_t2X`p1)^WFG`D%I3t(fwA+u17=$Bn=30o-{ zHe!#F_3se9690MqBBepXi^#;j_nj<=h(<fdma|~%t$aZ;i-qjfOyB={MR{uYeOe&V zFXCktONd@+tNy_}qRK*|As@+GoCO73<p2DeiS5C^?*zSMqN%!rWY)n%RN2)X?`|+r zETnlZFpUXEHBFU<%}n@zF5~XBV&d=FxesJzCR{JBe9^^bBICXIL9ZzWI0=CrcL`rQ zo9P_)0tVKk-);JKlmUSN<8yaH8Tc@3q~+kqK))E%W7?E~hvvsghloBo(bkleO<~|= z_;9c5A36@d^!a5yP6xGy%Ubx7j``PdRl&t{L@SuHL{jOvylTD6rvr4PaN-j#ZKGpv zT<Nm4gf|ze`UIEi&|$P*=2jhx4pF7V5c4lI1jfn6|LCRRX<Lxd)hZfF+cj2g%%&kK zHFbU_g6NK?saslnX?R(;H!6{E#BR%84G9$*9_&1}mrsHQudrVUt&3?`6t~;M_bnCd z>Fp<1Jf>pIg~1&yr-C-%n)RxXid$<#`+9SUZZUtAn|YLq%jUIn`u<cb8a(Op!G;Qh zT?uQll&G*C2s(3Il8WP-rVhC-rGn3@r^5Ul1<5ZKuP?ny!BGk&Gl6i$yw<d!>Ldjr ze0SbN$5X%)ttX-6O2OOdcQ<<sDERqs*69?Rf;BJqu5y?mV>DruJ=sGh-v4~Ojwxh} zX&I()c9F6C4Da%OCo;_9ym#-HC1ZOEN$c0B5Ux7A$W;)o?221dwEw?(l%6gN^b>{9 z7PytYM_mXnWs)kK#D$>ua{sgluMmRg0{2mWkTAqs>pI>~f>HgAgz9<{qVdSz;v@-& zjgK~b^dP!qU(?qM1|*#Qts26a62!rBBg(rcg7~vib7R^CLENP>ZM;qiB3XOG@DpQG zyqVK$O?EZ~-#gC6h2EwZOy^pPxtn4nb=AlIc2o3-Js(WfH^pX1&Bb|{V7O0CH?Gha z^*LEnH|30B*7P7mE6xbfT9J;KbB2iI>F&F5)es!5Puqi586vkOpqV^ofMM_HtiE*y zC{GDG^maxcb{hl|sEPX6b3=AahN6!fKEA5j)q03k(q!Lt(nC-`Yo_CyE|Mpd>epB5 zqOPL5z&ukI(pSknT*8;R@WTg+YPjHx@I^^Qak1*9tD}Vx7u*kzW&*zIV8{1FIVqx7 zZbe%D?upmI;KZYs#!@=)>*<;Z7}AEge)_(#>)Ke~BfnuQ(JKfUk$a@8jbZ1%Uv@9n zhK#o6Rfi8+*jfI=xZ<Q1Dl6_gaR^_oe&*$M9ni#+#Jmv?cTHrky<PH`tO>O%UMA-X zH4yxMbyyP7Ew5I!F5+odM~UY3;T8VsFjG%hAVpF~-M5?4BJb7UW#P!#wo?s$ER$p} zsv5T1|H?~xsft6cHzi%dRI#Pyxm(VR3O+nn$s8$G!J}~Hj%it9`>m-=^l4>G`<W+= z>nTI~TKkfT%Su>ToH3L{II>K<%u1s{5lpJAPMW+Tf{)g=xYR0O&a_gn&QSqU)91Ep z5`HXSFJ$LYB99aIUnppvkjH{va|<UudCWypzX~?VLHTzZPxxLr7*4Gu{`<(`koC~A zEeWz%?jqCE$&tn01{ar!9vQs(vU9X3L<SK~_EmfSN<;FP_T$1@Y4BM8S#@ExH29z0 zt-ifL8kc28e_qp+!qLG%TuPKg!?J{9?Q)W^XmUJq$w&e-{cUd_%8SD!d2{7>ycn8I zrq<@nibAHSP17P&6fZT+oK^Kjapv-_Q*L~s_`J0{;=k*_N^+~u-YpVAQ2US3afsl% z+|H6;&BC}=U2S2yMHs*LO<jx95r$G!0rxdY7;EFZ1U$cS;O;ch+R(;<xnbUtgxegb zc|Upa-+hR`JD%F#ypDq(C%W%Pn{n_WW~2Id4hJof{u}?BckelrzU2E$HkO6oE;`V_ z#@ojO52-|_41L_=`IP9B44ut0oA<GCCE1bw-@JRtg-s_5ZP;l3=JB^ph>f4*$kjIq zN9gYbZvQvm-Z_7DpWPS>FT~5{zIL$?=Y8wI&LS4pRrr~UpJCy1WKY{nDhryiC5!4~ zSV-uQ9}W*7+!<QSGilAja*O-w)w(PsNqow15@w;`(xcxq3s{&JlF5#LLv%>l##onb zCjKROwu?0o9aCNEQkl=hin#zc$w(&H=Zw9T!<i`GwbXR4H51P7eP8j(Goc*b*S+Ek z1KSTQFTCBtz(xV-BdSEVXa>7$3=rM&-gO||*PVf!#wk;$4Gj2Nh_}uWt}M3sxu;Nu zfhW^6d)d!)+}TkOeC`e%$3}OZa4e+5!p0}e>;fI{Tb0_H_S4}iUt4g<m*|!q%x=S# zbV!9{dvwSXp2VuRtolvEXd2%op4T*_EqlJ<avcrNvf57>Wzi52A@XVdAPvTQjrV4F z(4c9s#LUl*hAV?STUVIT@Mxf4Zcc`VgMYj#r^IQ{$&Eewj!DCYY0=PbqD!_7n9JXo zqk?S2f8xkjDq?p!Xs_y{LZJ7rJYPK(NrzrkKfX*wytF<_(y3_3w7r#fgy@xii8KD; zgfrVTzG-+<@g2*gRNSf1+ZmV1vzm&T4jY>`9V$HR7dIUjr=lz@zRP0~72GqMOnpC5 zAeJ0J9<HPy<B83-fG7%{U#NKYV>Jbgr-x^cOH+{KnX~Q>(JkLk#>SkgB*Xbgu!l?( z8PxCVuK(FehP=>Xk@D4KY%O$@D>ftJh^}R+n<N?Qbq?^GEF#0H^sd;4K_OVyt{2L< zLyQ8mRqBK*;dx#ePd$Y2i+j`}Ra*#aZ<M)OGligQM+@zFNdmXkxNZA25>B#oF0dm= zD4sw2_rV$x{9FX?Z&f5A5-a#U$s|--*Esy{7lco9<E|q&1+hh0#A+b#|IV*)&gdns zmp4Un=O(TF#Hf_E@I<kkDe?Ly_2nv=;(XawhOnwBTs)rpsA`&G$-&>H@kXX_l4x?x zIc0*k_v9~aTx5c>+n<NuR~SQa?e$L?okmE0?65&x+6eY*pTr0i7-If*A*Xu1A%d7Z z|2B^p;Bv{8Q)wp+@cj^X*W8>w)O!*Jssi-Uw=lYCN?9KY&lJ|RjO$@FGwgEbaXsAf zBj1r!*2C|AKSXCrbV1h@iCDW^7bjH*4IeMlMLhqvBVR|jC{R73aO@HnkA&8%DIDTr z8$Flv!hwqqXWqvyf1-m~ebTp`g*ur3bJEpkvkok}WQ_QzI>@`IGxcCV8y>RE{VI9d z$g{EbQMT7c-M$Tdr<vN=Qlr8n+o**&MUf}vNm@7;Fu5*FLkpu+#q7XWnuzOg>UKV; ziT&Pgdi%JVu*wh#@h{Q9rgzhvUNa3;HQ9|G9#_Zu)NGx}7<Jf2+*23hsH3>!(#)E( zYFN_cl3-w}h62$j-rzn}oVL13+HgV@bwZYt_eBU_F8Tb6FIR!u#>G?jI4W4AD!kI? zgfil`gfQc!l<|DMe8=xAO8B>DEHr0_5}tX>H;(Zr!C&2CYR6$k9CZ#{6xFYQMLFw# zE1y?D5&KY2vX}x!lv&M>n&okUe)z9=h&<FEFWx60AP-iq*7jTBa%h>B7mXQ{MIy~> zsIX8L)Qf5*WHVXB6m4YR9+bhT%F6i#7i6&I9Ost8LK$Q}{IW6rq%>ZpjHh_6mxh4O zr5Wv;Qi!L!XZSctL2=0I^oK{1h`KXdzG|5y0u`E_Zhn-&3XK~Hrkf>jI{Hn#Wu-Wd zkL;?-9T9_2jI3h*4KbvQ{jQP~6NBIPiQ2prQG9wk9Mk0?3LVZ}%?Pq6o}aocw7F9R zv93R&3onbn^mzUYIa?8^#T`~BpAv@ixf=p<8-(HNe1EH(nlR|90e>qO662DHvAlmA z;`cu}MH}ECcz0(;>K&pxzKoVmoZ&!AcGrZCKL<*;x3M4DbD;j^=*txv9C(f9hD``_ zpgeZM<{U2vVKRfkiH&UhkZiFJy-jope|y5KG&XGOyDcKZ*%13#ewE_Q#;nzG(}RX= z)MP&iH&bTAeffFoNfsN133n?Smk{nul4n+aVBur%GyR!fVzjH0Os{5v%cFc`S22rt zerpXT;fyVnKfNxB1((iWD}w!4ICAqy>kq;gl2ferEy9;?UggP~2wzSpzv}A!!G!I{ z<CILomvenBTNNHKVHhtWK2gDhg>cK)TEZ9A=YGY<&oE)-v*(dY7!w5_Ziru6$3(cQ zu^_(^6PH-VZnw!ywBH#&eTIjLAMv&tbxjOdU3a))caiXA@#yZahZtyy`1z<jkOA?< z?-lnF-o);GdSR0d1Fz(H`2VRg&^=)!AI-zSJUuy#Z-9=9si>{Z59yGmZoPS_nvOG! zn3%nUJE^i+uYSkVQM)8^Q|S&menuFDrf;T$zunkg&WH|&7uQ4DMT!02{&`2w({OQo z=U?F=8jRl6=8U${u(V~z*GnZd>^T!1<8qb;OUJ1EC6P3wQ`U6d_oBg8`qLtRa~dY9 zzio5Ur$Kca$5u|3=$zd)m7hs8Bv<8qx-~@wwR`5@_I@fN4yHG0KA_^S%sy+uN-7p; zx{-$Ssdy}L^jO&mDv~da{0t7IVnaLGT*{S-oZ%Dk6bC9kd>9BHFrwn0DtYmL=T#hz zI3=GDrXsF-uYEL?if7F^2d~diuwa1it=(e^ypoGZMJW_aviF7C`%(}y`Rv0NJqpew z`{|q~Q}DNVhr8(qGD_0u)>AEHbjzB06kjDeCBG{3Ksp&(3q;)~*OL*vrs`&aD$z64 z+nT{_G6YM4x7sfuBPiy9vCTIj*ku~KG*k#d#&<7yRh$s|9aQpq?1jM2c(}%zDuh*M zOTF}FNQf<8zMnimg2KC`n)huasD9Qtb+VKM8zqidz*!P94CbHTPWa#JjNRj`#xGtq z!HyTZU6Y8h$o`b(JTWRQ*s3sd-2|MR${?X;6L@4BK2IDn!9wlA2h2Yv5HXz@7C2;r z8&mHLf7~?2;Ap_W3VUO0dl0lTz0wGi=OT4p>l>kU!Ri}vHHPq)h`V@mhau{d?#nea z8z5HqdcQQ$E1CNxq`$@KBjIms8~XLI@mVNGMnex;oQC!LKkLHLKTJioMi*NeG$uUK zbrF%bV#~u_x-fQGt#d?F7ga7=@hhgd*l)B`)v${TNr}%B3v#(Q>bKhd;WjR8G`26S z72!gz#P{K^0m2h9?(|>L0cFl?Y-2FtOy0A*hqyWz_nB%OS*!yG?q|!RmD;FnU=Ke@ z(1y|NAC1a7+Rz%Q8M{m;`b8nq$u&|7m)jqH3ZZLZxbVJM*<nqrYIvE%)zQR<jQIN} ziC*zJG|iW^Qv)vz_FOv3(!dFJk@w?Db*QSWi#)tt9otVnm@XAjM}elw73Om_!tIG` zw{z7X^!4e7)2?c8l`-ox7+1xQJSoZkcvV!;)Eo9NR8f$(*fK6z1xH#hB{!R^V5)KG znN_heR#u7f(yW#7R(*-%EJqoa`U)i9@G2uiY@p`FB_%AEI~V%GLkX3hq7;+gijX+D z_~xNKig;sB_bn4ughfL4@{f%Q_#U#*;hLcW{QmX5J2@&34U>7fBM$N~4|2QyBTNnx zUG@H9R5|$iNA4CVk;N6s_&AfbvN+Rme*5`C86-52A39KF(CB}1`uZVhRMkl4Ua^xV z{!VOOOMR9CEtwj)k|TxHHrs7$nk2E=ICEc1h9vI3Q8&K)UIGl&IV*QR38)3dP|Q^% zkU0H~|9*}*c8YDc-*iMAJVxE6DWAk(xmKh_#7zwAo+Qph-4#Vp_lZqm4x&)5jFwwX zbPPQ^eVcWv2sCbo+m>pIK&P(hdP9^jgkP<5HY57QGG+7gI9*|^?2dA7SR{-CR_8^_ z7YL*B*FSOmcYek5om@{B2QO;{u9*~a5SLf6cuOz`PM^d)k}NndwYTe+kmq2=?8UBY zOE{SGKPsv4fsOlD-yQt*iVdbqSmNa-Hn<nPcZlQ>&d6rRmK|f``%hVVa3~vRN<LdN zwy<F;@b=266B|6V1fEcRHkKX}nI0muF&NQ5n(~JQa<A}eE5aGs$aBw^JYgaKg7S^> zJ1ksMa_`Z}V&QfI=j@xqEL2TOl>WC~{#5*m?!PNpu$aF8P<SZ|6>~iA5{H?HUGuQ| z65+>~Z**-y8WWN8yPwz}W#YGU_thV}n8;pobCvCKCX&C$nf_E@qG46LcRiDd+54N9 z#mq7w=u}d4>mCCnyW`=M6AUy`J3U*Y8Hi4FbBo==K+^6vNxzL5I4^OC*{RL|Uw>xD zQ8oibh3O2Re}o4Umy;F`)3NRCs{@0bbQn3O85TCs;qQ_p7+FMz!k~$kK{_1;d%X(( z9i~I(PQqyO9>Sf)7rvx=(!rFPIkP~Uj@|qNac`vQ=(^Q;+jp9Vfja(U|9uYTt1g~f zMs$qJxhiYl92$BPSq^-$G_V%j>#Fmi;pgY#nlxt`W_jh`hOVTc@9&-CvdT1gNlsVH z2oo-eBp!cD^vlbqmRXm6QgLL>>s7mksHit7dAYWSa3g-rCi(kRoI5XfRIG-IFfrdZ zAFooOoVQ_P-f=31wMVRDqo|lxzR<0=nTiBzuiY;zD$JXw#jDh)c&`3IK1+g%z~~Wy zU@{f&w8kae7f`Y6;i~;%uPG>ex#5)eQwmg0FiIDeQ^0>}#Hjih1s)+0F?L=QT<LxP z;=lVu296lFPHR)JV^WGg=r0)~_r084zL2q7ape+9I~j9lZMoT}$%tLmk+*Cw8I<kc zzNu~@W9LnOnQ3b>Jk}nYZB!>Z$lN^pJedpzZ)D<3w-EOE(8|wT5yH)i98=RUAw0Pi z@baIF5FB=}A3Zb@!iL)J`yq58_^mnEVEK!Lc_T~zmyIOoF0vLmp7Ou0)M{iD5Biy4 z38^43F31G#x#}%RF~m4&tUD8H0{?4&w6usZz1hF4CCUV29VdOL#U`+I*%W{7m@%q- zl<I0ljj{HeO0;IU5q9K$Nk30F!s_%zzw0g<;&8J@mZ`WQtX2kv*VP%|%vbW&K@$T| z_eAgQI;@Wa9ugHcLwY!SYLiTgg&w{bb}sPwr3>{n*$1bt5`O#@(7xtO^oi_&#r&$e zkYCDA+Vq2q;3C~k=c>3kBCYsNHiio!q-5Wd=c4oQOBojm7nSE?M??m7aI$q!rLRZ_ zkCU#o`b6n~?*A@!w~G!!=B$f{**ch!JJeVHPaD%KB=+sQu8o%>#RiE!+8FAyZfuv) zhOLi5Me`>uTrm0zwd-2&8?4Dn+(~$ny>9OWO$#4uj;y+JQ<Lb#CmIV~G!dX`{O78m zCML%BdFSS6ApDGwtruAXDgAyiDi76R$oubWxr;iEPHz^^Wvin`_w~mO9ctJ?I&{io zg&H~z-j!~jSH;#C=UW#8R1tfn>(xdn!WW_av+`e5Kueq6cG*(}BEqGoQr{`#z~u`o z0xFdu@p*oU<xXYTR<gAcJ}BYO=LoNudL^9lRjBdYpoD8J7xsUkDdCM@D7U9Y5jOS8 z?ZJVH=+!TctDINBZR_}u?mPuJTy}igtDu1O(MvX2C&^=~=-s5hhCEa>Hw|{&lY{#5 zl?^I^a=0b&!oTmAEDEbLgG>TsF}rdoJgz|o#;I?4DIqd=5xY1@sZSbBnZ}-bGl*_! zKPZy7MjES2<YP<3rD38uF8OhV6rQAA-{2E1iAkrSQBslwC_&GE-s%=dkO%$W8+CEq z{k=0TH9!o9FN(~35E8@uVO5K;+oGuabfd4)RTLvjq^ct9MPak&_+GI+qIln)I~qY3 z#eqgD$LpyGTD3j*Td_otu#}th^(f)ShnmxT>xEIYH1>j)j4-yIkF|6q`bBW#A+L>} zIS5T#f8)e$4y^W<`SNCSP<7?RJBL6Hz6M<(lQ(ma$vS(CCCfpSYD-}DA`V_C=kHf~ z&jv-@_rbkR!jr+gJpF5ITpV71dM=BN<R)+L^KopLJaK4}*~-R4Lk?qp6B{dCcXA}< z*u?9y=*v<uHkPj~4=&<m!&}$jjpsMQlU=z>#9y)C_Uq@Hj)yF0@*d-lC}rV%MYYw( zqby{Ph{-Y55?#V~+WHk(IOp}nRh!1blG%=J9g|EX7T90S7-3@JC)We&?M$5YuQPm0 z^vPJs)x&XFM8Cv;Owl~RM9AlJ1-ULvsJxH;<V3i#xbg9_btX*gSl;pBw+s`dx36xh zBs!(MAuqyrl7W~_%GqCg8EF31bUvqs0SQ6DMp7yR5a16B_GX}bF4x&=4Fg~IkoWx5 zXTav$qV1jH3<RjzZ7yao5OwPG&MklFIFXi8+VbD}VU99}yG!U;JC<Xrd76&S*PWh? zA$06Y2`^9eBAk(<%dTHdhg4!#!(u%;#1_|lNnT3F;*L4;@-H-)tkE-i-9f{*$T^u~ z#We641f?6K5uNhd_Wh4A8an;sDzCZI&>`|hexn%;RF8FXWH}m2zx2&duxZdsa~R71 zLxs!7Q^kAUQE^Q-Ux3v_MGfDZ{BPw{teUZt$<3hR{^rUjkw>V|4V(#F6HG<Jk~t2; zor*klZt0(OR6NRTOT0&PNuu4#po5ac_b>6N-$MBDLUwYa)jPriVYNlmjTFf7Ezi7v zlY--t67l;JDX6H*Zml$-VB@;oDTie#c-@}BwOmBOPB~=(-nV3|W~V-W^N5U=hrZLd z?~pN&l|esxiHt1*8Ie1PK6x$pXV~}v8EO8t&3Oi7EK9zZZb@`W^bh+H*}sGjT3sjp zj0j;t$m?UR%|cMNtuk~zErbr}7aPY4K|&~5n|Heqj!A~-)|(08RPFVgP;nuYt;)1! zeIwz?>PU%}ZW1PAg+E`dAmQ5EV;WWmNVs{UcSLnJ3ElH|)R(%F(5Cgq<h~IJ<I1l~ zKZ_Il>CA#fYfOm#YFcIEXo7$yUeoGzCYVn7clh=)69mpTFKk|60uB9{_Dnq!T;B9o zqukmAl3m+X{^^^*tt!FQO41ne`vvSB3ypB|=2h)%!j%h*5i9RjL+nU=7+XO##KP}8 zlfLdWKu?D0oXmZF<QH4?X{^@Anrc?W99<uy{hSvASM{J2JmueFt_M7Ol(U=g<+@an zd1#t00%~Gj&Mnu)%rV1Ixuv=|>svFP|DKB)&g!wICtMiBRCVt<#l?1`iLE|cxR}aZ zpgFpV3;pxTvDyk;xY<8_RXCvo<pp6kShscXp+fosd7BO*e0j38<aF>`=)ln4ciITl z*zc#7qK(Rfr%$fjr;WAQk537@X@iej-`20J4MX*eKl@v>u%9w8`YS~X<@40D0%R>% znr;qGdZLL+hrIA4DNRHdhvX-eYv6qbg=)N31HX1hRGFx0;G7h1Y(_QFDLGq*KLx2H z`Qb#RfvP(3J~@>Y)2xQ^+n%j9c53j^wH2RiRfWS7?S!l_RfN9&X?kIyDx&tpR`1=Y z0!xh>in?EwaVjbM`l}da;`!Qt38*O}#C`4i@DU{x&DIpL_A24I{8P`Z-xOh~*|u-% zHAQqp9I3HUQAF3%3aa@71ssrn?yYU508h`|HJARoAIo^Wcv6@=$cJ`bj{PNv*;S#s z=I7<`m+UYWV=0F-Teis9J(k69>%x07TV%1V|0Fk+DvMPn!hs&WGFa<I{5c+#fjC)Y zK3hNr+0oX4nmeW8#y9wVMnxKjX1etEotDBO|H~ySLnJ{BSBRA&JR$v3el{W`ft)$d z7^j2ccqef#U}2LOMqa4uyKfZ(c^|#^Sdkb!avDP~n2Dj?TK3rk7g5w+Np0x<B!UxG zKEm0)BG_#~w|I0{7^@t2e@(a{jKqN~A!dd!Xz_&usRqKxukCEzLO4>u6<NQL80}qu z7R1kRU~LES!}T0weNGtqlFotT#G}iHqdCaqiCA5<iUX0N^hAyv2P>UYf;*^0zwG)~ z#(u{}*EwO=u@`Kd4C2^tsb=G=WrK};0UHyZGdb}Gi2mrgnelin8^%$OHy$u$qnJm& z?k$52e_{2+GCnp)1zkZ0CRqqFoi`ZjVu2$b<ao4-1*5+vDGSfAu#qj9aW{@|<c1Aj z;vN?Iqb)wOomjX*Q>oy!XW?;KwMD)b3op8a$m>K|Sej~jviCO=e930kmqwW=+LieH za}^U>CGF!*DNHoF?ySt%z(iCNzD_GKQITRMvz><t!GoRamyI((5vuWC(9b~ICBY2^ zcZvR(w0g5LkAXg$?TJFC80Z{)Vz@YsfoFpT7qSBxnC6g91`?iZw&$A{S;;^OzmHaf zG6Ru*1@(pt7>E^Sd{z5O2mP;g@x?}B>>9K5yiW9s)3H(((I@!>VysVx=!m~{;`^Dc zbj;*ZX<S=6*4x|&{mG@H^56W?d<GqJ=kJ{NUqFY*tmZn)aiUAE-dXbZISn>D`s$O) zY3NE-3tV@O29nwOK;>gJ6da0Q#uG_{fup}(&PE!}D?3wsL43X1xg{#9G=z)V+*lw= zxYMF1@s&b@+{w?GnZF1}iWO}G-%_z<_U0kOM^t>*n{S*Td|_F;@c(x`SbJW+V?sO? zKNJ3pQ9Y>elG<6j(2<JmcX6%Dl#1fDn?4;Ry5z2|Tb73)6?{RN7DFu*%)Qn6di^Q| zB_b6)$I>Yf{JGqJ`CbZQ-82-Lo`f%P4L6^Fg08_n?`>2H$~JFI|20U4(YE~Dl$&H! zXzc2ABRa%vXz-af;YdhDm)UzaGR{8oioIY?2Cv<?$x&r8hT=L^mr==}ReqNjnG(V} ze|pC3un<mfJAR<DRtV<qhU1ahLI@Z8eu<y(<n2s$qrajMcs~BMGT;?Lu}s|2tMw!} zEi9QmbcKXL_KgtnC=wDL3GDdiO+xr%HHid85|XzV#Y=q=#ErLEeYOMtJ1;Wc@z$wh zUB)oajtiLWG{);p_v<%_@tUvO^&Q0iFiOXQ=fw7Nx<JQaV)XN4`5SZ_L$+&?WEQcl z&k_tzg)x-Bu1go%ZiL?z>ZP5Fj4=J>VnaumAs%~4JZ|bII_1)JiI*M*$lG&3z~iev zUi4&0rf~F8*lwk5n4*U&p5(G0uXUkYJyc{ErHkU<b(doebdh{6n=h83i>uY+;hNK2 z2-J1Hb0$1dxG;A9$vrNj<W>cT<Z)4=vASn-0?{qJWRbT4Tv&=4YXz+5qABA0wQfBw z_KT%4=Y_a<vGHFf|ELcBW)AwT?bd<T{rqj==X9`-|5c*yb{+JqzI<Q0TnC#}kFJ!| zARhPqdVt2O16tkY6|d{GaY^Lh>w-jWc%@HN^Eqha<agR|hmJNhUYw}B-l2tij0dbr zJuQUsCa5%yXkx|3z72cYHF55bl5w22CPH6zJwN<F1Dn0?Gdp}WAX8SM{OG4TYzGBQ zHT~4_<7Vl-#vwIOxM#=`S!%eZ{cO#wu^NiDJ|5bVriy0@>UZsQREgt9x4owID#*Kc z+v~la3f6n~ZgC%1MrQ&wR`Iqn?6dF1SlcT@bfy2nwS7uBD_a~oentuXkJjW{{87Z* zsva$#J&O2rGo)(I4+Ze&Y-m4zMgeC6gzi+EDWGv#FX!MVd5l^zscL5OsHUh!+84-S zC3n%k7%e%haj4sS^qnjsdu`6HoR`6vm29N`DH(XseA9HjWpMJj<94y{(m1H~lE3Vg zG^P*i&5C;}jovej##||B%$0KQ^+igdta07w=AV*y|4GeTwL%g$+Y6RUbxXi71MaqY z67V(a%3l*Nj$Of>=gyCb;he7Gy93w6Flfa6MwJ%B@poit&sb4Jy5F)2BRb{l=P{`y zjwrn4-9nzIh+<*+WaK!H2;@Um6|!y$gVmZo8CfihvvxNWy5s*JU3VH*(;xSHywJp+ z=jM5y=XNTeqJg4;NR*T`2}vY{BuZ2oL`2CDArTr8Ns5pr4P+`Ml~75;S^r1(xz4%n zN8fAhwf3`G@AcYyul3_$B<%9$SOXsZ?Mi&ANBCvE2vutTIG6C+VN!P^7s?Hdzho|O z(GgPS`Y?eDX=CwuX^Xf>cy>p}Qj?3KPLUfk5`=5oJY{m`a1o!Frr`67gK)DW5f$|u z=mvS3x!mNyJ$>PB;WHfQJU*pd63+qURO+RqC=PtLr_4^eb1-q^_r)eh4)z{*O${;R zz}fE8zAiEc<*iC*{f5~Hpy&Mi_lD?<aKcnoH5)dfue1ZNu_53qR8bnq#!u_ZYSZ>? z;yQ}CW4R<7qQj3AM1|ORoOk2j<6#y!hXNKXtYbl^{p{xOlPuWu58u+;PxK{(;`4AF z3*0aFk2x-6;g@LCl0OP8OsZ|Znkvjf6@S@l{eC7QuU`<Zea?iR`#odxb4)ZXULC!F z=u5`JQp4IkOst~**c0W;gr!5%y47w>7%4=B*QhdaAiKCTPJ{_lYW4$OF9TCcA1t~1 zgn<uy)cp56mu&mu`mg&L5SE&Kdp?M8OLyh;lnDbT;~nSUmtkOCMDJy{X*zmtGh~ek zpD6nAygHlc&~aI?u&SDlFI6i^GO0u_vfmvg$J0^ezSh1ml#X{PrcF6(=@<}t`_pL= z9Vc3jN&S<j<4N`4+8#O`2e(H_J`kaUQ~Y3K;!mO@c3m-{gjdEkY+GRUhK4#73F+sT zX$arvowp}}hUtUcF0CyzWEpK$k@TYB`FT@1c{PprJKQ4IzWBfX^vro=M1vJ%Y}4gv zh|E4b9L=GjP<Wr!PC5<Et6n^D5u)LA2hG{Eg9?q^CGT5`s8G)+J!B9-MR`k}FvXpU z-->mG`C5cm%m$j4%upZ_Di(5+a7x6BV9Di#Pqew`%s+Wk(9hj16lXy}nE&m$o^liv z`52V``$_ntquk;-(Gek;&%C@RWRx>wILl6uaiy<Ve8Fxq=tVxfeor!XHBM7YmXPu2 z<%iVuGDKfy|6QYxk#PT17p?3$31Ork1v?5!Nb9fJ5PF^jA4z|vWCRJ<Uo;))aU!Ah z*_$WXCM4X63?%z7NDz@MjfxlgpU=bcUbL*?ZR4XU<++~-F%?o;;>Nb}VJA^O>PJjv zp}<d<i0SRC-#{m(=&#R|NMgFY7t)Lg<3ldq>Zkm;88)Zi-$1rC!!^d~JzW*1NNOjq z%#k-m*u_Cnxfm0i?;Sf8f7uwfUF8O<O^vZqzUxW<3nL_K8Iobz7(vkHufRSbBe-4` zTd=gl5VT!!_r!7yk=JANF>aF~tTb}vHY*tt=iSp;d*&LVS@zsL<z55WO6_Xe{MZ2d zRz8^#$~VAEH7Q0xyaA3^nf5RDG{9-E)Bb+i26#d_w`i7R0F~fPpYrPUal1vlXZ)-_ z<WB9@7WUQ0=T~!;4(jNmY{jkhO*48}mhB-B{Y($*o5R&<2lP;TY{AIq#d>hhl`QI` z>cN$fo3kWV7k28Ra#A04Ah2($HtRUijh2Y?N9sD@47?8>x~YxGo4!UBE40y(R<phI zpBCIrymK@Xwb1m{sr$DI;g%gMPtn^naq+sWs9%aEalR@3?a0$a!rn6~n#~%By*kvU zldb`~&9WM&r8SUH?%h`TMI9enEo_pa)#1HW=Y^=HI+S=HFW&v82HFZ~#vVsCaJT3T zF(0U6P`$Heucs>RM~A=L`%eWI=Y2Z&`k4wE`gP~2L=m%cXkPPoW%$eWD>;QKLwNB% z+KXYLC!-O47KutY?zk-Ovz-z=i&vh?R#1YZ(4&E=Gm6;sFW9<VNf8<SyZk$^D&Vc; zx(!+@6(I6_o!$mb1=y_pS^KG49vPBmoD!BiPM)FP{u?8Qo~@o8r+9K8dAoJ$9FxT( za?|bPCo=eS<*AUkpbXrLCi5RGk;Yw(zz%Ma6i!sHrv7*+iNLt?C4bqHFb}Wj`g&Rd zd+Z0V?4wJ-!|hGdV2L=6l&b%mZ!M0t?Gm1wJjKzka$TLgR2;)guhdLF=Rr70gD;!K zgH5Nq{uN6egnSM8Av!!LT35JODe<uCqNaz}4=z}}w%wIaxk!1eR;ixP#n_=Ei&Qsp z@#5hl#aGL@So=I|owf=W<Lyr}wvKba3Q?RZ`IQ6zMw`tKUve;b#^utITO4Ssk4H8p zb0FksV!At$aLI-qB~^b8ZvNpX9k=2DIv;ffr8%g68sc_omN@_WI=K0dut5%({QBt? z;T4w=$AmIA9@cgESY2SFVtQJw`4Ah|O~$fgwy<$zQBYGl;S^(!8?Q)WYz*ksn->qU zKpNkF(Y2XHIFM~MQOUw-YyPzd1uXo2EPBZ!g@r%%Z^cKpvEZCi(^|Big;dcO2c}h6 znESI>eaUYo?DYp;O?5G$Ka}zA#Y>_S-+~-()i5C#Kamz*#6$&hvcDf;;(}9M?y+Dd z@N%W{l9fzI_{-R~>J#0`V@mJmGI40Bzp3^=23&Ryn~}aSFtWcluI>c`Js0_IVrdLG z1RcmMj$lC7WB9PW3*iurnh}mQ1FatQ?d7rz%zTPUUNTNc`k2J=sct%c^eos>TTjRH zUjCzH7wAa)YDwvgA$sxI{(b8<I)X0s?M~Z3C$5(+nrvA?N8WU<%eWF9x_ZfDJI84V z>t09G?W93qtkv{mB@JFV#v(OEG^j0jbNSF|8c3)9t#ct9lKe^5RAe*Z4}C4c-<~w2 z&+}VY?Lb4Vm66v)J`MZNJX1WQO@q5v^2Y$eB`@=x_V}`i{nu|u_{>mILoy}F^-_^* zbM^$|JrxCCy=%uBsF=Z_OZ(1Hu`zy}wJMg11Brpk)_bWq+jdA^fbhzXx8}*$%&3s| zeM`zzqC!E`?yI{16<=sGF;AXTK$0t&|Du8d|EnKguOs?m8W<U-x`zVUf#eUvJ`|`0 z{%E^mMC^xwkO$!v?~%?_?kE}RAJ+3bI>}Hfwwv2nO-Aju_v_q=&hS$&xjkP^#`1L= z)9-?eWY0$>|8=Fnzgx5Z4GDQ-HP$|7NZ3a&`1Nr;38%l^SBy|2A@1tbFVf@!1WZcp zZERV9mkBmb6%YS^uVl896~8v|5iCn#20h|qI@w6`UpXH~y+jt@F6P5VIIH00bv{0> zIkkQDEk0T(eRXbk2*+q-{jzlC<3d6$&+WY#OmcpN=$$fy^79w^pQcP<G29{bJk}KJ z+ddp+3Yg*~t!B7woeAbs&-<hf8so~i-N>-JG0ti{oX{FF0>3Fwk`Zr&w|cRoORbD> z`m(Y3N)aP0lk6$)Ci?Pc()LZ2nju2`WOe>qhj{tJtS_&w8KCN{xVL|d0ggJxd8Szz zpgY`jN64@~US%GMYq+kD!M4y!>2Q6*m9c*EPWrfzcU*e2q&}#tcdlAJs)r*s&+FSB z5ZzdK!hFF|Jy11TX5V_~AxP|&teTV_;;+e7sC?3e&D-kdW_xvE85OZejiw7KTQEcR zk`63y`+UP19pr^Lo+1C!h8XqRKbM2ru(DlK_ll(r^Vl_Khi+&=H1O0Dft^~|w04iY z-J~X3Cae{!j%ec0Sj&}HQkqC9h)%ijKm#F{&MYX5)`0RS_vX|=b!?{X+aP>G9ZhQ~ zBasH`uw=)Y2_091@5bbV>N09LdOUpN$~slZ_dh6IC9R5YKC?CVb5-E{sPkRBwhE4& z7`fpxt&FKwjiPN2m2paBc3DD<GJ33M&L0U<Mz`+V#fJ!=IC=73*$XPecSmfh=rbi) zr?UQ9x+&pi%;hC3NlM_|I`4jUSP@TK_c<>LR|JjP;XBo%0Isj}90`8~$VduJ-}x#J z3E6Ml8}sE+57FhNfpXXvzda)Au`E2!RNt!7mBsBV&KlqQrD36=G^Us!joQ}0vZfbO zSXx-99Oxhg-wjW6B0D6Z6JElW6qiI@{rt${6bV$`B>yusl7Q;b?|Xwq372fnFSM)` zM_H7jsB0S0kCp{$4sPN&RWMIJypIPhaklfu%RC(T6~5`29S?I3TDdjZ^DuV#&&g>P z4?Q;NLSDmM?BcZx+$K7bSC&>_QozMGmtKM3om><e=Z9Kv;bQ&qopSTMxDfL=^{spv z7nUx{$92`X_}VAtSvsGKQ!}ngE~6aGGd+H?xtW9M(SaQejU1evSa86)h=WoQmpua~ zIq+L2PrG}BgAMcc{Epqr!Tpgta{oLy7}n7AJ7Ug(eVbp^dL0fNk{*2XA$%eeu<&?y zJsY>?ANpMNl#TRV`NcWqY#g+WCXr6C5wf3m<7_w^k(*khzuL0Vbu8Mv(0~mW8ATlr z!YjkM!7|DV*m!^De(0OuET~)`xAbXc!MmbxPxoyWWb+(subyY&ig)oVi#QhQzHZ<8 z)SCsb*n*^;wk$kzFHiXIe)}u!`$jVfx9rL7HfSWg65H*k?skQVHMPMn`s0}RUZ!gr z{NFnFBb)k2)=XR-_xSRkQ`lmgo~uqWz;Bi|XMbg&f*N$B_BjJqJzibAiWs1WWoZ6A z%z)>3<@dI|3=~ibX11(nAm8r(n?()`+!FV#f26>G<mlPK<5UK;N*cOdh|YX1k4o!! zMTb{=;Qq45bo^SYwj}Eg9eNpwCL#HBT<FT#qIaAQ*THZ1|L!3=wCC8NkAz>$j>Xxx z1=1mW{CZxICmpL-YDMo`LdRtl|3n*oIv(ySZ~w!j!{~tT&X<C8C<IO4&K@S*a;#op zV=E2v`kNdCOK4b0+cWy;3=PILL5KJ5r-4j<_uVRhhUyD359J8QSgp1+_(}Lh^IPG` zGNM0U!u>}tD$vkws9+nifH*FCHQD*U`&qKh{tVxtBKb<ujtxX#j0~*RzdKP8I{5fP zh8z{EQ&aOy#wh6Xc(AwrB?UPqHa`{PDCjw(uKspC1wU+>C_D5h=x}jdH~Ei@#`u`B z@-{O3RM+q~-XNn>=)!m9bTXa=bT={M$hfm}$n2>%8M)_fuD;_$MnyyGhT~>rR6P!e zH4-Kxy(B5=zwc3AIbEFh-+lIj>kn>No=G^Q@k@+)3<=3YBiA+8{qO4z|G%^Am|@kA z2ZUFuX#Src@?lnJpELM`kC)~>Z3`Os5We?Vvh@`oJ2Uduob2X9SIsfRua%FoYXOa+ z6?}MFRp-VW;bY&9N69H0`50Z8CQ<s<3|kwvr7HTFA$utP?9^vdlqervk>qQN?^E%D z7Ud?`_1(xgP1^+9e+^bTJU7OMo`Rk0qm8lc>AI1+X(K%22k0-%HA3x1Q~$rtMmX3L zxvxyX2pm#OsOnKem_AMYy<gc7)i)F9r`im#|INzdqvs6JJabn2jhz83&s1+PmNo!? zz$Ik5P9IfucO|dw(8rvl-&O@`M0dIeeh>WC!|J8Ap1$|=aQnA*<xnKykx!x@Le2G{ z8t{;^Xjm5;3QzsLRicZ1>$6my<aKd4<aIZ@QwI^3{Eygf)WN!mH{KqfwQ+21oT`+o zHiQ{h_bSY4L1U8n^Ink_)`pJh%UWo`HRtmj?{-bd32rar*l6PDa8^~DnkMG-99?^| zMgs?euRnVese!;!n}t7qsbgyE{IY^Db!>bPu;uJ0HPp#WC`eyW!{Nq^23c)2_#2!p zN}3^hV%z7bb6gc_4$q!+38`YDt0T&=Oa*4*hk46uRfy|MeWf~%3Pj6Jm!_RihTd!Q zVXFjX%=`Cr>e6au>=WD(79*q#`o=Fw$2*kJ{5ox1=!6nDYXwfL1S&x+_`_#sRV7H5 z7TPHWC_+^f-dlbtV4mdtc?0eW5H=m(@Uc-Ibs-`f7p|9wYW0nG8>{8;LtyT-L4X{{ zjPc!e_hjLApk>~!>oVvMFnGT)RT|IaZk~=Wl|o*9>Q39;Qcz}c3(GR3pkzJO8_bZx zAE(7uAIc=L)9~qAoRq|4pFcHEZ6vX5%pz#*eF@}97ijhW5J#Hj$AU{A#bNULg4w5H zamWXDDRK^r<NdFORiydikXY(PooV2~P9<{f;`2N_aq~UCXd@4aFBfmAvE@OYzqNj) z77x8EG!JJ?b1_HhgM|8LE)MP3edACC7s}U9_L>uYk+inRFIdWjt<d13Nog)(zlHnQ zjBxOMZEDgz!YP?WfsaDVIk=NCU{QLEgGJof&Sg6|kk-B|#rEMKrQ);YK?|ZA@yy37 z4LIl?y!&}toP*A_xwhBma-h_AGKc=24Mz&==dEfsvPTsk3uUr#vsUZu#V9u9CFcvS z-NeQ=yHDHI*07;W8Eh9{#YT%=Z;&m~k-n3y8W#pw_;Bm+DCZdqf3KarawLav$ib`5 z`?FbKwMYnUJi&sYm(l^H11uPSUoHJ1fQ7en$4<N1urPEsq(@krh59_R8>d8A@Oimm zFiwz#<_Pyt3^6gkz=ijY@XP04{H*=Anb@FPzi}*)iSZz|!G*0%2n=UGTH?lpUe8O1 zK_lWgcI3e@3KOTR-|x^FVc_8L0N;^!ghw7M6Z5~xz}_$A!oQ9%@Zh`no8-+5{F-}m zYQ~g-@qg~6=UEKg`TWIBYM74DEJ@>m4mu>~hTJNALY((c(If&3iM}lTK1e6}F*T4l z(H%v{pQ~YYxxRF;e!8V3y3>)kOv^9KiH;2IughlS=vaPs@<i@j!Y=_bcaKickQHK` zWA}lEJfVC?v8ObQOL8@uZ_;qGWDTS6JPp(KUG#jyF{=X|6Lu%ikP%re=eU!Gt10$9 zb63-_e0EOE6%!g7R03qqYSB>i@l?ZcMH&{&I?mfKPQ!%H>~5=hG`w-|a}1fJ;!WYr z#I9;8w7tBn-V{^OdU@sidpT4LpFg!{6Va8fGd@3mt)Swu;iU2jqAMM(OcSXA3KC^m zudAvl=xm%-`|oqGe$S!GvCR}1=`vF@%_%tL5Oml}h64WFFUEg{$vAjab8Jf?8AT>S zlJkk4^mVPB?AuC4lT*lGun8GoKX<++%_GBpN$}vKPQoG7P5k61B;0+~dtUJb3C8^? z{jY;b=$NiedhS7jpp$HQ=`s>{mKQ6dR7lto#wJP3A;G~z!^e5{e_wy)Lq*=TmTW#8 z#_xVua*B`GdAnZQrV)LqzrRQ~g>cJ>LY1y$q9>0cRR_}fn7zHBe=%`<3;D*zW5l-M z=lI1J&+y^b(?TWh=EJKiWr(cA$L|v(`s_wCSU>x-dEDF#!~EVkwvndDh*jBUyTBAK zoi6NSQ6`Y7n=$<%X##hd=JM+X#?T5_6<KoK2)YdNM&2GH2+UcskM`LRi&rZgrFs~` zxSmuqp=*dE##)VxcLvxh>~Z>UgaHn?{ovA<8NhFMUayOw0bJMCuG;)oA0A<=YSJ_G zA^uKypm~`->;p!xZTqK(6iV0fkY{>WqPo~MKTQv!OP?fVd+A|_6IocNuZK4q%*L<J z(?hpAH@kX^E^Zy$lc%Ap3;%@f@R@cU1n0Hg$=s%cddA+(j23OIQrW$0B2ybF-vb|B zGa%;DpbsGfTIl{o9sQE7g-16cm*j2KLQt@^m+}H)dLOC{daQ{Zcj6ZIx@uxfQ1puS zum+$W?jD|`0gAxVko_w(u#UxXF8ZX7hQnJH4Ew3$ql?QH<0&<)H&d?G$Wg;v>3LJb z%hk}krtg0GdsTFKzdEH9qKXBp9d>;bS4By-mhiP3DyUnxKimAU3YMP8o#qLtVDWf{ z>%?7UEL}a~*<+*(Yv&{NJ4cidWP77EH&Y4e3M`I^s}c@yZJTxFm9VT=J>_kZBEB@N zazEg&h}546o6A)cQ7iK!O($0Y^EpP)->LxGZ1a~{wgSkFnO3<(Z+ex_3T^d}$DC-j zUx#DmFcZ-@)wo^`(%o$}zFKmqJ#eEh-bfa+{&PMi_DCbzWA2I^3u$=getUEAwG_;( zic|l4u5p>mm)PKLNfZin6g0<4qFhjPle?ZIeq=0LEIS|pc4X_~j~65`8Qs6b$3X(a z%=zbAhQvXYQsX7(i(|Y^dFuBPam?KwAfVCCgZ<A)scnTkJn(B$2-?DfSc0FC-UgyO zW*aEAB0PN4V8!SWeR01dw9ViW7wzuzytDRm5t<)$^T;ADqF(5P$tZGhtNmJe*aQbV zM=Q6@baUXc)3r6Kk^?FJ?eVEI9O8U&f9D#aFNd6*DsL_2fTxyxFKHnM`{oJzX{mB> zw3of<1&M>H*&xf{Uu+B=8B?z(oO0#n$foo%HkM@8KQ}nfhPXJ->Q6EoN%wabAKFgz z=lL@$6HhjB_E&3n+prPksHW>H!$!(Ot6S3oY*akb0AE0$zo!Lt5dN6fb{4E);Zg%z zvh)fI`!<w)h)!oglvh7OiC|&#;nvibek^=i5m#<$#=`2CY_C!(3lZzRP8;?!p|Y7J zGTh9>u}W*+jvGwSQzdo2Coo}>;3Rx!Clk`|Xx~+wn5gJHd3raCiQPA(A8jIfQhD-q zsQ4cSLV_ZbX5KTv38nI~A24v)RmOKiAp;E$-$$*y%)loch~TC&;Pge*v2G^=0?R|b z`K)GOzj$Pbt_=ghw&Oz862$wr?YOpAkbx`5tjaCF(;*=u_f)uzj-OJ8y`Ma!BX9lg z`?AOAxYZ+-^*)S_$cK|ZZf~SxZjY$b3eXW8T@<KCxa4y}n0r5)=#tK$Z6?u|rDc~+ zd44AR(ReD)sf~vH727@vKcYc!!L^}}H)uGUCYhR*PJ`|G8p{JmXt2Ju*3xnd4Ue>q zA5J*ai0hmK4OjGO5Xu!aj`{C*V5|Ja97d@)5xVI4w>MPyJ<W5uR7geT&YVcI-BfJ+ z{Z^pBoC=!lBYO=|DuUk#v48%c;P2b*pKrdRAR~xhWO9ar7wbK(YXd1@-xp84v6=$) zZGWC_HY2vB^F@dLlF{Yo-n+7j4E@gbb)$#Lkf=W%S`|!2h~)G5Eq28IH>rZ($z+7y zS^x9hUlKmJEc8D2j)WrGvSrSMM?PEr(=|R%!Y1XcD(Nf|cB=J<auZ4LX*w0gjVD2K zuVd?tRU|md=ohA%lQ8E#tKXeRf^Y2)y4ctPbe=P}9sRlhCKC(Se{5R-R-;7!zsCRR zOz!~=I=PgOh=szFYWMh<^TAMj{uMrywuHBLxbyKnMr%onHXpln9)EgA;bU>f!Zbla zJ{}t_TB0PtN8!{8<!5DPh_{w#pXoBg%{yK-%a5Aj*u0OkjY4Mlrc)nsA;uIoB4<T? z$4zi<Ra;1Iq6y|tXNt87nxNPEaiP&gW84$`*1yZh7(0ul)_*8A!nto{J$D0)AV0We z)J)e1j{MdLQja0pd=<@#0u15xfWEcsp8@nYo|mmUW`OjI&t6KbHh^KGEA{0914z_< z(Es~GAJKoJV<VFFvCZv3?kPikqW?!Frhn=o`|_s}fk%3HVAS<vIFp!SwTGp>^>Dzh zvU0An9^t{5MdDv|VYu*gXK|1&=5H4fe<7rc?1a4~pI_@B)uLY8I#ma{)9xofYU<$q zx;Xxc25pe6tUv96Hd@_$PlV=a;k;tLPxEt442jRa*E_6<Qsdp;u2Pzq;0ThO3pL;| zGCQ()kp`+iy%Z0cQHSXBQjw9%>d4%*W1P8F9aTGGZVfA{;~@Eigiy8`_{W>}OuMUL zVAt8X7X{U@)7drjLcS{Yw$IysEJ79W$-+C&OR6HrYHR9C!Yfnh!I~b2R6yp;I~+fz zjF+#c3yc@2AmCV5_U|*w_%a}`Nm5eAud4>?gH1}%PPFUI*rS9KO?|tn`V{eS$qRaS zz9K@znr>epys}B-pTzMG3W)S|p-Jvlz@Vw>wlO6IRFszOXep5g`QbwU9XxrICa*a* zohFCvM?~w*jO36;T3-2;=*Q;gs<$RHW$?Xg|F(&r(%ACm!_I>N(g@=8OqnZ4L-|N% z+^rW<I5*1Jc0pDO-aT73R7FYRwza+IenUz4*|&{;VMs!FPQ)W_uLRN@lPxrMNuc~; zhhvqZ1or1X^|4(gj`b@W1YgbYaG3gak$oo*e?z#>K0f8a=ZSmb!3Z95)4ppDE$86} z*SY)U0%HCykfU{TQC8OSOY#C2e=Q$sHYRhCySwBC*O!Z(bC%`g+Hx_Fl7JF1E`DFF zlU+Z`!ONZpMho6^Fj4OEFZm${p<Jab-K!ihxO(4m;yKVynMql_lY`oIOY2zP9ON9E zyX2ld2R^!T$=XC$VnTUK-jg|yxg`BTlJJU7`$d~WrEC<R`d}rS&Bh+vgAET3uyN#y z(g{0nHk#te*)<E<Fp9hSdT=fq5s&{&T^}ZVvbk{8iWU~k7Wql`m9ubKzQ^zJbr!BG zA2`20nS~@b>w89VEQnqF-uQVd3w~KD!do3#cu^ttkk4mf{=>L?;yOfsD&nuk%w^&D zcZu%*)+2UM8%P{zVnY6ub!$o~6GfX`Gj(#9_~@}ok93>~o?)k3#V(>hyZl?$uVrFm zkwy`BF%zBqckjL%Fp>YtGCP&bgy-(AA?I-hA|ARu7VTlcKQVgY!)FY<R5*7mv6$$O zl}$A(nSqji8{4NuUwpbNxTiNVAe6sXhrgHsRo7C1*9r{GDhrk8(izw-p7SJ0hym+g z57S2)>9}1cE&Q;G4*80<>j8O0H-rZdI%UxDE$sB<L^vJqlAd!fc+lZ@Ij~UIfR6Z= z#tzp7=-5|2f^FYuaHZ>gbLphPqh;7uyq1O&_RAl?x<*5*<#fdP3>y9&8|@8`C0x>3 z?5Pz%!&GyM(<cWS)}KE_|F0`g9yqMpElK!fv&IS|0UA!beM+8wM+H|fu(_p-ibtMr zxA>=1adPn&1NBfU>Ta}<zqnALbK1T=UW1CHO&2)!L}&ixzuNMyg@PO2DWs%g3Z7RN zB+z0hxE<0e{DkPsF8iZzBdsVnmMCFKp-?d9oITB&AtR#1N9#YY1W0j`8{5bb=nQxf zcZZA(tK?_h^2pe!k>Il?lZ@7tPU9nlU%qWExmsXD#<9_u&35z2@X)>e@b+60^v_A1 z4l5+V+URwwJ<*%M1Dl)#BZ$5zKZ<(nLV};y2b<kWB#b+C{0)#GVP=n*h2i7^q+{a+ z!T;-bVJx@QCF_>(q0*3YzIHJmieP;$uqLJ>M^V&>kMbYCNsoycJm2-tGBZBRs}||y zFXCe%HLZnC<>Q@cz|Tb;X4t5+YFhq>87|z>HBS3vhJmZXD}*A<z}hL$ZgkHS)+-nL zSoE5pd8voyZeJ6`RovQY@!J>ziBqeE_Zs6?!M(2K+Q!)O>38Ja^F~k_PFdILPV_~h zBU@g~2s?hdm1m|I;&;<oN4AL})<wU0D?Md^llgM@rC%5zqV(ulzY_*n5<Z|X98YxR zmT}2@I|F1DKaurQFu)hn-lT>7`pC<jyZhjEeJI5GS~n1m;XDe@cUwbDi-k4qbM-O% z<wW(ec0HK1seO1_tcRx}b{`qxdMNp6W=u8IL*DKqzT-u@Nd3{P$9L6*B5m=-z1MV* z*P@;}PhAIK<#BxDwQ;^}{@e9>+SvSO!0&Cl7QC(R?C+M>!okY8q86ev0;B`Fx`#Be z#JW+~Mo$ym(J0sA77e_job~^vq=8(i(1h7Wb^M&Mn^eqHhlSjI@`S!R`oh20&F@r$ z%colDx~*zZ_;um^We+uM|Mhbsk*bCkWkpM+a>6aC^WHA^Q^jHDNAba8s>qT}wwX** zf$D<N_Dv2d_?ou#z>}TID4B`M7T%!@sXyn<ud<cFt2g=3@Ky<P_IqCZldgnFSJBiq zbtRnX*<4WDsfdL5Gb7{s6tVKETIBLk1+ZTQ4v5Amz)|;tGHX&ETLL$*b5F>lHZgti z`;T%6zv-y>`Gy>H)0@q!!sIYHYjNJFS{C*l*5_YC7XDL~uFiL4pkX22`%GO1w$6R4 zs3!=o%n8s^P?ko;JJImx=cS+&$qu!kN@44z=D!QiNuu~g-qW4iCGl#<yInV4OW@}& zT`$jA38+XtdHdtHIMU-5X&TmvW0o?rj#?v*VUgztL=F+Xan8CyqKLz}DN)lUkB6Vx z(+^r5dDy3NcCP@J2TF%jm-kOD#Mch8nR#4P3uYEYL~-GzGonATnhRCd){HMKE^Hh8 zy)FxJ!R=SpupZ*z$>wiQ{t{j}#?92uf676|7o$Yyn;hKRQ_o1)%fXRH6Wb@(aqukI zpz*8?hd9sXA77!%L0!&7^JBs*)$6iOUz}xQnX#LQTn`&DPr96MRI#ziC@^5zB{nXe zcy#;wQ8sqFHOjv|$cDwaj{J3-*r3%9=2V!m@ptuQJrxQYV>)L7uMe^?*jW3{p^1ft zgMOQD5>63#_*O6@n}y_<ooX5fSO|HxZ}^2T3x{UUn0SGOxXOiUTul~~AD?dtpJn3i zxOPzCQznXAZ!2%P#e`_dOHG+mOpHBkz4dB86S<FFI=A^TQMe&Lz+eRvM-R>`t=A%^ z{lJoa9HK*NcZ}AF5_9ZIp6Yi7&izRl7Wv4433r*r$G1cuqPMb>?lO?DB4Awi6axns z$0EC880eE>mPUFq@L@;l6(wuJF>XoCRpJc%ERXYCI!;HFz~6q64|E*Mwr#svO^4Z* zwc$2dbQo2eFaNcV4lPfo1MhawArtRleS`2ym;UDZ%?@;&$F&tJ&FKgUlm05LM#mpj z2c01<9nQ5IirU5KU^lp>T_yaoCwh#vrH6(&nP%6`8wr2B>6PI=q~TiTlv6&@mz5{} zy!YQrL*{Iuiu5`fj=x_a(qT=5-J759&#2Mx?49GyO$-|5pWdD>|DK8sW`!D0?@(b9 zFID3fM}^FMx66S<M=k{vy_q+U3a>E6D%J!A%Q|d3jz6U!ZJ~asWD*4>p9|B6A}I*7 z&{1yiCFYM|#Z?9rXdUCrFAyfWQdFT^+(-06jv12lk_`I3{!;rwGH$iaJM`xe8RcH9 zjR&L2aK7yxeb1MStve`IS*yr+9BRm3r$&bQkpxojFA~oC1s6a6Ktl4W0NtlVSD;|> zA?+>+^Vj^jwVUY6n#78cU3nz991Iy)dz=Kxjcf7+LP&@;*={l8_P>AMBJ)J~iL5>! z*G_hE-Wl*AX!ms5ftaD^+dK~uuZMPge=@4ahxdiaYhIFkEIV_y)0%M0-LJ9POc6dr zsZXDT%;Cd&^N|&o{+MBZWBAK*!Y$1XQg1{u%#i6TW}u;Kh8<>K@6EqrijH({ZnCy1 zw8R~xLN=HX|Bnv?#Qqqgv9ea7HOCm%uVs5wRE+WEi?C5nr4gpK{y1|a&<H+n{OT{h zGepN~?zi)vhA{AmNxwf}Ky23>zjM+6?Fm+1GcE>rO`3(=gg#v3u8mJ!)yG@))r*RD z=|lB#g8w-UeS}omGTa9AVBu)nopoIgF(RTbCX@6~y4f*o+g3g7dwsOtOji%{j^8f+ z&CtWJ@`bnE&ANyQ8~>RRt_x<^)8)5&bP!y}3B2#41E-ja8y-+}@bANXEzK?3D7#{@ z@(W2DYwV&s^=@im>5}mIn|NASrOoQ;x7S2~<nuFTGa48_FV7Z<*MMFzYqG#k1HLOG zOU>0a(C3lOyUNvo>%B}`#bb3Oz9o$Z9#zM)ggMayE7WmG#6wJ&qK?Pmj`!tXse!&m zT;s?QHRxGPC`qx^FdR5^?f$STe0u%r4^*h)%6o?^VJfN!ta=|Mkf8$q6{S&Fr-DT< zSMp}$RPaMfK&GHp8Ov|G{m5IYj1P&;s)hqfsIJ<0Y+bSv47Hn$UqcDHj78+KTt(bp zbksdcTM?H9eJM_P3Wz!>wset;0@f?NIovL)fTe+qmv;B$alP%6;`k1EZ1r2<e?m<j zUs@yvjjzf<K&v5*NBG5kpXAN>99eu8-yXm1kPQAFU9;_qoD9V3*e6a#NaKZ25_7MB zG#X|De^#B7Le+ihrbuZisFXf?VVWaJ^x^Zt=?@YpR5@`oG+qL`%hiAFb&>!p=gHfJ zFT|lx#of<x5=YqkYu}8R;@Gv=s%GtH9>zEKdnMoDVX<6f#^`Y#6dFQ=;mgA-g$LAN zeI71<J*Rm59~Uo|>^mEIpNr$7UtbF6aM87GZsp-<E<F1uTK{-(;omBp=A_5P)bP}v zehwFJ#LmdNj&LAOvSE$2aS$Q*aCX%#4iXB-N7_zs@R8<Fy(Wx<O4U;5h7}wLRiA9w zZN@?Ui`E7gZ4R#8owxO&C<g^9lqRR|gjc=@uv?$Aad~<3^Ft+U<WPTl@z1kSW&5^o z?g=*DdW$+A*v5uLHecuW5;o-jnvNe<Cp@EFnKLfHM&@O)q}%}(R$rEB^J`~eXYa{j z)mj$5bS_VNR6sZ-|C7?nL>8PgxOZo_v+&ivr}IM~3*3E5JL6Wcu(Y${<|1Pj&NMpq z-=ne++ooi{<qs22ZVPCN_b{Q*dZ(tXfeEX_nWR<uOq`l0yw4zuiG!&|cRQk)m{l*l zd?t{IWq(#I+3m)JKKDd&r!3)}%NLexoM0e`CAO1BbVfE{{=iGZEqTZG8lS(<0AF$M zIqFdc0x$8X*8&)DF!|`IZ^gicuREi@Dl+i*Bun55h3L${-AJ!7!XuwL-`Wk+;U2Bb zp4(0becM-!7d3P!GOSWh-k{_A_`46APSarkGhh2;I(8Yacr?9}4%5BGo1^ULD31=g zYNbQR_&A3zNOY#W($u7B4jotSF4H+ROt_?~xG{q0%mSxxI|APky}0ilZ9;hF)1<i1 zg4;9{I#)P$<<M~R?w^8ZSu|`^ySY6+nuZ(y`f64M(oi0EXQ2?`8WYWv&20uW?2Qnd zNoLXD@IJ}m)+80Bs--$BUQ-cX`=jK}X(|>*toY*?L`BR&Yq=jbRNPECBbFvXh0$2N zdIZrS)$6a*`=3)lDU#00%%NaXnKHuPOF<6vhR$UR3Nl8oosO2H;MDy~g^W?6FOKFJ z<<(>?x-X-;`7{}Zdz~s(<H=ZSY#{zKkc<`M@qao!$hcOO_&r{a3_)X|rPiWkv{@-! ze*caHyR+i?&96w9t)Y3vULwJKtM3W>|L%+2FSg{p6VaDLd!mo3kYK-y#&Z4rKVHdE zm)74)_+x?hMrzRlKK}YF&R#QP2Hl6>mOL0TLy_;YZzl)Lz|-{dsv9&z>!9vvcb^$b zmg-&09yNn;(L4RNCNmtc`t>V6#0*T5spKycGguie%UU{Oihzel?`Vaa;#|tsTYeKJ zDD7J#SRHDD>#_5c8=o7a_nNcdpWVj9b!zDvXRa~Ey2Zj5zB9rJfg~m06GmvOHD_!b zHH7Djwd>k)4DrC`>_m~9A+|oxdHqt#5ZMOzGtc}rfW;ljz@@bY2>*N2Ypb6D777}q z+G`jf?)9N5he!H2wrzO-n6o|vN^gC6udk1jH;>m=3hCpXMu4F2IX$SXFyl+@(t~aJ z`(Faf^sxK5|9wNED|(w*J6!X0vHA#w^U7HlpZBIUfB2?@t7?6sWf3}fvej|^p(br4 z25Zeauh&M&IZw~40@^t6%7^+VQ48jtYVi(rn)r0L_sRJ<O@u1-|GT86iADwUV4VjV z=pCWQ2rSV+OZvKVI|!ddHQT@B>{Z9hr0D%C*y`}sx4XTmT@4aH=83qasG%X`@zF>H zH83<?8mPBb;q~a(hPXIYxR*b<;S{Wj(dfo4IV)75t0gq{xQ6h_zjHOmuBu?H@Y4Cc znkq;&Evf9UQAYfxfjJ+vl#!m%ygW@*8S}*Ad2`#9F#5ZdZ|<lB#m|YJzkVuW^OS;e zU6vx)Uk`}U{wP3!?^S$irvfIbKeT&GD&XLYZvC!4d5nF3H@PKN9t$tFSX+?g(PXXh z{$#Wq?#ipu8zkjmaxLS>h6GteotvzR^pb^%!oc(NI2oicb5EbUDh*8!eb-#RG#G1z zkA5M1;;gB6eIP^%H$NXUHGeG$lZ)rJ%sD2BvK1b|=6;gMyQk?E{8s{P269dr$r2cg zcwM@kA%VXROpDn+gjd+MXA&-m<BY}Sm=$Zq(fZ(yrk9*JLPQk9OaJnKL%A|)**vry z@G1D=!b9zz#7YAN9`v%6I&aP8Az`~ti|Q9H<QVmLRPwp_>R_$9Y&#dVr_+D-xN#9J zuu(xzm5U1!<W+%V9Jrp(Z)<JhVE+Oc<sD@ll&StPqUCZhwESLCSQO!vH9<)hK^(&6 z48aa(qAL$(`|Pzi=$k7xG|J|neB_i(l`sdVZ3ay&``93tcE9UvV8j2*TIc)<HU!oy z4>7XXFb!FhTCj%=@64klCvP?~?(3d!vLv?6UY+)rW8=di#ivqaHrmSe)IJ(!;nm{S zXx|PNG{e-51*%w>c)0QC!gv<sAB)ee-Nb?pH-YWHgoVG4IZHZaS(t8Ai#axrg~jjs zCKURZs9H8qI?~3(5t9^;j#o^WMIL&3;5HKlR)!{?mx+GdKX*v-1QXg>nZhMIh<*%K zD0!}7f^;BLhHA;gj~Z@eJJFMbU6J*x#uzY<yybeohJhbCmeh!w4A4E5{Aei*98?m} zFWJUGMFU{v$UvF;jJtv*1CxsRNney1D5#P;Sj}Z1bG$~&hv*6KLPT!&D?0wIdXkfV zmyR|&;T-=9bllmTZYq3$4&m)X^M-cOq586X^uOmB2Y;R5q&gFwS(0J4+?0;n>*TNU z6p7x*XN)%yUWu60GcEc@!>qq^whPgZkk-US%m*}hE*dGUzd*yKprMv)Ckc<_rqsv8 z(qPHr*{lsGyprMZLfV^#xd$d6&n}~3|9*?5xAkeL{U%!!&7(o%to~sSVH)}}8m*Hj zs5m31dZLx^OVu4GuiP9eY6SL@J@*hjIW4kBY%LW*-yGEYtf<)4drB`&h6=y2-b0&3 zsbJM<b8SZ`=os|=H~5SKjjg9+HfK>Vo%!^DQyc|PUH2JE22tR$cH<km9|gvZOS$Es zpmX5$;gd>)bCfFmUFJ~WVK(=N)E6>7*Vl%AdQK+Z7o>ISDj5e&hIIXpli{>>^qOHf z8GT=3J^!pAx??ExI$ep3J*gkJZ=sNJ<9EA&#cvXJ-MDmei0IAu!F8oquaMw%B~G1^ z_dkB|R1$gPRl!FrWp7~PCc-Og*Mwy=`S==Vnx0QMWN2oSUNg}Z(bcaxcl*t-dvZp5 zq}dGVJ#s12kIkTy78u1%Aognr&rKFL!(Pvwsh9jr(QE4Md`#06yN|WUPE490sQGw6 z$3hdd|I~XQ(Pxa7&g;MWB8;(g?fT5^rABxtdVs@OZiK4B_xgg8M(`Ecn^IV7h#sfA zXD!bdV#jJ-p|4(sV6`WAHpv=dv+~<}h9pC@8*P-F>Ndcae=8;{YYcEsS!FsP-T={a z{$zF78Q`g2?3@i+1~Ar;czSq_0W`I$2PVGi!;KNqviUUOnT8uf)4}?9to^$2vk}pm zw2WZue|pHi)!ks-tcRt}Wg4#%^)R;7G<;x*9@xLOTfF1yA^GAFdRDY9Obzn&B3J3+ z=AVy4UH^1&c<v_qJ^OTEZsB;Yb(IblyZ3Bq?bU{6+Sju-1=_eP^WfbVYi-1x(x7Z@ z)&e=etBSo<3#(VnDX**0#0BZy+agwKLVA(wto<VmJnCC3Q17n+rPs}7jveZ7_Gs*r zicm)_>4c#Duo^mN%pa|aQNy9dcRod_s$tpFBW`V7s<^OtY=Zw@6?W>1?`1ct;!WS1 zqj@DNP_BL=(ygw7g#0V3Ry|Wjbb`gwy%&^mEK6#SM6ojVoly4v=b(&MIk!DbVP(8M z()<2mz7lRGls-(6Q$n4S$eILyMXXHPRhTKLh;!yiGn#P<kQOw0H#{tlnOApcLRaOH zvyR6L=gVW=in-K2L3w;?VjeClkVBVRzpVd8IS6f=6sc5@gA?z^*W2@C!FyplXgMr{ zq8MI&t)>hlQM7Dhurv-|ml+M4BaPQZ{Q+@nrC=t%EM$(56w*$q%>Usgi6uk1FIzd1 z=>GHBZcU{Ger<TLtt(Ih8*B#p*1Q%+l-Ap=nhD~#D7<!}+e#cur^=Z<0^+zZ(@@eV zD2_ZAHH{;~JU9nuSxGhXP-l@*{xY72592jgn;d!A<l#DTWP*#*!@qtWsp29m+QX<V zjf=BeUDrBp<H9X_(V0!gTzEH6r5~Q=;CAz!3H7fWTv@0*c=IU-9e;8!2bOT~*wiOp zB9DWgCu1+ZPUb-8=fuY|v4m6Twtp89y?J(c-@>=cIWViUTDqT4^rrUp+9{$pYHT;| z-d{vFVlMNSePKh(>)oyQ^=uR_-&&V_kBuUI&4=!n*m%&X)G?aC#`!6xoZALA7_N=X zYr1SC8t|v3#n`y|>b=dkNunQ>oZ3CzEEKos=>54vcx0EN#=(;;r2Jcdevt5rcTV!s zeM?z5zU=5Kdu<jzd;Oeqn?$@GHGlY+APb3VbAP!FF)`(?X-n^7VwBHHt*>F?a4258 zUSPs}+T+vQqfFQ<tsSolV?qLUX(c{Pe1Brci*{wg;6_QOp(ztfEKh#n=`!(RssGqx zHWM;k7QXy`1{w^1ov0(ab5&9<?Hu8k-zP^zLvk6o)N^!v{$U2LmFyb-ypw^%4}WyR zTo@=R!Eq5y297=pvaDw^pkenaDRG*PhO2wF$#u{%^VKtWppK3kzm{COb(4;%=Mm?; zGU%|d`?ZoANeAh{D7nsyj{BFce2xYkDO#S_Ty^P?7M=}}lcr<&g0is|K{_6YJ!mNS zNyE#7f>*W?-ASp{xNKiX!^37_b#gHc754j--=3x+DCcBc_I?_;BCErl2(Q?^KdvqA zMr_+P?jN$EVQhhy(+znV+Vt`>g67j;ez3^k^dJ=`@1CDS9TmDmkAnNJ5>D9~E1nZe z1+VvZ-oiChbmi_V5woU3Buwt&M-3{R3g)i6M4{rbt*o&1HwtbRrAM<GDTpeSY#OYf z;L4pV+piFwSsiys%ViG*J713~%eqpqeL}XcLXCpumGgym&ZFSs#dm+4ev{FgmiAt% zi|7Z>r@Zz)8Q$OK48)|6;h?V4q8>oT``*vwauYIYMkbFKPLgn7f2Wk==l}h4Fn)_e zP}XU4D2AO7)66nQ!Wdoo<u5+=to(WSc>y2ZXO|h=Pvm3t#?yMSZG1eBxAE3q%?GV_ z;Tt_?K00*WA*RlUT|`P~cdHqqSP{P(ubLswepPMI3Ns{4{ac`a-V`RE>_&>dn&9rj zL-)hBm_U4!W_6~Z3A(9;<jK><_@w^Sci^uP)N>cuzbiIEMZMA2tN;DJSR<k!ZP*Yu zX4R$MB^aV^^~v3;u7>DRdDLMgZiuhNt>@Y%3~(*IV*0^T0|aMS{IJb6088Pm;<-Qr zXynD#@Z=0Ie`LeF{bTxYe!Xley+R)n0?PX>)ASL-H}13Bq7UhXTdusb)JLq+tG$La zeRvKievYlwL)A&=g^x1yux*#~=!JE9P!zE7>XXpJf*nWZ7We3)^6N-wMwl+fiZ;=9 z%<4ey#Y>0x1v+S-J(%GZqC@oS!qAA64)$+3UfX>`8~q(CKWi9k<7$x23(FZTcm(Zy zK)bI6ksT78DibYuowaW|)~bn<{f%vLdYTY6l})~QT?1Q{K04cmYv5}@`?p{r4J16S zkLq5hj=6c88phwK;e~~z@Trq(pvlz4oR(I@j7)s6LWC+dRc5N%x~SrsZy~8%L6zuP zUiYqS73_}=KeJFr1vB+&vEM3`35UcnLKKu?@gT{yepm^^NdiBMS12LX+bUUfN)dw3 zJkFhdt%%zqQF{W56_FhA<!8LBB7A+8=4e(ZV8{J~p;?C%@LVx$r<bh)Qp6e#b2H@e zduh~MS&BUR8NnO=yWc)>;E0;gVZtv*izNCS<ZxIn?aE@Z90uccrd#7=G3G3Nl`$lP zvTf}_q<b>Z={$TWv`-p(X&ZliI4O;dCh6XSTGBY-;>_hbNTKfSzF#x1BvI0H{Bnb{ zBrNOWL|0Tv;G9CZ!Xi-#3>()-Z^#lyHa9idfGG}g>q5bLb8)=2Pd4@H<-zA+$KA6f zJnWViKw%6IIgd47FVo<mU`a)EnFtTZ=KtNXX^4y4K`e(`HC!}l-);)u&4qq)8M|aD z7gN?nCY2;Etkad*M`kz(D;8MH`^*8aFydy`V-9w;4rVCib8u+wT&@4sVF}%R&-%?F z4iY2Mj_Lbz!0%)<)h*-T2|Lj{!;%BBveL}IEDj|1D00uwvT=9S(od_uvC)xjX~KHP z#-8)bWfShO;q*XEbvl`i(Fpg($I)z9=!N>N_F=<%MRoQsTQ>BL6y&9-v*G4iQ7Av3 zjil!MQ&mGO%$8f62y0`({DE{<U@8mmR|fNCBUw0Hoau9V6$=N&_Z^qeV&SDN?@`PQ z6OE6lZ$yZGh^`3VS5wc#mR7#;e_lB;??%ANTqb0#bzb%#Vj^B8+wo#3;gfy$e;?b- zMC^!vEY*UE`#%L;=4uh$=y|m}Yd#YKJVlq_X$HVDVpt3^@WM`~Vc`G+lJjpZt$4sd z%)`ri8}k`Z*T^jUwx5A5&R^5=d>F9tbZ@Y>W`GsZXWl8tK*#3>l_U`cWY?yYS@hGf z^^Ey^Ru>)WIe{g^jdX-syn5L4gpQ-GH`;>F(oxy#G)MO^9p(|m+sDG_xUg61%>!@Z z_&NF$C!Gk-*zJl9v!tUd>%oAw5*@3jRBdXfX^<RmnoS#^A+y_V=fO`j6gK9r-QG%r z>SS)2Q4I~Yw~B_QuhGCb-W^+=PD6g;{4M{j8`+dHS3NR<h7TLeIKDwNxcwGTbRt}1 zEfQqSbfDqfh1|r~S~SdeI>XK5((vLBXH(c*qB}8Br^*JX&|mI#R`ezneKuiQr}k5! zDkC*yx}1usaPF2iB`UNWx5R|b5DqDhiZSb=AY^YQ@9ljGgvvBOh9y!ke~#!@eh38z z443QY5MGIsz0~hGMaJsr_FZ}dWbk}mJo?-~25E1<`=h&L9QnbqKbucRZTh*plprz^ zF13k1HzPxZY`Sg-i;PMosd<<p;fWmkl=v4CuBz*DJF7`}6VD9cmi+&H8D_Dfx_bGD zoP3^4?c*afSbJ<$3o%`TpG?;AF*y0NJ=C5Lr=YF&TMhX5Jp5tP<wblL=sVamrTF;x ze;B*(cq;$L|KmoYID6WAuXBz);@MCkMWtz^figlVDrqP!t3?r!hA3&sCW@pXnaL^{ zg(5^l-|PL?=a1h%zrS9$*E!eu$GMLC>v3JT>$<qIX|sNtgCVe9X#CzBE;dW1KNp%~ z{>KLuoiXO{I;d-(ddwXEf@53fIGH0Tzww!gyg9Ds&zzaP+zeTR`~i~^Q`G!@^URfO z3ZWAb9trv;IPN}p?Pjep7HqG2#dI(Rdz;@}-#<jZWam9S(`kg_Q5QNrzzAx&{3$pS z-J)llu)xd+vCAab|Go<lmgQW?dm+Gw!abh{uL-brG*abV7%@f+kPMsz$d{^9<ZuMI zMdsFK2?-z;J+<Wedp_}Z3OV1H$;TBPN#V;Y_|Pqk`j92h$EZlRpK&b@!B5V8x{=L8 zfAq4+KhZqAgvKp_I}fDBq0K$&Jf!&Tk}a(^L|ECs)z^azvGeJIrv3VcczEZA>a`>T z{OC;z4pugR;1o&M|FS;b(G<_Cn(4zaO>)sODSgcUSMu2<K@YPWqAx91)&qY-`=YKx zy0ETfdS9*AL3_j{mGw?KI1qi*Hvg+O($>m_HyqH$qf4tjnQU#SXC8{*S*L}?N`H+` z-qgZ;<>GY@2xp#dZ;KHd)Wizzu>&FLn$QC6QlOM3?zA<J8(r1FI{P_KrDtitf<E(3 zzDOOmTb7!xc2GzD>*bn<M%3V3{7(7p7B%>M`|h#wg(@ua{@vlnt753lZH<1j3f^j& zgr8rgf;Ue@hm~AaaOH$s;5jQ5IN16anl4j@hOJF<M!OQ;%D**s->-x<|6-&sw=06S zYgL5C3q^!nv_Dd{R1uPjLszEy2v?3Zxi4Eubjzx+gdtG{P$jlkuiGt;T}_|;oo2}+ zz1m<%_>de1>>gCd=*eOKnh2egL$X+?!@HSIk;RgUa|O%FWw57Z)n-bV3~nvolI2d5 zK^4uXFW`za-f}(5WAvn<;+=JS{}2~yQNM>~*K-k?b(%xF$i*z@oTY1aa3NYWa==ub zi)f7uukfE7P;<K{-q&+*hE^!H{vHP<Gm9;pgE(;9qqVNafrD2gjYG}`99TG({d-F0 zz~SbS`4;_be9SkbHP;i)7})qN%wi+M|Jb{Mb8NKxC;Rz^veEFpq4K}$BnQs!?X6hK z#*-)oPYZQ6PBWBxLPuE`{!qbVwXo3Z{BptdA{OzxB3T{DWx++HGjCBE3k5zNN<U7q z5GnQ9KP8BTmQ$(Lt{yB{Hf?$F*@lISv$Asi<yp|S>Tjz5&V<zZ3Q^a3CZbFK%pJVP z#NMOh))9m=r+z#hwL8Sb`0uz=a-mFUFInJ~yM~EFvvWh-&6uE-f7v!DLwrtGl6;bI zC+6FLykZ9fW-7Et9nTra?KgPpeVqZXa{`9d1qQg?{l5lwF|b(vd%!Js2Be%KUyulA zxVjfl-;iQ}llgYr)+stfr#Gyke4rzHIwGyQijGH-QZw@|5Pme#F3*ah<Ad3A-G{z( zqy`13YFg6aWS+IKf=$O{f~Z;!nU0*HX|?mS=@@p5DN^sDVF^EA|420rcVGNgyK|q0 z)bp&AEy*-QEOVP9dw_<U8|TUW*hz!&AJ11WH_%}CF?`~tGx553%7Tq%G>}MI!RG2T zoE=_qWMmEvO}$^UTSaKFHMns$gy<E={)%DUQYyNmT>R$dQXyoVy1V8A6$Qt5mH)ZY zcBb#8&rZUL7j_x^bySEetgR8YqvH3Q^M36-Du(l`KgV*ZsEVky-XKK9n-%2~d%7u5 z@e6h7PNSeYZfES8019~4?7b596l9;=b~Qwb0vWf^;193JIC&}bWl0_xs^qB7{TIk6 z3n_T)c$nyrDZEkNPKHa|j?&J>WXPY0_*N+(V{^zByEr8>9F6F4#$zOW<o#PL)k?yP zGvA`l+$6z#)ipiGXc7#be*7Ur^vRZA+gCI#CSjh>vcPyX65NjRRo2fXVb8&<voIxv zzD=_i$_z+h)A_VxtoHxcm1eEX3x8Hyg7UOsLfO?4EF01Kac4^ePE=*QG_%B#zj<XT z(-uhAeAL0cZ-KVL`R^Amw7_<H$Kjhy;`RJXB73LIk;Bait?D<2RI`~?{Y!J)AqkVm zlFc!ir9GIfW)AQ0w0OUlW+1g(J-hLQ8Jh1@Xm4;cL*t0qmW^$uu;Pcu_W7B@VU1V# ze3mKByljwD@-@NQ0Ifbv!k6_qiBJ7ajIrksDs6ulVbp4}dGS3XT-tQgcl914aPEG) zW@KUn+q_tpMM_3+vicVl|5pGD*>dXhj{-=~*`CIHAV6L5uV<a{0!Tf}`m$@Y01jq< z8{e7=5cER&i^vzkk)O4t9fT_+zne1~o%!g!eJeIkkq=jg$b&uAJb3-PSUCGK59ho% zp&MOz$kqQTa$c4PN`b`6)g^|g)X$K$*lLJ^E=K)ZmLVF2_6QOR3{VvILp@`;0TRO` z{{3#%$E3%T4M`#T&?)gxsjSe$@UpN)cem={VxxZrkE#btsbm}Zhq^euR?{`dLl+AN zmkkt3=puXJqsOA9I#A-}Rjvxwf!g+<SgT*!(4I|d*>qYPBG>nJu3AjY*WWDtIY%4* zeNOWW3bo*|Xs7QnGc9Q8^aV{6Ya&)h+<8b<6Rss4BR_I9uzsdx`WoR1e@WsN?@j8^ zs&H13HBm?HyaA27AJpK^+gO%(OATj!EZfZRR0CHy_mcTaHBekjT}}wpU@N*fqpeC6 zt#_KAZIVz$cckit4nq|L3}oJ54=Y1yQYA(vO&M;*6?r0bWo+Ql&tHG81g{4^FZ1>( z;l5LAjj+5DSb1_+_U=|hoju2YpM)a#W1{mD^b|0AhO8r^Ee~O}(LcxE$wBH->7D3p zaxjZL{$cB&EYALW&tz<tg&bQmqM}U(tQ4ck>U0@suHbxb4UmDt-{;4U%g7+Y;B`dO zXKDC%#rKtmN#o?Vza6bM(x7dZ_?PpCi=Dgs?tFjA#pzwHg3i-i7=4sEBjd(}N~6Uo zHDxZo^X{c3&Tt_3IAj!4%E6XRp;}S<Iq<ZUJJYt31GVR_F5+?=r1Tuy96HHHO^1XO zzOYfgUo>~1iH$Y>D+5z2*f?7_-ni@@8~3!zHvTxz#)Ua3c^$*X_>E&dP62HEKKA%S zhcg?V)fq3Vh@LSRP>-}!W}~e-{9BDE8)u^3DQgB<c=CK6v+4=q2<z?}h4U;J$Q+t= zbO#HCvkr?+EF`=MzbO=`$ik65_U@F~EOc5nJ$dtuiQBQ&qS2j9^ld!uqg26!TVv^q zhFeTjg=Q<7A7J9$jEnz=O-wW^B&6@KWr8bte5Vf4G4Cg$D_iMId}cV(*8gA-`)}z^ zp;iV8eizsJ-C}^rHd$_*$bh_2ZFPzd0}-KbWj&TKppqea<)=0S89DWKZ)6xaZv0?# z8J*~td*a2>vly5xtgf>8N=Mtk7|Nc|@q^l2d-gsZ3lqh^uT7<6>RFdBJDLug{ve~Q z&BS)`-?LXPrsGTFR((SYI^IS}inYtqA<wuXd2cQq^YrE^28<HjQd2WqtDT1OZB6=v zl{CC-DL)r?g9fB^uZy}$gRi}q;gXXyjI2*>pZ2FgXz6*knsqd|ewSKt(T;}n9PXAi z`b6)XH%Xc%eAyM+V{^EJihRplQ|oFfTu(00`jAeA<Tby8_v5MfS$h1wcM#!@cg2v_ zdMXSJ$4^SyQ$e2ko%Nhgd`{f?Sb;hf43m$2!6YhFca*N*OmvD|a+mFaj}!#@6}06g zQqXaJ?)CXTgfsH-pC&;;P5&qPXF3$LUW$~vuRuYLWu;oeEDFxA4%T=6@A^q^U$RmI z;m6e_FRmq%;Zs*g3f)h}4}sRNFU!cpy7u?xtpARGZAqh@Ws`Ax+urRf#!1MJ7G`TS zl5o5uYvK~&%dZKulOd-`h&ZuwA$ubU8~b|x)f3$^$NAf-G$j%iZ;SY|l<1aAsX>+U zAElrhz4w>sODP;z?H?D<{GTr-E$()r(pK2NTF1h5z!J)F50VdDvBc}cp^M%Vu1J=g zWY`y2K=(w<sN{MJoI6$U)7!=ZxsPXWoh4?0ZHJ$E`SqCNa@^bn)Kqi06=XFxT`-4D zWU9o9M02>?&|j*pAv)&g1^W3$Gt~T$I{Pui47m%lkBTRlB0=r;wRZ-lV9ip$QJ!gn z+k;ycSZbTV<ET1CCeIjw7oIvU7Z{^%{hEI+Ek=-dkrdv#-U#aa^E*@&jZo2Fs3JKf zz}`dZS}_d*s6GjJk(?($)WpZ}MbQFymG3cwy#U4C&h_u)1UO|ooVve{kBr9+A)}Z1 z*do!V(Ylil%YEa$y+(ZG-U^ewF~Nh_EboVFT6x%K_hZzP=#=yI*~|5}^Kf(F(E&44 z9;Uv}ozp1JgG64%W~r-&2+~%R*S9i6r)&q+qtXCd{Q5@AR~VrEe&2z!?};9<@Lxq* zr4NDg!e908_3-Wfsai2RJ#3axw)K<IgL3DM+jp+$qMnys_LQ%Se#)mMvHdzIl0xMQ zIUTgTA1F5%(Z<{B*3ajLXk(sdY{A=6E%@}TO|8k%0-yQT?U|ewyaF|aGOuXj)zr&y z-Hn=%8&Y!{|E7WEJP+x&%^HyZb!+>(XBznXwd;W7E)7(8n50YVYrymU$CnsUM_pCG z6H^Oyq#t>qc#r556k8^(U!Vqyry+4aKdHiRpStUY=c<@L97{UmuZo1n+md7+tDvRp zb9=m_3OYiv$K7;Ppb-5<N#e6I4(@uHus1;&3rBmd99X0bp)S*pQ_V_fzFeXsc|!^9 z=Eq*%gA$@X1qE1YD}gPTFjZ?(#0g>7U-ssT2#YHT@M}=OVWY=+QVa#O=mzX6jg`ma z6vOjpKgi+clU-sP*2_VkvuD|!2eM%N4ZRsDCX3I`vcgq_FG<1kbJkE~V5TWc`tnm6 zzi*l}8`Mc-QT^oQRc_Mws3RKIGD{lA_or8NJ?FyGZpl8W3tYH%d~kB~<)YXv=I~`J zE^dXfS;e!t$o9OwqKW90TKiqo+wOC)ueyDvIfet*t@natyg0aJ80&rpgezjn8}&3f z#P@Ykxt_#9xx7xc{WmshYmZq!f5}GAq9Jv^d^SqHMW;_(U?XN?DlzQ{8!5RV-LjjA zPPy99RI-?jRYQsneuiv}?sPiTOJ-x}%H;AbLo7H5hltixv0$REsuY;RLiw)We}A23 zK{cS_>g_!&Y|%-1q~yXvSaSZQ0A&`kJJUb6k27(kV7xMGkckev-5H@ROnAJr{a&8I zM54^jo%17^aFk}qzw}^Y^+m=(R~y0|uc0PAeI`01e#n;7n5gsV`Fd{-6S7>%QQJWV zih|#q{!qujv7{5%s-7_5?D&@(n#F)f@2G+1Sq2`QNb(cf%Rq;=1^2{iV!pQN&e0VN z<mo<mt#8J_+F9BP9fUKI6&|z=qjWSc-F@=!J35B^i$>yd=}@vea>^i{4pY}#8^#aN zansHJZ`KxKyL&N%yO-0^KQMWetV@Tx=cl*rTsqtge$G4bmxkN5s9n@Y!>k`Y9bcZ( zu%h9v?)fYl{A#a_#1pPC6Zp0MmuNWE_2#xJ(J#x@>INtwG>j>-y<QOgvh&kvi4Y4K zwhl_)-(Wx^*4>w7<=HgUa0aJZ{!p>D#p(62ZYq}7{F}eJhH&CUcLnzm6&kwY*#$9F ztdtK5^YEvFu5P!<%7Y5wd0B5bPE>p{{k3k`l8VY3jn8vcsL;uf>pLt-g@c-fO~nia zEiEa$<*zAdvs0|^Nv7b?Tx~-OcM9G~?nr#4MS*bR`FZEa6xhGHt}*hA46$!Zp1plc z#=)L)&2++(y`d7G4!g*Z<HPx#4H-RNHo-~%b&7oEUF9JXf}gv-E2|<w=4a5lvsolW zM|MsuI7)(c-~%t#b`tsz#&4^&Az{49*8aK<2?1qC+fH#w2=Zv(z3i71jOJZ36>62j zPn-CZ;a5^{H@DWSejtTo%S&eV$4FuEm`r%?F)2Lm{IU7+ek-JxMjY?<utLtxM9RzC zmasP$s~)MgKyRqXRNHb3U}V3>Y?1}B9$dK0q{1Bi)0?^j+|5y%<lkszW)4f~$b$jn zW>9Phb@kY3hUq(JwC-z|;bCQBW&zP74&|fAbv#Y+_bG3C@HG=`+_C>x!=y1XqStY^ z#v8*b!ADadYK(ee>Byf6Mp*vtu==AdM(`4vXJoS02zUQ3cQ{~cgsyF6HCvR8Fe!Rl zZ1SG~vJBnT3mXNvA}1CfkS)NX9lIws>=j`3^FAlhU;##v7U;HIfS4KYq&a*69*UV7 zjED;${6aWj#ScC*1$#c+ui;~t;rX;x$$Sj!vOiJX_^>xfJ2*+=<6+d(`L!K9Bps^y z$bQVjp{W_Iid{U=${Y%w81c{$>u{M&;=v$YENFhZAqMVT40BO7gzcEDtW$~s&g=@# zRSz+Mp|j##uStE(etB2ID?=ZvJ`S&Wq_2;8!b(S0R_Q@>ezwlC9eTLy_U`_At{!wV z`9_`Px+rg|zjbb{E|Rr6?KlHEP?%kNn-`{ooGUWF1;g4<bxw7h@zaJteCSKuv=$ux zgr(g|*TTZu{l)eIE!@hO{L?m~i8Q;#JKG6o9C^jbCATzC{<!hp32O}~c^&BYOH)Vc z>a;RTt~xXxG6vOOs^NU}oCo_o)DXYkv@Y<cDl#|^iW{O;@$w%zD$Q6GJ0!l|HX2ev z%9x0e!BG|b9g08YHD3i+yA2oops7I4$NT279A)@gi5S)SDWj`YXxX`?%7{JVGDKr3 z<6eMIi)g13x|1IM$r(~YfFC>PPQDT(QgrPXY*&JCmgI0+xgtDf$8K9JrU=QXJ;!Ro z6cF!P+4_E|0`dK47W*BOhg@q`$CF_>2)aH{g45;j#b8Et)Lssc)w<thRLMfRqQi6T zaT&ZxY`fISlfmMWdm|MOq%pqV#H}<>8kas8WzBMuhD+eMmO4io4;(3C{$IJ+dbfc^ zzr;n%$ktV}*Ab)BsND8Z4$RkYDZE(5!SG7mEA%uDB!w^8ymjK>rOyNL>_r@Kmhb=f zh0Vdm7qh?n5xr9KOFwC{l?~m!t%}tz*tphYIc$|f_|n`hl5&&{!)>q1SYB*Y3x6_d zcVR=i`e)c~Gd6-dyKft55FMjXU)@4@LghzS+?-+I7UNZB_%{~lW9Ba=Ua>G0Sfco! zD;~lsv9z-+$j9Fd$PZ`XLX@h9vl|PXEuN#l7qM{ie&A%L9t+b_LwU4WEJ%~a#?JOI z!LI%u<@}lnlFOU@s!y1hn^DB8zrlo0ZIit7VJ6P-e*6FNWr93edm?B)6VJ#?jmYXu zQ1lnR`@mvC^N>x(h7kr<JpZBJRKq~;!5*VW#SDCXUM(=Wz`%#meZeCk43r)9vFPz< zph{piczHboNA|ATWkR^ZoFqFG(HID;oc$<xijJd(QYI4(bV#i<8_zGM<LuyOHM>MQ zV*gCt?Ab-fo8?j8)-0vNczf$_4Kq3}KKQ`yQJ~}2kVNTaQ94wc(o)ur(4ZNz;q&wx z8r~Eos-F3;Ps$3jaE1n><w1tza2nV;L0hk_B6`OEliSH9G@M<u<guG6;mo3$G#Mot zWE6(721ztLRCaEEI!%Q!hiQJIkBU=0|E%rnsBj-&<~BEv3g-$xvu78nxIVh1^u!@5 zhAc%?job-eMBcoWSVl#zP15DBHdL_G?St>BQW2D}<?~Sr6>o3aDP&Djz`K9@kaGhC zF2Z*jzCWNKuhI6(;{*yKJ9dS-5xuhTWWz2ITcTSsZk~uCJozfym2W;o#^4fm8=L5p ziwiGszE+W;!n^-HI+2Xt_-j9cPm@tmS?aZ6FBz$7_5B8(WIQsp3Ty`%)UOY$H;It3 zuSp@)c7%jJNtN~NRuZm{`)&R9hy=FB(tTI25zeI5-AcSbLe;@DVh5s05G<GU9$7>} z-ib|8v2r9(yd@LeW~6Y08zn0An&_2Fce@9Rr4YW8Iy9Ls1%I`m<C!y75L(VTB~xdG z!>#FDlA;xCQi=;sPgr2~t{EHeV-^tG`qS!zw*^ifviMdbZGqxfd^^Q5a|CB;z7=?y zW4d0hshMVuqVd^Qj?-pv^>q&xDlo&TCGpBfiDdX8ST*coVTLa?_fOlrHAQlf#NUE7 zrf_~+J8hF|0?l(<v?G2S<KV#`s-L2bq18GbT_bCZKl8Gmn%*~pueJ|EXqgd|Y>kAx z2~Qj|LUd1l6d>zq-qfWm0i0E;X2)L=pxNDaFZr+lQ^gUH$?gK=-oDXpDI-8z`Q0D$ zzVMOKG}oprkMLsBJpTSBKAt9T-`45Ghf0mj;aCnIzK!Ok%g1<Fw_sOB-~}GeXg!V_ zSj~gc*{h9nG<i71=vAb1c^H{}tV-#bAx`v-b}4T(gxf-w8#`tUpz2;fRC>w)3L2$1 zj_DcT<(}U^oAUK>c9nu}t${v79Nk^ZO7-yG<b_%Y^zcXbH*amPF1~(Ea5}t27Z!@E zFIO(rMS+}O)0;6J)RdJxn6*m>j_yj2`ARxi+4e%S{(&~+B0o(y@6yJfH8Ir-^tEB} z;C8}>QZ20ce)ZB^CoRM;3~#K?)x>J~>3hr%8n_x3rd54h16f`^oKKbNxEfzijo+b; z$_=UdG4s@s+;M1Zg6NZ5d-2`RQVl<RC08eRs)AL#&QfKcDtg!G*?(10MN&<{lDU;C zST@mtS@A0PyvuC1G~tNMmqBHzQ_85H<EK9Dtc=#TQ{QdgD`D#6Ik`jol#t8HZ8@Q@ zgeT<DtgerWSnT>TX#aNwwDtz*#GFvT&<4|1$4CX@|FrDnUvmZgYkP1#(Mti_m0hx| zuF0b!Nb$5)xg5SKGq|ct<d7$A^D9_I4%FeeWpeKbKTP_S3^Qd>wN5K&*FIT%Gxl~k zCLs&);iaA-r)6+E-g~t3yEN?DYR^uUO2fUbeDln4098P$ziCJhm2<Tj(x}s4awv%K zWZSodOP30`=)CTzeeD1j-*TJ<L(LqJGV)5eS2-BEF}udbkAqGL?v_K=95lWemS1Mb z!IIwo_-Zl-HJ2%t%x*R`4oq;eo)RAXbF}%F%*MSM8{yn2Hmc|aQ(i%Aa6Y(3D0s5b z|5Sq<ZNWz445`*Yl?~RRx&>cpY<#;Y%*+%0?|EN4TwT7fAbY#oJvN_(o?tho{~Z=` zzwr&X-D2TJS6#Dl3Jct8?&m*5v5=%Pd&%<yEGQMwj=B=AsHQg=ke!I03605jVzaRI zSM?#Kxh&YqaNR4vGm-pJ=!9uC6Y{I0x*ikVQro)qv)d^q7JjQb{$)E8%PlI{1+Gl& zna_N@&6bIw1sXR@c}ytIiBg_cV1l~My0qxOe);wbE<=Pb*D8`apEKZAxpwWg>kR1k zb?lpWhJhuUQXW)$Gazqhb@dq0E1Itgf+&Uzyx)|=yDLRFBz!(*<rp2Pll(IHijD*C z0=n}ESJ)!9CY#gg_|28L{oJ39krR^+o(^=BU5l?Xw4~#<WP$jA3LP(G#*b!8(sB9R z2a7#FX~;XvuhQwJ;YX=?OH~mKttWCgcXMeNeL>OMLv+f~glQlCAsX(~UD(#=OT)au z8N(z88Z6~MZw#@ff!w!nP*#D4jOpJNy<#-T9XRfIdxVM}x~}rpCMx>YJ^5r+MMZ{* zW!}#mD&EJ&rrskurSU?-@PFr3<}VKlbJ|SBJ;C~D8KP5W%bn4km`AvycgW$tP6<x; zXx%48#p8majGSK-eCdiS-q}gPtd2urJy$3&{XTQrJ(z-o!FlskR#9M;_3mYz4h1(O zuk@d%Qn2#&X@6cH8ACZAqB@9PvA=I?bod<6FLqCc^#jPD_zQn-SWHH&pg=rJjg0F$ zJvKHoB#7T1`)fT$!Z(MT57m1~;2R|s=G`QmXv)#p6hnfLSU6WZfP^_osX4-~Bpj#2 zFU-**VZ(Z5WhcTBrMi_V;vc2p(rsb)>ai4<86w3|iBj+iQexFa|L-`M??jT&mA_WF zY&pEg=(82VKORdMzGsDsA5tI3&RJsFVb8UaBNos(*dlt}-2%st(HS=S7Vs1fkM?|E zPOOVu-X=zvqqU^#y0E@Ewo!Jwy0n|&mqdg@@o6*YJ^T5Gw%iOm^VC8aU8Z=cV9>PR z!4%h{)u?lBn85Ya#D>SlCP<p!zGX?hF}ifz#n@rSNLWyD?;yn(VV$+x_v9Jj^2aj+ z{kx4IHDc6s21alTa(Y}#HG*<)*Xqha0ZxS#Sz6Q!VBS#bRPacEEghLT)+qvX(z125 zb_*cryOsN7sQ`wr3QlGz5dIuF(e|pHkDwLt(#6;La5_J4sa!Z8HwDb1S<CtG+mbjl zDa6Mt+GfXyDjpOU^MoZ5c!=_RNBeHV!}qweLR;tZu=a1W@mF6%gnkWmD4#IEOzp^v z+kpn)PtB5!?9s>SRqEHS@7IT7X6n0je0^+-?2hI3>%r!szN>zc9+aQQn)NQ#Lv~0f zb);PvcAX-e+k17P*)=S^SyvZ^9xie8Djk&n@)7X;bzo;_pI_IfjjqNk$FsL<BVxG$ zHHWN?Mz1u{+jUwP8%`7vH`apuBAtuT*EEsvbJneQ3Yyp{Gnx{2Q3I4K_e3{!sAKK) z+c{pI>WI(rv_3ya9X}(^|6bCkh6s)Omnj?7aQNQDOs9kzl$qKAP6euX-Xwao*Gd&W zVO>hUD^##BDA3P(n+iI<PFDsGD}xhb`}0t=GVJ2!Sc%FhBVNo(swq$juBy{xTT2z8 z-M%a~mvCf9(BnyuTMGF0pxC8BSpi~+cHFEkd2IRM=^dCZ4|50e(myNYF&2Aw&1GSE z@SI!^4S$rwmFd`mfah`;cB&cq87_yFj)_gvqH=I7c>hrGvMj!Ckgb^GCX1{n&$eiB zSyVQbn%q^Dfp7bd#CdVj&=lD}Uv#lF;v^>4+sH^m{nA^Jqa$3<*Y4l+sGN%i@!=fG zMK0dhAC~&(%*FjHi(F*nxp>sowquSg7fB~IH-2Yu5x4iuz``sJuHLB#ejdX?(d(}! z)`T-0%kwh2+c;>JUa&iPAqPL$;bC6J94JK2nX0F7FhToKX3)>Z^ut5uH>=q=%y$~t z@sN%5)rD85FR)=;nE1%ikLVQN38A|S*vPzE(#Do$<Ly3|!$NE}_Sbb@swAAL&f!q) zKCuv&W>Kc`frWD<`<DILER>w-dPPcL;j5i&eacQ2RvvKWul8VJkEnjoTT>RsBGZCq zgjf()m3Y%P$;72qh5wTKn6Omim|52{v1Rc7vX(3+ByDfEEskOWs@2ba5v~j}-cV0C zF`-4$jHCSboO|WD2S0I`SZwnlKVX7^@3E<e`d=|1xijR^EuvFm1>Q<W^BCZLIDAbb zj)7nFzKNfq45WH7<TuzcK+ap7I<C&ZmLqS}qeU1fS#zml-d8%rZbr0!B0N!Gx^#GE z&`~nTvJpQ)N2zPQ+>v#3yb@QovYb!HomiVA^@?<a{Vt0Ue5K*w^rb10mjAAocQt)L z_)*lL6qtIS2J^GpV@IyjkZ8ZVZ`oNIy7O<$Rya(9wVc@Nl+`qB5YoHjX-UHuw>jIF z31|rWqIl~UlZM~33d%l9(I6xebNb!{6}I(hrvu+pf%<?VyH`{c-sxH}H=m07gi=QD zbt;&337^X^P@xv<7+x4hC4Qg$3mb!|kSx3VRBj~|V|o4``>cts*=0m4(V=2Z-)FUb zR4S?+?6kHGQ1EmAy}<rE6!`uMPdtB&0>AE=M5k>O7#03>(sLx<cPCjtB|Pbf2-}#% zrNH9s^!U6nG8(q`1%ECjqjk$b-6o<>wA$7TO1P5|6BHZvVi6f?T{kLT+K};hpx?8E zM@CO;cgz_XG75HfbJhuw@$$&2t@4B`?+`uO@`Qx)%nMbC=_J^_)lx(_32*x)i$|7| z&=Gh&?xX?<a$~-^zEl!UP7by^{E<S!sr32uW+`lFd|XmRbc*E9s->m3|L4lpv(~eH zY^_o6e!~B;tTmJjhaz?8)=>Ood9`HP3R<G)x17$jM1#`EyHkA@;11Mke7j1x@~_W+ zSj7UZmz0(ly)lQg?-BpPYI7W1PGK3xnWH5*aKm{CbL?0%^5kWq8CE$cR=G!;;l}>U z_q)huh`Rahc3+z*E>ctE@7*=Ux?8svu?<aO^e5%qUVjrb*DQ3)ePoPh-`zwu7#rhp zK4Uql&Iqp%@<k!S2)}pkeyhB|2tFPgWg2CT5Kxr0_UcaoW`dtw%j^;$VBR8TY?T1t zBeG{*P7}c1=umoTqyP(OR`kk60^AOMZ*h?D#oN2pPj7+`L276V<vt(cMIqXYBKWBF z=SfG(^5Hsmb7)N`4=c-3Z45GbIN*`^aJ~x<O76+po@^e}-uYh3EjNVNy2pjL{R~n1 zA=oIg%K%~>iC>1+8X)e3uddT8ePn2^Fg6L*hkj}k@8>T)49Wa)i{Gn<FaHV}?U;IS z<=#zPTds@xZ%>5h1nFXb#^YVv7wTe`J#EH)PzM8)i>bdi>%i;zfnQ9D4%{<tq|m&z zF|T{gTzM&NbS#-Vt`(t$qB8*!kvuJE9}qG1y03{XYdn@lZq&r_Bk#{1`KW=rAuDpP z?bN`zbRpS&U)ABVZSLm0aCHQ3EEqJ<Qb%-CL6iG&HOP2(@2`+m!?bL`t;{-A?0Ta) zc+Ei-hFu4qnF_0-bF-U8NwNwAVJ|Z4%v5mLAZh(nkuro<jnIr1DkDv5<7yQRWnAAa zH9Mw33FcNwd)q^ma744AqH3NJoX39e?HE)9TkJ+v&Mrmx9ha}ppR0(_bHAAXJ>P4C zb=vq;ygXQQAG?{4%VECJEV)j9Idrc%JKxns4pA8^nw5x7v22z$=X%KEwS$dt4NVq- zGxLgO0%g#e@70qiD}$yeisJq@X*>%^vD}#=O{{CeG#9Ov#>YXMg=OZ_STedp`M>K} z66H1E(#yqnlZMLFVlMjm<EqyValw~tGCjPTi{Svf**dCR)cAkBw``b$k@f?2N|_uy zA2>J8^dcO2w5RFjQVz_1EEhG=;^6VZtvM+o9OM^fjJl7qF<*Q<=^o*U@n2yYBaKb; z66a@IJR4d`QBUq3Wg}>^CB!*^jgDt3I^+#(+^IPK@Z3B$ey`LCv{Gk7Wav73E|-nZ z@nWM%(=1po;HptuSnxh6>h!9L1=BGls$)6}=I_%pdWmkiWViBrh&Kx}LCJ9<_AKm3 zouNmnvfy(5va8%27Alqu%RU@r;;!iUy$$tD7%wlsDE62MIsH1V-n&fL7<x_n$1pMZ zFu8yo!o<f!dyBN?OgMf!$6Ig7ME)FS`)6b(oFo_3n)WhKDHp4I=nez!8`hpuJIg@+ zzMn4Vi9T`gYUS=G`sD5WtCB*x44lgpGEJGwfZ~VJ19RKy(0#G*+Tpu&EG-s4&yJzv zoc^Q6n%#8lk_dL$xQdRsO3MzYS<$h>WwT2I;R#bE+2@KB9g^EGe)auDLrbdnp;e<a zoM_IPE7U~8T={MOMTIm(dVHF9>?RF%$FK7Er)Z$I#Xg$YMZ8Z+=_%Mq!y~<iy62o| z=q>E)-DFN9_E#0D88!`1wU|d=iqIfa>8qYIMg^_=iNd;8Di}77S`vgOS5uCM-#br5 zQ~pg&?=UL*kKFQPZlL1WlZAu--Ot6`v&ieZ9u-L%%BqKDsR)(kJzFY5bV)xcQM!SG zWlh^+V=qx~|6|c{*)0@srndK0FQQ;Y?3+I+gdYi%kNTl>3SKVS{6}+=jM`Op-zQqg z=>HL`+w+W!+ncV2rCulFg8Jai1Bqn#l+%*d9VO#^lfqW@U@~4UKGf2;jBq2P@xetE zGCT)EbdRyg*v-opUh;>8iL!N{=XR4IA2pzHub2ckwfGAE1QIF|g$yV@B-G*<y?!aN z-RBhJOrld9q)uzdPD){~-?47{{{R2`<X4_BmPq_#g_T<=%t=*i=-kU|o0hl6ypXk? zBW!E5w5m(2x@v`1gTssB|5(7F^T-pgW()9TTFS_~E%0VqvfpRQ9N9$+3^P8NV{k=D z-?4Y*ps%p<^t^125BDo3%&6w@cT>F7cGC<UQewU0+sxqAwQ=Y5@1_v4n<esPo+<Kj zE{xPqm|&}!?ez2+6D$omXQwe`3>it*HKpgq*mN%OY}yfHoZeI&FvT#&jrWFMea;#o zzA9s?JKP8gaw@d0O-4vQ-SV`5i4m@KoR(dpV1&Kq8^$C)3E<zNSoHXs0HRtK{NC&l zpxb|T<J!dn^nBTOX*ElLm|v0nFQa^%Yjg{&yu(NEsmB}UZslV{DBJ6k93Og-RVkX? zJZx-#cR?(chchRRjouC5VX|jsh{#gHovcR#R&*Xdi~n63m}ZCx&%e8lnj1p#wE2_8 zPYhrd9OHI`ZGe9g7Il}a^>MZ7<R4wa8I4<;=8gW=!^2tMS@mgpaO!y0xod?UoC{0M zts8XFcce^v*jyJc!~9Jj7V5yXL}2pTQ3pox8?pR`Hdf7*>r&I!#_~KtM&@5FRBdT2 z%ShKku8-)ifAh33=fiV}wJn-xsr~&c#849lP4471-qAo|L1co}CJh|eXZY1=KphKo zZ7dBV)p3uXRpR|a4L>*Zm9w_0p)e=SuSiJ^LLASB-cMDrL#^?#ucs<ZzZ{J}`AG$N zdT|$DpHzX|=B=u}b5*cJ$w}l#n=)p^HR2tklrhNnTG~zY%ZjReX5a%Q+#OzbxdlpS z%-8GisaHhZ;ic}fT?**mG`(}$PXQ78<WAiik;fU^+Nn@8c}zJjE}MN<4o<lm22XtD zFf%tks>ehQJD&aeqe-}O|Bn~aB4r_;DXDnKhHz#ub*<uv41xw$_3H1JK?J*QS5l8O zQeFp4NIFU**6`mEb7^S|$~rzuo#evLLGi@G9xm4VKP+yq;bPw+Pm$F(xloSsD!jCh zi>-!NzUM9AV)5v6@hK)3p9_q)y??{OUR3Aho#3EDVpZfkqE`+^T~2(kgab{(^{$Hy zIdI@!pHnEo!GdfV596<dA69px>))_Z`evQ9|06brBSh>jA7ta8_E<RAoejS1mFeO| zY&08vcoAmIM*OO_IB{t<$}FC&EfFUA=5vU<po;||WqS`&GYjRLEO$mfWZ__?*m*m` zllO<7`osjV@K!6Cw%(luoz;mF3)i#YD5T%nV8sG$ONO>Cl?CUSI=ytFQ<6QUowhYF zarzHMqbrZ-7k1m-9dS$)uX`P$xQ_{Dr1Y!;HzuZU{JnCO@FY+5?m<I+CPK7adyf8Q zpm?)x-rq(BzBOhy)jeaN(fn&!+ye&gpU%qU#xw9!Iqhj_2m?D4dtaPh!@vvgW-k_x zfeOPly%k&r7H_RuazUKv9Q&93ZsT-pTN&K`sGN>ZVtVW5oT9_??HRp_KstoN_WxMy zK*!5hcRJZ7bSyL6{bNRtj^AfC%jYra;HBu-Cd{Jac|`4+|L#ATuzht?!d)89S{5v~ zjHiJwP~i;+(eSleR=3%YhH>vxZ_<cfN!N%Tce5hq-%YNO<Y~A%yU@35E)6sK&t9h! zo#OdomE*+`DguAZd$xt>l}AU;i~ZLt(x$f^7)4Yx{4R}rpGM3t+t%d7QnBKTCMn?% z6|xue)%NY968jA)dpprB3$*XPb>2e7fL8Hy?s6*L?0cX6$(#xknRwnKB`W-c-`QQ{ z5MIqbF0o&X3fH%ulNJ>eM2XotTt7`g?9nwc(R(R~co?N9F^__<Q{k6Cs1bd`Qk7Wo zg$#{lxBJ_R$=KmHD0lQ68Qa(0c&@XP4EZy!;{Q04;cL=nds~kTk^O~N_fpA7+7Np~ zZ-j*Hn;e8&YDn1IdP}n;kA%Sa&uA`3NeIz-Elu(wVS2@`>_STtCSQxh#L1ALdb%P{ ze?SWEE<alftE6xR_m_rWlESL{ab>RirEsSCiM)^d|J+#-OkQ_$i8YF9R(IFgTccTM zYHYrPHKfN?2GWU9N4NID0|P7E+E$EZ;+B|-;R~*%SwJ%0lNCB_j;QQ)(S9e*!TwAe z4fZ#O+(U=ttU2Z|a&0Pq_|Oc@YYyf&Hke_<0*$rFL#E(6P4c)0O(FFy$j0rH34#=i z_o^H;f!AW41ZS2B{_V6ntq^34%FrhcakGu_`Jvdt{%c0a(rh37=xc-*i%%Ul<{3fs z*w)4qqDG)I87Hr{2(ZxQXk5q>0UGYai)bVhUR-GC$R_-_St%;%JYRrB?U=#WWC7My zEyxir;G;r``BnWe9|qp`p_5j8%<&yodH<6K2maF5)0I3tF52(XmBNF;%nS|di7vTp zrSsZ|hj*5I)k}X3(e>|7L|&dDs&n0{gk24BB+hh~FUt_?WLGo0_8Q<tM0$3%tO1Ta z@*aMYr;l7K(Mzn=`Vjd|&O9%ykBw0=CrW+vu=vBtvv<gP_&hB?>p`k6`X|M;f)sTT z-_BSm|5yh}GCLzF3v?hCZL_AjO&h}3b8_zQ(+2OE@#5EN+EC0-7nf|-Lgmqe558q; zq3P~KQ7u^u%Gv6%p9VDXJnf9RR-z{Q<!kh3_iEt8*`OmK_cbuHV1Uu!sDT@Mmg?ku zREM*jv!HFKIvyrEv74mSaksZ=kejatv8XFY-g~IQ-Qr~JA}Zm`J7z*_m@4KRXgkqs zpo;G?qi28KQGpqWT0SPFf{1J^UjA4aMQeIIGc=WP|C;Y>AvI-?=GQJ~jVnQNMs@J@ z1tp}flPN3QsDuXk!0g#FO6au8SCFVt#GQr8(GfO^P?;zwed@1(TQ9m7SN@Sl)ScgR zWPIguJ`gP4v>a-FOJx39AcwPGUyBZi$>Bio7e)1SS<H{ncFu5=h2EPp_GZO0@Ql_g zDbkRE*~PRoJKswqbJK%pr;E}Ub3g1rT_%l^C#K$kTGD9F<4*HBxOlmGEh*{|7nh#D zzEX08iwhlRwkO+iF?mZPDfu4<!_H0j&X#hJSQm3OJ&J=r3(H$uoH@|zIdsHamxB}k z3KqX5b5Nq)deL;4jd#mzKD=&VBkbRspdiANwN3ipekZXpb}-S&csm;{$JrB7%h_mL zmfEvckBv=BZrIReiGIn?(XW`r#&)OS3$BAKIE)Qex7QG!tZ?s*$oua(_a^(~F0jxN zf5hp|UKVm+7SOpXS@_UfeO+Z03kOm|vIoGzz|wVF4y&_Zbwn+kPIO9-wqw<rMkf5| zV)gbfnBWhL2e;=i5x6jcyx<rU^33L^RfH!}-A2imRxq(!W5rfCYbHGIbLMqOGm+!6 zY%E)xiCGF^Qg(w3T=G=CBhkvh*$}C>c_j>Z8|q6eyiB-K5Y24}CFVx;+irO>P`zu~ zT+xJqkk;<&b%ZO=qps+A|Dq$~-<r46&2$`Q$cWx3qT{UcstNZDIu;+jF+)2+hvB@= zCl&s5wB^#j2Ck&zY45sBdBT_eRT8cB(sWF&yP|eTgpSIH_LH;^G&nx;bE~YNfx`HA ztu&v8rBCl>yIrC|dsS*K?<5UdM~<G;J4!=tVx7Ji(JyC%lTKZCrlGK_E^>(h;mfu` zRdJ$Q`a6Tq{C6Cz?)B)k9UW8zv^>mosG~y0qbhUoHWfY-v-O(^SGFE0EPtFpg+kl6 zMf-_<$$KOvVYitIYsv2<l~q)HDvysC2NjzerB1ytq@uDlf><b1vGIDc>jefC-=;)V zvVKvpQ`UCAdL;!N#^XP#E>LjTc0pE1I0d1GftDnD3Ie<*gG&fc4o?5^a+@L}CQWE$ zx`vGWpd^i`1Tq>Qi=8kgdL=DP$)j^Q86hQV8o4|&B9k{(naz-(RuVSc_KpOVGpXrL zF(fqfdkV}W316<f?q&p#@VkU5RkDnPUH=XQZB!s(&#`OSfou|@e|&4!o{~b=>5E6o zpGd)awNrRpwiIs7ExehSCWUV~mVa$Sr4aXEB<b?b|G83KcBSaQ^Y%jxP1-bK4BA}( z?;Ob*TXUw_8|PRfm_Fj@@zn~M>(#xl+gag3sp#k_KTE`=Slt`xwLpT)qK0?I7BCaK z^@y8gjxnWX-OJm}p`bJT_?j8fDUHsgUS)G^TjN_%a@Y(Pw|pOp5;DUc-74FiM@+GN zZqAizAybrHSygt`*91@6Lk(u{H3t8yXnvfWF(x;p%{$v-gxha3Cxng}K|P}VFI~q7 z2Qqht$-NQanDCO5KIsDBfY)p300A<t21vhMB0$p8tC6wF0(@BUkg?`3ALSrrAN;__ z>h0BL53>09Q}n{@>;^u5ROxI=HsvEm;Nhb7iw6~(#BiaHJffp-6*k84;Il4a>1{tA za`wzjx-H<LbrnhM%p4w81zo#U_S_H`gWegw*>4ELcTaP!wHhFf-(kYCFhHuSx@h|k zeH0%UH~bZ%kEFKnOMk`m!O}OIZ@pU&pKfTc2({Himzbuf^IxJzBqAkKFYAKu%G&YM zLKm`+#6GL1>p+Z|_V<RT4(?hs?xYQB<LQDC2VFaDoEG16%cD{Y%!gSbr&ej9*v!Qw z?V~2fYtDznT+)Q`{=YA~*_yEa`|{iT2O8)~v1nK1X<+od$*sS42|uRxxodn?!=QKA z)bYb=m=iANGvcd;&J=@xK9*|87uo3d{;MkLG^@TOd#GY{m13Z1iwZ`>gv-zFQo&`Z zff1D-%9uKLE66`W8C=@E+NmieEIk)8SN)+93Vi17c$KMy(Zm>U(M?KdmwTIWo2vx- zw!JI*?<m5~#pU?7cM53TpS9$tfdc+oSsLujkjJW~!|xrm<%xC4X@$SH<dFEveO$^~ z4u<+az8}ev#p@exCF>1jart%o9d@4#5~YvYrMb#rjQ=CNY(N^}{_9LAN2F0+Z7#39 zLK=?EPWz7gNTW_;PS|QWX*_ed|FrTK7u;0`V-p^8@eGVH+pS!%%ua{xnBXAbt&!3} z!VSU0(y*(?IEd07O19k2!Oo$1(f^$<iTx-3uARlf)hq3)*Jg7-RaLw8r=1O*JI7zo z%V8t8_*Grc1vYplk-;$$Y%Hv|;jp%_AyH^(mQM7@5}h^kdD?9FhxO%up|jB>apZHk zI2#{CIi{iGEF9e+?4j7fg285w$;ag^92t(0a=yueZ}N8c7l&Bbb^qW!t#vG{y-|`? zVadX*CX4&=x-2L*Hw|x)XCYbbuy5~gCNu&sI~RXv;;HSL`tT1-{JN&~f?LT%&`Q-u zf#;Z5{8fcKwv!2m$pu@Z9GO_wkZNpg$%MpJVfQy2Cayl}dbH*T0~;2yC0SjB18R|J zwa*zi_q$GDm%+eNXVtM^ry1C@#>+6oi-CHPdv3#Kgd6q`j^0otwhv2sr9!x|t|Dja zuP!<cZXi7?d`?I1iQE%*nRI+Hdm~LfN5|Jb?)JCgbO<+%$Q{{2N2u+(w_DfJq0W4f z(ydF!;2hn7BnBPyTTwA#!gS=f@D><;p&|0Vpuet$23*agB;?VsBd-6r?FAan?cRFe z(;gaTpRyL5BD&;TdsenR(Iwdh;+1p_8kVt0^V%phyh)ATes_k7#^2u3;a{kbb6uS7 z)k8&7hGV5|Jr(mwbH9CiK*d6>;yHz>R7?f^Uj8tV3SEDT(>o)mcsda7Yw1J9LBWr5 z?s_UTZ(N8jGoxZ9{bfUzF5!k|O5ggqM1O3%d}_TovEBR6LE+;RuycEl^6DvgID5s> zCwC~wSMI%Ovx@?$(mTnWizv7)EcWn{5(Rs{Hya0wP|(=U2&j2Q2G5s27M(@L()Zra zIs3_2O<C1jy^@Sob`wjUI*?Ise(8=4os7bwJ5H*<NQkOh9QCV*1j<1-(UXr!a6J8H zxqBK3>ty1+=O>V0SNqgi5Ke;l+5XdoOG)TZxB7XT=#w{g1+rm;D<^!yt@VCMf#j~y zGu$GD<cGue|GTfTD$Od^ELsYgnXmf|Bc))jx#Ifh8Y!%3Kboz%`hTv(y|P_I4YEe+ zDf`*Gh_Ss`<N6LwYdm?le{+cn(J`ZEZeAq3Ip{IrWAnudp8KK;8Ye8^dq(Z-qG$`0 z#@<U=-)WA~rDO6{;pVvg{6Mg{s5u_gpC9^{ZHCy2XKwW-W{|lNQt32q3Q?y&Km9yR zap8H$xL=zIgfEuPSpXAcB@AeeeKLkz{;|_SF~;z>?X~XPYK)~fjGAxHF~+;?0khvf zGD1;-qcqRO2om4(4{T=}!8Vj~@#}X1K7NhgR@g28H@0`@<U;|%zt%S+RRG;J3T=tO z0??{+bM7t@AoNv@`5;|@jmp~#Lwg8MVr%DeQuz=!k=*{ohmXBB&XRsMd<1S>V4gFV zj|+d_RX-y7Ma=iyoH+?R-2SV*Vf88=Vws}eJZT>GrwXPlvkcMAcTE+RHH7g7BXQen z2B=@Ne#LwR1H>L~iZ-m#$7es<-d8+*C@Qa8nEy@>$46Ngr!)1?oy0GXlh8x;#w+i) z#_MA7zvE3_^15(s-8y!+NC#_6kAxo1)InU6*YK{Tgf9+Di&Q(cF?i==l4g`P8a2Hm zB$TzG`E>`W=&}}MU+hyWQ`f@t;#Tp+cQsK`rju}eizc=e^p8;UG%z)BI8ee@1KI2B z`}N<e!(M3HoqRiWFxUgqJLjr{dZuBrxmXSS)m!X`_NYPGc;EHoY&F<EtTa+dQAI(z zs&v&C75v@v%xAF=;Y?@L?6MwZOk1oLc^ImURMPOP39d366Bg^NWh>*;f)B=DM3nI$ zPgIcUr-bdtP8VeDP(;#;roCZ56rl4d_?wcs0^)+iD&G~zW8d|Oj<h}Uh)e$(+s}~) z&c~emPWV!Gd<%{%%AvPY<JO}BS&ZM5y=##s3z@OuPn65DP&<1{UtU`l`F8o2TQg)} zZ+~^Ox`+(kcm^GNkRuI&exlsk%hI@XDm}T@TAElvzIt%<I~ToE<-)DcxX2jP*`b>J z-~Eo~SrjhjV*f<Zk|d%}UI~;^rMo#Wz7W~)`!WZc{T<F;isYcl^8XmS?|82M|NrA< zguM2$_uhMxyO9+_w1|`jLPWN-P?FNHN(oI;iX<u-MG}=tNrX_@iAwc5@4r5OeE<3V z^|(CG>-_V&T)bY_b34c7_0-xNWGV#bAJd=S63%F?>!>YW;NaTO!PvcZ9OPA!6M4=O z{ZSk+9~aAk=Fhm3U%fcEB$R$@hXDry^m~6Ok{o!IiuR=ZWMfZC?mkWr8>GyR@UPF= zcw#Ovx9J)iEXs=yG@?t!w;trmj$&iS%YGeEqDS@?w59Z0vmy30YW9dS8wEyNZ4^mt z@JYo*4a~D}|F`<&wGkFP|0Vr4d&)wsu~GB88!Xi9G}QM=XTkf`JDbiegd;^q?2Fd0 zP|z>;Ra~2ew~OTub`V{X5uapz{lDiY%OjRuB>H59VR+V?b|x6t4nD4Uz=T%hmUj0` zOguHri{#B<BF}5h=>140Hf%Kg<?qFW#;R-cyyi^Q)STKruE2y3>9*jipA6{!8xUgl zGr&h4j3|A`fd9%R_;-kbvNxsHd0Q9|ac9aeHDiFc>g-Up1OpO3JC>bgFffu;lN3t0 zl0WHdCpt)n@TNpY=Tkb~ddFo|-lrp&B)g>SHXS?byeoE>&@uL!5n+`{$K^R%2RWXO zKW$xKJ_QjSGnVzTz=Mvz#Wx#Qo6=!3(s5cziH;vfRO~wWiRsyUHgtf7y{)q!$aOTF zX<M@G^+g&^G=4v|dp`|v)&bd0J84**Hq4+Co+O!7i!L}5UBWwj<|5G}fffeWH&SU> zeqM8}_#hR3)|1?u>!^5A{>Lx%EHTNODz{`%VX$$?L!a<uN$sf+naxzB98HOP{NH|G zMQ)~^Br4*fYkWt#DHyT(W4Nu50;vZrIbKAU6xmyTyI@Pf&lY-B4ACQwPg+zBC=^iK z6OGt}C&i*VHB$p*1lZaxseMewog?*+tWFSqB)otq;Rtlj2h9bLp{PA?ut%4SWs+aj zR|u0)SH9)&U_S|hN99T-2rpcPnlxVfkZ}K2du^&A38z25c+g|;|Nnf28KRwMoMDdP z@5!;N)6KzpwJ$7buQ{e9{cfj6n1eE5J8KhRhKEv0AGm*;;NG2}WbWlA$ZVdBeOhdc zkYjgm$vYb3x`mZfhNv-Ks;r$qTxNt_W`QIBER1l(nCVyl-Vk55z8HG8(vaw&rsVk^ z100fy%+YZ)z$@`1>xv)h!=&rtp_Uc;m`c|fNt@7vb7fhiYoQ*peRb72yY#SD)%SY6 zlO8Vf@EdT^^bld-#O*(&3-QBD>E%y!VYhng!ih{>FwWSpPHxaex3XbFkcBP;wgkpH zi0i_rL}!BfO$Xl`qWo$f=|KIJXH-ax4sw!{FVt%5K;c7JOCOI8YK3F`)N8d7re@x^ zJxd!V*}a$Ucxl5yBRf=vp$!9iYT%6*S_tzfn|<u5g@=Iw%n2DS&_rG_b+a^)(cc>_ zDys?QBO%B4wrHSgYoM8+h6eGujy)%QMIASP2Cm(pr49>SmqkrW)X{XyIJNk)8t6+h z{PPXfu=LZRxqZ{B2;bc@@OO_Y_Rq&tN{L=kJKG^xz^w{aTHUS5R23954mpoltKjHd z9{zq&Mv1#-TG|F>T>Spz_>Tc4{CVKhat%s&y)Cgfs8A8wo77ZWS1BTFSwPXVIt84) z&6Tp!S^*1686F)U<#E||^SV3M^4LBb|GKJC4*S)(HI<{}VDazFT<2d|%>D^3I#?)+ zU&C^piDI%iCL2(wa$g3Y+#Myp=E%U}MUzm3iwwMO@U5kq$>5ERvfkfeX+-&v+D|%2 zW9&}j(29pr7++?_<h+)IylZXm@%IuqZ(`l*_FMw?mRcr}+a++~uv~?UsszLreXWdb z636nA7Y<8y6TNatBlEblI9_ItY>pTdL))rlj_rrUkXsR#kijJe=X;q&dox6l)cLb4 zM@kg`Qbv{*mWbelY?%`Ipa?2P19^|Bi=cMn>L+>Mg%NHtP<1|07%w-TV`%vbLu7I; zk0~yU2PSW&l|BjKlIzP$K~+L1jNc$HwM7U^=DnR2RD>`u(NKMsUkF8a%0o_b3&H8Q z=e*fB4gx%SU+<~q;C|Y^vR7Fgtf$Ng#wBqexhw3I<~9zvEgda>cymC}rV1C?5T49$ z?B+;wQ209S`vi-FQ`|pP4*g=|hL0!5b(H87>A(jIFWI17jC<eohz;AG!_qrS*?4Q^ zl{0jR4axm?DxU0NW7AN<hk(sQx4du7erC)j-j7Q=*lc8bpKNNFVxgYa-ZE0jLb8Q} zcP!B<k1i~iqsOukPJ&g6D+{|vsYN@TSjc`XvwuX2g|@ysr)|D7v9|azKM&C<x;OW% zS=__K`NAC&Sv5?o@({4IB6{U^Qt}q&Nn*WHhta&7@T6J8Bz+4Loa3(+b1!2;MmWLt zmK+mTNzdf2(wVrjc@b;F0s}7713&vZ8N~O?3WfZd|Mrt~UT#ysz+d`F$!~iZxUeE> zT~!zZbBFKAsM#=J86L#q)+L--bdM{Bhk?L^^Sn#?=qUSs&$hId4$BxWMe$>FY+NrC z_9=!A7u#x)gKLN$so*lQv7lpc{L-I6F*>}0Hgpy9(ov_lap1&n8np5we#T7FaQ;Mj z=lWivM--o&kZh%aYpy_Z=q3$K!g~a7pP_-?lbQS9evxy>{^^G9p@Am-@0n!~4Jpzs zVf<@o;A!hV`pSZa0GDc&Qe7HYF40!0QvdBgtdq8ZLPNN8=gPoeM1M>T99Z|3ibU3M zYH}_Wk4!pgEW#7gr^@edK!v<zgY7|CDz<r@v+*Q4WrE@|`=XPAl=CH$t4>hR*tMhb zcPIs$?)jdqbS2hDIluDFDLCFm8uyi?;KkY+b6=uYj=mCSu%^i<tc-qevw;l9I#=IS z`GhNf>o$n&CF6RqtM9@lGVVGz`v14TJuAK5z>jbxcw?@t$TSHl#cM3$OGuD(TVH0I zNy6tQX?glC68@cOSN^++gpAcbrnf-C&y4-deZnNH{c5sSby^VGp$$J5b^Y&m^1pGF zGNfwF!EbOU@phv*`i=~a+ut#Vo``76s(5p32-#h{&~65STUA~it4wil+h~YcrU~I= z=XQ%(V>mwj7kTKYF|2EunR+tD80J`tPJcJTSfj@Lq3cG_%}sTSw=}|d1ExRUF@&D9 z?99q7M7LZx<@~(W06+KMy0Xv30353?n;)LmN8;i~{`YD6AXSJ~1diz8Uac638li_& z&!IFqZ9Oy^EZmFZ)<bOSw~B^uy7>IjJfrThF0hEb-#LfyrRfDDFGv^ppO=o_)7QlZ z(a!8%eqB7*YI!Ems)GgI^)jkNpFFcT%jZV)$(G8My1FJh_@LgqE0nH-$LZVusJ+m} zE7v~~j67`^E!++b2-e1pQv<IC)wJ=($+%+Gloq6W0$uOqX<=urO!<8WE##X#-`rlV ziMjG4ho0DKf^Y6RrKCUuCF0V``+liIp7KSR=cqb9tT0Sn$x=tu@S$9fH)`m05g+!< zAv)#p+KJm9YEb2mOg=2A2C;!-F1|lhVP<NmwK+u<n##?gBP_y~#;<>a3sryv{ZFDa zRUlGr)nAaIjQaI4QqtPW$m7y2cwVoBYfDD_lO>gK_Fu?Uw~HdU7On1ow^9M?NY6^X zS}9;!-mus6zC8R>B)=~N$fK<^K5X+ZIS6Ujku=if;2O>=`M^dFr^bBOm3@~**n86A zk_N(;Imzl-cUfq*YOEA~B?HYEnfwz6WzgSgllUxK2D0opnHoPCm^QHE)?Ajxa;<OT zalX>H)Yv@mp+^d2^O$9RYot(G@p6yzs3cC`n_iUdE(t&CyH1T05-4at@n!40IG*Z= zk=E=Jhw;eX{SGU{QF`ZMyFOJM>o@-``_n3h&k_15b&g^fHkcnwZV-j@MLEk|uA)d$ zU3efcF9KD%$(@2rB6$Dmufl~O5iC|*UKgb(0@5nC^aYX#bT(b`IsZc#scMT88C}A# z$T~8yxl|aOezOL3e_=dYJQp7@B?QN|?ms>^gs`C6Sv|Q{2&2yRS*!Jke%b6CeU4WM zIftCuIyyP9c(@4v?LT~sZpp84g@f8~cizTK4nD7sFNlfZ;4$}XDb=3?>$Jp*8+II! zZt;k1*5$zM!I~*S5e|x~-n2hh!ohNy#n+%oHa6BY35&jC<DtJrxZrCxni~_Q6K}B5 z7*Q-Dlf%a8Rmsb<B8YA|wZ-|r{k?qm-Vi&j#zx2wpLZ;xTQ2(ehIY-dpr<KYw5E#% z$|mO>9px;<lzMD7I>^H07Ww@7P!<F`%*A|{v*5Td@2iw13q95IH_NCjq^CU!UOCIe zb!K$B+$Sa`S9TP{RxqK%%E^()Wr7miILn{J#7l#Ym~$aasIUZTT~;%Z(kW9&1ru4X zA1uBq!$gl^q1Y}iCO(JeO%1<cz~IOSp5Sr@^mg@?i=JlS+@hqYmvIba3O}$}?ZE)& z!|PUU2L}3ox5~3Eh(4k5#t*A9aItoLq)L<lo+15N>j^sUX$-!oZ=}QC>0(Iw4LT-# z`W~)3PX|xwkFze>M7P+!*EKsz$4f?EBwr#O0{nbWI=9hby!K{ajvF0qYUGbQt%=SN zc~q^XLWlD*C6{kxI`*;hCy#xjVN0Ty?5ZvrGF|6nsWmhlJj{3SVLlCt5kV3$$uyJ{ zE!kqYm4^3mfe{9qXvk8Zoc`fR1K+lbJhzE%$@M#;9nPWQrNe6O^#U{$U*4a+dW7hg z_+NZe_oz6FpE(sozkJDeeH5{miZJJ=iNj7*Oop$YzoblsDJ3ItFO3Si0ngo$XA}hQ ztxCRHLP2(XyPv{-3QAJ$bxm)g;98K=h2#1ZL_UaO+7sPUB1bjs=qBUfJsykrJ7lc? z#Am;)kc_E7-&D&~GO9WQwNBd->xCaGyH&{;aau{;CQioqdLupR0^vol;-SG0Bs9|J zc#7|m;JZ@P_fS3wsnwUJ#G?pjMkQSPSCgRgE7IzuHnH{#69E?q`f(kmmlyu$3Qsxt zFwZk{T#Sua9Nun@6-QlLhC9vi@2DjBh^ghja!-b!Icz0g+&IQELoI99m$?BG*zUT% zw=}~97H_!gACw#8cFK|mHtUViy2vT&B;m=q&3|mB&5Tf_?^Ymn&Jdd@7LR`#7^3IU zJ6DxK16XSeR&RGOz-)D4Q%bWw`X8Q6?u*yQ44t(;Oimv$4{EKi+|$GRbF9nPck6+| z>AN&$rU&lB?}q6My4byPsfTr|F7^m`TjZV9h3A`IMUfa?G><;vi4D+2ecQ+eFI!!F zYO)hKC#?&ifc%d686DW4X(2gX*MYRsO7Vgy9k9Gxo%kJfP^dq6@84f-&`fsz<A0<L zOZiW!aeK7kac8>NXSp^O;*N-H<JX34n)WT5i(0T;<wHr<(t@N~ilOU0O|&GG6{!em z;`#4l!K4cs;GCiHJJ@RAJIAJJd`=xPA&I+s&Z^_NlSDn$L>-O$AKTu%qlS?=p@pMI z2w(jArtB$dxczNUX?L|MZc{`RM1oaO*xa(IOj8xs{hM!Wi&ep@t9_;8(kfUUA*izT zvND7#EqzAClyU!6l`8ioC6qHuiw+AbL45G%Q-_a=NbL9d`JL#LSFViJoMr{2K5ROC zURMDJ`LFtSy^}{npIE%Khdh4%5f^cIFNc=nIlsM*%b_iL*Tg9^Io$asVJLo27SZP) zHBIl8MOM$~`-76Q=&8_geELxacdZ7G{|=CWVDr{n5o{TRdU$JmcrT5?ypGY1!_qk6 z9U<0lE{%5)Ytw%8Nnx+XuQ?MBDXiKYJ^h6&g)a}^#$H`33EmI1fyapw2nze=rlKH$ z`<mG+20w};WX-4h`pM#Wr*3`iXQLRtKbUoo3KzrjHLu$E`bDAB7ntUpBnm@rr`H=C zL}8RL%J0xF0;Mem67MQSAe6b){8qRK*w^EZsCbB=bWyAL&3R!g4&JTvw_O-ZUv9~c zjS$B7x!!x4a>C%Px!-I)DunE@bDZzFLP)E)_QNGi2xU{ND#r*{k{hU^`szYR+Wpt} zhJX-`Gv_{IjDrKTIKShK9L)UgeC2YJgE==}?}3vX6f6<_<Q~R>u59U|OGKyOKEH^$ z3J3A`JCt70I7qs<`0uITY}l<*cx*>>%DIaoOJ`mXUOW%2JXg!caLU<L;~8v3lSf1% zg4p=bsQGoV3mX>Mhh3^o*ytLZVJ#P7Lukt3emT)6TE7Z*mVaa6#8~8KwKf)p?|GDc zyURk$6}^U2g)BT<h@MM6MRZBLi#L5Y3wa^ppKL8ycsX^0=Z`82_vC9t&k3?nsGt*I zIL5?6y5;ibr%dcDa?P<VV&e3g+}4p)Ce|NM{239z#I-ihgBI>g#HN3V@6u-C!ojqC zuKY}ha!eQX4=@mO!Y(7Uih*ZqHSSC2GjLL;CgD{w1HYqV&%3W?pl?#~nS?drNYTK= zEm;OmH|{YB;%7iO^5MNr+zdD!X-<_MC;U*4vAxqw$7#*TV*5fm9B{ADESHYnw~E=l zv2=KM%yCx*(&6@4^xYaqI#i#@gh}briR-X8`xd0>pzl#DtS8a&D1n-vK1ajvV>VBs z2tOpKq`sY>X;^P+U9H^m-~R=-o?f^^xN=;ytmHHeH*=F*4MS--nWlW6<xc}c>eZ@6 zYiamUa9FdJ=oJ4ow4fMi8kQb<vddB6zu(apxnVs|#bCo={;w`7N-1JHdhSwTdpWbp zJ(UU<D+|v2CMpiy=Kp=xn2O8@t6j?oKPDqIWfXX*SebOWK>r5?X`<mheO(mz{Ij56 zxI=+?AxZO0IR)Fc={3d`Qs8(;&tnzg%aquMZNsZ6h)Ntb$=0Oc<B;K7Pr{eizJi6k zU&s&@{2JBRL`K+!oUynPGPYE`DE7!8BR`Xq$OtAQ>S!G8jx`wp?vfWGWQp@_b7cP8 zmspd{`*%?v2~s<61hmzYV44$V6nuh&hny>!y743oUl3h6<Uw?eXxz%r_W$?(*#4DE z-5(HrvVD4wMdV#`jFmYYcCRr<fNEvC?X)@cQ=)p_bD85(k}>1M4^ymhKNfaP(-bOY zLJQ3vCWs$jVbL{ejJtIoLWi#zLqhO;Z?2y)#JRY+NJB=5{E@8|8fgUe8sQuIQ-*M_ z*&PzG!VoGlK_?a88er01)8C4106(qn&wgF{P?)#QTI-^Z73U}R7fk7a5x&n?Emsc` zyp!Hr-Sr^3sPF1-iXLo4Ld)L0)rG3{=ZD!32v4Rzr+UZg;*!8Ct$M<f*~C@>exg&V zm-p}Z)~SO-&Aa$nXLPXUSBT3hUmav~&psNG)q$_2^v>{UZCn+OHb`sKMq)*g@B0(l zIHE~g_Iigl1okF3WUFgKMfc10rQF(J-u!FblCFiBTtoj%AuWW9iN3hDUlWSIE=}AX z(ZG`xBN`8rH1I-MLhXv827dIg`M6rtVY)N(dfQ5Mcxy>6$|pMI&Bo?3?f^ABil98N z6IO!*=|=LcVpY6($o@FwsftsJ%STs#RKY~lp1{qaDn#cj;ZFRgjOau4q>Tm2V6%_R zsv9fACt-Vb{#zw*ZRG^t+oFW_w|aKTzZ6j^mEuJ?pa@Rif$1mOih#_o;5P*dpvo0K z_M4K&o?{mkmz|eK;MSXbLu&HS^dD>J`XGmm4%gR-r^;c~_{J3%*2$rc(YQX$R1RzG ze#EEG$ihI_YI}3GEdB^1KFmZGcWSLpB@^8eFrP6Lu}uc?e#~uM3>i#{XWi$!DGlXR znT@@f(r6IhqdNrY|GJiB`CAH2UVDVd`=lUH{o=TagcO{we_ZNClSE;LYGnN#3AA7E zR17zffW|wSABvUY(5&jvUK}fq&p*js5_aNvot;g2PB^o(n^_iRDuxsFnk9}kqTt)l zp-$}(1>>}ek*$Cz3a-1dcNd5tGDrC2C`7P)OUcTcbHWfAtg?P`P#CuBf}@<2g>m<J zJbCwbA^gpC*;HIFgdNLUYfkPJLb`~Uy?uxfqPOmFdgVr}cjq0j(iXzq)MX+=Y$4na z*u-Nq!NC<LyS=SMw@k_LSoz%Iz;04JuPcj#M7B16Q7Q*E7fT&?$8%t|*n`pK#z9Y+ z-i(bZ2LeAAl~xj+;-ov)*7Ssp*{YI3t#fQ#Gnq{uI>N?tPt!kz@odBy-4&#JveBk1 zzMHw4jiV{oa@sA}@a*5?r^_bJ+ppw(mvANg4eN{38y0lkj(RStXJO-(^s@68SuhJ7 zOBaq~p<30=t78ib<u`kJw%W7sB*&M%nDC_chGba<orM*ZI|f$&U}9KzojG?e6J6c` zF&TACJd`{yGnmFiQ--~)#|9>TM@Xjsv|z%A^Xp$a(IqX?wO4f)GqK3Xnrr$i1LIVk z%L&a4jEPMxI#x^gA-8YpPX+_lD!gWGi46GNw6>~<V!%a(wSTWa1FrIadYD!W%v!f{ z-YGM1=`L^Y5gG%xd{0TZ|Dt2fr!m!*r*wpqiUdy9(6RN?66J*JbSNAdKPGvEj`3q9 zB%T9wu+I;Vx9lL!m;NVGvVo2h+f2_|n$p2cuIZ9dqvMyv&9x&!bcC$4pjL7dE;+rV zr%e%lXa!Gf_(X$<)v}K+-8As}$$ZdwLc?R5SyEjA4SkLN0S6A#uv_K(W2G&GLk6LW z{9ZIHQV&h}yqt#Q+aeVi3N$3ue=%4|_%a=t7Rnl=Vo%uLZ}o&L(Kilyu02SF_{sLv z?$uPhYqJh2HYdt1c<nbYVZsxY7JG$x3K;1*CsQ6!a3x8&+x;vB8zVbP7Vo9t&bFU9 zm7Ww-U6q*GXHJ2jll8NuODUMM5n9nPOvcsz_VSE+G8SKwJ#d8Rl&>n}Ub}N-9QPg{ zTAWD6wZ;R}*IdcS@D-C<LHOZcUv^@2hUkr*H(uU<PeN-Y&FE$e38PV-N~I4-u)Y~m zvf~N~iOD?=OfpFrGflRT2qB@{xFzhlCkgAEKV>wTk`VtgVY0VN5Q;I|Uwp6nU#~<g znms2kVS!=k`X)g&3;a`xrBvuy;HTs#Sy@91oV}ZD$>z4esYlrxO)Sje@vr(H|6x-s zdHm#h#5)rdc=C-I6TV2TyjSqC-WYWbH(x!sFox^tzwMV>jBv#?^NX#e5oGmh7=2ZS zc){6Fq^@g-jnkjCwDu9Mc*U(wlQzJstL9D5F6!gV0Ob{RjXnz7c4mex*2k&u-$EyE z=;6)DS#jy*dRSLB7t}eW3%)H*8VMD;2&c<j<=Ur<;p?loe!J;{Q$l_qs-TPgtqyTv zeL4`{ywGy^vJNVDbvDa{>A;~yrg@8(4*0f*r#C1Q{UUrti!r8+!G8)*(`&R5z31%w z=EK^cM67Go-$poNe$h}~P8$;TRvRu6y)xk#s?GA$0%KX0waZd1I8R9J%=)MaeV?=6 z$IUenQFdEo>vIj9$&{C@P}V?03Z2XOtvc56FKqS=RY$PYm`OIjI%e}6HBRhRL*>fU zzea>BZY1R!!8cWrIhoHoW}}LKR>L;~%2lxLWvo}dfeK!J$e7F^Jdv52lUndnhF@q? z@kV83T)*{L&MHO;OexNVW&<TOs%`!L`?n(Mk4}Am8>0vwZrYb5K1GP^<f07KD&X#? z=<OQL3izm5)_Z<b9*=kjT9)mShj#Wt@nK1M{M&b$=kFak{7v%qm`{--J_or8Cl%%3 zmL<Q6H7g5hMXdg{4YCmD{nov4kt_g0K)t^{-zYp8m?Hyacjt@uyk)RGM|Cb(NCvm+ zo7#?MOJn7#ehEQ}G)jZT4a&|)p}M-sF-=7Z>7G@k&s!uRHu<|e$3qgm>~Qay2NK}t z@_LvUE`hU>hM^?_5{Or8U1Psr9Q!A-Mz4>FA=2-M#-}tfl#9<8^>M^-`cubqg$hxa zFBZrsS|<w1*}TF<^CHMKq`Bo35uUtO=(F`AI_0Stp8`t+M>G9)cRmuv@iiS%$&rLF z_X_WSb`{3W^cJrfwlMhal9eOo2tUjxn_}(~J>nS`_WHOGrq|ovMUW8jeQDtI$VCX1 z#k)SbX$e89cfqxeEQBWMMm3cY4lHG-A}<i#B2Zgv^RA17)_UVf&8r-!HLq$5jv;*M zDZyn24)&kolD%lh!H7opN--G@qFpj4v<BEv2};wBz0Jnb42_bfschKZ62IaSz{aAO z{VJks*hq6UoeNN8<9M8iK9j<RiDB6G>RA@X8v}Px8(Hwq?|r@h0t+9nP{(>ASh!{@ zS8&do1wo~Bp<xvk-2A_vy257RGq=VOp>IsAx|8A`RKvtgYdH<eD@=6f=Zp3qWkQ*i z8&Md`#A~Odo0@BwNbhg^`oWY5so8G|?S_OWXFGV;GMR{9FmGf0W?;_bK+M881MNH; z8e<4gEKT2sNL^(>t>(0w#90QM4a6v&`x*GUIbtk1h=G>L+b_M>6USw>iuo)U*s$w- zZG#d66{OfZ(MyTf{bZDw-{{D_RcCza0pZBRrOjK)=(zsqlP=F8I+|YczNy?v#|u^2 zz=J+?EKKUOuC$|rYR{#ySd|XS+%ThwNyqzz`}4&-bePZT@NFEWA@`~DQ^BV+jQjuT z?X03fNUwGI^Ku%tFZ@j@xj;jkfI8piR2uRh#;&lAqajkjr&MM;4ZR9A)qLJGh#$|R zzILKP^o?ELgJm>)s>z+M)}x`Trs3!jqFXE<9Q_f)q2bC2%V4i1#POGt-p0LD9G@_~ z!q-ZLc|(5HxwBNr2c9mqi>4yG=UoxcDk>UkWz0_~Qz54OVuKAA6;=uX+eODIc<&hO zGevYuiT%Iw+-np(Je1HDoJm3K$FshYVH60xd6_h^o`Un-yA$8LQDBg@N2Je=f|d_~ z^n9XU9247SSNtVIo6mJyK_wXs<sVx5d&uao(C_@Sk&N<1W&27^$*A_!Z4MA6<I7>2 zrPCissBP{O8|@}R=o7=CnQ+Fx$!69so#+$23dyI=Bz&5WH7ivm!EUf5brXpMPuaZM zH{}0y%Nz4KZ?u_%?|Eu&$#rwouQ9ubN^|6Kx*ugdHpjcPm)j1enW1|)Fw63cDMA!; zvd?}q!E4$5G5*dbm>38d-1f#8Zf&M{g4>MY<h5APZNdm)k@v6ph8ls~S6A_=%Mg`O zh8IP643U&SV)xPB0J+{*=Wc%1N6}1Wx<`OMypL8!HvHCuyXb1$kAx!|eHeTTJN0lo zH^EQDUJnmzE;WA?)<YA?_}AIHx;WP5`Fn4uE^(c3Z=u3o7c;)GOOoVt;rCd_{@ZUI zSl8|TEAdzdnR~V+O+@OzJgVUP4s{*KS(~vmeriKrRiAyfP#c?Nct>W!wV`^Z^>T=l zHdeJ-rbi2D!+D#$=g?y<$UXMC@pzpUq&mkF3jb>2rpK<b*dxT8t1|Qas(~TigZ8bb zG_d;E!LcTW24qd;Zj{%k<Jj`l)fZ#c;gS1mtV&rOzh3Ieke;gH+?ZAJ^KEMAKl%^% zr&ZA^mgnTSLltt{epVDstAN$nAz!~r1wIosvO5>6Aivf@G&o%u9~@5oOAt{;@5h*| zke5ohdnYk3YlRYgYqkr9EK)-9xpfb3v?#)=wQQ4CkRl>KtXO36Rsl*ARfj~)6mV{! z$>ziZd2EltimxW}DEOP?`=v_`k)vbjeqnN$JYB5lVIc?G;KvI0t7Ty+aUt=6yDW|* zgwQDqGT@2ky&c~q1CMPZ6iT)X#$z|wJvEcTtmDq_GgKLXd34E^chYE$vUCW|kjBPM zCzNv+q+m7sQlL#;3M$Vdovi~UG5lABi>4-t*%UOCf0V$I;=C{Q77}=GUaw5MEDlPk z<?C`OaVS5na$lA!hPBM>YknGHaBR!K)mBmLULm!Wx>FRb(hqrdQ$_Ji)%*nYz6d(B z8+7xwiQvHQiT3yrVc^m+%J>suys6|F^t~($Q~q1pzmEz-R8OgnzE&6ug3cEsbcB(6 zeEpErCn2aW_la9|QwS$RPj%}C3xTT<8k6gUu&4a*nKUaQ9Buv<D4|5mg?3%@aSjrS z{J%Ya#lfbFzDBWi9K0(JndV&Pp!TNO^V=C5EU7Ad>>kNMr}0K|l?#V(v(nH(hXb$V z<`=VK9JK6u{BipaHe%oWs@VRW4aLmqpAJ{p_*ZI|*g|*`COf&^d=ne$>l|+nIk53$ zIwXF-CL8=W-BxRhu(7l7jmM4eEPT@lIH%XiLSpWRz1$5f%;=OX$R1!p`~Ir)??YJ- z_I!CWd?gDi{au`^!Yp*&NzF5vV<K(!)vEaWOwgA1U!oN<aX3{_>3T8~N4^hQnG-$I zPQM%Xg6I*pg!8DMC=-%K&O@?GnDC7Wk}VrxV6)n{Wm<O`@IAlWuK6?r+h^WY6dhtf zPDnGwCYXVd;U^U$8whU%1z6(F46JkFle(eCfMmoi-cULN=_l2Wv%k|p9`_JPZKA`g z?7$Vhi*zh;zvR-LPRDMC9QzaDblh`y(@}Gw<BVqlp%fhk1s`jNHRzz1Oufvd(ea%1 zSKDERhV1_Pzhnn#@Qje({JV>WVF{Oy-x_F$`M{{%m`lUOjCYbG!iiDd4K;0q5636R ztxnj}kZ{S5?4v=0=^)8RQIv*eV+A<@LE?DdfulV?snA#7aBK5pDpJmmnD7));qSix z_)HcR#Rn8`wIon6WO%`%G=K`}b*yL5rJ_aKdq>Cz3TAhzrq<+85Zs!#;JS$d!));s zH4h5>k_MTw))YjK9aZ`uLqU?GNy8^G3hq9Uoo(QyppNg-)mw99><Uqpj(<<a(rbUq zS2U1eyE|^0a*Yh0_T<AeC&@^(v~_GuAS1;-opgOW8M5jQQ3u_~5IFmEyS+Xc&eHxA z3vn{ayh3Wai7tt9SMj(;I1#609~5<$ggcqHx!j9LVC`Ddq;iOakjD7e|8^6e40Y}6 z@E~E2xlC`eJ_$MELK30kB%GT8zd08P<vhC!c|Qxnfh*3H>zyDnHvCN$ZxsAL_rXS1 zpJ51kn`52A-uCeI=HR(HQFL{?IYOtaT=EW^Lm}!@=dLg_s4CYsCytmxf0TPnMa~po zWAa98#7(ix>*ve%QzjT)b~*5>hzTMnUE!azjd7h$v0$hg!<(|?)US3Uc+M!_30`Fc zZ%MN=uXh^4e(`Q5Z;AmDs;zZTcIjh7p3bD@4t-So@ycoB(Z|+z{Jdp(dRV!*&Zyi` z4_9xf7wS;;(3|#MY3zkAveh4<{kSfUklw~{`Rn4T%4&BNDP1INSU(s#se>86AN%L8 z=-^&@>-D8Xr_9oac{3Gt@J&dw+Hg`EpDAw&4qw%VNSdU^jV;<}H7qNpE!W2RP_q>a zge%v&1ZxAEwNThDul^uJ3nOyDBg_R&gc+Tpmv7O;5|hdov_1{=%vPBlx79$a$mZ95 zpViS=w$emtjXIn<X96Das-vj(_=Ie<8g@_$e|Gn&f*xy~8MsRoO+p&Q)TOG(8I$NR zI<JC)ZkwuM2^IXNFGT&ht_;)Jzi9GT#zXIrfj`#D_$!=wRHjY|ksSf<4+4}Bo0j(2 z{<R{qTpoE)Oci0Xl-(5nS^<H!xtBac74XV5Hos;}9y)cg9h=JKQMIJg&n;da^(l(m zR{W8}FFWl6mKAdNJ{H@3Ohpbs;c>wZm9kKZoUGAsl*I?70z*Z@lcrJL=(<}n$l1R| z=g~eHEFV*>&?kDt%4oBpe3LXPe~*0a+b50D7hmdL>qsMk-`wN;eZmp8?aPO9QdsB* zcUgiY7QfR>6Ht&ug3fw#oiquQO)Ni^r6mEz*;CAq?c!M2vuMYrWN}Pp%T$d05JRZr zzWUfeG3+M0|L719!*pnmC+(6b_<a%|kb*>!qO`*Q`4<r^UN7EfnJI#5hW^$&`Xcc0 zTAZ?PR2b_TBM;gX2_yB5iI``QFfv8jO9QlpQL*)ELY;sxBF3kMt-cCj=+|~~V3iQM z4)+}3Ju3u-uck|W`3fOsjp-H_eWFjQeCv3ngisdntUT}!2OClcOPQYtCpcwl_u4s- zmpCx8{SF6K<>7bUWOG0+X8RmDz`?O2CP+-=U~cHmq-z8RWA%Me&s{nA?0HoFf;9)C z4<A2iCUGEaa3R}hl#MZir+dmCu~GV&K5lY>jdt6I7C%q0p?gqnqrM*-<u9IIaFk-h zhA&#Hc$$Tb%E0L5-7Ii%KdY>~$-<U5oMqc`iB6GvQWCe8h2N2xJWOL2+I~z6G)S{x z>{xj9FoT8aC(ApUyO{X-uu8$Cl!?NODYcK8O!#{Ux9tpPLh)ahyV6=FT!Tudy37f0 zBo$eK;!G4jyP3q|V&Y(|&f+J-gd=Os8uPmu_-5toxB0*OT_;PO)hih2yG-8m{uBeY zj?`5HxeU;9H)l2_F<`v@9gn9s16fa2Z>KJ2Al2Gt$2%<s;tTS9oOu{fw;X`v3>{;A zGVk}+(jhk<J+F0+m?yHu`%~y}*VavanLtNpUAR!i4mxgieirs$Nk^AW)>X1D9nSG* zg`bMh5&wBk`UEc>dZYO(?T9|vb9t@R<YO8tsA{Q=M4wpmB$^#ON5fkI@ml{3qCX<` zdd+R6!2(}H->sqHc6i#}(`GdEE1pt!k)**T!+BVqO!P_bm4%TBDnv~`nQgpF#hb+z zK4yhfREp^PH0`7!+U(%PVqYp;isE|L8dBk@=o&03O*qpiEYvtbf#A@y+X<Z%r0cJ8 zB$ZGQ_)8_|={^dE;u5)Ie2C+_ANIkVf~7WZ%{bD8Gsk95QH3e!mE{?zoFU_u>teU_ zAIUiLrepucIx_xEbssgjLWaqQR~v?s$T(`TcWbgM8Cs8oEVLEL;CK3~rNSX2!uDX; z=RYJ|wwwv;7$%|ktwC(fOA_&SvUSCdYa|>GS`n|FLBir2-Kt`VB!op+^R}-hx<qba z$XlL-;CD;8w3d<(`fP2T+O!~M=EKPn-vqJgvFXgfOF@`auKN9<MG(9PPSp54|DP`x z#<@>qkj-(+arl-M%^VM>@A28onj`EgLrlri92>+n`*lprps<K+W&6(*h8IPhtQ}3U zrfc5!%U2Vew_oXUbeRcWL}gv@dT0#4lKlfh{KioF8<cG_Z$w;AT<=hMZG`>9iPd+! zjIe(AjB{+GA<9qq`hFENM8c+m%LUI2P~$)C@9b&-m7qDcz=%GW4VM+ucI)G}M5*nr zQ9WG0!%<Q?tcTyb`qUy7^pME1jP?7h3m?v@K=m?R1Z*D9{S&E+KP(vy7du^e+Wxj= z{?kFULGe(<OC1D$x}>%3nhw}0jRS(oI`DLOqxi{32T>J0%O}`6&{j{lx#X@k7NU1- zT|@MX!~4|y4UXCnSY&bI2U!~(&W+~&L0WjHU{cvTs)-u+<?a9SH6ax#x8t|ACZ_zF zg7il;pj~i}mFlB`=CMx-hsV|7Qt@E@aGW|MR&QG=>!?n+o7wJuOAXQ4i>v8-)$rwm zbnm+ts$hk>W?4q6B3*EUuk3&djKuiTt0Gl!tHm@_r&1ZtuZ!IhS1Q9X$VfJGMhP!# zCSClaln_B(WvivAgt0FT(ISnCC}@~Z><U+e{1&QIjIbio-b@8wf24p)-hr}0Uj_6I z3L75mk%!}huR~sk<)L&bvTuotJPvQQ;Bu&!!@JQ#ZD~Pr82&ZV)b~pkCiDP4hhxMn z|M!-~B@4GDXSNsQ%b+h-<lqow@cC^3XXd*!Y}1!N{#qmreJ5uAzqQiPbJp{)<Vb^E zer5MyffSnBjwGciNMTQOo=j=IB#c+29kbajiJQBUZ$J1V0UB?()oiK+o|+F7t<{u3 z8tp*E&PH+U8oo1nOIaMPll&K`nPMnTzR$a5UKCxc(|w~4iV}UcuiKE9=ocA>MRg-0 zfXA<b(j6kWZq>Q-!(U<O1X(2wH439=`=P_P6NQme%&}GW6^744Z|nc|fh;^~^zigQ zA$+Gax=g+n!nb?{-J}|#TLzoYbsZDJ8%Nc1e|?0oK3&FSw}}vTei<t3VhW)_=1V<o zfanj4G_|lA4*uESHZ;1*LAK0++}4vEm=xJv-AA}Wd1JR~=_U>a_uBkEZ_B||9o`UU zEe^OG@;WZ_a9}#~uzL3#8xc98Ck4CNcn~8S={3$q=#2NL-(76%9#vjsUBZT-9J!$9 zFdHQEDbl<P8`fXXE=$uO&M#0XD4itym|gSYPdy7~g1TI-(pgx$mhrBa=oPus=`j_X zh$(n#e!T+=UZ;Nb$PwOTuKOK4r9kw~`AqUaHxtQjpAO!C%EYIko!)z@naJ@remYBd zWAN(rll5DfIIf(dFW|_;sv{4hGvo+gikn8((3u#J+;)6=ih;UK+cI{vFc5iX$`(}& zG@P0_6BEOL)Lok{VHXCLYq{rEsWT9k@wh0I#elxFaq+KjbUblb^Ru^?jsUw~MQ5JU z(QxwRl+$&>4YSLp;%Dek`A*O8C0ywWVVZy0OUKqqt1Z_;=m;5<-kh+Wj^b9~2DjyO z{4^b~{UA$p&!O|Ssa$k;lf)I56Rw~uz~yr@4PhEjcbqGwq2WS>PBPIiheA^|bdqRb zR`75$LugncL0MhtM8mF>Jv^r@Xh^JnptN3rhNzj-ceQCW#M!yovUrIe$~OJ-dVq?O z)+fFS=ctgadw*#znTn{1&bI@hR50HCyi(#y#eTO(J2t2juB^%q5Ft^4yF<CzFDZ!8 zVzo)0BiwL#&V3`4f}qt^Cl0Np5PjjC!B(UoHgVaGOMl2vJ?6C{YnY7uCl1{Qy2)7C zy^42x3mLqp%({8<$vDE5)Alx*4Be$RTjExeaaJgyL7ecUnw|gt?LQLkalHMr-ji@F zL@+SmF$w)%dJf6;By2xBoc<=6gewWb*9DG~Q0MGEOG_nTR<XyvVm%2F{f9aqI+L)A zQAavtPC`SE>aIP~B&<8JOv|3|rP4D(gFPt-kG+-Wx%&h$%UYe;)+7i`i`R)0kN)Qh z-{sh71(rEfzKTi>vd!Td8f<>t#T=hs=&lm9H%BXZ*Zp)gbNqR=#){fzh9XaHn|Iu1 z;1S6%P4YLzTD#)PheWS<m1aNF6Enf@=ihr5-!jJCU+j8cX=60}nr0SWHUjexSFUNW z5st2C`MIdh5Kdp-yi{;B#9zMkDvp;85WaJ6gQ27W#^bYlb|&fLaEEK&g1kQL1;#Gs zz0*T=@YRsJ(RzpwwRWF0)kDC$SLZB6^pNoV`Ngbny7+jGBX#MrE>6C$c;sTHi<`O& z>&jp2z@YAy|L<HKC{<I1L^ta|ksNqWURMX_&r>X!@3rwHIsQX=p*A{YA0^ygp^Z(| zTv<E*dyaDV_x@$Cw2-ZtU%}a;g{ZTBvrT+j(A}Z*HlkJ&#|lVC63sNRAze_C_p1i# z1fGdrU#$VnIUF07*T7?mh8c^k>iBRs#dLN=4WG;sXI>vw1FbS?rT3UBVnvgE1G80e z-#%)c{kRI|7FF_I?N-6@{(JW**Hs|*BKtx9G8JT9BX77;p^V|DMV}A5DMRRP=E~C_ zlu%j!#MU{2=$0J0r7d(NM6b(!cc)bm1KTC-T-PY#$;SELH^vpPwM=8PRjC3do;pdI z>`_4M0d4<TRRwHT=-+DhMjn3WQqCUTFOSQYWW_Rh<so6%`fJy7IlK`cPh7i24jqQ? zBKRj{(UTXQ{p^M;vNeXg0(51OTU}W4rCbJeRJmoxbcuQ1u1EHUG@hwl2t98r4Yl?4 zN4DINLRhn^@>4aUTek1NmOLVfwhCFkFiT0yoD8e?cq)NZw+(84oFs6?rv8Y*7jYEG zoc`<(FODZ_7J>Z6;<(!{XqNt23`KQWW4;%}koq?LZjHSd1lHRs%8!a-jkNOhj|HNr zohwLPVJ8X&reumiiwI8dP}?{XD}sh5r=USz5&ZkHLQy1F7}xYx4IGLQ#=re?j<4*6 z5&0ySHP04?^;GT1{T3k%ej;@>X9yuBVf>JFs1UZLl-l*L7DAK<M|I9y2$73+UEc#C zd^P!2J}xYTT=RyNGNT;uj(3+Gdc?sR+lI~5Vh;Qlaml?o&cQ7On;#~j95@Yr`P$~r zLF4xot7A-w<Kd!@C{i38DI8n7a*Pex3|{NbHa1#E4jKEEv%$CZ&BOA&M4!Yhe|s>T zjqa6_+Z;BrabEiPp8-2I)YlK!{pX6s_UM9BUs-tT9ciM|!NTROfmVrUi8Z4=8H6wB z%{=UG$HLWn9ZiF3ES$Jeq3+Gi!md@e>J$A;h@N_0y^(MvA+#lyb)Jd8i|wAZr!gVL zjB`02#e|@<z;}`>6aQvg>h{SHuKc{%ME*m#p^_t7+Q&e5l;q_-?F`(k&Nqx8y5$&a zTL5k`@F~b`$>bRZqPVTE)a_xQ%7m}GNt@^vkyF!*IXbpHvvR-vh7PgzEs{y~bR4w* z>&=%(2kSv~_4F~qhv|i?XM`ihHOcRCLg|osm~3X_PDhP>ZHA%^9n|f|k5P>1xaND} z_pm%2RlYC!YZ!zxOMQEb_~<Cg6W4Vbp<(MoO=E#h8ls>3OYJ&KLs!Q8!zTM_m@xO> zTJJ@}J?BQ}99tS<L)t5XwP~2Q)83&kN`uLB1=+tmG}NB<T<+LF#g(9rv(q_Lq#r@d z?HDTL^xivYT2pb)C#v}YlZu9ZiS=3^DHuq&%F}g~f}1)*+JSKt%<Pu;j*Xx|^;X;~ zsvQLp4u(2aG8Al9y)(S&CmACV*QafU$Z%cHb;R@~83k$&*S@+;#`ciopKc!|gM7hh zIwOJTkN$rfcWoqNP1Uhdbq6w*o#PW(s!B%rez(--#blW0tI|V<h%S+%CpbSPA%2aV z;_Mj`q=v}jUyhP+f5VU5`w@gEy*lqg2{&d3_FWCLCi*15<eG;v(IYB;9WIh2Y~v|Y zr7j5KX#=<DgO7qRv~Fq4YY>F}`3%#oC4xA(HiKfDDTvnx@K`EJ5Ge;@ShKGG_deK( z!Y40SK4!qLQl6Q0X2_Drl!!QM2L6j*uNYUGp_@B=ZS{3CG%-YDV<pURqmI(#C}4_s z-_B!2J52C}KWHSL*97V^iAM*X8ROQ*CF>l18A1Qw+MMZDBkY`AVI=KigwM5dN%GuA zSod<pk{8Df@o|~@@VtN_V)%d4RT~Y^Gd!QqV`YFRnI)H(bn0VQHTB64TYdD~4r$OT z_0Z3yR1q1Z2iu)R%aw%nK<&FcAlaY`Yh@?f(Ij0+(>O26*XtrJ+I#9b(JPO8^0T6O zb&<f7SiZAY2iv%04gD*1P|$an*CbH~J^!ZSPOjGh=hZ?<;FLCGxu4FA?9;{zs>`U& zCT;x5k{ae=Yr}TMha1gHv~hTSoDmwd5L~l+<smmMB<<gn{*|c(E9cqcW+|GG<kibP zK+{Axj|(|?nFi_~x1E1hp^iTHhEw?->gY(^@nA{68kSzwWhb0dgP_E&>$^6oA-+0N zu5pnXqE-sbHC$FjkB>mRt(z*gp7<uSx=aPNbrS;XJyf70IM+jdu8hF0gOq|}%1FMR zvZP3iSVwvsp14Kyi?r+&U5*kc4)I%53lzb(CVA|$wj#2{=@sQY3TWOne$aq$rN*{6 zZ82Q|@%vLWZ7vXw+>8}c9Fap!W9K@zM{;lvi2q)1DTl+JW=AiM%Yt+2Z&~wES^Rsh zZ8fbWi=nK_zynWZpj~;^CuD;RykExZjK7sedyA8uU!gRp&!-MO{_lR+U=mH_q7=C8 zDtGQ1kVLV1p6DZINobuMsP#D}fq3qIyWJ`h_>xCgTv0BL@Vxdlxgz4wFCWTNC%VMu z_2AFIX;B#O-7q^}D2l_?m#1V6Md5Vk<M2VcC}8sWkamLzKBs3dq@58#pZqfChMgkV zVq$ti!i8A>?#T2V6vmH6@4(<vVa#y<i5)sD3~$Rr5voM56unhe3!N20)l#psA(cW% zTD4D3|Edrc+Ztu~M+ss6#o~`3T*=>hIe&be5R{}}Zrg1kgg&o9M->$z>^*mJ-_Bng zyxA|`I`EbQ=g}xvx7!@Nla!?Y$|t<|bhsrdo`V>JJHiTq9Q5vJ=YPM7g9D3i8zq`? zP$HI<%97!r|Ffs!!38!bfs(lThz-&E;!Z|HpR~@s=)RalOpC`pDN$_Lmb~=w+{}jZ zvEZp~%522B<nihWvoWN0k1RuDW7=W$lbaJPc+;W}h(2XOI?MlA^)(iPvbLRbJIaDX zjF{JIM;3V1kF8xGd>NVj>@h6Mf*6mf-Y#AiRvfx}e6E*?uzgpT?YYZ@^1d)1=gUmA zsF>ai-_8WDotuo78xt2Rco$YP36HGe^`4C~u-_t~OpfRiqe%h7!}}R{;B~=c(OL#% z_4QJ&nKF<Q<hFQZijHReqLTFubgWf4(nGsSCpzcSzOh_7j_WLc@hqK=Oq*wuHT&q` z|Gr=u8%)Pr-S8fMJ34}GeUz&diTQDQ%`qW5t_%jIC6MV@H}Og>ZV4TmY+7d=XK3i# zcjNZEHX6cPI3F+FrD0GoYs&H@4FN4{6&6L)a9%NL=eJNAK2Hy6e+ZzV#?5^D4R;#4 z#aUGfVl<SphXd#=8eW7x_n25jgLl&WxugA5#3U;1_HLnqYl&Th)g3C7{+@oOc!`QH zq(`S0j!?0FDUa3N9aJ>7{q><MQ(@8n`FHJa3SKB(v&)>KASbGN`005H;(KqO`f`SX zZzoS~J`_oKv*AsegDVA(bkxeNZ7JX^q$sg8DM$)D9nsB4!EJlF7nO5Fr+kg>&+R8e zP&+_c=_VP`1|LGY(#Y6Qskx{qf{X_1A49^*WX$(^hQAdc!?BIA>B%1we&1iTy?B6d zrcS^+v4w<X$B(}voh4!GuE*DhQ%Jbf5MzAahXl^YZbp<X2@F3`6CZUF+RqtD8H<zP zcKe&omr+4n2<_uaxg&`3o|kK_GXzm}I7mS0pdhw}4(%5X7sTzxrUMoM|JN0M9*dEn zNHb^|?Ot}#$qdCO4|+W&=C%&5b9F1si0ep!gHD7e;lW8Kl(J1>zjuM_V2~*m3m<v% z|H!)Uc&h*Z|Kmu*ID6WA@9n5`PbEU3fwDpxMoXkbN-0_tDMS*Xq%smBBU(x&S!E<t zRzgMmUhls?zsu$O*W>a$m-9N8%eioQU0=7?>zwntS<8cMRNKb+OL?#iqMaJQVhX;< zAtR>^rqFKDkQ@~-#hLd`(Ncvb==KpS&$Ti^TlH40w^PO#>pk{NKhqde5@&}#X&FQO zMn3D)MI(4EEG20x8)0AApH%k~hB#ZY`);a{AvCVP?W4~(L>kZFT+LGhOr%>z9^Gkx z%l)SfbI0`YOmq3xFM;}qzNdESg}pwG<;y+3DW;DsX`PHn!WXOK&G8lmdT1Z#Y8yN2 z;Vi3L*h!f127|jx9_r%J^zr14LAq!Ya1%eaK^NV{$C*X%bWp`rJy>vD2fMS&8;+~! zpeHayEWJY;9SQ|ItPW{IpL$rsnx>74RecMB!nClmegDkNXH67cd)T*dizWi<2F~RC z(m=CdO|`9s2D+az9CVJUL;6SeA-}ci*eV~qp;ts5&mR<tPn4*k(T7FX-l2vK8Ks{6 zFIC|f&C>Tjql)|stGX5uy`pPjkf}GL0>7(U$>!xMXjcC_P#mO!&RdRV*BQh#y>}=1 zfijX#QTv7Lm9bM&;?nt#N_cLuc}>beB?xyv=liRw1nozLoG<4Tu|4RJ`CXnOZfLZO zstGINjC^6%c1s2LsYQ+#lN2zx=vv#AQhCH4X>WOHA&+laPcChLDu>TICiX@hkt2?e z``_9r$f0Xpi$(h*S$zAmYI@IJS!i|iXLj+)BHoTMH;?dTp;93$#Z3k~G@||%XUL#b zK8(G)NE#M$-{Sj6q;NYj`^z$SDa0%|w@xcb3jBYsd@&l4#9@7%YKi-jpk(b>R0au9 z;~JX&Wr)Kl@LRQOq&Nmzq;$$Qi{n6bAOC$Ram;*vmv3k;j$f*VhMPpi@nS(}wzrHJ zymX%DmOSDjINH%AYKV)a^bej+*<3g}^!2sbaPj%@#ZKQ*4xR+oof>W7Aiw*@(pRrJ zc%^3@`sgVK4@b24AIEZ__@ZE4a2N+tKL<^>?B#&#5tDP<k^`fhODUFG99#<&aSfkk zV|weh2MasdP?KA9=zJA15BDe2)7e---H?6#BpVZ&eZs5#*$_x?X%cW{qog_VdDbd6 zP`_x!Fq4gV9qqc^zgYNOcSx=A84L7-2X*99SXh1Pl6Kw^7J{f_WsBWe_$3+iB~FKh z5&^rXhHMs!w<Pyw68#eLl(LCj&qSx+`HtuJnTWr1w|hq-6A9~6HCW+Hgx*OAjM+py zuAji1)?}h`)n_IDe+<w9*S&uFl7XlNzp{dh7;xBTCUGx}flHaNaCc`QgZ{6-#gu`? z{wCgDgfH{O<%jrx(J>hv>{ZlG$1SI}-q2@sj9u8Npq@uZ&gF*+{V{apFALlnwTliX ztDb{%pd+?Te`TyV(LK#m@h<b}xSZv+A^Rnb_<KI+x4T1wHs^8;i|ChIqsNt=9id^3 zNxEZ65Dk{oYn1e@Y1kTc^#h0KmEYU|=VvlBoE%~;N*AT!?v?a}3;Z+;>qd!h9HAom zed-mH9x80!Jn~^SQqlMIVRdc};fc_pCvil-v`y%`ZahiFR>uqli2y466?B#RHc=sP zI`QdaODZg_=SPQY5l%&oYX>S&u`Kdy4Ua@ciNT`@%^3<FI&Asb_L>6Uz7WfcWfXW? zXC~{NrC{q~rMtO~6l|E=?PIA-L6^VB?|BO-=uMK5a;YHWSv9S5;1n5OclT{d@+2cc zc<t@gOUUSnJ-%j;Mut<rsOkPr5*W1&`HuA@w0+ghVq}w0d6RF|P$CJz%d4cno+P2# z#z@7-l7vmO{b_VX63)B5jcJ}oLL9en!@cjKh>zejCAN!Va*(>tw?q`@^^dyCUlfIF znfb=IJ48_%bp7L{wW46%41aKn@a6Vj-H9-BqF?s?Oue*36p5{q`uxKpaCVoO_}nQ1 zyJbgClYWSRQGb8)7_mMYe<bg2od^bHH0r<qf9JsjV@B*o2Fy^NW^ppH-wfd~yIc8) z^&*|{3kt-VeP^<76ERgBPM;AVW=p4`Y)Y>gVivwR=ihCH#S_Booj;jjJb|3MugQ$q zzg?c1Zs%d4r$brqKU2t;9Nuy8h$)0Di?tLMo8qrYaLGui2?p<d6K}CJfu2m|0f%m5 zXd0b1+2d)9W7|3{`6`THF!3xi97eEScCF~aOG8*yk6g@kGQ@8ae*u@@24I>MZ$Z8R zETFOIt%m^?X|BCAD`bF_F6U$ES^8iN#YT|j^|AkDXWiAWdhl|bFI7~lhwj4D6RTtN zFe?;dr?`ahWrVY2-F!Xhd98bXy+RklH`7bk?a_s#t83wD1znIAozyIzr;D(5{WWUU zIxzj|H|;S`2lSs(nad7pBYNl5%Wwg0BqxMy?TgbwlEla3m)Tm-wboRc%+N&kVY|2I zk88pz`Sc>Dr6v+IcV$#lHDTA|qb(Mx0o(q`^&ccPVAradfBcm?Zm;hNI;N(MIrZq% zVaaMZaY;>V+io>{UT@;~Oic|wiSM4DB%IlzOIMD!QN@FV`ww(}so=V%j=|Y2DySOr zoOXV!4F0Pet_b1E>_+<}YK0P-bl)sZbyvdGjNq4cO^Vn&FqON+UJ(k~Gv~IqE8tyG zZJ|b#0uEhM;|pggATcH8;&Xp_bVs*XE3cDB?%6L^OmTT6u1q%+xGM+kwmW+Kge$tK zRbrM)<X~>OUiR!$Ssav^-B21Xix)1vp1X%-;4E$#93v)!Q>J+<H(Zy-%LVnjM=waD z<<ZG~qYBa(t-s=(^;rr%eUACggeSuSD{B7xTv$nIb<gom3DlTrzq)TMfrUrBmJU}* zAY{Sr(y#fF*d>!cSoK>1Had@DM_x(5$?yItlS~QF1ZFI|oh5Lq-s~1#O#&|ueqK=7 zDGt8n?rHTq#gQ4DG0YVd$5jWmj&+h4ES^b)6`6|R7bkf|=Tk1i5@pYAy~Tz8XHl(y z-CQIr+&{HXp9|Lqr$4okxG41Uf4ZxX11E(swVV?ieDH7mm$r%n=Tg?JfjS4bGm=-9 ziE>cRHnve4WaAA}MEv{{HgevtIJ~)t4f&j`o7@aG7Oz|Nvf?!1O(ln3ZNtU}r{wj) zCTuLRG2Fl}#s>XPOiZo-8zJIlm)3qGdgND}@Vy!qS}2ER5=&U<5Q-FIC9z;^I8i1L z&%%*Y7eD+u$ATI;V@vxf7ODnU3@+Qu!km)9JfXELXtq{{hsd*FCpvG${0$Rv!(|tT z3YjQc<Zrw&mI+VB*Q>!cOq3Rt7Z?~Zadh^Wn)hD@nB(NgxN-(oF86uvd7A<11GD7G z7zQ><%#pXbF|ep>0gGZmIP~;>^HX&Oj6R$AIV@m6f6!#A?+YE9_s5o2zof(Jx%0y{ z*>s#3;N|z6q{A`3GW}&J9X2C^%!@ne$S`T#q;5$EL%MNgy&@efc7J4~FdcR4xqjNC zG|-Y{M83SIVPAsw!mZgf9P%d6CfwO$D{40wM#Jv!XD$}_(hxdY`RKYk4P^{_Ez`v` zC|qwEUrhL8|M+&jsUZz{&-_xRrD;&?nRn*tA{s_i%wF1bP*M43_mk<zRD_TM*j)ug z->hyOxSvkN`H2Pm5z$oe9xrM#*iFS^pM>u{wp2K}sNbnvLWPy}`{qb_Du!2DUGd{k zp?J$?m?ua@nPt~q>%SEIJKyoJu9AXju`k$tnSzfgmzpU%DR7M4%sHt}LGexXIW8Xs zs$V`{yW2!Y^RIuYOS8$4*k<)m<SZF4e;hu_cbtsa3m&}QJ!EunkM4fwPR65?>SA|^ z&dIxH*Q6p$#_I4pdM)2c@S2XOD|kgh=^mDZQw|Bsr%p0>mq~amvMFgJF>lTPre<@I zgs(CeuS*>!f&YZ3Gs%zWqUAfv>sFGGe`MM*Or3<xpgXGqm?UidW<j%<5ykcN>kH;O zMX}SVBd_~~C{DJhZ%(=+3NJNbJN}&i`@P8KsLQej@6FItW!vLP%%^#F<7V&75SJ|5 znNB$2R3a7M_SOu4Hw3Kaw3wlPqshlBZDttKuFX#EAfC5SVpzF`c>IoI=+Fr>_)ibS z$*<?(_^hCnZH+1My1qZJxtL<Z)egl6!zNf<;;k1gYy#5_GBUdeN9I0_%=FWY;Y=rQ z+BR(j2Yt>(@nR!1f0E^YZfAs=&VTQfCJf=NXcDj`(h!*kD*sUkSKOxCcMe4xAYSOc z(%Yp5C_5hcskBxfVbynUoXywA&KPE8N~}I)Wu>yqH|k@)-5$MHWPMPL8osN%&_m^( z=sT3{dRQ(WE}O5Z2fsnBMDYS$gxG)d-4Uw`?}355E-zi&Un#G0m#Yh9QwI|LtPa)` z1Wr0=>EL!VZQVe(HaZO!d91vyjniI{$J=<?kP7<yfj?6Vtb&RI8q2h>qO7>FxJ(mo zX;RGFVVV$YO!PnFpow|AQm%%mXkz??h>B>r29C`c6e&4qfVq^J)I6vTuK}}*?w0DP z@712$c1jJOgp0F&^{HZhzfy#BoGL=AkL|o+sEW4<fuxx?Dqv?dTJoP&!6^qFoB2K} z=s0{fxu8uMEq&v^vfY$Hkq!tys;-PX)Y1}mkrM3o7t1upDPf6I^Q%I_n;D*Y&d?7< zd?3xYeV(F-mf<u;ft?}>THb_tlq*1fWKZ^zT?)v468PZrJ9)SsIdiYqULFOH)wa-o z%AxbFK+@1rIc(Kd%AK;8!^!uof%GC-q-;*)>)0oYh08RYcTCA3U~gb)zlbb)mYH#5 zd}OeoZeXcyo;1$(XB_KPlg74I{_R4wQZV>yu(xTo6#h}HFKGRg#G07VJ<mT&LWEIq zLZCzva_eitc3+Xi$|EYa-OD5qH$T_gr$7Rk_h)FgttHU0x+Leob8+-fcWm8YEshUQ z{H=Q*iJ?iyTSVcE7>dvGbJ<ieXlF%>I`?w1VP&|&;xsOLuXtB2_2NQ7Sx?hliwixW zGe*|mI7qTJj|(m4K({}SoD;=C*ODjYUi&#X=WhLd%!%lm1AOks7XSD8vcD_5jX6lS zr8v0jaUh?o{5)TXgA*D}D-`<JNDCp!*S=sQpPp53mB+@ewR-t)FR~F$$<+)9WrL4@ ztII6WFSH8%p$c0zoR06|=M!gR;OfioA(JfltbK6wc>@dbB)6Uu#ViP#*1lCtW}&9s zb-!353+_V;9WsJhXg_FvC(nq5?4J5wiVzD6Ur2lHXk}vkiI8XW9y6g5aw+3L0uu-K z+!r1XWWs{wd&U7w;{U;3ZqpP4t!DyQE5;aT=onzWdBuRsy3s$5*$gb5Sh1}8I0LKR z1U$SJ$bk9A%!8)(4D3=_vN=zYft>QmPA3rtTuJ+n$`c)9@WgnL@;AZ{PQS9mS30tM z<tAnOh+g^3jGFjBN841AL}C%)kDU}YT_^fx+pv@DIXVh_-vw6&(&78_@9Y*kI%HyP z4aYR-2)mWGxKoafN(BRvS}q-)BQmneUua0a`sk@l7Y$Me$xU7LG~6hhoj9IFgKoZb zwbV%(s#k06ZQnt|(=Gf5-*2N~VbQISpyf2g#JoQLhfRb3g5<TwhpA|uo|)&>PQ_!Z z+CsTHDxSR?5O_%VQqrj+927;xM2;t!<wk|}?n;?ApyKI9kGGdqsVMC8sqmyzv1a<K zsp&8UH72naX4@$!E!7q;DWYJ3+rbIh0~FN%O7*I<r6A&`X<_yf3XHE^cq%7Afu-c- zHJ^LQP&=47Tkx8U$eI<e!ivZ+d3QO(?g|-pMjs;M2uI{Li0pJwC8Or&*@d0sM7OXU z6rT2xpfJ`u@7NO(jvKNs*%MupTyc8+yb~mxSnnhJbq@)3X~{TgLBjnA;i&+95;iv7 z-KMaB1ev`8`u~PRQR5#t(oJ;Dq2EQ05rh-I<*!X74ijGNvTUCvy5?<-Si^$tqG<dj zA3W$Pim&_S6Rv2BVoQ0M-a1iHeDW`jHvc68+tEAf+lZc#&^l@@XJv-127V2&H-p{c z-)58EX4vcMef01(GpzHD(>j}MhKi`kHxh|vxSwox{LTe4yi4D5x#*G^gt9$qTq4Xs zI`oTQp^%3=B@t3hJ*E&Z{(Sn9zbT%xc5RW?G)0TPhvB9Q6WshIWMv<1f|}yp%ySAR z$WhIu?aDXC^F8}={>d1_%p9R1SB&uM#ojh45hJYONDsOi8X}TubD%%Z00;8!Ik~wQ zK<P@hP?(qjqI`CGRCMaYD~sFiSFMjzVT)HpoYKcRnU_bhJoG_7UVYO;NFQ%sh?&f9 z(8I+eA3h?HaAZ~pTkQ4lcUtm{s<0k*<);m(_3A?KK>qKjI9+gxw3ocK(nam|wB%bH zU96bwb>%;$gGEg)tlMfjcylFdShPeNrIoo};~v^*bsM@g(yoQfM?CeMHCk};D!cRK zuO_UIuM`?h(1bMq_^${HO+4m`u3kK)fy)&OUv=eZAo?SH?<yM&oL4?6zvHqxs*|c* zH1*Um{MxO3=W{hAa|0S&0@Scnf%>ylL=DINhEGIfszUE_zwrYHRRpM<P8mv4!Q!=w zvRmIOW5cqP-_xs<VJq@cH|muVG#JAA1{O--B?b8VFHnNk>iu2wauo48bH2Zfw<1<d z&HQpFDdKk3OhOsq2YY*)_OB}n*kSZVVTY{(oVIf+u8+y1|Mh)2zMb-Tx?X*30Z$$s ztZ!%QpU7e2zSORK6FJ=f?Jl;bT^78;&kthn$YOCo;P@jQS(q+6Ih|B1gCd7+D@`F8 z#2)D-KZ}+|Ps)I&mYy^ghKW2gt&@UoW_{(&Kq;6tDG1iim%_=8%1!l&l29*BGm3PS z#NpG|Wj$z;IP1ONXu4hkw$=N1B~ucJjaJ`RWF>*<vYQsGj)+4fV|HbmnmFcuEFab( zy5#ex3p1@_Vz~7y<;`4`81hH&=F-=S;k!z$j08&zm3EnXC7TIHws$g)+~;Dx__b{< z)?8Rb>3WR5<G{SuMmx8bgJi3sShH*nUR}2J2tCAsUheYcO=~&moo{kdR*8eX^9x_U zArswl>hX?^6NDGn*19h2VMG7l+=|f;Y@~0|s!gk9<Js@>_<z^f82_7hu<8tP$n8FG zWdY$xxcK$5>tI8R<M*_I#D<^ogJJ)176MAbG~9+*P`s?wr`N>-C(npKuZjiLTWTMU z+-5=N8@Flr3=7|vzdv()579A^%Wf?q`ed?q&+nC77V^JuY&_k|#BwEjD^fKRYAHW1 zdc`r}Y|B^u(whnUq9f+J)-WNY>vHv_1QQFgWa5)Vn7B2tLY(`RfmaP{jcz_>fS;GJ zMn9E-ohKaLemKfNMyjr&n=1plSzX<e<_w%^I54kDm4Ua;lbQSJ49E%XUuZf*#{&N| znCYY=H#?U0>@^*Yd=lZ&C3HLy{Z<rumySWBO}S2)bgbXD>)_90bR=~*+U;?nV=d3= zkCZtb9J)(1*@%ww)0Xr;RXTPyhAw(Scv3zdJRUYnLt>5U0@f!QiWGZ|L_W}v-aaK# z```Un%=j#+Q8XA=?-}|XN&{!nb%WPFG+e#KySCAshR-Ss1~oKk*nYM}Jmn7+D+g9) zS+)K5y%l9?wdYhMDpb7fC%WatlFIELvZ)AcxAr*^L&d9l`Z}LORNS~fbX3}t3a>G@ z>&+HKuS{RqbVG{@OAB=kXBrhtbA05TM5tKHQd{P-i127K)5Nfi0_uQMh}s7V)(3qT zy>p%LCFkGTO-Cp&7rK=vvW0?lhZdPGOA0h4V#YfRDX^8+h;7!T;K9|e%)5#dY*X_0 zwjU+K*T~?!z#B3`FDw<Rd_Z)I=7!^^6UeChQ{lF1FB!X%hNne0lF=`}S2RqLjO56* zx8;A5&_eQ^EGQu%#<!*JbSepNiryGW?Iq#QG*|bNBMD8mbAFd}Nics?bbA+-gvq~d z^S%<^>{c52`LdpvzO}!ziB2)hlPd8#EsFB1(<jxv34ds;0R3hE>lPJP&iv%BJftkP zSo?IChs%xak1ze=Ay4?I|HGd=6q+SBA0Ogj#AxVK-ZvgjbhIw98RX$lK)gjPv9=sq zMIRjC;p5|C_d|=#ux0({jb_C2!}PtK&z&(vdD>)3{*(zE3%wIh1ezc~A+*|=WP<(2 z*g<)b#wgG}tuSk0jO13{bbp!=4kYmDJg_#xDmEqZPqiUJ&+ZjdTVV*bCJ~)Sg9cC+ zHJD3_H$auo7jZ$NQ{0V}f2l4qfRCMXS8TmLOyBIB^++aqMYvC8aF;%;3y#L`G}A{f zZ@Z}Us2<ppZVI&-deD0sdUZNV4;Q4<b^oo`!);!3<P{}7B<${OHXGJO(#j!s!-u+v zs_eU#a#R=Uf#-QK%DULS=6zV%pbk7fsNWtvt%F3~KZCHvI+z@YNZwhbjhV`@h=r!w z*eI1_5ph%tS*nysTRFm+VH3{pSWRRP9bQD2(<F{7xV2iv8hEXfdhdy~1`O*+mu%Y9 zv3V->(}fUq+?N*cNE=qe{m5O#x2@H1yENH<?>$wxiJJGU_Ep7Nw`HHdsHq}bMX+%$ zMFoG~x_@+bR6&ENfnkn-3SvtbHv+CGqfvc+#7`MzY+GIJ_3efdE_!`Y9f1<M;~v`v z%_!pdXu_~~x*~#ZCw)_PCVXkCaj9i1Vxf`8&WlwF_{;K+aayMUMwFmK<WG4#KPf5L z6)6wp(!YnA^yLwz?6m*Hm>l-4QS5FClS9>#U`npM9Q3A*H@)kSh3MBBv2-6<h<Wl! z9GaEE*;>or^dmCRKC^(gI9nQjcU}AZ$6Ffijpnx-?n|MeGh=J%LMhy9-0(*BjwJX> z43CjaB=I5FadxOu0#^lxx`F~EP(<DRYt@iAZVgfRTHlL<lPdJ?g_}6I|J=`JXNY0w zj`QZcJ~8ksvNd<Piow&A{$szA7&^pXTR(ZsMPqEG!t+QjDm0SQS<YOL+c&Uw_;c}8 za___uBQ75HJyH}F=VD!t?CwH-F5dHnULJhQL2ECaWu3!8$j~Y09|=T<bUh0S3*~^j zHQ$NPmGB3d@9tZ2;3n*sJS)Y)=3(!7yQbJsNmRP}-}RQ);VdED+iYADx8nZY!p3m# z;f)6uvvE>umCgvA4K?j8rI%+3Pj)G;7XQS;JQx14hqWx6x|nF-oWp|onmNlmp+t}9 zZYUnJV!>iErDL}$3&!%l_l*m(&<n=-^8-v6+P`jI|B;D1UjlaOKV#x^-hF{5c}#S) zZ*kjrh6()-=0CN=nNUjLn7#95LVS(arkfj>_$j(uRojq>;P|6Q--r|aqAYD;_Je^c z$2H893I>GkMxQWGV_;0W_(yFR13P55H(&K<VA;mZ%!sW--;6x>W?K+lb9CZVq9g-X zjgD`X8=^yS(LhZ7D>|OuYJ9Y>fDWgY923)2I<no)U6#B=N1gp_p>!M_O6Q&Kyg5XN z?0f2iB0oCvXQH1kx2B_7D7t#pDmnx-dE)KTbf|BsZYX2Xv8q$OVc8%J>u#8T9(_&2 zD*v%JiTN~ii3)nVT>kGqUuo|b9i@SJRDcxYK*O$gE!x{x(2(&lLxiqKgJb0Em;jfC z1xIeQy<I?qBIRLm+z=IR-=x?6*DK-tKbC*KLxou*ZQjLmgcHRsc{{?X$W^8EuLz`~ zbm_Y(aiU+!U!5)!v?tatrtO~?Q*kL{ebEsv6{L9+t1Q1!5aN;_)Arx_Fd+~58#gFm zyg%b-MR*dtJB>|qqk!$9GWOYm0+)O3n_>w+B2sRzT}^b%^GCT-z0G9MNzzu8HDtV? z@ltGK$uL~<y!nq08L2;_qAIM&5WTUyg-0gi=Ssmc4&jGU@Aq>rI!SnW?B?~ryCf6| zy7#%Kk$}A&-GYQ89931yElUzI<XtN)rAhdEVY{Bt4^iyo9(x^MMD)t#tb}buw`?pK zzh`ou=om@&Ps<}k5xf1k3(ZdyLYukAA6kjx&jMrJ5rhAG9;_{>&O~mEa3j~1@6sp_ zhibIgf(y;?DQ^7=D@`*r2mbI+USNi_3!3Tm^Uct5rF^%hpcyh~Gt1qGIe*32^)fj# z7=7ry&~0djXK%lJ(LKvU+d|`$*2P4(<WC5Zg-o%aKtUtM%LEUZs?N$36KLr-G@W{H zjMLIt-5Yd`QJqk@Xv23S6z2YVlxt-~^p>{2jj$0&D*SGBF@|_{vdwOXks*9@3}#9n z8GxB~aDVnm19ZfBuk$uEz>k!(RhfSXN0{cnq8<{x!d9ri9Hfs&y9QzoS?Oc#_OHXQ zf9s*GM5KXJt_RtMhfbQ2dU*SzL-5QRJ#2!Mb)bwMszz?!yVS3X%v6i{IgPpq^eLH_ zK)7NZ>UQOrt}e2_l(4%6bRjo)#(!0c4&)5K)JZdRP*>BV=Mt%nUsr#xnE**Zw!h%l zhR@{+SDjN@5KfTV>8hxOo84(|b80p5)lZ=`DM}OFm$ND@7HDE~(XC*!iyF|kO(5TL z)WESZu^xO;hqQ_G0;-=nbeuArGa2fTPpXP6C{sf@-#*<}`f7+XDewE>tcqv(9ahHe zDmariZ~m1PDtMPLqW<xhGGxh{zimFOjI|GBZ#~Ob!nQQqa!HC3Mx<^nU;021uDW)H zu5yY{+xhL|-VOzvJDBvP`ji5M{w8Et2q~biHF=I1ArI3velbeM@+kY1c4cdo94H5e z9OaM7;o01+)JKkT;5UlW7nqWT^sxxB5kFb{S#sOxx{556#VzfRRmdRZ;?!)Xx(pV7 z>iXAGDGi6*cl(~5mIj|^XRf-TG=>%#J2wtU!De)|*G>&72wJd9C(<Rc!q2$e%0dzj zyM<(9vm|gjR>AuI5(z9ms>#QZlt7Qv5sxY%3B;MM3bz^+hyTdRRBn(szFa625iu4= z$twOXZ2@s;u<q*JC4AwY+_u=jUJOnrTYX=eiV?>%8UBeQT)ffxb<Ot{7XtN_51LPM zvGSbp)+siZ=n~6E=KX{h!)4!7t2nq`89GM2#)0p{zxC%LILP+9bW_TUgRf-{B?&7y zSe~4w*T&?)^4=9KPr{KOp1;M~o7hPH+mvywj*a{@UY1h<8>jX?G-!%r!=in~b>IDL z*nRX{ad-89*HL!g7nEYdM}4zW<Rl9rTa8AN%2>#W|9w#?k%e3QjD^*aEZn?&=i~Mr zgd<C2CM7no;5yQ+mv6+vw*`%#&uFl~o@<H^kYnNZgv4a|7!!}@&xRN`GI94~*50@j zCazm)rdDoaV$-L3!&B>-kX_k!X2}vJtZeUo3>Rd=De6UnI^l?;&xIp3jSM_o0b}=E z!jFVuzRoBHF43L0Zuerqp!Ds_(WMM9tV*}lXc2wlWbrYK%fPjU@L&Ue1|owVZ2$6= zjzY!0h)*8~4-SYF+^(bJf@y*ImfM6EMd>4QNp$?Kh#GB;pkp4FopXFE9gE`nA3NC7 z@m1oa%`a^_mJAd=*-CVYc$L)3qB<IW#?(s6UZTNjVOL#i7!A=+fBw$hPQz4K&(Qu& zG;pu3s8=?jVTLc>`?EOFE4sIRYe+Q0ZDLP8Ma7sTRnPw$6(b2fFAP6Wkrz?(;%^ld zvEuA=c^On(C+#Y>KSuP*L^_rR6TKqjL0jNKMM=p`<GNK;h%tA4&tF2t<xh_Jd*rC- z^5{QpN2kJk2W^p_02RN6bdK|NP~dib*x=d&3M4sYXO$u-pvY>hdF@PrTApoL7U9R` z6K9@YHl^UtEJKnfO2I2e^J%f)WE4M$Q0@CnMx`M~xUQaz?Llo%H>8oV&7wxxESikj z{@}AZ$H|z=WPcwbT=`d}KUZi$#`xgu;eD!P^j0^ey0gi+a5|f=!AHE_(*|eOC<)80 z@;+WAIz=?Z#xsQI6r(TmFR=+<RJuup7mZ1X^<DI5DbXiM2h?)L`$SQf?(O^P1>uO7 zLuW{yC_Z#cZ(JBEii66XBXgdj&}?7fcEd~*pDZlSxk`#+u>4>0bFu&VQl^?bStLw& z5ioRpK*S8f=8lf1Xl6M3<&{qXomj{DJb5c-hC*HOJ^$T*#qgtfb4v~nOLxsoe@@^* z%{TnCUmOo_m^#bfMe*=`+r_F~5j+Hw)_-4cm<N~TSEWDr@o=WbFL}NP4=bll|FpW8 zVtn(M-jy9D*f&p(_uqYq1LUYX`&Juc!@O<!w|5v}P<-ZB+@K-$Y<KL~6=#Ub5A>21 zVutt{sqove*#PgoR@QC5XaFl5>OAjmfY#)MTU}%WEM1p-E22*yC+mctK919epOn_) z0x^9^ZLGN0{ZS9By%irFlk`wfckG?uUOjjixwVb1(!-Qm$Gsnabg_l%eRfH<E^dac zRk|6di+LOM&+lEM3%8BkbAN<&aaa4!rol@(xOelzqdX}cytx{d;GLxnf6WJCE5fz0 zM9(j<@RJq-pXh%KPtt;WUQ_awty<VylB4@+KocwCMndzPH4$UV*SB#*10wbH#ha2f zAQ}Gi_0pvpxc~5@#2vZ@a>m2%7L}`GW?j&YZyVIn7<k5vHBTMB&)nB{rKn*SbN9EW zo7AvybGQz=RKXPfv6y3}3WbIj_x&4G@T2qkw562_Qb^`|FHR~$aNnfY^FU?9Xv8eD zCc4G9M=j@)gc8Uqc?#RVC_*e^=$u!iBFr{GWWSjrVo&pZF3MNHXO}UzG93kY=)^~8 zo|i}T`2$0jmde9Oq^&+ZT@Ff{;->nVW#K#^l2_*?iv<B`k)PJeB2ej}zxiz${Gxdd zr1nVTaiikHyW!HPTGO#|>4X%XEO%Ghen|@NjC@}kh!d`uiRvl^O2XsX)bxW~2`J9r z-Vl%?fz2|KhbopzV8w|yKS~88pdwGtN?R-e18K*{m*z=;T_0pLw_P0TnvOIoRg2-d z!|;`;tzszqQ}jGAn+u;Ch5LV<;UeDQtc^?p7neKJF3(=zf?oGSh2zA<h0OYcl3Tb4 z=k(;+t8g)!L5nID<YJAq<cp1WIau62mcvTpK=tlgP3OHFycOP&G_{!n`>xsaJtiE~ zw`gn>l;+?hf4*+^A`a$dX-!VF5nU4OG3@ey4Ux^Y>8tOuQERcnv!3w8;JZ|L;!!rn z4~~`A+OTo`@BS_ebv8H=B~L!l*eGec(0Nag4T{+8DfeL(Gz|(@8-8J7_I!in$CoUG zx_$|~TtfKq{xZ$>CJV>!8uPcEU?FiTG%6>Ug#zlD3s!C{++cl9?=)xO&cbqT%LEg( z22~9fgfA{)jdm5;OyYPu;PdMLe($C5c*9g66GyqLCCXiyNUBx5?O@JC`FPbGwgwXg zp83TU6eebFjfgKEV4z7jDxsl{0S@Wd8|&)~Ton6t=)dbNewNR4pX_JgzK=${^F{^= zz3%kB)n?%Ptm*0JQVdA4bI99f>EI|nyuj=sT)FP_HI(R<`FUaoBrnntf0DiI(LOpV zzEKMfY@tIu!)4<dJ38Jvti7kQl#a`zT^55%baYglUhs%XN6g8f@qPSs<k&~fc}>tz zes!Di;(i+Lrao|)enZ1+3%gCXi)pCZkf5|9nTDgIi+kix&|ue~+4IhahPX8^MD`Qi z@>cN01t!rgjrXTSn?-0SeyEdkahwW$RrXDrH&h6E9$Y3=N=5qooBFSAP?7&YQS(s} z6?VUWu`*(*Xw^S&7eVyPh-v8wm)*p6-wcmQI8otM8<yJx!XLc;R;5R5H`Oe0U7iZI zH+$=878U26oIZ#Cpy0ixa@$l9;Y<AFmLt&=q*eb?Z8sx2#p<>`_$V0VYUQ^#k@0{g zKDLAK#iM6P4UuH%(NrI>L&#_fYe^s5Ooo}v4yhDF!lCjHN#Zjk)JTbVe<gZFRf+L8 zyoiJm=ehTbB1l-TE|Y)9kpzj{ikur3B*gbUm);~vLf{DBh55flA<MUFyyBfGS~sVM zAH64v_R?1l8;D+MbDp%C*&&L#f$qc4ZACF(sbu~!RZ&Qt-E$+1aK%@ZZ|idY|GDzD zZq53RM?9oE745eu<)KJIcb6G4eKg*hwU+RZ<oDY3Lp~3qyJT9%(|CB1bxET!g@<Fy z*T?cM@KDJmt)ay7K+>J554=V^kHHz<b%}=@jbBS1+wrhj**&V4aO8ArJv%_j6w_TE zGup8xs2*Rx+O5YJ5}gH(`<;xD{5ieg!#rbrAFHq)EH;9g{jDfz0V7Zkn0{7`H-yNM z`SKnrhWP0^F>Q0-0PXX;{wn$yAlm59hj-QnIN1Ny&HlSSPPl6u85QcI`kQ6Uvu*m= z#nC!=*FhiB=Npzts1qGy@Av*Szdn4-ghm`{^$>HlP0uS`4-WT=dedx(o;eXa)HA1x zT+=cgrB}L`3i#M#b3_*hEnH@N8M+7ybn{Ct(!uo7CP6!Y9XKE6gXCXrgw)^HioT%@ zgYa7wO>WxgI9|eO5!ME~FDrfH2`#iN<EFasX~9fXZEDh26RIcpuZB`IA+({iej-f+ zUvRK-p^XO219bB(XVvjXy4Y;ZS#<=f^jNo=sKfSauTjA}HB?=b@?WN>hJleIcizOR z!tq2)z$cC>j;cOc$GW2em-z7IS^+B1jJ=zyM|6u=WS_K6q%tO3*R(#EQ^Jp30xfxK zl@OX@c)0eFBCIxNJ*yQ`1h=fU_4s84$mxDq{Enmmk$aiGZ*Ry$D~gvP%#z3C?evq+ zO6BlKChEZ4MLB%Ey4&xkg&b~5UJ*RjA&W1mR#8S_vIx7^syE4##gC~Um!vvm5dXum z=Gj&mTn`Ny_%=(pVyl=V_e%=71F8NJwo<tG>P{~uLlSbDk(PqnC1LVTobRcuB$TY* zS-cpQfb|RJ;Fn_(7(IGM+E+sY;eX<OD1Q-${g{&G{z`GEog19d+$WBUo-+*IA#t<` z=+duq#c|)LGg#=47y_KU;*O+=A<lQ=nY5i4B7dxqCy9t*SL$}(qxoET-}qu4wvP)P zl{I?;^|;u5=<EJ-l^m4qPH<?6BRa(9%Cu7u2Q}@QRW~gOH~x~x+>AJgxNx;^RDy%F z<~x+Vf7qxRtFBb&XCtmRsp;4gHadM*D#>QEabhO=$M{t?K59t^Wu0V$v_)svia<7m zT;HtZ`VfvRni5k}V&m>hhp(?h*|?xyCKB?S1vB+q;<~+r8&NxHB{eM6Z;yOFeVzsN zgNpl8Ls-b?D;{{dl<1Z{G93yu777&{l%M=!!o09MYhw!&e4*(fVs%Vh&2B>f119ob zFtvHnOl%%2HdYL0;-rV3Ht7Hpy^mV|9kga5EXXxQT$|{ZuS$K*Voap2%hY$DWME~G ziqy<U1{@e!l{c#x*tkz1*&~O6q(?2e>Q@*<hssM81u<~g{+!bRZw4-`w*O$bj&SD( zU;R%*241g{{XM2ebk5QM{VWm#GcRU~$=!6M)yL)3HqbG5{Nk&l_vkoyUvj%qG99lK zjE;yz)8Y4tQT3E?X0>$GrlnSNyj$`+|ECTe+m4dltJri{Ny|s<|3^cAkb{;~7Y#36 zXU5Abh%R}x_I^@64WGMDKGu$*!B4o>c5n|33)Biy?`$TzCWfy=N1KMoYwI?q%uqq? zc^_rlL3D?+LHztDR2+9bF4&k$1z)DWP|SHMe)7xMcpjy~M|)<<{SXx%+gojQc2SYj zm8+-VNo-HQ?(@TnidXTKGcAj$*uR(-x|d5uz{kI47DT_KX}u_<yrtlRip916&VLm? zU+bbDLV>pQ0^55;x1^tW+;dTrg1uddHFM)+kh$w=)$hpAxrbApIb<l+^LyGP5S}cb z3*Zor<Xd?xdgD&`ab~2az>190_#<U!^od?ka!uMHNrtrftM4vkGOFppFGxhEq{Q!( zd-#fkTScEo9+r~e;-lzrK8J*><a?eg&Xe$omPB=k`0saOIC6hnNeET^9D37~gyU`c zi({1uZ$_)t{plp)eOOUNzKDW%xO!b>nJA3;DD!v5isFK%)T>!nQ8>;&A8q6KKUb<e zm%dtll!pcBn|W%)yhZjD?jw35h;Q~}{Sh8Mit23qcbW$sx2jd#XdW`GRt8BBYwu>6 zmtW5EAbjBAs21VO==x`NV=s8%=eo;?$Mc}6u`lxXCsX+A<>=CkO>z9*$B$)oCQ$gd z@6aI`69mUpzV`oO3{=*zGdzru={IWKTxf)CIVKxD#f%Vq*}iAzb3?p;v_2z$n;}@D z<AsK^2IxZHIg<<nxc|`Po?35!YdX@E^Z5<H3cfJD_MScz`vl%lcj;rt-kqClg!R$- zw?FH|2R%G%jj##L(8H?R?yp(v^`LllV}}M=4}T)2(w=_Tg_i7u?eZF3D84k<bNhxa zemfj`K7L9U>xQni|Ft33e|o|>R9#fPo1`|~(gA(iyGwM94qgS8oj><U8{#2r45D4M zG57t5*qa$GylYs(t|-%jq|F`nEpIIZ(MKg}r!`S4HQy!bz9!~<6lkEX*2G8s+03Kw zG>~Xm!8)@|14E44jBp_hT;eXsjk=-^p{|{66skI$V`R3zKd*+=h3j0b#MR(@@0Jzk zzA8MfGbw|%s_?%1{PCxEDsUGX?TZRmfnlnlRH&c|_V_)#o#n0!o_W!)z;PwS&3u1g z9jk=Q3yqtsT$SJ{;TL>ip%TW(yR+wgRD{J#`=x8vDxx+vE3odR0+yHjD`zfOfWzO! zExU*1k+_LLdc0L0eh=5mjJ=e@)bX5<eXHfL^oEzFz_cv>496Ju#K<C*w<%z|nJk*` z$poCQlR=PKW`%U946Glo`%yS4jgKW1J^3jq{D=rr%j=TD_u|5Yo`+Hpm<)8Zxi5($ z)qGZ8d?Zo6Pf^aXSpvqC#EBFB64;Oy1IHiYP!ia@;!cA&bXCN*`5qNV_Z#JF!usNn z7VP7h%oE3^OpC1s^<r?3dnI7mC<e)hyjBrwF;tANyt?KS7rky@t~Azg(e%0qa+|qG z-7~|`mg7QjV!>G09}Y5%4gV!P;UMHfaKz;>qFc0jLe;i&;J@eu`TTMYRF(;o{t&J# zu>27Gg2KW1oqIP2629y-j?3@<$cBB2$)Uq#Y=pGFsaMQlBSkeR>&aO*ghM^n%X+gR z$Dv<-xS9?BLB~&1Y&OJiFWq4KodpZO(BeG8kqi4wdbZ}WkUDQVq$rXFd+W02%1$hx z;pBnCYAjsM%(EThXCcVb(9E-g2@x-rmC_3)w6-j-YAIww>4VIXx;spKZv7OnFOi8q z2aZq;k2A3$`1zllEliwfbldE(k_pL0$@T;COcY676AI>I!i@B3y+9WOIpOu$c{L3D zUUi|zJd**9r{@+n6J4^-L@YRB2Lr1YHUx0iFc3G_Rra070LeaZZ6ue0Y=iMEfiXH> zJ%2fL_X8cXf0oyseoTjG&x#CzcsdSUTzT-=4m$K+tPNi2NJr`Yi(dT(bgUihc09|W z<ABrJm#b%K$bMWIHrGo-?TaldzI>!%$*Q?WnKi`Y*3xJ87Z5JYIgyY`!-L4c6Z8K2 z{jftdiyr&YaA2Oo%e!7Qcrc<B!tH6O?l4MU3mPhC%*ACiXt=$9t=&%v8noB;U(TE* z`eC-^?BVZJ*qn2?YWS9lO`Fdj9V#N6`PcIJZaNji|C;9_W2ks&wfe!v!&EG;C-$ye zsF;_^?D}R)#l(SEDYp%&klVSVF;bcekp*Ye7cU|_5p!4n*+Rj?;Xt?8JPL;8wiif8 zP;hXsvtZ)}3f_Hcs7zQwLF#T!`cZ8PayiZ>#$*bXPkOZq4v_IY&n>_D6&Y^Lvp-VH z$i)7Rq>@@hhGwlrsp)AlPJI1R$k<IrZ%5to4rel6mdMoyD3bBhdL-DIa794(N-F&~ z2_Zh2?xXD_*wsa^Idq4FBRZi6{L)Bx+Bzy|bDD(n=Y;en4v=v6+w{P*H6)a2S~~fP zlVBAavQ_q{DAbAEoNE=uO3OPHFDgZ087Hgnn=A@Vt?UHfi=v2R@oBG#5QY3z0h6Qh zqOjlQ^J6WaD6DK890Z82uyu--h#=;IIN0{v@*uymTV>9kheX$wbMrS5-SK4cN1Y8k zJn{c#Xt9<DB~$k|ipzOeYU<esa~`((&NE6g<ssyW#)H4a_U7wOfUnXN_c;@_sq&^+ zq5r@({(=dd+rG^|GiZ!EE3d!Wyw?~*%pJ$?*BF8PeS5~HXd`62v3o2xX$XI->P-DS zLmY01DAjZ^#0HV+xE~Bdd>URR>6Bvtd*>?ujO7OK=Uc<O@lhXZVphc&pVr4t?~GBi zb^0*9d}&$ZKRx)DFBQ+bs|QyPAH4@V^dMGRbBLj&hYf@C)lG+VG3V~NM5#m<eb;+} z1@`DdW^{hgWjkHeb8cU`qe?i_Y?s~qP6zfcxYrM+>0obRYgEOwHtyvm)-~j5!|~Cd zM9bycu#ndZyY^BGizN&kPX=irWKiRP;36%oRrfx3xIh!+VujiI9h!I`Uz=M+)x@F2 zhE~&uHLyi`F8(@Q1EL?!r6fkH<AsU!g&j`nFw)p--!`p=;x?1B-^<jX9O~PT&1x82 z8rq!wR}~WW0iBiQs&N0%o;cvE3eDL%5rK9U9MBwW*b%3KPJx51(La>&Zr<X6nbXSH z^s#j?Kv@|R562JLS1G}f&%-c#qY?%tAIS#`DxsuZ#9ey7B4omDw^BwGa4-6-6*X1? zE6zv!sn$`z<L-33r6KaL>%pGEe{v||n-ci%`btorlOBsJhi2>WSL}FM{Ovy0dyw!% z^1xe9>p>YLUCr@II4gsCQ|)A#*V5=4?u+P`l}5bJo7<96QuuJUG|78N5;fmiHb+KD zLNnp=U<6GPo{STZ|2>w#0jlhf+(rpRBrQ`trZ0i3#cb~zXT?!%=s4>TDvptYOE=4< z#qsQXK&BF(I8=4pOM;Tb5D~O{g|(9y{AR;E8qLJus}WB5BP52coBZnJnPNC{(&ORM zbS`3!U+_vfL^yLsx9ZwbE+pEipF}%3@N~#xJvqa{^@i+{J;59}yjYvnzMcb%hmX8W zH93g1OL?KJ%7HgcGPspV_`<lkK%k3_S0z_M%U`hJ9Qvb<eS?kR)y(%hL)n=3fqhWa zlMUv;fMPV*C=xWMN-452+S1t3N@k;dF3WgPI}45MApP7b79`%zIIE?zAjK44+;xhD zqaEe@BlfT`MBC)$zKw-qyN0b3mMoOj?iG*KX5sLahhO(8vk-fI%a)0GEabMkdH&Zg z?=q|Rgme*}=x_h1*uccG-)b`Dx0r~xRGe>riiu*SpHj^`ndlpsqe>ePz0weEkRZgw zeT8dX_(}NjE!(fWfdTE8-_yeHGZ4`AcNsmNfj?%v{yd^nu2BZH%e5KU|4#pq2bqCA z)1gjdBXr~)N=dr(f{v!M;nkb+>9F8j{L*)tjuXP6ar=Des3?6gD88DG)AMe0HxnIF z<<Xp$E>6d>F8B7ue`vV&)W1b(jD~|3)fX}cXt=dmrl#v14HG+J=Z+TB5VJ6J*}4oG zq)w>U^oP?RQBW6kdJ7HPu38=5U`fO2?6t#-v}kDF#$lC_Xc!v%sZu3OL&D~BE7AmL z_?ECRKk*OI8=qW-JbS2k{IGg8S_nVpqFha16MnpPwD@wD3bzeX4n@gSSVpL5`W&HR zP&p)eNdOh~Lsv&doT)gnPNcqTB^9LC9o>5*sQ8i*wcK=+g3R6Pd;YznpvXAr+=lZM zm_9$?+2&3`X_CJ|_DTx&NU!>3%BG<4X#LNHGlV0ig{uT6$v79~Q#$aO43`J-EWL|l zSl`*Pz{Ze_Tq#pNDwXJ!mqFaYITHSgHI-EMlW;oL)aK#~5~9Us61UwW;le-HAYL*F zV@)TWe;g!1*m$LD-X;=`RYj?o$dVxGd|Jqi=#Q@3)mHagMB%kQk`Y!Uigi~4cRCVY zgtGQ;VT6bxZO^_YE-|Ods{==UML~I|cIFGwB|&u|u5I?BIQZb7`ZZ%ww4{d5*vyEa zD&?yCWU~ma%}tB>^on4!i$lvLZywB)zcXHLBYI@#cGdwO9`+S=+=wF_5pL@0sUc>P z!qeB+xA0&i6S+&npNH*LUY`Q4@L(sM>K?d<=$S)d&lXOYLb<`=s-2}N?1n})M?RQ< znrN5Fa4~_~Z}KpUV}jrAgU+TmjM1s~>3F=aF@oNDEj!X_gsGXs-AUVxP;j_2`1~hB z?6A~2;va8_?DywX8W$TP-$3Mb%L@Z!xN{tS>@YylWX@l;IeiqnoSV~ps1LeY{DAlc zeGErc&yOTr`NMak@(fEKQ%bwXM62~ccFD^Mj?jaR)LD72O?r6SbYk;)4L$I$(m5se zMHlaCW`!RW>0<rG&n?cUbrD?g?)-LdUHtHToLpn13-K|DoS8-)^avbQ3GmTDv}?n= zq6%%~4v=oTYG@Ph<HU_q1zHeK{MG0rr-jmKNw)c2qEA{DCI{JSLebLw@R8pd@ZGrc zm3h7fzW&_PP_j`2d|C&!8j96%`Kv+q)y3)v>$%@hI-rLBJ*~eaV$@J1mZ-Q*SPd!q zIxS%jRN=4jL2xP2CtC}I6=-~_SQSsH94S&kN5P%(0B02}lNYSK#;*dmwtMM5FO`wy zvtsvVBW1kUT7GG=QV9jG$73{i60W?hQPWwZ1ZhVv(~xjQ{8>^r@`q0mr15Vyg|`&I zVB5L$>MLN$<4qn}6Y{X&8AJ&O%45&P4p#gdIYdmoj+;`I!-FsFI}*EP@ulmpnNzwf z7A^W_d}xU*YM86+>p8O6JNQFEHCP4}3cj};JESpoXu%$dG--^)wl3LuP#VTd-IOOZ zq!C=b;}EG<3ga#v7wxV|;oXwnB{Wwlyg0b8r7Tqvp9<Dj7+Fce{O3{WtM??3j>)&S z#o{m=8j+my6Ni=mO>>EVVi?lO+<oM#7=C;Vx%@Un3`>$JG>D6#WzOD({DzCj8~OYG zyH0QUq0R2tUM^0hBn`e^&4upSZ%Nk)SEgNmd^|ADLCnmj_|{h(Ncm?czBos?a$t3> z+g=V_x^yMJZs1_Q=;C|+CLFXCD$f6ZWZh{rRqx~f{}M&cJeucuo;jvoyd}w)IZ;Xy zlCgo1k`R?LBuSzoX_O)=MWqxKl_^R|BS}c;x4ZFQpSAwqTi4oWJ1oaq=dquzv#;x) zD-|+=lfhFQ&;$DozIAgj@0ZrIuv!jW+rQNroa2Dc_T;^cL=KYO$H`&=9Nf8nj&Hp_ z2OIxuqOhbn$fC`&OPXZk${G316CG^GJn;2=@{o<TXYBP3XV?(Fv~k(XR5n^IS_BVo zW#d3-^(|d*Hulx1=9K8OVR(CQVW=D%YE?#E?SEMC2y{{SH(wuU^!eARG8U!|edF6* z$b$F4h79>c7P7dC4Le*|a4p*NK3Rb1mHHQz5}%3g7_ew}s$$~Pm#-rNxlHu<e@wAk z!^HT-$ud4$CUQP~Ivg*{#HF*dRM7=YC^@yxUhX5DD4#W2L3ByHNAX3wS_bB&ABi}; zi-GXwJo(~n3}mk;tldd;N_hFQKr>ec#)2|Mrz{wdiOI0PAkRQ`a?;u;3ImJNstf%E z7-;=GZ;|*29Y-`YKL6>X!z=Ys#`*hn%-)|KxOkTif#Y%&0Tpy8=F*><=F-vP-L5>F zM90@f4F|iU=$N<sg>AMs9e>J#r$g-MP!ju;t)Wdv^rP9Qza{C|@>kC1#54`xYF$#b zUeJ)4cE<M;(J95hG%4BnG%VjE;}n=objw}iRMTi0o}Oh}iw4j@YK|)Cup|29wS?Ju zeHu=C2tN!Ep<(f$kG3zJ20j6SF4q|<T<1nSrk_yZksY8AT0n(C#2R|XN-9pQ6v#Ma zO2zFiD-T-{DlU>dU)s^AXr+lpNzYLrw(pih711etq?NCXb14|2?f5FOmx9;!zLQfC z6s#3goQ^c1;P!HlCS4H<V$Lp5Qx&9Oe9-gO(?K%gSp(wLPsqgk&?0Iq(I<fszmF>K zBl?8yQ~K7QjEgf`iTOrkjLX{&v8PFJbrqxEZ6o1H=Ip6swInP`KfWcPn1p@v!|u4` zk|6%<dTGxp5)P($#-wPG@MVWq-}DDz{Gs0+d)6k5+LhLfwr9dvYPI@fQn4@?*N@c& zW(mX4Xi0qw(HAGb*dOq9<AMKZ|FM(BJY)rI+rx<Ep?c!WJ%=nFyscLbYwhRZ+wAwa z71=y2vRT~8+Qq}v+t#&9iLX2AVZY$B645d5uV0_+Gl8fh|4q853EU1w#&(PwW9Z(s z^7^&Lc+mZanf1j8ckeA1iVQV^*T^-=q&J3`TCBtNOf|%t7mm@ApAG))Z#%6LWPr+< zUvZT`_3_m0uKU<UeYCwO3Q&#KNBEXtg%Brw7`a^f_I!apTJ<LFKE2dKyt9a!*$F*d zogVvrK}ioHZ)0Ztnsl*sL6t%G4qbEw{s?%;)`iFU()2TZI#{8-$5gUh2M4bP-yI6k z!Oc59F?BjR=sMY%n<1=&P-RouzuDSIsrWK=YQ8oMUl(be&C`P7zV#pI)>_E2r0+EA z)5Ll`-=e9Vn%Kjix3ooC6JBoltwldIaL0F`WNWSlf-;Vl1X^ei*Aazk_08%K=oq=n za#6=dj<~;<ggVrW$W$ewQ$9%qKB|~g#rAs*+Onmp*l4NsUz@8cI`)^JJSsqRON8=C zx${J)TpYHHjZ?uN3w26{nF_3~+lPG!SBA;Ex7sU&m9co9oQ%_bB?v9tAf0kr36WNB zl9hsqUP<@8*D#_8-HHkC2ip{3F|^U=pqwJYH^)_5?Nq?V&g#8Nlk%WG*&4NZuROZE z+Z+CR%Y(B(VR7q6IVid+KN8z22Zzwp1~0_qpkLq9d3a0~`xZXPGdd!RooAj0=3B_3 z<7eEeC6h9El4{YZ6+(Dpvf1Wpr!*EVj#M}hAdNd^t-5>aq+nBWrTc-L6lmuvjRT4$ zaW?(wmf1HFphn~mTP~77Szd8tbdWfF2L!+8{Sm{X9Z4LaO=76C`n#56AchHJ?_FmG zMA2`u>}gVwD69@n+O@}u60g(N(w$18FsVBIgrD$auj>6l`%@yA>DpzQ7A1ldwgyX1 zS_GZmVv(MsTvT^<*6ym~q9*hB+T(k;SY3PX$ddJ3l&P3MJ!s8^TCe6!I~^`~A(5Fs z#JRA_IPv%~gA2i;#rF9NxRB3yTQlCnf%4k((Yx+&upwfP>WWJoY_}3fY&}FgzF%xO zfpEp(i=;tNEC-jr)9zfe;~@Lmp?YyS4(`!2h5M)+Fx6Hjt^dJ>tl5?zl|eSP#&0|M z={Xx$Z@#lHxy?prZ1`HA3O1NWy@cCS*q{qo$eXWbBmFPU@PR2CVd+=DgUiP6fd~Bk zGb}KU<$3&D@A!Lc62+j6g~-}V8WpEmc=>xSVCg=hQ>1<V6E|exoNE4<=65F8`VoO8 zcbVwzUEiQz%EW6S71uM{nOJ1Ct;XDk2_vDAcYPNB_8pG65Wr+2TgaU^{gdd9-3qcp zpBWHwX<r@D%z)QTw@*gZ41A0I=p%KUfdie|rv~>i@N234#hdXAq|6OgtoCIfG5JL$ z&6<I20qgQ^623giT6e>LAp>c$x?cwgPp0?D45ii)4mfwd7SAVoB#XT8XDS^Yk6QB| z#?Z0Yc6I-*Rdi%^Y+R+jgbtenUZD%s=}2YuCzp}vC^PqDB@uok92GKL@qva;mqeyW z2My<^*!4X(Xh^EGOM7vdhF=c%H<q2CA?v$Nc6=7$#KfQ9zKJwk+$OYRG2sa+&uI2J z(NOOlw&9i)4R0Qu+f;2rgUA<s>1;I`*2u($d9!HXuQV015}={)dz`o9G!;iOWDYQ2 zQZcTrl%0K+ibug)vsUe)Vx!@@jwT1<{IM;}BsnU!%}LGPe@g*%nbeCT_b71L8Ms)5 zaD_FRQav6=L3s4%nd43r>`^{r@2Ek+Z%>i=^<T*NYGuoDy-vowksC)>TqWb<%6&!> z*@PnwiV{^sr_9j1OIE6pAu_bhQcjGFZy%aEo{aq4pQ}OV*fSC;4O{<fe@jB1k6*%N z;yA=>)GUqg<%inB(H#{eG>PrVp(Kz%A6=Xz6iEWP^Ck6`H3`zUgQN}Th%Wgg-M^Ma zobPQsXT6Yko^Qu5>94|w3Hm7N=)@y_AO5ukt~|Jwx!zA9#<}Q;h-Mcab{8-5jX%l5 zsJ+|?N1|gkZchB2L3GUqO)LKMgh!bwtKGHDc+hAPWW*4zNSr&<znsH^*O}}Og1=3` zNFzPHU1EabeHmSUn~dS=9hPRPZj8C%QqgTzM)+|^UV!%45F3A|pOy|XL^xaT*7ffO zh~U)*-ia|lx1hy+BTWMc>ZS1*gZkK4c#mw9sSmN$A*Yf=_3{0?2jAT{dN`roRu)#H zhg46QYHElcq9ogoY*i*Y=1c#N;`6%rE#aXP6se1blbt@n2D%_cid@T>(SghrT~)7Y z9efr(Zo4c|2XdQp%LbivP}leJ2ZyYK+ZF@8tu@;4Hw`L0sHu%->J_=}PqYxA&`&d3 ztA$tI!dmK$n&9urJU<nviHE$jMOA#7I45}dM_YjgY)qz2Gd5}9u1<j6Lb?XhoJ%-L zch#{XJKja_q&n&vCH9WWs-x>d4ZYxm8hRFLn(@TdU{$?Y{APtJ@j7<YJ^iWz`Bl45 zy7{YMqixQJ$fPn(*L_~0wpSUeQk%l{|5HYxlGFj-pc1Sz!~Wa3Ly5R<h<biaUJ0$& ztkwy<RD|Otwm@l)BAA{j2Bx8k(8y_7aqg=E%<n34XOa{!Jw9<>c|;y}*AHEZE|f<| z#TkyausoI|?YQGiIAXbtVb!l8hkFsU<N04?QAAd#Y>bdac;{PgAXyesQNA+N^MoUA zg8nUzGKgQP(w1T+gJCD{OG?Aic=n^6+#4c|tNW|+7eA9i4%O~bpr8~Ey(0DeSSE?P z?W=3Ntt6mE8{2d0tvGCQByZJS5{Ku@+<U^J;t+6YpJ~q*L&4eDP74b$lx6>S>dr?| z%o}WyWbYQmv3<U0=4?bU8?#gWw3aB&x!Gy%`$qK1&IESjZ4o5B8nu{m6@g9sDz0mg z2>4tMB=I?jphO_BVed2-d+ItjcC>NPe7%A@c9aWQja`RxlesVo&@PkPNSx0|l+3c? z!hYts+pHuP!-6`)|JKWo``rAkp2UT+%3>L#Zya1L?b}yyj{{wHzB9LsgVefxavGt; zv7i3IY6lLQ{Cjprm~wD<?pBYT4hQ|>G1ZM^4xAoc30yzIhNARl2lWqZSU&FC_Uthm zeH#}~BvrF9KC9O>evl3AQF3K|3>*5gP5jn`CyZd}lg^TCoXD`eL=s{nK8~mHY?6iS zIG>?YpIO-N+V&x?pM{f*k+G3F7WRq!U6Gi_0_97O*1!LMO^#0O&vs?u#r2CTEX-Lr zd%E}Opd<^NBNf{04@}&WrVaGBF`=-gw=J)ZiIJlkVlqdWpw`lUos49{#p<4(nj;hP zU*G&WAi+e#`s1P2d`v7*E=Xz{WZ+VaTW3WJ1BcdloCvtcz>UeP67o3=L>x%I^D>En z0qKzS8~qumC~CiBXwSgA^6!sZl?i`XI^Q<%Gq4rc8$>_RLCYZ>{qmBIN|wm(TB2KQ z%&L!6-lD^JaqsPIm2@Z^5G(tSaHs0U!M|eZbd=k=MJ-79H=lp^Vv!FWwu~b_?x3Tq zz33N3f#{mj*D<&Lty{Te&Zu~b@a0+bvMob2{1-{0X+5E#Ip}rHN5Y#)g^_Q^a%njD zwf9Ou5)G!(XY5QuXb8{VSR(FE1NZF8rk{>9<oITIRqD~uQSsAbzbp-HJ13|9TS&M= z36#`&M}-)5Se5&n=oF20H?vEr*gD#q;GRsy*u0sGzdfmt390%LE=Bast)aWp^QhRx zl9_$kMZq(_`QO@~QIN4I-T3Hb3YKjVQI$xhz|gi~$q^e0WXO{C|A|rX{<q>@+8h~r zLG0aEddPTLA7oPcfDE~|j)tg8GIpsB81@E}aroy~^_`Yvbhp>EtkWaI&y^jumPSU3 zORH=z;maP`50^?>NU%)~P)WQ-!kP#F-B@2l!a%>)S@9ht#7<tKejxfq?oclEwF?QO zUX%0YEdTHQE0L)^$#LmCJSZxwcHYUuzJwE(!?*FUWWiYmb1Ts=%IUdA%X#>CA<S*F z1rNQ;G<CEHPj<NZ9DhO_JLw&W<>?XbNQn4ksPV97;^J796c69ePh<%T@G$R)`rrCH zCNPiKqx0phF;=PePdINe#=iRIBNNF+c(9Xg_(a|amUVV#e_u3&*iyQ2=VC+LR}ejS z@q_`|FK&LYPt*V_wJv2j+}4Mb`W_q00(~s~)@JFfqL08!g}jb;dU(EAIIHBW9yYQp zZg1JE2bsyPxubqWuW0QPTqmms;m;eJg}&)RpUwNY|CBBqPFqjEkI}_i>92z7a=K_F z)la_qqJtBsp4b%(>EP#sJT;{n9ek<%G~Y2_2OI7)QtT{s@ccUe2hIm=h@W53H(sg@ zIn|zVJ9}*$GJoBk*`S4%_0r+W=2{S6=Bm*;qKVyF&y`4rG?5(DnmlQ&iJTM1y-G_o z(CV}QCTp1nmc=i*E7YNmBARFMEd_OG)lgp>T~fo@`yK47i`8(#GWoD`yDHLLHBHT; zRUy76;_#rPDpdH2ueo)p;K5nvnDPTE7|_a&q%Ku~_hbJxzHgMFRVaiwH)XW#?%}!f zE2F>0iXxn^gcRqMWFIvpT=|(9|N4?5n!@AdDpeIB?AK86;IRTW&?rxjY*#>v&bO`J zf(qDqyi+svkUadhoxXIIEsy^)6{~tj<*-iV{o3DAa!8AAZ*<|4!!;4DpOWRW5L|bf z-ziWQ(uS^<9{REvxbbAD`nC+*Qo1)RF_nQza^c*rHfcP+n!Kiai8SJ?X5X($lEP}) zqCiPLDa4!4KICLeLSTKJ_%1$4EDttb_aRIIq8l~t9PpDsprlB8?2tGL&#W3Ly(W&6 zvd1&Ot`x_y`pxW!CNX5sn9IBh6azc*ZSmdDqVUU=x>r*ritf8ou4Un(@Z@~IBIzUw zvxOgc(ZeF}++KA-uUiE1L(y3VMItzO?034(S`lp13cGg1OayxZ+-H`2;$p{%M%~3l zTyS#RbR)NMu_WTXf4d78S5o&&TWD}`tR(N^8^W1}wvTdKr#VoqE7qCU#{rMV+`Z>E z2M#_@iU)Ey$lSrSc8lO(Wuwg5$BrB%o+`84V#GnGNx86&A_t^TE8Mz?ZlReSwFw(z z<CR4D?7w|j3?I8F-)>?fu%M-L-FY_NuC#4B7E3r2b|8(<k&QJ=*ElFM*ii6HoU8cG z!uF+s<bV4Tt7-17zj~I1_(UTquS^yW_Il;i1+Z{o*@a*JOIdh2qm-s?%)%v^dgsUD zEc{9KN6;T8KF6Os!5m~F_I>`N=dDZxFMC(N<1!O7TIbaT4l*$&lMquL&BU??&#l~6 zF(G{N{oZe8Oz?+zJUk)8gs-)3hVud@?k{*@#{ZUq&KQXo2kRNAQ=C6wRmQ*v7bAl| z84Q$0<X;=wMRbncsaFR#GElkfk<~^|1{Nt=%Kg!2;G^dHz!EM4mQE!Ky9j6Eo^F(i z_)ABfi-*cYC*jJk^{3C((h)k?@M~8E9Spv;&piw1SoAnU*Z2U@D;?^xEt}{#eN{%Y z$eoT-40by5=*aMLS;JMNLv7u7-(3MZ;;-{hM-J1Vk+9Z~_lyRcE7Q4uYiQ7(K2T9b zbWCx=i$j6CXfP^uvoVjLA@j_C8Di^b_(aK)|LaPFVEL(nrxrAX8h)**(Wc?W==ISA zNg9qj#uwNTzT7)^E8A_93MXB;Mq$F2Fv>EC>eEyRSFPJzlugAsamQz}0aWx}TN>PF zLq+gLlT9O*ghvCK*0n0c<AUK2wZBr}v&0~t|1|~2=AV50zJ-EchnWf6@+pYtGki$e zNP#CUT>7961yPzWbbUD#h|8ojdy^>8@=^S(KTgJuFWbi|Z;~;x^Ov=E0U7*WgObc> zGTM&$$z1!lKG?-?SrJ6noL@6|S!;rXFuUMj$*&}&uAl{eeMN${bIH5z+yB>*|NppI zS7M=uxG4@9y}8VM$ivPJT|Se$d3e(iU62yRgI}A{bS2RzRPSSA?an+1wOn5Jj&P<j zd}Zj~Wjtt`8+}VBeDO$`-2LW19`2m1_;tX9hvNQ+qUtg{{F$FzbAZl6^hEC=?YAay z_OiZCiZj99>%GTH290s;=qTk(tTA*(-aP2@GlJ3bXL~Ns8bYEkos;2c2)kb2viU;> zxYA7uPg-Sw2Od6~6{huZo?Eioez!heypWU#GuFqu7m*J&2la4n*64|3y&lRY{Z0n$ z*2Ad}U+**j)5C2KC)2GQJ=okiXTIm7E)?UWsjLiLoRR(&5K8!R*_4^xv|1NFnL9U2 z&eMfvQ_p2|=-|e@e6B^B4(72QkXt-;;PSb;u~uCND;6Eyd|XHe{_A3;-FvmM?%M-O za)LI_7`vmAtBw2yMGKu=Ef`)1wg{-x#4^ffi(CawY}B$_RaC5j-pTRdo*zV~JZ`fd z+^r6_lmuU+r#hmdsfylw>Tvt+=#+g;4S|c|PM@$<!(EfB=8-Hlr0gtMJ6)%WUT)S6 zofK7Q?HhLAE2D~5UEiN4AF5!~LM+8}i3-9qjkejoQ%16!zIEzhWyF#ON2)d}gEdLE zmTpjj{p{Gawa!WiBIUekNmRtb=-r#v$|yo2|M%)G-3rKSx}N*qTLEEYrgh#t1>`cj zSC#LPM?->5O&{dJcf&=th45wTM0L@SmmD^YkH0u0B8RFj$%c?pS?p1Ke*4iTS@14f zo)%S=#dKuxLWv$3)TF3>S$bFokH$+n_PNSHanHQ%1@mQKJh5T=V3jn!-8r{!v79tW z9@?#BqGu=>#~iJ6C2>$z(<C`p0_;w?S0Db0BTL(4aUS6ce`$E;0vT~EonSRCpA^F@ z;}ZUtC&ln<;jb%Sw8ijW;q@fuj3}h8)l@D>6~*&My39BwQG6AzGJe=70_ToT&Hp?( zHD9nlbh8LzKl{l1Ti;l~^rx_?q6nm&b!Gmor%(U1L?-t(7YehJM{exrV&eXAvTp<z z>wdf*n)cyBH>9s(ml+qX+o<c`vbZn}71|X##erMN_eVxwI8bu9?OgkqgN@FocCbqc zSNbQ`W$ogCPd+Us3mlwE+aj*5#6e-Obb1Xx2VEv&De41k$eo}pzt_yhzT%R}{WWZC zQnp$vn$L#L@3OEviEQ*fvvtjlV&iFf)jNG3HtJHfr%&pzp;aIeF0_b^?uCEc3qG;n ztX3sp`IH6O+DFw{MJ#lSY#5PEVBv3roN50?7V`7t?w5MAK=+v3Z)-|;({pV26qSXb zYl9&xelhX(N!h@n?tdLJtiI_y6FvdTn?I*8adB*I=JpLtnD+==3|Yg((|jwV)$UB3 zP(Ehep~Zv|yGG-oBopleVqE7b2BZe6D<y{*NO)`D(Ds;t-Tfr7O&9*H--0580tPM= zsh{~wIFq+wbzegy19NRX*PQ>|Z!dCg=C2L|45RdCrE~_0<GK3FM(DV~(i$3nLB~L- zb$0GmI{uue*sm_4!#DeW+v_cKX!0hE_N=7C(Ktui)`E_A_D3uDW$8c*Ir<BSj=A!; z^9D$CxSbvQd1iu!*^ByKD>`XtaZg=dS4zXwt2w^i88oa>ZhT@NL&NP&3wP)ez2b3J z_1>HZ4F&2_)?GF<1f43{bzYZ-(`NSUZK5<}pQ#k{rP44Vbd$84kA}ycvEBAWw}eXV z3m9pjq9Ad}io>~7oZxMwsDx4x@o6US*Gek7+)iG5V@<`qsf5Ru6{s+YHZ;s)QBmE* zP7j!)AjU7-)c7+6LBoYiRyPF;QtH09G*Dod@WA8xX$lHw*A*FUBYGyMwPf6hg0Y*! z4e2rzR7vYK^Jd8SnY(HFPd^!&zp3q4u8|Rtr|hzJKN&|{20#A^Aw!t&VRMTU8SlH? z&lV6pBhmX!agzucX?4EUQsX3iD7kA>(?Il0`1P@nLJ}IK9bQ|+lhE;1dcz_Q62{X- zw_W;=gb?}phOd9~aQRHcSI21{c1NB1^=pcUC&Nmd+YLNySXj7JwTOo=!3(;|5_x$0 zlkB-Xl845Og@dQPc(5C|Y5Lib2hwjh`(DDG&wt+Qb=vSSr5zeCW66VtZS370I>h%$ zyyZ?II_CXP+n9j~6W9$$ySPT0z|qjmtXtd!84cVkwhG2zn4MQ=BpKm*bVkcb2_x(| zv~WXEi6JywmKO!J7{K`Ea<xXHW6V#koHzPMAF@2H{`;r&p|NA?wWpgt^uno^DyaI1 zdb&-v|Ct_Cvop?oI;971T_HQxdOesHH%=|n(u26}n%qpn7gdS#j)FzHa5ax`@e9{Q z)i!dUznLzy7RDAXTc8U|>r(-w=Q_BanehGI4ju5D^Z&MX(LuTaxvihAgOFA0gHldt z!z-*$o@AsAse?u~vc+0BF_$)VZiN;i?SkjmGqkYzdX}DahbB7W-e2n6r-?81Ve}|z zO}wo!SeDbKfj{EptfK)M;3!9XIn1b|cZcE3e_Pb?ReAKn`_F2Sb5)UWJF5nt3*Ane zLex<9MtfkiPZjPy)|MX}R3ViiOEVBt#a&HtLGMZxIF&0*?J!k=QF-Xa+H1=AIG}W| z+fNzRsq58UA1c9Bp!>;;8{tbrRgv>&Ma)`MuFAQrh$}@JA7%Iyu|+&LXxl>tSlWv3 zt&mc{9qvN<k*o5Me=Kz3x`#Xheu(Mv&&lETj>yfE+vKpyNT&GjxGXxnOWWTQo|JM^ zzkW25#d13ztBFrCxO=hUPVZJ3l+8X5<t>mwiq-j4kyL32{d643pOZpqg`7@j5iyGO zORVjagua*ig5mv=csEm+f6i7CJ9C0|-0qb?+AmqVZ`&lG7%Q}cbVM8mLKEHUU&NsA z;^rH2M+`Ez4zFj&h#_+RqZ5~9#jxGq@cWtfqWG}+#9NX3qF}tBw3{9lg-G0gK07vu zLhQ3my_uLOW(==1CSMi-bNeGR<6;r?zxi0aK3oKRfec2ho(L8@+K0||axocDJ8N@} z=$FGJ;o3AVj*J>i$pvxo=)MFyA6z(6<l~ugT(sA|ZEhuVvAwn?&S8uLbxzinS)yMW z<lcXJ+|Gf<Honl*JA@}YHEs(Y=OA{z@c6TX9Ozis`zQx-Fts$oBgc$`=5(1Y=0wMc zANt^5!^gqe{qdUr)(MM!Uc2J!Q#Q_hb~zq%iH*fmLl(VhZ1A-%&9e4oL-<YLbe#zs zE|sC#f(zM58BP_6=w%^v>3zXPw^%Uh@$*T_VZrhnL&PzIg&{+FoY)Q)?Bw%mX2Myx zsJ`gxbsrX9usU2!3|a7%`+1{Bgas3UL%Qkni0%n|JUaD~iI^nGrn<XK)SkL(8+eup zch>89!uy%neLS@6MkLWS%%t8+>xlk&A7Z}UndqIO<uUK&m_+x^9N6)ffkT<k*LAcK zV}sL4uhR@f^=$S2x1P)4p9`Kf5v~l^pF8gE!oZREncZ?`3>Yk?e|)FFK;N;&lV_L= zH1FNt<1|Xg*bB|YjMsEDm-_g<ZKlKU<av=SqF*!;%3BOG=@@MGFZsKTj!Qak#%`^p zqxSAe`7)wketk088)`|%soSq_I_c8!MNM?0CebndGW>7fE}}!rLOHYeI}P{Cw;r`@ zrQ!VkjioZTX~;Ek4jL|}L12(FaX+6p&snIpKbeN1BHgcEM9=J+ZC$UmhK5@o{i2mt z(r~e%V%~4i;3d>`uUvtK%96#=``Ls$-k(OQW~lge-!@47DHZw`v&sg~QZe7FsysNF zinhos1JY6|w0ZOUn~83T2+{efFiZhuNbXzBH3}qd=^O4Tq@YXk!fReU1x*RJXPT`k z2z2XLNt7ZyF%zOn5uGyfM=8JTHW^OuSN(}9B*Rzg>0$XjWQ23B1X3c&cp8$I{9zRt zqO1oqL+)hc`0*Jufeh26HLI!!UuL<}c7+OLI7abatQ91~;Cik6?=BLKKh$|zb((}c z6QzS^WB=DNT3hQhQsqt2-hL*bnHU)+GSylmJk&1xmYQ~s=$B6u7VD1kaJTx;$eL^( zat!)gF7M)@Id^gJtt~v1$=$l1>du1zPe8E0rJ%p?GAkbJ3#W@tne(vJ<FLs-9uEua z#3O|Dc`%V$Do`NH!`1eV7q`Yt(E2Gr`SDc~Y+%reuKAdtF8P8?eUULDvR38Ud@+K~ zmiu<<>x|(4WyiSmbwltC7ez3o4Iz0X^r)??0e0Tcw(M=u#|HNT*4g9w5Ek9z{oPO> zE>3(WTITf7eWWl#^Ozo3<t69mEzyIZ{BqlVx*o1yCpUk6r3(Z7L-vh_b-}O;4m)VC zi+TB^W|F8bM0Yi9SolN-i?<I{{ms`wl~cpo)qXnoO3AG~s;YxYuXKf^K5g8*Y&CD) zDs5aFd*-jCt_|+QXivgtEy!Q$n$t|z!bBIn^pvg^I-5q1Cw6LL{mn~HmS}1sG$yWM zazF#ejkCTh25R6+a=O~<cj`F5z<0m#W_3hbZCgFQNFCjLA%=&Jt6_41nSF}48e($% z9DN8!^nIG#ZI7y=bB(~JEL~O1zBw&P8&$!SXF*Zsc@-poxH13rQWZG7ol~#4tBj(h zg?cdulo6R3>-5G(8P$=aA6C9o!l^rq{m&hgaC4Qw+QAo!*j)6@K4XU>M*FOrGG`R9 zGfPyjCrbf0!}s1iCQghO$3;i8<xyr-YY}TJj~*fQr@@VK@TcSjuQitgZ;4l3@Te^O z%pAvt>Sb~BfsMQE3Rx^N47<CoMFv%O7bOP!%i!}8_18Uv(wN&SrL$T=8efc=t$X%K zAuBiQO5u<sgez01vObcaml$4eSSpG3t=reCR7)V?L)ZRyn<c=v^U5Wfpadc}e2`yx zMjXM#sY}gO#WC~MY`y$tF^n|^w%7TJ0rLxIq%Fh{(8d2sbWRj@FOwchJP^gX6`Ain z@<cJd^W?mNC8BWBo89oIRRphI8};_2i{M&LzMk=V5m2T0zaBFeLD0|bFWQAg&~|al z<s~1vcz!2tDDDOqMa6d>WhZelYj=`q63hkb=Q_=Q>lhDqS4@83aPd*9-}am!7Y0*B zH<aFU;7}_cxwW2y#a9iklTUJ>Tv{J{I+X)?K{HhWKMp>v&<d!w<-jggU(HjK1F2M6 z??O=yvS#nS__tnu64&VC;b}I0LSUn44;z*7E9~m;uwiqs;_Q*@Y|KC5DfcdwjnwGz zyO(#cu`S&1n3g9S&vrZKuM}sa#OKPTu{jp9mq~daddGs^bY=V0O~Qv+srI&uES#pC zzY%nRh4B2LWeXx%*c;X?mSD$%e(ByV3c4%^X~upZmuA7q&BJs1ZzcrlJ3|GDe%V@m zbKvS7CS-&pp4b*M@k#Z}v6nlUSf$~q6|$O%#_Cv+WlNdJHYn8nslvp~lZ(E;l4fG3 zW<tdk8WTGf75Z6yV<5TnWyov77xm~+`JI&vd}*G%@Pp`<@@&tQ^<fNj^UI$Ma%Dh( zR$Z^Ngy@yYXIk?#8F+4795o=#z^5M_8QW**2uhj|qjl2Z`8{FD!&`Lh-8K7oMGhTp zlje)`)97%{TW#@eGaaONzT){#bcpPaq1fru;WO6Utgb?wXF9#0h|%%$lB#hhKOH$2 zSEQU6p<xIAv7lWaXvEK5$LIZmhVf(nX~@;nV0mXm^<x<gC$0O%^HXVHMc<3_4yWPH zp4N~#dm6~5Icsld(hyg$FnS;1$Zns(p-2i14fWX`IdfF>P%n>JyrklfiQOa7hg7Uy z7haecPX(!9LG>?tDo#GNb&O#UU9)}FX2Wp`+B|uJYDBNxw0WM?d7FY;P4!coaw+(@ zZs3?b;mV<e*bi-X6zFMw{dLuxg2b{K?=ThxJ{}7^z4$5U^%u1@n;@h1SB@_KYclw2 zBuX<Y$S}+}+vrSmi<9h<<Dy&0NSNc@Xm=n(`pgmMi)v(49d`2iw+`jI*;8fuM7OjZ zP22ylk%Wug#sa&GNvNO%F09M>pDRCR7Q0?eFojVUzwr-GQ|un29!RnvM!R?q$N8qn zELSY>Y~$gFom*679uHos+eDVR@Nnw!o8_C-d5E&LpZ{<F;eh6XFMe7)G`O!EbKvq& zv~Edg<tGz#edoxYDKx>`+jEZ6UyWheFfu}QF~<DmmA60g8{@W)WO?&mBPi;<dp+4} zh@0FgH{T#b{8rv=zi-9>`(#%|nD`pt-9p~qy`S}w>cYLVw@e>u<$jkp2I?d7{>b@* zlX~#0Kg_58L=VZAzOBkE(L<V>bCk<QJ*@llK;BJS4`<(M)^T6!f@GF=zd2DCzTdr@ zR<6>8Jj3U&tD!FX?$0+b{;C5?_H^clS{-bD@_clEhz{OFT#aY(bg*WLYU1r*+OY3j zy4&fHHYVt`KKehjaCp(euAMnrm~3_GQX?EO*M`6CpeDi(?tQ$`K@)DhR|A~8HDDFp zt#j{~21KRo%uai1V4!VX^e9OK8W+e6%1d=PK5G|E3REY$GUvl>jyejLZB5y5L=AQO zBBI9?)bO=zXZHHvsxZ<p?dYvhh5ZcqT}z}Yq&MESS)ro}-{{kazGtZ5w!oX(Rcb1j zuo*Y~M085gk;a+@RArbvKhSE>p@fz1E=S$=RYFeV$AY7yiqJ~z>NkC?i2E*1%NEBe zf?w`HkmdqK^yFGcF_IMUw;<<@yEWm;)%$k4hUD>L>dYR$9HLtunoo9X$fM8L+*7tg z4g!}7PkhglL#?Ur73U6F>~1%o=MyT66K<E8Vn1c@yW{99vvL_cQ{N(C9xH>U=g&#a z3NpCUDstdMk~BO-2f}YZmqP!LeQk!c6w2bP_$zlwqBnTj;fA9mtS72xABIVw=E973 zn1lolJntUMxh9TRi4Sy6LL7T<){RMg6T|O5l__mYF|02r947r1#nP55+^B9*Xpokx zs$_~n>D#tnE`FkjzaP@~cd;n`>!6(a+#-UOxdrdcPm197OkC5rs|egOUIfWXi(p;2 zL$=-!7w=<Yl1uJ#5q8tbX)uS2H?n=f{A;)fkvb?BMtG8FK{_BN%LPeiN%Q4JT-aQi z-A{eTLAKp{&a<Z+$X%%$H>~8K-PE=G%w7&kRfhIT5M82oGcW9c0|#+RS%+3?aftV~ zt(Dz04um`$b7Lpiu(%pZ3K(HS-k-R_ZeZgcmoGx?1RIh5_p;um6VABLyJE4LjjPK) z{P?_-jj9c4@@^7r+%`KWQ~#3%*WWQOSHB`UV}on@_v<VeZ{obZP|gCSF5&8$EEd*J z>Tj{wLpTyGp?QBT3xREq_irIQiK}^Zz{H3Jhqj|h#|2sN*&g%A;3E?gTbzYowlXn) z^Y}fV3MMke$=@5}m<S4E)UEMl;<CxMKT?DvQCoIari(C%>%-W;@r#()H>BDgGLMPq z4+@@IpBeDc90?tK&Vc#MNJnlR1J_>r3A>+Spe|?O(!qEJR!%5i32<k?_858ey&3}# zPDWRF|Dhv)ci|?H4|Lp&ek@dfpN<pHV{QbTrlYu<kEVEl4s+J7vYuEvUJis!6#LV0 zE&S71#0ok}R;2gJYtf;Y=JD)~FdawFYm4Vh(D0q)bAR1i8uVW^*I9SakQsc)XJI1^ zN6l8x3}2?9^oHn$N2h3z=;YaCX3?<sPu{PHB%(9oX7k*lXwZD%*C^ycLzUdKhAwLw zs#&Iv|K?R154v>u6MkHt{gz?RM}rI5Cvp2U6+=d@vmb9#@%o4Q^XyzIc3UOSImc3Q zxcN`K_9iM)t{&K^5<o?JX;ab|2xoX@&f6(e>}Z>-F(6#=Vy(&?e@1u_AKX%Vl>)i- zYjksqDHxm+_H|FDKz-o(oXiFa3@rs7d~>3J9rV!i87LSQT-6XQLc#VouV>i9WZZVC zo^Ea+x}=nP?8a3x9`7v*vnTpRB7?Mr9ZH5p&>w>?!WEg}K<yJmuc(R&T}&4vqu3zx znBEi#`?Ov^749ZM{v!2o|JDCH-!em9TdUu1igf4C2luv_;`6z6bpIQs2)1P|H{WH7 z2k*|PJfGs>bzGah*<Buv991|bRK&wq1HGyRQ9Q_L__w}x;9<-0JpW)(9{gJZLi4Yg zU^$s<abmj(hTbWt_ez`K=i>L>!cNBMR2$X~yI=&tNB@<H*czd%Iq;jtkRjmJ)F%;T zi1>=mb#8M8;Hx!V6`o)K+CZ4aH+2KJ6$*tdyQ&Y%k&w{&q59A=ojgHS(Z^uHA=c$~ zJv1M&udLs%2VwE#vTR#DEVwbR>cwAOOdOZq`L{tAQ&|gwpQPwQ=|Q5#4^>^H#eaLd zV@d~|r0z8R8#-XFJ<aLgt%GGrCuBRlbzrc^!M2j7gI|Yq4)CAXMuJXLf#`qQFyH-4 zI<Hp?qYppLwZ&=Sn&;x0U|TJmNLyU^aj_Q8+?q-4IIan`HQS?vc$&C=>SOA|(;Cn- zKfL?s4h@ikPyV6EY2dlHf%(r~b@&-hHF+LY$E}mxa*zMiF;B~7Msh$6+Bf><7Z<6a zS7GJx>&w+(NYT(D%~wM`|BQrYyebTOlxs_kRZ*N*WwfDC1xJr$eM+@aL8!)(FKyk* zXxnxs^U+#m811?9+geN+vCld*{d<%UHgaaHh^K^RtrrG{eTwiaXzQ6crHJN@|9xR} zE1;pMlkvz&0SvD8zV5H`nD4OR+qZOi)V9S0xp~S%bzYmqpD;O`*&u$0tSASC<L<e8 zYGv{JU<F6{fGk=fh27PJWTCay``Pgt8N5|ith?bN1Mj~I+t&V(hS8cuG2@ofn3rY! zTjq=u4!ONNu=cqm=F$EAubWFk+}*LsvPJ@)EBuq3DH6DP&%Lv$S{#xJ#j~-KVi<80 zoF3mOhVZDyW96b^5Z8D~;jb6P>MO3LeOpB#sQZXFG*1-H)pBb08bnZH<MsR1KB7Zx z`j?seiNN&bjs>mDL;y9b2r(%UXn1w#1&(py!X94m@i`Z(o5RXhUE;#jR?qfIDi^vw z-eT^NT-e<R8ftVTyg0O1eAtVNC(QY~4K=u!?5~knLX0W~)%SuXIXHhkarEEkjZ0dS zA8xzFLBrv}A(_)0q<elkzc-nK?E<HTEyFoj+xhCllrIN|Z5M{r*m1C&-MjW9i-Vts zw=NC($wq#HwkNBPji&L6V|jIiA9sr)AMa)3=tGAiEO$0k-@jjFEXu}YLtVr$9~;GL zE~`&`XJJ92|Mi{yEc7=lG!wYPf@w{)gZE(;_FX!<Ltr}#Mn~;vdt6uu5f&1pYqQWR zznzo5h=tu7FPh7KV#3*7K<*3CA)7DSCucS=p(GG?1E-nT{;;f&oI~_T#&YYF5GIB> z4gr3COju=~FZgJ}1npHwN+^SgJ#D8hDbFzQPIY2lZ5IPszj?E5?F<CpVbJ!~Gq7x% zU6L{3hwq)WKZo`*5Vrs8(wZ0s^tUXC4e@1QCil4z+k$}|7u4UsQexoNyKvI#SvqD4 zKb3rWMMvi9DfJ6YbaXw@Y)Go0W8<YSrzHqae#<fgTchY$wR}V7h4pkKYNotC;z@_& z=-(HsY>4O2v{-5B(2=C_K>9g@j<9sv&)q+1u<MFe3w%$*=lCb1^KaAO5IfP|O?a}4 z_SZc-mxk<Zdv<T!MT2)y*>?GjG<0}wxH&*{h$-zTc|Xx1`<WK>U@;mFekr0GE~G)e zO+`;=h>EmE(z!d0RCJi%`A}R%#peZE(l#BTB4%9Abn#{?5^sd9EH$U1o;zsZFGWS& z_4t!wGZbjAzodWp2?bKiTin(2Dd4gH=(Pn>5TB6$d$$b*2~w77`Vtguwp~8<<1ZPr zhsohpePnEHtyr@1IvEF#U;1l)nv6})7TbMKB%|!8TS0+48J(v*a}5X=F3-1AonA!7 z-AxB({{A6h!BL;8FP}(Y91lHt=pG60EqzyCZ6+ZyMM6HXgoIDQU18D*B$%8st{z)U z!sVSm{07}gh<{)^aL$A{KJK@AIg5ns(+*cQE&87?B9*y}o@b`8ecN--r^6IQm81aQ zm!`-j3#Z>JF~w-xg&<oWQ=Bi)ST7`D3MY$wgM!a^2vJ>;>%NPJ5yb~tZ@qXhdVFV8 zki)~SfKPLd6(-nKnK+QJ(gdwWQRSLqCSV_F)OEOT4Bu;;cC8yR0#sk--gh!WjMh6P zR*NAHom*dCw#g9QdogcOy8#-e)n3P~Hh_R;+XC%*21vN(vgztYeMs%D+j4h}KJE_$ zq<-zwLz#b#)7f-Ad>0ry*`uO|6AB&^%G0{|db+XVW~(j&q@7>pRqCS6#$x`8ZMu+= zExbQX^ogpg&fE;YF24ULm>j&L1H+UJ>o11sKvrvg!m{N$nEpF1cafokD!b7V_nX>y zU#@l~af>ztkA%c6lGDcVVMo2M1zMQP+fdUUrG=c6l@k(AG_hCzutMfiO>Fu2MAP|$ z2G$kdm3?$T13x4mt}^A<fa97?)m^RXh#%Pe+|EiJdE;d%uRg1x$9sP9j$LZdZw!la z{7!f={AHW+8N!c1cZ+rzRopu`t9qeK1q0io?Bl#t;PR*M?HUyo6tk@#2DU0g;`sV^ zQiLP%l(Cx{UzEUZwhuBos098(kJHcel<+s~)Ss(Eidge*?n+jIBAh;^Jz?<?$KSTt zy}zJ<Q~Sz?`-2p)_-fLb!TAap(Q}wSNH|iHyTP3?B8S_$AI}-a%3+OPAhTCT4%bDl zU%S^wIHIQZ-=AHw;ESJYNz|8xL!OYT?hP3<TE~meTFPK#Oo#HWL>dE8Ha{s_rO}-h zDw%Li3e`*LHDbC_2zfmmc>RMU+D-gZAt#B61Cnndc1vL4RNA=}LK4t07>(&p6vtb0 zp)<!##le~XT%NCA44y4nU9o$`Fz%Rk_R(rF@L%q=>Qoj(Aa$z@-;^jAo96M?oEJsq zf4!;StwiyzeB<uTLn0W-YILgFDT4dH>j&lhMIgBT@4|2$5!{Hd`gCHJ3wiqr)6#of zOvK)b{+!1}V0m-Ozx7)pPmU@Cn{ZL7e9K3VaO8Nv{nC>HT%1<3;p~{@AkeCO@#Gs0 z+#Oo(Cf(t{dfY!juABqczxzw>WO2~b&Aj&9or7(!=l6v3I9OCj(|tnWV4tK3f6Npc zZifnmrQZ@x@PbYcw6iffE%e`kdNz)bVm#xj*+@BW`dO!#4Xa?ZcBQfrTl~^{dng-n zdZQr%4r~}Wv`EG(u)+Rfe(n8yHbnEb+)Nu{;rG3S!GHJJQwCa>1|MSK@C(5MU7;*Q z3T~nM*|P9wqxq$mk}L#Yyelm}%*4IMk4;rAOcd4TzS(ez3ChfeFW<A6IA$l_o3(}T zWjIrdx`GMI8{?AW7EJi`1t{FsB)p;QuSgYTVw;q)fg0foO*DSr@J9w@{zR>-Yh@rv z?R@B#YYe<iIKSz0`oH@m4QKalVqpH7xCwO!2IPjL{~I-6K(yRTbvK29j<@^H>QB<K ztM=W?Z(W2ZAxm7Yw-8QnxBBMYphN9O->~~BI<^b@xz0<WqjuAQ4<$i#R9-H>mAI0Q z8!0YKo*5k~W~XD`h|{6qnI(|V_ivu1DQ??$qBnNQxH%J@LO$Rc_pyeCG`m;7ju+DK z-r3trF`5Qr^M{J`e~xJ8J<c$s;YM5XMRh6-A{RF%G`^+c$;jNY=^s?Qm|gAj`vVnA zG}4&#Y%1L96j=3vRHSzsub*a8akt?2-A#lay{k)h2?$bAW|Ax(`|opH)}-(28!7Pa z9()kmK*4`M{RY0KQBcM)eOc&FfpJW#e!2?<ThqoE!eSJ}Y^ag>E<izC(2L_wM#xCD zdj9N48yS1Aof!Ljl#JH14wvpkkg=?5&D2rCiL{i3XXl+IL8Veg=zSgukE;@L4hNH9 zlNQtyU{AuV)?o)POA-v+AKYH1MZ)*zA`ZWVNa(lAaqJ!uM#$BmHP<?Y;Sjd0G_*<> zdyZAycPJKy!I8$R)C6IOCrzw%j{Lv-+W&u}m7Dfi>j_gFm~FMWOpMz#Q?u9PnPS=? zJ+5oBDLkqao@QyALfZTK1wnpOD6qco++E8<QC<GgpK&~7q?WL+`SKwC)RUc{!oy;# z1@ohNO>n0_ey`C!69`X`|1Mc(0)w(+QakdEaqPZ+Q2H+;xKOeRey%Wryr^%g%sE5! zbOc`3^Du<6Q|p?W?+wuGS1Vxk)ByKm!!KM)HNcSj+5Bdb0ovm!bW)){_V&2iA6%}F z6A#aC?cvvl^-7Hm7oX^%z||$@@hLs1HUIIAI-rMKF<Pd+4&hDnGFgd1UD!x0zMynm z7hVyoOZXym@krtC`3@CbjCDIn+V|<8@&2qgJ6#8y@<&32dOEmCx=_^fMH}5c7SZHP zZMY=beP)ofQT5Jb<WaX41idsa^zYZg3$;p{H=~*;7`keF*I5%~zN<6NlQr?ePuu%i zh6X%y=hx?GYT*6E6z$Iobv(^%d(Saahje>`RK|oFjx^Rz8?I8rizj?B7l%~wGQDd5 zr7Xe~^Sm1wG*vj1oPP2pK?N0Yt0c3@Dj@#}V63Z9#(X>7K}#ED7@j&SW;v$>3za}8 z%_1e(S(6rST(5*hPTr<ge-yDJ-fMS(zaqxseQ>y60q34EgDMIYQ2I4u=$pC%)Mj&a z!;Z*9Ag#PoZ=pQ)9-0m|PL+e~>BSzetmLq}?Q2~hRSrGX1vM^&Cy#^X|4L1ig+FO_ z?461%c14x;{JtxL>Gbz6humdw?d$E%xP>yv?e(<o*dPtnrMJ$nc_#(umHE5v%BAp| zEq=^#ffS-oF{&*OOX7R3Y?|9Q32-Gve)un!fL$Cl4sGH%-ybcL6)ui3=2QJHvN#w& zdRl(=h{3Agk9;jx40rfm=>HBD!$+@0@8;==L9wMqNaU_4I-dk|jV6eqdBq{u4-kdy z?ysJ)pG6>*>__`IKR>dBk)lBK%c>49n=e!m_$C)DtZd@KWb4ejvqY!V{V3Y}+>Hy@ zJ%9V>{JE$(9<k<t4HwR--@{3YT)ec|V;MWgf!e+LFVlo4u@9cNZ@9@peo}y|B;m<v z^Df8J`#3P7-RaW|<>2F-+orT79OxgSU6xklz>9NW^Z7*_ByS6U8Zger?!GTE3%b~- zcr?!5S;NLksh*6PJT|h;JsWG2*(hBbU}V3Zje_S3*ClEY=atVSnsV8Y32-s0`pJSQ zpU!}HHw&+}#MYObV&UF(YOqck3+1OJ$-@yW7#1X7$n#;LGAyKtX~=@S(Xe{2EDLm< z<154GvvB=}xY3IaCi=}1n>ST6al4f9o^+In{O#8Ba-*48d!vbKvx<o@-&D_;|CoqB z;qvRM1`{IX1(zge8K_^Wbm?3-1LQ;UPTcbhwD%?au0O<p$w9ZaouLez_5HEpt2u-C zdmUbqBSZAcs|8shgddNN{^HU`>0rOHeD~uW9i_tcZw^18Bd>aYqaD#Bx)F(biw+Ww znB`x1nMgQuWKnotFdfOcwzHc&i03uF@i()kgDcK!`mI67^`GX#H|TWGR@WLFolnQ! z*FH^=KWGTPdghW%KMgAjp6ZJ}rD5HhSDhm_Y51G(VNp>+^a$SqUUU`>8uw(RmnYH? z=TviN{(2gkdsFIP5q+}#uRzURYob%iw+)pU(@^QYIWAeA2K}(%He(?g9$0mx7%!k9 z-7xX9DA6n27OwT!Gb)}N$ezhPO@-^X3UN`QQ<imj`ChQ5LMkHJT8BpTONrs$fsYgj zyTpA<zDdFGH}On~TncDae?RwyQ4n&NJe6oifqRejv9%f$)SQC7EQ<mSr+mB0E;9HS zR-sxYWMtH?tbG_mM%sz}*6S?Eh_*f<z##f$;JB03%ikn~?HJYF`Gf@JlFWm~l|+w} z#ca1OCLvDMZKHHP3C=AGMTK{e(B^T~<nd|}4%)RB=YoW5S2k!wDUs02d7}_3M}n(d z;+)As61pVSM&zc1VPwP1R2mk>LaJ58>!$xX^K-xFIt@cJys9C!I4m>6v7FMYXBEwG z@{`f;0EQV}uGjqF{m~R=dM^Kuu=@<h`j7uU-j<wu+k4N`-d?FR$f%G=Dp?IBBw0lf zDWXNmD65iEiBeHA8;T;SXb2@EWMALkjqCW|_#fAC-FhFN?|Hi6j_2ob`kvoUj+DMJ zp88NOtiEl80x5~;e=$bzm?I{AWStR8f)vsgvxw^{!kca18=~K<e_dL%Ay~@MdS!e= z%*|atxtnH)^RihZc3uX!_3v|rw4wphA+g2FOdltlK3WN<=%K1lp={oiE;{yqpze;- zMJtCFAHvhc(3pzwzc)H?Aq)O;_SZq~1e6mLbYOqcc(W^A2egEj=e4S|5%%+``{QtJ zyhxZ#`(&jJM#UW`Ng2X3-L^W3U-<ZTu0SU|fRFVrW8VCb<AYgF+4Jq2796Ic-#tpz z!qI=*Mze{oY><9Ezk0J4wt4zz@z`2OQ9t}lyFe3_hg>(+a5OO^G*H`Jq=5;C<aAjh z4eZmua+`5j9cM=AGDc$Rs0<-Z#8s%lIce{fEnC&_lbH~lKCKG7eKTt~xvIE0wYYd| zuqs6Fl!c0otH4}c-XS4c1q<zWDb62L2AM=HE!m`u@&3<Khl#G#$?qUHRw=<c(MLOT zxe`tqsBL)gRuOc@*PS!^ib%cqCzLX(fTuYOU7a!o%w_U&V|^8HPe7nypQHi`j3@HK z+U0Sv{kp%Xmpn}CXEyqc%i**C#?8uC<d77s%TJV)!$aqZPu-2O==nhYd^J!OQr_<_ z9ubg*;FgpJO=n~<wtLB0nyCynEQ-DN=$|yE-F8Q+@0G@o+On*}&!n)UqT;K*rxcDD zF|DuAq|knMbjh@?BwWAB2HCVrU|*dwov$r{p9=+#pKTR~AvcdvZy^quyNN|-kBfnK z@X^ncTruotDi0P1ih{D@C-a1kDAv5@@cz6P!TX4b#gT+lg16WzF?B@nE6MhR!VKY( za)IKw3}I}WpY$d~Rv6J6BRf}q<l#dDZTqtd9%#yeWxl(381j;zKBULPLyH#IFEk!N zvA7jD#zjfpoX)f-T;$EZFI;n-i-wxpf``MoI6FR8EVz}6ff<o4T^qPaj(KyCugt~K z7RenW!d$GC`F`WnJT8`|&StCjaNu-ruCrem2Zc7fOkbVmpk&#C>iBS?D_nv2XSN&& zTI@XPt<Ql-QKLilJPuMK?LRO0$cDv^4_;YMh`vOM40zsRV?0hR7+2YtofP;rn8Zfk zjpKoqTiG~oZ_D_+f{p!Zpe1Us;gQ6-*FT?)4V7C$lKWVg$xltte8qyz&otrI5*Bt& zao=0Sv+zYgq@tVXOW+#=13zmP_B$S5+$_by4ejl;Wg|>{o%+19?;{f@1*7D78BEk_ zjg@DFF!48b(>vR3Oe}O8d-O_=i8+3`(TQ?Q$Q{dY`8vRWR!L}(UmXJ@n-1^|?lZ9N zqU5<di9|PouepRDU_h+V({Y&_10p50PdfA&h&J7SZWE0GCFK+6+kepU(q(?-!)7`p z<{RIQdrF5{bHcBkrF2Md|DivgM2Fq$lHlyU|9#%|+0@>F4(B|s>OXD5Bm0jG)JxN$ z6?*sMX$l>ywGUOejMK0>@R+c9Hw{%oBZ0pfXb{w&ym;>p;gW?bCC}#(>zEY|p%-Xq zDHWf$<`@l(4-FQJ_R!Gfsb|=?nFb@#dTJ@rkzJDNJr_-AIP8%6FIt0!2H)s>4=EbD zb>Ck$rO~j|HVNWHM=siVaQ+cq=^Dv5%702l1f%#!KmirHm7Qa12~-^Vwy}88PAdA% zGZjnMP+@#fS?HiP6&hqKL)|4*oKkL!`1^+fck0PGFWM=Xcweo5vxb6zv@qr1YZTNr z(i~-DDQMefJN|)i41PSi9i>k}qF5o#LW}~lGJp5}VKNTnrwDxfO2+cet!<6($@ppg zX8iD7GF~?7tk+E@L)cVisZ=BxAFuiBtG6fPtgVNaryLoDr{^ydo*}`sDe`vfdlEYL zw8VxMkYJRU?4xs>=#13ttpRruK0Ih#d_tRq>{HY0_K1*BR;QFO)%O4Pio@ayarH4K z*kEzRFD%*wg?}^--P&P-{E7fY1)?iH-NJerEyk!YsYo^;+@gBn>c=}DjG#1FFjPWx zrB`?Un_*)k$k5L%OVKxiwab^I>-r7xTSlP5B+L+U9-B`;)iK06)@4O*uK^Av#jLSV zF~I%PcF9Sn^-;5B(Nnw6dXPB&F4<K>4~z2iix!>GMNaC<8&XSjA-SeAU}>`syh0VN zwp!_6|C~HQYoa4L-+%iic4_1BuahsGO0==LJ~jXJ0c~tkvx>CQ(8gE~7Q6Nm{U|@f z)~e;>x!s-cpaecX%NX6tSk1?HCEvzgkPqQJu6f{Vq8rLvdLPAV;c-Cw3s*}m<ldeh zxh<fD%cQ6H`cM-UbLZSi*sqC@PKsEVfF^#IrP}Set%38MP9<DB4dh%5*`nL4j*+#( zWryO`@!^N^?s^8%7ZRzLc2NyqY9e(x95o!uJ>xkqM-`{>;x?1;%H_B1{&Jlv81u9q zl*>|qwzn-SU0nsi2Ma!FJyAwQ$*&cI0m=yb6mg)FrHrT^yAKuhO871_5Ei^j34=nG z^SWmhp)B@rl~|}E1_NB>;<$<!Yg+TxHbnsjhHXm<R1`p3p}nf~ygc5NELwG9l{|X9 z6n!?f%i-4Gi3c1%IYg`dqCX|v(&*Eo^{rbLHp<~T8p*QQUb9-xT1OU@MN7A?yeWf$ z@kJUt{0O&5wV1nnm4=&8(T{D1q(NzsuyIqBCiWZ8UjELPBK84`nzS^fknw$I!m3C~ z7*@1isTq?%`BL5%nH>^nj``fcek2ZI&#AWlH)8lp4(Y#=AO?4{PN!GBqIfA6ZDlMj z3R&YL_seTV@LB8j>ynisP*k5#NXrz)%*#gssh+}El~XW2yG$5Hc51Kw&KE|6l;Hx$ z&pdSL{rMuD#)EBrq2gB?9wc3!zfzUv;rQE$l%RiHY<4NyR944@taaqumQ*fwE}dDJ z8_R{Kw1`6^;S{y#Ti0*faA9>WPVSdD7t@bft9&N@J16*Sg1~oT);79T5#3O|eQeF; z;~coO%RS}!aIo-!byA=i2iJ+7O-XUk{<onZZ6OD*oCHERU)c~$-s==p&c@y^28X(m z*{J<iy>#;)HgscO9?>Q|^6qa%prjicBEA(Li_F;YE;+PIS(J^+@xd=IW?A?eZ{Zv8 zjfF>B4m<0#u+Tp|zxQVa3u7CfKHYqVg>d!V5C~(zxY8{tej^LXdXC3ztXNq4*Ei;q z0t+VO@Q=sIEci|x8<YRTgkP_Khs#|img;|w{FuZ<LVSZ&LJ$)sc{T1cYnb?BTIm}q z!^D~q-?HpZ2Ix~!Z=GrwxZbs_VW@zCl!qD??HLScZdiIcC!T?F;fe*D_A}r&l@%wm zg@M#&7k8x%41B#;w`stPfqw#7hIw)fWPduYZZV&M&`-}ANJDfq-1+$G!v{J>By92x za_P`(^j)*~9330fD%afJPsgQ;{G)+e=~&a-)EVSTM}1LS)*M~JF(uc2zLue5bL%Yo zD$$o8VoKS5V>H~cyV7poN5jv5#`_n(qM^>>if%LE6TW{qwJ@KCsXu*}0?yJ<a@<S8 zg7Aq$@!T!qducczXKL9`^u_7N+lum4G|;rASQiMNL_NMCu}hAIiQBGkeI;nH<Gif} ziG~aIYa1#3R9qh6I9AnAu`9J^(UEIZ=+AN5zcQJM#@l*FM|`Nrx7IrF-+5lgzL%?R zlc1u(!d8beLBRq?pEu9mQ?Tz@>dK2xDR8<GCvJC@0)^1zZ5*N}GEr>KYflOm3M%}L zUQU6iz#T1fq9>|B$+`3AQBdZ-q_n1!jPjuibJOd{AaA^{;(Uz^pTNmN^K)c0?P|>$ z4IpE;-@W|}L{Fl|<3b#Wp4ewr2T~W2aU+kn=TQd<_U-36S1U;<wN$ygBAtYRW6ORo z3L-(;J@0SvDiRu0yxT$vx0F4NyDB+{1e>kD4}EJ9Lgv$?Bd@CecVFc4>a6k#Oi)xJ za&#RrpPwY9+{rgV$cdYkPj;DL)ml6IeLNGe%a6RYDltav7vT|`zeYH>`=9H+2S%vf z)IaHLU<CKz%f4@9jF6-CTGryNA+Ghizj$!T5E0)aboMwH;>_}*>(xyLAg@eJ-W6#8 z8Qm)PX_f&xsNsH1JM_W1bj01_qaNDZ#g<*L*MryT%uLTwT@2>^t?KdD#e7x`dIWUw z`9o6q(PE-6JA(9mZFS(d=PP;3A{~rrEv-qZ(}tp-$j{k0ZTR-sMQ5zgMoIi}25pd! zDbWL?v^#uMmE7a1#q#maa^LiRCq4#yMuG%H`0$nv@4eZjh0N-LIWjp~_~Vl&@#Byd z>M|meqn2u+MRr^;SWpZ7X_mQ;d72o$DmTbkqY1%JBLW-VXrS=*Ta{2}4a|QePaZ8- zhna?@M>)}z{(o)%W{cHOu=}#*x+7{>5Mg;lLQV~5l;hhi%T>XZicjC*tBNPgC6%g+ zR6%QV3fuQk1uP@A&W#=_=)9SqbMm7yjGn2eM|dfNQTpupoM9!H@?HKdxuAqG{`Sdo zRVDN}lYaTWSH$L2^@Z<TiLQ)33Gbexh#9s(!Tgg7h_w7x5<4aj+7CUcg+y2MD?(MI z`{eNYhfLB_7dbdzyY#B@i7Zl|Bz%#LmxaYU_qUrr%OGV;?zN(W415cNB9(fi@#oh( z+2gmQ!4_{WzQC8ptJm-HT@|D;GRHc$u2~8@uL()qPLqPRuk}y;wNf}$IBM}`t`syY zGO{Z#N#ax8N>{<<l2G4}c<pzZ1gw)(nObutAYaq>`}Bkuu}^*#Zg@}(3(hpSTf7v7 zXU_8ynf0RB{Gs`c&QB36UDV&-t001NF~wI(zX+p7Z2jBDLSd-sbAO!PCXCzt30gdo zF!Ww*&aQvN!`?O-*SaG-B$$g&J+$PZ`17gGuT&oNj`F3Q`iX7?Ht#$2m~e^u)H=## zF7B0ClePqNv3KTD>O*@jcur@R3M+B3dcbI=g2shrn%Din84m6#UAU;&$H84?%dgMh zaF94pMTDNmfwbeJy6iX(dOY*hTmm^Dm#D0yZ|9(3?w#%14T#=o?-L+Nb1?o_>iEG4 zHnhLZ#`iR{@wRGXTkt(LY#(~Pmdj*=uKYCRS0WoRF+Zjgf(XAX3Dv4z%Eq0QrTaF@ z5|bsNe|dm#$;B_8hRrO56dW_ED`w$!Tz;#43JbrZqwm-H5$iC8<=5O<@ZZWhy2pkE z%L~j)(`qdIvaR*nK9A^)SgXYl;gqe$*CSrPWkQ{?_keUJ6SHx-;g1e8ad7_k=K(vJ zSpRD6`(>M$5NYv>H*;d*jhXe+5ep`APRPG7TF8W0a&!8Z9>Od1kjvXD8R*NT=ln@y zp!vzpgI|c=Tz{}MBRzltkMI3G`VI`NnmA4E<TKDxAX&ek%D}m`Z>3r~=$N|x)+(NG zOaI_li(?TTD?@UZe~F<(z`kVbp>1>=plXa;+0yZ7vvZW{GCKT29}V`X($Tehck-wT z9T!}ysxJ!AVQ@S`WcM%)svGU7Dj#VGTj2TPOC=5eYOd}(pF=~()V`>FsYE~I7_qi7 zG$dOzhwB}r;ZO1#MVdDap40g?pB-qRE}dvCTTZ+$aw<HDa0^K=>c(mw4YJbAJk}f< z{>Ei{*R)U}EPFBTSSb}TX{Fl?&QMWDKDB#J5EWjAzBg}dpkg_9qs>MQDpn^e`*aRd zka~Y(Kv^3FIcWH{G>3waS>F<B0tLtSE?WC)7txJRinIIw`}`}rJHknuf+{9GQIbQ! z_QfV&uJw>{FycsY$_p}{H{Y<gzC}jMx`@(GVPse(lFYN*39p>Ho5xooV|453fzDYH zGzQatS(TCSGqQWHWDW_Wda?2A+lWq#UULpyL&98@Q@eb0N%-~C_Lis^(U&!6d(uA( zfsyq}{=i)!(4>9u>ZS`}vB|PJ-BUuS;fhOkc?p5iIAwHZxe$VUq+&<S{--b3A}2zo zT1>Fuub9H__a->3ubg=7oe6?xhtJnMGr^{9bw^)lnc!0IC&!9%W1N-2bi+Pl7&iVJ zv#B$}#phQlFA;8W-P$E~VyzKIokaeG2^rzT%iHHl4jIB?OO3R)oFV>7mB$+$Fu?hu zsL_PE1_&Fl>`#x>hwG)3I~=k;Uj5eC{wzihmp2TVh7IbXv)O>&7NU#9Kh3vEX1W;8 z@lKWfpo1m<*hhy0b)aODFZWed2Odukn|e)Y!@R!Ns54(1!_RKWC%bE-yt2A>?|f}& z#l%mqtKy@?c5mE^BYbR6Qg5nP=R>(9Ld<_I(U<;bwBN6^@Y}AJ%ZSo~^N!yUiVj*J zS<N_?FtzaJyGCW<Cr#{I^(p=4Hch0*94cUwHBnhIx7syA1HZfcH;FCQKwDbqaNu=y ztk-&&^l*ndB;@_9uaML+Y}=GvRiOsPypW+NOEuWpYRyw2sbSOg=!B*~ReW}T+dVp{ zf`xUcsK`~pkV6XRy`Ks`#}`~7^(v!yUGlHV6Uun4B~-idixL7)G&n3gp@a<T&<|NX zB~U*kgp*qovFNn`uPsXveTB+rR$3?`clC;QcSjUpZ>9D|Vub=U>FX-5PRYagu9jNn zVR;m#xspWg$RXhgNqf1498$A&+c*4^g{Z>LmaF2jsM4>~y#G)JGZ8ThB{O9Zq&v-# zGLga3j~}A0-j{|7>H3uSL23BkuJzcWERCy*ch1MxNa0%>8UqWZ@GNq8ZIGE1#w^R7 zhd)W;Li4L?vbiKSGY;$-IwJv9N4Eom{o+`bJFviAK^*e(QeQ)&#h|kCjkxkWF(e$i z_G!7aC?XyuSeMs{AXT$f^wxS}eidM6IEcVD^FyASpa_;YiMo~M3q#kY@XE^d!U$E9 z63Y3*gKI#ltydloj}k6~h3?~Fy-7{p=QTV`d)O=v(c^)gTD5wy2oE*WZe?x*Ts(QE zR_%U^aEn+@y7hi8+BPpKr)(oUlW^19UY85SceXlgd7?X*b0~fR7iC)qGg?|XxSCtu zu<kAg&;5p~ZSHZ<>gz2sn!$mniS?pQ2RPWRKcvC(<Y2pY=-%XI95|oq)1FT_=9KTK zqVo_Nld;>XYZ}>DZlhbj_B!E{!a!QbDK=K#)*)qwvN0h+^7h%qMo^H~lU6G>?iWp3 zB=XtF*zA3jM`y!x?dQAaezQ<%XgXK7iG`>4Z-2Oy%ffKqlL6T%7PMY}`(n3>g@iZD z3~QuWV6M`%UOCMKX_r?WxtED&|GW%8v@#(h68zk<fC=NMUdQ3nOzcsett}<G;!#z* zbg2syOH#kt6lpPW_J)-@b(Vp>SI_n&G&7*TP?=`?n1O3QcSwodU?A{kE>1==u&Xuc zpW7Y=MDL6rQC!bJbgSC3DlOu5&3x8o8UqI$KWQpX(otqb^7!+Ej-Z1_MNd@IasInq z!Mb8PlyYQ^CDVzn?7zZqh@>NYaZ0|w8yzbGk{7^+aLw2a&SE_}J_SEM`bdQEicCmp z@?ttJH@m#C9ikyK?b$4s=!wkBbfLj|8mv!8t*<F1`V#oDB|M#mwTGn+ZB3-%dae2B zqFpr99;tj0Wky4*@u2H&O&aE<O^2I_(QqVt%})Aa8Y;dxseSxI1^v~NTS3)SJpNGi z$|R497Rub#vOp?0!QQL)+EY<p9nYH<r{e4e#a;KuDe%es_VaQN1<&6l{8cKWU`w+8 zvPD@Gd<tEra4muY`PsC*gKiYe$viP-Zc4$_pkreXmx6~~dDqg1$*{e*c3n^#8B2D4 zlhl1cc;lGQuii8=5+q-(y|I_LUUa2pw;LJl0b}O+hGgJy$6`goBQJ;l9vz-f#sZ#+ z?$AOqq;*;^?5HN;$NiXX>#mV-_RX$K^Akyk^i-Wc5<-IIVy0b&JqfgIW0Ae4B&@Nc zT5eS#;m|FC3-c$0pzhY&`{Sz+uFY$)sedbk?xoA5J353g-%sCFqWyn+Wyq`9pj*%s zYkv4q=LneMMT5ABWWNdiK6b3R)o6m6=;ERaN+ww2WR$Z0i7|f7dwJn_sxdrD|JyJa zqhQ^a;k_kBFuhcexz^GM$G>&;2X`Anplx+imzp6iZaW^bb;JM(PTEiP&Kf{`wZO7z z2?H?e%HoZ3^>Jyv+P|->^r7s(v{<f95B5jmCVsBd1N+&+?OF5mF!^WIcSCPooY$!m z{v@W0Ax^bNW`hm}pD7efN9y3~zObeq6&;K|IXzxGtc`{X)wRP<v~m56+ZC&DZDhZ+ z{O7hw8{ePmjP<H&L-^Ue=6{oXl)kV~xLv`A;E(!<rziO+$e-c%uH}RN=Zw>O4j(7J zmmHd|A^Os_X7bAgEo5hw<n`DS-FX*XTD4dU=M3U5%0+78w_HQv?e7}kYHog!x>*CC z2Dq*=L+ZE@t2_H6MIB$>UiXi&Qb+vvV>FHDYIq>mCG#tc@Jh0<Z;6;1;xDHTdY7sq zrCwkYf1N6FlW$&*9a16o=Uq?RPOIQ*OW6}>tH62Ia83I^W!zk4x56P!8LN%{txC63 zhCq(+(35H<2&7WK54k8oKe}MYxn4z_dE-#pYpaMZ_b#`_mkL<zJyPnnQ32PVh0Sbc zD4@59bz3$^9<17ZTh4Eihrq?di#hFbXq-phsJ%)K;&gw#s5V)+9<4C;GnNITp|*HF zSr&e3qP;O2WZ?Cf#L#2NfN>;Fj`KkpVrmDC#1o}Kiy5rZ`XdEPo2yfQ0;TY3kHTd` zT`92M3i0~8BoQj5b<@mV654gQGuR&`U{KX@T`52U!RK97bQVeAW)10S7hN27-%o58 z4ip3Hh^~jSfEY*vZV#5!iXu_##(pU`QJ6){Zyw-?0{#^z>fegM@|^a)HIX9FmKKQ) zXNy4AjQKj@vM{WgOD~!by^%e9++T$)jISRKICVVdVQn&VDm#=1vd*yRVSOIL#$SGZ zvxJ92bIWs_E-utgnlCx|gp19yJ<Xd4zpNXx7ZUa2;-N>7aJm&2A~b(%Hv=vPWtR;6 z6X#-y!l_4w{r`QhKD9XOIS2Ru`unXY=76!a+@md(gO#_eXS&vNVA7#sudT>|_rWtN zcLX@-sGl{6A>6XHu!?T;n~nL@LCMZnY<TQho9J?l@QW|`S3wvXl!w7%YdzU`^kQYB z(ndCD<|>JW25j8h8hu%s#>UYP-_+9kSP=J~d<~*6C04iH@`=8rzo`x6hO-b9a?-JQ z3k!Ze4{bKAU}68GYu|_DS?DYo6+0@xf{3Ev66#OF9ae3(vYs>Hyi=^!?G}@8uKCnd zG7~`zafY@t6Wzn>!e8q#5mB}F;9)T)lKpb|3Uin^)~m;^`^vyg#YGnBZyETRQ0CWq zj)6w?{l^mtr_5e92~l20^yDVx%YqezYcBuHeXh<xSK9lkBOKy=d+u%${7v{nDaH0m z10Bo5jEnwzj`5}Jo;{iwbi5yE-_#IBNA2e&F)<!=+$g2wY7ky=bg1?FB2P!QgWY%< ziH=hdt%t*AXqe2KmNof7gMhs15bZ4uW}xN1yiY^A>9X%>S7^|g+q)&~91X$Y8xNU< z(I6eI^FlO$hOCJ}tpPV0j_xQ7d9;EC6&YL0&9XEId(oCSiqLTP_FhxoLgMEh{Q7&Z ziHa;=`D}**DxO)|4E_nFVnl%Vd77BwF3#qUJ*Y^FSF7+dq(W-Vxd<T|6{DLZiqC(h z;K0n|-76nZ5ZD-%JbadLiW5VvcP|AM4&t=spkUHozjlC0fs=`fe2)MH4_vQ@RSc4G zA!&1EN(UM7_vFMbyeESk@ZE9hBpEuAKg37lh^|D-ZEM;?MlEwR(ASiVi5>0aF#$5J za`KI@cav~)!Li|(8WJ4#%uzd9LBb_u|Dh9o+3I=x#EV@dR9k1Mm%5R#nfgL5LW_j= z=4ZmRX(XI6vatw|BH;j6xln&G2?mVGA+;GH9EPQ*b^rhFinT@cw-kR<eDStc5A`&~ z{e=%s?vXIXA?~eu?vM%GMaHT&HkjZ~5jT>#)db4inm?P?8Y4zNJv^z;2o)dqns{t8 zLX4_n)gGD=X6jat`o1<qQrXt+N@<4pJ##bq%34E=Gz(ZwwHrYG@YD9%JOi|iI?Xxy zMjyAP2S4xD)yHuc^@Zo(>%sbE4fnOB9u~ZQ&{6qK7b@q)gUeHNaWn1%nrXUtb=qd6 zCRYd6E$fUm)O1j^G~$oxCvDhnOqe^bOdAKTWc;;@)Q0X!;mXg(+R*#x`gz#|A5#hH z(Jk-!n0Y;FB6XXOoVp*=Wg&bdMAh_vwB%!XlJi#*j}HT_jG3ZZEgXG1@2*;=7CyY# z9ci{#3pc0uvA(KWaH1W)uwy_Ix)sJo!2z0xUEIo4nAE^V=J2(ZXEo6IxcF3njRrIi zcgmUmR!4VsR-MHKb=Xv>AJkJ($D&_v>IE;VAuHUhI&w@EGF0~Gp$t_h7iCAx&ZuDb zMPBx$6cv0mzj{K{NCh;fD1pj5%6K`CDp|Wp84#LoJu0URd8huQjJrxun9TRla8rVZ zk731bIVBVpO>{P1RYXK7-(hf$BFutMk8HT8fPIq_Ppvm7AW$||R&>1r9<E#Pb98|M z&R=C%yT`~w?V#aJ7e{&cXUBUtl*wWJfP&uKP&xQi21i}|A&Zx%UteZK$U^h4(Yzt5 zEK=XBxm0pj2Dwe2zil^@L4&^c^OrBB(fMTK$nIEa42h{nCd*30JmAN&^DR<nQ1B*q z9FPL{DA(zLsucEgi^X2uEr}fWh~YIQ68N_M->^MZ0wIptbIZfTv3%j2f3mm4u&mIa zsaZn|ds~~FTPj4c{Y*m17EMu1z}Yr@S_A?tN{w}x2m%fcIqT0C0e3rgx~2#t-0N5R z2NPkuTQ1iBXq<<$+jp@JT;pM^W|gz)Wggs4Xq|ER&oiObLgVXru;QC}>&o+Rv@i3t z_aGOivb+{K{^o)@e(u<*DlVGW>X@B>MtDX@_W~o63zL8M?A?R7P*Ibp4>aO}jnKi@ zEG~|8CyL7TaIi06<&Fat9PCP7V5eTlLH)ZDPD(Tf3$xG8X!>#xe)d}3TU!p?y`s{> zj5*+I>_5OD9Ai3sKp|s>jeQZT_wm27agfaT^xrvO<GgdF8}ixsoBr{~++;TXTn%k3 zILOAGGgSd5u59#O$^3hTa7<Imjgf!z+1M}rUE<&u7P5|>$Xoi7g(-&st&ZC)=<Ide z=#|8RKE3jBn-2>fs(ncb4lJ}6EmYGoW+5~8S>kI^7COwf&&#E<uxHv-W4w)t%Lgwu zZn?pPP1$tn^Kd2}W`=Ss9GPh11!rAVU_zsM!H_eBiK>o*r2<0?{8ReddB2STJ<o~G zfcp$Yo?kZk@fZVdPJOVA^kJa>X*~NY;glvBo5q4Sboe>$Ha|sp<;IrYO;L~O@Y*2o z;vUhL%if-MV;|7*toq{9<vE07rVbueNTtJWuwddh;g|=Pg47=FqQhvG8hvUL9Y+su z7};Y-$5_GvrFE8sXC@8!^A!m9Tt5+<HJ6TqZVUmVb{ZUm9Sa`aq+vMgokj6g8g9hV zV}g@tIIr^5Np(LB#qr_m=6TTY_E)g^+qE?O813A9%bbP>lhF;Q2+y2cC_8jSk%p4E zVo4_!v7V<HyL^U<GmGY4Bz>Vm{n?7Z;Hy+@N=`Rn9i&3()Rx|?<%DBqi&M5qQE}lY z@9e8S!YidO`VT*)z%s{4!{REjUSa=~bBcnm4N0UK!ZY6QiwCN=QSc{uH13iO(VH+{ zn+Au1>pl|zM?kp0D+Lx&@R+q>vX|)1vd4Ww$u(ry1tw(5rx320eY^LK4;kMc?p<cB zO~#L)^Xt`kWH=3-D6Z)tLFvqmZ$}Bg>=6{)u5yV4|KHuZ(_w^Tw06CJzKw)WO2rZ7 zgkLVE-U|=YCH!Ks+QEWC!rtj4t^=JyxL3VEI^(GjPCGt$-1_`~cO{s!N;4|N6yY_s z2KR_*?z~&=nT;uqCoDEB`DKDn-#-tRhMK_4Xvx1r-;I&!B$|Dt%Ls;y^wy3bBSgq~ za7ERPQ1)cw+y@^Gq3IIv*)qitS-FyXrHG#VT`>2>7p@^hV!V?FpBiArX<L;&YYZTu zcFNf*PalH!msOk?(L<tI|AIkxJy2J6B{odzLTARp%ld#WEN-y7`i6Cov{_!b{-O?K z2YNn+ZqPxV2=luTO$Ru5B}J9!i3Yc3&Vod3=qGn&C;Mnai81dyMNk{zYFRou&3ptK z?=g6sP4wechLDpVA6ou#%Wd@e5LXuXlt$;{YPp)+#2+o3-gs!2$8#<GSo*#>_J|g~ zKelu1u+oA^Z|ep&O$%meH?m}2Yl42}b@SkIO%%14y;}2D1BarcSLkooK#sih!)4>@ z(5|Xere0LXmLuOgwe{6u>*BPy`j#3b#%3<Q306b#(SBR?xoQwUNJ)8jSQS47-vxwn zRMGBmcTD<|3NCG&lD%?N1wUFujZ$bTI33woJZYnhGV-*_>ux0!^WPZx1S!EKdFrex zMG2lKJ08oOQN-b(&)Lb^iUe_b%8p-Fz^YcM-sKzxNWJ-T^1P)yR-Y8tuI`b8hxZFn z=L9(<|J%4--$@Rn&?^FIeX<C8e4w`_MHY#nj6Mk$S#195`Z##LEEe{w-cvs*gQ}Sr z2{UCG@O<Z-aGH`v=EfIeeI?Q`-ZAQ;a7`M2D-A;L-<F1`zQ((x#nPBo|J5=6LJB*n z#g_#yOCeh6h3tK2DU7U5N?k84g>wVn9y$JzfYX+>ixqE5fVp;hF4;^1r)s<tv@eNc zvQ>1tM?@Uk>yz$H6p3Mwd1GUcgcv>qiRKS26obylw<#$_QOvqsSNoSMf@p!O9_y?` zu<WP9zaK-wIIp;5X=c7KVmhuzC;JFvYM1%7eV)R&vO@an_-bKdU+D8sS5z3r=05wr z+w<U%w97d@gojO2ImfA+dGOkM$Y_fW55ZB{VPTVmOX>vdC)&CAVCVDmObizf)KA=+ z-ogckUeBE)$;F%P^A(;_xLET^cKelj4)!ZKuQj;A!6)aIQ~%v}jMaO*Om=Y)oo3?Q zYR|z^Ay1VJ8XOb~r2D=jb8vgRxM{!$8^YU?Zv_sqvG>=hBW;ar@Z*lX%_wJsdvL{O zS}GfykN!0`L)f^#sxVl50~@6m?_AH&Vq<DaOojr3jb*Q~xaKbl0$+vhuO$59c`nlB z`c)PxBnC>I5?EMQP*nMCHw%Y;^&E}2XJP%j_t&L$S@<ch|LM{a78VI4HAsAC;@6Q+ zmHY29vE$6Oc-lE8*7$v!syWPrcHf?n|IV`)eEi8%)s6|1kVSv;h`yL=e=2trV&e6E zZ<B?87+72_?kCvAAoh=^)gIL|;Jvp=(f<|$8T_L9`H2ivy7}t72qpZInX~ccUIx~l zP^QFfWng<x^5K<h82IMqen~)=0mp?Y;dPP>$gAD7%BM2$>U*3<(jo>5lqUPPj?rN+ z5OI6yf6vqBP>N<=(IIn&vMf4}4omY+)7elucHI``fAFPaWP5sP8qpos^f!lG%!q!e z32GUt(;+k*wU;YH#~itx=Uy+Q<5=sPdqty!Yw{yR{X1v~cV2tixtWFwisC^M6*Rmr zkK6IPkZ{p(jN{YugkK&$=bw$HA&}c_y89pvE7*q5M4V|5T*7+NX-dPFk2!Pl2={21 zZoL{vrJ;kaF%&jR#ZQ$}w2dFAFzgTBC-Q^}(Z#PVW^PgOX63hC#|}{;RMaBNccG%W zXwP4sH5Gx0jt>S1|4185%_$V2!txc1>M=yYgw0ulMU51!89cC}Acq1M2U3M^Bn27j zEl(I*C>W{r)_SN$0b`rPW##}G>EE1o478B3!T*EtPohUjS~l5lO37H~KKncT6d9~< zjBE{GGJbC9i>fvxW6#QR<v1xaB>U6n?N~&{iW|+BM&FY#bmX0#djbjZHdg7Ug8%1x zk>}3G&1EZ?LCRV$ut~@a<NB`s?~6=fmT@{$EY1|mvbJa+`fdV;ZRA{vlnIt<&O2H5 z+6Y!34fVI%7~y?T<s8<qA<Fd>g<b9#Lau$jmrwxVlYYtYi7^9+|JYVucHIC+mLy5a ziW;C<#dK<}zdjUyi8wYMB03^}VWP1|7wtd7RzHp;I`Tv~I!=L@eU2lV4|Q<z;ez@F zVLE8|oAjpFK?m)X0$Vh+bZ|c;Rv~YR4tle9e{1Q~##xh~sz3L%(YxZnjteKXakF|* z@X&5;xE-M1DmEq7%<pxh9Boj-j@p0t!bfydae!4RALd_cQ|4UcqqqNL-o@Q~ls$N< zCd=nzwO{;gv1u*D9(=CEy`_c9sDR0~a4j4gV|gZPYGIoA#Y@HsuW-kkT8lKX!$RKR zXRs#BPBgoI5!57X<#DVnRs)Yt$lLN&HBezt?PKvo9e!U7IUY;Zk^iFqdsu}UTwQz& z-&(2R(BYaVk}p)z=azg{%uN*wJvI9nKUH9srE@_#L<KLbQZFnNR>7F=(RO~3G7`I; zJ&&(ZhPdMGA%>tb=81*<*p{G#WzmC)k2WgdS-YXHr??Vo`fm>hepE!Ft@*7_?uyvd zQtdwUQUPO}MLk)Y6)?y$vzXH^j~__+x_Xy9qQ7b6K3XJ?@$)rne+A3Ild;Cg%SsNq zf6lFoc_9n?lgq4JH_PJP{B6ey|GWSAO4E@Q>trxpmQhk{AOo$-_gFhdq)|@lk>OvI z#!R8VXrhobcn-%_w%?S3id);2Bi2#~iOSl3bG{U;qk1~7UzbF87Qd;&QW6du&P2v1 zOJL@#i*mp<ahwP|psS%G4xjxkx#g{5(Epo1J!v9_sZ|zb$P@+p^h~+}(Usi&r|;j3 z6$K?AU}fqOQN$c44YNZ;uwmuZggtZ-*l4+T)1C>#@Oi<GV|l`8zUSflCQKMdUo2lA zrB1l!tk@^FZXWnMzaCxwm52PPopxGTJZ!yhs~BO#gZss!GpQCl?0xWgSW<?EcMc4v z%0@1Zb=BOuNc822=9_&}Ze09&Ettxa<sxHQ=;+Qd4%$6k$g}Mnv^Y1u?LEtZS%rJY zp->K#6u5JyT{zHq7wf-IpYTgl?9$&%!Y#uRl&1?hc>8+pkVY39(Ueys*9ouWq<1uh zmaws~X_4NtY&N9YXI?KN+@ciLu%<hf4GrftpHJ>(<Cc=aBUL9hlDBI-Z!l)Vf5)e4 z&Js4R2;BctHAr-Zov)%=$HJ2r6;0KJEUZnR&9FVrLaYYkBP*DNs@T0M33e>JyA_se zX~aU`1y$v@92S;t$Xaec#6+9(JMy1qCZ>-`x2BXcF*JTtg>s6CUE1DF&qA0mua7R4 zS;>TA-QmG1WhUw}e|j{CFwu4S^;y$l1{M^GO5d+xK;lx|;;n@YxQe`Yn0JDK8wske z_xCYyyZ?d86+faYYrng#w`1VFzjfAs&&xj_)L?f<n7AHm9%M8~hhF4fNwF?EzF$rG z{l1Zowh7^&iYhvEzK9$PEu>?o826sYF*>St%A{qx(h=EH_jjK)9Yt0>?^YNR^C7!V zT$zr|!~0cRDRd0@O_q54cYm@;XBG1~4R&S|>$-2#kbU+_;s>H1Ik{m$4>M?39dqk? z#wi+%)$a$|1Q3pq-V|!PhlU25eyZA58sur$PDr@WVCEyeD^Z#Tp~y}9H<D;j+S%>n z`|rQ=?gKQZYN!}&;`FVHrow$>?X91sRP_3K^?zGKg~fXPt}G=g?%kRH@RS4<%eIrR zF8D^l#(3xDURe}y_}%yO3AgN~=jdKAr(l!Mz@UQ|1?-KDle!EF4!P>q9IYh7e}X!` z>lzt%4IkNQo+Bfe?RTzW9T}(e=W70U9&w_$>`oP;4>xyN2Iwv(!#Zxu%FP@y?#B-a zGp9)C`|<ZUXNZJ%5BT-dUrCtHDa!d$`u~4E{{NlZcI>}x_1zSEh8Mb=oi)Xz4s*)# zpDDJ#Vg^N~n?m)k=HG}46KoM**?ID@F<AaLRZRKDxW|lpes6~n;edkiyyZsdZ$4vX zxx@&YyZ2nUkz<JTmt~cG8x2uWvSybh-4M$u?koNk8Q@9mu=~6beW=8C)+%}EV?l%l zxuahXeR<**9-H;B>R#Zf=>c8%tWlJRbl1iB>UYA==jkH8bz9YRjSil*ywbSorh^e` z_bMl49Z&^C_xmr_!T#)yH36;K_<Z4DWp=tYER_qAB@Sz2gWYXe$>rJ*{52+@E1->p z>rUF-IzHq--xlvV$;Z&%STjd|K0Y6GbMjQ=W5Hk6Kjx4Y42!dyFWu1s$)o*ML9`YY z{&+aJ-CGM!PdFXhvs4SW<6?GZebU6MBz8yn0Zj~Dqzx?pqyc-K!6vH&4P3uwHLWhD zfw#uLH|j>H<D16pf=82Tu&t#Zs?SqH!T7gHvDIo|$nRm+7OP_PtcIDCk19N0_H<pK zsbX8KNn6Sb6^I|^H~MW*!I{o$g7apT@u}2maOpW^9M~r?oII<94M&Faj%F(1?zc^y z{pLy#`u>|1I;{vV@7@<GPZe>u@!o8hn<Anc1aCi-RYb{zLQv=eMPx=99okNKX4t)c zZ46ZbeA!($H(rs)e6PQQTb1R(Iq93ety&Jg?Ha*({&Jw43T2JV$Rhi0JZ)`|EFKmr zyU6y*z<2p4t;R|jNQR0A#6-$Kt#v`33snXZSME+p-I0cwy1$2@k~9KW`uFW@lEU`X zRtv{-Qm{KRkbTxb3W1Yb)%y-hf}N-QOG;W2obUnb$37Cs*d;Ob`=mJJer`S6Eh>&6 zMo(mTqZry-%e#L+6$RCK9&gcUQOtdQ|6G5E2wbcT=cgx&VAZ-Dt7b(J%yfmXzgsAb z{DBWK>hZ!*yU*MmuPTgqACbRW$-)Q;S87mA62^1;$ZjJyVOXjcUpJE$#^*g!`~$yv zh*}+|w&Mm5cKf6=GNX9d96t3<-J1uugAw8zG<Xnb-T2V|9~bpTrd~yLTwL)x&|<Nd zi@li{ANLz^@veTU#2;ZUTFmu-OLcRw&2PQZ-ZBnYH$tYF*&JMcbvkp)eh#`kGVWhn zLA>s`Q1YGt2X6-5lQq7xL91Rlvg92b@=);2sUSR3dL+^23L9aZ(nY0**eGE1TCVe8 zLzI6kpx=rOX7rVUcy(e<)42LfHugo<RKFc#A$+uF|E>-e6t7C?FL=a)hr{#nGQuq< z{45r^oM7R2PxjV<JuGOLIoBT}dV-8XyH0TyUQ0%8$t2t&ecg4h>2D@}7rotHP{~A( zPvi=<OH4?fQCXsXk%?yyRv);skBM@*BZc~eTV8l<ebu4IgzLNAxecmJ%;w+K%%U>U z{Wsspe1w6-&#KS+-ZRiq(ms$>#=z!`kIS~?5w5AUkerDl+_JjySPs#Z8Se9Hos|r< ze04wDtIPm9hI-`05(XBMx^FKXpu=pGNp2^4^3~a<-Y1uink75UNilTDA0249=tjqu z%%+M1L`Qa?tT*8k9cfb*T_USO$9W(3pD&ltAtiD$J7<E1J;zo}+?l0eqt|Lxmk%`P zA8WX~nwa<EJS-I(XgKcc&acR(!R@EK@a5BlJ2L0_d4|%U{Kx07h9?c>kumefY-z|3 z(I{xMpy6ifhS4%D8hlu+pJ{|o*64gPj9}9+=lB?B&3qd6FaLc(y_N9CuhCH2b1KGm zd4=D<Ohw;`DsSW6gkRK!o!=Q#A^0gc!fp-~(>a#iqP-N<Itsilze_=$i_)Z3ECsC{ zmo*l8Q*h^2!K<6gDNsvW?v|xNfxCZEpw40nHgj$sW%ZL0ZL#e1#CtMSKTWcWo|4g~ z`S@H^9vPk^_8q#BWNcfNv#P?14D+J>-i{11@~%I9H2a+dImzFv-qw-8DU}Sl`hbKN z+g7h$9!rAYJj<<Skt9r3MLR3(CZRQOxbmGT2{~zjS;K1o(;dW@HtNQk;`q&{c@G|% zqI!|j7sV1&gqD~}MBOsQylnZte+8y+XxPp#4>5)RmxkEOUM5hF)8CQeZ;bsPw%wR* zFhZUNsZBW42!dNXe}qaJLEzpU{a@XN=sdUjQB{>8+9&$Y=?5CZD}plJB5MeiLBPVS zHUnfms;kI9X@EJ^U!$@V4Zzw``Z>QyAE!Jv$BD1hhu5>u9~1KQ;I-Iw=nqd1CsfaV zv5hA@^Hb(j+b<my4vaevUD81nOQ6(Zxem<3nlkA#+VD+#^5lMlHuiOwOe{U64gaVi zZv%I21j<Bv2oZiEfBoHl^B*64k82C0?h}16->lS_$j7?deon7k`ABDuE=*m>hsA}- z?N9$|p-aR3tnULY+?ptR%ka>`@wkOnO_Ev&({OE?->r$jw10i|@tW9q>zD90Sxpo* zwzzM;r-2ipK}-L7Yha(C`_17lb>#66a5BQx(XoB?T(c=PL_U@7^e$4vF8>WedU|RY zJ@jex@wh5t=Z2Pa<*8!uzT=0x>Z)*hW}_i-PX#NbcAOZKR)NCI`Z2Q>WvGm2HNLY} zM*QTq$+RgYC<~b6Eh$xk$Wp~yfyPQ`Zum?)c|#E&_edJuk5|O3QSHz3LW<znUP!dM zpn#jKhmoU86_E7J?MuNz1-Ns%^5)%@M}d)qV~L_X&P42Nk$WOX^sB0LYBw>hEptor zWU>5N^D`AQS!C`Otv`K72I6PVJ$_^?gONFBPx%Z><AwQ4uhzBFh&WYbH20Sj5`%C5 z-C8V#s>R)v$J(Uus7rcH-+L(>-(bL_*GZw*^3U4kUQ)=-u06M2R|=J}>e=C?k`R|G zuKTb>5_{JD^Vqai0{e&co_U6eW2kKZs_i6ktU0*;z#{`O=oxz?{1p{NI6w1dRk{e$ zw)?IsB3uHVzu)zp!sxITSAVWAjBF!$`_n{UzNZFRcg!W$VwCf#Lp+2_rbT^-<H2db zYC`5B58^NMPFyx8e6rTTOkJLbFvsPw8?<=1ou_Gfhv>+wvlZXIq;j!LRC38%doB{6 zim&%J<ib>erv018MZ~08cETJk>|0C(CBG9rDOAlUs^wtC;DBmt3J0B$=~p)eaKPm$ z1eCAlKwR%}r>71FyVzBalFT@uK5#xXhsVLHL(!j(PqGp8{N_XxnS*`%W(^r1*l6Y* znbquM<Jk7OCAGC|tXr|r?!R-1GnMZ4i>_zmYv){cq(2*VK7LZgdTg*-B!pZ<**JS$ z?0NGj3l3KlRes%NLGRjrMT1Bdv{eMGWDl}1F0_^`6T*Va!Nwm~H?WZSW8PaU6BceP z&NQ1R&%#RkwQH^lvA|g8@onx0CN8-B{W18KiIsoyR5I=}F)}yu(4QkrwBM}hkXl9f zrB+D3Q<iXzp@IsCuH@E6wx52;z$eOZqFNdQW~B!6iUS#NF<)jK=+3}R8G|R%%NPi^ zDOuM}^kna*tas-b3|RiSzr&PpO8WlqRZTDH_>h|u;(nEmqYW`HwN4XGSwBr{4xr=A zyP&f{>*zRf+((3`Nry%L4v{WlI&wG6V;}lUL&1sQ5BzsDbSVV3&sNf4ecdlA?J^Bc zFFLcg9HSwf*RhwspN8b9KRwfKG;kblNz|>P!QM$=D2Y$QSms83Kf)o6vS(`SsWce2 z9Vj-Opkg3u@wx6cDpsEF+w<fx6%q1nhmKyQBJbS7drOZ~kv1~jt$2uvB{sQwivCnw z=`;OH-tynMk=^;JYE<+aZT_%g0Tmv(0R@AfDQLPcwxzI=g3~2tNt@Ft#NQiQG(Cud z3peTG<9-xW&xR`}nNmOrdlj~VMZtb6VY{pvGCJ=Cd7OGchL87yj;UZWmX6tci~a9; z_oO%X+*HWum<|aLC7j~kWc9A4lY|W}iv{zlNwEJE?d_FE!g_J_(6xyq=!$fn6Z9qF z-;k<flP%E;xnCV8l}NY{X;-nDLPB{>a-Z&~5Ry{#uXnx`!d(4vCx;jR^M97^sO#Mp zFu{uMs*q4&6POq@JQ9Cu46TPDVsaJ6h}uf)iYqe)y(i80VXiS0i%lzwl8muN{;Xi< zQDgl4QY4+a(ik6gu1X5`7~zuQ&4HM5BN#7L+i_Oj2rnY0%>rW$(a0})th(O-1$T`< zD!J=JIA!au0Bt?A9$v4xxlk7!l{CdYn{^>suTyXJT?efKN&&N{bucL#E4tQI2iKQc znW)I=AkzN_*<)B6J3I0u<vwcTQyKYXZJjp8SXbnxuWLig{m8$y3EDW;6QpghM;oCJ z-Sb>rwefDT!nns$ZCviC&d8-}LrQ(~C5ItCjJ9a$=so14Pvz&O2i|-X7g~Jnk>?}# z?v!N00zS%j%nSt(Zn+xqe4X7MEnM%HHOki}I^&l%M{GzF>RVGEd7RV4`ng8+c`};d z{@|&N-OzxD#(DE8R}D<X<-cbNX<$zq<;>Itbqp?vzVB<Pjw5GxFTL5NhR#<HQ)UmV zfz*DNbW21H;o(cllCG%Y;g%edqNFN3RJxY0E>Xc`<8rIZek!=>Il9_ujtcg%>;p$q zl=1D{+=N=DGUf;GR63rl1fGNRLN!MvJem`cnN_KXm%3B!0WOL#ANpGuz*59R=Kbqg zg9=Dh$~h7duYh0=?b+Q53Q#OO$G(;>j{^lCbxusmAyuv8t->WaShTrrTWKK&IiHe{ z)g!W)v`sU&+%F3w@xBktd9sLTqNrZIB!k(DGN04e%D~NHQSaMQX@s_Hmr`3UjULt} z+V#IuP`bC?T;iw{#@}QF)|pG8Cfz1t;eaGwdj?7V2$Mu|8tqS0nIw3fM?#$PB=Ir& z^|gw1k}x*7)ku3Rff$SNvk^HG@Y5;r>|ZMZmq)Lp6X!@^<tD1tQDJe2M%p{47l>i~ zyt;^{lcKN|Tb}ytvIy#R#+<vfL}0RNefFiV!suBa?8}K0MoEFFU7)8hOb*tkta24b zFW*zJ)=U@&42~7eYa%)m7HjWb$iwADR+n!+;er0_2z4Xjm#oWf6Fvbv%-tYFOC-9J zWBUpn3?2qVzA<YXx#-Gl-?%%3i#Z3HF5UP)b=`S1l<(vJ@r1I>zFM;HJ7eGSDkP+A zEs{{EENLMWp^{J$sgy*rx6#I1g+xVUixOpPQQAZb<#+ej_m9u{{dJvd?)#6KbLPxr zo-@~V-*#LWd_V9r?k@+vA570Lc+J7t=y<w&1qX@s^(l)>IcOQ$>U=DkgUexuJ*<N` z2qQmiT)BgTV*Q=v%eHe+VJsG3Xv0CQ=)O#S6%JfeZNJC=W@ANNqjBF;HVT^?cI~KO z!z@@?s+{PUn8tKjH4iqn`Tuv?aT6P|wHx+Vny}$CcKA^BIN^j1oqt0&3#o#-KijUb zuycE+`0XMVz8<~*=WrGahtB<2Rl1%9@y`Ql_LeLdztf}KqO-8Y)3u&6#6;tNNp7B( znc&!lZri_waAmOhkg5|CC*2!=cj+;af68`O0F4QL<+L#B1OwkHFD1Y2X28}|$g%7Z z14`LN7vgR+@IvJ7GsjB|_@@;tC#5maLrJ{T8^eJ4Y%HI<8v{8#Th5<hGceE3_6v{j zq^omHVqX^>HC8?PmmkofS!3e9yOa(_>8B5dr|9_XzH}++Fdf1cD#u47=?I8VIq)u= zj+u!Ke&;+0Z*B>QN)o-Ib}ZZKha?>~9?8Wc3_9ZS>ZMN*-mIC9a<}ZFVWr;R_Ledl zRwoB8<Ob59tRHSa=SjnPpV0T8Txnp64w-Zk&a83WN~*D>AwNZT_R(S*k^={;^R;Q1 z?|<HW8__398N(|q=hINHnElQ2BNeA3!-h3_sn}}ZCNfw}g}M0Iti|0_T;F(deOCz; z;?ag1JtC<1npu6u*q;im7Zx>Ri>Wwse!WJ%G!>Jxm82s=R2XX3r>y=(!GjgElrIew z{8;8XS5-#AC6To<TN5aF=~xxw5kbM1ljUk}9VkfAiESuWrC@<ywlwb>8BYzYc7J_N zM#seh-O^iR%-<cc=3qV<nGrJe_Az9zEBx$jcal+X?#RJk>&US76Lb8ql#FrmAiGSL z3?cp6>Rlu<HdMrhto%vBj;_<Y)rLsWeEdOxulfIaCHRHOokC#?{JESLv82KrLlSRN zgpQg+{)EN(!4h+L(e|I<gqdS5m^Hkn+YG(6-=%iCnBl;MgPsRInBt*kTAW3RDULJe z?OJ!z1ooEVX03K6@GD&?d1{vEkS5jc71xci(xO(}jbjY2b+oa_2qWwW+0P&UnsCL= z$4TabAp}nC(za1I#I1YdQ+x6Zuw~z(PoFpjc;wYzU4Ks>W{c&FDueVPn0aD(v7A2c z`MF*b8ROx*^b6bFl{}2+47?pU%)_A9w>Ju#c-SXMr983bA<L*PmnXpkL)oX|=$Iao zo0pfxwCce>Aj&8?R}aP~Mm~2X>S4?CNF^T8DRZUk&M#l82j$D%2kuMgVZyrj_|B)g z(Du1rDv+j&&W8)PC79?U`|gt0mA`cU-CxW%JXi;h{*=i{$>_k*=+2;Kn>K`BK1}Wm z(S|BbbxQ+V8#-e%`(E{HL4M%Y`L9Q{u)%s{z9CBsedo$-4vlD{h}PI2yGIjq0cOG5 z#5J+k?yFd3t_G}TXF8NOXyBQ{{q2Xi8nCHeYZ#iNjt;RzQTui3*w9-WGkHf1dR`Z} zG2UtzIuYz@KB0>1f%^FgJ5|B3Jd)~Qu8Nf-6_!`-s-V;4q?YDJ6?`e<yG!|{jM))u zhx|BY=;YciILKATrN-}?b|p&C)Q*qfmsY~Pua9ois})gjX8o|bvLc4g38+s#Q$T6d zCeflW1+36W>8YQRM`N;l-{cK>cwKU>k=QPeSZUQfb5VH+f7Vt#+#-kiZN{ec#&XbK z#MOTER2J4nNptk0vbbfyDV)-m#a+7OZaZyR2ye`ZfAm`h%&dijYr|y_vhl;Jxd~~U z`};iBZ?iPC$~UcI4@wcw&*W6Aj}!zR3$Hjev<MgPoVetrya>T(BWi!0lLR#<(=>=* z5(7DrLp&P^Y|3a4?7b}xk%7wYoj&4_w0pg7o02%n7w=s~ri#P;W_(Zl7co4|v3uOo zAcjbhYYW@z#gJ3!yLH@E4E4_=wf(fkAeryuF6u3Y!j5d(E0!2``k1BfyT`>Ulb*OQ zM8AwUs@l?hxVZWzoqBu;7b|MD{_3i6q1dax^&OiFuji_@mZKb;&Kz^zdWVDXI8hDz z5)L#rK6#oJ%Ykb56?>Zy4mO>fd2JF%xO1a(z=D{MMg%(Db>Kjc8|6Ti;y`BgM90CO zY^eNN>9lW(=n?UuB?UEX9MyAYd^*O)p1&IU<&i|6T$el3V$OzOk<V138XE>f^KZ6J zvEZnc`xnnx2rF(1t}JE2`{n(C)hR6e7bPDxe+LUzzx~tKE@5H0pwFeRGA!H|&Usu; zV!{4UzPI2jCa$bwIhWmM!v4kOYev~jY;Z}F;y=nne3JUJL_a1vIK6aLJ0_~`m|c0R z!i1W}KxhO%6FiIQWc7~>h#Y+}-qp&$0%P~s{S|~OYGG~0Sq!{6C%I^Z@MTBOo;7}} z8Q88C9;^ZeWPaXVTPaD*3$x!OE@a>*UsQtBARVjUZNB@ZgO2$R7LbM>(IK&^?B<qS zI{ua~sFXTL#{=c{yaF#e__s)ZI<%6GA2*A~ml)BZ`-&8~K$?z^P_--jLxWk%`2=&q zm9|)3kjQ-+nk7Gy3(nCH^}dZ65J!XP)uqXfM8~vrIS(5L(BQY=dO;uIOR7~%*aH(9 zAhcu8No5+A=6Bq2Akm<`vDGeu=$P>~QlKp1$-bh7kjFQuC}_U>UtB5`oPLpvg<ezy zMtc^O8&R=asJzaaa3fi+`t!Vx6l}dM&u)4`fu;G{g_rJ7Fz_F1S~{MBi7Ssh`!`Tf zQCqe=K$8OI>7BFc6bedb7f;U{Cu6!-*I?lnqF3fzt^LZ$u;A0l*GVPAXzQ!&kpMDO zf0!5i3?^f!@O0Qs8!|#iSM2i^BjebHcb{IqB4LUCF73!GBrwtfjbsx@s9D#tP$Zm$ z@AIb~tji$b`nJ7t7BM7bh*w6oxs%{PdfMG*`@jFYoKI4^!7pHesY*>0kSwsO*;SQ0 zVh#z>_j&IU%~9bi7H_oF9NiCOs*gW6LsewlMwbXP3<P?;c_wd$px<eS)r8DoKbGS9 zd(ad#iHqy+SeasD`Ca>z6ce2Gi1@Mdw=s%`BaTxFjggu=8<U}949B0WhMX5h@NzZE z{HSV#^3}SU)=`GoP<oC3D$NkSzUAgInFc6c7xSp`lRo}VgqRCe=!09kt^P6LOHSYQ z)?dr?A+sh#=p9oZxs&>tP8~d~cKMX^`vMP%F7Ja^hw)H4mcM21Vjk)(FS~za^YHj= ztytJgJ)FtOi~4>~4~!4S;U6>gAm{L9Ks!JWeEJD5Ryyl}dc@=UC|eH)Y{%VtJ9SYy z;2(bFs4nPY5h3Eiy12b%z-ooME_7w5j;)!}f!?N$&sPrWV6^;+{x>Tf<dcf#-=EdS zUAa%kF5cBf)?ZDH32$xuH5RirpQnwKmQBp=$65#!)K3b~)WUwoE$_OUnlLFpe&<7s zCVn2f{X&B9CFW!0U#B_^2=7v=TP&x6(EagCCNHRiEf-2n|EmU(ZM%+GM5^K3+pn{? zB-N03KADtoTNUs7eU8}psX})9J=yU|6~xAznd!fxf<URKYrYw&AR(e^F|%J8f*q~j z)AuXm3QOB)zP>UVM}kVNUMpc6rE;TbloFUF4Uv3b716li>z9YoirA)Y)*P`w5vF;F z%_vkrPwB~3b#@A9^l#}nEUEy7vew<?8p4^MOYPE*%Y$b8)AI5%dGr=JuI`hPhr3L+ zo_&TKE?R%~?u?Pc!JlJyXa2~dG2c~1<(4dp1Zh@&?y{J1(ODZVD2s_?_Q8kpG7!Hm zwl}$08qrbj7KiCcLw?ms=5VeQ+{$)83d>%E^Myycp9w6&R%7A1!#0u-_EB9tG$esG z*>kDE$0V?e(rx_jKKH8^^;R}VilaCBDX(^qI8v|WiTDz}Y;I0{`iM^)q5j1|a(!Yj zN^5*&d{GQszFloekz!Dq_7Jht5JQOjhvm#cF1~LtFUzgt;z?px>R=`p&bLdZ4@Yyc zZ=aePAK^;I*p7+iyNTmUKd3*wxai*RlbdS8#oQlV)kkzL3V97*7rp2F`&}|Fp_YTZ z=Zj6n3OV?7)^f5Zg99V?M`eDI9F$9s*a-P@koj?Mp^h2{FJ~*G?kwP7JLT=W%7<*E z>xak0-(o}fLiA1DT%t>iqr8g<Pu`eTeAynthOQuYQ61sRXs@RJUw$?`1780TttFgz z{#PL46blu5y+4>Gu)td;Yo%?<LRJXv@jW&RjVo>BgJ+q*(w6lNO-#5R={bL(l8Kso z3kuW-M{MO=MPD3XA|W%waJ>f;LE+m^y)|W`Y&J$En#07X^0OOkqF0QZEv!DjWMJmN zK1O;q1Fi=IzlvlKF8p?J?T%w$X~31sx55}$)$r|*y)y%Mii3|SEM=f~57YmR1_N7v zmuD9c-I7>C(lRHy<wjJ|!5=+zd@xdpOe&`%c`Rv#S~?w3x0@X~M6Vn-UL=s`Lx<>x znA9l35p8)5-XiUP>yyu_53`AW*(^CxGDpM99PM_M4jLxi4OPefqv6E!H5&gF(4e!& zX)fzD4Na#>M_2EsVdDJvKBZt9a>nOHFuZ8kK`T-Ev6_Ym?dZstb~G#>l;nS4M#HPt z^N$NO2xq2(ek4fHa40y-$z70!hrP=4*S@17=eEZlp)SG^ANM!6u2B(eyB;S}s8C%x zxoZv4DJPB?OV%%?Vmh{y^LrT;WY3w>Oj#;?TAyrU63$4LZF&ElaONwoAt>d-zx|W~ zhH6n19C}h!(?oR1$m{2Fg=Q2)BwmcaWI%xl`@rP`@)X?4etp|bgy@?BMXA4U$f#<g zPv+hrLuRhb1P94jR?*qq;Z8<l&IO$-CS>d%tzNy3=#ek7D{G8rNeJ5KeBj@@uf5#x zxsn?s<n256%Po@xj!U|hMidDWnsz-t!T;-ul$7dkH4zI`i~IOfEiE9LtGbJCg$2gm zoR2VHX@TV>3et3A3)F715*iS+faV3;k4vta!_anxy@{tewuV{e(Ywsh*EKZIOL%iV zuUz<3k}2M|G`0VdGeypY(#W@uO(5HuCT$yRg5D!5xi@BvQDm?@f5j1FbcZ{2HQ5-0 zH}Gf0@@69(y4J*9=4=Foah<ifNrs4(t-dF%V~E#9p;K`#24LpOPR-LcK-)~)oApil za8Z2HCFrG(g)t9brIGdVI-?<X?I;heJ~nICKHx#wuGY|~kO!%gk1t$L;-Mp{L5J<j z!)(pDc6$vTI`^dqx6kT9__Wos-R*kV^dUPlnQ+Fxul#-aMm;oDS8Chp=)rNJa7xG< zU69vhnwFI6Vt(~Ih4tHX!7NyJa>7;@j~Asbl^xN6Rl{WEmjoT0`J*CCH`l>@YO%IQ zrZ&DfxY&{HwGoq;G`gZq3*&wFJs$XI;he80nf*}{XAANT4dXQ7RK{D9F0YB-#$ltY zdNgo!r;}|~m<HCxsXH$-*8tzml4z|mb!cBuEca7ahuTzA^NJxg6lDue2=7&cMPX=P zq=6dZHToaRl&T`pseG6xpo(vO?i+M^RB%E>Qm83b1<Bl?_`qsqc<p;|w82;z0)HAh z%iEP;xyI+?*Jvf&H;J!XXRm~tUf;WFW)#8IkDHfrR1wB`)~3CZiU{2s-M{s`0v1Yc z82aX_fOy|Q%_Xz);Aa-^uV|Eqb-s_{)>ZPTTwR>*FfE58Y`f;SC*_b;GyLco<j^jY zoL9mphcKT;YpdI`5Xkc=oiUMxX2x@;z1L+h{Py<qV8}pOUU8@GV`=z^oxD*mC=F-c z>0{(TDU=4>Sh)B3BBYx$4E)|nBK0v#BsNMCS>9)>(pn^tEwp>9d!hsmCmq?a+D-ye zEgYW5b8&RUo$CByBaRKO-VN*I#UXe2@=U{hG02qOtB$P@1L?#I&ww&9G(_Bgr;#g$ znf3Q>m~0V4Qti9-jgG|pk*BY?ycj%IPr8_oaY16IIyjbdQLc5s(K3*Wo0RIQY+EjL zKA#(sRpP>^Ve7~Lgt-X6toZr%Qx1mn-bGqo;o#oJb@`-R4(63-o$VqVVfhTF@`4Co z+%{b{-_8Mj`+SokTMqm}G#=}za8Sq6*jd8QLB*0|dm@NFIXM*BH{QvHx4zRdw<0!* z(v-QKN7zX8IU`)Km*|th>hT3D*{GyfQJz?`VgB)(nWGdN$A`-tmUG$I#Z2sJC%UCs zmya=5%|ehSUGdpf7M!mo?Myn$!nBBTP>&xAhP&@P*U@Jot@p)^ehC&RTbSh*V@&kd zZM}P|mWlen%g<HLGLi1CQo@(Q#0Q?Db)*l`Cv)d#rwC_uym}z{M3RZ;Up|<+{bnFy zDD<2Q;f;8wwi|VTft<CE&!tx}VDa&)FYOouVu$@Q{;fAYyyt6Km?s0v9%cSeBYH)0 zOsns<7||<P`nm4obi{otb^6#v$D+*+%C)t0RC>~ycNEhxdRSFa=@=bJ*PTwk-a*HX zaPpI^HFT_sE1I!4r4!#D{_G^l(cwlfm7U@c9aD42y>31o9Ko>kq;E7Ro;EJAZKvT4 zqiOQv4I1J36VBje8ZL~FE3{ptq0yQ3zA%*rZ=sQ}gG9%?G#OoQx|xQd9Jj;5&NNhw zO?~eH4dMPPt1HxL*b=&Z)gBHF)bQ4W@kGCr*qekp4p1@hD=FuCJ{3U*7iHrQQqkt{ zt*P3AitrPX6{hp45ScDs(bq$PKu!O}^cxh^_1q5($)e!o{u6wY0TgJ~YREOXQs5lD zRPVSp1@GrA&t6O-9{=nU$oNY}(pB>%egE!b?>2EJ`3@O!dpw3bE|8&evu61+!jqF1 z3iD(_$na<BAImf%!*lb2p&+7L&Z&iPZ2yuVuQ~j4H-$KEI$^h;7{AF}-m_bXjOeej zlkp5P*vD;L9De=(*N2e@%eLrsnWKo~9eA8&fzIyF;q!=5&pN}qoo9isTSSg6CA=vo z`5Y7aZ4Q&O&IelB%wc8yYtJq+;fudum&HLdJU-MDscL76G0Tzpqmd>!Rh4o7sh|m7 z7mh!9L3B#Von{He&Bo}RT@y1=Z$y0VzJLA8!3fS4<Nd#b46&r6OxT}l2<0Op*%2)U z$a>+ryWQRZPx7XGTLld8sjX}&sYD+wR}JK!uh7RaioHsMqCPk!OP)WO<iVbAuR=*3 z55gMVH4jhn5F>G=)n^Y6$60NzdK-B#vCY^tW6s03_b2$b6ONFsS502;(nDc7bMx~H zdU%(sch(_D53VGQmD2`#c$Q^)kH@EnftJ0kMMJtc8|EGSE}!ru>422Nc3p6s+i&Yy z>f)kXvd%RbT@>7WeKBuX2Zb-IPSG~#U`D^$C9y{v>z~&D@pRCJ!SRYvw>~Yrn^zY9 zYNr-F+;RdcG_-JSr2ApmpeDMPHtTO%rwLZX!r2;zCR{cy;jFo*f%D|1h5TzYP{%ni zUD2tIW7)q~$a|?n!Yen|uu~1+wx~Eiu~WnHO9nm1m}+R)5i?)toGQ+q8ftjtpo*{C zIz8$HRT0Eg^sHE|f&<s~-PV{?#%%wmCF9b{h}#;bZK$CH)1jaB>sl4jwV=fFp{^pn zYuFpjzpnuEn#26zI~7ooQhTYDPXRYoTTVw4JtD1kC~9A-JOa#4%BQNy<K)~)cmHfT znD1pVy%Xf%cQEh<d7&KfdbW^S8f9_j<DF5JU|Ez|sLLg=WFexlr(`Nx1}|zmd?p-a zFdkSDclxO`_RIwS>ewcY3|DH|+BZ_j*IM^L_SPa)NgWV>AG!!hS7w`xx+U?kvFYsJ z)slFzSSIpao&=;7QdhafNq}nlmOZE`fx)A4bN}|QB)sx@yE#i7k$x%4PHV-HSx{H) zEhmnJbt?x?{}97;^`F{1`^7-LlCL%CDu(>w2K}8ATv#5TQuuFy7{Ur#UZ}t4LU8tq zS!xUyr<Zzf8D7l=qiTAUg%%f_w92~mlN`KtTT{*dh65YU!o%4O9Q3Ol$+f)7fm`mG z>4PyGoa9g&>_Ry>ax97(Y{<ctsZlL=9S$Z+B}VuqIT%y-Z%>(KLzJ56|D%JAs23^^ z{`H9br5`MZ0ye(S>7;&0VM8gVzN|2c4Ws;{Ra)x_Uw$lUzEAW>z5JH_4iaqq+Oovv z<tz)X)9(kO2U)lja_RlYN*3tdn}4e}v2b){%&XD@7W}u_O)JH*;JeRWVzCtqi<Cu= z_DZvm$P9Afj4)yGb#Jv&E)!?7xNj%Zn5ZsoH+gxOiGmsZNYUj?B+^A{D%6>9kw{nc zqB1e9;TB&%NVrkp`_sRUftJxGXTbsn&bYj^s@=~(v%96hdS3?KYzbl8uVuik$#>y| zIRlm*o#E|7mxQc1ByviEfz~6OmuvYLn01=JU6tsQ72MYJ_I5h5CA!Wg|3}Bf7ctG4 z8*~V~tLoi!iH;0K)!dg+bUfVctaiwQj!UQK(X1BJk)WWJ_D7M9I^PVfel8s)Jl>NU zQ95#-;e7fu4R85_TO9^yh>J}<E745D)z1g_cVDAn7lhYcxIn|jO+w>QNi^(NebBBI zN<-4#?)a&-G|cy$NNcj8f%277dc}|if%Mit2?{jSdmjy7EJTBCcD|&>JmS3l*Q>a% zsgVD&v%TO36$-{q=IZfO3@+G_b#FNpbqQOi-KD9h>`>&q8l}K2jANePLO}ra&02?i z3Z6Ok4(Mc3a3#KJR5X@?{IbTj7lbDQ=I^aG5<PN+Wsvi8hK$WGa<or&l2NUw<Ff1u z8NF(J*1r#s5feDGxNJQceB&Qxwpx(k@P~SuMtERnB(7ERhJ^B6+op5dNl4U7^o_40 z!Qj?(<*F=VOgy;z<1P|>+y6|JEhFJT_PsTm)Jd>ynQ9~d6-9yO`7-jDDENPRqz%6m zMQntCSlf;N-4~fXtJ`18Z-LQY&uzyAEZ`9SY}R*y1w7*nC$)tw5ciH|K#n7v(b;`m z`kFbm7eBld`Nj;RUCjp3@n(pBd2vLg&lJNatL#)`Ou=uZ_r-dtDQ+Cfwxo=hpy<<% zD*?qOIPB1~CwYwt?v05!sl70U_r|jL)*Z(1fB4BTWRDTj&941ut1-mZ?YEzf@EhWr zqisXP9RqwVYzx$0Zve5@Q0urkeK@v+c>Ct)BY}UOp6_OTOmDd993Z2QF3A+diMKp# z!SQImhdg){_U!sq%)_D9mhyx{Jd`&IjDGjzK~b74?WoJcftzWXBlCGscaR+5-PMD{ z-n+}sCg|a~RieyxD?RYf^<?GC>cMEC!~10)bW!ZuW|h~V3$=_psbd#(QTit7EoXx+ zwo`pmcd>OLYp1G_eM1NNFLRv=m+L@RNyAO#g*GsI{pZ1R+W5VB_qER&+PJccG`8`g z7HXHx$PYScLAYHwl&?h-FV%iTdLGfl5Yt~`ot`F)L^MSv>ou@GvqK_dmj=qh*w)&z z8qgb-srp&1j+O(*b-LE8!@BSIPai&YynUu*zR*?;TGF$>gbu3W&^bTyMnhG&G|z<V z+){zRr~aLU6)Gsql1Q#9Rz{Pl+E)*8Wr)%y1$85p;3T<HJiuHD2IKY2y;F*CpVMqN z&r^iW?sJoxrixICc&?T!q=;wvOYYuCR=`?b_0=ph1uS)MPbWQ-$AYS$xX^v_7}49d z_n4SGwpesarZ&l8@4);I+dbs)HvNlWFyYLa%g<JZR>{J2W8S5>AX&_f25D~Al|}l> zkfIISWMCf4RT`C&!Q#$@A2Fw;VNDlVd8ASbYkDR0SDQ)U@Z7sa{C5_CZDTSi=dcKr z*xf(;N+r>BFwjv#MH276EdTaZMiORbrB1zt66mMyXl(o}j`upZ=aUn~F=JjVA?GZP zy-UPv+zDSg^>REl`^1p3zAD2nM+}^8Rv8P|iV^RVUze*1S8hBD5*_X2V%*{8=z?r6 zisPwT2V=Pyo@wr@aO7g`>m<ME#ayHf9TqDlx<vZbrnZ|c99($byG!6T2ar<?eB4I( z(REGN@G=MK`tOfVW^*v=zir~*{*{eQ4^uBK<KVj0!$o}J9DI!FlUnwXjeZw5_O%CW z{NeU{ZMe*ae^=t&{v<Z&6|0oi`mu3OKV<VAQ=&r-<pt=m*(jf`4BbD%LYdO{aj{24 zcSI`(Jh?_VVM{$*NH~%pCHOR+=#c%D&c^mBEZkMz#yq`-g;*`Iy{o{&i(~Gw4Pq>u z*nA>#*(4LTm%ho(zF|W2H{aC<kC|Ao^z|O03?}YZP$e^VFp-&hCR@shiJhWtp9@u) z_<4qIYA3=(?9S+IzrPT!EQxwj{epp#2QgCz?=j%IKu6J<aK=SY{?l**1N%vp=Tf#Z zu-os`n5_!~1EC(9Q;8lic^~yd|0f+D$`=K`_t8Nb^L(6IO~-;Ca9CMDxUy<>+DJSd zPdTUiyxr+&;Ggx=Swe?U?vpVAT{_k(_<#J5O~=W@4b9ntbQG0d6ma-J!++Nqq3XRf zq{+*y{?<Ul&TC`adMjy&@8EV`E}~)ek(eKwQ;73EWYil*(D0<t>nwdMjqtBx>8uA0 zd%`cK7cZuvjTT@WtwBTo=M7H+Bx#uLPY*W`r6EHvWR5aMg_B=JW&S-X;#-*I|E`m- zJg>t=CFb9C^7)1OH&Sucx!lHt@We#BTmII23eHX3a^7^0g4s45iSNl2eCdq*d%=f- z4`+hE7@1J;$|G~%43&be70v#|pUH4+Sog;32^q_~*6o+cBg4t@(?b_mGRTATcFih~ z(WCr{J|;-?$cD$GM}|pAm>SbEBis<oOVxauOakY=nC4j@5@OGMm=PnqAf52O$CMz! zuIxe|S&Rg)Yy0wr86?crf1dosPeRk*l`{|Ci$YaasiALJ6gEQ-wVx557;-+DHa{1| z+E=+>>xgk?-u8C0p8xaZ{{iuC0|pNO007r$0RVWMgnbLRm1UXsyVlwsa{L`L#`qm# zuN<;G4dXcG7%_XX$;=@$@({m6?3Ls15JQM)ghcLbNJ@l+NMwk6AtD|Tkr0V-@6d?M zNJVALn7xRM$jr=)2-f<3p69-w^&a-x{alyV>$mo|zV#j6@44UmIo!`N&bfa+s>L0C zXgu=Je=^Fy!?^vUL;tNf^k2>u+(n~4?%pAvAKE|5vW^iCx0h;J*0+Ckd+E@2&sz_* zmvV>x{@{b{rTU@m;+po-q0RDwwfOwvM|HdR+DCQ&*25oZFC94a{R<!B=PUGkt*e)` zmkQ1m$1i9v9XgNR^S{phZ_u%G@)z}ZT@$a?vG?tXI#!-4>v3HE-|+eJOK{xcC-pqr z&OTqi-?5-wKQGQ1f%Dt+Pr843#BdyE^r<+0+xxKpt3_Pj`9t*c()xE{|5uOI&-+&X zm5y!ej>PZRTX5Xt3OL`_a`=3EZIq0a(FaDA^3GLP{c)5Y_vtrB$?=M7U)R4^$Now` z@1F8=-7fX@=~x`TbCled(ypJ5!tebz#`23gW*2S8_fL8b$DO`S$Brw0gwI!P(eGCV zKc(BfPk&E;w>ql_zcX(W_CIz5w%0#8O72^B-y_(+xCZCH<pDka-nZ|?d7gWZZo7+D z=<!N@-TFJ_JxlfPeZ#(q<6ZuZQSyBIR?fruUjH@x{<fR+clu`Di2aWK3a`6U_iG*g zWgO?gb^85|V`t#=o2KJ9wQKb_ZpSq^zc;7p=uXF2Jp5{W@71aJ`*~OE{x()m!r!}} zn#${(s^`-=YO4SHq3bKn#s0ldUyb{I^fdimcG@)Dw*}Mi9M|x7IaZ&YrpIere+~Y= z^IBYA`3pGyu<5$pwHKp1^^5rX{4ZkvGiKntreW+l{yN;R8Q0<X2Qa$MnfUy~FY&p5 zNk1>|!B}~H7CvA2WxbxRLD%E?UUEIIYdXg2{_Al+PUysSjPJy8XW@CY^>y+-b>a6{ zbm{TRuX6jO8%C8{<o@2k`*s7K(|tGa{sp5;#uh$*xnDA7e(ZTVIF7tm6LB0new&O3 zIoAE(yC&Yi=Z??&PQvHK!|}ZiIqw?By4o3kJsGzh_pft5=l|ZpvHPhm+`kpUeGxl0 zo5z_Q-!J{Vg`>V7!6?@gZp(Fy!sk6joTrXCz9%{VzS#5WdZH8efn(3IL!;PJ84L2> zV?Q199Mulu^NKwG17hcKTpjK2InE2m?Y#e9v|ZyolJ{5Um3+S8ddyen{?wU{8Sy~w z=TzWH?_1dJS@tk+U=8r3e9pRd*qujdmw_+k-QUsAs~7&4Zug$Qsa@ye?T;%C^bB38 zpI3%_8^>KfM{(!SJOfVbnu+f{4SaE@{)cXt&YFPp8S`m9erf$hic?*CKZ@TkpNr!? zJxYJio%~_l&Q3X7_wT*-Ol*JPH2uBKy(a-Tjy}=jiyU{|VBp_P$Ln#c7aXVi_w7Fh z*LC0>_<Y+Dz^TOr?7y}KyVdqK=g;pjp7mSY?~{Lnc{K7AU3)mw`ycP_bQF~exvY{T zWubB#JDrkK%2MZqu(?#~C^HOWm*SK{7IF()C8@{~a@&Pmrf92NBO4orVYZpwx1Zm? z-{<*0&-eR$p6C5}y<eC2doV$pM@!=&89*oI+acB>xB#4ky)V76cv@qdP`Z3mho;>- zKQDG6HW6eSSt*0WR<euGvw+n5aa%bRFYK{$rX}8>nbXltH{B5M!@Q9;g?l(4;R5fr zaMRd%KBGAV$hvZ0T(Eq2sG_xgT$*>dWw}r8B(R_{#57~2en|@386P+O4j2Y4qWnrQ z!-h)?AHsX@7I~2@8PJpH_Mtl2t~u%cIo!41qn`6-Ryp>$2c1_&A7h7)dCf#~deYw1 zT3osrU-b&pHoZW5x-9rtwa^|MpusARvS>HWb@=UO)d9R!@k=hz?SMkxwl%-DHXn)G zusELZOQ)^y%j3d^g&+r^xp>8{x~?kL`{_L{qo_mjCBIs43mHLXx&T6S(tt3)&#iS{ z*Xt*mJ_O%-uI@%9y@~6agICcgmrZ{s)NuYFl#Zv~223GdoKjsdwT>EbCkbPe*gG}~ z*X8D!xXds@DTXvwfBWy^Hz?DC_Y<y;+=nr^k(1VeICh#*>R$BLW(%osHywodb-I~t zzasAA%x4O=`rfMC3KMCZU&&rDe-h%qa?>~`_Y~*@VG!3?w@lhZ;)-_|nU)#-G`|x! zc)M<JXuxNo%?4lJ%c@NsaWUt(m2EV+YeQe<sP`^)WYS%-F|$if>fm{dAGQ}T8ckH; zbM<!s;kKWI^`kFGQmY{K`tQ6#q%qou^ClV+=j34aMyG`aZ3+{jK8jDW`zQeDqMi5# zO+hS&4K!RQJ+^X_=C@_=^?g{u7yUJc1huCdDN<DMqY#(McaAs^bz?Yqj9)~b;ZZym z3m6^~!16V|iKN40iOYis?UZSYxVRc17;(mp#mEkKig9g{8R*!Fk%~aW6#919hN>qF ztno-i{Fr=naqk@GDGy2bn~{_$UbL!Zf;$mO#QlQRgr!@fe=3#x2H_MZ(q_mQhFJTM zJdPL^N(#aw20nQc7mqBn#j7-$&VxPmgLz!CIeF~}ot?>Uj@vq~hw8Z}MyVQWOJS4J z>dZRiJ6E+0);uj}NMt$osmVA2AkC)7VnVj_bWvO6ZD)MNZp1XDh3vv^s1qmEg3yI2 zHXHlvj-y9g$-~vyF4>hkfaqVkcfuyQRjo?&;l+0n`>|A!VI$+K6Pt6s1<$gBO~k18 zV)Mx!q)Sxrf=f?&mIDGDw;FP=wAJ^6{wnaVlnLvV(>i$RE;CY@ug3JqkymTYH_u%R zfCba_N-++mZ<La{Vb1`(>#z?`eu8~wHT<`^c;7Ctsi!}l1z6lpzs&=~b)`%RV7}qL zO`5~{NE5=O8@2Af)0V|8ZTCXEV7Gdb0@D^(wgLlP2*MXvKIPA0`&EL=f0}P!G@=NO zalF5BA?*>S#2mMJ7h)JoY=WUWb1q~iT(Sb^icQ(;aJMRx%qx_}5Id^LBKtDuF~^5M zbXD`@X^Uxlq!oaQfYU;qKpc2(>I^=Cx|c{484alE;3~dk_KP5N6nuN_fG`ITL02|h zK$IsfKJt??8}u4#XRg%o-?f2B${mA&dagKDII=l*A_1+HY1e`W8uQ;$Nay5FG|+3^ zMq_P$W1cfT-<KedJ~>UphO70o!LCz$V})|Go|r)cYFvxq)vxJ%%=O>Y@DvGpBy$5~ z1~qlVl$RS{+h%KeSFn-LrST{y<{J(ysy=G6_-`GBXq_w)S!Pq^i#q{sVK!<iL>NI^ z(lSUDI%xxKMN`aV7pWpk#a04OG3DPw3U7g&HMnDi8NuG+Dd(;aOSGTR#=2m?L6$_u z`X&g*(i-ywGZuaTLftNYo%3RP<0an^ZG>->#&?>&2KI(r{U2XAvPiIP*db^&(2dfR z@<M2>jtZ$K7QS%`CizrA`a6=QCq-;hdG!C&t5&e)8iZTLDKjzcLyr7|qUwqVyh~2n z@^6{Ydwepe(@;$<rJb9<F$Z&Cy^w`A?4?N$MRg|RaDJb1WGPLeSRHvY<}iEC%Tm}m zf}pyEIk$c>mt)hQKdY0&v&J521lZ8lx$Xsd@T?Zgl4kRr*~yZZ6sfZUY>Fs*JeDqp zebAH+9~1Kn%nn5zb@hLS**qYeX=2SKP0+u9wC}&m9?4t#AbI70^8(x)y!Uqg*ySnV zVa|zTf_VN$b=>g*d83y*1o2JwcNC$MxFlUe{rl<2gv%vW1xmA12;}-7gW`koM`3La zJOq>uB0}y2ysK&6%eo1Ab4vSEKDyWR_o!FLmhjGu@(k<|$5n)(*KvyLV;&=C+dZx< z_%sK&JQY4MTZ(@O==rYA<-T5i0=m{3^u9YRZ_FtovO{A)eHDhBdStW`xhNYv2)6!O zw282|K?Tb#^IZkoaDF#Y?r5qVLdejcty)eVCqT%ns8{n<x{Kjmsat@?%O^M;U=An~ zv{?zj*~_~h%Fu%wTPUNrwX}k<^d5S>#&Gea@_?F*o*bWlaB1R>uhrECfr&H>Yl|z2 z+bH{S5V5lnXQjO#H{rVkR&OK1$VGw?+m#L29jBK<zz^HH<e4h#d1qBfM>li~bO%sb zuDnSGpQJ&Wzj;9w>j+7jW<TCpvInE$o>R<x>5~4t=ftbWrY7&{j|)bn+{Aqgd+8y+ z%4DLF1mb?+I9ah_5u$=c2LV|b(wWyq(<DV2EPMvjniw!&2CC<WE0E1-d|Z9^fI2_O z3%ZVau`I}!`hs5aMLK@4s`S+s7+60E*TZvTy#|aO93HG7!_Ezk-qlt-Zij6Lucc;} z!WdB=i_hZ@tMN_()}+y~g}vh01B<!lt&nPyk*Jbg@b9RH4VN6%upo-j4%}wgRjoL@ zbs>wk6!bvpA84|;lczTP0^0=ty;kQgV07T!b@(n#$v4uDj1q&jNyXwgD7_72ev12? zeGL0HEPX6C=R4vFo3={nsQ%UYr%37ouAdJSH6Ooz=9g7NCY1A7#J>acNC+9RS1;h{ z4`AyXj63dKQ7C6N<?kRp0<1?{iE1XDb_QBx=5$8PVIp*e7LR&|3bIH>v}1v9dU1K8 zyy6Ji_gHK{2#-j%K}iNbk@l7LDyzbf+QYRK>`vaw&OjLd^*>{F$zYCEP;vsU{88z^ zn4qE>CLL==6wk!ZA`;n}omjl4`paWdodIcNM!Jen;=Z|5MxSVcs2tI_VJFURj(njN z@1PfBjuTkOl<htb=)d8!*o|t_j>5Sz2V`?ZA9%5$e2os=WusF(YAfA<R-j?9$CQ^c z*P2tYM;H0a@v8*u;8(GMk9~j5IK4Uz{)Pn!ZsI=049RtR(vQ(nOW3Qx{@1!l)f(4j z-`bP3b`>bbk+*g6Rm3-Ku-kz0lA=8B4t;KfA^95fK6M)}KBK-%>Z`r8ym&@*-)fqq zwPlsQYcckP(Ir1DK(zk%24eGeNl$~mxO~!lSlS##m~b%D%^&~&-*PBk@X`{+hB<}9 zgXRVXsg+HhzJ7~+gwE9V(AVB7VO4MC%c?%FW_3x9V4susc#;t;$SVynf6>TOm4(U+ z^3Y2E=0t44`4Eof@>^PPc^1Ss2JruMDmQX$R%;5`RW1e%y+4=lbwMsu?OTe@iTxJI zjDi!i{ah71h53X*Wr&-5xR9G`IyuEa6d93G^T3UEbdgwuIntbk0-xDV*H?x3sD>>; zlfgLEOtH~o%642&W*cLPz8b?!_8F{z?WqcDMxI}6WVDgK!7|io_EXL-nalAb3}F%j z-!UOri-FMBFzKDeV0d%ptAy)Bo?7DBa9Nu0N_w6Eo3=Vij$XTHnq+(Y`cm(Xz+&Q< zLOFRQr{O}t178KT9kt$vOrN10h$K>0nMd6qv_-P8fH^K=%#yJOP??VkNgb&3qj`~` z?y$@T%;YbLpR`-rjvd?*K4X13n3(hs0>q}H{Mg^-zf7YZ&^IX$&dI4iWvX@UA#ZhB z;Ck;YW^`7@iT?7^W~x7`OjNfkY_GZhwECRlu4np0W%re9{77A%d8%03SA+WHa3{vV z+lPDrzUw}Xt%b_k?$bO;q=>Ciui#U=7aP0r9Vo9r*qriPTMIXnVGwSNGuA=R<dE%3 zJZU=mP*Ffn{>BIV2u;B+=_o0hr8Qj^Zd}Y4nae&Wex#oIwVDunYv?p~HO-H29AL*} z{vVlb=WXR2>hLu$4+_vnJBOR8T_3RPv+Ele%0_cqk!*u%I-qg8>M7bo$bClE(H#d| ziPo)xZ<Bc;eg*b4UxI%^#P=)<!l%?aQ}qZd3&OMIOX}#rL4EZa8g8>1`yeMklh-Nu zy3mcXXZ&cMJIK5=fz5aZs}vk$u`3#&v^0T^sH+c`hr$(h+&)C=!O}&{*b!79|C;$- zPNr~IWf7UiL<N2)-!qk`Pr0q}>;qpXS1~|#CHk<vP#tpFY4?IKLIK$-Kah$1a|}>} zyxA#vTS_?~OZXrMex+U9$Tev7+sIvVra^s^{QeryGLDJbKlD<QL0P>=^ka{*vQcEa zq<72B_rgjVwvA<ErlOhw<9{4sZ^FO0UCq1{<!&}EFoI45#;E>6d|%u<=8+f_H_GUc zZ9@}8%~e}q(JV;5Xm2{qL*txeYt4>zrvX3hq4WI5Vm?+ch_^iftmi*EAozn_Gz5ry zpwot3AaBJ!lUKX|aX&hY>-0KNE5ZBNHiG&9_!S7@eI_XE-2w^gPzW{@D!B_OqoYVL zE_@?*7Iu$<6WhqJ8m}IjVs8S|*kDJwi=j5jb#5@+SS$FW*fSxcO6mTUJX!5Tsxusm z_a*AMA1yN*>>b<?n26oSm1rxKH#G&r_2aTp#DnhI1=IU{g8O#574>S+m|Y~j`2p>L zxSk=mp)4>yd#)nxgEe{x9GBVVi^g?8TsygO`LH{YodqY~mxf8qIc>l(!8TlBAgw*@ z33y=)ge7P)Zx@7nx~E8EJN4~I3=a@3o}Cj&Tn+|*_KM4BtNjLk73b8YpCk51>JM@s zG{@RD8qf<DZ!f-j$DU9o*|54d*RQHy-pzU;53%12X?(as5PXGyCEgZl06|2<25A0B z^uf8RPCNTf=jaUF)r_|A2>?Uc@m5*>xcvMcoDRI&2khHyq79-EE!f{xyE1FS&_1+6 zp<$t6`Fba-LBxL5wLD@a56IsxGW?3`MpKc@fthM>)K<=sr&jx=K&j=#xIM7)kvuq2 zJJEFCLfc?EwTFjMm8GD-Q@r;Ha0|fAzfFBJIm;h4$TP((jy_|Aa#ZU#|8mmIq-tGU z!!8BIei+rJ&s|@qQFVOGjh`mBXqrkcHFMO}nIp@n5~2>SUNDnTz_z_FyG9cP_P8Fh z{Ts6QBkEP&qCwlplk!dfS?Rb%p2F5N;ge=!Tw3N++VAZmhPQUenR)rwLHmg90U7uq zUh79W<S@HOM(R+fZ`0YDwDe^@qX@Lob%c^7ZzviQ{1gYN)LrK@V3nzq(I)e_SO-~p zg@xWFEOImdjQMHohp{IzT{hWE3q1&o<Rz_Y21~?C;cA^Z@wEpvf4>U!*4Pme#5YZG z2BNkvy6zn=g}URO%^Dbj6#za<Hu{=y)^!>1eS^kc(B{N8ylc~+!&pQDMa>yfDM$@P z!<p>l{KIDdiAP1gOFHJ6+_?i=2BUj?D|#0+Kb37)O%=!I+G}V$F?y|-TQDe84YmR< zvzBxf@$ug?E#N(FGKU_o&Y-6K4*Do|TonzMEbyYF2TG5OJ#3bpq1G1_mJg-K8<%NE zfSx!*!H5aIm2~`;+myHiFQWMA7NazKswx&fq0Tp@kTc{V%AE*|a<j;q(`_dfDzmNj z^G1);NfpJ+^!fK>Zr%*G1kT5zfCZkvFwo#ZB=x)m-G(x~5O_ot#aj8UBlk4i3J?k5 zp2;>5ZGTj;Ufz8_JQ0?x*x9D<ys%$JOT51Z>=K9D^LFHW0;U9!OYStI;3~XT7qBu* z_jpBpf&MGm9-;%_oPZdHwq$}f7W%ettq6N_A4^(;XqU@KKP!$dL~4w>`TXDIo>SZ% z*F7&4|HU=mie0BH*N`5NoFaLRxIGU^UFsWC@%BlCf&Q0acX9ADbJW{_C9=&UC0|{g zKobiM+eTj@G)+>AkN2HI!luMc6?@=a)AetYpf~w<89pb_mS!dC{HxI$R~qCqE4Sx$ zp%O%I!gC|Y9SPM{R)9M}LGn9zd>67OP)AiDIl?{IC5=W++?AYxekf+6(N&uF$-f3Y zx9g;}`B?csaoRM{I0g(#N2yH4A))B<7~!#&+=Vj=w@2)5tkS9_ljcr9$h)J=9gk2y zk-3Z$U9Jll6L}~_d73MzYIpjcdM743zETB{<n$Xq;5I9cz`)i{t~~hNB6tdMX_MLn zjcY|DV*Ysp&yw5E+?ev9r6dd`3jl<$z&DvvUfg0%RR<hlCUfo49cW(iR_+i-;Lgx~ z*jBm5hY~h|vy}D|<zqW~FR*{OE_qay66mU;^?}u7J4x!BAeFiLk1^}qK}S1i%~s_` z!i~VIW>eo0_)mJ~;w>!h?TP}Ox-~qUESd~YSy)GU+NSt?+v^Ab*!)NdOeV_icO+<M zUnhOGZCoFBSCWgVpw14~Im1aVe)#A7Bzi(Z3AzJ?%Mq=uhIi^u<A12a>hjy~b*HFE zF5<S?9*6G6)8+*oGn*YVa5q4nQ*Bfyrk^@Ckyf7L*(vY1Z*`l$Mzd%6)*4Z|2|^ye zhUEiMT{&Fkqw_|xR>vPchQ?<0ANEt9wC=HSFPL~Yuniiz+$~D~uut1H@OeGQyH)v5 zAM^_4p*%b~vPBlx9`Ub#aekRtvH`}-wxl1HIh}l>-BBqmZR$Ss@Z?ps_}$Zix&jJh zp4wmUGzi51T>Po}D^9zFHQ#4$<i0&noOqTeWOcF@8?OZ#_8EZw;w~C<7Z^%#>37cU zd%+sADGwEUPjX1X3cclO^E$xCwW!^f0NX%gSjO*VP$n1;@?*U}4Y?E}@uQXDKV?o_ zam$X5J(KGr3RBOKuORi+|He;$?DSny%U!TMQB_=3?{s|AWi51gJ=*$R(F2+TpfTb{ z!jy3akG&NTU5@)5)dR$>p*PNy_URivZ1}uTb0_ta*Hx|R&4h_nT^RNVR6CI52XX#S z(|V$kdn(8aIRN7-@NV0LxrK*^@J>Ifw_vLnEU<x<A0CLc{Rx-x1M>wPWU?qfkhd_^ zbls3>B0D2FHTH1e%t39iMyQxyiU4~y3lB|chXG-uOPtF?C6qCnUE$x6%hDr)W$;~L zyC545(o@zeT?<mP@s(KOu_bm&`QMgUlCUl}3s%W>$|PN0OwujPCttHp_^@a!SAR`+ zBW-OyI(eC)TyF#m51LdJk=d@b@jaK0yH+9hO~JC+COu@>K%t-M%W(fKV8n!lWL3Cc zIQr^Bzd5NmVghGP=)&f&M=l$SX|rc2r3}2Wlc3t@E3sVTR;ZIv6q|X<J#eI|kU*SP zrjmhQwb^p5izp)?RR`^X4d0Uhh4|^rOiRBsHxN2hhOLRUHcKf#6CGa%R4ZAvSj&7_ z>zX9i&QAX|IPYGkyIzZXiDUPL!*|%PP|ZH-FMpt#jt>|VM{RVUaLYU`oPUako9G3Y zVR{o4!L?1jACE8xqxOgqRj(wX%U0PjkD9Vx6TW}f@YFH&E}g6``o;9s6(+qPNk*xK z;A_ki$=LFKa>Ep_D07#u%zj?~qpRW9U=Vu4(&eUbdo0*@{)S*6X$zgU#_2g|-SYjo z<q!@trPA{h1<U^UkBpTo-Oa8inK<o6<nElh`%rsJI2R|f8j!%el(=J2FDB2npU6Y* z&a{Vv#M$7l3OS^jHKB?dYKt>#-v6E1Aw%DEn-v7m^#_^VN#13&O-R}3CGU2gE;~ga zC9Fcf+58Ey54)FM7`2_D{nhr+5j7`mIWe3H?gdlz#iU7mEx7AsoGXi?!WrPg-J{`B zQb>LwKCnctTSbifZo4#&$!S763vPbH%?vHAK}lkY^}(G<McS>Zim>`mV9JcOqTDft zru~%UaMglqWHQEcnY81ymj(`kOoco1ajV1$_OpR2c!OQ@J3A$k94=mHQC17%ilx^V zbAJ@3H?Wi&xa%w9Q7H(+H%w-)_Asp`;rQtaewbP6<jEavE|@lxMol{DA!jPj^A=)j z+t&2@BJYe&rMSumeiOM|QW<6k?L!1UmLmTcJjr5P(slWJubF*LKs$;X6IYJFd*{T~ z@Jjt-fmz&C4QZ8UkNIoL5n8@Djy`vB!ipp(yVk`VBNCsA^0s?k(brcUZ*8KvR!f6I zC}}Zj&KDok{Vn;gq5I5wSEBMKA+N0U4>k+|cc>ztXakH^k$$xx<_}Ou*QI9gB==CU z{@L(c#XHmbl!VlA^vjgTin>2>uR!b+cU%K712^<hUU$(v2UU_ca0KVX<3`^OUtc=h zwjXJ8{2&3HAr#{6Y`;ph%W{`E%16^U>3@-(<Gy2pjQm>0X(*zouV#C#Mh|tVk_`l| zW4<9%HzGEVpKuNW<iIK;%W)pk3O(g@SH5?MG!^^YOwhf3K#enJyN2z>N!fQ{+vwm7 zp`j!Kovq@onX(~vi)BZ|I_@t=C?}brAe<A*NFC~`(bJHwy=#KabnR)OJ<=Ar*yGw< zye95l132x{kQ_4C+1d*l#1AtXgyCfRMNezAH^(M1h_;>$-qr-H5)anqCmqo*BV3d! z0X^D5+-cYL21?(IjfV1v`G?JMzDq&>R<^}2rG9pjS&J5-!$4WvId<7mt=&`yHdQ02 zE5_;PKtK=F466PzLVmWVrq>w0mFCx(K;^LO8>p~zVC6d}t-3y#hJw+hnVzhI*^JMU zztFHL_LMUjFk}mF`aS}dD}{qAdkeV}SK{N4?U18*KQ^;Mrh#0;Ed4!9c?PxgTJpD- z^d_!!Q6)Qlb--z=So_E_sF64|x8A99{1L71p+ji?{hob{y|m#3ufcs24mSd!1Z`ii zx&Sr$NUtj3HYVVz>Tks4?)hxpS#AMj*u`}@-hcGJcRUL$XB+sUSF(lwr+}y9Ei>mi zhi2kfl5W>bO(X*63T1Ri4z4%k1^BDlIkU&7vYpQE`Rw?fe?Z2+p^N$_ul;=T{1aaf z#k$qDo=w+U)sdS~xo-J~z8|Y`F>I@8qC2Fw`B9^`$A4}<O?@wX`P!YmNSE7j&aXG5 zU)q$qgjq{9y#kS|Z0aJu@m-F>?^;3r38vxyB>3ejvUmEvVI&kI7x@19pHx>L)=bOY zdR(&m+et|eb!^6nR~pXYFR`M$TzRWM;!Ex(sK57)`4$PChxmoQ&j{LeqWqu-^{+Dv zs$4tmHF}tQ)^pyr@)bs5PQ8WW;#u+z2duhFO&_S9P84Gr82;}v1o|PSQ#dZU3bY~# z#E+vb*?#J=*QGsBr))Xm@DRg(pa#$qW0IbjCyJa-Lmra35l2iCs1t`rc`vXZ_G#=e zu=tPwRai7Y@4YQfnqHgAjKSO`bF0ogAT3cTxk?OC#W_<6?*Qy);uCY<3NBu9TR#!7 zpf@Yt5fA80T2`Ixu}Ip&Kk?Z!k4H}2F+V@r*T(NmI_p+Vc%F_T2S{Y2l@Z_3b|^jW zR3d9{T<K}`7fH=c8vJGC(4!^V*G$#nkBpBE$?y0`H5}c#_<TxCAAW6kUDd(S9?yH= zaNqIiU~#p#B?Med2p_Ym=mo!WGV2>`UgvAy8DKwf?~62t%=s(+N7R1aE=A7ec(~@l z$CtJrgc|$<G1`9iPOdF}us<uZRGyQJq|Bh+P`>tRHY_{6ZR=`uq7BSprx1J6l!k#8 z%mLBc;ZLBzbfTftuz&~B^Fx>A$iquW$DD!r?Z{+7Jas4DNBuHJE!zHq>uSi;8O)*a za>RMcZK5M>K%QdKz!PbM(t>^@JnoQNxc_6a3jX^UQ@X6eOBH+bS0{=UCf{v4Ve>&N zk8fe_vrrkjo9~q-^@ROPKTK?h5hV7-9Ks&`0spSZ1*t=$g96M~5zax^)4pGN?du$i z3(jW~zB8m-*#I@M<xx1$Q>C2{LgO#;r#rt##-L~RPK1}FHejTD06f)9Z6sdf{>i0N zKLs*zdQr;Qhu;nMPjFd0IqSO}0Qn>_*Fa6Rl0EHht$ihE!_4@NvDWDmR=2}<4u{}P z#aqV=`6wl%LBP>o1Yy$oGmeek2`AMDZi}%gC@YsxW4_;P2D_r<*F&D$czJ>EMMG<+ zW8(Eg@rHczji8t2g49|#xP_Muc-0`?J~&zAOiHZQ%TgV2)^2>jv%zJ_KMH)RnlCv1 zbe=gumhu-mq=q`0BZXiq2gohSwxO?iaFN3BJ7jTlRsB|4ygs%>wf6rKPQ`>SEQEaZ zIAW($nEZst?7kxPKh1N2C-c4d2lzeQy4yUiAPuO4p?GDDyfw-3iYhxDi0D~CHSPxJ zvY{WRNM)S~l(3*QQ+Uv`@I%tc+&`E@3AzLE@AXSl$VX5NE1kp~|1EGk+HqviAwZ96 zG4}|dC#pkbcfb1>GvJ(|%@-@Zxxnp?8|SY6r@NZ?7ytMnh?lTK6kWom-5kX}rA45= zT<4{r4|82R_5q#VHP2aSAI{1m+^fRn;VwG^i`lo7>k%ynw3SoB*ZjKu4Y^oC3_@ky zBJ9HZc0c7iH*2u<p-vm*VOg}VjecxPv3%8eBsAJ~puUH^kZwWU4lJd9=}D-}&}^N% z2Gf_V;fgv+_<qs{=<1Wp``?z%J(d0CI=5Z)r72NRt~W?|4fdyQTShZ~#Pyt<rkGx- zPt+RD{o$$}b7D<sTZDw^-R#B(h(gF?&*xANge4^KyX4b>sXb^T)W3(n>0cu3rQrtH zYjLau@G?Kb(pGc$BR<hlb+xZQex%i_$y2+7vErPS$el)yn_&j!;ULIL7m9LI?;qSq zD}|}*D+guA24`Mh@+mQF)TZECQ5UYUP6Gxjz!n1eiu_*hfSYnQ*ZNn+7;22fSY6Sh z9k2;^cw(BM<NDAe^|z!MHvsZb?g$_p(-A)gM$PzeOk$V+5qL<O_1PnyAY=A<@K<}0 zt*rHmFL00dAK^3?gQn13;aSQk_Mc;O&jO;bCTjz;l!?MyG)9GvI3N2gQjwa*trCNF zuT+WyxBK3Z$R}7)mh<lN|7O~a05_)%X?fEPN3bN+Y9vwTcH$w+DcqY#uM$Mwp*N7N zu3aw7+2aEz33e%{ohO1QAX3)qsy@H+ZHwFArSy<(Gg<o1jIz5`r!x~SiW5KPSzYBr z((C<-J5-?`sgGiJIS90G|C30rYl|b=9TNX6wreKFsAI46P(9;*H8yD6jJiYAXIt?; ztPe4W(HH8-MWqksDg{TO_P3pq9E`&r-(}vo4?O&_jhv&q2DB-vc00%0cHHfzdCj<2 zdb&K_&Cp~XRo6hP1msQaxw@49v#AY5K7+7K>m34h7sMYDhpd^y4t6OE@w%gD)PdY) z{Z@BiQ$Es0+Jf!IUeQlkDIOQc&V`S}cUhU2RZUpbvMUPdlHHsm$-pn*3piM@dh_Bl z3e3Zt)E6-ubBEw1|6NoV;(JkF96g(WxzEEHGkg_wuZhB(317f9jraiP=Wk<U&f1r} zYiJMt?pz!NAd3>Rg$njsw0|m^o5^L}Ye=6?-C-IVw8H#4C(ENy9N6jRRTS=zpFIvN z)p70*npCz|xmkW}kV2bin&$-qS3!QoO__L&Qi=sOz+S?77sW2^aHcd}K{vB_W|4;( zGahCGvh^`Ue%x#`=sQ<vNl)-Pjq`hiK$pP2xejO!f1xi-3P@L}k?RFt*N)kgA=#gV zmoWx$aQfaA*E!kIL)P|$)Frr8+$|W*P|zeb>Zakw)21I%Q8rHjm&+OODGBx+^+znE z7V8E<Tgwuf##2^SM>`LH1f`nwt#x&ffq1(TJD<WUk>^{=2i^m{?f^T(mZZ77<oW`0 z>g>7U8>)&0uI#DdWoc7R9HrCu9J?W1i0+Lzh=0KE-=*M}h9-pyd7;x<moe^oAMFkv z>a1^#B;HL3@DIX_ij#ly+yvO<n4Bp6E5Bpz<2(`2!ZOht(pYD1&#q=9en}i4E!c4! z8Ip9}LR+sdy+4%O<TJ(md_%)Y!yydg!&G8nt2Be@=Z@U2(=A7yu<VIvG!6l-3-aZy z(d{`Y8{u|1zr*Pge2FGq6^t>g{Ku8mjkUqp475;9*w0wL(i?s6ZWL>t(I0&j#e?wH z(=LW_iVw(d`bnISS<ek9dNknlKSnD;0sqeDm@FqU2!CcVrP1(>&PVA*lJ0&fw<moX zuUMyScxL_~<~#khmBTJ_c-%ud%|arzDfJw4@x^ROJj#0p@RKCtu9{8XY-yDXbRrMq z09>)h0Q(t(%CC!8D0ZL#$N$te#P)4%AK4_9<*MIHgWxghl!UW|ir{`-7(J;$*Ciw< zDW&0TraV}rgwOwndu5{bZ`!GLoQqYjXLv2IF2!O6@}*QW*`5_@b_s)&lt1>w$)pVo z4`@NBV3PVnTb9`MLC^FfL14j=_N%{v7lziVxf~nmxSBj;z7TK7#!nV7vjO{QCux4j z4ScJ72k_i<fRF`mxTmQnZH3Wh=g*A^>Q%-Sy0x0aZd2hO5<2$}#ZMaB<Jg;)EJ^_9 z**0&}4bdp;1?daf9&wgaDMGO_`8Ec7R2}*b_Suebv3n)$&j|!56LKrDlc$z9{w7{o zs?n%Emtiwt^;MDN@BT&-^ucBNLB12->T<l9&_LW4fH^(Im!88pen{CFzEJ_#G@*Ta zU$Z}e9*%9s3l(QS1?<KB^Y5U(f*T9jnBcX?UuqaQ=lelb8|?bk(@SF6n^?RgKEUjW z`nlAbEKBNRTY7Q!+{D(bpyYI}#R>C-rvlR%!;u@Rw#83VDYp#+e+fDU0M5)yhit>e zZ!G4t*AhZYiv{<(?^qb*x7m7W@;UR-GMe`q_5q;EZf@$o@}IB>jO+Ynr1xe1M?M+A zHc0|%+?$h`VlSb*a=lEI+t{NmIgbflaf;0`SL;IwfBcezooJsQbo-_T{a);}uy+a( z^q@ic#ja;CnSsF1T)0Rp3*a2GCmNA_M|WcIn$_y7mkDRxW4Fzsyj`=<({3`2iC|d~ z917OMS@8oiuhWc|Zdya{Ct&CgHZjEtaG1FR(+_EdWT`Si`??$$b}JT`L0qdE$B_G! z5zSmeZqF(IVJ)p;*Ym2u$iOtx?y46}Inm%#0>8m)MHmVN4T+UZYBGQQ*6cOP%{<RH zVq^c)yi0wrVI=@i+r%0CIc0}S9@T#_H5Y$Eeb!e{AEMKV)m?^gq`Qa#?b4(@^LwJo zyka~0fUyo(t$jP+M8U5F)N0aRIkL~Vo#pdiCmuw>9N$PDHC1gAk^clai+ABqqVQIu zDQ`?1#8=$uz{m0S-ZgUF_A^t4mjG<l?auTbK)5hTlH{D~lH|$C)=wC?(V0GVhgNH5 zJZ;1)#@qP7>}R?E>}G5)CZ!X0R64HEz?NS%PQ&F#VLdAA^>F>eu%3aAAcLYIIPWQM zbve0wimSWT+;mY>b5sNScc&+$p6_2-6k4i=y2(e2)5R^fj$(tcukQe3E!p_k-{u6J z0T;=;e&Z#p8mGlQO0!EPXDS9WRM2Cz$Ooe0dHF8*#({|QT-)_4_|eZjhH*^5%kEW~ zw%ZK^9|AVyHf5#<13a|uVP@1`$-z0EEcH#dY|FfjDqt4eEBze_d>66s>41w}bd#P? zd2)I6$P24C{I3reeM_*;cy?<Oc1b!roQ^$o1qK|UXlK=d3eyqeRKRE1Z=9u9+JF2N zke2lo>FC9yvpaFC8tf8`GL@%n5I26~2V~NvI{Kdk=h0TkRhcKq_Y;GMX|mnOpuWsW zg!!e2giO9>T@blj(<0Tyq*o|g1HSl@PrKIYXqFt}#f`o~dBAip#|8HVU25ozTMP0@ z(u56Vt!>E_<yNMH7S2r3rJo{ipK!Z6D8%<dPC`G#n5p&qo}22^d~X_xsEMgnFDX!l zL{~&TTJ-{S-MWfoAk3ZHK0CvHUjW*KX=&PTd$k0}IXDn5`j)tshTDL+7XDZ}Sv=@^ zmHKWxU6kBIcikniI602DFB!MzdskMKrKp3Nj2&m5Ve|Wg{xz=-Lqn<Y{_jh~bYHhK z-D_j2p5sZfi&E^7clC%2QrEJv1BkRzfq;YBvlsBN@X?p<^?wX{EC-kjdR$Q#^`D8i z-N=!-K&qt6&j=kD-;0`UzXY!kJ8R-E14v?*mh_#2K*+%~h>qOPn)cvh3i-|})S5SL z5U%0BzRB|`4~e!!6*SR(C+|oSToyV~D1~pHFr2$}e8XUvJUC0!efQ8p%FP7mZ>*FH zfFFbaTVec;z(6KZO76Uus9=b*53rq9P!szMPkbV<%eQucqc@A&lL`Hq?8BY4hfj?Q zZu7gq1&)DDrcRff$3r^7=Ff2d-osX@PKk{0SCYAhgV9)SU?grmcL5ko0U{qO%s=Qw zE7nb|hn)roKFa|Lm>yj^{9Q{MnZE6M4;e3u^B1?*)mZog^w9_j?vqq-l1<8VEB^rd z`MIYY3&sk*8lW&Og~yj~z9~)uiCKQ}G##OmbN<`LURhc({mQa>SBj!5d*ZG&;JTJ% zNt;wCkAbWnj&zfM%5@nwGFq)5-xT+&+b`8N9J<0Q2TDP7)E)QivKkI3Y|^HQpmkTD zDEeMMbFFVg3NoNyy5bAIkNS`zd{X}nUv>!OflqN!&eb;i#iu)A<iGdzS9ntu4_}Xb zSnKpcO`Fi13G`TuSFQO)te<kwv}q2PzrdDpi%rx?v5#H0*#n!xx5c+ya_Q2o%xs^X zud}uHG=0xp3;pr!<aH2KIw;;u<)MF_lBX4iKa#^-Q{1zbl?6;6kOz0^3vtG<C_|Q} z;2&b;T-%JvXKeAEOO$Br7e2X5eYE3;9<oi~S^TE$l3P0=b;xUjs}gfCXVCQ)<5rhR zp?vAzR@F9ry=PJPS0IRcmASmSI34+^Sejmjh;MuJ8kdfN{)GiPWp>2uEwNJ)ZZ}Uz zuLM@|;iy}6s}n8`5W~yD(!#Q^kH&Mo64Jall02|acPNDud~2F=jDN|0ObiiP=8vU& ziD<<UOBT1&Y>)%x(}^!X$<D4v-2R!TWGZ%yLd0>G*TP>C^QUayjW?<G3~P0!>#y`@ zu9N|pdTiv50iAixUFf?cNM$(;#ms(O+Sy$>qTQs}X5c$K)u#U{F=v)&tP6b%NO38! z`5f>P|B_Xn9T~w+!r=YmneMPFaNvmN9&cF5Mr!oRj*&?F|7gm{U-<JWkD15SMzW1~ zPqwn^V_OupXa)G~|Az1(4|&qIC8W)ySi`blIf+TmBO4JEilTKwVJMhVdb8}+xV<<( zW`S94+nn^DmxS)9>Bggq_kWS03xk{4Ry3`-##Ul;cmfzruKyVx9rKLGiFLcnCE}a9 zW*_QrslQO49aNi)A=|X%i+$iE;dVJ|0RF?9eOf#GXOGwS+gYgN>kvEo;aTb-_>b7@ zrHR{lyAbg1wjb_~ki%*a;*@*%D5XEYK<mYyilAz~E9(C?O8qXlmQk@CZSKeJG4iZ5 z|DpJF0AjDYpq()+l|fecW8XRSFQ}Nd$#Vh=1+)h(QGQp2W|A#ijC+&5Ctx3`I-*t* z7Z>&Te$nmu$x_^tPfg0ii!01&hovn0+Gg7ME1ugV0iUxI&e~RU?*r@B!Eg0g${u%y zUCF-P_D->ijy$94WK=vJOA`Xx3>@zO7@f(y^II2;7!yhySVS))AMg@o#8jc&{U|u{ z{&}Loqx%lWn7*Y7ZIAfpYjDBvXW9igP+aZz+}n^l&17{bx|DC|4VlQ@MSTnZnq4Ib zQ50w&c*P{ww4<7)YzfeN7xpH8lR8w&`ATJCg1AK!*1i7q?u8f|(pA+u&HFh;_XYX~ zdG>2fb-TNCxLmdc-s8O*hA6M+`?>I81;FJ!?OvV5kHj}!(}gb`UOSwjyf5+&HN9rE zcw-?6F<P@yL-^}vyLPjFsQaq>_9$T)HfEnSYu3wtzADxC8himpxOG#rFC`}?H44Js zg!O1_a;?Eu-hYSSr^p;sI)Uevz>cT3aNU?L!^Gf{xR7VOz3d$7p=basG25x%3%!O= zo15kPE57xLNbFfqu3E*)DZOmxU6YM1+cClG_Q%ItF#?uao@jq%HZ|A4>B@w&-$))z z!=_+Lw*G!5f1+W5N;Xkb4?*antH;>OM*z5Q38z>i*J?%v22ZIk8KcfmiLr<A75S1! zTL}|^rGS?UzGCbL_vM)%WS}_zvvdgO$DfaxILtVv3jS$bt*!6@+>~$V0S<uvBS$P* zer%vZ%f~ZJ;~`sk`D}e9s$VHK6yuM@zWTJ{(i$Xb(<YzCfp>`WYT;26+Jg;F%%Qof z!SJHx`m?A%|CLTQWm9dkpj7p!J8<8~a(v^$5#mszpO$4uYZwcqpq=sWGtbW6_lJ~? ztmIMZQ|x{S>e(ByY|-$XOQ|x<>1ydXv$YbY_Ig==lUe?F49~}(ylHmst;5r)wJ%ls ze^6o-5M<z4&uX|Dx-|JCfjpKx!*+0IH}5E&HSQMQ@Mp?CUuic~m|rhe?!f~^tn<x= z*wTNxAOqB#(DFD;kpwtr(s<3BKgyeqyE(dPLMNlR9W-S#J-7z{hAg}}`zk}M_Kh{i zq+x9r3q^nS)jhE!0C^`%xY<h~S<NvjXD32C><M1w#&zk7385k;-@I7xWj$z0if?0I zfX|WcT8N)TRH8znVe5S-sE|J~FZ+K+u>X>qa}T{W*w3S^#!#DJ+RfbU59(vjv)Yio zD<<kw?7upUofnQTTS412HeB4Fu4};svyd<BfY;o;|2G|*5L(EEbkO^t72QaqC-;1Y zCswnd3)&s}t9)OL>Vp43S+Z%(i>^TSXMV$4v3KlJ|H6u)R$YV!Y^@)3^6Eq%LBSGR z18NuC1@iRS#vAT}M;gj|NzUY%$%l^4Or1*ac2P|&@p9%eYw-`ENVk$#4qmwjn({Bw zMa3<|sfHkFV&^XSo2~FoFj3WWUMT9{SK$K&181g;R%~IK7YW&RRTstR4vvk>uBxsi z`<pwFTkbeK1?PpC9)yrTJCkgjC}+r)e)(@lf15RVp*q6juA=P07N~XSUQFIK_I`<? z`VgP&k8`dYDRWqx1dV!>=wGAt2}<{hvKBWynH4+E<BCNG#i`d=%(9Ua=E%SG3q@PF z@r+|j-7m-=5^<Eev)f=ZVOq{#^_2@kT9MlKX{Y~(%0_ShE#c|2muHLhcaoUf)OJOV z(dHr8q1FC6?wgujIU!SaApzV2(QY+I{xy$gpn`Tz=|=!|*7>&NAL1f*x=*0+J^b_W zNuxXKNcF9Zc-$k5W%Cv*|6^vfBo59VDi#dok&iTH-aY|c@xGk|hCqLM$O30CPoTXU zw#bg@BV`@O=HF{S!6p_S{papC7&^cP%9998YtVx7i8hwH3?1mLO$M52X>ujqfj#HM z&i7-)?BE=_Z}Z9^&ka@zxC&NH=Sauh*wUSHo?u!>2lpLhSExgJrlG?B2?YK;hzfN9 zzpXWN%@TYDUG4v#kE%&<RnI?Ye&VS4#?9b-zpglw1-P8$e&`GTLO97KB$0rRCV)R7 z1^>=I^#NuerTrn&F~v^O7>E>H+?2teFN3l@=GtD3_@&-Qa|iO_<ERUGQCz$5yklj! zjR>E<jmb=EzRC~pPMZA<36)?!fFJf7Zo>s?ya@VEgVWNAMCg4-<m}!4ZPdNJl$~P_ zsQQ(B2xqD60st&VE)RG%2$juS%Hbt#Vpr!bV4k>XOT)7SAF1N-<#4##cdy$B`VK%z zlE$^loxEm5|CcwN2O+o*4t=W~T#YAy9ztYI`IL0y!06h3gJFdlIN&kd1TG~mt@3Ou z-&HT(=-$5#8q)AGZvWJtG}uSj7q2<NGKvKN&RSgO8H|M|nwf2cJ)AvtI5Kux{2J#s zrH;rlKgUvj-mAXO3&r5t_9QX#>WewvdB>LCm6EUV>w_h>-dYs6pwa|-ni9&^1oy0j zmYNmwe$2g!!?UnpTCUm90IeHI!~n##)Qw8j(w{>kx#9;_(_W|>Zf}YC%*L&#FTK~d z0IKd1Z~wR|Dz`C)$PdX*Nw4()Oz4Wvbh+!dn43kZSZVH_6F8t-WXq)`5c9crOQFoH zb;q0f8Mk{p+%^PH@ZRmlfsY<MKLW2Ho*SQE1MEh8)3r(SE|{yI{)<iYo1*`on(*!O z1aM^eJM&MqN(c{T{Z;I-?25$Gx1#j24fmrCiLs|~pSyp-b>tm!?(A@(xk={S2?}Ml zp-XUB>n@Hba+1u)(u(sZ%=pNQ^lPIVddlDN?U*~kX${K7)Ehd2asbbLSlMg`E(51? zj>)@sPCP^&PS(4Il7<dnlXV;w_|5Aetsz$)NIO+m^EV_|(2|w|S)Q|h$9;V`cZUMJ zJQyO$o&{bs_dr)So$RFl1MZNkR*6p*M&{3KjnGyXM@(1y5vx94D7Q4~XZKIUOj_Uj zuiQx>JqX*{=W*Tt7vLhprms6+?C5rO`Q}4W+e$^shw~u;#8+zfy(MU#IMd~|*G>L) zam~_xR8YU})1lAB>1v<4b%12M58CU*m?~n4Ko1;`JsNmKNh%%x>yDM#QUo$pZE;ES zx0IK&OsxC?8Ij()vy$Cfc`^3*u=)tPuA0z+bUFT%_ALsv8)KBNEGHl6=78=bM@-!F z{iF$HbTl3D-zmj^RyCFOonu~{*H;D4GJo$psQlxgel=6KYFs)y^dI)|aCq4Qa-XXs zX~G3($@jW^gvcMszym`@>3??GQPWh{zeo7EuA}5}X0^}saQ^i+^`%%3<fo%VbL7&y zm}fTrC@yFq1p6Pke4TrLcS72ParXhqK?PK`mLd3k>0Td*n<0li6?{8OIodw2{75n3 z^{>JHKrnX8)V7|1mPunb24(<v#i%bnj#IlA#Ob(C3iJV_=x4Z}^5kqH8aS^pAD)Co zxizHoAu`I@=H$e`Is%p&fzahO;^=2Nq=voB2q)1aS5Nn^>Tw;Lclxt@3CQs~)SaPv zN$(0Dh=I2057ZMe0s#8k;K?uQkwkrVTXUD=!YS%c(@uY*dhn9U4#sSJ#3${h?q!>} z6XSA`S>ey%2;M|dlv`y^UxMZYSdjFZbR*&WdF_S2X#{E5LyUK&;GraUuqkK1{L@Wp zwfyUn0M$9KtD-`!lzk3bFEvb3`F*e=H8Cd*f+VDh6oow&`m+KDQJxD|EK-Z_+6-vB zm&EV9`)2(T{{;I^sdvt@oyPcY-&NU4VmuPE2J*KDTIf9<D0Q4PF`kcPC@X$cZyTOT zPFJok=WF*TY#YxMratlAu40#RUxF-*l%K>$O)HfN=bXp=eOP~_0U9;(>pq&8)?-Y= z?rgGaVQL75DnuqlIvesY4t$ux+=vbY)<&6|_UuwW)Z#E#V{01%r}!_5`#mC)HZ5Z% zVM`7^<po5*2Z#6dE8~LdZmi`S0>VL|$3!33`7Sl(Ik505(p+|c5u5hhEN&;lpx-)= zZ=yk&br)3ykM83x>9=Dp*D|1pl_6q9cQqKelot9+;iLGv2Ks{T2_t1M8Wh6&;MQN= z)?z~9N|I&Si`i?0r>1_Iv=~h833c3;xmU_>aeWQ>tZ6eeY)Q|%mY^j$-2vGOV>VJB zMy7MD#pycgyycWcS@=3REK_xgH_mK~to*mQDPjv!<av_rp&ZuD4BSLmF_>G8jTmYQ z_zUH3kSyuh*w$EgjQ;Z3CCf>T-bRJTP9vE0H+C6FFEKbM=Npe|KY>-0CS#?Ul0){m z6+M}7OkvP$Nb_*7E)dwLgHnMLF1tW4ox;rrC5~Z%?y0giX{H9sFTJg5ligR4Hd)R3 zmjb*j2)44Q$HHtEPabz6Z}1xG(-iaH>4$due~43SDq&#7WkvJ3)E-g)IRIOh)_?L} z?A@W~BVnUwCePS|Mb*Trt&X9@yt%bCdq>~fi(8sz0DM0q+2=LI)zn?H`rYW!+R0RB z!=W96MA9i2`U!N)?4C=%9*XYsS?t`-f1Yyw>Rv@OA$3`?<JWR8cy>XOtDAqa`D^Eh z=HSJ))7Yv*>B<8p1V3n@5Pv8gdGr!Ef0UV+Y-KxcmMX!w9hJm5gHK}?R{ABjVL+;r zq12|z3YlfE&Bof^4hJ*H{<EX_q+i_oQ@y45v`Btp#9ID|<F#Bh?2NKG8C&bxYITKr z#*Dr`1BNqG>R$__k_^aWg`XGoZ)?xFvgnAkOI4W~Nx$wloeyF9vzPuZ_Ykjg|6TJZ z;m21jw5;3fHJ@xQG<Zky4ZMd%oQXPx`f;YmG2)u(eN;!d1NOtgF{`HnsW%(vr?z?> zVEq-mM$?k$<;nu<1ZF4x6;!Ty$p6R|%Ujs}l*wa5TbBU~`w6j-Jp@zp#T|9cq+r}< zn>=L~cDX-?5JtPu_cLNNZA?AVqn%Z_^XbHW#DwJK2n&Rc`tsi-Ki=T34CX4&quxLo zP~Ps`37L=+V;tu@gC@*&kabcPUaC{r71G;dXX&{Q2Ak6jeTZrkCz9oK+Yhy3u+cpn z##y@<Q)d@RLVGNSX%KDtEg=7N;tiEcDe+)f$;)3l-Sii>SJ?+U!EqZv?TfGf0Db;& z+PyH7acp+xJk3w&IklEnj@a>tn5DCkbpuytJW;-sj<mp?N3@}SeRCoUvny$=tMNvu zOmS0$e<>Tb9aimhiQp89eQ%0rU$j^xd1Cycu^1DHZ*{`i3xhWj<!>^*hCMCQY}WBL z2O!;@Es%j-k>zZgZ&f^<mOX9N+i|zRZK;Y?<S!q4#h;t8*uxcKh-B>x7i`=5X3~BA zPGB;5;WgaP?G2IH=r?H7k<!CYJM98ndF~#ZrAM8F4Pew^eWV|a4cfGrM=pVU`bFbM zs;V1($ZcZk6xx?N_%4R(m6W#Pse5KPK(RE6=qu@?l~(;2r9D<0jCoVj?}08jL3whs zXDwl!(iV~U6UU^Xf{tJ^r*&s+%do->aiP9y>r`1?3i$9^i1m5d7IjRI6(M1RvPDJF zj8bH)7mG1t*8Mv?0%_Ame1&*)4EQ75qe}1}t&{!6!T(89Vu_CPl<^=4mPI29tt#<4 z+Pff8{8CDdzHrCu)VVp2(X)IfS=&*jAC^ZBsx@)F8UI+DOIc(W=v)N6;XmgY)75q? zehscmBGF$|yC@URpjqoB%RkuA1>8cj3bQ0R2>qBTR&K2d11vk0F56EVSP#atqKDo3 zDsHgy#aLiE(XWIu;PFLebeGyTfa{12aFK36p!{KTzj2;3Mx4`6I*JIVFL@FaqFwcm z`AMr4fv-wK$tU^S9XMW$4j0&co0Z(kf35}K%a)l&RR!LN|Ew|-vj5-tEZ?5^XD7{9 z6{8_<4)4?7KVqeWYX8zZF14qumLwSy`f5%CqWRizq5QSrEQ{oO82<XXm(eo+3)&6( zG99+4F|Ih7u|zvp-yPL{x=pt&B^U#j*JqhAw}JnDk7L)Im;Jeg_j*O*Smn7FT(Dw{ z!RUOk@{$}X1x??bz4AMwEb)I7or^!y{rktirEYh(N|L0oBDu?9p>p2tl2nS$$YD99 zQs%T6J5(xX%UOk$NOG8^a^A>cIb=DG9L9#RVYZps`M2Nxfju7E`}28U*Xw${o|oy% zHZ^K>L#HvvO{?mFg4^(=zrGGdnD#?fA8FEOmJgg!r0VVN?_lW`1P|FW@7cM@2v3nI zxhEC@M|s1v6}L`dd*E2eRog)yQBB1-<*Gof&X+nU@q<GiUsV<^G)7kRG5<n))Muf- z8&p#@C%UbKCd;!OU*(V|$U@Ky&Z<0_eu3)iEx;(5UV5IEJW~0S<Erg|o`iogRGTVd zFI(5`Ozi1luP7I0;jFUx*=?)#i{J`kavg#_9{1G9R++<I2!@z>jd9(U+_Z+u7Wj8( z54C3xi#I@$LOae5yId75H!bP@!k!|C?_}t5$mq>}U=G}BG02NbxFjXz)=g3S_}w*D zD=!a%fLJ2ep^A)d;s3c?<r%YDc!8j~adf1=e8hjM5}m~ps?qx5s*Uv7rP3Ew#pC#A zoQ}p-)NSgFKKmV*`FKR>8UQ``$g6hhA2DigWXorxbaqK}(Yj3^?+gF#2l8)^)7l+o zRRw0a?$EO%i%a@Y{>EM~9%Wnx3W%$H6@SA)mY((!*y)_29N1oI!&B^|+^0!DA3R#? zymU2<|8EL8w@q<V?T_{g%lZT<<_SaQ(f4!!VnaQ7&e;2dfPZQFeI243ca@c5_syvv zsQNkMKy*8PD<c~DhCIBV_MF%BL6rMFSPm%6)MdY8nAqTU9%(u}NzCbh9odvt4EIn2 z;+O3>wTi0Mpi{7Uit?2ja4x?~Y;_@v63BYeB#6lVVG~0)>pLlmJ16vdX^}(p{h+Y7 zZqz=E)P?AIBPdw%4H8NPRaEnydUKBsP^v5H2Z+GT9k|1or>0@|r{V}Mj(ribV;kS9 zy!%~Z<M@)N<7JwcCh-$Zj|rNq{>|Y!+)#Go8`$&fe|#+!riLuL<CQ$|cFz2631Q)K zw-9UfQe?z1gKR(&BG%%5#RGbm|3k+PE27qx+ZsBCeGSveO}U7_Hm+rXe7=NOuXx+7 zm{rKZ|I~dIAJ<0Phn58I;Wi(0_#IUeB^*a!(D8Lr3!?Ajl+T}Lh%YJ|V&JpO&1Zb8 z7`8o<lUx*!6P;K^zeeFlhLe%6P;D;_xxzfaZ`{l1i*sc@Rl)B)z3kN*?tBD}S#Gbp z=FyM_TU-j3&)+7fF3^V^>@}BFkCKo|O(o%`62FfJK1vg^-F^UWWuV%_?He_D%><2& z^&v|u;G*)lIVM_J?#7t6p2DaNDZK>|I&VHmiDe*B*|fwl@&2%bY+<~pakl>agtrhj z&FJ1O{kg|AKX|D5p3bELm>G<g)N3f39Fl*8o0vha7UaaGP#dS4+HB5`q1`H|0}HWW z;HPp+wEMJjvP5mGT=us4Jl|6fd4bWC7UJ#(A=3zJePUP<A?c;1V$7#C9y7(9iL-Jp zj)RUXNOwyLMGev1=piu>$P=l>aG%Q?*VY<0Q7^)sZ^&t0+Tb!V2e_UanTYPKf9c}f z?*FVQJAt&X?<f2S+_Mbj+#aN8&|dwqIn1opBie#GUuO}|))lcNHxpcceqt+irunl= z!1uD}sX2k3X*D}U#y3|eF@yGA6l%xDRvxiC87a%n7d*$cVvoQ(8$t}LdJF#{9F!EF zlkT+!v2I=rY-g3%T)|w^(5Y@>7#1Wu4OZpuimDGi99qnCsHm|^4lA5l3fiu7eE9W^ zMxl>3lo>lJ-ztJMyAsu-Z80d^u+tr4iOG;KN>o3$BMA6z1s}`?grQ4hSJ^7`V;`OX zS7xcx*1e<2g35J8i1IN9iOWDYov~ftEo|lGD}!4je8m2=cFeun@4F4Z-_cD9!D}xU zv-?rtR+u?$ZKY#}R}@ZJcPTmxWioxfe2twUj6O^=_Wt1+07~=NDoKwyKZp5g7~-um z*+o#Q9i%>KAWa3TEEtMy$WglU@|5~j6<3ETH&RIZV(b`XRPy^H=3ZFLx0=1|zJ;jI zL8%*w%&@tihT*2`K^k^|{*9(yV$M5EKp}RV%4^pY`^?k%kA^Tu`-yj9Yqtag-%US# zAZNOEMOgjkEnj)P=J1!u_;ZBjf@ZmFi)h@F;2Hc$IY)?~6<#4)G4|WId~EcM=|~UZ zw6>TQ>>0)93j|IL8Ji$xvG+vlYGAz0dAgy}Tzp`mQ!)S0RUbEyFt!0LYL5I$)XZ2u zp{qW9r9Cse3b5h`lW(Q`R$AD}56n*%dM4Dq?<<~!(9KSg{fnXzQyp+GMN4eFH@++o zUqzTnp1IhEN##2x7{N6uw)@kpz&TD^!tzp3l(qyQmyl4{>_t)eogE3BI<R=@vB^K* z19f{IpB`}&m`y3HD6`a;%>_-*MaOEZ$+V@%1m#|mRF9WVY@uJ?l6GG1TS<{`7j_0N zT~FLVa#r!Z>S8Ny-4ThA#NVw5RARnQdMLI~*KzW-DzB+52(hA=6RMN%pjxRlpuZ3$ zj70&Br$`rUND>z`?{l&VDpzxhknw!M?L6%KCkXt1<X|;!(&UaM2ztU3kw&CT<G~eQ z41T}OVjL57q=jj~Lk`H4Q6Kct=fuep+EgX5b%oF#qp|M2IF6}9!VDz71xu=9jW8AI zRo8wWwCcEuJQ=YN_J?{9=e{CNI%$Qgc?GF}-+55`o-xq82X^ca$+-%;4d!(Y_(I2O zFDGUhT)}pn(EQ@eWX^3|i`SElSiDmHC^C8GS#iAvmeWyofCXQFVd=H_VbV=@i0ps; ziXl6XolVcfPhF+Ej^YB~9ZCz60#>=X^|av^U5`DpYPPh((F60U|Kc*lB&($19(SDp zY9ij0KuhFF&Watnsb%B=M^uprq9vVxi44p|Z98L#c^z&xPFwkyyHV!Q_+!2kQ}ySF zuP)}HwWm=xlo!3cplmN*UGq#T=gA3O-Dwvl?jp-Gvaom~gU>kh9pYJswr7<R2R3w= z*Y{(SqTNE9KQ=;9KVG6_?fbCT?Q!P~2UhiZ_9JhnSbhu>J(YN?xwy-qldL^Xs4Bz{ zr_J(Q{_=et0BLy#WWP<s0l(&lJ?i({1?L>%-NhkY4gac2vzdu&P>+cKx8JT`ruW;J z3}<hkunS)kkoyR|JPmu99kY1ir&T9^73j?|5asT2Et`;8ch0=06p1pw=;nZ4h1&-m zBoy&6TtN`1O5!B0T!_(-lsHA+4wy>0=Ro|jqWYAbA`P04I!&%y=AwVInD*Ehq5qWY z1RThRJOMTrW#U*#QQzs!e-ZA<O$#uqaoLtbi#V$mK2UOJE<)C_F~jb<u0{m*!FRBd z@Wdi-xdDaMSg%{=XCJ$b+d9z&Zi_v!31&QEI3V%M(fr8CdB%(BqyaL?n8_qMJ2pf1 zhusgdZ{-P1rJ&X1GEiP`RR7x{7V77`%9H>v;3C|9Lp|T?1fa}d+?!PQ!sG>)2io`5 z#AOFjkk>W<HtGCO<yzY5=A?Bzxk=uTiwr*in{z7K=}nQtxN*G<v<E1Zv{JXz5q4W4 ztn~~u0)KZ|YMVE8Ws<ZH<Bt9Y=4`d`_lyG>)jt(FySi&06=d_*KL_73M0ahrm-K(~ zG?V$oyxp%b^uH_&8_FH!wkfW*v0Te7(q$!ZjH1*HRbqb4OFONY(x;*~IT;f&I!_NE z%D?W!n^XivnpQ!#uLpNSjltF}hHd3(cZHs<u(P5cin3dy$V_oK`ixgX!qk(APROQw zmK!6aN$<}o1kMm;;;CBKjt=}V<77Hrx{ZCjDS_LlaDO^%H#A0Hk(PbiV!2uJJI1pf zko(uTi~PRyqF_jvplO`%8f$~)BpForL(=U2B)dg}U+0rL#eY1aE_<J!cBM?kx}y~# z^*|3>iIK|vT*e2?NJ{-OLe^4>x44HbjV9*x_LO$pt&}WRV^hYRy_=_*b-YE0_-}D$ zYEfG6d0Ic%VnwMrXXU8;Cn)pxqs84wgm7|_&9lk;;sOf)Td2We#>;lVJkmb6jLD0z ztAFcaH@KhuCk@1^fNvPKnrLU#d5O>JY&+#A^i|Nr*!nSQ9Ci?pw$UtXI|fx8R@f^W z2(~S@;neTkJ$A1pN`Ly<ZBYK2pss2wsxGsiL}=nDKu;uh<$Vj^7R29kgr&iw5Q7$t z*Q&E7l>>k;ABA&yIHTMQ<;k6hJYqX<Z-HiV9m?m4fCgWfjao{CdEU^x)F*gp-QO@6 z-PnoyH8qdO|G~Uc0Z!tlRy>CpX*tysdY;+j7=Ma7fu!ZMU~hc@^ulF+b-Nd5j8s!u z?iDCU_(*F7R+q4N_jW<^{EIPu7c%DH?+$YPIV2JYOTJuN;tT8~!T;M!{04he?74K0 zI1r6$J;}rmg4Wesw=G3vLGpz$EkETN?O;7`TocO;;(nRiGayU959$77I@!m%vzPK- zxk-=tHah}u>Q;?TvS^UE9$qOF;h4HXdXu=Ay#kfKrYY|d51%}qq+bNnlAUcDqzM)o zeH~Iab7EEX#zp8pv_cwQaogjRE)dQgf!{gxdFRkET#p{3{|xd%zuAbL#}Fmh$35*s zr`E_-07_@+8^0E!J)79Y+of}nuWsKW%j_AW>WVstRT6_36F(8NthI<`Cu8>0HT}I4 z9<ZaV8=$RT84Y{!(2OW!0q^`mZB{$@2w#o&KDYvAY7QEADachFB*Ko+R*R^5td5{v zBsWC*qeWX|iUoHI(@1}1_gs9Uj)Kypi~FC?S7I96a)#Usmg*O>-%uk6O&5q7ku4XO zz+O$;!*Wa$$63_Y>&F~gT)P_~#eiuz2(r3+*}|C2ddaRqy8<a{uE)X4jbDQg+%ueE z4@4*ReLh*uA{{ivi3BH^7rPm5e<_q@aTEvXo<_A*i7t}51^8Tpd~sSMZeg4P9+6G_ zBgtsc=ui}&c2@~SRy(|N2(K+;8h3AmeJgYjo}j6{aSIf-!{=j%yRL_?K?8>b<|sXe zlMekWw3(LD!JBMBnGMRB25Ih7uZ0~IpaE{mFV_(`A|FyAGSLzydApq}q#=CrxVsf5 z^7J==Aa;~#V!6BS{d<-_>MokLX6~oAJk?2F^1h?2kIox&gR81Hzxt_LiXcUQiU>nG zwRZ5O>&*x`y;wT+K@yZJaWNIz4Xaj5xm~DD;N;M+h57NwDVkr?7rY{;RFP(eO@Wak z_Bj1xy5gFzCQ$y7c?Lak?=}$1+Cj%z(=Pf>M>lue)I<5Bfbgl@za)+;q!HW?mqPKc z$D^g$y@Sm_ZoCGg8cIo5^&>8;F1p(Uf1`w@GmaryzCoi5!GT^S!nVgzM^^P?Wj$-I zzn+*T4N=RH*xtIoX{L_r`XiwBhC<O{7WcL4DJ4Y7<u&4AQ}d;0Zkjg1Q0Vypc$GA2 z`%+eZ*<=mftO&BP0}DrYF|7cu_VlQ$id_^;3qY4Rav$pfSJ!n`+6`!lwc5*n^#|=P z6tI2SK8}(pruz-mOKAcc?w+8ZN{~FzAd6pPeGAuQS*Q~EUs!vAL6cK*Ef20wxJGyu zCJ}yulx;^P@hUWV%nZZhklGgZO>KeIGV8;v>Jr_6|0-PCEB_qg=}7dvqI#5QS@f2* zXzLCYKB7(g_4RCB^Te+x_#~q7D~wV6HdtD!1kL<5ZugC_qLV@iZjPB}ZLcIlne1x_ zMZ$j@YC*)<kFhkJv3z#jdnvfLA@-NNJJ#+h>Kae>op6^E!=Upg+cDp_J#|UWH{=^s z;*y3P9~7SHRP;qqlhwmX<y+XWEa(!#uH=^}Hy#D#)hNc1z=w~Gn6=l)G^_t|6ejJ+ z7c9OPx+!rZb>^8uLkWF5Z$VK<TnOtXP|cq-=L*gL1I+$QG~o%G3oh6lZZK^ddltO5 zsp@52u;AB5;S5aivRGnuF-(PxNOI`xo!#-ZX4vVUr)lRvT}C@cG+(MK)~nea?mp1B zpjy+fXrCND2R#@!oiT|YiK}iL2vT9AwcXUTuc8?rrd5_|Xr`zv_)S)w4>}9>Y=Kl1 zh7?W)>E1x~;}6sgir0Tt_ly%Sfs}MKDb|Uok3D5%tHLnN*%ulmrq`sAn$-~f(2^*T zp?j{if?$A|;k{?jB$uJrB2(t1<~siCko)$M?bGCUM8iJh|2WvoOU}k{QbVELQ<2Gn z^TbIt&R%}}BA=kdKpvC&iCZ8Id6u_)Cmh9UEH?3%M6KPs;V)^9j1N)3A~JYUno_;r ziZy5JM2^o6WV)TyS{wTNR8<7Mu36ME8$CpF)72LQpAheIMQ!IOjW~R!I;X{&vkq!b z_V8_@oi$-e!}1b}TdTygE`{@?WJ+Eld4gO5#-obYaTJ)!YDsYT68qR~`)`${CK%bi zwJ=NDhcH%-+d~+p*^|D}yg2F!0kS-ybwzdhR0cJhY(-hcXq3f5rAx!|Kw-yvBUi|* zLn|K7ET_N<NV@cl4&6q0Yg+z=l^l6Q1(Y_hf5dU#>x1dFup?}Q&RW8|w2q~uj+@3I z*g$+?Olt>HPpPr=@t2O1%p>K$mdbgEk9$V$@57jZGMq!-<*a6WMTaS*k^tCCWRkK% znxS9(jLT;hoaFAvkW78r3Bsnl#KG9aq!ou8L?I*kH;a11A^&InIh0Sk!)6~XA>Noh zRqxK2+OZ4W^`%a=IJFO>2JEUomk;U&^zDOoHJM_$cS(Gg>XoAa+jJW*`6j~ZDVlbP z1)!v0>Obj5Y61i|-eN~3wb;6Nsx;;8oTRUq%$}Uft^hW@g%c)IaKNXK3z3F_-p8cN zbD&2uVsDSgcr{Mg*(^5QT%{vDDtiBpRRs5aW4Vr-wP5tS3e<)soqh7wG9k7Zbr#Ry z13@+9Iq)vaT|xMm3sG%igncrK4ITGor}3H`m*rQdJrpv8&Q@*cHp!jr{#ldq1?6#} zGWW*p3%>V0g~soRJHw7$1#alF_0a$6Br`R8IF8V3QaNxyRcf~^uJMAta~UX*Y@eqV zRVL&nr{PC!=K-1|!5z6$ukyH5XLTbPPy*KBr^iPhmBLO>CXH??bL)qX?XZo|gB>BE zlI!a8*u!T!F;HLB0l12IH0lBpxvTVB%(imza7=`vvo+LUp4<<)IyH^ZtsZ`#2Pp3c zjM9vkunN*&bS4jbpm0>Sj^vkW5dsK(j<vxlEQS}a39l{nQ;ZIy99c({5GR^13@Vim zsD7m25Xbv0R;nddBV*;@UT##csTIYmw(iyFQO5F{MMp=Oc}?86=Zr0nPYjn|VoBbN zi0722PkZdn4K+=R-Gh+mSF#h9VsbV(U!J?}@v5M*ygsZP{|x?09+WPDX1((TZzIBF zxJi<6J@K^ntsr+pEG;eq?~<GPO$JLzQiW3%#z%e+9_ZH^ws7R9^mV{}thtcfRdu@2 zZK^gsK}DD}Ur<|aU!l99eQqTCD_(Y%#TcHdDn^YUD^#1Xup}cb0puKL_0a<K0$QUU zRaTxWM6XXg=2|dgyj65-I1$qZ3}g;xm3)ONyT&}PAdXfwC!oH&UUS{27$Xv!doeQ$ z)SFqd^#@Vpt$hWSNqnoH%E8S`*gR#OA*xZ|X-(?#hVAM{kKa2Y3JkB1wd_hF*A5}9 z&s4GY&AWYYxdu<-T5eEo7+&J;K5KYsesb5EL5K$8DtHSlwTv;)uwU936HmD4L+oM1 zby3HFUu@`se*`*SP$)yh^N<$K$8{-SGsW7tx1vlZ=@UDDixJ0OWurH;*?Y|TeEg>M z7kt4ViZkQtD`>@Im;seMmrtI|V=$<#FdI?%nknRxZJf;eY9U_c^UkwEfPVb7@T;Ir za{6w3wx+@t=h6}R^0Mof{`hERk^NoZ)7;1!a&w2Lp4_cdLRSoNg!IQDJDDC#5DF*5 z-@Zo9!0QfhhnOklR-KG&G%69*^B-=M+Y~TGaFIhkDdh;*_(i#sf*3-whDKcibgw0w z08cL0?&edgH<0sEvobJgtz6HxfcA7Iu~IWqM~nCTW6a8_hE248H>oaOr0MljAK5Kn z4$Nc;h2gqny~#J5;g?YV^XicZ^mYC1Os6f%h(_H?&Ky#haosua!rxKP82c6#Z?uZR z41uIQx_l<N%GMZcj2$YS_5R?BsdS6n&Q)oAvsk;Oj%G?Yw;cPp|77)GY-yV=Hdb}1 zv7N87lb;#hZ26x3fvakbqp+XYd&eA*2B>_pv;&BjMf=Z<;I)6$KOWIMzGAOMY}}wW z%ZlgYQ+aldD`J^zb)gi}RsIfKCT&=QXKlm+&J_M()^K76$Uf@_P&T3Z=wo~f@DtWp zqUijx0%3q;*{>1b0|VfL2j}ep&N?+8_5p1+*Kv2lyVbSCUOEBZzp=+%4MKqIE=OpX zu5@P|XGDPl(F0bTM^-bx+ov2Lb_@TR8aN`#>^`uI1g!e2>TAITdwS_r(m>62SY|T= z90zaSfjS;#6P=_OJV*;TR%!k*8x|A}QV|UKs{Awg)&RLWKMZ5*3yeZ4!tExIOZkd1 zqU6C9SN1+gI@z+X1Sva4#=?|(+4pCUhJjc%lS|bI7w<g^YsyM>2g5U}v(69Ro@B(8 zL~RMn&L`V`7v;Px<a}P7A_rO>B1c?(=bRtm;{^Abz&X=7Ip8I)xcEG*5lufFsd{RW zYQT`%iEUrn+-Z${B->V_I;VCTiM#`iY1?>I?epD^{t2bmLz5g<l)9$rrm<6EOp4`M zVQm!{eP4w>8XohD8?7{vAYy-yMkLY>Kh`~(wiQug+n#>J?juIld_K3Q{-qq4nmdY` zmw#C{r|Vw@Ll}Q80Rh9MTk58AR=aN0PSMz=Lx9IsSE>6t=&T`mx5BEjkGt<JxUU1Y zb~&_t#3Co?A+O&6*?a@-Jo1{H5?`Pr(_)&)Vr|nL3dA+H2K#W2NU_OwW|hgkW@KmB zNkVG0J*?#hx$YfhhQ%@<KU_o8tPCTkqh<w4I&^ONwEpM8B3T?}rs=FIgs%C4)0n|1 zp#awKZn47C+VWrMwFZ+PQKyKmV2bR=11D-SH8Vz|zR)r5YJ3~Ys9?8KKOf8`Tx9L4 z#a#rPhl7HHzeb5Ub}w7mbEc>s-fno|2&vHOT9Ldwa*smB|AqBOk(qJLdnLb#`b2j+ zkBNCgEWgQ3&b9>Yu>B?D>kPF43xtO$uG9~cXHa1`B|Z%V)OOzNAE)|0cpfkCWEcY^ zf~~ZQ?ha0R2_kt`wS(-lQgKNw$0lShmbasix^=dvc3Q!A2?+d~sb@m)Q{Xysa2MpM zmE)DDHg4$&pQ}8Zqc@p|?6wVLr|7(sj~?$Qw{^Y4>I3p%p!aoE=D%B=+6esDlo$6` zi?9155iFyL4m-bc%ncnxebsTy=&FG~vRQ#>$>N%whA0$&+t80QX!qR}`ZdM6=G8_I zqL@?E3=#VmF_6Vbz_@$8E0HVCX;jH;>@kK&ShJ*9y|HWB;WN+k;%aFY0yud~8{b5I zhKZLrqTkLu6ZSvYRyZP&siF3W6plB!TVDr9T^xHzXqT#}mVsEK&z|^xMe~FQ;hkwm zUK+x=8a#|OEuNEoN4E9?WtL2_)});7{@QRt%fV|CJIH56vrLsNsXhep2Ui+^Fz(`{ zcK~M(kpt5Xm4`Y$AAkA3CJ1YN&dT-X35Zeb%w29C&;qv)Q6gR^Uv<kv%nfWyp{Mxk z^cb|1C;B%R;+F)|q}SN>u#LChQ#goosM5I)y}`O2yoYU8J7cmwV}UHy!IJ!w`7o;m zhlvIC`sYYJ!RDZtDx@Y^DaQBaB1w-5_zOwrK10|RIutzK662d>X$~L@l^DFY(FB}w zgDF>Bx^&v^tmICNPldlnT_)VCA}Cz}5Rv*a$?&Hv9OEAPnO%T)Jeo>RZBkuQErb8; zF5fJ@Fosr4nhdVX4d;!dkdGLg)d$vYrprH=bau@Yp>jLe9o||wbW(4s38Avgw96Ny z)K3A92y(*^QJjZtz~9l${QI>V4wn3sZv=08^l750wU16+(Z-CI7vMEq?tTMsAJNGX zdyFgy0yj!v8H!?a)QOX27k0$e=X#J&Uc`>c-j)7e^rMd|YS{22zs>qSQFpiBG=>`f z$ZnZ(pZNZss>R%A3jiFq!}A-3QE#|;x6xuRk@GsF%BUUlBsXhb_JXV=NuaS_GcK3O z5QCyU6gi@(>6`J4ud=$Gh1d3TZIl1@(f*p&uixUfx$qwUh+5i^!npMHnokBCk+_zW zTDq^$%JLm3%w}h?;HHZx<^Xi@evay`cgS1ly`q*V9l3S8hKu|kKHcaiCPSo-S5f&* zB2-FrMi+DYYwOH4>WcV+aC_wy|4DmM%?($te;Q3Tu2DAhX}T404;4>7o_8S6tw~Fi z(UIev81*T6sIHmzFP~dxTZT9{6>qr<(qETeCHPJ0DTw*r$tfqx^!tKFLf5m;LU7+d zOksHChg2&LBRwAU+TJ4mX+%!peWE7fOKj*mLwM`W@U1k!^+GoiZ{G#`ZZq*hyiiFx z@`>o?eNn4%jGfHcJN%(n;pk-K#%{$De-hFk^{Ra6!z&^n1ah2iVEkH5F5yn>dqxq` zJ<@(WPWWY&xIlvEKc=a1>G5Nh|43Qiz{UC4cGeuowO&R1=s#)FdVH4Dk?g(#ftyhW zUwBcr@Q*bV<|XsjnQwop&i_x<^vz|Wj>NB1ZlYQe7eoBmbI+#JdnjUY;s9&Rh<aQ% zLxpyfae|XO#!#pdMRm<{7RmN_nQ`eBzEL0J>1*O8xN{{M<X)T%g%3SOTF=M5h8U}? z^}7@O6kb}QA1c*_hu+iJM7Z;dlw1kCbA2+Wmvp_zD!LU%(Ff7~8m$uGKBREdSV|kM zipn7&*L})uh;huBoBasfqu*1Hf*JO66u`9CQA@Z$SbnOIVoV%eNmh(<aC2Q-`Jk)b zA2>gH#a%`8EwHm{Qw%#7{)_0Fu96_r#M-)c;NCt=VAuq>TfGNv_a)kS2wJkO>MUn( zv%JxYda;^hh}?@fO*^PXH+Ud$i?;Wln`zIqq+B!HP-B+bZEtjzR!;@3+>tHs9?5>U zGSwVyA?)I>CKn{vr7>q!bhi_pp+1tYKmcKTd6;ZV#51_R<`qLNWTFYMLN7)rlBV0S z)utg(2VgIgZR>Ohc!>@S2iG<O7*X<AExFd2iTx?;Wq<pg&{@sgK2$tKWss5ApSIaG zrcnzAX~xKMz@dd|t{*Lk(VIopk=kOT(WmC(>PtfF<zqCXZnrfVA;n6X{ac0QzG}Dp z>lF88sV}Z-OW{4;JOYv0#s;*3*7YrEO`n1*gm-K(lvna+wKss<MPohE2foDfi|S?3 zBfsdTZL+mY{v!v8W7xT+Rp;bY6doGzn0kgbO$nO_Yk6B}X4wxp`Brv%HHH;2>^#}2 zJAd=FPwsH8J1TGf(Y8LyX0-d$4=fB&gPU_}#OWAecF`?U7~^myo^6M^>9*C%AK_Ri zKe2{hRD@;}BoTAw_XSY`BG~l`1R`j-v%_0*8Xxj<@xcjNIXw>c@D(&bCi)jw-a)@; zHmko0k{}uhx_}BfgeRBj01rPV<Scv~{a29*;WW&$O;C;Zz5Q?3(lYSVeuVJ6;J%;~ zjFl!sYn<`zdF{}bQNTU_oRhd3)fMP-SGXoAg1L=QT$eFFH^$hTi)R!FIMVZ^(a_SC z{`zwT0mVi+fd4_CAuiKToATolAx@OU5#m2ce0QU!{)+kCZM^p@tu_*+PsvM2k=iJI zEVw0T?-_DQ5cMBsnXxjVx9WfKfA-R?is(gfb4v>}{0Pc5I+?(BYXOm^#(fMvXLg(B zA|qSfGyqM)4B}t}N>{Fw3GmhRwB=yJaxVamu=k&~|Ef0RFFV*5I~F=?wB35ERc++H z(AA3f5}md5Au9s6&cF5T$Zp6y;I!0i+8OqOF73Ue3<`ZE`w0F4x*&1H9$R&Ur456w z#fM8nMu<ODKZ@?$cHKSX*v(NU{wG_t!w4!U+agk^JrP;5^fws%iw(|U+Bcx0R}woh zrS2HGXz6y9+iyzw8EH;c^FrG-<hrTIyJ6AQ^J479$((}P)<Vd0E5bS?UEFSy!+fz2 zgbPEY2ECVG+(X2P?T!y7yV)PFp=@%!;#C%yN@z*7>6!~`Dp8}90(zM@Bkj)HnV~(N zQfoxwCZ2H9kP6EU3O==BIq|y{K(hOu+M@YO#V8uFbVr_j4iebu`Bh$$&t`=chOz#< zLn+7_X{>WSY%|+Ctl@WkhrU=omEt9|8x%*%FJ&=_f0=mr7xh6mAfNR1d{oEx9Zu$C zfSz`D<0kQ4$GS|JPj|#Mka|9PR@1pwNtQk0{E_qVZ_C?W#HNLR**0_Woe+hoAPM%I zlkfG+u#aC3PKx9xe};w?lIxCRdqK6*%`){xj5RsfE5RrOa)=+NMdzBM7Z}|>XQUVJ zo31**JeesqKY0O2XQB2&!#%lQIpiw3ZStr70fZ&@mrG-EgNHLmY92N}=jqM}*AMLt zy*tC;G&>*pU;I4!HaJS)0JsD*9G+6d%wd8D0?<YIc>R#&f#EdqCY_6dgNlE)O%ayF z+K0ZuC1*8`y|l?W#e7i)z9ekFvygFt3M^1%ANFYljKCzekrh=o+LWU)BvI6m<E@fH z#}#$)`S1MZr!c13lHlZ)rjiJYwI5%SKSdbZWQ8{$m{w&KHmFm<;=n(y8*MQLY<KDQ z{}0tziS$R14__4AK@h`rH=JQ|^{>#=1pEa10HI9)u(}TVi*I}j4Vi#jE_ZQ%0_VBT zGtfhj#oJ8@sJEU8QL~2SaS~dKt~()vZ<`{DISLL0RHUBvZd@YSbePjwBb2Lf=RUeK zK<eA=`rrbhBb~Gdk?+XTA8ayX>_-y6ss^_5KGK-~0WPh`Rfd#pZ9x!wv^BX}p5zUg zWYz!M_b*O`W(pIL!WI7ek3xTI%1@_L^0S|L0}hirYXIHBir6U7fT6J-7$&8Rr8XJ= zkv^zVT-ji^N%=cLR0*=Bh^;BvHxtj%9sf?GDF043-k?H7wvY3lU>!*jRRD-HkMd^T zd7S!-9ppdNAq?9jUvvpQN;5NU)lwuiG#L~nMXt5<eshL>6oaC1Uk)T8Y7&S6vgXKN z+!Q|2r`1X{S<U)kIcwL>zWD)#_oDoXzf)RzNEh;^F~7m6*P^gtI~EHwT&h`19BM+Y zsjy-m9b#<||BAJjA7Ktd$T2_5VZ`nsa!sKw-0!pM5sDEfwxAT7#B__HJ_A%h=k|44 zzEip7AyS)eDK|(huUpm+(}}nO@W}fA3K9<rpFO%E4phLst^tf21OA2gZu=Q=;HAyp z;cb~P(mVerfW~*4*FmK(V7WUfw(Nr=80dfKFJIPFXJ7yBVZS+B7%uS<eS1g0=EYO| z9HKg(9cy09c6GXmIWFoUqk&;9qI?gNmuitVPCqvs_OM^;u}foDo*{&V88TOTNcI=C z-7gbX|3_JzHj1BDMhRMN>s;bP@bmGB@_U>3Eq#8?-Nm@UsvqPMsiJI&LhoRA;Vm=W zwn&?nkljsv1$^fd_WpeRql66Q<5lk;+w&S;rN*2aDb4e7CRv{@%!}{=8&5o*g52e2 z*o;Is8GmXk#`e+_0S`YE{=6$S)a(Pq*j1*tegd$T-rGdDo0Xd{tV^CZ2&#xmrxW>s zY<XXk%OkU1%?OnA!Q)SOQx~STbE0=j<h5(Io~!<!sebGB1KC4-V{FtYwOv+dw&H7b zlZQA*+T)a;OgC>G)uK5}@#$tUQzo*QYhaJ@i4DSuW!^$YbSAQJ{_UKI6kOEw)%ZZQ z%crt5cg3j@+f5hjAO_Vml-O}Tc62m|J3V{BIYO(;*A@5)c2NG=HILbtfbsiYxmMNb zHU^lQ75_Mf;T!0-f^KF_@Ju{&%TA9bx%}$-dRTbY&Gn7zlS-Y&erL}Hm<{UnDCpyP zsR;=d7fvPTIR>2W)ibZzr+?RBDkVYfwXZ`;lG>SsLtFB8s_8vD^m5m6zmJJ#=h_pR zOb>(|IeV6{Pi>c)#U%e%Gh-sgry-urwv-Q*#x|5IJ}dAQdqKXZ#}i4h4gEp;q_;|f zQGQ$aF-c1=fXajj9e$5Tb!+dfml-1Su}V`u{8#(IF7I_YkZO6XA2El?Gn|HVNN%W| zs7@VohV!~BvY3|CS)%{6<~rux&YH~=8TH2Ds6MMa!b#}e!WzJOZ34lc7Gz9{W$t3# zp1%2K(RQq6NkMp1v5I$JJsTRyXXjzqvkmGI%SJ`<#x-o`6*o=?1%}MWtR(;mO)FOx z4jQS{nw!d^wb8B<#2<q_j8H<ZsBU)Xbk5K5^0atR)&SIN@5B?VGnDkpi+oFq0sSvu z4UCvGtD2FX1t9u(*X)kgV67rv06$lewgSqchG0a_zIq1v1KjfqRdaq9dj7a>@7*aS z?R|*QoouW}w9I&2!_p6MeE8~ZpMh0j679kj!*X5iS<5ffSLpk*oP32l4m%pjeAxFN zByX6M6|{}Jr##t19;RR^^2VOj=CV1VudqMqHU7<C`BHbCUgp02PMc9y-1~T|AnBF8 zK?RJH#`1l$cDQ?KZc}#bV{af3^4odwxd^xX;5Yi(zmmU7t=)RV5+#CVI3uY(tKZJ4 zC-~v`JfIYQ`T5(_rZTEAEtuQX1*r&xM1&SLs>^0iinDhJoL9c_Gy5oJgObAqjO=w2 zLA>z771d->c0sZ@tAL1U{DCt2)o4WyJ1o69QnYh~$TeIdFUN-j3`~B~=Ra&`C0a6L zD_GkWZbyRf4@t+_cx&S|x|{rhwPYOlzHoPgSn^(FQAwz^R$xE5L%S}uVgGAl5v;Z* z0lZ|JgF2NM8|xCNd!}%Xvu#70(q(;z&Ct$6cXD1t>k*yD)qZB)I^?SLs@^99W0$Om ze5eKMR)eM9iWF*phFS&vsaqH+Ct=XKs(cQo7jpS>q>19-5PN?89#`xFe93=J4fp<% zDQv-Yi9t`P&|{1Va9T_*hhM+|CrGJj^+rj+Bq})2YvKp1y3=O=T6%&0yWp#`DeGR$ z5Px3a0XYOAgZwLF7m-&23*>*TThypNy!vBM1&HHcnm2J)u%7)LW=rN^6~XuAmHNO# zWUSDdHu;dY@^FIa{66YoDY2M)<f#lVcs7<ma@&kvgS|G2G`=NZq77EVj*1)HDT$lV z><z*MJ%PU|kC^<+=)2@RD~v0gSE)Wc@@)^SF<_-y=z6Zsd{(T{AW+@VsF&?b5sH6U zt`^_%zR&rPwYsLTg|GH@z;f>(AF-JKqVbiS`OeZ4+)<oWaG!ofVHQ_Vh63@im!z%N z(Ej7t;h80Q8CCI3!DX?%nU9iDv>}Q?0T?SnJKE$-%gYK4KD!Rb&o~;(4v<5vu7u-V z@y_4jMVPOZUT%gRHeFQ#F2%I?{L)*z+b8-uW5mrA3-}UHSh*A=KC}MR<g~Viw7Gq< zZ9)F+Z$*t5K5u5kKGS^9GR#qwY)}|rwCcW=9z*nT(UtBN;k?d+adK_U#!G9T$?Kr^ zm~S!zYLLvSi$17|mc};$^5$RAS7rC})!|d(Mcgw)3HR`7!0K1Qe^Gioy*V3O<JGWq z`fkYadQ^ZZegl@c;=^J8w|0P?ENo}e^+?EL+-!n_(?D)GL{u1PW!it48P@beJiB#5 zZjN@OtFG~vU1d3lDVGrvx~<{wwRFV>sJBZCs4Q3lgd-9fuylznva0AO944xQw0A2Z zQwyH8o441xaQ|xYcdqG_oEnt>4C>7Io9XuW2hkDvZy-4SgYK>D`t)aS-KMrQ*%Ygi zPVSI(Hak}t$amx~(j*%E9htm#8GSusI{2aF8xy2W;nb6r|H9<`vSD9(2z>LDZTtAI zw1}ncQ}UnJD^P)=%%^ZOpMB`vi|*!fLJ{Pl<C0*&1*|zJc9IDV+*a+@?Ni(mMJYR6 zO`w^uvkS^cD1%{P1x9nMO6s5}^(0v9;@Wy3(Zz)3<Br)jGW-&dzO%#;651mx+sj%% zk8=+Xvp+idhmoT`(VfAF6Y!slUBO_hsv)8QUyecO55`<ivOG;lr-jd|7Sz{adqj2D zCh(66H{!?GcRlIUo~pbE3U>A2OIx+6QIQ@4=DV?b2%i#FW1VgiW)Oj|>Np8iq0%2+ zA9Lkvtp#=Y3#G0b#$v1$M%G$x4G667oLi9+<74vH;_iC~m`Ixm4C#@%sM!heRG?)B zkeI_SDPNPvQXr%3?1)df*q3rB^9PTNcqSYm2^-KP#)N{vVf&BOhnVw1*|?JYLMol^ zPHt-wKOI)MfVr^?N{_YS#UEa?CHl-e%1!Fxf>lAw_y_7mT>z-_vu8TbG6ui}86c*f zE&y*)FIcOR<k?|=3zPa90o}<$qd&?Y`Da&;{ZXE`bA?#%BxGjmxQ2o;9M~o>P>{X$ z^uBEUe<LM5=uVpn*VjQ0eUW|<CrUf!)fxv>kp#Wy!vx{ySYjM}*J|J$RepM=9~IG| z@k`(iur0>0mRVYE){Nj;a|Pn=Q~7`ByuQ>dG3QEes<xL@1EPA=nhiZmI1M`ngVYW* z<jO!baBLq9c}iV4RBjQiSRzjd|9NQ&Y5|v2ye&|lwRoKjM~aCv*Sk&%lRV_FX(@9+ zEmrIf(U0@_`!#sNB+GESe7A=YNxz^qjoDQtS<|V`8=^xP%a6e|Hs?&*bvyy%4K_bL zuK`GZqaQW{RyXyZYN<TY7xi4!_9ghUkrr8J=B$2ec>@~6H%JaGeo;8Z&Cape!w552 z7Nl+@h5yJr;4=#!^fD<2e<T#P%{VcYKN2(Nfb;QCa;X)~Yob<x3Bz~~03QmIB045S zgew?mbcO}sl-E%)tJ^@5B+C9N7)ueR?59{r5lFAMjn5_g)RYgut=C-|3mV$TB~3Y( z#Lr(5^JDCzvnNLzK2$kj$10PNSiGoNVk!CY7+HuUUQcvjEHZA4{Ll5z_@`vAu)Sh9 z*$=g6?LZHwDt|%hy=M3Le+ut6FjE1j3F&F%fJ85M_#pO(HFuI2&<7;e&KK+e!HuD| zV?3ur>>@DgCU=iV(5XMau}v?e5HY2GN_GH6e6hNXg%$6nXrcYQXFX^g>`-vUMkOgb zgQUT?7>Vie9|bb1)^@vo#kzlAdmV`h@y{1;<4vNLqJ*mMr47k^2CQjn<)G=L3!0`_ z!u6;r8$SF1i(Nq0W+?iUI(fSxghDl1l?GI~9SAF);UBYqTUBfthwQvwbqBP5bN)2M z7n#KCs`vTAM`!bNm0jMp@s}P>QETdUzU_kT3;h7$YW<SGBCi?0Z50RnMWz~a9cv`A zS&_E-Mw1np;fd_!>Xygf$L7u5d`<cGiHP@-lMqj(>Q7PTJb23D?XMUco|Lq#vfH~S z{WREpg>Q0_yQbqG*D(4@u)|`qxYF&UsfX8g=K3iBWrQKeMIRU@KeN*LWzom`2%5~X ziDmeqkBf=T1jR;M(?@NqjF({kEWSD9U+6%=_V3-E#@MmUA@Y}5yDaZu@P+aD#Fchk zPhx?PZuy4usRWD~>p*&j<k@(<A-We-m~{Dn@r^uIPbs^xyZPdC@Jqw*H@)7u=5D|O zyW_vOZiH8{pl7sm>wko!tI-vC!RS9Wgb*E=K5K!eLZpWfaN^e*AnH{+@!pMX99z?1 zyVKr}1O_p71?G&NRTui^$c>X6>k(Ny+K|doTa#ABVe#`O*Od2NM!XgPTPmflN2s8e zGUI8t&pnuDJJC}!6`sunu&)k31x+x!DuE>jDYn2pWd~4(kYP<l@maiD4fsXUHXKcG zPpm?j1YRSqJ5_;O%hyZ{t193}e&p)*r7mTHj;DfMLv>WW%DN}cFS|Xb2FQK`>-tL2 z96gaHw&n%DQXJj<gvc&<3|zr<Ehw}8z%(gQ)FAKW*rljBJMnPsbVH8NC{2=-ugQ5| zF-UT!Q9I}AprsaywQ@fRaX4Q><Vm{l=B&~JBix3e=34)Z6}=w+D6Xo+a~{1l#>z8S z3;jr1=V<?6!g!utk!%KDByOs^USLMzadUF5+!pkb?e6(hSBjh3BPAn2r>bqHZ+iVG zclXJtQSD8Kq_dkD$pqD2>s4c}9TCHHGv^+2Xj_Z5cH4+Nhg#S{bV-f;$28H|06;W` z;Op)oE0=v`wB3?>hwJ*EF-}dKmnKvKYr(DQIT0-bLhnFL0sqe_dtC<aJ!Pn%7~aRq zXviy2wd@^PTQgnkG1orY_{=FWTC>OBE2B2xg0u%^+2b}q9Y(a7yKS`bkMMD_-&BKX zx^i2C`#J40UQBq^{hfJ>Y{i<}+#mmhmRv`K&qYHvL#udKep_NT>VcxT*kFoT-x*7G zT61E<?hWl=nV#?`Y1;L^w9AG)#o=>>*AsvOAEgN`{>^#IY0vd3oTx!@zGtj%>7&c| zc;KaZ{MRtgBUKA>aBtIJ5%D)Q>oEvirkdQcFrkUnYqlguYQo>>bI@JaXQOiK)A!>R zf{l4@0b;w=k_e^9VjX`0g_ON@sPf@de9Y?<q@o64cU!klngg$)F<`&RGx7_=r~ldc zXtV=1>C*XYlPrYj>*YITzE$em+(~CY3n}s35H|?I%Iu%S<S|#~K)O=(5yK}yCI(1J z7GAk1)5D@c^D!E{r4CI9O}I9kLd<tE2ARe{Zou;`&4K^P2FRjZT1pditEk;Z;2;kx zgmkeuZ>{=x(+*|uWXVp~XHdNCH>wlN1Dk=X&M^Awjb19Rj9RB0sIl+6=k>p-H4sUL zuXzTCeE)?2=W!$-8-eo(*p`OaHVvtLoDA5e&iIGwKL|S~y94*>#ajY$UHUw$zP_Q~ z<nm45I#s}vI3|y&wwf&cO4qNy=ogFQPRJVaSAl&UsM{~qzwZe3tE+EIpK6ahlsYSn z(G_gX^$rG6zkip%-xBnUei7-X2Qr*S-tLS4DreJgi-)r^dFpm)tN*sl<wSTXI>*lu zDf45VD1X+|FUexU!vh;8Yqd;qczekqDpgI`oQE>5%nb|~wKlE#6ldQln$^m8HQx&V zxeokI(&U$~pZo;n7kt?b@BC;hk^Fp#i@Q1Uzo1^tOEA+f*lk7&4ozD&t~P8AgQI}r z6b4Ng4?GOEcwvL;^<P|&?SpYj^>Jf1iTo3*f*0uIwF4}+ZJJ%Lav7;Oq-2NWB0GW< z0UB*gfGz+>ght_$OQ1bg9B%6xAN-qV#I<*MK@5WlS&K#^oud8X6u`b8?60%94SN@f z1#b)-rXy0Wf}mX`LY)<7MLUJO<jRSPN0oe8xlk3<N>>d*=ZCGRb@s=*3!Y<=McO?a z^4K}#^erETAWUbI*Hs@!j)u+8fB5V6&g=jQF^-Ut2Y3zMJcWWzb+f7!n=e*aVbbM; zm^0|=ZUmDBtRE1m;^j(-hHhJsKlfva&l-MIZLLE&lFZu)nO}@VAB|NP4np4(I<?>t zgTHzhg{R`fLQYX$)I>v+g7&y^oALl<o<i+DF*A_rfwoeJv&q)Lk2OnU+N;MNdvPUe z{{ilkOgz^cUqju2aE-U@n+VrdKs|dgt^zYB2@P>3pXkl3s1P6KXp0bUsTEQ`1BMvf zX5F#Z?PArcuLa;0!I$Z)2Jy4upVK9)eV0|9vv9eGy_GnQ+>N|A&o>?+Ycx|si_<NI z--`)%Ml7|3%*Oc!uPk;kRllY5p6-7mO{v_XQ$*?~%&)Y;`ppc{4;!y}Kl=dvR&2P1 zsiU;ZfiQKK|J8@-tv~7ChcI+q`}Z{J0OvUTnbBjNY<of;=87uv=p=nrU8@*6JOwN4 zbc`C?yyj5Zf-oJvtd|zul+Lqy*6?$iQG(Ktlh0E|>_?yydv$ZPyqUA54nO@*JDfu% ziC#5iX}t-Gq&lOk4S&`c+r32{2k6V6iE>5H?t4jgiHBT#iJPLueYn&Q>``SrR%g}X zyLG#glQxE3E61<V!RBvxC5lFQDt7AJgv~AnDfJAM8@|A@wai*{8f&o;%-h#tbfrck zJLai+3|m8@9?6!b>aLm3iCx#k?>vI^4Y$AKuk)~<K6Jq@iM8}3K2e?MSJ(pgQAee* zc(fLhl|MLdnsZ1Ba_#bvcYj57Nql#(B0r%QC8qU#^JkQ;&x1<nO)U3Z@m>m_5-KG= zhxhwc)o6wl{Ia23=)Jxd_=EGX1S$)kzDVV*Ze_jM-<v*R=<fPQJAnWP;a*VytJdq@ z<QW?cq<<%a!G6;whM$6uc%&$A!e+qj5}E!Z<cT{9eFTzbl~Mnr6oT}gm4v89?@5H_ ztKXOU+5oRr<#w6j{E#DmpvEM}0%R(oGhJpD!N~_Qnux;s)Ao}i<(ok6I_1BGFGPEi z*<9%v`y>Q_d2tUrP|g)E<o65LmY;$yz%HhZf0?$B?g=pB1T7-w<MT1QLYC!=sQnYf zM|{xV->vyyzkj3mW;}|M9(+bhG(9p9JkqQ?7z*SjA8j0IxX55V?PTqf<)P6xTq8|a zz%_OxZk}Bk&ZBVAt5?qO0YgQddO)4?BWj1z+(E&V)QB)Dp10wPm<;6~Hxwo<xvj;* zwjR&Vjc@f2E_`L(8`XPa=fR!WFcab8w@*&Z5}jF~IrthSlX}x`zm+z!YgmJN7dyIR z+VMMZP^wx;ND$?0oh33-Ns^$2mDu3HCrTOME_STQu#4rN7C?>&Itcl*e?zN>p?!Rl zxV~7)>ZSw0ojhPRid|h}LeW`Rf2dT!a`~oY__$MY5w?}5@mljJV`k0rAjVdg=YGuf zJ3cM%D(-q|75(Pwba|Z6$C{tMA8dsQwCCmga#g2dY3x*m*FtOK@&jy`i+6LC!;I2L zWXBicNw9&>yOm+EfYju}rnANR6&3-Y;t5w8r3lW9@j*wW(AkM%__#?EHslA)z~;QY z&jRZk)ZNFeJ}KrvuhxpkGwWAKbs~*^wLy2VVX*{-tc-bc$EC=}G9Q|K8a#HoIey*s zJ|QOTM*J}m{!*=9!+Fhze95nMt4zG<M-hl?8WD#mndKF3YAds_CPnu$^d!uE>O<sk z+AAKc#?Phq-;Jy1A`%P8o;Hj6cci3w&0F*d+$Yn$73!&OW(CiNRV$%K-^4H2L3|r_ zCBGfkI-L)z`hDPB!$t~cV%3p@1c^_`#-VX_Asq0)=|8-{mC~&)+ei88Oao`T!j}~P z&pW^TI=Q%}-%Q}aEPM2eMBetT+j^X~YgS+?R}|<V{$n5g!Y-~}d1Hw*B#<mFZiwYw z4=Jm)l;9Btt_ZJLgaOJl9q2XxM&fx}l<<O;b$}-6ENPNH=-ts@+4(3$3m9t~a#tq- z1Z+=V-&$+ty0MccDjt^cV--Zr#OT-%07X2_D$kJri<86FA}(+2j!d3ioV+@isEYN2 z+|rE3bjfGLDJRjkIvkWW!m#o2)6%G*%fA`Q5J!}G9pkJvBkxXM(lBwhNjGwjT<$VN z-g%$I$zMISuIgWfWF$yerDv6ove}bPfZ#$}g5ev(`6l^{#TeM|Q(Tu#0El@foBsGZ zl@r^EEro-XT(bljEV|z+Kl=qn%~1CUc;g`NMsNJmlw4C6GK(C43X~3wm#gOGm&Q&j z-HmXwDV7-s7*&nYQWQ39hoaDVG}fprkw<Q5G#0WFBAnr1lXZB)1oZ+jl=N38V5Dc+ z2Dm}^ut05$=dtRi+$P`8!}Im+{C85|HDj7>P5yU|2;vDiS@LEbXZ<qtNd)){?Lwj* z>YUvG3-~iGpW&TUZ+r*`q-<ko3-+<Uypjc|Bu0&!>ZL`1!is|Mk{(3MP|!78=6^wu z#~l;rd0n-l@0GwxIf=<dR?e4OVdajX^gc>@5yD{dBP%KvJKVh4oA7@WoqIeJ?El6q zmC93!q{3DtiHtnuG+QUBRGxG|*oq{n7E6pBDo+VzUnJzP3Q1{mcyemC<S@srkR^v< zvthE?%+A|yzrXk2UfX@&pX+m7?@NAic5t$3;*!;mVP*>O=-Tv^^>5=t1$J^;2A#Ep zaAm7_$01=yPkQ!FQYM~G9PVtBR5~&Y<hffg5nOn|Qks{>cIj8GLnm}UoK~&c^)2h5 zDgR(^*>72Hb<``dpA5fS(fJ-UG-zXODt+iipq9v=!SF^jL^3q{j?c)=CY7NpK(XPA zV1><pi~tIwJxEeT5BU*m#7jIgRS;T^j|@pzdpG>&MUD&Qn~L2%@EHA2qpDfZuF|&2 zFw2*mx5PS1r>~(kx*}Mn2Gl^je<%VPFQaC<Y)e)H<jc|N(-*h*_%HoK()|QtSTP%- zm8x}=<msK^qjxvX!n*qHv<KD^K;+cfGfUwX>*M_r*DAdK=x4D#cjwl;WiF&WGs9g8 zc?P+{Q@!NN%Vb{+V>}htO47{1Nsx9sz=Y(HW^%smtFgbrjhKA$;RZhnuYNn<TDWf> z%T2E69!XL^1qRSjb}^9MtgiaTbyRJ@V3RAU+cUL6GQWS;e25i}Y#b2y3<Brae$bP= z*p&wn#N6`;<muUh{Ld4}jI)#^Ol#9X-l9YPrrQ^R<<icIHNLuf-+eXlESjrdphq$< zGM(YEpKF^ivYcQ^Lm?dXD_Ro*t-hZd^MMd_-{yBy`v_n_r-{4rJt+X<8*lP+X0^L= zM0x7cASMqrUrGU7m14FCt$F$wZ#Ta1A>qwJ_n^0#L~l4@cyMS7Vjtf2%dfg<0++U( z;d8RcxK+AmY<N(Vevp7W7C#Pl2mthD32o02awm>DGRJCLCLR{)i!JEJg=dR6>*)vN zCKp=VfBrM6w{6@j6-b()_O0-Li)tOTxvst%iOq=qVl#2()W}QSOv*P#7WvPd5|()6 z1(`2MYHxq%9VJ19y^Rk3X!)|clX)jQ&L0n>UlJUK_urO0&fiFLVLfy8Af_htcTVel zJX?RJuB-cn9EZ|oMwK(*r_>#m7#Q!u%_g<awBAMle2L)}=588@8be~JRU=Sd(FRY= zhH3v7b<9{h^+M@}-6}S*ssn$l&XS*Rn~P*wL#`YJ`0u4P>sN%So99g94TO;<cT4MZ z1i6q7|3<?-dbrjIKZ@ys7aty@vC%x1tI{ft{<#iDy>!R3*wWvUzuCVKL-3lc*dEpn z0Mn64kp?aX-n$i_i`uVvmUwU{Vy5s3r1E$7uuLvo>)g~dnWjmHUZEVuPDQaIEVTDq zdow<6i|}92T<(k&uMb9m@Io);mqn@8oy}iCrSx>_yZovvQ9r5>JA!N#A8t9Mj-Sdy zrG&vIe}O8b&8Hbz912e7N}Os;STU>$a}EGCZlodSd)CC+<7PsO-eRt$%ZlX)16*ab zUHsNj?!e~`%}fgdxi@OSYdhr^8N~Kq{R?3(-<AVrylp(e<6oI|nL)z?T-3XY(QS%L zIssN-BH6@)%$xA1&riDM4<amC9XkZi(C6*v>(-x#+S%Z1R>s*Ic8P!a?r+O@Q=-{C ze%uFmHD{now2O4tVQ|U}dySYIbt$qfaV0sSB<C-HcdTtc>A!|wb){p$q*KbKAjPTc z4%|N>&gp@kc7ODIc(_tbr^QZ(hHFuR8f}hBnda7EL^bDwL@|RB6Zn4&{%uZoc@TJh zbt|Lc<Fp{rfW2>VuX}R+8-+d?_x;m*MB(RDBmhxD`gLH@L-RX+>0~kECcTZVLy?ZK zv`0pLZ!eZLz!m3+-kP_%Wwi<JUvhioFV>5b6@oW{03Ny%>#JU-WN7jT;ybLk3iKTG z8BKj@Cus4$><9P}#Zh9QGbd28)RU%{EXO(o;AprIGG~A^JPIsFogU?1eu2nfO=Rb6 z6^!Q~kXEq{RcJ;=E^WW7psqEe@M->>VLz%>B$H{cf)k&SuRB8h=F?U|dDz-Y>}5UJ zrii^!^X~{f31e~ZlN)N7S3FxGm172%_Mg>h|3k~+m9wpg35dtSc5~_sz#Egjuq2wM z`~$Nt(<#`Gp=1fK7DRq3le@Kl+%e_?hW4Q}_G9>gk3#vp-XpRV(hC?J_Y~-+{9m{y zvg=lR`OuvIE90pHjoEC77+J)tQ+1)RRD6)w<)G)8=g6xS&|Ck5ym$=nJq$1LUBUJF zFi)9RzZ#w~8{DS&H#?W+y5#)A6Ndo%lqC8nDc|Z}ESd}}Sc<B*s8omY2scKYcl?AZ zOo>}`=Y?udCN@o+e#x<=vrl_Zn+<h@K~M8uiAvv}y~L~KT;`p(CYWxc1j3J&l-V}? zB2>@4QoOPXDZA~=9LO0o6DgO|>v{-&gc|aYRM&{)h3U?ty;+kZ0vAEIaeN~&bRy7n z$<9N49_JXsvxBeDd<o+vpUZg_x8?3372qer2zl<NDJDzjd1%7r4n`8gSwEl8eeo*t z3ye1q<^GPtK&!|6AF?P!DRDy8fye~GI}{f{{1A96|Lm)iYUKrJU4Xd2cii=CF<xVm z%LqlC=2<Fu29y)37bt0_ccBV9C>Z0*F(Hy>C`<AcN^N|kk-NNxR@|R`Gl%4wpQL-6 z)pMQ$B6bmd6D%;RPA$6VRFT_sILedSfi^-~B~IrfbjG$tX-t9XGT(#^{}z?*-v*JR zKqyuJ`>Yap0CpGp+ukf(J6Ip(BTWhVI?VXh11<wfhn<Dd<q(_;jCHuMWO`vrTy%(# zOP6K}K$y^K;6l`o*bYgBG&oI)Xb)D>oqXPt9?>a?Ey8xmAyVH^(~ir8nS|ikHOc!4 zRc?X*FV*%vgtaNEXJNcMjhow+qkv+=w)M1xUmF*WGV7dhtOi!W(=r6yY@pMef9)ly zLkU2HxbP1II{~>X;cp?=8a5PZk2upibjivM)$r5&@bx6U0|iwL@Pqnil&$+GPq!yL z9?`kxC#!k4*9-PRh8jl)l`~*?x4$Kvy$tl>4K+H|`H5Ay|6*8a{0oJ#H)B|NiUWU! zuTuZUo+6erURT$)X`FH7bChfG;i&VKx7|QJ^sI?g_MmF{ttiw5)K;*qIQq315r{Xy zg4of0sC^mf?L{CP{Q6`+z<W+8^}(_@OF~|?-92r(r1Ezy&Pz4?Bo-4sL47;lN-MPT zeWUA8{Uur!0>?geKQ(>sLfKnp{~2~PZlp`T*RC8CY#|T$0P{;H3EU^QEoLT>u*Q;4 z7*H|1+qwtu@Qr5<&Y^i`t2S^y@7d6$fiI)#?wU}Ma-V!-x>j{|33(OZ6Cn+NXzz&j z3%+4@10ORju>bPl*Kld9boL8Mm|J>^{)Fth`Jtkz^)mDfbj#=}UezAM;^+q&x&BT> z70TXo(z{%@XpUy3%k<d2&SYQ05ono#%+w8P@ZIJmQ0*Gc-qh|hK>N+`!c@eJfEL~V zxK2b+An)QSkD0o{KL<cNSxGtS5<`u1W(DBuk5C;YaT#iY9z16(`XWWUdUoGee%u-L zmRQ9!biOeel0|DaJT2dvV)wQzM~bBDum%kf`YYhnXe|I(f=gLC)2Vbz{=waUlRzR1 zw#sy6U?ud77xCu|(bjwzHB{aHk`O?60CD*8R%`doB(Xq=_LA&da<kS+ghY?8X5HQ9 z`12(A>>g$k%LS7*Bl?)UT61;%>|P80wFYTiWLZ%k*EG)0C9ua9YC9MdWnm>OtR}a| z!-A;qDA}8+7K`Ts0h<=~Y!UEJYQ}?|;;bbtcv0RCV5+bUy(lINnZUp5Y>P_j&!1JK zt%pAX+s;Dwd<lTFGr@b2XD}Nx?kvV?&|a7o4FZF-#hfQ*kwuwz*6UzEv;CF2S{+t) z$eee-&{gtE^NMSCCEl0=O;=y}e15{2gcUzhM(l8iTLZr%e>hu}lRyA9;a*4lkhdlP zN!NixalfE{VX1rFyBbM^*k=#sy?9kGE>aIs$Gc~aK5>JiAX)O>i1Os*qSB>hJoJxb zKiv%^^_;mUFx^d!`qMIJaHz;=Ch%`f;a?-K(3bJ?QXTq+{uchLsQ5iAIlZ)c$x*0r z(R!vwF^1pg90tZ9XhC;_v(F7k=S-!{KL)`+8ZzAYS7Xo;s54Q|-<_t(Ks6&b5$n5) zxQba@SlxSgV-2na9j1Tx`u=+|&wSvNTC@?X^;x0uq9=`~%{pPf#h!XD6I%`Tu4pP* zP#RGQ+>yjQvvNgY&<x0zRf$x_tL!!=&*Z}c&4kKoSTO~AS9v6uY6AmIF-_>hf3C2q zW>@T^cS+d^Fm}w@(a^I+Ft#;nvuJNp8T_eorf6Gm1mh~k<2_+U?U~Q_<vP(;*ITlb z4{}+|PZ;cXcm+irqbdlhpwQOi$g}x*{mFeO@DI8DdP3Qr^p&Vn`WV;+(-|}+l$<t5 zo1N>wPwbQiC}S(21EMXwRLXh2+3Y%$DR0uv{)t%v_EG&@{byBi2FFfE5>ufs)SXg3 zLBi|y7tGwuPUfIS;MZwaWnq}*w!|S`39ER5kNq)ntp%SM^`YBK9CRz6cSfzZZ=qFT zSD`T(_wmtI_q1V@GlO@(Eq-#C0j&`Y+$gFdLl^z;LrBkOVS#?y>QAj@;lQilR+X0o z^@638<HJHUdt+1j%1Zf;Jp>orDe1KTCcI(OS@u1_fBYfu&+AB8Zc>rE$nNtg6WK0R z>ZC1~dcm;4h)^@%-DnZ~oP12DgxJg&-*3iMBluYbxE1C-i9`O58(78eSN%#_NKN~f zD{(8-w9opE`1*r9%zM2)Z#X7>N@GItVzfZ3DfhR=78aM+cvJf9&}nE*9-=*L!7wU} zl^a}Fe7q9Tc-rCyU9tLZDQ>ZwOm&q;^@}SAg6kn1X#lNI97MFz-^4ttKCt-6=j+D{ zx5w0}0XV@(62)Q5Vk8Hz&gJ8`Gd~Lt)VkRhS_yPEjw+7^!sk{H{W%zb_R+oUAAoA^ zTv4w>o${smiRRPFNr$Kb;fHl8KvK{~rX&yl3vJi`(@@t9AlVT^ab<RM%ihx=t*a)c zK98NmViz9Q!v{m2f~O}8%C&jT?jn0`+M=OHcrC*}h7=SDH(T5p(F5NOVL8FOAc|S< z1au0*AdG4%UR$ZiSxU=BkJ^b0ve=LhZ6nHRu{u=0UDNhbnrE1h+#B^_CF%s^FT5al z!WXgdgKK{oZE?lIes=gK@(ekxZH8EKcF<I#+pV>W^ps#;D!G|EI!q?6(eGn-Wl9gA zAx1x``<bo05&~0xS$;ydE)PF0sa)pWhkdjL-s9`c$dBLhG4AuCgk)G8byAF<xZ7?` z#&sT8*xRo4#^#*WzIAI&`q)^ddHHE1PW)w)OPwycS)QLj)gCivsZgRltYhFU+7t4S zx(l1ArG{=y#TsQDQK~x0RW>KwgqPujQ;LQ}aqM_=YnqNip1%PQZi;@X@2lN~D(L(r zc;Y;hFFH5L@}Aa9(y+%Owa1~8hHT|+@3G14xy-(u62~Se^Z~<jv)KAe+#82Wqeeox zsHxVXnV}0qo|R>L`uU>_ilCh5@vKX-$3J&p#a@#<HoALrS>u*oe~zq`<uxcagG~zb z)ELe8JFV=NqOg(Wj6RG2(djQ}Z9G1EMWiVl|MTVeCio@rxB7JyN~0Na*F_vDe&PJ= zuh%(qTc;z`7-NWc{Fdgd;)ix2Qa?~9)+uh_PcRf`%B+)}3vGJ9C<O(8{(n*_=P#R{ z*ALfJ!t{mN1B#qaiI2dgY5eH4n%W{#6+H|h_N)MzAnUdYzWBcCRNYw36!%+^|G}Z< zMSY-4mV(Ua{454jd3Ou5_#yCFaKu$Wm^=-gK6C5RYt6-C2#Xv13PR28-)|&w|6}Tm z?gUdq6N&(ex*NEFLhQZ<LE?Aubua}BQv5S!%s%xd;$thn&yrqXL~DEM+nH5=+tp~g zZy)s^*xTOE^LBt!il=6}whaK}o3Yr?P8^+vw(J5vQXf;q4|CUo{O*5JGDIa~Ke+@! zWE)SACA6=Nbr@_ei4WybGsaVppZKBSld1B?ZMy$MD=+Tz<U+_JtHH8Cp{9$=H<mc@ zu$alqy>(2b>O%X_9pV?LmxgUA>N7Rg=SCMPO9OaR)x}odg&$1G&zSL)=^Y1(#*RTN zFTO8+-jpFBMopWlVnrLLgAQstiy|`0=0f}}=Y6$*L3pc$HpIoXiWWzbyUboUZX5F@ z62YQVF)MF6co*cEVq>%r-sAvh#t99h%BX1`OP*hU3^&)@@I0-1tXz#~GM2d#k3hHg zL^x?E%2vHVTB4OKJ3_O8fc(x6MA)4-WdBV%hdU*wEdCG-uNW<%hiCk8V%)X(tI$V! zQm+S!ea;W{b<FWvLej0s>406ZLwJOHPP23E1SH<N!+#eYd<YlzgVn7B1ShlII2$H= zZ$CX>Oi7Y_Tm<qJ#qQ~`XBF$vX?)<cK;Q7oBMEReaC=Uox=y%?llO^Oyl`R37y9BG z=rQ<2Vuy}~RN00J@y(3j4a(yBt8M_Ri*SR~OFxn`@lkXB2Qk=lz+pr>&DazA>lJK& zUqgq|P4J6rJFEinJ!%F1fqGykZP=%z@YeH94tj)BDD|Tqh~<K(Y;d8(VRm;h+Dlyd z8v1v~`M0sRDmT>124etKV>Z#SO$+nwSse?npr_vFBjO9g4*clP2l=$(Uu4p1p~E<C zC;+0XIW0x~Z|Y*XL%U3oen~~1vL*(4m-8Zkri{bR<PIY&<m>YRMz~{-PUHOxv_fMw z>pW&NBd+G@G-gX}*SO?e{z+weaz4*!CP>$Kc|QePis_Bm2(-c7C(jE~XF9A7Vly;4 zvR|VVzEUf9V^$m9%7#GWo#N%hi1$=rw1+6A@O#z0q6ZN6or#61SY->eLixa223;r( zYe8df=}3BlpwUL7dzpoLA#*M6rj%ggryxK5tol8g_B;|l_7psS*6>I2YjMEl9FK=- zlgJ8|S-hW_=Su~Hy`UC6#ACy0=Qugvap3q?k4l#HoX41Ii(&<N6AQuSH{mHTp0x_M z9kb^#DTkI1=VBz5OeUk|Y^z(Q6=5P_9XOSazgK~a1Z?34t_G~cXX0*sVfg;d_&v*q zDb&ry_vS~Q@?W@4(i^j4V}&+9M>~8j*aZ4RSCJ8aEoPc5fL=<(gC+sg&fpVr&l1Da z(P_w?{>$M@FsKYF**A+LMaL~)s7{Wxn<dt^BU7@IT_7VOqYxKHiX!QDkw0taa>%dR z!*J72rYq$s;-F8(kp;QEuA3LLI|ZA#*6HyPDl(ds9j(n#a9wiYfq=JCFP&gSM;{}_ z$+p*l)}XDE$j26}#A;Z=*eMF>7k6V2uF8Pt<?cUlV4cOW_c^yXRq$NoV^#`x)lmq@ z31->X<iTvjb;EKR>f!d&R%zTH`jSu0yMRukSReSQmQ};J`GuVy*sGLjvzM0?I|ZhZ z>MLH*lTVKxg^*5S_L=xDan2z3N}^NEY_TQ7ukV;hZg116H3xh{Q748>kgx<JD!T*6 zBIaB%n-N+pTmw1e;VJS*c?g0tLA9Rn2*P&a*s4h@gV^0u@w^{pQ2-e-u4jL1+{Baw z0)I@gn>as!yR()b>3`0@`UY4WKonD3v7ffJ?vzc|kvxGA5U_=8lJ7H@E_a>vwQDZE z0j)BRm@4Kdp-13}!oAs@WeUi_h9cj88PU@IuO@Lz`YGpuhhP$s@*dTl<QhS!BKG5V zYPI+|euDnp*?T>ak#O-PE)?;OC|cixKRzB?w%q@w3+Fvtm!pTsFOJ}&90~O`%5d&y z&;!Kgf($l~JUQFST1eQ&X*5%}|NNx0!Vnf+*)601mkG3To*-<b7)m9Z2O1P`ioTTR z6vvJYo98Gv8wP7!b>$kr4aQ)rbxw+jh>FB;7_Bc+6q|u9jWbqRdw72Z=~PAka(sg> zFOOsx+@xj(yBMw#U*N=*fv^*Ls#~v}U$8ztM}4(>2q`^g5q{RZGq{;yN4WvL|I9;? z@TdPTMY<31d&K?pwW{<MhC#F!j#fen5E;os7*A1h0NtMsvNqJ79$}UupBCDwf;ani zQ4Hw{@@BYhBkl}ya|wvxjv=arfxJeS%Mm<C`n!dp$vAk&M}7H;lB_yf11<RkXeM~X zKiiOz#^>o{9p6cPQTd_NH`<rtXz0%&Q*{)rJ${SCcv!O^PC6C6BUSvI965h#JL}W@ z=9!sfBiM+w`|&T(Sxs!lm{W&~pC@JT<0;}vTEODPC+g-%N~T<z2Q8Iv^FPY!>>)+; z$zi`;td(|up3`Cg8<Hp#Z*)@kZ$?MMUe+}<Wwoqw4Kl!;@g<$CzqqGqVAzmIc?>=< z8(Qc=vVtQ`V&!lkUWtTAUWhBTWfAA#eUCN&wLq3*x<uO7#3?ps0otC>KeLF-TUiw0 zwz$`1@XH0#TVA;yD@~!Kq<sJQS4D!0(lC8M+R#4Hn!RqRX8w-~`yLsas)3QLbd9a) zQw1c8#ct?!)Tyb0gNm+e-*3mzo9Or#{FqtzboUB^X?}Mfg&kPo?8=Keqzd6ELjJPg zjJG|!<3;bbrG68j4$g*TTR>aHcC|vt&@=u8^n%$yc}Fy41zgqq(=1nTsO&BB&y@Jx z6&OcH)sMbs!n|tNFkil(^cCH))cKtirOl~uaYeMDML!MUVtcNgo$3F0YtgU*JM>Qb zqQUpwf~r`J<-qgRGtTApmhpG#!En;e%K1|1MMp#cDJO3e{TF!4r?{!b=aH4fcMD~Y z)4e9cJBmB7zg$MB`@UwambmP60Bn}kk2gv&uyFq#vsws9tnW-XIpwQ!Iyj}PuI<C= z7VktP=C{s4{z{OG!n(dH3+KnB@xx8UEILj6B5uY&ywT+})@b~~zaU$BiRAqbRwa$g z3{~i!oqq>EMPKgfmAt$8zQ0o?#mh3P(|8vyQ%N%(!I>^P+t)@b^R=?n8}l_jwNGrG zm`bjrQ&ho!8UE$_h-UEyK$)AA@6C&Pb>3V)nG^CRu8*>K(7y-qsrHp|WYBYvaAH4{ z_`BOQo|-UqhSHv}RV9iVraYF(J3b3nQCiW~h;ZuQDbadn0t^n*Zd6_VZ(c{A3={uw zu~sB>9@Xj46$D_@A-PbKU65u^$@)Ohu2kl}sS(T_AM3*`<HP&(FG&@23eWeAwtMCH z4>kLNX}-G<LJuo9g1avz8b+_vT-BlXV5nqi+z+YRlXncT5_^rR_nv?%CUpCSQY>jF zb=TBr)aZgqEB?F7X`J^!^G%FaU&@?iEoc(fF_UHgbZOc^6`O>%QNYmPA$lwb{p~lN z^@JbK@okuI#LH?r5mQ>LuOD;a0ov&=vIf4)UBN~Ci^yFv?pE6(=RPy|$7lCW=i_8` z@t*J$wx`7GDJi+xkc#w_C*+adqWaK4!Kt1yAENNj#o!EnzBn;zPXD|`Nw9$1-3I;^ zzu0{7u)16RN#4Ab5bBQUK7YZ#oImy2u!5sZ`3djaM4MHiJsjjX#JGno&223Pep$a? zz(6f!B{kT&DL2PJp<c=-Q{;X|pd?*KnMP+4HY1nYMUPZV?s39yEi@F2pLkW~iZ?8W zU+eNe7Qaa-`*TuDns_qVyOAHcoC=saa1<4sybfaX0q5o~oLOq@aA}9I7WXzsdy`Mi zN85kMYFJ5|17C))jWn%_$G3-10CIw(;HpO6m(7GO0Lc<tG8c*=BhP3;2VFF;G_7=I zLxDsek+7aD)9Rq$+G2=9POuXz?yfT8H4?stMQl#XNrZ>Vo8FCmOJKx({jvrMijN<E zKGza*7Bl%%rmbyKMk_p~FJTs{#`<Za43(*nJ!adQ=eq(2$eR-zyCK5pt<i;v?wGHT z6)er@_lX-6Yks!(L_VUCUQ}xQPn}1Jo}@+}@)a^Jorry8_Z$9I-fEn_yvQE>NV6h& zxs(og&Mti9mYF2pa1HhZTiKlUCV39NR_j=pNUDE1p(P!B3dC7qS8C*45!w`f|L6cp z1st5xwW6KWXl4!%PRtNM;y{k}+i(<i$)~*(K8~!_gI_>^1kkk@T>|@;$W#}Qy0Zg& zNIw#D<wG5lwH`wAWV|)35OL}nG(nw`#q~Yi#G@lo$}J@2M_1r8h~j|4!eFdJy2Zk$ zQ{DgwM&x5hxT06-R?zJU-ucc5RMO0(0qkFJ%H;90P$wQA_KM+(cW&(M<eNcs2TZ3Y zzF6YqhJOP;J+BU0N7a-chF5_BCd$ctZOLE@M>aG37HQ?v6Qn!4f*MWr)vYL)jP3so z-8T4U(EnC+DQBI<qfhuW%8o(Q=?Ipw$c`=^9Lx!q{j)f;+x-}ueO@!BO1bU%M*g7* zHn|R^yy@!Qra=f0VnP_165^79r}*6cAuOJIHGAhAp=v5J68pkBC`TxJ=r91N8~9j% z&ErMgl3jQ3o3Iotu)AhOQTrnPB~G%75^>Pfc~<v91-{C?99c!U{tqurkzSa_+wGz5 zN0)|CKkAHVN_kMYyeVe~y{Iyn{U&koa*xCsp*uYOTJS@ED<CDBAT1fB&{0Zm!imA| zo5eYqG|g)HJb<&$G^C3%j;iQZo8CRb-DsD7rj#Ot#%j5s^Hy+pp7z}A?l)=oywzry z8<1nFBe-bBD)!Uj!o`aZsn>aHZ88bT&{DeHB~PW(BFgO%xX+{9^f4ig9+|<u>9NKY z*_z*B*6dQTe;b(MQTwlW5B6$|rrL9k@EDIp(7Nj(JW6Y92SND7fYKrNOu{OVaSQH4 zDX#k;*Y6iaS1`BZEAK396c_xdsQV7p3P0(5;w`Z_PSaEW;sDe9x*~p%EUDbEwEgHn z%dHL3TD9G_9Hmg(<`N&Ak)U+8Lu)J-Zub}wTZrGJ&`i{`MGL+}Y%)18MIroMpRV8O z{gFkI@Gg(s|4m5eH+jr^94t(eWX#mk6a2aSt4}}&30@e<XZm5Z+lu&5h*N6N(J@k= zXxq<W-9uMJ%rA#ug-1)@$J3h>D{oLt87UPpkSfvX^|MFUM=WV5=P*4eb+Me6kNB^! z?gm}g!!nrTf4_>pQyN=r33)=<J?I@SKhzY+x`9?7`bEt~LVS*cZNJ1j_}DgQC%}4m zeN3itLFC^8DoAC{lQP}jwbk~rvn^;>s;MWm1f^=P$kfh7y6wL?569p;oHJspVnsd~ zGUo%>kn;_a<_M2jJNE0KkD|9vM~UIv2ZfjhO~$5}y<-HZ|0x*L=QL1D@rksb)9j#r z8u1}G{O;Hm(T;empfM-<p0P3k_b(F|3lehv1@0h1ur{i1>H3D}M;jj{Y*g@ocr2F~ zLP)>o{PQTI8G9USuIfy!*-9PqMmumT7XeS@8SX3}K-}pP01iwcEaEz)Zgaat)&f02 zG#y&QP>g;B>0IWJa;rSNIb9HRwFtRKmdER4>hRvtx1cQjcaWhC48rKwSn+=D@!A?f zJwcYi8|Nu?Xc71Ph`Z_za$>`sQqr#sLQefbb+lqQnrN#2s<^IR!R##}IHlhX4+(XK z@ZJEO($x=8y$OS?`6~pW^e(1I71G|8-)uJ@*Y7&$v7j@S8s^HmQNY}hh%YbqGa8<# zFQt_eWV`3}L{dG|Fo%*Q3w{3iFO<*eLEJ`ibL^L3UwkGZ7a+8YQD@cFL0F+MPxaF% zDT9mY!IJ(-?h{h>4T5e#+PLswH=A6Y$lLUhCEBF;mg{@kFuEklADrxkdNaaoxrZ&$ zjYcK2JCF)+1OUDoai_U%rFy-me!IBs_839l^Xkq%5p7>XfFQtEQS!(=XNF}(c(Frs zTz--}3ATKyRTr3*Q^52#B;b#`Be@FQF5KOgvZdZg{(0+IU}3MW<?{y18A<wt{4f3v zDtW;LHP#4xUBJ<AW}m<t-RhSCf3|fwEU^tI(LPW%7~#q2Zg_{v{QNxv&i-dau&MV8 z;=7<s=RV%9Wq%4IEPS<AgW<Y_7y2o=i;;_0<t})9HT)y~1qRT9j;fkUfOy&+OO{A) zb|*6nSFb0hAC&#`!55pPIH4Z>;U65Ce`@Sqn)(uu#zuWFcTFajBs!tfJm^PR4;L0k z{nL4TcX?yhL*uu;KjM`zHBOrHohiNJzClZPhO$rki2o|Z2^|SJ9a?;%N9-O%@rJ41 zxi~W~3m%qJczhWs;zcF3pFh{4wqyVD87SZ6dyW2_(_Dan2P!w?c*`pg=||wv%Iyl= zA4@n+X!TS-AKO_kURKMm)BQkRQ2e3SJ+a2~jOWmC&HVL{D;8L-Ip&I9;<)nX4~(;N zkAI9h(TYhcFhz~UJ|h+IB{Cx-(veCj6bF3x(#iB)b8pE{0N&)jCExcWzxpfTl(LW$ zSNIp!qfZAx;CkcEI@YxbcS_ycm(QL)ZA!v?Qz&CJUC-Pq_$$S!Nbb(($Cx0k4K>s~ zySYWLu$X8-Sq2#5Zb(+QiZD?RNjcp7Uzh4uBmMW2v==a`WIFe{k#8zW&$Lb5et@3+ z+5K^wMVfCpg+5t2m0VsFwqt-1aVG$CBGDDm4JdQplBRs(A6Wfah8R9R#vzzbJoKrZ z(gjfHv*(rdZy8_j?(EB1$?!(bKPPmF-!**up}@M1?LwY`;9F+c&wW!AjrL<YSNf@2 z!#g&V#BUTzxDmJO9XHPU{tkZQUA_yAN$eQbA6^n_x1m(k47|8FC)$(zh<Dpby`^qH z{@0Uu`7iuLzi0%bvn7mgf*ry7@rR$HL%$i8dp8&_sH^kK^(sOWzsD@fA(WMk-5CZn z=k(W_#qW=&wXdQfqDO%R$>50n%KJ0=2g8jp5@;)S8h4dUScWz#Os()=(kI?4SXOw- zg;)8XAQ6ngzrj_U1+O4wHDttK%%%4gWb+<%7_mvT$DOv--TRNWuRb?=Y%6-fgP}B= z6fOGKV-uaad>dQKyrRdY1M4;E{J(YM^M-9ga8m*6Hh$+AS>z}<FZ=KP*ttm`AV1ht z`%I<B^U^uDa)h>BS?UK;GX-^k;Dyr;-^HvYb_kUAykiF`z4cThh5_Xo8TNP4Bk0VZ zfGz>*faqBk@miCi>g4UdBWS!o*PB0NIW|=Ax}Q3yEH1E9Rc-eDkMRuK?309AN=Ky( zB6%{f^;gq;9a#0-Y#eYrU8KHTMqo$p{c88=V`oBYg16YVmfVSUuv-jw0$23q1WIh5 zSh-2uV$>sB7B_VZ8Xbfw16bv2ft{=GAT11h>u=xhll~j)E-Q|>`%g2hU=W|Xt#^0$ z-fa=Sox7|YWo9*IAkToQGgnq08M)iS_MVmg>ho@+kUR-aggp(R*wYu{Zu*F_s?*ee z7e>A6&s^H)Elx6{%rCyG50zzcfq7A)nb}Ak1a^2C?r+0#UKQ&UmxRBZNvQuvKQ9aK zjINGNMS9^*Sa+Tuaa3PXy99Sql0ME+BFJM00RpYHu;e~eI2k2fj#z3kMA6oFoZsuG z?SqUxuZSBxN>QCvd>EORW10jVd?0!~R|8vEKf4KJfoIFiA-ILdzX-DKJsYsW1X5}d zthVN?mFAo;^*&fQzFIbJIM&n1oRww*n+ud<(FKCfTOnDWPijwSG>&Ls9ug#DBG+JE zIK`FT*XI8%n1!iU&+dimt||!UwmIGmd@5PDTXfcb18b}mZhzjTPX)G5m8I}K8t$kM zNcQ2`*y;EeOfl&_9=D8{*CWVO#}r|(yTw^{E^G;pdAEt4s;1r~jdb#JAem{@WHxyE z67kEWYV2_U_P3-JBwCoWBYq0*ie0$allG5v7Q0#vZ|YC6@zY<+{T-=(cUT+3W8XHF zKY=Ose>gijNo~)LPcM<^51X4z4Vmc*q@-&WMQ&n4o|5(gfry8d<l3F~Or3mcg(#-> z^E`<<wN{gXwJ%J;U)xt;92nD9aQYAEzC%$M2=Bepz2o@XvN+DU7_O}~p)3H1m%Dpm zYa4hzsVM(oTHLPaVe|z{?ZjsIT=WB*kgH7<8RKVPF-lNpbaK<bHdWd>&f!}@XJ=!M zqULP2jR*LQVqRxO4(W4^Mr>E{oEDWgo8$f~Fn!58ql)JYhr6<a=j!@|u@yHqq|R8Z z*XbAMwN(<tF=TSL!=T6Y5gqF=_fFe_yTQG^KSm~c4)i`Bh%IR^lR9bOZ(aME79uzw z>nvdm8-gV{b%fS^Fq+<Re7w6LaoV632Ir**KGzV{&BMG{Mcq@Z*F1@5n$C-TpnJ@$ zos?A}|5s+8jF0w~mUSZTSy5Qe-0a+S*iu*AW<jy$xLSzh?h~QHCi*ksscv@j)m5-M zOD*uQ7SwFw1}`HgC2ZAo^R5QM0~42}i|-5f9Hf1$y$v_V_cp|BKru6N5hQskfZ?MW z)gx?iLu9$urRk1zpVjZfel^!WQ}~zlB;N|dzLl6LMuDdbQ+0n(lxGQ$*<CK}^G!w0 z%~%b^ek}|Zj2+fGP6LPI?rMYsL0jYA;4XwTjpR)F+VgN8s+2E+rYF(do9zvV$@;R_ zV?W(ucA{Rbs?hdIrDbCNpXDhznKl+r68<MK&Zku7MpfV6APAyMLPu|o|F;8PrP|dI z^cK~k3m|>0Ys~GP`p{$~GwSATgCheCa7uTKqs785Mp{G8IbgIE%{(vD?%v*4bvFPs zg{fSgzEM~GH#$CJ;>)Rry`^IVd&)LTrPhZvM$@}~m)Fd%i{6d=g!yW3s5>Z#r#LJV zp~<=6xXyz%z);!$tn2>~$*y3olxvF@z!?sGMZlZwI(kE@**n7?5wO2gU(*ta^Y6+T z7Qd8UFfMpns}pc6bspXI!-C9)M^e9nHHt_3fRRHs1zfxEJ4xEQ0`b-g=wIIU+V7uc z&Q}mGPR0(N5L%VN_D0~I{tUa_WW~?U=-wJvZy_$%!ABvpqfYpb-lFyLrb`tOqdX;h z!2?Z@y#A6wy49$+pl%S<K&88v&V=w#Ch8^s=Mkfsm`?bBG&W5GV;@jbclrKs#W>u( z@`KiZ6D@h1Eu}n3Q0N#F;heQ!OGy?CNKJ94R%?X`*>IF4Y#Bdu%i-NDAa=AHwPZL~ z7WC6I^{n{rWQRN*8L_m3p02RN5^AZ!Mr;OI0&D=_(iJ8`QIk)c6T|!pSbjiP?9N{} zhA{we-KP$>UzMRR8a4r$`8_ppJvx+pSab2B^!ByFn|k70kA|@wzSIZehG|`}7oIJ@ zcnjY`o*>%V1(3eHgyi|SQa$LtBj;FO6QZmz*4Dn~AWAzG#R-bg7+w_Ve>fja6n1|& zM+l9E$z>x-18JcV|4f3z8ZK&x&mo(CO&D6<j9oe@$~KBFZFSF|yk1ZiK+U`3?7z6) zP7AZt68Sr2`GJr=AL<El#1HZ=sd`OQ|Dy)mF81eXoBPCEMybRx$oqOLFQF1(p>H1P zt9WW)A=`9#<S&t__>8?QIj(K^J?U4&Zi^GI5dRf0wsH*i#VVc{bg@>uUWqrom1tC0 z^7G@(ouJTIQpGmtX+h@F)z4`2aRjG7vtc)|<2@xDRs8dF7r@)HXtd$&SU48nc)+4$ zB3&%0xaToKo_Gm?-ye0I^l2ga{GRdsZ9=cABbQ7p98+6t*Ff%HwK$EXh5>krbreBY zkPjMgATM^Oa3&G2r+5)TJpuqymVTOi_qoq%am%P9{<{IrJv8VB^;@#Sw5Ma*6QGzR zl?<mx-Jr0%JM(Dhm!QI6K~<A$5UFlUdP~jWFD{d9GYo#Dqu}<~a>CpD8B@EUOo$Z} z#7k1cLgviofoen74GR&Q%o``aFBB?Ijp<?3<4GOoPy4eP0Aw_?>Gr@mF2`(XT#CuV zwD`a$B_f;FPdVd>@Sz2JX0xyJnBa)#3t3+qxK#YFO{IpQ*vemSI1y|51`#i;Bp5Sl zo0Ati_mN>y^>Dx;%3DZg_+S%<Vm==1@S{Jcvv`>{CCO!yQXXO|MK#?$AOH$QAxb1& z_~MWt*GZeLOhGoTqr8l!-@~`5{wL<j<11Ln(Z3e~i^~U9&9Y6Oj#jdA#7V>DzB6Sw zAARMMGtz+RfLrP7P}|soVz<3+>iIv&LRy2vAa(V7DH9d!rX*iei%-1v$>7^o#C^^n z)RB)ZG2}t7a^91?o&mW~^M$G{E;>a%*+{;AwX4y>D%7Oj^=RhZV=&X%S^io;Nf4X2 z9=a6m1Pmh?h_>{9`fr4L(zBw-RJ_A#H2fvUy7{0)o2sDrk)6gm>1h*B!Yn?{t;3OS z5HDGQxcSE*4o}RinH;{K%HiV*RV7VQLg=2)FOd1&kB0mIj}f3Tl9N`-PnLYFi%pq$ zYVJSn9Dzy+NglTmHZs2%58nhBuzq99dDCk54bi9-{4<mKDY3?r^*zx8e9leIrftf{ z5kGuIGkf_FbN)q?zZPCW9A@>3`6|2i8vHQhv%f0$Ir@FX_60rpd1*>SGhDQK$t0h^ z`EYg~2$B9Y(VjN<*iNuYIIeRfZe34Ca|NAg<n@xK$NDqc*z~(@9p|szX;Kw=cvn-$ zV=H){C&X<8uUh@p?%pWYjoE+ZlNmYmk2y3@i-2-a5jmEui$Qt=qyLoJ1mY7`FdqwT zmF_*~GFVd+a7V~Pg5Xu7Nwn+%5IMTMkUicDy%xf~L#z`_s#{PJLmY$I6eF-1`XawR zSdI{3+8UvY$N*e&RHa7pw<w!lRiLfcL#57|nJ`S_DF=}->Fro^h0TT-HLS;rgHHVE zd3~<#1FsEiERL$8fO>=Og}8R}K-T`UZ9$O!O$xIdUH4cf?b;lO-b5{>Cq}O&_3a=I zsH0y|Im_@=%zoY);C9(b-6PfGxpySgVf+jyHUd7&4+#evR<LL?+k9z6!oOn%D<HoW zPoL|rxm#@Ytmab0P0lA>&#U4{0Z8>EsCO-0To0|_FpWpAj@nOM?34b?qB#ut>N)`| zB7VE<<~ebsf0WycN>qMUc+7&HDl(6{a`>epbE1~shUuVx9z1!yWpV9*@krDz@^hq? z5UVUFoW9`ij9#ZONNbG!<-#4Q#5#Nk`yM;HdrW|c2yS{okwv)z7xWiBhW;|YqK(#9 zriRQUj|Xjd1S_=!r;YgQ7vHIkYwDqldbl$A!yOUVAXUWSiSt8En<(<cXd~2d8jr@7 zMNA^o<<F!BS**j0(#xzQeAVQ0E{$CYoB>@@p&9WbEZP-2$Q2_f+~PUfi+gCprilNv zlHS%TmlgiUUjr^>%fE>ltS0m>6%#3!mcvP|{X)!@R9&;%DDH|1vn95>1(&RZ-`lIu z94^qd+#gT)pIgYFuRVj5u#x$r0`3S~4o`S_D~wD7UzO||Y;4C2{5b4OqO?_GjKmjK z`v%e64bYb_)LGJ;cpj~v^YaXK+5D|(;P%<jY_=Os)6iB=FFNFT8WY5kTNey_jZqpW zMeozk4WuwO+<kW#YRs;49?Y9vJbG?)FW>K(_P5k7F=#vcs7<VG*T-wbY3Y8=m~7jp zoIqfJ5X%laUH4Yi6l|Ig^|dgX4do_9lK<hvfq3CDx`Tw>`x<$gfAxbde`#pvgwH_l zUtF#eQOoKS^+fMsv_<Re?sr+~@!5VzRdxL@!T{zO1Fxug@`@eT4XO6?0~y?X9ZroN zWk2h^eHtU}Pq^&w2TfBsd=l(H%%4xM4QCGEw)Ac?pdamGn`$CYV(g!5e`pJ71|HfB zLE0zN5l76`+TP$fm%#g^KfbqgJpzyMUfuzwHRN`p9Z#8Yo>loC#tr6EDud<gCL^Dq zk8vY9m+sP^m)(iEJ61Q59J@jlyn2Ijr(Ahp&P7v1A&OO><42hkMm!}Q6Id5L=E24M zgf%`?8HkEBZtzlwt~Wg`&j)vHplvS=ehAnp&chct1ER-IkA9%TD2%nj!nslKCRyy@ z%30s9U#3T{%GJlHexaDt^GTzE(4u>PW2CH3!CLCevw1ERRQevy#W#!+^nC7qH7#bg z$SgSL5mgX?R|H504w;rSe;UX}5lTJbp?Gv&99WkK$U0m>>YxUU`k~Nr2yJ<UJKc&^ zEwTal|BY`;cq1lX*-*lL&fn%sVUS&f`8^$9I;8K?!w-qJhCp?z21dmWtV2s|)4jD! zMA|~r^=4DJd`lT-dk^$=@_?KDo3q2*(U_(?=zl*+(`2LfH!W<69#j4M2^64Ao>CbD zZxM@sep%f@nH-Vkc_E*OTMb#FlGT{Yy8UrkXroE5E~R4~F=mO6Lp$|-dJlg9rtVnM ztC8bpz!S?wOYZ)zVX$J<WYqYXO8RM~cQFdq+&HL!_X10tpQRl|Ws!6Si>M6VG4W3E zO4B(M+uyIC61`iDS@vfwz)N<)clP#u^QnJnb?j>P=TB44c~O&sG}Z1Nt2uBWWm+Xq zTbwzJv6o0c{2S}QTQ>&zfXp@?spKU=CihS)$%C`+4i{aOU155;ds|N~Jcmc0WckN8 zjT$Ql8t%bLWJ7~UL9ucd&o&jGqbd@UCe7Qu#vAZWYbDjmRPQFRqD5pS2p@|vn{-ir zyP5sDF&2L$0=frGDPXR$>nO9o4s=wtED`%V7|VQbmYubMp|_CW_W^242A8KRwE1$f zH4S$d{-5k~hn&0ynQUip_8X6|9IBdauE<$SA}!1j{=?PpMJ7uc-&YFw8x<SPTir+V z$@r?-{ob?6M33(g!JgK|Fz!W_gR%A-e|}Yk@p08d{$*M9y?aR!GsF8k>KAsgziTb; zq;BwIvs=iN|JD6RQm&E>={oe(V({YL5b2$ru#x2Y#l7)pNmK^AVmZ7qZnO<ch$YkK zuTTz+g|8KFnSd{9no{^Bd!zL<vLsWG4XiD;de$~AQ2&@_f4tbFC;w~9g)P{}^51A2 z;UL)ehT7MidMcfzsyP<n%E6pFttCRPZi{XgzCK*=L*n%Sv>mqs9bJLX#sKp))Ols* zCs40ws~SvWFvTfuEnWO>=_y6}PbPdmZsCA~II%-{a5aV|QWQ3;9J(X6Qv~r3#9w-- zZ7R{H^mp-DHJaNC&GE0UsDB%`+omPcX(!pm#i-UiQcWo~&=#Me_#TAuiN3N2uT1-N z=Vc<mtFHayi;xL}K|lYYx1b$eM+-<1UgGUR97KlUsRwoYcp!IE=~^BN%oq|K_YRKq z5n6xEekp%Cp%dys6>YUvoSA)u&#}h~nGdHdo><XM6ffpC`W6VZ+t(<+&T{@Bsn2Cw z8qONBzQ*dPsJxhI1>gBu_aco2RJ@>U%Wr^`fx2IPDetCcsRI_HQHubM&3Ts{4h%i| z1$t9b<B=Zahr$F;jCIa_`q7*`slzxw@t#M$+Mw}M$lpinM)#W@C#D(yW5^$q0fh!; zY9}Ei2fLLPJr_Sd{%3Kyu@+QloB&qMM_Bk+sLy>pC(bLu`3P1CmNBfzJ^WpF%#Tq? zdjE@CYiLDtlS{zFgG*i>)5qcroir;V{)3;6UO~nRR)K_ZN-JXbXh+a$hjg__35!pS z-KTTE)k5jAr8VrYq^)tUv*xY<V;Ee55IfdGsopLw06M`C$5e2XDQWogQ#0Mn0gEZ< zZ*I9qklh}Ou!|-@o>8g*bofjnb{kXalM9D;N?hVKzq{dH1!m7tuvPeOtZ6>&j>PFt z%V$W48%#90y)H?^noW%-k|l|GAkKJFRnb_j7wcE{LtH?TJXMSd&2FWY(zpR<pYyLC ztb-}j`K=k5cIe$EzAG8hmF}u%n88cH?hb)2wJ`V@s&+}SOSM`5|Mp!?D33At<}uWr z*}%<5knhGB0j&rbo~XGbb9$9~ZLI1}InK5rm&XtX2r{`lkETG=CQi4A!7Wq!&Z)a~ zcaS@^3j_cB^K-%xSUAvBdGBWyxpXdcv}ppbQ)%s=_+WxURVnDD^@#0&I6v0pfG;(i zl{@7bOT|7F+VmpqNxCu5?f}60+qNKSCl9)bVfC5zlCcP@%;d>;gK>1k!WRQy2Z{ZX znSWhH>AapidGO1B_;u>`CO^Y0HF$L)MzR^qa^s%mI@g_tuL0&f)JJ^NK4#?bZyZo9 zDtB8VhQ4@nolJj#;&&^bIpqZKM)~F}<o{fry@6{UjtAbfv$52q5z^+g*Ex3Cj|HnX zTpH`uOcqbWm(C8hO%H#Qf76>7F)3_uUKf8b6smaEY>2xHkg2*F+|>E6(+1pNF(X#+ z35C>asa%^P0rdRYUIL=b25=y*N*CFvVZw@q!|~`QP%~Q!sJCGLd_-`Dsh>sT3>Ib~ zcwqJDVYuT&;0u47^q$8>UOZHGzQq1#N}Z#I)hdIxEkN&jrc-(D6?TmJm-251D$MM; zvC=bKxDZ5i@DAy*sQI6&Lp80bMp-sOKyn?;|IPccN=~X=c#!AM4{f9d5c((w2dn-n z+QPA+qu`U3(4K}Pg153hp_=|7|G$J>BF#Z0%M{5Td2>Qe<4NdqXLX&Wsn~1%f?Prx zH<B*BI;=|gm?U{ce4#k;h0u#@QPAEtoITpRP#yraY24B;m;5V#y1)+Xv$-zIu)$p2 zBDk${^^22>DInftL(6h(3Fby*Q?Kg!Wd->6!LM0s{BN0Y;6GF^4>CE!M!oWwwU7va zO&<!biveJhH+y$E(BYyHMzeu9PbcJ3`pE5A-0;hg5geF9%6Tc<9}KKUe$oYa@bb+R z{B-A(Yj`?oRseAWkn$hLcQ#%UEPlx_9Jw!uA2A%~XV)>Zf$vzBGL35bXE2NPFM1-C zU(SSA2m~YYSeXrh<>R?d@m$)jN1k`>X^6|gyuyYG-wZT_HI6Cvh)en_p$l!M1w)R@ z1-Qwi9{3nTupCw@YK8uYklz^RigWdcswN6yrnX8#Dz>Ui^;Q2ggGpKRrpFiL4qwb) zTqiN=@NO)J&tT?P(e)A@#@fp^f7CV=`E#s22S)keM7G3wtmf>X#~-Gw;C3$6FJI|M zs?lFSy}9FuCHxeE?&Gz&WXbixVMkuKOhtD2y6uznVca<j%7|e%q7?CU-?QP5xe*x* z-1Su`-NxKvbYP+e+7MyPt$I)QS}>ROHQd-4ja)9Smt#k{zf4O}oA_X>t%!0Ld(}fX zmoZh+a~2bQG(8!N9f;70SI^19SSJ8WwndCNH`4XXWh2L_i|+y!gd%Ab@XP!wF&d`6 z_~|D@w=mdsmM@WM)zGwW+MBK(dGLO|lo>dpzx^lmuZVAwS^09q?>gK;%PaKhBj_p# zb;9R?-D8l?Qv;n0>p#>Hr1W3yYCL5#qby8ACGbMksv_{<`FHhKk-KV2HoQy(R;HIY zY?--miWrH#me@gZ#e+7n`YfTk{M)|h-9Ey$hTJ;C+Q=sR4{6yU6IR<MPW)qY29<Mz z=+9jT0DZ_BYTRwezbbT|@mNW*G5N9WCbTPZ(U;uGtoj?M-J~`@CzuVs=Q8<+Hn>AG z??cfn3eF|_!on|_kXXy$j(_}Ls?+8vZ<rpFi}wb;B+z<~K&mw>mU7Nq1^zBu)c!Wy z&Eu_@wo<~~pDT=}|NLZlDVrc`$Y8melRTD`Fr+sy#Bj@uCC5!-e6LVW#jX%#6Q3iF zdPZ3)TJNRjwAN&eoiHzf#YiZNDYk4?!3%cWXo`kS&mjHdEiw{|O&b7ey}P;xON)vV z*xpta8276aeQz0mF-vPof-kID{PwM`W8v1Z(U1IPviiR$I`4mb<8@zJh)P=+Od?Lj zHe(%^9yj#e?)Yf>W<FeeakKYkQ=&JO{yyqq)?^ZCfvtnsbx3m>b7ZQ*WN>NXW<^Wm zeA5Wi=8=TZdvpNup~nR2V-Kxtd@*HQdy(++i9o-`t@U?Yg|z>4D-XR}FnooWS`o2i zAhbe0#^uTz_h37uo=!_~KNLZ9ierfHO4LcZB1cm+=K|X>TC$Wh<8J?b*n@{jYjJB$ z08q`R>^|iD9bBdGFET|wl|V>|A^HDD(Rs!tz5ji<PQ%mEwv~g*%*qm1x#52*^Q5Jf z<;a0)W;P@=Q<RZ)%A6cCR}N08nK?+U++Z%8kdw-R14ThWmTb6x_ah$gfCv0u@cn$g z*ZX=`SX8J>UV&$Cu5|C`75AU+PqT#B<@@ZE>e_+CTlCN~_d#=pryhMctA}Qg0_$!e zUry%=#_p;va^z!&l_d_YyrQL>Y`xyfuOLLeWTy}z`iF3zQH4#-_iW30Z7c*|ReP51 z4>{}*{Fd-Ds4O<)HEqBCX?~qs->CKzhubErr_R_T+SAa!@9tM2i`Ef3k>TxhV@Tc- z8Y@zDemjb)<r6_ia1-5443`Bp3s_~czOxsdNU5SvMBdV_L3Lx0DWR_V&VFf1ahK6Q zPNnxjtmpzy8H7T9@}CA7fG^vXI(MpJQup>M!BgmK(o$M<<X+%Pa>@OiL%F*m^)z8= zeQI~p9wcU9lW;6veH$eIzLDBuKhs0x24EtODaBfy_L*lG;O8ZJEyP8uYRYO<d+Cm; zjIA(E=pzS`2D{SYzg~jAB7}dJI@>^;(RyWtJIlQ0y{|9n%`9@ps*aRkoM8lnr=tHA zMG0Rl`o{K$Or_HWx)OQi@$ZUTe()N)<j;khyFHJj_Ka61N55xQBr0|Pgw9g(KgNcF zvK5tX{%!0%s_>Bt2Gf!H9<8xuUwqYR{NqMyjF*~*Dq_r*i*AS_3JCr2Uu?7HcWvWZ zJ&3sSg*Y;wi1bxj_1#uRAEn*m<?WgCJ}_K+S9c3PBRS@xjcVKQa=hd<aD|sO+ID;5 z^YUTrc(^_ekmx#qVYmIYB|0Jfk*4`hc{TdkHR_)$ju5z?Dczq-b3rQ`r`daU6nHgt zdxwMyl;z(rsfrUi5XuE&N+_z9I9|=Ar#v<`#DUYO%@2ocj?Jydm(z`>LJ#{TIY1fm zH-(tMvh+F3SheQ7g6D*E?e0(p9@h$rz9ZR_N63_3NdS6ER!)eccQ3jfD97i3s8?RA zE%_gaHGg9NPzBdDc(dg1t=+{67ltv=utu}8-}EiRNXtog?pwn%+zZm=E}{EHeFG9y z`69)0aWYa{7VboUVQv2slCBqZNY%r(#FO$7s~3bj=z`01jm-Oc&t+}YgLvc$O2&<< za+9RLqFuwM(+P-7+C*=y)C6_x{`;T-iR_keLvlfvsv6N(`!ttxwJ%}G&-SH#Ut?U9 z9qt08nhjd1XMU@Juf>3ENiMW=@Uu$J=7pR0z!994m(|=Y=^{$pf)%GinZo1m83&uw z{0VaH{aNaNB)pyT=igF_ZFy0`j@Zq#iAA@wgo6-rJ#*Puu1aL{Vc`=E`RqxJ73BM< z&?|1GOg3bty7yn&M_hI%xkc<qvYM~1>kXUN<z*xXwdef5p-z?FFuB$Z#+KX87|4?& z3()gipR&fE4fWY{;*?98s~@wqSNhqe{SeVhL9^Z^IF=8~?U$!Vyu@dJkF;Z+3!g;O z4_P49h%jDMh?CrmND8`CPOim#_6K}&vfR<{M=00g>0;D))B{B`>n5vxKikC=g=o(* z=M_^hw{3`H>p(qydobX6>TpQRqDu@=^T;zAbiZRVIx%+<S_Sk51IriRZ}lEKw62Al zh_<+hP5?g^Z2~h7?maCvT>9^#cpKrS#QB0`C!_5u(fvu4R!&5f)=e3D+5YF5socZ) z7y}%$dLN1F>rV16ioGPzZPRAnq|&RK$n`(5eLJwfec38=Csb&}25>sXIP6!{9qZd; z_5)WlecAOLeA|H?J*ovOI`+ilgUj-QI0=}IbpVHa*59c9yVvs`7^|TQXzeZ2WIW;T zrFYC~haHAhJ>%)2J4W_o6;^)b3x2L%9#U?j<hC}IY{7w5S~HYi!@;daq=+S_r*`I1 zUNoAz)pmG2s&ZKLSgAoIMs>@7;uZdUyCn@fhBYfB^>zWzl@&ed>d<>grux*!d%c{v z?kdb~=5o2XIgUvFF;`1K`Z3OV#~#nt%1I|>N$j}P<e(`Z8R%(PHS_jxo6IqbAX+n% zu;6t&R-oBlcsiSVBQyz_$w>#iV}W+8{YG>gI~Co9<ht$CJ~L~JeunP)rR7cg)e>VS z*)zhl^OP`i@!2f?T!Rr{$qNXF0Ue*6T;l}oBrh$6Eph|H>=Ue80W@&x=UbelbE9SN zg_ud&J6-8cavki+2H1Pir>CH+_WR!JLrX|5^E^O6&PFGx#Z?dw2SecUlebx3EA4!~ z6k@^(IOCaYd$GSJS$rH>Fv+^5w*(&L9+zL1CHB*PM$27S!Pgh>KWK8ko^?zbd8Y{1 zCur3!$~Ms99}CuIUuQ)0GYxY>cJhv`EhrLI+~ox2_)J?+9+**$fBsf<4O0!@a!<cm zQFuTt6lRL**{!nN%Y+<C#25QAi|OT4V2klr-<}W;bdLfUl-Gfm_$oGpI%{+4r96`` z9FJT=71-#4EcVG-t+i=ne$!X3m&5mM(t-qBFx(iOEHcx;#g?F-DnDn7C!>0-SuWP} z^Rg$WwV+u_cl-v(()!BBn&W?w-bBiNPGIb2zD^~TC!Hr8j*mKy_T39UJ8^e%PNFtk zFz|q(`i)G^D<7Ul8Ob#l2WjGyaj+afbTCU&Z>5eg+s}2xYh5KoZ&qQ!ieq+S9Rl8c z2fB!1HfBoiMT?_X50R2EV)Yt@wd4_Nl^#dy_LbWzVGKDAWvu)$c^(yGzz#O(()e0s z!u*^OlRd>P#s=j%0fLou?7Z##hEa$A;HA3i*qN3gh1zu-?Ed6)0S>v!;l(4HRhz|& z4taJbG2n(U)p6EY!N>dc??61}b(VMLc$-}8I#0fjP=^&m_;cK;hJu(aTq}lgb9qwz z;AUUiaMks_f%-1X7>fAjqYa~QhW8s_;hIoU^E@&-r9t?lGsH)H-`>Ml^#@7JL{0Qo zaSX*d43Oby^Os58m6NG;hsf&j2c4T9RB*i_C6TLXfG4%XOIb#pCq2+q9Mf6SG4<{C zwb#0asZE($e5jc;B5$xE6LZn+o%n3Xmpd4Vcs)_#-ID9SQ;gkTnT@H$Mea_5E$Y6` z1gd9e;X80`lI7R78Pm^K%L4o#d0I0E9)0)6*Vl1I0(IuBUV<`dUIn|RE?CB&oC?_( zUy60~Y0Ici5(zU&bI882g_zG93YISNah6(DWJ>d@0>->4&J7OpDj>~`cUfXLMQ7i2 zO`4APb2^SAuoX|?rShh_Vq8+^Vtq0#qKX1D(`Iub<_BR26Ty}R&WPs*v9|mL4S^;) ztLgQ3Pc#30TH=W{O$qS~%qOAWF++C~KGb0Ab)v&NZ_8fYf)r7BJ<Y1Bh^fb;S^p9i zbYoKrf0R9jpQnGH+7J4J&}Q>`M7wiVveEW2TVHej?;hm+Sa5Wv_T)LdCBs5WR&7#t z80o%%JmX*k^4WR}#05c}Rwts@cLsQPu0z+8fcW;G^RaP6NA~k`UQq<(3-NN2FZ4f? z4+7F|Bm7zuhi^%2&RPX_GwQ^Buv%-T^X~;-2F=q~Wylr)sap$Wi7)Bl2e+=H<3`1x z8JYJw2TWu~jBg1;B(5}g1O+#}U=QVfR#&v_8F9Q*nN1$7r;qq%UBy!CSJ%bIVHXc< zK;P!hZ%C$PIf;|zm>s$uS!twfkn*6s($a09E_*@S30ol6ihdL4a>pEx@36=2o#kJu z<Su}Z61zlA+04QHvc%I1Mw#w(SfG9}^5(zf^<>W={M-IR9uWEtc=)PLFI$Wn5J-Q6 zcE}s<=3fDxkF{{P%(9W2;<o8g2P?pFe0uzNQdFAOqxnD#u|OMrV-ZFE=o*Y$Xa7pF zyDj(I5x1(QAYcGSjcv5;`U3iI>fx){Q%twtc`jMQ^?xXmWjLLFW#<mC`J3U|XKJSi zPXMMA_q-;b+cde=lk1E`188?79jCkKk$0aDb!GdcqM19e@VY>0yg=&o8yMsP#Y7t3 zr8369y*^|+Q~vE)7LBQ+Qs*0(3`G0d?TNUyI)9GgG72mwFs2nr-J-8t=k|$Wmj&ad z782AbY*8unwkPq2rh-i*ZcPRD&dYP%GW8!J`sek^&DDiV#^+#<BgLfYNcSt+LpCS* zr@*;?D|B$otT=Er62>aQ?{Z_<W~zd0sDs#(@<#Ea;d<W<cw;3wrU`zl*<?j4o%&0Y z{@IlmInZQE=3ani#Vt>Ho?t3+*f=O6KT(=CGDi*cv(t<4KJkz=D^nf!2R)Z4!{Q;; z@K()syp6g|u1O@{)NuEgU}iP|O$93z3^&Xrzlo#1By+r1Y7ouOmtHX&S+`eBiid!8 z;D(s-zUVKnMPGCl?Vi~Lyd^C#Pu`;MR2+}JH|6(Oze+*E)RPGL#wdfw`Uy)`<?-Ff z@$FOsn6EWjYsr07xw6(BV+g2JVLgS`GtN2Iv-T7(P|he>7pcfot_|14ZKx||CMh<H zEP>&Y)?4`99{h{?E)GTn4h-~j>dfEkPR(DqNdm@O(B0g|_u@wXtiOCiB@LcEjXu6E z%8Pw&E>zM;!bw*h>Mg`LKlz|m0zc!R+dxBBJE3Og;dN$pOwPk0<wiM9M&=)ZnKdU* zUrGWDbV+BJH)Z=vA`C2O3_M7bF}I0gxf5k(AFfh(`pg;Ukmb|-UAgiRZN6kRHpB$D zq3;(}wz}E#;!3OB`sVku8;bfnB5wM=CNPM&W_UKLSj-6ZH+oONcT4#ezi4tB)(+DD z=rfK7tYS+d!f0>Cyy9C?nXLpzAub%Uw@ss*>Aj$@k@~cNi0(f-f2dhlrZ~)YikNPz z4m~;}_*-)6iCY{LqxzZi@&2|J+E3K?-@*PxmFGHR{S5_8&Tz7qu6RRvtV6O*+H>vy zCn<%$={!yQNsz*sxhcDMuu*ynr3UIeC!dmyaJT)xfa&-}!HD<Njo(pCiS+ve#=gw= z)H=WUG2;R#+18%rzb;;#N}F|^dLe1(LSq-zGYw((t?aeR4$hMm{zNO8Z7YNff7MpM zitt!~qY(ck^?9jZ)7jZA;-AR;qM3wFs|8QKK`9BUvTG;gb`6QA%><dhja`1yH=vsr z560q^&P|XYOobwDYM=mofi2M=diUVZ`O4cwPBGGPUXY~lm}$xME&wCilXmhB8v!al zorcLHkp5Tl@8#UOGgbxaV(Ha<+rGX%f>-y)ZUPx7UVKbO9)z3<6vrN33xkEfAYz_M zt_dy5&jD10Y?K}<jw;Y5>Ne-j5ChASa`eqdE^pP}A?Vxd8QV%E*z>xn-nbL>A22ho zz*P@zzVC|7Gm5MZ(3wsI7X3%vdK_?YYOepFP<#q~toI^4dt56awfcF)&G!(~w%nN3 z+F`*n_~PIEoPzD1{36gVfWN%oPu4)9ETMxdhr3*SSUx=$Ctq8*b^DHM+@awf`Yhb^ zHHInnj#12Zq4NL6;7irc(Dc&e+@X(7WZ$V~Hn_4^`!N2auOmHng+EeJi_p{tAXfOb z%J|b|ac%~c@tE73o$d4qdH{aJQzF?Z^Y{OUEHu-%*OUF-AM!<?k68KNeRaN|-WnI( ze>|H0opIx~e~~b!+~$@&M`y}8c%tf~XEUmZcFx%zvPlr%XtmSr11Ups>4)b@dXN#* zG4&;$H)Uu;!=Do_{)zHoMA5m9++0GPhJ7hS%b^G;$kQ|H64~<8R$pY_r=tU(0=~>@ zy0P45cEzo0%Y!@mPmw1%tFdWZ$RE0;msD#<9ji0!;WHb3NyeiB%uO;o^3-bMgKeqL zqu&ci>os6AsF~-PH3eVaun!G4Htc;);M%;B$;eC#+*#l97b+sZUaN*ss>POZQr3ds zDQVizjc#66S8S`Ie`f89z`Nb`yM(};A<=Y6U)9Vdw^8|1<d4BMP=*R{h6wAwsK6cR z4vbg^dgwWE=FH5iAT-eIq<A$S`%d$zbxm$We8>h!XFY8wioQ!?8C<zS{T$;M(lz9h zS1o$fJ?r!ZLves@2ljeygDQe)m=W^)KgOBZy4#I#3(R>@#S~&V<c<$>22<Vlb#z(- zvSx?>dgYHae2#!lkA`;O!Y$}K`wu<2sMjY;w9sZ6&lRcWP?()_#;MWQp7g71yLGds zQJvSYJq4c$UX`RPQJ`|@HQmy${2j)P05l~{(z!!KQ|H|bw4z@{FdVsIV=pTWPKUAb z0)7?rO9eB9;0Up+ssU0Nu5u2ZJ_W%Jh>pqHWS*1B$^^(Y3~g7YJ1H7y+UWflB5jTC z+%^FdcTx|h;v8@g9P<ZUa*0mz2%K<PS?b#)$#b#&30GjI+MCtoavjv^AHVMVIy_Tu zi08>uHfn(z{<cZw)NYS5qn9~jAXHVV@`3y*30l*qEF{!DIT4*6NXhD})wV~^8T#YE zQ$(+(Txokvo$3s<KT>9*nq24Qc@b#JIjuhD*HxITK?+pRQ)w>hEXg6b`Z(gLfa3@* zMTG7Wtd}tfe-UR)lGp%LayZ&<Z$l<!SJ)ieQy{XkP<wSZoaARthSGwdv6)T{u_G5* z%)$6;(R=GD?byLeZlBmLr*cxUzaI`{0MPPMjm1KIAx}DA_FiSeuNVKJl^k_d-3`E# z!gX33BfKmz8&J-!`p^hR{QokVn!{XF5y?&i_Qe$9Omd{D4b;d2`i|=D^iu<{W4!)A zsBQ2ndfwMH%k-x`XbL?g%y>+k)L(Sp8uFl7x4rE#1Soy&U|PDFIs}23n{`~zBb{Y+ z!wU6B)!b`T2mf#u!!Q%~#vyg<Kgw2)y6S6_VZV#-Gpn_g=Oc~*PiN{C&qd#I7er;Z z+HmgjVN%b@@3@nT-0+K-*E3F``xK8%ILsaaZPnph%-I4hJGC(jbR1yqwENdx2R%at zaAT4hfZnUs+;au{F($UqYk=l1_D!A5riM<6pzPy)y+laWq#?umci3831U1E14KA!y z<}L_q7w#{WHEfmpg_}(pK}>pb+d`_(F#lkf4cB<l5j2P4vOLAD(Xyj6(ZDE0K4cp^ zJ=U50ooWC0<fDH?1n03G!=c0=drr{8b-t74or&fCSp@MyT1g4cj9Dc#*(8aUj#ss3 zJX|sJXb!qCSyUj=?v1RK)9UC?RN&dw**>d(@j??v_2+)kfu{Wthi~8xbMb!?+vib> zx_d<~a<kdBf-INmAm7HjyO3D{u2p&Q5mUKzktGYp`8bBq+k~%nnz2F&CcMk`(SB%+ zI=oN@g!uN#aRRT@bHqWit(R5gD!M#ZIH)$o9{Z6V(nFet{BBc~E()P$<6gTSL~wK8 zqlxumP^y9iv@`(WiM_E8l>WeiaO?!;jYGlDrr0(@7op>kNr<wyJ{nThZp;e*0s^uO zRj7{oK+Ti_?Pe9&kVqzCzWJYI`5%J9HjmcdLILYnT#<`pZ&D3~Oea24;*CTl|3S;Z zOH5}$#uu&nr9cSOO_ng07kgQ+I0AtQQX~TBo$Hr{vQ8aGK}t#q*btdCXKaY|zjq6d znBS}nYOlH7FLnM09JUW|bSS%^<psdK*4NSE+x@sg+iZaF^}oqDb%uJs4w=5L0_Fev zwZd>nl!uQpZ?6a<KDGYeB>FfKPSK&rvti{M^}Fn26X?u`!(z{NqpgTdY?(X3h+4Hf zvaH4|s@hz7f5|A<4VDGItN$g+Z_{|rnfw@)ASWbmT{CGaF;BgJir1(;1X|iGj0c)& zPRL(QLw^}Z5WkoR*UDJ<^U7JT)iS+!F)msg&B47Vs`HoJ_Eq3>K}wH#clc2vCmwZ| zMHJRN9u{dK@|7pJK@6je$SJ0VR;(sTeRxGs$@5X7-{7*C!I}sTJD`WWML&_~uUxA? zWt)i!Fwp-WW>}+O(xD-REv|?zAW9u_WeMk2sw(@Zo4^AVUE)8P)m_qkjW5~vgnDII zq5{Uc6+V$S?3DLRlY|{KuWYP5TcAE6k(u;*y8h=Hz7uT}t1XG%RXJ9t8c>bBWFFc) zA>(yvJm54fUVNj`{Yu-A$qo|Lr_ljJ<@KhmkB&xQCYy)big1hVKS{;d;PH@hfq~BO zFQz{^RAg7dJWkZWNOFu7Ee|x4Sl4?PH=N7ky$b*nJh)#H+lW5}tFjJ21lK`6f7HC= zlSBft>RY@e8+KWJ+T?oPI)JUwd(OFA@E2y+v}65#=uN&T2U^*cRbDXl-<;VtYT0>o zK(O}grTH0KZ-Z&~JmdNG=T)6AjR80gMwzXji%-L6KiuY-m&CODeMT&keN<({!dQ<X zh<}W>kvI!_opdi=F^9b|w7Jh8Bu&|$`sF95d9vH+zscZ8(^y|WO^6@U`X1>N+tV(y zhLjb-4(1egCXE0ItH$uYi6x81l$h7>Au{{sikVMkYYc3D=d4&nj<b%N-S3G1Y&1o` zw#zroo;^Mkm!y+m;F($iJ)*dIFJh8xJF<^8j}s9C_{tXqnn-DfXwo9(+wYJO8=UmY ztxK#Ahe%tL)9!%MCyj7X?@}df+Ve=58rDgKQdkYnYGr+tWq68VP=9jd(Qv;E-@~Lz zm)jPB<?Mz#nQwD?$CHD7!nbwz89wgZop$5;`Lk#9w!AuW;>6*cG~kdQ;b(!}vER<K z+bcZfwE4C9Nop2gDn(5~=P4Wt6i>^S%OmJ`K@-)6D#+V4891(T5cK+4t7jLCyKOzi z#*zN&$nq?kb-p3sTloo~Y|P}t^4x>?ZoGWI^6XP97V|KTo`;`OdTW&>!HDgK{6xFT zaw*D@!u1$!yYQfu>B~FFUd!Hrqc&<IMd@8W4Vqrhm4XrvUSybo);>(Sd~}_ElwXV0 zsALUrxOumdKP=12bE2d#jYk*LLBC~@$@uVsk47{!dfwE?g_kY*a5_&AOl-~lLwWlt z*h7Q8nTf4`Cr#4V5gMeU+qVcEk3vF8lU3CBB<TE3@#O@8c7I6`sJ*`Z18Kk}*e3F% z;VN6Fr|rCM?q9yhhnjM)EGZzHX9xTa0f5whmO)$4Z+R$+)@p4g`Avew^G&dmKY$x= z^oB877FvJ%wCk@uk)Md$wU?f}r82sgEwwI!xI0k@lgi#-%Ye!*%N}G7GoMM?<_Wbx zZQ@(8spliBo4b+D(%bx|&ssrJAn@(`-u@1O;C>;ddnaz5{+el~{<#{I!tipIDOM$Y zU+35DbF0tM7VMV!%$?38|AZVBN3`WlB~J058TxC1X(N9NFUEw7Cyu30iANlin*7$$ zM--X^19UEgfJ}gJ!_-(mEn^!oVgvdZ{MN)~^nNSNCR5S6bb*z2)19ae&mYWv7SC1f zcp8~@9)Fy@kVpNY@lw#7nSaq?t0)bpKF#t9`A)6Fb|BKfr)%K7&_0%&z*JAwACHRJ zsFeg`yQju_0&DnOU({NhHN2Q_%G|L9?^Q`Pyxe|hV5GMf#@jebO%5nX<V3)xBeyDk z*k=1`6k<AUJ*Il!%UAIMYRhNR?s781FPnnUV)-@aLxqr2`vtrDXGv}jP}y;Z)^$VH zp9>Uw7={_1KTGfkt688eXGAL=iy#Qygi+7oF3RImPQfy(eR%CE|JZditruHxmD^~a z{a@Jl+k$sWOJRgm>zSXPcVCArp(eWKGZs*R<mmh=$Om-ZLEL9W(b8u6t=@B+6?KOS zoXQo9ozeixHlEoT|KDrSrXta4da-M#B;b~Ml3#YgzpoMWr(D91y__VMG+R7FIgYMH z2IRjZ6^+!?6cKg`L$^6Sz~0Bi@2FglsDv`&Y+%~XVo@5{`3g4i@lm8cmD%%JZO6Pu z%Gz!9((W7M`LFTr{~38-jt;mAf<~N^nWVvi|2&{1F5tV$s7H{jaR<_!NwO6D)at7r zm30ZTcfoqPms@Hp9NPD{;e|-b?6sbCuTZ8y>|}{sgiM=*W@>+xD!TTA9?ZUfr8Qpr z`1s=&L0N}VSJCOjqb)l5prt?bd0nv!Fj8j2?!F2xa*x!7>@nOQ<Jxo;-dI>!=&#x= zyYznYjOl99M{qZ4&-ZtpP>u0uKyM^t?u1hgLzmru<Sw~QD2s*`8~=cr4xMY5CqFgP zcKtx#CzlRJ4cPX;25Y6~Bq*x>IhD}5d15R9^?_9QJo1ZKpL>g4rM~$Af_mW?MJ+Qx zVW&Y!gr|~4V|w|L=;Vx6%+3`jwCHrD>LnnO*zZDzFyb#OZDu7~+Eei6n(o}_M^j03 zAzHp!dGo~3f3ZO3)ZdNW4OCDPFYW5Go8+$%Jz`gZNdH8dQpBvcq(2CP?K0z=>Or)k zKe??XYt?xAT&cp;2F}on>MI7%*$8+JCLc6?9;bDdm`!Gv2hC1!wxQx8SYywLNv!R2 z>fwx!@a)l{b+C)g9PoSU^(A@6>hc~~kI5+EHiT3<1nT1(l;O6mL@e0%<|*Ihp|z#W zAKN@hsNNu5!RI`bbw@Bi)#)I7aa*KGu;+sBd#OKVwuV=C8V;D5HBS5_+yvRM8iDP} zkJnKT5I<L?abfMOt5@}Tr0E1X?2%E2PFdTpS(mmI@>c9%QwQtz+<K#JaDGwP9l9Op zH=X<Ng~fL>{%oyid1u~n!M+8<6q42U8Ry*l6|so!*=2Pm^QT%PUFld*yUK;jP)0rR z<{Zxl^qo_GKYqiG+PJFz>P|VQ7<;r$u)c5Xo;Eg+Z0qUjpXJYtdatrrHCeUboF8}4 zvF+BMKXn?}R9+)uBweoCKvqug8a<tXG9L)a{OX?~hDs0fbJS_dys-HjcoF8-Al;5} zNfPv=g<SqkZaKR6u@S1<wCK7x+e>^&Ocyo(_(gMd(B~RQBm~3mM6Aoyf1y%MJN<_@ zXxNJ!zaR92U?Xv8uNV-z=+7xz8BL>_0i=b8eepfQ*f`f~%&%RtJlWn#aX<W#9x+u^ z^H!O)?n!{sS$U}-%8(UO$z*zIjG1v=0DFv*Wfbl3eSd{^n)YhvEQF9o#>38`kV}o_ zyBu1gBS3)Anm=bhL=K)xo;pTzWZrAn=?+>?r$w0Xyo9`oI>Q~rVUv1&k<aw=uT}a- zNvt-3)PY$A!kjK}Q-6Ms>tlCE|9c?Bf}dfbf$hnQtOE8j&n|-qvaW0Yme}j{#cy3X z@|JpyFDbIk%)^+-q$a74ieh7~XrxEJk+|N29t(kzE~4HDqFWzO8^ew$W>0?K<qe{? zH<|Xs4j|32<E&d}2*=-sz~$8HB<U?a`a$YQ83JE?faPJX&0g+>xRt&{XN?0KD6S4% z8dcmx_`(H^v@NN^pIJN%`xAb$qx3EZ-QCf|xT7!koY#lnq_k~SXuOZfo(}8&I*-dp zA3Hwjg-J(3yxj)H@Ej_`-zkURFLMpcFDZ&1G>2{)bz!)NN)zTfzQGYP?dc?bY#f|% z`ny(jQ0wV&F)T%ne~(ulvNBLXuv_^5g!bBpEfDvkWuJJh7tY1QF>jX5<Gu82qxZ;H z=t9M3<zv!|I<RbyRAoo}SbIMn;9Ta20wV)`d>J`)6Z1+`#2KaM)cta4(m1pr!u!KB z@CTL2YtKuHY}zy%Qn>{I6Taa$iuIjTg7xE+&god!mZrU;hygbIWb~#+^&8Z;0Af+4 z`%3zV*z3{5;Xh?TnLLF}OHNPgMrqS<^DB5ZMr*-n1ParK%Cp{bj}g0U(R}UfAfc{k z)!n~ERJ~}!@xeIzt(V*$A*;3_f@MMDS%>hY6or1O@HD4+YOK7*p{0S<+~+o0U9ftJ zQ}Zur_=V?I%tlDb0_QaMW;^#gvVG{Ok#s=t%7-?k9wOYCjL5**QD7w-++L&a3vQj9 zN1fU>e{r4&ue9yB^CQH{&)FOwJ+-*Tb1TldiPSwt*(31&0vQ#G%!UTC!NEllJI3?1 zhr8cS;*N@_+}S2`QSqBP(^Ef~z4C$h>ebt(c*A}eBjTkknu*+g6-HluN7>U<G)%9X z8o?awa=F%2C3&d$+}EL)7Ty)tO39J>IxFqZ=rC#5s&(w-e@t8`(HJk7nTqrstTofU zcQms8AgO9>QJgUUazCd?xvv*KXit`z#TA$jws}F0(X5#5k6(x^+Vq%m^}0it_3~$5 z3ht0XT%a!UiERJ?Oehkh6iVO!r6w8kDjp|H5`&a~w2MSP20Sm!c=_4V*`P>eA$Txq z(A*xwF`qY_Le__5)j)}fJh{)STD_5OFDiNmzC3njIT}xsD2%(TVi_;H>xd**^d@1N zAGrTN*e}Z|J!NWan>3AImr@1CDE}Pp9(KFLUR@x4!AER{lrSs+!)G}=G<~6VlkehN zXq;37<rfom7`tfy=%mbf9uHmH#Nb>md`HbuyB2sZ@V|l#*lJUuRPLAs#+SWBIV!(@ zA@c21oRz4>&-Jgr!h+B*Y@O?s$5x8nWR`qo$!miBbjT~UImt`#vZNIEKl}x>-y0|8 zI(zO-A=hp`&getT-sXbQi2QfzL91P|*dZ6zRZ5f=^V@jsPMVh7^o9&D0950!=E`HW z&x}4ulZLm5DMt7Q`l-hAvW6F;vUUE|{YWeIXA{=h&FYGO@k{&Yf~IVPQhPJ0a)G@E zXgx+stGT__+JdwS&As+8Dfu!rw(=+%B|u&!#^uHP!9>W+*{h>tyg0bmbL&E;HXR=D zz!zkJI<5Y!nrO+{jBdN8mn-s4p%3Y=-g=9{>hk{0C92X#N$-JO&C5>H=o#O4Ff*8T z+4EJCRJe}+M^G{!j37Cfj4V4TEZXoVzh@l;Cn{b)Xa1TsAbJC{SWbTYL44RE0dEw& zbG*{fzUdX=L0zD2_EeM<giZr8)a(*uf(z^Blg2#8sbG@+;fdhio>heaT22$0=R_wo z{77F>vwlB1{)n+%;_{?`ifn%m|5e6Do0E)YWb^gI@16toK&T@5o+;-SvW&{vFawh{ zP+uzPT9hPGNR!{Oz-2q?$`8wqjeX#$B68gF=9q*9q<lU5Qi;2h6fv(Yv<gFQtqaF! z%P)W~<U#k?Dr7^T)>)vOWOObS5#6+46bTh#gjY2mGMO=8WyfTSc+W&p9=T@P!dow5 z4Nxv&ucgVYi2=)xkjS>y+Q^G!k3Qo{ZZK9otXCctKtZdIlm06R+Ct-6cxeDf*XVzc zY3SaMFu?cNOsS>5(&5{kROkb4r|qCsj0XE2tu_ZcPE{^98=0$b=QB0O!2(VORKq`; zbugb}w<6PeuI-T<xn*`akOROp_1vhCiDcQ{oOP=nsWt%z;8%ePj8oh2q}`EW{KFN1 zQ)O=i7xy0FO9>e>)Yo9huV4d-{#T*UE@)o}Y3HiXTL}ItBpl$eU^2x~ddbq}<|3A$ z%|3K91jn+95ILUpwFZ)&7)r1iq?&asg5P;Nzi*pNMp05Bfi_CN9+LuQFz>rGs3@XJ zRnzg;SV(RCXhY_Isl)x!W8c(pZ>sZb(+K&bn;CFPTt(~%3sI?FLHABMGw@vBzVt8| z#--Qh7KLei6_5SFKIX&k<l7f$d4!)s0c{7#5$90kt)xOC3GmNgisFwOiauX^U9w)1 zHskz>@CEI7U0f~NsT<qnc1As`y7k!f3Hp;;QfJisx*_6%vO!m_e_3|nMA&B#|Cns$ zLoSv32e$kSdoSzkzu4>Gri2DL`=?cXE7fnn%_1Gs({*nAD)Sx8oUJ?Wg71{;uY}Hn zr?91y{yg<oSy>)Mr7o5D&cIJ{&(RfeZDt{zs1#!YP=$6X!hEiQBR3U%n0@M*-Z>P1 zM;H0PX(r-NkT+}h`(97g@7Q15>Ab*hcgsorg-B`7&~KO;hHdyq@I^<N!5VDgI`ZBK z60{~d>iGAU)F0G|^77?6{k>sr%Nu;M$?HOXQ)hh%Rl+E5p*5GD9Mftkbl>e1&QCn0 zl@@sry$7lG`!V8q2BFD|Gp;JIrn)e9^s24aK<~Zx=`JPEl=Q>?;4R%+UR@%j0U$4H zs)V;j#<rg&szh}K?P|xFeqmXTw(pC&ugjnAn!Mua-2i*><*REcFiY6qLmef8h11~U z0(A~qXU=d;2~;|Kp#wV`wWC0Hp`|IzTx`FfSO9jA1y&5B7q~Ud*hR(PNPFfU<FErz zlftm;n5?u@lED1}Te4u<_g&IA2yxlMz`?JL3v+h}{)A7C4x|WL-$R=9DopO6MfRY< zkc$YTR-FC!jDz&M-pp#$@s^a2IJot-CnovaJ<^0<W*u2;oZdr{Dx79RbTC`9a9-%L zwA$6bD6gB^S+F@kFQ20`2ul!}bsE&rt!AtGJCM!=TD*i%ct(je*3$p)f52W*OA&o{ zP^A56)@P0(6|2y6xCissuVq0vZSULxsXxEYo#e2e2B5EH(5KPMD|M6kQKqR8`dgS6 zMxVesWj{NFB+?qu(P`~oDR$A9<qheu5#WpTL86MdA-5pt%Lt;s{R_nx+#%JNZs4lh zo2Zj)=5|TrbpRZA^l09!kMskIxKEEK_cQVcg`L3Sa7xExOkgq}@ne?hbT%Fa4O%a| z6#wPBQ^ZA6tRsZEYE@T>O^Q4yGFf&DP&w0hc2&eo<xaMQlGR0(X#xM6NlT4CXu(4f z5bO@r8NVZdN_W>$X3*HiQ9o`8o!VUPbQK2GYYMCl-ZP{8bYhgsnQPAvj#g_=Z}DKF z<ddG-GxE8G!pAB9!xI1hAV(M?yb!z+$wCFZim7g|<^W#Cfb6vLzZu8$rsGQ0!t-3n zd1go`cDtH;hBV!=7G@ps!oM2K*kebCJ+3&4D^|_*O-U(&@9$-voXE7EbrJ1peOP?~ z-VCcap!{(ii{Ih2B=1Q>S&PV7To=&kS#0E0S|ECN1@>!wYnC~`@Uco}g{rbeogQ|% zsrx{t{5BH#K=sHH-|?tpCe|iFo*8e6YCg_KgdS1uX-hw<hAT5HfoRG;_>yuRCR=pl z8s;VtFiAvpylu~|*15)IZ5BywsBWLch>NN;VAKL+iq4Q^E~5J@hc@<bHa5e-wJ0LN zAU|=s6LWDgP;yJ2{5nZ4{16m6&uhwD<8&?mc1mRNlL4JTbrAwVXO08~&)g`eEvEJF zTzQ{)O&hsfF`P2q0}*d-SH?m5?KaLob^Bl&i)_~W0sYO+g{xXZYZf#%LHCQyGSQ5T zJ?*@7ND?^-PNe*0lVtn%!g4HWJL6Q0GQSfweI2Hi&i%R#^XBVZJ|k;w$Z*yme^0%u zlX}AnYp}4(SY;ubsht&E?$EthyCLSHpw|<FNJsCUaJoI*+(Iv|ey#|Vy&Umq`Yw{# zigQWdx%O70v-e5<l%d@02$;j7V`s&wz9|1SoRjKJvnpH_vB>0TEtMUDqIcOVRUbJw z-eFzPOMb~oKmK~+)|AgKNhBv}ng`{(s3w|nXlv)oukSSpKr;_aF$#>8F<~<65J>Yk z^|zQz*1##wM!5tq&_%L7;4JmC7rCcE#}r;WNdyT0<yVd&QFC5rFYD;?xAvT1o;|of zgb^F|403^eubxKz2ysWgsv;pgXWaISyz{8AOZY-$lHQ#1!v<s$2li;PPu+=XKTL84 zx{0*~B_|ad?EdiWR${*W;8xM|D1yuE3s)7IsiDm$T3=M_j5?hZMJ>AW-%O*9`;68s z-IZSax8%zb(3%=-fRl4y8b3!)lYix`d_Syqozwc-lHOOJDR`Bigg&tjTXhU%M*KVn z%8dGH2KoS{?@P2O1$(<-8K}E>NRMYS{FsFOOqHm>itV=3a1!0wLoD|ZvzqR7NBZQ$ zdh?kVqS2pD?=aUy|Nh3U(JF6Pda`=iLsmG`87}*HCB8mrzu+l*0fyZ#KWK4Pd{gGO zgX)D0ct&ki-@Bq!ir{Z$iJ@yr3{9aAKV*t~4VEJF3Ld6^*0kDC7r{&zo?aip70Cig zn2qy)Yv#q-dQr6}$&lUrOwCocTx*@WjF|>qRqm1M3hkcUw_rV;!b2Z*f<DgP!3L{o zJGf5jm-1nCs|=-r*1Nsb3VtYEGdfo6lOwjri6nnAwW$AL_`@JG%|ASCHDn1o^kDz$ zG};bUfU=hx+|-H6kiE65BarghAA2MnO~uSy#*oRhihH!PijA1i)$p%k8Egx&BnJ8y zjn;&-mX~8RS?hm8j{yjesyU8?;zWY>;%{VSYsfOTYlP41<p2)L2L)BU7qPbQ;KK@o zmQ6|$@RgtF0<2-C8H8vQf+F`Dgpz==G+E=mg4;`kg@(dP!{M5)$boeZE?S5Sykds@ z<N#{sj(=ah70h{=Hbyj`ir<U)N7ir`^gzB4{vSyFKi#Otb40}aY%}lc`=-`Z0IQ4t zS@nhi4uu4fQQ5XPWBPWEBigm)<Cn3?D~1)=4c5E+vn=(W&l!(89XCS1Ioa*wI|!~C z3x-7{%Z`PrAzhvT<$HyhC`^6wxbmx8^0N4WgV*GY??8zg`qsF*!w5E-(l<L|j|GJ- zMB0Mq<NW@Zgp)HYy16Vz;z9J@Qtq&7kMhsyv~I|9sbTbZ!409dzoUbLqFtu%2qMkq z6_?i>!j@hl9k8!JdKPMu?LS~gi-#MrIm*@jc{P7dq^t&6`Uh!x(OwA@_NFOGE&0Fs zL#MI#tR{IcNxX)O6SzyA%-l_=#R+K^<Kg8NWc^;^t>qc_<6<xdN_Ej7(qEbNF()s> zzCK?Vg6>2YBH-ufp@BMrhOJC-cZ<`dSsTTPQvd<?7u|U}uDijnDPOr=*7ypS-5$5@ zXGqRA41%^sezNRW$h)v&ar*&r;}rHd-itDulie67@UXQ4jLb2y&90t1u~R-xaOhJS z(xl7B5<_nIyC0TUsXgxIdsVM!Hqujb)Is{WK`V-Aa$E3uGyMWT@nKkIM{o))n1IDa zcZ`CnVmvCFcB2Z;{Q)v_YPzC7=6SejaBM#}OKg}b4EIl#*6&mIDvqUy^X82b4Gd?B zN5tW*6$=fbkE_}gsiZw?@B(5b8V_8n=79GvQ?-}xpxdL*dx)LI)T^M5)x{j+`Hb^| zWx>0K_DsyJu)F?)87u!7<ZY6Wdo*eaJL8Oh(Kkm2ZBtvLi6djbUy^gbK=G7y_iYG< zEm?P6vt1<qfUyt;MjY%58VoYUnYZGHVRXKBTaG<Wdg~kPbC3b370lVf>ySJhCDjJ~ z>Hu1(1nGN~yUS{9S%>Y6^M;OLqz!7NhQzIBhw8$s!d7w5D<i(r6=s@aYsGR7J3GPh zT@ATSO!Tj{nw7SKG689Oq|mQEQ7J6r5w-kMV}{WyZXS@hc@2Caj25z^L>qO03&8z* z$khKp`{#E@m6xcCgv$}Kddt#UPt3eicD$aJE=qPz0U`en1daqFn<UKp=qYqpR)N%= zCA_NsMEDC&4FA!%(l7`cAhOqXJx@(#Uhp_N_fyMZ@5=Ybbde7SoK_+%Sh+vyj&a0L zT)aT+TAm7Dlln~Nxoj$#D>J!98N1sTyr_S%x#t?c{Wj-wrJ7r)79T~m4%56m+N}FP z96!Yx!7acKU=U}44jQe-Mc5ITH`?FL_330zsbilSqvNZo;gFT$|1ZlZaIM#5W0$^` z%Uj|HWu~8!EYZ)lRNC<`%N9u=qYWZwst}Mu$zdGG3H>M9Pu4Y5t-46-{3)Ik9(A1j zZr{0bUQOTkmh_W-AL}@(ZgP1qwrWnCPF(c{ZVON3VxLNxI+b@prI&ooCK3%M&n)K7 z`%b%rqGe~9LCSRF*@l?*U7J@)j(SHE()U8y7n_!KKA2>7@`iDPvZHAvL;=~>+3qH0 z@DI{8Sk^}v*S9>$Qn!kz40v5@ZPkuH`sum%L~pczTYs)4>ex1i3o>$bQlvPT_M2%4 zi0x8Gv$R$YvwAhi_q>2pZ~N#AJ;3mKY;CIWACXDI^LMb~irRpJs-Veh^w`blYpTr1 zqRlfr9oUaLuk?DM4Ebp({#*zhITa)OUu6(oslOWflLme05cy1NE%YOqKz)~5oQ|rZ zRR$4PB3YMA+Gjh@YW*5`DGmIpiK=|U+b|^9K3p$sQ24Nz0R3bbi7UChQGYYZi!jte z_CmjSYW&+RP1L+jbqaVLvr68exryXeV6{y_(9aPYGU2OtS>YE3sp0Dd2l%8S(qSnh z`7aJl{0P=(({A-teFM2*HC{qYlvF>%$OxoM%8jxUA`46>da_30XG2o$rlg=G<m7ZH zqd^53rQM&}Kc<jP?&7w^?1h?Ecus84wR^1!U}!VJ<?mBTT3k7!LNZ<$Hmy=0ZBmB` zZ=A5J>|l>a=2P8oe|5lNl60(a2-T;*VIGo+oK)`V75oEAtdU@M3R$M=bNg^G^*-qw z6mFVjEXLeQ)cUL7o%L0|a)&_v=>_s42XUV54_s3RT7p9v9phOap?G(vp(D8eVY8k> zA4Hx)PAuJ@G`d7tC*5==-jN*_u3yk`RW7(ZTF;0objx16z8Nd<sCzAqb|1dw-`pzR zb`n}ucVPI1B}8k!LqR8cppgKUdlLJ%AhTMh)hMj{+?l3Fl&`}BAtv+4jGZV`-@8Yp zj@=!|^DJ%eRpi*Ci1<QG!pOEUd(1JDC95}DJNiR5@jH)Ek2R{j>Dh+polJy5kJFNx z(t$xxww1>I5@}1H{u(fYZj!CGiMV>~fUt31`H-$wleMP6^$Vv6p&@9x4lP9r&(3r| zY=55dsyDxE2dN|LnuO!yv8XPa(J<f@ec8(Mcq|H^&`pW)!7Z?JS@7?Q^{P|KEZ;6B z^&mkaNJpUm@Ej&NQsP%ych`!i`&9gTh^t;V89`#43fITm<|r!CS0L}74=dPh(G!c< zQu6PP?4dxSR1d7bLGg=1bYS~S(-sJI2%!9mou6m%(nkE2&^1f#@ZFnh^h-ME;{{7n zwXh#pu|0qRm#jFzeq=QNn~jS7r9l^)i;G*bdcJ7qggls5@%H<=0rg964oR{rtcKEQ zk)tPGLzQkG<;bB+*3b-4z6}owXfF487)HW=;`OX>4BB8}%*Fm~#5x*1Wjw124-H={ z_zcX!ev6U5Hln?Mp-#@n`t>4D4zIgO|DM`YcyFWZuhF)X@Q?9;D_mv#40S|M7g!gB zOqA}`j`;pIPSx?KbH#CH4H|%#uZ|mUz&lCW!yR4_Pw^qc#mBJk0JGD9j`VRsOGD}w ziN6Q;ME#+N=Hw{7xl?;RpG9BSVhcm<`%&Ykn+ED0s#2f(*Xl3c7{B8CYQC(lNPjQG z;HrP1^lzK#C>xx?qGH-o{WtUPZ>anWuK{tm(++xX{UKZF!h*fYuRP0M<7DOyEjEtQ zq1@d#A(RHah5vjgxRHQDKBJ%Raa)S2Eu6kkuy73kd#ZklLL&AFe+nUganwIy2+vFJ z{LzWrEVj7$l^i)*yg&dLu^5Op>*3rBn~J0<jI916#M}txO{7XT=)39ioaLk1g_v)m zv!neV7L}Y|BwA3`N|MfS)!n>}1wVn5d<0ltVW3Wpp^$FDKrwsT(w^{>8;hX?X(vyT zrvVf|_K;eb+PZ0?Gu%ICZfH>2EG0TLs`dIh-XD?<Y5tG0y22JP=jO^8DiFyTX%~@I z7lU`ngq%x#^<3Sb9cUJIht?Bw%wKNYZx4*P1PW@(kux?u25`Pe4yd40^mUg0xxh;O zuRQ(0tcC2j=(Ns$t<j)~zItsMEomiV>F$=txXh9TZltkz_D9+EqZ=XVG5UMMVPCh) zNvS%8sNys10~kU*M(INu04TFc9Z11j@aR)s$4B;OB=JN17yIvz4}0KQx1jBcLpKQ7 zLmIGIpBC^FhL%R%;2wSxLvT3+W9hI^$QZU^iMOH*=b{YM$f?0P5TS0ycRC%qopoJT za5^FVotq0sY5fpWG!M?KJ;o)(M?8r+Oi#J1nY3K<5PK^69)^=Z2>e8Q6@6<Pp1jZG zyyRA`PPe+3NPRC)+KBcNHb_8^#oyUCCr-9*YK#951cRRH^6WWBa<haRN+w6e_r00s zia#G2uxhjX`gQ?3mw4+QtK^bk>nl%QPyk1#)ZHnfez57#ocf;crd4f2ZTW9ItJ|(w zJUgMRR}ek<b#_37AIdVB1+st7n4I;VeYIBw66_JoLAQki0Cam~(8@EvYwp$9pxc1> zugQT^vUFeNfJprzzT82zjRDQ*Xvs>|8Hf*n-l50bvM1#!<H6IBv`b7SKEz?EW~nVN zMKR+g`7-P#KN4xMl3Si^pQ2#8{|ok8OU$AKr3vcf>xJCX8jzPDYgmN+Guqa)fOul% zeyIaR+U|zippQspv=novnKs#C&_4oGzTU7hxrJH(uE;5B_~0xLWXcWXg>}LxhwdoL z)E5^#9#<AATs62ysK;`^(tVGCVu7o^sF#uEltz+bQ>W5tKY`dA>8#KD6rf+!MA<00 z_{76Q(BS=D^wX)i?_u^9gstq@hZ0Y{W_#5o2{tFS7$UzjjG#0W$Ptn_Q9`OeWf!`I z-+3dg;N8lLeR`5PW^&D~@i~S6GR>;lwW!PK?Iz6U%3xVkThduA>^`aAHhcfbl*=;o zX^CW<POu(X!JHa(8bBHwuFmC_KL@nr)&+$RkT*^VPdzEXUkSqcvjc$9W2NG_(D<Fd zBL`6Eg;q;1UsW1^Z1jRze-e1*ZJT*q6w!zFJ29BQ-uj2jM4GJ9vh-X}f=*`18RbKE zTQ1ZkhC~dr0LxZKaa9->nT-MLQZMXM*6aF1DoH2YB5x6Wx@+tt&O-MIk+Y}2qBh9l z`~QcJQYak|(OSy&*D{aO(;J*bWiQG3AH(K+-&rL@`+7ff37_1BMm=t1G`Y3?FHghA zU$_4_;BVDF&PM&>Ug3@l?K*RySF|lXW&^pK^2S7+wbpL0iT?4ETZqHQqb!K$#9rF? zppior=kvbRx5*7irMM01vY0;~o5@%68HMPahVztjd+B=}KtBjxlYx)`mb$nuAtsCW zYQzXu09}i8@eEEBcW2SDolfsj#maGYJS{_&$bV~QRBg_Cgi<^Gen&+uULlmxMD<#3 zlke48oOJpHNMwSo_HZ-bK*Kxg?1T%oMuq8ezt{LK{<?h{(@nZZj2x?<WVICT!cZj2 zXQK~+4-*UAW*T<;HS+^8Pw8&_-AF%P+Vy7Dg;6MnY-<~<7slPj-|ekMATVMo%yBbK zvZ^Vp$h|f&!n2$-sN9U^1*;Ngj>rUl?%&txL?@#6unc0)P({2W;u!y2_Z#glvW&aU z#$r|Sy1cAli15>Wcr@mb5deh6cSHghcOR|hH?RPDlPpclBmIgC>(Hk&*gfnoRg`Z> zSK6q)@9<Sp(+!pXG)?D4zpg)98zeYv075DApAk`%rXzK!g*NSb-JCBr8;1ZJwuaQ@ zvBoyclljeh@1~nO(c~ZwqV;jvj)I?D?|HQbTL0P>#Np_PO#7;X+yvmjI<KC2$xkS( zZ_CWOUHQXe^(88RDR|Qr<v8o|l=MV((hXt4Y1F8@s-;|dE&z!}dJE$BOgmZpKpJBH z4Q)351m8e&8;+_KnOa*CLVtlag+;xPx(+c(EF=FXFW}$w{Jb=Jy}AF2BDbfmtAUfH z6Up@kQj0BJH8)+A-3~43Nud9Y`z05$mi9OiFFPn=rh3O4t(lT1IEw>TmH0m8Mr7c^ zY+cZuG^aJ#9Fu`Dwkqm`OnZj=p5`zgJqMB;LEkpT)-|wiPj$|uuUO~Q9>&+K-jZ1q z;s)g}Hs!fJ*&2N-_Bm3_m%EVsA-F!=8!j#CSfoUF{0`KS2>_L>e_V@?VqX6)d8S#N zB`}C>*MJG;X;s7vK=qs?E>x+?k|^=f3GyehXCh@DkG)|ucfhIil57(y*LlT=GqDLf z^CTw(%v9GoJvFi;Ceb|~If_9mhLwqMmvo3EF=T32)I;A6bcZt^TUK5>-ib<(9L5Cj z8^*K+GGeJAsZMtDDVQ&%{?DO2%1E&iYef|yD64SF9+koTx;s)A+~OJ6M0UUdYHy#; zZMB8NLdib;H};T^bTnX?JbMD*@mJ;BJarMr7MQvCqIoAivdf6$rA-x>>p8z@h!J!Q z+ZIgiW5PH-;yO+?uxK~VUl%HGdj)zMfqf8pAPHB`b$3#&0)pNR|Hsj}_%q%A|Gz#e zSI1Q<$zheGA`6w%Y*z=VlwCR@hZRX(t{O><9V*G$l7t+VkcuoMr`gCkY)%<D3}eGE z+sw|}@BRJ#1G{av?e^a5^?W`a_q#K8_fd5>`F*1FC9PvqAfO<D9>bxoQ7u%crK-Q+ zrtr;yMFlVm>n(*I_iac8T~f68W5flS=`8d@hi`A|POQ#A&ko|c6czsMvRKS6bvEkG z{yw$d&UJY<5j3LBHmPn+JFm@qt!P@RHwT-K{PnO9YS!1f5{UfJDmW&x@W9{C*}nAO zV>N3T5mXQ{0cT;)HTvfZs|f#M=Itex^N#o}!EUrDIBxo7YQOoIzO?*W6Wyq)4uwph zv`z<nj*MQU)NCU4MJy@WixFj@;KQ;#KP_*l`q$Q%|CnvkpSf0Jl}q)3NxUWz#Y&f% z*%R>OkXIUrexjQSze<pTlkKRj(E5Z@tP+_nQAzqM{`Hx@E&D;WPc~ui)I&<V6lQ{s zbIHh625zk{>MI?Bsv2tgJtX#9)b=b9Y8z>->r^mIOdN4kzefM7AJ(HaWn6>HIcT7$ zh5ur?Dqb-rKy9p{gpev#MAM0-81V#*yA2cw{vW0%Je@ptWoDlpI~R_$`|kvaxYM)n zdQ-vujw-Mt@NjIt3F^aS2a^{mNkJ=nFeN97@j*FtbFQWj-$dGKh`mAvLc4fQ^5Jlp z3*5r%j{W~>Wfb}qIYtb$VTrGf_l}yku?=cVx}BNg=V^mSi`={RnZ8-(UUie13R;A^ znX!<-GvY_7IzFaYQO|cd0<nbp$!8+hM2?n}VFzXw)BnT%$HlugQlcl$Swh%wF>jx9 zw|2whFLk%Qw=1XtzDxMVWGF-ic0nF!&fV3z1K$fhIIR_$0)HhFY1jNYrVhM7ZL0o> zHxU%I3-{GDzftd;#T1i(EfmS}m#f8O6Rs0+@nMV^tjqC(O#-0ax*Z?bu(`|7R?`Ps zD%w6lm^L&bY^<SO?2O3FvGQeP!)O964u%;VFoGzx`P=?BzBvq_&ALnl|ATamm<$FS zG?_Gq9`q5JlGmtGeHSgK9$-p-$-9|hZ(z4RP#H?m#d+Q=e758%-cKGTc~*g{O(#&F z%Gzc>d92Tw<q$90cT_L0wT@Joe2T~*-J!D&$8aZ2KJ!(1ZAEt|bt`<>S@<;d7JQao zN660+Z&_+~Zh)Q_sb8y6Xl<!4fDwX;39rDSMMs$DdIC{La{iankv9?2p;AcIm-YWA zKg15jk9W9fvT}px;i-y}GdZl9usw28@)Wvmc@0bLOIG2Zh8SXe7D6=;NAe7ORL`pk zH^r|*Ftgc%+L!lHxs+70x9cM&IZJeK+2vZ=ehyyf(}G;0_9L#SAh6e)Wn&$-?^Z)g zVOT%8Cjoqex1}U_805~Z$6O4bLH0Ia&PuNj041&-M2`yd3Nfe%2k;1(dlq1T-&JWf za*TMaIn^SlNp|e=3OBR3yj`BXVPqyvMIN{uX+wCadwHN@>K^)S7ZqwoF?)c#r*x^K zJ)qtX+05Y@wGb`GToQu=zcOFRS~KaGJ+1LJ-5&qTTCYN3UytQ47LaPws4NeaIAKMM zHsJOxsKe_pb$)O|kvwrSd{NH&o#N3H9M3Ydxv6+Kbw*O|Lfw}*4Dh*YJ06~=))xN8 zjp16e_>9R1?K^`bk8eryG8Z=}p2R6tLsd)+Gfrf&M_sA%4ey6qwS_*|g3y#g!u9eO z4|B{vY0i{RacMWAPhiUyB9~(%T}r;60b>3WU*+d59_H7=R3;su&ncdXXb%gx10BAc zSTQYj9^fk1P5#1ijST?;whR1XSK4BfnfgUVCz29NiIyg2KbJ8m+-&8$jZ3yaP2SQ^ z2zVKY_o@Plq|B@tbwy0-hCjKO^MNlq%f1R;ZRQ;a#n!yf<n6|9^7ijf4nxiw9>!Ic z=bU_5(;iw*w|G}&`HQYS5VlqoDC*9V-<RMr#(E@;i~q@(@QO%zYg#FduKPExP5N_= zSHKvy^kl+wAqSQZV|{b}_Dl^=W3$?v{w;jP30W7`m>R1qv17K1n$U-{JV>zS%PX_j z>9zk0y1H~$T9ai$P73R-PUqj<Cib$jfc1vD1)d#<?Zmzj-^O+*q94HThs-=-WkZ{A z4V|}gF49!wEK*%}E(1`{UOVPmFfV)&V^z%Sz}#_%`WG2y)&5?lAT{=>J0wkUfHpYZ zFzJNQhY~3M^i(_@gU?Wp`~pDT-4EW;>-ZllR69LM4vJgYpX~c?%*qty<axwo713%8 z1)w*k{;+<TE&8TK4<vUwnuvzKjC4=_nBGjQzNS4?mh(pH>jW<u;chiFxN+0J4Ej^B z&JJ=)b(_->c&IsJ@fB5fp8FNqvmJGDeaRa|&)gaP3+g{%*9Sm-HFuq1sac$_=3~1_ zbWGT?+kRD>_~6*gHs}$8$#X<jt#4Sb;9i(7rsE*rVe(vzWkzeNk3pkkxBom2i%B6B z25DCL2%-O$<Icf0vSYt@=(W6Ni<Vi_BX9WPSN<3{7O}{$adamYr8S@g-&5<sv)rP^ zacA0B<TF_8QuAXk)3dNs;4&=LihFSxb@&u`mZl&Z)XoHqP$x~v#3@J_3X=e9=_N6s zXbU+f+Z*(mDI`60vH)E{XkZdXg^mL37>_g5VVl3DEMh-r5G-r$R~w>cq2mwQe1BB9 zh+q49t<*(@L$L1s$SVvko)r#EjpjpW-wemv(0izfLI0YND*dZS=nV|ccYGtO5PB}B z6Eq{g7D>6akNx#ik~f}-ipY+`k>phm&C^V%+=ol6oV_BMcpw4a+T#k${BtTjW&+C6 z!-BLJJ&B&K-3~VpalkZtBm1_#0q%r!pX)?0wO$Dfcus15SaPt>l-sXd?QC_Bk3WyR zf$}lPwN2g5y?zRRmg||p%l!1PtO3&^NM98?@3vVkdgqUiLVF)`Y_?gxda2N->H~L& zZK`bUJrTHVBSy3ZF_}%S@s693%x~4CmaCUJcA^(JaEq>4gnpceV~7Q!D#i3%F2#We zQ>t+#GtAJ33EcZ{dG}Pl$_P%J>U_S|;o5za!`pZaBPq~rgD%plP-Bn0$-z;$1Ct)9 z+oA0-#t$fno<^b9RJ_J117BrK=T2FlEUOB%Ya;G<+9pI6$#RJD#cpEu96E9IN9#~& zJEm=^E%2bwy6=p-C+7eumL2;q)37b{J8^73y>!@ypEnV7R*hUC1V1;qEX$ZtaY=2K zDr-qubapdzjV!fB^0f_}5s4{~4O$3dTzzSbE92)x`L+L8ZC7-2g-@oA4p7rn3ErX1 zeBQCJ)z@V;^R?b0)gJ+5HU5)4Gyo1XfFN!moA}c~oxVD5qV>!8Cf7%=!c!B%diRp5 zPI;F?)ulm8UPI_L9ET^}q)oOvvyF@SVaE-C%yy@?2M88K|FCV$^$MPMkhNEW{8fGx zAL%s`P5q_hnUKA`e?I8RYip!^7;|BNX``^DM1IW+cs%=PoHpVXwq!lvEyo$-!CbCR zf5T(%v^m^+k}L5-Vo^7Ii{5H5E9vVg?4^>twE??PC=R70PV{7#e8rd2ZmrrZlZ-Zn zR6iA&%w2b0t9FtfzC6c0N|_oXR19j~q`rg2v5P+OtqVyPoa<_WaX5&QbG>qZ)yS?+ zeVRS7Lw5MdCDD=Q5!unNA;2+or>HTsGw;#d)k~F!Nqt(3<~I<}M^T`7Z)yXje>t&* zcicNky5?pb?C0jbG=H-k=HRBuFbnE|xyZqVrwm<w^>g1BmVQiij7+_m2+km2b5WZ@ z4pcKz&SFeiMFl{)wREgy={RD}7l{1N9+hI6CD%TJE&%J??YK9pEz`GUjJKh>53AlM zT>!sWjQ$_<M`trS_BZvNN?d81KK&KA*MsA<ZitU4ib7k_7hY&)z;D)7+c(7mAfv%> zQ?y<W=3_=beWbf4V<Y!g4YN^itVXZmA$r@S<gLTh1wdj+StoR@VQWBE7ErV0RWFr^ zzcFJ+nlrF+FKAM*#}NywE4V@}%B=ioZ)HZTO`AqJ>9o2o8um+I^WA_Ck}1X<YjWY+ z;1|52{Z~1j`w6<l`D)EJsX^MVC$KORa{=H64q5}(T$f2;jqDm|KB=D+p4q8Q8}v`+ z*{{@fGM`%hLG_SzgI{XiP;XnhF4)zqIkPvF^fl!8%-#s_YSQ4S5?NL9(Z}0WPDYkK z{E>|ot`cfY{#xNwlfvI&8ViFWxL4iqhV_;uble+d^&a8YP7j@}m>wo7k5}0iPF$m& z{9yKE6+7%RHQ(ERzK`(Yp#x`wllOO_ZfDA_TyMMCb+9Cu8OV1rPg?Pv7;$~7@*#t? z$h_#;Y9l{lG-rDpPwr=A9w%+Y#9OwYr8PG+Yxl22U&9<Dw+VkTn-vYqxW>%Rol5yb zVdQ$HF@Se4s{I^)9DZS;{0;CiG4VJ{cH>Ah+A~@G&5JXA3n@F_?HUy8-LNv85ig1m z*f(PGXSp{&Q*Ure%}esp7y1#UzOYNo0-NQK1jNa|^$uf_K7(R0)4=A3E3nOS>V2e2 z1;A1l+jrJ99)bs%<-lKa_~auUh%DVnxdH#vFS7pB(H<6%{QkQbpJS}}^4}pMYHxc$ zG4U=oco=y$ylFe(6mtZlU2Ha>GwG7y*qD3e`I&|XMe#!z-d~}`wCUFrCubFqB>XRJ zZn0HqD0s2CZR2C-d`wQHITMFe+_L{npu92}LQ*wEMXjdrYGM%DJ|q$J-k=#q8K6&z zw6Pl<Gp?F)95I66>B0~Apa$raQ<h_KIA)sk(+bJ;kyXR!bh!=_mCVR|8SciTQ4d1K zefyEP9nkWw@kkNOBFFYuUOGgdMlL*qEaXbW-3T=z-Cw`SrWJpQ_-!|0owLaV`O<KQ zL>S>MrcT4;jCmqCL1cmx*W?8D+cXO5a^yN(ZTh(Fpt`V|WV$-(8u*O<C24aFLS@b} zRo=|!0jFEBI2{S?R0+=wG&9O6U}61#u>9cbi}<&e&SlKrmCfFajnyS2O|wh2Z{;fi zRRm&dmBD;KwveJTTq2PFQ)~8UW%WWhy_!nLV9XR;s}DFoTiMMI0rUGH9T?BYs<<4w zyNi8swle%{^fdV>(GvPnWIpG4Q#RKjW;)w<lB=l9@<ZtmQ)Zt3Np2J}USQq_KW8g@ zZ8EpKi@5>(DJ8PXlo+X8TKp#(_>%Rsiv0ax%x^VsMdG}gG<y>86WKqq;i0zb_HD2c z-4`C-m<jzH>1Vd$SW0%FWlC4SB5m!008U1lk0oDRVe2zgkz@DT7^@uN!h5T0&3Zs9 zu<fi^LE)bDxZMvor7_=R5qZ*o{?RP=U6h+`1JzeoF<%RJd%A`X2O0~jK1jALOE>#( zBE&Ju$>Cx@m0AZ0Uy!e<y0Vjc`*R0^tiw-fU7evjG;SWe6x(^7^tb-__VMNy9^KK* z^I7SSA*`ivK{z-c-%&ZMS$*4r#<d;)xi;XbqXqbq^ytQIh4iYs7Q(YKFfu_Ns<u>` zQvbGBO6yn8)_y|F8u!rMLoF!LKp}$owU5!fEWhoXKN*i9Mdu=WRB^?XeKz2-WpA1v z4m9T@r)r@A<%^oH1k6!F;)8mBaj#WI=-;5v!7rzOEH%DBoXN)Gq@<ua(_2XOR9Xx; zOY;IHC`4O+>qGQo7}6yxSxEjLOj6-wFd+mk>R?JTy_U$A8&JmHX-RAMdB;<{ks#TQ zzJhc$R`oyG${&PF);e{E{#yKnOxEva^sA_c)>G^KDb!oSv&AGY$-8ezAJq}jbxSFl zGAZOABtnRVXW>%w1V&bTK{#d<vXAFNO#R5H7#!J=DZeM&Uwc}Oanw6fTg4-C9AH{f zR)Bu8aDS}v$N2B`K7XO_jP85%B^oR~7|5VYeAg0#(f<(J?TN?V5hpNN{jeAFjR}tO zXM0t4+H#Z);Y<%EtZ_ZZhbVomd&6<NbRB?F({O}&H%=r@S2PH(>R<3rF9htsF`Egd z`10yQ$siot$KcdZGc2`%Q(EKG<Xes@f-WobpccQYt(m+y%;BrJM;WcB2$7$`e#fJ` zBpr#+l?J+JaqaivAKn*n*=J?xWhRp7ZIq7~&JJX@$^r9DQOvag^TX$)f%A56$fPZu zrIle!Go0kLtLaCOD$2x|74GSf%?e*>1|QgB|CinjW-FEuTns8tz$xN`<gYSkLpQ0X zC<VgLNOcW`LeuG!fiO*ib=W3aP8<gk3BK$g@u{IdrN*xae_Oo{CZA;h&h9yWIG$Ie z^%QSG^_E}6xA5e!@qJ1oJGTBMefFt-mcl$od;oK>g86~}t&={K&l|{WO0?fbxdxKz zi!aOo(aY!fk<y2n;#>&Y^YBK41|Z81cob#$R*F0eY-s>*vF!#`n{~JH(&b*o9l?}F ztU3}?r`ZPbQJpp@lU;g?QC-o-=Ce82FysWd!*=YkB}sP*a$PpbKp^WSakl9+{VgSs zh2de*y9i>850PeFgxz6t(et5Xcr+`(51lY;C<+1$QdR+5;TM}gjq95o2U@qtELan! zEr)3&j;BwiKXS@OLG7|M3+w#I;OLRgTe%Bl?`WGFMoPBJ<pS(x<PfuxhmyV<Sf6M- z<q0h;${4?x$s~Dz8`-nx`1Zl2>ez|r%^m=ckatwt>WKUK#MHQQLHbhbrAZ>DO(BhO zy-Pw7Kubo`Uw=2&AjA8^wobV}dA#22BTpBj`b+#c8#Bs!3|yU0JTNGoc6ESJPR?k! z<NOpG8?_rj0Oa{dM(fT-LK~?ndHl3x&(}d!Ud9aXD5yM7Ix<}IZ<s;I7veku)BLhX zSX~ZTRyAy{Q*A}1c@nH`0yU&RV&q<v;@{T{j-Y>5UNQd5D}Rn>ndlKC)-K_2ziK?} zqJo2}URJ+e?7UuFn@jK&E{eZuLe+O9$ai@6>C_E@oKpHZEHHC*8Q^5m$WzzGK<f5i z`OZ^2eT~uhW74dS)~o8juy>**mw$y*w~LNt`$MR;l4tEw>!rO4^-$=z5UO}G>8Z;! z=D>1<HBH)=SW4Xl63Nmzk9j2*f|FNM?@+v2d5`)bRm{;i<<AW?cbiwxDb~2=KyU+L zYg(F^6+)A4VX4-Qz(7K-oOpH=pq{U*fVALb3uNaTlOY^Zy-3{sz>QawOg+SNqshxM ztCQL_G9!)(!7Eq)l&mnWe;a$lh*Iec$ob32tes2I)0nNGYiYgts(+U1ta9Re+pFFF zpv-g9d=+W(2e7I6_qgdc;fBDL<yU`@hqob)Q##`U9XX>N97BT5bhPL|&H2V{U9M9Y zm>w(UcSAp5B;P=6$Mu1;^cnC3P(O;&JOv5q(>~BE)qxi$Yr~p%fegv_H+AWLkPs)& zzM`J3dBQC^E)1iQrybdb1IsGYx?E5KhGOY4LaS4iSuN|BM2wxn&wzK4ot>cTVXjk^ z%u9mLz^+L01V97)iof{Gzy$g>S}?dQz8~)8+#y}*dXaXES~&44xYV1OlmS0yy<;3P z6_5e^5B0NOb|PIy?(3f8q?i*Pt_#~QjpN6ZB7Cx_R|pmM)&m8^5{6ci{&2|$(gAi* z1t||+y6kjd%hwN!xDJgNhDLXFzbi9JY$I`=Y<;kdexY`|E-<Wy?edCbc;R)Vb=r|k z`JTr||FpV#i?2ZuVYhXJJMF2<n|<Nbl@<Ubb|NFVZ5(v+Tj>6!`x`J`Bj(@_h%WQ= zXf#yGw`wphF58MTOO0kmvR2@^po0J{igw=fmDJ=N@9s>a>5D~*`r4Gqmw;sPP9Wk2 zpSyKp?xg_nz#qQ=-%YQ4g%EDy&lnf`EA2`mT?mfoIJ>)+tR6!*SKoT8MI?W(n8kHR z<c_HxN)R^;fO6!A6C(uDezWCmoO-Jgc*P68^6vZ@z=hlPl@ZKLl$v}24%ihwB_yp) zGLhHP+-KGyNp-QSyVnK21I~3I_c-!ZRXtkt(s=O_8{|rB5)bWwQkrVsHDy<5Z-Ya8 zye9V(iN|9NYp7e699S&VmZRhxky13cOg1ly7isZoK6B>rtSfV=cjXk9cE;LT?RBCD zoVXecNLqYi(c~)$+;u(3Yz0|KZeD2>*r>IslRhw?D*XTD+;B%?v|uIvW-EzrfQpmS z$aNWb;l1EnuUbv3;RqFYBuVlwa2-nS6b=L<pOX&?v@G@RheJzi(tbC52xq(}k=(sX zyZM!K8>2Yb-N@3v5PQ~BzuN3@?DhSknaCcovueVd_Hx%$ZRZzX^}Ii&E`lTgx1Y_^ zzGa~2)hl(zop-_NJ#b>xrL1;)loPt)d66ZMfcl%5rXQLMDplnig7j23{gQi}BJPyb zJnodQldF~riW6#HVx=bSc*+iCrgZ%CZ-~;kzvC{#P^GYk@%T&GLH@W6lvS;#tcIL( z(uW^ySF2s7j3CbWIRfj+`ZY2sSR>2!zMlNl3`cBg(<%0t3b$SrT=$*XdjN8Yzf1X+ zrr}hDRCrDa5!m=3G>H2ro%4HN@cvZw(vbmfkDVJlEQ6m<qpT66C53pz=ysRSWbLd| z;p(v$HgiLp4lefPrW6O^u#AdMkDQxl^v4$l3-zjAW9x?Nh2dd``GM<6EQf@~r3P0# zkOK9LrrYfsU}RF?e;xjHW;Kb@t}p_)6KOI>VRj{j%*XB2zJ%J(jR_i2EL9MZkDB$) zC#p|*_l8cGE?W7Qs<!vnZnDxNY(^UQ`JOY#n6}!7dWue+Jn!t4SX{}`ARg;*or)kI zx08*1Ou42mPY~5Z$5XFR0qHLPtC_j=HHLpka6H0cEbQi1SFbC^79)SDz#>tXW~U(f z(RLum9LGOUqYpK!K?*NX=x@hEGF8fi(2qpaF@o}-?geGZ6k!$vXnY2j`nN&;hbtGM zI$Phv`6rSdzk7>v1CspvV5#=~J1ep@?<-TYS^<ucm4^B%%tyJy?xb)K&#WGdX0CwW zR!(_ZO#`4iXwZ7~gC%@J>JDTAzCbF6t`u?%RR(aPGK$+xcvYReJvxWFR{4mZ{6^u! z(Vs$&o+93&iNaMLG36GHWuI*~=n>C(729elz5#W)f3eJb%4_I%a<r}7=`*PM73?kY z07*yTE6VIqGX33KZFPzG@yCJz)jQF5t%fshUABWdc!v=QzP|ASD+8~z;V&ywf+%*M zsLx<!b%~;HQr;R0<;h-Y8~z37#OFrpw<g(pLogb`<xx4fzo4ay7iz2M_*8VGb8+Me zst<IOCgVEA2x}{E*JU+PR8>bk>G126zgxp3(bo?Ul9^Z8=Y9$Eoe%P;+~JY55`Qlh zY{m*fjSfN`6^|ATwHEn!(W4-4ytPhY$}5%oaYx@lP7{0Wx79cnF?Ix>y`+6e9wJrr zBEbg`t}x!R6BO3=fTf9#L;n?2FVN0p6cAEE!Z{A)oV%03X4PB82-$XFIb<6LXqGHV z4gu6UokZXI!(Z|4-u(wk+?eMcf(;~lI>eKT@Wu;5^kH_AXpQnsmgHR@&nP%*Y-m~Y zr2nAg)bBHqvd9I)NUk^QOgqnUBm9fu^YDv9J5`7G04sNNf~f8T?0ilu&bLLkocuny zk`3W;Jm)|kr7x!szr4DlK29*tG9Niy{Xf!jIw;Z!NGm8a;<>(lOyprfY5wAgt!$IG zC|%?q!LGEWg0BWQfOV`>(rN<-m~TtwNyR;<rTqCxo5mIS+tICX<-aC571Ji@N8dwy zTRWR6Z;#4WKEvH}{ZD#LrQ;pQOgo||S32dm+VwbXW701doMwjZVeTFJ{u!H#9WyBM zhA@kVKw<6*ua_4L4w(UfTjwG*Z`j=1se*)ku-(%cpyL+8y2B2tj}2C>wcaO<o6mE6 z1{w_+mjZ~x$6Cg;39b*!iI+glOyG*IO(D3)AZ0MQZ(HWsXi`WFVO+RD?KY<FqSiy- zrX{^hQjIj)SZz|7X&`!-etq{ai`Vnoz-Ooh1DeFNv5jNrC^y%OPVzx1%ri2vK&BgM zlPm}xZKfz~mO2>KCN-pR9WgPgX7Fj}z8mmo{=4BspHbEN#WZ}Ak_~bz#J>ny+}DyQ zs=|5KW>$TFDet-NRtP$!uHuC{U@}yj*=ORzl%`GLP~N(hX0AlGlr|4t1!eto?UmI} z<qlHFGvzO8-n?f%tU-4mjw273s{E88?r?->Q}`xfs)m0l&D`XtAvR~x3Nk6eCetG~ zQRhQ8Ia;`OS}np&$9Hma5dXni*p|M*uT#|p=pc*M_%I*qfRMi%wK7xOXG;5Q-gQLQ zq)$iwKpd6J+Fsc@S*v>{KRQV$m+A5o2G?(bilVVQ8h18sZp^&<Tzh&dJ;Kw)^WFh8 zVcHz<{oUS0`E|kIPSrLkajo>N!LVm%XeBROP-luX*K5Zbq)f($F3TEK<cV{JJ<KWe zNF@kIe3p*{OJ_Y`K4j8=>ApGrbruAZ9_ZwE`fE-Q6aER3-#T^!-5Ds2!>FP*c5Cil zkM$A%T$^>ZVpSNw=`<YgMwees;mgggDD!BMo$bP2Y#(-+bsA5>s^#sCHEE(kyKU;i zGms&3oDDHFk3?!$SNg#Gcr>Sf(rlNV!qjWkZP54671Pc1e;~rcb9x9v@aEuSc77#w zS<zQvr>W;9mCHGjQ!)pGyvicqq;-oi;DSjY+Yr)I-X@2i)2DP+q>-QSYhw`OQJ+z6 z@BL?U{z9fv9Q6h1wVI_c16)e@l2tk~kH9onohUAhHm4UA2{tg+%OqZgxM!`UTL!B6 z?u#B1h95D$?v=*SXV|VM61~v>)|SlZ?doD4i!LY<?BzCekA~`387OULc>!ZTUdrvp z6KRQW#5?T)e^4JQzN?&Jvyvn_#^IVYhqOsI+g8F@J<^(2UCkEwUEGu%3g$*%a(B3^ zTk8i}kIZ0n>i&>W(@h*F@!o^*cL;$1Va?2Il_<<}fVZ%JWA;HHYwvxswPOx>oo$kO zztp=|@wSurxx4)6dSLat0epnBT}4-&@-q6=x<h#8G?ICeV3?frh(v-oV4v7izjANy z;Y^E1BC8(osl2W1qKN16$YB{E^f;pkeCS4;%4t5DltD-BC#oI^(3@Q^mVC+!iH5Bj z`X}f6Z1H|v*~HiROdI+>QMS3B1^8J%vv}pKqW1qv@&KI~z_qB}Px&CHzk^vAO3Dgy zKUlZXuohll_*XP=271T4vSNL0iFTUkhsN{$+mCO#1%HS;8W7lDlg^%C$g2<Up+Ecw z`VaZACB8j1^aXj^ec5$~|99`lR*$2u{$o`{MeCxQtX$H{>V<I?OstOV$Rzhe6>b~a zSAATEaovI7rHR=SRxeG~@I@4C;rND)$g~1IwLA51U}w$icQ$Bwsd>g*fMP3Ej_84J zAB~&4c8u<%^t|I`FWf@r6`&lM1w$<`mvwsE^y57dlUg4`>g~yt8Pp~Gx3N9!p&|su zchrd+*6s9z#C$2TUuXOF*RuB3N*XpvzP%GnBVb-jX#{k(>M1v`g&{S_5l@EB3|A$G z%xeZ>U-^6Lm+vBlF7IjKTwgAar1R?wvb3w8>=XCRln-K3|FFg*fBPe+xufpi=;qkp z$@8T70`O9?QwF?&P|$*NI9}L+&LN2|@6ddgBQBD>wt*wlg)hG{QB}9Fx<bfF;<u7- zTR2c+C;O>8%uhJ~8-C84pjy=uT=YUg+Ac+2R@YUKCex|2wsoEI6FMbRV`=rvLu;vv zO;t(Woxv2#7+*iIc)#*xb5B;#kFI8{<RgLSqW@)rf8Yz;#$e&cM642j42^k(KT86S zI1^ULZ)NILh?kig2eALd4?lPq133leVp@uvu~r@{0rMD5;CVzi1Zsa>g_5ssOn#3* zNzbEZTyLzPPw!~$BR9-lH6le^<UrrS`V`0HZpaf})LHA{#t`i#%47StUd6mlrBE;* zuzWP*jG{_Uz9@{?R*9aswwmcPalYQ*1e-PErI3R7&tkMc;-qCT?c!W`$A+fa(R8gF zwPD-5D_2Ox0V06fSu`K788-Ua(mGmzX%ZI@CzPKeY{ct<!k)vIG4CY8x3LqV#^t=# z>Y^w7(oYfDN!8vvdmJ`w>F|U!SC%g8+%qOD*iU6At}}>T^k%jHC1C!lKSdLMNos(S zR!**5%~2f{Yp5?XBRWM_m>0aL5LW0r%csog667s-*<ZN#wyoZ@$fX3Mq%2M9Hy?wI z$|TJh-5W#8hm;%TrIeY7`5b&q$VbiUEsK6R8lx9^G&?u#o6RDxW=>AE9ud`L)rRys z?`0n75MolMTA?{+`HX!CuC+kY%~t3mq#@A_3B<jwGYm0rc~9?TPFb@kK~dCDPe>1Q zk$fl9pi?jR!h?#VZ3epbOc@1?NXuGDuj%+p@F73p{#jHp>^9&+vif10J{i}<>yEzi z&=|Y3Zzy2wioiApaF~rpXYcOsiG-0RV}GlK`S8iz#={EUt&k5l+c;&wLu5o!_aKLN zJr#536*_j}T--+5PU+<rh}8yz!u=GtcLZxSWtJ@ePC^AY7Bl<OB&*M&+u!qaMN!i8 zi*zJVbEi<Ib${T#BK@Rio*J*H&*LXw8W`4HG^{5cBOO{x015x%yqwv+Q9W?S;OTUA zT`WCe;<60iScDVA#N+PI(C49M715N{?<yl9*X`CSW3W_^XyKFN{ha64&#f^nN5_?B zUU69Y#-eWVV32D*(nXD_Gk8zs@jRTy1{dZzTCNA^$#n6bkSu>e2wO94MtvP=Nc7z$ zKVkvD!U|p+)*x;A;@iW)Uje(~=k82;X`}zr;-gohkrbNnwU9h>eo7~vNmp$MLwXr@ zBW81wVA$zYmnn#5%}yJ_1363RMD!jLcOAq<8|NZjM(Z%%E8JQ(H3^s1Uzgxt%xHa5 z>=a$&%G<O={o+(PX+6ER$+G?Gcjl6*JY;EeQMSx*vFK#55)bC7m+!KNnVM!<D*L&^ z)JDeWd2%g?=-)INhRulJL1{CdF26fgCL-D}lVyUVKm^y>=_>kJvDU~7)khJsiMdv4 zE{r3|p|-(m=@+m+r$nDpcz5AQ(ZZLjf64X^xS|eVw~eASC9k$Y-ce|NlG`;qnsZ;9 zC>o1ZcU7h<Hs8T-v=DdfJ(K|&n4dL2F%A?><<A|icd&_@*%7mpfFzEt9g&{l?I2DD zvP%3u$=0U$pCG4|>Ii#$`<(TzR=cLcuZie<0jOk>*Nk3QjMOPP8{{ciJ^6H?b_#3k zJss4-zbEDxg#LRwyL0JKSoU`ixNB#?maoAMLZfU_`ICxYh+nbJW%K;z<=kW%tXanf z9}D)F>bNWRFKOGjpzd)QnAW5$ioQgy$88QDiCZ>1rOJ?fbWmpO<sA+@GM~Ao^*rQ0 zp+o4i<^B{sqk16tNTvb)KmBvUwQInY&PIe?;jez3vHk=7`s<U2wej}g>Y8=3LC0IF zeL~8g^t8ROiI9U2yH)YD+sTX+T-_pX;8Kg|oVq<lyNvfd+@n?Hx>ZvZC2YJq%bfve z0p8Q#nO3!XKl4-kJXLbFxKgPvePCRUOtMXn$ibz=6QWQ<xvX}$U0h8|V^1MdjkN|_ zw)~@(J`@aY`N=^CACSqeg6h#jYgDe-)JOt5AaW3tt&v@)TN%w@JQS=}X9n$%r5Y4P zRw&~{{b_-91WjI1-NITnHC_9&a9)JT9lIWpC5;`ARV5K_>BrE#xe5R^h)yn}upi_j zTf#jn(*Tgigx1L@>-_*!I`g5Q{uXTNT!~SFW_(qNwgoYlrZVa*=jm!7Sz{a76Y>~u zix|Tj^b^S6tLNwsa3p?k1?|mMuufA%yxQv{K3~;@iTw)k!Aahcb|>vt-GM<$p{<yt zKAYE3q-oY_N}CY!7kfyP81XdNt;QO1B`7~p;_{?fFM<`3v89a8e%u)=@_%BViHMep zcFEayylb0l-zwj9w)z%<9b{T|CtoXa=Yzhq*t(u*BD8elE~;~O6F%e#TVv>{Y%AL4 zp4PLtj+c=}R*!M+AN*%Oz$^tP%7<UtJ<9&JW#EywU%07}<aqkh{`q^@j8&ogncDKv zUQD|Y^w|#oD>*{%6|euOE>B9qm)e_QbiWePIRkp;afP{OS;#%{urN!7R>ox!%q^dS zH>xwL_yz67+Q-HqQE<h;@C;XeRK{q8mqk)c-=$e=V(SF0lr!1w>zYDWT$j-T+@#fE z;$&R&nB&KJALcF_lG7{Fr!hbld{R<*?c+1o`4a1Rk!7b*2@MKBPF|p2|FRsQpU^=w zlEKfYbzQfsga0Scrx})H3sx^tbIus_Q77qv1_SEDO7AVFlqg`Bw*xg5oQT(iadgrh zi-n6J>SU=by{Vj|+A3P8FgwV})s(f#CYsV5*I6@e>Ef7a-9Z1bE{oZiOs%pc`cW?9 zwFN+sW=bb`5li=3_BfIv(@}%ZVQzz|kGeHHjm162(`M{_0d0+*v0^5E?c8C@9#oHw z_z|uU6A55m(E5;{tQp>9_*1LVNrd~|vF$V8H9NtvqMJaCUrmCFgE0l_QFfdvYI^;b zh#pas!pCQX%A;DhA&)zE69k=qgHz<V%OJURwyuT}SPf&fGdn&|j$S5GchjrlajQ=9 zdNCfCs6M!qg_C#)f2}3>G`A>Ubt?+Lk?t{}`>2y)$TSh!$112<@k*g(%WZdYJ9MI- zV?8PV13MKYyGUpLdmwD`Wkbqw)CG|#z#2^Pjl-Yv)|yBNE+u^&eNvKM<bHp;Fr#`9 zel)lgayc^|yMF#2r#53**@rnq_oZI8tGO*OY$O8H-;?go?c|FHY3KjfBqbdbDsfz< zqeN@`)uM(b7RfA7HOIo;s59(TD@#|_2VE=3yZGLH;g0B$l*%#?(jg~sH-^8{^`bYS zH)O<C2C_sX*QD!N!Dp~Z)3%vs#>}N{*;maS%bv__A5UJ={4>aN!PKNn9<QE5EnAjQ zo*01fCzZco>%F?}Npy?Gyjfj4FiEb6HO!)w+f(~K_#Q6j?WdlB87Ri@XVH7td%I1i zZdqZe--Ks~ufW6ql3D(=d+3WqQiwALLhx=MNC&w-h=to@GTX_@{>C+M_G#*54u>p9 zQzvb)8S?&`RvoNTdp3G49LvBY$>R!j(vlg6;Fsu)EV9{27T+KKQ#NuAAQYA+t#!>} z6F(uz{G%;>!`1kk&#J7~i@wRm3c|8FmAzy_a2&+DNwh`%O_te!xggDXZut&W4l1{t z5vO@IgqEQ{JLvt89;9mqy8?M#Pk_ohckn8}6xCg*edC!MIiHs^CNtOQ#D8Dh1*N7l z$_~#|&cIfOeT1HrdNE3!PwtzkwYIvmn8u&zgfrQ<c0-CYRX=)0_??W#jrI-F)wJUZ z$_>^(^@WL;q-+z(mCsws((TCRpCaAi@Gh-+bTxrDK#G+#06z~*w&|BV9Rv5#PJuxL zjy*|92zVB;KIv?5MkLfo02;LG_uu;tHM<@24caZulU@jY8B%INcwnHt-wPKT_G<3- zMKgAadyY@oZ8d@isjW)dwL~<eWQd|niS667+LbW+W6K`B=TMY=^!s+`IqrOSLI2o$ z{03Bj>YqnTu06twxFF$O`+?TemAz)@ge>hjLvGsG1uvNw&`~UIR3kii*v75Yt*!J) zWqEFSKN`6LdqjDXBEEzhq$o{Tj{)mQ)mnAC+1#StkL(M$)iSBF7v2k7Gv}*BWW_)O z77t*|+L4b(!A|N9zC^DeXr^cov#aOAMJSW+Em*bXE|RlXR-hjv3|$%y^8QRk!P79M zkURCwwd-`i>ZjcQhIqT9k*%^!KC+m}tGAuSMk${y6cZJi1DyTiaWwM*?*D{F!<9eb z#q!(z9V1o1>U6ME$rpcvm+S+c9WB-3+-r6D<C9}{vB9D5VGy8$_+u$4)tG;IOud<4 z7<rR<$CGS8vfLGXAQ5uIZj+GGY4v4L+@lQ>%$n8yB$Q$w);qo(e(;Q#9y~_JIgQ{e z$p!vF-D#zHEg9+XyXZ^Ttb$?4!<e7%p5f#9d6{T)#1-Yw<<JdF4np*Je3!`$*lEBz zH!GJldtQ)P>mrMnHnXG_*mtv&|51l@=MHW{tqA20g!tl@=me$NXBy1<$wASP4&Q$p z$N&E0c)$IOnXxtCNy8Zh2T`U*wvM??2`9t8V_KHz)u;V^DLyZYQUO2PWPJ4tqTZCb z3&lqry57Luz*h~DS&NS0OBGE?G-guR8ncF-LefcvIn0sm!!%D@daW5f>15xp)}_7i z>~x}e7V|=7h0<S?kk5S5en)AY-s9MXW!KrasyK>sYWS1!=sEDTa*gBjn)Hc_jQ)zS zu>$~so_a0q!7b%I`xUYARgOg(7EjCgj`m5tP=7*X-0_AO8Aj2@u>Qp1_p0jYM)*a& z5$c?l0$R8?C)D{A^W3s&TtvzYQUjbe*A7hl2a@ipUP24R8+jUV*$K%WZr0sVUR}Jn zuhl_j_RCmlIIz)iFWxr4OPF*biQJ4;@-X_B#?&Xq&og_o-H2Hx_mzq-o$_AQA|%EU z?yJ8p>;tZ~j1Ju<z1ZqW^B<D?0&o~{8lccBp91oL(e2?GmC0OvbbMFxwH$!JJY22z zXts_<BfVN9Lp{fT-Hz8`yeh1!?WyF2ZNuG8opqISZ8ol)N~w?UuRe7d37&&T*=lE= z!Tb;V5AB|d`cY1$A3AFG$k!x4bTmKpG95*MJh7WJ)(ip2OTaPLqzl4iCk%0VDDjJ~ z;~P)@ot=-xO@po4fOiEy!UlV&t{~XPLs0ij&AYPpPlP>7aS7CZC!|Rc^>H-Dx5$xw zMkI8BH$JR1;zPxv&z}%JVYgaOGHx34Ui-3N_A_oyrZ~YIm(UBr=M?60gO?B^ZI0E7 zQkV};G0?=07H=1%Y9KQX@!IVd&tgz%%T!Z(kQrNZ>H-l?_Yg}rJ7&f6o2%U*DaMpL zs~0!Ts-vOzStwwXTj%t`<dN4eJ;=Q8Q_a?^u6P6NUSt%k`D>I}S!R%TNU}3`KD^kJ z+{%icY*b=K<r9S=3!_0y)!_BE;JYKgaQ2FZ@CP}Anv^YipD=5cDciKad7sD@138+O zUyb$~Vab}gc$Dyso%U1h0eKW~{b|MQ2Dp7mj^ODiUy-_EwDlgd4mazf!0=jGpa-oB zpQFQZ>14cf4&O!dIk<A8OlB}!bYB0#zGcxb%@pAg+X#2fUe_K`U8X#;%HW2+2F}em zBw1fhZK|?+$~r&e{x25Z%7ae$CxGaIYMEAX-sf&+B`V_h7re;q8Q4$!oo7L7NGsz! zM_E!}_2Swz>Hid7{b^SQhTqvqq^_mj*PBDW8(3ep3t7+V+~1_sLQN^>xrC}ML~$?R zswm2n#e5BA{r;mz{)vc(9m}34ggzR(V2;Yc_;#4QF&=4S!Rn?BFAq>3;S(fxX<~jN zz~@ZcEQ_>p?KB?1QG{V1q_LhHdc`MvyEJ|HG<c{pzWT!N+cNQIXWL$e9TFb<7+|!+ zmVYpx;F#Gf9>q-kX4WeB@g!YmYrqbY!HGVM>a2ba|42Swn=KDdA6?AZJ!NuVzthOt zVn$dPV|ACvq#$xyF~0HY2PNsoTG9=7pr{8IypxTkQNiZC4rz@qs#kp|(C0yY<uNbH zD9zK{-?n$UHdp!T-(CWNefRBa&M^05m{03oNUUHNH{uU>Psx<(o-IC2=KPxK0hXVz zuknZE(HYP&@4vmmyHUx)$E)Ofea(5L>es{FB>cbYmtO~u%dc+(o4cnWj)B~}aLQeh z`cGrb>Yw0h|Muzn@-8Glye$FhyWpBdhe?@SVL#{+Rjf0muRa<Q2hLOFr%1K<Q*Qm$ zwm(#B11~&IPQvbJ7K$h2Uhy_f6<3)Ha^V*b-SwDZAlFbsPQ>}iCxQbhuG6`<41(M# zOdfi4fvtKLRwe?{^yE0}$^gyD0k-RIkavrcv)c8`<i?M@+9>&Z|J``pbCJz+S=;(0 zo5dl;8HuBpLZi5{=b6fzRx7EUsc9U6OzYUKT%QX4cZ?=$Jwj%F_lp5>0CSX$c#rnO z7SUeo=OK;OdzQJ=(D<B!2IZLdocSHRlj0v{7#dy#vL{siCj<vXuT{0Yg}2Gmc~hmQ zz_8#_n1zHoZQSCT#Qt)JCTFLB?qc5<unliSUxh0UhKM!`Hr&y7$LC-)rV*SmRG;AW zueMc)DTQe)*W(ZTei$-1UU!#kTy<=M?=EUwbwWZOHus?s_$GkgdG!(u^xYairVzqz zy#yDmfj=Mqea6T0LQu<6(~{vFM-!{~MDrt7Cihp)M`WO!Y(Ar=(dOza^yrC;i=2|P zwrx=G2b9iV{55hUfkPA1^Hi<3dci>S!Q|%LLZo8fT*MT5-YKKn&Da<FWEg*38L~^d zt3zr7R)(>#I&jlT{E#p!9^DM=vHKp&#L))s+O@FFp0BF;j|{p(Row=H+-^Dp7vEyc zKKudorj>VEbz2B%?2yL6;CM;I8UqHl@!|mKZ5i>Ar8mk(0Pac&94!S2{bp7OHLKK2 z8~tFnB#GWwVIo#`22n^d61*-+G+v$Ne73I0SFwJ+_R?AVe>Vm;SA+HwY@Su^m+eGj zY5N8!WW6YVQ}RS`PZ|#^%9e~|aZViD1#9t2RmS+*gzSy1kB(#lU8GE^nmbad)}9>N zzdXw=$H#`K*!Xer-8v`E**Vd&>45l%AhDV5HqiK&Ac>)jQ9cL1O7lFU$dKBTRc=#& z!Q(mkEWHtnsRJVX-W^p~JH~YYNw`Jge1z#nW2_z5bxj++l(S*^h_Y6Dyrx<&>@|3E z4*%&A_2Mb7W;Q1Su|MRQS61FV*rAqk3mi%IsGYmwGnTh<{SERI(`<zsQWBUE=Bo@% ztb7K5WU=9yj1TBod!#{StmKikq9go2=gva|6T5P0zj4m52-XDSk5^sD*Yp?tDDd9* zIi~g7`f@XJZn{1KE=uSktFuZiJE9HOXrK^vKveRP2n6K5TO&Dh8_=$g)Ngl59c_Ts zF#H{i7Zcbd6B!X455tT7vO5EtVMz8(@oc1R>hJQ-$^t*?9Y|1P*kc;&%!KZb9}b?O zl#)BjpjzhK*%do?Zy%W5Nr<sPeWW(bEY4}NMt?I1z%4XZ2R_VGz}Uv(f5?bg5J$%< z%v2u!rOWOI<>T-537RMoWBG^fOVC^Dx9srvt6N(c-c2^O$ULH<LcsMU72p|N{Vdn^ z!vE!@BRcBcmbs%tSu7(F#D=Q7WZmUq!L}1fNl^x6w$uO40p~61yoFvUb|>9KWkgHO zS~v0<<FLefj^HZ4)H28mn_#NP6bPI2m<CUVAyYo_&Jrm~3TT!!S2RRqI(zfOmMGte zAA+77ALBH+jDPjA*scU;IGT!40gVgMpDOW3)44`OM|Suu?0I-Z2FHjLy5w9Uw1#}1 z4@(whA5AcXH;3z7z$&lEDz4$$xPF$5fX$Vl1r9gR`_AyW#qvS;1ex^gH_&nYKH9+b zSvxtsY39ZoUIA5jbl%Zdb&)seP=(8fL&U+(cS1U;+d;=TMG<}1T}Eq`K&8qZ(#tg{ zZRjs+p3<f%0H~Tt$(v<Z8#bt#H$1#>&%lXBInUmJPn%HiHzPVpgX|}wKDATOS#Oj} zJ=m<&%wHO-NHPvG6Zkfa_yG%{V}162LLOH2BB-l{v)ur|?%5Aeg|(mjR(y11qvUK& zJ{T3g{GRHkT-T@-&$&-_)oau8Y_rGpudKoD<Z?X7AVFRXJpi`~P{N+c;)NFC(px$n z457Y38>$BhCSvKSYoIdN6Sj{U(A(p`n%dZE%O4JfpTxSnf-DCu#!he6__|~$mfo8) z$)Y)wq7T*Z?j4{U$%w~Z--LW5*q|TOq9WSR{h529B~#!u80Gbn)&knz>3><tO#g;m zB~(x@!D0)}qs0GZi&JR7-g52`>T@7PS^wn-_hL~S$UBle{-?IR=zlz*N6#KIp}NtS z@u9D^F`A+nt3InuA>XhJBgqwTdX%+y<|$^`?DEdci+U1Mv<7iP;VX%p4pr)NJ(hxJ z)5Q$$PzVvfV>!9P_!tV9w%34QKe^W*k0u!{Chj9_g0(zcuxm#|Xv$rdH9ayXLSCay z>a^!?>zz{;QRb*px$-5ZD7zo7ejT>TbJiATVqgq(nybxlZ|NFz6M((2*oSXZ4&E){ z?cp97-xj*DWCneay|sfJ;boi!H$}%4=WTp$^IA|%{q`J9f5hI$Jc~1**tKY!OX!Ch z0h=dUZKrSh@5+5&NNxtmsV@2z?F;%fUDu1RXnw#3c7+a72la%M?*;?Qwpv2VlT_cn zGjr--o<|1F-yBO3DZfIPG#pvl@;E9y0_`<-tsjIe38gJqj9$(!q7UKeo)aF$@}`5> z^eORic%l{y`=$A)9iBbxqsR^KB~(hX1aJ3)C+jOq843ffx(~neIuX6gf<`{>s;ZP9 zQQHWMp2(TL`gzQ-d*?ay3oLIh;ofIP+sG^2>5$#vk{I!u$@4?a!l_8LBhEAtnqvZ< zG7)V>%>S4;f4Ew|Kko`v)>aAA4F^PUw;xI{EsFVtL0y{mTPAbGie0p0^2VaFqN}yJ z;+N~ik=8lb(kU`Xv`4;T7=GM4i1E^6uyP&Zzwz&>^J%1WIi+_E*`^P}Vx(=AL!7~S z+nz{o*TW?BpRXh0NIID(UI#0dADKMK`T7{HK=d1_>;(yR#2$|84`LMEk@+@>Uswu$ zWT6Bj?trKBs*vokb}rznPYeJbNJ>28eO+p~!Ws@DEB=9^^!Zb9@P-E&EF*cbh_@G~ zzsh^~jdB)w)ra~ymNK~>h%#zQ<De*ZfScI(Z;-nmvLIp-Qi>xLv&5UQ#?uOdOo#Qe z+!KyS;mOx1YYlws7UUyfJi+!&^loD-f$TXUC{Y+2fDNdIsCShVJ}8b1GAoruwxgNP zRB_TDj}ZX3Qg|9ejjB)Ez;XDZG9To<gGYU(?~!_+ETr@)JkrzL#=0LUllms5o;Mg} zHp?euY%zI{96yWMIc;MklQsSi*@5|lbg~OMWFP+=eI%SRE2Kjmqzz@xi#d&oM0EQi z;OxCT=AkXl%;snUASrQeGCp^qFH^cz->WI0LKO@Q^&<MC(-<tz9esr!>ZUMia>)Tu zSp9m^FU<81)rn6`Yu)g>F-b92J8|Ap19oNBK*2==*AF%V;BYZ|r24d4ThvgVk9dH- z(7u_gp*L|U&g3m&H)U#lNq(h1Kd-A9w_K1bz4+LUBl~9i$tf`Zjh==ga9KXPL3udR z7iCQyTROlBf(Z8x^X`-^xyLDvWYY<rU*bo~<3zo~8H_O+c^M-@426z9<s9DwyKQUi zK<90kv+j;2IiFIQ2g>X_&wMI3CRyXz2IR4d(5tBP(3;1GbF4V)0M_JBB$_E@aeo>Y z+X{&yw+Kv)IJ+mj$^SiZM0mKr^#?8sy@_+yz%oN6H6B;4I3F<h2|-Gm1>u&kzxAZS z<IL)GtsyEoJLFVnY$xF^7{79ljrbHjG_q3^V(ytNggt=_wDM7psLFLh1ydk?PIM9{ zxn{WDQpL?JifY2wQ#*b>sM^v5F*T&RDZ7XhI1T8xxeMx-tqZbk;#_#Wyf_+?E}(p; z)ve}+D(&4MdEJG)_i!9z6^5_5@&S%a2IR9gCr3N61Bv7<+7@7n0Y3sN6O}wZ%60E% z6v5Lcn>@kzVuM?%gOA`G?^)>NxpC%coNF97JIi>a6n~82L~^7V;`|P>f}dIfT!gPy z%DP#X1W2)MM;Ry7o#@SXC=s&MQNbr7!`(hAwDo2Iud7saQ!|C$h;IChieJ<YCY>pj zMgMj(U3AZGWna>voK;+pXJ&A)?)s)cjtYK;pMSL7N^l#qcVV{z35KUH_awG*Jv-?Z zNL*v%UZRD4B9_n=+CiyQ!i7~=3kh}nUH`A5bMa@o|KE5z+;aOyDoNN%v?M0(yE$%k zms_aZ9Vv%7cDO5tv=}?2k~AzN6}G#OqAaPLW^*24OAbr4VQiSpY_s$B+wX7qydIzT z>u_Dy^BSvE80WDW<%_tDj?i{2wcGmWwA!YSEk5%RVR=&-qWXwrli`N{fye(L&k8Q5 zf$s0Rb+dhXmu=wem40gLJUpG+`62=Pw;+z&N&c<3s#N3uG)Xl30Q{%Ww=iHh6KNSr z!)7RFi5z4F##AZ#TxE_o%Qr)eMR)WJ=T_IG?2+sZX386%hE*ip2JJ@Xpadp$&cs8| zArFqbqB2B}9F#%vo7o{VXVNex@|HtH9~71ENeawW>Vh<<W}+(o(mF!rAFx<a>9pao z4!)nxT+L3N$P%B8_KLd;``%(A;P3#4i5zJ>ba(s_-jOeIuT6>82uxvdg;&h-GZz%T z_IVI?@V33WO+VjtSpJ)IUDIo`wZ?C;BiKkFbS99T6Lyi3*%+kGA|_xrz@vs?^X__t z`b%0XzSO(V_MBB&G3*U)X6Vot(X81y<P7vJt;s2_{PcYIg}AUZrib!?fca8RJGDTv z$2Dj}JNOAZ`B#{mwYTjn0|(Sl)o#;(=V8o{1<~u?uZ_9I)Vl-P&lqz5C$MT~ky&c- zl@Dxax5}H9A$uX(fq?mwBSPOMMt$|^X^w>sL$(v_s;7tgA#V<wj00SXB;5xYPgB{) zbUojEz!oN0#4Hsly~ZFHJTtk$LF2!#3~bfMxz!mEhf%NJ;$wJYQz=74#`s2H^%Kma zR?bURS#BKxABl15_gtxhkP{6Uqw^8Zc#^$gzac0Ou%<f4DBM>vd$Odj;VCtE1=aYP z9n1eF`>4BpCe|3eUqGHV!9*Wc?kstyuyO41*hh6jT~17g<AsoyiZk4Vmod#>mj9QE z`sdO+8;#68W9KCzW9bOMY$d8#AducqOnW|V=B5_uGHVKVEnY%}hek8jWChNqUe!!= z14q=`6wA%{Rj}X6G`4k@u6>J&nUv19BXqwQc6zC-`J)MZdLf&VE$=!toc$VbdIhcD zS8DXC5Us!o75}eAQG?$bB|#Amyh*fANxPfVQa_0*Pf%>qeG?sAT6za~2Xa@OIN*BA z677^roh5gpNxUw#JUWDJB^&>9h?WA;8c>)cxhYMY&N`0dUff$gv@{k*bN_A#kDAHo zk<XRqc#9<u2X(M;$v091oSnwTn)5zb%A7fBY`9e>9v8y&7{FdJE6!CcBm~qD))Erf zAAA~&6g9E<@gv14>*bx~?6<onq)9#r)y#Ww3Dl-M=IH`?V4sU4cT=1-_}Z#ON@G$8 z&RvfmF&rv-V3ycSy1po(r5nrU4pF^@S+1hrrW!}erxSCOm89SvP7tIjp}KT#$ML{8 zor1Gsty~vs`G-+giYdSLJ9%qSY6y?KzrVs#X@4Jbqr@SbclgJ+=`if#LhVt^Q9|48 zxr0o7_140PoL^V(Hf9O|Z?%^4&ue*qe#`J6(vG;pyo?hFo8~M<6Vl(2;SQ>xhm^if zz3Pv;yYN2?iR<LPXUwiHr9LINbi-e|T{y)0W--+l4p6SX<Qv*YCnk1UhI9DObtIIr zPoBFIh2!jTW{ov0TuJ@4*%@+=8H0YjNBbTc+!fW%58Hs<hdrsXGw!VD)`v+|+xYoG zR2`+je>(tVtyQk7*qeVRCFsC0t7E*QhxG%|*EdU;#V*tobM@`QRCub~iWEZ-F5FnI zT6{^cQs<wT)8%dG6!jdz-3~n&*B;O#*@^gLh&LCET*D8T<uA1R_nkg}(~ci+c1JsG zz<x3xMeJ0U%+_9}yj1?Ra{gkg*;@{!r@q<J{mGAfV5=y}3a`4lKbiI^$2i3cH-uzb z>Ou8*?{8WqZG%eP1QD16+Z!1<CtV3Qb|9X|fvDH96s!R;(O}tZ(Dxi%>wv8Y%?i+F zHXafc_JQVQ>RaJCXy$M8Kqk3Gu^P2}^(}TdK$|p?KiQLB^ahW-hj=E)gRLe6>Eyii zH}NU!`4?G#FQ1<^{v2&JBG@;9qc;_@5x;(CVJ$?(an3*-8svaK33tjAR2)o#hd%Ut zh3y=7&G~LwYC8`8wO&`WH0_i~pBGtz?t(T={HRGIMFXby)7H9L^E@W;<~p#asSe-H zbD@mhA^lzdN&{a`g__O=O)Kw<GOUEQpn!c+=pS6eSFWW@wxz%&T%Ns)SlcfE@+XVI zI3GGQ>UY9v*QD=q_meM_9MxWtD4T1*^M%3u6*4{g5e?jy=}xU-8iYZnu;!TW*Ljif z>Tr6@bL!3AvQ2VAP#DJ()~Ara^2ri&-S`n*h5+5RaL*b8))C46VCsFT9$sgi@=+H| zD#UX&{hzoQpI+zNRsU}jG31o7OR@8K0#uN>Y!wW@g*_3n-?JwZcD-FJa9Kv*glz!6 zem;BFCcyQI`TV)7iw8qIBi_;OZW12itX_KQjNYaGaNvXXy&mF?VFFg&kLW%;k_O=} zQV`D7Rs2~dVjc2wG0#?%;eQD3t-A1-$v)1eG5#f#$}_{@#Q(syvhYvsuV&Su#fKMi z6zdULEt`|LHA4-kjl=+MYLCbbb|ZXcl7a^_KgrSzC=TvxRrjLUGrZIuzT`dC8I7Gj zNqZt}%p+aah_=Ruj{sj=D6OPBo9ap4*m50=ycd-=M~w_!h4f>dk(pQFYpQufXMmS) zNQ$Ma4tp*}4F=wrOG<7|s8+vt$|=WmKFrs_bv~202y&kC6;y?tzR^*#q0R{aeigQK zv8$?R8#AGaf7_N!j}=R5F6szvGMpS<Nu{GhY84H?O8>ytX#BT|_n*T$JQTeG@7Fw$ zH(o|pP0K@n;0x=W^i;RgDsG!qX4oOeozZ^!d^q>C<<HoZ&}m)#<)<7_g<yGfU_eHb z48w6yDqZr$vsw%@SJsIIMoZ;A>Zpyz)}gpg*ch=%%N~``y3YnG6EAJGDO-`h-{$nG z$=dqC!GHH<=QWBhn7-Km$;9Gai&5E|wN-ilU4NThYuao5iA3#ayBcw6>@o0Ex%a}= z_jvm0X<_n)E$d3(Aj|@fta%-DsKz5vQq16u3#6$@l|5tF*o)l75)T(CLFB~~agL@P ze$3Y+Z6<>YWPhhLpQ2klE5n3ZzkxmF<)0uZjCe?QL6{%I13a<TS9$GO88poLO?B<* z9}NDx*8u;U_AH>7@hjyd76uFR{v8mE?emzum(t6pOuPO<ee>j`1;OoXH6J;Do%NL{ z&(4JvdP{u*Vd{rBrGrV(yN~BTWqu8?qSX6`_1^_Q<^Kw$o}PW}CkpKln*M4J`nif) z$=W5j1J-=KF*Vm7M1sXbgd1mheB(RdYZ`~ogbZxiT+ogA3*w|Ni?)vY@5rhtvTo*d z=({q46?uwF4iE~5XL0?Fn`AlM+yj!LCsZd|?@jwBf~~qB<&2=XR*-H8$K@lXYZxQ1 znZ&zNhEDQ3Q#>_U=u}Z(GoxyFz`Vqf;U+ysFF@Bw`f3Jqc_;2u%Kzk?nSPd0s_4Aw z4631|1q5CH!)N@|xHmQ9MPN5pzKhc(sAr{D$AqiShs9CL2y<o&o2|MUA5-%C-v!iA z52~ln2i#C=UFEGyh#q}xH(wvMfAkX(X@IIBt5-4Iq?0<6#C7qzSBJq@MCTVM>)7qw z)EK=CxiaM*g8q)Y2w8SraybBuihv)(X1uU4mr^&OOmqR0XuAnhH|0@NJJt3LK8(NM zUwE{pxOg08Z%%uW#(OoqekQTu{t^m(<xJtxWc2OC1uw>so7uOz&)D6amd-RuD05EJ zdkdqG-`{0LIXXEwUjNz9v6MzMmDG8W#774}QbY{$1ddc_NVyKdnlW64H-a{^Q4z(r zU`}4tZ^e`MGWO-ogA(V1QTBQB3#HeAJe;jIaFP>MP74DU@b{1ke;i^y>x;4D+1t$! zJ*S@y#HtT7EZpSlN^Tn#Ad#7|Y~+yFPHa6kdOvKT%8nH!O%rXfnKJ9}yofE<_qsSG z8Z<!NiH<Fc6Me<|E0U}`Jx}qhl0)}tyMgSwbHo-<{L&8t6t(iO*gg7=>;XZlekyQ% zC2yM=JfV=i1ne()SgpnOrpz2$$_d`Jfa{4>B>h^&deNAwre;8P0Qe}sw~XYFY4diz zL}Py8;jeXpUjwoGrxfn8bz*@xX1`Y%fx4VCHkA6@xYJXyUOblY8;_i!x;-kkNCiO! zYThIn&b9QN2`vivYHk2~D_ELqk<bFX0lKKDcqr)j3**+SOAU;w@1M(cIe8CiX9Y=I z`?nrpZGum;NqrCo2RcG|x)xO~`R)=@*G8+C=<IT6P!*A@SR)Gj8;-V=G98EZ-z@@m zBASdaUH5roXt|RN)~mBdh=MvWuxjO3;Gb+18f6e)xJJ}!R*T$s3;3RemKf3Pl*Y^S z&+$J$8{mO$<f)O9Q;MrCW)`~_BcXC(;~;NiB6?9}Cr#Q<AvpnO`NDD2CQ^^ZF3PEj zoX%zcV(^o{<*%%la6;7Jt2ms7Rctt?I7;-mCh^~$9#_LZk76}T1fGm-K%rp^J~-Er zEpD&s9y}rMSrkmUL->Vtqq>Qtgr*}S5(IoW50A9G+Qq+VCu~A3zGrR*keVq&%4C?R z``oo(NW9Y2ZvLwcDLQZ7zV=a}Q3v855EvEpC9!!E`)KYNB1iGnQ#?p!Kk2htN!d{e z_GBrgrzQ?2z^gaU8!<~8scBehPgJfir6ZGygH<1$WKW@1^GV0oY8`N*Utb}$o&yHZ zy=vR>E}<)%WD-}Z$`kh-c?f+f?L-B4%{3bbFVP(FiU@^jNE?Z*&LP+Qdz;eg-@UoZ z(!njse@WMK6eVUT9b3i=wyJFnEwQ6mYdTc410A^%QKEGvKz^2WUZJlk1!nad4|3?_ zg2bIn`i#`Cc}CI)B9;NUXNx%!gJLQ@q6V?{ro+3L7J<H-loH3)&n)We<oocJB+?-E zTPPHVrWh`%K8j8z#aEZj*-B8P)XmF1#gII(K2=p?98q1i@3|j4dR9oId*-^HPOm>( zgtn4d;0Zl$ovHXKXuY1IXH6lwC3(f7>n?m*VQz@Pp&jWF5rj9e)CYW(wq5cEZ~y!V zaI#UX-=UvY_Z=1K0hDo>^XwUfvAS&7VQZYg27bvy2^mYq%;s-cVYl&3kR7PqlGG)n z{dBg3P@l{H@Sx(YbYKY4qj^^t*QWiY^_!TPK14ek<;6*~?WcKD@fI!M*q@s7Eck>~ zk*0iax`uUg-}Nb{6feZ=UGkr8zigMXngtgT4~56x{|Pv>JDo6y%92PYil2sYO^H4i zRS=p8K}~!qw?BzVfTIM39!C5|D6!(?(tkmCnPOZ{&SZ5kCjoI@j;YOgwOWq6gM&Vk z@sxEIn_=G4b8RsV_L;3m8Y4%MeC`D^z%%5$bg93}p=u`sN!%;U7puPZfaWA6fg_B1 zqHL8Rwa#E<otLw(AaC}<OXwp`ngM32{vj`|vMkxpgZM`w3tiVZWrOVS!1I2cu^E0b zttX8~u_Q~2oNo`*A>t+6%j;c@_15VDIN|-V5caHGwM|kh+MddJ2LrEMLcRYnn=-YY zpJw=Wtj(>Z&LnPC4jcRJK-U#|whjH8V%$gp!0)IA{5VlEQPL84^F)oBK9*~|68j3Q z{&zZ4Zm;XZtXP*0s03O~Z!RO%P4XBR1)FysGT^@;#f8*9s#mS{q?**D6Im$Bx&%8` zpgJTAtb!64A@n!*Vn6%|toOhEJ4*kWP6|SiUrTMqd<kBSA!&6~r1!gde{-cOdlq*7 zYMSAjuu}~F$qA`$T8+^}G*apC0qJSDUlS0{l_>PPqNejH&t3=rD~13(3=#flj>(jG z;cm&w7J=Ccwc4v&vaG#PqFK-8Wn}TS*^-JW>4-Kh?y0Vfm63p++SG(*N3uooM8GX4 z;D$l{>lTQ@4){teSMgh-wFBw<I9PTfX8_bE|7(MyZmc*`SyDrkTk<vbqcC$29c!~( zu&nH3N=p7?Ldcy^FfUf^wp{X2M27YNkH;QoeB){gTGrU39u}6%nnjP^Rrfr-WHViq z@}{~5m7ku{8;@pyb4X|W$nP&VKkImRfD>`{RI|Dx8tce2ZlXTqSV0A><+PczE4!Lz za9Jd!_P8!PmYUBqmhL)%TCOUm3?G?8FhCd#!RMv>h_E1SQ=D6?M`bzreC`lF%uoGh zJ@4qv{S*Y@{Ml3JS5(J5#W3#JGU$ZLMlHDo?SZ^{s|=9!&(M&W#{W3XxR9bgJfd!* zb}w@rm48l=&1RZ7a~C_5;qGidyvGeg`LVinR;3$>bqtR-gwpFlMdj%M%_$5Jk=4|| z26PDRq=VXZq+pE+04~V|p|cgLqFH}=%=8<d!dfH6AIQE1Y)P^y{SrNrjGwYMU2YL8 z)O)yxbL^^L3SbtE-51pArCy>l6W{^vi$|%+gRL&r;O32pzH_s})PQ2&=BPjL-kc7K z`A~Z?J;jLp{=VYme8S3cZw!VTJrswh-cP~Etcn0|#?^BfLhPLcB{-`H8>uz~)^z<b z;V=TMMYtj4N^ECi_+!@&Mg!qK7%%MHCxBj2J9BVX!p@;_OotS}X$qdt-J`a{w+eJ! zR#OP=R~k^^_I1XXG70GDE$=x0>c3d?;C02=_#amFjJW`}&r9d3@sNb(W&$55ZlCub z$&-G5lCW~IqqHJ6vKSB<7MkB>B?SVnuVux8mh#^L%Xx>b{DAzYTh$MnVNYZYGQM@E zYO6F!*x-=UE;cE&LxJbOQRvUde%G2y-+Y8V6Rp~Pht#r1XgzqBD@G5{hJF=MDh`*V zvGf;UGPOXl9LaLym4h^U!m!^FCX-)J{+y80l;@-D2YH*ZJ?jG!O8lFL1bda+3-KKO zY9jv8ko~4*_*7MKdSm$nvLn&aR$P<kwg)+<e7a}GteN7k>0p5pi%VP7Q=U_7>M?G< ztwy)>=3b*w+O5-LVFNQfJ+lO_{`Vs1TV<-6*6)Si`Jmj@J^{&nxh&YEhmZ7RTL67E z%%(Nw$nH6C`8|^Or`B58IWcnp9M<i2uJE)}>bsIid4O=`F?2nzaST82dMozZ$mrL1 z|MP4ray<}lS_FK<FUT#K#=fA;d9=y%lYSm09K4&{BY8jrB~~}jYc~{9?<DTp&!&{S zQYdUq?|+x3QAauHbIN$58e#jRP@xvb>SZ8I!icaUIbv&$X!x19z>^tPI2^aG`h)U+ ziu(VI4;=g%U8+5UfmKYT)+-P#`9nU(*h%!BA;Ejh`O(9=@?;qYXze)>XQ<y()@x`t z=!RK=)Qf1(hsll8PQq>UY|rH_f>K~jfMRV<(^d&i^ys=H?p;!vj{ZD~+AC3QU5rwx zjTWoM1nnY^lhke6@AS={&Vvo#ExEfF3vsWR@OTf-%(<aMbhFcHibM%XDEXwvYc|1j zw~I!c*=?7ui5-W)-f&`lt+MifIo^vHWXWXz8aLeupMGIf;~7qcNbrjuTRAEM(0aUl zDb*a$9WxY~_bTmI=j3_2eo5?0S{Qp~1ZQVpB39fg^OiHb0N(tIG`&3J-hzz*C7|H| z?33zbB;9?NG1^{mb#z3SUvCtlJFXnDpG*);tp~f^veeWt9SCMN)7jC~%UaF0zyaPU z&3}37$dZM9vc7P<%TtzR>p63yIafb4W|C*l@a+*r0(1oADjhBJoi^6%)Pzm*e(-1= z(ii)zV1A1M!Y^L~&8bM$B!rX`QPFJhq!&-G!j9=i7ag77M2mUJcba1qDC1|yFKMA3 ztqKD9O&w`sJb(BBo`3&=#kDqtCZaFj5}GX!Z~fI#^`a_{^6}?qw2OeNX_^~MZ;)nR zUD=409Y9iECzj~}68Ssiw4yj`_P^_e^@7HRPt?7XhAaW~9#o2ZX8d2&8>-TI0)lU4 z22Ho8fi6mD<<t4-+X^*uC}QLho}1t(EH#@-=Cgg(YL5pZ>ITHv3ztV=z#U?cfc6M( zlvV7<YPVa_I!FeY^(4*X?T{Stqr%;;)KHn`su=lZc+@yp>!Z?;Rx{$PP-$wjK3nKg zLqc`jgW7$!8NK0#Py<QA#J*1hpzr$W#y8Z5=7kI;G<mJzf9-L3_z?K-TBoreDOQ;O zJqZ*m;5WdW1M0AO4|Dcs5$5tTs%{c`j_5ZC$J`ap@v{tP3rERYe+m{zHGr3tbWFGU zLd6ku)?Xw~hfZO({*w&M(2hE~b{PpbsE$M{F0&qD;1WiLdxdr9c=bTjOXQ>TLuMS# zRy5uLe|&8S)`^=DbBGa1=~s9K9OoTuB;F^P;Se#Nz)DN7_qPTKC5*8q?mHh>Qy*7Q z1HIw`pH-0VrgSW)$E72?L?<gg7Q`2?#WOuOittr0jGqj7c}>cf$=&xz#mBjb;Yi|i z6w)0WWHWsJVOh$yCgYb18;+DO$y{6PHJ9Wq@t@kfD{o3*H3A0RLvb+9nQ?!4{|@W@ zz`F6VW6)2vEkwI%nB-e>imsnRsnJHCDE`LJ^PF&*!4v{3`YiG}vJ=mZ4s+;V(~C*V zCbM0iPVBdo3}&_Wn(#=haN*aRpy!~^swS_+;KRiCkUNF@aJQ+(u@qBvWkGQujI(uQ zgT+!KUHCy_$9?z=i=$L4QkoY-;ndO`S1<C@##C9|$BU@PP+9k`1E6ool&>{I)#S%y zp7E(bXU0lZ_R8jrh6m7RI@cslVnz3{5?i9ew)ak0jF1v-{)8svMDul71oRUX1g&HO zq{G;=7<CDB^?Dwrq~HbpBn;iW2uNe}E-B##ja$9&7Po6ZZmDBxiCRnMRnE{QU<6cQ zzQ{{HfeVFaJZL|JWe2UmP-^{TDw54nTr*yjma^NFl>~2Th0zDh7o)DG2yx*jMhu$f zkzD*Pgml`>O}t^{lkVNROO8;O_PRh^9DO{Unzsj%4AAC+OMJ~x(iTh(ty^abC~K7o z+<n^p_v(Rtx!ALZe@=<cK1A9t<eQ54w6tEaGf9?koI$Jsj?fJ$Elx<rr_oSZXIrDU zVAslAh}o!n{X-<IA4~_INDfCXNtR@%-bOJVjxdLB>j!yeFTI`|{3e4FN~eVCWRazn zzHf3Dt;%EBb4Hm$sMSOj^1R?jyUhr&P0bWo_2Xq9z@&epR~pi0s#PBHyaPNc@+Aa3 zw}?ZQ?)`~SP_o4U&392}_(D5;1G*-9F%mSiIkOt>7tDYmd+_@hr-^71+-AbY7n=F` zT-=%Rug7(OA2wuU^issnsIkhM%rU+|<SzEO7968J{1@@3A~Hy@69dq!W~w2(0D_;E zD$qN^zt%AE_?2L{OJ?yZvq^|u)2*FYHBx^`c(~{h=zeT8`okS}1!GVkb8)2)GT&ow znMyQ)JG9M{oYx*JYZwqLXWx8AsE;L9Q9cxmxt(mhjMLdUQ&3AkU5N#PwggHhQrd6E zPD`2bo3$0yQL~W?{jYJ3t>dYpfjY7zMR6jsI{G-0cAtHNrS>-+!!EtBWcF;=Er+kr zub5{l;I}X>fzR=t0U=6A2xJrdq$QjQ&cNR1&&okaE3Z~p%{KXm>9heK>`k6D2<F+M z5?ZlfshVtwO<171Y=#%-%vy{N8Eutp;pdlrB@Geu7~jSAjatkQsGo5yk}}pJGw|}i z?jVbdGCb`W^B#M=5qeXrOCJ2$v^R4s2XCf{tc1<wMpDXno7??81vh7nx$-uVZcfix zUL|_azk$D2=gVGxwk1XRm)RVJHW;{DlBvA^Ofvw5@IG{)wyRlgknnK$wEvtGYb);c z(#RCw(OW}dJiaJ0XNt9llnhvMYYT(l{EM<j))L$_v71uxPoWLc-=>q-9Q)=;{ASYO z%2Tt)$c*9Px(^rH=IrzNCQQy2Op!38b`~kM<!6g>yR~tP@c@d{1~`YYg=uYIh}K{E z4URcg$?RUF1;K|5x7FSY;39la{6qm{QHuc!sHt-hs_Js+=_MzhUE|Qo!Xu(D>{Zir H$j|=+{S~h( From 40d59b4cb29ba3abb92a175420f2665943759314 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 12:54:44 +0100 Subject: [PATCH 29/37] Update .gitignore --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 45739a93..9a295ce2 100644 --- a/.gitignore +++ b/.gitignore @@ -195,4 +195,4 @@ fabric.properties knotebooks/ argopy/tests/cov.xml argopy/tests/dummy_fileA.txt -float_source +float_source/ From da559be38b22e15549d72647662c918813c888c0 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 14:14:21 +0100 Subject: [PATCH 30/37] Update documentation --- argopy/xarray.py | 42 +++++++++++++++++------------------ docs/api-hidden.rst | 2 ++ docs/api.rst | 2 ++ docs/conf.py | 7 +++++- docs/data_manipulation.rst | 2 +- docs/data_quality_control.rst | 11 +++++---- docs/requirements.txt | 2 ++ docs/whats-new.rst | 6 ++--- 8 files changed, 43 insertions(+), 31 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 991fe57a..ddd2fe5b 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1097,8 +1097,8 @@ def groupby_pressure_bins(self, # noqa: C901 """ Group measurements by pressure bins This method can be used to subsample and align an irregular dataset (pressure not being similar in all profiles) - on a set of pressure bins. The output dataset could then be used to perform statistics along the N_PROF dimension - because N_LEVELS will corresponds to similar pressure bins, while avoiding to interpolate data. + on a set of pressure bins. The output dataset could then be used to perform statistics along the ``N_PROF`` dimension + because ``N_LEVELS`` will corresponds to similar pressure bins, while avoiding to interpolate data. Parameters ---------- @@ -1111,6 +1111,7 @@ def groupby_pressure_bins(self, # noqa: C901 Indicating whether the bin intervals include the right or the left bin edge. Default behavior is (right==False) indicating that the interval does not include the right edge. The left bin end is open in this case, i.e., bins[i-1] <= x < bins[i] is the default behavior for monotonically increasing bins. + Note the ``merge`` option is intended to work only for the default ``right=False``. select: str, default: ``deep`` The value selection method for bins. @@ -1125,7 +1126,7 @@ def groupby_pressure_bins(self, # noqa: C901 Squeeze from the output bin levels without measurements. merge: bool, default: True Optimize the output bins axis size by merging levels with/without data. The pressure bins axis is modified - accordingly. This means that the return STD_PRES_BINS axis has not necessarily the same size as + accordingly. This means that the return ``STD_PRES_BINS`` axis has not necessarily the same size as the input ``bins``. Returns @@ -1197,8 +1198,7 @@ def nanmerge(x, y): z[i] = y[i] return z - merged_is_nan = lambda l1, l2: len(np.unique(np.where(np.isnan(l1.values + l2.values)))) == len( - l1) # noqa: E731 + merged_is_nan = lambda l1, l2: len(np.unique(np.where(np.isnan(l1.values + l2.values)))) == len(l1) # noqa: E731 def merge_bin_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: """ Levels merger of type 'bins' value @@ -1294,8 +1294,8 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: dv for dv in list(this_dsp.data_vars) if set(["N_LEVELS", "N_PROF"]) == set(this_dsp[dv].dims) - and "QC" not in dv - and "ERROR" not in dv + and "QC" not in dv + and "ERROR" not in dv ] # All other variables: @@ -1303,7 +1303,7 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: dv for dv in list(this_dsp.variables) if dv not in datavars - and dv not in this_dsp.coords + and dv not in this_dsp.coords ] # Sub-sample and align: @@ -1328,9 +1328,9 @@ def merge_all_matching_levels(this_ds: xr.Dataset) -> xr.Dataset: # new_ds["STD_%s_BINS" % axis] = new_ds['N_LEVELS'] new_ds["STD_%s_BINS" % axis] = xr.DataArray(bins, dims=['N_LEVELS'], - attrs={ - 'Comment': "Range of bins is: bins[i] <= x < bins[i+1] for i=[0,N_LEVELS-2]\n" - "Last bins is bins[N_LEVELS-1] <= x"} + attrs={'Comment': + "Range of bins is: bins[i] <= x < bins[i+1] for i=[0,N_LEVELS-2]\n" + "Last bins is bins[N_LEVELS-1] <= x"} ) new_ds = new_ds.set_coords("STD_%s_BINS" % axis) new_ds.attrs = this_ds.attrs @@ -1637,19 +1637,17 @@ def create_float_source(self, # noqa: C901 Returns ------- :class:`xarray.Dataset` - The output dataset, or Matlab file, will have the following variables (`n` is the number of profiles, `m` + The output dataset, or Matlab file, will have the following variables (``n`` is the number of profiles, ``m`` is the number of vertical levels): - - DATES (1xn, in decimal year, e.g. 10 Dec 2000 = 2000.939726) - - LAT (1xn, in decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5) - - LONG (1xn, in decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E) - - PRES (mxn, dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal - depth axis.) - - TEMP (mxn, in-situ IPTS-90) - - SAL (mxn, PSS-78) - - PTMP (mxn, potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in - IPTS-90 for calculation) - - PROFILE_NO (1xn, this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files.) + - ``DATES`` (1xn): decimal year, e.g. 10 Dec 2000 = 2000.939726 + - ``LAT`` (1xn): decimal degrees, -ve means south of the equator, e.g. 20.5S = -20.5 + - ``LONG`` (1xn): decimal degrees, from 0 to 360, e.g. 98.5W in the eastern Pacific = 261.5E + - ``PROFILE_NO`` (1xn): this goes from 1 to n. PROFILE_NO is the same as CYCLE_NO in the Argo files + - ``PRES`` (mxn): dbar, from shallow to deep, e.g. 10, 20, 30 ... These have to line up along a fixed nominal depth axis. + - ``TEMP`` (mxn): in-situ IPTS-90 + - ``SAL`` (mxn): PSS-78 + - ``PTMP`` (mxn): potential temperature referenced to zero pressure, use SAL in PSS-78 and in-situ TEMP in IPTS-90 for calculation. """ this = self._obj diff --git a/docs/api-hidden.rst b/docs/api-hidden.rst index 09f4ab91..5ca4f4b6 100644 --- a/docs/api-hidden.rst +++ b/docs/api-hidden.rst @@ -53,6 +53,8 @@ argopy.utilities.list_available_index_src argopy.utilities.Chunker argopy.utilities.TopoFetcher + argopy.utilities.groupby_remap + argopy.utilities.linear_interpolation_remap argopy.utilities.list_standard_variables argopy.utilities.list_multiprofile_file_variables diff --git a/docs/api.rst b/docs/api.rst index 309bc84b..444107d5 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -135,6 +135,8 @@ Formatter argopy.utilities.format_oneline argopy.utilities.Chunker argopy.utilities.wmo2box + argopy.utilities.groupby_remap + argopy.utilities.linear_interpolation_remap Checker ^^^^^^^ diff --git a/docs/conf.py b/docs/conf.py index 76ce3304..269ef017 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -187,7 +187,10 @@ # # html_theme = 'sphinx_rtd_theme' html_theme = 'sphinx_book_theme' -# html_theme = 'bootstrap' +# html_theme = 'bootstrap' # pip install sphinx-bootstrap-theme +# html_theme = 'sphinx_redactor_theme' # pip install sphinx-redactor-theme +# html_theme = 'pydata_sphinx_theme' # pip install pydata-sphinx-theme + # Theme options are theme-specific and customize the look and feel of a theme # further. For a list of options available for each theme, see the @@ -214,6 +217,7 @@ 'logo_only': True, 'display_version': False, 'prev_next_buttons_location': 'bottom', + 'show_navbar_depth': 1, # 'style_external_links': False, # 'vcs_pageview_mode': '', # 'style_nav_header_background': 'white', @@ -223,6 +227,7 @@ 'navigation_depth': 4, # 'includehidden': True, # 'titles_only': False + 'toc_title':'' } # Sometimes the savefig directory doesn't exist and needs to be created diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index dcd42719..2aebb61a 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -102,7 +102,7 @@ See the new ``STD_PRES_BINS`` variable that hold the pressure bins definition. T .. image:: _static/groupby_pressure_bins_select_deep.png -where the bin limits are shown with horizontal red lines, the original data are in the background colored scatter and the group-by pressure bins values are highlighted in red marks. +The bin limits are shown with horizontal red lines, the original data are in the background colored scatter and the group-by pressure bins values are highlighted in red marks The ``select`` option can take many different values, see the full documentation of :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins` , for all the details. Let's show here the 'random' sampling: diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index 9d361fd3..a2ae41a4 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -39,10 +39,10 @@ Then, to create the float source data, you call the method and provide a folder This will create the ``float_source/6902766.mat`` Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo <https://github.com/euroargodev/dm_floats>`_ and ran with `this routine <https://github.com/euroargodev/dm_floats/blob/master/src/ow_source/create_float_source.m>`_). -.. note:: Several floats in dataset +.. note:: If the dataset contains data from more than one float, several Matlab files are created, one for each float. This will allow you to prepare data from a collection of floats. -If you don't specify a path name, the method returns a dictionary with the float WMO as keys and pre-processed data (as :class:`xarray.Dataset`) as values. +If you don't specify a path name, the method returns a dictionary with the float WMO as keys and pre-processed data as :class:`xarray.Dataset` as values. .. ipython:: python :okwarning: @@ -84,16 +84,19 @@ For some QC of trajectories, it can be useful to easily get access to the topogr Combined with the fetcher property ``domain``, it now becomes easy to superimpose float trajectory with topography: +.. ipython:: python + :okwarning: + loader = ArgoDataFetcher().float(2901623) ds = TopoFetcher(loader.domain[0:4], cache=True).to_xarray() .. code-block:: python fig, ax = loader.plot('trajectory', figsize=(10, 10)) - ds['elevation'].plot.contourf(levels=np.arange(-6000,0,200), ax=ax, add_colorbar=False) + ds['elevation'].plot.contourf(levels=np.arange(-6000,0,100), ax=ax, add_colorbar=False) .. image:: _static/trajectory_topography_sample.png -.. note:: Resolution +.. note:: The ``TopoFetcher`` can return a lower resolution topography with the ``stride`` option. See the :class:`argopy.TopoFetcher` full documentation for all the details. diff --git a/docs/requirements.txt b/docs/requirements.txt index 1cbf65ae..a9afee39 100644 --- a/docs/requirements.txt +++ b/docs/requirements.txt @@ -10,6 +10,8 @@ numpydoc>=1.1.0 jinja2>=3.0.2 sphinx_issues>=1.2.0 gitpython>=3.1.2 +sphinx-book-theme +# sphinx-bootstrap-theme xarray>=0.16.1 scipy>=1.1.0 diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 38c6127c..94abb3ba 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -8,7 +8,7 @@ v0.1.9 (X XXX. 202X) **Features and front-end API** -- New method to preprocess data for OWC software. This method can preprocessed Argo data and possibly create float_source/<WMO>.mat files to be used as inputs for OWC implementations in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ and `Python <https://github.com/euroargodev/argodmqc_owc>`_. See the :ref:`Salinity calibration` documentation page for more. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. +- **New method to preprocess data for OWC software**. This method can preprocessed Argo data and possibly create float_source/<WMO>.mat files to be used as inputs for OWC implementations in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ and `Python <https://github.com/euroargodev/argodmqc_owc>`_. See the :ref:`Salinity calibration` documentation page for more. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. This new method comes with others methods and improvements: - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, @@ -25,7 +25,7 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() -- New dataset properties accessible from the `argo` xarray accessor: ``N_POINTS``, ``N_LEVELS``, ``N_PROF``. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. +- **New dataset properties** accessible from the `argo` xarray accessor: ``N_POINTS``, ``N_LEVELS``, ``N_PROF``. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. .. code-block:: python @@ -37,7 +37,7 @@ v0.1.9 (X XXX. 202X) ds.argo -- New utility method :class:`argopy.TopoFetcher` to retrieve `GEBCO topography <https://coastwatch.pfeg.noaa.gov/erddap/griddap/GEBCO_2020.html>`_ for a given region. +- **New utility method to retrieve topography**. The :class:`argopy.TopoFetcher` will load the `GEBCO topography <https://coastwatch.pfeg.noaa.gov/erddap/griddap/GEBCO_2020.html>`_ for a given region. (:pr:`150`) by `G. Maze <http://www.github.com/gmaze>`_. .. code-block:: python From 8b5a39106448dfa474f746cee1f6cc1da23d9a62 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 15:06:13 +0100 Subject: [PATCH 31/37] Improve doc and docstrings --- argopy/options.py | 37 ++++++++++++++++++++--------------- argopy/xarray.py | 26 ++++++++++++++++++++++-- docs/api.rst | 14 ++++++++----- docs/conf.py | 5 +++-- docs/data_manipulation.rst | 24 ++++++++--------------- docs/data_quality_control.rst | 25 +++++++++++++++++++++-- docs/data_sources.rst | 2 +- docs/index.rst | 2 +- docs/performances.rst | 2 +- docs/usage.rst | 2 +- docs/whats-new.rst | 13 ++++++------ 11 files changed, 99 insertions(+), 53 deletions(-) diff --git a/argopy/options.py b/argopy/options.py index c8e8e6d6..8af9939d 100644 --- a/argopy/options.py +++ b/argopy/options.py @@ -65,32 +65,37 @@ def validate_ftp(this_path): class set_options: - """Set options for argopy. + """Set options for argopy List of options: - - `dataset`: Define the Dataset to work with. - Default: `phy`. Possible values: `phy`, `bgc` or `ref`. - - `src`: Source of fetched data. - Default: `erddap`. Possible values: `erddap`, `localftp`, `argovis` - - `local_ftp`: Absolute path to a local GDAC ftp copy. - Default: `.` - - `cachedir`: Absolute path to a local cache directory. - Default: `~/.cache/argopy` - - `mode`: User mode. - Default: `standard`. Possible values: `standard` or `expert`. - - `api_timeout`: Define the time out of internet requests to web API, in seconds. - Default: 60 - - `trust_env`: Allow for local environment variables to be used by fsspec to connect to the internet. Get - proxies information from HTTP_PROXY / HTTPS_PROXY environment variables if this option is True (False by - default). Also can get proxy credentials from ~/.netrc file if present. + - ``dataset``: Define the Dataset to work with. + Default: ``phy``. + Possible values: ``phy``, ``bgc`` or ``ref``. + - ``src``: Source of fetched data. + Default: ``erddap``. + Possible values: ``erddap``, ``localftp``, ``argovis`` + - ``local_ftp``: Absolute path to a local GDAC ftp copy. + Default: None + - ``cachedir``: Absolute path to a local cache directory. + Default: ``~/.cache/argopy`` + - ``mode``: User mode. + Default: ``standard``. + Possible values: ``standard`` or ``expert``. + - ``api_timeout``: Define the time out of internet requests to web API, in seconds. + Default: 60 + - ``trust_env``: Allow for local environment variables to be used by fsspec to connect to the internet. + Get proxies information from HTTP_PROXY / HTTPS_PROXY environment variables if this option is True ( + False by default). Also can get proxy credentials from ~/.netrc file if present. You can use `set_options` either as a context manager: + >>> import argopy >>> with argopy.set_options(src='localftp'): >>> ds = argopy.DataFetcher().float(3901530).to_xarray() Or to set global options: + >>> argopy.set_options(src='localftp') """ diff --git a/argopy/xarray.py b/argopy/xarray.py index ddd2fe5b..fa264e81 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -43,6 +43,27 @@ class ArgoAccessor: - Convert a collection of profiles to a collection of points: >>> ds.argo.profile2point() + - Filter measurements according to data mode: + >>> ds.argo.filter_data_mode() + + - Filter measurements according to QC flag values: + >>> ds.argo.filter_qc(QC_list=[1, 2], QC_fields='all') + + - Filter variables according OWC salinity calibration requirements: + >>> ds.argo.filter_scalib_pres(force='default') + + - Interpolate measurements on pressure levels: + >>> ds.argo.inter_std_levels(std_lev=[10., 500., 1000.]) + + - Group and reduce measurements by pressure bins: + >>> ds.argo.groupby_pressure_bins(bins=[0, 200., 500., 1000.]) +` + - Compute and add additionnal variables to the dataset: + >>> ds.argo.teos10(vlist='PV') + + - Preprocess data for OWC salinity calibration: + >>> ds.argo.create_float_source("output_folder") + """ def __init__(self, xarray_obj): @@ -364,8 +385,9 @@ def uid(self, wmo_or_uid, cyc=None, direction=None): Examples -------- - unique_float_profile_id = uid(690024,13,'A') # Encode - wmo, cyc, drc = uid(unique_float_profile_id) # Decode + >>> unique_float_profile_id = uid(690024,13,'A') # Encode + >>> wmo, cyc, drc = uid(unique_float_profile_id) # Decode + """ le = preprocessing.LabelEncoder() le.fit(["A", "D"]) diff --git a/docs/api.rst b/docs/api.rst index 444107d5..5c503ba8 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -6,7 +6,7 @@ API reference This page provides an auto-generated summary of argopy's API. For more details and examples, refer to the relevant chapters in the main part of the documentation. -.. contents:: Table of contents: +.. contents:: :local: Top-levels functions @@ -37,8 +37,8 @@ Fetcher access points argopy.IndexFetcher.region argopy.IndexFetcher.float -Fetching methods ----------------- +Fetcher methods +--------------- .. autosummary:: :toctree: generated/ @@ -56,8 +56,8 @@ Fetching methods argopy.IndexFetcher.to_dataframe argopy.IndexFetcher.to_csv -Fetched data visualisation --------------------------- +Data visualisation +------------------ .. autosummary:: :toctree: generated/ @@ -76,6 +76,10 @@ Fetcher properties argopy.DataFetcher.uri argopy.DataFetcher.data argopy.DataFetcher.index + +.. autosummary:: + :toctree: generated/ + argopy.IndexFetcher.index Helpers and utilities diff --git a/docs/conf.py b/docs/conf.py index 269ef017..d9126411 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -85,7 +85,8 @@ 'sphinx.ext.inheritance_diagram', 'nbsphinx', 'numpydoc', - 'sphinx_issues' + 'sphinx_issues', +# 'sphinx_thebe' ] # sphinx_gallery_conf = { @@ -227,7 +228,7 @@ 'navigation_depth': 4, # 'includehidden': True, # 'titles_only': False - 'toc_title':'' +# 'launch_buttons': { "thebe": True} } # Sometimes the savefig directory doesn't exist and needs to be created diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 2aebb61a..55b018c5 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -1,7 +1,7 @@ Manipulating data ================= -.. contents:: Table of contents: +.. contents:: :local: Once you fetched data, **argopy** comes with a handy :class:`xarray.Dataset` accessor namespace ``argo`` to perform specific manipulation of the data. This means that if your dataset is `ds`, then you can use `ds.argo` to access more **argopy** functions. @@ -74,7 +74,6 @@ To illustrate this method, let's start by fetching some data from a low vertical loader = ArgoDataFetcher(src='erddap', mode='expert').float(2901623) # Low res float ds = loader.load().data - Let's now sub-sample these measurements along 250db bins, selecting values from the **deepest** pressure levels for each bins: .. ipython:: python @@ -84,7 +83,9 @@ Let's now sub-sample these measurements along 250db bins, selecting values from ds_binned = ds.argo.groupby_pressure_bins(bins=bins, select='deep') ds_binned -See the new ``STD_PRES_BINS`` variable that hold the pressure bins definition. The sub-sampling can be seen like this: +See the new ``STD_PRES_BINS`` variable that hold the pressure bins definition. + +The figure below shows the sub-sampling effect: .. code-block:: python @@ -104,21 +105,12 @@ See the new ``STD_PRES_BINS`` variable that hold the pressure bins definition. T The bin limits are shown with horizontal red lines, the original data are in the background colored scatter and the group-by pressure bins values are highlighted in red marks -The ``select`` option can take many different values, see the full documentation of :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins` , for all the details. Let's show here the 'random' sampling: +The ``select`` option can take many different values, see the full documentation of :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins` , for all the details. Let's show here results from the ``random`` sampling: .. code-block:: python ds_binned = ds.argo.groupby_pressure_bins(bins=bins, select='random') - fig, ax = plt.subplots(figsize=(18,6)) - ds.plot.scatter(x='CYCLE_NUMBER', y='PRES', hue='PSAL', ax=ax, cmap=cmocean.cm.haline) - plt.plot(ds_binned['CYCLE_NUMBER'], ds_binned['PRES'], 'r+') - plt.hlines(bins, ds['CYCLE_NUMBER'].min(), ds['CYCLE_NUMBER'].max(), color='k') - plt.hlines(ds_binned['STD_PRES_BINS'], ds_binned['CYCLE_NUMBER'].min(), ds_binned['CYCLE_NUMBER'].max(), color='r') - plt.title(ds.attrs['Fetched_constraints']) - plt.gca().invert_yaxis() - - .. image:: _static/groupby_pressure_bins_select_random.png @@ -127,9 +119,9 @@ Filters If you fetched data with the ``expert`` mode, you may want to use *filters* to help you curate the data. -- QC flag filter: :meth:`argopy.xarray.ArgoAccessor.filter_qc`. This method allows you to filter measurements according to QC flag values. This filter modifies all variables of the dataset. -- Data mode filter: :meth:`argopy.xarray.ArgoAccessor.filter_data_mode`. This method allows you to filter variables according to their data mode. This filter modifies the <PARAM> and <PARAM_QC> variables of the dataset. -- OWC variables filter: :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`. This method allows you to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. +- **QC flag filter**: :meth:`argopy.xarray.ArgoAccessor.filter_qc`. This method allows you to filter measurements according to QC flag values. This filter modifies all variables of the dataset. +- **Data mode filter**: :meth:`argopy.xarray.ArgoAccessor.filter_data_mode`. This method allows you to filter variables according to their data mode. This filter modifies the <PARAM> and <PARAM_QC> variables of the dataset. +- **OWC variables filter**: :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`. This method allows you to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. Complementary data diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index a2ae41a4..508a53ff 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -3,6 +3,9 @@ Data quality control ==================== +.. contents:: + :local: + **argopy** comes with methods to help you quality control measurements. This section is probably intended for `expert` users. Most of these methods are available through the :class:`xarray.Dataset` accessor namespace ``argo``. This means that if your dataset is `ds`, then you can use `ds.argo` to access more **argopy** functionalities. @@ -19,7 +22,12 @@ Salinity calibration -------------------- The Argo salinity calibration method is called OWC_, after the names of the core developers: Breck Owens, Anny Wong and Cecile Cabanes. -Historically, the OWC method has been implemented in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ . More recently a `python version has been developed <https://github.com/euroargodev/argodmqc_owc>`_. At this point, both software take as input a pre-processed version of the Argo float data to evaluate/calibrate. +Historically, the OWC method has been implemented in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ . More recently a `python version has been developed <https://github.com/euroargodev/argodmqc_owc>`_. + +Preprocessing data +^^^^^^^^^^^^^^^^^^ + +At this point, both OWC software take as input a pre-processed version of the Argo float data to evaluate/calibrate. **argopy** is able to perform this preprocessing and to create a *float source* data to be used by OWC software. This is made by :meth:`argopy.xarray.ArgoAccessor.create_float_source`. @@ -58,6 +66,14 @@ The method partially relies on two others: - :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). +Running the calibration +^^^^^^^^^^^^^^^^^^^^^^^ + +Please refer to the OWC python software documentation: https://github.com/euroargodev/argodmqc_owc + +OWC references +^^^^^^^^^^^^^^ + .. [OWC] See all the details about the OWC methodology in these references: "An improved calibration method for the drift of the conductivity sensor on autonomous CTD profiling floats by θ–S climatology". @@ -67,8 +83,11 @@ Deep-Sea Research Part I: Oceanographic Research Papers, 56(3), 450-457, 2009. h Deep-Sea Research Part I: Oceanographic Research Papers, 114, 128-136, 2016. https://doi.org/10.1016/j.dsr.2016.05.007 +Trajectories +------------ + Topography ----------- +^^^^^^^^^^ For some QC of trajectories, it can be useful to easily get access to the topography. This can be done with the **argopy** utility :class:`argopy.TopoFetcher`: @@ -100,3 +119,5 @@ Combined with the fetcher property ``domain``, it now becomes easy to superimpos .. note:: The ``TopoFetcher`` can return a lower resolution topography with the ``stride`` option. See the :class:`argopy.TopoFetcher` full documentation for all the details. + + diff --git a/docs/data_sources.rst b/docs/data_sources.rst index d8523522..c0c1edea 100644 --- a/docs/data_sources.rst +++ b/docs/data_sources.rst @@ -1,7 +1,7 @@ Data sources ============ -.. contents:: Table of contents: +.. contents:: :local: Let's start with standard import: diff --git a/docs/index.rst b/docs/index.rst index 33b84876..02963587 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -44,10 +44,10 @@ Documentation data_sources data_manipulation visualisation + data_quality_control user_mode metadata_fetching performances - data_quality_control **Help & reference** diff --git a/docs/performances.rst b/docs/performances.rst index 8c6e85de..d6f4fb26 100644 --- a/docs/performances.rst +++ b/docs/performances.rst @@ -1,7 +1,7 @@ Performances ============ -.. contents:: Table of contents: +.. contents:: :local: To improve **argopy** data fetching performances (in terms of time of diff --git a/docs/usage.rst b/docs/usage.rst index b32a224a..abee6874 100644 --- a/docs/usage.rst +++ b/docs/usage.rst @@ -38,4 +38,4 @@ or for a float profile using the cycle number: .. ipython:: python :okwarning: - ds = ArgoDataFetcher().profile(6902755, 12).to_xarray() \ No newline at end of file + ds = ArgoDataFetcher().profile(6902755, 12).to_xarray() diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 94abb3ba..eef4bfd2 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -9,12 +9,6 @@ v0.1.9 (X XXX. 202X) **Features and front-end API** - **New method to preprocess data for OWC software**. This method can preprocessed Argo data and possibly create float_source/<WMO>.mat files to be used as inputs for OWC implementations in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ and `Python <https://github.com/euroargodev/argodmqc_owc>`_. See the :ref:`Salinity calibration` documentation page for more. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. - This new method comes with others methods and improvements: - - - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, - - A new ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), - - An improved ``filter_qc`` method to select which fields to consider (new option ``QC_fields``), - - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. .. code-block:: python @@ -25,6 +19,13 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() +This new method comes with others methods and improvements: + + - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, + - A new ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), + - An improved ``filter_qc`` method to select which fields to consider (new option ``QC_fields``), + - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. + - **New dataset properties** accessible from the `argo` xarray accessor: ``N_POINTS``, ``N_LEVELS``, ``N_PROF``. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. .. code-block:: python From b4329097dcc1eb0ec7d20d2a7d78d5c2e7a0f2d4 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Fri, 26 Nov 2021 15:32:28 +0100 Subject: [PATCH 32/37] Codespell fixes Closes #149 --- .codespellrc | 5 +++++ HOW_TO_RELEASE.md | 24 +++++++++++++----------- argopy/tests/__init__.py | 2 +- argopy/xarray.py | 18 +++++++++--------- docs/paper.md | 2 +- docs/what_is_argo.rst | 2 +- docs/whats-new.rst | 12 ++++++------ docs/why.rst | 4 ++-- 8 files changed, 38 insertions(+), 31 deletions(-) create mode 100644 .codespellrc diff --git a/.codespellrc b/.codespellrc new file mode 100644 index 00000000..99ff9f68 --- /dev/null +++ b/.codespellrc @@ -0,0 +1,5 @@ +[codespell] +skip = *.nc,*.ipynb,./local_work,./float_source,./binder,./.github,*.log,./.git,./docs/_build,./docs/_static +count = +quiet-level = 3 +ignore-words-list = PRES, pres \ No newline at end of file diff --git a/HOW_TO_RELEASE.md b/HOW_TO_RELEASE.md index fab91385..a38955dd 100644 --- a/HOW_TO_RELEASE.md +++ b/HOW_TO_RELEASE.md @@ -1,28 +1,30 @@ -1. [ ] Make sure that all CI tests are passed with **free* environments +1. [ ] Run codespell ``codespell -q 3`` -2. [ ] Update ``./requirements.txt`` and ``./docs/requirements.txt`` with CI free environments dependencies versions +2. [ ] Make sure that all CI tests are passed with **free* environments -3. [ ] Update ``./ci/requirements/py*-dev.yml`` with last free environments dependencies versions +3. [ ] Update ``./requirements.txt`` and ``./docs/requirements.txt`` with CI free environments dependencies versions -4. [ ] Make sure that all CI tests are passed with **dev* environments +4. [ ] Update ``./ci/requirements/py*-dev.yml`` with last free environments dependencies versions -5. [ ] Increase release version in ``./setup.py`` file +5. [ ] Make sure that all CI tests are passed with **dev* environments -6. [ ] Update date and release version in ``./docs/whats-new.rst`` +6. [ ] Increase release version in ``./setup.py`` file -7. [ ] On the master branch, commit the release in git: +7. [ ] Update date and release version in ``./docs/whats-new.rst`` + +8. [ ] On the master branch, commit the release in git: ```git commit -a -m 'Release v0.X.Y'``` -8. [ ] Tag the release: +9. [ ] Tag the release: ```git tag -a v0.X.Y -m 'v0.X.Y'``` -9. [ ] Push it online: +10. [ ] Push it online: - ```git push origin v0.X.Y``` + ```git push origin v0.X.Y``` -10. [ ] Issue the release on GitHub. Click on "Draft a new release" at +11. [ ] Issue the release on GitHub. Click on "Draft a new release" at https://github.com/euroargodev/argopy/releases. Type in the version number, but don't bother to describe it -- we maintain that on the docs instead. diff --git a/argopy/tests/__init__.py b/argopy/tests/__init__.py index ea667032..de330a18 100644 --- a/argopy/tests/__init__.py +++ b/argopy/tests/__init__.py @@ -185,7 +185,7 @@ def test_wrapper(fix): pass except ServerDisconnectedError as e: # We can't do anything about this ! - warnings.warn("\nWe were disconnected from server !\n%s" % str(e.args)) + warnings.warn("\n We were disconnected from server !\n%s" % str(e.args)) pass except ClientResponseError as e: # The server is sending back an error when creating the response diff --git a/argopy/xarray.py b/argopy/xarray.py index fa264e81..bbb67769 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -58,7 +58,7 @@ class ArgoAccessor: - Group and reduce measurements by pressure bins: >>> ds.argo.groupby_pressure_bins(bins=[0, 200., 500., 1000.]) ` - - Compute and add additionnal variables to the dataset: + - Compute and add additional variables to the dataset: >>> ds.argo.teos10(vlist='PV') - Preprocess data for OWC salinity calibration: @@ -812,10 +812,10 @@ def filter_qc( # noqa: C901 ): """ Filter data set according to QC values - Filter the dataset to keep points where 'all' or 'any' of the QC fields has a value in the list of - integer QC flags. + Filter the dataset to keep points where ``all`` or ``any`` of the QC fields has a value in the list of + integer QC flags. - This method can return the filtered dataset or the filter mask. + This method can return the filtered dataset or the filter mask. Parameters ---------- @@ -826,10 +826,10 @@ def filter_qc( # noqa: C901 drop: bool Drop values not matching the QC filter, default is True mode: str - Must be 'all' (default) or 'any'. Boolean operator on QC values: should we keep points - matching 'all' QC fields or 'any' one of them. + Must be ``all`` (default) or ``any``. Boolean operator on QC values: should we keep points + matching ``all`` QC fields or 'any' one of them. mask: bool - 'False' by default. Determine if we should return the QC mask or the filtered dataset. + ``False`` by default. Determine if we should return the QC mask or the filtered dataset. Returns ------- @@ -909,7 +909,7 @@ def filter_scalib_pres(self, force: str = "default", inplace: bool = True): By default: this filter will return a dataset with raw PRES, PSAL and TEMP; and if PRES is adjusted, PRES variable will be replaced by PRES_ADJUSTED. - With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP wether + With option force='raw', you can force the filter to return a dataset with raw PRES, PSAL and TEMP whether PRES is adjusted or not. With option force='adjusted', you can force the filter to return a dataset where PRES/PSAL and TEMP replaced @@ -1594,7 +1594,7 @@ def create_float_source(self, # noqa: C901 format: str = '5', do_compression: bool = True, debug_output: bool = False): - """ Preprocess data for OWC softwares calibration + """ Preprocess data for OWC software calibration This method can create a FLOAT SOURCE file (i.e. the .mat file that usually goes into /float_source/) for OWC software. The FLOAT SOURCE file is saved as: diff --git a/docs/paper.md b/docs/paper.md index bd901bf8..bb7bd4de 100644 --- a/docs/paper.md +++ b/docs/paper.md @@ -83,7 +83,7 @@ The result of this tremendous success in data management -- in developing good p procedures ([see all the Argo Data Management Team documentation here](http://www.argodatamgt.org/Documentation)) -- is a very complex Argo dataset: the **argopy** software aims to help users navigate this complex realm. -Since the Argo community focuses on delivering a curated dataset for science, software packages exist for Argo data operators to decode and quality control the data [e.g. @scoop]. However, no open source softwares are available for scientists, who therefore must develop their own machinery to download and manipulate the data. +Since the Argo community focuses on delivering a curated dataset for science, software packages exist for Argo data operators to decode and quality control the data [e.g. @scoop]. However, no open source software are available for scientists, who therefore must develop their own machinery to download and manipulate the data. Python is becoming widely used by the scientific community and beyond: worldwide, and is the most popular and fastest growing language in the last 5 years (20%, source: http://pypl.github.io/PYPL.html). It offers a modern, powerful and open source framework to work with. Since, up to this point, no Python based software has been dedicated to the Argo dataset, it made sense to develop **argopy**. diff --git a/docs/what_is_argo.rst b/docs/what_is_argo.rst index 89409a96..e80a9c63 100644 --- a/docs/what_is_argo.rst +++ b/docs/what_is_argo.rst @@ -22,7 +22,7 @@ in situ temperature/salinity measurements of the ocean interior, key information (`Riser et al, 2016 <http://dx.doi.org/10.1038/nclimate2872>`_). The Argo array reached its full global coverage (of 1 profile per month and per 3x3 degree horizontal area) in 2007, and -continuously pursues its evolution to fullfill new scientific requirements (`Roemmich et al, 2019 +continuously pursues its evolution to fulfill new scientific requirements (`Roemmich et al, 2019 <https://www.frontiersin.org/article/10.3389/fmars.2019.00439>`_). It now extents to higher latitudes and some of the floats are able to profile down to 4000m and 6000m. New floats are also equipped with biogeochemical sensors, measuring oxygen and chlorophyll for instance. Argo is thus providing a deluge of in situ data: more than 400 profiles per day. diff --git a/docs/whats-new.rst b/docs/whats-new.rst index eef4bfd2..cecc4723 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -21,9 +21,9 @@ v0.1.9 (X XXX. 202X) This new method comes with others methods and improvements: - - A new ``filter_scalib_pres`` method to filter variables according to OWC salinity calibration software requirements, - - A new ``groupby_pressure_bins`` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), - - An improved ``filter_qc`` method to select which fields to consider (new option ``QC_fields``), + - A new :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres` method to filter variables according to OWC salinity calibration software requirements, + - A new :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), + - An improved :meth:`argopy.xarray.ArgoAccessor.filter_qc` method to select which fields to consider (new option ``QC_fields``), - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method. - **New dataset properties** accessible from the `argo` xarray accessor: ``N_POINTS``, ``N_LEVELS``, ``N_PROF``. Note that depending on the format of the dataset (a collection of points or of profiles) these values do or do not take into account NaN. These information are also visible by a simple print of the accessor. (:pr:`142`) by `G. Maze <http://www.github.com/gmaze>`_. @@ -107,7 +107,7 @@ v0.1.8 (2 Nov. 2021) - More general options. Fix :issue:`91`. (:pr:`102`) by `G. Maze <http://www.github.com/gmaze>`_. - - ``trust_env`` to allow for local environment variables to be used by fsspec to connect to the internet. Usefull for those using a proxy. + - ``trust_env`` to allow for local environment variables to be used by fsspec to connect to the internet. Useful for those using a proxy. - Documentation on `Read The Docs` now uses a pip environment and get rid of memory eager conda. (:pr:`103`) by `G. Maze <http://www.github.com/gmaze>`_. @@ -273,11 +273,11 @@ v0.1.3 (15 May 2020) idx.to_dataframe() idx.plot('trajectory') -The ``index`` fetcher can manage caching and works with both Erddap and localftp data sources. It is basically the same as the data fetcher, but do not load measurements, only meta-data. This can be very usefull when looking for regional sampling or trajectories. +The ``index`` fetcher can manage caching and works with both Erddap and localftp data sources. It is basically the same as the data fetcher, but do not load measurements, only meta-data. This can be very useful when looking for regional sampling or trajectories. .. tip:: - **Performance**: we recommand to use the ``localftp`` data source when working this ``index`` fetcher because the ``erddap`` data source currently suffers from poor performances. This is linked to :issue:`16` and is being addressed by Ifremer. + **Performance**: we recommend to use the ``localftp`` data source when working this ``index`` fetcher because the ``erddap`` data source currently suffers from poor performances. This is linked to :issue:`16` and is being addressed by Ifremer. The ``index`` fetcher comes with basic plotting functionalities with the :func:`argopy.IndexFetcher.plot` method to rapidly visualise measurement distributions by DAC, latitude/longitude and floats type. diff --git a/docs/why.rst b/docs/why.rst index 78858a52..d2247bbe 100644 --- a/docs/why.rst +++ b/docs/why.rst @@ -29,11 +29,11 @@ If you don't know in which category you would place yourself, try to answer the * [ ] what is an adjusted parameter ? * [ ] what a QC flag of 3 means ? -If you don't answer to more than 1 question: you probably will feel more confortable with the *standard* user mode. +If you don't answer to more than 1 question: you probably will feel more comfortable with the *standard* user mode. By default, all **argopy** data fetchers are set to work with a **standard** user mode, the other possible mode is **expert**. -In *standard* mode, fetched data are automatically filtered to account for their quality (only good are retained) and level of processing by the data centers (wether they looked at the data briefly or not). +In *standard* mode, fetched data are automatically filtered to account for their quality (only good are retained) and level of processing by the data centers (whether they looked at the data briefly or not). Selecting user mode is further explained in the dedicated documentation section: :ref:`user-mode`. From ee1c14fce79e661bc39572c1b114b2cc2bade0c7 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Mon, 29 Nov 2021 11:43:33 +0100 Subject: [PATCH 33/37] Update doc --- docs/api.rst | 2 ++ docs/data_manipulation.rst | 6 ++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/api.rst b/docs/api.rst index 7cc8d2ac..ce5e8241 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -139,6 +139,7 @@ Data Transformation Dataset.argo.point2profile Dataset.argo.profile2point Dataset.argo.interp_std_levels + Dataset.argo.groupby_pressure_bins Data Filters ------------ @@ -149,6 +150,7 @@ Data Filters Dataset.argo.filter_qc Dataset.argo.filter_data_mode + Dataset.argo.filter_scalib_pres Complementing ------------- diff --git a/docs/data_manipulation.rst b/docs/data_manipulation.rst index 5f175235..13192fd8 100644 --- a/docs/data_manipulation.rst +++ b/docs/data_manipulation.rst @@ -4,8 +4,6 @@ Manipulating data .. contents:: :local: -Once you fetched data, **argopy** comes with a handy :class:`xarray.Dataset` accessor namespace ``argo`` to perform specific manipulation of the data. This means that if your dataset is `ds`, then you can use `ds.argo` to access more **argopy** functions. - .. currentmodule:: xarray Once you fetched data, **argopy** comes with a handy :class:`xarray.Dataset` accessor ``argo`` to perform specific manipulation of the data. This means that if your dataset is named `ds`, then you can use `ds.argo` to access more **argopy** functions. The full list is available in the API documentation page :ref:`Dataset.argo (xarray accessor)`. @@ -23,7 +21,7 @@ Transformation Points vs profiles ^^^^^^^^^^^^^^^^^^ -Fetched data are returned as a 1D array collection of measurements: +By default, fetched data are returned as a 1D array collection of measurements: .. ipython:: python :okwarning: @@ -51,7 +49,7 @@ You can simply reverse this transformation with the :meth:`Dataset.argo.profile2 Pressure levels: Interpolation ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -Once your dataset is a collection of vertical **profiles**, you can interpolate variables on standard pressure levels using :meth:`Dataset.argo.interp_std_levels` with your levels as input :meth:`Dataset.argo.interp_std_levels`: +Once your dataset is a collection of vertical **profiles**, you can interpolate variables on standard pressure levels using :meth:`Dataset.argo.interp_std_levels` with your levels as input: .. ipython:: python :okwarning: From 7615e38901e648c87dced54ab73a8864268c75a2 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Mon, 29 Nov 2021 11:51:58 +0100 Subject: [PATCH 34/37] Update usage.rst fix bugs after master merge --- docs/usage.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/usage.rst b/docs/usage.rst index c83b916e..76b1c630 100644 --- a/docs/usage.rst +++ b/docs/usage.rst @@ -18,6 +18,8 @@ Data are returned as a collection of measurements in a :class:`xarray.Dataset`: ds +.. currentmodule:: xarray + Fetched data are returned as a 1D array collection of measurements. If you prefer to work with a 2D array collection of vertical profiles, simply transform the dataset with the :class:`xarray.Dataset` accessor method :meth:`Dataset.argo.point2profile`: .. ipython:: python From 6f4eb4f226c5880e3dc59eae04ea2034af087278 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Mon, 29 Nov 2021 14:39:25 +0100 Subject: [PATCH 35/37] Improve doc and docstrings --- argopy/xarray.py | 69 ++++++++++++++++++++--------------- docs/api.rst | 11 +++--- docs/data_quality_control.rst | 66 ++++++++++++++++++++++++++++++--- docs/visualisation.rst | 2 +- 4 files changed, 108 insertions(+), 40 deletions(-) diff --git a/argopy/xarray.py b/argopy/xarray.py index 324e09f9..d6059ef0 100644 --- a/argopy/xarray.py +++ b/argopy/xarray.py @@ -1004,7 +1004,7 @@ def filter_scalib_pres(self, force: str = "default", inplace: bool = True): def interp_std_levels(self, std_lev: list or np.array, axis: str = 'PRES'): - """ Returns a new dataset interpolated to standard pressure levels + """ Interpolate measurements to standard pressure levels Parameters ---------- @@ -1136,7 +1136,7 @@ def groupby_pressure_bins(self, # noqa: C901 (right==False) indicating that the interval does not include the right edge. The left bin end is open in this case, i.e., bins[i-1] <= x < bins[i] is the default behavior for monotonically increasing bins. Note the ``merge`` option is intended to work only for the default ``right=False``. - select: str, default: ``deep`` + select: {'deep','shallow','middle','random','min','max','mean','median'}, default: 'deep' The value selection method for bins. This selection can be based on values at the pressure axis level with: ``deep`` (default), ``shallow``, @@ -1394,29 +1394,31 @@ def teos10( # noqa: C901 List with the name of variables to add. Must be a list containing one or more of the following string values: - * `"SA"` + * ``SA`` Adds an absolute salinity variable - * `"CT"` + * ``CT`` Adds a conservative temperature variable - * `"SIG0"` + * ``SIG0`` Adds a potential density anomaly variable referenced to 0 dbar - * `"N2"` + * ``N2`` Adds a buoyancy (Brunt-Vaisala) frequency squared variable. This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. - * `"PV"` + * ``PV`` Adds a planetary vorticity variable calculated from :math:`\\frac{f N^2}{\\text{gravity}}`. This is not a TEOS-10 variable from the gsw toolbox, but is provided for convenience. This variable has been regridded to the original pressure levels in the Dataset using a linear interpolation. - * `"PTEMP"` - Adds a potential temperature variable - * `"SOUND_SPEED"` - Adds a sound speed variable + * ``PTEMP`` + Add potential temperature + * ``SOUND_SPEED`` + Add sound speed + * ``CNDC`` + Add Electrical Conductivity - inplace: boolean, True by default - If True, return the input :class:`xarray.Dataset` with new TEOS10 variables + inplace: boolean, True by default + * If True, return the input :class:`xarray.Dataset` with new TEOS10 variables added as a new :class:`xarray.DataArray`. - If False, return a :class:`xarray.Dataset` with new TEOS10 variables + * If False, return a :class:`xarray.Dataset` with new TEOS10 variables Returns ------- @@ -1618,24 +1620,33 @@ def create_float_source(self, # noqa: C901 >>> ds.argo.create_float_source(force='adjusted') - Pre-processing details: + **Pre-processing details**: + + #. select only ascending profiles + + #. subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down + to the deepest level. + + #. align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same + binned pressure values. This can lead to modify the number of levels in the dataset. + + #. filter variables according to the ``force`` option (see below) + + #. filter variables according to QC flags: + + * Remove measurements where timestamp QC is >= 3 + * Keep measurements where pressure QC is anything but 3 + * Keep measurements where pressure, temperature or salinity QC are anything but 4 + + + #. remove dummy values: salinity not in [0/50], potential temperature not in [-10/50] and pressure not + in [0/60000]. Bounds inclusive. + + #. convert timestamp to fractional year - - select only ascending profiles - - subsample vertical levels to keep the deepest pressure levels on each 10db bins from the surface down to the - deepest level - - filter variables according to the 'force' option (see above) - - filter variables according to QC flags: + #. convert longitudes to 0-360 - - Remove measurements where timestamp QC is >= 3 - - Keep measurements where pressure QC is anything but 3 - - Keep measurements where pressure, temperature or salinity QC are anything but 4 - - remove dummy values: salinity not in 0/50, potential temperature not in -10/50 and pressure not in 0/60000. - Bounds inclusive. - - convert timestamp to fractional year - - convert longitudes to 0-360 - - align pressure values, i.e. make sure that a pressure index corresponds to measurements from the same binned - pressure values. This can lead to modify the number of levels in the dataset Parameters ---------- diff --git a/docs/api.rst b/docs/api.rst index ce5e8241..6002df67 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -123,10 +123,10 @@ This accessor extends :py:class:`xarray.Dataset`. Proper use of this accessor sh >>> import xarray as xr # first import xarray >>> import argopy # import argopy (the dataset 'argo' accessor is registered) - >>> from argopy import DataFetcher as ArgoDataFetcher - >>> ds = ArgoIndexFetcher().float([6902766, 6902772, 6902914, 6902746]).load().data + >>> from argopy import DataFetcher + >>> ds = DataFetcher().float([6902766, 6902772, 6902914, 6902746]).load().data >>> ds.argo - >>> ds.argo.filter_qc + >>> ds.argo.filter_qc() Data Transformation @@ -152,14 +152,15 @@ Data Filters Dataset.argo.filter_data_mode Dataset.argo.filter_scalib_pres -Complementing -------------- +Processing +---------- .. autosummary:: :toctree: generated/ :template: autosummary/accessor_method.rst Dataset.argo.teos10 + Dataset.argo.create_float_source Misc ---- diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index 508a53ff..469b676c 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -21,6 +21,8 @@ Let's start with standard import: Salinity calibration -------------------- +.. currentmodule:: xarray + The Argo salinity calibration method is called OWC_, after the names of the core developers: Breck Owens, Anny Wong and Cecile Cabanes. Historically, the OWC method has been implemented in `Matlab <https://github.com/ArgoDMQC/matlab_owc>`_ . More recently a `python version has been developed <https://github.com/euroargodev/argodmqc_owc>`_. @@ -29,7 +31,7 @@ Preprocessing data At this point, both OWC software take as input a pre-processed version of the Argo float data to evaluate/calibrate. -**argopy** is able to perform this preprocessing and to create a *float source* data to be used by OWC software. This is made by :meth:`argopy.xarray.ArgoAccessor.create_float_source`. +**argopy** is able to perform this preprocessing and to create a *float source* data to be used by OWC software. This is made by :meth:`Dataset.argo.create_float_source`. First, you would need to fetch the Argo float data you want to calibrate, in ``expert`` mode: @@ -58,18 +60,72 @@ If you don't specify a path name, the method returns a dictionary with the float ds_source = ds.argo.create_float_source() ds_source -See all options available for this method here: :meth:`argopy.xarray.ArgoAccessor.create_float_source`. +See all options available for this method here: :meth:`Dataset.argo.create_float_source`. The method partially relies on two others: -- :meth:`argopy.xarray.ArgoAccessor.filter_scalib_pres`: to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. +- :meth:`Dataset.argo.filter_scalib_pres`: to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. -- :meth:`argopy.xarray.ArgoAccessor.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`argopy.xarray.ArgoAccessor.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). +- :meth:`Dataset.argo.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`Dataset.argo.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). Running the calibration ^^^^^^^^^^^^^^^^^^^^^^^ -Please refer to the OWC python software documentation: https://github.com/euroargodev/argodmqc_owc +Please refer to the `OWC python software documentation <https://github.com/euroargodev/argodmqc_owc>`_. + +A typical workflow would look like this: + +.. code-block:: python + + import os, shutil + from pathlib import Path + + import pyowc as owc + import argopy + from argopy import DataFetcher + + # Define float to calibrate: + FLOAT_NAME = "6903010" + + # Set-up where to save OWC analysis results: + results_folder = './analysis/%s' % FLOAT_NAME + Path(results_folder).mkdir(parents=True, exist_ok=True) + shutil.rmtree(results_folder) # Clean up folder content + Path(os.path.sep.join([results_folder, 'float_source'])).mkdir(parents=True, exist_ok=True) + Path(os.path.sep.join([results_folder, 'float_calib'])).mkdir(parents=True, exist_ok=True) + Path(os.path.sep.join([results_folder, 'float_mapped'])).mkdir(parents=True, exist_ok=True) + Path(os.path.sep.join([results_folder, 'float_plots'])).mkdir(parents=True, exist_ok=True) + + # fetch the default configuration and parameters + USER_CONFIG = owc.configuration.load() + + # Fix paths to run at Ifremer: + for k in USER_CONFIG: + if "FLOAT" in k and "data/" in USER_CONFIG[k][0:5]: + USER_CONFIG[k] = os.path.abspath(USER_CONFIG[k].replace("data", results_folder)) + USER_CONFIG['CONFIG_DIRECTORY'] = os.path.abspath('../data/constants') + USER_CONFIG['HISTORICAL_DIRECTORY'] = os.path.abspath('/Volumes/OWC/CLIMATOLOGY/') # where to find ARGO_for_DMQC_2020V03 and CTD_for_DMQC_2021V01 folders + USER_CONFIG['HISTORICAL_ARGO_PREFIX'] = 'ARGO_for_DMQC_2020V03/argo_' + USER_CONFIG['HISTORICAL_CTD_PREFIX'] = 'CTD_for_DMQC_2021V01/ctd_' + print(owc.configuration.print_cfg(USER_CONFIG)) + + # Create float source data with argopy: + fetcher_for_real = DataFetcher(src='localftp', cache=True, mode='expert').float(FLOAT_NAME) + fetcher_sample = DataFetcher(src='localftp', cache=True, mode='expert').profile(FLOAT_NAME, [1, 2]) # To reduce execution time for demo + ds = fetcher.load().data + ds.argo.create_float_source(path=USER_CONFIG['FLOAT_SOURCE_DIRECTORY'], force='default') + + # Prepare data for calibration: map salinity on theta levels + owc.calibration.update_salinity_mapping("", USER_CONFIG, FLOAT_NAME) + + # Set the calseries parameters for analysis and line fitting + owc.configuration.set_calseries("", FLOAT_NAME, USER_CONFIG) + + # Calculate the fit of each break and calibrate salinities + owc.calibration.calc_piecewisefit("", FLOAT_NAME, USER_CONFIG) + + # Results figures + owc.plot.dashboard("", FLOAT_NAME, USER_CONFIG) OWC references ^^^^^^^^^^^^^^ diff --git a/docs/visualisation.rst b/docs/visualisation.rst index 72e63bd7..9c84f792 100644 --- a/docs/visualisation.rst +++ b/docs/visualisation.rst @@ -3,7 +3,7 @@ Data visualisation ################## -Although ``argopy`` is not focus on visualisation, it provides a few functions to get you started. Plotting functions are available for both the data and index fetchers. +Although **argopy** is not focus on visualisation, it provides a few functions to get you started. Plotting functions are available for both the data and index fetchers. Trajectories ------------ From b3043f51308b279eae6db74eb9c35be850d861f4 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Tue, 30 Nov 2021 12:27:00 +0100 Subject: [PATCH 36/37] Update data_quality_control.rst --- docs/data_quality_control.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index 469b676c..3fbddc5b 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -47,7 +47,7 @@ Then, to create the float source data, you call the method and provide a folder ds.argo.create_float_source("float_source") -This will create the ``float_source/6902766.mat`` Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo <https://github.com/euroargodev/dm_floats>`_ and ran with `this routine <https://github.com/euroargodev/dm_floats/blob/master/src/ow_source/create_float_source.m>`_). +This will create the ``float_source/6902766.mat`` Matlab files to be set directly in the configuration file of the OWC software. This routine implements the same pre-processing as in the Matlab version (which is hosted on `this repo <https://github.com/euroargodev/dm_floats>`_ and ran with `this routine <https://github.com/euroargodev/dm_floats/blob/master/src/ow_source/create_float_source.m>`_). All the detailed steps of this pre-processing are given in the :meth:`Dataset.argo.create_float_source` API page. .. note:: If the dataset contains data from more than one float, several Matlab files are created, one for each float. This will allow you to prepare data from a collection of floats. From 4d915d90e673b6dcc6b870c8ca54b7de95cf5711 Mon Sep 17 00:00:00 2001 From: Guillaume Maze <gmaze@ifremer.fr> Date: Thu, 13 Jan 2022 16:34:16 +0100 Subject: [PATCH 37/37] Small update to docs --- docs/data_quality_control.rst | 2 +- docs/whats-new.rst | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/data_quality_control.rst b/docs/data_quality_control.rst index f0d3394b..302a4614 100644 --- a/docs/data_quality_control.rst +++ b/docs/data_quality_control.rst @@ -66,7 +66,7 @@ The method partially relies on two others: - :meth:`Dataset.argo.filter_scalib_pres`: to filter variables according to OWC salinity calibration software requirements. This filter modifies pressure, temperature and salinity related variables of the dataset. -- :meth:`Dataset.argo.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`Dataset.argo.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). +- :meth:`Dataset.argo.groupby_pressure_bins`: to sub-sampled measurements by pressure bins. This is an excellent alternative to the :meth:`Dataset.argo.interp_std_levels` to avoid interpolation and preserve values of raw measurements while at the same time aligning measurements along approximately similar pressure levels (depending on the size of the bins). See more description at here: :ref:`Pressure levels: Group-by bins`. Running the calibration ^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/whats-new.rst b/docs/whats-new.rst index 479385f3..7bd50fac 100644 --- a/docs/whats-new.rst +++ b/docs/whats-new.rst @@ -19,12 +19,12 @@ v0.1.9 (X XXX. 202X) ds_source = ds.argo.create_float_source() -This new method comes with others methods and improvements: - .. currentmodule:: xarray +This new method comes with others methods and improvements: + - A new :meth:`Dataset.argo.filter_scalib_pres` method to filter variables according to OWC salinity calibration software requirements, - - A new :meth:`Dataset.argo.groupby_pressure_bins` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), + - A new :meth:`Dataset.argo.groupby_pressure_bins` method to subsample a dataset down to one value by pressure bins (a perfect alternative to interpolation on standard depth levels to precisely avoid interpolation...), see :ref:`Pressure levels: Group-by bins` for more help, - An improved :meth:`Dataset.argo.filter_qc` method to select which fields to consider (new option ``QC_fields``), - Add conductivity (``CNDC``) to the possible output of the ``TEOS10`` method.