From b6bdfb180115731b7c4d1f282c1a0c21f5248cf0 Mon Sep 17 00:00:00 2001 From: Harrison Nicholls Date: Wed, 18 Dec 2024 13:34:13 +0000 Subject: [PATCH] Tidied notebooks. Update citation. Verion 1.0.1 --- CITATION.cff | 8 +- Project.toml | 2 +- codemeta.json | 6 +- misc/TOI561b.ipynb | 3476 ++++++++++++++++++++++++++ misc/ioa50.ipynb | 1297 ---------- misc/sub_neptune.ipynb | 1546 ------------ misc/trap1b_emission.ipynb | 2697 -------------------- src/atmosphere.jl | 2 +- tutorials/01_canonical-runaway.ipynb | 1040 ++++---- 9 files changed, 4001 insertions(+), 6073 deletions(-) create mode 100644 misc/TOI561b.ipynb delete mode 100644 misc/ioa50.ipynb delete mode 100644 misc/sub_neptune.ipynb delete mode 100644 misc/trap1b_emission.ipynb diff --git a/CITATION.cff b/CITATION.cff index 066688e5..164802f2 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -4,8 +4,8 @@ authors: - family-names: "Nicholls" given-names: "Harrison" orcid: "https://orcid.org/0000-0002-8368-4641" -title: "AGNI" -version: 1.0.0 +title: "Convective shutdown in the atmospheres of lava worlds" +version: 1.0.1 doi: 10.1093/mnras/stae2772 -date-released: 2024-12-17 -url: "https://github.com/nichollsh/AGNI" +date-released: 2024-12-18 +url: "https://doi.org/10.1093/mnras/stae2772" diff --git a/Project.toml b/Project.toml index cf050b13..41e21acc 100644 --- a/Project.toml +++ b/Project.toml @@ -1,7 +1,7 @@ name = "AGNI" uuid = "ede838c1-9ec3-4ebe-8ae8-da4091b3f21c" authors = ["Harrison Nicholls "] -version = "1.0.0" +version = "1.0.1" [deps] ArgParse = "c7e460c6-2fb9-53a9-8c5b-16f535851c63" diff --git a/codemeta.json b/codemeta.json index 767be8b0..582f7e04 100644 --- a/codemeta.json +++ b/codemeta.json @@ -12,12 +12,12 @@ ], "identifier": "", "codeRepository": "https://github.com/nichollsh/AGNI", - "datePublished": "2024-11-29", - "dateModified": "2024-11-29", + "datePublished": "2024-12-18", + "dateModified": "2024-12-18", "dateCreated": "2024-09-13", "description": "A radiative-convective model for lava planet atmospheres.", "keywords": "physics, radiative transfer, exoplanets, astronomy, convection, radiation, planets, atmospheres", "license": "GPL v3.0", "title": "AGNI", - "version": "1.0.0" + "version": "1.0.1" } diff --git a/misc/TOI561b.ipynb b/misc/TOI561b.ipynb new file mode 100644 index 00000000..450254c7 --- /dev/null +++ b/misc/TOI561b.ipynb @@ -0,0 +1,3476 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Import system packages\n", + "using Printf\n", + "using DelimitedFiles\n", + "using Plots\n", + "using LaTeXStrings" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Import AGNI\n", + "ROOT_DIR = abspath(joinpath(pwd(),\"../\"))\n", + "using AGNI\n", + "import AGNI.atmosphere as atmosphere\n", + "import AGNI.solver as nl\n", + "import AGNI.setpt as setpt\n", + "import AGNI.dump as dump\n", + "import AGNI.plotting as plotting\n", + "\n", + "# Disable logging from AGNI module\n", + "AGNI.setup_logging(\"\",1)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.6743e-11" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "R_earth = 6.371e6 # m\n", + "M_earth = 5.972e24 # kg\n", + "L_sun = 3.828e26 # W\n", + "AU = 149597870691.0 # m\n", + "G_grav = 6.67430e-11" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.5558178551864e9" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "L_star = 10.0^(-0.268) * L_sun\n", + "a_orb = 0.0104 * AU" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.7896058356847e6" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "instellation = L_star / (4 * pi * a_orb * a_orb)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "calc_gravity (generic function with 1 method)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function calc_gravity(_m, _r)\n", + " return G_grav * _m / (_r * _r)\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "15.030571570752072\n" + ] + }, + { + "data": { + "text/plain": [ + "\"/home/n/nichollsh/AGNI/out/\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Configuration options\n", + "mass = 3*M_earth\n", + "radius = 1.4*R_earth\n", + "gravity = calc_gravity(mass, radius)\n", + "println(gravity)\n", + "p_surf = 500.0 # bar\n", + "\n", + "s0_fact = 0.25\n", + "zenith_degrees = 54.74\n", + "albedo_b = 0.0\n", + "nlev_centre = 38\n", + "p_top = 1e-4 # bar\n", + "mole_fractions = Dict(\"CO2\" => 1.0)\n", + "tmp_surf = 3000.0\n", + "thermo = true\n", + "\n", + "albedo_data = joinpath(ROOT_DIR,\"res/surface_albedos/lunar_marebasalt.dat\")\n", + "spectral_file = joinpath(ROOT_DIR,\"res/spectral_files/nogit_shared/Dayspring/256/Dayspring.sf\")\n", + "star_file = joinpath(ROOT_DIR,\"res/stellar_spectra/sun.txt\")\n", + "output_dir = joinpath(ROOT_DIR,\"out/\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Create output directory\n", + "rm(output_dir,force=true,recursive=true)\n", + "mkdir(output_dir);" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Setting-up a new atmosphere struct \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Found FastChem executable \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Inserting stellar spectrum and Rayleigh coefficients \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Allocating atmosphere with composition: \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 CO2 1.00e+00 \n" + ] + }, + { + "data": { + "text/plain": [ + "true" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Setup atmosphere\n", + "atmos = atmosphere.Atmos_t()\n", + "atmosphere.setup!(atmos, ROOT_DIR, output_dir,\n", + " spectral_file,\n", + " instellation, s0_fact, albedo_b, zenith_degrees,\n", + " tmp_surf,\n", + " gravity, radius,\n", + " nlev_centre, p_surf, p_top,\n", + " mole_fractions, \"\",\n", + "\n", + " flux_int = 0.0,\n", + " flag_gcontinuum=true,\n", + " flag_rayleigh=true,\n", + " thermo_functions=thermo,\n", + " surface_material=albedo_data,\n", + " overlap_method=\"ee\"\n", + " )\n", + "atmosphere.allocate!(atmos, star_file)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# setpt.isothermal!(atmos, 2000.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# solver_success = nl.solve_energy!(atmos,\n", + "# sol_type=1,\n", + "# sens_heat=true,\n", + "# latent=false,\n", + "# method=1,\n", + "# dx_max=400.0,\n", + "# ls_method=1,\n", + "# save_frames=false, modplot=1,\n", + "# conv_atol=1.0,\n", + "# modprint=1\n", + "# )\n", + "# println(\"Solver success? $solver_success\")\n", + "# atm_base = deepcopy(atmos);" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# atmos = deepcopy(atm_base)\n", + "setpt.isothermal!(atmos, 1500.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "36" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nsamps::Int64 = 6\n", + "\n", + "inp_ps = 10.0 .^ collect(range(start=1.0, stop=4.0, length=nsamps)) # range of surface pressures [log bar]\n", + "inp_rp = collect(range(start=1.0, stop=1.5, length=nsamps)) # range of surface radii [R_earth]\n", + "\n", + "# combinations\n", + "inp_ps_arr = zeros(Float64, (nsamps,nsamps))\n", + "inp_rp_arr = zeros(Float64, (nsamps,nsamps))\n", + "for i in 1:nsamps\n", + " for j in 1:nsamps\n", + " inp_ps_arr[i,j] = inp_ps[i]\n", + " inp_rp_arr[j,i] = inp_rp[i]\n", + " end\n", + "end\n", + "inp_ps_arr = vec(inp_ps_arr)\n", + "inp_rp_arr = vec(inp_rp_arr)\n", + "\n", + "ntotal = Int(length(inp_ps_arr))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Running model for 36 points... \n", + "Point 1/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.40e+02 3.151e+05 3.739e+05 2.001e+03 5.000e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -2.19e+02 5.477e+04 6.982e+05 2.501e+03 5.000e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +3.07e+01 1.538e+04 6.948e+05 2.510e+03 2.074e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +5.25e-01 6.775e+03 6.896e+05 2.510e+03 8.551e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 +6.64e-02 7.432e+01 6.891e+05 2.509e+03 1.340e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 +9.62e-06 1.477e-02 6.891e+05 2.509e+03 4.311e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -2.79e-09 2.067e-04 6.891e+05 2.509e+03 2.665e-04 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 7 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.89e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.36e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +5.94e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.43e-04 W m-2 (+8.81e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.07e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2509.440 K \n", + "--------------------------------- \n", + "Point 2/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.34e+01 2.940e+03 5.732e+05 2.494e+03 1.502e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -5.00e-03 3.190e+01 5.734e+05 2.492e+03 4.960e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +9.19e-06 4.030e-02 5.734e+05 2.492e+03 5.561e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +1.36e-07 3.701e-04 5.734e+05 2.492e+03 8.377e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.73e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.93e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.73e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +3.15e-04 W m-2 (+9.91e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.70e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2492.131 K \n", + "--------------------------------- \n", + "Point 3/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.41e+01 3.940e+03 4.870e+05 2.470e+03 1.744e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.03e-01 4.671e+01 4.874e+05 2.467e+03 1.104e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -3.15e-06 4.508e-03 4.874e+05 2.466e+03 1.052e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.87e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +5.64e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -2.87e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.64e-03 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.51e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2466.480 K \n", + "--------------------------------- \n", + "Point 4/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.41e+01 3.164e+03 4.637e+05 2.455e+03 1.757e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +7.06e-03 3.786e+01 4.643e+05 2.454e+03 9.349e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.98e-06 1.282e-03 4.643e+05 2.454e+03 8.410e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.64e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.45e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -4.49e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +8.72e-04 W m-2 (+9.97e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.28e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2453.868 K \n", + "--------------------------------- \n", + "Point 5/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.48e+01 2.619e+03 4.613e+05 2.450e+03 1.658e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.55e-01 3.499e+01 4.618e+05 2.451e+03 7.955e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +2.77e-05 2.430e-02 4.618e+05 2.451e+03 7.286e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +6.05e-09 3.429e-04 4.618e+05 2.451e+03 6.252e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.62e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.99e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -7.58e-09 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.99e-04 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.43e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.774 K \n", + "--------------------------------- \n", + "Point 6/36 \n", + " R_surf = 1 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.39e+01 3.052e+03 4.608e+05 2.449e+03 1.538e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.09e-01 1.882e+01 4.613e+05 2.450e+03 8.670e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +3.67e-07 8.331e-04 4.613e+05 2.450e+03 4.584e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -5.17e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +7.85e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.16e-04 W m-2 (+9.85e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +8.33e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.192 K \n", + "--------------------------------- \n", + "Point 7/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -6.59e+00 6.957e+04 7.374e+05 2.509e+03 4.232e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.29e+00 8.094e+03 6.791e+05 2.508e+03 1.439e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +8.13e-02 5.491e+02 6.739e+05 2.509e+03 1.703e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +1.43e-04 1.275e+01 6.738e+05 2.509e+03 3.025e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 +2.57e-08 8.050e-03 6.738e+05 2.509e+03 4.022e-03 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 5 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.74e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.79e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -3.91e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.71e-03 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +8.05e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2508.537 K \n", + "--------------------------------- \n", + "Point 8/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.16e+01 2.944e+03 5.581e+05 2.490e+03 1.525e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.85e-01 3.236e+01 5.582e+05 2.488e+03 5.615e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.34e-06 2.556e-02 5.582e+05 2.488e+03 6.060e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +4.41e-08 1.211e-04 5.582e+05 2.488e+03 3.324e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.58e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +7.34e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.10e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +7.33e-05 W m-2 (+9.62e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.21e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2488.122 K \n", + "--------------------------------- \n", + "Point 9/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.13e+01 3.607e+03 4.805e+05 2.467e+03 1.760e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.69e-01 8.074e+01 4.809e+05 2.464e+03 1.035e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +2.33e-07 2.888e-02 4.809e+05 2.464e+03 1.617e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -9.13e-08 1.311e-04 4.809e+05 2.464e+03 4.166e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.81e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -4.96e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +2.97e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.77e-05 W m-2 (+9.76e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.31e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2464.085 K \n", + "--------------------------------- \n", + "Point 10/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.53e+01 3.639e+03 4.630e+05 2.454e+03 1.754e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +5.86e-02 4.391e+01 4.637e+05 2.453e+03 1.159e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.32e-06 1.518e-03 4.637e+05 2.453e+03 1.030e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.64e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +9.09e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -5.04e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +8.98e-04 W m-2 (+9.81e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.52e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2453.214 K \n", + "--------------------------------- \n", + "Point 11/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.46e+01 2.966e+03 4.612e+05 2.450e+03 1.627e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -3.00e-02 4.769e+02 4.619e+05 2.451e+03 8.977e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +6.27e-03 1.901e+00 4.615e+05 2.452e+03 1.432e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -1.65e-07 1.360e-04 4.615e+05 2.452e+03 5.635e-03 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.05e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +3.70e-07 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.58e-05 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.36e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2451.837 K \n", + "--------------------------------- \n", + "Point 12/36 \n", + " R_surf = 1.1 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.53e+01 2.778e+03 4.609e+05 2.450e+03 1.530e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +5.89e-02 3.146e+01 4.613e+05 2.450e+03 8.915e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.16e-06 3.901e-03 4.613e+05 2.450e+03 6.464e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.54e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.38e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.51e-03 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.90e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.287 K \n", + "--------------------------------- \n", + "Point 13/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -5.55e+01 6.925e+04 7.225e+05 2.508e+03 4.186e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.38e+00 6.380e+03 6.648e+05 2.507e+03 1.447e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.80e-01 1.957e+02 6.595e+05 2.507e+03 1.720e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +8.22e-04 9.624e-01 6.594e+05 2.507e+03 3.521e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -2.42e-08 2.768e-04 6.594e+05 2.507e+03 2.379e-03 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 5 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.59e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.93e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +6.61e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.59e-04 W m-2 (+8.24e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.77e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2507.237 K \n", + "--------------------------------- \n", + "Point 14/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.21e+01 2.995e+03 5.449e+05 2.487e+03 1.547e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.82e-04 2.254e+01 5.450e+05 2.484e+03 6.292e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.19e-06 1.412e-03 5.450e+05 2.484e+03 3.971e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.45e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +4.57e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.07e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.03e-03 W m-2 (+9.57e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.41e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2484.391 K \n", + "--------------------------------- \n", + "Point 15/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.74e+01 3.500e+03 4.757e+05 2.465e+03 1.733e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.35e-01 6.065e+01 4.762e+05 2.462e+03 9.834e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -3.39e-06 7.849e-03 4.762e+05 2.462e+03 1.100e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.76e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +5.71e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -3.46e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.62e-03 W m-2 (+9.72e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +7.85e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2462.137 K \n", + "--------------------------------- \n", + "Point 16/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.36e+01 3.009e+03 4.627e+05 2.453e+03 1.708e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +6.95e-02 6.182e+01 4.633e+05 2.453e+03 9.625e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.31e-06 2.311e-03 4.633e+05 2.453e+03 1.443e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.63e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +9.75e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.09e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.40e-03 W m-2 (+9.93e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.31e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2452.785 K \n", + "--------------------------------- \n", + "Point 17/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.40e+01 2.843e+03 4.612e+05 2.450e+03 1.568e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.02e-02 6.480e+01 4.617e+05 2.451e+03 8.776e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +7.11e-07 7.376e-03 4.617e+05 2.451e+03 1.371e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.62e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.21e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +7.40e-07 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +3.09e-03 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +7.38e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.853 K \n", + "--------------------------------- \n", + "Point 18/36 \n", + " R_surf = 1.2 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +4.13e+00 2.587e+03 4.609e+05 2.450e+03 1.445e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.64e-02 1.789e+01 4.613e+05 2.450e+03 6.973e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +5.94e-09 4.214e-03 4.613e+05 2.450e+03 3.862e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.40e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.66e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.47e-03 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.21e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.329 K \n", + "--------------------------------- \n", + "Point 19/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.78e+01 6.681e+04 7.075e+05 2.506e+03 4.252e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +4.74e+00 6.164e+03 6.511e+05 2.505e+03 1.441e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +8.27e-02 1.981e+02 6.459e+05 2.506e+03 1.838e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +2.58e-05 4.673e-02 6.459e+05 2.506e+03 3.257e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -9.31e-09 1.950e-04 6.459e+05 2.506e+03 1.102e-04 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 5 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.46e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.49e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.86e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.30e-04 W m-2 (+8.69e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.95e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2505.647 K \n", + "--------------------------------- \n", + "Point 20/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.46e+01 2.990e+03 5.336e+05 2.484e+03 1.574e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +7.16e-02 4.971e+01 5.336e+05 2.481e+03 6.633e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +2.83e-05 2.741e-02 5.336e+05 2.481e+03 5.924e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +6.75e-08 2.890e-04 5.336e+05 2.481e+03 4.320e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.34e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.31e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +5.29e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.30e-04 W m-2 (+9.78e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.89e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2481.036 K \n", + "--------------------------------- \n", + "Point 21/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.59e+01 3.588e+03 4.722e+05 2.463e+03 1.711e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.17e-01 7.408e+01 4.727e+05 2.461e+03 1.105e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +5.64e-06 3.653e-03 4.727e+05 2.461e+03 1.457e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.73e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.59e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +7.14e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.58e-03 W m-2 (+9.92e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.65e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2460.521 K \n", + "--------------------------------- \n", + "Point 22/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +5.37e+01 3.169e+03 4.624e+05 2.452e+03 1.690e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.67e-01 6.372e+01 4.631e+05 2.452e+03 8.979e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.68e-06 5.445e-02 4.630e+05 2.452e+03 1.333e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -1.14e-07 8.830e-04 4.630e+05 2.452e+03 1.084e-04 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.63e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.94e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -9.81e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +9.80e-04 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +8.83e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2452.499 K \n", + "--------------------------------- \n", + "Point 23/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.17e+01 2.836e+03 4.611e+05 2.450e+03 1.571e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.53e-02 5.881e+01 4.617e+05 2.451e+03 7.921e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +5.82e-07 1.197e-02 4.617e+05 2.451e+03 1.090e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -7.32e-08 2.365e-04 4.617e+05 2.451e+03 3.563e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.62e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.53e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +5.96e-11 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.32e-04 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.36e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.854 K \n", + "--------------------------------- \n", + "Point 24/36 \n", + " R_surf = 1.3 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.92e+00 2.429e+03 4.610e+05 2.450e+03 1.429e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +4.22e-02 5.278e+01 4.614e+05 2.450e+03 6.213e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.18e-06 1.947e-02 4.614e+05 2.450e+03 1.087e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +4.84e-08 1.907e-04 4.614e+05 2.450e+03 4.102e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.43e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +3.90e-09 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.49e-04 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.91e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.356 K \n", + "--------------------------------- \n", + "Point 25/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.33e+01 6.803e+04 6.956e+05 2.504e+03 4.108e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.84e+00 6.203e+03 6.385e+05 2.503e+03 1.498e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +9.36e-02 1.562e+02 6.332e+05 2.504e+03 1.771e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +1.12e-05 3.868e-02 6.332e+05 2.504e+03 3.105e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -1.86e-09 4.434e-05 6.332e+05 2.504e+03 5.929e-05 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 5 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.33e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -2.74e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +8.25e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +3.88e-05 W m-2 (+9.97e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.43e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2503.632 K \n", + "--------------------------------- \n", + "Point 26/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +1.11e+01 3.454e+03 5.236e+05 2.481e+03 1.570e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.05e-01 5.378e+01 5.237e+05 2.478e+03 6.693e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -5.73e-07 1.557e-03 5.237e+05 2.478e+03 1.181e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.24e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +6.53e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.43e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +7.29e-04 W m-2 (+9.71e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.56e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2478.023 K \n", + "--------------------------------- \n", + "Point 27/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.16e+01 3.772e+03 4.697e+05 2.461e+03 1.738e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.64e-02 5.269e+01 4.703e+05 2.459e+03 1.142e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +6.53e-07 2.231e-03 4.702e+05 2.459e+03 1.175e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.70e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +6.05e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -6.87e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +8.71e-04 W m-2 (+9.36e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.23e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2459.145 K \n", + "--------------------------------- \n", + "Point 28/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.83e+01 3.094e+03 4.622e+05 2.452e+03 1.658e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +5.34e-01 5.612e+01 4.628e+05 2.452e+03 9.242e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.15e-05 4.937e-03 4.628e+05 2.452e+03 1.417e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.63e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.20e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +6.59e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.52e-03 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.94e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2452.292 K \n", + "--------------------------------- \n", + "Point 29/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.07e+01 2.527e+03 4.612e+05 2.450e+03 1.537e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +5.19e-02 3.922e+01 4.617e+05 2.451e+03 8.541e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +9.78e-07 4.699e-03 4.617e+05 2.451e+03 6.293e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.62e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.00e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.53e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.67e-03 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.70e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.852 K \n", + "--------------------------------- \n", + "Point 30/36 \n", + " R_surf = 1.4 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +6.59e+00 2.400e+03 4.610e+05 2.450e+03 1.431e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.91e-03 2.435e+01 4.614e+05 2.450e+03 7.395e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +3.64e-07 3.775e-03 4.614e+05 2.450e+03 4.030e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.41e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -6.30e-07 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.29e-03 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.78e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.370 K \n", + "--------------------------------- \n", + "Point 31/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 10 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -3.15e+01 6.767e+04 6.836e+05 2.501e+03 4.137e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.78e-02 6.028e+03 6.266e+05 2.501e+03 1.466e+02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.24e-01 2.317e+02 6.214e+05 2.502e+03 1.730e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +2.12e-04 3.877e-01 6.213e+05 2.502e+03 3.653e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 +8.96e-09 7.793e-05 6.213e+05 2.502e+03 6.399e-04 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 5 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.21e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +9.40e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +9.76e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +6.31e-05 W m-2 (+9.88e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +7.79e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2501.639 K \n", + "--------------------------------- \n", + "Point 32/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 39.8107 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +2.36e+01 3.079e+03 5.150e+05 2.478e+03 1.606e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.16e-01 4.347e+01 5.151e+05 2.475e+03 7.774e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +5.20e-06 2.125e-03 5.151e+05 2.475e+03 6.151e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +5.15e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.84e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +9.44e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.19e-03 W m-2 (+9.92e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.12e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2475.357 K \n", + "--------------------------------- \n", + "Point 33/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 158.489 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +7.74e+00 3.439e+03 4.680e+05 2.460e+03 1.701e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +1.69e-01 7.179e+01 4.685e+05 2.458e+03 1.063e+01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.09e-06 3.125e-03 4.684e+05 2.458e+03 1.981e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.68e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.51e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +5.38e-05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.15e-03 W m-2 (+9.79e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.13e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2457.977 K \n", + "--------------------------------- \n", + "Point 34/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 630.957 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.41e+01 3.051e+03 4.621e+05 2.452e+03 1.610e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +3.05e-01 6.034e+01 4.627e+05 2.452e+03 9.572e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +5.37e-06 2.624e-03 4.626e+05 2.452e+03 1.043e-01 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.63e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -1.03e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -4.43e-06 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.16e-03 W m-2 (+9.97e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.62e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2452.140 K \n", + "--------------------------------- \n", + "Point 35/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 2511.89 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +9.33e+00 2.589e+03 4.612e+05 2.450e+03 1.483e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +4.54e-02 2.922e+01 4.616e+05 2.451e+03 7.596e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +2.88e-06 1.362e-03 4.616e+05 2.451e+03 3.503e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.62e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +4.92e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -8.70e-07 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +7.67e-04 W m-2 (+9.99e+01 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.36e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.842 K \n", + "--------------------------------- \n", + "Point 36/36 \n", + " R_surf = 1.5 R_e \n", + " P_surf = 10000 bar \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] flux_int = 0.00 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +3.53e+00 2.544e+03 4.610e+05 2.450e+03 1.380e+02 C2-Nr-Ls \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.36e-02 2.853e+01 4.614e+05 2.450e+03 5.682e+00 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.19e-06 2.284e-03 4.614e+05 2.450e+03 5.703e-02 C2-Nr \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.61e+05 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +4.60e-04 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -4.78e-07 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.21e-03 W m-2 (+1.00e+02 %) \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.28e-03 W m-2 \n", + "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 2450.357 K \n", + "--------------------------------- \n", + "Done!\n" + ] + } + ], + "source": [ + "atm_arr = atmosphere.Atmos_t[]\n", + "\n", + "@printf(\"Running model for %d points... \\n\", ntotal)\n", + "\n", + "for i in 1:ntotal\n", + " @printf(\"Point %d/%d \\n\",i,ntotal)\n", + " @printf(\" R_surf = %g R_e \\n\",inp_rp_arr[i])\n", + " @printf(\" P_surf = %g bar \\n\",inp_ps_arr[i])\n", + "\n", + " atmos.rp = inp_rp_arr[i] * R_earth\n", + " atmos.grav_surf = calc_gravity(mass, atmos.rp)\n", + "\n", + " atmos.p_boa = inp_ps_arr[i] * 1e5 # convert to Pa\n", + " atmosphere.generate_pgrid!(atmos)\n", + "\n", + " # Run model\n", + " solver_success = nl.solve_energy!(atmos,\n", + " sol_type=3,\n", + " method=1,\n", + " dx_max=500.0,\n", + " ls_method=1,\n", + " save_frames=false, modplot=1,\n", + " modprint=1, perturb_all=false,\n", + " conv_atol=1.0e-2\n", + " )\n", + "\n", + " # Observables\n", + " atmosphere.calc_observed_rho!(atmos)\n", + "\n", + " # Store result\n", + " push!(atm_arr, deepcopy(atmos))\n", + " @printf(\"--------------------------------- \\n\")\n", + "end\n", + "println(\"Done!\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Ro3oQBIy7AgAAAAAAAIAGHTq8RFHUkSNHtmzZcv78+YqKij/9PNOmTYPw0h2C8BIAAAAAADN0UTxejsfMWPH6nmXi+lI2QghDtLawMBg3EuOn1LobIkwqk/XHk4KFY94LGr1mnki7a4OSdDVEXLgskl163XNYZxkxHJfxKJo+nlaW1GPRHneXiUsOR3Z37dukIF03IkwsnJY4DJw9x829urOH99LkSn7VPlYUlTrzyctdBzh+/UBu0fmHZ2iEEJdwcSpK+T/V1w/p8b9h42f3yFmwqKDnMPu+D+WaKvbNO2MIIXG9tfuO0uK8kNdGDpnTr/ihR6oSx1gPfqYou9psRmgaIYTjSMJ3iJyV5nS1QRIi79FdLhdLpHyzyVFTaxAJubcNMul01h07046n5E6ckDBqZA82G4JMAAAAAAAAANCBk+MdOnQoPj5+6tSpycnJfyW2dL9pFA2yWq13dbjNdlMiew6Hw+FwAlAtAAAAAADQ5rrIRobG/jB2uSck+kaGOvV1lWfrji6WG4OQtBbbJ4eqCvXrVL36PLFOLZDcmDqEYzS7RsXfeYRKL/HOPkq/XnUts3dy3SuGAWGLN6ilIaRfojyEEM3DXcq8XGLrUXeR2lmLXbgyYnX+o7VdQ5Z+pOo20NmkjjSGUXzMGnXhavyXBQeO9P7nhUlFIcqnPlIPn2vGbs763DAnyUNHXq3vsqVi147o184PLRfLFq5Wz3xJ51/tRqdAGI3jtJRvVzorzRfOVl244jZZZTJBeJgUw1BdncFkst82p7Reb92xM+1/b/5y9Fi2y9VsXj4AAAAAAAAAuI90xPASTdOvvvrqtGnTCgsL27su9x6pVOq/WVtbe1eH19TUtPBsAAAAAADg3tJZ2LVfrx3935QHR91Y1shptOuT93e6Xoz+CKlQNL3/YkFJ2fyMkEceXmuSBt8UPuEhh/jyJfa+c5TRjhAyWB0Fl50XK57YyZ0wY70lqpc3UnUjwoTjlNBhFB9NpQ6lEwbKWRzybdbULwzjhrzmGveECW8mgQKN4x6RTRe/+7LgZ8uG06Nezx8dMpe16B21IqJRIKchyMQ1u7ofL0XbjW8dGLgycyA2hPP0J/WJY21Nn/rGgRjNYlFykS3IWW66cL4qPYu02KRSQViolKbpujrjnQSZTGb7nl8z/rcMgkwAAAAAAACA+11HDC+tWLFiw4YNt721A83q1q2b/+bdTvwqLy/33+zevXsA6gQAAAAAANpPME82a9DWxBUDg2NvzGHCKI8pNSM45RxtuTGjKKusLi8zulK5bPBqIqSLy/9JCJwS1FdwdvzmyapCNE3TqKbYqi/qv9v6j4j/ygbN8M6YvzGNCcNoHtstrSwhthyl0itkGlFxXvw7ebMqxsbMf0cnj/A0qSaNMJpDuMKKyxM2Z9UfF7x+ftx2Tu+pG0xNpjEhX5BJUWbq/UtB9VH2quNDPq7tHf+M+/G3NUGd3E2e/MaBGEYTBCUXWZS2UsP5s5Xnr7hNVqlUEBoqpWm6XmWyWG6fXNpsduz5NeONN385cDDTbnfddn8AAAAAAAAAYJ4Ot/bS4cOH165d61+C4/iwYcNGjx4dGhr6zTffZGdne8s3bdpE07Rer6+rqzt37lxubq7Hc+M2tV+/fv/85z8xDEMIRUVFteUltK+ePXv6b9bV1blcrjtPcNcoHBUfHx+wmgEAAAAAgHZCYPhjg9bu3/BNyffJ2ft53kIMUa6yCqXGZBo5mOys8BZqzLZDv9vH9/9fp+Xbow9lX9ojoChfxAgJkYU4e9Fa0Akbn4jLBSaj05yF87o9SU07PyLmQuYPHKuBhdCN1ZhwnBbSVvbFS9aCCv64/rgn6JRx1OXIuGlrLui22nJPCpsMKaMxDIkwa9xvecaz0vRJsWm9Ih+aUDC9b9Xpz8X6mkaLHtEIYSyXJ/pctSNXU9AneEXCkJHxNVM3VFTux8/tlJC3DDPRGIbYhEchtLmdlboLGlIZGtI9VioTScS02eKorzcJhRyRiNfyq2qxOA4czDx56toDY3uOe6CXQAA5pQEAAAAAAAD3kQ4XXlqxYoX/TebAgQO//vrrfv36eTePHz/uCy8tWbJEKBT69qytrf3iiy8+/vhjvV6PEMrMzNy/f39ycrL/PveD+Ph4DMN8ryFFUdnZ2QMHDrzDwzMzM/03e/XqFeD6AQAAAACAdjK921MXXuwq7flOxmeE3dIwIchjMfCOnMb79TYNjEE4jhCiaPr45eKEzjM6zx80YcCWjM9Y2mq270m4hJutK7P8rHMN7s0e0IlGWEmhQS7pdy2+e7d3D7L2q68cFNCUL8KEMIzmcki2uda6U+/o1lU0tofb1mVnUFC3+bnjJuYV/oRX5HJvriaNEGKxPHKXXrz3qu5c0N6Jvc72inp41bU+50zpu4Q2E95oZ4QwntEZe7rKns291DcsrW/Y6JFV04bW5W9nX78guHVSBBrDaQ5OB7EsLqtdd76eDAoP7REjkQjFYr7ZbFepTCIR77ZBI6vVeeBgZspvuWNGx0+a1Fso4La8PwAAAAAAAAAwQ8dKjnfy5Mn09HTfZlJS0okTJ3yxpZaFh4evWrUqOzt7/Pjx3pKDBw9OmTLF6Wy6gDCTCYXCmJgY/5KzZ8/e4bF2uz0jI8O/pHfv3gGrGQAAAAAAaG9Dg8eOm/X54PW8iPgbKd1YyE5nZsoPX/YureSVW1l3/qwA77am+1vyYXMtOH4jSINjtJgwCi5kuPZcpkwOhJDe5Cy7QqhMi8pmDh/3jjOyh8s/UZ53NSYR1y4rvUb9eJLOVvHqRYVZA35BD7FfCZryhkkW2nQRIxrDKDbhDtHWJ/yUjX3v+jp98J4efftvpMYsMnEEVKOdvXEmvsHZ7ffy8O3Vv+8N/6Civ2OxdPYH+l4j7d6UBrdAYzjFYZNKkUVuLtWcOV95Icdlskgk/KBgscdDaTRmm+326e8cDvfRY9lv/G/nnl8z7mR/AAAAAAAAALjXdazw0qFDh3x/8/n8rVu3SiSSu3qGyMjIw4cPT5s2zbt5+vTp//znP4Gs4r3goYce8t9MTU29wwMvXrzoH40TiUSjR48OZM0AAAAAAEB7ixLEzBy6OW5FzMDpVl8hjtyemhLFwQt4ucFXaLQ7dv5WwnX+xzVn9Iy1ZkXEjSAQhhCf45CrSuitp91XaxBN0zSdf11vvjYwX7FI8YZs8osmvtjTaDUmNtsjo/W8ExfcOy9xa91YScjZrLH7w0b32kCMf8rEETSdZkRjOMVjOzqXlHXbdE29TfBJzrDUgd0e2OQYPsfMYjfe2fs/sdrW42iJYqvq8MEuH9f1w5cIF2zUthxkwjAaxykuxx0kMstsZeozFysv5HhMNrGYp1CIPB5Kp7M4HC0s6dTA6SS9QaYdOy9aLPfXKDcAAAAAAADA/aZjJcc7ffq07+/58+fHxcX9iSdhs9nJyckJCQllZWUIoc8//3zJkiUDBgwIVCU7vpkzZ37yySe+zYMHD+p0OoVCcdsDf/zxR//NKVOm8Hi3yTgPAAAAAADuORJCOa/H+7uWvD854WTqpwK7GUcIYYiirCrBsXN03wTLwCiMhSGEKJree+l6706j5Il9ktZ/bd5nvrBL5F2NCUOIYHlktM52+pKtqDN7Ui9czNWYbLo0PCF+UW3f06M2Xqrd7sw5KaDpm1dj4jp42jLzNo2rd1diSJTBGnekU1jUkKxJwwtVe+n0AyL6prlJNIYhDPNIuRbh5QLDZUn2uKhrI8NGTiydOqGmai9+5ZjQb/+GXHkIIWmtRbK3SH9J8svw2NTe4WOW1jw6V5v5C//a2Vumy8MwGmMhHu7iEm6HBh2IqQAAIABJREFU1V53ph4LCQ/tGSMW8ymKtlqddrtLIOBwuY3jWo04nO4TJ6+lns4f0L/TnNnDpVL+n32jAAAA3NtOnjx5J70xAAAAOgiLxdLeVbjHdKzwkv/CPwsWLGh5Z4/Hc6uHBALB22+//eijjyKEKIr66KOPfvjhh0BVsuMbM2aMTCYzGBpGnjocjh9//PHFF19s+Sij0ZicnOxfMnPmzNaqIgAAAAAAaFc8luCRmDcOciPHRydnfoiq8rkIIQzRLGSmrl5Rqk2akXG4tGGkUU5VfYWWN3v0MtXszXMHFKV8LNHVNNxH4Bgt5Ng4qhLjj3psRDy7TziFUPY1fbBsSGlCAr740MzxVWc3C9QV3pAMjRDCMJpFeKS4yZmXay6qxcf0pOmQYvVwddeoHnOyZ4+vubqFV5TReEEmDKMJljuI1otTrLrz8pSH4q8mhY9dUDZviipnJ/fmoFFDkAlDSFFtku006dOkO0d3TYsPGf2P2oVz1Zd/Ed46yERjGMJYiI+5eGzSbrLXnqpjhYYFx8eIxXyapq1Wp91BCvhsDuc2d1JOJ3nufOnVrNoRw+MmTUqUSQV3/y4BAAC4JxFEw3eE2+32LhAOAADg3uL7JAct60DJ8SwWi39mtqSkpJb3b3lRpVmzZonFYu/f+/btI8mm+dwZi81mP/744/4la9euValULR+1bNkyq/VGghSFQgHhJQAAAAAABmNhrOmRi8O6vxy3Qjx8rvmP1HE0jhzu6uvyfRl4sc63s8nu+OFYGU/3j5Ju08a+6xo4xeJLNYdhiE24lSwN+/cr9t1ZtNmJEFIbrJfP4YTpybOdhvZ+B5/0dwOHT91IlIdoHKd5HKfSU08cSbfvycLrSWtuTO71SfvYA+Qv8eau1gdHNf4Bj2E0hlNctjPMqeqafM39nnvPiYRvyd7sfwjmr9d26dPo7qBhQSYcIWW5sfuPpabvPT+fjvuJ6i79J3vhB6oW0+XRGE7jLErAcYdKTAJjae2pC9XpeaTFIRLxZFKey0WazA6X6/a3GE4neeLktWXLd+3YmWYw2m67PwAAAAYYMmRI375927sWAAAA/qTevXsPGzasvWtxb+hAUTid7sbtK4/HCwoKaroPm30jE4XD4Wjh2bhc7vDhw48ePYoQMhgMubm599VX+8svv/zll1/6InAajea55577+eefcbz5gGJKSsqnn37qX/LSSy+JRKJWrygAAAAAAGg/GMKGKidL2Yrzj3w+o0fRsU0Sb6I8HCNpR7XwpIPS9LAMivQmyqNp+khmWVxov9Ck7uxF2+YNrT36idSoJpB3hSWcEvMsnPoS4w96YlR3dt8IiqbPZaojFaPUifHW0SlzBlZd+oZTmO7NFEd75wnhBCXBLfya/2fvvgPjqu58gZ9z+1TNqPdeLLn33m0w2JiawAJJCCmbtpvNpvD2vexCIEtCsilbEhZISICEQKgBA8bGvRfJstV7m5E0vd5ezvtjhCx3Ay6a4Xz+8Wh878wZ6czMPed7f+d2R5/3ormVYGGxxz/vWFVZV8HJRT8ZJA7E9/zZzkcmHsEiCBGAyMqIpoA7+r+h4am5r9wxfUr58PKHRhf2BPY+Zx/tmbh4HUpkWgQwsrsCGT3hkSrny+urKmuCi77mv/9W7+FXbF1Hz1oO+vRSfpBABIAWVjEzqhAR3Ls8TF5Odm2p1WpGCAiiomsKSRGXrGRSVX3nrta9+9pnziheu2ZqeXnWJ/u7YRiGYZOaxWI5ceJEOBzu6ekhCKKsrOx6t+jKMwwjEAhYrVaTKQXXgBVFMR6PZ2RkXGgaLaklKuqcTuf1bsiVl9rdMhQKuVyumpoahmGud1uuvEgkomlaRkbG9W7ImLS0tJR8+18NkyhemliNZLfbz7vNxMDD5/MVFRVd5AELCgrGb3d0dEyeeCkQCEQikfP+11lrdAwPD/f29p67GcMwhYWFF3mK0tLS7373u48//vj4Pa+88oqu6y+88ILZfPa6HK+99tr9999vGKcXrS8pKfnud797yReCYRiGYRiGpYBa+3wb7XgX/Oa2XzTs/5VpqC2xUJ4BUACeaszwx/xLywjHWAbT5QmOfsDes/q7rdV/vvXXp1r+RDVstSaOYQmIOEqmkS+ySxS7/dwNNdDGuoPRkb3c8lmf22XZUfHPHTNbgtuftke8iWEIggBBAtC0km4Ehfomvn2EXjslgrJ424qdlZ35C3tuWzDct4U88qZNn1ApBAEChEEi5DTFzF1S+FFry/I8960ZNXkjCx/zLj4Z3f2CIzRMfrj56bXyKEPPbfdrnaH+GRlDGyoqS0OL/sm72OU79OrEkOmMA3IIECQQQtDCKGZajYekoZ1eNi87u7bMYjUhBARBFkWFpimz+RJDfU0z6hv66xv6S4ozVq+umz+vjCTxqBXDMCw1QQidTqfdbidJMlXn8TVNs9ls584ypQCWZRN/uJScX07MPeJumXQQQtFo1Ol0pmS8BCHUNC0lu2XKm0Tx0vhaduDClUkTt3G5XHPmzLnIA1oslvHbfr//Ezfwivnxj3/861//+nK2TFw+6lx1dXUtLS0X3/ff/u3ftm7d2tDQMH7P66+/vm/fvq997WtLly4tKSkJhUIdHR2///3v9+/fP3FHiqJeeOGFlMz5MQzDMAzDsPMqNFXdVfJ/3iT/d/aPjlb8Lbr3LzbDgBAYBBDU4Xbn27H4kiq9Ymy8F5Pk323tv2HmZztyC9Mf2H/PIv+7/+MYK2OCgIK60xwVR5Xoc2F6eWWijGnPiWBRxnJ+ZtWh6v0bfj00+g7a/7JN1xJ1QoiAAJGGBQqs5I68HhUrC7m1Vb7YVLU435fbXHXryP1rfMdeNLfun3iAiiBECEIGKjlk2HZYDB2xH7utxLXaUVPjW/sLj7jf2PMXWzx4TsgEAY30vEaf2kq1L8gYWm8tyw8v+k5g0ZDv8KvnVjKNgRBBEiEEbZxkYeVYUBra4WPzsrLrxkImUVQCwThDU1Yre+E198YMDAb++Ny+N948vnxZzepVtRYLe/HtMQzDMAzDMAzDJqFJFC85HA4IYSJCj8VihmGce45ATk7O+O3W1tbNmzdf5AF9Pt/47YuvpJeSWJZ94403VqxYMTAwMH6nz+d77LHHLrIXhPDJJ59cvnz51W8ghmEYhmEYNomkM7l3F//zlpFn4W2H7ihzvfOfDjFGQmAAoCBp0LJLMrxlsQUFkCQAAAih9xtdFTkz5s8vaK3eds9/dh9/wVT/3thKAwREJlpiDG9opyR0+0031EAbOxSIu3fZVsy984BlT+7Gvi+u8Ox80trbyCYWo0uUMVFQTyciYr8Uf9ZPLS4Po6LI8FI4tb/f3DX3G96ZNwZ2PJvm7Ts9hIGJkAkgMy1xSIm+KgS3OvbeVz403141L3THEo97G3HgVbvEj+c94yETYlQ1f79HqWeaV2a4V9lKMmKL/9m/dNB74FX7xUMmiGCaSbRxciwkDu70mwqys2pKzFaT2czwvOz3xxmGtFrP/wgTRSLilncat21vXrigfM2aurxcxyf462EYhmEYhmEYhl1rk6jGk+O48QXfEELDw8PnbjNt2rTx2wcOHLj4Ax47dmz8tsPxaRytFRcX79mzZ9asWZe5vclkev7557/85S9f1VZhGIZhGIZhk5OFst9e8HWbdd3QzCn3/jpcXCeBxEp0QAdolGhpy3ivG4XF8e17POG/beOKyfv2UYsKHqTu/ZHfnqkn/ouAiCK1TEvYOjwg/PGoenIYAGAgtPs4z7et1OGad7jqGf/PuO07IYtDT1weCQBEQIMgDTMjZRBesLeZf+G4NsS7T1aEupcf42v2Fhav/6lw63dCFocxsdkQIkgYBKE5uHi+PGr/7ejAo7Z9TWV/jlSOrEn//FOBJXfFqDMWEUGJnAlCxEpy/nsj8LHoqbedr7lK3k8vnvU95YGf+aoWXPDsNAgRQSKS1NNMYp49RPgGBnYcG6lv1+KSxcJmZtoYmvIHYsEgr6r6JX/niqLt29/5o0ff/Pkv3q1v6D9rrWwMwzAMwzAMw7BJaxLFSwCA2tra8duNjY3nbjBjxozx29u3b/d6vRd6qP379/f09Iz/OLHs6VOlpKTk0KFDjzzyyMR1Bc/rxhtvbGhouP/++69NwzAMwzAMw7BJiCHYTXkPVjg21NvnrHlUWXVflCAQBAgCA6CwMtKevqWN7gmOby8q6p+2B1nPBi+1sqO66PP/HZh7UzzxXxAAAhpWVsigfNoHreLrp1BcBgD0e/l9u7Ny5A31cl3P3JzPPxlYuDkGicQeAAJEEIii9HRzNC0yJL94VNreEXGxruPzo6E5b8cremZlfv63/hX3xkh6YsNRImSiKTXbEs51j8CHQ52/yTzkKnxBqNRutX7pf71zNvCQPGOXsZCJQCZBzv3bqPqY0LTX+epIyfb0wlnfUx74mbds1oVCJgQhIkiDonSnWchLC0Pv4MCOo57j7TovmcxMTrbdbGLCYcHrjYqicjm/+Z4e7zO/2/3wI2+8v61JEC5rFwzDMAzDMAzDsOtoEi2OBwCYN2/etm3bErfr6+s3bdp01gZVVVWVlZXd3d0AAFmWf/jDHz799NPnPo4oiv/4j/84/iOEcMGCBVet1R/Z17/+9Y0bN36SR5h4WalL4jju4Ycf/s53vvPyyy+/9957J0+e7O/vNwwDAOB0Ouvq6latWnX33XdPnz79kzQJwzAMwzAMSw0EJNdkfyaDyd3n5/Jv67q3zvvGz518mITAIICoif3m3bLqzheWFAJqLK7ZfSpQ7pk5f0HuTuHo3K90TFnke/u/06N+EgAAIWIoJcsajA4p/B+i7Ipyema+bhh7joHi7BW2KW2vq2lz73d/aY333d84h7sSRUYIQgAhMLMyS6mRZpnv8rErK116AWfLYOo6/6LbZ270/f06z74X7M27zRMqfhCECEBoZkQTJceOS7GjlsjdudG1XIfFvvALvq/fMXr4dVvjNotxuvzpw+XyCGSOiKY/SrH3zU13pnvquMJ0YeUPvSt7ortfTOs/ef7LIyWWy6MJlGHl7boU8Un9bp+tMCtjSilnolmOVBUjEhEjEdFu58zmS19jyeuLvvFm/fvbmpYuqV61ckpGhvXj/hkxDMMwDMMwDMOurskVL61cufLxxx9P3H777bcffvjhc7e55557fvzjHyduP/PMMyaT6fHHH58Yt3R2dn7xi188ceLE+D2zZ8/Oysq6mg3/aKqrq6urq6/xk9rt9q985Stf+cpXEj/yPG82my952WEMwzAMwzDs02mmY7mFStvjey1e3f2FX3Vv+Q/HYAsLAYJAQYaL7pIzY4p/aSFwmBLb93qiw1utt6xcf0K3pdd0f/l/3HuesyWuxgQBIAnDYYpxqhz6QNYGQ+zaasJMD3jkwdHStUtKWqnjnZm+TU8MDe+A2/+QJgtEorQIQkBRhtMcl1U59K6gNmUa62p64jNyS/KaCzo6YPqSrw/P3+jZ9nuHq23i4ncokfrYubhZl8IvyZ63raGv2mKzmQYmY+kXffM2efa/ZG/db5q4CwAgETJZPTz6HyFYZgneleGuMJVlCTc87FG6IhcPmQAENNQyrbxdk8IeacDlsxRlO6uKTDazyczKihaLSuGIaLWwVitHEJc4CBcEZfsHzTt2tkybWrhmdd2UKXkf+++IYRiGYRiGYRh2lUyueGnJkiUsy8qyDABoaGjo7+8vLS09a5uvfvWrv/rVr3ieT/z4X//1X88+++zq1atLSko0TWtubj506JCun7HK+be//e1r0vxk8pHqnzAMwzAMw7BPoUrrjAJT+U7vK0eB5ZZHm1tel/f+xWYYEAIdGB55RHRuEfglxUq5M7G9pOqvfKAvrVtvrqrcHj+y9O87piwU3/rv9FhgrIzJxMg0FQz3aMJQmFtbTVZnqrrxwSGqpnhVeZ3rb7x12orhry3w7HwurWmnGQCQCJkIAnGskkuFIqNS/I8Rdk7hyPJyamR+2VT3bsKUkx2+5ccu71Higz84It6Ji98hCBFNqZmWsKSK4V9YXVVpka/Yo4V0nlla9U+jCzbHdz5nH2yZmBidDpnsA3H0cz4wwxa/09EvmUuzhQ0Pj0pdkV1/Ths4dd6QCUEIAEQsjbKpuKxJ4VFpaNBrL83JqClhTSybadV1FI+LI6Nhs4mx200keYmFyg0DnWoaOtU0VFiYvnJFzaKFlTRNXnwXDMMwDMMwDMOwa4Z85JFHrncbTmMYpr6+vr29PfEjx3Hr1q07a5u0tDSE0M6dO8fvURSls7Pz6NGjx48fHxwcPOtyuIsWLfrVr35FEJPrKlNYcmlvb3/55ZcBALW1tXfffff1bs5HZhiGKIosy9I0femtk42qqoqiWCyWlKzGE0URAGAymS65ZdIxDMPr9dpstpRMu1O7W0qSZBiG2Wy+3g25KnieZxiGYZhLb5psNE2TZdlsNqfkQVEkEtE0LTMz83o35KrgeZ6m6evVLWmCqbbNdrAlB+ORsrrRGdMivSc4RUpcKEnWtDg3qFFxXc63QXLsE2/IJ0Z92RtqVx0SJCo7uvEmj8zDke6x9hMQmRiJ1NV4S9gIiLDQTrJ0MKoP9FuX5s/30sZJHSxbHpw1K+bqZIToWJoCAYAE4miNI2R+kJdb/USaPSwX6OF8Nt3cqFHmAuOWTV6z2XB3srp2xmcvhIgmdQstoYAW2wqiw5nBImsPwfFp7A03B6ZME0b7aT58bmwDIQSsVyZ2S6EQF8wxt+k2NZ25cUOgbg4f8lAR7wVO1IMAQkQRhoVROVqJB8Rg96guKVyalWQojqNtVs4wUCjES5JKUeQlQyYAQDQqNjW5DhzoivNyXq6D467/ER3P8xRFseyll/tLOqqqBgIBp9OZkq9OURRVVa3W1Fx0URAEgiA4jrveDbnyEgM6juMoanKdInxFpHa3DAQCBEGkp6df74ZceQghQRDwPEMySuF5htTulqIoRiKRrKwskkzB843wPMMV9MQTT0iSBAB46KGHrsE7fXLFSwmvvfZa4kZTU9M3vvGNc48OlyxZ0tra2tbWdsmHys/Pf++991Lyixy7lnC8NJnhw74kheOl5IUP+5IUjpeS1/WNlxLSmZxq27xW2YileTesH/H20aFRCgBAAE1HUToEzG5RzDID89iRRlSUj3dF1hat59KLjvK+lUs8ZdXSQDOriIlcCjCkZmIkyaPKzT7SYSYzLQZC7UOCSahZWjVnZySmZei3bho1mfTBFg4ZY5+lEAKKRFZWhpIcORk0PHEjK8Pvz7aikpiVbtaYiqnCuhsDqkR4epkzTzkDECKOUsy0rA8q/FYQEfN8OZZOnSOzyI23+ApKpZFuRuLPfXdACAHnkoldsidkG82wtQO7kU7deFOgaqroH2YShVnnAQGEgKYMK6swpBoNiOHuUU2UTQ4bQVMMQ1mtHEkSsZgUi8kkCS+nLElWtJ4e7+49bW53yOkwO53X8wsUx0tJKrXn8XG8lKRSu1vieClJpfaALoXnGVK7W+J4KXmldrw06eYX7rzzzp4PnThx4ry/d4qi/vKXv3zzm9+8+PzIokWLjh49WlJSctUai2EYhmEYhmGfCjbaeVvB1+qyf3DMNOOOh8Or7osSBAIAEEA39CHNN+h8r5vtDY1vr2j673Y1dpzKu7308X3qTfpM0zd+MzJjjTC+AU3o2baAHYWkt5rFt1uQqAIAOkf9f3o3uJj4qsV8959j07NvIb755GjlPClRvwQAAABBaNjNUr4jCHpdkWcOyQf7hgbI7kPTTPym3fGZ7xIVc78qP/gLT/FU5ezXABFFaunmSCYXIt8bif9A7nmn8oPhymd81f4Zjq886dv4zZDFYZy5D0qsmEcAI+uQn3vU3/NH086uvKeGKztKMu75mf/+x3wF1ec80YR9IYHMnFLgiGRYI7zL1bftyEhjhyEqAACWpTMzbekZFlnWPN5ILCadtQzDeWmaUd/Q/7P/ePcnP3378JEew7j0LhiGYRiGYRiGYVfDpKteIknSOcGF0maSJG+++eZNmzbpuu52u8cvxQQAMJlMa9as+elPf/qLX/zCbrdfq4ZjqQxXL01m+KyiJIWrl5IXPqsoSeHqpeQ1GaqXEiCA2VxhuX353nisuq5r6vRY74nxgiRR0XjTkEHzmpxnhR8u+DYQCDf1R26r3GxYp9XzfetWDueXyANNrCqPlTFxlMoxsjiqys1ewmEiMiyaYTQOeORQ+o0VG/fzupfhN9zgLakUh9pYWTh9qiZJIBur0FCNdsaVdh+ZafFKrOwtoq2FjTpADnDTTZ7iSnm4k5XixFkvgyJ1CyMSmqackLSjtNda2m829xpcUZW8abOfs+juLkZXz/0AhwRCdjdP7JMGRp19DmcXtFrzwM2bfGVTJb+LjgUveCYphIihDBsnUYQe80vB3hFRkizONIIiSYLgONpiYhVVD0dEXdMZhrqcr49IRGw8Obj/QKcsawUFToa5pjUNuHopSaV2mQiuXkpSqd0tcfVSkkrtAV0KzzOkdrfE1UvJK7Wrl5L70GTu3Lm/+93vDMPweDw+ny8ej2dnZxcXF0+G4TeGYRiGYRiGpR47nX5Pyf895JsnTfnV3/+X941fpvc0cAAAGgiq1kt2yukBIbisCGaMDQ6Hw9HH3tq1rLrk9oX/+c7wMzMWbvv6NM87TzraDoxtwBBaji0QliT+zWZqSja3rhqa6F5f8H/eCc4rW1xQu/R5/xtLZjR9/SnP4dds+/5q01WYqCgCEFlYmWPUEC9HX2xgpuWitVU9TWazeUVHtbdbOrlkxsDXnvQ0vGPe/Zc0mZ84PYQgRFZWMNFSJCwLv+GF6vSG22f2VoxMTR9ZvnH0H24YPfSG7cjfbLo68aUn6oQgg7Ti+hHxJNM8N3dgfVp9gXNJpe/zv/C7TtI7n08b7rrQSARBCKwm2cLJUZEL92u9g15TWU5OVRnN0pCANhtntXKSqASCcQJCu910OSvmRSLilncat77fNHdO6YYbp+flOT7SXxPDMAzDMAzDMOxjm3TVSx8DhNBms+Xk5BQVFaWnp6dkhItdX7h6aTLDZxUlKVy9lLzwWUVJClcvJa/JU700DkJYZKm0W9Ye4dvWr+njOL3vFAsQJICBUESMy/Y+BXG0nnn6g2IwEN7X5lqSu4ZwLmtXOjasdecUK/2nOFWGAAAIgIlSaVoWParS7CUcZiLDDAAYDsdaumPT7UtHmfI2JbRsrnfmorhngIr66A/XygMERGZG5RiFd0nCiVFIEkaWPeIxRyNlPUTGMIVmTg2vujmkqXC4iwFnriRHQGSiZZaSVZ8GDsY0f1a3raRVt/IcXDQvvHh9RJWJ0d6z90qgDSPdHUGHlQ5fdjuX2UNYnPnaxo3+kqnypSqZAEfraSaJITXRK/h7RuKabHJYKZKCENA0aTGzNEXEeVkQFIKAFHXp0Y1hILc7tGdve1v7sM3KZWfbr/YXEK5eSlKpXSaCq5eSVGp3S1y9lKRSe0CXwvMMqd0tcfVS8krt6qVUiJcw7GrD8dJkhg/7khSOl5IXPuxLUjheSl6TMF5KsFC2uoxNR6LylNoT1dOFnhOsIhIQABpKvBqjhxSrBMVcy/hCeapuNA6O+H1wfeXn98b0mvL2ReujYQ/pHxo7PqEJw8xKhq4IzWEjIFAl6ZAiEAADvnB4lC5zrtkl2Szp3ptv9mbmaUOtTGKFvfF97SaZhkq8Iyp1+qk8O2RY2Zfmi5Y2GOmiSVu5yD97eTzkoYPDZ0/OUoRhYSSWlPRBHh7kVaWwmS06oaYhm75yaXDOCl6IkP6h8//+GV3PdIWJ40q7J7uZyeyjzPmF8o0bAyV1sm+IiV80ZGIow8bJZkpR/byv2xPRJNphY0gKAECShMnEsBwliWqcl5GBLnPtu1CIP3a879ixPgRQfr6Toq7W+x3HS0kqtefxcbyUpFK7W+J4KUml9oAuhecZUrtb4ngpeeF4CcM+7XC8NJnhw74kheOl5IUP+5IUjpeS16SNlwAAEMCqtIUeY45m2bdsfcA7QAVHaAAAA3UAIoInluuDdJFDok9/GIYFaV/HYAEzE6Sv9xrN69eOZBWrfSdZTSEAAAQAJlIzsaLiF6WTftJpJtLNAABV1/tHwmQ027AuPiJqc6YMr7wppClwpItBCH7YGMCQut0kEZIYPe5T4gpbnA5USvY7e4XiRt2RnhW/Yb23pE4Z6WGEyNlvBIowzIzMAtHojFANikyX1IOCE7LDlimvX+2vniOFPFTEc/6JXUbTMl1hsklp9eXWw5x+wpJfJG/Y6M+vVAJuOh66WMhEkcjCKlZaNgLxQJcnqImkw8yRFACQgJBlaRPHaJrB85KqGgxDXs43Cy/ILa3u3XvaolExN9dhNl/5zoPjpSSV2vP4OF5KUqndLXG8lKRSe0CXwvMMqd0tcbyUvHC8hGGfdjhemszwYV+SwvFS8sKHfUkKx0vJazLHSwnZpvxsx2d7pZNLV3ebrHrfKQ4ZkACAgWIs4kMdsRmlRX4LaaDTa8wNBMK9Q2J5+h19Ol1X0b5gfSw0So2XMZEQWWiZBgLfEtT8UqKMCQAgKtrosMQoNT3krDjtW7NkpGa+ONrLxILU+Fp5EAKW0uychEYj0eOjBsewuWkkz0T96Sf4oh5omVrqX31zwJ5hDHcyiaX5JhoLmVTeOBnieoios+ywmNus2IsKYjfc5C+pU7yDF4yLGEXLGgxRHUqLP+c4yBuhTFXl/NqNgbwK9ZIhE0kgE6PaGAkG4qFunx8pwGkxQQoCkFgxj+MYAEE8LkuSQtMUQVz6+0XTjL5+/+49bQMDAZvNlJlpu+Qulw/HS0kqtefxcbyUpFK7W+J4KUml9oAuhecZUrtb4ngpeeF4CcM+7XC8NJnhw74kheOl5IUP+5IUjpeS1+SPlwAAJKSKHLeEDVt++aGyaWKHNO6/AAAgAElEQVTPCU4RCQAABQ2oh13Ng3PSCzJq8j28ML6LouktLm8sVFBS8HcS27x4lTt7QhkTAIAmDCsjwnBYOBWADkuijAkAEOeV4AhAxuIOqig/u2/NBr/ZZgy1s7pKTAiZkInWbKSgdfki3WEqN401m5i42ePJOcpXhBi0eLp38Y0RBOFIF2sY57wcQjczEhOPEId93LA5mla1O1bQplgrS8MbNgWyitXRPlaKnf+txIpqdn+I6lJaPNl7tCIvzVaWx9dtDOZVqAHXJUImggAmWrUzIhWIxro9o4asZ5g4SBMAAgAokuA4mqYpQVBkWSUIgiQv/XZGCHi80cNHek6eGoQQ5Oc5L2evS8LxUpJK7Xl8HC8lqdTuljheSlKpPaBL4XmG1O6WOF5KXqkdLyXToUlPT8/Ro0cHBwdDoVA4HEYI2Ww2h8ORlZU1f/786dOnp+RnB4ZhGIZhGIYlhRLnvZp9bRT+y9f++9Sbv0zvOs4BACAAFiLasm2LtbX8i9+7963BoUD8dMg0EIj8z1Zh3bQfsBUnixY//42po1t+4+w4PDawhABYKcWMRiLvReSyMmZdDeTGDvh7BkOkKxtO+ZfuzPcWbzpYt3z0gz86Tu00f5gwIQAQSaB0q2AXBsJ/8Ufqym2rq02AAe7MA6OrThXPuql078ovDM5Zz+98Ia11vxkAdOarQQypOE2q2sfHn3Sb5lS6ls35d0/p/ILOz8zv+PqikZMfWPf8xXa+qyshAIDdF7f74lI9e6gme+/iwhV1w5tm9X9pvqf7GLf7Rbun90JjSwQgICCymyWbIUuuWGTA3VVaYK0pyAZm1iAAACRJ2GwcAIjnFVFSaIo0mS5rpDo0FPzzi4feevvEksVVq1dNcThS8PQODMMwDMMwDMOupSSIlw4ePPj000+/8847fr//IpuZTKZly5Y9+OCDt99+e0qeaIZhGIZhGIZhkxxF5swofNZlfe3Wf/t189vi9j84dA0CACioS+6ul77/sw1f+yy9YPrr9S2aPlY0ZCC0vbn7WG/GvUt+T6b9+fb/927PAWHLb5xibCy5ISBycrzmbuX/OqKtnEeVOBP364bR2Oq1souCtesyHG+u/6cTs9bG3/tfp2+IBgB+GBchitAzLTG1t0lw9ccWzrJNzTPpjNaX/crQrXvKR9YUHrnlB0NzbuS3Pevw9tFnhUwQIoZSnCignoiau9Isi2Z21i79P66qlSWtG1d3f3PV6NG3bIdet0n8uac2IwAAx8tVDUNKK3WsMmf/qiVr61wbZg9+eb63da9538s2v+si58YhSCATq3JGxOHi40Ou3tICpjQvl7JajMSvBVosLABIEjVBUBAAZhN9OWdYx2LS+9uadu5qnTOndNmS6srK7JQ8LxvDMAzDMAzDsGtgUi+Ot3///s2bNz/++OMnT54UBOHiG2ua1tvb+9prrz311FMWi2Xu3Ll4pIRdKXhxvMkMF60nKbw4XvLCRetJCi+Ol7ySYnG8s9i5Orv9M3JhW+20rr5GThbGeh1paD1HmsRw/9cfuHc0xvtjvGEYBEFACCVVO9Y7HI/XVZd8TsppW7lmMOCigsOnT4YjIOJ0keoaICRBy85OXI0JAKDoxvCoFA9Pi1hXKFnDN28aokk03MEYOhxfKw8AQBKIRTLX5wKjXt7qpO0cZZByIK3RVX1MLcsoDW/aPOrM0NxdjCqd/R6BEJCEQasC3ePi+gKMmjeEat/xF49Q1Jy5wfWbggCCkW7W0M//2yA15PTGHPXhjk7HO0r1AG2trI3deEswp0TxDdBC9ELLm0AAEISIIg0TIdvDQdg14g/H/GaCtHKskbj4EqRokqZJAgJRVCRJhQS8nLXvDAO53aFDh7uPHe/jeTkry3aZJVDj8OJ4SSq1VyHDi+MlqdTulnhxvCSV2gO6FJ5nSO1uiRfHS16pvTjeJI2XJEn69re//a1vfWt0dPSj7isIwrvvvrtjx46VK1em5Fc4du2Nx0t5eXnTpk0bmSAej2dkZFzvBl4CjpeSVwof9uF4KXnhw74kheOl5JWM8RIAgIRsvv0mlF1VsGgvP6SOB0UQovhgqGHbtmXzKpfOm9M+4lMNNP5p6Yvx+zt8maabM0oX5i86XFUW7jvJacqElAgalD8IW3qRpKOcDPBhlBKXlIEhRRMX+W2zzbUD69aNREcS6dTpkAkCQBEGHeOZ9n4w7Imb0miHiTJINWhvGq5uhMV5dYFNt46yNHK1s8g4+wM8ETKRIk/3uJhWDxPL8FK12/zFfRQze0Fo3YagKsPRPubsNfY+RCBkD/DpjUF3i2lbvKKVyyit5jfcGswtkb39jHiBKzmdfmoScbRql2LUgC86GvAQuuEwmRCVaCVBEAxDMTQliqrAy7pu0DR5Od9BPC93do3u3NXW3eOhaSo3J+0yv7lwvJSkUnseH8dLSSq1uyWOl5JUag/oUnieIbW7JY6XktfVm2fQdf3UqVNut3viZPUf//hHWZbBtYqXIEIXGABdP4Ig3Hbbbdu3b/+Ej5OTk7N9+/bp06dfkVZhn2bPPvvsl770pQv97yOPPPLd7373Wrbno9I0LRQKWSyWlPyYFgSB5/mMjIyUnDANhUIAAKfTeb0bcuVpmtbW1paXl5eS08Gp3S0T8/iTP1n/eHw+n8lkSskJDkmSYrGY0+lMyZmpoaEhURSrq6uvd0OuCr/fz3Fc8nZLBUmNwd+4Xtu7/09mQz89R4MATKtyrvvivX2UaXfnoHHmqCTdYrpz7hQy7X3W/+b+33K9DWfPFxsIyiaLNHM6qCsAEz5sIYQzi7NtJd2F3Nvs8ejOZ9NigfER+PhTQISArNFCfpY4a6qpyJGYPFJZNbtyaGluQy3vOficpe2A+QJjJYgQ0HRKMdmkaVOU2dkxZ6iyoGdjXldROLr/z/YL7wgSWRdCMJxp8y/KzFkiry8eXGjxD+yj9r6cFhq+5GQBRAggAwoKEyfN0eICR2leFmkmzwzDBFGRJJWA0GJhafojTEA4HOYF88sWLChNd17i5A+/388wjN1uv/wHTxaCIPT09JSWltpstuvdlisvHo+LopiVlXW9G3JVBAIBiqLS0tKud0OuvMSAzmazpWR4ltrdsquri6KosrKy692QK88wjEAggOcZklEKzzOkdrcMhUIul6umpibpTju7HHie4eO54447LpKhBIPBa/BOn3Txkq7r69at271797n/VVRUNHfu3OnTp2dmZtpsNpqmY7FYMBjs6Og4efJkc3OzYRhn7ZKVlXXo0KGKiopr0XQsdT366KMPP/zwhf53zZo1L7744rVsz0eF46XklcKHfZqmdXR05OTk4Hgp6aT8YZ/ZbE7JorqUj5ckSaqqqrreDbkq/H6/yWRK9m7pUk70tP7v0V8oYc8ZPVBHVPHyqjWfu/fNrv4+f/isvWYUZN88M9cNngEHW3Y8ZVPEsz9UdYOQTPb4tDpiWt7E04sZilxQlQ2z60vJ3eG3lCNvWD9MtiaOfSBCUFToeE6WNLvaXDJ2arlhUXMrBpfkNhYP+/f+3uZqu9AAfixkEqFZqq1QFxYIWZHigr4Neb2l/vCRv1pb91/8VEGIEIw5zZ5ZmY7lYFX50EKrL3Lc2PWCY+KSgBeCEEQGlDUqrnLh7Gy2PCfbms6eGTKpqs7ziq4bJhNtNn+EaQiCgOXlmbNnFU2flk9R5/8i8/v9LMumZAAjimJvb29JSUnyZroXwfO8IAipOo+P46Ukldrdsqenh6KokpKS692QKy+15/FTe0CXwvMMqd0tw+Gw2+2uqqrC8VLSuUrzDAih8vLyRD3ieY2Ojubk5FzZJz3XpIuX/uM//uP73//+xHsoinrwwQe/+MUvLlq06CI7Dg4Ovvjii7/85S99Pt/E+1evXr1jx46UrGbFrpnXXnvtrrvuAgA4HI6z0kqr1frEE0/Mnz//OjXtsmiaFggEbDZbSn6/CoIQi8WysrJS8rAvGAwCAFJyLQVN01paWvLz81NyJJna3TIcDqfwKmQej8disaTklKIkSZFIJCMjIyXjpYGBAVEUp0yZcr0bclV4vV6z2ZwC3VLQ4rt7ftPy1N7u3fTEIQgCEHCmGx68I3PJnD8dbozLysS9GIq8dXZtZUWsq+tXvc9Ee+rPnlpFAKg6JadnKvNnUGVnfGNaWWb57OwQuz139GjX7+GZQREaf3ZkQFFh4jlZ6rwp1rKMxMCBsCtZZf2znCcyT4b2P2f9MBU7d+gEEYK6TkrQIk8p1xcW8dmxrPze9bm9hUPhI3+yDLZcfIE1iBAULdzwtExmNbW0cnip3aM2aLteSLvckAlBTSNjMhu1OomK/OyCHJtxxmowhoHicYkXFJYhbTaOpj/CJ4DZxMyZU7pyZU1B/tkzUF6vl+O4VK1e6urqKisrS8lXF4/HeZ6/BhMN14Xf76coyuFwXO+GXHmJAV1aWlpKxkup3S07OztJkkzJk54Nw/D5fHieIRml8DxDanfLYDA4NDRUW1ubkvESnmf4eF544YXf/va3un7GNWAbGxsT93waq5fcbnd1dbUgCOP3zJ49+7nnnrv8Be7C4fD3v//93/3udxPvfP755z/3uc9dyYZinzJvvPHGHXfcAQC4/fbbX3/99evdnI8Mx0vJK4UP+zRNa25uzs/Pz87Ovt5tufJSu1viw74kheOl5JUy8VJCd6xx78FfDvzB6z6zKshAhLUg5/avf6HZBPZ1Dpw1SMlNsz2wYmaQ2u1peKnnL/rQOZkNAlBSGTkz11hSSxaeMblc4LQvmG1xK2+kn2rveZX0DtBn7Jf4B0GEoCCz0dxsdW6VvSyTICAAgHZKztLemaZmeke0cYuJD5MT95oAGgY0DFIwzHJVKVpczOfzztz+VTl92S3Rxpc57wBzvr1O744QVBl6pC6TWM9Mr/AvtHnoY8qBV2yXsVzeWOMNA8ZlNgqtWnleemlBJmWa+IQIAVFUYjEJQmC1ciYT85HOvispzli2rHrB/AqWHfsASe14qbOzs7y8PCVfXWrP4+N4KUmldrfE8VKSSu0BXQrPM6R2twwGg4ODg3V1dTheSjrXeJ4hPT09UaR4beIl8pFHHrnaz3H5nn766XfffXf8x9WrV7///vtFRUWX/wgcx23evJmiqF27do3fGQqFHnjggSvYTuzTpr29/eWXXwYA1NbW3n333de7OR9Z4kqwqXptQ3zJzSRlGIbX67XZbMm+3NN5pXa3xJfcTFKapsmybDabU3KQnFhLIVVHIzzP0zSdMt0ync2tKV2rLRUy8jojXYYsjHVICJES4xt3HrWG43fdtHpEkaKiPL5XXFb2dw4CqWjtknvkxe4pUwei/eDDsAcAACAANKkzUkxvcatDMZBlh5ax31hMktv74k5jbu6cefqKobopfmUUxYPkh/tBAACEAEJEU7pFiBGtI7HugGTmGKcZyTQ/mjUiVYSnmepuDU4tjoaHCDFGJvaaCEIECcRAhQsGUIOL7Cc0vbxFLe7JNVVvii+cFwFxFBq+4JEYhIg0jLTRuO1wrK8l7RhbEKkxzdrETy2LiSEi5r9YyJRoPISAo3QbKbKBUKxr1CMImpUxMSzx4QukadJqZUmKEAQlHOZ1HVEUcZkfCJGI2NTk2rO3PRTmHWnmtDQTz/MURbHsxWuzkpKqqoFAwOl0puSrUxRFVdWUiavPIggCQRApGcAkBnQcx6XkOSKp3S0DgQBBECk5j48QEgQBzzMkoxSeZ0jtbimKYiQSycrKIsmPcGXNZIHnGa6gJ554QpIkAMBDDz10Dd7pk+vQJDGDn5CVlfXSSy99vOW8f/jDHx45cmTLli2JH/fu3TsyMpKXl3dlWolhGIZhGIZh2Mdlpuw3FXyrdfN8cu6zwlt9Da9xugIBABAgEio9R0901XeuvGPDstXT32jplFRtfMf6fneL23PL7PsqVtzOT3lqbn3voefMYc/p6QMCGlZWMPx9/MujUmkpvayScIxNNDe7PK1uuKTmATTP7Zy6pa5lpO1VZrgrMcYbuywThIgkDbtZtPLu+Dv+cHoWWlRpr8gUfZzomy7kVVumdkxb0J7ZEqp/2TTak9j3dIkQBAgSCBLISvDmka74X10gO1tdWP7BrHJLbt+cbwxt8Ac8H8CTOyy6et5fDIIQQYTyen3ot3Aoz9lxQ1XhLH7B//Uu9oR6dzAX3hEAACBEACICQAurmBlV8gkx13C31WGqzM/Nz2XA2DQEx9IcSyMD8YIcCMQhhJdfzCSKyp497Xv2tOflOepqs5Yvq0nF8h4MwzAMwzAMwy7XJIqXEEJNTU3jP/7gBz/4JCsm/exnPxuPlwzDaG5uxvEShmEYhmEYhk0GEMCpaYty6bJtd/1pxarD3pfCLbvGTqyD0CCM+N5X3uC27f/slz7bV8rt6xoY31FStVeONpf0Or6w/EdDqw/Mm/NXcm9w/4vW8UomCABJ6DaWN7na439ySTVl7NIyaGYAAAZC+9tdXA+1bvo3Y3ObM6bumN7qbXqFPSdkAgRp2MyShXfF3vFH0jPRwoq0qqzICBsZmSEVVppK22oe7Z3TGmx6nRtqSxS4nBMyQWTneCM8wG/xoAPZyrzi/fPLThQMTP3s0I13+uM7jaNvW6T4eSuHEIQIApg1EgR/DIWybG+uKclekDPj7uDmuwLRfcbRLbZY4IKnrEKAAIEggCaocrTm0MXYyVB/cz9dlptTVmSmxk6ZhAS0WjmrlVNVneflSFQwcYzVylHUZRUzjYyEh4b8O3d1zZldunxZTU1Nbkqe3I1hGIZhGIZh2MVNongpEAjI8ukVMO65555P8mi1tbUzZ848efJk4ke32/2JGodhGIZhGIZh2BVlo5yrbfd5nAsb/uGVm9a0nfgDOdpLg0RCAzU54nn9V08VVkz5/Odv2sEH3KHo+I4D/vBjbx5YXl2yYf5P9657ccXio/KO+IG/2k4vtQcQTWoOIqp0t8Q6Xcb0UmZRKWRIAICkalsa+jOs2evnfNs1a2/W1GMzWgOn/spNDJlgIuOhYJpZtAru6LuBcHoGWFhur8wKuszANUctq+oua6v618H5A4HmN9iuYyaEwBkhE0QQAgh1GyFY4oP8Nq9xMEOZX3J8cWl7UW/FDaMrbvQRR+Rjb1kD7vOOyBCECEDo9EedL8di75t3rMptWJwxZUVw9Y1BqlE++rbN1XaR5TUQJBAEkCGMdJJPM8R4b2ykY8goyMqsKnRa08a3o2nS4TA7gEkQ1GAoDgC0Wliz+bIW7tA0vb6hv76hPzvbvnRJ1eLFlXZbCi6zg2EYhmEYhmHYhUyieClxZbkEm81WWFj4CR+wtrZ2PF5KXM8KwzAMwzAMw7DJAwJYa1tQZKvawbw0pebYzIPu/X80J0qRIDQIIA/3NL3xSP+cVctnrZ+6bXBQ1Y3EjgihvR399f3Ddy24J7d41bGNf924stPzjn70LZuqjFXSQGgwlJqBAmJTLN7ignPKmHmFgCQAAIG48NLe/vKsWSvmL2iaui3/R50Le/xHnjefHTIRCELktAh2QYq+Fwg7M8GCUntVlrfPDvoWaBVTurNbS789fKfX1/E207LHZOhwQsiUSJgAhLqNEyyKJOzyC0fSpbklJ5eWdxcNlMwbnb3cb2sN1b9m/rAK6ixjIZMtEre9KYjb2cMLs5tXZZZWROb8a2j1iK9xi6Vln9nQzrfreANIAAk9jRTthsT7hbDL43em2SsKcvJyJ/4dzGbGbGZU1eB5KRaVWI66/GImrzf6xpv1b285UVdbsHBhxZzZJbiYCcMwDMMwDMM+DSZRvDTx6u5X5MrMEx8kVa8SiWEYhmEYhmHJLp3JuavoH06E9hxdvmXF3K7I32JH/2bVVAgBAkAHKNKwayt7qGHd5jXu6oxTHt/4jrysPLfvRHlW+n0rHnLZ9muf2Xr3+v62N5mG9y3IGIuIAEQmRuaQhz8a5U8OUQvL6Bn5iZXwen3B3nfB9MJ1hbNW1Je/X/Zo/5Lu4MHnLWeETBBBiCCBnKRgE92RrYHI0Qwwv8RelT3ckwb7FqGq4EBGe8mXRu/5rK/nXfL4e1ZdPTdkSlyTSTRrI/y+oHYoTZhd0r6yZLBsIL/UM+NfgyuGA6feMTfvNSH93F8PghAAqJsEsWDnsLqXbpvj7L3RUVgYnfpg5Av3B3p20Me3WIXohaKgsZQLEMhGyFZWlmQh0hDqZPvNZTm5xQUUfbpWiaYJh8OMEJBEJRIRdN2wWrnLLmYyTjUNnWoacjgsCxeUr1hek5GBh2AYhmEYhmEYlsomUbyUm5trMplEUQQA+Hy+S25/SRMfpKSk5JM/IIZhGIZhGIZhVwMExBzn6mJLzQejL6F72u5c09XwB7rrmAkkqoiAqkgj+//6enZexabblhzmVH+cH9+31xf899cPLasuXzvv+wfoN7kHWj630X38JVPrfvOHD44gRFZOMBtydHdEaBhilpRRNWPXeW1yeVuHiVXT7jIV9R4qPVD12PDSruCB563nVjLRBMogebsgRbYGY4ec0fnF1prswY4MglyMar0D9s6CuwP33TE6sJ088qZV4onzXJOJQDZCtBoSfywcP2YXphf2rCserRzIdvrqvhy5/25/x7tM4zaLIp2n+gdCBCCidSX3qNeoJwemOd032RpLnJU3xu/a7IscAYfetHn76Av8ghEAILFinolQOFpVNDHWGe1rc9PFmVnlhZYJZ+NBCExmxmRmdF3necXrizI0ZbNxJHlZxUzhMP/+tqbtHzRXV+cuX1Yza2bxZe6IYRiGYRiGYVhymUTxEkmSM2bMOHLkCAAgHo8PDg4WFxd/kgdsbW1N3CAIYtasWVegiRiGYRiGYRiGXTWZTP5ni77dGN57mNha8lD/rLbh3c9YfYOJCzIZEAi+kZbAU+6yaTNq19cdjId0Y2ytPAOhvR39Jwe5+5fda87qOwjeKfjH3rmb/ftesPU3ja07BwEiCc1hjmmyGH0vJBzPYldUkkVpAADdMHacGrJ0WDbOf5Bn6w+U1tf+2LOiM7DvBZu78+yQiWFQJhW3K1Lkg1DsmDM6r8hWkzPQnEsxWUyd/y1ze95Noc/c7PHuNg68ao+HyHNDJkBAGylZDJlvisYbrdEp+cKGuZ4aV5PDUfnZ2L2f9YzsJg6+YY8FzpPKJEImEqHMU350Co6UO0Y25nVMsRdO45cuDth6w8e3WNsOnbcKKmFsxTyWUBlac+hibIQf6RsF2Wlp5QWZOVkQnE62SJK02002ZJJlNRwSDIQsl31lJsNA7e0j7e0jdrtp3tzSZUtr8vMdl7MjhmEYhmEYhmHJYhLFSwCAzZs3J+IlAMBLL730gx/84GM/VGtra1NTU+L2ggULsrOzr0D7MAzDMAzDMAy7mghIznGuLjRVHgi83V3TtuTnXdKO8J4/2xPFQBDohhHsOXWQaetdtGKOf0ZWRzw6vm9ElH6z/VhxhuPmeQ/wlvoTxUfnPty3rN3/wbNpo71jZT0QIJpUMywRKSJGXgkqRVnMykoy2woA4GXlr/t7bVzuilmf8bFH20v7Zv54ZGWHf88L9nNDJpZRsyjNLsuh7RH++FBsbpG1JruzMYek01HN6Nv27tyVkdtWe/y7jINv2qI+amLIlLioEklCm0m0GDLfFYu3utTyHPHmWf5pw53ptpKVwsb1XvGwfvANq6//vAVJCEIEAczoDYL/Ivz5aZ5NWa4ZlsxMae43A2u+7Dm1zXT0LasUv8SKeQShO0nBzol8TIweCQfNZnNFblZxPkeeflIIAcfRHEfruiEISjDIUxTBsiRFkZfzB41GxZ272nbuaispzli2rHrhggqGmVyDUAzDMAzDMAzDPh7ykUceud5tOK2mpua3v/2tqqoAgMbGxi984Qsf+5pJDzzwQFdXV+L2T37ykxkzZlyxVmKfPu3t7S+//DIAoLa29u67777ezfnIDMMQRZFlWZq+0HopSUxVVUVRLBZLSl5EOrFeqMlkut4NufIMw/B6vTabbeKF91JGandLSZIMwzCbzde7IVcFz/MMwzDMZZ2bn1w0TZNl2Ww2E0QKrlIViUQ0TbsiF++chHiep2k6JbulruuSJJlMJpI8O6iwUGm19vn5lqouVRNK1DUbhhldG+5ixq5DBHTDiHr7XaA5PL0gP5pGy/rpap2IKB3v8UuhvJWlKwKUrc8mLtvgqyqPj3QzE+MWitQtrEREeOGET/OLZI4NcjQAQNH0LpcUHM6dljXDQ1MdVmLmjfH5M8NBNxULJNoJAYCJBfcoyrCxCieLekdY7A7GgGGYzWI4Pe7N01i2i6SMCmbVraHKIsHvooXo2S8TQkAQgKE0Ky2BYEw4FFROmHhYFkij+yArFpkW3xybPy8iRMnQ8PmP4hIpEReTzPXx2FHKw6W57eZW6MicZtxyZyCvUA6NUHzkYjkQhIAgEEtrNlZmdVkeifq7RyKyAK0mjmEmfo0RBGRZymRiAITxuCRJGkHAywyZAACRiNjU5Nq9pz0QiDsdlrS0SXp4o6pqIBBwOp0sy17vtlx5iqKoqpqqVyYWBIEgCI7jrndDrrzEgI7jOIpKwXQ2tbtlIBAgCCI9Pf16N+TKQwgJgoDnGZJRCs8zpHa3FEUxEolkZWWde+ScAvA8wxX0xBNPSJIEAHjooYeuwTt9csVLFouFpukPPvgAACAIwvHjx++8886PcVj/2GOPPf3004nby5Yt++Uvf5mS3wfYNYPjpckMH/YlKRwvJS982JekcLyUvD6d8VKCnc6Yal/I0vnHNdUxPbpiiTfkoiLe8dlVRVFCwQ5PhkstKcj2MmhifVAgLhzp9OvRomWlq3qA2ZMR33CLJzdLdncxqjT2LoAAMJRmZSQU4IV6nxGXyVw7ZEgAgKIZPS7F78qpds70MGyvTV+wITp3RiQ4TEb91Id7j4VMDGXYWJmTRb0jIvUEowlp8AwAACAASURBVAAZZqsQzIiN5MUIWw/JKEX0ik3hqTXRkIeOBSgAzvh2gBBAAjGUbmUlGIsLRyNSAyeolV6LuQ9SXod1+kphxbIgAMA7wCDjPL8oCAGEiBVU0wle2A19qs1ltbYDO1FMrrklNGNuXJEIv4s+o4Dq3EcgAEPpVlYxkYoRFCLdXn84JLLQbDOT6IwGUyTBMCTLUqqq84KsKjpFkQRxWV95mqYPDgb27e9oahpSVT07x87Qk2u6HMdLyQvHS0kqtbsljpeSVGoP6FJ4niG1uyWOl5IXjpeuqcWLFzc3N7e1tQEA+vv7t23btnTp0stf2i4SiXznO9/5+c9/nvixuLh469atdrv9ajUX+3TA8dJkhg/7khSOl5IXPuxLUjheSl6f5ngJAAAhkc0VznAslYnsBjI6c413ek3E1cFKfKInI4R4PhaMtwUrNM6c7wiDMy46FIgLRzoCFqVySfnKeo0wCsMbN3tsFm24i9FU+OFTIJZSzLSojfBCgxcpGplrhxQBANAMY2BU8bsyKxyzhijLoF1ZuiEyf2405CE/TLkgABB8GDJZWZmRJL0jIvcGowBonAkIWYKnKKDae0g6lssmdheiRMBNnydkgmMhExHjhfqgfJSQ+AqfLX0AEi6rrXyBetNGL2dC3n5aU873/ZJ4BF0zd/LGbnV4xDFkT+smrWGnae7y6Ip1YZpFvkHm/PuefgRAU4aZVS2MTMRloT8cdHtjhEY6zSwgxttsGAZBQI5jTBwDIOR5WRQVCD9aMVNLq3vnzja3O2QxsxkZ1knypYnjpeSF46UkldrdEsdLSSq1B3QpPM+Q2t0Sx0vJC8dL1xSE8Pbbb3e73Y2NjQCAkZGRp59+2uVyZWZmFhYWXuRjvb+//8knn7zvvvv27NmTuGfmzJnbt28vLCy8Rk3HUheOlyYzfNiXpHC8lLzwYV+SwvFS8vqUx0sJJKQKTBV1jqVDusNl99xw83CaRXV1MLqWuBiSZhiR4KgPtETqrA62yBlWlYm7j0bih9qCVql2bvnag5KSXu2/6RYvAdFIN2PoYx/UBEQmWjaRkjTIS40egACZZwMEBADoBhocVXxD6XmWmX2UbciuLF4fnT83EvaSYc/ZIRNL6zZOpiXZ6Iyo/eEIQrqJJaR0fqR4VLb3Elw4nZ6/OrZkWUSRoW+ABug8IRNL6zZWJiVBaArKB1U5VDJqze1FVC9lzZlmbLzVl5mjBYcpMXb+tzOEiAKGdTjOHBBd3Y4B2tlL21ycpWymtPFWf3qOFhqlzl2p76xmkCQyMaqdk0lFld3xSPdoQBc1B8tRDAGgYRgQwsTnCUUSHEebTLSi6JKsyJJG0+RlfgMaBhoZCR8+0lPf0C/LWk52Gste59lzHC8lLxwvJanU7pY4XkpSqT2gS+F5htTuljheSl6pHS9d00OT7du3h8Phy9nypptuisVir776KgBA07RnnnnmmWeeyc/PnzNnzowZMzIyMmw2G03TsVgsEom0traeOnWqtbUVTVgPo66u7nvf+96RI0eOHDmSl5e3bNmyq/WqMAzDMAzDMAy7+ixU2vqczwadK98bfsm0cfvXVnt2P5fWtMuMEAAAkSAmynzrrlDGqaKbNs1uz6H7gmcMPZpco81uOLvkBtuMm7bGXp96z6lvbfLse9na8L4FGWOTRzShZluDss6H9kvxEy52cSk9Pe/DkMloaBUIWF5RXrkju9OR17zmRyOoM7rrz/b+U4np7MSDIIJAdpNk5eSYIIY/iKuN7tGpuabaHLueGxjN86V7u4uGyh3D87/hXfF3nuNvW+q3WjUFgjOWrkOQQFZOtrCyIAvhrVFtt5lfVNS2sqI3333MkTl9Sejv1np9DeDga7ahtvOmIAhCQAG1oGMEdRCjuZmDK/M6Z6aXZkamLwnftzYQaCGOvG3rPmZC6LxL5iEwFjIZDotoN0m8zES75WiHJ1zg4CpzMxxOs3HW1AY0mxkAgKrqsZgMIWBZ+vKzotHRyBtv1m95p3HWzOJFiyrravNTckYPwzAMwzAMw1LJNY2Xvv/97588efJj7z48PDw8PLxly5bL2bi1tfVzn/tc4vamTZtwvIRhGIZhGIZhKSCdybmv9NsD/Ib3XE/N+Vb9gk2erU87XO0sAIAABoF8fl9k7/O+soqye+5ZcFjj+/2h8X0RQg39w40DcGHFHXz1hu3UX5d8tWPR5viuP9vbDpjHcxaWlHPssqiZwh+ISv0Qu7SMqs4CEAIADIS6enTYW1lWUvtaTmthYfOGR91yR3T3i2l9JxMxz4chE0RpZsnGyRFejOyJay2jo1NzuZrsNC0zGsw+ZCttLnTXZgwt+vzoks+MHP2b9dgWqyIRZ4dMEFg4xcwqoiKEdgvafg7OLuhYW9Jb5D6enjm1Jnjz4x6jP3z4LXvzXhM6Y13AMRAiCPR8j9d4CQa3ph2Zn9O+OONwbta0ktD6f/Hd4A0de8fWuM2iSBfKchAAgCCAzSRbOVlS6KhP4d1ht9NEVGSnF+WlA4Y4swCLpsm0NBNCSBTVWFxEBjCbmctcNE9V9WPH+44d7zObmblzyhYuLK8oz8Y5E4ZhGIZhGIZNTilYWI1hGIZhGIZhWGorsdT8ffUv6oMHmwqfueun7QN7qW3PpvFhEgBAQwUZQ50dgf5/d81aMnX1XfO2ul0j4dj4vgZCh7qHjvYSS/4/e/cZZddx2Am+6ubwcuicEzoAaKBBBJIAGECCpBhBWaSSFay1x/YojHe80sxZn2PK9mjMDV7r2JaOd+3jsa1EBZJiEhMAAiAy0AAa6JzD63453XdzqP3QINDdROSAaL6n+h1+4MHrW6+6u/rdqvrfqmr76nBdSvf9fPf/NnbnU4V3/9Uzff7itloQAIFSOY+m6GruVZmo8LI7msh6/+KrCKGJKQNMtcg1zRMV403V/Y/8xZw6lLtCyEQgv6h6eC0va7n3ClZ/NNZVwa4pc+s+qxA8KtSfr57rCM/d+dn5b+yJnn7DdewVUZMWk5hLOROCEAiswTOGZtKZkyo6Oet0lk3t3jTZmDjhi20MxrZ/I3bfF3LHXnFdPShCBIFC+Wzw3WzusPtcV3h4Z/BEbVlnILPpS4l7vzB/7h3x+KvubOxqIdDFxUw8a/KMadpkTtGkU0rqwny8OehqrgxTIr98MROEFxcz2bYjy7pl2zRFiSJLEDeUFSmKcej94UPvDwcDrjvuaLzrztbycnyeLoZhGIZhGIZ9suB4CcMwDMMwDMOw4gMhvCN4d7d/87HEG/Td//T1OxeOv+w+/Au3aUAIAE8otj115EDmwsnRB565O3D/pl/3D8dyhUuX245zaGiGGiXu7fh6f90crPvZ5743FTnHvPsv3oXxixujEwC5qALvUaS8VvhFnqr3szubiXL3pUJScxDMtaDqjkjFRFPtycf/Yk4aAgd+6pk4u2y7PJJAflHx8GpO1nLvyXZ/LNlVTjQGXC4OyJ2nZxsGKiOt5dM79sx988lo3zvC4Zc8UvIKIRPPGBxt6haVHtDN81HYFo490vFGXe3RYOyOUOTOL8fv+8LC2XeEIy95pNQVj2VCEAKfJnlPSXIfP9ZaPrQlcLS5srsqvnV34o8ei86eZ665Yx4AAAEIaMoOeWS/o+ZVLj9gaAOxyTof0VYR8voDFr3ijUmS8Hh4hICum9ms4jhIEBieZ25wSVIqXXjr7fNvvX2+stK3bWvztq0tXm8JnhWBYRiGYRiGYcUIx0sYhmEYhmEYhhUrmmB2lD8lB+8/Gv+Xzmd+tXZndN+/ewfeFwAAJHTcZEZVpV/8j0zV66f2/P5uZ2fHr3r7UwXl0uWW7bx7YZIeJHd2/Glf3RTT/uOv/e388GFu77/50vMXx0okdHx0XvTIUtxQfpQl28Ls9ibCfznkiEVMEKlVyxtn6qbb647s+YtIepD4UMgESMIJiLKHVzOyJr1XcPpj+a7yXJ1PFFlWarkw2zBUPtdaNXnf7pmvPxodOsgf/Lk7Nbd4MPXlsAdCxNFmpT+nmVR2wlD/NkE0+KX7G99tazoanusOz25/OPaNR6Mjx9gjL3rmR694rjWCELhMZU3/lH6BjFWF3+xuOLapak1NZmtL7Kn/PSkvwFNvuM+8JZr6tXbMIwnbLyo+QdFMOr+gy9OZRECMt4Tc9WUhm+OdZTEThIDjaI6jbdsuFAypkGdoUhRZhrnRAenCQvall0+//OvejvbKzZubNm6o57gSPLUbwzAMwzAMw4rIbY2XvvWtb8Xj8dv5jouam5tv/5tiGIZhGIZhGHZ7iJTngapvZYxn+sn/86nvHNr0sPzW/+eNTzMAAI6wWBCLJnI/+F5i7fq2P/nPT86w6Ocn+rKKduly07b3Xpjkhqnd65+7UHk6sPXnf7xt4ew7rgM/dUvpiyMmGtoBJqNStDJjKP8jSa2tYO9sgC72UiHxmBWPVUvh3x2rn22sPfj0d2dSQ+ThX7lHTlwKoiAAgCKcsCj7BUVSldwByQq5la5yqcbLcbQrXzs63zAYjDbVTezaNvYH9yQmT9EHf+adH11cTbUkZAKIp03elzdtIh9TpX9JobBb2Vp7tKfhVMVCe3j2np65r2xPLAzQ7//qqquRIEQctOqjUXs+lnnPfbI1dPaessam7J1l0S1fTdzz+Vzfu+KxX7tziWscm7S4psrkaNN2CElTpVOS0jc/0RxkmsvDjMtrUSsSKpIkvV7eg3jDMAsF3TBknqdFkb3Bw5kQQgOD8wOD8z/+ydHOjqqtW5u719dR1BWXamEYhmEYhmEY9vG6rfHSV7/61dv5dhiGYRiGYRiG/fbwM5Xba/9mXul1dX/vD74/cfYdcd+/e5U8AQHwkJoDFgb7Mn/2lbG77+/57n9+4kQy+evegYJmXLpcM61XTo9wtH/3uv9eqHq/4aGX190XPfma6/AvPWrhYoDBEybPpHWakkd0ZTBGbahmttZD9vKoKp7Q4olw3Pe56cbp9rpDe/5sLj4kHf7lh0Im6Ph5xctpkibnDuaNoMfoKk/WeMk0Iab9M7E7/9nfVt0wuWvt8Ff/JjE/QC+PqS7vmEeTdtAl+wWloCi513P6+257Q1Xfljv7K9O1ZdMP1k/t+bOkspA9+brr9Jsu6/L3uhQiCRTS88Hzea2PnqsM/uvd7b/Z2LC9NnLXI7GvP74wdpI78Zpr8uJKrCuXACGgyMXFTKpmUIWxQmEoOl/jn28v93l9IYtmPrSYiWVplqUdBymKnkwWIASCwN744UyWZfedn+07PysIzLq1tXdua2lrq7jBazEMwzAMwzAMuyXI5557brXrgGGfdENDQy+88AIAoKOj49lnn13t6tw0x3FUVWVZlqZLcAsR0zQNwxBFEd7gFv5FRVVVAADPl+AZA47jxONxt9stiuJq1+XWK+1mqWma4ziCIKx2RT4WsiwzDMMwzGpX5NazLEvXdUEQCKIEH/PP5XKWZYVCodWuyMdClmWapkuyWdq2rWkaz/MkeUMrV26Qm66s9HxGIsKB+tNbH0pZBpgfZQCCEACWsBgojY3P7f1Vb6s/8PXPP+B28RPxtGnbly63HGd4IT06EywLfJ7wwqaOoW2P5AEAC2OMY1/8VKegw5MqS6lOVFbPxJEDyAoXWPLHpWl2LCLMxdYnxA6uInr/rljLRk3JEanIpc4YBABCiDjK8vAaa6poLAciBYelNJYoSDqSOC1R25duOoc85dX5XQ+kOrcpaoFIztKL1y79liFELG15eJ2zNDSRNXtT5gKbBS1npPoTpkcM6nduzW57RGI4EJ+iLePK9yYIAQ1tb0EO9GcKJ2DvTNVhsibJsvWN6r27M2u2qgDAxAzj2Fe8+nJNaMoRGMPN6nRecUbS8nwuwVn5AE1CgnVW5j8QQoahXC6OpilV1bNZxTAsCCFN32iTME07EskcOz5+9NhYPq95PLzH/T/VcTJNM5VK+f1+lmWv/9XFxjAM0zRdLtdqV+RjoSgKQRAcd40otFgtDug4jqOoEjzgoLSbZSqVIggiEAisdkVuPYSQoih4nqEYlfA8Q2k3S1VVc7lcOBy+tT3nTwg8z3ALPf/885qmAQC+853v3Ia/dBwvYdj1XYqXWlpaHnnkEW0JjuM++b0NHC8VrxLu9uF4qXjhbl+RwvFS8cLx0kcAIfRynV73s3kordlwvmu7nImS6QUaAAAB4AiTdHJnTw2/99q57Wtbv7pnB0tRE4mMZTuXSjAs+/xMsn+6OuB/hg9oXetHeh4sGDqMTdIIfXCWEnQ4UuMJGczn1b40ogiyzAU++ORHCGmGHYsKM9GNSWENWxHbtSva2qPKOfJDIRNgSMvN64ItkxNZNFVADKWLtCwbepZQ41XnU+2nrYCvSrn/vuS6u2VDIxIzFEIfDpkAQ9ku1nBBlYzkrbNJPUIUtPpz2bbDetBxW5s3Ze7bkwtW28lZWslf+WcOISAI5DK10GyGOqz0nw8cRI3DlD9cod59V/aOhyTBYyfnaEO91ifJYiEcbXk4XbQVajZrjKYyyEyGSUQRnAMJsPL+SFGEILBuN0dAKCtGJitbpkMQ8AY3zQMAqKo5Ph4/eHD4dO9UoaD5/aIofpR8CMdLxQvHS0WqtJsljpeKVGkP6Ep4nqG0myWOl4rXxzrPUCgUZFleOln9/e9//3bGS/CK23BjGLbUj3/84y9+8YtXfIll2X/4h3/4whe+cJurdFMsy0qlUm63uyQ/phVFkSQpHA6X5IRpOp0GAJTkaMSyrIGBgcrKynA4vNp1ufVKu1lms9kSnsePxWKiKJbkBIemablcLhgMluTM1MzMjKqqa9asWe2KfCzi8bggCCXZLA3DyGQyfr//Yw3PDGs2Jv0Nb58cOka/+f/6srHL0w02Igq2q7JzzR//l8+GWspfOzv8Vv+YYa1cnhMQ+ac2euvDL3hAb3KOfO9HnsHDwopRlIVIxXLpYhBsqafaQgBCx3Ecx7n0F+fi2A1dibXhN1q5+cgQffgXniWb3V2CEICmTeYUXhK8WleFVe8DABIQCgLL+2GoaW5345ktrnk1AY7/2t37lmjql240yyqEAHQcoqAxki3IDWX2+kqymhXqE3fVD+0OzVRS6uhJ9uSr7omz3IoLl4MIAcsmEwFf/u5g5d36g/WTd7rjIrKGj7HHX/HMDd7ILw4iBJBDKAYjWWy+qszqKHO73CGTdlkE+FDOtMhxkKqZqmJYti3wjCiyJHnTt9S62sDmzY09PfVu103kDYqijI2NNTQ0eDyem33HT77FCYjy8vLVrsjHIplMUhTl8/lWuyK33uKAzuv1lmR4VtrNcnR0lKKoxsbG1a7Irec4TiKRwPMMxaiE5xlKu1lmMpnZ2dn29vaSfOwMzzN8NN/85jf/6Z/+6Wr5Tjqd9vv9t/xNV8DxEoZd33PPPffd7373aq/ec889i2ubPrEsy8pkMqIoluT9VVEUWZaDwWBJdvsymQwA4DbcDG4/y7KGh4fLy8tLsvdQ2s1ycZlIMBhc7Yp8LBKJhCAIJbmoTtM0SZL8fn9Jxkuzs7OaprW2tq52RT4WyWSS5/mSbJaGYeRyOa/XexsGyao9Lln/6LEHTr7O7fuRd+niGxsRiuNqvWfTV7/5pMVSbw1MHBqbW7pd3qKgyD+6zlVd+Uo5eTo6Suz7V+/Eh44jshGhWC7NE3I21sCW4NJ4aRFLkZvWFVor9q3lJ+LD5DVCJseBksrlBJ/cXrUYMgEAGIbkPExZc3RX65ktnggl26fecB1/xaVJVw6ZAIAIQUWnCzafq63QOyvIMpapl7a1DD1QPtXKStFx6tgrnv4D/LW3vEMIIgdKlJDoDDAPCQ91Te70R8podWGMOf6Ku/+Q4FjXuvxSIQBBw6IknS14vUprBVkd8FlU0KBI56pXObajaqaqWQAhQWB4nrnZ58ghhM3NoY0bars6Kxnm+k/7qqo6MTFRX19fkpmuLMuKopTkwz0AgFQqRVGU1+td7YrceosDOrfbXZLxUmk3y/HxcYqi6uvrV7sit57jOKlUCs8zFKMSnmco7WaZzWYjkUhra2tJxkt4nuEjQAjV19cbxpWPVwUARKPR2/D0Bo6XMOz6Xnjhhc9+9rMAAJqmV4wzRVH8+7//+0cffXSVqnZD8Oql4lXCTxVZltXf319VVVWSI8nSbpb4qaIiVdqrl6anp1VVbW9vX+2KfCzw6qVbaEE+mZT+jkuOv/cz8cxbouNcTiosRJqMZ8fnH/nyHz6V0/WXzwzuG5hwPjRWqvZ7Ht/k97p/EXCOzp4j9/6rd2F0ZeUdRGiOywyV6Xc0MvVXuIlzNL2xy6oK7eviLhTGwPs/d18pZAIIAIRgQWMlwZtbU3spZCJJKLgYd31+U9vAjuB4jV0487Zw5EWPlCKXX30JRAiYFlUwuFx1mdxeDUM8XWXUt8zuqhrZ5EmgBDr9G/H0b1yaTFxjMRMCEDjQdIhEmV99ILDurvS95TNrhayVQ6ffdJ9+XZRzN3LXg4thlWrSGicka6ut5rCH5MIGLdrXyn5M01YUQ1VNkoKiwArCTbcZmibXra3Zsrmps7PqGmuhFEUZHR1tbGzEq5eKDl69VKRKu1mOjIxQFNXU1LTaFbn1SnuZSGkP6Ep4nqG0m2U6nZ6dne3o6CjJeAnPM3w0f/mXf/mDH/zAXv5gXDabXUx88OolDPukeOmll55++mkAwJ49e1588cXVrs5Nw/FS8Srhbp9lWRcuXKiqqiorK1vtutx6pd0scbevSOF4qXjheOnWQgBNSwcT2b9HY3O/+UfP7OCy83UsRFLloae+8cXHnrgnnpdf7u3f2z/+4ZCpJuDds7mc5n8esA9OHSH2/bt3yXFKFzmA0G0B1tWqm1uI8BWeVaRJcmMnVVb2Xjt71hk3D/3cPXqSv+LgDCGgmrQiehItDVad/+KGchAIPCNUGms6J+4MD66lUhOH2YMvuJfXZGXI5DiEYjCFsmCmrd4OiVQI+JoS2xpGt3oWGpxC37v8kZfd+QT1oWvBh8vJckJuR7m4A9zXOHOHO1YDlfPvCSdec8UmbuS0A4gQQAjaNqlCNl9TnmuoZt1CyGD8FkVeZce8RbphKbKuaxbDUqLIsOxNH64gimzPxoatW5uam8o+fKiGoigjIyNNTU04Xio6OF4qUqXdLEdGRkiSbG5uXu2K3HqlPY9f2gO6Ep5nKO1mmU6nZ2ZmOjs7cbxUdG7zPEMgEFhcpHh74iXyueee+7jfA8OK3dDQ0OL2dx0dHc8+++xqV+emLZ4EW6pnG+IjN4uU4zjxeNztdpfkdk+l3SzxkZtFyrIsXdcFQSjJQfLiXgqlOhqRZZmm6ZJslrZta5rG8/ztPKAYAuhjGyo8ny74QrU7zzfXpyPDtK5c/LsgIAKyfGHfyQPvH2ru7nx0y/ptLXV5VY9k8ksLyav6ifHUfLK9ovwzbJOy7eGRUEhfmGCW7rkHAaIJg5RS5NAcL5ma3w25ZT0xB6FI3B6frtfIe+Qqds3O2a1bslKaTM+vzIAhBDTp8LbqWUh44gmNEiw3BwA0TVvJgIXJ0IVY2wBV4W2TH3oiWV2jpRcoOUterMXF/y6WQxCAoSxRK7imYu5cRtL5Qi44MllzSqkeo7mGtcpDT6Urq41MdLGEK9/FFsvhbcM3nqX3S/2Dob2wdZxzV69RH3w03bVVMQ0yMUtf61AnACAEECKCRCyw3PmcezLKRRNJ044GKYMBjEPQ6MrvTpEEzzMuNwchLBT0gqRZtk1RxI1/uJmmPTOTOnJ07Nix8XxeDQZcosguedVMpVJ+v59l2WsUUqQMwzBNsyTjagCAoigEQZRkALM4oOM4riSfESntZplKpQiCKMl5fISQoih4nqEYlfA8Q2k3S1VVc7lcOBy+nT3n2wbPM9xCzz//vKZpAIDvfOc7t+EvHcdLGHZ9OF76JMPdviKF46Xihbt9RQrHS8ULx0sfBwISYb4j7HlKrhKa7+13ASU6Rjs2/OBVx4jnjr207+z06a6enkd71m5trpW0lSFTTtFOjaeyua6Gms+CNmXLwyNeQY9OMJZx+cMfAkACE6QTzPCcD0KJ5SG/rD+GEFpImpNT5QbaXqj11u+MbN+eMgowObuy2wYhoEiHNnTPfMwTiVsGMD0CIAnHQVoexadcw7MtfU41uca66/HshvVSZoHMJ6klFbkcMkGIKMphFNUXibpnonYeFeRAZKbqdKr2JAq4W80dj2d7egpKnkjP00uvXVEfSCASOq6k7D2Wjh0gjxYaDrE1Zhmx7m7pwUcyrIDiU/TSn8YVCgEAQgQJQJE2Y2jeTIofXbDSuXnoZAIkgATnkFe7nqJIQWAEkXUcJElaoaAjhCiKvPGbr6oa4+Px/e8Nnu6d0nWzLOxhWRrHS8ULx0tFqrSbJY6XilRpD+hKeJ6htJsljpeKF46Xbpkf/OAHr7zyyv79+0+dOnX33Xfftvdd6s///M/37du3f//+mZmZDRs2rEodsKKD46VPMtztK1I4XipeuNtXpHC8VLxwvPTxoSBdKXR7vQ+ZHWbTXWMwpydmLneWIHLyo6kDP3vz5IXT6zd0P7plXXddZU7RFrLS0kJSBeXoSLyQ72yuf5bqKmzaPebl9Pkx2raWhUyEY1jzUXpg1lNQCwRHeJfNgCMA4hlzaipIwu35qprgnZG7705aBXDFkIkkEG0ZnnTaPRElZV3jRMRRAAFDRelZfmK8ftCoytVR3Q/nt96R1fMwPU8vqQi8/H8QESSiHdOTTQujC3RcUgqubLriQqSu1wxmysmu+5T7dqVpwolNMo599ZAJIoIAvGl6h3JwnzwwFj5G1065XdXdxu49qeoaIx29tJrqqhbDKggRQ9qiLntiSXo8nskrMc6x3DSDCOoqi5kgBDRNCgLL84xp2rm8qqgGBJCiyBu/CRcK2tDQwt59AwOD85ZlUZQVCgVxvFR0u1W9ugAAIABJREFUcLxUpEq7WeJ4qUiV9oCuhOcZSrtZ4nipeJV2vHRbuyb/+I//2NfXBwAoLy//9re/fTvf+pK/+qu/chwHALBr166vfOUrq1IHDMMwDMMwDMM+IXx0aGfFN2O+p2Dtj2ofeL/3n9GSkAmRthU9OPzf3v9fG+5p+dI3vvFfHrtneCHxs+N9F+ZiSwsZXkgMv5JYV3PfI1s+E/rcy3t2HRz9BTr3jrA8ZEIUUMyRYc/wFFtbmWhuIlvDSyMbhNDZsTwYC7XVfC3fuuD5+t4nn4wN/pIeObHyTCYIAUk6AlK5hWnvzIJe7l2obrCrvQACTXFmez3z53rONLW3dEQ2/KeJDbHswEtM//s8cuDFinzwhhAgCBEgoZvTXFLU15tUB13J6trkfNl+b0VvW7qmfmHTM/Gnn8osvAVPvSGq0qXpjBU73yEIESQhj4yavnnnHDHpcQ893ObfYnR3x7duy4oj+TOviaMnOce51u8CQgQhQgCy0GSQ6UlJamxOE1xjFZVsfSjAuHw2RVwlZyII6HJxLhdnWY6i6PFEjqZu7nAmx0Hj4/HR0ahpGt3r4zt2dHSvr6OoEozkMQzDMAzDMOyWKMEnXzAMwzAMwzAMw25KOVf3UPV/Hfeep7p/mn6rr+8nQM5djFIgQKRjzOwf/Iv936zZ0vqVb/3Rnz+168z0/AvH+8bj6aWFnJ+LXojEtjTdd//Gp/J/8PNHnzwx92v77FuC4ywPmaBmzU15ZxfgGX+msZHsroLssnHZyJw0MufqqvuS3ZwU/mTfQ5HIzEtw8PCVQiaIeEbn0gk+llEHxERNrdEcQixl205qlEuNNQ9X19R1Jlp/f+qxzyVjv0G9b4pLdqtb/B8EAIIQQBJwhMlaWfdEvjDC5crC8lRFf/XasRqpoiW27uHoA0+m0Unj+C/FxCy95NqlFstBEKGyQg78Ii+/zBzcFDr+QGVDXW7tNzLPSpmZvdTpN0WtQH7o2iXfF0CAQBBAhJAAdcE03NM5ZZTNuX0LNUGhrixAcF7nqmc7URTh8fAeD2+atizrkqTRNCmK3I0HRbbt9A/MDw3HRIFdu7bmzm0ta9ZUlOQD7BiGYRiGYRj2PwPHSxiGYRiGYRiGYQAC2OJa3yR2DX7uJHf3C6nXRkdeR5q0JGQC5vyJwb/8/J/Wb2754jd+/6+fefj8XPRHh89OJC6HTAih4+Ozx8dnm0J3bW3fHvoPR3fdf3LmRXP0OLciZCKhhvJR/7k0GhzLNdcT3TXQvWw3tv6ZXP8MXRF4Qm9Lgz8+uf3xmdhLztgJdmk54IPt6VjGZOyca0JSxrh0daXSVOH4eYBAdo7NztWMB8v6uuKNT8/vfDyh7zN6XxXUAnG5Lh/UHcLF0mwvqXgyM0p8ocC5czVVs62Nkarq3vZ4XXti7fcymwbzI28wE2e5pdcur9LFRUguSxePRe1jxHiFb3h3Y7hHa3s0s/PxLDhmnnldSMzQ1wiZLoVVCEAGIpqzPKaijSSVoaloMBSpC3gqw36HFu2r7g9D06TPJyAEDMOUJNW2HY6jRZG98aBIVvTjJ8aPnxj3+YSejfXbtrXU1QZv8FoMwzAMwzAMK3k4XsIwDMMwDMMwDLuIgGSXd1tLV/fJyncCT7ym7p0b/DXMJy+HTBTU504N/rcvfadmXeNn/sOXvveZ3cfHZ39x8sJcOre0nNFYaiSKmsq37Niwo+bbhxoXTibf1PreFgzt8hoaCBAEOjISvsGsMTAhV1cRPbVEpWdpOdG0Hj0m8uy9HV0K8fWzW9PT1gH5wtvckn3qAPggZIKE7UaKGJ2QpyOS2yc1V1mNfgChnGJGD9ZMcRVDaxNV98Xb708Kx6SRd5ilZ01dWpC0WBQioIs0RCflm8hJI1yusiI2FI7WVg+3pirr483/KbtjPpd5Bw0d5iwDXnEx0weLkABEqDyWBv+WKbzAHt4SPLOrrLpbatuWXzsizb5JTZxZDMxubDETo/PI8OVl5Uy0cF6crg6R9UGf2xswafrqhzOxLM2yNABIVcxMRoEQcBzNccyNr0fKZpV9+wf37R+srPRt6mnYtrU5FHLf6MUYhmEYhmEYVqJwvIRhGIZhGIZhGLYMS/DbQ090+3YeD/2Ge2ifc3hu4JcgFbkYxkDgUFBfuDD8/3z9u1VtjU9+9bP/17OPnJic++mxcwtZaWk5M6ncj/cCL7/+7u7NwpdP7fpMr3Egf/Jl8VJeBS6GTAYH0+x83pydKwRCqKeeag6CJemHqoPeXgES2xqbO4XHR9Y/Oe06nbvwChubXHawEAQAQkRQyEOqbktX+tLSBTHXUG22hQBHmRo1c6pyrrdirC1dvSHafG9qw0ImtQ+d38+b+orFTAgCBCCCJOQIk6Utf2qiMB+ROLdcXz7U3jXVmq1oTlZ/IdP9Bcl3vjB5gLruYiYAoNtUXYc06xAx3hKY2l1V1qVV/bF8t54le/WhfXx0grnuYiYAEQQQEo6btN1I1eZy8kREEj3Jah/TEPIzroBNE1cPqniB4QXGdhxVMdKZAgGhINzE4UwAgIWF7Guvn33jN+eam8u2bm7e2FMvCuz1L8MwDMMwDMOwUrQ68ZJhGHv37l2Vt8YwDMMwDMMwDLsRbsr3QPnnot67joivrdtxhjg+3fczKjl7KWRCFNRjo8M//K9/Xf7D+sd/73f+72cfOTQ6/cqZwUgmv7ScnKq/cUzn6K4t69uZh/q3PHCBOpbufZmPTzFLvgpBYDJkNpCTjHfj0mEfWltDd1cB6nIQhRxiYtQHxjan65o9GybLt8z1zCfnfkP0H+Ad+8M75jkipwvI8E1JhTEuW1ZmrCl3wqLjwORQMDUcnG1IV6yJVTyTvfuZLHNKOvs6H5++VJ8VO+YhSCAfqXqQpoxl84MzcnlouqUysqF6qi1a1plt6pEezuTy7zvn3hXkLHnNk5kAjeyq8ST6Acx5xdiuwMQ2j/8OtX6Hui6VlY+gD0q43qZ5EACEeNrgKMPvFJSJlDwUSfvd0fqAWBcOIPYahzORBOFycS4AbNtWFNMwLMcBgsDQ9FX32VvBcdDoaGx0NPbjnx5tagpv6mno2Vjv84k3eDmGYRiGYRiGlYbViZcymcwDDzywKm+NYRiGYRiGYRh24yq4+qdr/uOkPHBk52udW4aZMzODvyQjIxeTGAgQBbXk7Mg/f/dvXvmnukd+98n/49O7h5Ppl06cPzOzsLQczTQPngYE7Fy3Zo1321DnXcM7x2N9L7GjJ3l0OQhBAFgMmQsaBft0Rj4zrbVV0j21hGtJEIXg/HRwfjo4H2qcb5r0fXXhoc+lCvuN06+5lDyx9B0XkyGONTnG8mZV6UA07/JrbeVWgx8RMD0ZSE8Gpsukma5oeGO28+7czmh28l3y3F7RMi7FS0sWMxGIBNDF6SJr6FlZOhwt9HpjzaGFjTXTHcmh2kTgYW3TkznvcHb8PWbo6NLEa2nOc3kRkk+S0IsF8yVyap1/7kHPWLPL97Bxx5M5/3h+/AA7dIQzdeLqORMCi7kXgASy3YTqYlRDkwrn08rZyEKVN1Lv95SHAzYlXP1wJpIk3W4SAGCatqLopmWTBMFxN7GYCSE0Ph4fH4//8lcna2sC69bVbr6jqbzcc/0rMQzDMAzDMKz44c3xMAzDMAzDMAzDrqNR7KwX1oxIvb13vte8aXDj8PTAz8mJs9ziqxAgEqipyMi///XfvfrPtbueffgPH9sw29V4ZCZ+eHTGdpxL5TgInRsiwHBHc1NNuG6u6k+HNy1ER96kl4c6AACbhHkPKriG8+rAfKE+xGyuI0LL1sfkk8F8MigEEsm6OfHh+F2PJoRzuTOvCrODy7ZrgwAAiBjaClC211ELZ1P5cy61ocxcE0ICI8fdY3F3xKtE1sRC1amaz6oP/05KPWj1viVmotTSMgAAlxYzcazJ0ZbfVgsDmfx5QaoPZjrXiD3yQlPcW1to+H3lsS9l5cP2mXfE9Dx17cVMLLIqzidRH0yUiQv3e2NbeVe5Uf8V9aGvZMEZc+A9fvIch9C1FjNdyplYwmQpy+fIajIvzydUJjJV4yEbw363x3/1w5kAADRNer0CAEA3LLmgaZrBsrbLxd34vnmOg6ZnUtMzqddeP1tZ6Vu/rnbdupqW5vIbvBzDMAzDMAzDihGOlzAMwzAMwzAMw66PgGS7Z/Ma9x1TyuBpbm/NmjOdQ9MjvyYuLT+CAEGg5hKjv/i7mVf/pfzux3d87T8+/sW7Nr7bP/ZG33BBMy6XheD4uGd8vKOqsqmuJeH/ytnPPTM/+y48/oqoSktX2zgEyIukxM9lzZlEIewH6yupltDSWinp8HQ6TAv5VF3U3T7bujFx13x68HWu/yBvWyt2zEMUibyC6kGaPJ3Pj0bkypDVErIr3WpOmDnRGGVrIi3xiUZ3eKe66eFMYCx94S1u+NjScpYtZqIJ5KMUj6MpC5I0GZUPeaday+kd1bHW5HjI7dmpr3soV72QHHqXu7BfMLRLK6uWLWa6FA4FkhJ6oaD/kp69y5u6l5+oFoVOa80d+W1yOnaEOPOOKz1P3cDhTIAikIvUREY37YI8nSuMxrMeIVHvpxvDAVII2BRx9ZyJZSjaJ6gqARAhFbR0WuZ5RhAYhrmJgfPCQnZhIfvW2+fLwp4NG+o2dNc1NIQJ4qpvimEYhmEYhmFFCsdLGIZhGIZhGIZhNwpC2Ch2NoqdC9rkafG98jX7u2enh1+lz7/HIweCD7bLM+WZd3/yi8Ovvr/r0w88+Lv3PL6xY+/A+Gtnh5KSvLSw+QVufqHW4wnH2nPex3v3PDGnHjff/4U7Mbt03QwigMwSCp3KWHtT6mm/ubac7igDxOWt8EzFExvyJKiGaEXEVzHX9Hvx3/liMnUQnXjNnU8u2x1ucfmRm9ddnKFl5OzBuOz2Wi0hqzlg6HSsvzreXy1U5yaao+Vl+TV/mP/s19KxA+DUb1zZ2JUXM5Gk7eIcF2vopiKdTRd6+VhDINLTLm6UZ6pSYbfU+vn8p7+QVXtR3z5+4ix3rcVMEPHI4N5POIeISI3Xud8bXyuc8wYq7lG3fyrtjyhD7/Hn3xOV/DU3zVv8HknAkhZDFby8ohgFeSCn9s2nKtzRhoBYHQo4zDUOZ4IQsBwtujiEgKoauZxqmjbP04LA3Ph6JgBAPJF/+50Lb79zweXiujqrN/U0dHZWUxRx/SsxDMMwDMMwrBjc1njp937v9xYWFq7/dbdFa2vralcBwzAMwzAMw7BiVck1PlbZmNR397oPeGvf+twzU8O/Js+8LS6eOQQBogndkqdf/dcf/eanb+14dOdj/8uuR770RO9U5MVT/aOx1NKi8nmu9wTHsg+m2iXfHb33bpsizudOvuq6tPkeAAAARACVIVQyl0ZH0sapiNIWojZWwSVnBTkWU5hrLMw1RgOxgZq5uvsiDzycgGe0M2+Jy4sCAAAIEc+aHGOatpI/l8n3CWZz2GwLIZGRI1454p0TjfHWeG9tsvGe/K5Ppbhh7cxbwvJDlT5YzAQRgIhjTZYxfbZamJOl8bj+jnu2vWz2rprJ5lRfKFOxVl6/JXNvKjG8nz37rihnL4VeV8iZSOiURTLg37IKw45v9M3s8EzWudwus+Uz0pOfyzj91vn3xOFjvG1d4/eDAACQACRwXJzuYg3LJgoZpRDLWVRkvsYbqQ94wv6ARV/jcCYIgSAwgsA4DlIUPZtVTMvhOVoQGJ5nrnbVhxUK2vET48dPjIsC295euW5d7YYNddzNJFUYhmEYhmEY9gl0W+Olb33rW7fz7TDslhsZGXn++eeX/gvP81/+8pe9Xu9qVQnDMAzDMAxbRSG2enfF59OB+0+493JfffvzeyZGX6NOv+n64CAlxEANmHP7Xvzle68d3Pno9ke/uut7n3loaCHxxrnh4+OzzpJThXSd6jvnJ4h7Z5qkyjUX7tgwfP9M7MSr7gsHliY6gIQGADGop5kLOXMgYbQG0YZK6FmWHlnp8mS6PCm0DdfO1rRPb9wU3zGXuPAO/6ETngCEgKGsoKfgcxRpsiANzuuVfrO9zK502TKTOluT6quZaEj3NSTqK9Ldf5zd8bXk+AH65OuuXOLKi5loyvKJtldQFUPJn8ipJ9lcoz+2pWO4UxmqSlS4821P5p76TMa6YJ3fLy4Pq5ZtmgchABCJliaciNrHiXjIN7UzMNPtvRD2ljfqa9dm7vuj2PQR9tw+fnaQu4FN8y5u5ecVVNWgC7OyOpFURDbX4CcawwHeFbjm4UwEAV0uzuXiLNtWZCOTlVPpgsCzgsBw3E2kRLKin+6dOt07Rf+E7Giv6ulpWL+uVhBuIqnCMAzDMAzDsEWjo6Mvv/yys+ScVwCApmm3sw7wmqekYhgGAAB/+7d/+yd/8idXe/WZZ5754Q9/eDvrc7Msy8pkMi6Xi+f51a7LraeqaqFQCAaDBFGCO41ks1kAgM/nW+2K3HqWZQ0NDVVUVIRCoet/dbEp7WaZz+ctywoEAqtdkY9FIpEQBEEUxdWuyK2n63o+n/f7/RRVgnsjz87Oqqra1ta22hX5WCSTSZ7nS7JZmqaZzWZ9Ph9Nl8gyjoKdHVCPJtQ3m5SpiXfI4y+7NHnZjUBzGAQD3Xd1P/zle2vWVMYlee/Q1MHRGcOyP1xabZ1aVTfS5Tlfnc2de4s//aZLK6y8rdiItIDHcTxmjU/vriAq3VeoFmWxFZHymrkeb6RTT43tp08tC4eWcRCUdTarcLooWK0hoyUEFjdzgwAGVH9zqqYy0e1J9XApc9jpfVMcPHJxS8AlLg0wIUJAN6m8xsk6YwVEfX3Q2sz56jNVwWy9kNvgSjVr0uB73Jm3F89VWnH5ChA5IC+K0Y4guZUur1VCfrlJKKzlM4GkNvQ+f26vkI1d+3CmJUUhYDuErDF5jTMdEoVEq8FP1YV9gPHq0NJNhmGufRM3TVvTTEU1HBtxHM3z9E3lTJdQFNHcXLa2q7Krs8rlYj9CCTdFlmVFUcLh8Mf9RqsinU5TFOXxeFa7Irfe4oDO4/Gw7MfeSG6/0m6WY2NjJEk2NjaudkVuPcdxUqkUnmcoRiU8z1DazTKbzc7NzbW1tTFMCT6YgucZPpru7u65ublrvO9tmHMjn3vuuY/7PTCs2B09evStt9662qtdXV2PPfbY7azPzXIcR9M0hmFKZu5mKcuyDMMQBAHCEjwwefGJA45buZtNCXAcJ5lMulwuQRBWuy63Xmk3S13XHccpyf46AEBRFJqmS7K/btu2rus8z5fkIHlxNBIMBle7Ih+LEm6Wi10UjuNI8qq7kxUXhuCqmdZabmeCqZebovc9FvW59YVx2jIu/t1R0KZhITIzu+/XZ8d6pxvqK+65o21nSx1HU5GsZNjLQqZ8jo7MVEyn2jOBcPXm9MOPx71+MzFL68rlv2ICIgpqJJRAXmFHCtyCrEEEAwJYev9xCDvvy83VjWXLBxm/0KU/uCfTtqag5slMdGXIBCFgKcvDaQLSiYgMB9NQNZGHRQwFVFqNeKLj5aMFfx/yqBXE2u3q7k+lXH47OUcbl2sFP/gPQQgo0hEY08PplGaAMZk6KZkj3HyhZsoMjTuucVrwtTsPPJnp2SYBAqTmKNsiPrh8JQgBZxnB+bz3ZC5zlp6IBmYI77jtnhWFsi7nwSfTnZsUggapCG1b1/mggxAQBOJo28NpAmMBxXRmZTAS11Q1ITiKhyYJggPXapYkSbAs5RJZQWAchGTFkPKqaToQApIkb/z+7zgolSoMDkYPvT82OBjN5zWvh//41jOZpmmaZknG1QAAVVUJgijJAGbx05Jl2ZJ8RqS0m2U6nSYIwu/3r3ZFbj2EkKqqeJ6hGJXwPENpN0tN0/L5fDAYLJme81J4nuGj+eEPfyhJ0tVe/fa3v30b5tzw6iUMu76XXnrp6aefBgC0tbXt2bNn6UvhcPhrX/vaJ/yhD8uyUqmU2+0uyXl8RVEkSQqHwyU5YZpOpwEAJfn4hmVZFy5cqKqqKisrW+263Hql3Syz2axlWSW57AwAEIvFRFF0uVyrXZFbT9O0XC4XDAZLcmZqenpaVdX29vbVrsjHIh6PC4JQks3SMIxMJuP3+0syPEvlkgPZYxnnlTp9YOxdeOQlTz65bC5AdRgD+Ts3dXz6aw+v29FhOc6R0ZmXewfm0rkPlybyTmdXqjF4uIuYmj1BHXnRExlZ+UNDAOqOAIkg7fPKbQG7sxzSV7gNEXzBVTPfVj68yRX1RNTTvxH69gmmfoWvRACYNiVpfEFnjbDLbC+zazyLwQ9CiAho/qZkS210iyfRzaXnT5K9b7omz3FXGl8u/hNECCgGk1N4zaLtCpfZEdLX8q6GbGVZutOX3CCmWoE0fpzt2yesOHTqSj9giBBQIROtCurdgm+DVVEhrfHmu4R0C5QmT7F9+8Wx05xjwxtYzwQRAo4DFYOVNFazKMDTqCkAGkOi6A6YtODc0N3cth1NMxXF0HWTZWlBYHiBIT7SvGRlpW9TT8O6dbX1dbc4NS8UCrIsl5eX39piPyGSySRFUZ/wodlHszig83q9JTkdXNrNcmRkhCTJ5ubm1a7Irec4TiKRwPMMxaiE5xlKu1mm0+mZmZnOzs6S7DnjeYaPZmRk5Kc//amqqkv/8fvf//5iipxOp2/D8w04XsKw67sUL+3Zs+fFF19c7ercNBwvFa8S7vbheKl44W5fkcLxUvHC8VKRyufzmqb5Q76B3NG53M/qnAszh9CBn3mW7AIHAACqw2iOt6G95Znfe2jLIxsRBL1TkTfOjZyfi364TIqy29fk2quOruPGM4Pg8K/coyf5FeM5BIDm8JAIcaLHbAvK7UF4pS3XIGmzZZGG2ok7vJNtTrZ/L3fsFXc2duXPB8shCgYvqbwhsGZryGoJOhQBAIAQAhrxdZmK+vidlbMbhbQnpZ95Rzz7jijnrvhcLQIAIARNm8yrnKSxDsdYzUF9fZBoNAO1qfpQYoM7eYcrBaPOub3C2XdFOUuuuHxliQjaDpEhxWSdn7ibDnTo9eFclyu7yZXmcubg+/y5fWJ0grna5St+KggB0yIljZN01kEQ+AWnJUg1ht2AvfbhTEvZjqOppqoaumYxLCUIjCAwH+3592DQ1b2+tqenobmp7JY8QV/a8/g4XipSpd0scbxUpEp7QFfC8wyl3SxxvFS8bvM8QyAQyGQy4HbFS3hzPAy7vqGhoRdeeAEA0NHR8eyzz652dW6a4ziqqrIsW5Krg03TNAxDFMWSXLS++ABCSa4OdhwnHo+73e6S3AejtJulpmmO45Rkfx0AIMsywzAl2V+3LEvXdUEQSnKQnMvlSng0IstyqW6OZ9u2pmk8z5fqFh+WZXlcngq+ocX7SI5aL1Uldjw0VVmtJecoJX/xW6ahzRNKNhnf/1bfodd7PTy/dWv7vZ1NdzRWG5Y1m84tjUQch4gn+IGJtgV7A9+o33n//OZ7c5AAsUnGsS/ecSAANLQokFf1vBVVXUNZtw5UngTC8n4gIqyCNxlpGEjXjzD+wNrCo3uSrWtVrUCk51f2GAmIOMp0cyrjGDCikcMpUDCQiwUcDRxoZfjsZGggUt1rBLJ+sqVHefTpVGWjoRWID+VVcDGTIglHYE0Pr1HIshc06nySGDXUBd90oX5QCZ4xvQUvuWaD8qlPp+q7dMuEqQiFEFyy7d6SEiEgCCQCI5TNCb2FwhFyfNQ/DENnnWCCY2o7jAceT6/brrCCk56nTe36m+aRpCOwpofTGMpyFNueLaCBBT0rZQRHDTI2Qiwi4JX27lvy44IMQwkC63bzBISKamayiq5bAACKIm+qb6CqxuRU8sjRsYOHhiORDEkQoZCbID5678IwDNM0SzKuBgAoikIQREkGMIsDOo7jSvIZkdJulqlUiiCIkpzHRwgpioLnGYpRCc8zlHazVFU1l8uFw+GS7DnjeYZb6Pnnn19cvfSd73znNvyl43gJw64Px0ufZLjbV6RwvFS8cLevSOF4qXjheKlILcZLi7c5CIkQW93keVhmtspVie2PTNa3yOkFSkpfDpkEUink0gf2Xnjv1VMsQXZvbLmzreGe9kaGJGfTOXP5sUypDDUw0TiW62FruPVb53Y8kmF4FJ+mTf3yfYeGNgMLuiUVYgVhWArmTJ0EjocFy+9NjsbnY5WjkdY+s4KpV7fvSm+9LwcJkJihbWtlkMOSlotTWdIg0gY1kqWTigMB8vIAAqRSyrx3bKz2TC7UD92hJuOe3Zk77pNoDqXmllVssTAAAAEBR5seQeMZE+UtNCGx/WlnjsnmqgdS1b1acAi4PJXWXfdktz0siT47F6dUifjg8ivkTDRpexw1EMuTh9XEcXZkIXiODPfZftNHdmyUH/50uq7LQBBm5inHvm7OhBjKcbG6h9NJiMyshSYy5tCCoqsZLzSCnGPa1z6c6WKVaFIQGI+HpyhC08xsVta0j5IzGYYViWROnpp878Dg/HzWcVAw4KKom/48L+15fBwvFanSbpY4XipSpT2gK+F5htJuljheKl44XsKw33Y4Xvokw92+IoXjpeKFu31FCsdLxQvHS0Vqaby0CELoZ8oaPQ9Z3D16OLtl9+ia7kIuSWaiF+eLaWiLpKJImfffG3znV8eQbnd1N/U01zy0rtUr8LPpnGqYS99Ckomhqar+WA8RDrf2RB58KhGqtpYujQIAUNBhoWKjXDaZZyaVsqRJQKh7GbBiBYxNqZnA5Myak7mGQphYvy21+8mMv8xKR5eVBhZXRxGOi9E4VgOyQU4r9EwO2o7t4QBJQBsaaTE+Xn5mtuaEEURBu3tTfteeTEWDocnEpe90aXkQAJp0XJwucjq0HGdepfoT1KRmxLwz2YbebNlxM6gLoG2dsvup9JotKiBAKkJ9EH1dIWciCMTTZsCUXRMFc68VOenqz4RPU+VzBB+otO7ckb3zsXyjqIrEAAAgAElEQVRZrWVoRDZGg2uuQ1pcGsUxlofXeNaEDrITOhpJ6qPRAjQK5QzwsY7u3MimeRRF8jzjcvEURei6lckqiqIjBCiKuKnVSKZpRyKZ3t6pvfv6p6aStoOCQRdN3+hfUGnP4+N4qUiVdrPE8VKRKu0BXQnPM5R2s8TxUvHC8RKG/bbD8dInGe72FSkcLxUv3O0rUjheKl44XipSH46XLnFTgWr3LoO5R/MlN9073rZBlnOXt6SjoS2Sqq7mjx8deeuXR03dWtNZ31Vf8cj6trqgL54vZORlh/dqOhyZCZ6e3gjc1Q1dC/c9mqhq0ZU8uTTLISHiCM1B+XQ660zLwSk5wLCSSIEVy18QtGTX/Gzj2VjbAu9u7Ew9+ESysUu3DJico8DyEIWCSKANgVVJSwfzGjOWoXXbFlnEkgAAR6WliO/CcMORXMUsw9W2KPftTq/fqTC8k5ilLOMKH0QkgQTG9Aoqx1gwbzqTEj2UhlFKyladj9Ufk8r7kVsM21vvzG1/PB+utQwNLvker7yYyc0YQU0SBgraXme4z3/SqDwBynWBqG7W7nkwu+FB2eWzcwlalcjr5kw06Yis6eVVgTEJy7bnZet8VJpJ5hlTr+ZpNwtUh7xmIYvlUBTJcbTbzbEsbRhWPqfK8kfJmRwHxeL5s+dm3nn3wsDgvK6bgYCL467T2y/teXwcLxWp0m6WOF4qUqU9oCvheYbSbpY4XipeOF7CsN92OF76JMPdviKF46Xihbt9RQrHS8ULx0tF6hrx0iI3Hah0P4i43Zo327NzpGtbwdBhfPpiikND20WqjpHvPTbyyk/eTyWyazobWmrLHuhqWV9bkVf1aK6wtDTbBmPzvmNj62W6tX5NcueDsTVbFdMgEjOLpxYBcDFkMkiQz8tZaTLrG5OqSEYTaYtZ+bHgGGx8oersTNegWRFoknbem+i5t0CzKDlLW8bypUIQcaTlYhWWVGFKpoazXFKheNp00QBA4EAjLc6MVB2drj9pBrgKfevmzD1P5cuvupjpYpDj4gwPrzGOCWIK7E/SM6qR9S6k6k7Gqg9pYYWHLa2FHQ9mu3aqLO+k56kPDlW64qZ5iKFsN6UH8xJzUsnvh2eGy44RNRegj/Wi7vXSjieybVtUmkWZBdrUievmTBTpCKzp5TWRNSnNsGckvW8+E8vk3A7V7He7OVMyiOvlTAAAkiQ4jna5OI5jLMvO5RVZNpCDbjZnQghkMnL/QGTf/oGBwflCQfO4eVFkr/jFpT2Pj+OlIlXazRLHS0WqtAd0JTzPUNrNEsdLxQvHSxj22w7HS59kuNtXpHC8VLxwt69I4XipeOF4qUhdN15aJFDeCtd9lPCY5sp1bR3puVcyTRCbpBczIQo6AqmTtjTUN/HSjw5NjM+3d9TXV4e3tzVsb2uAEE6nsraDLpWGEJyJi8fGumJWR12jvHVnpGd3gRVQbPJyLAQBYAiLhQVVz6amk8xgts6mKS+vMCvvWcgh8+ngwFTHqVwjU27esSWx47Gsr8zOxkk5t3LHPIpwBNoQWYVQVTiRZ6YkjiBQgF88M8pR6exc4OxA04FslSTANW3S9gczbVtUAJfudLcMAQFLW25Od7EGWTDAeI4cz8EMpeTL+6cb3s9VDSGXP6jdcUdu+558XZdhmTAVuZSlrcyZIAQERCxteaDmjxXIg8r8QfboXOUhsibD0KGwsXlLbusTUnWrgRyYnqeRszKmWgFCQJGIo00vp/OUSUqqPZ6VeucW0hkpSIpNfo+LMyXr2r/9i98pAVmWcokcz9GWZRcKWqGgOx81ZxoaWtj/3uDp3qlCQWM52udddr8u7Xl8HC8VqdJuljheKlKlPaAr4XmG0m6WOF4qXjhewrDfdjhe+iTD3b4iheOl4oW7fUUKx0vFC8dLReoG46VFLOEKifeywtMKr3VsGuy5P+cgEJukHRsCAEiIeMLgQGF2dPblnxweGptra6urqgxsrK96oKuFo6mZVM6w7KUFRjPcsbG2oVR3RTXc0DO79dG8y2cnZmldufwJQEGHJVTk5FILMas/XV8ggh5XlifQytpBveAenWk9HumQPWxLV+KBJ9JN3bqhLY1zLiIgYElLZFUeycRCnhhI8yZiAoLNko6DgAP1lDg8VLdvqmkAecPV8vbt2W2PS/4yO58iC5krNAMIAUkggTW9vC4glYpKcCBFJHUr716I1x6eaTwoVRQ4UFur3HVPduNuRfTauSSpSpeKukLORBIOx1g+W/FPSWifNvC+f3+27iRdaXKwuVHZvDO/+bFCoMJWZZhP0B9eDrWiehAimrJ5xvRyukhqdEa2BhPJ/oVIPqdUsWWNoYCLV/P6jTQDgoAMQwkCy/OMbTuSpEkFzbYciiJu9qO7UNBGRqPvvz9y7Ph4MimxHO33ixDC0p7Hx/FSkSrtZonjpSJV2gO6Ep5nKO1mieOl4oXjJQz7bYfjpU8y3O0rUjheKl6421ekcLxUvHC8VKRuKl5aRBNcULibF39H4+SW7tFtj2QoDkUnaMuEAAAIAEtYPCzExmZf+enBU73jTU3VVdWhruryT3W3V/rcc+m8pC2LMXIKfXqivjeysbKcWdsdufPJXGWLno1T+eTlGWoCIgaaJMilE7HcYLwyZjcG/AUXZaKVMZNlsjOR2hOTG2ZBqKIhvf3eZPd9CsWg5IfOUoIAkITD0YZIK2Q6BweTTFQTPDwRFE3LAQA4Kh2fDh3tbz2Ur0Aeq2dd5q5P5S8uZpq78mKmxU3zBMbwchoryeREBoznYJ5Q1LL+icb90foB5BZ92qYNubsez19pXdSVcibS4SjLr8meAUl51zl1umyv3jDJed1us6tD2vRgoWuHKnqdXJzUZPJGcqbF9UxuTnchlY7nzb6FyPD8pJLX60R/jdfr5gxJ/9DP9YqlXcyZRIFFDpAkvVDQLMsmSYIkb+4zXFGMyankkaNjR46OxWJ527Ldbsbtdt9UIcUCx0tFCsdLRaq05/FLe0BXwvMMpd0scbxUvHC8hGG/7XC89EmGu31FCsdLxQt3+4oUjpeKF46XitRHiJcWkQTrE7aL4rNZ2hXuGN/xSIxindjUxQgHAkATNk+o+UjkjZ8fPnTwfGV1uLq+rCHkf2hda33In5bVVEFZWqBqUKenag6Mb3b5ymtbU9sfjjd2a4YGk3MXz3m6WCy0aViQ87HYwKw4KrW5vCAgysheUT2EiEQyfGK4qz/XKFSZ3ZuT9z6VDVZbmSglZ1f+HiEEDGnxjMbpeTCRJEZSIsdxlV5AEZZlAwfKSXffQOPbEy0Jmq6sKWy5O7f5UdlfbueTVygNXExxAEvbLtZwA4WJ5ajBJEoajirEEtVHR1sOSJU6D+oq5Z5t+c2PFkK1lqnBbGzpjPyynOlSLMQTRiAvCaekhbfJff01B8g6RaDDIa17Q37zY4XmjTpBoVSEsi3ixnImh6NNN6u7LIWez2pn5yMzyf+fvfuMjiM77wZ/b+WqzhnoRs4AwZzTMEziZE3WiCNpZL0jj7yr4/WujtfyK3ut10GS10eyzvFZWbKCNZI8kmYkajI5zJkESZBEzjk1OqfKYT80CYIgwDQkQbTv71OH6tu32UV01f3Xc++AnBYLOVeRzeEwiXER3FzORJI4x1EcRwEAeV5KZyRVuZ2cSRSVoaFI4/nBEyf7gsGUrhsup5kgcuoXAcVLCxSKlxao3B7Hz+0TuhweZ8jt3RLFSwtXbsdLOXhogiB3TyaT6evrm/6I2+22Wq3z1R8EQRAEQRAkJ5E4W+n8gmbsHEx+XL/z1xue7Tv/CX3s95ZU5NKAAgVViohn2hu//XqHs658558+u+nB5evKC9eVF/ZNRj+82HGsa1CfVikjq/Dtk+UAlC8tj6wrP/OZ/7vzwfFEwwfmxj0mRZo+Y55GwLiSSnTuGSIZ15rNK6V6b7OQ0q8puhkdz3tn8gmc5uurulaub/qTbaFIL3bqPWvLYTY7p98UCACJqzY2rRsZ6UJUamTJkoBtaaFkZ9IZUZE1MWrat2/FAXy5t2JiS13X2m1jX9kxMd5DNu4xNx/kpnfvSpvQIAnNbhbsuijH05kT4xnWnCnyxePe37Xmv+0SyipHN5f0r9gc2rl9MjxCXtxvurjPdHVkNdVJAwAjGwsxtMIYqrc1LV4gDlgsH2woLHtI3Fw8XF8VfaIu+ujrsa4GtvmgqeccM+0zzhoTGRACiBsUplCEajd4OZ7iT40LZ3svBrx6udNc4CoyWxwamRxKAv3G+wOEkGFIhiEBAKKkpNNidnEmlqUo6tZO6gVBOd3Qe7qhl6aJ+vrCRXX+RXUFNlsODjIiCIIgCILkvLGxsWyYNEXXb+Lg8s6Bxs0U5yPIf29vvvnmF7/4xVmfwjDs+9///le+8pV73KVboqpqJBKxWCw5eRUAz/OpVMrj8eTk9fjRaBQAkJMXu6mq2tbWlp+f7/F45rsvd15u75bxeDyHy0SCwaDJZMrJ62dFUUwkEi6XKycvfB4aGhIEobq6er47cldMTk5yHJeTu6Usy7FYzOFw5GRtVjKZFEXR6/V++qYMwxgVzkX4XznV5q7D2OHfWKJjV/1H1gEUNIYrDjz1+ScffXo9xCAAIJhM727pOdI5ICrqtW3aLPxDyzpr7Oe4TOb8Xrbh/SvB1XSKQRnAWlxfza4tb6NU4XJTqqpi2JUFgTBcc+QNr65oqzWPONJ84x7z2Q9MmcTsl9YaBtR0TFRoxe1Sa0r0KjcvKRlenjoTppxCefXI1vK+FZYwIyptR01nPjBNDl5vJzEMaBhQUoi0Sie9brHcq+VbDFJnCpJ1lcOb84fr2Zgdkwea6MY95o6TMwOwbBvXNmgYUFSJqNcqbneWrktt8I8uYqMBWkhHsPZj3MUDpok+ataXz9VDYEBVw3iFFM3meMCnV3g4u6nAZPYAOjmUNNRbOzdXFY0XZFnRMAhZlmQY8oZX2eu6ruv6tT8EbrelfpG/flFBWZln4ZY0hcNhgiDsdvt8d+TOy57Q2Wy2nKzNSqfTmUzG5/PNd0fuiu7uboIgSktL57sjd56u66FQCI0zLEQ5PM6Q27tlLBYbHh6uqanJySNnNM5we1577bXshFuzikajDofjjr/pDCheQpAb+9a3vnWdaSS3bt36m9/85h5255apqhqLxUwmU07+vvI8n8lkXC5XTh72xWIxAMA9+DG491RV7ezs9Pl8OXn0kNu7ZXYWMpfLNd8duStCoRDHcTk5Z6MoiqlUyuFw5GS8NDw8LIpiZWXlfHfkrgiHwyzL5uRuKctyIpGw2Ww5eZKcSqUkSbqzP3OTau+k/Du3cXH0qHrkbXN4+KqJXwwAJY0k/a61zz/0zFObMBwDAAiKeqJv9JO2vrggXdsgRiiravpXF18owSc7j9HH37GEhmaZTEY3MNUw+cqKPWvq+z3keIafES9Noa3x8vLulXnd1URs5Axx+l3LcDs962cxADAMqGqEQnFiVYleXygRuCDIgqhkkxoMN2zl4eU1/atd44u4RLwPNu6xNB0wqfKcCYoBADCgrkNeJiWzOVLgl8vcBokDq2IvjSwqGVntCNazMSypNR/gzu81R8dmnTln+gkyNAxg6NAwIK9TiRqHvNVSXp9Y6xurpWMBWggPEU0HZ9RFXf/8GhoGmMqZBJWUvNZIfkApsjMcmUebnDqphkRDurVrTjVVFyVFEFUAAEMTDEPOFRHNFS9NoWmisNBRU+2rrc1z2BfYuUMkEiEIwmazzXdH7rzsCZ3FYsnJeCmTyfA8n5PXnAEAent7CYIoLi6e747cebquRyIRNM6wEOXwOENu75bxeHx0dLSysjInj5zROMNtMAyjpKREkmY5yM+amJi4B1dvoHgJQW7s7bfffumllwAAJpNpxiWoLMv+67/+67Zt2+apazcFVS8tXDl8VZGqqq2trX6/PyfPJHN7t0RXFS1QuV29NDg4KAhCTU3NfHfkrkDVSwvUHaxemmFCGuiO/4GRDwuNiUNvmce6r/rXMwBUdRx321Y+/+BrX3qOpikAgKJpJ3qG9rX2dgcj1zYIMd2XF9xYfaHONBBv0U6/Z+5qmGWqNANAzaDMTm/do5tH8pjOZArO8TNH0KIpb3BpUUedadI8LDR+Yrq436TNEQsZBtQNqBg0LPelKythoSPDS3xGluRLlVKsO+OrnFhdPLTEFAmImeb9XOMn5tj49f6UZUuFNA0TACUUuUMFRbqTBZhB+DLuktDKwpF6LlLLJpL9sHGPpeUwJwszPogBAJweFGUDIcOAhgEyBJVc79XX0ZVlkRXOyRo67ifFwSbq4gFTxwl22lR+N5Ez6RAAqOqYBEkp4JrMC6h5FookPAzrAawREjHlFuuZNF3gJV5QdU3P1jPRNDm9oumG8dJ0+fn2RXX+utpAWZmHJBfAMg+oemmByu3qpa6uLoIgysrK5rsjd15ul4nk9gldDo8z5PZuGY1Gh4eHa2trc/LIGY0z3J4f/OAHP/zhD2fMhjc4OJh9BFUvIcj9YteuXc899xwA4Nlnn/3DH/4w3925ZSheWrhy+LBPVdWWlha/3383xt3mXW7vluiwb4FC8dLCheKlBeruxUtZYWm8Nf6RLu7B2yeOvcX0XZgx6Ax1AzOsXP1TG17/6mtW66WLJUeiicMd/ftae9KSfE2TBmONLSnvXulrM4+kTr1rbj3CaurMTMgA0DBwnLEse2idY/OKc/HIUCQ+aw8hptPO8byC7uXO0TI5OnCQbPjAkgzPMWMegMCAmo4RPrNQXSlXlSgG4HkpnZE0VQcA4KRqKwsXlU2scE3U0XGtU2vcY+44xerX9HBamyCbCSkqrju5UKAwUeADBKYzurU44ikKLXZPLmZj5Xqy6zhzYZ9ptGP2QqtpQdGV2iNdh7yTEx52G0uxSl+o3hKtoeMuRcxOmjfaQU87z77OGTc0jGwnQTZn0jhaLHJPOPyq04zjmIdhPRiNRVVMvrXTdl03BEHmeVmSFYokWJbiOArHMV3XNU271QXPKYooK/PU1viXLCnMz7t/wxsULy1QOR8v4TheXl4+3x2583J7HD+3T+hyeJwht3fLaDQ6NDRUV1eXk0fOaJzhDnI6ndkixXsTL+Xg+AKCIAiCIAiCIEhuc9P5W3xfTirPNnGHltW8t6Zj+Pzv8a4zzOVUw8CgBlKptv/a+3++e7jm6WVffP2rHpejwGnbuWHZS2uXnO0f2dvS0zwyMa1JKCadDefXXuDqAoW9a77StWZnqO0jqnG3ScxcGVyDwIBQ1aV444d7wMdHlm+rf/rJJzox+eg1izwZOiaGAwPhwLg5zuQNlG0Z2vJoBJ6VGj9kR64JciAwADRwXDdCCXryHHuumV7iCxctsvkdoqhkMhLPw2hnXrQzr8uddlcEKwMT9X8WW/elcO8B6sInpkRolhNbCACABoQGRRogmSpItOV3dWlF9hF7YZp3pzs9g46yY6WhgD9cuzq65oG4K5xoO8Bc3GfKxLHsq6e3lP1MEAIIDQAgxIA5kTa/ndF+C0eKzZ3bKqlavcQTrVqb3Lw17kpG2o+wjXstsTFi+suv6aMBIQDQgAAahkFCgxB5umvYpI8qBCXn24OO/Am/HdCYzUR5MIZM6YwMru7b7DAMmky0yUQbhiEKSoaX4wmewDGaISgSJwjyRos0XUWW1Y6O8Y6O8V1/POd2W2pr/DU1+fWLCmgajScgCIIgCIL8t4YOBxEEQRAEQRAEQRYkK+nc5Hku7dh+3ny4tGZPdXd/9x+0zlO0rl9KDyDQQUZsf+v0N/5wrnRb6Wde/R+LFteQOLa+omh9RdGsxUwyb+nvXDbUV2dxjyx+quOZZ8fjh5RT75kTk1dOHiEwADCAnjm/v+H8/vO+4rwXH3+EXVl2MjjZMhqcMUOGlLZLPcuaBus6XSPOioFFfxNcOZYcPoA17Z+5kNJUIARESTw9zJ0cJTysWFpMlVc4C0yiqPC8zEfh0CnzKFl6vjTkKw1WPRx94MkY1y02f8K1n2QNbZbYBEIDQAMCAHWF6A+XGhGVoMR8+5ijIBopiJAF7YGUpyTk90TKn0o9/kKc6JYu7jHNVho1e85kGUla3kwpAOurdXRucR+qlAsciYoHUzuejLPDUsshU8shjk/iN5kzAWCQmE7oGjsqmoeDUhOp5tmC9vzegN1gSY4h3TjNpAxOxW4mIYIQshzFchQAhiiqPC/FYnw8LjAMyTAky1I4fmsX5ofDqaPHOo8e6yQIvKLCW1vjr6nxFxfl5koJCIIgCIIgyPWheAlBEARBEARBEGQBMxP2ze5nBMeDTZZjmYp95UPdg3/kWw8zujYVMhlAUvp2d//Lx3/trHY9+PIzDz/1KEmT1ylm0hQqPl52LFh8wTWev6Jn/fZR4ny88Y/cjKWeIDAAkCcHh9/74c8hblq6acmfPrQ17KYPdw+EUpnpW2oKxU+UCZMlEfsE4xv0vzi56dm4ekRp2s3ONmOeAbPFTNE0FWnDGrrIYluqpJIp8zudJlFUBEGJ9+ZFu3xDntT58klffrT09eRjOxPJw/qFveZ0ZPYp+LI5EwYApYvUSJAbCsmtVDrfHRnxTwyWj5uKe8rCjQVhry9V+ZXU059PJo6Bi/u56Ni1U8nNkjNRhu7uCIP2iIwT3UtsvVsdp8u8botQ/kLqqc8m5PNayyG2pzEbgE0PhmZETQYAAEIA8UvZFW7oYDJkmggLLaTqsYRd+cMBu26hSQO6Mdoq46wIsZuqRYIMQ1IUbrHQmmYIgpJMitFohqIJlqVYhqSoWxscUFUtW9IEwDmXy1y/qGBRXaC6Oh+VNCEIgiAIgvz3gY78EARBEARBEARBFjwWN6917Vjh2NbmaMgU73/o5bbwh/Gm3fRUhRAEBg7VRFfw9//rJ+/8v7+u2r70lS99vrgqMFXMNBxNHOno39fWkxYvFTMZOp4KFaRCBcO2sM07VP//9K8Yjw5+jLccYg19RkaiGVrywuHj5w+f4ayujY9t8W2oaxLTZ/pHVO3KasOGjglRvxD1p7nkkHfYumms+OG4rS09vgcOXGRmWxfYgNAgcRmMRExDUeUIZRR6teJSttrjdJokSeF5ZuSMbRQqfaVhb9mk88F0zWMJR29y9ADRfmJGJ8HlfwcAoAGgQWA6YWjc6IhjaFzAmJjbk+5yxwvq+j1Cb1nY44vYH5CqHklsGIuPHiRaD3OycG2hz5X2YbbuCkDakL0XwsZ5yDN0+3Jr7xZ7Y5HLWiVXLE49pyX5s3rLAXa4nb782huUNF2pkcJ1IyFZY1G+nZRYLuHxhApdEx4TboFunHYDhkxpUL+mjdkwDMUwlMMBVFUXRVkUlWRSgBCyDMmyFMOQ2E1VRl0RiaQPH+k4fKQDw2BpqWfJ4sKaGn9RoRPe0hx8CIIgCIIgyEKzIOOleDyenW/BbDbf6qqkCIIgCIIgCIIguYrE6KX2zfW29e2OMxfyDm54ujPyfqj7E2x6NAKhDsVM90cn/+aDs97FBTteeXHLo2tJiih02nZuWPb86vqjnQP7Wnv6QtGplwgJt5BwR0crLb4h/87BTc+EM/uU5k9YRZqRuBgQSEJy7MBvf2v8zlxYWfnKoxvhUt/R4ZH+UGz6dgpvVQYWZUYq4+5RrnDY+rXkylhSPiR27GNkcdbp2nQMAzQQwcgwMTSmnGTkogK8ushRZHc4TJKk8BOmzr482p4erJh054W9r4nrP5sEp6Xmj9hUZPbT3qmcicR00lCtkYw4MSpcZKNOV6jAOVFaxBXFhopDLkfS/oK87MUkeZ4fO4YPXGRni8HAVFB0eS4+aJIF0ynROAnjLm5sg3VojdXldZiWqhVrU4sjqdQZ0Lyfiwfxy6+9qanzIKZZcN2sS46JBD80KBJMwuWJBGzBgA1ymAvSfoqjM4YqarN2cQaCwMxmxmxmAACSpAiCkkzy4YhOUzjLUixLkeTsdWBz0XWjt3eyt3cSgHMWC1NXG1iypLC2xs9xObgIOYIgCIIgCLIA4qVMJvPRRx8dO3bs+PHj/f39sVhsai7vvXv3PvTQQ/PbPeSuUlV1cnIyGAx6vV6fz0cQC2CPRRAEQRAEQZD5hUOi3rZ+kXXdqK+ntfCU8+UT4tHRoT1KsO/KxXkQGBQmx1v7f/U//+VX/2itfXDdzj95tqA8jyGJh+srHq6v6JuM7mvrOdo5KCpK9iUyb4n0L4qPlvc7RqyPjC15coI6neo7SAX7Z17zB4EOjeRoV+NQZwvJOFZt2/Dw5roRC3a0ezAlSlOb6SqVmSjlgyUZeyjiGWaeCAceT1Mn+egxELqmTQAAAAaABoHrhKEyA51id79qtojlJWRNnsNtcjhMkmRJtLkmm/ixkonhoohpI5+/RahoSUcPguFmSp+tmAlMy5kYSmKAbIulhMkxoZmL+TyjhQWjFaS1JDxWEDYvFm3LleXRlHZS6jlAZ+LY1dPcXdUemJYz2WJp2wcZ/QM4mW9RH7CMLzc5HHZmm1b+SMo6yMdPgvbDrCxMFTNdb+q8KzmToVkY3WxIzmiKD5LCOTrtdCb89kiR3WAIi5kMUCYPoDMxwZgjDZuBpkmaJgHgdN0QBFkQ5GRSwDDIMBTLkgxD3mopUiolnm7oPd3QCyEsKnQuXly4eHEhKmlCEARBEATJJff1YH0wGPzBD37wox/9KBqN3njry4aHh8vLy5XLp0A//vGPX3/99bvTQeRuSSaT//7v//7b3/724sWLmnbpyjsMw5YsWfLyyy+/8cYbdrt9fnuIIAiCIAiCIPc5CGEBW1nAVqbdT7fnN3CPHKzq6YzvT3UeoqZVCBkE1IAQ6/xgz1+9f9i3rPLpV57e9PAKnMDLvM6veNd8YeOKo50De1u7p8qPNJmJj5YkxkqjjgRXMVa8sX9bIiKcUJv3spnEjGIXA4eSLk2c2v3Hk7v3OX2Fjzy81ry8ukVMn0KK2gwAACAASURBVB8c0y/HHoYB+ZiXj3kxQk04xqkVI7YtsUWRJHVeGDhExiZmPWk1IDRYSgSyxLVGhQuMbLOr5YXkojyHwwSASYraR0ZknYiPFIWdZVFLnVCtJi2tfKwB9jQyhjZHzgQBAAaOayZMMAHRMZHIDNP8GXM6z9lTXE4uUW1F0XF3gntUdu2QSrvT2gV1qIHMJG4qZ8IBdE4kwG+T+tvYWKUFPmAO1bAWn0Q+Z5Q+m2Eu8ukzYOACrSnTXztXSdOMeibNbEjuTEpoG+ObqLTDIfrtnYWODjNl5nA/bSqgzVJC4nl51k89A4ZBk4k2mWgAgCSroiAnEtmSJoJlKY6jcHzW8rI5GYYxOBQZHIp88OEFi4WpqsxbvLhwyeJCVNKEIAiCIAiy0N2/8dLevXu/8IUvTExM3HjTqxUWFr7yyitvvvlm9u4vf/lLFC8tLB988MHrr79+7Vev6/qFCxcuXLjw/e9//z/+4z+efvrpe9+30dHRt99+e/ojHMc9+uijqKwKQRAEQRAEuW+ZCdtq58MrHNv7va3ti054Xz2uHg927ManVx1hQGcgH7/Y9JPz7T+1OVc+sWXnF3e4/a7rFDOJSaeYdMaHa7rsQfvm/vonRxydiaGjZMdJVr86v8GADkAyEWz7+Jc98NeOysV1rz64RCh3HOkfDibTU5vpKiGECoVQYYZNB91jps1jvocT5SNJ/azceYS5JrvKMnBMM9MZIArSxZBwlpW8bqwyj6rLo7M504R3uE+STfGB4klPXcS1XFihJpnz4tARYrSTnrOeCQIADIJQrbhqBbw6EcsM0emT5oTfMVlegS3WHYVxd1HMVCH5XhYWDae0ZrXvFB0bm+ukYEbOZLi64qATKiQxuMgOVtMT5WbnYp5crleAjLUrIzfrPaeZTAyb9trr50wAAgMAaMIlzpBdYkboDPLNVIY2yQFHb5Gjy8sxAM+3cX6Kg7zK89rNljRRBE0RNhunabokqTwvxxM8gWPZJZpomrzVSqRUSjzXOHCucSBb0lRT46+t8VdV5d3qak8IgiAIgiBILBY7cOCArl+1/KYs39QVRXcKvMnDynvsn/7pn775zW/esG9zTY7X1NS0dOnS7G0IYW9vb2lp6Z3vJXIX/OY3v9m5c+eM/xXXwjDszTff3Llz573p1Q9/+MM/+7M/m+vZN95447vf/e696cntUVU1FouZTCaO4+a7L3cez/OZTMblcmHYrV1HuSDEYjEAgMPhmO+O3Hmqqra3t+fn57vd7vnuy52X27tlIpHQNM3pdM53R+6KUCjEcZzJZJrvjtx5oiimUimHw5GTl0QMDw8LglBVVTXfHbkrwuEwy7I5uVvKspxIJGw2G0XlYBFDKpWSJOn+/JlLqKEO/uykeJjt6584IDft51R55uC+YuCSYfItqXz8+e1rty3GLhesiIp6qm/044sd4yl+xs8cZUqZPONl+X11RlBpkC7sM00OzP7NagamAjNFu1ZsXhrYVDnEGSd7RyVVvXZLyhojvaN2R7CCjtm70vHTsPPkXIszZUHDgLxMCzqrBHx4lQev9EASAwDIspoRJOAIWwMRjzfuZzLlYhxrlPtOUCMdzLRzz9lzDsMAwMAklczITIYySQG7WG7D63RHYczpTFppPsAI+aGk1qj1HKPCw+T1W7ucEkHDAMCAgpkOV9iMZYy1QnE5eYbWioiMbyKlNumdx+g5WrvOyfKlZnUdCgqZkSkeY+R8u1pk1/KtJIBunCnhrHaIhyO8LM/yz359sqJJoiKIiqZqFE0yNMGy1KfJh0wmuqLcU1Xlq63Nt1nZ224nGo3iOG6z2W67hftW9oTOYrEwDDPffbnzMpkMz/Mej2e+O3JX9PT04Diek0NSuq5HIhE0zrAQ5fA4Q27vlrFYbGRkpLq6OiePnNE4w+3ZuHFjS0vLXM9GIpF78E96P8ZLP/rRj954441rHw8EAkVFRaFQqKenJ/vIddZeqq+vb21tzd7+4Q9/OGuDyP3m1KlT27ZtE0Uxe5fjuNdee23Hjh35+fkTExN79+792c9+lk5furyRYZj9+/dv2LDhHnTs29/+9l//9V/P9ezjjz/+i1/84h5047ZpmhaNRs1mM8ve/tnafUsQhHQ6nauHffF4HACQk7NBqqra0dGRl5d3f467fUq5vVsmk0lVVdFh34IjSVIymXQ6nTh+a+u0LwjDw8OiKFZWVs53R+6KHI6XFEWJx+N2u50kZ11lZ2FLp9OiKN7PP3OKIQ+ILYPScY5vkk/Fzr3PhoZmfhG6gfEaDe3ulY+sevalrTaPJft4OBwOCcq58cipvlFJ1aa/BGI6Z494/P2r8wZ8E7HOfXTLIU4WZvlBNACUddIANrcvsHT7InxRXlM62Xt5Cr4ZbZLOEOsd8zmCNTDBNWUGT5I95xh9jjnusi9SNIKXaQEz6SVeotKNl7my6YyqahlJNqwhe2HY64kWc5kyPmE0Kl3H6ZvMmXQDFxUqIzMCxSmFNr7UitVCayDmcSfsHF9MZ4pTcf2idnWDN5UzSRQRDjjUVQxXZ3g9aY5Wi5lMQTKpX1C7TjCjnfTVl+HBaS3M/o8wM2fSacVn0QI2tdBOUKTdIAo4k582ZTJSNMrP3c7sdF2XJE2SVElUIA4ZhmQYkiI/1a+M12upq82vKPeUlrpudRa+aDRKEITVav00Hbg/ZU/orFYrTdPz3Zc7L7fjpd7eXhzHS0pK5rsjd152HB+NMyxEOTzOkNu7ZTweHxkZqaqqysl4CY0z3AbDMKqrq7OB8ayCwaDX672zb3qt+y5eOnfu3Nq1a6eW2wEAuN3ur33tazt37iwvLwcA/OM//uM3v/nN7FPXiZf+7u/+7lvf+lb29vPPP//OO+/c5Y4jn5amafX19R0dHdm7gUDgo48+WrJkyfRt+vr6Hnvssa6uruzdkpKSzs7Oe/BXddeuXc8991y2VzMCLa/X+/Wvf/0+P1hUVTUSiVgslpy8fIPn+VQq5fF4cvKwL7vyXE7+vqqq2tLS4vf778FP3b2X27tlPB5XVfV+HjD9NILBoMlkMpvN892RO08UxUQi4XK5crJ6aXBwUBCEmpqa+e7IXTE5OclxXE7ulrIsx2Ixh8ORqyfJoiguiJ+5SWmkJXEond5Ltgy378E7TzGaelUWYgAo6pRomAtXVL/y2mNrti0JhUIMw1itVkFWjnUNftLSPRCeeWZLMILFPVJd0LGEm1AvyOf3mPovMrOefaoGLhtmmnQsWlFT8UBtotBypG8oKYjXbomTEuEa49yjlfZgmRhTz2idJ+ihtuvVcxgASiqVkViJtRKVHqLOh+ddih8UReMl3nAEbf6w1xuvYeLFmYR0Tm8/zo50zN7Vq1o2oKbjvMJkZEZmWbXAKpTYjBpgK4h63AmXiS+mU4XppH5e7TzOXGcivqs6ezkQkiEe8tjlNSy3FLi9vJWVi9lMqZIAzerAObrnLCOLMybNm2phzt4CA+oGFGSSl6mMQmpusxqwq0U2zMJaVbyYs5S7HKqsj4/HFUWbq505GgeyokqiIoiyqugMQ2Znz/s0JU0MTVZV5S1eXLC4vtBuv6mzmHA4TBBETg6YZk/obDZbTlYvpdPpTCbj8/nmuyN3RVdXF47j2eGsHKPreigUQuMMC1EOjzPk9m4ZjUaHhobq6upy8sgZjTPcnkOHDv3kJz+ZMRveu+++m30kGo3egzrF+2584S//8i+nZ0uPP/74m2++6XK5brWdHTt2TMVLx44du2P9Q+6an/70p1PZEkVRu3fvrq+vn7FNWVnZ+++/v2zZMkEQAAADAwM/+clPrjNt3R23Zs2a3/3ud/fs7RAEQRAEQRDkbvPSBdu9r/KuZzocZ/Rl76+Kto0dFM9+zMWDl4qZIDBYTGKBFD3f8M9nW8yBgg07lj314lar1cpS5NUrMw2IyqXJ1lSRjY1UnhqtvGCJevN71/1V1yN8qPsI2bjbHJu46jyUgBoBE4aWvHB6/HzDeYfdu3HrYseKkj5aa+gb0aflPJpCaxOl0kRpI5tudo+4Vo7UbQutjcQmT+PNB7jo+CyntxAYDCExhKQZKb4twl8YEB02otpL1uWRdsZGWoBiUXpKu9sy3Y5JR2CyaG2kdlticyoaOQvbrpszQWgQuGrF0xY6I2uE0J/guybV46xaYO0tLu2pxjoDEbc37lmXrnoguUpJaM16+wm2r3FmendVZ7PLPkGdBnogFAYfQPl9bNJhG1hm717hcAY89lohsFzY+nqc6ZJGzlGdp9mbW6JpatknYGZ0EyO5dEwU00J7NH2RUq1cpsDWHLA1yTGzRhRwpkW+PBKD4xOJePymSpogvLRKk9XK6rohioooKrF4ZmqVJoq65ZEHUVKamoebmocBOOl2W5YsLliyuKiiwkcQOTjUiyAIgiAIchu2bt26devWGQ86nc57ufzS/RUvHTt27MCBA1N3n3zyyV27dt3eNbZLlizBcTybVAWDwUgkchsZFXLPGIbx7W9/e+run//5n1+bLWVVVVV9/etf//u///vs3e985ztvvPFGTl5OgiAIgiAIgiD3DIdbVji2G/Zto54exffhk88cBG3Rxo+ZjpNX5qCjMJXCklqwY//P+nf/5/66LYtffvXRxWurIIRlXudXvGte3bD8eNfgnpauwXD8UrsGEJPOoaRztG+JxT227IGWp58cw3rlpkNs80Fu+ipKEBgMJgEQTMfDn/xhkHzXUVZZ9PzWerXadXIiOJFITe+tKpjV4ZqR4ZpJW5h0DxdvH139dNg3Gu88RLcc5jKJWeZnw6FmoTMWmpflZPpMWDjZB/NtZLWXqMsjWdJOWoFslbtKm1pTLa5xmz9WuT60+MHoI6ngSAPVdpwdbp+zagRCgyYUmlCsBpRUiu9NUh2UfpxWC219JWW9FbDVH3N4k/66eNWK5Ge0hHJR7znL9Jy9ziJSUzmTQQMtPxEFh2LyfjxmsowssvestF8od7sKM4WVwgOfj1sHheFGqusUEx6ZvkTT3Ks0QQMCgOOaCdc5WnbqUFLTmZ54po1SaUrMt3YW29uluAkQLkgvKfXaWIYX5aHBiKbdYH3cLAyDHEdxHAWASVU1QVBi8YyuGTRNsizJMCSEt1zSFA6nDhxsP3CwnaaJ0lLPksWFS5cWuZw5WNOJIAiCIAiysNxf8dJ77703ddvj8fzqV7+6Nlu6yYNRjuOqq6vb2tqydzs7O+/NIj3I7Tl37tzAwED2NoZh1y9I+upXv/qd73xHURQAwPDwcENDw7p16+5BJxEEQRAEQRAkt0EIC9jKAvb/iMs7O23Hly7etT3e23EAP/OhKRG6dGqGQ91KCAYQ+g/H/2Z/o70wf8fzm57+7DaTjeOuLmY60jEgqZeKmTSFjo+XHhovOWlOFAR61nyxffMXQwMNZNMBru/CVckNATUznjRAqrsz2NnZzdGWZWtrdmyrG7bjx3uHRUWZvrGccMsJd3v/kh57yOQdWvLi4PNfiOgdatMBruPErPmNQWGKk1MMIyXEk5kj4cyRPrzEQVR5iSovSeIW3CpGKCFe3gCFs85xp39y2abJVY9En0wk+k7fIGfCoMGSEkNKuo6JKs13Z8j2kOFg1WLHcGFJfxFsDsRcvnhRfbR2deKzMCq2Ge3Hua4GVspc72q5SzkTpubJMV9jTG4g4rSptcLWtdJ5rs7jdmaKn+RXPx/PT8ZHz5Btx9lpSzTB7IR7U599xj8FhADiBovLDCU7DSgpRGYsnRkIqxiu5llGix2DWsqEUw6drMtz5zmtwACDQ+FkUrhOb6cjCNxiwS0WRtcNWVYFQY4neBzDWJbiOOpWl1YCAEiS2tEx3tEx/ru3G9xuS22Nf3F9QW2tn/x0Cz4hCIIgCIIgt+f+ipc+/vjjqdt/8Rd/YbPZPk1rgUBgKl4aGRn5VD1D7rLpyeKGDRuuv5RRfn7+li1b9u3bl7377rvvongJQRAEQRAEQe4gO+VZ6/qM5nyyx3He8+Lbrz57PtMSb/jY1H6CMXQIAIAAcJjEUZI8kfzdD4Z+8/99sPSBRZ999ZG6tVUAgOnFTLubu4Yil4uZAJTS9t7OVf09y6yu8VWLLu7YPAiD8Qv7uIv7TenYlZAAAoPDRAAmFDl07HDw1LEmr9P50IP1lhXlLXKmZTQ4fRVhQ8flaJ4czTvWu/SUaywvv3/Z6+Nffj08cYZoPcb2nLtSgHWlfWhwpMiRomoQ6dEU3xeS9nfjFW680gX8ZoLAbbgNpG18a+V+I3HEO+7LD618YGLrjqgpGG87zrUdZcPDJJgNBADHdBMlcJSg6TgvMHxTmryAAyerFjuGC8oGAmXnC6Ku/HhpcbSqNvG5N6JKl951hm09ymViN4hJIAQ0qfr0hLczKbYQSci2Fdq619sblvg8rkzppnT9g/HH5dDEBbztONd/nlEVcDlhulHOBA2WVhhKuZQzhYXMWFw1oO4xBQP2MSFBxViHSpSY7IvrC3Eci0RSI6Oxm1zLGcMgw5AMQwIAVFUTRSUazaiaxtAky1I0Td56RRMIh1NHj3UePdZJUURZmae2xl9YaPbn3/UFBhAEQRAEQZAp91G8ZBhGZ2fn1N3PfOYzs25286X005f0TCaTn6ZvyN128ODBqdubNm264fabN2+eipemT6iIIAiCIAiCIMidgkOi2rq62rp6UhoZMH24ccnuh4LjjXvY83u5TPxSEEJB1UWmNCPTcTD2l/vO+0ryH3tu0+MvP8BZr1fMpGtEfLJw32ThYSZTUdix/sXWLZ+fHG4mzu02dZ1mVeXKSR8JNRJP6iAVDE+8/5tR7h1zRXXR81tqMxWOEyNjCUGc3uHs4kyDE6WjbHqve7i+vnvxhskd6WDXcbrtODvUNkvhEQFVO5220RlZI1PdabF1XOdIWO2lavLwAhtJ4iRwgrgzGtbexxIfuceKC8ZWPDH5wgsxMK62HTe1HWGnzUp3FQgAgWlWJmNhMrJG8BlWuJghzmPAyWolztGC8oH8srOFUYc3Xu0PL/ps/LUvRjI9Rttxrv04l4rcMGcyWEphgeIdT4m/JdL/xXTkW3tWW0+uzHfnpSuXpqrXxB/FgqFmvPss23mKzcSxaanSXFPnTeVMMkMpLgOKKpFJSplwSjs/qtvZSIFtMmA7L4XsGuWG1KLKPJuNFXilpzcoildVlV0HQeBmM242M7phSKKSLWkicIxhSJa9nZImWb5U0qSqqsdjWb6stK7OX1HhY+jZvxcEQRAEQRDkTrmP4qV4PK5cnuiAIIjq6upP2aDZfGUu5lQqdZ0tkXnX3t4+dXvNmjU33H79+vVTtzs6OgzDuI0pvBEEQRAEQRAEuRleusDr+VNJ/0K39XBV/tsbd3b0n4Jnd3P9F5ls+QoOdSvOW3BeGEn85/dG/uvfP1y9Y9krn99RUhMAl4uZdq5fdqJ76OOmzuFoYqplRTS1d6/s6F3ucI6vKm966Ot9T4mx1qPcud2m8V5qajMMGCZMAmBS0qNNLeHW9j6nybxifY1vdcmADT8zMKrpV60MpApmdbi2YaT2ojVi9fav2NL7+OMhbCLedoxrOshFx66Zgx0YNC7TnKyxGK9Q6SaBPz+GuU1EtZesy8PsDEHgZuAEUefYZN0AGfnAM15ZMLLyqeAXXw5lRmDbcVPrYTYyOmfOROMqzabsTFrUSD4lCecFS+MocHJaiSNYWD7gqzjmj7vyorWeyUWfjX/pSyF5zLh+dnWl8cs5kyuWFj4g03+ge1zmnhWWo+vyXQGxqjReUZf60lci6W6j6wzbeZKNjBJX50yzlzRBaIBsy9mcSSEyopRpy2gtEwZLRvOtoWJ7O0hZAGHVyHq/t8Brl2V1fCw+GbrZKzsxCFmWYlkKXC5pisd43TBIEmcYkqaJ21qlKX3gYNuBg20QwqJCZ02Nv7zMW1WVly2cQhAEQRAEQe6s+yheikQiU7cdDgeG3fJVSzNMr1hiWfZTtobcPZOTk9O//bKyshu+pLS0dOp2MpkcGxsLBAJ3pXNXGxgY+PGPfzz9EZPJ9PzzzzPMnDOwIwiCIAiCIEhuoDG23r7DsD3aOn7KsumjZzed1MYnz+5hz+3hhBQOLs2YJ3NUVFaSDbuix/5wKlAdePaV7dufXkezlImmHq6veGhReevo5L7Wnoa+EUXTsi0bOhYNBz4JBw7QfG1Rx+Ytza/vCIWH8YsHuPOfmPnklXNDGqo0kdRBKpai9u4OmfafD/g9zzy8RKvxnI1FRmNXZxsGkBKuUMK1t2/ZYUewtKBr5dMD/+PlyVgf1nTA1HLkSg3WFBzqFkq0UKKiE+kMnzmRlk/24/lWstqL1+ZhHEkQGGF4wKSne2xRExlhfGMriwZWfGbyK58NxobxtuOmlkNsdGyOnAkaLCGzhKwZUFBpPqnIjbypcdTk5LQSZ7io7BN32bFA3JMfWeqdqHsq9oWXQvwo7G5guhqut+ZTFgYNEy2baNkjpoXDRHoPM2w1DS7LP77WbyuTqzyxuufir+yMgrDWfZptO86OdDBXT203a85kXOo2JbOU4jKAohJpiUoPSmpfxCAwMc+SLnYMwTQbIq0q4cbpyhK32URlMsroaFRRtOv3ecrlkiZgGECSFFFUEgneMEB2Sr3biJoMwxgcigwORQAAGAYLC5w1Nf7aGn95uRct1IQgCIIgSG6YmJj48MMPNe2qIy5Jku5lH+BNzpV8DwSDwby8vOxtlmV5np91s+985zvf+MY3srf37t370EMPzdXgtm3bDh06lL399ttvv/DCC3eyu8idc+LEiY0bN07djUajDscNpsyWJInjOP3yJYoHDx7cunXr3evhv/3bv33ta1+b69kvfelL3/ve9+7eu396qqrGYjGz2ZyTOasgCOl02uVyffpM+j4Uj8fB1VN95gxVVTs6OvLy8txu93z35c7L7d0ymUyqqup0Oue7I3dFKBTiOM5kMs13R+48SZKSyaTD4SCI++jqojtleHhYEISqqqr57shdEQ6HWZbNyd1SluVEImGz2SiKuvHWC00qlZIkKSd/5gAA4XCYpmmMM8bEPZj2oUcb6zhFnt1t6rtwVQSiGlhaY9IqZ7aYVj64+JmXHvCX5009y8tKQ//Yvo7+sfg1U01A4HGNb6g4v9rXz+pyTyPdfNDUcZK9dgklycDTKgeBxUzSFbVFZQ9UhwJsw0hQUmcPNghK5Hyjy4vbV9jGConMQDN98YCp8wQji7P/ZOsAihqVllhJpiCO4cUOvMqDV7rhtIhC1XTVPOn0jawv6l9mjgRoPjxEtB3nmg+ZYmPTk4xZAhJFxzIKI0icqmMAAOjktBKnWGwTnMAUiHkD0ZXescVctIpJ8iHYdYqbLRaas3FNh7xMpUU6zdLqIpbbAO3VyiJfZJEpXs0kiIzWe46ZtkTTta3NNVYADQPIKpGRKF4mZZUwINA9JjVg0wrt0MJYNNys4D6S8busABiRaCaTkedo6no0TRdFRZJUSVIJEmNokqIIiiLmSppUVYUQ4vj10iOSxAMBe2mJu7LCW1rqJoiFcaiWPaGzWq00Tc93X+68TCbD87zH45nvjtwVPT09OI5Pv0A2Z+i6HolE0DjDQpTD4wy5vVvG4/GRkZGqqqqcPHJG4wy3Z82aNd3d3XM9Gw6HXS7XHX/TGe6j8YXsX+1sYCAIQjwe/zR/6XRdv3jx4tTdXD2vyw3T68xIkrxhtgQAoGnaZrPFYrFrW7gb5go7s8LhsHp5Evn7k6Zp6mXz3Zc7b+qj5eRhX/Yry+0vLrc/Xa7ulrn6xYGc/nTZzzXjsqackf1oOfnFgZzeLbPfWq5+d1MHYPPdkbtCVVWCIFjDXEo/qxlPB5UGz8Zdn9/cGh1ONu5jz+0xiSkMAEBA3U7wVoLnxdTRd5PH3j0TqMrf8Zn1G3YsJyiCwuCm8sDGMn/HRORo78j54QlVuzzBnQEmQ3l/DD32ISUuL2veuKjthTXRVBRrOsid32uKTpuDjoYaTaZUI53R6LMXk60tfTaWW7O+0ry8oIfWukPxGUmMItGJobJDQ2XHTUl/Yc/60s6H/jzy1P8e7Wpgmg6Yes4xMxIsDBgcLnGcpLIYrzKZQVnqi8ADBFbuIirdeKkTYBDHIM77Mv2+3X3LP+Qm8wJDm4r6l78Q3vJKIjREth3nmg+aYuP41WnNpXchMd1O83aaV3RMUGghoRiNPNc4YnJyWrlrsqjyHXv5R3kJVyC6Lm+0/pHI556OKEmQjYV6Gxn9yv41y7pKOGZYGMnCSLoBxTaCP09FIbOnwntkY751iVaTF16yOv7wA3GrFum/QE9boglc09UZOZMBIaBJhSZVhwE0HRNkkk/IQiitnx/T7QwfsKUCtlEv1x5NmVXcpuJ5VhPLkoKoxOPCzVchYRjkOIrjKMMwZFmTJCUW53VNp2mCpgmaJmeEQ9nv+vpX0Mqy2t8f7u8PHzjYQVF4Wam7vNxTXubJy7Ni2P073frU35Prh2cLVA7/zAEAsodeOfnpdF3P4e8u50/oANotF6Cc3y1z9YsDd+3TGYYxNTY+q3tz+n8fVS8BALxebygUyt7+8MMPH3/88Wu3+e53v/tXf/VX2dvXqV66cOHC8uXLp+6Ojo76/f473V/kznjnnXdefPHF7G2r1ZpIJK6/fZbf7x8fH8/e/vWvf/25z33ubvUPgF27dj333HMAgJKSkkceeWT6Uz6f76tf/Wp+fv7de/dPT1XVSCRisVg4jpvvvtx5PM+nUimPx5OTv6/RaBQAkJOXb6iq2tLS4vf7vV7vfPflzsvt3TIej6uqmqvXbQSDQZPJNH35xpwhimIikXC5XDlZvTQ4OCgIQk1NzXx35K6YnJzkOC4nd0tZlmOxmMPhyNVrMEVRzMmfOQDA5OQkwzBWq3X6g3FpcCzxS0Y9QPCpCwfZMx9z0xdPAgDIBp7RGF7jLFbL2h3LQMkzLAAAIABJREFUPvfaY/llvqln06J8uLP/46bOYCJ97TvmOUc3VJxb4e3ncHmsh2zcY24+xMnCzN9ZxcB4jdGh1URwBQXeRdsWgfq8E8HgZHKWNgEAABqMLVRV1LLW11vJJvgo1naMbTvODrfNOROdZmCCSmckVlFJaKHJKg9R5cULbFdtAxTFNFZR2LMhf6jeFOcwJTREth03NR/gYhM3+COs6pioUqLMihoFIMDzrXqJSy6wplmdyo97C8Or80aXm8OVbFJJw64GtvsM23N2qvpq1snurjAMoGp4RqIyOp0sMJPrcMtKo6YwttwWrmHjTkwe6aC6zrAdJ9hrl6e6fkmTYUBgQEkleJniZVLWcIOj1IBVC9g0v5WAmFnDLSphVQmnmaUpIp7gVVW/jfVzdd0QBFkQZFFUAAQMTTIMyTAUQWDqTVQvzYWmidJST22Nv6bGX1TovN9W9s2e0NlstpyclT2dTmcyGZ/Pd+NNF6Curi4cx8vLy+e7I3eeruuhUAiNMyxEOTzOkNu7ZTQaHRoaqqury8kjZzTOcHvOnDnzn//5nzOCq1/84hfZ+fFuZoawT+/+Gl9YtmzZ3r17s7d37do1a7x0k6YvkFNTU4OypftZJpOZun3zh8vTC13T6TlOF++05cuX/+hHP7o374UgCIIgCIIgC4idLrZ7vylr/9do8u2aJ3ateXxkpBs/s9vUfJDNhh8U1CgiYycygpA48nbk8O9PVa8qf+5zD655cClO4GaGemJp9WNLqtpGJ490DpzuHeLlK1O2TUQDf2gIvE/Kq8sa1xW2Pvln0Udfj3c1MI27zf0XmalrJkmo2wgeAF7SiO7+UN/gqI3hKpeWrltdOunnLoxNisrV08AZUIx7m+LbW4gHnO6hlSUXVz4xvObpdGSEbD3GNR/krk1ZcKibScFMCpqB8wotXEzxjSOYy0RUe8k6H2ZnAQA4IPFM8UhH8VsdqmEeXlbasT5vaNMric0vJ0Y7qLbjXNtxLh2ZkYIY2fyGwHQzJZopUTOgqNDipCSNJUgI3flWvcQVK6z+I1fxoS8eKAptyh9csjH63LaIKsP+C3Tbca7zNCvzUznTLFEThIAkNDsh2AzBF03yuyj+HfKUy3xqpcu83qgtia0qDC2tTDz4xXhoiMyu+TRtLr5rC6SuvAWEBoAGQykMpTgMoGo4L1HCQEboDhkErvks6WJHvMAGzDij87Y0YQa4GRIcS6qqzvPyza+HhGHQZKJNJhoAIMmqKMjptBiNZggCI0mcpgmTicHxWx4OliS1o2O8o2McgHMWC1NVmVde7i0v992HUROCIAiCIEjW6tWrV69ePePBt99++14uv3R/xUsPP/zwVLz0y1/+8m//9m8LCwtvo53+/v6f//znU3e3b99+Z/qH3B3TI9abvzBk+sXXuVo7iSAIgiAIgiALC4WzpY4vAMcXwsI5a83PnqlqfOzLqYuH6IYPzcF+EgAAAeAwmaNkzUgNnYt9u6HN4nI9+Oz6Z17Z7vI7MAjrC3z1Bb7Xt666ODR+smfodO+IdPloX1GoE53rTnSu8zvH1pY1rlrfU7cxlIwQzYfYcx+b4sFpk+ZhKo2lAEjxItlwKkid6fA47I88vNS+rHyA0hr6RkTlqjMIXSXCE2V7Jsr2Enyhv2VTWcf6l0NbPpsY7yWbDphajnCZ+Mz8A4eaheItFK8bmCgk+dOxzIl+zGel6rx4bR7GkQAAHBAgXdrSXNrcLtGugeWFnavKRx6piz/85filnOkYm45mz2umZzYQAIBDw0SJHCUCA0oqKYUFYSJGncTZfCssd8dG6n7L1P7OHfYXhDYGhlYsCz2zNqorYKiV7jrDtl7p8Ixk6NIbQQgIXLdyosUQvWJaOkTwn1BNVtOZ+grTZlhWlV7hDtU+FdvwwmQmjvc2zlii6drgauoRA1wKsVQboVkNwdChpJJ8hOfHo7KOGx6TWuSYLHIETSRhQIuGWw3CRGCGblAUIUoKAODmwyGaImiKsNk4TTMEUeJ5OZ4Q4nGBJHGGIRmGpGnyNqa8S6XEc40D5xoHAAB2O1ddlV9TnV9Vnedy5mAVKYIgCIIgyKdxf8VLL7/88je+8Y3stICSJL366qv79++fMYXLDS8dkiTppZdeEkVx6pGpideQ+9P0lc1uPlydvh5STi52jSAIgiAIgiALl5td6WZXCur4ZPxny584sO7x8HA3fma36eJ+TpWz8YluwQULLsiJxIc/HX//53sqVla++OrDq7YvwXCMxPFVpQWrSgu+vEU50zdysmfo/OCYfrlMaSzq3xX1f0xJa0sb1xY2b3w+sf7Z9GgHdfEQ13yAU6Qr+QSNKTSIGyAxGRn/6DcjzDu20orA5x5faV4TuBAOX5szqTLT3lHf17/SbE8uLr2wJtD1yOvxR76c6G+mLx4wdZ5krp2RD4M6RwocKeoGJqdT/NFJ/lA3XuQk6vKIKg8kcQAAVGk5WH06WH2alG3enlUF7euqRh6ti03lTK1HuUwsGwhdVRsEAQRQZ0iZIWWrARWNECMZMRiBx0hrvpWo8qZLl7zTVP8bS7SkZGxT4eCS2vCjy2KPfDk+0kG1Hefaj3OpyPScCcwoQoIQQGiwtMJQilPjlUZcOEX2MmxzZQm7ubxkcXq1L1i3Mfby9rAqXaqR6m5gxcwsBUzXRk0QAogbLC4zlOw0oKLiQobnm+LiuRHNxmoFtmTAFvNygIGMjtlUwkLjjAgJDDIUkcpIGIQ3GQ7hODSbGIYmAICGASRJEUUlEknrukFRxOWoibiNOqR4nD/d0Hu6oRcAYLOxFeW+mpr8RXUFTic6A0UQBEEQBLnP4qWioqKXXnrprbfeyt49cuTISy+99Ktf/ermZ8wMhUIvvvji2bNnpx5ZtWrV1q1b73hXkTtoejgkCMJNvmp6gpiTqxEgCIIgCIIgyELHEvnF7v9pGH89mTnIVf/2ycrmR7+UbD7CnHrPHBq6VGxEYSqFpQyQHm+MfvdME+fxPfKZTU+8stWZZwcAcBS5paZ0S01pJM2f6h0+2TPUOX5pvV5Rpg93rj/cuT7fMbGquGlpRfeTdbGHvphoO8pdPHjV+kkQGCwmASAZeqSrY6y7q9NE2+tWV33t6dWg3HG6f7Shb3TGvHlCytHQtO1My5Z8X//yoqb6utHPLI1o/xvsOsM0HTD1nGN0bUZWYWBQYwieIaBhYHI4k947wR/gsHIPWeUhylwgm5QoVGK0bv9o3QGaLy1qWZnfuag6/GjdlUBoWuHRVPvwclWQQREKSSgWA2o6LkbSwtGwepgy51vJam8mtfz37UvfMkUqSgcfKBhcWhXJxlfBPqLrDNd6mIuMklenQTNzJgANClMpQrUaotaVEFqJMcj8oqiIeqC8eKW4LjBWvyz6zNoo0MEcSzTNNXuecalxyiBJ1WqIug5FNSX0xPl2UmZZzW9RArag3xrEIEZDs4bbVMJGEqqkm2gKw2A6LREEdjPhEISAIHCSxM1mBgAgyaokKpKkptKicVXURN7GjHeJhDBV1eR2W2pr/OXl3prqPLsdRU0IgiAIgvw3dX/FSwCAb3/72++9997UYjy7du1asWLFd7/73aeffjp7NDnXMaUsyz/96U//4R/+YWxsbOpBCOG//Mu/3INuI5/G9HBIkiRJkmiavv5LDMNIpVKztoAgCIIgCIIgyH0FQugzb/eZt8elsRH69yU79q1+fGywhTz5Htd5itVUCACAwGAwmcFkPZb66KfD7//s/YrVdc+98tDKB5dADAIAXGbuiaXVTyytHokmTvYMHe0aGI9fOiMYj+W9H8t7HzxSlNe/orh5yUMDK3akw8PkxQPchX2m6fPaQWAwmACAIImhM0dHzh8/63Tlr3xoybeeWRdl4cmeoVM9Q9MuYwOGjo2Nl4+Nl39MqD5f/+LClkWrx17eGBZTWPtxrukgO9x+ZeWnqRdBqNFEhiYgAGllKJ7p6RdoC1aZR1R58QLbpY0krq97TV/3mt/RGX+ga2Wgs6ZyrpwJTA9sIAAAGgRumHDVZPCGgUmxhHhsUjhM0Xl2c7U3nl7z287Vb7LhwoKhtYHBRYXRTRXJLa8kQkNktvZovGdqSfDZps6DAEKDwDQLoZkN2Tuekn+NJ35Fv+UPgHUVhev4DYXjdeWxLbXJOZZouqbBaW+UzZlwDHC4zlGK0wCymhZG4kL/hIAxWr5FC9iSBbYkow4DQDOYVVNtGm4iCF3TzRYKw2AiKRK3OHte9nY2ahJEOZkUIQQ0fSlqoqjbGRUJh1NHj3UePdYJLkdNNTX5tTV+jsvB5dYRBEEQBEHmAo1rjoXn3c9//vM/+ZM/mfFgQUHBM888s2zZsjNnzvz4xz/OPvjWW28VFRV1d3fv379/9+7doVBoxqv+4i/+4nvf+9696DTyKXR3d1dVVU2/W1FRcf2XjI+P+/3+qbutra11dXV3q38A/P73v3/hhRcAAHa7vby8fPpTZrP5n//5n1etWnX33v3TU1U1EolYLJabLwRcQHieT6VSHo/n5hfuWkCi0SgA4P9n773D47jOe/9zps/2Biyw6L2wip0SKYlFskTLIikXWS7KdejcXMU3uXni+HES/xyXKPbzOPbjP+I4jhPrWq65UmxHslUs0ZYoAmwg2ACi1wUWWOwutu9OOzPn98eCIBpJsBPr83n8WDuzM+e8MzzYOef9zvu+Lpfrbhty60EIXbx40efzFRQU3G1bbj35PSzj8ThCyOPx3G1DbgtTU1Nmszkv31qQZTmRSLjd7gVph/OD0dFRSZIaGxvvtiG3hVAoZDKZ8nJYqqoai8WcTifH5aFDNplMyrJcWFh4tw25LYRCIUEQbDbbjZ2uY+TPnplK/Kcdd3CJVPvb4uk3THMrJwEAMIA6piVDsBX73veRPY8cfMC6qPLNUCj6Xt9Ia99oUp6XYZtmtIay7nWlnc22KRHqwx38mTfNszrWfKCBKQOaONpRWlu9dd+G5l2NLb094wq+MBFZkDcvByNkCotGmnzd9dZIFZeKBdiLLaaOd8VogF188CUoCChksGmFU+x2UOdjmwop56KZuSlZUDS4qnig0TJdzaUgBjM60xFTJrGw8tPcUCGcy6KHoaqzMuIlnQOlHqa5iKn1qCzOCFGLZ2Kjz7/eEa4VkmYKxaeYvhNiV2tOE1rc4Eyz8zrDEGCIDJhFbNxjVTZa3Pfr6yoia+zhejFlo9VEmBlsF/raxKEz/FL3eW6bCzvCGGADGhjKGitpbFZjNbcVlTtRuRObWQAABYAFMXbE2A2G1gFD0WYzh5CezihzCzXlKvJe8zGHMVBVTVGQJKuqgiCEudR5HM/yNyQ1Xb4SCL1eWy6BXmND8S2UmnILOrvdLgjCtY9eaaTT6Uwm4/V677Yht4W+vj6aphe4EfIDwzDC4TDxM6xE8tjPkN/DMhqNjo2NNTU15eXMmfgZboyf/OQn3/3udxGaN2U9d+5crvZQNBp1Op23vNMF3IvyEgDgi1/84vPPP3+Tjezbt++VV17JSx9KnqHrusVimU12d/jw4T179lz9lJMnT27bti33mWGYTCZzW39bv/rVr37pS1+60re7d+/+2c9+dvt6v3kQQrFYzGw25+XzNZvNZjIZt9udl9O+WCwGALgDD4M7D0Kot7fX6/Xm5ewhv4dlIpFACLnd7rttyG0hHA6bTKa8LOkny3IqlXI6nXk5NRobG5Nlua6u7m4bcluIRCKiKOblsFRVNZFI2O32vFwkp1IpRVHy8jEHAIhEIjzPW63Wm2wnqgcn1Xchbi2hJqY6jLY3TD3HxQVJ5zCGKmYN2lS7be2jB3bWrK9YkNDCwLgvFD0+FDg7NqUgfe5XvCXZXNWztmigyRyFktHdYjr9hjk4tMR4wwBizGBg4jlbQX3JA09uaXqgsS8ca/cHz46FFLSEziTY4g6ff23xYKM5WsmnwgPshXfMnfNCjhYAIYAAUEhnMyqruh2o1kc3FkLTQl2Ksicc3tHVvpEG03Qdn+KAMd7DXXjHfPGoSclcJafbZZ0JGbSscTIQNF8BXVdA17p1DspiVCicai6aWGcP1whJLyunIvTAaaGvTRw8IxhLXOK8xkFOF8IQYGhgqGh03GrOrrOI2+ma2sR9nnAtnyznMkgBI+eFRSWalmxwKZ0JQ4ChgmhZY7MaK5ktqMSul9j1QlPOBs6AVkTbNMqs0YZh8Dwr8KysaKqKsGEAAGj6Svd/CbABVA0pClJVpGo6RUGeY3ie4XmGXnaM1NKXB2GJz15TU1BR7qqu9nDcdVi1mNyCzmq15qW8lMlkstlsXr5zBgAYHBxkGKaiouJuG3LrMQxjenqa+BlWInnsZ8jvYRmPxwOBQF1dXV7OnImf4QbAGFdXV1+l0EwwGLwDb2/co/ISAOBb3/rW5z//+ZzUdgM8/fTTL7744jVzrBHuEdauXdvR0ZH7/M1vfvOzn/3s1Y//3ve+99xzz+U+NzQ09PT03FbzXnjhhUOHDl3p2y9/+cvXNPjuQuSllUseT/sQQt3d3cXFxXnpd8vvYZn30z5RFPMyTCTv5SVJkuYGQ+cTkUhEEIS8HJb5LS8lk0lVVfPyMQcAiEQiHMfdcPTSAhQj25dpDylvF8B+eyzS8Q7X9po5EZ73Y4UBxBiqmDMXeza+/+EDH95lsokL2lGRfnEi1DowdsY/qRuX17mQ1h2uyaaKi6tcgVoxERmkO94xd7xrziYXP6YhxkDHNIBmt9e35bHtW99/n7XIfn5sqnVgrDMQQoax8ATKEJwhR7G/we2vERK1XGqigz3/jrn3uKBKV5oGQAggBBQymCziULFbqyun6z2QXahA0I5pzjPRUDi6yhypFxKigYbOCF2tpt6Tgpq9yhwDztGBKBlxEhb00kKq1gurnYgFyJphnJOVBcE1zlAln6oR0iiN+9vErlbT8FkBaVduGIDZqKY5IVN0ghdTdRZmB1/YIK0vDDeIiRo+ZYboCiWalmxwnl8iJzJhDHSDkhGTVbksb1KLHKjEpvtsuSpWNIYmRNt02q7RHKYMAwsCxXOcrCBVRcsp1LQAA2NN0WVFk2VN03SapgSB4XlWEJibnNFBCEpLnHV13ob6ospKN7voH/qa5Le8lE6nJUnKV3mpv7+fYZiqqqq7bcitJ7/9+Pm9oMtjP0N+D8tYLDY+Pt7Q0JCXM2fiZ7gxDh48ePjw4St9+wcdvZTj2LFjf/qnf9rZ2XldZ9lstq9//evPPffcDUwo/xBIJBLGnEURy7K3cHBnMpnDhw+3tLT09PTE43FVVR0OR1VV1caNGx9//PHS0tIrnXjo0KEXXngh9/mpp576xS9+cfWOPvGJT/z0pz+d/fzjH//4Vl3CkvzqV7966qmnAAC7du36p3/6p7lfWSyWhoaG29r7zUOS461c8jhoHSHU2dnp8/nyMmtQfg9LErS+QiHJ8VYuJDneCoUkx7teMMYBeaA72SpJ7xXhMbkzc/pNU/cxERvzg5kANDClM2LZtsb3P3Pg/p1rFzeVltX2kcCRnuHOwNTcBS8rZOwFgYaS7gZruJpJDp/kLrxjHmgXFsRLXe4IcBBaqlfXP/zU7s2PrUc0PD0cOD7gPz82ifSFOhPFaLxz0uwdq3dMNJjiVTA1epq78Hvz4BnhysniAAAUBSgdMwrgcaU7W13NVLtz8sllSyAA9jDrnqz2jDWaotV8sghKQ2f4rlZT7wnxCiIWnr2KXLUmbFCKziqY10oKYX0JW1dg8JQsJqAt6HCHV9un6oREg5gUkD58bsmWF/sNLhuZU4N0g8pQXLTajneY7A3q6qJInSlZwydKeCniZ5Yq0bSYxVLTvJAmSeMkKGQLnKjEjkrt4FJIEG9QNp2xqMCi0wzFQAhtNoGmqHgiaxg34vHQdUNRkKJoiqKpqs4wlCBwuVpNFHVTfgaOY6qrC2prvLU13tpaL8Msa65IkuOtXEhyvBVKfi/o8tjPkN/DMhqN+v3+5ubmvJw5Ez/DjaHrekdHx4L4nN27dyeTSUDkpRwY49dee+1b3/rWu+++e82D3W73pz/96b/6q7/K11XcjRGLxdrb21taWtrb29vb2ycnJ+d+u3///v/+7/+++V4SicQ//uM/fv/7308kEkseQFHUk08++fzzz69atWrxt6+88sqBAwdynx0Ox8TEhCgufBtxFlVVS0tLZ0ttvfzyy7nCSLePWXnp4MGDv/zlL29rX7cDIi+tXPJ42kfkpZULmfatUIi8tHIh8tIKhchLN0xSi15MnhhOHS0AQ5apYM9b1LnDizPOQQyAZjB8ib3x0Qc+9uzBYs8S86XpdPbE4NiRnqHhcOzymZQh2sNur7+xYLjWFPWkshffNZ1923KFCBuIATAwxwjW9Q9v3vOhRxo212RV7So6EyumhYKAxTVRZpmuEZKVatJ/gj//jjjeLVx18U1BADFmgEVEVYWpsmqq1LHoEINyTnGuiRJnsFpM1ArJMio9sjydaTZ1HsZQ01kVCEaZR6suY+sKME8pfAq6AlbndLU1UiekavhEESUPneH7T4u9J8T5N3/Ja5gNaYK5/1cwG/Va9Z1mYR0o98brzYkaIVnLp5RpuIwSTWCOdjXf/kshTZLGSojLOuxKqQtVOLCJAwBgjCkAzTpt11mHTnMGBQBgWNphF2mKikyn9UX/WMvBMLAsa7n/IaRzHJPTmXieuclXWnmeqaoqaGr0NTb6ykpdVxGuiLy0ciHy0golvxd0eexnyO9hSeSllcsd9jO4XK5ckCKRl+YRDAZbWlqOHj3a09MzPT09PT2dSqU8Ho/b7S4sLNy2bdvu3bs3bNhwXXmW85jf/e53ra2t7e3tp0+fnpiYuMqRt0Reeu+9955++ulgMHjNI1mWff755z/3uc8tmIjnUi1ns9nc5osvvvjss89eqZGXXnrp6aefzn0WBCEcDt/uv08iL93LkGnfCoXISysXMu1boRB5aeVC5KUVCpGXbhId68OZixcTJ9LKGa8+IZ9OXHiTHz6/WKGBGECd47w7yrZ+cP/j27aLzMJSRgCA8Wji+ID/3Z6hUDIzu5NmFbMr6PKO1Nmnak1RcUw5+5a5813TlZLaYQAR5m1e1/37dj369CNunysXJnV8wH/OP6kvypvHWeOcZ9zsmiwRkw1CojiZHmnlzr5tjgaWsHDuFUFAGZgRCkW9pnC6rB44Fv350wZwTHGuiULHVLWYqhGSlSAVOM9eVWcCl6Say6nzkEFrkAflHqmikq4vABylCFnKMWlyhHzWaI2QquGTVWw61Md0tZq6WsX0ND03aOkqIU2zXWgGHXOY1S02dgvtKs7UWuO1QqpGSDp1ZfQ839Vq6jslXrWgFLiS1IQxxBgqGiNprGyxpHyFyGc13CKEM5fPG5TVoG0abTMYiCEAwGTmbVZB0/R4PHtjUlMuqkmWNVlSdcPgeZbnGZ5neZ69yeQpc6Wm8jLXgvUykZdWLkReWqHk94Iuj/0M+T0siby0ciHyEmHlUVtbOzg4uJwjb15eevXVVz/0oQ9p2jVSdM/lz/7sz77zne8smDE/99xz3/ve93KfKysrOzo6lvyrUxRlw4YNXV1duc0/+ZM/+f73v3+jti8XIi/dy5Bp3wqFyEsrFzLtW6EQeWnlQuSlFQqRl24VEWWiM3F8KH3OCsYsk8HgO+rZ35oWl03KJc0TKsXi3asePPihHWW1DLXw1UMD475g5PiAv6VvNCnJs/sFW8TsmXS6J2rEaAMTTZ/DZ39rWUrKmu2LMiBXur7k4f1P7Hz8QU5gr6IzQUrnHBHeM26yRgr5bK2Y8obSo+8x5w6bF4VkLQBCADFgbGVmtdYbLmk0xIXSAmQ06J7knUGrNVrKZxqERKWRCrYzXa2m/tOCri1WPOaXOAIQYAAANAwaMRxf50mVVetlBYCjFS5Du4KiM+Q0J0q5TI2QrGFTUj/uOS72HDclQtfUmcDCkCaDSplM0habsZmz+ZQSe7KGT9UIl+WrnmNiMnLNt0UXSk2zVZqQTksaq4hi0u3RvDbdZ8OXShxRGJp0ymYwdsQIxszIcdpNgsjJshpPZG/MKYKQLsuaLCNZQdgweH4mqonjbvY5a7OKdXXemprCmhpvTmoi8tLKhchLK5T8XtDlsZ8hv4clkZdWLkReunMcOXJkVqWgaXrXrl13156Vyx2Tl9rb23fs2CHL8tydHo/ngx/8YG1trSAIo6Ojhw8fPnfu3IITv/71r//N3/zN3D0TExO1tbWSJOU2P/rRj/7oRz9i2Xlv9um6fujQoRdffDG3KQhCX19fWVnZDdu/TEjtpXsZMu1boRB5aeVCpn0rFCIvrVyIvLRCIfLSrQUDHJAGepKnxzPnHOpY9lik77dwvIdf6kjImCjH/c7C3Q/t3LxrY0EZvSiuRNP18/7J4wP+U0PjsoZyOykGCdaoYAt5PGN11pg3mgwepS783py6suaBAaTMYu2DdTsfe3Lrjg00Q6cVtX14aZ2JYRXBOcW6pnhz3M1l6/iE2CWNtTI9x0VNufqEAQIAaZr21FsUn2e8oE63LrzzkFFZ9yTvDIqWuIeTa/lkBUgpXXpXq7nnmDCnfXypwbmbYE7qPEqDHFtqy3jLUEUxLDCrXJZyBs2OsM0Sd7JyDZ+q5ZNiUO05JvafEicH2OvRmQAAEGCYEcRksw1sE0wVqteVqeDTFXyqTkgZE/rySjRd8RIwhtiAMmIkg5Ncjozbhcoc2H55nMwJaWIhBgAAhqE9bgvHM9mMMh3N3JiH5JLUpEmyBiEULklNDHOz6VVsNrGu1ltXV1jkFSsri4m8tOIg8tIKJb8XdHnsZ8jvYUnkpZULqb10h9A0TRTF2duxb9++11577e6atHK5krzk8/kYhvH7/bN7bkZekiRp7dq1AwMDs3sghF/5ylc++9nPLvgdf/PNN//oj/4oFArN7mEY5tixY5s3b54b3B7hAAAgAElEQVR72Ne+9rUvfOELs5sPPfTQP/zDP+zcuTO3efz48b//+78/fPjw7AFf/epXv/jFL96Y8dfFCy+8cOjQoSt9++Uvf/mzn/3sHTDjhkEIxWIxs9mcl8/XbDabyWTcbndeTvtyrxvcgYfBnQch1N3dXVxcnJezh/welolEAiHkdrvvtiG3hXA4LIpiXvrxZVlOpVJOpzMv5aWxsTFJkurr6++2IbeFSCQiCEJeDktVVROJhN1uz8tFcjKZVFU1Lx9zAIBIJMJx3J2Ul2ZBWBuT+wal80n1vGkiGH032fEWL6WWeOBiADk3I6wv8G3f+fD925vsS0h9kobOjE6eGg6cHwvmFsaGYWhIsrkzVk+ksDBQL0Zsg6mRI9x8kWYhBqYwzxevKdmy95Gde7fyJi6tqOfHpua2PAukNcEe511B0R72CJkqKkl1KBNH6aEzwlXLEeWgAKAEtwAqPFMF1YbPBeZPNiBlMI4I65wyOaZdfLqKT1fClHZB63zHPHRG0NG1mp8JacqVaGKg3aT4iuRSH13pMngd2iOMY9pqizr4dKWQruTSnlg2cJrtal2OIDRj4EwvGAIMEGTipVbwgMg2AHuR7BWyFVy6Vkg6E/LoWX4ZJZrmtXk5+9+lKk3apZCmhNuj+ey6zwYu1TeiMDQj2mLQdo2eDWkSBNbpMFE0TCSkdFpZxuUsBGOgI11RkSxrsqJBAHPZ8wSBZZgbnxZijBFCDoeptsZbX+9tbCh2OvNnZZdOpyVJKigouNuG3Bb6+/sZhqmqqrrbhtx6DMOYnp4mfoaVSB77GfJ7WMZisfHx8YaGhrycORM/w41x8ODBua7yBfzByUt+v7+iomJ28+rVdwhXZ1ZeKi4u3niJTZs2FRcXf/GLX3z++ednj7wZeekrX/nKl7/85dlNCOGLL774yU9+csmDBwYGHn744UAgMLtny5YtJ06cmJsiD2P8iU984mc/+9ncE00mk8/nm5yczGQyc/c//fTTP//5z2+ymOoy+epXv/qlL33pSt/u3r17gc33GkReWrnk8bQPIdTb2+v1evPS75bfwzLvp30mk8lsNt9tQ249eS8vybJcV1d3tw25LUQiEVEU83JY5re8lEqlFEXJy8ccACASifA8b7Va76INiiFNosERuUOVLkjHIv63UXBg6d83A0OmkBc3+Cruf2jvhnVefom/prSinvFPnRiZGAhFFUXhOI6iKEgZoi1mdodKC8erYRS3SX2/54ODVxuuBoY6LXhWl2548MHtD641O0xpRe2ciLT7g50TYWP+6htShmBN8O6IyRVyiKlyJQXb5IlWJtC3nL8ICDAFRZ6tdEQKytWSQiAsLOnEWpK0M2xyTdssyXIuVW0k0VltoFUcOs8by9WZAAAQ6YxG86DMmSoqoypdwMobpjTtDJudUZslXsxla4VUYSIzfZrqPS6Md/OLqlBd+RIuhTRhg0qZRXm9hdrEieVagSNTxmVr+ES5np46y/SdFAfaBVVa5tIPLg5pMgwoa6wMuYzHmfV6kM+Kxcu3izOgBVEWjbYimrp0qtUqWK08BDCRlNNpeWEny0PVdEVBmqorikbRFM8zPM8IPHMDy1iEEE3Tsye6XObamoKKCldNtdtmE2/MvHuETCaTK8Z8tw25LQwODjIMM9fZlTfktx8/vxd0eexnyO9hGY/HA4FAXV1dXs6ciZ/hBsAYV1dXz2YCW0wwGLwDwcH3kLzU19c3N8nYsWPHtm/ffhftWdH8y7/8S3l5+caNG30+34KvbpW8lEwmKyoq4vH47J5Dhw79x3/8x1VOef3119///vfP3fPaa6/t27dv7h5FUQ4dOvTTn/706r0/88wzL7zwwh3LDPCLX/ziQx/6EADA4XAsiGq3WCzf+MY3Nm3adGcsuTFIcryVSx4HrSOELl686PP58nIlmd/DkgStr1BIcryVC0mOt0IhyfHuGBmUGMx0DGfOJrpPhw7HRt6Fqry0717HFHCJ4n3l6/fueWrXdpewxCJ/dCr86okzPXEpkrmsKEDKEKxRk3PKVzBWmggpJ7Se3wlXr5xkYEqDgqvGt3nXg7v3bSuqKkzJytnRyVzePGPRMpwVMrwryDtDLut0UTKFTyuBd5joxHJ+sSEAlA44ptCWKC5B5UV00aLUeaxKO6c4+5TZGi0TU+UoSXeg0ePM4BnBuFps0MLUebpBKYjHNrNaXoKrvEyZHXEI2MOcI2K1TXv4TBWfLNNS6nnce0y4FHgEr9DmgksA4FIhJQ2yMZ8F32/mmrHDmy0SszVCqoZJUsOo55jY3SqmppeTcW5Byr7LIU0KYmSNVa3mREEBKrLpRRZwSbOBAJgRbTMYK6JNxkwvEAK322K1iJqGpkJJTdMX9XVtMMaqosuKKsuaqiKWZQSBzQU2UdS1paZc9BJN04vnlhDC4iJ7fX1RXV1RTU2BzbrypCaSHG+Fkt9ZyPJ7QZfHfob8HpbRaHRsbKypqSkvZ87Ez3Bj/OQnP/nud7+L0Lz3hs6dO5fLD/cHF700MTFRUlIyuzk0NJSX4cN3nVslL333u9/9zGc+M7tptVpHR0evOWQPHDjwyiuvzG4+/vjjr7/++uLDXnnllW9/+9tHjx41FtTFhXDHjh1/+Zd/mauEdMeYrb108ODBX/7yl3ey61sCkZdWLnk87SO1l1YuZNq3QiHy0sqFyEsrFCIv3Xmi6tRg+kLf1NHI73tD72VCvdQVFrtQwzT2mC1bGra978GDO7Za2cu1ebLZbF9fX3V1dRLhIz3D7/YMxbOLdCZHuNI9bOmdTrYao+c4XbuaPKBjSsWio8K39ZGdDz2yqbypJK2oJwbGjvQO9wcji3Umhpd4e4h1hhy2sDeaMk4ogSN0JrZMQQUig6fspoy3UC0roavckJ5nGwaIskT4gojJHi4yJSu0JNWhTp2klq0zXU6dpyBOY0VU4jVKC5kaN7ByminJOIIm+7TTEi/lsmUoyfcoY6e53hOiKl2vzgQAgIZBp0STtMFCb2DNlarXma7mU5V82jEljZzg+k+JwUHuujLyzc2ehzHUdUpGjEILKZdbKbCjcgcWLj8ic1WarIix6cxsSBNFQafTLAiMLKNYLGssO1Br3pVjoKqaoiBJVlUFMQydy57H8wxNLz11vIq8tACPx9rU6KupKayvK3K5VkbYK5GXVij57cfP7wVdHvsZ8ntYktpLK5c77GdwuVy5IMU7Iy/dQ/4Fr9crCIIsz8zdE4nE3bWHcHV+9atfzd38+Mc/vpzx+pnPfGauvHT48OF4PO5wOBYctn///v379/v9/paWlsnJyXA47PF4iouLd+zYkZdB5QQCgUAgEAgEAuEmcXFel+uRza5HQtXjvU+3j4y+lzw2Ej6WDXSz8zUIzEIEphPKG21vv3b2DafVubnpwcfuP7Brm8BcTphW6rJ//P71z2xf1xeMvNc73NI3KqkaNigp4ZESnml/E2+Om5+cqvwfg7ahiNyuD7fxcmYJLyQNDRFmlLH+3/9g6M3/+H8mh3vNjk27Ht/y5Sd3J1X1+ID/+IC/LxiZlUmQIqJQBQhVJBktbI8w26ccj4bKR+OwU02cgfHJq+hMGADMUBJISdZUzOgfQoxJ8RUoZT6m2g1FFgCADUqNuXG6SAYgIaYHnEGuatqzNrJKS3PnsrF26O/gkbpYZ4JzPmEAMYRA5GQByzgQ10aH1KO85nHh8mJcXSx768dYbcwZOuMIWatixU3pzZ9MsV1S5DQ10CbKGXipwQXRRfM+5KKJaBo51KT9eAocgwrmBn3W/p1uvtlwFaTL96br3p/ZkYxmOmF/mzC/RBNcpF3N3YS59iE0KAozjG7BqiuRVKYZqZNV7LZkoQf57IZbVChDoYwIo0EMLAZj1xkrogWDmp5O5xqiKGizm0wiqygoFsuAZQMh4HmW51mbTTQMrKpIlrVkMqtqOkNTPM/yPCMI3I3VaopEUkdbeo+29AIAPB5rTXVhbW1hc1OJ252H7ygQCAQCgUC469xD8hJN02vWrGlra8ttjo2NrV+//u6aRLgS8Xj8yJEjc/f88R//8XJO3Lt3b2Vl5cjISG5T07Q33njjmWeeWfLg8vLyj33sYzdnKYFAIBAIBAKBQPjDopAvLeRLd3ieDK4a6fto+4T/cPrYxOQxdaybm6szQYB5SuMTUeXtY6/+tv2Xzh8WbV29c++Gau/lqCwKwsbigsbigk/t3HTeP/Fe70jb8DjSDYCBknYoaUd0rIE3x217gvUf73dPTKdP633HhVRkCRGIgToDMyCZOfta4ORvfstZ3I3b1+7as+n/e+zBtIFODI4d6x8dCEVndSYDsZnpYjBdnKR0zpJgt09Zn5isSUeFzmz6HB6/yOlXizcyKKhwusKNxU3+EfU9HrnsUlkpXeUE7pnkabpk0aVadaI2w2hj9jBXM+XYEK5l4q7RDOrSh07ykfGFxZxmbtsMGEIAAeZZlcMqSKbR+YDcziPehIq9dLUH1a6NCXTYEu9yBIXSqLch1vyplGMio1wwhtqES4FHcEGbczqalZowgFAAMh+UwcsRpDNR0TSxoaBtk89SoRSvT1VuTT+G0qBTGz3DDbYLUurqqsz88lcQAIghACKtCZyGVckzGpYGWJUXEgUFapETFVsxQ6VolKIR4ABjQItBWxFj1xnWAMlENpkAAABsYJOZ53lWltRMVqXpa+e7y0FRUBBYQWABMBkGVmRVVlAyJUejGYahrhnVdHUikVQkkjp5ahAAUFhgq60trK8vXkFRTQQCgUAgEO597iF5CQDw+OOPz8pLb7/99gc+8IG7aw/hSrz55puaps1uOhyOjRs3LudECOGePXt+8IMfzO559dVXryQv3YOMjIx8//vfv+ZhgiAcPHjw7tY6JhAIBAKBQCAQ/pCBABYLVcVCle454G/sG/lIW3T8ndSx0Ngxw79AZ4LYRMsgKafeeu/lN07KNmvF9uYnDz64Z8d9FJxx67M0tamqdFNVaUpWjg/4W/pGeybDGOOczhROO8L+Rt4St20N1u/vK05E5Ha9p0UI+5dQaGZ0pmym+3Dg3FvvUryj4b7GB/ds+Pze7UhkTgyOLYhnwgatJF1K0pUebYqYknxl2LxpoooOmfoy6nl95DQvX01QwTRURUYFybS5c0o+xyuiRS4tZqrcdJUL0hQAACNWn/ZJ0z4JgpA1yjiDpofDVU9GGuJppkedaGeGzwpoiQSA83QmADDLGAyDAM7ogWl5lFcO88jthtUFRnWJ4m0c5pVhxxRnn7Y/NF3xvuROJcVcVINnmMGzgrJESNMS4UeXetFcWgKfSOLjlGxw/WW2vp0evtFwVqfLV6e3fTpln8wmO2H/KWG8R7hW6rx5UU0QAggxRekMowOsOMNJeYKRdVZx2pIFBXqp3XAIiMJxCsUZNAaAaFA2xFgN2oIYSEFJUiVJvXRDoEnkkG6kUjLHLdfrQlFQNPGiiXcCoOuGoiBF0VIpaXpap2jIsbQgcILALr/BuYTCyVA4eez4AADAbhdra7yNjcW1Nd7i4oWpRAgEAoFAINyDjI6Ovv3228tJzKsoyh2wZ5Z7qPYSAGB0dLS2tjZXjaqwsLC/v/9eS+edB9yS2kuf+9znvvnNb85uXqmE0pK88MILhw4dmt2sq6vr6+u7XgPuMN/5znf+/M///LpOed/73vev//qvt8me6wUhlEgkzGazIAh325ZbjyzLmUzG6XTmZU7keDwOAFicQDIPQAj19fV5vV632323bbn15PewTCaTCKG8TNUNAJienhZFMS9Tdauqmkql7HZ7XtZeCgQCiqJUV1ffbUNuC3k8LDVNSyaTNpuNZZcMkljZpNNpRVHy8jEHAJienuZ5fsWVBNOAEtSH4rgdxM6lT8YHjzH+bn7JBbFqMGldQA57xabqPbvvW7u2GsKF+kpCVs8Fwm3+4FgsteAr0ZZwukPrS/t9SkQ+h7pbxUAvbxhXjGjRMC3rAobW4uqSDdsbmnfU0y7xwuT02fHQSDS55Jqd5WXBFTEXTlU7gwXBpNGB/G3c5MCyijHomFEQLxucXFQIK110lQtYFp7ICDLjigjuSKUrWAVTfJ8UPwf728TUdC4w65puhJn6RjJiZY1XTFajzE2VOehKp8FR2BHnnNNWR7TUFqthk9YRKXUOj5wXll1LaV4vAEAVsRlWzG6ystsYc7lS4UxWC8kiOWtcRMOn+TkK1vUycxUI0ZLGqCYx7vIoxXa92AbmxCfRGIoaZUbQqtGCPq8jXccUDTmWURRN1zHL3sjM0DCwoiJFRqqq64ZBQciyNM8zLEdz7HKKcl0Nq5UvL3OWlTlKSx3FRdbF4/wOkM1mJUnK11/L4eFhiqLyMsm/YRixWIz4GVYieexnyO9hGY/HJyYm6urq8nLmTPwMV0fTtB07doTD4es6KxKJ3IHH673lX6ioqHjuuef++Z//GQAQCoW+8IUv5D4T7jW6u7vnbm7evHn5527dunXu5tDQkCzL9/jvfjabvd5TpqenJUm6HcbcAAghSZIoirqn5ORbhSzLkiQJgpCX075cObp7ZyzdQhBCiqLk/vnuti23nvwelpIk6bqel/9w4NKf213xrdxuVFWVJInjuLyUl2RZztffE3DpWZCXw1LTNEmSWJbNvV6WZ0iSlPu7u9uG3BZkWTYMg6Zv1rV95/GASg+olM2PTe0aWPPI6S2pnuTJbHcrNzZfZ+Io5KLSOJOJ/j78f98+bzjslRsrHnxwTfOq8tk/Rg6ALT7XFp8rmMqeDUTOTU7HpZl3RbMJWzZhCwzVcmK2sHhy7V/1b6bCqAP1HBMGzwr6okggFuoskwEgEx2O/Hqg99UfmT1F7jWba57YVsOvqugMxs5PRiaS85YkqsyrEyXJiZIQq5mcUXHdVO0jgR3pJN2tTrYzS/YyCw2RiUUmkDGiSSXEZVt52eGEZQ6q0gmLrbkoIU3itUCJFCiJU6u7XDHeEy7YP1X/8bg3kpTP4ZHzvL8zV+7oSusLnAsGMnGKyKoYpNXhkNTLK4BHXjdV5tCqfTFXzbQgd7qjJmfE+2i05kC8OZ6BXWiigx04w6vZ5UyiZgKncgn6nG1J/SQl6XxHheXCzkKxUS+oS1evTz7IpswjcugsPXxOmBy4LpfczFVwHGZZBLDiiiTkSUbGXMZhzxS6tTI7NnM6wGlWT7NgSkSsAS0qZUGURYMUhhQFAMaqqkEIADBU1WBYWlMRgJBlqGX+sEMIeI5maGC1chhATdVVVc9kFT2JIQU5luY4mmVpll1ug3NJJuXOi5OdFycBACYTW1ZqLy21l5TYvYXmO/bckS5xZ7q7w8iyTNN0Xl6dYRjEz7BCyWM/Q94PS0VRJEnK15kz8TNcBVmWU6mF7zNdE13Xb7jH5XNvRS8BANLp9AMPPHDhwoXc5te+9rW//du/vbsm5Rm3JHqppqZmaGhodvOFF1741Kc+tcxzs9ms2Twv13NHR8fq1auv14Y7ya9+9aunnnoKAFBZWfnoo49e83hRFP/iL/7i3nmHGiE0PT1ttVrz8sXnbDabSqUKCgryctoXjUYBAHn5+gZCqLOz0+fzFRYW3m1bbj35PSzj8ThCyOPx3G1DbgtTU1Nms3nFvY+/HGRZTiQSbrc7L+Wl0dFRSZIaGxvvtiG3hVAoZDKZ8nJYqqoai8WcTifHLSvkYmWRTCZlWc7LxxwAIBQKCYKQB6kmklp0MH0mmv41P90XapUutvBLxjMZAEo6n9FFtsC19sHmA/sfWrupbrGPYCgUPdI73No/msjKC75ihUxhoX9daXcNO6X0oK5Wc/8pQc5ccZ6gYkY2BAgdBYXuTTtWb9izpmB16ZmxyeMD/t7JpV9chZTB26Ksc6qswF/LhMU+KXSW7jsppmPXVgENQKm6IKm8xJqoCg9b42aq3IBbeCJliTPOKZtjqs4+VY5STI880cFdqws85xMEGGgGLSm8jHjdZqMrXbk0fQYLDOs05wibbeFqa7SaTZlHs9Gz1HxBCC7Z7OI7gTHAmFIRm+bM6v0WdiNtKlcqnPEqIVWUyGgXdf8FfqBdUKUb8PJAAMBsSFNWY1XRlCgs0HwO3WsB1LwG52XPm98KQjpCBscxCOmGgXmeubrLCWOMEKJpeu7cUtN0WdEUWcuFRkEIOY6eLdd0k+KQ1SrU1xfX1RY21BcXFdlvq9SUTqczmYzX6719XdxF+vr6aJquqam524bcegzDCIfDxM+wEsljP0N+D8toNOr3+5ubm/Ny5kz8DNfknXfeeemll5aTHO/FF1/M5ceLRqNOp/NmOl0O95x/wWKxvP766/v27cspTH/3d3/X0tLy7W9/u76+/m6bRphBluWRkZG5e8rKypZ/uslk8ng8kUhkdk93d/c9Li/Nct999/3bv/3b3baCQCAQCAQCgUAg3AJsrOs+517g3Bv1TgllR9xP/tYUGR5rRZ2t4tx4JgpgMy2baRnFkxd/NXnqv45bvM77Hl61f/9DjfddzptXXeiqLnR98v77uiZCbcPjp4cDkVQm95UmmwP+poC/iRUyxd7R1c/2fOx/BfEI6moVu1pNlzLOXYaDiKPTGKTjoanX/mv49V8ecbucG+5v/sCOpk8/teHc5NSZ0YneybAxRwrDBiXHPXLc0zWyatAc55wh3/7hDR8P2ycTiXOwv00IDnBXermUAoZAZwUx6wAJdWxaGhQzBk/5HEy1m6kvhFY+d5iRdqhpR2SsIcZJp51TrDdcvyqw/dmYI5CNdtJ9M+WOFrQ9p0QTwAACjkacSbfhrK4n5J6g1MFLUKRLnGyNW6+vSVubz/LSeWdQsId9j4VqDyQ3JtKoC/nPLxCErlSlCVwKOdIFzuCxAlpj6D0ma/AXymydDxWLzci9JlW9Nfnw/0yYh9VAO9N7QkyElh+HN1MF6nJIE5BdwZg0xqo0l/G4s24nKnNgkQEASJQhceoUAAyGFp22IsZm0JxBAQAYhmYYGgCQU5gkWRM4Fuk6QoYgsBS1LC2HZWmWpa0WAQCAkK4oSFFQJqskk1KuZZ5ncmrTMhucSyolt7cPt7cPAwAEga2s9DQ1+hobfWWlrhtojUAgEAgEwk2ya9euXbt2LefIl19++U6WX7rn5CUAQElJSUtLy1//9V//+7//O8b49ddff+ONNx588MF9+/Zt2LChurrabrfna+WAFUE0Gl2glF6XvAQAKC0tnSsvXW/iSAKBQCAQCAQCgUC4hbg4r8v9Eez68Ii1J8S9svsDZxyxif5WuqNFmKszMVC3MVkbk1Wj8VMvB4/8v1ZHkWvzrjUfeHJH7fqqnM7E0NTasqK1ZUWHHtw0Hk2cHgmcHg70BSO5xCGabPaPNvtHm98WMsWF/nX7ez75R+OaX+9tM3UdFSNj81K3QQAEShMoDYNkKjr121dH3/pNq1U0rdvcsGtH0/86+OhoNtMxHjw9HIhl5iSTwUBJO5S0o3esfkjIsI5Q4TZ/8/sDO5KxbCfobxOGzglIXVohgMDgKZkXZDuAWjSuhqcy7w3oDjNT42aqPXSJLZc6T1dFfapSm6o837+hwxZlnMGSBwIN75veIccynXjglDB0dnFs1rzYIwgBQ+sWWjcLCjZScjiaHR/P/I7HLitfX0BXuJSyikEWD9girCNsa4w0bQ09QqX4QTXYQfedFObcqGvoTABgllFtQLMF08bPaQVxE7xpdHsZt7nCXC7X7I+uezrpiiezZ43+08KljH/LZKZ9hgFWxsBYccbTaiQgX2QVuyXh9KASh15gBhAgiOMMijMIACAYlE1nrIixGBSFIZgrNdEMTRuyovEcDSFUFMTzzDIjJ3KNmM08AGZdNxQFybImyVoqJQMAWHYmqkkQltvgXGRZ6+mZ7OmZBKCd55mqqoKmRl9NTWFVZQFN52FgB4FAIBAIhOVzbyk03/jGNz7/+c8v3o8xPnLkyJEjR26s2SeeeOLXv/71zZlGuEw6nV6wx2q1XlcLC45f3CCBQCAQCAQCgUAg3GEghF6uIqE9VuH4n3HPREnxm+VPHjVFQ90tXOd8nYmjkItKYZCSpxPv/Wfw7Z+/5y52b9uz9rEn7q9ZVzkbz1Tqspe67Ac2NEdSmbOjk+0jgQtjQU3XQU5n8jf5/U1v8FK5d2j9I70f+/A4juh9J4WuY+J497wwoLk6kyyxR94NHj1y1vpPQv3qqrU7m57Y+4BsZi6MB+fqWDk02awFq0aCVWOczNsirhp/89bRp+gk7tYGTwv9beLiwKlLPWKOkjlKtrAQaazaFZPPjWcYhqp0zU2dhw1ajxfo8YKh4TUjphTjDLoqJpo3TH6ATfLD6tBpbvicMDmwOIfPvJAmSGETp5o4DeO0qsUzZ0LSCU5jRabSxVe5YW19zLr6qJg8bg9ztkjV41OrnkoUxBPZi7i/TRg+KyBtceOLQ6gwgICmkYnWRSyB1qjyHivpfHuF4+xDPtMq3bspUfdQ7H1Ghu5TAu1cX5uQvsKduQIzVZoETuNZDaiSe3JaHmUVhks6PXKxE5Xac3dMpgyZUkOsCjAwG7RdZ6yINhlU7p7QNGUSZ24Xz7OKrDEcTVNQljWKAsusdkbTlMnEmUwcAGBWapIVLZ2WAQAMQwkClwtsYpjrFocUBV2SmoDAs5VVnpzUVFlRcAOtEQgEAoFAWOncW/ISYUWQyWQW7BEE4bpaEEXx6g0SCAQCgUAgEAgEwt2ChkyVeXWVeTXC/8fvPFtW+Gr9/jZuOtTZws/VmSAAIqWKnKpjKIUTb/4k+MZPj7iLnffvve+Rfduq11XM6kweq/mR1bWPrK5VEOoYCx4f8LePTGQUFQCAFHHIv2rIv+oVTqooGtr4QNeHnwjAtDHQLnS3ioNnBV27HE8DARApTaQ0A6QUjWlrD7Wf6X7pu6+VV3jX7mz+1J61nsd3nPMH20cC5/2TWfWy8KKrQjZSmg75RsF6i82kkAsAACAASURBVCdldY+tfmb4iT+OCgFpsM3Uf0oIDl4pdR5moMrQqkmECLNoLKUOh7I6BYqtTLWbri+kZlPnZa1q1hoM1IVY7V172OSaWPXE6OaPxAviieB5Zngmu901Qpp4BvGMjk1ZZCQzY7HswHj2TRYUWrkqF6wrVEpqulit2x6hbRHv6mDz9ukPgCQ3rA638b3HxUQ4p77g+S0vuCoMIQAQC5TCs6ojmEI/oyWNHxLEga2VwjbaWpWp/WhswyfTrnA8eQ72nxQCvfwyyhzMbx9ghjYsom7GsiuZUqLj0nlWcVoTBQWoyGa4TTkDM7SeoXXAARpDay57nk5zeOYWURQUTTNSkyBw2ayMAWJZWlMRwzAse4NSk6JoyiWpiaYpnmcEgeV5dpkNzkVWZqOaQC6qqbbGW1vjrakpvIHWCAQCgUAgrESIvES4bhYHG12vvLTgeBK9RCAQCAQCgUAgEO5BGMhWW7ZUW7YohjRiOVLh+c36AxdQJN7RIlxs4ccuxRjREFtoxUIrCFOZqeQrPwq99uN3CkpcO/ZueOixzXN1Jp5hNlWVbqoqNTDuC0bahwMnh8Ym4ykAgK7O6Ey/4qSG0t6163qffGiC0fTh83xXq7nvpKBkL2szFMCzOpOM2I6+SNeA/zc/eafE51m9o2nvA43/+39sG5qOtQ8HLowHh0LR2RMNnZWiXinqfWdgY4slYfP4m/YObj8QKZGn/Wf5/jZhKREoB2agykBV4OJmwKBYWj+VklpGFTtPVbuYag9VYs9dpaGxIOJLR3yn+jeetsYY12T1On/TzvAOGMn2waHzfO9xcTrALmp/TkgTBCytO0TJLsqGAaVsMnsmkjwxAkSOKnNwtQVCY9OksGZcSFKOkNUVbn4qsPPjSU88M9nG9J0W/Z2cjpZodlF/GEDAMohldCvOGidi0ntcwuCPVXhO7SkzNaOSbfHGR2L3ySnYqw21Cf2nRDlzXWWHLklZnMqzKpCz7pGI1M+poinucmmFNt1nwywNANDnZM/jDcqmM3adtug0xDPdQQh4nqFpmqIoiqc0DakaZhhaymosS3Hcshw7c6Umw8CyrOWkpmhUBZekJp5neZ5ZZoNzmRvVxHFMWZmrtsbb1OirrS3Mpf4jEAgEAoGQlxB5iXDdLC4OxrKL1wZXg+PmpUeQZflmbSIQCAQCgUAgEAiE2wZPiQ2Ox4DjsRSKT5jeqjnw2pYD/dlIonO+zsRAw85k7UxWwUx8MvXSD0Ov/Oh3hSXunY9seODRjXN1JgrCxuKCxuKCj9+/fkGJJqSKF4fWXxxaz/NyU2nXurrefZsnP6Ab/ot8X5vQ3Wqam9GOAthEqSZK1UFS0riu4UjvaOC3Lx31OO1NW+vW7Gj60BO7Egid90+2jwTOjozr+syJGEM15YikHEeH154QMtaC8cbmvjX3Tz4Og1PdbF+b0H3MlIosLQzQANEwAZgERzO6agI9ktYRUhio+axMtZupK4C51HkY6kmXnnR1j6zq4bO0e7LIM7b6YGD/M3Expg6cEPpOi0uVO5obrYVpClt4xcKrGAMFMRl/UhqYjL7OwAILU+MW6gszvpoTrH7cHmLtoYotk027o9twAnWjwdPiwGkhOe8SrhbSREPdIkhmIONQUv0xLWt8Ly/0PFAtbKOsldnaP4o+8CcpayAbPUtdCvZaOtprKWarQBksgzDOuiJReZKTz/GSy5F227VSO7bNvIKpUEaYUsMsoDA06ZTNYKyIFvXL94SiIM/PLMDNZk5RkSSpHMeomk5BwHEsXIYERlHwclSTYagyUlQky2pWUgEGFE3xHJMLbLoBqUlV0eBgaHAw9Nu3OliWLi93E6mJQCAQCIR85d6Sl4qKijZu3HjLm62trb3lbf4hYzKZFuxRFOW6FKYFepLZbL4FZhEIBAKBQCAQCATCbcbKOBqcHwHOj0TVQJp/teHA4fsPjCUjsLOFv9gizOpMPEQ8k3YyacVgpwPJn/9g8pcvHi4u8ex8ZMPWR+6bqzOBOSWaEln5nH/y+IA/V6JJUYRzgxvODW7gWbm5vGtdRe/utZOPHkoEh5i+NlPXUTEydnkVRoOZCCoDJBXEjE7x/l8Hj7552mYS69ZXrdnR9NwjG/Qd6zv8gaGEdHJwbDqdnT1Xk83RsYZjYw2neEl0TTYU9zV/fGLnoanMONV/Sug7JYz3CEuKKQxEDEgCkOQ4yGMeBjN6ICG9O6R6RFDpZuo8lGtm8YgVE5qoGZ+oCbDobVvI5plYu2N40/uiB3B04gLbf1q8QiGoOVITxAKrCayGMdQxJUmpbPt05vhwyirCcgdX6TZqGgfENf3WDO2cdBeGVn18cu+hhH1K8rdxQ+eF0U7emAlpwguS8s3vD0OIBdYQWGTHGb01Jr3DxXS+pcpzak+5qUkrfyhavy9+XzKld+pjF7iBdkGVrjukCULdxMsilp2ZpJpg5F5eNZvT3gK5yIoKzICCAAAD4jSjp4EOOMBgYNIou846DJbB87rjL8k/Ik0pKlIUjecZWdYghDzPwGVoTTRFiSZONHEAmLCBFRXJsibLajyhgjjItTMb2LScBueiafqs1ERRsKzU1djoq6kurK8vEoTre0uVQCAQCATCPci9JS89++yzzz777N22gnANFqtBsixbLJbltyBJ0tUbJBAIBAKBQCAQCIR7GRdX4vI8B8BzEfkiYF+67+CxHQdj8TDsbBFmdSYIgEBpAqUBNq0YTDiQ+OkPAi//8K3i0oKHHtmwae/6BTqT3SQ81Fj1UGNVrkTTmdGJU4PjCUlWNOHs4IazgxsEPru+onNdUe/Oj4YefiYRDTL9J4WuVnGu/DObNw+AtKozUwkueCTc1nrx5W//2ldbVLOxYt+Hdn5q58apZPr0cKB9ONA1EdIvFRdCipiarD49WX2G0UyOUG1J7+rHRj9yMIrTYLBduErqPAgwC2UAZIaGDM3ClBl0ZLOnA8jKqWU2utrDlNkBRQEAsMbo077YtO9I36Yj5rjFHWiqGFy1NrT7uan0ONV/Shg6L4x28Ia+WMaYzRSHGahbBd0iKBhDWUtlB+NSdyAJGOy10hUuvqFourj+XU591xkWnaHmh/yN++KP6OFEF1ykY+GrhzQxtG4VJQuW8VRSfpGRVP6CWbzwYK1pM3Q1ZJq3hfdSKXZACXfSfSeFuWrfMpgJaeJZlWM1YKTt49PyMK9AQfZ6kM8ue82In/HYaBAkWD3B6WNAEQ3KhhirQVsQs+AezUpNgsAhpEuSyrGMbhiGgXmepahrK0OQgoLACgILgAljoChaLodeIikBLEEIOY7meVYQbkRqMgw86p8e9U8DAOZKTT7fdTgTCAQCgUAg3FPcW/ISYUWwWEm63ux2C46/LmmKQCAQCAQCgUAgEO4dPMIqj/AVDPBUpgXT/7XlwJkHDsTiYXixRbjYOieeiUI8lXYwaYTp6fHoz17wv/zDt3xlhTv23rdxz7oFOtNsiaZPP7Q5V6Lp1ND4RDwpK6YTfVtO9G0x8Zn1FZ1ri/s2Pzm1dX86HacHzwhdreLQWUHXLrfDQcTRCICsblBxiYteCPV0DL73nyd81UVrdjat2dG0b/+ujKp1jAU7xoOnhwOxzMyLgAZi05GSc5GS85TBW6OVvr7VmwZ3PxQ9YERzOfp6jonJyJL+BEwDFWAVgJiFo7EqUkMprX9aYRilyGJUOJhaD8ypJhiAtCOddrSNrjrNZ2lnsNI7suZ9gccPxkxZbfg8P3xe6D0pZmJXDGmCAEBomDjVxGkYA92gsqmUdCYinRiWLAIutTPVbq1u1Vnz+tPWBGufKi6aXPWJyQ98OmmZkgdPCUPnhZEOHutLtLwwpAliCLGJV0285sJp7d2o9BY7pfP+6mJhV5VljVrxWKzmQGJ7Io260ECbMHxWQNp1DKFcFSiO0TgGYZwxYjF5ipWQoNkderlL81oll4DQjEkSZUicOgUABYAJ0XadtSOGnx/SBCFgWZplaQAAA2iEdEnWRJ7VENJ1LAjLk5oguCQ1AQNjVUGKosmKlkpJyaQEAOA4JqczLVO7mstcqQljXOS1rFpVXlPjbWr05VL2EQgEAoFAWBEQeYlw3SxWg2KxWGlp6fJbiMfjV2+QQCAQCAQCgUAgEFYQEMAi884i806E5XDqNY75zf0Hux84mI2Hqc4WoWuOzsRA3cpIViDpOBHyT//nCyO/+OFb3pKCB/bet2nvQp1pbommXLzR8QF/fzCSVczH+rYe69tqFjPryjrXFPWv2TW1bndGSsOhc0LfKVPfSUHJXg4zoqFhgjIAMgbRtMx0dQV7egZ/839/V+RzN9/fsPqBxkM7Nn76oc0j4diF8eBsFSgAADYoOeHpSXh6uu9nTUlf8eD6ir7Nq6fe9yfxsJ/Npc4L9PKGsaS6oEOcxjjNQEjrrGnCAiYicssoVWRLFZvpGg/lnpM6L1g9EKweoAzKMVXo9a9dPbJ6y/RjzyVCQ3Rfm+lSuaOlbnzuPxAwtG4TdauoYAwVjcmOJKT+yexv2VSBGVa42MYi2V0zZtPfcoRMjqk1D/vXvD/+mBoOdVDD54W+U0I6yixuNmfd3M8QAo5BHINsWDamksqPmazKneZNZ3Z6TFuhuy7btCWyB6a4Hjlwhu1vE1PTSwR7XZmZKlBmQTcBBaCk0hfIdAg8a9Z9LqrCpZXYFABUFQEADADSjJ5m9AAPeIOyGrQVMVadoRfdJYahc0WPeJrVdUNRtNympuk8z9D0tS2k4ExUkx0Aw8CqOis1yckkBgCw7ExU0zK1q3nXjPF4ID4Vyvz+nW4IYXmZq6amkEhNBAKBQCCsCIi8RLhuPB4Pz/OKoszu8fv9a9asWX4Lfr9/7mZJScktM45AIBAIBAKBQCAQ7h4MFIptHwS2D8p6fCr9lkH9bvPBizsORmNh6mIL39UqzupMNNQtjASAZOB4ZDz80gsDL/3wdY+v4IG9Gx54dMMCnQkA4LVZ3r+u4f3rGpKSfHZ0sn0kcHZ0IiPN6Ex2MbW2rKvZO1B//9SqHRLSYC7MqLtFTM0RTiDAPKXxIA5AXNOYgeGJwZGh3770nsfpaNpat2ZH0+O7Vs1WgWofCZz3T2bVmUgcLWsbHbxvdPC+1zi51Ne3xtdbvz+0/cNhKUGNXOAXa1pzwBCoAEcBiAkUjcOiO2xG5yaAzaSU2pQy+2zqPGBQRrQ4GC0Odm99y5R0FPrXFg00H5x64JmwEoeDZ4T+NmHwrKBkrqiI5EKaRE4VOQ1joBm0lEpJZ6LSyZGU3aSX2elyZ7pyVYtl/XF3kraFKivH160NfuhQkhlXh88tqZZdMaSJhtjEqyKvuXFGa41mfs9NIm60zmvaU2ZpRtUfjm54Nm4LpdNn8cgSkVLXAAIMLlWBwjitTUWyY5yEeMrltNUWgHK7ahNkBeWkJoUyFMqIMBoAIJc9z64zJp1erPPQNCWKM5oNRUFVQQxHQwwUDfEck5Odrg5FXZaaMM5JTUiS1XRaSadlAADDUILA5aKaGOa61DWA8UxUU05qKiqy19Z4GxuLGxuKzWb+upoiEAgEAoFwByDyEuG6oWm6rq6us7Nzds8CuejqRKPRVCo1d09zc/MtM45AIBAIBAKBQCAQ7gEE2lFh/wiwfySjxcbTb8uF76w+0PPAwWh8kc5EQcNEyyZaxiCVnZz+9YtDr7z4hrO4cNuedbse37JYZ7KJC0s0tQ2Nx7PgaN/Wo31bWUat///Ze/MgOY7z0DOz7ur7nvu+em7cNwiABHiToiTL0lutFNZalsKOWHvtfxThtRwOOxwOae1nWy/s8NLe9dPKK58rmZJJ6VkiKZIAQcyBY2YAzPRcPTPdPX3f3XVX7h89M2jMDYgk0K38RTDYR1VWZk0FOit/9X1f/WxPrc/bH3z2QPrSr2YiC5Rv1HDnXT4euK84EA1VmswDkNc1IhxjQv/hf+eNqyaDqfdQx+CZ3sNPD5/ztukIlbLzTQTCC9FkaUdV5vz+Ib9/iKQkmyvQ1eDrOrR68VTmZZQIzrC+UW7mKp8IbluICEGgQpQDIE9DiHIMNW00zxhUxgCa7LkaI2izQW59x6Il7R941z/wHiPSrlBXzVzv0dDpJ/KfhGtHWbzJrc6VR7fATS8gBAypMgbNwosIQVHNCXMp4W5QIhmhzoLqLGRnTc7WOm1XOE/c5QgOXwycfinrEtKrU5RvxDA7yol5Yrv2QblqWk9tpzKUZkOCtpoT/p7OS8z7nOGDcx7zKVB7JDd4Mf6inIMzSmCCWc/4t00o1g7cC5myIkGTssUboeIHLGIMfIvT2umCzXYJ6ZKkSpKC0Eb2PJlE0KyRZpWy6hS9XXgZSRL8engQSRKSrGqaTlKEJKo0TTLM3utFEEKWpVmWtlh4hIAsK2uqqSDm8wAAQFEEy9IsS3EcvR93dd+wEVpdTa+upt+7PAMAcLnMvd56r7eup7vWZOIeqCkMBoPBYDAfEVgvYR6G3t7ecr00Nze3/303bcxxXEtLy4fWMwwGg8FgMBgMBoN5nDDS9h77LwP7LyflyFLuZznXT7s/4T/5SiobB7cvc+WeCQLEEjJLKAgUlEjiJ/8w/8Z33jDWeA6eH3jxpTNdB9s2eaatJZpGFwPBVPb2cv/t5X5IaHWe5d66mZ6GlbOdmXP/JZMKU7PXuDtX+MA0V55ojoA6v5Y6L5XPU++/s3z13RHu/zD3HewYfqJ/+Hz/508d+DwAkWx+Yjk87g9OrIQVTQMAaCqbCHckwh3XCJ21xJvr5rvr/J2fS134YjgToWavcb4xfmmS1bWtbgMBgCAQARJ1lCREQp/lrfNG9L6BrnWKjeZcDU/WWtY2lTk51H471H6H0AlLwuVZ7qtZ7Phs4uwXY8UosXCDW7zFzo1zsrBtoAwEAEC4VqWJZxSAgKoTQiIrrNLCNb9oNxXrzKkmW6J5eNFwhHXnDO5Yd8fSwMHImf81oSxpO6Tm21Y1oVKOPjOpmTjJg/LSe6niT5lFhZnubOAusNZhefCz8dNfTFmDxcgNuqzZ/aomCFEpB6CFl3Q9JwQTxfmlosogj4Vrd1u63NDJS5IqiookKRpAaUpNU+oKuJc9z6KRBNpGNUECcutij+SJUiMECWVZZWhqf6oJbKgmAJAkqqKkSJJaLMqFggQAICmCe1jVBACIx3PvXZ557/IMhLCuztrdVdvTXdfTU4cT6GEwGAwG8wjBegnzMPT29pa//eCDD/a/75UrV8rf9vT0kOQDzywxGAwGg8FgMBgMprJwMDUO52cB+GxSjszlrqQcP216eenYK7FCHN3vmRAEgCZUmlAREPREZuRfly7/80/5GvfQuYHnXzw9cLhrk2faqURTKNwWCre9RegWa7S7YbbXvdD/YurYJ/LZODU3xvlGuYUbnKbca2o9dZ4CQEFT49evBcdHxun/amrpajxyfnDwTO/F4Y5LA52SqvrC8bHF4LX5lUS+CEolmtIeX9rjgycZY8rsCXhrFjouxV95KUUW9MVbrG/EMDvCidsltYMAAaCRIA/0PARQDQWpVaMDmmiHg2h2xF2s1miFJCwdRUu7I2l3xHf4Z2yRcgU6avwDZ0OnL+Y/oSdX7rC+UW7mAz4T3XahA278R5MazYtmTkQAikpOWEgI07RMsUKtOd9gTbTWxCyto3aVr000uAP9zwUvfCrjFhL+6+zsKLdwY+sotlFN5ant7KioRbPF79DF/4t5kzW/9USN+STRdio99EL8jJSWJtHcKFuW8W+fqgkRBDIyspFREAKykC1cjxY/YCSDATbZuHaXpdMJSEKSVElUJEndyJ4HATCqpEWnzCpp0In7O78+HgJy/JpqoilKlhVJVBiWFkWZIAiGITddftuebZaj2XVfJclr3RCENdVEkJBj6VJgE7lNDr9dR45QKJQOhdI/e2eaIGBNzVoCvf6+hg1DhsFgMBgM5uMB6yXMw3D69Onyt+Pj46Iocty+4tPff//98renTp36MHuGwWAwGAwGg8FgMI83DqbmmPNTyPnJQHF2Lj+WsV2ufSl06JWYHE9PXebuXOHK45lIqJlIAZEiSmQn/m155F9+SrmdPWf7n3n+5KmTg1sX+jdKNOVE6bo/NO4P3lhazaRqR1O119Ap1hRva1juq5lvv5A8+FxCyoGFm9x2ZZMQCTUjKQAgIJBYmgnNTk/88/9pdDfUHnticOhMX/+pnsHG2i+dPRxIZsb8wYnl8J1QVNN1gICctyfy9isLgyOGHGOLNNQs9Q6tHjyWfYlMhmYY3yjnu8bHV3bSAKUqTTJCaTke0uO8iTDSrIVtqxUbzEkPDwxrOyLJoAS7p4PdPlqGtkiNe7m3ZaXNm7nw5UghQpQCp5anWE3dVl2shzQBdH9IU0ZYjRSv0prLlGuwpevM0dqh26YhQ13OVhPzDgT7TsQu0bHMLCyl5tsS0gS2K9S0FtJk4TUzJ7lRXrpMFd9k7ij0zYFW/gJZOyAc/krkJTrDLimLY8z9Gf/2o5oQhIClFZZW7aio6llhKVmYDRR+zOhuM2yxM90es8tEEISiqKKoiKKSp7Q80AADKB2adNKsUlaNorcLaQLrMUml1zzPSLJaKEosTcmyVgp4Ioi95RDLUOx6/JMkq7KkSpIiimqxKAMACALSNMnzDMfR+wmTKkfX7yXQIwjY1Ojweut7vfUdHR6axo+xYjAYDAbzkYP1EuZhOH/+vNVqzWQypbeSJP30pz998cUX99xREIQ333yz/JNXXnnlI+kiBoPBYDAYDAaDwTzGQACbDN1Nhm4N/fJy0TefvxWzflD30uovfSJGJDK3r7C3L9/nmSBEPCnxpIzS+cXXQn/x/Xf+0mlpPtn/1PMnLp09RBGbF9PNHFsq0SSr2sTK6vWl0AezS8m0w1eo8c0eZY1plzvQXTPffij23Kn0S5q+fJv1jXJ3L/O5JHV/PxFLyCyQAchlQ9H/+O7MD79rMNqcB0/2Hzs/dOBC/yuH+l451JeX5MmV8GQgPLoQSBdFAIBSNCtFsy/UOc+InCVucYd6apeaP5M9/oWEEkW7G6DykCZFiMp3lsBdo500WZobQZsjYqdFGwsgBADoCgNiTaFY07KmMtY054q2u5Z6L4YvvpB3qHH/LXZ2jJ8d5XOJnWQDXA9p0u+FNMm54kxCnKQl3qDUmVO15nh94zzX+pZbMdel2+pCBz8ZuvRfMo6CuHiDmx3l5q5zcnEfIU0QQYh4RuYZxYGAspwT/paOysz/x3vAuTb7SW3oYvzAp+PPZtLRSXpLbNmeqgnBUmCWQTDzoo6gkM8Wr8eL1/wFI6c2WkGznW6x22wGiiJVVZMkVZSUtLqWPY/XCYtKmXXSpJFwB9UEykQRzVCKogmCTJKEpukAAJalKWrb/ITbtGA2cwAARdEkSREEWRBkSVIBAJCALENxHP1wqmlpObG0nPgf/znJMFR7u7vXW+/11jc1OvbjwDAYDAaDwTwEj5deeuedd370ox996M16vd5f+ZVf+dCb/UWGYZjnnnvun/7pnzY++bu/+7v96KV//dd/TaVSG29tNtv58+c/ih5iMBgMBoPBYDAYTEVAQqrN2Ndm7JP0VxbyU/7inYRlwvFC5KWXY1wyeucye/syu+GZSqnzWEJmCRllCrE3ov/9P6783w5zzXHvmWeOvXjumIlhN7XPUGSpRNPnDvfOBML+nHh1bnklCYJ5W9A/cNWYMjoize7lro7owf7M07+aCS9QvlHDnXf5eGBTjBGioGYiiwAU9Vzy2o8X33vjTZK19J7oO/fUoYPnB052Np/sbP7yuaP+WGrcHxzzBxdjKYSQJnOFeGMh3hgmDnPmFOtYbXSvdFxInX0245YT/lLqvFFOzG8vJ+B6SJOmplMLIW2Bo6HJXVtr6GrIegxhK4lK8gABJWPX864pf99dViStkRrPirdnpWM4e+k3wpkVcnaEW7jF+SdZtE0tqPVjbQ5pygrhRHGJEXRWdZnkWkukyRa2Dl3j+s0NBU9D4sDgSvfJ5NNUJD1LlkKaymKPykZQdg7X/ogQMJTKUJqFF3WUE95JC//JXFa5twe83AWq+0D60InYSSqhzaHZUW7mKp+JUVsa2REIEQmRiZOMnAwQFFWy6M8UfasyxRTqLHqNGbXaaRtvMXMkSeg6kiRVkpQIIUcAIBA0aMR69rzdAoBomlyPEEKKoguCTJIQ6QABwLLUfoKHSi0YDIymaQhASVREURUlRRQVAABBQJalOY5m2X0VfypHltXp6dXp6VUAxk0mrqe7tqenzttT5/FYHqgdDAaDwWAwu/N46aVr16594xvf+NCbffHFF7Fe+tD5pV/6pXK99Prrr8/MzPT09Oyyi6Zp3/rWt8o/eeWVVxgG1+HEYDAYDAaDwWAwGMASfK/laK/lKAJ6WFzyF+7O6DeZ5+eefSliTMZnrtBTl7mVu+xGQjYI0FqJpqxQ+M/4az++9n270Xy489jTx5574miTybapfQLCZoflaG/XZ44Nlko0jS8GbwehmLcnlr2TjMjbojXOYJdzpfmVzKnPxdIrxOwI5xvhAtPcpixwBNA5QuYIGWjZ+curt9+9DAhDQ3/7mYtHz1w61N7savc4PnNsMFMUby6vjvuDN5dXBVlBOilkXELGlfEPzBozvC1utoU7+1fbD2Wf+s1Y3o98o4bZkW0Nzdp4AdAoUACokFmNpkN3ETTYeWtNXxdscywZYHZ9hUOTOC3ashJtCZAaY4mx9ki7Z6XrudjFV/KWYsI/sYfQui+kiZTMrIRAXhLTRR8jTDISz6t1lnyDNVPfOku00c6ivSnV27Q6/OnIi/9TlksqCze4xVvs3DgnC1vb3xSNhCAEJEQmVjKysgsBeTlbfJWZl+lJWwP5dGfjceHQJ2LPfyFuS0sL11jfGLc0xemb4712tE2lElA8rfO06kBA0chiLFcIMvIIpTqMhTqz1mDVZ38owQAAIABJREFUagwMTfM8UxJCiqJJkhqSJcAAVifMGmlVKbO+W0gTALBMNQFN0yVJlWUNQqCqGstSDEPvWa2JoSmGpsxmAABQVU1cV02CIAMAIIQsS7EsxbI0y+7dWjn5vDh+3T9+3Q8AsFj4rs5SoaZGh8P4AK1gMBgMBoPZjsdLL2EqiFdeeaWjo2N+fr70VlXVL33pS++99x5J7viM0p//+Z+Pj4+Xf/Jbv/VbH20vMRgMBoPBYDAYDKbSgICo49rquLaTzuezSnKxcHuevKO9cPP8ixFzKrl4BW31TCTUjKQGshJ6e/TdN2+8bf8OPdwy+NSxS2cPDTrqSLjZc2xXoimUi3K5aPM8cZw1pc32aKdnsePZyKc/mUHJ5Nw47xvlFq5zW3LZIRqqNKkCUEjdTvzb5M1//K8GW0vDgfNDT1861nmgrZSgT9G0O8Ho9aXQdX8onMkhBKW8Tcrb0oHOICVz5jRrizS4gx0vJC59KmNKSku3uB0Od2/IEMoAyJqQCY4H9HGWgIbOtmZLf3u2hl+Cil7qnEZKqVopVXtzYXiKEWlH2OVa6R0IeI9kn6PTyUWiJLS2q6JUdiwIIEA8rXK0CgxFVc8K4WRxiRERq3gsWoM1tuKOGhreZTVjfbqhJXHk6Er/udRzRDpyl164xe5Qa2pzSBMECEDAUgpLqTYD0PSc8EM6+W/Ma6T9e4cbrRfA4UPRAxfjL6Jw9DY1O8b7Rrl8gtq2qe24Fy9lNQiaThTlvDCbKt6mdZZW661CoyVXZwEMSdMky9ImEwshVBQtJylxWSB0aNJI665VmjYgScJgWBOEJdWUzwsEARUVsQzJsnuXa6Io0mQiTSYAylSTtBbVJNyvmqit5cd2IZsVNlSTy2Xu9dZ7vXW93vqNDmMwGAwGg3kgsF7CPCQkSf7BH/zBF77whY1Prl69+hu/8Rt//dd/va1h+v73v//1r3+9/JPPfe5zBw4c+Mg7isFgMBgMBoPBYDAVi4V2DNvODtvOinoxUJzzc7eVF0ZPvxAypeOhK8rUZW65zDMBgCBAHCGDjIzezUy9c2fS/k/0cG39meMXTh8cNLm2tl9eomkmHBtbDF6dW05lCTHriC15RxmRt0Xr3MGeE0unL6Q/IScWb3G+EcPMB9uE5pBQN5ASAJIeTF/7zvQ7/88POLez4/jAU5eOnjw3PNxcN9xc96WzhyPZ/MRyeNwfnFgJK5qmq0wx5SmmPCn/4Ayf5cwpszPUfizU90T6GRCNTRKzY/zMNb6Q2ulBRgSBRoIiQMXEQiI2P4mgscbpahzu1ZodK2YYE8XSdqrMqeHWlXBrgNAYS5J1hNvdy10vx178TNacl+ev71RF6R7bhDQV0sUpRhhnRJNRa7QJteaZhS4f0c248/b65IGWYN+nY7/8+SQR1xdvcr5RbvEGpypbdcgmP4QgBBSpmUnNxEkI5eWpdHGceV9l32rrYp+i+45mD38h8j//WkpdVhdvcr4RPjjD6jrc0tRGg/efLggoUrPwmpmTEIKiShVXCwV/TEUEchvVBluxzpx3GgAABAlZhraYeYKESAcxSQlIEqdBm0pZVGr31HkltqqmbLYIAEQIleQQSe5RrqlcNSmKKkmaKMqipN6nmjia21+MVDnxeO69yzPvXZ6BEDY3O3u6a73e+s4Oz4Mm4sNgMBgM5hcZiHZ5ROdj55vf/ObXvva1D73ZF1988Yc//OGH3uzjTCKR+PVf//Vtv5qamrp79+7G2/r6+tOnT2+75e/+7u/urn8QQpcuXXrzzTfLP7x06dIf/dEfHT9+fOOTcDj8F3/xF3/6p3+qadrGhw6H49atW42NjfsZziPn+9///qc+9SkAwCc/+cnvfe97j7o7D4yqqolEwmw2GwyGR92XD59isZjL5dxuN0HsXUi24kgmkwAAh8PxqDvy4aOq6tTUVH19vcfjedR9+fCp7ssynU6rqupybbM+VQVEIhGj0WgqrWFUF6IoZjIZp9NJUVW4aLK0tCQIgtfrfdQd+UiIRqMGg6EqL0tZllOplN1ur8psydlsVhTFqvyZAwBEo1GO4yyWKqxiUiwWfT5fe3v74zw6BFBY9PsLd0OFG6w+Y0vHIlfEO5eZ+z1TOVBFBHRwYMDJHxx86skTJzytDUbrTu3rCG0UT1qIJteaIHTWlLY7Vr01Cy2meAuZjU8TvlHu9nuGncUPAABoiBB1BhlNDUf7Tj51+PmnTxqMXOkrSVV94fjYYvCDueVkQSjfi6QU1pxiLcl6t7/TlGiks0xAmhvbLXXepiEjADXEUZy5dbDb0tNebDbfzqRFRd20HcWItD3sdq14nYFmLttK5WM+eucqStuDENB0oqjQRYkRCU6useo1ZrXJinia4BVrY6q1OTJcu9ptSDeAYvgu7RvlZz7gM9E9f5HLtCGAAAFVJwSZEWQ6b+LJs2zrU9LRzrDXmHYUhIVxfm6cm7/BruuxnUzLNpdIqXFZIwsiW5QZWSORiVUbLFqjTas1lTIFAggYmmJZiiAJgICiqEDUDTK0KKRFox9E66ydsbVoJAg0VacoaDBw+ynXtMF6VJMiiqqu6wAACAHDUBvlmh4oqmkDgoBNjQ6vt77XW9/R4XmgLm2Lz+cjSbKjo+PnbOcxRNf1WCyG1xkqkSpeZ6juyzKZTC4vL/f19VXlzBmvM3yIOByOVCoFAEgmk3a7/aM+3OOll5aWlmZnZx9oF1EUk8nk/Pz85cuX3333XVVdmyyeOHHi93//92maBgC4XK5ftCiZQCDQ1NT0czbyxhtvPPfcc7tvEw6Hjx07trKysunzrq6uzs5Onuf9fv/t27clSSr/lqKo11577fnnn/85e/ixgfXS4wye9lUoWC9VLnjaV6FgvVS5YL1UoWC9VKFUhF4qp5Q6b7kwqSnXzalY4kpu5gq9s2cCOiJIJ0MMutCh/iPHDx2vaRmw15E7L8SXlWiK6OuNUoxosEVaPUudzmALkyaCkm/UcPsdPhHcmgLuHghASadUincMtfSdOfyJF8821bk3vg0kM2P+4MRyuPxAJWhDljenTLZIm2ulg0870sXQGOUb45cn2Z1S5206ro4oBI313sbWQweUJscyqSzG05sWQyChsZYk4wi3u5a7zLEWNs9GldkxbnaMX5pitW1CjrY7FgIIQEklizIjyIxot6gNNq3Rqts4SCLenXM3JQ42B/qt8XY2p8bQ7DXeN8YvT+1nIBu9hQgBhKCgUqLEFBCnHuZrntGHB+KDjngXnUv6Sxn/+PA8sz7G/asmiBBQdFKQ6KLMiAqtM6TaYNNabHqDtTwrHkURLEtTFAEAJBHgBMjkdbNCUjsea0dUTRMFWVWRjhDSdZqmOI5+oBAiSVYlUZEkVRTljb8qw1Alz7SfdHzbwjBUe7u711vv9dY3NToerhGslyqU6r6hq+J1huq+LLFeqlywXqoYlpaW/uRP/uTVV18tDeqJJ5547bXXbLbN5Ux/EfjY9BIAwOfzXbx4cath2gmapv/+7//+85///M/Xu48VrJceZ/C0r0LBeqlywdO+CgXrpcoF66UKBeulCqXi9NIGii4HhLnl4p1U8TIbX0ldzc1dIVbu7lhSCAHIuil6yCH0drQfPHq8vuW4p8VA7eiHsoI47g+OLQZvLYel9cc6IaGxpozLGeqtnW83Rk3R4uIY6xvhAtPc7isNKiJFxHAt7oZDA+cvHb1w6iC1niQtJ0pTgchkIDwyH8gIYvleBKGx5hRni9e7ljvNsXqQk+8qC2O8b5TPJ/YTZVIKaWINNlvH4UGbtyPhYe/EkwVJ3rRdKaTJ4Qx6ncE2LtVEFKJ3ad8oN3OVz8T2+zOKENAQUZTposQIrEmutWgNVq3eAghImyRrU6KrOXzQE27lcrV6cXWG8Y3y0+/z2fh+2kfr/4MAAUUjBYUuKIzcwZueowcPpYZrYj18Vo9rCzf4xVvc3DgnC+VqZFtNsukPBhECOoKCQgsSU5QZhWO1FpvWbNc8hk0tQAKyDEXTJEEQLpYzCFCLiqy232mwruuappUeDtZ1JMuqJCmqqiOESoWgHigUqaSaBFGWJfVDVE0mE9fe5u7o8Hi99S3Nzv3viPVShVLdN3RVvM5Q3Zcl1kuVC9ZLFcZrr732uc99ThRFAMDRo0fffvtto9H4qDv1cfNx6iUAQCQS+dKXvvSjH/1ozy3b29u//e1vnzlz5ufs28cM1kuPM3jaV6FgvVS54GlfhYL1UuWC9VKFgvVShVK5emkDBFBMCi4V7kaKo0p0Mv9+2v8+Wr6zo2cCACKGoNtMSl+d/djhU329Jzyt9YYdh19KnTcRCG+KNKIY0WgPd9T4e5wr7nwucQvOjHLz1zl917gcHUBJp3Wj0T7Q3nd88OUXzjbXuzcONBuOT6yEJ1bCs5GEpuvlO1KMyNuiJnuk3bnczmWMoWJwnJkd4cLzu4y0/CxBHVE6YWjoaW49fEBrdixBeTGe1reENDGmDOsId3gWO0shTXFl9hq375Cj0rEAQmshTaLOFl12tdmuNloBQxKUbqzL1DXHDjYGe0zJTi4nRODsNd43xi1PsZq6z5kkKrdBRYkpujnmWUPn8dzB5lg3l66BYuAOs3CL833AxQObDOLeqgkBiBAUFarkmSSe15qsWrNd82y/0sIwFMNQdo5rMpkNAkgvZTVV33bLEuV66b7jopJqUkVJQTpgGLKU+G6ffqhkqkRREUVZlu8l6mcYquSZ9t/UJiwWvquzxuut6+9rdDj2WG7CeqlCqe4buipeZ6juyxLrpcoF66XK41/+5V8++9nPll5/8Ytf/Pa3v/1o+/PxE41Gf/7Uc9/61rdOnTq1/+3feOONv/zLv3zrrbc2UhSW09vb+9WvfvUrX/kKz/M/Z8c+frBeepzB074KBeulygVP+yoUrJcqF6yXKhSslyqUKtBL5eTU5HLBFxRu5ALX0leTgStqcJrSd14D0BBB13Oq1wP6eo+dHHqiqdNr9RA7B45sRBrdWl6NZgulDyGhceZUnWel2+VvBHHxljI7ws9fZxVpj3mRgkgJsVybp+nY0PmnDp8/NkyuhzSVqjRNLIcnAuHFWKp8HaNUFIqzxuvd/i5LzJHNFyb0+RF+cWK/Ge10QGiINXvsfacP1Q/1ZRzcnVh8o+jUBhQjMvawwxnqcQbauFSdVgjcYOfHublxrpDeb4UeBICmE0WZFlS26LBJtXa1yYZMDASAcxZsjcnextVBV6yDy1glaeEGNz/OzY3zhfTu5ZTKmy/ZIKBoVEGiRZrVn7bUnlIOdUb6zYlWtpBaIefGuNlxfuUOq2++cd/a/mbPVAqWKsiMIDGCyaS0ONRWOzKzO3WIoggzz7VbrY282SiTy4uxQlHatM1Oeum+QyMgy4okqYIoaxri2LVQJIra12Rb03RJUkVRESVFVT5M1eRymXu99V5vXa+33mDY5rcM66UKpbpv6Kp4naG6L0uslyoXrJcqkpdffvmHP/xh6fXbb799/vz5R9qdXyBSqdS1a9emp6eTyaQsy06ns6Wl5fDhwxU9ncJ66XEGT/sqFKyXKhc87atQsF6qXLBeqlCwXqpQqkwvbaAiZaU4O58Zjwfey12Lhd6XgncphLapvVNCB1ClaKLNqvW39Z87dLa/96CzcZfUeQCASDY/sRyeDIQnA+G8uJZujmJEi2O1s2axy7zC+ouBcWrqPUMhtYeM0QAh6bRmMNgHOw+cGHrpuVMNDfeqNGUF8XYwOhkI31oOR7P5e2NUVZqTjLa00R7tdPvbqBS1IAXHqbtXDLl9pc4rhTSRiDQ09DUeOHvW2FMfgMr4YjBZEMo3Kw9p6jLHmtk8GVJnRzjfCBecYXV9v5YCIShpVEGmJdaQ97jUBptWawIQ0pxqqks3tEQP1oW6DOl2Lp9ZIWZHuIVb3NIUp6tgH54JAIBKNkjTCUGhixotH7daz5IHD0T6bYkONscoqv8WNzvGz45yO5yfTUdBZa/WWi7KjCDTRaNZanKq7Q5k2u0fcwLCWpOp2+loN9soBSwsRBPJPNifXtrERrElVdU2Eujts1yTpiFJUkRREQRZ0+6FVZXa4biHVE0EAZsaHR0dno6Omv6+Bo5bGw7WSxVKdd/QVfE6Q3VfllgvVS5YL1Uk77777rlz50qvn3/++ddff/3R9gdT0WC99DiDp30VCtZLlQue9lUoWC9VLlgvVShYL1Uo1aqXSuTz+Xw+T9jVpfydlZX3YtdmEteLwQkoF+FO6wIIQFmnYJ1R9dbVHh44d+bA6YZ2F7dbQrDy7Hl3V6OqpoP1kKamGn+f08+sZNI39PmxrYnath4dyDolIZZt9bQfH7zw1NEnTgyWz682nNZUIJLKFyCEJEmC9aJQnCXpdgS67SFzoJC7heZGuMjCvlLngbWQJsbW6Ow/c7T/xOGcnbsTid1aXi3KSvlmFCOytojdFexxBtq5lEcurk7SvhHD7Cgn5vc7D0QAaDopqrREshmnS6q1a/UWRJMEqRtdOUdzYrgp2GlJdXFZg6As3mIXb/G+ES6f3HBCe7sQhAACawn61E4zfIrrPZIe9sQ6uEwtLcSW6ZK+8k9ySNu69y5RTWtJ+USFFhW6YLMW691qqx3xe/xleUS0mqz9DZ5agzGXEVYC8XRaerjlqQ3VJCsaTRGlaKR9lmtSVU0UFVFURFHVy7IvUhTBcQzH0RxHPcR8vqSavN76Xm89QlmGobBeqjiq+4auitcZqvuyxHqpcsF6qSIpXZGZTAYAQNN0LBazWq2PulOYSgXrpccZPO2rULBeqlzwtK9CwXqpcsF6qULBeqlCqXq9VCgUampqSm8FLb9cnFnNfbA6cTU1monc0lbndkudpyJSplit1c4Pd5+4ePCJ/t7dU+cBAERFnY1sTmpHMaLDFfDWLjQRQf2u5B9j5m9wUmGPWZOKCElnFMZoG2g78sTwy8+drm+4NxvREbq9sDQfzyykcjeWQqJyL+8bxQqcOWmyRTvc/kYtQ/jElTFmdoQT9zpiCQSghkiCNTT0N5988sm6Q51LcrHcnJVYy9Fnj7TXLHSaY01UXp5FsyPczDUuGXqAuByEoKxTImJljy1hd6kNdsRTCADWIFkakm0t0YO1q518ppEuhn303Bg3fdUQWy7/Zd/DqZTS5yk6Kcg0ajJIT1ibj+UPNoS7+EwzUxCyxMJ1dnaMnxvnpcK2Te1UqwmWSkzJKimojFpjSXjqlCY7YPaIGyMRtCiEh+YOtTbZTJymo0Qiv7wcV3ct17QTkqzKkipJiiSrFEmw6zn09hONVNJUgihLkloe1ldSTSxLcRy9ka1x/+i60thoO37M6/XWNzU6Hi4F3+NJda/jV/cNXRWvM1T3ZYn1UuWC9VKlcujQoRs3bpRev/XWWxcuXHi0/cFULlgvPc7gaV+FgvVS5YKnfRUK1kuVC9ZLFQrWSxXKL5Re2kBFSlj0rxSuR0M/y10Pxcakheu0WNgxpElDhKgzmtOIvA09J/suXTx2rK6FJ/eQKOmieDcUnQyEr/tDiXwRAAAJjbck22oWvS6/IZCO3wSLN7nw/B4BRqWAKkFnSbez81TfhUtHz505QNNUPB6nKMpms5WHT90JRbX1qBQIEWPM8Na4xxnstgUN/mL2lu7fxxE30AGhIsZca+89e+j0k+dgg/l2KLa1HBTFiKwlbvMEvc6ldi5tSwtLI4xvjF+aYnV136nzANQRIaq0ZjNmXJ6c0666eQgIitFMnqynKTbUFOoxpTrYnBJDs9f4O1f4wDR3/wrPXqqpFHik0rqNVc5YLcf1A22RLlOqi82Rmr5wnbtzxTDzAS8LO7WzvWraKNEkIUartcScDVKjDdE7eiYEEECAANCokVaNriW5jia33W4gIMznpfmFqCDIe52tbdhQTaKokOuqaZ+KaEM1yZKK7ldN6+0w+yz7JIoihJBlWQCAycT1dNeWEui1NDsfYlCPFdW9jl/dN3RVvM5Q3Zcl1kuVC9ZLlcrTTz/9k5/8pPT6b//2b7/85S8/2v5gKheslx5n8LSvQsF6qXLB074KBeulygXrpQoF66UK5RdTL5WTlCNLhclU7t3U7anMeGHpJhGao3daNkAASjolUZza4q472nXu6cMXh4ac7N43HRtJ7TYijShGrHUv9dbN18NV9Y6yMMYs3Ng7wEhFhKgzCm20e1v6j3Y9+9yJ3t77spCJijIbSWwKnwIAkLTMWRJme6TT7a8tpLQ7SniSmhvnZGGfkzeoIpLgDE0HWk88+eTAqcGALEwGwjeXVmO5wr2NCJ01pVl7pL1mscscrVGKhSndN2LwjewdrVUOAlDRKGThhTpX2lYnuo2KjiAEvLVobUh1Nq8OuaIdXMaUlX3v876xbXPc7aaaEAAAQUUnNBOrHbFqR+iBnrjXmuhmsxYkL9zgJn9m9F3jVWWXNrZpvxQppSNCRBRsMMUdDZk6D9hiZUp6qTyXHacTVpWyapQZkR6Pze0y0zQhSsrycjKfF3c9VdujKFrJM4miQhBwI6qJ3ll6ldB1JMuqKCqiKMvyfed0n6qpXC+VY7XynR01Xm9df1+jw7FbtsnHlupex6/uG7oqXmeo7ssS66XKpbr1UhWuL2yQy+W2fY3BYDAYDAaDwWAwGAxmKw6mxsHUAPtFoSG/fGams3BFjFzN3UwFRvXZcUYs3rfSCgHiCIXTFbSYyy8s/9t3L/+jw8QPtBw80//speODnjq4g9WosZguDXReGuiUVW0mHCvpH3+IDwR7IKGZbPGuT8+f/zW/NZoK3yB9IzsGGFFQN5Ei0EX9TnJ0auq9v3ud9rh7zvQ98dThJ04PMwzN0fRgY+1gY+3nAcgI4p1gdDIQvrG0Gs+BQqKukKgLzx+g+SzvTNV8Zvnol1e4hXzxjj57jY+v7B6MhSioAikbvDbxr9em/hHR9mZn39lD/9uli+Z291QgMhkIT66E85IsZh1i1nFjqXeSEVlLwl4T7PmS/+WvpOklee59dvp9Phvfe1kGAsSQCigozFzOjJZ0iiFarElHY5F0Jecsl+80XOMkS022tik2eCp84OnU81I6cJ25c8Uwf53T19IE7hbVBAEAEDGkhoQieLeov0PMc/TSwebvHTQ19qSHvdHjBzLPq6nZa9z9bd53QrZpEgAAAQl1I5DRarJxNVXvI6l2U9RWH7HWg53TxImELjJyBMiUDs0pwR6LWXQKImi18n299SxHq4oei+fC4fSep64ETZM0TZpMHCirt5TOCAAglimpJoph6K2JHgkCchzNcTQABk3TJUkVRUWUFFXRVFVXValQkAAokCRRCo3iOJqi9lBWJTIZYfy6f/y6HwDgcpl7vfVeb12vt95gqMJVYwwGg8FUMVWrlzRNm52d3XhrNpsfYWcwGAwGg8FgMBgMBoOpIHjS1GM+3GM+rNX8xmr3YsPzHwzmL4szgdi4uHCD2RTSBAFgoMpQKsgW1Cvx8fcm3//mv8P2ms6TXRefPfZEXx9PbW9rGIrc0D85USqJmZtLlut3aq6DUxQj1nv9/RfmnoCryqw8O8LPjnJifptgAgIgAyEbCBmk8ks/WH7139/6K8ro8LYcOz/0wvOnG5s9AAArz53sbD7Z2QzKwqcmA+F80aIULdlIyzwlc+a06VCs9dnFgXwCzsiBcWrxBqcqu4X+EEBnoFRYCY1+d/Xq//tjymxoPNB28uLFr/zyc1FJKuXom16NKjKnxhsK8YYgcYQ1pTl7tPnFxWOfi1tjqfR16BvhAtPcnsllIEAk1EhNAAuCayGiAoqptwiNNVl3k5xxLEQb7n4gGW05a2Oyt2u192jypJrM3ACzo/zcGCeLG6PYUTVtCCFSltC1mPGDeIqnrg24fjbUQXepQwdCB05mnlfT/lFm4m3D0gSn71ggafNIIIQQIEJVkS/tQhkPP810GNOumiW+Vdml3BeBUoSaolUCQZNGWgtKfLpIIwgAYFmqvd1jMfOapqVShdBqWt+lblgZFEWaTJtUk5rLibqOGIZkWZrjaJal4BbXRJKEwcCU9M+GaioKsq7pmqYXi3KxKJc2K6mm/URHlYjHc+9dnnnv8gyEsLnJUcqe19/XwHEPULULg8FgMJhHQtUmx/vJT37y9NNPb7x97bXXXn755UfYH0xFg5PjPc7goPUKBSfHq1xw0HqFgpPjVS44OV6FgpPjVSg4Od7uJOXISv56QbwsBCfyt/KLN+nZcUYqbj/h0REUESNorOKweA40Hzs3+MozZ2ot1v0caEP/TKyEC5IMCc1ijfU0zPY6/KZIZnWS8o1wwRlW13cTPzqAok4LGkd7XF3Hus9cOHjpqaMUc9/vYHmhpunVqKKtCRPakOXNKY8r2GVe5pfymZvIt79Io42xq5BxtLu6zxy8+MzTLT2Nvkh8LUgrltLX12GoUkiTO+h1+evkrDql+MfYB8nRVwJqiGBcLNvtiTjaZJdDUnRJUiGdNboSTY3RwdpwI5mHM8rsFe7Baymt5bgDNGEeYLUjjmIb3V0b6jSkGouF5av0djWf9u7werOQtwNzP1+oq7mjted2uJA2weuETaUsKmXQ1+QNhNDjsdhtRoKExaIUCKRUdXNywD1RVU2SVElSBVHWVJ1hqFICPY6jdp3SI0XRRVERJVkUVXS/4iJIgiIhw5AmE88wDzYBo2myrdXt9dZ7e2rb2txbddcjp7qzkFX3DV0VrzNU92WJk+NVLtWdHK869VKxWDx9+vTNmzc3PllYWGhra3uEXcJUNFgvPc7gaV+FgvVS5YKnfRUK1kuVC9ZLFQrWSxUK1kv7RNQKAWE2UXhbL76vziYWR8H8DTY4u32wRalEk6CzAskbu2oGTnufeeHE8Z6unVLnlVOuf+6uRlVNZ7h8W918j3upiQyJM9rCLdY3wuWTe/y6yYgSNEalTO7+luGT3uefPdXW1bB5m/JMfesSiKBUzpy3mMOpAAAgAElEQVQ02WKtbn9NOq5OKKuT1NIUq6v7XO6HKiJpq6H5SMfxpy4+ceGYQoJSkNZ0KLaSzKxtROhrIU3uxXY2Ts0IiRvEfsa1CQQgaaBMPU6hvjHubNEoUpZVTRdoU8JaG+trDHVySWpaWr7Kzo7wYmGXIeygmhAgaGDvp+AhR77D5HbHeswJdzafGoO33jaG5x8m2gYBCBAwu5BzkBGbGnygPZxmZXmbBHybYBC0aJRFIS0aXd5dh8PodJpJEoqCEolmBUF+0C6tRTVJiihquqbRdCmqiWJZmiR3m95LsiqJiiDKkqiVDJqu6wACAhIkSZSy53HcHo1sxWBgStnzhoeaLRb+QYfzEVHd6/jVfUNXxesM1X1ZYr1UuWC9VGEEAoEvfvGLb7/99sYnXq/37t27j7BLmEoH66XHGTztq1CwXqpc8LSvQsF6qXLBeqlCwXqpQsF66UFBAIVFf7hwWRLeQ+HFxE157iYzO87uFNKkIrKos0WNJVzWzlOdp588dOnsYYthXyvmoqLOrscALUSTBKE57Ks9DfPd9kVzJBeYoBducf5JFmm7iR8NEaJOizrL1ni6jnWdOTt8/snDrIHdtFlOlGZWYzOr8dKxSh9SjMjbojXuQAe3TPsKuTtgboTdvwFCCKoE4+px9Zw5fP7Cxe6B1lRBmF6NTQbC44vBZEHYOApnSdjdoW7HonU1J0zoi6Ps6tyD/jsJEUHY2nmutzFo7yiwZoSQrKgEm2Rt0db60IAjalgW4tfgncuGQmr3Kes25xMBACBwdgD2mK3odbLOTJc14ojn09fg7Xf4ZOjhJhsQIeBs0msOMqCj4bbYHUwZJEmVJGX3xHcEACaVsquURaWo+3vLMnRNrZnnGVVByVQ+lSo8aJ/ulVwSFVXVKIrgOKaU/m4/qilfEBRFg+C+LUuNcBzN8/QDhSURBGxqdAwONg0ONjU3OR5tSFN1r+NX9w1dFa8zVPdlifVS5YL1UmUQiURu3Ljx/e9//7vf/W4+ny//6s/+7M9+53d+51F1DFMFYL30OIOnfRUK1kuVC572VShYL1UuWC9VKFgvVShYL/08ZJXkSuH9fPEdVpmSfPmZEXruBhvaIaSppHmKGidRnK3H03uq58nnj53q6SH3t2JeEjNji4EbS6s5UeL4XGfd3T7PUgsVTd5BC7c43yifT+xW+QYBIOq0qDMyaXT1NR442fvMk0e9g+07HWsyEL7uDyXyRQAAJDTWlLHaw501c45YUr2rrIzReybrK0dFFOcxNR7uOvHUpfPnj1AMtZEP8ObyqiArYD2kibcmOmpm64Q4uiuHb5AL1zltv4FTGyOF5gbWNtCYr+1ZZsylNSBI5kk+bnKHezwBR6BQHFPnr7K5Xc/YOpuPDiHwdGnMkDXv9RTteqczUJvICGP6nbe4dOThPZOrSXMfYIptPT6ltyARpcx1kqQoym6J74waadUoq0JyaPNYCALW1FjMZh4AUMiLodXMgy6I3VNNkqIq2oYl2iWBniiKAEAACFFURFGW5c2dZ1mK5xmOox80e57ZzPX1NgwNNQ30N7LsI5jdVfc6fnXf0FXxOkN1X5ZYL1UuWC99fLz66qvf+MY3HnSvXC6Xy+VEUdz2246Ojtu3b7Ps5meRMJj9g/XS4wye9lUoWC9VLnjaV6FgvVS5YL1UoWC9VKFgvfShIOlCsDiZzv8PqF6nYtGlcWqXkCYdQEmnBY0VdJZ0GVtPtB+7cODpJw7Xmvf1J9jInjfi88/FkpBEta6At37W61wyxnPzo9zCLW7PXHYqIgSdETWW9jg7j3WePD106dIxg5HbuuWGBLq1vFqUFbAebFTrCTTTS+x8PnMTzI9wYmG/k0AdQJ1iPX0NA2dPP/vCeU+Dqzwf4J1QVNN1hBAk80ZbxlGz2sEtMr5C9iZYHGX3f5R1IGsh3UP1bPegn3cmZRkAAAmdNsYZa7jFs+LJpNTrSvAKlQjuc7Zw31lFAFgbAH/AWuxrKLi1dueKdSUjjamLl5lC+uFmxRAh4GnXzAOmSE1/ELVBgiw5HklSJEndJYceqxMWjbJqpEmltv7tCQI6nSabzQgQKhSlcDize4DUVjRNF0WlZJtUVaNpkuNolqM5liaIewcURRFCuLEkpetIEBVJlAVR0VT9vi6RkOMY/sGz59E02dNdNzjQODDY6HR8fLOF6l7Hr+4buipeZ6juyxLrpcqluvXS47W+kE6nFxYWPsQGXS7XD37wA+yWMBgMBoPBYDAYDAaD+XhgCb7ddAyYjiGAwq4F1PxW/XNXX1DnUzPq9Ci7KaSJAIgnZJ6QAcip2VTsx9F/e/3Gd6nvGrucPae6zz1z5Gxvr4HasagPAWG7x9HucZxp9ugARkRlYjk8ETj49q0Uz6e7+ub6zs8/R0WjU2DhFjc7ym8boENB3UyKZlLU09mVH6/MvnHl1f/9247u2gNPDDx14fDwcNdGFrIai+nSQOelgc77i0IZ5uIN88QR1pQxX4i1/dKSO70qT6kro3R4ntn9mV4CIEIVkxPz70ws/PS//SPrsbSdGnrymYsvHu975VCfqCizkcRNf2hsYTmYMBWSjQHiEGvK8E8mmj6z6IzElEklNEImgvsseoSkrBq4vAwuLwOa6hp2OfoOC7Utd7NUPue5HRjycQW2O2Y9EegSVsFNMXMdROd3XzUqHxuEAGSDIBvMoNcz1gaQ9FoWO45oJ1HNCystoaQ2Lq9cpotZ4v699ugwhCC2SMQWixCOdnSM6G32efOQxjgNBsZmMwKAZFmVZU2SFFG8L4eeROgxQo7RgELQpJFWlbJqNLn+va6jWCwXi+VKb81mzu02MzQlSmokktlPuSaSJIxG1mhkS62JoiJJSjZTjMvlUU2b/y4EAY0GxmhgQFksVFGQdU3XNVQsSMWCBB4we56iaFO3A1O3A+CfgctlHhpsHBps7uqqedAKTxgMBoPBPASPl176cBkcHPyHf/iHvr6+R90RDAaDwWAwGAwGg8FgfuGAANZxHXVcBwC/llWSwPLugaGfHVcnUTQ1e52du8nM3R/SREHNTApmUtABlGZTM9MrN//uvb9wGhuOtRw+N3Tx7MFOpxtuVwqoBEORg43OwcbazwOQKYp3QtHJQPg/J0LpYra5drH/k7Of/V9WqKgwO8ot3OKWp9itWeYIgHhC4QkFgII8n7w2O/uzV39EWq2tR9pPPTn87MXjFotxbct1rfXKob7yolCLAWdspYdiRK410Xh05QTjh9PF5E24cJ2Vd6hHtX6uEEMoKJ5Y+MHbM6+9qzOcZ6jt4Lkzzz17svfE0NNdDZDl5uOZtRx9K47UShfFiJw34T4THEZ+MCWmb6DlKWb30lP3UNToWDg69roGSXebtf7IQWNb/wqlLkZN+UhrmJb5jjh/ONoK/PRUPjOGYjP0Xslv7n0LAcwGAQhmwZu3GCeR89rC3UeIE7rtmWCtPyaNqdExUhHg1h13ax2BxBwEc2k3/a6lh0h76qbJHsLAsyzFMLTRyBIEVFVtaw49FaI0paYpFSDRqJM2lbapJIPu+1vkcmIut5YRh2Wp5mYHzzOSqMYTuXxe2rNvBAENBsZQkka6LouqJKvZbDGR0CAEDEOZTJDj7otqAgCQJFHaywGMqqqVyjuJoqrruqrq+byYz4vgAbPnxeO5t96++9bbd40G1uut83rrhoeaLZZ91TbDYDAYDOYheLyS433zm9/82te+9vO309XV9dWvfvU3f/M3aXqfj/BgMLuBk+M9zuCg9QoFJ8erXHDQeoWCk+NVLjg5XoWCk+NVKDg53seAosuh4s1s8SdIHnWgcOgucXeUm9+5SpOKSFFnRJ2RSJbpdHQc7zzzzKFzfX1O9r67m3g8TlGUzWbb2kJZWaMQw6/21s91u/wtTDQyRcyO8XNjXDa+24+jDqCkU4LOijpnba/pP9tz/qnDp470E3Cbmd6G1rq1HI5m85DQWWPabIu1OhatoZg2I6+MMrHl/a5U6IiQEG1sdDYfGXrqqVPHzw4RJFE+oomVcEGSIaFx5pTBFqvllkxzKWFCXb1BysKDTUQ1RPAeY/OR/obBY4Ua042V1WRBgBAxxgxvi1vJZcOdmDSpJm8TSN+7tXVKQgUBACk71FttmaZO4xBpsKzaAmH1upgcBbpULl0eYIUKUpDvpFfNLcuWFkARFEWwLM0wFMtSDEPtnkOP0wmrSlk1yqCRu+g4iiJrPBajkVVULR7L5fLbF2XYCU3Tc7miomiqihRFYxiK42iWpVmOInaOSZJkVRIVQZQlUSs/IQRJcBz9oNnzCAI2NToGB5sGB5uamxx7xkLtn+rOQlbdN3RVvM5Q3ZclTo5XueDkeB8fHMc9xJhNJpPFYrFara2trYcPHz558uSJEyc+xJ9MDAaDwWAwGAwGg8FgMB8KNMG0rKfOiwgzxkM/He6/dvZXluSoMjfObK3SREHNRAomUkAASnPpJV9w5r+//6rTaD1YN3i276kzh47UNdHENinvNtia0e7GYvifYsH2mpm+T81//leDVEr0jbC+MX7lNqsqu4Q05eWV1MR3Fj749tvIbGo41HziwvBLl064HfecltXAnexsPtnZDMok0FQgMrrSQ9Iy15VoPLV0FC0TvkLyBli8yW093H2HhjoPJT0UWvxB6K/+/c2/MppqDniPnj703POntubomw7EElovxYjcuYTjEystiWVtUoqMEIXt8gFuhYS6HMvN/eiDmTdGdJavH+548tx5ss01nUzdDUXTaidlF7kXE+ynV20rK8p1MT0BoQb2EkIb3yI1BUAqabo+qv+EzLVY/XWDliOU4WLCuBSEN4XMBCA1BDaHpu3WOFJRcVq2grkhbp5oN82z7TmXu0BAAACEkGFIlqU5jrZaDRACWS5FNamipCAdiYQuMnIEyDSCNpVyKLRB3+YsqaoWDKXW/hYEdDiMFrMBABBPZPcT1USSBMdRPE+zLKvpuiSqoqgkknld00sarNTDTVFNLEOxDGWx8AgBSVSKgiyIsqbquqZvzZ63dfdN6DpaWk4sLSf+4/WbdrtxoL9hcKDJ663bTywUBoPBYDB78nhFL2Ewjyff+973Pv3pTwMAPB7P0NBQ+Vcej+frX//6Y/64NI5eqlyq+KkiHL1UueCniioUHL1UueDopQoFRy9VKDh66VGRVZLh4rVs8R1CnXKj+OoMOT2yuUpTORoiRJ0RdFaiOLLN2nysbehU9/HuzgMNrbtkzysnL8lTgcjEyuqt5VUFLfc0+Hrdi61sNOojZ0e56Q/4THSPkCZRpwWNFRBnbnP1nOo+d/HghWPD1HaiS0doMZacDEQmlsMz4ZisaTSftdkjHY45RyQiTGjzH7CZ2H5/oFVEioA1t9X1njn6/LMnegbaSs/XiopyNxS7tbw6FYwsJzIAqqwpw1rjteq80Zcs3tLC03sUgtqEhggZsh5v45EL5xoPdAZ0eSIQ9sdSCKqcOUWzq8bAEnW3kL+F9HuqZT8HgAAAHQGFZYoeW9zaYD7K2GtSptUQHCsW7yJq+17u0TICUGWoYq0jZG5RG6yg7Jnj8sAmmqYUZS2BXnm5JlYnHCrlUBgG7ev6MfC0ycxDANIZQZKUnTYTRRFCuKkieCkVniAogqAAgNajmiiW3dEVqaomCEpRkGRJ3XR6GIbieZrnmf0bI4oiOzs9vd76A8MtNTUP+W9ddYeJVPcNXRWvM1T3ZYmjlyqXj26d4fXXX/+bv/kbUbwvuPadd95RFAV8XNFLWC9hMHvzx3/8x7/3e7+307dPP/30d77znY+zPw+KpmnJZNJkMvF8FeZcFgQhn8+7XK6qjFlMp9MAgG1TfFQ6qqpOT0/X1tZW5eyhui/LbDarqmpV3o0AAGKxmNForMq7EUmSstmsw+EgyX09wlxZrKysiKLY1dX1qDvykRCPxw0GQ1VeloqipNNpm81WlRmt8/m8KIpV+TMHAIjH4xzHVaX1FARhfn6+tbW1KkdXLBYLhYLb7X7UHdkNFclhZT6nXiXAdRcZBTFp7jozvyWkaQMEoKKTgs4IGiPbjIZhd8exjqNHug+7Gqw0t8+DxvLFu6uJ6UjCFw/VuuaG6ud6nEEmKS3eYn2j3MKNPWKM5LUOsJrR4OqrHT7V89SFgw07TJZ0hAKp3J1w/O5qwhdNQkoy2BJdtf4msISmxNB1ammK1bcUhSrll9tyrghRp4HJUjPcffyJwdOnBnjj2pBzouSLpqYjiduheKIg0JxgsMUb2Dn7SkSc0AI3md1HtKXPUEIM53Z4Tx45cLxXqTXPxJKTwViqKLKmLG2O2uJ+/k46M4Y08cEqKgEANQQFQEsee8zZYDgALa6UNRRjJgriHCJ3bGS3xlVEaAYm7a6NO+o1j2HTeSsFNjEMRdMky5K6jmRZk2VVkjVV0QAAvEbYFMqhkKS+31NEktBgYACA+byk63r5LYAkSQCATXrp3jDQeliVqMiqDhCiaZJlKY6jGYbc9lYC6UCSFFFSRVHWtPvOA0FAll0LiqKo/UoRu93Q663p9da1tDj2vxcAACEUj8fxOkMlUsXrDNV9WabT6UAg0N3dXZV6Ca8zPAQIoe7u7mw2u9MG4XD4Y3ioCOslDGZvXn311a9+9as7ffvbv/3bf/iHf/hx9udBUVU1lUpV64Jp6SbZ6XRW5VNFpWSpH8OzBh8/qqrevXu3rq6uKtfdqvuyzGQyqqo6nc5H3ZGPhFgsxvN8VS4piqKYy+XsdntVRi+trKwIgtDd3f2oO/KRUMXr+LIsZzIZq9VarTfJsixX5c8cACAejzMMU5XxPcVisaSXzGbzo+7Lh08+nxcE4THXS+Wk1VhIvF6UrxrQ3f+fvTeNbuS6D3xv7VVYiYUAF4D7vjWXXtSL9s2yFVutkzi2E8fxszOZnHnnOTlJJsn7ZJ/3xTkvdo59JslknPMmsTPxJJ7IiSxZUqvV3VLvJJtkL9wB7gtAgCAJArXXve8DKIhNAiTb07JY6Pv7hAIuqm5Vo4Fb/x///78PrS0Nk6Ehdu+UJgUyMmRlmkdVzpLuYNdTbcfraxrt3r2r52WBCE3F1oaXYsNLK3F5sqVstLl4toKPRcfp6dvc+E0hPr+XDjcAIUNGNlgJ8lylq7q78tQTHc+e7OTy/PiKqjayFBuNxO8trESSKda6WepdaHCFbQuxjdtgso9PHayuHQKEDGkFCI76QPvpjqcf76prCWZfjWykRpZj9xZXxiJxUVN421q5Z7o4Nk2MiXO9bHrtAf7uBAJCgSxlK6o+3vHUMz3e5rLxxPrwUmxsOa4TEueIetbG+dHVzSGgph+gzB0AAABCR4QEWdFbvF5UTLZzTv9qYHWJGEjLM4DIZdf22zOhGJTMC3FXqVzuNXzWnGMYmmRYmmNpjqNJklBVXVF1RdZ1VXfotEujHTr9QHqBIIBgYUhAbqZkhJCqqruzl3JiQKgouiLrkqQaEAIAWIbmeJrnGI6jd0sOhICmGbKsSpKmaQa6/zrQFMXzuYvv5YNlqfo6f0tLaWtLucOxv5qFEK6uruI4gxkp4DhDYX8s19bWFhYWGhsbC3LljOMMvxjPPPNMX19fvldXV1d/CcYO6yUMZn9++tOfvvrqqwCA06dPf/Ob39z+kiAIJ0+ePOQLDlwcz7wUcNI6Lo5nXnDSuknBxfHMCy6OZ1JwcTyTgovjHU7S+sacOLoqXofqoJdYIlfFUD8TGuIm+zlFyh061xAtGawMWc1tY9qL607WnTrd3ukL1DkOuoZRdH0iEr8zF7kXmWHY/hbfRK0rwq1JU0P81G0udItXpb1WeiqiJIOTIadbLL6OsvYTjc+9eOJIdUW+2n0bkjyyuHJ3ITIws7Qmb3g8y02+ieLUgj6uTvWyi+McPFgyjQJpGXJ0safmeMvJM+3PP3ecs2y5jfsaNS2vIEos909VqGNsaGP2Gh2be4BEUggIGbKItgc7Gp987vjJF7rWCXhrZrF/ZnF2dZW2r5TJ9ywT0cRNIK7nvEp7RKIIDZJpjZPsbtnvU4/wXs9KMLYAB2Q58tGY/G/fuWeEiLTOiFbHmrdEq3Sj/OKEIImMZ2JZmmFpXTMURYMaFFKoSKGtBrnncXNgGBAhnaYpXQcAEAfPDcpUz5NlTZJUhABBAJbdckU5VZMBoSxpkqRKsobgzivwoNXzSJIIBtzt7cH29mBF0J0vfaewq5AV9g1dAccZCvtjiYvjmZePL86QTqdv3rwJIdz+5NmzZ1OpFMDF8TCYw0NWL509e/a11177pKfzwGC9ZF4KeNmH9ZJ5wcs+k4L1knnBesmkYL1kUrBeOuQggGLK4rJ4Oy1do/ThYrgaHUGTg2x4kFvMk9IEAaFARjI4heFhndvRWdL1eOvjzY1H3GU2Zv+ckgyrKfHOfOTO/PJSaiBYNFzvnavi48tj1PRtbmqIXw7t9SVmIFJBtGRwMuKZiqLqnqpTTxx56aljDj5v7aZoMnVnLnJ3IXJ3IWLQ0YayyRohJMwm5/rZyT5eTh1ohakjUoasRtu8LVUdJ5tf/vSZytrS7KuqboxHYmNLsdGl2Mjycqk/1MAPcxPx5cF81flygwChQEZDFndVxWPPdJ95pru4sWR4ceXuQmRwdnmTmKvSBoSJaLyP2NwrEytHYAoBQjEoUeUVu8fwedJH+GD5clV0XupVN6Pbr8DeU83umdAhuamym7xTLPXp1S5k3+dfn2GoTLsmjmMQQlaC9iLOWJaNdN5OS7vJ9F5iWU7XDYoiWIYWRRUQ4ICmByGQ6REly6qqGuDD4n75VROSZT3jpTTN2LE3kiR4nuF5hufZA7ouh11obi7r6Ai2tpTz/H3/xQo7jl/YN3QFHGco7I8l1kvm5ZccZ3C73ZkkRayXMJjDAtZLhxm87DMpWC+ZF7zsMylYL5kXrJdMCtZLJgXrJRMhQ3FBDK1KNzX5uhMs0LFUeGCflCYdUTJkJYNT3TaqzRM8UXP8sdbukkCbq4QiDrpsy7if4UhY1q9WuieaXfPkmjY1xO2b0oQAUBEtG6xo8IaFd7eXthyrf+aFoyfq6/IdHSI0GYnfnlvuD88upGLBknCLL+Raj67fBpO9fCTMHiSiAxEhI0Y2eNZX3Hym5YUXHzv2WAvNfCR7Uop6byE6NLs0NLdgsY00uEes8yuJQWKil1fSB70sCAAFMgq0WPz+rsc7nn62p+WxxmgqPTS3fGc+EkrdqaH67ZPRpavk6uK+aVL3nRVChGTQosKrfBEqLZa6+IbyqfLFpcRNkM6RGrWPGEMAyDq9KfObtiKtwqNXuZCwf9pWNrGJ45jqYletrcgukVMT0Xh8c+83ZvTSjuJ4iqpTJMEytCipBAFYljlIfx/DgIqiy7ImSio0IACAID5qtsRxO3ei64YkaaKkqIq++3NC0yTPsxnbdJDqeTRN1dX5mpvKjnRUlJQ4QaHH8Qv7hq6A4wyF/bHEesm8YL2EwTzqYL10mMHLPpOC9ZJ5wcs+k4L1knnBesmkYL1kUrBeMilJLXEvclk0+izkiA/GYyMwNMiFBtmlSSZnyAMBIlNETqU5rc4rdBQ3nqw/1dhw3FfpFx7g+zaaTN2ZW55M3KDA9Xp3uIJfXRhhDpjSJCNGMjjJ4Jgye9VjNUdPt7z01HG/LccHL3NDx1utc+upO3ORO8tzMhpuLh2vZOa0YS3Uz4UGeFXcf9mZOWsJcgZjK++sPvlM56deOOEtue9eI5pM9U8v3pqZX9NvNZbe8cWW4/1o7JqQjB90/ZDxTDIUKL6o6VjjM88f7XqqjXMKd+cjA7OLo2tXgqhPGF9d6qf2vkTb9rcFRISoM6LM60IRUepmnoJtZWHXZGL2CiMm851+XnECEZHW2aTMiY4iI+jSqt2AP+g5Mgxl4ZmO8tJTdcGg1TE9tRIOr8wvJOCuwnQ59dJ2FFVHENI0pSg6SRIcdyDZs6N6HvhQNWVSmnb4KgiRImuSrEmSYhg5/kM8aPU8r9fe0R5oaw04naTL5cRxBtNRwHEGrJfMC44zPESwXnowFEX54Q9/+Prrr9+7dy/TGbiqquqVV175jd/4jUL9RGJ++WC9dJjByz6TgvWSecHLPpOC9ZJ5wXrJpGC9ZFKwXjIv8Xicpmmb0xqRZ6Jivyzd4OEkH09OD1DhIW5iv5QmGbKqy0a0eb09gWOPtXb5y7s85Rb6oN9OmbZGtxcn1sT3XXx/Q9ECTOjhQX7qNhce3CsHCAGgQlqCrGgIBsvamr3Npxuffe7omaZGhtxKMMrc0DmdTp7f6hu0IcojSyt3FhcnVu/4i243F09b5pJzA8xEr3DAFkoaoiTIKgZvrShpf7z5maeOHjvZQlIfzTPTeqp/eiG0eqPC1xeQ5pK3jYlefmGMP2AYCQGgQVqEPCIdFU0Vjz/bffKFLn+1byIS75+em9g8X45uWicS4Wvswfe5dUEQIWqsKPMGY6drispeSdbTM+CuMnWTU/P8KwMA8qkmDVIpjU/KnOZ1alVuI+hEzB51/HbCUVR9ketEdfCxpkqSJGdmY6FwNBRa0XUDHEAvbUdRdUXRaIrSdYOmKY6jKWqfu4nd1fNAftWEEFA1XZE1SVIVRd+9twetnkeSqKmxrKurqqO9wunMW+zRjBT2DV0BxxmwXjIvOM7wEHnU9dL58+enpqYyj4uKij7/+c/vMXhwcPDVV1+dmZnZ/ZLH4/nrv/7rvd+OwRwQrJcOM3jZZ1KwXjIveNlnUrBeMi9YL5kUrJdMCtZL5iWjl4qKirLPJLXEgjiSlK4a2kCRHkuOqvumNKmQliCn0pxe56Xa3DUnarvrajq9ZW2uUuog9csAAABAhKZjibuRK5p2vkQYK+cTyxPMRB8/NbRPOTsdkTJkJMjJBkeVWgPHq7pOtzxzpqvW6dmhl7aTKdZ3Ozqmgw9q3RM+Kb52jxjv46cGeUPbf84GImXIigZH2EA31VIAACAASURBVBxV3TVHT7d85tOnXF7nrkMsj6xcZdnLFdyMcU8N9e9TCXA7Hyo03gA2b3nxY08fOf1sd313dVyUeqdD42uveY1BZnhz5hY7c5dDxkGvMwBAR2RaY1MSDxiL5ai1/VejFVIk2Q/Gr/Gasu9+7huAAFAMZlMVRJ0HZUVasEgus6P97M52OEh6DKbR5WmvK6uuLmZZOpkU+/rGZmbXEHoAX5VBUXVF1gAAhgEZhuI4htlPemWr50mSahhbbd6zqonnme3JSQaEsqRJkirJGtqVdAUOVj1P0zSKokiSJEkiGHA3NZW1twdqa3y7OkKZj8K+oSvgOAPWS+YFxxkeIo+0XoIQVlRULC4uZjb/5E/+5Nvf/na+wSMjIydPnkwmk/kGEATxgx/84Gtf+9rDnyjmEQPrpcMMXvaZFKyXzAte9pkUrJfMC9ZLJgXrJZOC9ZJ52a2XsiAAY8rSUvpGWrwswBAb25gdpEJD3MQtThWJnDERA5EKZCTIqW47aPXaOv1dx5u7/OXd3kAx/wBfyIqujyxPLq6/yZO9ZcIcmTJCA9xEHz81yMt7pjRlqthJBm+wjNDoruqpfPaF40+3t9mYvHkwmQyq/oWJheR1l+VWjWUeTWmTfdzYdWEjtv+vPwSEAhnJ4FTAu2pLW07UvfTiySNHG7arAkXXxyOxW4vXNON8tW0MjcuhfmGil08lDrS6yHgmEfI6stidzraTjU8921N3tGpDEafTK1PJn3jBIDkijl/jwwM81B9AUWiQSum8ogqAYt2vEEefjhQvrc3dYMIDPMyRpZOTrcPpiBB1Lq1adIonqzyw0qWV2mVNN3R4wB0JkHRrrEen3Q6Lw05VVLjq6ytlWZuejofC0dXV1MHPK0NGNRkQGgZiGWp3+bvd7K6eB/KqJiTLW1JK04yce2NZmucZQWA47r7cuKxe2v6kwy40N5d1dARbW8p5/kC5dIeQwr6hK+A4A9ZL5gXHGR4ij7Reunbt2unTpzOPKYqamZkJBAI5R+q63tXVde/evb13SFHUBx98cOrUqYc8UcwjBtZLhxm87DMpWC+ZF7zsMylYL5kXrJdMCtZLJgXrJfOyh17ajmSkFqVQQryuq9ed2sLGqBYeZPdOadIQJRusyvBqnZds9fh7gj11NUc8pV2egIV+gOi5pKl3l88nU+ds1GgJG1+Zpsf7hInefVKaNERKBiNDToEc4eV9PYEjT7Q9daaz0x/YI6FK0fV7y/N3IjcguhKwT3g2Nqf7mIl+Ye4eZ+ynbTJF7STIiQbHFjmqjtY88VzXi88dt9juq34WSW72zV/bVN4q4e/wkXSoT5js3afj1P3nRYkGp0Ary/AVjaWfPvtE9zMdVq/txtzN5c2fFBm31dt6qJ8L9fOqfNAVdUZfpXUBIivr5aq+mO7pXGAnpIlrfKifRwfVQwAAAgGgQiqlCaLKEyxH13jJOo9R5lQ0XVV1RdXBfrE0AhF2g7KLyKFRPMdl8ntqa30er50kiFgsGQ6vzM0nHigohxBQVU1RdE0zIIQMs1UBb89soS17JMuqqhnZaZMUwbFMxjZlVZOuG5KkiZKiKnrOee2onpdTL2WhaaquztfcVHako6KkxJlzzKGlsG/oCjjOgPWSecFxhofII62X/vzP//xP//RPM4/PnDlz+fLlfCP/4R/+4bd/+7d3PJn5Qd1xRl1dXX19fRT1wJnIGEwWrJcOM3jZZ1KwXjIveNlnUrBeMi9YL5kUrJdMCtZL5uWAeikLQiimLkbSt1PyNcoY5lcSC4NE6DY30Z83pQkiUkaMbLCq245ai+l2T1N3zYmyqg53Wa3DQ+Rp7ZOTVWk6vPK6pvR62SmU1GfuMeO9lsk+Xk7lXT1CRMiQliErQR4yNFfrqnus7swLXU+0tHh56x7HWhelvqX+aOqckx4MUvHYPWKyX5jsEzZX94+T6IiUDFaCvE5wvqaSrifbPvXM8cb26u1jZF27tXRzNfm6jR4qSibnhpjxPn5qgN/XYwEAEAA6pNIGJyOBIflAbenjz3X3PNFW2RHsX7q8uP4TP3FXGtFGrlrHbxy0Fh8AAAIgG4xkCCRt93SA9l9fq/UspQbQ6FVhYYx/kDgYAREQDTalCorO0laBaSimG3xkmV3VDFU1FEWTFR0aec0VhJAChAeybo2xGmQ2R8rpFCorvBUVHp5j0qIyPRMLh1fyJQ/lBCGkqrqi6LKiAQQyBfR4nt7jBiRn9TwAAEmRPEdzXKZXEw0AgBApsibJmiQphpH7clE0ybKUILAWgctXPS+L12vvaA90tFfU1fkP0tXpE6ewb+gKOM6A9ZJ5wXGGh8gvWS8drvjCzZs3s49ffvnlPUZ+97vf3b557Nix73znOydPnkQIXb58+Rvf+EY2sWlwcPDtt9/+zGc+83FMGIPBYDAYDAaDwWAwGIzpIAjCxwV8XACAz2hQWXBNFgcvF32q7wllQRyTpobYsZvcyhy93USQBLQQioVUwOamdj0qXeHGmaF7tV6izVPUVdJRXXXEU3q0uMLD7R/W9AjVnspvAAB0qMxtXCqyvffkicGzdCQSpsJD3EQvvzjOQXhfyJ4kkIXSLJQGQFqFpDy5Pjm+PPzfb/43L+9o87edbnru2WPHSisYcqc0KrIIz9c9DsDjAICJxHQKvV3efO3o12eoiDLRx0/d5vfoeEQT0E7LdiAbiJAn1i6NTr/91+esJc7GE3Unz7Q/99wx3sLzNHO64gwAZxBCI4kh2vnvx566+bIWmb/NjPdaJnv3KgNIAMCQRhEpIiBqkFoOJf5+fOp//Nc3PF7nsSfaTzz1u40na8ZcV+rb/9fjvzcSGwLj1y0Te+5w61oBkLlWBtpMDjHv3hLet7bUflrp+v34s0Zs5ho7/IElNneQgBgiCWCjFSut6pBMaezm0Ca6NccUWejWUltnmd1rBx9qG0XRciY2GQSK01qc1jhIunXarbEsIjY2pDt35+/cnQcAUBQZKHedOlnH8yxEMBpJhsMraVHZe2YEQXAcw3GMAwgQIVXWZEVPJiUIYUYU7W7XRFGkxcJaLCwAVlUzZElTZFVSNGhAUVRFUc2M4XiG52ieZwQLi5BVVXVZVkVJ1dT77JehQ1EzRFFNEGmOYwSe4QWGZXJf1Xh888LF0QsXRy0WtqWlvKuzsrW1nOfMWjoPg8FgMFkOV/ZSc3Pz2NhY5vGlS5eefPLJnMNu377d2dmZ3aytrR0cHLTb7dln1tbWjh49OjU1ldn8whe+8OMf//hjmzWm8MHZS4cZ/FdFJgVnL5kX/FdFJgVnL5kXnL1kUnD2kknB2Uvm5UGzl/KR1BKL4u20dBlpQ9Ty6sIAMd7PTd/hNCV3OTQECAXSMuS1MqfWVEw1u0pbyzqLA0e9gS5v+W7Zsweb6uzi+tui+L6LmlISemiADw3woQFOTuXdCUSEDCnJ4ESDBzzDNLoqj1affr7zeF1dnWOv1dqGtnY3cmE9fdFFjzrTyZlBLnSLDw3slT61db4IKIgWDV6CHMXyge6KEy90nv2Vx4vstm1j0II4Phn7V1q/VkpEF4eZiT5+4ia/Ht1fJyAAdEhKkE0bPEHwLoft+EvdL//q474m18Tq22ub/15KhVfHwchVYfiyJb120MurIzKtM5IhWMu4zi+kj51edqynx65a7l0SEksPsDRCgJANOqlyaYUjCYpu8AsnKmn/R/EohJCi6IqiZ6rY6boBCEAS913VbHMmCuWweh6PrabG53AIBECrq+nw1EoyKR18hhAiVdVlWVMUzTAgyzE8z/Acs0fOkKJokrSzeh4AgKJJgWcz1fBIkjAglCVNklRJ1hBEmZMFBNiet5d5iyAwPM/sWbIP0DTV0lzW3h44cqTCYRf2GPmJUNg3dAUcZ8DZS+YFxxkeIo9ucTyEkNVqlaStX83V1dV833Tf+ta3vvnNb2Y3f/SjH/3mb/7mjjE//vGPv/SlL2UeO53OtbW1vX/YMJg9wHrpMIOXfSYF6yXzgpd9JgXrJfOC9ZJJwXrJpGC9ZF4ell7KoiMtIs9ExX5NvsrJE+lxeXqQyaQ0AZRbNemIkiGj8Ra1vhi1evkOb0tZeae37EGr5+lIWU1fjSXfIrVBO1hfzp/SlAUBoGWsjM7pBEsG7bZOf/fz7U8eae10l1uZvF+zOtKmNu7MJl5n4EApGVufgRN9ln07Qn14REo0WBlyOs37jpQd/XTnZ19+vMrp+WgMQlElNL36U125XkItiVE4cZOf6Bf2yJfavn8dkaLOiIYAAeer8p58+egXfuMFaE0tbP48kXyrlJiPjxPDV4XRq5aDFPoDH7qrlM5KhFByjDj9m5tdNctoWR++arl7wbIWocG+LZW2IAxEpHUmqXCyyoBiG9VezjT6OZ7O9jHKkE5LmmYgRCiKrqr6fbtAhN2gPDrj1Ol814LnmKpqb1mZi2XoZFKanolFIhsHj+NBhFRlSzXpBuRYmucZQWApKvdNSr7qeQAAlqUFgREENnOCGSOVTiu6YeT8YBMEwfNM5i35DpcdWVNT3NNd1d1dVeQ8LCGLwr6hK+A4A9ZL5gXHGR4ij65eSiQSHs/WKsRutyeTyXwjn3766UuXLmVHxmIxjuN2jJFl2ev1ptPpzGY4HK6pqXn4k8Y8GmC9dJjByz6TgvWSecHLPpOC9ZJ5wXrJpGC9ZFKwXjIvD10vbUc0NhfSwwnxfagN0ksrywNw8hY3dYfTVJAzppJJaVIIDtW4pOYyqq3IVe5qdZUe8ZQeL65wHaB6XpZNZSay+VYqdclNzipJODnAhm5xU4N8eiOvUDEQIUNaNFjJ4EGFne0qrjlT19Ncf8wXbHL6yDx/eosAishTc2sXRPF9Hz1DJJSJPn7yFj99m9u76RECwECEZDCiwatWi/NEsOuFjmdPdW1P3kIIxdT5yOa7m5vn/OSMvmGM9/Ljffz0IK8p+y+YNUiKBpM2eIPiA49VPf3qyc89fzoN5yKbPxPTF0vISGScGr3Bj13NKKL9ybixTY3TXWzr59DJlxKNjnhslBi+LIxetWy7tvtEzBAgVEgmVX5TYTWrYNT5UZ2HtXIsR3MszXG0qqoEQWRiVpm8IkXRFFVXFR3CrZ1TgHDp9I7mTLthGCrTrommSVnWZ+fi8/Or2Z3siwFhRjXJikYAwHEMzzMcx+Rrm6RqhiyriqTJir49ckhRZMYb8TxjGAaEQFF1WVTlXVUBs3AcLQisxcLS9F4WkCSJ2hpfV1dl55FKt3uvdmK/BAr7hq6A4wxYL5kXHGd4iDy6vZeyKggA4HQ68w1TFOXGjRvZzSeffHK3WwIA8Dzf1dV15cqVzObw8DDWSxgMBoPBYDAYDAaDwWAeFAtlb3A8BhyPIYBivkWhoc/32Q+ekCeUsdTMEL07pYkAiCc1HmhgOmWfWpR/xsge29Xmkg9afUy9s6bI2+Eu6/SWtRT5962eZ+eqBOp3Vo1XLXZuw9Vb53uv7ukBK1pZDlPhQW7qNjd7jzP0+wwBRSArpVkpDYG0Gl0X34xMvj4x4nP8U7fX3VXa1dWYs0cUAYhSvra0tBaA30lqiQXnFa/3nYrnxzxgeWGcmejjp4b45VCOmCYBAE0gO63aaRVqm9IHqzcujL7vfIM+Vt7yYtvjHc2P+SuLeZuPq/BxXwPeryXU5WXb2yUvnGt9YYbR16bvsRN9/N4ZSAwJnaTiZBQdJVM31358deTvHf9SdqbmpS88/tyRr4tGyML/7EjjtRe+Gl2ZpYavWiZ7c091+5xZ0vBwIhLF+X+kR/7ewTW5z3xV6fla7FO/G10Yo0euCvcuWcXkdrWQQ54QAHGkUcyLXk4UjdTGyGZ6ZEGrdSu1/qSVBwCQJGAYymJBHEezLJ0pNJd5r64bmZQmRdHjQIvTGgsJl854NZbNVTRP04xQOBoKRwEAJEn4/c4TJ2qtFs4w4PLy+vRMTFH03e/KQpGkILCCwIJMhUNFk2UtuSEBIqua6O1Vf1iGYhkB2AVwf/U8w4DptJJOKwAAmt7ap8MvQIgUWZNyZT5lqgWur4vZ8RzH7LacEKLJUHQyFP2Xn/SWlhb1dFf19FSVlnwswhiDwWAwD4tDpJeyZfEAAIKQt+7qwMCALMvZzeeeey7fyJqamqxeyig7DAaDwWAwGAwGg8FgMJhfDAIQPi7g4wLAdVY20ov+ceuxyw1f6YWL0egtY/IWO3WH0zWwXTVRBLRSClhXbNdXtWvjusAvNvsmmsr+tdnF27gmpy9TPW/vVkkAAIbkA5YXgP0FAMCaEnJbf+5svHnm82ElBUODTHiIm+wTdhgaAgCONDjScDGyvpGUzkfS70ycKxp4p8XD9fgC7eXHfBXHfRW7LZeDcbcUfRYUfVYyUgviECtcaGnue+a3o5tREBrgpm5zoVt8zpQmMmu25JT6fjz03uhIsf17PeWBp+tON9Qf91W0uUrcbKnb81Xg+WpCWV5Ovc11vvdk5/Sn/8NGdJae6OUnevmFMT5fnZ2sxzKUlPhO/B/fuv2Dao//TO1nzr50quI/ymhCp17vDN565kuxRIQcv8GPXBX22FvmEgmULlA6nAI3/m/mglDie67sqbOp019fef6rG6Fb3MhV6/iNzMnu8CHbd4oIAlhpzULrBkynZjeToUiqzKXXlugem25ARTEAAARBsCyd8UwcR9M0RdOU1coBABDKJDbpSUWPKWlOJ/ZozgQAgBAtL68vL69nNp1Ooa014PHYAAFW46mJycjmppzzjVtnTYCs6DKMraymjQ0RAcDnUk0cx3AcA4BlR/U8TTM0XdrclEmSyOzQ6RRcLquq6YqsSZK6w3jpOtzclLPjM6opZ/rU8vL6G28OvfHmUGlpUUd7sL09UFvjwz0vMBgM5hByiPTS9lIt2wXSDj744IPtm3vope0pUBsbG/97s8NgMBgMBoPBYDAYDAaD2YKnrLW2bmDrBgAkfFFrfV/JK1eelO7JY5vhXvreVSEZJ+9PaQIsobNyCgymhMEZFdF0tX2kKTDYVkL6Bb9g6/SUd3nKj3jKLPQ+hY9cXJ2L+78AADLcjKUuVrsv1T4xfBZFFyaZ4Sv8yDUhsbQz2kMTyE5rdlpDUlrpi0k3wgtFlvGW0h93eVx1ni5foMcbPF4c9PD3FSUTKFu9/Qywn9GRNi+Oyfz7pb7L7S8tUMp6eIgdvS6MXBNUMYdn2jJbrIQ2JP18PHVu5I0a5z91BJzHAk/U1j9VWnvEU+7mSt3cV1Pcry0lZxPcHb3q3aOVoSc/v5qIkmM3+fGbwuydvL2mKALZGdUOVGMxJf6Ppf/5v/r/W4ff+0TdZ47/6mfq/jgh90qlbxx5ZeTU2dXVCDF23TJ6da/OVQAAkgBWWrNqmv5z4t9fZ/61srr+i+RTx2OffSyB1ER4gBu5ah27tr2UXw7bRABEk6iIVZyMoiTSyWgs6bSLlX5YWUyQJEBIUTRF0bZOgSIznulD4ZRROAAAoGq6KOtJVedlwpYGezRnyrCxId0amMk8ttv5ulp/cbGdIIn1dXFsbGljQ9rjvRRFChZWsLAAAAiRLKmiqK5viCSxZYy2d5OiKNJiYS0WFgCrrhuptKSpUFZ0CJEoqqKoApBmtzo8MQ6HYBgw46IkWUPb6vhtGw84jrZYOEFgaTrHBylj0d45d9fjsR3pCHZ3V2HPhMFgMIeKQ6SX7HZ79nEsFoMQ5qxweu7cuexjn8/X0tKSb4eGYeR8jMFgMBgMBoPBYDAYDAbzsHCzfrf7ZQBe1qAaLZu2Hv+g8XduGLPz0X5t/CY3O8ohhO5LaQJQIFQws1o0s6q+NUx6OKW1+J2mqndqnSRF1jg8x4qDR4uDtQ4Pkb8ZDwCAJ+1Bx2eB47MIoVXljpt/72Rj3/P/x8zqHLp7WRi/yS+FmB1vIQDgSYMnDVda1nvXpOu06uDerfe/01rMNbnqPb4nS2tOl1QHrfcVJaMJptraXm1tR+A/xZTFSOqy9bGLTx8Pv/J/RiduMUMXLeM3hB01+rKHY0hYRCpobsU9G5PfvHuj9srP2oJsZ+BEaeWr9e21nMNJeRs8XwTgiwk1urB5QfK/2/nZ0OnPJtbixO0LwsA7tj06Km15Jqj6BpNS//Sbpdf+e0eg/LHGX2n6D0/VFK8ol+SSt46fnTl9dnUtRt56yzJwzpZe26sgIUUgB6OiJTX6/5L/H+20vODreEE91R159bGE9LvE6FWh9017dGrnVb3fNiGCADyl85ThlaXU8Fo6NBOvDqiVPoqlSbTlRgwDSpIqSWrmPQxDcRyTUU0sQ7PM1imrBlyFoJQRhCTaXEzt2z99c1MeHJrNPOY4OhBwt7cGaIba2JAmJiOZonb5IEnCYuUsVg4AoOtQltVkUlJUg6HJ3aqJpimrhaPsFEEQsqJLoirJqqFDVdVVVU8mJYIgMl2XioqsHmprjChp8P4AXaZ03tpammEpi8AKArv9KFlWV1MXLo5euDhaVGTp6qzs6qqsr/Njz4TBYDCfOIdILzmdTpqmdV0HAMiyPD09XVtbu2NMOp2+evVqdvP06dN7/JZsL4hXkM2QMRgMBoPBYDAYDAaDwRweGJINCI0BoRGA30n6E0ttQ1W/fiW5NLQxkJzqo8IDnJbJXdmmmlhCBwkdXE57Ls8iC001uhYagpOt0R8Lg37B3u0t73KVlaF98pkIgvDyR7z8EQCAbKwh+8WemvdP/cZdObo2dp27d4WfG+V2m4lMShMQNfftlDI4ownsVI17sKnkv7S6gw7X8xUNT5TX7Kja92F5wC8C8MWklphL9VpOXXrmxO3PiSsTN9jBC8L07dzF6IhMUyikgVDCPpmA7wzPNVr/c0u5VhM8Yi/9SteJLn+5m/W7t3kmufh81+enn/y1WHiIGbhgGb0i6Ooe6UfISmvW2HrR+Q3lwvjPGi/9bVtFaUPdS8E/oCspwFzVPe8/9VuLT38pOnKdvfW2bSbPPLOzpUnohDJ6W77zc3Ko0l/8avB4z0bH87HuF6Nzw+zNn9lGrwkodzrUR0+SBHQwih2q3smx9MT0erA4URWEDp4GRNYzZdA0Q9OMVAoAAEiK5FiaZalMVhPBEBGgAAdw+R31Tlcx5GLz67OzcV2HO498P4qih8Mr4fAKAIAkiWDA3dZaTpCEmFZD4WgmeSgfNE3abLzNxoMPey8lEinDQBxH8zzDcQzDbFk6giAEnhF4BgCrphkZZ6aoOkJIljVZ1tbW0jRN8jwrCIzLZdF1KIpKWlR07b75a6qxoUobGxJJEQLPCgLLCwy5K+i3vi5evDR68dKo1cq1tQZ6uqtaWspzZj5hMBgM5pfAIdJLLMs2NjYODw9nNt99993deumNN95QlI/+1OLpp5/eY4exWCz7eHuhPAwGg8FgMBgMBoPBYDCYjxUH43Y4nwHOZ1AJjDRPV7/ywalkb3RgJnpLn+jlkqskAPd5JhIgIGpgcMU+uGIhBvkaXm0ue6e5+ufFowREbe7SHn/wWHHFjryi3fCUK+B4FTheRQCtem7TFe+2nr1prCyNX2XvXuHnRtndWmUrpUmR7KOLpSNL+lu00mD/r9Vjf93kKbbaj/uCL1Y3nvBXUMR9QXwH425zfQq4PiUb6bn0XfeL7z3/zC0hEZu8Qg5csCzvSpz66HAEoCQdDG0EhzZY14jWZv1/pq6tFFUecQVeqmx+pq52u2eaS10mus4/3xn63H+M3vmA7/25JTK1l2wjCSQgDYyt1o+uUr67FzrdP6xrKBJKTvn/U0Ol5nXc8J7p+8oTsdX5ZO+bwuC71pxNpLZfGYaEYF7e+J78DktdfL6m6mnQXRU9+5/Xnl3ZGHjbeustm5ze220QWylcQHIuzvnnlzS/bbG8Ml3qBQDQgNjdYAluJTZtbTJMxjPRmmasSTIAoCbofu7Jo9VWe2R+PRxemQxFs1lQ+YAQzc6tzs6tZja9XnttjZ8gQHJTWlhY0/W9Sv5key9BiGRZE0V1fV0CBGIZihdYq4WjKDI7VYYRtpfFkyUNIqTrMJWSUymZIADHMTzPFHsdAABRVCRJVdX7jg4NlE4r6bSSGSwIrMXCZg+RJZ1WbvaGb/aGLRa2uamsvT3Y2VnBc3k/dRgMBoP5OCDQvom1v0S+8pWv/PCHP8w8bm1tHRoa2t6QCSHU09MzODiYfebevXutra359ub3+1dWVjKP+/r6jh49+vHMGlP4/PSnP3311VcBAGfPnn3ttdc+6ek8MLqur66u2u12i8XySc/l4SOK4ubmZnFxcc5ymmYnkUgAANxu9yc9kYePruv37t0rKyvz+Xyf9FwePoX9sVxfX9d13evdp/u0SYlGo1artSCTnmVZ3tjY8Hg82xdXBcPs7KwkSU1NTZ/0RD4WVlZWLBZLQX4sVVVdW1tzuVwsu89f5ZuRZDIpy3JB/swBAFZWVniedzgcn/REHj6iKE5MTNTU1BTk2aVSqXQ67ff7P+mJfCzE43GapouK9lEvnziSkVoSR1dT78XH+uJ9qak+ajnEwExkZptqyoIAwRZTTJtjraE6WRMAJBGwOo8WB7s9gVaXnyb3qvO2HVFbjYnvSdJFLTI2dQ2N9XJTd7i92wggAJBAES3CbKBspdpvtwqt9pJnK+s/W98iMLmD+DrSItJUNP2BolyGc0vzV+HgeSER2X+SCICiAOQ6+Uhz2SRRUc6UPlNWf7KqornUR1MkACChRuc2r6Sld10opEyJA+8JQxd4afNAp48I4GgilR7PrK+Vkjwtxe6mqvWg55aHGnMpa7cvcjfesKzMHPSXCAHA1VCWT1sau6SuoqjLkO6+b73+b7bVxZzXBO3q0gQQABARqIiTGkqmPDUqSZAQ0Igg9yyEmIEgCY7datdks7An66te6mio83nmFxLhcDQcXhmfiKRSeduZ58Th4L1eO8vQm2k5GtnYNykqg6Lq6bSsqrqqGjRF8jybKaBHbcPJ/QAAIABJREFUkvedBUKZ5CdVFFXDuG/PmZQmnmcYmpIVTRQVRdHzHY5laUFg8pXOy8AwVHNTWXd31ZGOoCD8by0tCvuGroDjDBDCWCxWqOGvRCIxNzfX0tJSkCtnHGd4iLjd7kxRt0Qi4XK5Pu7DHS699Prrr3/uc5/Lbn7961//q7/6q+z/me985zt/9Ed/lH21ra3t7t27+Xa1sLAQDAazm2tra4d/lYk5tGC9dJjByz6TgvWSecHLPpOC9ZJ5wXrJpGC9ZFKwXjIvZtFLWRBAMWUxKvZFZy9H+iYjfdrUIKtrW4YpZ6iGthHWZkFrLos01Ckcz1F0k9N3rDh4qqTawx30Xg8BFJP619PvyPFbS32J4Sv8ZD9n6DnM1n2wgGtg1pqKxwJViOGqLe7HfFUv17U0+705exYghGLq4nL6ejr9fnI4vHRNu3NJSG8Q+0agCBKVNGiWTm65sWxCrqEV70lf5Ymqip6qcpdVAAAk1Ohi+oYkvcfKY/Fepf9tPjyUo+5fTqxu6DtJrLeVh7VWkHKVOKmOxo1qz0CQmUqNStdet4xeF4y8gmMnlAA8n2Zcj7ONvkQDvzY/QPW9YZ8a4ndcid16aftrgCX5Ts9SsHXJ4HUIKQiAtiubKT80TXIcU1pkf6Gt4dfOdFg4BgAQj2+Gwivh8Mro2FI8vnngnQEAAMvSbpeV5ejUpry2Lu4dM9Q0jaIogICs6JlcJcOAmSZSu1UTQkDVdFlSd6crAQAyXZoYhtJ1KEqKIuf9Z6BoUuBZQWB4ns3XLoMkierq4p7uqqM91Q6H8ADn/yGFfUNXwHEGrJfMC44zPEQeab2kaVplZeXy8nL2mcrKypdeeslqtV67du369evbB//lX/7l7//+7+fb1Y9+9KPf+q3fyjyuqKiYnZ39mOaMeRTAeukwg5d9JgXrJfOCl30mBesl84L1kknBesmkYL1kXkynl7YjQ3FRHF1d+2Cqty/atzHXCzYT1FawJldKE0GCojqSbHevNdWsFJUiQFTYXEe9wU5vWZurZEcJuz1Iqsvx9Ll0/Mrs9Znxq2ToFqvrRM4jZiFZ4GwBckvRvWB1HNqdgG93lL1Q0fhEXbXHlvt+c1NPzKb61zcuRPpGlq8pY1dZVd7fM9EMquxUHF10pK78zlq1lPQ12/xn6qp6qsqri10EQSS1xHzqRkp8R50fn3lPG3hXSK2RB4lwESQqa9CcJ9jlmtrxWAurWH1etasxUusc8qSiExfQjTesG7GDpoUhALzNkH/J7m0CLc6oPSL2v2W5c8H6YZuovfRSdg8EAaxNlvWG9iVbaUpWSECwBIl0pKgaNA4ataMJssbuOF1VcaylsqG+xG7nAQDrG2I4vJJJbJpfSED4ADFAmiatNp5jKFnW1zfEHWlJ4EO9tP2WZ6v3kqwqig4QYFk645k4jt6uIXXDkCVNkjRZVndEJTONlziORoCQJXX3gCwEQfA8k0lp2l06Lzumpqa4p7uqu6uyqMh68HMv7Bu6Ao4zYL1kXnCc4SHySOslAMA//uM/fvnLX953WHl5+cTExB5fFr/yK7/yxhtvZB5//vOf/+d//ueHNkXMowfWS4cZvOwzKVgvmRe87DMpWC+ZF6yXTArWSyYF6yXzYmq9tJ2klphLXpm79+78zbmlPj0SoiHaEj45wzc2P7AdETYaqhaDdQZJ2RjuiLvsiKf0hK+yiD1o3oaBtFj6ymrsvdCVezO90mQfq8j7eCaaQe42KDU67pZXRym3oLNVvPvp8vona6obS7xUrmWwAqV5cXx55Xzocm/0anq6n4LGfllTAPBWWHtMKeohxkqreyONnOSs5b3HqgNHqwMt5T6SIDL6amPz3OrQ6NQ5ffTqPkX/snBWWH9aAcedN/Vj0loZi4iSUrGzdqnadle7nbj1Ojt14LwoAIClCLo/xRg9nnp/vFaPz71P9r5h31w9qKYCACAAhACtN9cu+ltShgENyLOMwNCaaiiKpqq6ou6bZQYAAA6D9mpM0Gqvr/XX1voqKjyVFV6GoWRZm5mJh8LRUDgaDq9o2sEuU2ZuCNntAk2TqU1Z1fTMbc5uvZQFIqRImvRhSlOmixLH0Zk2TlnTBCFSZE2SNVFUdqsvlqVZjiYJQtcNSVZR/qJ9meSnTP5TvjGlpUU93VXHj9X4fPt/vRf2DV0BxxmwXjIvOM7wEHnU9RJC6Ctf+cqPfvSjPcaQJPnzn//8xRdfzDdgbW2ttLRUUZTM5ne/+90/+IM/eMgTxTxKZPVSQ0PD2bNnt78kCMLv/d7vHfLAAdZL5qWAl31YL5kXvOwzKVgvmResl0wK1ksmBesl81IweimLjrSIHJ6Zenfqet/8zcTiEJktnZdT/PB25GyllabS2fpWlRVIgqixezrcZcd8weYiH3GAvj4ZNpSZSOKtiRvXpy7HJq/TikSAPMX6tiCRqw5qHfbhqpoo6WYNxqlb2l0lT1XW9lSVB93O3e8wkL4ghcIz701cuL5wZSM6SgBiz0MAAACwe4y6kzLqsPbbGiaj1Q5V8DOOjvKSnqryYzUBC8usq7Hpzd6VxXOz56fD78LE0oGSmQAA3grNe5Kca6gdW2+zK1aKgGWl6c7aKdfGxOql9OA7nLR54FU9ifzdQHqi1FkJuj0zRp/U+7ptZTp3q6qcIAAoO0UeKY9X98gUKSoqQISFYwSWQQhleh2pqi4rmrFnkyQGkV6NLtZYChEURQbKXbW1vooKb32d3+Oxqao+N78aDq+EwyuhcFQU1YPPUNcNhqVpitzclAiC4Lh9zk7XDUnSRElRFQMhRBAEx21lNW1vpKQomiRpkqTu9l4kRXAsTZGkAZGsaCh/DhZNkxnPxPN5Z5XxTO3twcoKT74xhX1DV8BxBqyXzAuOM/xiDA0N/cu//AuE9/0cfO9735NlGTyyegkAYBjGN77xjb/5m7/ZcWkyCILwd3/3d1/60pf22MO3v/3tP/uzP8tuDg8Pt7S0PPyJYh4Z/uIv/uKP//iP8736yiuv/OAHP/hlzudBMQwjkUjYbDZB+EWKDh9yJElKpVIej6cgl33r6+sAgEK6Sc6i6/rY2FhJSUlBrh4K+2OZTCZ1XS/IuxEAQCwWs1gsVusDlM4wC4qiJJNJt9tNUQ/wV7RmYX5+Xpbl+vr6T3oiHwvxeFwQhIL8WGqatr6+XlRUxORpEW9qUqmULMsF+TMHAIjH4zzPF6T1FEVxamqqqqqqIM8unU6LolhcXPxJT+RjIZFI0DRdkF7QMIyF1RmRmlq8c32hf26x10itEQCAfClNBAnsdaTR4lmsa5Y8DgCAg+HaHL4uV2m70y9QB/3KNZC6Jl4dv3UpfHl+uhfJaWKPJCoAACCRvRbIHY7Riuo47WAMxqqyAcZ5whfsKCtuKnFzuf7GZXlzbmTy0vLAvZmLa+mIsdf+P6S4Qis9AVdafe/LLSjlsKm8HXJNfs+RgO9IwO+y8GljY0m9uzB2bvb8Qvgi0pQDqTWKQcGj+ma3d5DpJMUiQWMoRi0PJHr8IWNocfItuDLzAL9WtlIIT7nEVu/Riln/8vr0O+ToNQHBg7dVApAiQZNnvb7LKLKLqg4QggDYOIb8MPfHMKCmGapqKIquaUbO+B4BCIdGFiu0xfhoBWi3c4FyV2Wlu6rKEyh3URQRi6WmZ+LhcHxqOp5KKQecoa7rCAGKIlmGFiUVEASbP3kIAIAQysxWljRNN8CH3iiTpZR9r6FDSdFkWcvRgYkADENRJIkQ0DXDyBU2zECSWxJLEJic7cEAAG63tbnJ395eXlnh3jGmsG/oCjjOACFcXV0t1PDX+vr6wsJCQ0NDQeolHGf4xWhra4tGo/leXVlZ+SWs+g6jXspw8+bNv/3bv33zzTdXVlYyz1RVVb388st/+Id/WFVVtccbFUWprq7ONnCqrKycmZn5mCeLKXC+//3vf+Mb38j36pe//OXvf//7v8z5PCi6rq+trRXq7yte9pkUrJfMC172mZSMXnK5XAWZvTQ/Py9JUkNDwyc9kY+FAtZLqqpubGw4nc6CvEne3NxUFKUgf+YAAPF4nOM4u93+SU/k4ZPRS5WVlQV5dlgvmZTMDZ3D4eA4zkBGVJmZGrs4dePOYl8yEUZZy5QzuMMVE1S7M1pbn672A5IgAVFnd3e7y1qd/mrrA/xFc0IMjQ29PXXj3uQHaXGd2OOIAABAIK6SlJocY9UVSVsRBSmrxjhUocle3FbqOxL01xa7so4k+7FMw/XBe1fvnrs8+0FM29DJ/dOZgL9Osx+nJ+sqh9I1FllwKjwL6fIi+5GA/0jQX1fsSsON8NrAvfPvTp2LbIThAdQVAAC4ynTbMWa0ujGq1dgVgYYkK6RrKuOV2lj83fW5K6Sxy3rkg+KB9Si32lPlq1DqwZR+VRp5R5DTD3CPoCOSCFg3G1phVdBAUNYNiiAIguDo+0QOQkDTDFXVVVXXNGN3ApAASY/CuHSKRPd5FJIkiovt1VXeqipPoLzI73ckEunpmdWZmdXpmXg0msw3MYSQYRgkSWZveVTNMHSDoklVMWia3NFvaed56Yai6IqiS9JWdyWKIlmO5jma55lMLyUIkaxosqRJco6MJYIkaJokCaDpcI8OVQRBsBwl8KwgMPlaNBUVCW2tZS3NZbW1xZkWU4V9Q1fAcQasl8wLjjP8YvT09ExNTeV7NR6Pezx50zQfFodXL2WRJCmTyXXAxMZ4PH7x4sXsZnl5+alTpz622WEeCbLF8VpbW3f0BvP5fL/+679+yLNucXE881LASeu4OJ55wUnrJgUXxzMvuDieScHF8UwKLo5nXgqvOF6WzA2d0+nkeX7785KRGp26Pnrl3anr4aUBzdD3Kp1H2km+zZaor96srwA8BQDwC7ZOT+CIp7TbExDog+blaIY82PvarXOXxi+tiGsQ5TlcBgMQdCmZbisKV1eKThsJCIvO2lWhlHIeKS9tD5R0V5VxAO74WEpa+urV92++cX7q8jySNQrkL4UGAACAolFZpya3OPvKmtY1t13lHaqFhZTXbu2qLO2uLDtSUSqjzf577/e/+c7kWxFjUz9IDhFJIncLSnYV3/N2WFSHTRUIADjbekVRRBgdXzkvSfGDXDAEAIEA4Cqo9PEgava0eEPcQGz+bSoZfYCEcogI4ObE5ga9oZFgKFnTEUIahFaWpcgcZ2MYMKOaMgonG/qjEOHRmWKNYWHu+xSHQ6iq9FZUeCqCnro6v6YZs7Px8NTK2NjS/EJiR3ukPXovKaqu6wZFkaqiMwzFcQyZa56ZSyTLuixrsqyq6pYVo2mS59lMAb3MGxVFE0VVFFXD2JmxhBCgKECSFDSggdAe/7gMQwkCKwhMvoJ+Nhvf2lLe011VXe0SxXSh3tAVcJwBF8czLzjO8IsxPz//2muvZUrhZfnWt74lSRJ4lIvjYTCHjaxeOnv27GuvvfZJT+eBwXrJvBTwsg/rJfOCl30mBesl84L1kknBesmkYL1kXh5BvZQFIbS0MTF4+bXQtbszN1LiGgAf5unsDvkgmrDUc2JzIN5UB1w8AIAlqeYif6e37ERxZbk1R6uknECIhvvfvvn2z0Y/WNqMo4xjyhdh0hFBltLJVtdMRVDxWglAWHXWpvE2TfDzlpYS99MdTU2lxcz9JXwVWb184dK1n707c3OWNJR92zNxVujuBKuNxTe9DZRmcWiCXRNoSHE03Rbw91SVH68JIJA6f+6t/p9ejA6tUWBnik9O+CJEHRFG6ppUS1mRamEhTZCQtyV8yZBxfT45DIm95oXAtq5XpINUOrzrHfXBQCKwMpa6oEbuPEhbJgQUhlWbg0ZLO+ngDQRFRQMA0CQpsHvtJ5PYpCi6omiZxCabTvk0xmnQIH9TLoIgSkqcFUFPXZ2vrtbvcllnZuKhcDQUjoZCK7pu7KGXskCIMocGAEGIOI7hODpfFpFhQFnWJEmVZS2rsnaoJk0zJEmVJFVRcieRkSSBIIAI7pE7RVKkwDMZ1ZRzGM/RdXXexx5rbG8LclyhLZ4LOM6A9ZJ5wXGGh4jb7V5bWwNYL2Ewhweslw4zhR3HL+BlH9ZL5gUv+0wK1kvmBeslk4L1kknBesm8PMp6aTuSnhoa+MnI5Q9mrsejIQKAvClNBiCYUtZo9cfra1G1MxNj9wv2Y8XB476K1iI/TR4ovQZCY/rehb4L/3773PzqEsqntbbOBRHQwyRq3ZHaMiVoAwAIOmORWBeyW0m2ocTbUVHSESip8d13B7QRS37w1nt9584v3I1QhLZXXT4AAACCG1q62LFg1VRxmVXnHKpg1wQSESRB1Jd4j1aXH68JKIn4ez/719tv9Esr8kGK5iEALJXkaoc/VNnkBDaHYiEBQdK6oM/75keSV1J6KudO0G5/AwmCaLJE2prd9WwQjVr6V+Yv0YZ20LZMCAAV0mq1V2lqZyo8CABJUXWIEEA2jsuZzHTf0bd8j6aqBpChS6E8GkPvlfOzBc8zVVXeulp/RdBTVeVdTaT6+yeWl1Ozs4m0eKB2TdCAiqIrqo4QghBwHMVxDJOnXZOi6rKkStJHKU0AAJalM56J42iIkCxpkqRKsop29WBCCAECEICAEBFkXtFEEIDnWUFgBIHdLr0ghIZhMAzDsnRTY2l3d1VXZ2XBeKYCjjNgvWRecJzhIYL1EgZz6MB66TBT2HH8Al72Yb1kXvCyz6RgvWResF4yKVgvmRSsl8wL1ks73wWVsdBb966cm70xPzMADP0j1bQjDgQBAaw0anGv1tcSLR7AUQAAnqLb3aXHioNHvUEPf8B2Edrs6DvX33nz7vnF2MJelfoAACoioZtZrfNEa0rVgECQJAcZu8rbVZ6DjN9h66goaQ+UdARLrNxHvxHL0ysX33zt1ttXNxY2CQD3DWhZypB+xHGnoi7pcFh11qlabCpPAAIA4HfYeqrLT9QEU9Pj7/3kf4avLBL6PlX4MhA8ILpsI9W1qLjEqVmsGgsAQRObxfF+oj+anjvYpQIAIgC8TKypkuoub/BMeYanF88R4sZBK+YhADRI6X57qqmVaygHJKkZUFRUCBBP03snM21H1w1dMwKstShNbiyl4IGuAQAAeDy20hJbba2/uTnI0NTU9EootDIZiiQS6YO83TCgouiyrGm6QRIEx9E8z7BsjmVqdqQoqfDDyngEAViW5jiG5xmWZRRZlWRNkhRjVxMmhBBCWyUKCQLkN02AZemMZ2JZOquXsq8yDNXaUt7VVdnWFrBauIOc46GlgOMMWC+ZFxxneIhgvYTBHDqwXjrMFHYcv4CXfVgvmRe87DMpWC+ZF6yXTArWSyYF6yXzgvVSPhBAi6uXb1/59/CN0PR1I71OgjwpTQgAjaapWvt6fbXRUUK4tr6cK2yuo95gp7eszVVK5Y/Ob9tRenrkZzfPnRu+FIvOEnt4JgSAAkm9iF2t9ybq/GrQCgjAQMqm8XZNsOgMSZBVxa6OQElPdXlDiTfrBkLDk+d/+k/3zt9T1tVMpsqeVwBwFdRqi2+8ugrZWJvKO1TBqvOZfTkEvrOipNFljQ++M/hG7/qMepAwGUSAKGGWm8pWWiqdtMOhWmhIEpThR3esdycSNxE8UOE9gADQGVps86631NbXr1ctD6++ra3OPkDFPB0SsmBNN9dybbWEwCIENmVFMwyKJO38/slM26n0uI4UF3sMdmYqNj0T29yU9x6fLY7Hc0x5wFVZ4amt9Xvctkh0IxxeCYWjkcjGQaKOum5IsqbImqrpNEVxHJ2pobe7bJ2i6LKsSpKmatlWY4AgCZ7LpDQxCCFJVkVR1bUc/wAQQgQAQoAkiD1Smmia4nma42iLhds9B4IgamqKe7qruruqiopMGWMp4DgD1kvmBccZHiJYL/0iIITi8fjGxobdbi/UtTLmEwTrpcNMYcfxC3jZh/WSecHLPpOC9ZJ5wXrJpGC9ZFKwXjIvWC/tC0IoJt6euP3a5NU7s73q0uTWkgCBHJ5JgTRRahGbgmqzn6hxZGLsdobrcJcdKw4eKw7amP0TOBBcnQ392+2LF4bfX5sdZbayjXJ5JgiAAilZYBPVno16j1bvABRBI8qm8TaVsxkcQISd59oC/vZASU91udsqAAAQRDevnbv6b/8WurqsS3Dfonk6IOh6brq+IlbvoxjGrm5JrEz9Opam2gP+cjAfvfp++ML/z957R8d13fe+v336mYYBBmVQBr1XEmxiF4ssR5Kv7Lxc613fxOXZ8fOKk9hOsuLEfyRZWeutxF4rN7Zjv8Q3Wc5zEsWSVWgVilSjJBJsYCdIonAAEI0ogwEw7fSz9/vjoBFdCkhihudjSzqDc86efWY2cPb+fc/39wsZypriZSZNqVWerppSJpDh1Z1uXQCCMvg7OUOXo6eU+PhalwMqplW/K9xQXLgb1Rtt+kdS91mO4LWKQyZBEvCJsgK2qZrJdAGAqhtxVTUxuAVu7WYmAEgThQM1pZ+qL8cy7r0T6u0NdfeM3b07udjYtFztpexsT2lJVnlZTo7fIyW0nt5QsHv0zp1x01yUw24RhmEqiq4ouqYaNEPxM7rRApUHY2IdNt/SBAAUjUSBE0WOZWhV02VZVxRt8ReJMSEYEwCEEEWhxRoSAQJkfokmjlpKqMvN9W5pLm5oCBQV+la9tI1DCscZbHkpebHjDOuILS99PLq7u//2b//2jTfeGB0dtX7idDqfffbZb37zm7t27Xq4fbNJGWx5aSOT2nH8FJ722fJS8mJP+5IUW15KXmx5KUmx5aUkxZaXkhdbXvpYTCrB3u5fd59r7WuNdl9i56fOWyDSaIQ2nIJcmavX+unadCt1HgWo1OPblhXYmhUo8/jQovJCCyDmWF/3S9dPnGg7KfW3c1a2suV0JgUzEs+HS3yJqgy9wg00ogjl0nm3ITg1gZqX2m5rSX51bhZL04oiffTOv188erL/YhybZGWdiQDoNK1Xe4JlhUq5h6UYtyqm6Q7enJ4jUQiVZlDZY2fHz/aOdawpbGYSpLn5kercyaY8l9Pj1Zy8yfCOqdL4GdIaHrnBrjH2ZhIkiUK4Lj99X9qOzFvMmYmuE7wmr3VNQQjEDV7y+9Cmar4kCxAyTBxXNUXXBZb9WGYmCqHNRXlPb6qqz89BCKmqMTAY7u8P9/WFg8HR8EQclpeX5jNXsanQRyHqTl8o2D0aDI4Zxur2LlUzVEWXFU3XzNmqS4sT6Om6aVVg0lRj/uc8ewrBJCFpiqItUMgIAWLJTIQAhSiEZjUkawzNyU4IBJ4VRc7huKdE0yyZme7GhoLm5uKy0uzFYtVGI4XjDLa8lLzYcYZ15FGXl37yk5+0tbVZ28XFxX/+53++wsHPP//8V7/6VVVdooQgRVHf+c53fvCDH6RkaM/mAWPLSxuZ1I7jp/C0z5aXkhd72pek2PJS8mLLS0mKLS8lKba8lLzY8tInI64ODobfCJ5vGWwNdZ7lVkidZxBKoXm92KdW51Gbfcg77V7ycuImX9727MLNvgIHs4pLhpj9/T0vXH+/5fpJvb+DJXgJ75SFCUg2mTgnTJVmyBVevdJDWIQIcpqcWxPdukgRBAA8w1T6MxsL/Y0F/tLsjJHQ7VNH//XmOzeH2wGTVXQmkyBVYMOV2aEav14o8oRza0Ka5mDxdAEkROEqRzCt52b/h4ocQauGzwiAjJlEUdpQQz6qyPKaDi5GCbxWndbu7Qr2vY+U+JpKKxGAhMlOBjKYA/4dzXd91wd6jjGRsbVO4QiAYjIJd5pWW+GoDyCWJgQkTYsrGiDwCPzHMjPlet0Ha8ueqCufXwQrHI5394y1tfWOjMSHRyKGsbotCQA4jikuyqyoyCkqyqRpur9/3Mqhpyj6qtekqKaqaLKimQaxCjUJAssw93yeBBNZ0WVFUxTdNO6xNAkCJwosAlA1Q5b1BeLWjM6EMQEKAUVNJ85bUijiOMbh4ESRY9klvk2v19nUFNjcVFRRkbOkELURSOE4gy0vJS92nGEdeaTlJVVVc3JyIpGI9fKHP/zht771reUOPnbs2DPPPIPxSvewb3zjG//4j/+4zr20efSw5aWNTGrH8VN42mfLS8mLPe1LUmx5KXmx5aUkxZaXkhRbXkpebHnpv4iCp0am3hy8+W7fueH2U8xY/7zUeQDzQ0cGoRTMmX63VJ1P1WVQpW5ACABohCrTsrZnFzZm5JV7VpwrEoyNW4NDr3a1tF47qd++xGNziTeafjtAssnGEBcLpMu16Vqth3AUAIgG69FFty4yM2pQtsfZVJjbUOBvKMgZHPrg3NGX24+PTNylrMtYIfilYUr2iMOVufFNmaaPE0wuTRPcuoPB05N5l2O8PHaZtI31X6LxGhLW6ZhKcMJIZU68OZP3pvmw24XpQHZXYOT62Lv6WO+a1B1LJYqlueTd2VueiJeN9oy+A3eurXUMEADNpGO0U64qdG4qpz0CAGimGZNVVTccPPexzEwCy+ytKv50Q2Whb/pXbDaOLwjiwOBEd/doX1+4fyA8PDy1lgYRQn5/WnlZTmlpljfNMR6OBYNjs76oFcCYaJqhKLqiaCYm/LRFiWOYe1ZeVpI9WdZlWYd5Xz7L0pYyZGIiy6qqGPPPIgSAEEywYRJLZ1oydZ4FzVAOkRNFbnHuPgBwOvjq6tyGhsDmTUU8v7Gm3ykcZ7DlpeTFjjOsI4+0vHTs2LGnnnrK2hZFcWRkZLk5fSwWKysrC4VCq7b5/PPPf+ELX1jPXto8etjy0kYmteP4KTzts+Wl5MWe9iUptryUvNjyUpJiy0tJii0vJS+2vLRub0fU0fh7Q91v9p3u7rmAett4bAIsZWkyASkmpztFqTKXqvfNps4DgBzRvcmXvzWzYHNmPkstb9khejRycnT0tb4LXddOkeAlzjTQkt4pANAJJZlsDIR4cZpS49VqPISnAIFgcC6d92gih+ey2xVnpTcW+BuKXfLIm9d/UYePAAAgAElEQVSPnWx/T49NoiWbnQUDJAw24XON1fjVzenYxYgGm6Y73JqDJggAaEat8l7z9t4e+gCmRlf3IWECcZObyvJObsom9RlucKdpYrY3VMeeJxcm208Ipr4mdUfDVJQIsa1ZNZ/FW5juxCm97X3HGs8FAB1TEUOUC/3ClgouzwsAmJC4osUVlaapj2tmqsrNerqpakdZAAhZMo4/FZF6ekLB4Gh392j/wMQao45ZWe7yspyysuz0dGc0It8OjnZ2Dq8uNZlYUQ1V1WVFA0ACzwoCKwjM/FUYIaCquiVHadqcaQlRSBBYnmMAkKbpsqKTeanzCEwnzTNNAEQoRFEUQtTSQhNFIWH5Ek0MQ5eXZzc2BLZuKfF4xLV8GvebFI4z2PJS8mLHGdaRBywvbaz4wpkzZ2a3Dx06tMKE/sc//vECbUkQhPr6eozxzZs356fL+9M//dNnn33W6XTejw7b2NjY2NjY2NjY2NjY2NjYpAwM4vPdT+dvenpbkzEunR4ZfWuw9WpPK+5sFZQ4AgRoRmqiCXHSKiiq53pEvcrItKgWZqE6H7XZNwrw9mDH24MdHEXXeHO2ZQUeyynKEhZF1hBLMTs83vrD/9O977dOjQ6/1tnSdauV6rrAa8pMmH5GEGIRTmNUD6jaQFy+MxY7JiSK09QKt1qTpji1cSHGY9ap8S5DcBhsz9hEz9jEry+DWwjUb/mjw8/GqOF3e0603/qQUWUES9mkKAA3o7sjk76zkVgLN+X3xhoyRxu9o2lRp8G5NdGtibfGt4N7e+7/1d+kXZTPxXrOc4axrMxDIfAwmmdyLOu9idgJcbw8s39Txogjoz/+ZFat2rTvkvPWQPDd1bPecRTOBCn9cv/wef4/A4Hcz3J7/9cAOhO/ftQhRVd/mo2lcCaXMId7YkeGopmZTGOpo8rvEXmPwMmGEZXV8bjkFni3wNFreDauczjUORxKd4r7Kou35fvcbveCA7xpjubNRc2biwDAqtjU3T3W3T12Ozgqy9pyzYZCsVAodvZcEGbKNe3bV5Wd49FUMxgcbbsxMDUlLT6LoimHg3M4uHRwmiZWFF2S1ImJOEUhQeCsBHqW9iMILIDD0LGkaIqsqapBMJElTZY0AGAYyungEYWwiRVFM00CABRCiKIoCoAAJtgwTTDAEpkodI+lCWMiSZokaYBAEFjL0jSbGc8wzI6O4Y6O4ZdevlBZkdPUVNTUFPBlpOBjQzY2No8mG0team1tnd1++umnlzsMY/xP//RP83/y5S9/+Yc//GFaWhoAhMPhb37zmy+++KK1a2ho6OWXX/7Sl750f7psY2NjY2NjY2NjY2NjY2Njk2ogxGQ592eV7q8vIRPPXozGjvZfu9DfqnSe563UeQjN6UwipYtEJ31RpbdfeZ1XstOhLpOqS9dK3dcm7l6buPsvnedzRPe2rMD27MI6bw6zwNKEHJzwZKDkyUBxbNdvvhedfCN4offaKab9rKDJ9+hMCIBHJs+YaaCoAzHpDhc/zqv5brnGrdZ7J1z6BMRZQrs0wWUIDp2PKerZYP/ZIABs9dft3ve5XqavdeCjSPtZ3rRcWYt0JhbhDEZJHx+R3xuPvidMFvqUJu9wtWdUjFo2qbvjhcNQKDTHGp6+knWnJ/guPbpivjuRNkSIZQTjsfbhyTTPRJNvZHPmnbGtWZnbm/6koynSPvwODl4UVvb50Iikc4p3VIn/lHvZkeH8bwUH/nYss2Oi7TVurG91KwONiJdTPJHB+Aeh6Bk3qS9yNxaJIieyrGHimKIOTcZ4ll6jmWkyIb92pf3Xl8xtJQVPba5pKPAveRjPM+VlOeVlOQBACBkZiQS7Rzs6hrtuj8RiynKNK4pu6TEAwHFMIJCxY3tZps+lanpv73h7x11JWkKmomnK6eSdTh4AVM1QFT0Wk8PhGMtOF2rieYZhKQ8reNwCIUSRdVnRJVnHpmkYOB5XAAAQCDzrcNCmiTXNMAyMEAACGiiapgghGBOMiYkJQnNS01wnCCiyrsg6QIJlaatEE8fN5JkkpLNrpLNr5Fcvnc/N9W5pLm5oCBQV+lb9tG1sbGw2MhsrOV5paWlvb6+13draum3btiUPO3HixKFDh2Zf7tmz5+TJk/MfHDAM48CBAy0tLdbLw4cPv/vuu/et1zapj50cbyOT2lnIUti0bifHS15s03qSYifHS17s5HhJip0cL0mxk+MlL3ZyvAfDlHpzIn50qu9s//mpzvPcbOo8sCxNM04jAqBiRsG87HDh6ky6Pn1+6jyBZhoycrdlBbZlFXI6XnpY4lAi8VY8cvT2hdFrp7iOc4IqoQXvMvu+CmEkk0+YnF7glms8cq0HuxkAoAnl1HmPJjpNHpG5qFGmJ7qz6IbYc7v7I+i9JmBCVkiaZxKUMLlJ2hGrydAa0/VCkQbarYseTXQYLEXj8vyOKnwtdka+eVLU5FXm/wRAMtgIEaaKM9QmL1WZmU64+oyhzY6r6jnp6tuiEl897R4BUE160hTRPsee56LVUqjnGN1+RiRrqAtlnZ4w2Ah26uW5nq1ltM8FAASIpOpTkoIJWaOZSdd1mqYpiirJSn+irmJvVbHArnWeOT4eC3aPdXePBbtHR0YiawlOzpRrynZ7HEDw6Gj05q0hRdFXOMXKnqcouixrpok5blZqmquWpOumLGuyrKnqXB0mAoRCSBA4ikKmiRVVnz8+CBCCiYkJtnQmhCiKWi51Hs1QosCJIisI3OIjfD5XU2OgsaGwstK/OLHefSKF4wx2crzkxY4zrCOPbnI80zQHBwetbYqi6urqljvy6NGj81/+xV/8xYI6ewzD/PVf//XBgwetly0tLYZhpGQwxcbGxsbGxsbGxsbGxsbGxubB4OXrvHwd+KCyrq/puTcT46dGLt/tbOU7zwtKYi51HgIQKUOgDK+W0K6Ny5d5iXLgknS6Lp3a7FO8cCE0cCE0QKGzhWJahZh+kIfqtOx74vNUltP9Jaf7Szm5A02Hj0qRY52tU50X2FtnhESEQvN0JgQgIkNkjHRGUkbjibsTyru8EXAple5EtSuajqOcjABZCe5cukgTNB71vNG2C9DOsv8WPPQ71+HWRNsJYcRyIC3SmWhEPIzqAVW9FYtdH4k4nFJ9emyzdyqTZzHj0nlpqLLLrEtvGNv5zMW0/oGOd/je68takRCAk9GdoPsGpGhPKCIORxrTT2z1nXf9Rkl1/MChK56OkWtvCiM9K4WPEYBAm7l0XD8jnf1IOFlf3PwF5ZnPD4++h66+49SUVWQhBOBidCdMqb3xSNdgND/LsamYL8ly8pyT51TdiKnqwERU5Jg1mpl6Q5P/+8PW/zhzZXdl0W80VgUy0lY9JTPTnZnpfmxHGQDEYkpvb6i7ZyzYPdrXN24YeMlTCCHDw1PDw1PWy7Q0sbYm3+t1GIY5Fop2d4/purnglNnseQDOaRlJ0WIxGQDx/LTUxHEMy4oej2il15NlzarDhDGZzebHcQxFIUKIppsEEwQIUchS3zAmGE+nzrPMTBR1T+o808DxuBKPK0uWaAqH4yc+aD/xQbvLJdTV5m9pLq6pyWPZ1SVGGxsbmw3CBnIvhUKh2Yf70tPTLS19SbZs2XL58mVr2+/33717Fy16AABj7Pf7Z+sztbW11dfX34de2zwS2O6ljUxq20RS+Kki272UvNhPFSUptnspebHdS0mK7V5KUmz3UvJiu5ceFooRGo+/JidOhm/13W5lOs7xoYGZbGAz/7E2dEIpmEuYopHjoeszqLp0qtSNCTFNk2VZDyvMWJoCLpZf+DYEE7MjmnjTkD7svRFra+HaTorxSQqW8jOZgGTMSiavmjzOcej1afFat+plAAABchq8SxPcukCT6bm6Q4g3l1wrxZ3hc/j6CTE2ScOiNmfBgGSTjehiwueSGzzqpnTsZnjMejTRqzl4SqsrvlnHtE2d0a++70hMraITYIJiBjeli1KxW21KJ7UZBTw5EGivkIJ9H1DXTzgNbXVHi0lQVOclH1/623j/ljFyTm193bVqSScLAqBjKqKLcXea2FAkNAQQSwEAJiSmqBFJQQgtZ2aadS/N/yGFUF1+zhP15TvKAsv4eVZi7eWa5uNxi4FAhtstaroxOZno7w+b5tIaFQBgTDTNkGVNljTDxBSFeJ611KbZRHayokoJTdPMBZIVQohlaYSIrmOMyYJmMSaYECAEEFAUZUlNS/QAgcCzosg5HHMlmmbhOKa6Kre5uXhTU6EgrK7tfQJSOM5gu5eSFzvOsI48uu4lSZor07fCVD4SiVy9enX25aFDhxZrSwBAUVRTU9N7771nvezq6rLlJRsbGxsbGxsbGxsbGxsbG5t1RGCyCrxfA+/XSvIShTve2v21t+WhzuA5uqOVn06dN2Np4hBmkeKmFWMionw4Ip/gFYcLVXtRjQcas6KgnB7tPT3aSyPU6Mvb7y97LKdIpGfC64hCTG1aWi2k/Um671rZ1pef/b9bu2/KN1r4Gy1iLDzjZwIgBGggLkpzUZrOJOSJmPRBhH+fJX6n0eBVat0JrxpnlFFALl3wag6nzkmKq6V9dwvsLqjs3/bE1ZzwYNdJ/sZJUZMoq+vzZQQKiJPWnLSmx+PxU1OxD8fUAofUkDbe4B33xFy6EOttuIabC+p6dj55xdM31vGR0HFWxObSQguFSBqrprGqMhKf6p+MHxserff827aSjOz6HQf7f+OzN6Sz6qXjzqnRlcJ302WZYkr4H9hfcDk5n0WH/59QWt/E1TcdvVdXkSQRAEfhLD6RrkqRs5ORc0GmNt/RXEx5hDRR8IiCoutRWZ0Myw6eXYuZCRPSNjjSNjjiczkO1ZZ9urHSLSwSC5dnfrkmjMnA4ER392h399jK5ZqiMfnmrSFrm+OYQGGG1+M0TXNiInF3eGrBg/WWi0gQ2PR0p2GYiqIrih6NyFNTEkVTwozO5PEILMsahinLuiSrqmoAAUKIpk3n0GNoClEIY2JJWRQ1LSZhQgjG2CQGTP8cUYiaLzQRsN50cnKJEk2aZlxvG7jeNsCydFlZdmNDYEtzSVqauPbP0MbGxuZBsoHkJUWZu0+w7LK3q9bWVoznnkE4fPjwckcWFhbObk9NTf2XO2jz6DI7OI8cObJAznS5XD/72c9+67d+62H0a60YhqFpmqZpKfnEujZDStpENE2b/XeKYRiGYRi6rqfk1aX8sLT+qjzsjtwXNE1jWTYlr252WM6fR6UMs1f3sDtyX7Du4Cl5dSn/xaX21VEUlZJXN3ubS9WrS9VLAwDrHpeSVzc7Jjf83JLNFJ4F4VnTq3nLPqr7zXdI5Hr/VaPjvNB5XpATCACs9TSLMItUF62aeky5Op64xCu0gyp1U3UZ9GafkcZdDg1eDg2yN+nGdP/juWXbfAUMNd8GVOd01oFTq9t5tmTz65/5+vXeW0ZHq3DztBC+S88t2QmwCLO06qFVjVByOJ54P8K+y7r9DlKbppa74vnUACuzJu3VHR5VZDA9MBYYGAuwjNbweNtnnrtFd8faPnR0nRNMY6bs0/yrRWY6m/CyCWUsGn87knhn1Chzx+s9fdVuAbjIeG7/3VKOGd3136//z9/uGfgQXTnhiowta2YSKMMvxA0ixdrik5fCSr7z7c3pJ+uf2lQR2n/gutgxee1tsffqsjn3YDblHdbVl+hfvpLh3pdx6OtTO2Lh60fFjjMiNlYxEjGI+DjZS5TYzVj0ej9U+l1bSqlMp8AwgpvRHTgqK6PROIWQR+BdAk8hIDMs2eB4LPHi+etHLt3cWRZ4sr6iOPOTOAtz/e5cv3vP7nIACIfj3T2hnp5Qd8/Y6Gh0ufdVVb23JwQQAgCEUIbP6XGL2CSxuDIxEV9wME1TTifvdPKEgKoaiqqpih6e0IAQmqYEgeV5RhQ5l4vHmFiakCxrJiYAoJsYTAAABEDRCAEyTGy9KaJpRE2XaMKYEAMjwMjKm3dv6jxNN7WIPBWRGZoSBFYUWUFgrQM0zWhvv9vefvell1sL8tPr6vK3binJznZ/go9xASkcZ7DuAqka/tJ1PbVX4ql9dfcpzvDd7373H/7hH0xzYWrQB8kGSo7X19dXXFxsbefl5Q0NDS152Pe+972/+Zu/mX3Z398fCASWPPJb3/rWj3/8Y2v77//+77/97W+vZ3dtHiX+8i//8q//+q+X27t///4XX3zxQfbn42IYxuTkpNPpTEl3sCRJiUTC5/Nt+LXWJ8Fysz4AK+uDxzCMzs7OnJyclPQ+p/awjEQihmH4fL6H3ZH7QigUcjgcTqfzYXdk/VEUJRaLpaenp+Raa2BgQFGUioqKh92R+8L4+Lgoiik5LDVNi0QiaWlpKZniIxaLqaqakrc5ABgfH+d53u1ehyDXRkOW5Z6enqKiopTMSJlIJCRJysrKetgduS+Ew2GGYdLSVi/6knRYCzq3270xk+OtAMFmDF/QSQuvXxm9JXecFzpbhYmReyUWAgQAA1IwI5m8jAUScFN1XmqLDzKmXS8uhtuekb8jo6DClYFgoUyCIIHIBcM8zpDO/i5y84x4s0Wce5d53iMCoBFaMjnJ5E3MQJaAtmUpW9IVHlTdFGTOowgOnYWZt/B5w7vKrjV6goPnUNtHzoF2foUQmkGohMnHDVF3cMqOzPiWNOBYZ5xxS4KDpysDt/eWXnXcibZ94Lh1Wlw55R0BkExuUhMlnlO2+6hmf2mGcqjkerXZ33WCu/y2U46tXptHx1TEFOhGdvcXY1uyxvtOMBfeWNOJVgcSBjulOoycdGFzMVPmm+uYqsdUTTexyDIOlhZYZo1LniJf2sHKom1F/sVJ9j4B8bg6ODjV1z9xpy88ODi1Qiq8+TgcnMcjAIHJiKwq+nKHWVWXFEWfzYBHMxTPM9b/KYQ03VQVXVGMBanzCBCEEELIOmtO6CSEEIIxIVa1MAQIoeVS5yEKCTN1oRZna8rOdtdU+6uqsosKM5ZM5rQWUjjOgDEOh8OpGv6ampoaGhqqqKhIyZmzHWf4BBBCioqKVlCtRkZGHkBK5A0kL01MTMyOIZqmJUla8rdlfuGlsrKyYDC4XINf//rX//mf/9na/tGPfvSHf/iH691lm0eFX/7yl1/4wheW3OXxeH72s59ZlZk2LHbtpeQlhXMiG4Zx69at3NzclAxwpPawtHMiJyl27aXkxa69lKTYtZeSFEmSgsFgcXFxSl6dXXspSdngtZfWSFS9FpePIuOSNBLqPCd0tvK9bfzC560JYAAVszLmJCxCsYfalk1vywJuelKdLbj25BTv85cWOJbQEREJK8oHmvoWmD1375AbLeKNU8JYPzO//ekEegAqYSSTk00e0xzVkEE/nmsEHJKmgw50jElTRAZPKzEUZVYWdG4vvFFERm6f5q994BjuXum2pWImbooyEnGTL7EzXfFxgsJnKC7eZDJ9d3eWXmlw9vSfYS8ec470rnL70wgd08UoEhINacaOHH8Wuz/QuSurY+oCPvuaa6Rn9bunSVDM4LQCbtOX1X0NIfmSefZV11jfmm67BEAxmSlNVDMzHE1FXE3urGCiGWZUUaKyyjG0RxDcArdGqSNN5PdXlTzZUJHuWLfBrKj60NBkT0+os2ukpye0QPJZDoFnHE6eYDIVlbGJF/QfY2yaJsMwuo4VRZMVXdMMQgABsBwt8CzPMzzPEkxkVVNkXVH0eysxAQFCI7Bkr9nGybShiWBMCAACQNSMzrToA0QIeJ4RhaVLNGWkOxsbC+rrCioqcpau8LQ8KRxnSO3aS5OTkwMDA9XV1Sk5c7bjDJ+M733vez/60Y8Mw1hy74OpvbSB5CXTNN1utyzL1ssrV65s2rRpwTGhUMjv988mdfniF7/4i1/8YrkGP//5z7/00kvW9s9//vOvfOUr96HXNo8ER44csQSkz33uc6+++urD7s7HxpaXkpcUnvYZhnHjxo28vLyUjLul9rC0p31Jii0vJS+2vJSk2PJSkiJJUldXV2lpaUpenS0vJSmpIS/NEtO6wvHXkXrGjNy93cq3t/K3L/G6PL8wzbTOpBFGNjlZcJFtucxjOShvbj1b6ErfnVN8IK88R1zKRmkOJKTjmvy2aQ6N3IGbLcKNM+JoLzO/fSsWhgEpmJYxL5s8FHuZfXnUJh+hQdXNTOKkpmglgmd75nJEtxRf3VFwC+6qbR86b5wUo+FlzUAYUMLk44ag1WQyBwvkQkHUOGqKFjVe4KTm8svb824xfcqV9xw3TjlUaaVVAyYojoWIIUr1GfKOTF+WZ1tO396iq66B+MW3HO2nHYa+irpACCRMVs7iK37HOLgjxN9WW1939lwR1xIRJAAapqc0UfKmO5pLhBo/zKxxFFWTdCOuagTAI/BukWfWtvxhaOqxssJPN1RU5a7zs4bzyzV1do3E48uWa5qFEKAocDp5hFAkIgMARSFLXppfucM0saoa08nxZsxSHDdtM+I4WtNMWdYSkobvtVJZ2QMRACGAqDkRCWOC8bQ7CqyUehSiqPmHzLG4RNMsTidfX1fQ2Bioryvg+TXN81M4zpDa8tLExER/f39tbW1KzpztOMM6kpGRYZkUH4y8tIHiCzRN19fXX7hwwXr55ptvLpaX/vM//3N+wYCDBw+u0ODw8PDsdkr+0bSxsbGxsbGxsbGxsbGxsbFJItxcpTvjTwBAzRzm/EfLDr/nMHqHOpmOVqH9rDA+SCMAQEABCMgQkOE1JO1MWG7p0vIzzOZ8ekc2OJj++GR/fPLFnqtVaVm7c0r255V52HnaGx1wun/X6f5dogdZx6t5pR8d+u1weAQ6zgo3WoT+dn42YR5FiIMyHJRhMpI8FJP+I6QfcVI7coW9uYl0FXLAlS8U0umOBB8cDMclz0e39n10a1+hv3f7M1e//jv94S7q1mmx7SOHFF0oq1BA3LTiphW9OxbvGqZyfejxAGr2YUpzGt7L3Y+fa98VyOnd/T8uHv7duz2t3KW3nb3Xly6tRCHioWUPLSudsejNkBTwfrA7u2Xssw2e0X1fuXrw6yMdJ/jzb7imRpetYo4QuBjdNamP/D3zM6c/77fgU98KHZbHrrwlXn3HqSkraUIIgKfMHCFuSFLkg/DUaQ/XUCg2FyKeoSnkdQjpLoesahFZnZIUkWPSREHklu2JhWHilq47LV13SrMyDteV76su5tfp+SeKQkWFvqJC38EDtQAwPh4Ldo91d48Fu0eHh5cuyo4QEALxuGqdrukmzzAUQpJkIkQxzLSCSNOUw8E5HByAU9dNWdZkRdNUQ9OMaFRGCPE8IwhsdpYbISTLmixrqmYAgblSS4gQjAEhTIhVh4miaJjWmQjBBJsYmwAIKISoe4UmXTcjETkSkWmGEgVOFFlB4KzdiYR6vrX7fGs3xzHVVbnNzcVNjQFRTEH5wcbGZmOygdxLAPAHf/AHP/nJT6xtv99/8+bN+bKQpmnl5eUDAwPWS4RQf39/QUHBkk1hjL1ebywWs162tbXV19ffz77bpDK2e2kjk9o2kRR+qsh2LyUv9lNFSYrtXkpebPdSkmK7l5IU272UvNjupSQlHo/HEncp4ZwkfyDgzvE7cOuMcPk9cXKmeBKZ+Q8B0AllcJzZlJXYWkGVzf2SshS9yZe3O6dkZ06xQC+e6mCit0UTr2DlrIGjE6PoZovQdkoc6mLhXjMTABiEkjEjgUiactDeAFXqBgAKoTqvv0bMMSKotbt/LJoAAJZVNhdf3xG4EeAmgxeE6x85ghcFfRkjEQGQMaekedQ9pcyuHMbBVYqZPtV9uy+sUYPby67s9HdCSL/yrvPq+47E1EoVkgxCJUwx4c+Qd/m5Wn8ONbGnqG27rzfSji+97Ww/IxK8iplJJ1SM4h0H2QP/fbLZEw6eYM+95o6E1jRFNAmK6nwMOenaALcpwHjE2SWPbuKYrEQVlaYoj8i7BX5JI85inDy3v7rk6aaqbM99nO1Eo/KdO+PdPWPB7tE7d8ZXLteEMTYME2OgKMSwtCLrLEuz7MLvBWOiaYYsa7KkGTMNzkpNHMuYGMuyJis6mZc7jwAhGKbjsQgoNK1AYUIIxqYJs6N+NnXe4tyDFIUEgRVFThS5BcnxEEKlpVlbmoubm4u9aUtEgVI4zmC7l5IXO86wjjxg99LGkpdOnz69Z8+e2Ze7du16/vnni4uLASAej3/jG994/vnnZ/c+/vjjH3zwwXJNdXZ2zoYYKIqKx+OiKN6vftukOra8tJFJ7Th+Ck/7bHkpebGnfUmKLS8lL7a8lKTY8lKSYstLyYstLyUp84elSaRw/G1Zfocz2kZv4wvHHVdPiLo6U7fG+jcBADCAorNZ2JozvrkOvPxsaw6G254V2J1TsiUrQC+hbeimeimWOEL0Vt1M3L3NXDjuuPK+w9DuaXz6UEJJmNXzPXhnMdqaa9V/yuAdj+eWN7nzbw+Mt3T13Z2KAoDfN7ij9NrmzB46YVw86rhw3LWCPmQQSuMF+bESc08RSueqvdmb3QVTo9q5YFd5wZUdhdfL+IngeeH0EfdQ10o3RwJIMjnZl67sLeSb8wRV2pZ3fWdupzMsXzjmvPKOU5NXWYlggmLA0Tv4Pb8d35U7OtpKnXttlTeddy7EDT5CHKS2wN1cQs3TMAgBS2QyMHYLvEcU2EV1g5aEQmhbacGnGyrrC+773yhF1e/0jge7R4Pdo93dY4vLNS1IjocJ0VSDAFAAmm5yHM1x7ILxZRimouiKoiuyjmdGEkUjgWcFgUUU0jVTlrUF72VJSpgAQoiy/gEghGBMTEzmRiQCiqJmD1gAzzMOB7+4RBNFoUBBRkNDYOuWEr9/rlxZCscZbHkpebHjDOvIIy0vEUI2b9587dq12Z/QNN3Y2Ohyua5duxaNRucf/MILLzz33HPLNfWjH/3o29/+trVdW1t78+bN+9Rnm0cBW17ayKR2HD+Fp322vJS82NO+JMWWl5IXW4P/qUsAACAASURBVF5KUmx5KUmx5aXkxZaXkpQlhyUhZlj+IJ44jiOX2z80W487h4NzE5h7iichcNey+s6C4Yo6TM0dk8E7duUU7/aX1HqXGvA4rmtnYomjSL86NaFeeldsfdMxFaJhkZmJAGiE1nnO2OE39pSTDCcAUAg1pOc+GagqYLyt3YNngv2DExGKMmsD7Y8VXS0XRztaHC2vukL9y+aIIwAasKTWF328FpV4ckTX4bzKTMPdentgMHFxV9mFLZm94+306Vfdty8snTFvFo0wssMl7ywV9hamUWwu37an6Eopmrz2nnj6iCe+fHWo2Z7ImNWr+S1fkvdXhnCP0fKKO3hhrWWZEgYbM0St0O/aUcH476mDpehGRFYSiiZyrEfknfxa7/W5XveTDZWHaksFdpUke+vCkuWaFtdemsUqwmSaJkUhXcc8z/A8O98/RAioqq4ouqJomjYnJtE0xfOMZYFSVF1VDZj3IVuSEsHT2fQsxxIhhBBiYkIwzFqaKMqq0kQt1plWKNGUmelubChobi4uK8224s4pGWew5aXkxY4zrCOPtLwEAKdPn967d++qvdqyZUtra+sKYbvdu3efOXPG2v7KV77y85//fD17afOIYctLG5nUjuPb8lKSktrD0p72JSm2vJS82PJSkmLLS0mKLS8lL7a8lKSsMiwJjihnphJvTQavtr2vXjwuyrG5CfZ8KciRjrP30cr2QAffoJM5VSDg9O7xl+zzl+Y50xY2DkBwWJVPJKRjSLvddp6ce93Zc00gMzGp+aEpAqABzVSL8d1lWlURIAoAvJx4MK/iyYIqQ8Fng/1ng/0DE5F0d3hr6ZUtOV3xDnz+deftiytJNSYgoZyP7KpO1BezNL07p/hQTsXAcKyl+1J2xkc789rZYfX0EffNU6JprJRoziSUygnqtiJ0oCIvPZ1T27cFLjaKd7vPcCdfdE/cXV2nUTGjFfOlX8D7N4V8Y4kzR9w3T4l4xTed/WRUk4loguLPdGwp48qy5u81MI7JakRWKIQ8ouAR15oxT+TYPZVFv9FYFchY4ou7f1jlmjo6hjq77k5OKisfbJrEUpIIIbM58eZbiEwTK4ouy5qi6HhefjyGoTiepSiETbwgdR4QwARjTDAhlopkOZZMTDAmGM+lPlwhdR7DUKLICQInCMyCvenpztLSjKqKnG3bKlOvRJMtLyUvdpxhHXnU5SW413i0JB6Pp7W1taqqarkDenp6ysvLZy/tX/7lX7761a+ucy9tHiVseWkjk9pxfFteSlJSe1ja074kxZaXkhdbXkpSbHkpSbHlpeTFlpeSlLUPy6hyLTz5WsepS9ffUiwRaHbXfJ0pu9zIPUDLzQWXlXrZmKuSUO7JfDy3bG9umZdb6mM0ByX5bVU6PnJn5NxR7tLbDk1BsMjMBAAYEOOnmF0ZoS31GpcG88xMO7IKw3H5Yu/Q2WB/18hoWV5wR+Hl7Gjo4mvOmycd5sIEbPfA59DU3rzBzU2YY2q82Z8pqguw6Sc7b9+JvNGcfzFPHr9y3HnpuFNJrLS+IAAqxRmb8tSDNdUlhQ5jNF98d4vvztgVOPVi2t3bq99tDUJLaXzu/0k9sX+0QI62vu668rZTV1df1BAAHdOTmiD7MsSmEqE2D9D8vURS9Yisqrru5DmvQ+SYVWxVFhRCdfk5T9SX7ygLrFGXWhesBR3LOnt6Q8HgWDA4end4cr4+tBhdN1VFlxWdEELTlCCwPM8wM5dJCGiqISuarGi6ds9Q4DiGYWkgxDDM+W4nq0STpTMhq0QThRAC64cmNtHsRzyzd0lLE88zosgJAjtraTIMAwBYli0MZFRX5zU0FJSWZC91avJhy0vJix1nWEdseQkA4N/+7d/+6I/+KBwOL95VUVHx0ksvNTU1rXD6t771rR//+MfWNkJoYGAgPz//vnTU5tHAlpc2Mqkdx7flpSQltYelPe1LUmx5KXmx5aUkxZaXkhRbXkpebHkpSfkEw1LVbvfeeeXq8QuX3lQjY/eamWBaDRKcuHqvkrZT6MuvujxVa5Lp0DkFqCEj90Be+WPZRSKz2NNDwOhKSMfi4++ffzvR8mtxapSebXlB/IwSwL2TH9tZG80oso5wsfzunJJnCmsKXelj0cSF3sHjl9rC6uiuqrY6Z+fQB+T8Gy45vtICgfcQfpdvcPsW1e3MEd2fDlQdzqvsG5s62d3i4N9odHb1fsieftUVm1hlOqcRltRlRvbXVjeVZWFDhHc2Z92EHvX0K+6u1tULk5uESvBC2mfZg0+Fa+jx68ccF95wyrE1CUIGQRFNiLvS+cYisSkA91YDUnUjpqoxWeUYxiPyLoFfo6aRk+Y6XFd+uK7cteYke/8VFi/oVi3XNJ/ZOky6YTI0zfMMzzOz5Zqs9HqWq8k08fwTGZamKUQI6Lo5P2BrlWgyTTKnJCFECFh+pvktoJm9i6s0WYWgRJHjOAohNH9R4HIJVZX+6urchoaANy2JA0e2vJS82HGGdcSWl6aZmJh46aWX3nrrrd7e3kgk4vF46urqnnnmmeeee27J5KezhMPhoqKiRCJhvWxqarp69eoD6bJNymLLSxuZ1I7j2/JSkpLaw9Ke9iUptryUvNjyUpJiy0tJii0vJS+2vJSk/FeGpaz2X2z5ZetrV26flrF5r5lpRg3KKtSrHteMnf4z6rawPvd7zVH0tqzCx3PLtmQV0GjRpJ1gYnRE4kdun285dYR0tvJW9GyxmQkQuOqo2PbSiZpaDNPtlHsyP1VQ+XhueV93T0TVxzBzNtgnmZeb/Zepq6FLbzgiYytJNTQLrq3Okb3N8SyfyLD7/GWfKar1sc4zwVs9kV8VOVr1y8qpX7nCq6W80wljFngjuypKD9Q0uL2GcrLQeSZ9ZKr1DdeNj0SCV1F2MKAELYhPcTufiWz1hHreZ8695o6E1jSTNAmK6nyMczONxY5NRYhn7t2LY7IWkRUg4BY4j0Ng1rZuYmlqZ3nhs821hb77+5u+8oJO183+/rClMwW7RyVJW6EpS0lSFU3TMcfTAs/yPMNxDEKWjGTIsq4omqoaC05kGAoQMg08L3JLCAGMMcZgpeOb1pkACMaYLJRAEYUoS2q6V2kihHAc43BwgsDx9341FIUCAV9dbV5dbUFpadbitHsbHFteSl7sOMM6YstL/1UkSRoZGZl96XK5UnVRZ/PAsOWljUxqx/FteSlJSe1haU/7khRbXkpebHkpSbHlpSTFlpeSF1teSlLWZVhOhvpb3nz+7OvXQ70SgiV0JpYjFduVjMeF2/mNN+OlZF7iNsty9HheWY03G8HiYLpGtAu9na+ef7P93FFGjt/T7HzYbER2Z401N5mC0/qJk+Wqac/jvsJ9dZsAIBRLtPYMtvbedgnv5Yx29B6DgfYVb38InDX8xM66aFUAELIy5u3MKR6PxT/qPcLj19nOkXMvu4a6VrmHGoTSfJ74rvKMA+V784pYrdNNv5EfG752TLx4zGXqq+gHBJCEObRP3PH52C7/2OhZdPoVd6h/9WJOAIAJxAw+ipxQE3BtLaVc/D0tE5A0LSqriq47eM4j8CK3pmYBoCo36+mmqvuXMW/tCzpCyPBwZNrVFBwLT8RXOFjVDFXRZUXTNJNjaZ5neZ7leYaiEMbEyq2nyJpxr6UJACgKEQCM8ewQJUDIdDUmArOmJQAMQDBZGOxFML+Mk7XXko4QQoLAiiIrihx9r9VM4NnKSn9DQ0FdbUFGhnMtn9tDx5aXkhc7zrCO2PKSjc2Gw5aXNjKpHce35aUkJbWHpT3tS1JseSl5seWlJMWWl5IUW15KXmx5KUlZ32HZdyv4zq9euPLOLV2SEMzF6GddR2lZRule09ydex5tiZv3RMyzBNdef+mh/IoCZ9oSTRMpMXny1JtHTr8yPNqHZppcVJmJReJW59ieBi07BwAURUEI1WXlf6qgcn9uuUAzABCOS+e6B67dPeecOKGeG73dwq5sJBILGWlP+XhjFdDI73A/WVD1qfwqF8tfHb7eG/7/2N6rt15jbl8UVg7vmYTS3Y7EjjLuQOmhsio/F0skXik2bwXfZc695lJXLOlkIWNOq3HW/I7+eOWQeV0784p7oH1NA5IAJAw2ip16eZ57ewWdvjA7n2qYMUWJyRrH0G6BdwvcGk0z6U7xibryJxsqPOI6/2p84gXd1JTUdXukpye0crkmgoms6qqiK6qu65hlKWFGaqJpysqtJ8u6LOswXy61ZCGKwhijGX1ofokmmD5gWkXCBAhZ4LazhCigEFp8aQxDCQIniqwgsAu+gsxMd011XkN9QW1tHrO2ulkPBVteSl7sOMM6YstLNjYbjll5qbi4+FOf+tT8XQ6H44//+I8LCgoeUtfWhC0vJS+2vJSkpPawtKd9SYotLyUvtryUpNjyUpJiy0vJiy0vJSn3Y1gqCfXKB1c+eO3XwQs9NKgL/UwEEEUKGzTvAUewtKlXLVxweqEr/UBe2YHc8nR+qRU0nug4//K7L7x/85RsVb2ZX/PJwgTEFHHxPSWTVYVA0TzPA4CD4fb6S38jUF3inl7fTSTks7e7u3t/FT97pf9DMNSVNBXKQ5M9BaEddcTBiTS7L7fMKvIU02Ln+v9zqvutobekW6cEbK7UCCZI4QRlWzE5WLqzsnJHpjMUfS1DPxf+SD+zhpJOAKBiVi1yFP82OdB013VHOvOqO3hBXEtkkQAoJjOli1qR37mjgs1Z+DcWExJT1IikYoLdAp8mCgy9xox59NaS/Kebqqpys9Zy/FpYlwWdqhq9vSHL2BQMjhnG0uWasIlV1VA1Q1E0TTNpmuJ5RhBYnmcZhlIVQ1Z0RdHmV3siBCzlCCEghFjp7wgBQgghZK6eE0IIEKIACJkvdJHpnXNlnBaISQghXmBEgRNFdoGYxLJ0WVl2TXVedXVeUaHvE3849wlbXkpe7DjDJ+PMmTP//u//vqAG2y9+8QtVVcGWl2xsNg7f//73/+zP/my5vc8888y//uu/Psj+fFxM05yYmHC5XKK4eg3PpEOW5Xg87vP5UjWODwCpukju6Ojw+/0pOXtI7WEZjUYNw0hJ1RMAQqGQw+FwOpMj+cPHQlXVaDSakZFB0xv3ecNPzMDAgKIoFRUVD7sj94Xx8XFRFFNyWOq6PjU15fV6Vy6tmqTE43FFUVLyNgcA4+PjgiCkpOopSVJPT09xcXFKXl0ikZAkKStr3SKwG4qJiQmGYVJSF7QWdB6Px1IpUoz7OixD/eGzb394+fhpZSqK0L0JxwgAgOA2C3ZifVfeFcdmxbwnYkshVOZM351Z+JivUKSX0F0m7148++YLl4+FE7F5ofl5IhMBIGm0tiM7sqMeO+a+uxJn+v6sop2+QmGm2Ziqnu89NXj6tYG3Y4nwSisIwlPU9oyRnZtwuoAA1Xqynsgp25TuxwT3Js6ODLww8nbo2juirq7YCAEJ8VJDvn6otLIs7wl/HoHTovFe4rzU8ivXxGolnQBAw4ziE3N+hzmwfTh3ItZ6xHnzlIiN1S1HBEAz6SlNlPw+YXMxV7LweycAqmFEZU3RDZ6hPQK39ox5Rb60vWWBXWUF7Np0qRVY9wWdaeLhkWgwONbXN9HXNyHJS5drwpioqqGqhqLqpoEpGnEsw3E0zzMUTemaqaqGrGjzK40BgenqTDPVmKz0d4QQQsCcUZUQAEJAkGV3Wvi+86WmBbtoxnJWMVYSv/m7Mn2uiorsysrsstIsjtsQSwyMcTgcTtXw19TU1ODgYGVlZUrKS3ac4RNACKmurrYeTF+S0dHRB/Csmy0v2diszk9/+tPf//3fX27v1772tb/7u797kP35uBiGMTk56XQ6U/LxDUmSEolEqsbxLTfrA3jW4MFjGEZ7e3tubm5Kxt1Se1hGIhHTNO1pX9KhKEosFktPT09J99LAwIAsy5WVlQ+7I/eFFJaXNE2LRCJpaWkpuUiOxWKqqqbkbQ4AxsfHeZ53u90PuyPrjyRJ3d3dxcXFKXl1KS8v0TSdlrZUWrMkx1rQud3ulHQvPYBhqWvGzZabp48fDZ4PUmRRWJ8AAcgp19P3i8GqxkGcv2A/S9EN3pwdvsB2XwG/SGfSlcGL7/7rmVc67/Ys0ayFQVPQlDb5WJVZOHeZDobdmVl0MKe0xDW33Ouf6mw59s+9bw6F+1cK1mMEbK1jYFcjVZYFAH7RfSCn5FBOuUgzQ2rbnbv/Nnq89/IbnBxfqRECoGBGqsxRD1Xm1+UdzMnPE7sN5VXjerjlBddwcPVbs0EoSRQ9n3fvOTBSrYeuvylcfcepKauvgAiAiamILsQy0rmmEqEqd3HRK93EMUWNKTpDIxfPuQVujWWWPAK/t6LwUE1JhvOTCwz3dUFHCBkbi/XeGe/pGe/pDU1OSkseZmKsqoaqzEhNFGI5hucYnmdoCqmaoaqGLGvzw7qYAMHY+jARzEhNGDAhs/4lS2eCZUqIodkyTgsdTQAIOJbheUYUWY675xeBolBRka+2JreiIqcg37vG3Ib3A0teStXw1+Tk5ODgYFVVVUrOnO04wyfjsccea29vX25vOBx+AB9p8slL0Wh0cnLSNE0AyM3NTUk52majMZscb/Pmzd/4xjfm78rOzn7qqac2+F92Ozle8mInx0tSUntY2qb1JMVOjpe82MnxkhQ7OV6SYifHS17s5HhJyoMcllNjkROv/brllfdjI9H5lZlgJtTOiTh3K0lsC3TlbTHwQm3GyXLbMgO7c0q2ZgeoBXoIjnRd+Y8Tv3zv6gcmNue1OU9k0glFFQmx7SV6cymwc42XezIfzy07kFfuYqcdTlFtrOXUP1z55eU7F+kVgnaYAF3KDW6pMpoCIs85GHZfbtlnimoDTu+wHOwZ/nnfWxcv/5qdCq0iMqkmIwfSIvsr83YUfTpQXpk+loi9AO19518VulpXj7mZhErQovBZ156nJprEu/0fMC2veBKTa/KymARFdT7mSmMaS5yNhbDIdYQJiStaVFZ0E7sFziMK3NoK/9AUtb204In68oYC/1qOX8CDXNCNj8eC3WPd3WPB7tGRkciScVqrGpOi6IpqYBMDAMcxPM/wPIsoUBVDUTRNN2dHGwEATDDBmAACRFEIUQgRwARbVZoIAQQAaPp/gGFhjSYAmLU0LXAtAVAUEgRWEFhR5Oh7vzW3W6is8Dc0BBoaCpyOB224tJPjJS92nOGTEQqFjh49qmn3PDnxne98R5IksJPjzRIOh48cOdLS0nL69One3l5LWLJ49913Dx8+/BD7ZvOIMCsvfe5zn3v11Vcfdnc+Nra8lLzY8lKSktrD0p72JSm2vJS82PJSkmLLS0mKLS8lL7a8lKQ8+GGJMbnZeuOdF/+j61SQGPqCvZYm5A2Y7l2OO42bw9wS4oSPd+zMKd7tL6n13tttYoQGj7b8+penX0tExxHMWkPQnM5kAjLdrLo9T3msGrxzXyhL0duzCp8MVDVl5Fk/kYzYhUv/++qRD9vfB1NDywXvCAD42KFNgci2YpdLcPJcY0beM4W127IDYWWoJ/zvA++dvPIqjNxZJcWcimkp2xXeWe7emX+wsOwxv2koL8HtjguvcO2nV6+uhAmKY57e59nxhcR239DEeXzyRfda8uxNn2twEdYFjcXuTcWIX3QWIbJhRGU1oWoCw6Q5BCe/1plDSVb6E3UV+6qL+Y8zB35YC7poVL5zZ7y7ZyzYPXrnzvhcFaV5zElNimEVXGFZmudZlqUAkK6biqwZ80600uRhTAiAlTwPIcAEgFg60/TQRNPp8wATjBa5yeYsTYtMZCxLiyInCCzPM/N9SwihwkBGdXVeTXVeZaV/kUR1X7DlpeTFjjOsIxkZGVYyJFtegr6+vh/84Ae/+MUvEonEkgcsKS+NjIwUFxdbBawA4Kc//env/d7v3d+O2qQ6try0kUntOL4tLyUpqT0s7WlfkmLLS8mLLS8lKba8lKTY8lLyYstLScpDHJZSVDp59OWTL78b6o6iRdYNAkAzJKORijcHBio2YbTExL7Qlb47p/jx3HK/4550mprUdu7t/7flpf7emzQslYuMAMjA4Lp0ZVcVqbxnXh1weg/mlz+RX+VmeQDQsdrW+6sLr7x+83VFjqHZdhb31uCZyfrs/m3FfKbo5Lny9KzPFNYczq80IHZ76sWxS0dvvqJ3nOdXDgLqmEp4HKNbi+g9+XuLSw8XuhnjNdJz+fKr1M2TorladSUMkDB43OzZ8iXzscI+/Zpy8oW0teTZsy4hYbAR5DRrAu4t5ZRrCeOLYeKorERlFVHII/AekafXtuBycOzjNaVPN1Vle9Y0odoICzpF1e/0jge7R4Pdo8HgmGGYi49RNUNVdKtWE8EEAGia4nmGZWkCYOimrEz/3AITQjDBGAOaqdOEAAhgy+g0M7hmVCJCrGJN92LpTNSi9HkIIZ5nLEsTy95jMnM6+eqq3Orq3Ib6Aq/3PiZ8tuWl5MWOM6wjD1heov/qr/7qfr/HJ+OVV1556qmnTp06pesLnyWZ5Ytf/GJpaemCH7pcrv7+/suXL1svJyYmvva1r93Hjto8AnR0dLz44osAUFNT89xzzz3s7nxsMMayLPM8n5J1s3Vd1zTN6XQ+xPS+9w9ZlgEgJbOAYozHxsbcbndKVhNJ7WGpKArGOCXn6wCQSCQ4jkvJ+bphGKqqOhyOlFQ9I5FICq9GEokEy7IpOSxN01QURRRFmt4Q5aDXF1VVDcNIydscACQSCYZheP5BJ715AOi6Hg6H09PTU/LqNE3TdT0l5WoAkCSJoqiUFGCsBZ0gCCn5jMhDHJYsz5Y3NB167jfr9jQmjKHx/ilszHk+EADBSBoG/XLEd7kzzxhSfR6Nv2cOHNGUG5Mjb/bfuhga0Ewjx+EWaBYAaDanqOaZPZ89kFXZydKjY/00NgHNlr1BgABYwFxIoi8N0TcHDaAhxwM0AoCorlwL332j/9ad2KSL43Md3ryMpuZd/0f5M1mstyNxV5JjS9hAEABtYudwLOvykDgRvcsLA2bi7MidN/puxnWyNftwdcXnM/YKgeYOXpfH+pjlHjWnERE0zds7zp0fvtEfOq7EetTKQOlTlftR8+M9PKhjfcwKIhMC4CmTH5UGjxnnLmcrW7L3/Y/Jrc1TiSg1MbRKOAIBcBR2Uwo/NpG4OhifkFifmxLvmf9QFBI5Ns0p0hSKqepkQtFMk6EoZlFWvQXoJr49Gj5+vav9bsjJs7le98ortY2woGMYOjPTXVnpf2xH+aefbGxsLMzL9QoCG4lIuj4tNTE0xfOs08mneURB5FiGxgSriqEouqoaJsYCzwoCy7I0RSPTxFaiPEsZQghhTEyMCQFEIZqmKJpCCAGCOSsCsnQouMfORMCyQ1nnAszpUYaBFUWPx5VEQtV1TAjQNIUQ0nVzeHiqrW3wvfdvXbp8Z3IygQB5vc51tzQRQiRJStXwlyzLkUgkKysrJWfOdpxhHfn+97+vKAoAfPe7330AEcUN6l767ne/+4Mf/GDVw5ZLjtfe3l5bWzv7squrq6KiYj37Z/OIYbuXNjIb4ami+4ftXkpSUntY2k8VJSm2eyl5sd1LSYrtXkpSbPdS8mK7l5KUjTMsdVU/894LLa8c77scX+zYIAAIQUY9E90UuFtTT5aqAEQBasjIPZBXvjOnWKAZAOjq6mJpycVdbvn162dfN6ZC1PwGYcbMZBBKFThlW765txJl3KNtFzjTDuVXHM6v9LACAAwnrp5/95+uvdg/1M4sqO00Hw1TasDZvaVUrfQginJwbH26/8u127bn5gan3rkbfL7vjfCl4w5dXfp0C5OgBPAjlTnx/Xm+/IxnSgq25Xag8Hu9R9Wzrzvk2CorHQKgmIyS6yj8svj/s/fe8XFc593vc6bvbMPuAoveC8FexN5Esav3Zvk6dhLH8es3ce7rdu8bOzdynNz7Wu7OdezERc0WLVHsoihRLBIL2AtIogMkOrDY3qbPef8YYAmCIEhJJAGs5it8oN1pew7nYOfM85vf86yf3+3oDp3aYb34oQXrN1cUMICskxHFkijOti2oZHJG/7uWFDUiiHFRZmnKzrF2jrlFNSg3w756Wvm66RU3SrI3kW/oMMZ9fRHD0tTc0hcMjkz4hDGWJFWSFFFSZEnFg7nvEM0QFEFiBLKkqqqW+rcysudpOsY6IAIIhAAhAkA3UuoNxY3xYJmmIf/dtSA0WOHpuuR5wLKUkT2PYagRy0tLs2bNLJw9u8jjvj0TXdO9NHkx4wy3EdO9BD/60Y+ubxVCqLq6ev78+RzH+Xw+Y+Go7iUAyMrK2r59e19fn/G2qqpq4cKFd7LJJmmO6V6ayEyEp4ruHKZ7aZKS3sPSfKpokmK6lyYvpntpkmK6lyYppntp8mK6lyYpE2dYkhRZUjV75aNPzl03S6W6Ap0hRbwaRDem9YJP12rDzmOtuUJ/3G7TbNdMiTFAvxA75mvf0X7xSixEEyQtKARhKShZM3Xhk/c+lZNVfDERTob6KeOAKTMTCZjWVLYjTBxqx20BleWQ12Lk1Isq0vlAz64hM1O5s2Jq9cMzH1rsmXMZiX3+DhLBoB3qmr4gzMbkzAZfZps/qdIJN9OVjO6+0rC1qU6X8++f+dWcJVWFqxo9fNB3mVKV0e9ZCAQsUl2BiO2UL3klVqPE9wS5gLZ4zr3FCx++nJsRG+ggxeQNJ5YIgCZ0LiHFDok1ux1NeXkLnlbuWztAEnpfGzO2yIQAKIStlGyLRsSLPbH2ALawtGvkJZUiCSvL2DlG1yEsiFFB0nWdJsmbemLionyhs+/9i82RpJjttNu5kV/4E/mGDiFkt3PFRZlz5xSvWT19+fKq0tIsK88qipZISMYGFEVyHG2zcna7heNokiQw1mVFUxRNVTQd6zRNUDRJEAQeLMmESIIgSYIAhAF0HWs6BgQEgQgSkcSw9I7GCwSGz2k4nvHW7AAAIABJREFUg5YmbVCSQkOmJk0zLE1SLC7JsqrrmCQJgkCapvv98Ut13fv31x073trbG1EUze22UqNpt7eI6V6avJhxhtvIXXYvTTh56ejRo88///zwJYWFhd///vdfeeWV73znO5///OdDodD+/fuNVTeSlwDA7/cfOHDAeM0wzHPPPXdHm22S3pjy0kRmIk/7Pj2mvDRJSe9haU77JimmvDR5MeWlSYopL01STHlp8mLKS5OUCTgsHW7vnGXr177wpLtCkOXOQKc63KuBALCCpSsCU9OZ13rFqstRtwvoa+ZXGsadifChvrYD/isBRcx0ODMtdoouL5ry1NIH51UvbSNwf187YWSZS4lMBAIaNC4UJ8724LO9qgSQa0M0AQA6xp2J8IGelo9622RdLXeUTCt9cPrq9bnLewmtPdhO6Np1GcwACAR0QnG3+d21/YqEpCw+jtTaUM8f68/Wd+OyjMfmrL63eP3lbGdfoIOUhNHvXBACltAyIjH7WT/REm3S5PeSdF1gRsGc8qWPd5UXRgI9ZCIylshEIcwrsnJSOLndcpotmPEk2vDwgJVX+9po7QbKVgoSYSul2ISY0tAbafXpFMlkOkZ2kyAsDO3kWZok45IcTCRlVSMJRN9sdmFkzHu3tqm2s8/C0HkZ9pTzZhLd0HEcnZebMWtm4ap7q+9dWV1Zke122wAgGhUwxlelJhtnt3EsS1MUiTVdUbGuGfWWgCAQSZGIQMb2BIFIkiAJAiGEMeiarhvLSYK4ak5CAIMi0vUDD2PA+ijZ8zDGiqIJghKLiYKgqKoOACRJIgTJpNzREThz5sq+/XVNzX2RiEDTVIbzY99ymvLS5MWMM9xG7rK8NOGmJt/61reG5+t75plnfvvb39rt9jF2GZUNGzZ873vfM14fOXLktrXP5K4jimJPT0/qrcfjcTqd49geExMTExMTExMTExMTExOT9Iai6RUbvrxiw5f7e87t3/L7s7uuhPuu2YAAHGsTcVtz1vY21z2ZffOqo8VOuFaNSGjK4VDnyRO+fKvzvryKdflVGcy0yjk/q5zVc/9XXj+x/cCH24hwPwlD8XmEAANYCZUPhMV3LwgfNCvz8mF5CcodDLn2JKOvNJ36U8vZZTmljxXPWDrre3OnRRv/6tW6XXvObIWonzCOMDxpHomwNSlWHGsRTnUMVOf4F+apHuZcvPvchW7HWW6F+6E165978uE9/QdPnHyL9nVSoybcQwB2SrYN+DzbgmGPs3NB/s+TGQ68cnWRtPZntfq57qNvWTrqxoqc0oTuVpPqm8LmP3NoQ/XKp5J/8VBPx3798BZ7PHiT4CSFdA8rZMTE6P5g5EQTmlNin1GMro2wI0BWlrGyjKSoMUnqi8QogrRbWDvHkDd7uKqxd6CxdyCD51ZVl62bUeF1TCCx82Nht3OzZhXOmlUIAKKkXLnsb2ntb2ntb231KYpGkISFZyw8Y7Mxuo5VFYuiIoqKqmq6PljMCQEiSKTruo7BqNIEQOgYG3IRNixNCCESECYwBl3XU9nykHEAwDilN2HQsa7rAABG3rxU9jxZVmVZjUYFhBDH0RYLzXEMRRGKojU09DY09AKc9nhs06bmV1fnTpuaZ7Gk4YNWJibpwcSSl/bv33/06NHU22efffZPf/rTJ3vGdubMmRRFqaoKAH6/f2BgICsr67Y11OROoihKU1PT6SFOnTolSVJq7UsvvfTNb35zHJtnYmJiYmJiYmJiYmJiYmLyGSE7b87z//0Xz3xVOnfs9yff+eDCPlmRrmpICDBS1MixPvaYrzSf51dMa63OFfmRlpfuROT15tObWs8tyip6tHj6lIy8rLxvP/iVr6z5/O4LR988tEVoPMEaD1sPGpoALEjj1IRyvCV5rEOu8OiLS4g5WcYqRdcO9rQc7GmZmuF9omTWguKvTf/q38x/Zmvtnj+fe1v0XaFSbpLU89sEgFWV+Ysd3treYJmnf3GBWshHSfGdyKX9R+h8fcr6qiXrfn5UOHvy9GaqvZ6+kcjEkyofDrj3hCNHbP1z87Zhz3udC2e7hAf/n/pV7Z0n3qYbT3BjFHmnEHYjQX9fPLSb3b+8bP5z8uPreuPHlQ832YI9N7GbkAi7GNEpifEj4cjJVm1WkWN2GcmO3IulKZamXFZLTJAjghhKJHmWcXCshbnJ8cNJcduZuh1n66fnZ6+sLJzi+dhPuk8oOJaurs6trs4FAF3HnV3B1tb+1lZffUNPNKoSBOJ5mucZANA0XZJUUVQEUdZUXdMGxyEGIBAy1CGCJEgjPZ6OdaxrGgaMAQFCBCIGjUxYx8Ymg6MPoSGDEwAA1rEGGDQYFKgIRBCEYWkSBFkQZIAERREcx3AczVloAqFAIH7ocOOhw40IoaJC98yZhTNnFhYVuie+pczE5DPFxJKXdu3alXqdm5v7u9/97npt6Ra/RDiOmzp16oULF4y3DQ0Nprw08Tl48OA3vvGNCxcuKIoy3m25Bk0bfI7j/fffH5GP0eFw/PSnP12xYsV4tOtWUYcx3m25/aS6lpbpnoxTlq4nTtM0TdPStXfpPSzT9fsE0rp3adw1MHs3aTG/LScvadw7Y4qSxr1L165Bus+c0/jcTZ6ukbMXfXn2oi+Hvn7q6LuvntnZ0dN6zcULgZ7ojic2nbQiunBmjrZkxpVSBgAwxqkkPYqmHu5rO9zXNi0j+6GiaQuzCinL03NXPzZn+aGOpleOvTtwfDcrxIdpVwgYpDNYVNt6ki0D4jt2bXERWpyHrIPRvLpQf11ob4nd/UjhtOXZj5U+98SChw80nvh97eZQ00kOY2yE0FJ6DwLgCYW/0pfZNhDPdnTNKZRnZwiU0gK+ztag+1LZDNesld+rW9RxvHYrNJ7ghrX9GjhS45IR16F49Lilb27+iUWZZ0Jzy7hpj32tefHn285to2oPcrp2w/AdgXAGLerHxQuHmVNzi6qf1df/rBcuRD/aZO9pvolJhUDgoGU7DiRPR6Nn24SpBfa55bRtZPYnApDTwjotTFxSooLUG47RFOngWBvHEGPGFTWMazt7z7V3uy3sxjnVq6eWOSzpkHIzP8+Zn+dcuaJK13FTU8eV9kB/v9Da6gsE4wSBLBbaYqFdwKuqJkqKJKqiqGq6rmM8qBLpOkag60AgRJAkQQ4ObKxjXTPKN0Eqcd5g8SVDLsUABFwzijBoGIOOEehoyM+ECAQAiqorcTEWFxEClqU4luY4hmFIjPGVdv+Vdv/OXWcddktFhXfKlJxZMwsdjpHnXdf1yfOV8rFJTVHMmfOk48717te//vUvfvGLEUeORCK3/YPGAI1+oRgnpk6d2tDQYLz+0Y9+9I1vfOP6bf7t3/7tH//xH43Xe/fuXbt27Y2OtmHDhvfff994vWnTpslYMuezxssvv/ylL31p7G3Gxb304osvjlGl7L777nvjjTfuYnM+NqqqhkIhq9WaljlMk8lkIpHweDxpeX0NhUIA4HK5xrshtx9VVRsbG7Ozs9OyVkp6D0ujyI3H4xnvhtwRBgYGeJ5Py1opoijGYjGXy5WWZRs6OztFUaysrBzvhtwR/H6/xWJJy2Epy3IkEnE6nWlZWSoWi0mSlJaXOQDw+/0sy36CHOYTH0EQ2traiouLJ1QlmNtFIpFIJpPp+uRlIBCgKCotU6kbN3R2uz0tK0tN1mGJE22Nmy/tO1K7XxPio8z5dUywLqtlXklkTmGvhxjNCwQZjGVVZvEab5mNYgCAgmYxsenC/oZDOxhfx3UTNgw6gKBTcWRRZ2XjewtR3jU3+E6avS+rdK23zEoxQbW2p+WPze92n9/Hqan6Rtc1QtaJhJPvnF2YnOcGhgAAEpNOgcvSqFUzrlTqZ9vfU85/YFFkdIPQIQZAik5ECc43Mze22IvsTB6pbChtnkdebt4Np9/jZfEmN0QYIKnSiSI+73nygQU9rvZ4zdvWphO3VCwEA0gaGdEt0Ypcy7xSznnDq5Ks6nFZSkgqALbQtI1jOGqs6jW6ruu6TlEURRKz870rKwuneNPHNDM8zhCNie3twfb2QEdHqLsnMjxKrKm6KCuypEmiOlRDCbAOOsZosE7ToKSkY8C6boiRhtREABjaplHeaQiMYPSxhACGpKaRvgKCRCxLcxzFstRwaZAgUF6us7w8q6I8q6TETZIEAOi6HggE0jX8FQ6Hu7u7Kysr03LmbMYZPgEY45KSkuFJv0bQ19eXnZ19ez/0eiZQfAFj3NLSknr7yCOPjLrZrX+bZ2RkpF7HYrFP0zaTcaSwsDAcDo/vGSwpKbnRKoTQAw88MMFvrVVVNWqlpuX1lSRJhJDdbk/LOL7h5JvgA+yToaoqz/M2my0te5few9J4YCotTxwACIJgjMzxbsjth6ZpjLHdbk9Leclut5Mkma7DUhRFi8WSlsNSlmVN0+x2e1reJGOMaZpO42GZrvISSZLG/X9a9g4hRBBEWnYNACRJoigqLXtn3NClq7w0aYelffaC/z57/n979O+Onz3wxtnd3a3nmOHyDYF0JRxT9l1QP2icUpVvXzmrsYJMENc8YB7T5J39ze/7L6/wlmzMqyq0zrPY5937bPuyJ7a3njnw0Xa4dIQ16tYAACAgAKykyuOYVJuMn+2RCzJgWTFxTyaQCADiurqzv/kD/5X7csoeLJizZMGy6jnN877w+6ZddSd3sskYAQgQXCMyMYTOxOL2Qw3xGq53Wl5sqVdzoKA1GcGEv7HQrVbOWNH26BNnAgfEmm28mETXCVQIAGhC90Ayo7Yteq5nYIq3Z1n27/DUXcSUlfddfuLRlv592rEdvBC74W0RArBSCt8Tif2Q+q3Hm/Fs0QNf71024D+1g7940IL1sWKACIAjNZaMuy63Rpq7w0Vey8IyPmuUBzssJGlhaY8Nx0Q5Jkq+WJKlSDvHWNnRzUwIIYQQSZIY4Fz3wLnugVynfeWU4vuqS603S7I38RkeZ7Db7fl5WUuXAADE4mL7lcDlK/62ywOdnUGV1BmWBjsAgCxroqTIkipJCjJcSRgwxrqmG+nvEGGkyQOcKtSEMQIgEBrKkocxRoapCQ2VGUuBjQR7GtYMdSpVpQmBrg9mz0OAGIbiOJrjKIahAKC3L9bbFzt8pI3nmSlVOZWV2aUlHuMKnpbhLyOKkq4zZzPO8Mm4//77t23bdqO1d2eoTKD4QjAYTDm5aJquqKj4lAccLgma8tIkIjc3954hFixYkJOTs3Tp0pqamnFsksPhMF6sX7/+P/7jP4avslqtd0EH/pSoqmp8kaXl9RUANE3jeT4t4/iiKAJAWp44VVU5jrNYLGnZO0jrYSnLsjGvHe+G3BGMMZmWvSMIQlEUnufTUl7iOA5jnJYnDtJ6WFIUJUkSz/NpeZNspC5JyxMHABaLheO4dO2d0bW07J2u62n8bWlc49Kyd6kburSUlyb7sOSta9Y/s2bdU4GGulfO7Tlw9j09PHDVFoMBaCTHWy6HmzscNnvVihkDc3J63NeITArW9/e37e9vm5rhfbh4+pLsagtMnbP6q9OXbO9qefvoO4kT73LD5RmEgEMah5Jyr5h4MyjutuGlReTyPGSjAEDC2p7e5vf7Wu7JLHimbM7CaT+vruif8fzv2t778PR2cqCTMkQmPCxjHoVwhibYa9vitV2+qpzokmw1mwtaEkFI+vpyajueLinvXPOL0+qxSM0WazRIjFqWiUTYRQrO5o5YQ1+g0BOc730Llx/oqVw0p+OB9ZeSh+Wj22yRgRsahhCAhVS5cFT+VWLTHzKYp3I3fMH3l8/6L77DnXrXqik3EZkYQs9ikq6e9shb/aEcN7WgzFGch2DkXgSAy2rJsFqSkhIVxUBCDCVFG8c6OJa5zsyEMR5+N9cfS7x1qm7n+aZllcXrZ1SWed1jNGmCc6M4A8/z2V73woWVACBJamdXwKjV1NrqIwiC42gAwBjLkipKiigqsqxiAgAAY9B1XdMxYIwQIIQoGiFAhsikY90YMQQxeEYMl9NgTSYAAEAYMAKAQQVUxxh0Q2oayp6HABDIsirLajQKCCGGIRmGMoxNoqier+06X9sFAASBy8q81VPyK8qzy8u9ND2WTW1yIYqiMUVJy5mzGWf4ZGzdurW9vT1V1cVg3rx5dzM/3gSKLxjeTIOMjIxP7zkd/u+YrqMzzXjggQfujmvvE2O1WkfUXjIxMTExMTExMTExMTExMfksgwjP1Bn/Y+r0v3/4b/eeP7Lp9K7+uqOMPizcRyENEuGePUfUPWxhUS65sKJjBqfz1wS+68O++rAvh7dvKJiyPn+KzfqF0lnPF085dP8XXzmzr+ujrWxf22AQDwGAUZaJEFVBSu6NJve2ajOyiVWFRKkdAHSMTw50nhzonJrhfaJk1oLC/7v6i3839dE3rhzaVrtDaz3HXrWPDGlFJMJOkOzN7fH63mCuO7g4R5lijzJClBV8sYzWU48XevqX/7/HrfX+429Z/d0UAFxfbYNA2ElJjt6e+FZ/MCsjND9n9+yCj/oL55f7Vv/oAnk2fHSLdaDjhu4fBMCSGivHlNcTO//Ev/PQjFWPBv7i8b62D+hj223iaEkIh0MR2MMKGcGe6K5AyOPU55a4q4oNS82IT7GytJWlFU2PCWJUlKJJkaUpO8faOWbsaKSoqPvqWvfVtZZ53WunVayYUsLREyiyehthWaqiPLuiPHvD+pmqqre3+1ta+1ta+lvbfAghlqOdTsAYS5IqSYphbDLGg44x1rGmYazrhi5EEYYkaViaYFBRQobKCcgYgYNak1EuDANGV5doeNDChwAh45AIESBJqiSpsZgIABRFsCzNshTLUgC4qam/pWUAABiGKix0V5Rnl5d5KyqyeT4NVRkTk+Li4hFL7vKDzhPoSzBlEIExzUa3Ljv5/f7U63RNep5meL3e8W6CiYmJiYmJiYmJiYmJiYmJyccHUTbb/cs23L94TceVK6+e233kxLtEsOeqhkQAZkCUOq6o7Z2u7XbrvIr+OS6pzALDIl19ydgrTafebD2/Mrf84eJphdbV7rz71j53YfFDf2y/ePLgVvLChxZDuDL2oRF2kLINy8LFRPx8j1LgJpbkkwuzgCYAoD7s+9dzH+RZnQ8UVG8o/Kuqx/9y6podV86+dmlHvPagBfRUWH9QZCIAHJRsH+jL2hYIuZ2BeTnSHFeckuK2gX6Zaz1/f4Ettvx7x5e195x629rdSAOM4mRCAHZKtoV8mXtC4cP2wD05Bxdk1gTXzHQH1n//krMlcPJtW0f9WIF+mtAzIanuFA5u4z64b+qSZ6LPPtDbfxAd2WKPBW5iRiERdjGiMyrG94VCx1vFWQWZsyooYpT4J00SbhvvslmSkhIVJH8sEUwkbSzjsHAUcZPYY5sv+J++E68dPbu8qnjjzKoiT8bY209qKIooL/eWl3s3rJ8JAH5/rL6hp6XF19LaHwjEOY52Aug6lmVVFBVRlGVFIw2pSce6jlVdG1KUEEEiDAA6DCvyhMEoyIQxpAxnKDUmMQxmdQSEAWOsDY04NKQzEQipqq6qUiIxWIGGZSmOo1mWxhi3tvpaW33G9jk5zory7Orq3KrKHLs9Dc2gJibjwgSSl4wS6LquA4AoisFg0O3+5FZTTdPOnTuXemvKSyYmJiYmJiYmJiYmJiYmJiYmdxqSKiqv+G753wlzH/p94MoH5/bGzx/gZHEwdI4A00gFJSQcP205ztncHmlOfmyRC7nY1BEETXmvq2Fvd+NMV+5DRdMWeGfaXP9r2pLLFbO3+nv2HHtPrdnJR/3E0AGBRGAlVZ6IS31CfPOA9K4NLSwgV+QYx+xJRH7beHzz5dr7C6sfKnqw+N7HK+Z/MK/55ebd/ad2W8QEGiEyIQArqVgj/sx94dBh28CcHHGhR+TlXl72q1THhdV5rLT4H04tCl65uJ1tPsnh0ZxMgwcRgp4PI+FjNt/c3FOLPediK6fwsfXfvri0t//sNkvTSe76HVNQCLspQf9IPL2PPbqwcubnxAd/0R05hGu2WsP9NymARCBw0LJd8idqIuEz7dHZ+a6Z5TxjuX5LBMjKMlaWkVUtLkpRUYoKEkORNpZ2UtTYz7gLsrL3Ysveiy2Gmene6tLrk+ylH5mZ9hXLp6xYPgUA/P5YS6uvubmvtc3X1xfhOBqA1zVdlFRRUiRRURQNgMAYdKzrGta1VDExwz+HAAB0MHLfAR45kDBCaLAuEwypT8OMTRiDDhpcY2wCBKKkSJIKIAAChqFYhjK8Tb294d7e8KHDjQCQm5NRXuGtKM+urMj2eNKwxKmJyV1jAslLJElmZWX19/cbb48cOfLwww9fv9ktupfOnDkTjUZTu1RXV9+udpqYmJiYmJiYmJiYmJiYmJiYmIwFsqjqOnfxxr/8vtbve/38nuNn9qH2uquuHQJ0FpI4KND7+pwHbKgqNzTPQ8xyAzkY+NIxPh/sOR/sMexH6wqmcI7/kW//q0eLdq1+6s1zRyJHt3GpA6KrZZkEWZQSB6PJ/ZdhqpdYlU9OcQJAWBbeaD27rf3iypzyx0oWLZm7rrz65Iyn/7P5nbYTuyyxAJGyjqRC/Byh5iphz4lY9FSPb3p2cnGm4oJ+SzSAic66pZna/IUvXHjs6ebGnWTdYQvoRt2ckXCklqNGXMfj0VNd/XPz6hZl1ieXlLDi+i9feuaZzks72EuHLVi/YayPQDiDEfWzYstJpnZGecUL6rqfddGXIof/7OhpvkmuMwRgoxSrFvKcjIVOdXRPy2bnlGTa3VddMsNgKNJt411WPiZKUUEMxIWIINk51mHhKPImmaYMM9OfT9TeV122dkZFtuOzIldkZtozM+2LF5UDQDQmXLnsb23ztbT2t7f7eZUBAF3HoqgYP6qqwVD2POP3UKI8QztCeEiBHRxJCDAe9DQNczBBKsXeVbUJAwwZmzAAQjCUQw/JkioP5dAjSYJlKZalGYbs6Q339oUPH24CAIfDUlKcWV7ura7OKyxwEzfzrpmYmAxnAslLADB37tw9e/YYrzdv3jyqvHSL/PrXv069njZt2kQu52NiYmJiYmJiYmJiYmJiYmJikpaQdFVe/vfz/jKx4tlt7bVvH383du4AJ8avmpkYpAAOaQ0RVwOH33ElFuapy7KR9WrIzrAf/an1zOq8ykeKp2fzL7gsz6x65PDCNa9crrtSs5s6u49XZeNoQ2WZkGQn5WRTIlHfp+Q6ifuKyAVZgEBQB31R92QWPFU6e17VfxUXNk1/+j+7D58+toXrbqKHjnJVZGKQlomjGRfi0XM9wXJvdHmmkmfxc7EAhr6WOcfxgtmPXnz0mQu978GZ93lVImA0kYkltCwczzjVEj3Z5avKvrwy+z/kebn0jLXPtjz3XFvbHuL0HqsqjyEygYOW7Y3+/v9J/zq/MPfzxNoXe+5r95/cam06MYonaTgIwEKqHEQ9dYnIxd6eymw0vzDLmUWhUZxGCIHDwtpYWpBkQdMighQWRAtNOyyslb2JmhVJitvO1O04Wz89P3vdjIpF5YXEp64rP4lw2C2zZhXOmlUIAKKkdHYEOjqDHZ2BjvZAvy+i61hVdUlUZEWVJFVRVENk0jFgHeuA0bBMjYNjD6Mhj4Fha0KGrpTKoIcxHqrdNLgkNXR1w+9kpJFECBGIQAiDpiX1ZFI2FjIMabiadB3XRjtrL3QCnGZZqrQ0y6g7VVHhpT4DdjQTk0/JxJKX1q9fn5KX3njjjX/6p38qLy//BMdpaGh4/fXXU29Xr159e9pnYmJiYmJiYmJiYmJiYmJiYmLycUFWm+2F6Uuenzr/vO+/vdZw6Nzx3XTbeS5VhIZEOglJHBWIvQP6R3Z9cWFsWe7wjHlJVdnVUbe7s/6ezIKHi6fPcq+ycqtmLL5QNvONB/7ieM17+MQuPjxAwpDIRAF2kIqNUARfMv6nkPqeHS0vJFfkAEXoGJ8c6Dw50Dk1w/tw8fQlBS+VPNFXtOY/A2c/Ov421XSCwxgjBMOz3lFId1OJjPYr8ba+SH5meElWotwa4pJhQL0dVWe0mdOXNW98+Gz0gHxil02IjW73oQndA0lnS3ukoc9fkjmwIvs1edpusmrVmiuPPdI0sE8/sdMmxG9oFUIAVkrh+0OJH1J/dGVxTxWt/Vr/55/zn9/JX/xwLAuUsS9LaF4i7mpNhht7/SUevLDYkZFlpdlRt2co0mrh3FY+LsoRQeyPxEmSsBuVmcY0M+kYX+jqu9DV57ZaVk4p3TirymPjx9g+LeFYurIyp7Iyx3grSkpXV7CjI9DeHujrC3f3hFRVVxRNllXjR5JUHWPAWNcNZQhg0IqEASOj/hLGAARKlWmCodR6g+alYfWahhiWRk/D+tCylLFJlLAkqcZimiZZjmYZSlX1hobehoZeAKAosrQ0q6LcW1HuLS/P5ribpGQ0MflsMrHkpWefffY73/mOoigAoCjK888/f/jwYYa55umAmybHSyQSTz/9tCzLqSXPPffcnWityWcHY0wCwK5du0aUBPN6vT/5yU/Wr18/Hu26VdRhjHdbbj+prhHETezqkxHjlKXridM0TdO0dO1deg/LdP0+gbTuXRp3DczeTVrMb8vJSxr3zpiipHHv0rVrkO4z5zQ+d2ncNbjRsCRmZmb9cNljgbkb3u6/vOvkHunMB5ZUISUAzCAZ5ID2YZg83MwsKvAtLoQca2pvDeMTvo4Tvo5Su3tDftW9OVWs7V+yS688/MUd657ec+ZQvGYXf/nC1Tg4MVSWSYwIiR1h+cPLsKqUWOJFDAkAdaH+ulB/Lu+4P3/K+oL/q3jVP+TOezXQtOv0Nv3CAYuiwFX3iHE0wA5SsPd1ujb7YvmZ0eX5sTIuyghRELr78850lldXd6xae0Y7Gju+wxoZGD3qSCHdQwsZXV2RVweCRZ7Y0uy3tYoPiJJlC7o2rG+MH5SP77TGgjeMWA66kaJR+b87zeKqAAAgAElEQVQSu161ocfyVr/ge+GJ/ks72dr9Vk29SdiQJvQsJunqFqJvBoLlntC8QktGZgbFDXcaDaZfwxgB2DnGzjGiqkaTUjgphpMix1BOC8czNxEbAvHk1tOXtp+pm5bnvX9W5bzivFus93GnufvflhSJSoo9JcUeWGE0QPf7Y+0dgc7OQHtHoKMjoCi6qmqSrEiiKiuaomiGtwmw8dsQTFO2OEP6RIAA45GaEgwJTqlROyKNnjZkbEJDxiaEAMtYVrQYAACQJEpVbGps7G1q6gUAhFBOjrO8zFtWllVR4fW4xyH/YWqKYs6cJx13rncvvfTSz3/+8+E6CACEw+Hb/kFjgPAYRfTGgy996Usvv/xy6u3atWs3b97sdDpTS374wx9+5zvfMV7v3bt37dq1w3fv6up6/PHHT506lVqybNmyw4cP39lGm9xhli5dWlNTY7x+6aWXvvnNb97lBvzzP//ziy++eKO1q1at2rRp091sz8dFVdVQKGS1Wnk+DR+ZSSaTiUTC4/Gk5fU1FAoBgMvlGu+G3H5UVW1sbMzOzs7MzBzvttx+0ntYRiIRVVU9Hs94N+SOMDAwwPO81Wq9+aaTDVEUY7GYy+WiqIn1dNFtobOzUxTFysrK8W7IHcHv91sslrQclrIsRyIRp9M54nmy9CAWi0mSlJaXOQDw+/0sy9rt9vFuyO1HEIS2trbi4mKbLQ0rZyQSiWQymZWVNd4NuSMEAgGKooZHD9IG44bObrdzHDfebbn9pPewbG1tpSiquLj4hltglYCTsrL9yqnLJ/cyDcc5Tbt2PUYyMNzsrIFlpVKB4/oDOGh2uad4jbfUzVgIFKPxB6Dt7OmIHNvNnnmfl8RhegYGDKBgIqHTAmfVlhUSy3OBv5r7y0lz92WVrPGW8RQRVHbKwR0N74nHdvDJlBXp2kA+BhB0OpHlji8rik21JXUVMLAq5RItFa6BlZVnXC0DNW/Zxq6QpGOIqWzQkxFe6JVmOXkS5rv71uXWk2fjR9+2+btu7hdRdCKCOWWdc9mTwaWW3s4PqOPbbWLilm7EdAxxlQnlZoTnFXDZXivmOIoEAF3XdV2/ftqs6Tghy3FRUXWdIgkby9hY+hYz4GU7rMvKC5aV5dtulmTvTjPR4gyapgcCie6eSHd3qLsn0tMTkWVNUVRF0WRZUxRNUY1iTYCxrg8bgtfkyhus3oSHZ8sb0kZHclVtunYhQggRYEhOqaU0RTIMybAUy1CpskwOB1dc5C4vzywp9mRl2e6OcBgOh7u7uysrK9Ny5mzGGT4BGOPi4uIR2tJw+vr67kLBoAknL/X09EydOjUajaaWFBYW/uAHP3j++edpmgaAl1566dvf/raxari8lEgkfvnLX7700kvBYDC1L0mSR44cWbRo0V3sgcntZ9zlpddee+0LX/jCqKsoivrlL3/5xS9+8e626OOhqmogELDb7ekqL8VisaysrLSM4xtfaCM8c+mBqqp1dXW5ublpeSeZ3sMyHA6rqpquAdP+/n6r1ZqWIUVRFCORiMfjSUt5qaOjQxCEKVOmjHdD7gg+n4/n+bQclrIsh0Ihl8uVljfJ0WhUFEWv1zveDbkj+Hw+juMcjlECnZOdZDLZ0tJSUlKSlr2Lx+OJRCJdKxP7/X6KojIyMsa7Ibcf44bO6XSmpbyU3sOyubmZoqjS0tKbbon0nqTwVrRv34db9OO7LbIwIlqNVEw6pjpDK6aFyjLgulg2iYiFmYXr8itnZuQAVgi1Rhb/GA1dOfIOcXS7NR6+9q4EgwooqdMJisdLCol788F59UJME+SSrKIni2fmWux9wv5I6I/tH/TUbLMGesnU7iMiiaJOJZwZ4opSYZ4rpimSqjE6kSFYS2yxVVXHve29p7byVy6ONXoxQEKlgzZHcFGuNC+DZtAMe+D+gjpnU/D4Zlt3083nCSpGUZUTlzlnP5e8L7Mz8pF+ZKsjHrilwjnGp4c9ztDcAqY0h1M4K03h0eSl1PaSokRFOSkpgIBnaAfHcvQtzbFpkpxXnLtmWtn0vHGbIUzwOIOm6QMDsY7OYFdXsKMz2NkZlCRVUVVF1mRJkxRVUVSMAWPD2QQYIwAdY0DDCjGl/kKujlUMcAMN6Hq1aVBqQmAUbUqtIknCcDUxLMXQg6PLbueKizxlZVllZVnFRR5yzNyJn4ZQKNTZ2VldXZ2WM2czzvDJ+MpXvvLqq6/eaG0wGLwLQvKEk5cA4M0333zuuedGNMztdj/44INz5sypra195ZVXjIW//e1v8/Lympub9+3bt2/fvkQiMeJQ3/3ud//lX/7lLrXb5I4x7vLS1q1bn3jiCQB46KGHRvzRsiw78TUbU16avEzwad+nQVXVixcv5uXlpWXcLb2HpTntm6Skt7zU3t4uCEJ1dfV4N+SOYMpLkxRTXpqkJJPJpqamsrKytOxdesfxTXlpkpLew7KpqYkkyY9RVhwLsrgvNPDGiXf6Dm62xAIj7yY0IGxFNmrtzJbKTCBHCZZXODLXF1StzqukEQL1opDYJMRrTh7QD26yBbqvai1GWRsNkKCTCWTR5uQT64qJbEtqAwKhezILniqdXZ3h7Y3XBCJ/GDje8NEma3cTDUMh+xEBRRlTSc4uLCvTl3rjpBYTZdDAJVmLOWFF1YmyaMeFXdyFMSskYYCkRodpa+CeHGmRB3hyqiP0UEFd1hX/6a2WtvM3H/8aRhGFE++xT/ucuLaoO3lErdliD/Xd0uwXAyRVOuKwBxYUUuXZnMhaWZYdc+asanpMlKKipGk6TZF2jnVY2Fs0MxW4nfdWl66dVmHj7vYsaHLFGTRN9/mi7R2Bjg5/e0egvT0gSYosqbKiyrImSYqq6VeLNg1FkxHgVOWw4ecDp/43mG9vlMR6KakJDVs6mEVvmLMJIcSyFMtSDEOxLG0YmziWzi9wVZRnT63OKy/30vQtCZy3SDAY7OjomDZtWlrOnM04wycmGo1q1/pey8rKjPx4n115Ca61KH1inn766U2bNqVlaO+zxsSRlx5//PEtW7bc5U//9Jjy0uRlck37PhamvDR5Mad9kxRTXpq8mPLSJMWUlyYpprw0eTHlpUlKeg/Ljy0vpVAvRUJvnn7/xN4/EcNlIQMMyOJlMzdMqa0uUehRxIwMhludV/VQ0VQPZwW1TRXeTsb3nj8m7fuTtaeZGnYcAACMQcRkXOfUqTloQylRdM2Uo8KR+VDRtHvzyiNSvS/861DtuSObLY3HWbiByKRgIkFZhQWlxH35ohXFJDkpKnaZK6TQitJTM8nmxt306fesqjyWBiPqZBjxgZnZyaVZ2MkUWRL3F9ZXR7sv7WIufmTRtZvoNxggrjLxMkf+C7B+RqetLnn0TfvYOfqG7ytqVJi1Bubkopn5DmwHFdk5ZozsZxhDUpajgiQoKgLMs4yDYy03q8xkwNHUiikl62dUlmTevVR1kzrOMLbaJIqKqmpGPSZdN8YmRoPR70FvExrN0jSK0ASDy69Xm9CgzgSG4GQspGmSZWmWpViWpigCAAgCFRa4y8u95eXZ1VNyrVb2U/bdlJcmL3c5zuB2u40cmHdHXpqg8YVvfetbLpfra1/72hjZA8fmy1/+8q9+9au0jOuZmJiYmJiYmJiYmJiYmJiYmKQt1HRn1ourPxdZ+vDuMwff2vu62N10NYKHAIs+seu187mOuoIHKhtmTgvS11SMD8viliu1OzouLcoqerR4+pSMbzmsX1624d15y9+8dDK093WuvY6BoXA5QmBBGocSUuOVeF2vXJKJVpeQMwe1h5ao/2cXP9rUdvahwmnrC36Sv8qfMec3K+o/PLmNPH/AgjEQaNALZUTnaaRnaDF7zcV4TSueXWRZW6hnO+OS3CLK7a1z8/DCRatrn3+srvMDOL7TJsRHj9pxhJYDMXdtInyu1z8lu2t55q+Fe7zs9HVPtzz3zOXW3eTYAhUCsFOyrcMf+wH9h6x8z+fo9f/cvarDf+zPtrZzN9FoEYCFVDk14j4Rj5zq8s/IwQsKNc1OqgRH0Qw1ihkFIbCyjJVlFE2LCVJUkBKizNKUnWNtHDO2mUlU1L0XW/ZebCnzutdOq1hZXTK2X8qEJInc3Izc3IzFi8oBQNdxf38kpTZ1dARi8aSmgqJokqRIsqprGGNdx0jXMRq0LBmq0zCtCYE+3Ks0LI3esE2vSlEYMGCMdNDgqrFJ17GsaPH4YCMZhmJZShDkK+2B/QfqASAz025Ymiorsj2eNHxuzOQzy8T9zvrrv/7rhQsXfvWrXz169OjH2jErK+unP/3pCy+8cIcaZmJiYmJiYmJiYmJiYmJiYmJicmdBTs7x/NJHnl284fi5mlcOvtHecPwaT4wUVVo31XHbGpeuK/EtXdRCJoevVXXtSP/lI/2XDQfSytznrJbHF6zeP3PRmw3nOva/STed4IycRggAIeCQxqGk1NmV+P2AmO9GK0uIBVmGONKXjP228fhbl8+vyat6pPhbZcu/kTX9t0ue33luJ5x816opQ+H4IZGJRLoTEvbahsS5K0J1nn1tibPUIdnVflHe3jPt0OVZC+fVP7axNnRIO7rVHr1BhSSG0L1Ewt1yJdLQ5y/xBJdn/1GasZup2rCx5enH2no/gOM7rUL8hsnHEICVVPhgUPg5tel3HstzBRv+z54F3cGz2yzNJy1j53JCACyheSGeUXs5cr5vYIYXLy4UCTsrUAiQnWNH1YxoknTbeJeNT0pyOCn6Y4lgImljGYeFG1WXGk6bL/ifvhOvHz27rKr4gVlTCtzOsbc3MSAINFxtUlWtvv5yMCT398cMtSmZlGVZNX5EUTW0Jh1jQyQy1CUMGMEwVemabHp4eKmz4WpTalOM8dWaTwghBJquq6omCLKxhGFIlqUFQfb5oocONwKA02mpKM82jE1Fhe4xvHEmJhOfiSsvAcCsWbOOHDly6NChH//4x++8846qqmNvX1xc/JWvfOVrX/taWuYxMDExMTExMTExMTExMTExMTH5jEEQ7JJ5q5bMXd574ex/HXrjxPmDBOhXV2ui1rqzFe2+snhVLqy77ySZ0LA+fH/DgfRK86mNBVMeLFpjd2+cu/Ji5bw/dtaf2L+Zqj1oMTY3nB0s0lkkKP09iU1+8UCGfl8FOT8TCAQAEVnccqV2Z8elZdklT5R8IbfwKcff7Z3/zOa6d4Wj26xiAo0QmQjAdkKwNbUm6rvEYi+1utQzw4WtkJSVQ7HpNR3TZxdfXvPTs/qZ6JG3bf7O0bPJUUj30ElXtxD/o8+f44oszN4kTdtJVy1f0L1xQ33ysFxzY4HK6BRPqrwQkX4X3/WyAx4vWPVl3zOfG6jbzl66hTx7DKFlQdxVl4hc6Buozo4syeN5VzwJgIFjaJocxX2FYNDMJClqTJLiohwVJMPMNHaSPQBIyophZpqSm/Xg7CkLywpIMy3Tx4EgkNdrLy8frA0xwtvU2RlMJKSrapOkYN0o2qRjnMqPd1V5RAAYXeNjGq483djYBEjHRiUco1aTpumipBq7UhTBsnQ8Lvr98dNnrgAAx9ElJZmGsamkOMtIrGdiMomY0PKSwYoVK1asWBGPx48ePXr48OH6+vpgMBgIBGKxWGZmpsfj8Xq9ixYtWrNmTVVV1Xg31iTN6e7ufuutt4Yv8Xq9y5cvJ8nbWazPxMTExMTExMTExMTExMTEZDiIyp214J9mLpAb6v9weNO7Z3brmnJ1Lda0y/u68L4/zl3k9Ty8rsaqRBVx+O4hKflG69nNl2uXZZc8UTqr2PW/pi5sLZ7+p/4vHDy4FZ18l1dlgCGRiQacQUmq35fYFBb22PHKUnJpLjAEACi6drC39aO+tqm8+9HSexdO/6KnePeMx//Q8n7g0GY+FiSvJhbDgwe0kZK1q1N4uV/I9iiryqzzM4FFqlU/r5Q3XKoqdPSs+v5xa0ugZrOtq3H0+jQEYAcl2f19yZ3BwEFneF7W+wuKDvgKFlT2r/9JA3UmVLPVNtAxVrkjltBYHFc2Jw++Zdm7YfqSp4JPPdPb/i51eo9t7EJQAEAh7KGSGc1XovV9gVJPYFm+zZuJIyAqQCBkZUcvhMPSFEtTbisfF+Wo8PHMTI29A429Axk8t6q6bN2MCq/DzKX2SRjhbbo+k148IcmSKkmqJCuKomEdY4yxDhgwHjQ1YTRUtGnwbwOukZ9Sn3VDtSkl9iIgENI0XVa0RAIBACIQy1AsS4XDyfr6HoQQy1IFBe6K8uzyMm9lZbbFkoY1lkxuL7FY7ODBg6J4zbf9Jy429MkwipuZmExoli5dWlNTY7x+6aWXvvnNb97lBvzmN7/527/92xut/frXv/6DH/zgbrbn46KqaigUslqtxuMbaUYymUwkEh6PJy1rrRm1+O5CIb67j6qq9fX1ubm5aVm5Mb2HZSQSUVXV4/GMd0PuCAMDAxaL5a6V3LybiKIYi8VcLheVjvncOzs7BUFI1yeN/H4/x3FpOSxlWY5EIk6nMy0LFEejUVmW0/IyBwB+v59hmLRMGpFMJltbW0tKSux2+3i35fYTj8cFQcjKyhrvhtwRAoEARVFOZxpmlDJu6Ox2O8fdpGzMZCS9h2VzczNFUaWlpXfi4N197x3d+ubZbUkhcb06gnKm2QsfWXs+z9qRjIy6e5Xdc3/+lIWZhaQeUOXNUf97R3bqR7fxI4+GQQOU1KmkxaYtLSZW5gJPAwDGWFVVkiQrHJkb86qWZhVHlJpY9LXOjzoObrIFesjU7iPCjqJOJzMc4rIyclk20AQAIB0yNZsl2bOy/Gi2r+fEFlvzKW7saGVSY8KczT/HKyz2EBY02+V7JK/e1hQ5/rats+HmkwoVo4jCicudM54WlmR0x/frJ3bYxMQt3bvpGEVVJpjrii7JtZRk2xIWrGBN03mGoUYzM13tuKrGBCkhKxgDR5EOC8sz9K1kRSMQmlOYc191yYx879iVnG6RNI4z6LoeCARuMfyFMfb5Yp1doc7OQGdXqKsrnEiKiqzJkibJiqIYWfQwxjDMDYjxkHaEMUaA4NZOiKE2pTZGQ2n0EIEINLicoSmGpRiaZFmaogiEUEF+RkmJp7Q0q6Lca7OxoVCoq6trypQpaTlzNuMMn4xVq1adPn36RmsDgYDb7b7tHzqCiSUvbd++PSWv0TT92GOPjW97TCYI4y4v/eu//ut3v/vdG63dsGHDq6++ejfb83HRNC0YDNpsNovFMt5tuf0IghCPxzMzM9MyWW04HAaAjIyM8W7I7UdV1YaGhpycnLSMu6X3sIxGo6qq3oU5yrgwMDCQrmK8JEnRaNTtdqel47azs1MUxcrKyvFuyB3B7/fzPJ+Ww1JRlHA4nJGRQdNjPW48SYnH46IopuVlDtJa9RQEwZCX0rJ3xhMw6RrHDwaDFEWlpepp3NA5HA6WHd3YMalJ72HZ2tpKUVRxcfGd+4hw/MiZdzedeDsRC16vbSBnMV/1yL3dU/LPRHv1UfaGLJZflVVyb2aJjZJIvEeK7TrxnvjRZj4aunbGiEEHEHQqRlm1BfloVQF20oa8ZDxRl8nw67PL780qEfWmpPha1+GWI5t5XweV2n1E8FHGZNJiSywuJVbkAE8BAIGIItLhEKNlnoNV0uXzOywXP7To+lj3U5JORUnePyM7tiwT26kSa/SRwvrS/r4zWy3Np25SXQkAdIxiKpOY5ah4Tllb2iV+pNZsscWCt/Qklo4hprJBjzOyMIepznaIvBrXEYFIhDiaGuM2UNNxXJbjoqzqOokIG0vb2JvoUikybZYVFYXLyvLt3Kf6KkjjOAPG2O/3f7LwF8Z4YCDe1R3u6Ql390S6u8OJpKwomiJrgqhoqqbrgAf/M5x5w0owYYTR0FsMN9WcRlGbCGQIToaCSJCIZSiGoRiGomkCIeRy8dlenufVJYtn5Oen4c24GWf4BGCMq6qqotHojTbo6+vLzs6+vR96PRNIXpIkied5XR+83j322GNbt24d3yaZfEqi0Wh9fX0sFpNlmef5srKyoqKiT3CccZeXtmzZ8uSTTwJAfn7+0qVLh6+yWCzf/e53J3g8S1XVQCBgt9vTMjKVTCZjsVhWVlZa2kSCwSAApOX1VVXVixcv5uXleb3e8W7L7Se9h2U4HFZVNV0Dpv39/VarNS1DiqIoRiIRj8eTlu6l9vZ2QRCqq6vHuyF3BJ/Px/N8Wg5LWZZDoZDL5UrLZzCj0agoiml5mQMAn8/HcVxaxvGTyWRTU1NZWVla9i4ejycSibsQaBgX/H4/RVFpGTA1buicTme6upfSeFg2NTWRJFleXn6nPygcO3tox78f/VNfoHvkg0QYkNXLzXt6hbp4wT5/S1yRrt/dQtIrc8sfLp5WyLOquCcSfP3M/uC+N/hgD3ntoQBjEDEZA16dk6+vzqdyrMNveXiKWZ1X8WTpLAr6+yL/1XW45uhbXEc9ndp9hM6kYiJBW4X5JcSaApTBAgCB0FRHdo4KPLGrCmob32HOvM8r0lh3VQom48AHpuZElmWqbjqHTz6Y1zQr2X5xB3vpkEVTbxLpxwBxlYkV2PJfQOtmd7GnxSNv2YI9t/TgCwZIqHTQ5gzP96K5OS7VQQmErOq6jm0cO2plptSOoqJEBSkhyoDAQtMOC8szzK08nUiT5PzS/HUzKmYW5NxKI68njeMMuq4PDAzclvAXxrivbzCTXk9v+PLlgXAoKSuqJGmSJKuqjjHWdTwoN6US6H18hktNxvk3KjYZUpMBwxiWJoQQ5nlLRgZfUZ5dXu4tL88uLHATRDo81WrGGT4Ze/bsefnll1N6ikHKwBMMBu+CT3ECxRf6+vqG/1s8/fTT49iYNEaSpPPnz58+ffrSpUuKcjVN7/Tp0//+7//+tnyEz+f7zW9+8/bbb9fW1o7QL71e7wMPPPDVr3514cKFt+Wz7g6pB08WLlz45ptvjm9jTExMTExMTExMTExMTExMTFJk2Oc+/MLv1jx5+cj7Pz3yWktP89VwHwKc9AmH/v+97Gsfrn1ygWf9uveDlzsT4eG7C5ryXlfD3u7Gma7ch4ruWZD30JqnP5q/7ven9/YefItLmZAQAEJgQZoFYuK55viZDrk6BzaWEUWDMdOkKu/qqHuvq3FZdsmTpd9a8ohatPK3/Wc+OPY21XSCA4wHw+dDkXgK6U41Zjt2KXGsNTm7mFhfpHstlyJ9lwCmZjzgcPwf9qfeffaxj7o+gOO7bEJsdLWGRpoLYo76RLyuO1KeE16e9bvkHBc7dcNTrc8+09K6mzq71yqLN4y/IwA7Jdv6gokfUq9m5Lo/x6z7/7qdF4M1m+xjF3My9rVRilX0Z34YDtX0Bhbk6PNzPNhhE9mEJOuaTpGknWOuNzMhAAtNW2hatelxUY4IYn8kThKEnWPsFpYeM9mAomk1LR01LR35Lse6GZVrppVx6egCH3cQuqZuEwCEI8mO9kBHZ6CjI9DQ1BMJCbKiipIqCYqm6zrGWDcy52GM0VWDE7r293VcX7QJD9mjjGJPCCFV1QRRQQAYY4aVQ6FkT0/42PFWmiZ5nqmoyK4ozy4uzrTbOKuV5XmGptMwX4XJqGzcuHHjxo0jFrrd7rtZfmkCyUsjul1WVjZeLUkzVFVtbGw8PYwR9b4MNm7c+OnlJV3Xf/zjH7/44ouJRGLUDXw+38svv/zyyy8/8cQT//7v/56bm/spP9HExMTExMTExMTExMTExMTEhOdK1z3yi1UP+E4e+fnRP51tOn6NyCRHpZo/HCbfODbrwalPPfm5g2LXOX/PcMuFjvH5YM/5YE+RzfVQ0bRVOX9Y/cy5hff/rvZQ04E/c50N9NChAAA4QuNQUmq6EqvvU0o8sLGCnDJY+UzRtYO9rR/1tS3ILHy05EsL1309b/4fBup3nHxbrz1oAR1GiEwk6A5I2s43JM9eTlbn4/WlRLGtPuyrD/sKrXM2FjyV+fihJx/YOfBh8th2W2Rg9EgmiXQnStovX85o6Y0XZkWW5PxZnr6DqrxvXccjjzb49+ExBCqjUzyp8rGw+Cvyzd+5Lc8UrH6xd2lL8MwWa2f9TTLRDe6rhTxHouGT3b55ef4FXpfF4ZKtSVEJxpMIIRvHMtQoEX+KIDJ4LoNnE5IaFcWwIIUF0ULTdgtrvZmZqTsUffnQ6T8fr723unTDjMoCdxpWnptQZDj5jFn8rFmFxtvhalNjU284lJRkVRBkSVJ1XccY6bqhp2I8aEq65mgIRrc7DVebAAAwwgjrgEEDAEAIdEGWRMU4GkkQJEm0tvk+IC6RJEGQiCAIgkA0TVmtjM3K2myc02Gx2y1WK8PzLM8zPM9mOHmn02LhGZuVo6g0TLhicpeZQPLSCINYujqj7zJPPPHEO++8c3cUy2Qy+cwzz7zzzju3svGWLVuOHTu2c+fOefPm3emGmZiYmJiYmJiYmJiYmJiYmHwWoCnv0nv/ddGK+LnTvzq66aMLBwgYljZJE9Wzb184s+17U1eXfO8v/uoiI7zX3ZBQrokadcRDv6o78nLTydV5FU+U/GT5wx1zVr3cfObk/jfpphMcHvJVYAQs0lkiKXeK8V8PyCUevLqcnOEChABAx/j4QMfxgY4yu+eR4g3LlvxN9vQ/L/78ptrtwqk9vCJdLTxjZL0hANsI0drUmqjvEouz1NVl5Ex3ZyL8X42nnIxrTe6/THvKl7nuVfF0d80We0/L6H4dArCDFOw9nY43+5M5mfEl+Xv1yvdR8fIF3evXN4pHxDEEKgOO1Dg1Jr+e3PNHO/lIzrpv+pb0B89tszSfvHkxJ47UcrSo63gifKLbPzM7tDTH4XS6JRvWICqIoaTGUpTDwhKjqEbIytJWllY0PSaIUVESIgpBIBvLOCzcqLpUCkFW9tQ27altKvO6106ruLe6dOztTW4Xw9UmXccDA7H2Dn9HR6C9PdDS2h+LiZKkipKkyJqug4YxYIyMwa4DRrUk8O4AACAASURBVFcdTXDrUhMAxqAPe68aotPgMYb9Qqn/hjIyIUQQiCQQQSCSJAiCoCiCIBBFUbyVtvKs1cY6bBabnXO7eKuV43nG6eSdTouVZy08Y7dx5K1VCDP5DDKB5KXs7Gye55PJpPHWKDRn8ilpaGi4O9qSqqpPPPHEe++9d/0qu91ut9t7enpGLO/p6Vm/fv2hQ4emTp16F1poYmJiYmJiYmJiYmJiYmJi8lmAJGz3LPj2vHv+oaHxD0c2vXN6N2hXyyMA0tSGvS11e79buiTvW3/1N+2Z5O7Oun4hPvwIqUx39+VVPFr8P+euClbc80pn3UcHNpPnDROScSgAltAZQlS7euN/8Is5GXhVBTk/E4bqwbTFAj+7+NEbrfaHiuaunfVMTuXeuc+/XL8zWLPdIsaJwUMMiUwIwEZKtq6u5Ms+MdcjrywjF2RFZHFL+4WdBHlf3t8v34DvX/66Unfx2Ba+6cTo1cgQYBspWQe67dsGnAczkkuKTs2rOOQrnlXW//CPLvGXgsduLFAZMISWCQl1h/DeVou+Zuq9Xww+/Vx//U7u4ocWrN+kzg1LaNkQc9UmIud6B6Z421bkOO0uF2kjdSIpywPRBELIzjEWZpQG0CThtvEumyUpKVFBMn5Ymvrf7N13fFTXmTfwc8vcNlW9ooYQXWB676bbmGLcsb0uJNnNbux3Eyex49jZOHacZOPNptg4LnHDdDCmmioBQhJNSEJICKFeRtPn9vr+MUIaBAg5pojZ8/34Y+vO3Ht1RlyjmfO7z3OsFHnNJnvhapyeNc6idUVnZw7KunfYgHibuedxQjcRiiIJCbaEBNu4sR29uDprm+rq3JWVLV4fJ0mKKKqSrBi6oRk6YiCX2+d15UXXy5mux+j2Zee/DHC9MyHhX14dR10ri8IwDDehpquCKIedjo622O0MQxOMmQgFUTYrHRlrQUG914fiJRRFc3Nzjx8/Htqsq6u755577uyQoN575ZVXumVLSUlJL7zwwpNPPhla0FgUxQMHDvzud787dOhQ5z5ut3vFihVFRUVmc8evvebm5qt794U/4vF4ampquu0QExNjt9/CKuDOFaSOHj167733hj8VHx//i1/8IlLXEocgCIIgCIIgCIIg6C6FoMTgwasHv/7s3Ge+OLJh8/HNqsh1zfyiQKsraPhLwS+ThsU9/fRT9OiMr+vPnWhvDC+XUHRtb2PlN41VudFJi9P+Zdz41enD1rbV7Dy8BRTtpFWl42wIACZEd+CS1u7k1nn5PVZjahY2OQmYOioe2oTgB5WFX1Sfmp0y4IGMj5L/9ezwFe9d2Fl/dIs54EIBAAgCLq84AwAADCozbS3iunbxG4c4KQubmqjgYG9j5d5GMNixeMHIJ+4duX1y5bFT28izh6hrRj4IADQq0wGndZfHkmcVJmQ1TUz/XVVqks254pXymS3txZvNVcXXDqhCcESPwQXtkHj0G/Lg2JyxT7APrWy5tAs/scuiKTeYQCdQPQ7loqpr/edbXRlxtdMTmLjoWMyaQFpkVQuKko8XKJPJSpM42r0oBAGImSTMJCGpalCQgqLsCnIejrdSpO1GKzP5eXHrqXNfna64Jz153vABI9KSrlUsBd1y4bVNhmG0u4KhtOlSrau6ujUQEERRFQVF1VTNAIZudC7VBADoWIPpOms1fUdXJFI3iqNukEUBgKAd7fgwFEFRFMNQDENCbffMDGmxkjY747BRNhsTFWU2m0kzQ5jNlNlMhtaIuvkv7/+er7/++t1335UkKfxBlmWvt/+tgBg3rO28jf7rv/7r1VdfDX39/e9//69//eudHU8EGDJkSEVFRecmSZK5ubmjR48eM2bM8ePH//73v3c+NX/+/F27dv1z3+XUqVPjxo3TtM6STDB8+PBdu3alpKR029MwjNdff/31118Pf/BnP/vZb37zm9DX06ZNy8/P/7YDeOedd/7jP/7j2w+8t954441XXnnles/OnTv3008/vXXf/bvTNM3j8VgsFpqm7/RYbj5BEFiWjY2N7flGnrtUqI7T4XDc6YHcfKqqnj9/PjExMTY29k6P5eaL7MsyEAioqhodHX2nB3JLtLe3m81mhmHu9EBuPkmSAoFAdHQ01uMn0rtUQ0ODKIoDBgy40wO5JVwuF8MwEXlZKori8/kcDocpEpekZllWFMWI/DUHAHC5XBRFdWtvHhkEQbh48WJGRkZEvjqe5zmOi4uLu9MDuSU8Hg+O4zab7U4P5OYLfaCz2WwkeYM1YO5GkX1ZXrx4Ecfx9PT0Oz2QEMMX2F+yZ9PxTVLA0z3SMAzEkWGbsmJx6qSR+9yXCtyNqqFffYoMs2N+Qva4KCuqb2PdO4/vAse2mEW++6ce3UB4HWdpizoxHZmWiNBX3N2OAmRcdMr8xOxoopUVP23Krz66gXY2Xt6nqwyjg2JgotkcGJeFTksCdMdb2VTaNjM+ur/1qN58uGwHWrzLrPYY+cgGxmMMNyZdn5HIUYgFc92fUjHE13h2B1Pai5ok3QBBlWAHWEc8Jd+bVt+8DyvcZhG5XrUL0wwkoJCupKjgpAQyIy5KMJMabgBDkNWgKAMEsZAmxoRf78OjYQBWkllJljUNAEBgmIUkzKSpN7lRFENN6Z86fUCaleqayo/geQbDMFwuV9+f/goExaZGX3OLv6HBe7HG5Q8IkqhKsqqqmqEbumEYBnJF2ARuSdR0i3SNtPOavpxHoSjS8Q+CohiC4yhNmRiGoBkTQ+EWiykuzmG1klFRZpoy0YyJoQmKNlnM5N1eEXWL5hkMwxgwYEAwGLzeDq2trbdh+aG+FS81NzdnZmaGmrlFR0dfuHAhUmevbpvc3FxN00ZfNmbMGIrquDUjPMwD3y1emjVr1sGDBzs3k5OTy8rKoqKirrf/D37wg7/97W+dmwRBVFdX9+vXD/TVeGnNmjWrV6++3rMvvPDCr371q1v33b87VVW9Xm+kTpiGPo3ExMSgV93yEwG8Xi8AoIf/m+5eqqpWVFQkJSVF5LxbZF+Wfr9fVdWYmJg7PZBbor29nabpiJxSFEUxGAxGRUXheB8qXr9ZGhoaBEHIycm50wO5JSJ4Hl+WZb/fb7fbCSIC714MBAKyLEfkrzkAgMvlIggiIufxeZ4PxUtWq/VOj+XmY1lWEIRIncd3u904jt/SthZ3SugDndVq7fw4H0ki+7K8cOECjuOZmZl3eiBXCHKFJ/Z+dGyt19V89V1HCBNvnvzg3HH3zT/sqd3dXMWq11hwIY40z07MGkMQcZYCmdtxdLuQt5Hhg9eIrHgdY3GzNi4VmZ2G2LrfTZJjjVmQMnBoFOYMfuosOnpsHdVYGbbPFYvOANVABYLmRmWAOV2nchD0vKSUofYS4N5VsUsu2GYW2J6moVUD5QDFj0gHs1LkWAIHvjlxZWPUuqrdppO7bxBQAQAMADjVFEi0DfoX5d5hjb79+rHNViHYq5u3NAMJqKQ71sGOi8eHJESLFlo1AQAUTWdFSVA0yoRZKaKH4iRZ1YKSxIqybgAUAWaSsFFkb1ZawlBkVFrSrMGZgxNjEQSJ4HkGXdfdbvddN/3l8XANjd7WVr/Xy7e7gk5noN0V5IKyJKmKqum6YYSHrperiPrQhP53g3T+F+mqjkIQgGKhuqjQGlEYReEWM2mz03YbbbWSNhtttVFRDrPFTNKMycyQFG2yWam+eY/vrZtnmD17dlFR0fWedbvdtyFb6VvxEgDgpZdeevvtt0NfP/300x9++OGdHc/dTtf1601u3qx46cSJE2PHjg1/ZOvWrUuWLOnhkGAwOGzYsPr6+s5HXnzxxT/84Q+gr8ZLW7ZsWbZsGQBg8uTJr732WvhTDMNMmDChj88gq6rqdrutVuvd9fu1l3ieDwaDcXFxffxP4Z/j8XgAABEZtKuqWlZWlpycHOqfGWEi+7L0+XyqqkbqhGlbW5vZbI7IeXxRFP1+f0xMTETGS3V1dYIgRGqvWqfTyTBMRF6Wsix7vd6oqKhIjZdEUYzIX3MAAKfTSVFUpMZLVVVVWVlZEfnqWJblOO423Md6R7hcLhzHI/J+/NAHOrvdHqnxUgRfllVVVRiG9e/f/04P5Bo4saxw7//mf9bQVNX9zaEBEMJGTVw5fdFjj58RnBsulTRx/qvPgOvG7JSch7IH20G+t/2zgh3e/E2034VdeSoAABB0nEVoZUQKNi8dieteVpLE2Bb1Gzw1Mb49+FnrqV1Fm5CqIsoI6xUWPnOpA0RAKW54Ogg7lQnFJif0m5nYgvg2XdrrydtkDrh7Cl00A+EMUhiYAu7NABkWWQlMjTk3xVTZuA89vs0i8jf+EMdreMBmSV2FzBvfqBxRjm+1BFy9eo+tA8CqhNvh8E9MxIbEx8hWs0qGXiMvywFB0g2j55WWNN1gJcnPi6qmAwBCKzNZKKI3xUwpUbYZg7NGJ8WYSVNEzjPout7e3h5h01/BoOhyBdvaA6dP11RVNooS4vcJnCBJgqrqmmEYhn431TZ9dx35WmcWhSAoEiqKQlEMMeEYYyatVtJqpq02KiqKsdsYu512OMwOO9O5RpTDfluvkFs3z8BxXGFhoa5fUWy6dOnSUH88j8dzG4LkPhcvCYIwc+bMwsLC0OZPf/rTN954IyKn5+64mxUvvfjii3/84x87N3Nzc0tKSm541B//+McXX3yxczMhIaG5uRlF0c8//7yxsfHbjmH27Nljxoz5tkf1Xme8tHTp0s2bN9+6b3SLwHjp7gXjpbtUZF+WMF66S8F46e4F46W7FIyX7lIwXrp7wXjpLhXZl2VfjpdCVLW++Mifjq0tryzsXlpkAASliXsWj1rxzOoalN1Ue/a8zxm+g6IoGIYRuGlKQsbyjCGpprM+70en9jUfXE+1N1wdWQFJx4I6peQmo/MykaTusxN2gpqdnLMgNdMvbm0v33R6i1JyiAZ6x7HgypDJAEAwSGFYP21eVuepUAQZHZM6M8lnlbc2H27KW2dub8R6mPTUAWBVkk+LNeb0x4dFaboywl41zVwSzFOObrYGPTeuCpJ0zGdiYh8m597bxJTwBRstroZe9fsNVUG5zTb/2AT9noRo3WpTGMQAAABF04OCyMkKbcKtNEle5627AYCoKAFB4kQZAICiiIUkbDTVm2ImHAETslKWjM3NiI20AqaIjJc6eTye+vr6IUOGdHvnrChaY6OnucXb1Oxva/W7PWwgwPsDAsdKoqjIiqqquq4bhmGAvhYD3BaXG/QhXXEUiqAoShA4ReC02WSx0DYLZbcz8fG2uDirw8HExlhiY60xMZabVQt1m+cZoqOjQ0WKtyde6nPzCzRNb9++/f777z9+/DgA4K233jpy5Mg777wzevToOz006Nq2bdsWvvn888/35qhVq1b9/Oc/F0UxtNnW1lZYWDhx4sTHHnvs5g8RgiAIgiAIgiAIgiAIuhKOp02c8ftxU12lJ//n6LoTJQdN4PJN8AgwDEE6taHg5OYTg2YP+uHqH4iDyO115XktNXpYXy5V1w61XDzUcnGwI35Z+q9nrmwbO//D0iNVB768otMdAgCFaiTKKeUX2bNN0uAEMCcLzexqQ+qXxc21Z7fXl09OyF468pPk3LzRj39Wsc1fvMsc6s+HICBU0GQAgADAIBJdXi2W1YuDkuRZ2WiWVTeMYldDsQtkWVfOn4k8OnuHs/D8kXVMQ6WpW5+9EBQAGy5Zm5u4j5zB2ChtZv+ycUPLuSEDx1y6d8ZJ7UTgyHqru7mniVMS1RK0oPIZv+7TaPOSlEWvN0fXuAs2WJsqb3DfDAKABVfMkls47Pcea3aPTnSPjYtC7Q7ZbMLQaAsTZQBelr2coGq6hSKtFIldufYMAgBtMtEmk2rWg6IUEKWAIAUEqTfFTKKiHqqsO3KxKSs+es6Q7OmDMnsTSkF9lsmEZWbGZWb21GLUMAyelzlO8vp4lzvodXNOV9Dj4TzuYCAosJzMcZIsyYqiq6qmh3IoA1yZ6t6tOl5CV0WkoWkAAE2SlCAAwN19/87qKAxFzRYiPs42cGByZnrMyJHpaWkxGBaB9xB/R30rXhJFURAEHMc3b9786quvfvDBB4ZhHDlyZMyYMSNHjly4cOGoUaMyMzMdDofdbu/9LeEmkyki7/fsC0pLS2tqasIfWbFiRW8OjImJmT179o4dOzof2bp168SJE2/y+CAIgiAIgiAIgiAIgqDrw7DYkeP+a8QYf9X5d4+uO1y8E9eUrmcRTancW/rLvT/MmpixfPXqR6aM2l5f/k1TlaIo4Sep8Dnf8B3IsEYv7PfC7EXaiBkfV588cWADUVlIdp0KAALRo3BerapjK1rF9GhjVn9sWBS4nIUounao5eLhlprc6KRF/f54739WDX/o4ws7Wgu2MiLXUXwAQFfIRCMyXVknVjRLGTHCjJzQqWqC7r9WAAcxY37u4mWTDgbOnirYRFYWUYZ+jblyBAALppi9TnGDx7/byk/OKJuWfs6fmdq/YeEfzpLl7UfWWZov9BQXmRAtFuG0r4RNW+zorOR5L7qmeV0nN5urirq3Abz6WzOYyui+6OOsp7DFmxvvnRxvIx3RkhkFqJkkzCSh6UZQlJp9fgLHbRRJE92ro3AMjTLTDoYO9dYTFFUKch6Ot5CElabIHnOjGqdnjbPo84Iz0wdlLhwxMMEG504jFoIgZjNpNpPx8baBILGHPQ3DYFmJ52WWFV3uoNfL+3ys28N5vbzfzwcDIstJgihLkqKpuq4bobqozuQmUuIoAxhA1TS/X/D7heoLbaFufJgJi4+zjRqV9sCSMZkZkdnQ5Z/Qt5rjvf322y+99NJNP+3ixYu3b99+0097t7spzfHeeeedF154oXNzwIABVVVVvTz2zTff/PnPf965OWrUqJMnT37bAdwe69evf+ihhwAAJpPJbDbfcP/o6Ohf/vKXvUzabgNVVT0ej8ViicjqYJ7nWZaNjY2NyC5kkd0c79y5c0lJSRG5im9kX5aR3RwvgruQiaIYCASio6MjsjleQ0ODIAg5OTl3eiC3xK1bCfaOk2XZ5/M5HI5IbY4nSVJE/poDALS3t5MkGZHt43ier66uzsjIiMhXx7Isz/OR2rMxspvjeTwem80Wqc3xIviyrK6uxjAsMzPzTg/k2zCEtta1x7fsObYZiHz3ChjdwBKHxs9f9VjWuCE7as4e9jYGNPnqc9hN1NzkAYuTKUTZ0Hz+2KHNWMlB+uoJSM1AWY0Qkhz6tEx0TNzV68dkmKMWpQ4aZHd53J/V7a0+sskc8IR9wrqyJkk2MCnRwU7JQcfEgsu1PjRumhIXPSHmjH7p0Mkt6NlDtK53PzCcpGMBgnGP6YdNTbDGWBIY96KEszG19YWbmKqiG/8PqAMkqJL6WMu0Jz25hvPsV0zZYdrQe9VfS9Ixn061D0yQpyVYzI5o0YwZ6OUXCiRFCYiyompmkrBQBH6dT5qKprGiHJRkTTcAACSOWSnCTF5RzKSqKgCg24cCFEEGJ8XNGpw5JiO5N8s49U26rrtcrkid/vJ4PI2NjYMGDeoj75w1TRcEheVEnpeDQdHr4bw+IRAQ/AHB7xOCrMBysijIoqgoqq5rum4Yl3v0gbs3jkIRgON4dLT5pZ8sGJDd299cN2We4eWXX/700081Tbvhnn6/P5T4/F9cewnGS7fTTYmXVq9evWbNms7NJ5988uOPP+7lsfn5+dOmTevcZBgmGAz2zanY11577fXXX/9WhwwcOPDLL7+8ReP5tjRN8/v9DMNE5KcRURR5no+KirpZHVH7lEAgAACIyNkNTdMuXrwYGxsbkeFZZF+WLMuqqhqRczcAAI/HQ9M0Td/gTsO7kSzLLMva7XYMi8DeFy0tLZIkZWRk3OmB3BIRfFmqqhoIBGw2W0SmnhzHSZIUkb/mAAAej4ckyd7cd3XXEUWxvr4+JSUlIl+dIAiCIETqZenz+XAcj8gwPvSBzmKx9JEpxZsrsi/L+vp6FEVTU1Pv9EC+NQRoupFXfWR/wWbj6lWIdIBa+llypo7PnTKqyuAO+hvbFP7qk1AoPsYSPzeaTjAflt0Fx3biJ3Yxitz9I5IGEF4zsQ6LPKGfMSEe4N13sOHkBEvCuCgdN+3wFl04sp5xN13xziF8ZlMxMNFu9o7PNMbHAVPHFBOKIIMZ65zEi7H80XM79BN7zIqIhB3YfWpU0bEAINsHJKizk+kkczQdXJxSnu2qP/0VWdoVF11vQhXRAeBUQh5km/hsYKK9qWIXdWqXRVV6OKrzJRuyjgVUypkRy0+Lo6Icdo7Gta6JMk03eFXlFQ1HEDOBU9cpTjIA4GWVV1RF0wEACIIwJowhcBOKAgB0XQcAXG/+zUaa7kmOnZAWbyN7tY5Un2IYhtfrjdTpr0Ag0NrampWVdde9c1ZVXZI0UVQEQREljWVllpVYVmY5mecVjlUEQeUFSZY1XQehiijdMDrKDcO69N3JDMO4/L8pguAooGhi1oyMGdN7e+vAd/9Ax7Ls1KlTv+1Rra2tt2Fpw7vscoT6mnPnzoVvDh48uPfHdtuZ5/mGhob09PSbM7Kb6tuuw4mi6MMPP9x3JrlUVfV6vRaLJSJnpgRBYFk2Jiamb2aT35HP5wMAROQ8vqqqgiAkJiZGZBFMZF+WgUBAVdVInQIwm80Mw0TklKIkSYFAICoq6q77NNIbGIYJgtB3fvPeXKHf4BF5Wcqy7Pf77XZ7RE6YBoNBSZIi8tccAMBisZAkabVab7zr3UYQBFVV09LSIvLVcRzH83ykFtV5PB4cxyPyxqzQBzqbzUaS5I33vttE9mWpqiqGYXftW5T+mRlPTlp+uGT/F/lreVdzV5KBAp1vDJz+Yt/5/cenLJ/3hyX3lfPte1oulAec4ccbABRL7pOtyAjHlBX9Hln670dnLNt6eLN2Yg8jS10ZEgYMKy5bgl5+D8vm16sT05FpyQjd9e0kAA4LbYUSPi3+0dlzo1Nmr3cVFRz7kmy80JF/dOQ2BgAAmBDNFAjQe0ulI3RgQjYyNQUwGACgWpWqG1Mzzc/PX9X29Mr91bsCBdsYgUUBAIbRPdAyoXoMEBzVdWxlizMjrn5mykfixBhmwpynyp9+pKLia6x4t1m9KicL+/kAKy4b1a4zPzYd7zdw7PPiwwsbqnYSp/eYFannT4gIgeqxBG9vavR90u7uF9M2PZFJjIoWLITW8R6eCRUzqWpQkIO8ZCYJC0mYrloPhiLJaABkVQtKEispvKrxqkZgmJkkGNyEosj17jmTADje7Clu9Y5KS5qekzY4MfYuumlS13WLxRKp018+nw9F0bS0tIh85xyaZ7Ba7Twv8YLC8zLPySwn+Xy83y8Gg0KQlThOZjlR4GRBVBRFCwVRmq7rumHol8uiOnrb3ZLqKAQghgEQBKVIYuSI7IyMfr088LvPMxiGMW/evD179nyro27PpRKB8wvQ7XT+/PnwzW8VDsXGxprNZo7jOh+pqKjom/FS5x1wixcv/uSTT264f19b7ktVVU3TrFZrRFYHEwSBoqjD4YjIefzQXUWRGi9ZLBabzRaRry6yL0sAQARXL0mSZDab+9Tf4TeLKIoAAIfDEZHxkt/vN5lMkXpZyrIcqT0bZVk2DCNSm+OhKCqKYgRflhRFReQ8PkEQFovFbrdH5KvDcTxS28cBAFRVjdRXF/pAZ7fbI/J+/Mi+LG02G4Zhd/Wrc0QtTXli6YwHi4v2/u3wZ61NVWHvJBFDdAb3/W3T4c93Tlw565ernmgB/Fd1ZfmtNdqVk7pnA86z5c7BjrQVGX9+5KWzc5/4JH8rd2wbLbJdH5cQxLBgMiMp4gGOza9VJ6Wjs/oh5q5vpwBjf/ulg67a0bEzHpjx9KPTt7ee3FW0Gelc2wlBQGetA47ouMDRB86KRy7wYzL1WWmIgwQA1IvsmhpzAvXowhXs00v31e5pObaF8buwriKJMBhi2HHJ2tjIfuR0J0bXT0r8dMSQ7dSwmQ9cWLWirHavUbDNLASvG70gADCYwjR7yl7FTzj6D12tr3ygrmEfVvSVWWRv0E7AhOhxhBDV2hT43OVOjGqenEBmxcZKdkrtSNRwDDOTpKrrrCg7gxyGolaKtFBEt752NIbRJBFrGEFRCvCiouk+XvQBwBC4naGvXskp3KmGtlMNbckO28whWXOGZlvIu+Ddmq7riqJE6vRXKDyL1HfOAABVVWNjY3q5sySpPC9xnMRyHStF+f2Cz8f5/UIgIASDIsdLHCfxvKQouqbruqZruqHruq4Zun5lFBXWrA9cq0YKAQjADAQgGIoyDNE/K2H58rETJ3yLUoSbMs+we/dun8/Xm0Z0WVlZobvVb4++Nb+QkZExZ86cm37akSNH3vRzQgAAlmVdLlf4I/369Ta2DUlLS6uoqOjcrKmpuTkju2VMJtNt6FkJQRAEQRAEQRAEQRDURzDU2Bn3j508//zpY386srbmfGHX7DYCDDXA5/19R/7n+0ctHvfks888mj16d8P53Y3nefWKZZkqfM7/OuNMNtvvS339gX+tmb1ybcFOT94mJuDqCplQYDCoTGuKlHeOO1orj0tFZqYjUV3fTjeM4vaG4vaGwY4BC3MX3D/2iLN0y5lt8tlDtKEDBHSWMgEDABQxGIWnC84Jx6uFEWna7CwkkQYAtInsRxcAgy+Ydy94ZPHhtsMXj26knfU4AoBxVb0DCoANl62uVm6L25vvcI1JWjcqfQedPXlq3YpFZZ6D4pHNFr+rp9sKaVSlA75Lv8XK6PSc5/HFf6kL5qvHttiC7huETDhiRJtEu7s1uMnjjolqGR+PDomNkW0WtSNpxlHUwVB2hhIVJSBIHpa3UISVJsmr1lWy05SN7tiNFSROVnhZJXDMQpE2muxhsaVmX+DzY2fWF56dmJ123z2DM2LhnBjUJ5AkTpJ4VNSN64EkSWU5keMkjpM4VuI4ieNlr5cLxrz65gAAIABJREFUBAS/nw8EBY6TeE7meEnT9I5/dCO0WJTVSicm2vtnxFqsdFZW/NAhKXFxd7K6vZc3K9zmisO+FS+tXLly5cqVd3oUUG8Fg8Fuj3zb1Tjj4+PD46WrTwhBEARBEARBEARBEATdcSZi0LgZfx01+WLpiXcKNlw4c5DoTGIQYABBOLkhr3jz8UGzhz2y+rkHp43Y31S1pbbULV2xLFMz53+v8vS6S/TCtJ8tXtU+dennJ79pOrCOdjV2ZS0IMChEIfWAUlDJFtSLI5LQOZmhZKhThc9Z4XMmMvZF6W/Ne/X86EfXlm4KnNzL6FpYyASAYQAEGIwh0WcuSKfrxEFJ8pxsJMMKAOBVZUst2IZMnpQ7fcnMokBxacEGur7CFF4FFTYkYMEUs7c9ZrfXf9TaPippx9iEfXTqmKHND8yq0Iv8+RvM7Q14D2UFJKqRUqD5T+h7IDHrKXLeOw3KKenIequ76QZLHGHAcJgkW6CV3eVxH7a7x8W5RyU4NKtNYRCjY2y0yUSbTKFipjY/hyLAQpFWisTQrlnmzt3sFMnJMivKsqp5WN7L8QxJ2Ciyh2ImRdPzKmvzKmuz4qPnDMmeNiiDjMSOCFBEIkmcJC0x0TeuHBIEOZRCBYIigoDMzDgzE4E9aW86+HcB9M9jWbbbI9+2t2m30v7wRnkQBEEQBEEQBEEQBEFQn4Kb+t8z8X+HjW4uK/nDme1lRbtITel4CgEGpklVe0+9uvff+0/KXvH8M2umPpjfemlzbWk96w0/iU8Wvqgu2XwJn570vRX3y2Pnrys9Url/LdVU1ZVwIMAgEDUaBJUSnj/TxA+MR+7NCiVDnVr54AdVxXaCmpX8s5kvee55+Iuzm5tO7aFlsePu/VBWZBgAAYBCZKqyTqxokjNi+Rk52LAogCC6YRxxKkec9+SmTVrwdqlRUXh8E15ZSBmIEb6k0+UhAQZTGd4bnRfwFzJtI1OOTog52jRjSJL3wd+WW0vdBZvNjVWmHppXEYgeAzj3x/yaD2ITljEL32jBytzHNttaa24QMnUUUcntwYN+d0Gbb2KCa0xCtGp2yObLI+1ezOR1Cwxpujo3wlHETpHRZjMvywFBEhSVE2VOlE04Zr0qlOqmxulZ4yz6vODMpAFpC3MHpkbbex42BN1FaJqgaSI2NgJX37ylYLwE/fOuToO+bSfobnHU1XkVBEEQBEEQBEEQBEEQ1KdgeGJy2k8GvqRPf+KzvC8OnNiNy0JHJoEAAwdy3bFzvz36UvLIpAee/Zc/TXmgwu/cfOnsifbG8KIgUVP3NFZ+04SMjl3++Azmhelby4+cOLCerCu7YmkZE6LZEc5cVS9UtvHZsfqsLDTnig5RflncUlv6dT02OeFf5r+AjXrs8/KtFwq/okJrOyFXLstEoSpV30r9o13t52CnDwEjYkJJ1FmPcNaTnWIZtuxnF6Y0HT2xySg9TOtaRyFUt8SIRLV4JegoqgqeZFpGp5ybEPuac3KymX345fMzWptObGIqiylDv27MhCNGNC6I28SPN9oscxMXvOKZ62w/vtlSVXSDm7YRAGwm2aq52UNBb2GbZ0aKZ3hMtGy2S2YUdP78LxczaTorye1BDgBgIQkbTeFY+GJXwEwSZpJQNC0oSAFBUnpdzMRJ8jdl1fvLLw5NSbh3WPb4/v16aK8HQVBkg/ES9M+76fESbI4HQRAEQRAEQRAEQRB0d0DsWQN+nPXqv81b/Vnhlm35G4ygp6vHHY6ozpKGv/3br6P7xy148uGfL55dx/u21pbmt17SDL1zt8vLKYFs29QHxyz6t2kHa04ePbAeqyqiwhexxxHNivDMxUahul1IilKmZmBj40FYqKHo2qGWi4dbkNzoJXOfMA9/aNuFHaePb6b8LgyA7ssyEYhGNLpNnx1TdlmC0wahExIBhgAAmljxf6v6Mdgji56uefbp09W7+WNbzSKHXLNjHoHoMTprL6oKnGhoG5nSOjn+v7kxdnLo8ucrnni0oeQrqvQQrevdo6lOGGJEEaJ+UNq8j0RnDlmw2j1+hbNwo/lCMd1D/VPodVhx2aK4Y3YFvKej2uakuVItUZI5SjJjRleAhGNXFDM1ePyUCbfRJIldsVKUCcOiLUyUhWFFKSCIkqL1sphJN4zSxtbSxtZoMz1tYOb83JwYC9PTuCEIikQwXoL+eSjafelCXdevuef1dNsfh51bIQiCIAiCIAiCIAiC7iIInZT43APfe2rqym1HN39+ZKPia+uaL8IQzV/T+vkv/7Tt3Y/nPLH8hysWPZUzdk9j5Vf15Zwih5+mOuB6s8yVyAxbMWDOs78taqnYvW8dUppHhUVRAEN0CyLQbZK43iMftIvTM5AxiQjelX8YwCjxNJd4QKZ1yn1LHnpm6d4Luw8e30y0N+AAdF+WyYRoJo+f3FKs5DGBqUOQCYkARwEArKJ9UZ9Kk9nzFvoeWXys7uv2wq8Zzo+GB1SdcMSINnj7qWrubEPrqBTfuMQPpVGf47mLlp1/5MGaqu34mX0WRb5uyIQihg2XjPz2XXmENmPI7GcCTz7WcHILU57P6FpPJUEIAGZcYVzO6M+9wWFx9VPTPXbWLjExkhXX0fDdwouZPCyv6YaZNNkZmsDD17sCoTBJlJWAKHGS3FnMZCYJG01RputO2Xk4Yeupc1+XnB+f1W9+bs6gpLgehg1BUITpK7P5oigeO3bs0qVL7e3tfr8/JiYmJiZmwIAB48ePN5lu0H4UulMslu6roomiaLPZen8GQRB6PiEEQRAEQRAEQRAEQRDU1yGmmJgV9z+7bNYj35za//7Bz7nwhZQwoAstvm2//Wjne+snPjhn+aqVSzKG7Wus2lZX3i5esVBCKx/88/mgnUhamPrKo69V+Gq3Ht6iFu9i1LAoCgO6GRVpt0Ru9Em7reKEVGR6KkJfMcl5Kej5U7nHQWQtmDbzkQUFDfl7izeijZUmcDlg6lyWCUN0zMMS24qV/TQ3JUeb0g+YEACAqms7mqw7wLyJc7gVy04GjtbmrTO7m7BrhkwYYtg00VJ0UTjV6Bqe4JyYulkdtg0Zcu/cquXLqlsOgKKvLAKLdjuq64cHgAWRjcPOvMOm/ROHT3o88PQjdWU7qJO7Lap8g5CJwRS6otle4WTHJFyalOm18TaZihWthH7FD6SzmIkTxaAoN/n8JI7bKMpMmpCw1nYUYaIIk24YrCgHBFFWNVaU2cvFTDaavF4fPFXTj16oO3qhLjMuatGIQVNy0rGr7kqHICjy3Pl46fjx42+88cb+/fu7JQ0hVqt1/vz5r7zySm5u7u0fG9Qzs9nc7RFRFL/VGbr9oV99QgiCIAiCIAiCIAiCIOjugKAWy7xpS+aOm5t/6sCaw1+6L5V2hUwoomv+YN7ft+Z/sWfssikrn3pi4dTBx511W2rLLvjbw0/jl8W1NRc31tIzE3704I/q5z6249BG9vjXjMR3ZRsoMBhUonlZ3B+Qj9WLE5KNqemI9Yqb1H2ysPbieRqLnz3slZUzzztPbyveqHS23QtflgkFBsnyxO4z0oEKbkyGNj0dRHecqqDdXNA+bfCgsQv/fEo9XZ3/JdNUZQqvggp7gcCsScyZ+vjS1vbhiW0TU3c3DtoDBk0YVbdkbjmfrxZus4aa9V2zmAkBgAGKUdB66oTp4ISRI5bzTyytrtlnKtpmEdieohoEAAqoZHGTtczZOjG9fUxKgBAsKhkr2ijV1H1PHKcsOIKhrCh7ecHFchaSsNIkGdZSCEUQG01aaTLUWI8TO4uZBCtF2GgqvPKpm0vt3j/vK/js2Om5wwbMz82xUmQPI4cg6G53J+MlnuefeeaZL7/8sod9gsHghg0bNm3a9Oyzz/75z3+GlUx9ytXFRlevxtQznud7PiEEQRAEQRAEQRAEQRB0V0EoetqkRdPG3Xu27ORfjm2oPXOIBJd73KHAADxf/Nk3hV/mDZqd++j3nvn9+PvO+do2Xzp7or0xvLxH0bW9Lc37Wk3jYr+/8vnAvMc3F+xwHt7EBFzhzd8MGpEp0UsdDEp5DfKIRHV2JhJ/xdLggqZ83XBhZyM+OuY/FvzKNa5q06n1wXNHyVDbvfBlmQAAlCyRxyqV4hppYro4LQfYidBJKnx0hW9yUvzYxb85N6WsrGADUV9OgLAqqLAhAVqT+52pTyhrbrsnpW1MSkFrekFrWm528/L/LseK/Me3Wl0NJoBcN2QiFSUuv6mu2PTrSWPGPOB/bFFVwwHs2BZb0H3dUCc0ElJU+h2oTixpvDipPzskljO5KAWPEa0Wtfta6RiC2mnKTlOSogYlqdkbNGGo5crFlroa61l0VpT9gqhpekCQAoJEmnArRVopArlOMZOPF9cXlW45eW5idr8HRg/tF23vYeQQBN297li85PV6Fy1aVFBQ0JuddV1fs2bNpUuXtmzZAgtc+g6bzYYgSPhCi83NzYMHD+79GZqbm8M3HQ7HTRscBEEQBEEQBEEQBEEQdOfgRO7Iie+NGFNdc/5vRzaVHd9BakrHUwgwMFWs2lP8yt4zWRNzVn7vqVfuubeO9e6orzjQfEHRtc6T6IZxvL35eDsYYH9o1RLh5Qf2ntzXcGAd5WoMXzrIIBGF0APKKU461aQNiRNm90fTrriJWTeMYldDsQsMdjy18KfC5PbtZ7c0n9jJqEroDF3LMgEDEIpC5FUTR+qkkSni7IFIPB16poUn3q8ZabEPWfpqxdTasuNr8YtnyPAqKKNrSIBU1X7FdfGnm9uHJ7aO73cWpJx1J+ckO1f+ptRS6j78qd3bgl/+ht0hABCiknzg0sUC8uVx48ct962YU1m7w3R0o1UWeqpkQhFAesSc7eeEcnv1tBw+npKsXpOCxcpWq0yFvcgOpAknTXgUQwdFOSiKXk4wk4SNJsMXW8JR1MFQDoZkRTkoSoKiSYoqKaqXE6w0aaNIHLv2kBRNy6usPVJVd0968qIRA4f3S+xh5BAE3Y3uWLy0evXqXmZLnb755psXXnhhzZo1t2hI0LdFUVS/fv3q6+s7Hwn/+oY0TWtsbAx/JCcn56YNDoIgCIIgCIIgCIIgCLrTEFN2/+F/6D+0bfaTHxzblH9kCy5ynfUxhsmQ64+Vv3X0Z4nDk+97+pEfzJ70aPao3Q0V2+vPsYoUfp4Lfu8v/CCRXrBqBvLS/EPlRyv3fUE0hq3whACDQFQCsMo5ASt3gqxodlo6Oiy223gqfM4KH0hk7rvvaeKp5btKN108tZtSpLCACekIikhdIU/VUqcalcFx7JyhnXkVqxCf1o0woUPm//jiPQ1nS7cYlYVkeBVUeMhEqUrq6Ya4My3twxJaJ6dXgYRfe+LTbe5lb5ZbCv0F6y1BN4ZcK2EKHc4IUvqhi3WnqZcnTx650Ld4ZlXjVrR4h8XQelqTCUcM6yXf8Esn/ENja6Zmi1ajCfeSlMnOmW2q6eqQCesIkDqKmVp8QRxDQ/VJYUsoIRaKtFCkoulBQQwIkqbrPk7w8QJtMtlo0kwS1xyMbhgna5tO1jZlxEbNHTZg+qDMHnrrQRB0d7kz8dInn3yyYcOGf+LA999/f9myZfPnz7/pQ4L+OUOGDAmPlOrq6np/bEtLi6Io4Y8MGjTopo0MgiAIgiAIgiAIgiAI6iPQhNTMn6980T378Y8Ltu4/sA5lvR25BQIME6K4y+ref/H3G7Oj5z3+4ENL5i5JH5bXenFrbVkzHwg/TavAvV0BGHzig8Nm/PBvJ+rPnNq3HqssvGKBHxOimRBOvSQiNS6QFsNOSEXGJnaLVFr54PtVwGaatuiJJU8/dqByW0nhVrIz9wIIQEFHQRIBVKKihahw6kNjfNOHoZm20C6KYdreNAjFB0z9Qe19S0uqtig9hUyG2q+0Kb68zTUsoXliWh2I/WP5tOQk7+K3KuzHfSc3MZzvuokLigAmIGburHIW02/NnDhijvvemRcbN6HnjjA9/8hxoMeUO22V7rZRqc0T+0mE0mr1+mmTnWUchhm9Vl+7UDFTtJlhRTkgiB6ONxOElSYZoivGM2FotIWJsjC8JPt4UVJUQVYEWcEx1EZT4e31uql1edccKlpXdHbmoKwFIwZGm+mexw9BUN/XUzXlLWIYxltvvdXtwZSUlDfeeKOwsLC9vV2W5ba2tvz8/JdffjkmJqbbnlcfC91B3QKhM2fO9P7Y06dPh2/GxMTEx8ffnGFBEARBEARBEARBEARBfQ0aE5P4/xav3vTq5keX/TviiNPDnzQhKnvRue61d3+48Mntn22cHZ/958nL/zN3Zra9ewUSryr/qGGfOz30bPL3H39jwgt/FUfOErtNc+KIZkEFurHZtv6M9feFWF6joerdzhNQxLU1LW/WD3PP/+GTn+bOe160Rnf15Qt1vUMQgABgAhpZ7oz6y2HrXw/rZe7OfXQdO9zW/wN0if+Z0fPfMnLGSVcceGXOQupqytmm4WuKU/deRANqczB6TdWkf6RN6fcmNf4JlmS6Dy8chhiMi89aX9H+Jv/norF1D6dP+oUQn6X0cEjHT1XVUorqRnxYFHXKiRmIiCttDn8d4+IQmZOVa1ZNoQhio8nUaHuyw4YgoNUfrHP7PCyvaF0jRAAwk0RKlC0l2m6hCIAAVdM9LF/v9rYHOUlRrzcePy9uPXXu3z7Z9u6BwkaP/4bjhyCoL7sD1UuHDh2qqKgIf+TJJ5989913Kaprlbn4+Pj4+PgpU6b8+Mc/fuyxx3bs2NH5VF5eXkVFxbda4Ae6dYYPHx6+WVBQYBjG9Zb16+bo0aPhm7m5uTdzZBAEQRAEQRAEQRAEQVAfhNCOqEfnP/3g9Ae/OfbVRwfX8c76rtodHNHkVt+ed9Yd+PjrccunP/TU41PHZ5Z5W7fWlp5obwwrCgKKrm1s8G9sSJ8YO3jlTy4tWJV/eItSuJPWwjIXDOgMKhrtreh2t364Tp6YKk5ORegrSoVUXdvf0n4AZI+aMG7pwnPt+/KOfokGXB37hBckEYgGLnnxmqNGqtk7eRgYkxCaAzMAVuLLLkH7Z/9L05ylp+u38FVFZOig0LJMYQuXA8pQU0qaYkvb/CMT68elOYH9H+yE2P6BOW9WOg57zm6nNeW6E2s4YlhagllfnHfmm/8xb/SI/+cce66xYi3Oenqa40UAIINy9r5KobzhwtSBYoZZIpUG0mWVKINlUA3DUITEr3EGyoRTJkuMoQcFOSBIPkGkTSYLRVhIonP2j8SxeJslxtADvOQXRF03goIUFCTShFsp0kIR1yyTUjR9/7mL+89dHJgU98CowaMzUno5nQhBUJ9yB+Kl7du3h2/ef//9H3300fX+BrHb7Vu3bp01a1Z+fn7oEcMwdu7cCeOlPmL+/Pkoiup6x80LTqfz/PnzvfzTOXz4cPjmwoULb/74IAiCIAiCIAiCIAiCoD4IMdHWhbMfnT91eUHR3r8d/tJdd66rAxsGdN0XPPbBjmOfHxixeMyjzz/9yj33tvCBr+vP7W2slHUt/EwFLr7AlZBpeXjVc855jx3J/4o7soXq6nQHAAIMCpGNoAvb4yPyapEpqf7J6Yj5inlRAxgnXe6TroSE7FWL/ucCeqqwYB1wNV4VMgGAAx00BWPWH9fzGP/0YcaoRNDRDg6pDqRWY6lpTzXPXnqqYQt3oZgyDAO5HDKFd8wjdTX+VKPjTCubm9g8McOF2Ndx42JH+BdMKTftCZzbR+vXX10JRwy8kc14/3xrlvXs4tFTf1U36Hjb2U20LPTUpwpFDHMrN3TdGT7LemH6QC2eCpIiS0pRotnMkrpsKJpuJk1hiy1d/rNAUAdD2RlKVBQ/L7YHeTfLW0jCRlOdqyhhCBplph1mihVlHy8qqiYpqqSoHq77nt1UtrT/dkd7ksM6b3jOnKH9r5lyQRDUZ92B5ngnTpzo/JphmL///e89p9M4jr///vto2F9txcXFt3B80LeRnJw8duzY8Ec+++yz3hx48eLFwsLC8EeWLFlyM0cGQRAEQRAEQRAEQRAE9XEISlCTp9z/2c/+8fvv/U/q4PFK+DwhCgxU5M9uzP/Jou+99ZPX1Db/c4MmvD/toZVZI2wmqtuZLrHq6+eif9p0f9yyRS9/zty3mg/vdAcAQIBBIgot+rBvKuxv5ifsuWh4patH1CJy79UmrE15eNQfZix7FUnJUcLOABAAUAQgCMCBYWrlotYV2X/7DZZXC8I679WzyV9gi2qenDzzbXTIFDH0isJb7XUidDX6TOOA9woH77sUq+CsHPtp66Sdk8cPexvNncch6DV713Uwobqt1p/+54ryv1AbE8dmvEEOm8f3fEjoKHutP/eTk+l7q1BWNYDhodjmGK9gk2gSZyXZx4ucJBtXnQYBgDaZEu3WftE2G0Wyktzo8Td5AwFB0i/vjQDESpH9ou3JUTaGNAEE0XUjIEiNHn+zN8BJ8vUG1+ILfpx/8vkPt3yUf9LDCT2/BAiC+o7bHS8ZhnHq1KnOzQcffDAuLu6GRw0cOHDOnDmdm+FngO64brHQRx99pCg3bvz67rvvGmG/qYYNGzZgwICbPzgIgiAIgiAIgiAIgiCoz0NNQ0dN/+uP/vKXH/194D2zFSRszhIBBqZIF/ee/uWy/3j9+//ZWnnpsezRH05/6EfDpqVborqdx6eAd6pt/1o9zz91wQsfOx7+TyEmpXvIRCAqLfvVfedsv82P21yJtvFXj4dTlU/rYt63Lcv61aJlb9Bpg5UrT9KRFeHAIDy8Y/sZ+xt78L1VhtD5vZAmLnWtcd/5h6fPfBu/RsgUljKRumI71ZD6p7ys3ZX9dFIGKZ+5Z+6eMu6e3+iDptwgazEBPbrClfyHyqOfRx8YO2LEr4x+w6+RmXVDGFpiSeuID4vijzciqqEhupMK1Ee5gF13MCSOokFR9HKieK0llEwYFm1h0mMdCXYLAMAV5OpcPmeAFeSuHxFlwhPt1n7RdjtDhV64qKhtfrbe7fOwvKpfe5UpXlZ2llT+6yfb/nv3kQtt7mvuA0FQn3K74yWO4ziO69ycOXNmLw+cMWNG59dtbW03d1TQd7Fq1SqCIDo3W1pafve73/V8yKVLl959993wR5577rlbMjgIgiAIgiAIgiAIgiDoLoHgWYNHv/39tz/62dpxk5coJrLr1mQEGLihNhVUvf34yz977HtFB4/PTM7+06Slb45bNDkhE72iKAgoOtjQHPVv52edGXL/U+9mPP0aH16EFIIjGqOzekGV5Q9HktdWMI0cuIqqaxvrmb+Z5ll/Onf5b+mB469IbjqzIgwAgpUc35xzvLWH2Hce8F2pTAuftNZYdP7h6dPeRgdPEUFnyHS5CqoToauWk40x/30w6avSRMVk4FnrxIXHFo8e97qaMeIGiRFhaHEn2+y/qdmzNaXqoZwJL4txaTe++ZuQ1Iz8mhEfFlnL3MAwFERrYXx1VrdG6zaasjOkrGpeTvBygqp1D4QQgJhJIiXKlhJls9IEJyktvmCDx+/jRe1yemTC0BgLkxZjj7YwOIYCADRN9/FivdvX6g+Gx1FX/Mw1vaC6/ucb9ryy6ZuC6nr96kIqCIL6jNvdztLv94dv5uTk9PLA8NKWYDCoaRqGXbtlJ3SbpaSkPPHEEx988EHnI7/61a/mzZs3evToa+4viuKqVatYlu18JCEh4ZlnnrnlA4UgCIIgCIIgCIIgCIL6PiwxY+ArGa/55z37ed76nUe2ICLblcPgiOoub/7gxd9vGfDhnMdWzFsyf8iIhNCyTPuaqkStK9oxAHLYZT7sGj0kfuCDv7uEVZfvX4+eLyTCvxWOaDjg5dMXsFN1yYOS5Bn9nRn01SM60GY/gMwb+Uxg+SMnq79qKzlEgcuBS+eyTAgABC+b9pyXD16Ux6eI0wcDOxnap4VPWg/uS1jpnHp/kesrtuIoDQwDXA6oDAA6MxRCV4kTTaZTbeqoeGLWcM2cs4XoH7uqbpLrVPNGveUC0X1kYUhdSzjRIp01bZ0wIP2H0oQLtaXrSc7X0wwqAgDplwbuPCefZSqn5kj9rAIm11tcZpWMF+w2mgQASIoaEEVdN0gTbiYJ9MpVTkgTTprwaDPDinJAED0s7+UEhjTZKJImTAAADEUdDGWnKVaS/IIoKxowAC8pvKSYcMxKkTaaRK+1ckplS3tlS3uCzTJnWPa9Q7PNZE+vHYKgO+J2x0uBQCB802639/LA6Ojozq8NwwgGgw6H42aOLEJpmlZXV3fNp7xeb/gmz/M1NTXX3DMhIcFsNvfwXX79619v3LixMzuUJGnWrFkbNmyYO3dutz1dLteyZcuOHDkS/uBbb73V8/khCIIgCIIgCIIgCIKg/1sQe2K/H6x88em5qzbnb1p/eKMWcHX1YcIRLVDdvuH193a+/8WUlQseePTB5wZNeCx79P6mqq/qy50CG36mc6zl9crhiWTWQ//ZMLelJG8bKDlIGmEFORjQGURUztfK55sT02JMM/o3D40xrur6dMZnOwNmpi0NLFxytnFbU+mhrpMgl/+DAEDKCplfSx5rlO+JF2YOB/EdeVWbGL8RLI5f6Z5y/3H/rkD5ITqUKnWGTMAAoZiJ0FXiRDN2ok0bEWfMHR6Iz9odnZX67xcntZ6q/gI4L5l6+LGRspKQ1xA8Yfp69tDhv3ANPNpasp3RlGvkN10vHzHoJm7I2hJ+oLV6+iDNQXK4dMnmtEl0vGALBUgGALwku4M8QICFJELRUScUQWw0aaMIQVUDgsSJMifKGIZaScJGUziGIgiwUqSVIkVF9QsiJ8nAAIqqheIoK0XYaIrAr5GEtQXYz4+d2XyifObgrMUjB8VZ4RQiBPUhtzteUtUrWnbieG8H0G3PbueBrsfj8fTv3783e+bl5V1vzy1btjzwwAM9HJuYmPjee+89/PDDnY8EAoF58+bNnj378ccfz8nJsVqtNTU1+/fv/+ijj8LrlgAAS5c/fVw8AAAgAElEQVQuffLJJ3szQgiCIAiCIAiCIAiCIOj/FoR2xD123+qHZj+699j2jw9+ybU3dIUQGNDFZv/ed9Yf/Mf2cctmrHzq8fvShy5KG3KiveHr+nMlnubwM7VK5v+5NMiKpS97tmnWo2cKv1ILd1JqWIc2FDFoIBkNLew/2qMTomLmDqoZGqPi3Zuz1Qu2j8CU+PvZhcvPePY0ntxNqfLlwYb+jQADAFJTiRPNxCmnNiqWnT4MJFpC+zjFmM1gUfwDnskLCgK7AmWHaHA5ZOo4/nLIRAINlLTiJe3qiDhu7vDG+P6Njv4Df1I9rfpE2Re4p+W606oIAASvRG+/VJdHVs3PHf+bZrDTU3E5zboeAtGJKn9udbF/bGztuAE6hQUIgSVEh2iOkayYgZhJwkwSiqYFBcnLixSOWWnKhIUvk4XQJhNtMqkWnRVlPy/4eNEniLTJZKNJhiQQACgTTpksiqYFBCkoSrpuGIYREKSAIJEm3EqRVopAripmEmRlZ0nl7rNV96QnLxszNCcxtqdXAkHQ7XK74yUoUj300EPnz59/7bXXwh/cv3///v37ezhq7NixH3/88dW/MyAIgiAIgiAIgiAIgiCoA4IztoVzHp0/fVlh8b73DnzhrK/omtVEga55uWMf7CxYuz934ZhHVj8zLj5tXHzaxYB7T2PlgeYLiq517hzU6H80ZFNo+pyljf+6tOTEFql4DyGL4XNTBokqoL3d+ZnXZrcmzB3UNCopgGvgSk7Z8rE8xTpdWLiwVM+rKdxGSlzXSTqzIlJXjROt2EmnMdQRmDkcpEV1HC5FbwGLYu73TV1wLLDLX379kIkAGlHSipe0ayNj2Lm5lSC7MjF7+KvnppSUlKw3BT3Xnd1FASD8Er6u5vReglg+eMLM2uYvpYZzZM8/aULXYwudtlKPc0JS88gMHQMeivWTfKxocUgWBAAThkVbGMMAgix7OV7TDTNJWKgrmubhlxvi8bIcECRBUQVZwVDUQhFWiiRwzIRhMRYmykwHRcnHi5qmAwAkRZUUtbOYCce6l4/phnGytulkbVNWfPTC3IFTB2Zcs6seBEG3DYyXoJvml7/8pdVqfemll3pZWzZ//vy1a9fabLZbPTAIgiAIgiAIgiAIgiDoroegJnripPsmTpx/7uyxdw98UX2+yGRcLslBgAF4sWTj0ZLtRUMXD3vw6Wf6p/b7wZBJj2bfs7vh/I76ioAidp5J1E1fOzN3I2njFjU892BZ5W726DZCCHblGQgwSEQxAt7WDUXI1+ahswd6J2Y2E1K3EQU1el1gHDVq5LwZpfTRCwWbCJENP8nlkMnQjTKPozQf6c/4pg01hiaFdnArjq1gYcz9/inzjwV3+8oPUYaBINcJmcAZJ3bmoDY0ips7rDR5SFn/wWPeODviRPnpTT0tsIQCg/RK2t/r8hNI+6PJU+fVlK3Fva09zQkjAJC8mnKgMaHU2Tg1o71/gobobXTAS/JxotUqUwAgCAIYkmBIQtV0VpKbvQETjllJgglbIQlBQHjBU0CU/Lzo58VQlVIokbLTlJ0mOUnxC5IoKwAATdfDa56uueRSjdPz530FXxScmTM0e0HuQAsFl2WCoDsDxkvQzfTiiy9Onz79Rz/6UbfVlbpJSEh4/fXXn3vuORS9qostBEEQBEEQBEEQBEEQBF0fYhoyYvqfRky5VHl6zcG1JacP4mFrIBlAkss3nS7d+qPMmRkPPvfswIGDH+5/z/LM3COtl7bUltaxXYuRqwZ2zJdR4EsfOqnpsYVlbYe9+ZtJb/sVIROBqED0t359Ut1dPnhaDjZnSLmJvxz6dBB1YptvNDEsd9rEsvgTF4q24kHXNUImAtGNGtZ+sRjJpgPTBmmDUwGCAADcin0bsiDmfv/UBQWBnd7yPNrQwXVDpnIXdi5fG+rg5gwrThlxanDuxN+ciDteVbyRlngUAeCaDfAwYGBtUvC/W/alOZKfYSa3NJ5cR4lcT/NyKDCIdqnfpqqkAY2NM3O8UTYZVZsYL00ScYKVUTuqoHAMdTCUnaFERQkIkpvjzQRhpUkT1pV4hQqeosxMUJQCohiqUvJwvIUkrDRJ4ngohZIU1S+IrCiHXrIgK4Ks4BhqoykrRWJo90IlDyesLyr96nTF1IEZi0cOSrRZeng5EATdCjBeinB2u/2bb775jicZMWJE73cePXp0fn5+cXHxpk2b8vPzL1y40N7eDgBgGCYzM3PUqFGLFy9esmQJSd6gFBeCIAiCIAiCIAiCIAiCrgvLHDjmzYGjnPUXPjy0Nv/4TixsDSQD05T6fRd+u+/l1PEJ9z/39Jgx42YmZ89Mzj7na/u67lxBW61+OYgxAFLGppaxqZnD2u6fcV4tbs7bSDj/P3vvGWXXdR1o7nNufjlUzoUqVKEKORKBiCQAEkwmTVq25dRLltzuNR71zPJY+jGt0Rp7rbZ+9JrQGi/3OIxXu5sWJYuUqESIAEGQEEHkjCpUoXIOL7+b7z1nfrwKrwoAlUCi7sP5fijUu+/dc29t3LfP+WrvM7ykHohHLu+qM+9dt97vXr2juezYpot+0yJLOuZZVDiR3cy1bdz2v9/Z2X370r9CcnzxQ9D8f4mI0D411HcZam/n97fam1oKryXs8PfgmeiLuf0vndXemb32ru+Bkom6cDPB3/qQrA2pT68/U7td3LBp3/YL0vuDl3+gOBaaP3w5PKL8iDHxV+Z4S7zjz2nZzcSlt32u/Un95QREhbtq491rFeuD4/vatKBfB2s4kAg4UoUWFgm/cHWFXZdcQlXTmsrkEUIBWQxIi1oIIQgpUkiRTNvJmWZONwtbLok8F5ClkCJJAl8hBKJ+ktONrGESQgHAcUkyr6VU3ScJIVlSRGHZCA3beffm3ZO3+jY1VO9urNgeDH7C5TAYjIcL00sljiiKTz/99Gd/3u3bt2/fvv2zPy+DwWAwGAwGg8FgMBgMBuMxAlc0tH/1D772p8e+8K1T3/nRh2+CkV98kQdn8tzY33z8H8vXhg/90WtHDh/rjFR2Riontdzx0TvHx7pV21o4eECv/L9GKqsbZg//5e343bEz/yoU7/AEABxyFaqnznVPfNxf01nV+NL2G1V80tKLj3EBn8t3nK9bs/F/7TsycPXKGzA9zC8InML/QAgEoHRMD75+kxzv0fc2GTvbEYcBIOUEvwdHYkdz+585q74ze+1dhZL7t8sTKIGbaXTzI7ouqD699kTtbt+erfv3nnXeGb/+rkJcNPcWutwziYhCv979dcxvim/5qmGc0rvPKJ98j0Ugwo2M3H05vzs2sq3FFWQVW/38TMTylRlBnixWQXEYFTuk0WRGErigLPkkceEmSAIvCXzUr+R0K6ubluMm81pK1XySWBBIhVKnrGFkNNNxXQCglKqGpRpWcWO94hESSi8PjZ+7O7TqRt9LW9c92dbIsZ5JDManzyPWS1/+8peDv5hSLlTALPCFL3zhFy9/2bJly1e/+tVfenAMBoPBYDAYDAaDwWAwGAwGY+WDw2X1f/La//QHR37/+2fefOPUd+xsUXs6Hrmp28lv/y9/95Pmf9n3e8deevlzVb7gH7Zte23VxpNjPT8Yvj2l5xYOHjNi/zC6qypm7P9K18HJvo/f4nrOSws7PAEABuJDhto1fOX2RHBV2YEXt/WvjgxrmeLhUEBX863XylvWfmX4qeErd75nj94Rin0IAkAIEFBImPh7PcrpAfNAvbG9gwo8ACSd4FtwJHo0v//oWe34zH0kE0BhRCK4cDONbn4M6wPa02t/UnMgdFQ98NTPcj9O3D4tk8K70OLxC4iIwDXj3DUceSqy689z/W/CVP8n7WCEACTbFU7PBK6mUgcqx9ubXMTnFT0n6WHdV2YGMV3iewoOKeanecNKa8ZsXgtIYkCWJH6uootDi131MpqhWU5BIAk8F5SloCyGFTmkyLppZXRTt+zCu4ob64UUWeSXbzo1lMh888TZ//bRlSPrVj+zoS0os/5JDManyCPWS++8886v9sa33377Fz9Y1/WffxCDwWAwGAwGg8FgMBgMBoPB8C5ICZf/9nNfevWp3z350Q/+v5Ov52dGiwprENEGsz/+qzfe+7sf7Hht76uf/yOf4nuhce1zDZ0XZ0Z+OHz7WnJ84eCEHXxzekdA2LDnS91/+LvdV76Prr8vLezwBAAYiIJMe2D8yv/5E6kq/NRvbE9vbbycniwuFqKAbqqNN+ONq/5scv/spckf5++cl5ZJJkDAA4WUxb3VJ787ZO2t1XZ3UFkGgJQT+B4cjh7N7zt6zn5v6upxxbGLBFORNBLBhRsZev1jZY3feK7z7eoj0Rfze46ezf4w0XVGBgoPkkwSEO2keeqU0vhbaP/zmav/ImVmPmm5GANIGafse+Phqpnk4ZrxmnpCUdqnaooZyitRJ4CWfj5Gc8VMluPmDXMyneMwCshSUBYL1UVzXfXCgu26Od3MGqbtuMm8llQ1RRBCiuSXRN/CtkymXbgAQmihsZ4s8GGfXFwaVSCtGd8+f+OtS7d3tdb/xta19bHwJ1wUg8H4lWHN8RgMBoPBYDAYDAaDwWAwGAxGqYB4OXj00O8c3vvy+Ysn/8uJf54eubNY44KBWlPqh988fvafT218ecdv/eEXYtHYjoqGHRUNfdnE8dE7J0bvuO7cpkp5Vz6e2PQ+Xrvjt3v/4LWbd35CLh2XbHPRZSCgMrLo1Oylv30XRwL7X9wi7Vv3fnbMdJ3iEfVrVf2+55p/f/rAS+enf6x2/WxJSU1BGXEAXN7hfjLEnRxzd5Xr+9eSYAAAUk7g+/BU9JC6/9DH5ntT144rjoUA3UcySYjAnRx0X5DX+NVja35Y83TVb6X3HD479t3c4HWpWDIVd8xDADJxJ78FI0Jo3e87naZ66U3F0j+psxyPKD9llf3zcKRtavZw46S/3ABb99s5alRYQVEV7m1MJ/JcLOCLBhTNtLO6mVJ1WeBDiuQTxcKQBI6LBXxRv5I37axumLajW7Zu2RyHg5IYUuSKUCDmulnDyupGYVsmADBsx8jkOQ6HFOneQiXbdT+4M3imZ2hzY81LWzo6aio+4aIYDMavANNLDAaDwWAwGAwGg8FgMBgMBqO0QFhQdu56fufOo7evf/S3771+t+vc4kIoAupmzEv/dObSt851HOv87T/+Yk1NfUso/u86d79c2/GD/usfpEZzjlk42CTCh+nOj2DN5mMDr710bfyk8fHbkpHHxZ8mIZtm0tf+62nynQtbn91Q/fwT76uTCUMtHtGAXjEgPF/zWmLXcxdz76ZunZYJWeh1NyeZMIBsO+T0BHdmmuyM6wfXu+EgAKQc//fgqeghddehi/S9savHFbdIMiEEdLlkuqSs6Uo80/m9umNNX5o5MPlRzxvmeK9Y0EoIAVpayYQARNvt/keEQ8GtX9DtXvfGuwoly4qCliAhIvbqFXd7wzsmh3asNmRFR9aQlJA4ocGJgwYYIbR0hyQEyC+Jfkm0XZLTjdmcSkEtFDNJPA8ACKGgLAZlsbB1U063XJekNSOtGz5RCMpSzK9EfXLOsLK6YTlzFtB1SSqvp1Vd5vmIX1bEJV3+CKWXBscuDY61V5f/xpaOrU21y0bFYDB+ZZheYjAYDAaDwWAwGAwGg8FgMBilCRI6N+7/vzfuGey68l9Of+va5VM8zPe4Q0DBsLrevPa1t7+86sCqV//ki22r28OC9FLNmj9cv/uj6aG3Bm8M5VOFg13AF7Mtl2BVx57R549czZ3JffSWnEsskUwicsDI3nnz7K23L7cc7Hjpc099SFK9mSU7yo9b8e/xR+Mv5nYcuwwfjF99R3ZttEQyAXAIZOLSn01zH58iW2P5Axtp+Zxk+jHsjx5Sdx28RE6NXj2ukHnJhO4jmfK0+6K8JjB8eONg40urvzx+cPjsre+Q6QGBPqBdHgaALDn/TTnY6O7+sjnxAeq/9El7FyEAhbrSuXTr5avJXZUTW5spj0ze7uWngliO5H0BLOcNSxF5vNToCByOBXzRgM+w7axujiWzAs8FJDEoSzyHYXHrJl9+3iRppq2Zi8VMQUWa27TJnNuWiVLQLFuznUJd1L3FTHcmZr7xo5nGssgLmzr2tjdhJpkYjF+bz1ovlZeXf+UrX/mMT7pmzZrP+IwMBoPBYDAYDAaDwWAwGAwGY6XAN3Vs/49rtkwP9fzjB2+cOfsj7M5ZCUBAkeMMnuj5xsmv1u2oPvpHv9uyarWAuYM1rQdrWm+np344dPvs1CABCgAU0G21/rZa37xx6sDe6/yV6Y++K82M8MWmgkcu72rDJ670nbzVtLP93/7+sRt+Y+ETCiTs4E9gf/RQfvfTV9Dp0Ss/km1zie4o6B+JEHp+Fp9/3+mMqU+th4YQzEmmfdFD6q6Dl8mp0avHZddCaKlkKrS/kxCBO1nU/ZHTHOo9uuFu6yud/3P/U4MXr7zOJSf4hUomWCqZOKDaEP7g/1DqNruH/ky78X1hZliYf5ECLLcyGMBv29LpsfCV2eHdLer6GCDIiXouZkQsX4z4TdvhMHYIUURh2TUqgqAIguMnOdPM6WZK0xVBCMqSTxIwQoWtm4KKpFt2Vjc0yy4uZgrJclU4aDpORjPyprVwd03bmbGdlKqHFTmoSMs00tBs+psnzr516dZLWzr3tTfd28ePwWD84nzWeqmqquqv//qvP+OTMhgMBoPBYDAYDAaDwWAwGIzHHMRVNHV8tel/yx77wrdOfftHH75JDHXRPXDUnTg3+vcf/6d4R+jIv/nc00eeRQh1Rio7I5WTWu746J3jY92qbRUOHtArB/TD1c2p/X95PdozfP678sidJe6EA8JRY/zsjX/5qLtqfeOf/N4LI03SibEeo2hbppQd+BHsDewxnth/w/dR37UfSUb+fpIJXOn2DHfrNGmP5J7egJrDMCeZ9kYPqbsPX0Wnhy/9QHasua5vCOYd0JxkcqXBFP+3Z+ymyNWnOm+2vbLza/0brl699B0+l+TogyXTxBU8esW3er+9Zn/+0g8ULc0tfi7AMs/EIxrKGavf6cpcCY0eaLEb/QA0LapZQS8zA1HTDzZopuUSwmOsSOISIcfhqE+J+BTTdvKmOZNTIQc+SQhKok8SEYBPFHyi4BCSN6yMpruEFhczxfy+eNCX1cy0qs9XpoHjkkReS6p6UBbDPlnguOLRjqWyf3Py42+fv/H8pjVPr20ptOZjMBi/LNzXv/71Rz0GBmOl093d/cYbbwBAR0fH5z73uUc9nF8aQoiu65IkCYLw84/2GrZtW5bl9/tLsnOurusAoCjKox7Iw4cQMj09HQwG/X7/ox7Lw6e0w9IwDEKIz+d71AP5VFBVVRRFcWmr7tLAcRzTNH0+Hy7Fv87LZDKO45SVlT3qgXwqqKoqCEJJhqXruoZhKIrCLZ3tlwamaTqOU5JfcwCgqirP85L0Sd1yPIpt24lEIhqNluTVWZZl23YgEHjUA/lU0DQNYyzL8qMeyMOnMKGTZZkvxdXP0g7LRCKBMY7FYo96IA8fSqmmaR5eZ0CSL7x17a6X97wky/7b4/2OpS/O3RCixqxx493Lp9/9sck7rW1rMMYBQdoUr3m2viMqKmNaVnXmJFPeVW6qTX2B1g2HzT07puw8JMaWJDYIKI9cfTp59d2L+vXhV9t2bFzbNqylNcdeOMai/IBbO1TX3vkM6aycSAwhy8AAS7ZlQgh4RIWELp4flu6O60oQlSuAkEHEXrdhpmnVjqO5On9i8i5P3Lkdmeba383vz8QjKmZ08fIY9CYHfKv62jesPUrbYhMz/Zxjoflrh2WzWAyQGuKGu8TOI05TpzF5V6BkrkrqQZLJpxqh67NozNRrAlThKKIqb2ZETcBcECkSz7uUqIalWQ6lVOAXbxcC4DnsE8WwT+Yx1i0noxs5w3QI4THmMMYIyQIfVhRJ4AilDqGUUMN2MoZh2a4iCVGfKPG8TQghi6LMdNysYRq2wyFUfDoA0Cz76vDEiVt9luM0lUVFfuUmpbquZzKZ8vLyksyc2TrDQ+Qb3/iGYRgA8JWvfOUzWFFkeonB+PkwvbSSKe11fKaXPEpphyVL+zwK00veheklj8L0kkdhesm7ML3kUUo7LJleWukgXvKtbdv26oGXKyMVXZODhpZbnMFhRK2U2f3BzRPff3vWmm7vXMfzgoC59kjFcw2draGyrGVM6bnCwQYRu7W6m2Jby5P0wL4xsMnMMF/Y32juVAA8cs1k+tr7F0c/7H6+ft3BHVuStp4w1IUzupQbtiv7Ktrbn4F1tROpIWSqeEEOwbwu4hDl06Z4ZYy7NWFyPlTjBwRFkilf509M9WHXmVNM90omOaPxF0fdO5leX+vohvXbj2mrY1OTdznXfqBkAgJT3VxiXNzxqhkM2TMjwsKI7pVMCEDEJJzJ+S8m7Byy6n3AY4JoXjBzgi4Szo8kWRREnjddN6dbum1jhApbLs0PAEkCH1IkRRQIpTnDKnTGA6ACz2GERJ4LypJfEgGQ5TpAwXGJalp50xJ4rizo90uiS4ldJJkcl+RNSzUthJDIccWzddNxbo1Nv3OjJ6MbzeUxWViJD1uml7wL00sMxuMO00srmdJex2d6yaOUdliytM+jML3kXZhe8ihML3kUppe8C9NLHqW0w5LpJY+Aeamlef0r+15pqWi6PTOqZpOLveUQUFe1h873/fQ7b49mBlvXdMiyghCq9YcP1rQ+UdEAgIbzKUIpANiU79OrLsHa6Bb/0aNjfs6cGhSIu8QPcYg4udzNj67efufS3njLy3v2OBjG1MyCBnGBG7Eq7sQ6m46Im5vH8xNEy3DLJRMAh6iYN6Rb48L1cYP3oWr/fCVT/UxT8/aj+RpxdmaQe7BkInImz18cs3py3YH28fWdu47kqvjk9CBH3AdKJseEkWs8AW7Pa7qp0lyCKxrRfSSTgp3IVFq5nFYjfrdcAgAXk6yo67wtu7wAnMTzPkkQeU6z7IxmmI6zzDPxHPZLYsSn8By2bDdnmBndMB0HISRwHM9hnyQUXi1ULBFKDcfN6objkpAiRf0KodRy3IUPLHTVyxkWIaRgqhavjpDeqcS7N3uzulEfj/jElRXbTC95F6aXGIzHHaaXVjKlvY7P9JJHKe2wZGmfR2F6ybswveRRmF7yKEwveRemlzxKaYcl00ueAnFCXX37b+x7eWO8vjcznczMFBXTAFDTHb86cuLbPxpIdDWvbvf7gwAQlXzby+uP1K1ROH5ETZuuAwAE8LgZu2B38p3Ro89NhEV1epB3HbRMMoGh9ly4cfmH57ZFGr54+KgsSUP5lE3mRAgFNGHHuyKdFQcDW9tGzWk3l7q/ZOJVU7k1Ll4fs6IhKPcBzFUyJVqadzyTbY7OTvXxjr0omQABKpZM6Rx/YcyesG82bk50tuw6ki5HyekBntIHSiY9g/qv8DWryRMva4kRTs/johEtl0wcon5ihrtmJdXRV8cpogBgYyctaRRRnysiQIWWd35ZxAjlTTOZ122XFHsmhKBQzOQTBUCgmnbesLKG4bgEYyxwWBL4kCLLPOc4xKEUwVwxk2rZisDHAj6MUbFkopQatpPVDct1BYyLhVZBMr1zo2cina2Ph4PySskHmF7yLkwvMRiPO0wvrWRKex2f6SWPUtphydI+j8L0kndhesmjML3kUZhe8i5ML3mU0g5Lppe8COIqyuoPbDi4Zf2+tJ4ZnR5esjMQ2GTqxuSpb//kztjF+ra2cDACADLHr4tVP9/QWaEEJ/VcxjIKh8/Y4UtmO26PHX15ui6enR7mTR0XTxExomBpdy7e+Nn3TndEqv7smefDim80n9bdhW2Z0Iwd6Q51VB7y7X1i1E3ayUm+WDIVRoUR5TRLvjIaGJ7QqysgKEBBMjmNU/Wr9j4/2xBMTvbzjo0ozLmiuUomBADAIyJNp6Xzw7oYuFW9weyoferpUZ+tzg59gmRCiVFu4Kq4+TV39WZ9spef371pQTItOVrAxD+ZDfUnEvVx7OcxQpSCzlt50VQckaccFG28FFRkSmlWN5Kq7hLCYczNT2EKBxTKlRziaqadM8y8aRFCBY6TBF4RuIAsIYwsh8C8RsqZJkYo4pMlgbcclxYNzHbcnGHqlo0xKt54iVA6lEj/9EZv33SyJhKK+h/9sgzTS96F6SUG43GH6aWVTGmv4zO95FFKOyxZ2udRmF7yLkwveRSmlzwK00veheklj1LaYcn0kkexbdu0hMbVx5545mjn7hk9Pzw1hOi8lEAA4JJEd+L0d97tnThX09oaCcUAgEO4JRQ/Vt+xMV5jOM58vzs0a4cuqu2p2ro9z6fbqmcTo3PlPgtzRYwomHrP+Rsf/vC9tdV1//7oS63hshkjP7u4LROasqLX+LW+XZEnto/hrJWc4AFB8YcUJBMkDP+FwYiTzdVUgMABgEHELmvVVEPzrmdn6uTU9CDvFlUyLRQzAQB2XLFrKjA8OVHbdF1ZhzaWPb1/iKas5Pjik2eZZCIuGr7MTU/KO/8cxRV1ql+gZEEyLQchEPNW2e0pNebTowoFwAhRjqQElSDqc8QFa4YARJ4LyJJfFh1C0pqe1U2XUJ6b80zzxUyyTxQQBsNydMvOGIZm2ZSCIgoBWQopEoex7bqFvoWOSzTLtgkJSqIsCo5LKC3alokQ1bRyhkkBirdlogAT6dzJ231908nyoL8s+CjzOqaXvAvTSwzG4w7TSyuZ0l7HZ3rJo5R2WLK0z6MwveRdmF7yKEwveRSml7wL00sepbTDkuklj7I4ocOBWNWT2w6/vPlp4lh3pgbJ3FZGAACAXJLoSn7w7RO3B89UtDXEwxWFn5fLgT1VzfuqVgHAqJZxCAGArOu7oa0arVi17Tl1+9qJzCTOJedKdgpgoK6q3zh95dRP3l1VV/vF/Uc3ltVqjj1etC1T0g7dFjv4HfEn948GXMABZn8AACAASURBVH16iJ83RPNDAkCUugO50IVBvwJqTaygg3QiddstM80N+16cbAikpweFuWKjeyQTJAzl3KAI9kR18zVubWiXcnj3gDlD0lP84imWSiY7T/tOItQePvSneZy3ZoY/KSQ4h0S7ZkXDzDTGAAGlQBEYgmVINmdgES15yhWa5oUUWREE03ESeT1vFDwTx2EE88VMYZ/Mc5xLiGm7umXnDNNyXQ6hoCKFFFkSOIcQl8wVM5mOazqOxPOyKBBKSZFkIpTqlp3RTZcQgee4onnTRDr3Xlf/9ZHJkCLVREOfcIGfHkwveRemlxiMx50FvVRdXb1u3bqJIgpP9kc9wJ8D00veheklj1LaYcnSPo/C9JJ3YXrJozC95FGYXvIuTC95lNIOS6aXPMryCR0SQrFNm/a//MRzAkD32F3iOosHI0JTvZmP/vX9m8Ong03lldHaQhVOUJS3ltcfq++MisqYllUdCwqaR2voCazefNTYsWEiN4WyM0t2VMKIOlntyolL7793sqmp+vNPHDxYs1rA3LC6uC1TxgneQh3uhtiBQ6M+W58e4oGiZdsyUZvQrtmqnhF/TXk2NPeNphP5trl6qr76qRdGa/zZqX7BuV8lEyKU60sGuobMmuiUUnuVX9d6UN+7dSQzOqfE4B7JhAByPXb3WV/sCxUHDoynh3E++cDsDiPqn8jHx5Oz9XEqcYXPsJGbVQwESHFF3bJ5jiueS3MYK6IQ9skiz+mWnchrqmkRCjyHMUIIoYViJkKJ7RLLcfOmlTNMlxBFFKJ+RREFAtR25+6hQ4jluBghiecoguJKJgAwHTdrmKbjcBgLRWlqIq/9rHfoQv+oxPMN8chnPN9nesm7fHrrDLZtX79+fXx8vHix+p/+6Z9M04TPSi+hZf9+GAzGvfzDP/zDH//xHz/o1f/wH/7DX/zFX3yW4/llcRwnlUr5/f6SfExrmqaqajweL8kF01QqBQDRaPRRD+Th4zhOV1dXdXV1SS4Hl3ZYFtbx4/H4ox7Ip8LMzIyiKCW5wGEYRi6Xi0ajJbkyNTIyout6W1vbox7Ip8Ls7KwsyyUZlpZlZTKZcDhckvIsm81allWSX3MAMDs7K4piKPRo/nr3U0XTtL6+vqampmAw+KjH8vDJ5/O6rq/8P4/71UgkEjzPh8PhRz2Qh09hQhcMBktSnpV2WPb29vI839zc/KgH8vAhhCQSicdyncE1su+d/u63PnhD1/LLX6McV7M39tQfvbqldQ+CxfcSoBdmR3841n03l1j4oYTt3ZGutrFbH/+zMNUn3ttPzqF8pCP+/L997Yltu3XXfnf87o/H72Rso/iYGmVyp31h8nW975K8pI5pYUiAyjdE8i88ORice81xHACoD04f9J2bft24ecpPKSx/LwUKQBHwe8vHn9oBMidy5qHys9XXR079vwE9tyiZChst0aLTic+Wbf5ttezy2Hv/GDZynzQjJgGu99nOVNOSFQ/FESpyIWQhnsOm48oCj++xOIRSzbTzpmU4jsRxPkkMSAKHMaXUcRyMsWa5OdM0nTmZJHLYL4lBWSQAed3MGZZbtB6OAHiMCAWXknvvoMhzIVn0S+KyYdRGgs9taNvVUnfv8D4lUqnU6Ohoe3t7SWbObJ3hV+PFF188derUg15NJpOfwYoi00sMxs/nL//yL7/2ta896NVDhw69/vrrn+V4flmYXvIupa2X7ty5U1lZWZLrbqUdliWf9vl8vpKsNih5vWQYxurVqx/1QD4VZmdnFUUpybAsbb2Uy+VM0yzJrzkAmJ2dlSSpJAWMruv9/f2NjY0l6XRVVdU0rVTX8Zle8iilHZZ9fX08zzc2Nj7qgTx8HmO9NIerXTv79j998J38vZIJOFy1J7Tjd45tXbWXgyW596CWfneq71xydEFv8Nh9MtLd2nvz43+Rk+P8vYrIInxsQ9kzX3pxU/t2h7jnU+M/mOyZ1HPFx9T6JzaPXhj4bzQ1cZ9PKAyp8Uj92P5tQ67hui4AFCpgGgPD25KXev8ezY4KAPeXTBDics+25zY2A0BMmTmknJ/+R+Pu+cXH0b2Siavi4U+b95Xf6v3PMNr1SWmeCyizp6J3ZxstOi8GFFcDYV12CLVdymFku65PEO71OA4hmmXnTNslROI5nyBIHOI5rvCLsxw3b1ma6RQ64CEEssD7RVEReNW0s6bpuGTJ1QJCCBFK73f/kF8Sg5JYaMq3QFnAd6i9cV9rvcB96nP/dDo9Nja2evXqksyc2TrDrwCltKWlRdO0Bx0wOTlZWVn5cE96L0wvMRg/n+9+97uvvvoqAEQikZaWluKXKioq/uqv/mrLli2PaGi/EI7jJBKJYDBYqmlfLpcrLy8vyXX8ZDIJACXZS8FxnJs3b9bU1FRUVDzqsTx8Sjss0+l0CXchm5qa8vv9JbmkaBhGJpOJx+MlqZeGhoZ0XV+zZs2jHsinwvT0tM/nK8mwtCwrlUpFo9GSnCRns1nDMEryaw4ApqenZVku1eqlnp6eVatWleTV5fN5VVU/g4WGR8Ls7CzP85FI5FEP5OFTmNCFw+GS1EulHZY9PT0cxy1bRigNCCEzMzNsncHIXDv+3//ze/8yvVT3AABQhCt3B/d/6Tf2rntW5pbcpSk9/85I9/GxbtW2Cj8Rkb03dLPiSte5b0u5BDfXk2/howA5iK/aU/Pa//j5LW07CaVnpwe/1Xd1OJ8q/tgGeXjNpfO3v41NDc91uls6JD7It/7WhtvrWid0bWFSgJHb7rtd/8GtG9+VCr3yit9bWDUmFKSNvokXdpNwACPSEOzdcPPKpb8XLX3u/ix4qYVlZoIR93xl3Yuk4ieDl9/0fcLyMwWA1b7bz23LiwBFh/kdqUqLCIQDANslhm1TAEppQBK5pb8XCmDaTt40c4ZFCJEFPijLAXmu3ohQmjesrG5azlxPQ4xRQBL9skQJyeimbtlLP40WFszvLUtCCPySGPEpIr+kPV1YkY+uX/3cpjU+8VPsFZlMJoeHhzs7O0syc2brDL8ar7/++je/+U3Lsop/ePXq1YJFZtVLDMZK4a233nrllVcA4OWXX37zzTcf9XB+aZhe8i5ML3mU0g5LlvZ5FKaXvAvTSx6F6SWPwvSSd2F6yaOUdlgyveRRftkJnZm9furb/8+J/z6ZTS1fZaUIVezy7/risQPrXwjwS8orNcc+Odbz/aFbM8ZcAZSE7d2+W9GPbl/4nmzklisiCsjhhNqna1/9d7+7sXEHAFyYHvn2wLXezEzxx3biW5Wnbt76sUgJulcyUUDhZmHVH+y9UVEzri46MZHXdxkfZf5rYmy+2KhYcVEAoEBFxB2rmtqznQKWuPwe9FHy79JjtxezuHslk9gi0C+2bE9eu/I3gp7/pJuJQjj7u5tnaitU09Itp7BejSmuMIIRc7Hmw3ZczbIJUIyQXxL5ezxTVtU029UtGyGkiLxfWuxrZ9pOzjTzhkXI3PgEngtIoiTwmmXldLN4jZxQSgEoAHe/HZZkgQ/7ZL+0JIMNytKzG9qe3dgekD6VzJbpJe/yGa8zxGKxQjOkz0YvcV//+tc/7XMwGF6nu7v7jTfeAICOjo7Pfe5zj3o4vzSFnWAfly03Swtd1wHgM9iI77OHEDI9PR0MBkuy3VNphyXbctOjOI5jmqbP5ytJ61nopVCqsxFVVQVBKMmwdF3XMAxFUUpyg2LTNB3HKcmvOQBQVZXneUmSHvVAHj62bScSiWg0WpJXZ1mWbdslqasBQNM0jHFJCpjChE6W5ZL8G5HSDstEIoExLsm/F6SUaprG1hkK8FJl65YX9v/mWiVwd/xuxtQXX0IA2ojV/fbtS5ffSZclaqoaZW4uNxAw1x6peK6hozEYnTHUhKm5lBu0qoZrVm8/pq6OT433CK49J3kQAALgqJvvy3z81sdXJ8+Xt8c2VXYcrWvfGK/JWsa4li187AytGG3uXL87qcykszPcwjjQ/HiMtDtxerBytv+JJ9pnsaI7NgC4RBjCq8iu2PaW4VQXdSy8eAEAqGCbCJDufKSnFzUKmq9ygKwS9wQ2xIdmujhCFm8UQoDmT+emCDmdmGyqbfs84Qe0XOLBKZ9JhcsTZb48tLdEfLIs8IDAIm6eN3TO8rsSphgAOIxlgVcEgUMob1h507Icl8O4UM+EADgEQUUK+WSew6btZHUzoxum41AAWRT8khhSZJ7jHEJdQgihhu3kTQsBCimyJPKOS+Y76SGMEAJwKXEIRQgVB4NDiGpaOcOkACI/Z6Asx701Nn38Rm9GNxrLosrDrmTSdT2TyZSXl5dk5szWGR4i3/jGNwzDAICvfOUrn8GKItNLDMbPh+mllUxpr+MzveRRSjssWdrnUZhe8i5ML3kUppc8CtNL3oXpJY9S2mHJ9JJH+dUmdLxU2brl2P5X1vsDfWP9GVMrMi4A+rh998d3L1/+6VRsvKqy1j9fyYQRaghEj9S1b4zXGI4zpmYsyt+16sZrW3Y/m61VEpN9PHERhUXJhF0305X6+K2Pb2QuxFeHO2Nt+6tbNsVrM5Y+oeUAgAAaERry21Zt6hy3B0xDxVCoQCqSTOqYNXa8uwVP7tqzadwAw3UAQHWCvZHOpgNWjTWVGCx64BRJJjdD8cfTMTJmNseTbtVQzeqtOydIn6Zll6RzBckEAEDAvZ7PjmHxSzUtwvRUzwMDBlEgPfno2IC5poqTfYU2dLLAuTxJCirvcpK7OCQOY0UUCgVMecPMaIbpuBgBBsAYFyxUSJEDkogQ0iwnb1gZ3TQdByMUkKSwT/KJAsJgu4RScAjRLdu0XUXkFUGgCFyyIJkwRphQ6hB3bnem+TEQSnXLzuimS4jAcwXF5RDSO5V450bPRDrbEI8E5YeWTjC95F2YXmIwHneYXlrJlPY6PtNLHqW0w5KlfR6F6SXvwvSSR2F6yaMwveRdmF7yKKUdlkwveZRfZ0LHSxUtW549+Nr2SGxopCdpaIsvIQB93Bn48dC1q++NhPoi5bGoWL7warkc2FPVvL+6BQCG8inV5e/YDbPNzTufzpSh1FQ/R+mcZAIADIBsN3UtdeGH52/kLsVawh2x1v3VrTsrGg3XHs6nKYBFhMFgq7i3ojM+mrlLXAcBAC3eWonQdI86cera+hpzy+aNI6plERcApqBqZk3rlvWj5l3T1HDxBRT8FgJwB6zgtUF/Q14LVfULbYG9gQ7f8MwdTOkSqbZQxuRMu/qHefWpyo07crM3oDCYe0EAZMb1XxsSWsEIliEEAs/5JDHkkxy/E45Kflc2Laf4LXOeSZYwQqppZ3TDdglCSOC4hVfDPlkReUppwTNlDcNyXIHDIZ8SLhQzUVLwSbZDTMdFCCmSwGHsEAIACAFGCGMMlBbKm5YVM5mOmzVM03E4jAvnJZQOJdI/vXl3Ip2tjYZCykP4bmJ6ybswvcRgPO4wvbSSKe11fKaXPEpphyVL+zwK00veheklj8L0kkdhesm7ML3kUUo7LJle8ii//oSOE2JNGw4ffG1HJDY4ulwyUX3cGXlnrPv6h/2BO4Eyf1yqXtggKShIW8vqjta3h0RpVM0kLdRDGrWO2l37kgEjnxjhFvcHQoCBgu4kLyUv/OT8Df1itCWwOty6q7L5YE0rBRjIJQmleeobrG6veZJv5CaSA2hR/8wXJLk6nbqQzF65smOzf1PL2oGcZhPiUH4w0BrYF2lXhmd7EMy/q7iIytXAPZcrzwyg1fwUahxpbN+yaczoNixtyXQDzW/jRG0wz+lZTm79kkj7dC39wPSP6hTOJSLSpNlcQehcgPEcNjlHjKPPb9ncFitPa0bOMIvPwnPYJwoyz/Ec1iwnqeqGbSMAnuMQAoHj/JIY9skCzxEy75l0w3ZdWeDjAX+hmMlyCAAQSm3HdVwicJzAcXPt8gAwQoUSJZcSd76H3kKI2C7JG5ZqWQBI5HmEgFI6lEi/e/Nu33SyKhyMBX6tSTTTS96F6SUG43GH6aWVTGmv4zO95FFKOyxZ2udRmF7yLkwveRSmlzwK00veheklj1LaYcn0kkd5WBM6LESbNhw++Fs7K6rGx+/OqLnFlxBQbdwZPT7Rc+ns3cANMS6US7UYzSXqEsd3RCqfq++o8YXHteyYDt14FWwq3/3ENCSMzDRX/EEYUdCcxIXk5ZOXb9PLgQapKdC8rbzhYE0roXQon3IpSXDxsdaOtu26bzqZn11SkFT4DzNJRk6MGyPXdu6KrqpYPZhTXUozNDjcuKZzlyqNptTk4rsWJBNGYI0R4dxMPDZu1wV7xA3Rvf4GayQ5uDy1W+iVZ4266WtO7IuhWjE/0//AZxqi4PYYsdkh2imbOATz+s1wnUup0VhU+erBg/vamsuCfstxk+ribleEEIHn/ZIYVCQeY9WyEnnNcBxKqcBxGCGJ54OyFJRFjuMs1zUsJ29aGd0glAYkKR70FRczEUpdQgBB8RxqXjIhl1CXEDqn0OZG6BKqWXbOMAkhAs9hhCjARDp38nbf9ZHJkCLVREM/L3DuD9NL3oXpJQbjcYfppZVMaa/jM73kUUo7LFna51GYXvIuTC95FKaXPArTS96F6SWPUtphyfSSR3m4EzrMR+o7D+37zZ2V1RNjfcslkz7ljr873X/54h3/ZRyDcqmWQ3P/0jHCzcHYsfqOjfGarGV0ZcltodW/K7Z785Q+YefnfU9B9mBEadae/lny1sdXepXrSoXQ6G/eVt5wpK5d5viBfNJ0yYRcndu2qrNl2hnSi7eGmpdMVB1xRo8PcfTOwX311f6GobzqUhgTa90najdUjKR7SXFTu8XNnGxqXzPDgxPKmtyMUj+5eu2W9tFcl+lYy+cdhV55rgbpDxzaLm44ak1fQ8R9YKM8Z4JIVyYDHaoRiBO6+AAczKc+nBzYUFG9f9WqQ50t+9c0V4QCuu2kVN11XYxxoaiI57BPFEM+CQPSLHs2rxm2QyjwHOY5Thb4sCIXipZMx7VsN29YOdPiMY74lJAiLRQzAQClFAAoUASo0ByvIJkK/9clhCwtZqKUGraT1U3bdQVublumRF77We9QQTJVR4K/bHQxveRdmF5iMB53mF5ayZT2Oj7TSx6ltMOSpX0ehekl78L0kkdhesmjML3kXZhe8iilHZZML3mUT2NCh/lIXefB/a/tq6yaGu+fVrNQEDRQ2JNpyp06keg7d7lbvMRX4LhUzaPFG1suB/ZVt+ysaKQAV1LOdWl1eG9ke9tEbtg1ckva1mFE3YQ9cXL29uVrfZEbcpSv9TVsiNUea+iIiEp/LplzYDBYz+2ubA9PZe66lCwdJQJwIXPLGD1xV4oOHtnZEhdrh/JZlUgDle0Nu/hYejI7uWQ2MSeZENizlP4sVy6NQ6t7J7ilYo+vIjWRmbjP1AMhAAp6L01NcJ3/A3UGXC3zwBkK1YGey8Uj47TZbzqLDwrVsU6N9yVNfX2sOqzIbVVlhzpbjqxrjYoc5viEqhO6cHuRwBc64ykcQpplJ/KaZtoEKM9hked8ohjxKRLPUaCW7Zq2kzNM3bZFno/4FUngHUIIWbRpAEABESALkgkjRCgteKZlxUyW42Z107AdDiGB52BeMl0cHPNLYm0s/IvHGNNL3oXpJQbjcYfppZVMaa/jM73kUUo7LFna51GYXvIuTC95FKaXPArTS96F6SWPUtphyfSSR/n0JnSYC9Z17t//2oG6xsT43Uk1A8WSyZwlM++n+s5dvi1ccMusuFgl4sVnWkRStpfXH6lbo3D85ZRz3d9S97RvU9NkZpia6pJxYkSdaWv8+OydOzf7Ylf5AKpRGjoiVc/Wd0REuT8zO+vyYw3t1U9KNc5UevieUSJwdZo8p05dvBNonjiysc2Hy0fU3DQfS29q7WyZNXp121hyRlqoTCJgdjvylVRk1XS6KjazdsOmurF0l1Nc87RwsQjAzsLkGVz9IoqHrOTwg59vBKybdmhmUtpkmBAldDFv7MvOnpseaouUxyQfAIgcFxO5A50tL2xdWxcLAYXZvFpoc1c46ZxnUhSMQLOchKrqpk0o5TCWBT4gS0FF4jByCHVcYtpO3rAcQgKSGFJkjkOFYiaEEEKAECKUEAoUACPEY4wRUABKaUE1QVExk+OSvGnlDJMCiByHEEprxsd9Ix/eGaQAzeUxDv/8SGN6ybswvcRgPO4wvbSSKe11fKaXPEpphyVL+zwK00veheklj8L0kkdhesm7ML3kUUo7LJle8iif9oQOc4Gatif3v3qwtnF24u5kPrP4UkEyzb6fGT5//SY5b5RnI2KFwi3+A5E5fl2s+oXGtTW+8OU0uhhobDnMra+dnO1Dy5QPRsQaNSfeSQyMdvXHr4LsVisNndHqJ0M1VXJwytaGqG9yTXvLBlMcT+npe64UgZkgM6cymZE74fXpp1Y1S6hiMKeNRBsjT4Yb0Xhq4H7XhsDNU+sjK5JNCuvyA9VryjeHA2NTavI+dxIBAIXUNYSjaOPL5uR1/hMa5dnjRLiWjmxIuEHFchfzq6xtnBzrMVx3XbQSASqEpV+Rm8qie9oaX9jUsboyzmE0k1Ntd65WCyEQeT4gi2FFRnP1THrOMB1COISCshRW5IAkYoRslzguMWxHNS2X0IAkyoJAgBJCEQBGCCNEKTiEkHnJxCFEAdH7FTMRSnXLzuimS4jAcxzGqmldHZ44ceuu6TjN5THhE1Nippe8C9NLDMbjDtNLK5nSXsdnesmjlHZYsrTPozC95F2YXvIoTC95FKaXvAvTSx6ltMOS6SWP8tlM6BDnr2l7ct9rhxpbE9MDk9lk0UsAxixJnsmNX+zqohcy8ZmQEAvwkYUDOISbg7Fn6tesCpZ1qf4z/prVT+P22NTMXew6Sz4HUaL3m+PvzA5O9g7Er4LkhiDe7C/7zbYtraGyUS3bJYTVnava61Nmv+6Y9xlnfsiZPZ5QzYHyDbmDtascN3zHQBOt7e0bdG4opefud4sQWMMu/liLlaXzHYK2ec2ayHSimyzvxTc/SG0Kj98U1n/eNiepkX/gbIXkwfqZHgnPSm22YUcozCWQFKArPXVuergtXC45tDgsOYxroqEnWupf2NTRXl0uCXxC1Ux77h4hhCSeD8hS2CdjjA3LSWl6YcMkDqOgIkX8siQIFMBxXUKo6bim43AI+SSRw7hQF4UR4jBCCLmEFroN8hzCCAMgCvS+xUym42YN03JcDiOB40zHuTU2feLmXct1G+IR6QGPeqaXvAvTSwzG4w7TSyuZ0l7HZ3rJo5R2WLK0z6MwveRdmF7yKEwveRSml7wL00sepbTDkuklj/JZTugQ9le17HnylSONramZofFsYr5Z3qJkyk9futsNl2YiwzIXiIhlCzsAIYRq/eGDNa3bK5r6zciZcPnap50G3+xUH7dM5CBC9F5j/HhyMNE3Vnvd4a3aQHNjsOxIXXtLsGxMN64HyqS9FS3B6ey9GzIBEJdmb5mZMzNGYKS+wzhY3a45/mtcCHbVtgUmsncdcj9v5JrUuGxHxvPcWm2yvaZ2vYL6MsZ9dRQAdWDyCle/y41X2cmRBz7rEAHrhhNIZwJb0w74bHdxWpqxjJPjd13XXVdWIwrLM2eMUXUkuK259vlNazY2VIcVOaMbecNauJMSzwdlKaRIPIcN20nrRkYzDdvhMAr75KhfEXiOUnAIJYRajuu4hMNI5HkASikgQBxGHMIUqONSArRQzIQAKCCA+xQz2a6bNyzVtACQyHO2S26PTf/4Wk9C1RrjEZ+0/BKYXvIuTC8xGI87TC+tZEp7HZ/pJY9S2mHJ0j6PwvSSd2F6yaMwveRRmF7yLkwveZTSDkumlzzKZz+hQ1iuatn15CtHGlfnZ0bGsgmgRXsyGbMkdUadOTswQK+PRe8KWIxLVQuSCQCikm9XZdNTtR0zuO6jssj6g7kKSM0McIuqqvBRjqvf0aZOZCbM0YGKyw4yK+T6xkDZ4dq2jfGaCRudj5VX7RQqjdn0KCy7cgpg52nirKbdmtJrx5sb7APVa8d037WK2trtXHBqRk3cv/2dPkGc00ZcMfNbEb+nqo5kk30PvA/Jfs510PpnjelejpAHNsqzhgl3RQ1uzApRW7ciAHh+kPR2ZvpGZmpdrDok3v/rACFUFvRvqK96dkP7tqbakCLlDCurz9Vt4UXPJHMcMh03Z1gZ3dAth+dwWJEjPonjOJu4hFBKwSWEUsAIcRx2KUWoUMyEAVDBJyGEOIwRQpQC3G9nJpdQzbJzhkUIEXgOAPqnk+/c6J1IZ2uiobCyeBVML3kXppcYjMcdppdWMqW9js/0kkcp7bBkaZ9HYXrJuzC95FGYXvIoTC95F6aXPEpphyXTSx7lUU3oEJYrW3Y8+cqRxtbc7Mh4ZqlkMtM0eVZLfjw6DLcHw1084uNSNUaLub3CC+ti1Yfr1qeElqu14TW7UyE9mxzhYallQpar3dQSp1MTZLQ/etFBVqVcX6WE91W3PFHRMAz+S42Vq9bqwnhGz9zn+vVpMnsiZ45Nq6smOmrQwcptt0lodH1lZ0NS7dFd6z7XRR1Qb1nyDVNox8mdocbVonVHt/T73wQzj8e7hE3P6XoaDPWBKaKbA/uMGYznA205zYoROvd4JISkbOPEeC+PcXu44pN/g1G/sr6u6pn1bQfWNNdFwwAwk1ML7gcjJAt8SJGCsshznOW4edPO6oZq2RxGYVkKygrC4LiEAlAAQimCgkICSoHDiOMwRohQSiihFDBGCCE6dwgsK2ailBq2k9UN2yU8hzFCQ4n0uzfv9k0nK0KBeMAHTC95GaaXGIzHHaaXVjKlvY7P9JJHKe2wZGmfR2F6ybswveRRmF7yKEwveRemlzxKaYcl00se5dFO6BCSK1t2PPmbz7euNWaGRtKzc3UvMCeZSPKslvp4Yozr7g/dELBYLtcWVzIJmGuPVByu24Qjm3pbIk2bJ8RUPj2Fl10J0dzsCkNbXgAAIABJREFUpXzio8ykODoYvurjA3GpOib59lQ176xsGlTiPesiLVVJa0C3zeV3gVLIDznpk2nHnc02jjxdv2pbxRMfiiFhh1BjTaWHl1c+FbDSVD+tl9lubo8sPxkvz+VSDzgSACbuCFWrnXClm5l68HPPBfOKLSW04NacTiIuEQGAEIIxJgDXEuM3khProtUB4ed/ofslsaUi9mRb0zPr21oqYgKHZ/Oa7boAgDFe9Ew857hEs5y8aWm2xXM45JMCsggI2S4BAASo8LugqCCcEI8LXgkIIZRShJbE1LJiJgCwHDenm5plIwQiz02kc+/d7uuemIkFlJDAMb3kUZheYjAed5heWsmU9jo+00sepbTDkqV9HoXpJe/C9JJHYXrJozC95F2YXvIopR2WTC95lBUxoUNCWeOWPa8817rWmB0ezszOFcZAoTtcmiTPaumzkyPkznisLyTGwsKSTLiwLdO+mvWx2j3JDZGajgGY0bOzyyWTk3XSZ3PJy+lhX28iNFQh1/m4YERUdlU27anuGK9omNwATfJkpp/Qe1rVuRZN3zC1j5KZ0AhUJ/9w9eHySOe52mhdS8Ltz5vafe4dpZC/a3Pn9XAbnz5UXV9H1S7zvgVPAJCe5G0db3xKnRoQ790Oau4yAewRItzMhTdlDCnsELmglwq/uBlDfW+8NyhIraFfdJog8lx9LPxES/2LWzqWbdG0zDO5hOq2o5m2atkcQgFZUkSBAhQa4iEo1CqBSwgAYIR4jivcgflSsiW3Z1kxk0uIZtpZw6SUijw/k1NPdw9cHpoA113X3FCS3wVsneEhwvQSg7HiYHppJbMi0r5PDaaXPEpphyVL+zwK00veheklj8L0kkdhesm7ML3kUUo7LJle8igraEI3L5nWbCGpsaHk5FLJlKGp89rsz4YH3MvT8dGIVB7ko8s+ICb5tlR01q06bGwLVrT2myOmmsLFl4UA7ISdOp2dvjHaE7pmh9UqpYlHQkAQt5bV7W7YMt7Ulu/IRDPT2cn73A4zRxMfqmrX6GDZjcba2L9Z/ZxTtaZ3Ha7nR1O9LtyvPMlSafpDPZZU4XAFv6M8MJHKz9y/jMk20USfsH6vqmY4y3jgLMbJgP0zI1Y3Q2r9uulb0EsAYBNyYWakJzOzPlrl43+JdLp4i6bdrQ1lQb/luElVh3s8EyHUdFzDsg3b4TBSREHieUIppbSwDxOat0eFfZgwwgvlaJTO3aHCcJcVMxV1zHMFjsvqxo2JxLnBcUCouTzGLXeF3oatMzxEmF5iMFYcTC+tZFZQ2vcpwPSSRyntsGRpn0dhesm7ML3kUZhe8ihML3kXppc8SmmHJdNLHmXFTeiQEKvduPPF59ZscTMTQ4mJpZIpS5Pn9OkzA332hVxltkyukbnl6UdAkDrjnWvWvCg/GQlV3s4O2oa6xE4gAHPKmTmRGe7q7QvfCMfDcakaAZI5YVO85onWXZnNHW79KBpO6VmMlm7mBADqJJk9kU2M3xytHdxbt+35VQdSrWuM1mlxbEZN3ed4AMgNu9r7mbJ6V/ydjeXhbPa25br3u90UTQ2KFXVWtNLNzD74GeiAedEOG1PcOk53owgtmfJMaNlT4321gXCdP/zgu/xAQoq8prr8UGfL0fWrG+IRDuPZnOYQstwzUWq5xHJcy3ERQpLA8Rx2CQFAGCGMMVBwCaEwp50AEFBa6KZXKFxauPwlxUyALMfN6qZuOwiAALo2PHHy9l3TdprLY0KpZNFsneEhwvQSg7HiYHppJbPi0r6HCtNLHqW0w5KlfR6F6SXvwvSSR2F6yaMwveRdmF7yKKUdlkwveZQVOqFDfKx24xMvvLhmC2jJwZnReyTTeW3oZHe38ZFdZ1fKdQJe/kUmYK450lZbfyC2PxSJ98z2OZaBlkomao7bE8dnb3VfnqoeqInX+/kwAEgcvy5as33tQXNXk8vf0fp0x75nQyYCmT5n4qejg8ZHQov8VM2uHW3789vrOeFWttdynfvcSmLR1CWD65kof6kjsruS9k9p6fu7qGySdyy8dkd+akS8b0VU4SbYAyRwZ1Za72hCxbLDTOKcmRwwXXdDrPpX/rVKAt9UFt3V2vD8pjWrK+M+SUipumE793ommxDHJY5LEMICjzBCZL6YCSNU6KEHCDDGCBAgioAiAAoIijzTsmImlxDdclTLBgSE0tvj0ydv9VmO2xCPSN7/dmDrDA8RppcYjBUH00srmRWa9j0kmF7yKKUdlizt8yhML3kXppc8CtNLHoXpJe/C9JJHKe2wZHrJo6zoCR3iYrXrtx97qWOrqCYHZkbJQqc1ALBVmrqo9f30Rrf+IWrgKpUGDi1/bpiGWelftWvv77UeDXDcrcm7ZJkrQkDNEXPwRyNX+s9YjbmG6GoeiwAgYK4j1rBr9/P+vVEzfyvZ59xrelwLEleMvlOXRvxXW1rX7ajYsHHHc84Gog/fyU2h+6ojbYZOn5gMx/XN//4VTAZmu+z7XrdtoqlRcd12TctxlvngRnlpis+l4g3JfLyawvIMsys91Z9LbCtvEPCvlXxyGNdEQ1ubap/btGZ7c13Mr+i2k1L1ez2TQwghBUVECxMxCsAhzGGMABFCKdCFvZoAACEoGKZizzRXzEQLL4Nu2VnDdAmlFLomZo7f6M3oRkM84hM9/I+RrTM8RJheYjBWHEwvrWRWdNr3a8P0kkcp7bBkaZ9HYXrJuzC95FGYXvIoTC95F6aXPEpphyXTSx7FAxM6hGO1nduPvdi5TVQTg9OjDi0yN45KkxfVnuNXutLv803+Kn8DLmoWN7fO4PPFg+0bd//m+qOKbd2euEuou/QMhBr9ZvcP7lyeOB1YHawJNRVkB4fwqrLVO5962bfZzYzeyUzCvdLIzMLY+4nbV4+TZrutasP6+s2bjh01Iz3Tt2Zt8z73lLqQvGmOnbnV8cr2tsONszdHjPz9G+VNj4nl1XYw7OQyD3oeImqDfUmroCPqqhqClsfnuJa9PDu6uaw2IDyEL3qEUNSvrK2tPLy2df+a5opQwCU0kdcQQss8k0sLWy3NeSNKASHgOcwhBAALJUoACCGE5jdmWtiaqeCb6HwxEwAybSdjGKbjUAqDs6l3bvRMpLN1sXBI8WQCw9YZHiJMLzEYKw6ml1YyHkj7fg2YXvIopR2WLO3zKEwveRemlzwK00sehekl78L0kkcp7bBkesmjeGZCh3C0pnP7cy9uetKnpQamhh1KF02PrdLEFbXr+IWezCnfqniFv77gh5auM+BwqGPLvle2Hpby2a6JPrJcFTk036Vd/v75G+mPW9a1h6Ro4ccY4Za6jfteekWqnfz/2bvv+DiKsw/gz+zu9aa7U7dkSZYl94rBYEPAAUwxoZcEAgmE3oNpoQQ7hLxAwGC66SahF1MMptqYADau2JYsq/d+vezdbZl5/zhJlmQ5lEiWtDzfP/yR7/ZOs3uju9353TPTUtYYjwwwY12khZW+v7us6ZO8mVMybTkzZxwz44QJXs+2jioZBipjksOs9otGWfGfe/cVieju1gppwKMfDggAMHGG2NmsY/ufKE+qUVw1NVKxSzH0PxkLSLEvW6vHO1IzTLYBH/7zWA364szUIycWHD+9uDDdpeO5znBUZWzfnIl0JUlAgVFGCCECzxMgjLGuI8MBYVxy5aXuaqbuHeu7MpOi0khcEiWZUtYaiHxWUlnd4ctw2NzWUXbBjuMMgwjjJYRGnJ54afz48SeccEK8F8bYyD+Xwnhp9MJ4aZTSdrfE075RCuOl0QvjpVEK46VRCuOl0QvjpVFK290S46VRarRd0HH29IkHHXfKzCNsor+6X8ikiKxze7RkzYaq0PqU8WNSTVkDjDMQzuacPOfokw89FqKRypbq3k8AAAASC+wIfP3+Z9XSnqlTZ+uFro9IQviiifN+fc5CRaho2u1R953WjoKvPL5x1WetiR3TZv8qxZ5z6LGnZU2J1ZdUiKEBEiYACNYlvv/ku+knHTr/pHHV2+qk2ADbSAmus1VXNE2MhnhF2e/VjewH8/ZGYy4TnWn9n4GqX7VW63h+UkrG/h7+s+kFPtflmFuYe8rsyTPGZpn0Ol80llDUfXMmDghHCAColFFgPE94jiOEMMaAJKucoHvavD4hE+m1MhMDoIzFJDkcT6iUeiLiurKanY1tdpMh22kf9L0bIjjO8LOFQiFRFHsPVi9fvvxAxktknzcMhFB///73v88///wB79LpdI899tgFF1xwgJv0kyiK4vV6bTabJt+mRVEMh8NpaWmaHDD1+XwAoMmrEUVRdu/enZWVlZbW/zxPA7TdLQOBgIbH8dvb2y0WiyYHOOLxeDAYdLvdmhyZamhoiMViEyZMGO6GDImOjg6z2azJbilJkt/vdzqdmgzPQqFQPB5PT08f7oYMiY6ODqPRaLePmjGLH08Uxaqqqvz8fE3uXSQSiUajGRmDP5Q2Eng8HkEQUlJShrshgy95QedwODQZnmm7W1ZWVgqCUFBQMNwNGXyU0s7OThxnGHEYba1Y9+kLb25fH6SMsr5FQgYHV3Rq9hEn/z7TlL/fcQYWaat4+4NnP97xFR2wxsg4hp/zh6PPPvmi3hPuAUCoo+Sdpx7busbH6MBPnFLIn3L97w8+ZBEAKInOD569f/2rDYq833HpnIOt51593gcr/lX2rbi/bfKK4nKMtDT9t2+EMAL8wrTWBYcNWOm0MLv4oqI5PBnyF7rZH9rW0LqtvrWy3ZscjVdUGpVkUZKTE9wxxigDyigAcIQAA8pY8hWkjJFecdPeJyV7/8MRwnEcRwghYNHrHWaDnufzU1OOn1o0v2gsN+KDUhxn+HmuvPLKF154YX/3+nw+p9M56L+0H4yXEPphS5YsWbp06f7uPfLII5O1TSOWoih+v99isWj1tC8ajbrd7tF32vcj+P1+ADgAHwYHnqIo5eXlGRkZmjx70Ha3TJaJuN3u4W7IkOjs7DSbzZqsNojH4+Fw2Ol0ajJeamxsjMfjRUVFw92QIeHxeEwmkya7pSRJwWDQ4XBoMl4Kh8OJREKTH3MA4PF4DAaDzTaYU8qMELFYrKamJi8vT5OZbjQaFUVRk1/uAQCv1ysIgsPhGO6GDL7kBZ3NZtNkvKTtblldXS0IQl5e3nA3ZPBRSr1eL44zjFCM+urX/+eND7etC6u0f9qjd5CCE3MWnXOFy7TfvzsOgm2lr33w/OaaXQMtgQTA5RgP/90pxx97TL+7Wso/e+/xd5r2KAM/L4GseannXnmTK80FAJ7a/7z58CtNZfvZGIAzcgsuWWjlWtY8vUuKDTyCbUtRs8YmKnaYYP8JCgOgU2wd58xnwgAV80VW19XjD7ULB+h0NByXSls9Wxvaytq8sqoCgEppVFJEWZYUCowxBpQxlTEAxgEBAjS5FBNjrFfA1Gdve+VMfDJkAjDoeJvBYNYL6TbLUcVjjyzKFUZwf8Zxhp+BMZaXlydJ0v42aGtrOwDf3sB4CaEf9sYbbySXXNLpdP2uM2022+OPP3788ccPU9N+FKxeGr20Xb1UWlqanZ2tyStJbXdL/FbRKKXt6qX6+vpYLDZx4sThbsiQwOqlUQqrl0YpURQrKysLCgo0uXfaLhPB6qVRStvdsqKiQhCEcePGDXdDBh9WL40GrHXPFx8+98r364Mq7T/8q0/hZ/9p7plnXmLR7T+Vp507vnjm3RWbW2sHSG4kxpkOybj6rzdOyu5bn8eU7z57ZtXDnwfa9zPmbOFPvOO8kxeeCgCMxr98Z9n7j22OhQcOhyiQ3GPHX3b5Sc8veaRulzrgNhzHJswUa/eY4uJ+Xy8GQIvM/j8eSXUDnHa6DeZbZ/y60HZAs42EopQ0tW9vaN1S2xwQ49BdzxRNSAlFAQYUGFVpsgaNADBgXT90H1e2/5ApWczEEyLwnM1osJsMGXbrCdOLj548zjAirwdxnOHnuffeex955BFF6ZPRBgKBZOKD1UsIjRSrVq06/fTTAeC000575513hrs5PxnGS6OXtuOlkpKS7OxsTY67abtb4mnfKIXx0uiF8dIohfHSKCWKYkVFxbhx4zS5d9oex8d4aZTSdresqKjgeb6wsHC4GzL4MF4aPVhr+Rern/vXls8DLFkFAwBdcQWxTzYdfeMpx8w8Tc/t9+1FlRq2rHls1Yo9nuZ9nhogYdWPueyQ68+8LMvcJ6aSxM5Vz/9t/b/rpNgAuZEKxHVy7i1/uSfd7ACAYPvOF++7Z9cXA62zBMAAjFPtf152e8l7T33yTI0sDRxE5RfH4hLfVrffs0oGwMbrAxcuUPUDrEZj5IXrpv5qXkb+/h4+dChjdZ3+rXXN31Y1NPmCAKCoalSSI3EpoajAmEoZpYwCA2BAAChhyZ8BAEjPC7pXd85ECOEISdYz2Yx6u8notppPmF58wowJVsPIOv3GcYZB5HK5kpMhHZh4iV+yZMlQ/w6ERrs9e/Ykp7+bNGlSsoxpdEmuBItLbo5GAyy5qRWU0o6ODpvNpsnpnrTdLXHJzVFKUZREImE2mzVxkdxfci4FrV6NRKNRnU6nyW6pqmo8HjeZTDw/wEQlo10ikVAURZMfcwAQjUYFQTAY/ttSB6OULMter9fpdGpy7yRJkmVZk3E1AIiiyHGcJgOY5AWd0WjU5HdEtN0tvV4vx3Ga/L4gY0wURRxnGA2ILXXcQceeNufozIh/T2tdIlloQAAIgNQpl3+0u8T7panYkmkZyw20BBHHO3ImHnvUGYfqLWVNlYHecREBECQ1tKH5i9ovytOkImeeVdf16cnrLFMPOXHu8RObW77z1vef/o4DiJcHv9nyUXOBYXp6kdmWdejCM5x5npod1ZLY/5gTALUjsXHdOtdZJ/32jFkV274XgwO8LgGvjgM2dkbC1zxwnyQAxKea6+pj09OZ0P/DQmH02/a6hKpOd2Ud4NedEOK0mKaMyTh+WvGREwvS7VbGIBxP2IwGm1EvCDxLriDFJeuWSFewREhyPkDSvXf75kwMgDGmUkoZkxQ1nEiEYok9LR1rd9cEY/G8VKdJP1L+fnGcYRDdd9998XgcAG655ZYDMKKI8RJCPwzjpZFMW6d9/WG8NEppu1viad8ohfHS6IXx0iiF8dIohfHS6IXx0iil7W6J8dIopckLOpur4KCFpx18dGrEv72ttteCTJQFSsWytVuqbNutWbY04xgCA+w1JziLZp34q9OKCdnQXKX0LiHigUFt3LO5fK15ayPhC+1ZZqGrV5jtWfNOOCt3tthatTvk6XMZQgDUdrXtPzs+sewwpOQU2NPyig494oz5vsiXLWUysP5toCHWuH5XSSG9/Iabpdi3LWWJfbdJxLlQuzDtxFiwmVfk/bx2fmquaoxPtzPdAEtIlgXaq8Peg9NyddzwnJ1aDfrizNQjJxYcP70415WiE/hwPGHW62xGPUcIZYzjCE/I3p6ZXIepazUmRrqLmQD6v4qUMcqYrKpRSQ7G4pXtni92V7cFwrluh804/Oc8OM4wiDBeQmjEwXhpJNPkaV8PjJdGKW13SzztG6UwXhq9MF4apTBeGqUwXhq9MF4apbTdLTFeGqU0fEFndRUWzDlyxjyxtao+4Om6kQAoYdr2pbe2cmtTbpXV4nDpB56vUmfMnjT3lEOOD3oaKtob915WEAAurCrfBj1q2af68qYoX2hzm4Wu09esMbPnnfJrol9bs12itM8hZTGmbvTW6jet5YK5ljHZ9jEH/erMzBkVtVubYpF9LlsklviufbNhe9oJ5x97mFi7tTWxz2JLlJL2Ct2EYxJEptHgfs4wg8xa1RadpgfdAPOGtYihLZ2Ns1NzeiqxhoVBEPJTnYeNH/ubWZOm5KTbTMaQGGOq4rRadLrkfhGOI4QBAElWpDHo6a99VmXq+amnmElRaUxSgrFEbadvXVlNayCc4bA5LcM59ITjDIMI4yWERhyMl0YyDZ/2AcZLo5a2uyWe9o1SGC+NXhgvjVIYL41SGC+NXhgvjVLa7pYYL41S2r6gi8Uki3vGMb89LiWlrPL7oCJ33U4AxEa59dOWhsT2juwmpyHNJgy0agsRzPZDDjl2alrmpoptcs/DAYBnjJYluPLOzvyq9zsb2kRaaHebBB0A8Lxt4kGnFcysr9zcGI/0PaoqSNsSQqT6S1dVeYCOd2RMKFg44xhz7Y6t/o59rlxUkLfG/EpJ6eTJ556S37i5RgwN8Bp1VgljD5aMehryDPy2yULMXtmZmCnJfOq+UwIGpfi61urx9tRM8wAVTgcYz5EMu3VWXvYRBVljjdy4nGzCcZQxm0GnE3gAwgjhCWHACADhknPkEbJP9RL0zZkoYyqlcVkJxuIV7Z4Pd5S/vbnkyz01u5raWwMhvxiTVWoQeL1wgM7ScZxhEB3geEmDpyYIIYQQQgghhBBCCCGEBsTpsn913kPTF3z1zvIV330iMlCTtytRWveiP7Lxi6ZL9xRMmH5E2skufeYAj9fNOOz054pnPPX839ZX7gQGLFlAwwFAtSzf3W47O7JjftP6b0qOzJz6u8KZToMZgJ9yyG23vbTu6duWV2yljO19MgIQWSub60obLu28MbD7mKz5Z4076YanCl+4685tX7DeWwIAYSz2btTqW/fMOeMXLDmi5sH/1O8e4PtzZZ+bxh8cz5+eqNs58PdF1GbqfrzGf0UiZJxm4PpvE5ETS7d98vuig07Pn/4jD+kBkG41HTV58u/mzeoIRbbUNm+pa97d3BGXlWhCiiakuCxTBiqjtHt9LcIY9Joub++BZMAACGMUGKiQUFQA6ACo9fg3VDUQQgSe0/G8XuDtJkO63ZrjdIxLcxakuXJdjmyn3ajDQAHthb0BIYQQQgghhBBCCCGEfllSsn910b1zD1n47KsPrPO0KgwoABBg3j2q98bGyImexrMrpmYddrDzWItg7/9gYnaPv2HxM0eufWnZqqejkkwBoCtkitPES2H97kT6Bb7Nvpb1bRXHZE88s2C602B2ZCy48akp7z7+l09e8qi0T3QUq2HCPe0Zl0f/o2v/oqXsrILZl97/7LuPLv50ZZD2SaOAAES/Uqy+8m8uyU6/8qCiF7ZVbSP9UigAqNpszJuSyJser99pGKiYB9Q25ny0WXeN1KKbatf130GVsZUVW1qiocsnHSYM01JM+5Nut544Y8KJMybEZaWkqW1DVcPWupagGItKciQuxWVFpVSljBHoPixs3yPA+v7EoPv1A6aoNA4KAHgjYl2nfxM0cQQ4jtPxnI7nrUZ9psOW53YUZaaOT3dnOmxjXHaDFutr0Y+BLzxCCCGEEEIIIYQQQgj98hDD1KOvuuuw33z63IMfv9QoyRSAAgBQ1rBa9G6uVC7xl8/aOj3l8NnOBQau/0RbnOGgYy5+etLcR59b8l1TDU2WyjAGHICyRVIqfJaLEtZpnWvbvJ83VxwzpviscTNS9OmnXfdUwaQHV969MRqhrCfUAFDCEHgw7Dq1Qjze/3KN55OmvD/9/q+/z3ry1QeqZLl/GVOkhBnubfZfG49dNKHYWF7x7QAJU32pIacoUXhQvHqrceCEycOsj3TmXbejhk5w6NO4faZD/Ky5ojEa+MvMo1P0I3HZAqNOmFOQM6cgR6V0d3PH1rrmzbVNzf5wsp4pJskKpYwRBiqwrpqlH/O0/eqcABhlAFSVFRVADorxZn9oW10zIYQjROA4vcCnmE1jnPaCNOf4jNSiTPcYpz3NZtn3eCLtwXgJIYQQQgghhBBCCCGEfqH05rEnXbN85tGfvvZ/K6tKYpSpyYgh2s5K/+4Zc7BPujhSmrZxtnPBjJQjeNJ3PJlYxky/9S8r/7Pq4SfXrYqrVO0JmSBExeUR81FSxm/FGLg/bop0h0wzZx53a1bh6hU3v9hUIwNh3TEGACW+dyRnfXPWRbEw6fzbdu/0wmMufmjsy7evCwcpY9A7Qkq0gnqPV3dtovMP+cXm+orPCfQPoaCp0pCRKxcdFK/cX8LkZfoHfRP+XLqHKzJzmUa+/2j5nkDHDRvfv23m0ePtI3epV57jpuVmTsvN/OMRB7WHIltqmzdUNZQ1t4cTUjgmxSRZpTRZX8ZYcm2mn6N/7MSYCkxWaUxWgrFEgzewoaoBCBAgPEd0PG83GdJslhy3Y0p2xoyxmTkuB2ZO2oPxEkIIIYQQQgghhBBCCP2i5UxeuHjlEd+9+/jbyzeGQzQZMhFgLZtVT2ld4W8tG46P7Qp+O8d59GTHXNI3qtHZjjj7junTDn9g5T27/R6VAU3ezzEWX5fQV0rGi5Xcsf5gLPfDRumLlsqjs4vOGnf0X/497dW/L/32Iz8lKvQqY/JvBUurJ/VK2ZTpLw+H/644z/77gt33r29rVKFvgqREIPTPiONPqufczOlpbTteAQLQL2Fqb9SpMkycG9vzXbICqX+8QYOMfyg49frycmMiIWU79ilU8sajt2768Oophx+VVfg/HuQDIMNuXTRjwqIZEwJifEttU3mrp9kfqu7wNfuD0YQkK5QB7VqdaVD1zMPHgFGVySoVJbktGNnV1P7xjoqu2IknFp0u1WYZl+YqzkqdkpMxITM1w24d3JagAwnjJYQQQgghhBBCCCGEEPqlI5zp0NNvnDS/ZNVDj276xEtBpYwCMEmEsuejrvUVOZdlfjnu7Z3Brw92LRxvnd73wY5JC+6+Y8q6l+9e8f3XssoUAJZMe6QmJt0dsp6sd55UbzF0+CLjVjfIX7RUnpAz6YylywumLnvjoR0JWSWE9cyVF23hYn8Lp/4hrpuXCMUzX48WjL/usLwXNzaUqJTsXecJAKgM/hWx1A658Teu6Xr/rpcYoQB9QyZPm46pMPGQ2J5NpgEXIlKDwB6ITPpzbb0z0RbJTTdZ+xXZyFR9eNdX9WH/+UUHjZb6mxSz8Zgp44+ZMr7nFkWlzYHQ1tqmryvrt9a0+EVRpfvOKTj4GHQUCkxKAAAgAElEQVTHTgoLKIlALFHV4fu0tCp5HLlkqZNRn5fqnDwm45BxY2bmZTvNI3E2QrQvjJcQQgghhBBCCCGEEEIIAQA4Mqb+8d6n5p385qv3rWprkBlTKVAA5qtm/ltbx5/Yyf1W+UT61w5j3mHuRdmmgt6PtaYvuGz5zI3v3Pv6supYjFLWNVceqCyyKmEulfiLUjIzSqOS2xsd907dzjVNZSfMWXTlIxNW3vl2wKNQUJPRD2NAJeh4Rs6o9cA51Oz0N4aL2i44ctL7X9V9rQLQPlPqMfC8o6R7fQ3nOWdY/DufIlRl/cqYvJ06RSETDxb3bDYPmDDRKFMeiuRf36xPk+sCuRlGu77vRHkM2Dt1O+sivpumH2UW9IN91A8Egefy3Cl57pTT50xN3tIZjn5X07i7qb2izdvkD/qisYSsqLQrdBrq5Cn5/CplKlXistIRFjfXNq/8ehsAEACOI3pBsBn1OS7H3HE5Zxw8JTvFMcQtQj8ZxksIIYQQQgghhBBCCCGEepDieWff9vrCT559+LN/lUgSRxlloDIKlasV87dVE/7kaJsLq5qfyDEVHZF2skufufehnPPQM+8df9C7Ly15rWonpzIVukOjWAUjS/22c4yWI8GsCwRiOf5Yzjt1O9fwulPu/23b4+9WbBN7lz0xgPbPwdXcabjMme0oCcUzd562YHrq17XvxkkyYepVxtSxHhxtvtqrndNuCJQsJ6rUPxwJ+gW1nEyZK5Z+N3DCpEYBHormXt9uyJLLPHlOvc2uN/bbZpunafHG92+fdWyORQtRR5rNctKMiSfNmNhzSzieaPGHajr8VR2eqnZfoy/YGY6IkqyoVE2ufnWgkieVspgkxyS5IxTdVtfy5NpNAIwQwhGi43mz3jDGZZk2NvvXEwpm5mWZ9aMy8NMAjJcQQgghhBBCCCGEEEII9aEzppx09ZJDFm1/9Z7Hy7cGGHCUqQyo6CPb/xkae0go/U9jmtyVrzU8NNlxyMHOYy2CvfuhJLXgtOufnffZc/d8+HyLLHMqUwlQIMDiEHwx7ixLqL9PcVrrrcY2v5gfjqe/5gmmnHvU3PxNJau8lKo9ZUzAwFfGm+4KuK40QTEz6/07j5ozOb2s6flOJhMgjHQHUQAQLCfmewKNf7ZPuTNUcT+Lh/sHSJEQX7fbNHWuWLK/hEmE+INi5nVgKJB3tefHVGu60Ur6zobXIoZu2bT6pukLZrqzB/+gDzeb0TAhK21CVhpAcc+N3ojYFozUefxV7d66Tl+DN9gZjsZlRVZVlVKajPm6E6ehTJ4IY6CyrmonXzS6q7H9lW++B0IIMIHj9AJvMxoy7ZZsV0phmqso01WQ5s5KsZn1uiFs1C8bxksIIYQQQgghhBBCCCGEBpBeMOvaZ57e9N6/3l6+JhIgDJjKVADasAladjRNOUfHn5RXGtxYHto6PeXw2c4FBq5r1RxOl3Hc5csnzH1z5V1vtTcSCpQylQAjBAKbmKEiYL3IBFMh3VpuM3R4IuMCqvmTuXOnpZeEXqqTRZ3KFJIsYwKIBbmW++P55yR8R7uy7aUNMzMzbrAGn6yNhQgHDAiQ7jImsQ2UvwfbrzEX/jXRcK8S9nL9dica5qp2mWYcFt2xwTJwwpSA6PKo+xqYWVSzqz2/KapmmG16ju+9TUROLN36yfnFB52ePx1+AdxWs9tqnjImvecWypgnLLYGQk2+UFWHp84TaPIFO0PRhKLIKpVVlbHkSlosufASDFXs1DWXIgOQFVVRqZiQ20ORHY1thBAChCOg1wsGQXAYDWNc9iljMhwmY5rdmp1imzE2a7QsozWSYbyE0E9QWlp666239r4lIyPjj3/8o9PpHK4mIYQQQgghhBBCCCE0dAjh5p76h2kLFq16eNm371US6MqKlATseElJ+7qq+HJHZFzWNv+63aFNBzuPmZYyn3TFNiR/1tm3vTZv1UP3rH+7k3TVP6kEQAow37JY5rFS5AyHSe8fk7I9EBvrF3N3FUzNuN5pfXF7pJknwJIbEwKMktpXIKuqU7rQbTe2hoqN/OIpjhWlwRaOMEoI9JQxSWHi+afI/UmXcYdJ+KfoaxFI32gjLnJlW80zDovs2GDtTj36xAw0QcLLRdeVbObU2h1t+U1RNd1oteoMfbYBtrJiS23Yf82Uw/uFT78EHCHpdku63TJjbBbAhOSNKqXtoUhrINziD9V2+ms9/mZ/yBsRE7Iiqaqiqipl+8ZOMFjJU09WxCD5gjJgKgNZVqnKYgm5LRip6ww4zF0THs4vyrv+uPmD8puHS1lZ2SuvvCLLcu8bY7HYgWwD2Vu3hhDaj2XLli1evHh/95555plPPvnkgWzPT6Wqqs/ns1qtJpNpuNsy+GKxWCQScbvdHNf/CykaEAgEACAlJWW4GzL4FEXZs2dPZmZmamrqcLdl8Gm7W4ZCIUVRXC7XcDdkSHR2dprNZovFMtwNGXyJRCIUCrlcLp7X4JVPY2NjPB4vKioa7oYMCY/HYzKZNNktZVkOBAIpKSk6nQZnq4hEIvF4XJMfcwDg8XiMRqPVah3uhgw+URRramry8/M1uXfRaFQUxbS0tOFuyJDw+XyCINjt9h/edLRJXtDZ7XaDwfDDW4822u6W1dXVPM/n5+cPd0MGH6XU6/XiOMNo9L+PM9Tv+O79R17rqBcBgAGlQBkwjsCEhdR2bo5oMAFAqjDmMNvJdr73ZaNav/m1Nx/8T9DDGDAKaveEduDIhZTLU3yZPAMQZXurv1hlOosiFry/wbMpwRMChLJeQYR9jGq/yhLItFDGxzoznStLPbsZEEaAdU+nBwBACOScQbgjjdFloc5aPdknwhAENnFGtGSLpTtaIv2KmTiBOa80BqbZtrfmRyWjTad36U1kn2qn8VbXtUWHOnT9V2kaXIFAoKmpqbi4WD/aFhmSVdoeinaEox1hscEXbAqEWwKRUDyRLHKSVapSSrvTJgZ9Yif46ckT6X4Re8ImQoiO7/pbNgpChn3vhdVjv11oEIa8/GboxhlmzJjR0tLyX37vAbgYweolhH7Yfz+f4Hl+hJ9wUEq5bsPdlsHH9TLcbRl8yZ3S6q5p+4X7JezdcDdkSGh475L7RQjR6t5pddfgF9Attbp3yT6pyV0DTf/Raf7dUtvdUqt79wu5oBvuhgwJQohW309A06+dtk9R/vdxhoJZh1399JwNb776+UvfyhLwwFGgjNGyTzjbpsYp5+vi88Z6lOaPg88fZD1mvHFWdx7DFcw9/+oVh7237PGSbyI8CD3RVLARwn8NFJ5hiJ7gIvrQ2NRdrYEJUbCUnragOO/70DttTCUcIUAoAACBUAsfuzs27tJYy4xUc1pz+yVTs94q7/hGYsl6FeguY2LQ+BbLbo0aFqdkPRFs3a3rlzApCin73jL1oGjJVktXrUu/GiaFeB9LuC4hsw6q29ZaEJZBomq6wcr3nVGtKuK7q3TdjRMPH2t2/Oyj+oNGb7c0cNxYt2Osu8/BictKeyjaHo62BSOtoUh1u7c9HI3JVKFUUlVZpYpKKeta04n1xE6w3+SpK1kke2NIQkgyr+q9dJbA7z16aVazUacjQz8/3tC9cMLQZ2M/CKuXEPphq1atOv300wFgypQp559/fu+7LBbLBRdcMMK/IqcoitfrtdlsZrN5uNsy+ERRDIfDaWlpo+7z9cfw+XwAoMkyEUVRSkpKsrOz09PTf3jr0Ubb3TIQCCiKotXv47e3t1ssFk1+Yz0ejweDQbfbPRJOQAddfX19LBabOHHicDdkSHR0dJjNZk12S0mS/H6/0+kcdd/B/DFCoVA8HtfkxxwAdHR0GI3GEX4O/POIolhRUTFu3DhN7l0kEolGoxkZGcPdkCHh8XgEQdBq3b/X63U4HEbj0H41flhou1tWVFTwPF9YWDjcDRl8lNLOzk4cZxiNBnGcobO+5tV/PLRnUysAMADGVAoUgBUcrORclBFKSwWAXHPx0elnW4Te0YL63aqnXvvnl4kYAwCVqQzU5B3pEyHz6mxPCglKsjeSF4yPAYCsxhpuZWkiwAgBQljviGj8iarvDLdE+HAsM+2Lto63/YwBIRR6KlcYMIDUiarpCgf3mr9ugz65UE/vvSAcmzwjunubhe2tYeqLg4xLDIGDHVta86KSgef4LJPNwPe/qjLxuptnLJidmvM/HNH/xufzNTQ0TJ48WZNnzslxBoPV1uIPtQTCbcFwSyBc3+lvDoSiCamrzklRJVWlfafXS/5LAHiOYwwEnuMIqJQZdbzFYFAp1QtCUYbbH42F44lsp/3oyYXRhOQX43qeP23O5OyUA3G+N3TjDNXV1atWrVJVtfeNS5cuTc6P5/P5DsB6LhocX0Bo6BQXF99yyy3D3QqEEEIIIYQQQgghhIZTWt64a1c8uu3jD16///WwP04IT4BTmVq7WWjc4Z1+pld/al6jWPFa47JfpZ1WZJ3Z/Th+7mlXFR40f+WdD1fvjPCEZ8CpTAFgHXsgcHNL8QVW56+zHPqW1rDYHh7XmjvOfF1q+ivfRiolxkh3yAQAUPURn93gs11mA0ubb6HL5bIGXmxUJY6QrpV9CAEC4NnD2+8NuW+wFpgjtV/okws59ewFo2T399aiaWJ1iVHdZ348AAAK7c/Esyg9eC7Z0jY2kjA0i8EMk80i9Il5Yqp8z/dfXD15/oLs8UN51LXMZjRMyEqbkNVnulRvRGwLRloDoeS/Db5gsy8Uk2VFVZOxEwFiNeqNOqEoI7UgzSkpanFW6tQxGd6IyBhMzcnQCxqcHz6psLDwxhtv7HfjfffddyCXX8J4CSGEEEIIIYQQQgghhNBPNvv430ycd9TqJ5/46o0tlIJABAqqItFtr7D0DTXTL7f4CnM/bXu52rrrqLTTjXzX8jOpY2f++fkVnz3/wOqnv1cVEIhOZQoDKolQ8lSkYFdV1qVjnW5prL2mpGOsaLPXX7Iwf+2m0McdyenPOGBAgAC0lHC2JeHJN8h7srnoISbOXCy8UJEIEiBAgDEGhAAhEG7jEktjOdebiqzxqvd0rF/CxKCy1DxxerR8p4kOnDCR1mflTMl78K/Itraxwbi+TQw7DSaXoU/1nkLV5SX/aY+Fzymcue8STejncVvNbqt5ypi9UwJQxjxhsSUQ8kbEFLNxem6Wjh+g0HCsW4MFzSOQBms8EUIIIYQQQgghhBBCCB0AZrvt7Ftu+fMzd2aNSwMADnieCACko5b/4tZE7IkyZ9RbHdn5SsMDtdHSnkdxvOG4S25f/Ny16blGAOCJwBEhmevUfsMqFtfay1tTDMr8nIb5WTrg+NpjDhUumMDpCTBCgWOsKyAKe7nNd0rj13myzZJ+ml/+83TrGA4YYcn1lLoX7ZGiXMP9sj6HLzyXEgKsb/zDGJTttOQVJbiudWT2WU2GQftLSsrajoMyG1xGBYD5E2J7LMz6bsmAvVq9/ZGSr1VGB/UYo704QtLtlpljs46eXHhQ/pgBsyV0wODRRwghhBBCCCGEEEIIIfTzFc6eftvrj521+AyDyUCACETHAc8YK1srbLm+w/VNGaHej1pf/Lz9VZkleh6VP/2I299ccdQ5UwghHHB8d8IU9nAb/xpVVpYb1IjFtPP8SUKxI7V9+oTotYca0gVgwIBjDCgDBsAobHuJmZ5tmqinzoK24LUzbZMMPQkTQFfCpMhkzxOEE9XxlzGOZ2yfAqPaSlPBxAQPAydMjEHryzTl447ZWXUZFgoAETnREg3tmyStban827ZPRUUetIOL0EiF8RJCCCGEEEIIIYQQQgih/wkv8At+/7vb33x48rxJABxHeJ7oAEjEz617iGtZWpnTUV8Z3vpqw4PNseqeR+kMlrNvXXrV8gsdbh0BwhMdAQ4AGGOlH0DNzbXWho62xM5DxzRdOfkgYWxu63XHGmY5GQPGkptBspJpz5dCy5K2GbFoYW576IpJ1nkOYIR1j373bFb1nqCWKEXXgqCj+yZM1eWm3EJJIPupYQJoeZM63mubll4z1goAJK7KTdGgRNV+m33vbbll0+rOeGSQDi1CIxTGSwghhBBCCCGEEEIIIYQGQeqYtKsfv/uyh25IyXAly5gI8ABQv1P3yfVx0zslhkTNe80rvux8W2F763smH3HibW88Nu2IsSQ5UR7wydu9Ddx3t/h175d7YxXN8rt3zJ55YtGM1nOP4E/OpxxhjAMgDLqio/ZafsPiUHFp4/Rsv3Bxnu2sbEKA9RoAT5Yx1X0jRD5Wxl/H600DJEx11cb03P+WMDW/B873WovTqgpsBIAoVG2KBqKK1G+zhoj/pu9WV4e8/+sBRWgEw3gJIYQQQgghhBBCCCGE0KCZcdShd7y5fMHvjuV4HU+6VmNSJPj2Ff33f27NKSutDa1/s3F5R7yx5yE2l/uKR5ZdsOQcg1nHdT8EABQZtrwEnX+vMHprP+94cWZ6+J+Hnuw6+Rjp8jmcXWB9l1lKxMjae4n59cppDm/WGem6CycQHZesc0pKbta6R+h8WSm+CkwOdd+EqaXBmDFW1vOMAAyYMDW+R9zvto53lxc6eI5wjLE2MRyQYv028yfE27d8tKWzcd9nQEgbMF5CCCGEEEIIIYQQQgghNJjMNtNZN19280v3jp08noAgdM96523mP/yrEHm83B7Y8nbToxu8H1G2d3K5Q0856443HiickU26lmLqGr6u3yFsvM7r+Kbse99H5eIHSw5acPHJ58g3nsAXWPsts0Qp2/y20Hx3zTipdsYis2PxIYKd750wJTfzt3G1K9i0i5k9c4AapuZ6gytD0fF0fwlT/fvE8XrrOMfu8SmCjhcAmDce7YhFWN+NY4p8z/bPP27a8z8eTIRGJoyXEEIIIYQQQgghhBBCCA2+sZPzbn7pH2fd9AeDxcoTgSMCAGGM7Vpr+OTKSOq6HfXB995ueswvdfQ8xD1mzJ+fe/jUq48XBEEgAumeKC8eJesfIqGHy4Oeb95sfHiK2/j4ovNn//0KNn8MZdzeZZYAGIO6nbpNN3qya7dPnhud9n+n6bP1+yZMYpj7/hFu6ilKSt4ANUxtLfqUdKoX1P0lTE2fcimvt461lRQ6OCOvA4CwHG+JhlRGe29GgT25+9tn9mxkAz0JQqMaxksIIYQQQgghhBBCCCGEhgTHcwvOXXTXO8tnHX0IR/R8dxlTPMJ99rih5q4Ge+PaVU33b/OvY4z1PGThny5e/MKS9LFOnvBc90R5AFD+tbD9hjZzydZ3mx+rE7ddPm3+nfffnXrxfCoI/SbB83fyH9+mWj7fYszevmj5ubbJjuRaTb3bJstk49O6sVOpe8IACVNHq87mYnqBEgYDz5L3OW9d2ZZrLc13cBbBAABxVW6KBiWq9ttydcPuf+74Ut7ndoRGNYyXEPoJotFoTV8dHR0//DCEEEIIIYQQQgghhH7BUtIdlzxw8+UP/8WVmcUTXU9iVLdLt+oaBq/u2t3x+qrmJ4Kyt+ch+VMn3f7GEwt+9ysOBL5XwhTs5D67U42/UPpV6+uft7+aa7Xdf+3ikx6+DtymfiVKkkS+eFwXerysla495eFTxh0/gfaaSS+JMdj1oZDiJhkzB5glz9OhM9mZQbffhKnta07/fEeOtSQvhTh0RgBQqNoUDYiK1G/Lb9prl277NCr3vx2hn62hoaHfYDWl9IcfNniEA/nLEBqlQqFQ8odPP/20sLCw912EkAceeODyyy8fjnb9WIqixGIxnueHuyFDQhTFWCwmiiLHaTAvF0URAIxG43A3ZPApihKPx5Ov3XC3ZfBpvlsqiqLJFw4AYrEYIUSTL1zPX5wgaPD0T8PvJwAQi8UAQJPdUpKkWCxmMBgURRnutgw+URQTiYSGuyWlVJPvJ6IoxuNxrb5b9pyiDHdDhkTyVdPr9cPdkMGXvKDT6XQHeMDowNB2t4zFYoIgaHLvKKU4zjBKDfs4w/g5RTesXPrJc+99/dZaQkWVqQyoqsKGNw2ub5oKLo68Nr35YPtxE60H9zxk0dUXF86Z9cY/ngt6w5SpFCgAMMZ2fUCc31fHrk10jG/+tfu3x82aVfjwHa8+8HTnjgZCKOmOghjA7i+EtNoa8UZl2jWz8wty161Yy5hK+mZFNd+S1GLIOhTaNpJ+MVLAJ9idComqsQQPhME+EZR3A7OqnsyLdzB1Gh81+ySRMtYqhpx6c4q+z6He4Wm+aeP7t0w5Ms1o+UnHLRaLJU9RtHrmjOMMP8MFF1zw9ttvD/rT/iQaPGNGaNDV1dXt7y7G2AcffHDeeecdwOb8ZIqiRCIRxpiqarACVxTFaDRqMBg0edoXiUQAQKfTDXdDBl/yvCESiWgyPNN8t1QUxWAwDHdDhkQkEqGU9kzIoCXxeDwSieh0Ok0OmIbD4Xg8Hg6Hh7shQyISiaiqqsluKUlSJBLheV6Tw8GRSCSRSGjyYw4AIpGILMuE9B9b0YDkeGI0GtXk3kWjUVEUTSbTcDdkSEQiEUEQNDnYnbygI4TIsjzcbRl82u6W0WhUEARNnqJQSnGcYZQaIeMMR1904uQj57y//JWW8hoGEgUVAHwtnO9voax55eELwpWpO+ZaFpk4a3L7MVOKL338rveWPVfxXTmAktweAPyNELitOfg70XfCI3MtJ5r41MuWXPf5a59sfGMtgNQ7QOqs4UK3NkaujeUcU3ya88z3HlilylK/hMlTAcYMyDySa1tP+yVMIb9gtqhGRuMSN1DCxCKbVAvvz7ywRFUncczskUQGzJeISqri1vd5i6sLeW/d8tH1RYfmm1N+/BGLRCKiKIbDYa2eOeM4w0/FGFu9evV/2UCSDkSdnAbHFxAadJMnT07+YLFY0tPTe99ltVrvvPNOt9s9HO36sZLfa7DZbGazebjbMvhMJpNer3e73Zo87UuOa7hcruFuyOBTFMXhcLhcrhH+5/PzaLtb8jyvKIomXzgAUBTFYrFYrdbhbsjgi8fjgiC43W5NxkuRSCQWi2m1W6qqajabNdktJUniOM7pdGryIlmn08XjcQ13S6PRaLfbh7shg08URa/X63Q6Nbl3BoPBYDBotVsyxgRBSEn5CUN1o0Xygs7hcGgysdZ2t/R6vckTsOFuyOCjlFJKcZxhNBo54wxut3vyS0u/fH39mqdfiUdDKlMYMABo/Vb27m6Cm2hkku8I96njLFN7tr/m8SWbPlz35v0vxsV4z/ZMZs0r/WK9Cld8mG+adnjqby665ZK58+c+d+fDYigEsLfuMxEidfd6Y9eWxg+PX/rUVa/c9FzIF+69AQDE25lPVceerm94R+6XMIlR3mxRLYIaFfetYSIALLpBsToDuWfsEYJT9Al7eyyiMBpRJSqxDJON6/XNlShTHqzeeMPUI+ek5vzIw0UIiUQibrdbk2fOOM7w89x3332PPfZYv5i/vr4+We58YLqKBscXEBp0PSNxCxcufOedd4a3MT+P0G24GzL4enZNk6d9yZdMky8cAPA8z/O8JvcOu+Xo9Ut4t9T23g13Q4aEhvcuObuaVvdOw7sGmt67ZPmLhvdOq7sGuHejloZ3DXq9pQx3QwbfL+RDHC/ohpwACy84ds7COW/cu2zn+jIKKmUUgMkBtXJp87irEp/Nf3l8bPpR6WcauK4CoHmnHFs4o/jF2/5WVxagTGVAAYAQFlgf4iRVukKKCcFFlj/MOGr2na888NTiuxor2ijbO/jOFOh4NCSzcs8hgd+vuGT1rS821fh7bwAAkgc6N0pjfmdoez2h9p2UVIzyJrNqNauR/SRM4Y+klJRA1jGlJDhV4FJaxaBM1ZgqN4vBTLNdz+0tsU1Q9b6d6y6ZdOiJuZN+1KHS+ikKjJxuOdiG7t3yuuuuu+666/rd6HK5/H7/oP+u/dHguyRCCCGEEEIIIYQQQgihkc+V6bz84bsvf/D3qZl6ngjJzIZJtOqhTt/LLZXhna/U/7M+WtazfUZ+3k0vPXHq5UV6ncBBV2BDgPk2RBvva20O1L7e9FCTWJWWm/6Xfy8//DfjdZyO9MqBqAz+R6ORja2vi/+acu+CGfPSBdJ/3D/WAv6v4rkXcbwA/ebBi4k8ZwCnU0mWTvV9HCEAwdfi+q3BTEeJVR8ZY0kx8joAkKnaHA3GlD5znFJgK8o2PLNnI9XiPNjoFwLjJYQQQgghhBBCCCGEEELDZvqvT73jjfsOPd4uEF0yNCLAGlZFfI/VRGPBD1tf+LLzbZkmkhtzguG4y/7v+seOcqZyXHciRYBFSuNNf68PBcLvtzyzzb+O1+suuPv+394wWy8IHNk7DE4V4n08ptvm/yay1nvx2LmL0vpFUAAgNhPvWrXoWqY30n4JUyggcDpwpyazon2SIUoCK2L87nCWo9SsC2db7FadAQAooy1iKCjF+22+umH3/TvWSlSDy5ihXwKMlxBCCCGEEEIIIYQQQggNJ6Mt/w//eOKsawsFnueJDoAQYE3r5eal1TSYKA1ufK1xWUustntzUjj36sXPnJOZw/XUPAFAsFKuu6NG8kkbvB+taV2ZoPEjz7/9T3/7lUEnCITviYmoQtoeTZg3hwNQteMU08xTrQKn6708EgCEa0jrBzDlBiroab/wydupM1qZ0zlwwsQUIj4lci2RLHuJSRfJMFlT9MlVypgnHumMR/o9YENH/Z1b1oTk/skTQiMfxksIIYQQQgghhBBCCCGEhhsxLbjw3j/9/RiDkQhER4AHAG85rbq5jtWFQ7Lv3eYnN3g/UpmS3Dy14OzFz1yVW8j1bAwA0Sal9vY6uVWqjZa+1fSoV2qdvei6i5YerdPxPCcQ0h0iUdL2VMK6KcQJwfJF5tyjOQ4EnnC9c6RgJal9m5t6tUr4/jVMzfUGeyq1mJJVR/0TJiUC0rII+GMZ9p0mfchtNKcaLMlnCEnxVjHUb0K8PYGOm79b3RINDtJxROgAwXgJIYQQQgghhBBCCCGE0EhAZp1w+Y3PXl+sNVUAACAASURBVOpM53jCJyuTRC8ru7MFtrUxYNv8695oXO5JNCe3tmUuuP7pWwun8TzhOeCTZUaxTrX6jjqlTgxInW82PlIW3jzrxCsuuXeRQc8JRCA9ERMlrSskxyY/cHHvOfbM+UAZ4UifKqZAOWn6nJtyGeU42q+h9ZXG9FxZzyeDItYvZEr4CLc8wKLxNOsukz7oMJgyzLbkL44pUlM0IPedEK9VDN28aXVZoGNQDyZCQwvjJTSidXZ27t69e+vWrbt3725paWG40h1CCCGEEEIIIYQQQpqWM2XhzS/9PW+iiQDHEx0BTo7BjnuD9P0awphPanuz6dHNvs8YMAAwuw665sl7Jx9i5GDvRHmJIKu8q0neE1KZsrb9jc/bX538699f/H8n6/WEJwIBQggQAEZJ0wrVtcnPeDV6oT3rMFAoAHCk13R4np1cxwaYdIGybztrK0wFk2PC3mCpz9BluJE3PRVgkuS27DQKAaugH2N28IQDAJmqTdFgTJX7bC8n7tr68abOhsE9mAgNHYyX0IhTWlq6bNmyRYsWZWVlpaenT5kyZc6cOVOmTBkzZkxqauqJJ574wgsvxGKx4W4mQgghhBBCCCGEEEJoSDgyiq9/7rEZv8ogADwROCIAJbtekmPPVQhUoUzd5Pv0nabHA7IHAPSWgksffnDmUVYAkoyjAECKsvKlbfImDwCUh7e90/R4/q9OuvT+s3R6TiA6LpkhEQBK6leoad/5VA7iFzuy5gClwBiB5L0AANC+nQ+UkeLTB0iYyndZxk2Nk72VSH0SJl8pb/+XH1TZbdsp8D4DL+RYHDqOBwDKaEs01G/JpYSq/N/2Lz5sLBvcg4nQEBGGuwEIdeno6Hj++ef/9a9/7d69e3/b+Hy+NWvWrFmz5uabb16+fPm55557IFsIAHV1dU8//XTvW9LS0hYtWqTX6w9wSxBCCCGEEEIIIYQQ0jCD2XHpw49+9OSDHz7zHQccIYQytfxjmttWmb14bNxkaYvXv96w7FD3CdNTDhcMaafeujQl7YH1b7XxRKCgUqaqMit7wDvpClm3IKsz0fxGw/JjDz73sn8aVtz0MkiCylQAFQgwRmqfpgXM23moG65wZD7ub9vGMQAOGCEADBhA83fCmPlq4SKl+sP+I+qVpeb8ibG6MiPruof1Xqip41t+bKq//WRXuq2kJTRFAHeOxdEqhuOqDMA6YxFJVVONlp7tKbCnyza0RIN/mjC3zzx9CPXl8XjWrFnTrwwjkUgcyDYQnG0MjRBPPvnklVde+ZMectlllz355JNk6N9nn3jiiauuump/915yySUPPPDAULfhf6Eoit/vt1gsZrN5uNsy+ERRjEajbreb4zRYjun3+wHA6XQOd0MGn6IoZWVlWVlZqampw92WwaftbhkMBlVVdblcw92QIdHZ2Wk2my0Wyw9vOtrE4/FwOOx0OgVBg98uamxsjMVixcXFw92QIeHxeEwmkya7pSRJwWDQ4XBo8ps64XA4kUho8mMOADwej8FgsNlsw92QwSeKYnV1dX5+vib3LhqNiqKYlpY23A0ZEj6fj+d5h8Mx3A0ZfMkLOpvNZjQah7stg0/b3bKqqorn+YKCguFuyOCjlHq9XhxnGI1G6TjDtg/feHvZJ4pCAYAxSoE6s5XJf0kNpruTG2QbCufZfhMLyBazYevbD69+rhYAGGMUVAaMAJn4R6NwwhgAIECmWufbd8sv3v6WIlPGqApdlUcEoOgi1jI/VSer3CP+zhIeCCPAkiOPyTH0vF+raoI1fdP/qopwLDcv0VhlYPze23pvkH8+bTnSqTK+3jdBYKkMWGdcjCpS8l6zoEs3Wkjfh8xNzb2yaG6y1Mnv9zc1NU2YMEGTZ844zvDzzJs3r7S0dH/3er3eA3BINTi+gLRBEIQ5c+bMnTs3NzfXbrfH4/HS0tLVq1c3Nzf3bLNixQqHw3HfffcNdWNCodB/ube1tVWSpKFuw/9CVVVJkvR6/Qhv588jy7IkSZIkafK0T5ZlANDkC6coSs9rN9xtGXya75aKomjyhQMASZIEQdDpdMPdkMGX7JayLFPaf0FaDUjumoa7Jc/z2u6Ww92QIaHhjzkASH7GaXLvkn1Sq28pUrfhbsiQSH6Ia3Lvkhd0sixr8txS290yeeqlyb1L7heOM4xGo3ScYeqxpzqycl9Z8kIkIBPgOCD+Fth2m/eQm6OeolwAaI5XvZd4cpJ6RKF+2tzf3iIYV7z/xHbKCA+CCgoDVvZibGKwVnd2HiVkZ/g/2eMKz/vbma/c9ZacAB5IMoViAJXPk4ngbZrv5q9xpS33du4WGIFktJRMfurX8oWL5KxZaut2vncLGSXNDYaMHKm9Sd+dMPWpYWp4mRS4go3THGOd5eUeZgZ3msGk47iAFAcAUZGbxVCG0SqQvb1uY2dDZyxyfdFhdp1Bw+cngOMMPwtjrLW19b9soCgDzOU46DBeQiPO4YcffuGFF5511ln7fmFQkqRHH330tttu63m7efDBB88555zZs2cPaZMmTJiQ/CE/P3/hwoW97zKZTDfccMMI/15q8t3EZrNp9VtFer0+NTVVk6d9yZ3S5Nc3FEVJSUlxuVwj/M/n59F2txQEQVEUTb5wAKCqqsVisVqtw92QwRePxwVBcLvdmqxeikajsVhMq92SUmo2mzXZLZOjNk6nU5PfwdTr9fF4XMPd0mg02u324W7I4BNF0efzuVwuTe6d0Wg0Go1a7ZYAIAhCSkrKcLdi8CUv6BwOhyarl7TdLZNFdZrcO0opYwzHGUaj0TvOkHrUcTn/mvTktUvb6oIECAdcIsJ98zfp8Kurw/PHK8BTUHbQz3Q6Nj910XEX3+FIferle75QFSaAjjKVglq+Sp0g1Zv+UMg40sHqYYp62fJLn73h2URMJUBUpiRjpPIXyCzeVzcvjV7jcj3o81ULDAgBmgyLCIHqD3VFJ8mpcfCU9UmYVJX4fHpnmuz36FhX39mbMFFK6p5k+bdEmvJsRe6qknbiNKSmmqwGQdcZCzMAhdHWeCTTbDPxe3OI+njovupv75p9nItzRSKR1NRUTZ454zjDz/Pee++9/PLL/b5CunLlyuT8eAfmG4oaHF9Ao9fxxx+/ZMmSuXPn7m8DvV6/ePHigoKCM888Mzmvo6qq999//2uvvXZgWjhr1qwVK1YcmN+FEEIIIYQQQgghhBBKSssde+PK5c/etGTPpjoA4IBnCvflQ8rM6j3mCwpFMDJg20JrZS5+ZPpph556ucmW+vztb8gJyhEegFCmln+oFkbKU64ar3BCR6JJzVYvXnbRs4ufT4gqT5JLMVHG2PZnyVzS2XZUTnAxOP/p99fyjHGEUAYADAiBqtW6iWfJShwCtX0SJilBooS3WtVIhN83YVIl0rRMzrkj2pRmmZRWvbOduAwpNp2BI6Q9FmaMUUZbo6E0k9WmM/Q8Z5sY/sumD68ZdzCO46N+Dj/88MMPP7zfjW+++eaBXH5JgyE8GqUuvPDCNWvW/Jdsqcfpp59+3nnn9fz3o48+0mrtJEIIIYQQQgghhBBCKMlst179xP1HnnNEMrMhQASi2/G+wfdQZariT25TGtr4YesLMkvMOPrMqx65wmjhAYADjicCAKleT7z/rDDIcQDwSq3bsrb9cdnFBrNAgAhEIMABAGPsu2cgc11jTkaq9aYMe64KBFhPXsQAAPa8pcudo9iy+889nojzChC9jhLWc9venxJRrv2BeHY0btFLU9JqOmJBb1y0CPoxFgdPktPwsY5Y2BOP9n7OgBT7++71O0XP4B5MhP53GC+hkeInlflfdNFFPT+Hw+GGhoYhaBFCCCGEEEIIIYQQQmgE4XjunFuvO+vGcwnXVc/DE77yW3PpbS354a4l2+uje95qfCws+4sPWXDdUzfZnDrozqIIcHWb+dZ7aiyxMACEZN/W9G/Pf+iPBrMOAHgiEOAhmTA9S2wfV2RmOrJvy7Fk0D4JEwBjUPKWYdzhqsnZP2GKibzODDywXgnTXhEvH1oWTpMkuzE+Oa0+KEVbxZCO8GMsTh3XVQsVlGJtYoiyvY+XqfpyR/mapj2DdhwRGgwYL6FRaerUqb3/29bWNlwtQQghhBBCCCGEEEIIHUgLzjvtykduMVotyf9ywHXWmr7+S6ywcQ8PKgD4pLa3mh/riDfmTZ1zw3N3uzJMyS15IhDgGkv4yjsarQE/AMTUyLbUb3+37A8Gsx4AeML3JEzfPsvp39tjTzcWLs23ZrDeCRMAMAY739RNPkHVWfvnSJEwb7JTpkB3wtSzAQMAb72OPhFwMjXNHJ2Y2hRTpKZogAHLsTiM3QsvRRWpORqUqdrznBTYc5Wbn9mzsXfshNDwwngJjUr9lizT5EqSCCGEEEIIIYQQQgihAU2ZP+vGF/7hys5M/pcAiXj1H93B524vMZM4AIhK6N2Wp2qjpRkF42966cHswpTklsmEqbOeL72jLaWzHQASNLY99auzl/3eaDEAAE94DroKiTa+xOveLTelC+P+OtbsBrJPwrTtVd30kyTB1L954bBgdVEqd6+81JUwkeQPzbv0lpc8doFm28LjXS0yVZuigZiqZFvsVl3XDE8SVZqiwZgq937a1Q2779+xVuoVOyE0jDBeQqNSeXl57//m5OQMV0sQQgghhBBCCCGEEEIHXvb4MTet/L/8qZN6lmJS47oP/mHWvbMnnfcDgEylNa0rt/nXOdLTb3juoYKp6ckHJifBC7Rx2273pTc3AIDC5B2pX53x8DlmuwkAOMJzpDth+regW7XHksWPW5JrdgLPkf4J0xv66ackeH3/5kXCvNVJ2QAJEwBA1VeGzA/azDzNcwT+n707D5CiuPsG/quq7rlnZ2bvXZZruUFQDkXFGI6IicEDNfF4jJpERX08eaKioCJqEhNfjbfigZhoYlAU71ui4MEt97Ucy97nnD0z3V1V7x+9O6wbRVz3gPb3+UO3e7pnqnqKOeo7VdU30CClrNFiTalkgdub7Wz5Jb2QojoRjRnptnf7ed3eW1e9HdFTnXQVEeo4pacLgFBHvPjii5m/R44cmZ+f3z2Pu2fPnvnz57fd43a7zz77bLf7v36igBBCCCGEEEIIIYQQ6kqBXP/1T9/+/J1PrXhzKUgDgFBQPn3eO7q+fPCM+HbZW4L8vPGtqNn007zp1zxx3xMz5279cicAMMIEQKwJPp2tTbx1Z03pAA78q+Cyn//11HdueF2LJikwICAkB4DP/6EcD1uzpg/pP6f3zjv2kRjlEgBaZleSgqz9t2P46elNS5zw9ZWYEgnmD5mxZkZUK1ySmXgJQK57yX10oHrnT3oNzq7nQq2IBcK6pguzwO1XKKtPxiSABFmXjPkVp691QBUAbA3X3bTijdtGn1TsDXT5JUaHqsrKyrfffrvdLF/pdPrbju8KGC+hw091dfU//vGPzOavf/3rrn7EiooK64+1a9fOmDGj3a0ffPDBAw880NVl+CFM04xGo0IIXdd7uiydL5lMxuNxVVUpteFwzGg0CgC2rJppmvF4PBqNOhz/9fOew5/tm6Vpmopiz48QVu1M0+zpgnS+dDodjUYZY7Z87qLRaDKZDIfDPV2QLhGNRg3DsGWz1HU9Go0SQmz5XhCLxdLptC2rBgDRaDSdTrf7KmsPmqbF4/FIJGLL2iUSCU3TnE5nTxekS0SjUVu+x0HrFzoASKVs+EN12zdLxpgtP6IIIbCf4TBl136G02ee480JffjsEiLTkgAlbO173obK8ImzYhucg7ik65uWN8Rrfhr81Xnz/rDo7r9t+GQrgCRAKUAyzj+63Zw8a3P18MGmpJsDXxx3x4mf3f6pFk0QoARAAAeA5f9wHM+3+qYP7De7ePdd1SROhSTWTQAgBdn6hmPoyaktb7vI18sWiyueLDMZ/e+EiQDI1Qtcx4UqN47oNTS3SgilMu5NGHo5by5w+XJdvvpUQkoJABEjlQJaqKqs9bmriDXf8PmSPwz9SX9fqJuucpfBfoaOmThx4s6dO7/t1u75NGvP5wzZ29VXX229FwJAbm7uNddc09WPeODUNxKJHOI9Ppxzs1VPl6XzZapmv89GAGA9ZfZ+4uxdO7s2S7s+cWDr2ln14tyeM3RbVbPlEwe2bpbWs2bX5y7zAaynC9IlrO//tqxd5tXSxrWzZdXA1p+cM68njLHvPvpwY+9maX30smXthBA2fu5s/4UObNosf3r+JOZzfTj/NaGHAYACrdjkfusm/dQ5G7bkDElIZ2V651sNT08MnPOr2dc6vc+semullTAxgHSKv38XmzJza93YwYZkFYWbx90+fuXcL5PRBAVKADhwAPjsn85jjR3ZvxogbizY/ccamqIEFC5bLiY3yM4PnQMn62Uftf+BUUJTXW5TT1GitE+YhJBfPug6/rbKdcUlw/MqpCytSqimEFVaNMfpKXL5alMxLgEAUoJXp2IFLp9CWlpmWE/dufGjKwYcMzpU1B2XuMvY+PUEuqx2UspMD/k36p54iVj5J0KHiyeeeOLyyy9vu3nZZZd19YO+8sorZ555JgD069dv6tSpbW/Ky8u7+uqrCwoKuroMP4Rpmo2NjX6/3+Px9HRZOp+mabFYLC8vz5Yf+5qamgAgOzu7pwvS+UzT3LhxY3FxcbdNbtmd7N0sw+GwaZq5ubk9XZAuUVtb6/V6fT5fTxek86VSqUgkkpOTY8tfhO3duzeZTA4dOrSnC9Il6urqPB6PLZulruvNzc2hUMiWQ3yi0WgqlbLl2xwA1NXVuVyurKysni5I59M0bfv27aWlpbasXTweTyQSh/iXlw5raGhQFCUYDPZ0QTqf9YUuEAi4XK6eLkvns3ez3L59O2NswIABPV2QzieEqK+vx36Gw5GN+xmsZtm4N7xw9hOxhn3WQkcSpMOrnzU7VjNkUL0IAoBXyTql6Ld5jl6vPrjw/WffBuAAIEFwyYHKk65MxycN0aQTAPLrBq2c82W8OQIAAoRojZGO/VVKPW9Q9TpR9ucaYhACxJRmpo9ddYpeR/Pdy9R2Y5ikAIUIwQm0JEzQZpY8cPv56Dv4hlCRkMr2xiEVUWEdk+VwBRyeGi2icy6lIJQyQgs9fjdTM+dSIJcMHf/LPsO74KJ2E+xn6Jg1a9Y899xzyWSy7c6FCxdaIyWamppCoS4f2WbD/gVkY8uXL287VunMM8/shmyprdGjRz/xxBPd+YgIIYQQQgghhBBCCKGD0e+I3jcuvPXRax+sLtsMkhMgesLxwpzAKTN2Dp1asNXsnTCjr1Y+flLB+dOvvdiblbXk4UVSGAQoI4QL84NHXBMTW9RpAyPSV5e/46g7j1p761eJ5jAFCkQRkgPILxa5jpXbi88bKG8s3HVPNZhUISoHQ0gJAEaaVq+B3kcbFSvVtgUjFAzBGAjgkjDSbh2mZIxtvkcMn1u72VUwKHsHkSMq4mkhZVRP6ZwXefy1Wjxp6gAgpKhORPPcPr/aMq2oADl/6xdVWvT3Q8ZT0i7VQnY2ZsyYMWPGtNu5aNGi7lx+yYYhPLKrjRs3nnHGGZlZfQcOHPjUU0/1bJEQQgghhBBCCCGEEEKHjpzi0I0LZ4386SQgLgAgQIhQ33w0UL6gfrSynYI0RPrt6mfXR5ZP/e2Z5958CWUO6zBGFCnh4wXu1HNluTQMAM0F5SPvHu7PCQEABUoJswKhL15y6y+U9Rkj+l1fxKmUIBhRKSFWuJPWaOMWVjTKaFcwSiUnhBuE8Mx0YvvnFQvXqrvuEQPNekLSpdlb+/m8KmUAkOJGlRYLOVxuqrSeI+uSsYZUou2dv1G++a/rPzaEPadDR4csjJfQ4WHHjh1Tp05taGiwNnv16vXee+91w/g+hBBCCCGEEEIIIYTQYcTpcV7+/2ZMOv8soFkAQAAYUb5Y4v/srtRxfJ2L6BLkp/Wvftqw5ISzJ1/61z+oTi+0JkwAZMUSV8Mje0tIHQDE8qqH3DkwKy8H2iVML7tS/9g18Fij9PpCkwgrYSLQkjAl4zSym+YMaL/cDmUACtHTlIpvSJjq9ziaHzb602ZCEiWhrX18PreiAoApeE0q7qIs27F/OsqInqzWoqLNwjef1e6Zs+rtqJHq/AuK0LfAeAkdBsrLy0866aTq6mprMy8v77333uvfv3/PlgohhBBCCCGEEEIIIXQIIpT86g/Tz589gzkKrECIEWXnKs/LsxxHx9bm0CgArA8ve7P6meETR1z54C1ObwDaJExffegqu7emFCoBIJnX0H9uH39eLgBQoKw1Yfp8sTv29z0DJxh9ryjg8LWEiRDQYkyro4Heol3BqALMAXrqmxOmPV855YJEHktQGi4MbCn2+gMONwBICc1m2pQix+UD2TIDnmbqlVrEFPsfYmu4bvbKt+uS8a65qAi1h/ESOtRVVFRMnDhx79691mYgEHj77beHDz+MV6tDCCGEEEIIIYQQQgh1tRPOHH/lA9d6gv2AMACghNXvcS2cmTVw76Yi2gQAexNbF1c8WjKm8Lr5c72hfGhJmFQAuvVz57p5TQPNcgAw88N9bs/z5VkH7E+YvnjF0/Rk+aApsvcVhaa0ZslTCBACQAgkY9SMSU9B+4SJKEAVMNKE7s+V9v+16T+egrebnMRUaFO2Z2uuy5vn9hGQABA1UgkjnefxktY1lnRu7kuEk3z/RHzl8eYbvnx9Z7ShSy4oQl+n9HQBEDqQ6urqyZMn796929r0+/3vvPPO2LFju7kYnLfMW/rxxx+PGzeu7U0ej+eee+4ZP358NxfpexFt9HRZOp+NqwYAVr1sWTshhJRSSmnX2tm7WWLtDkf4XnD4snHtsFkevmxcO+sjio1rZ9eqga1rh6+Why8hBCHElrXDZnn4snc/wzc+d0OOGXj9kzMfmzm/qWI7yDQFqjU7nr4x+8zrd5DjB1aZOQ3pqkX7Hjyl/8XXzb/1kav+Eq7dRwAUonBp7l7v0G+Ljp6zb5+nNxSket2aVXEXJOrqCFBGCJcmgFz9lmu03NvvkoE8mVvxTL1KCCMKlyYBCQS0CPMEhCMEevPXSksdYKaImZaKE0RLVCStyAoAVr7oG+1r2HJcgcdRlzKJlEOJC2pTMQBIccNI8Vynpymd5FIAgJCiOhHNc/v8qtM6PawnZ698a+YRPz06r3cXX/XOYft/dF1Uu2efffbxxx9vd8/RaLTTH+gAiGwzPyNCh5S6urpJkyZt3rzZ2vR6ve+8884JJ5zQ/SW544475s6d+223Tp48+YUXXujG4nxvpmk2Nzd7vV6Px/PdRx9uNE1LJBI5OTmU2nA4ZnNzMwDYcpkx0zS3bdtWUFCQm5vb02XpfPZulpFIxDTNnJycni5Il6ivr/d4PF6vt6cL0vlSqVQsFguFQopiw18X7du3L5VKDRo0qKcL0iUaGhrcbrctm6Wu65FIJBAIOByOni5L54vFYul02pZvcwDQ0NDgdDr9fn9PF6TzJZPJXbt29e3b1+fz9XRZOl8ikdA0LS8vr6cL0iUaGxsVRQkEAj1dkM5nfaHz+/0ul6uny9L57N0sy8rKFEXp27dvTxek8wkhGhsbsZ/hcGTjfoYDN0stmvznnYvL139FIA4AEqQE/tPzY47pxRVmLgAoxDHBe7q7Kffvs59sqthjDSfiwCWIvN7m6Dn+yqwiADBqaNVdiVRjg3UnHFpWVzrq5LR6cemeN/WavzeqhBCgAkzZOibJl83jaUXGv9YPLyUYGqiKpI7MdHeQSZgIlYOuhb0jghJgX6Q4meijm0YETFNwACBAgqorxnVr0+JXnNkOd2aTArmg75GT8vr9wAvbDbCfoQOklKWlpclk8tsOqKmpKSgo6NwH/W827F9A9tDc3PyLX/wiky253e7XXnutR7IlAOjTp88Bbp00adIh3uNjmqau63b92GcNB/Z6vbb82KfrOgAc4g2sY0zTtHpLbVk7ezdL0zRN07TlEwcAmqbZtR+fMSaE8Hq9toyXrH9utnziACCZTLpcLlvWTlVV6/XElvES51xRFFs+cQCQTCYdDocta0cIcbvddv2pgZSSEGLLqgFAKpWy6z+6zBc6W8ZL9m6Wbrfbrs1SCJFKpbCf4XBk436GAzdLr9d7xd9+99K9r6955z8gwwQIAbL0hawRFXV9/pdVklwJfHnylfEFv7jq0T88+YdHq3dsAZAMmJBQv09ZcWti9G31jfmFrBeU3OGtvoslausIECYVAVyCXPeucxTs6fe7QUKT9S83KURYY5ishCnexHzZZkRXqb5/oAkhoHqImQTVkETNJExWBEWkILsekbk3pZr7ufsEqrebVJgFxS5/va4luSEBms2UnzkMQlOiJeKKcZ3rMt/lo61T5z1fsaGBpy4sHZPZc2jCfoaOOfHEE999991vu7V7vmTZsH8BfSfO+b59+9qOm8vOzg4Gg511/1VVVW+99dbKlSvLysrC4TAA5OXllZaWTpgw4ec//3l2dvZ33kM4HD7ppJPWrFljbTocjpdeemny5MmdVcLvK3NxJk2a9Ne//rXtTQUFBSUlJT1RqO/BNM10Ou3z+Wz5sY9SKqX0+Xw2/thnyx/PWvGSx+OxZe3s3Sytj322fOIAIJFIeL1eW9ZOURTOuc/ns2W85PF4CCG2fOIAQNM0u75a6rpuGIbP57NlvGR1cNjyiQMATdNcLpcta0cptb7/27J2AGDjV0srXrJl7TJf6GwZL4Gtm6XX62WM2bJ2QohkMon9DIcjG/czHEyzvOTuC94f0vu1h/8pzEYAohBl8yeeaH3d0BtFnb8QAFbE30kF4//31KzHr/tb2dp1AIIRBSSP1MHKOZHRt7NY7wJXIRTf7q6+MydR3UgIJdAyS96Gd9URsqz0ksFUQN2rjSDBSpisxCjRxAI5PBpmxGybMEnmJEYKVCJBbV9aUyfND6Rcs53pXDYou2KjSaO8sNgbaEwlInoSAOJcoxDVnwAAIABJREFUdzHVpzgTZto6JcmN6lSsyJ2ltLbe92vLNBDXjzxRpawzL3enwn6Gjnnrrbc2bdpk/aPOmDx5cnfOj2fD/gX0jaqqqlavXr18+fJly5atW7cukUi0vfVPf/rTrFmzfvijbN++fc6cOYsXL84sVtTWo48+6nK5LrzwwjvuuKOwsPDb7iQSiUydOnX16tXWppUtnXLKKT+8eD9cMBjs/pWfEEIIIYQQQgghhBBCPxAhZOpFE3OKs5+7/XEjWQcAjCiVW0jilqZRs6G5sBAA1oeXxX3hKx65bsGND29athJAMsIEQCIMq+Y0H3UrJAcWOPNo0Rxf5TwjWRslQDIx0qb32Ai6o+R3gyHF698Jt0+YGkmoSDTXECL2z5JHmZQOIqUkBoBKWkcvtazDlI4S5eGIMieHK3R4XsX6OrVaMwvcfgdjDcm4BEhxgxHiVRwJsyVj0Lm5LxEu9PjdrCWwWl67O2qkbj5yile14Y+6fswopSNHjmy3k7FuzRFtGMIji67rzz///MyZM0888US/39+rV6/TTjvtnnvuWb58ebtsqbM8/PDDo0aNWrRo0TdmS5ZUKjV//vyhQ4cuWbLkGw+IRqMnn3zyypUrrU1VVf/973+feuqpXVFghBBCCCGEEEIIIYTQj8rYk0bd8OytwYJe1iYlLFzjXDm7OVhVbe3ZFd/4ZsNTF/51xtiTj7NiHgqMEiWVIGvmNbv31gOAM58W3x70FnkBwEqYrCM3vUPZKzt6/T4vf6pfgBBSZG4CgGg19B4uCPnaXHVMldRJKJGEy8yRrTkTJPYR35vNCqEOJkfm72Esti8eVgkr8gQIoQDApUyYhltRM+cKKaoT0ZiRzjzEhqbqm1a8UZ+Kd8HlRD9qGC/ZVjgcvuCCC+6///5PP/00Hu/y146bb7756quvTqfT330oQCQSmT59+tNPP91ufyKROPXUU7/88ktrkzH23HPPnX766Z1cVoQQQgghhBBCCCGE0I9VyeCiPzx7R8mQUmuTAk1FnWvuCOfXV1p76tL7Xq556NTbz/nJ2Se0JkyUEkXX6Ia7Gr11DQDgymNFc7K9hQ74esK05l8069MdvX5fWHSiUwIXkrdNmKo2kUETTPh6xCQleAJScklE24SpRc0bImt3nAJxK2RU/h6Vpaq0aJIbvb3B1invZNI0nExpk03JumSsIbV/jMG+RPiGL98oizZ26oVEP3Y4OR7qBI899tif//zndjtHjBgxbdq0/v37m6a5a9euxYsX79mzJ3OrlHLGjBm9e/eeOnWqtUfTtGnTpn3yySfWJmNs4cKF5557brfU4GCFw+HMrH0Wj8czbNiwnioPQgghhBBCCCGEEELo+8ouDP7fM3c+c/OfN3yyAQAIEK3JufL26DF3ytqcEgBImJFXqx77+fW/8Waxd55ZCgAUKCGQaIbN8+qP+COLZYWc+Urx3MKqO6oS1WZmljwp5fJHYEpOmbxqoCJ2VSwzxNdnydv5ORs+2dzyEQMCIFuGKcUTrLg0XbXLQVQpW2Ki1qhJkOh8zTFXNVxOryqPKixfU92vOS3T3CzyZNUl4yluAECaGwplXIjWu4SInjSFyHf7KCEA0JzWZq98a9ZRU47KKe7ei426hGEYGzduFEK03XmAecW6AsZLPzqMsWHDhtXU1DQ0NHTKHW7evHnmzJlt92RlZS1YsGD69OltU/h77rlnwYIFbUc4cc5/85vfbNmyJTs7GwBmzZq1dOnSzPGFhYVLliz5tjn02rn44ou7dHGmpqYm64+PP/543Lhx7W6dM2fOTTfd1HWP/sOZpqlpGiGk3cuNPWiapmlaPB635ZKb1lSWtlzw3DTNZDJpPXc9XZbOZ/tmaZqmXVeW1jRNSvndxx2GUqmUpmlOp1NRbPjxT9O0ZDJpy9cTANA0zZbv4ACg67qmaaqq2vKdLh6P67pu42ZpmqYt3+as15NEImHL2sXjcRu/WiYSCUVRbPk2Z32hY4yZptnTZel8P4ZmacvaCSGwn+EwZeN+ho41y/PvuO7vt/6/Tcs2AwAAidU7V8yJj7+rvCpUAgBpSC7Z9+Tx50z7mZl+/7nPAQCAUoBwDWy7s3rQXBJzZykhUjQnv3xOZboZoDVh4lx+co954h/38iv6GrFdNV+JzDpMEiQI2LOSDPmJufVTBQiQ1jioqsLZb3hyzxYXUVsDotaEKVbLBr3RWHFmvkIUv8MYXVixsqpPwtTTCTPf5UuYLGKkAMAQnAKhQHjrHcTNtJHghW4fIxQAEiI9d9U71w2bMC67Vydc9E6C/Qwdc+qpp7btTu8RNvzghdphjA0ZMmRsq9GjR3u93p/97Gcffvhhp9z/tddem0qlMpvBYHDp0qVHHnlku8MURbn00ktLS0tPOeUUXW9Za66uru622257+OGHASAWi7U9vrKyctGiRQdZhgkTJnS8AgehqqrqALd+9tlnXbScVWcxTdMqoS37TDVNSyQSLpcLP/YdXqx4KZFIuN3uni5L57N9s7Txx75EIiGl/Po82DaRSqUSiYTD4bBlv1sikbAq2NMF6RKJREIIYctmqeu61e9mGEZPl6XzaZqWTqdt+TYHre8F3bxucPdIJpPWL2Bs+SZudZh6PJ6eLkiXsHe8ZEWe3fx75O5h72aZTCYVRbHlRxQhBPYzHKZs3M/Q4WY5/abLTeORbV9stTZj9Y7V87Sxc/ft87UM8fm08dXBZ4w7Ljrq81e+AgAChAKr3w3qHyv6zO4VVX00RHvNyt8zt1ZoAAAUFAFmSoMv7tSOubuKX10Sn7MvXiOkBApMAJcgtRgNl/P8/rxuN/tawlTuzM43mhtU2P85qyVhKnvbccSYxm19cxVCsxzauKLKVVUlpuBVWjTkcOWorkY9CQACJAChBETrdUhzozIRLXB5FWutJuD3bfr0itJxY4JFHb/cnQr7GTpASrlixYoDHJDpge9SNvzghSwej+dvf/vbuHHjjjrqKK/X20WPsnz58g8++KDtnvvvv/+/s6WMKVOm3HzzzXfccUdmz/z582+66abevXt3UQk7xYgRI6w/gsHggAED2t6Un59/9913FxQU9ES5DpZpmoqi+P1+W35k1zQtFovl5eXZ8mOfqqoAYI3wsxnTNOvr6/Py8vLz83u6LJ3P3s3S6XSappmbm9vTBekqXq/X5/P1dCk6XyqVcrlcOTk5tux3S6VSyWTyEH877jBCiMfjsWWz1HXd4XCEQiFbdnC43e5UKmXLtzkAIIS4XK6srKyeLkjn0zQtHA7n5eXZsnbxeDyRSNj11ZIxpihKMBjs6YJ0PusLXSAQsGW/m72bZSQSYYzZsnZCCEop9jMcjmzcz/BDmuX/PnjH/Jl3b1q+wdoMVznXzUuPv7N6r6+PtWc3/6r/JSPHJsSa9zcCAAFCgFRtA8f9VSU394tRr1qq9rlelv25lglKgRBQuDRjjXTDn6NH3e0iN/fZfnO5qQkJ+2fJq92rDjkmFamhepJkllvSdcp9lIAkgghKoCV1kgBECFI+n/S5M15OfRRIwBUfV9SwprbQFDxspHyqs9ATqE/FrFRJAjDCBLQM5OIgatOJIk+Wk7V8H3yyfN0NweBxBf06fME7EfYzdMxTTz318MMPZ6YKs6xbt876PUr3fMmyYf8Csvh8vmuvvbarH+Wxxx5ru3ncccdddNFFBz7llltuefbZZ/fu3WttGobx9NNPz5071+PxhEKhjhWjqz9kZ+LlSZMmLV68uEsfCyGEEEIIIYQQQggh1G1Uh3Lpvbc8cs0fd6zcaCU6jRXqmnmpY+aVl7laE6bkhoIr+w5LDNjyWRkAWCst7VkL3kfLQlcNjIHHN9rf5zK+97EGhVAChBGVS6Nuj7L7/pr+s5gxs3D73TUgRdt1mLatcI2cmFq/1EXAWoYJCIFok5JTqDdUqtQhBXwtYQrXst6Lo1nnuKKcGUJmuRpG5AR3NvsSZjpupNPcLHD7G1IJQ3AAEEQQSQS0LOTEpajUIoVuv0dxWJt/+erja4/4ycTigT1xyVEnOO+8884777x2O7Ozs5ubm7utDDYM4VG3MQzjzTffbLvniiuu+M6Bfg6H45JLLmm755VXXgGARx55pKmjZsyY0em1QwghhBBCCCGEEEII/Rg4XOqVD9w8cMwIaB1JVLNbXTU3PVivzBxTa+7Nu76w/5EtkzBZGdKmpW7t2Z0+kgSA0JRg4VlBU3IJkgAwogKQHasc9U/u6z0GSs4NSSAShJCcEcV6oI3/cQ8ao7feYcv/Ghoc3iAXBtDWmfEAwMqZNr7rObKsRqFESjAED3l29s5iQacHgBiC1yRjAafbxVTrcAmSAMnMFSilrNZicaNlsIsA+cDGT5dWl3XNFUU/ChgvoY5bunRpOBzObGZlZZ199tkHc+Lvfve7tinU+vXrd+3a1fnlQwghhBBCCCGEEEIIoYPgdDuueGBW3xFDM4lOVZmy5q7kSFGTOaYRqvJvKiwe1LJqEQFQiLL2DTd9ZbuHpACg4Nzc7J/6+NcSJrr2XZd4pazfWd7QBF9rwiSshElKuWeDI6eEZ+7Q+m8yyQgB4JJ8PWGSEr58zD0e6lRKAUCCGXCvDzrUArefECKlbEjGFUp8ijNzCgAR+5ejkrXJeFNaszYEyAc2fIIJE+ownBwPddzrr7/edvP4448/yLWLi4uLhw8fvmnTpsye11577brrruvk8nWBPXv2zJ8//zsPczgc06dPDwQC3VAkhBBCCCGEEEIIIYTQD+f2ua5+7JYHLv/Tvs1brNFCe7cwekfihDvq1kDLmppxtaFoVn7yVqO5qsHaw4iy7B+eSe5t8udDk+DsfWVhuqlK26AxwggQhSimNP/zD++0vG1Drhq6vsZMliUl8MwseaYhkzFQXdJIEWidJU8CYao0UoQRCRRkm1nyYo2s8YVU/4tje4wsQ3CXknQ4tySMwb08wRotakoeN3QHZX7VFTNSAEBACgAuBSPWUBPZnNaElLkuLwAIkH/b8EnSNH7Re2h3X2500MrKyj788MODObLdUkxdDeMl1HGrV69uuzlhwoSDP3fChAlt46U1a9Z0WrG6QEVFhfXH2rVrD3Iivueff/5ggqjuYZpmJBLxer22XAk2lUolEol4PG7LJTetAYKRSKSnC9L5TNOsrKw0TTORSPR0WTqfvZtlNBo1TTMWi/V0QbpEY2Oj2+225QLFuq7HYrFoNKooNvz4V1lZmU6nnU7ndx96GLJxszQMIxqNRiIRa4lpm4nH4+l02pZvcwDQ2NjodDq7YoHiHpdKpSorKxljtqydpmnJZFLTtJ4uSJdoampSFKU7FxvoNtYXunA43D1rdHczezfLiooKSqktvxQIIZqbm7Gf4XBk436GTmyWp95w7j9vfaZx3x4r0SnbRNhdkfGz+Jc82zog7azP/UNAm5tKRlq+GhNgS59y/yKwuXLMoLRUe12bUzbX5BVpCgyAUKBC8jcf8Jw1d3PkukFbZ5syYkjgAJIC42Amwiy7wGxKfu3LGgdCmBQmYQ7Joe1yJPKrDzynja1rGOqKEZWDLPQ2NmkVDcncXNXZoKd0yVPc1Dl3U6YJ0xr9JCToQii05X6a01raMHIdLUMFHly3tKa2ZmJO3x946ToG+xkOzDCM448/vrGx8XudJYTo8CMePBv2L6Bus3Xr1rab48aNO/hzjznmmLbpy5YtWzqtWF2gA6lvNBo1DKMrCtMBpmnquq6qKmOsp8vS+XRd13XdMAxbfuyzWtGh05Y6kWmapmkahmHL2tm+WXLObfnEAYCu64wxW/Z0Z5qllPK7jz7cGIZh1a6nC9IlDMOwd7PUdb2nC9IljFY9XZAuYb3H2bJ2uq7/GD6i9HRBuoRpmlJKW9bO+kKn6/p3LnV8OLJ3s7TexG1ZOyEE9jMcpmzcz9CJzdLhUX5122/+Nfe5cOUeK2Havo6Sv8SPvQk+N0LWMTJPK7oxu+JurmutPyeS7J37fafO3r5r6OC0S+l7Y17ZbXXQrFPCAIACEyZf8kfPuffsSF47oOyPDczkQgpKCAUmgDfVKqF8M1yvtP3GJiQxdeIkgjkkl5kBTABAPnw86/T7y1+T/RgwQuiQnKpVVe66NM92uBKmkeCGAJngppOytBQgJQUCRJpCKC1jmEDjRp0uc1U3AZAgX6zawjk/MdT7B169DsB+hgPr2O8wMF5Ch7Ta2tqmpqa2e/r163fwp7c7eOvWrVLKQ/az8oABA6w/+vXrN3Xq1O88PhQKXX755d/rgnQp0zQbGxv9fr8tf/isaVosFsvLy7Plxz7rX1l2dnZPF6TzWV+Si4uL8/Pze7osnc/ezTIcDpummZub29MF6RKBQMDr9dryF+upVCoSieTk5Nhy9JLT6Uwmk4MHD+7pgnSJuro6j8djy2ap63pzc3MoFLLl7/Gj0WgqlbLl2xwA1NXVuVyurKysni5I59M0TUpZWlpqy9rF4/FEIlFQUNDTBekSDQ0NiqIEg8GeLkjns77QBQIBWw4TsXezBADGWKZLwU6EEPX19djPcDiycT9DpzfLfgtuu++Sexr27bBCnR1rqXpfcvJsz2d663IYQ6Dfzb123VUt9NaESdC37vGdOW9n2YAj9GJl0C29tt1WqaR0RhQChBCiJ+HVeZ6z7y03Z/Tf+0itQrgETonCiCKkGa5TfEEej7TEYxKAOcDUiZ4mTiqYAkIS2TpFXiLC1j/rnPC/tf+JFyqEeRQYWVC5urp/g5EKOFweh7MxrQFIA4SDUS6kBEmBCClNKRTCrFFMuuQNZqrIk6VQCgBvRMoLCgtP7TuiUy7gwcN+hu/03nvvvfjiiwfzy7yFCxdaIyW657u/DfsXUPdoN3QJAPr06XPwp/ft+7WxlvF4vKKionfvHojHv5fRo0c/8cQTPV0KhBBCCCGEEEIIIYRQFwrmB66bf+P9l/6lsaIlYdq8gjjubfjpjfw/qZZ8zjmM9/m/vD1/4cBT1h6hq6/d6Zl+96atvUb4StX+1xeW3VPtEIaVMDGiRBvg7bvEtLv3/GtncfjdJkaEkCYlCgEmCY82KapDcL5/ESanTySaKTOkSiRlRABpnZFCbvzEM+S4xoEjoztSWYyQkCs9PLdxU31uRE86qJLn8jakNSmFKQQhBICAlJQQBaghuEIpIwQAdGFWapFiT5ZKmQT51LYvU9z8VemRPXHJ0bc64YQTTjjhhIM5ctGiRd25/JINQ3jUPRoaGtpuZmdnf6+fBpSUlBz4DhFCCCGEEEIIIYQQQqinZBcGr3l0ZqCwFFqXPlr3Kf383vAUdzhzjHcMKb4yV9L9A0z1hPr6PNeo8EYFzOyxrpJL8nWpcGlKkFbCVL1T/c9f5dmX1TmOCAhJAEBITgghQCmTuk5k66xm1qO6/TIRV7hJiBQEgOyfAEq+/VhooqgKKQaXQhe8yFc/MMgJIbowG1KJoMOlUgYAUkopwYqlKCEqpabgZuvDmIJXJCIpblqb/9i5+t+7vuqiS4psBuMl1EHxeLztpt/v/16nu1yudgP02t0hQgghhBBCCCGEEEII9aC83rnXP3FDoGBApiN97X/IioeapnrjpHWVpNCJat5FQQH7J3zWmhyv3+Y+KrmZEVE01ZtzRo4hWduEafsq18anU2feHJMFPgkEQArJKaEEKGMgATJ3TgCoIlWn1OKUG4SCIADQmjBpUfr+I4HTg+VOSkGCIXhRVlkfn9saitSc1hihTqYCAAEJBLiUEoAS4qCMS2kIYT2MkKJKi2hmy9xrz+9c/a+ytd1wedHhDuMl1EHt0qAOzAHtdrsPcIcIIYQQQgghhBBCCCHUs/L75F798HW+nP6ZvvQv3iVfPFQ31Z/IhEAFp7izTsvioGbOClc73rrdMUbfyED0vyDgPzFkSto2YVr5tjf6UfPJt5hph9tKmLjklFAAQgmYJiWwP2FyZwnDpHqaCBMoyEzCREBu+9Jd9wlM9FerjBEClKRDnk0ht8enOgAgxQ1DcJfisO6HEsKFEFISQlRChZSG4C1z7UlZrcWiesssf/8sW7tw+6puucDoMIbxEuqgRCLRdhPjJYQQQgghhBBCCCGEkP0UDyy85tFrPaF+me70z98ma56smxaIZ0KgPhf4vVP8HPZP11S/2/nxn5RxdAslctD/ZjuOCHBJuDQlAAHCCHtvQVagouaE62lSOgHASpgYYUCIlJBO7k+YAMCfw2MRxTSIFJK0JkzWf95+IjQg0TzEGVYpY5QGXAm3UiaB5Lg8QIiQImXqKmUSCAFglHIpTSkoIdYgJ53zlkFMIOtTiaa0Zm0s3rN+4faVXXtl0WEO4yXUQbqut91UVfXbjvw27U7pzjXHEEIIIYQQQgghhBBC6CCVDC6+9rHrPKH9Y5iWLiYrnqw/NaslYSIEBlwWUMd7OLDMWXs3uJf9hRzDNjNFDrshVxT7ORAuDQlAgBJgr/4tMDJQPuwcR0pac+tZY5iY4gDOqd4mYWIMvEERaVK4QYiU+5MnKdMaff2B7Km+fdkspRCqUtYvVKfSpnA6FXK4FcoAwBCckZZ1m1RKCIAhBCHgIAwIGILzlpFYsjmtNaRaxhUs3rPhWUyY0LfDeAl1ULuxRx0Ih1KpVNtNj8fzQ8uEEEIIIYQQQgghhBBCXaD3kOIr/3al098v06n+0Uvkq+frzgymW8IeCkOuy6EjPbxNr/v2L92rHoax6jbVC0fcmqdneYUEK2GiQCVX/vnH4GlTdhVOcOrS+i2+tQ4Tc/tEKkWESTJJkssnCCOJGOMGoW0GMIGUZeucWz7wnhGqUIigBByUHZFfSYnenNYclLoVBwAIKYUAAAJAGKGEEENwCUSlFAiYQphCWA8U0ZM1WkyCBIBX9mx4ZtsK2WYcFUIZGC+hDvL5fG0322VFByOZTB7gDhFCCCGEEEIIIYQQQujQUTqq71UPXun09YXWIUpvPUfXvlB5ZiBNiQQAqsCwG7J5fzcHkjlr/UeebQuMMc7trnw24pa8lNMjYX/CpCccf78tdOHv9zr6ukxp3W1LwuQPimgzA7n/vgJ5ZiLO0inCTWAg2iZMbz+ZpdQbvww1KpQRAI/KRxfWUUI000hzw6s4AAghUoKUEiSAQohCqCG4lKBSCiC5FIZomScvYaarElFrSNOSvRsf3/w5Jkzov2G8hDrI6/W23WyXFR2MdomU3+//oWVCCCGEEEIIIYQQQgihLjPgqH4z7r1McffOJEyvL6DrF1WdFTAYAQBgbnrEnFyjyMnbnPXFEl/tktRR6g7/QHXwzLw4uNsmTNFax8v3+C+/uVxkubi0euylkJwQ5gvypjqFWkkSAGMQyDPDjappECGAtkmY9CS8fF9wiFL3k4AedHgASNAVGZWXdDFVSJkwdZVSQigBIERKKbmUlBCVMVMILqTKFAAipDAEt3KkFDcqExFrSNM7FVsf2/y5kJgwoa/BeAl1ULs0qLm5+XudHolEROtwS0u7vAohhBBCCCGEEEIIIYQONUPHD5px76Vqm4RpyVNk82v7zg4mGZEAoGbRI27PT2W7zDZnvbcgK/FxfJRaljPOWXpZTkK49idMhFVtd320wPPb2TUpxSWklSVJCVJRmcsjI40KJS0Jk9srnR4RblS5QUACbTOoaO8m9cs3PGMcO/p7oJc3oFKW59s7IEBynV6wpsKTkhEKQCghYC2/BOBgTEhhCq4wCkCklDrnVpJkCLMiEda5CQDvVmx9dPNyTJhQWxgvoQ4qLi5uu5lIJJqamg7+9L1797bb06tXr04oFkIIIYQQQgghhBBCCHWlEccP+e3dF1NHCRAGAFLCoofpljeqzgnq1hgmZw4beXte0u/krfGPlLDkoYD8MjJc3Vs81VNwakCTLQkTADDCdqzwbP8PO/3SJk26W+fDEwDS4wdTEC3OKLT8WD8rj5smxGOMG4SApCBbp8iDdxf4olUw3rHZw1hvXzDb6SrI2hFyOUo8AZUyAMlBABAJwAhhhBicSykdlIEEkwtGKQABkIYQ1sx4XIpKLZrkBgC8X7n9/o2fCJwlD7XCeAl10LBhwwghbff8d2J0AOXl5W038/Pzc3JyOqdkCCGEEEIIIYQQQggh1JWOmnTE7/94MVVLrDFMUsKLD9JtH1ScHxIKYQDgLlaG35wbdzjN1hE/UpCX7g16NzYMUCoHXBTIGu9LSQeANKUJAIywVW/7HNw4+pR4QrishEmCAIBQroiFmaFTa6wSoxDMF/FwyyJMFGRmijwjRRbdFwhAYqBaSYBkOz39/Y7BORVOpvT2hQION0gCIKUELiUhRKXUlIJLqTJKAbjgBIiVMJmCW0sxCSmqE9G4oQPAJ9Vl961fynEMEwIAjJdQh/l8vpKSkrZ7du7cefCntzt42LBhnVMshBBCCCGEEEIIIYQQ6nqjp4y84NbzqdrLGsMkBPz9L3Tbh7vPyXYyogBA1iDHsJtyE8xhypaBR6ZB/nl3dq/y6iK1afh1IcdgK2ESrQmT8u7TgSOPipaM5EnptE6RIICQ7HzeUK0I0TKsyeUR7oAINyimbi3CtD/v2bdZ/fRlz2ClnBEBAA6m9M7STh/gd1CW6/IWe7IYZZQAJURIKYE4KJMAhhCMMUqIBJEZUyCksBImCbI2GYvqKQD4tGb3fRswYUIAGC+hH6JdJvT5558f/LmfffZZ283hw4d3TpkQQgghhBBCCCGEEEKoWxw7bez/zDmfKCVAFACQAp77C927bMM5ufkqdQJAaJRz8MzcKDgzCVM6Cc/dljO8YW/IpY28JRuKvGmpZhImIpWX7gtN+3WtM4empMM6RYJgKmRly/pKFVqTpEAOB0aaWxZhkhRaBjABwIf/8EfKRSmrtjYJgA5r7hx3/BGhQreilngDXtVJoCVhMoRQKGGEGIJTShmhUu7PjqQUhuACAEDWp+KNKQ0AltXsvnf9x7y1RuhHC+Ml1HETJkxou7n4zgzFAAAgAElEQVR8+fKDP7fdwSeccELnlAkhhBBCCCGEEEIIIYS6y3GnjfvV/50FtNgaw8RNePpOum/Zp7/OG+CgTgDIHe8acGkoJhym5NYpiQg8Nzs4NrbHl8VH3ZpjZHl0qVgJkwQAQ33l/4XOvbLWdDp0qVqnSJAev1Rd0FSrEJAAQCmE8rmRJvGotQiTyEyRZ+rw0l8DA6FlABMAcGmuiy6ZO+5nVw4/3q84C93+fLefEqJQQgkxhCBAVMpMzgUAo4wAtM7OB1JKg3MhJQCEda0+FRdSfla7589ffVSViHTvxUaHFoyXUMedccYZbTfXrFlTXV19MCeuXr26qqoqs6mq6imnnNLJhUMIIYQQQgghhBBCCKGuN/Gc48+eOR1okdXfbhrw9DxaseyNX+WPdlEPABSf7C05N5QQDi5N65RIPfxrjvs4vdxXQEbNzkk53FxSAMGlKQHSMceHT/nOmNGcBJdo7cMXIEK5wtRJMk6tYUpOt/AERTzKTBOECVbsZCVM1WXqFy+xvmx/H2yTXru8/vWTS4Y+ePz00bm9/KqzxBt0MoURohJqCsGFUJkCUnIhKKEEpLTiJQAJ0hBCF9yUMqyn9sSaapOxpVU7r/xs8R1r3lvdUCFwrrwfJYyXUMeNGjWqtLQ0s2ma5rPPPnswJz755JNtNydNmhQMBju3bAghhBBCCCGEEEIIIdQ9Jp//k2mXnwqsEIAAgKHDU/NI3cp//arwpx4lCwD6/dqXf1pQk0omYaqvIG/MI8fTOv9AddjM7ARxSSBWwgQAkVrn1nfp0dNTmnBmHkUSkV0omusUYWamyBNMkYkYE5wAly2z4xEAgKUvZPl372Owfwq7TdEvdsTX5bt9c8ecfOORk3Kd3l7eYLbTQ4A6GAMCBjetMIlLIQCsSfKshEmAFFKaguvcTAkznE5WJiK7oo3vVmy9ZeWbVyx/afGe9TEj3fVXGh1CMF5CP8hZZ53VdvPxxx9PJBIHPqW6uvqFF15ou+fss8/u/JIhhBBCCCGEEEIIIYRQdznlkik///0vgeVbm3oKHpsta1c8eVbBz31KAAAGXJQVnJydlsxsTZj2biUf3aWNVVO5R7v6XZidlFaSJExpEoDqHS5arfU6mmWmyAMApopgnmyoVomUAECIDBVwLc44B24SIq2EiQCA5PDW/f4CsbdtIZfWvRwzmwBgQkH/hyZMn1DQL+T0FPsCCmEqoQplAK0ZFexfzMmSGcwkpDSl0AVPmkZjStsXD6+oK//bhk8vWvrCo5s/2xtv7uQriw5VGC+hH+Saa65xOByZzfLy8tmzZx/4lKuuuioWi2U28/PzL7jggq4qH0IIIYQQQgghhBBCCHWL0644+eTfTgOaY22mk/D4HKPpq4fOLDozS80mBIZeEfCOD5qStCyzBLB9LVl3b/Uol7P3ad68U4KtSZKVMJEdKzxDihvVEpeA/UmP22+qLkhEqDUZnsMlvUGhxRgACAPACpcIAYD6vUrDoiYuUplzdZF6p/rvXHIACDrcNx05ec7ok0o8Wb19QZ/qZISolBFCCQAB2TLbngQA0m7yu8yQJitnihnp2mRsS7ju6W1fXLz0n9d+/urHVTu5FIBsDeMl9IOUlJTMmDGj7Z6HHnrokUce+caDpZS33HLL4sWL2+689dZb3W53FxYRIYQQQgghhBBCCCGEusVpV/78p+eeArRlKZBkAh6+MRHd/MD04v8JOvKAwpBrQ+pQvwDg0pAgAWD9MqhesGOQKzTwtwHP0VlcWp32LQnT6jd8P5nUrHtcbR8lkMtTSSaMltAnK5vrBhWCSAlgSmiTMK1+xeNv2JWZkQ8A6tIVXza9k9k8Oq/3g8dPP7t01NF5fQo9WSplKqWUEAKESAIggQCAIADwLQssWVGTlTNF9FSlFnmvYtuNK14/64OFC7atbEx9x2RX6PCl9HQBUBf64osv7rvvvm+8acOGDW03X3jhhTVr1nzjkQsWLPB6vQd4lHnz5i1ZsqS8vNzaFEJcddVVa9asmTVr1qBBgzKHrV27dt68ea+++mrbc8ePH3/55ZcfTF0QQgghhBBCCCGEEELoEEcI+fUfThOcf7rodRAxANBi5LGbG296/IEzS2Ytqfp7I1QPn52/+TYh9sS4NBlRCJCli/nFQ7f1OW6EmCk3zzXN7VEC0lqHiRFl7WLnlEtTSx9WHdboJABCZCCXa1HqDwlJCSEQzOPJKPVmccGBMpmZ144bRC7T4tMasxz5pHUI1Lrm//R2D+7taem89anOiwYdfdGgo5OmURZvXFW3b1V9+aZwba0WNwUXIECCJAAEQAKQ/6pzGxKAS8klb04nw3pqe7juqW1fTCke9JtBYwcF8rromqOegvGSne3bt2/RokUHc+SGDRvaBU4Z8+fPP/C5wWDwxRdfnDx5cjKZzOx85plnnn322aFDh5aWlpqmuWvXru3bt7c7MT8//8UXX1QUbIQIIYQQQgghhBBCCCGbIISce9N0Kfiyl14HqQFAUy3Mv3XP1fc/eHrxzNeqnm2AqmG3FmyZY4rqZCZh+uf9iRuHVvBQKZ8lt83WeXUSACQILs20xsKfG0de6N30LKfQMuMcU6XionqaONwgAVSnNFxECKAUQEhghABIQkDKzR+4Rp9WX2V6PIrfOleCXNbw2rm9Z5Kvr67kVtQjgoVHBAsvHnw0ACQMfU1jxfuV276s21eRiOjclIRLa9o8+O6cSUqZlrwmGXuhbM2i3V/192dfOuy4ab2HqZR1+jVHPQInx0Od4Nhjj33llVd8Pl/bnUKIzZs3v/HGG++8885/Z0uFhYXvv/9+3759u7GYCCGEEEIIIYQQQggh1OUIIefNOvvIKROBOK09ZRvJv+/f7EouOL340nxnbzVAB80uEl4VQHJpSpDpJCy8q+pkV7J3fr/SWcXS3fKjfAlCAN+6wnFMkVb0U49sk+q4vEJ1ShAtgZPbJ5gCACA4sZZNsqbIi9SynB2xpIhYSy5ZmvSanYmvDlwLr+r4SWHpvLG/ePcXl206+4b3Trn8uhETR2UXu1RGQHzLVHnfQALogm+L1P/hi9dGvvTXX3/w3O5Y08GejA5hGC+hznHyySd/9tlnRx555MEcPGXKlFWrVo0aNaqrS4UQQgghhBBCCCGEEELdj1By8R3/02vIUUBUa89nb5GP/7XMpb98eq8Zxe7+7kKl79XFOmQSJijfDq8/tur07Jz+A0qLLsjnsmWUjwAhQLzyKLvoNyrxfG0uKC6InqLUCpMImJwK0TJFXUsxAICQnR85ByiRuBlue+6Kpvdk61iog9HfH7rqiBNeOem3m866ac1ZN9wwamK/rBAjRB580ARgSLG6seJnbz0++N9/mvLmY2+XbxHwPU5HhxScl8zOCgoKfvazn/3AOzn4yetGjhy5atWq559//tFHH125cuV/v6wwxiZOnHjNNdecdtppP7BUCCGEEEIIIYQQQgghdChzepxX3HfJPRfdF2vYDpIDwMuP0/xerx4xKTit6JI3qp+CcbvD03LCr9crhHNpMKIuXUwGjXrp9J//rzFNb/xC0zdErHFIEkQ8Qj/5Z/yk8/LefaqGktYp8hQwUkRwSRhIAMUhtQhzezjnhDEhgFpjnTYt91x2WV2ZzNKF10Fd1rlhvX5rdNWwrGM6ULUs1XnF8OOvGH48AOyINsxe+db65mqD8+88MYNLuSfefNVniwkhPuY4Kr/XL3oNPa6wX29vkBx43j10yMB4yc5OPPHE999/vzsfUVGUiy666KKLLqqpqVm1atX27dtjsRhjzO/3Dxs27Oijjw6FQt1ZHoQQQgghhBBCCCGEEOop2UWhGfde8sDlDxnJcgAhBTxzN/1D4cLiEVlWwiR/s2v99rTYFqFEWOswPX8vnTVw/hkDb4peFf/s6s1OvWXBewHmio+US2+t8xf647VR0jroR3FAIkL92VwCJRSEhNYVmIBQCUAIgKmTfcvV0hOju0015CjI5Dcrm94f7B/DyA+KCQZl5f57yoUAsKGp+s61769vqjbEQedMhAgJMZ7+tGrX8po9CqX5Tt8ROUUnFPQfGsw/MqeYYtR0CMN4CXWJwsLCadOm9XQpEEIIIYQQQgghhBBCqCeVjup73i3nPTd3IfBqAJnSyPzb4YaHHvYUB35Z9LslVfOHXC/W/p/h1hIEBJemFleevtOc+eDD5xx1Q8W5j5cvrHQQHQAkgJD834+wMy5ILnzAoUDaun/FIeMm44ZgqhRAHG7Q4syXxYVJmENyIFY+s+4D71lTG8qiWZoZ8ypZ1rkxM7w5umJk4PhOqenI7KJ/T7kwzc1Fu79auH3lvkTEFPw7Z74jBCQQQqSQ0uC8LhX7T1ViS3OtX3UODxbcdfQpjGDCdIjCtZcQQgghhBBCCCGEEEIIoa5y7LSxk/9nKrB8a7Ougjx9F4jIXxxi72nFl5aU9Bl4eU5CuCQQAMGluXcbee3pSCD55OWXzXAMycoswgQgmxt5eZk5aKgqILMTPFki3KCAlATA6RZ6mgoBUgIIICAlAAHYt9VpVMr+jpjGY1yamXNXNX1gSqMTK+tkygUDx75/yuWLfnbhGf2OyHF6HJRROFBGRDL/AeBSAkBUTwLA5nDt1nBtJ5YNdS6MlxBCCCGEEEIIIYQQQgihLnTWtb884ifjgOZam1tXk5efMGT0j07ZdFrxJUMm9s3/RSApHQAgQXBpfrSIrP90Ty9445LbfpNUrOTJIpe9Kcf8JKWQ/TsdLskF0VOUggAAh0dqcQYAnBMKElqn0Vv3gXesu55IETfDmYJpPLYhsrwrqjwyVHTv+NPe+cVls46cMjSYH3C4HZQx8o05U0shSWsKpVAGABRIrsvbFWVDnQLjJYQQQgghhBBCCCGEEEKoCxFKfnfX+UUDBwMNWnuWvkyWvR6T0TvdxDyj1+VjLxuo9vemWxMmU5jP/ZU2ln9+TGnVseeMjwtn5q6klB+/Zh5xjE7I/p3eIG+uV6QACtKbxRMxKgRIASCBtg5g+upDX5bQ+zviukjpIpU5d03zx2mR7KKKZzs9Fw0e98pJF99/7GlTS4YUebL8qtNBGSOUZIYsSUKBuajiVR1FnsDgQP7UXoNHhApvOHJSgdvfRQVDPxyuvYQQQgghhBBCCCGEEEIIdS2X13nl/b+956KH4k0cRAwA/v0wzS+pGzx2rjtw9/S+lyVuemDpdTtoSqjElCDiUfOZu9n197184W8u3vzxzmRVjYvo1l011ULfEQmn4k8bCoAJAG6vjDWCFmfeLK4o4HC2rsDECVOkACmBxMO0bI17zNi63bovZjZnOwoJEABIcW19eNnR2Sd1Xd0Vyk4sGnBi0YCd0Ya39m15v2J7c1qLGmlDcAqktyfr+OLSo7J7HVfQjwDgiKXDBY5eQgghhBBCCCGEEEIIIYS6XE5x6Hd3n0/VAiAeAOAmPDWP1u/bK2P/n737jpOsKvPH/znn3lu5qtPkQM7DEBUEJEkSBQTBDKhrwF1XV2GTLj9Xvy58ldV1V38uuIpg3JfOGnARV0BFFlTyOANDkDwDk7q7qrrSrRvO8/3jdvf0NHmo7uo6fN5/zKvq3pqq56l7uurc89Q59/MFJ/+uV//VQR9Z3pBMDA1AYB6+L/75d1TBueodf/4qo/ujbRdhwuqbUrsf3HSVOzkFqNBvKiOuiaEh2ZJp1BxjYGKIwJlYfe6eGwsDOtg5VTcSN6Pa5LPdU/ltM6rPwjuwR2neR1cc/Z3j3/X/HXLyJw864ctHnHXj6/7su4ef86mDTz5j5xXzM3nWlnoIy0tERERERERERERERLNhn8P2OOfjZ8BZBJUB0BjD1z7ltCpr0fhy0Sl96K0XLj9lqG6yBgqAwPzP9+MH7owPOfBnZ7zrmLbqM5PryRlsfBJuJnBUKqkwZYtGKYxVXACFQiRQrYYDwMSYXIbuodsyzapzSHpYAc24FkuUPFto2qurN83am9CfypyybO+3737wScv2yjpcYq1XsbxERERERERERERERDRLjnvbkUeffQScRVAegI2P46pLtGndguY3+lPzP/HpTxZ3LTRMVqAAxMZcfZlqlJtvOve23Xfb05eCTFSYypucoWVtQewoF4BSyPeZWtmJQqUUcsW4PuaIwMQKgIZAJIrUvb8tDDn+crcOSC2qTEa1pnJrI6rO/rtBvYvlJSIiIiIiIiIiIiKi2fPWvz5jr1ftBWcJlAPgvtvVf39Li/8L+D+Zl1/811/8OLLplqSTB49V5Ftf0K5+6rwLm8XUkmBiO4CnHvZSuRAwWmkAub5YaZSHXQCFYmRiNOsOgDiGArQSQO66Pq+AQ7NbFBAav21ayVPFEt1V/vUsvw/U01heIiIiIiIiIiIiIiKaPY7rfOBz585fvgh6STJKf/331e03Kml8R/xf7bPHfu/5u3cGkvYllTz+kbXuT7/t77Hvuteelkp7SyNMLCgnEEFkjIJS0Foj32dadd32dTojXlq2n8AEAJsfdzc/mpmn28u9OoB6VBFI8mT3jd02Fo7O8ltBvYvlJSIiIiIiIiIiIiKiWZXvy/35F9+dLZbgLAKUCL73L/rx+wWNyxHefcqbTzn2jKN9yYQyXkm6/vup1Xc03/xn989foBxnqZkY2/ebyktLLEYrBahCv1FajW52RVAoxuMTmAQmBiaWyLv7hpxS6tD0VgUYiZvRWPJURuI7yjd2482gnsTyEhERERERERERERHRbFu064I/u+SdysnBWQggCvC1f3Qqw7HULkP04Pv/4T177LlXQ3KxaADG4Nuf86qN2js+8qSnFPSC5CJMCmg3dBjAiHGU0g5ypTgMVLPu5EtGKTRqWgTxxAQmpbD6N1kTOvMcf5lXB9CM67GESUgPjt1ZDjZ37R2hnsLyEhERERERERERERFRF6w4cu8z/vz1UHno+QDGRnHFxTrw2zJ2STq19S8vu2BecWFDckklqVHRV/9fZ5eDK4cdvzWlC6JKyZM4nhEDIxAxjtKFfgOF8lYXSrJ5YyLVamgIjAEADfFr+oHbUkqpQzLDAACpRZXkqQRy++gNXXgjqAexvERERERERERERERE1B2nvOe4I854FXQJegDA+ofVtz+vxdRk7NNLdnXeedFbc3qwZjKAAvDoH1O/+M/4tAtGin2bU85CUdnkSZRGs6YMIBKlPJ0tiIlRK7u5Ygxg/ApM0fhsJ6Vw1w15BbVAt5a6DQChabdNM3mqR+prhttPdeWtoN7C8hIRERERERERERERUde84+/O2nXlTtCD0CUA99ysfvl9BTMsY5997ZkrDjvpUM/0N006efCN3yk+9ljjjAvKMJs9dxngAvBSYmIVhcpAKcTFfgFQLTuptDgukglMIpCJCUyP3JWpbFVKqUMzW5KnrYdVgQEgkNtGr+/G20A9xu12AEQ9QESSG7feeutJJ500dVepVPrsZz+73377dSMuIiIiIiIiIiIi6nluyr3gn8///Lu/Ut4skAjSvPZqPX+pOfS4J6V+2Vkfu+BPqx+tjKT8eGNGBWLwg88PfPj/37r/kd69v0857rI4ehIw+ZKpDuv+hbGBpDMmndPtJsrDbq4Y1cpuY8zJ5k0cK1eLApTIH3+TP+atYwsdf6Hb2hxlDeJGVCu4fQAeb6zb5D+xKLNzt98Yek7XXHPNFVdcEUXR1I31en02Y2B5ieiFrVu3LrmxZcuWG2+8cdreWq32ne98Z9aDegmiKCqXy81mM5fLdTuWzms2m41GwxijtYXTMcvlMoAwDLsdSOdFUTQ6Oup53mT51iZ2N8tqtRpFURzH3Q5kRmzdurXRaDQajW4H0nm+79dqtSiKXNfC7t/WrVt939+82c7Lzw4PD2ezWSubZRAE1Wo1CIJUKtXtWDqvVqu1220rv+YADA8Pp9PpVqvV7UA6r9VqjY6OFotFK7NrNBrNZrPbUcyUkZER13Xb7Xa3A+m85ITO9/1MJtPtWDrP7mY5PDzsum6hUOh2IJ1njBkZGeE4Qy+yeJzBjmb5lk+e/o2LvhdEQ1oiJe3vfkHNWxwu2e1uFf7nUecfcsOXfxfH8wPZ7KmoOqz/6wv9Z35005/+qBv1DDAIjChHHA+tMZ0rGYW42K/bTd2q6/xiAyCOVKupc3kjAqWggHtuyL/2nKpSale3uinMAGhGNVdSDlwAv97woxOK75qFrDnOsANE5LzzzqvVas/1gCAIOvuKz8rC8QWijlu4cOHz7D3wwAPz+fysBbMDoigKgiCfz/f09+tzUUoByOfzVnb7km+COd7AdkwURdlsNp/PW5md3c0yiqIoiqw8cACazWbSMrsdSOc5jmOMyefzVpaXkj83Kw8cgFarlclkrMzO87zk88TK8lIcx67rWnngALRarVQqZWV2SqlsNpvL5azMTkSUUlamBsD3fVv/6CZP6KwsL9ndLLPZrK3N0hjj+z7HGXqRxeMMdjTLPQ7Y9V0Xn/3tf1wlsghmY9sPv/5/Un/z5ai/9Nu9VizO/PlJ//3VG9oGsdnkqPihO9Nrfps96b2j13w5pZzlMIGRWmEgHtngpnMCV2fyUSqTCnxURx0vI6GvGlUnmzMmhuNCAeWn3Q0PZJbv6y/1mmipJIaWqZW8IQU1Yp6qupuXpHeb6aw5zrBjVqxY8Yc//OG59s7OSZaF4wtEHTdv3rzkxlFHHfXpT3966q5CoXD44YcnPY85K4qidrtdKBR6+vv1uWitRaRQKFjc7bPyx25JeSmXy1mZnd3NMun2WXngADQajXw+b2V2ruvGcVwoFKwsL+VyOaWUlQcOQPIDTCuzC4IgDMNCoWBleSkZ4LDywAFoNpuZTMbK7LTWyfm/ldkBsPjTMikvWZnd5AmdleUlWN0s8/m84zhWZmeMabVaHGfoRRaPM1jTLI9446tHNpSv+8avoJbArC9vNt/4P+5ffC7Yaeine7/r8qcf3HzPr+/1Y4HZqCA3XF163+dHdj+k+vDqvOsuUlEbCPJ9prrVGVwcAcj3m2CTE7ZRKJnQV3Gk2i2dyRntyPgEphvzy/dtD+h2Vke+uAAiBKG0M04OwB+bv9lzaKXCzI58cpxhx/z617/+wx/+MG3W11lnnTWb6+NZOL5ANHMWLFhw4okndjsKIiIiIiIiIiIistMbP3jSlieH77z+j9ALEG969D71wy+7b/nImG5+9V0X/82TDzw18jQCaSkpmxg//Fz/eZ8uf+1v0kGQ9/SAY4azpbheVa26zhZMvhjVRnUUqKCtoQBBu60zExOYNOTem3Ovf385lTULnfoTUX8SQD2qpp2Mgt7S3vB44/5d87zq/FyUzWaPP/74aRs9z5vNGCwswhMRERERERERERER9SKl1HmfesvO+y2DykMXAdx2vb75p56O78l5N7///57rek7KXQiVAVAddm74TvGkc6th9HSIrFKeo5y+oai61TGxUkC+LwYQBCqTNQACXwEwsUquERq29AO/zwJqqdcwYpIABHEjGktu3zbyP7ZeT5RePpaXiIiIiIiIiIiIiIjmCi/tfeDz5xUHC9DzoDwA//3N1L23KWl8c+e9ojd9+FRAuc5iDQfAg7ellVZ77N9oRFtiFDR0Nqe9tFSHHYEq9BnHEQiUBoA4VHGcVJgAQEHuubEAYLnrG8STdaRWXI8kBDASbHy4/scuvAXUC1heIiIiIiIiIiIiIiKaQwYX9V/wz+d7qRT0QihlDK6+VG98IpT6v7zunYcdcOx+UBnt9Cs4AH75zeJRb2oUUq1K3BZorZz+edKsqVZTa2Xy/QaQMFLaEUxOYIqUAAry+JrM6Ea3pIMSYiPRZAC1sJzcuH30egEnMNGzYHmJiIiIiIiIiIiIiGhu2e2And/5ybOh0oIBAH5TXf4Puj66Hs3vnP+ptwwtGYQeclRKwYlC/PKq0nFvHkuh3TBKIOm0k++TyhZHRBX6Yq0RtlU6ZwQI2uNFAYmhAABrbyoAWJr2RcRMLIUXSRCYNoBKuPXJxoPdeANormN5iYiIiIiIiIiIiIhozjn8jYeceO4xBiUjGQAjm9RVl2jTuC6Xve99l7zDcVNwBh3lKDijG52tT7m77dUIREdiAAwOaYlRHXVdx2RLBgJHK8j47CUAySp5CnLPDXkRtdRtaKUN4slXb8X15MaD9btmO3PqBSwvERERERERERERERHNRWd+5A37HrFnaAYEDoAH7lb/dQWk/tVd9iuedsHJUCWojKMcBX3fLZk9D/LzXtsXN5ZIOygNqHpZR5Eq9cdQCALlZSSKVBQpABAYAwWpbHGeWJNb6ja10gIxYpKXDkwrlgjAo/V7/bjZvfeA5iiWl4iIiIiIiIiIiIiI5iKt1ds+8aaBJYPQ85Mtv/2Jvu36Man/20nnHb3iyL2h5wPKUa6C/t01hdecPGagY4iRuDgA7aqxUdfzTLYgga+y2XjqBCYTq6TQtOa32byO+5zQgTYwk6+eTGCKJXqksWa2M6c5j+UlIiIiIiIiIiIiIqI5KpNPn3HhidnSIHRfsuUnX9N+dY0Orj3/02/rWzAPugRAKzcKFBSWLWu2JWUQQ5uBQdUYc4xBcSASgdJQGoE/cfklAwAa2PCAp6GXOg2ltMi2CUx+3BQYAA+M3Tn7idMcx/ISEREREREREREREdHc1b+o773/9A7lzoNKA6iV8YvvQZrfKRaf/rPPvkO7Q1CuAhzlrv5V9o0fqGglBspInOszXgp+08mkTSYnbV9nsqbtb6sLiEBBRje6EL3EbSoopdTkBCaBSZbF2+Q/UQ42dyV3mrNYXiIiIiIiIiIiIiIimtP2fvXuR515OPQCQAG46cd6ywYj9S/tecjiA45dCT0EQEGZwHv6IXePfZuheIDEEuWKMjbqAUhnTbulHVdMjDAcXx9PDBQQhRjehOVeW4lopaZOYGrG9eTGA7W7upA2zWEsLxERERERERERERERzXWnf+iUXCcrNUgAACAASURBVKkvqSRFIX7ydYV4ozSuOvndx0EVoLIAFPTt1/atOLLpIDZQgHjZOAxUHOl0xojACIBtl18SUQA0sHW9m1bRoBsoaEAM4uQBRqK28QE8WLtLIN3Im+YolpeIiIiIiIiIiIiIiOa64kD+1PedAN0HlQew5lZ1/51A+4Zd9nxi94N2gZ6fTGzya66WTMqNY3EApDJGadOouamMUQpRqIFtl18yBgAUZGSDaxDvnAoUlFZaBJMTmFpxHUAjGnuy8WAX0qa5iuUlIiIiIiIiIiIiIqIecNzbjly483w486FcAD+6wjExpH7Fye86EMqD7k8edtcv8nseHLkqmcCEdE7GRrXW2vUQBkoptH0tyUwkAQAFjDztimCxUwegoQFMTmAKjR9JCOBBro9HU7C8RERERERERERERETUAxzXefNfvRFwoBcA2Pg4/vdaBWmsOOjaxbstgB6A8gCMbFKLF2cUIEl5KSvGSNDWqbQRAyiIQRhsu/wSgMoGF8B8ZyylPaW0Ap45genRxr1+3Jz9rGluYnmJiIiIiIiIiIiIiKg3rDx63xVH7g2VTeYqXXu1aoxBxfefcI4DKOh5ycOeeEDlcq4DEahMLgYwVtbptKiJ5wnaE+vjCQBsXe8pwIMZ1HUAWo1PYErmOPlx04iJJXqksWYWc6U5jeUlIiIiIiIiIiIiIqKecfbHTnNcB3oQKtOsqeu+pwG86rW39M1zoHLJlZnWP6x22lM5ygHgeHBT0qwrJ20AxLECEPjbzV5qVHRYdwAscWtKKaU0ABHI+AQm8U0DwANjd856ujRHsbxERERERERERERERNQzFu264OizDwcU9AJA3/xT9fTjykvFx572FGDgzEtG/utjUNCO0gDSOYEgjhUUlMAYFUxcfkkmZjSNbXSUwmK3maygp5TClAlMrbgOyCb/iXKwpTtp0xzD8hIRERERERERERERUS857YMnFfrzUB70PBPjR/+uABx7Ri2bHQFc6AEAmx6Dl4aGo6EyWQFQrzpuSpSCGIggaCsAECQFpNH1WsNZ6DRdiMBopTBlApORuB23ADxYu6tLSdPcwvISEREREREREREREVEvyZVyb/zAiQCgi1CFB+5W992GTE6OOKUKqUH3QaWgkMkJAK3cbM4opQJfeymBEmOAKZdfShbAG3nacZRyFRa6LREBFCCYMoGpGdcBPFi7a6IgRa9oLC8REREREREREREREfWYY845YskeiwDAmQ/lrvp3JwpxwjnG1cNABD0fQHmLiiIASjtOKmMgYmIoBSgYo4LW+LJ4SbVoywbPU5GGXuo2tNIiRm9/BaZIgkiCelRd33yoKynTnMLyEhERERERERERERFRj1FaveXC0wEAGnrh1qfUzT9T/fNwyHEx4s1Qaeii6008GE42K4AK2xqAVhCDINDJNKZk9tLm9SkXoVZ6qesrqKmvZWRiAlNUB/DA2J2zlCTNYW63AyDqJffcc88FF1wwdcuCBQs+/OEPL1q0qFshERERERERERER0SvT3q/e44Bj9ltz8zqoDPTAL74z+uoTzElvlTtubIspQw/BNNsto/OiNTIFpcqIYwAKCsbAEYRtnc4aI8qBDD/tObGBNgvdIKVMW3QscbJAngAiRindNi0j8aONe9umldbZbr8Br1x33nnnt771rSAIpm5sNpuzGQPLS0Qv7OGHH05uPP744//xH/8xbe+aNWuuvPLKWQ/qJYjjeHR0NAiCWf58mR2tVqteryultLZwOmalUgFgkp+R2CWKokqlkslkrDxwdjfLsbGxKIq6HcVMGR0d9X3f9/1uB9J57XZ7bGwMgOM43Y6l85IDNzw83O1AZsTo6Gir1bKyWYZhWKlUjDGe573wo3tNvV73fd/KLwIAo6OjmUxm2qmsHZrNZqVSSTrP3Y6l8xqNRrPZtPKLAMDo6Kjrulb2UpITuiiK0ul0t2PpPLubZblcdhzHyi6KMYbjDD3K4nEGu5tlpVKpVCrDw8OpVOqZe49/95Frb1kXBhFQrNcbP7uq+baPRPsc6q67s2xMCuhLpUfqVVXsl1RGaS0mVqJEQUEggrav0tnxClIUqvJmN70oMEgvcdqPmczEiwiAWGIFBUgjHMvq4t1P/++emUNefnYcZ9gBIvKGN7xh69atz/WA2XlLWV4iemHZ7PPV4QcGBlx3rv8puRO6HUjnTaZmZbcvOWRWHjiwWfYsNsseFcex67qO41iZncWpwepmaYyx+NgleVmZGqz+o0uOmt3ZWZkamF3Psjg1AI7j2Pp5knyJ23rseELXo14hzfJZs1u40/wj33zYzT/4PQDB/N9d99Qxp5kT3mLW3ak1ho1a4qYaYbktgAIyOWnWlImV0kAMY1TgayAGIAKlsGlDas/FrbbEu6TDx8KsUo6RGACgABgYDactrawqPh7cu2/hsI5kB0ubJWbym66/v/95ykuz8wlm5zEj6qylS5cmNw4++OAPfehDU3flcrlzzjknk8k82/+bK6IoiuO4WCzmcrlux9J5qVRKa93f329lty/5PVF/f3+3A+m8KIoKhUKpVLIyO7ubJYAoiqw8cADa7XY+ny8UCt0OpPOSn0r19/db2WWvVque59naLIMgyOVyVjbLIAhEpL+//1l/g9nrtNa+71vcLDOZTKlU6nYgnZdKpQqFQl9fn5XZJUMbtjbLKIpszS45oevr65vjJ547xu5mWSqVHMexMjtjTBiGHGfoRRaPM9jdLI0xhULheXrO53zktLW/uX9spAY4kIU//trGv/qC2XVf9fj9sYMROPNTqQ3NmiqUkMmqZl0ALRAAxiAMlDHQGiJQwNYN3orDG4jNQrfm6aEIoYljJAvkASIG2hGYCO1Rs1FywUBqwctPkOMMO+Cmm2667rrrpk1G/PjHP55M4GN5iWjO2WWXXT74wQ92OwoiIiIiIiIiIiKicelc+rQLTv7+pT8CAJV/aE1p9S3V499srrpEQ5qQfL6vtHl9LV+STB7YqrQycawBSdbHC3ydyRlj4Diy5SlPASmYEsb6vfRwEGqljcSAAEoAI7GjnGZczzj5B2t3vWbo1G5n/wq1ZMmS97///dM2/v3f//1srg9pYRGeiIiIiIiIiIiIiOiV48g3vXrn/ZaN39HzfvIf2QOPkPlLAABmRHv9jge/AdeD5ymlIQZKKQDGqLavAYhRALasTykgrQVAv2z1VFqPFxEkeW4RI0AsYWjaD9bukont9ArE8hIRERERERERERERUQ/TWp1z4RlJxQjQw5vn/+Ya9/g3JyunGUitUOobKwNAJieAghIoABCDwE/+F0TU5g0eABeilSo4DaW0UkopLTK+QF4ygQlAM67Xo+r65kOznivNFSwvERERERERERERERH1tt0P3Pmg1+0/fkel/+c/h1YchkIfAMBUM6X+oO20faRzAJRSEAGgRBCFSgwAiKBWdhs1x1FGK6dfhYHxHeU5cJQav/oSJiYwBaYVS/TA2J1dSJXmBpaXiIiIiIiIiIiIiIh63jkfPz2V8ZLbbb/wi++7x5yZLF5nNGrZQrpWRiYHBWgNmPH/ZYyKIgVADBRkywZPQRzIoCOAxBJDKaW0mniVyQlMrbjxaOPetmnNbpY0V7C8RERERERERERERETU8wYW9r3unUdP3HNuv7G4+36SzgIApJovlZp1FUdIZaA0Ji+nBEEcKQBGAGDLek8AR5l+J9TKAYwSONCAmjaByY8bkYQP1/84q0nSnMHyEhERERERERERERGRDU5593F980vJbYP+n3/bOfykpCoUZXNGO7pWQSYPKEApSfYIojCZvaQAbH3KA6AlzuhwwC0BECWAUkomX0XGK0ymHbf+VFs9yznSHMHyEhERERERERERERGRDdK59JkfPnXinvvouvz8ZclcJQDlXCnXGFNeGgpK66RcpESQLI4HQERt2ZAC4CojwJAraZ1RUFCi1XZXYDKIAbRN8+nWo82oPps50hzB8hIRERERERERERERkSUOe8PBu6xYPn5H9/9qlTrgyKQqFOZLKREEvmgNpdXESneIw8nyEjat9xTgwIiYvGrm3X4AEAVR2DZ/CSIwIoFpxxI/1rh3NhOkOYLlJSIiIiIiIiIiIiIiSyil3nLRGUopAFDpynAumx/flU7X3ZRbryCVFaUECsn6eOFEeckYjGz0TKy0EkDyqu4oN6VzSilA1LZLNgkAgQGkbZqPNNbOepbUfSwvERERERERERERERHZY9eVO7369QeN39H9d92klu+dVIXa+WLKGAWB0lAyXlWKI2UMAIioKFQjm1wF8RTSqALIu0UAyfWapr6KESOAHzc3NB/248Ys5UZzBstLRERERERERERERERWOfMvT01nUwCgsmGQcSdKAbmiARD4SK6oBCC5/FIcKQBiAKjN6z0AjjJ9OmjFdVd5rkpppURMUl/aNoFJTCRBJMFjjXWzmx91H8tLRERERERERERERERW6V/Qd9J5x47f0f2PP6D65gGA57VSGc8YBS1KKwAiEEE05fJLWzd4AByYfiduxQ0jcc4pAkorNb7m3gQDA6BtWlwf7xWI5SUiIiIiIiIiIiIiItucdP6xg4sHAEDlBanQT2YdIV9MJioppZNLLwETs5cAGIMtT6UB5cBkVNDnZWtRJa2zWrkajgBq/GkAQERExI+bG5oP+XFzVtOjbmN5iYiIiIiIiIiIiIjINl7aO+svTx2/o/sbNTgOAOQKbQAwUFBqfI277WYvbdngaWgHMYB5jopN2JZWzilOzF1SmLI+noGJJWwb/8nmA7OaHnWb2+0AiHpAszleeP/JT34ybfpnNpu94oor3v72t3cjrhcriqIgCIIgcF0L/+SDCVpbWC8PgmDyX8tEURRFURiGVmZnfbNMPlW6HciMCILA8zwrs5tslia5WqtdJrPrdiAzIvkGtzI76w+c3dlpra3MbvJrztbsbE0NQPIdZ2V2k23S1r6l3c3S1i/x5M+N4wy9yOJxBrubZRiGO3wmvv+x++y6cvmja54E8lDu4IJgeKN2XKRzut2IVbTt+kuT5SUIxkYdraABJVJQzZxbqoWVfm++Eq2hY8RTX8KI0XD8uPHQ2Opd0vu/1Ag5zrBjLrzwwssvv7y75/gW/rERddyf/vSn59rVarW++c1vnnLKKbMZz0sVRVG1Wo2iqN1udzuWzms2m41Gw3VdK7t9lUoFwLSiph2iKBobG8tms1Z2++xulsnniZP83sk61Wo1DMMwDLsdSOf5vl+r1bTWVv7RVatV3/fL5XK3A5kR1Wo1CAIrm2UQBNVqFUAqlep2LJ1Xq9Xa7bbned0OZEYkf3RxHL/wQ3tNq9UaGxurVqtWZtdoNJrNppV/cQAqlYrruiLywg/tNckJnTEmk8l0O5bOs7tZjo2Nua5rZRfFGMNxhh5l8TiD3c2yUqmMjY2Vy+Ud+8B89ekHPXT3owA0CpWR0eTrMpOO2w2IApRAlIgKg4nZS1CthhYRDUcjzkldm0FANaKxlMq0JEoeBCWSzGMCDGI/aj5WW7fV3ezipQXJcYYdICJf//rXn6e2NDvlOgvHF4g6bp999nmuXQsWLPjIRz4yNDQ0m/G8VFEUASgWi7lcrtuxdF42m02lUkNDQ1Z2+5IO3+DgYLcD6bwoivr6+gYHB+f4n8+OsbtZOo4TRZGVBw5AFEX5fL5QKHQ7kM7zfd913aGhISvLS/V6vdVq2dos4zjO5XJWNsvkR8EDAwNWjip6nuf7vsXNMpPJlEqlbgfSec1mc2RkZGBgwMrs0ul0Op22tVmKiOu6/f393Q6k85ITur6+PivLS3Y3y5GRkaQD1u1AOs8YY4zhOEMvsnicwe5mqZSq1+tDQ0M7WF46sfijf74uCiJgIArG3JSJQ3hpQKmpP8yIY2UMtAYErYZWyii4We2V3LYXu0XpGwtHSt5QO2wZiCCaKC0hqVAZZSLdrme27p4/4CWFx3GGHXPRRRd96Utf8n3/WffOzkmWheMLRB2XTqeTG2edddaPf/zj7gazY9wJ3Q6k8yZTs7LblxwyKw8cAMdxHMexMjs2y971Svi0tDu7bgcyIyzOzhhjcXYWpwars3NdN+mf2JqdramB2fUsi1PDlI+UbgfSea+QL3Ge0PUW65vly+miuEV3r0N3v/8PDwEKui+dKTdDuB6SKUiYqDCJIA6VTosIolCHbXhpZLTX78RKqbTKejrdiMbSOiumLqIFBlDJU4gAStqm9Xhr3d59h7zU7GBps8RMftNdeumll1566bSNg4ODszlr1sJPSSIiIiIiIiIiIiIiSux/1MTiTLqv1VAAvBQABbVtDpIYRNG2hRObdQcwCuHS1PiEsLxbiiXUSmvlqMmF9CYYMe249VjjvkgsXNmbnhXLS0RERERERERERERE1jrgmP0mbjrNRj4KoTQcR6ZdhisKt1WNWg0NCCTIadkztzsAT6U9nWnFDQeeVnry/woAiIgxMM249mTzwVnIiOYClpeIiIiIiIiIiIiIiKw1tGRg0S7zk9vp3KDfHJ/ApJRMmYGkJstLEPgNBRjAAOFRQ4d7Og2g4PZBicBoaIzPYJKJ/wER045bj9bvnb3EqKtYXiIiIiIiIiIiIiIistn+R49PYNKOB5UB4KaglMLEFCYRhOG22826OzExKcijdtjgyQBc5aV1LpZIwdGybWW9pMRkYNqm9Uh9TSzRLGZGXcPyEhERERERERERERGRzVZOXn4JCMKMCDx324WXElGw7X6roSGSrI8n8dMH9h29KLMzgIJbUoCRGHraFZhERASmHlU3NP804/nQHMDyEhERERERERERERGRzXY/aJdcMZvc9tyU38q4qenlpThSxgCACFqNybXvAmU2K6WOnX+2Vo6Gm9Z5paZdtmmcEeOb5iONtTOYCc0ZLC8REREREREREREREdlMO3rf1+yZ3E5lU61Gyk0pBUBtu/qSCCYvv9RqJLUDk8xeAjAvvfjA/qMB5N0SoCCit5WnJFlHT8SExn+4viaWeJYSo+5heYmIiIiIiIiIiIiIyHL7H7VvciOV8fxm7KbSAJSCTNaXMF5eEkGr6QAABBLCPJXsPWzw5D5vSCsn5xQ0tEyf/gQBjJixcOTp1qMznxB1GctLRERERERERERERESWW3HU3korAEorrXUYFl0PSgkmr6EkavrsJTGAIC5D6gBc5R03/xwFlXWLWjlKaTxjApOB8ePmI/U1s5scdQHLS0REREREREREREREliv053fdf6fkdirr+Q3lpvTUFe4wZfZSu6EnVs0ToI346eQBy3J77Fk8WENnnYIDDWDadZhEJJT2g/W7BWbmc6JucrsdAFEvuf3229/61rdO3TJ//vy//du/3XnnnbsVEhEREREREREREdGLsf9R+zy65gkAqXS6MdZIZXJa1Q0EopIqUxQoAJDJay9h8vJLyt0ruX/0/Detbz4kIn7c0CqOZbKMJAKlIEZMNRh+uvXY0uzus5reK8nNN9985ZVXtlqtqRsbjcZsxsDyEtELe/DBB5MbTz311KpVq6btfeKJJ66++urZjumliON4dHQ0CIJms9ntWDqv1WrV63WllNYWTsesVCoAjLHwtx5RFFUqlUwmY+WBs7tZjo2NRVHU7ShmyujoqO/7vu93O5DOa7fbY2NjABzH6XYsnZccuOHh4W4HMiNGR0dbrZaVzTIMw0qlYozxPK/bsXRevV73fd/KLwIAo6OjmUwmCIJuB9J5zWazUqkknedux9J5jUaj2Wxa+UUAYHR01HVdK3spyQldFEXpdLrbsXSe3c2yXC47jmNlF8UYw3GGHmXxOIPdzbJSqVQqleHh4VQq9TKfaumKRcnXpZPS7WY7lS0o2e4BYZC0fNVsjH84ixgxfmvsEV/tP/mw/b3X/r59bVrlIwmVxLJt/pIASsS04saazb9PF/peMCSOM+wAETnrrLNGR0ef6wFhGHb2FZ8Vy0tEL6xUKj3P3mXLlr38T/YZFUVRKpXyPG+Ox7ljkuxSqZSV3b5kuM3KA6e1TtqkldlZ3yy11lYeOACpCd0OpPOMMcl3geta2P1LpVJxHFt54GB1swRgcRfF87zk767bgcwIiw9cFEWe59maXRiGSS+l24HMiFQq5TiOldnZfUJnd7P0PM/WZjnZt7QyO+tP6GDpOIPdzXKyf/Lys9t532WDi/rLm6upjKe0EgMoRxBPlofiGCaGdtBqJNtEQYDQ1VtT3rZX3yf16ifC+zcGj7SlEasYIpioUyVXYIolfCxYe6R3+rSl8541O44z7IDFixc/T3lpds79LRxfIOq4xYsXJzcOO+ywv/7rv566K5vNnnLKKXP8J7dRFIVhWCwWc7lct2PpPNd1lVKlUsnKbl/y243nL3D2qCiK8vl8oVCwMju7m6UxJooiKw8cgFarlbTMbgfSealUSkRKpZKV5aVCoeA4jq3N0vf9XC5nZbMMgiCO41KpZOuZpOd5FjfLTCZjZXau6+bz+WKxaGV2WmuttZWpAQiCwHVdK7NLTuhKpVImk+l2LJ1nd7O0uItijGm32xxn6EUWjzPY3SyTUZRO9ZwPOGbFLT++DUAq40VhrJSjEE/Zr6JIpRxp1ienlopCnHaHM9u3nNfn3vmfT34xj74ojCJMn/ktMDVTbqUrizIvcFURjjPsmN/+9rc33XTTtMmI733ve5P18V6wqtcRFo4vEM2cpUuXvuUtb+l2FEREREREREREREQ7Yv+j9hkvL2VTjUpTOTpZ0S7ZK4IoVKm0tOpTK6yCeMO05ym6g68aOPH3w9c1dS2Kw/FpS8mDoYyIH9fXVm5dtIgXrZ8RQ0NDZ5999rSNF1xwwWxefsnCIjwRERERERERERERET3Tvofvmcp4ANKZlInFcfX4TJeJ8lAUKgDtljZmcgaMwIxCWtOe6qD+Y+ZlFufdkqucqZNlBAJIKOHd1ZuG20/NaDrURSwvERERERERERERERG9Inhpb89DdgOQyqQAQERkuwfEkQIQx6q9rZxkICHM8LSn0so5fsFbMjqX1tnJ+U8JgYiYRlj95abvCQRkI5aXiIiIiIiIiIiIiIheKfY/ah8AbsrVjo5jM60yFAbjdyfWxxNAgBDx5mc+1YL08mMXnF3yBjWcabsEEkv0aGPtw7U/zkAS1H0sLxERERERERERERERvVKsPGa/5EYq65nIqO2qS+OL44mg1ZisGAkkhHmW8hKAFaXDz1z654uyO6vty1QABGib1i83fzeSsJMJ0NzA8hIRERERERERERER0SvF4KL+xbstBJDOppSaVl1CFKpkubxWc6J8IAKE8myzlxLLc3u9bfmF8zM7PWMZPBGRLf7620f+p4Px0xzhdjsAounq9frtt9++evXqJ554YuPGjWNjYyLS19e3YMGCAw888Mgjj1yxYkW3YyQiIiIiIiIiIiLqVSuP3nfjo5u9tKcUtl17SZJ18pSJlbjSrE+ZnSIhzKbnecJ56cXv3/XT//bQXzXisanbkyXyfrv1pyv7jy66/Z3Og7qJ5SWaK9auXXv55Zf/7ne/u/fee+M4fp5HHnzwwR//+MfPPffcZ1TWiYiIiIiIiIiIiOgF7H/UPtd/66ZMNg2loDB11pEIolB5qWRxPJm4MpOoeP3zP2fB7furvf/1c+veb2CmbhdIPar+ctN3z1n2lx1PhLqI5SWaK2655ZbLL7/8xTzynnvuOf/886+++uof/vCHQ0NDMx0YgCiKkhvXX3/9brvtNnVXPp//0pe+dNxxx81CGDssmqLbsXTeZGpaW7jaZ3LIbD1wcRzHcWxrdnY3S1s/T2B1dhanBmbXs/hp2bsszi7policna2pwfaes8XHzuLUYHWzNMZYfOys76KAzbIHTXZROtgsd16xLFfKNqpN19Nhe/qadlEEAfzG1JcTE20wL/T2ZlB4w8L3/nzzN2X7pxSYNZX/fXX/SUszu0/7LxYfOMxkdl/5ylf+/d//fdo8jWq12vEXeh4sL9Hc5ThOf39/X19fu90eGRnxfX/q3l//+tfHH3/8TTfdNDg4ONORrFu3LrnRaDQee+yxaXsvueSSlStXznQML0cUReVyOQiCVqvV7Vg6r9lsNhoNrbWV3b5yuQxAZPqytRaIoqharWYyGSsPnN3NslqtRlFk6/zRcrncbrfb7Xa3A+k83/drtRoA17Ww+1cul33fHxkZ6XYgMyLJzspmGQRBtVo1xqRSqW7H0nm1Wq3dbjuO88IP7UHlcjmdToehhddnbrVa1Wq1XC5bmV2j0Wg2m1Z+EQAYHR11Xff5V8LoUckJXRRFmUym27F0nt3NslKpuK5rZRfFGMNxhh5l8TiD3c2yUqlUq9WRkZHO9px3PmDZmt+sc9IuGttPXwKiUEHQ2lZeEhFjorHRkScEhed/2t1wyDz3l1ujDdO2RxL+cP2/njfwj9OGFDjOsANE5BOf+MTzPG0QBJ19xWdl5/c39a599tnnhBNOOPLIIw8++ODdd9998hMzjuN169atWrXq3/7t38bGxpfvXLt27UUXXXTVVVfNdFS77rrrc+3SWp9xxhnFYnGmY3g5oigKw7BQKORyuW7H0nmO4yilisWild2+ZFxjjjewHRNFUS6XKxQKVmZnd7NMfjBl5YED0Gq1kpbZ7UA6z/M8ESkWi1YO3xSLRcdxbG2Wvu9ns1krm2UQBHEcF4tFK8tLIuJ5nsXNMp1OW5md4zi5XC6fz1uZnVJKa21lagDa7bbrulZml5zQFYtFK8tLdjfLfD5va7M0xrTbbY4z9CKLxxnsbpbJKErHe84HHbv/fTc/mMmmm7oZTyyBN/6KoRKoVnPbX4ECtI6LuZboxS/4zG/w3vv9py8LZXrxoxxtvk/+94jSG6du5DjDjjn99NP/67/+67n2zs5JloXjC9SjTjjhhIceemjPPfd81r2O46xcuXLlypUf+MAHPtmiFgAAIABJREFUTjnllPvvvz/Z/q1vfetTn/rU85R/OmLy0+3kk0+etoLf/Pnz5/5nXxRFyQeZld+vAOI4zuVyVnb7kkl7Vh645NeX2WzWyuxgdbMMgiDp13Y7kBmRtEkrs9Nah2GYy+WsLC9lMhkRsfLAwepm6bpuu93O5XJWlpeSpUusPHAAstlsJpOxNbskNSuzM8ZY/GmZfMdZmd3kCZ2V5SW7m2U2m02K1t0OpPOMMRZ3UWD1CZ3F4wx2N0vf95MuSmd7zoe+7sAffO6aTDatlIaKx+cvCaAQhRqSXHtpYhNEIcqmxpB64Xd479zB+zZefW/1d0bMtF2/Gf7BaxeeltbZyS0cZ9gxq1atWr9+/bQ594cccshsro9n4fgC9ai99trrxTxs+fLlq1atOvDAA5NFD0TkJz/5yYUXXjjD0Y3L5/PTrr1ERERERERERERE1HNypeyuK3d6+O5HlZ6+Ml0UKACt+nbXXoIEMJtf5JOfsvDcxxrr6mF52kWYDMy6sdsO7j/u5UROieXLl0/bMst1cQuL8GS9FStWHHXUUZN3H3zwwS4GQ0RERERERERERNSL9j9qX6V1KjN9FkocKxE069OuJBpKvPFFPvNAasERQ6e6OqWwfelKIefM9bWg6EVieYl60j777DN528qLZBIRERERERERERHNqJWv3QdAOpuW7beLII5Uc9rsJRhE61/8kx8x9Iah1GKl9NQKU0bn9yoe8rKCpjmD5SXqSVEUTd4eGBjoYiREREREREREREREvWjJHouKA3kv5aln7IpC5TcnZy9NXJfppZSX0jr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"display_data" + } + ], + "source": [ + "fs=12\n", + "lw=2.5\n", + "al=0.8\n", + "\n", + "# find highest psurf\n", + "psurf_max::Float64 = 1e3\n", + "psurf_idx::Int = 1\n", + "for i in 1:ntotal\n", + " this_atm = atm_arr[i]\n", + " if atm_arr[i].pl[end] > psurf_max\n", + " psurf_max = atm_arr[i].pl[end]\n", + " psurf_idx = i\n", + " end\n", + "end\n", + "\n", + "# y ticks\n", + "arr_P = atm_arr[psurf_idx].pl .* 1.0e-5 # Convert Pa to bar\n", + "ylims = (arr_P[1]/2, arr_P[end]*2)\n", + "yticks = 10.0 .^ round.(Int,range( log10(ylims[1]), stop=log10(ylims[2]), step=1))\n", + "\n", + "plt = plot(framestyle=:box, size=(750,500), dpi=300,\n", + " leg=:best, legcolumn=-1,\n", + " tickfontsize=fs, guidefontsize=fs, legendfontsize=fs,\n", + " legendtitlefontsize=fs,\n", + " legendtitle=\"P_surf / bar\",\n", + " left_margin=4Plots.mm, bottom_margin=4Plots.mm)\n", + "\n", + "\n", + "p = Plots.palette(:viridis, nsamps)\n", + "\n", + "# plot the profiles\n", + "for i in 1:ntotal\n", + " this_atm = atm_arr[i]\n", + " R_surf = inp_rp_arr[i] # R_earth\n", + " P_surf = inp_ps_arr[i] # bar\n", + "\n", + " _lw = lw * (R_surf / maximum(inp_rp))^1.5\n", + " col = p[mod(i,nsamps)+1]\n", + " lbl = @sprintf(\"%g\",P_surf)\n", + " if R_surf != inp_rp[end]\n", + " lbl = \"\"\n", + " end\n", + "\n", + " plot!(plt, this_atm.tmpl, this_atm.pl* 1.0e-5, linewidth=_lw, label=lbl, linealpha=al, color=col)\n", + " # scatter!(plt, this_atm.tmpl[this_atm.mask_c], this_atm.pl[this_atm.mask_c]*1e-5, label=\"\", markercolor=:black)\n", + "end\n", + "\n", + "# decorate\n", + "xlabel!(plt, \"Temperature[K]\")\n", + "xaxis!(plt, minorgrid=true)\n", + "ylabel!(plt, \"Pressure [bar]\")\n", + "yflip!(plt)\n", + "yaxis!(plt, yscale=:log10, ylims=ylims, yticks=yticks)\n", + "display(plt)\n", + "savefig(plt,joinpath(output_dir,\"profiles.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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"plt = plot(framestyle=:box, size=(750,400), dpi=300,\n", + " tickfontsize=fs, guidefontsize=fs, legendfontsize=fs,\n", + " left_margin=4Plots.mm, bottom_margin=4Plots.mm)\n", + "\n", + "# plot the bare rock case\n", + "plot!(plt, inp_rp, inp_rp, label=\"Bare rock\", lw=3, color=\"royalblue1\")\n", + "\n", + "# plot the points\n", + "scatter_y = zeros(Float64, ntotal)\n", + "for i in 1:ntotal\n", + " scatter_y[i] = atm_arr[i].transspec_r/R_earth\n", + "end\n", + "scatter!(plt, inp_rp_arr, scatter_y, label=\"Modelled\", color=\"black\", ms=4, markershape=:diamond)\n", + "\n", + "# plot the observation\n", + "obs = Float64[1.425, 1.457, 1.37, 1.45, 1.423]\n", + "hline!(plt, obs, label=\"Observed\", color=\"green4\", lw=2)\n", + "\n", + "# decorate\n", + "xlabel!(plt, \"R_surf/R_earth\")\n", + "xaxis!(minorgrid=true)\n", + "ylabel!(plt, \"R_obs/R_earth\")\n", + "display(plt)\n", + "savefig(plt,joinpath(output_dir,\"radius_rsurf.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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label=\"Bare rock\", lw=3, color=\"royalblue1\")\n", + "\n", + "# plot the points\n", + "scatter_y = zeros(Float64, ntotal)\n", + "for i in 1:ntotal\n", + " scatter_y[i] = atm_arr[i].transspec_r/R_earth\n", + "end\n", + "scatter!(plt, inp_ps_arr, scatter_y, label=\"Modelled\", color=\"black\", ms=8, markershape=:diamond)\n", + "\n", + "# plot the observation\n", + "obs = Float64[1.425, 1.457, 1.37, 1.45, 1.423]\n", + "hline!(plt, obs, label=\"Observed\", color=\"green4\", lw=2)\n", + "\n", + "# decorate\n", + "xlabel!(plt, \"P_surf [bar]\")\n", + "xaxis!(minorgrid=true, xscale=:log10)\n", + "ylabel!(plt, \"R_obs/R_earth\")\n", + "display(plt)\n", + "savefig(plt,joinpath(output_dir,\"radius_psurf.pdf\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Writing index 1\n", + "Writing index 2\n", + "Writing index 3\n", + "Writing index 4\n", + "Writing index 5\n", + "Writing index 6\n", + "Writing index 7\n", + "Writing index 8\n", + "Writing index 9\n", + "Writing index 10\n", + "Writing index 11\n", + "Writing index 12\n", + "Writing index 13\n", + "Writing index 14\n", + "Writing index 15\n", + "Writing index 16\n", + "Writing index 17\n", + "Writing index 18\n", + "Writing index 19\n", + "Writing index 20\n", + "Writing index 21\n", + "Writing index 22\n", + "Writing index 23\n", + "Writing index 24\n", + "Writing index 25\n", + "Writing index 26\n", + "Writing index 27\n", + "Writing index 28\n", + "Writing index 29\n", + "Writing index 30\n", + "Writing index 31\n", + "Writing index 32\n", + "Writing index 33\n", + "Writing index 34\n", + "Writing index 35\n", + "Writing index 36\n", + "Done writing files\n" + ] + } + ], + "source": [ + "for (i, atm) in enumerate(atm_arr)\n", + " println(\"Writing index $i\")\n", + " dump.write_ncdf(atm, joinpath(atm.OUT_DIR, \"$i.nc\"))\n", + "end\n", + "println(\"Done writing files\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.11.2", + "language": "julia", + "name": "julia-1.11" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.11.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/misc/ioa50.ipynb b/misc/ioa50.ipynb deleted file mode 100644 index 1ece414e..00000000 --- a/misc/ioa50.ipynb +++ /dev/null @@ -1,1297 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Test pure-H2 convective shutdown" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Import system packages\n", - "using Printf\n", - "using DelimitedFiles\n", - "using Plots\n", - "using LaTeXStrings" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"/Users/nichollsh/Projects/AGNI/socrates\"" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ROOT_DIR = abspath(joinpath(pwd(),\"../\"))\n", - "ENV[\"RAD_DIR\"] = joinpath(ROOT_DIR,\"socrates\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Import AGNI\n", - "using AGNI\n", - "import AGNI.atmosphere as atmosphere\n", - "import AGNI.solver as nl\n", - "import AGNI.setpt as setpt\n", - "import AGNI.dump as dump\n", - "import AGNI.plotting as plotting\n", - "\n", - "AGNI.setup_logging(\"\",1)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5.97e24" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "F_earth = 1361.0\n", - "R_earth = 6.371e6\n", - "M_earth = 5.97e24" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"/Users/nichollsh/Projects/AGNI/out/\"" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Configuration options\n", - "instellation = F_earth * (1/3.5)^2\n", - "mass = M_earth\n", - "radius = R_earth\n", - "gravity = 6.67e-11 * mass / radius^2\n", - "p_surf = 0.1\n", - "\n", - "s0_fact = 0.375\n", - "zenith_degrees = 48.19\n", - "albedo_s = 0.3\n", - "nlev_centre = 35\n", - "p_top = 1e-3 # bar\n", - "mole_fractions = Dict([(\"H2\", 1.0)])\n", - "tmp_surf = 500.0\n", - "thermo = true\n", - "\n", - "spectral_file = joinpath(ROOT_DIR,\"res/spectral_files/nogit/Dayspring/256/Dayspring.sf\")\n", - "star_file = joinpath(ROOT_DIR,\"res/stellar_spectra/sun.txt\")\n", - "output_dir = joinpath(ROOT_DIR,\"out/\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# Create output directory\n", - "rm(output_dir,force=true,recursive=true)\n", - "mkdir(output_dir);" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Composition set by dict \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Inserting stellar spectrum and Rayleigh coefficients \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Allocated atmosphere with composition: \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 H2 1.00e+00 \n" - ] - } - ], - "source": [ - "# Setup atmosphere\n", - "atmos = atmosphere.Atmos_t()\n", - "atmosphere.setup!(atmos, ROOT_DIR, output_dir,\n", - " spectral_file,\n", - " instellation, s0_fact, 0.0, zenith_degrees,\n", - " tmp_surf,\n", - " gravity, radius,\n", - " nlev_centre, p_surf, p_top,\n", - " mole_fractions, \"\",\n", - " flag_gcontinuum=true,\n", - " flag_rayleigh=true,\n", - " thermo_functions=thermo,\n", - " surface_material=\"greybody\",\n", - " albedo_s=albedo_s\n", - " )\n", - "atmosphere.allocate!(atmos, star_file)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Instellation = 111.10 W m-2 \n" - ] - } - ], - "source": [ - "@printf(\"Instellation = %.2f W m-2 \\n\", atmos.instellation )" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Running model for 6 samples... \n", - "sample 1/6 \n", - " pressure = 1.0 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +8.60e-02 4.325e+03 4.343e+03 3.201e+02 6.155e+02 1.902e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +2.81e-02 1.321e+03 1.340e+03 2.556e+02 4.772e+02 1.389e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.45e-02 7.684e+02 7.866e+02 2.354e+02 4.290e+02 4.901e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -3.14e-03 4.500e+02 4.682e+02 2.199e+02 3.889e+02 4.132e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -1.06e-01 3.286e+02 2.824e+02 2.085e+02 3.536e+02 3.702e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -2.84e-01 1.968e+02 1.749e+02 1.962e+02 3.231e+02 3.180e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -3.11e-01 1.847e+02 1.654e+02 1.940e+02 3.198e+02 3.312e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -3.27e-01 1.789e+02 1.610e+02 1.930e+02 3.182e+02 1.619e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -4.27e-01 1.761e+02 1.588e+02 1.924e+02 3.175e+02 7.975e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.06e-01 4.235e+01 6.060e+01 1.535e+02 2.676e+02 5.437e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -4.87e-02 4.025e+01 5.850e+01 1.527e+02 2.657e+02 2.042e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 -1.84e-02 3.236e+01 5.062e+01 1.492e+02 2.580e+02 7.788e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 -1.60e-02 3.151e+01 4.977e+01 1.488e+02 2.572e+02 8.602e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 14 -9.88e-03 2.812e+01 4.638e+01 1.473e+02 2.538e+02 3.494e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 15 -7.95e-03 2.311e+01 4.060e+01 1.446e+02 2.475e+02 6.644e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 16 -7.93e-03 2.246e+01 3.939e+01 1.439e+02 2.461e+02 1.429e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 17 -7.93e-03 2.101e+01 3.910e+01 1.438e+02 2.457e+02 3.500e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 18 -5.00e-03 2.061e+01 3.851e+01 1.435e+02 2.450e+02 7.216e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 19 -4.97e-03 2.019e+01 3.738e+01 1.428e+02 2.436e+02 1.477e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 20 -4.36e-03 1.976e+01 3.506e+01 1.403e+02 2.408e+02 2.949e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 21 -3.86e-03 1.978e+01 3.308e+01 1.381e+02 2.381e+02 2.638e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 22 -3.33e-03 1.927e+01 3.093e+01 1.354e+02 2.350e+02 3.125e+00 C2-Nr-X-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 23 -3.00e-03 1.930e+01 2.952e+01 1.336e+02 2.328e+02 2.221e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 24 -3.07e-03 1.909e+01 2.488e+01 1.271e+02 2.248e+02 8.128e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO 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"[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 33 -1.13e-04 3.133e-01 1.838e+01 1.158e+02 2.123e+02 6.427e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 34 -5.63e-09 8.044e-02 1.830e+01 1.156e+02 2.122e+02 4.339e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 35 -5.54e-09 7.918e-02 1.830e+01 1.156e+02 2.122e+02 1.640e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 36 -2.77e-09 7.911e-02 1.830e+01 1.156e+02 2.122e+02 2.894e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 37 -1.38e-09 7.906e-02 1.830e+01 1.156e+02 2.122e+02 1.451e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 38 +2.13e-12 7.967e-02 1.830e+01 1.156e+02 2.122e+02 1.458e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 39 -7.16e-11 1.545e+00 1.830e+01 1.156e+02 2.122e+02 2.044e-03 C2-Nr-X-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 40 +2.37e-12 1.740e-01 1.830e+01 1.156e+02 2.122e+02 6.063e-04 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 41 +2.11e-13 4.858e-02 1.830e+01 1.156e+02 2.122e+02 9.284e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 41 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.83e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.81e-11 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +5.81e-12 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +4.90e-02 W m-2 (+1.01e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.86e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 212.220 K \n", - "--------------------------------- \n", - "sample 2/6 \n", - " pressure = 1.8 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -4.73e-02 9.399e+03 2.662e+01 1.332e+02 2.555e+02 3.413e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -2.53e-02 8.406e+03 2.351e+01 1.281e+02 2.516e+02 7.405e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -2.28e-02 7.374e+03 2.298e+01 1.273e+02 2.510e+02 1.336e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -6.07e-03 1.369e+03 1.943e+01 1.217e+02 2.447e+02 8.958e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -4.95e-03 7.454e+02 1.903e+01 1.202e+02 2.443e+02 1.710e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -2.88e-03 5.477e+02 1.889e+01 1.196e+02 2.442e+02 6.885e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -1.21e-03 1.057e+02 1.839e+01 1.173e+02 2.436e+02 2.484e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -8.01e-04 2.055e+01 1.814e+01 1.164e+02 2.436e+02 1.584e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -8.32e-04 1.690e+01 1.799e+01 1.156e+02 2.435e+02 1.039e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.95e-05 2.803e+00 1.774e+01 1.144e+02 2.435e+02 2.111e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -8.89e-07 3.079e-01 1.773e+01 1.144e+02 2.435e+02 8.365e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 -3.69e-11 8.461e-02 1.773e+01 1.144e+02 2.435e+02 3.719e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 +1.45e-11 3.087e-02 1.773e+01 1.144e+02 2.435e+02 2.980e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 13 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.77e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.48e-09 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -2.16e-09 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +3.09e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.09e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 243.537 K \n", - "--------------------------------- \n", - "sample 3/6 \n", - " pressure = 3.2 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -6.23e-02 4.825e+03 2.619e+01 1.322e+02 2.829e+02 3.315e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -5.94e-02 4.240e+03 2.541e+01 1.306e+02 2.827e+02 1.958e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -9.09e-02 3.978e+03 2.502e+01 1.300e+02 2.827e+02 8.681e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -7.52e-02 3.040e+03 2.361e+01 1.275e+02 2.823e+02 3.218e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -5.14e-02 2.314e+03 2.236e+01 1.259e+02 2.820e+02 3.193e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -3.13e-02 2.031e+03 2.187e+01 1.252e+02 2.818e+02 1.197e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -1.31e-02 1.990e+03 2.016e+01 1.226e+02 2.805e+02 3.998e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -2.90e-03 3.707e+02 1.819e+01 1.183e+02 2.771e+02 4.405e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -1.22e-03 7.120e+01 1.767e+01 1.161e+02 2.769e+02 2.565e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.26e-04 1.351e+01 1.703e+01 1.130e+02 2.768e+02 5.095e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -1.06e-05 2.207e+00 1.700e+01 1.130e+02 2.768e+02 3.017e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 +1.51e-09 1.525e-01 1.700e+01 1.130e+02 2.768e+02 5.492e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 +9.36e-12 2.423e-02 1.700e+01 1.130e+02 2.768e+02 3.225e-04 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 13 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.70e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.77e-09 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.93e-13 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +2.45e-02 W m-2 (+1.01e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.42e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 276.815 K \n", - "--------------------------------- \n", - "sample 4/6 \n", - " pressure = 5.6 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -3.72e-02 1.939e+04 2.513e+01 1.310e+02 3.101e+02 3.262e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -5.75e-02 1.363e+04 2.347e+01 1.280e+02 3.097e+02 3.920e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -4.96e-02 7.468e+03 2.092e+01 1.234e+02 3.082e+02 6.354e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -2.94e-02 7.006e+03 2.073e+01 1.230e+02 3.081e+02 5.065e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -7.36e-03 3.758e+03 1.795e+01 1.175e+02 3.060e+02 7.753e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -6.12e-03 2.044e+03 1.755e+01 1.164e+02 3.060e+02 1.567e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -2.54e-03 3.922e+02 1.697e+01 1.146e+02 3.059e+02 2.551e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -1.75e-03 7.523e+01 1.670e+01 1.131e+02 3.059e+02 1.663e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -7.27e-04 1.401e+01 1.654e+01 1.125e+02 3.059e+02 1.119e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.59e-05 1.627e+00 1.624e+01 1.115e+02 3.059e+02 2.484e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -9.83e-11 2.893e-01 1.623e+01 1.116e+02 3.059e+02 1.119e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 +1.78e-15 1.131e-01 1.623e+01 1.116e+02 3.059e+02 1.018e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 +2.45e-12 4.991e-02 1.623e+01 1.116e+02 3.059e+02 4.734e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 13 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.62e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +4.80e-10 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.86e-12 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +4.99e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +4.99e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 305.854 K \n", - "--------------------------------- \n", - "sample 5/6 \n", - " pressure = 10.0 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -5.51e-02 1.396e+04 2.375e+01 1.305e+02 3.397e+02 3.220e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -9.02e-02 1.230e+04 2.337e+01 1.296e+02 3.393e+02 9.501e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -4.56e-02 6.723e+03 2.066e+01 1.239e+02 3.369e+02 7.417e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -4.06e-02 5.899e+03 2.016e+01 1.226e+02 3.365e+02 1.518e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -4.12e-02 5.176e+03 1.972e+01 1.214e+02 3.362e+02 1.324e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -2.61e-02 5.014e+03 1.962e+01 1.211e+02 3.362e+02 2.918e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -1.25e-02 3.805e+03 1.887e+01 1.195e+02 3.356e+02 2.195e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -4.72e-03 3.338e+03 1.858e+01 1.189e+02 3.354e+02 8.539e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -2.71e-03 3.132e+03 1.845e+01 1.186e+02 3.352e+02 3.815e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.47e-03 1.687e+03 1.701e+01 1.154e+02 3.344e+02 5.254e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -1.51e-03 9.151e+02 1.630e+01 1.139e+02 3.340e+02 2.803e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 -1.44e-03 8.590e+02 1.626e+01 1.138e+02 3.339e+02 2.047e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 -6.01e-04 1.661e+02 1.556e+01 1.124e+02 3.334e+02 3.087e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 14 -3.44e-05 3.238e+01 1.546e+01 1.123e+02 3.334e+02 7.581e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 15 -7.27e-06 3.550e+00 1.544e+01 1.123e+02 3.334e+02 2.181e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 16 -3.72e-06 5.821e-01 1.544e+01 1.123e+02 3.334e+02 6.521e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 17 +2.23e-09 2.432e-01 1.544e+01 1.123e+02 3.334e+02 2.821e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 18 -2.63e-13 1.151e-01 1.544e+01 1.123e+02 3.334e+02 9.027e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 19 +1.88e-13 5.799e-02 1.544e+01 1.123e+02 3.334e+02 2.248e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 20 +3.55e-14 3.018e-02 1.544e+01 1.123e+02 3.334e+02 1.014e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 20 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.54e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.83e-12 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.17e-13 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +3.02e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.02e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 333.395 K \n", - "--------------------------------- \n", - "sample 6/6 \n", - " pressure = 17.8 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -4.90e-02 1.133e+05 2.237e+01 1.326e+02 3.692e+02 3.191e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -6.87e-02 8.540e+04 2.171e+01 1.313e+02 3.687e+02 2.005e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -6.10e-02 6.473e+04 2.042e+01 1.281e+02 3.679e+02 3.762e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -5.63e-02 5.676e+04 1.985e+01 1.268e+02 3.675e+02 1.623e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -4.18e-02 4.308e+04 1.887e+01 1.245e+02 3.669e+02 2.813e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -3.52e-02 2.320e+04 1.738e+01 1.212e+02 3.659e+02 4.390e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -2.20e-02 1.763e+04 1.694e+01 1.203e+02 3.657e+02 1.263e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -4.14e-03 3.281e+03 1.554e+01 1.174e+02 3.647e+02 3.902e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 -1.97e-03 2.065e+03 1.533e+01 1.172e+02 3.646e+02 1.186e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 -1.69e-04 3.963e+02 1.464e+01 1.169e+02 3.645e+02 5.742e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 -1.29e-05 7.603e+01 1.460e+01 1.169e+02 3.645e+02 4.529e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 -2.94e-06 1.419e+01 1.460e+01 1.169e+02 3.645e+02 7.248e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 -4.01e-07 1.684e+00 1.460e+01 1.169e+02 3.645e+02 1.185e-02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 14 +7.95e-11 3.577e-01 1.460e+01 1.169e+02 3.645e+02 2.385e-03 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 15 -4.82e-12 1.434e-01 1.460e+01 1.169e+02 3.645e+02 1.417e-04 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 16 -1.61e-12 6.093e-02 1.460e+01 1.169e+02 3.645e+02 4.700e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 17 -1.28e-12 2.656e-02 1.460e+01 1.169e+02 3.645e+02 1.902e-05 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 17 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.46e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.92e-10 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +7.90e-13 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +2.66e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.66e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 364.495 K \n", - "--------------------------------- \n", - "Done!\n" - ] - } - ], - "source": [ - "prs_arr = collect(range(start=0.0, stop=1.25, step=0.25)) # log(bar)\n", - "# prs_arr = collect(range(start=-1, stop=4, step=1)) # log(bar)\n", - "atm_arr = atmosphere.Atmos_t[]\n", - "\n", - "nsamp = length(prs_arr)\n", - "\n", - "@printf(\"Running model for %d samples... \\n\", nsamp)\n", - "\n", - "dx_max::Float64 = 200.0\n", - "modulate_mlt::Bool = false\n", - "linesearch::Int = 1\n", - "\n", - "atmos.tmp_surf = 800.0\n", - "setpt.loglinear!(atmos, 50.0)\n", - "\n", - "for (i,prs) in enumerate(prs_arr)\n", - " @printf(\"sample %d/%d \\n\",i,nsamp)\n", - "\n", - " prs = 10.0^prs\n", - " @printf(\" pressure = %.1f bar \\n\", prs)\n", - "\n", - " atmos.p_boa = prs * 1.0e5\n", - " atmos.pl[end] = atmos.p_boa\n", - " atmosphere.generate_pgrid!(atmos)\n", - "\n", - " if i > 1\n", - " dx_max = 100.0\n", - " modulate_mlt = false\n", - "\n", - " atmos.tmpl[:] .+= 50.0\n", - " atmos.tmp[:] .+= 50.0\n", - " end\n", - "\n", - " # Run model\n", - " solver_success = nl.solve_energy!(atmos,\n", - " sol_type=3,\n", - " sens_heat=true,\n", - " latent=true,\n", - " method=1,\n", - " dx_max=dx_max,\n", - " ls_method=linesearch ,\n", - " save_frames=false, modplot=1,\n", - " modprint=1, perturb_all=false,\n", - " conv_atol=0.05, modulate_mlt=modulate_mlt\n", - " )\n", - "\n", - " # Store result\n", - " push!(atm_arr, deepcopy(atmos))\n", - " @printf(\"--------------------------------- \\n\")\n", - "end\n", - "println(\"Done!\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"Times New Roman\"" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fs=12\n", - "lw=1.5\n", - "ff=\"Times New Roman\"" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "data": { - "text/plain": [ - "\"/Users/nichollsh/Projects/AGNI/out/profiles.pdf\"" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ylims = (p_top/1.5, 10.0^maximum(prs_arr)*1.5)\n", - "yticks = 10.0 .^ round.(Int,range( log10(ylims[1]), stop=log10(ylims[2]), step=1))\n", - "\n", - "plt = plot(framestyle=:box, size=(800,400), dpi=300,\n", - " leg=:outertopright, legcolumn=-1,\n", - " tickfontsize=fs, tickfontfamily=ff,\n", - " guidefontsize=fs, guidefontfamily=ff,\n", - " legendfontfamily=ff, legendfontsize=fs,\n", - " legendtitlefontfamily=ff, legendtitlefontsize=fs,\n", - " leg_title=L\"$P_s$ [bar], $\\alpha_b$\",\n", - " left_margin=4Plots.mm, bottom_margin=4Plots.mm)\n", - "\n", - "\n", - "p = Plots.palette(:rainbow, nsamp)\n", - "for i in range(start=nsamp, stop=1, step=-1)\n", - " this_atm = atm_arr[i]\n", - " plot!(plt, this_atm.tmpl, this_atm.pl* 1.0e-5, lc=p[i], linewidth=lw, label=@sprintf(\"%.1e, %.2f\", 10.0^prs_arr[i], this_atm.flux_u_sw[1]/this_atm.flux_d_sw[1]))\n", - " mask = falses(this_atm.nlev_l)\n", - " mask[:] .= (this_atm.flux_cdry .> 0.0)\n", - " scatter!(plt, this_atm.tmpl[mask], this_atm.pl[mask]*1e-5, markercolor=\"black\", label=\"\", markersize=2.0)\n", - "end\n", - "\n", - "vline!(plt, [280.0], lc=\"black\", label=\"280 K\", lw=2.0)\n", - "\n", - "xlabel!(plt, \"Temperature [K]\")\n", - "xaxis!(plt, minorgrid=true)\n", - "ylabel!(plt, \"Pressure [bar]\")\n", - "yflip!(plt)\n", - "yaxis!(plt, yscale=:log10, ylims=ylims, yticks=yticks)\n", - "display(plt)\n", - "savefig(plt,joinpath(output_dir,\"profiles.pdf\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "for (i, atm) in enumerate(atm_arr)\n", - " dump.write_ncdf(atm, joinpath(atm.OUT_DIR, \"$i.nc\"))\n", - "end" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Julia 1.9.1", - "language": "julia", - "name": "julia-1.9" - }, - "language_info": { - "file_extension": ".jl", - "mimetype": "application/julia", - "name": "julia", - "version": "1.9.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/misc/sub_neptune.ipynb b/misc/sub_neptune.ipynb deleted file mode 100644 index 672a161b..00000000 --- a/misc/sub_neptune.ipynb +++ /dev/null @@ -1,1546 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Test surface magma ocean for sub-Neptune conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Import system packages\n", - "using Printf\n", - "using DelimitedFiles\n", - "using Plots\n", - "using LaTeXStrings" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"/Users/nichollsh/Projects/AGNI/socrates\"" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Set directory\n", - "ROOT_DIR = abspath(joinpath(pwd(),\"../\"))\n", - "ENV[\"RAD_DIR\"] = joinpath(ROOT_DIR,\"socrates\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[36m\u001b[1m[ \u001b[22m\u001b[39m\u001b[36m\u001b[1mInfo: \u001b[22m\u001b[39mPrecompiling AGNI [ede838c1-9ec3-4ebe-8ae8-da4091b3f21c]\n" - ] - } - ], - "source": [ - "# Import AGNI\n", - "using AGNI\n", - "import AGNI.atmosphere as atmosphere\n", - "import AGNI.solver as nl\n", - "import AGNI.setpt as setpt\n", - "import AGNI.dump as dump\n", - "import AGNI.plotting as plotting\n", - "\n", - "# Disable logging from AGNI module\n", - "AGNI.setup_logging(\"\",1)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "5.97e24" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "L_sun = 3.83e26\n", - "R_earth = 6.371e6\n", - "M_earth = 5.97e24" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "get_solar_flux (generic function with 1 method)" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Get instellation [W m-2] given distance [AU] and star luminosity [L_sun]\n", - "function get_solar_flux(L::Float64, d::Float64)::Float64\n", - " return L * L_sun / (4 * pi * d^2 * 1.496e11^2)\n", - "end " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"/Users/nichollsh/Projects/AGNI/out/\"" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Configuration options\n", - "L_star = 0.0194\n", - "instellation = 1e5\n", - "mass = 4.78*M_earth\n", - "radius = 2*R_earth \n", - "gravity = 6.67e-11 * mass / radius^2\n", - "p_surf = 2e4 \n", - "\n", - "s0_fact = 0.375 \n", - "zenith_degrees = 48.19 \n", - "albedo_b = 0.0\n", - "nlev_centre = 40\n", - "p_top = 1e-5 # bar \n", - "mole_fractions = Dict([\n", - " (\"H2O\", 0.05),\n", - " (\"H2\", 0.95)\n", - " ])\n", - "tmp_surf = 3500.0\n", - "thermo = true\n", - "\n", - "spectral_file = joinpath(ROOT_DIR,\"res/spectral_files/nogit/Dayspring/256/Dayspring.sf\")\n", - "star_file = joinpath(ROOT_DIR,\"res/stellar_spectra/trappist-1.txt\")\n", - "output_dir = joinpath(ROOT_DIR,\"out/\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "# Create output directory\n", - "rm(output_dir,force=true,recursive=true)\n", - "mkdir(output_dir);" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Composition set by dict \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Inserting stellar spectrum and Rayleigh coefficients \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Allocated atmosphere with composition: \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 H2O 5.00e-02 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 H2 9.50e-01 \n" - ] - } - ], - "source": [ - "# Setup atmosphere\n", - "atmos = atmosphere.Atmos_t()\n", - "atmosphere.setup!(atmos, ROOT_DIR, output_dir, \n", - " spectral_file,\n", - " instellation, s0_fact, albedo_b, zenith_degrees,\n", - " tmp_surf,\n", - " gravity, radius,\n", - " nlev_centre, p_surf, p_top,\n", - " mole_fractions, \"\",\n", - " flag_gcontinuum=true,\n", - " flag_rayleigh=true,\n", - " thermo_functions=thermo\n", - " )\n", - "atmosphere.allocate!(atmos, star_file)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "setpt.dry_adiabat!(atmos)\n", - "setpt.stratosphere!(atmos, 2000.0)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 1 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_surf = 3500.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +6.29e-01 2.379e+05 2.912e+05 +1.52e+03 +3.50e+03 6.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +6.46e-01 1.752e+07 4.603e+04 +1.15e+03 +3.50e+03 2.664e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 +3.43e-03 5.860e+05 2.688e+04 +1.11e+03 +3.50e+03 1.462e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 +5.17e-04 2.163e+04 2.497e+04 +1.11e+03 +3.50e+03 3.568e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 +3.98e-08 8.049e+02 2.491e+04 +1.11e+03 +3.50e+03 2.532e-01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 +6.98e-10 4.486e+01 2.491e+04 +1.11e+03 +3.50e+03 2.016e-02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 14 +1.45e-09 4.485e+01 2.491e+04 +1.11e+03 +3.50e+03 1.157e-02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 16 +2.04e-09 4.482e+01 2.491e+04 +1.11e+03 +3.50e+03 3.249e-02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 18 -4.82e-07 1.185e-01 2.491e+04 +1.11e+03 +3.50e+03 1.027e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 18 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +2.49e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.46e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +2.46e+01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +1.19e-01 W m-2 (+4.80e-01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.19e-01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 3500.000 K \n", - "Solver success? true\n" - ] - } - ], - "source": [ - "solver_success = nl.solve_energy!(atmos, \n", - " sol_type=1, \n", - " sens_heat=true, \n", - " latent=true, \n", - " method=1, \n", - " dx_max=600.0, \n", - " ls_method=0 , \n", - " save_frames=false, modplot=1,\n", - " conv_atol=0.5,\n", - " modprint=2\n", - " )\n", - "println(\"Solver success? $solver_success\")\n", - "atm_base = deepcopy(atmos);" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Running model for 8 samples... \n", - "sample 1 \n", - " distance = 0.0100 AU \n", - " instellation = 2.64e+05 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 +4.57e-01 1.202e+04 6.130e+04 +1.16e+03 +3.30e+03 3.465e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 +5.58e-01 4.566e+03 6.854e+04 +1.23e+03 +3.02e+03 2.849e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +2.60e-01 1.651e+03 6.741e+04 +1.32e+03 +2.73e+03 2.890e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 +8.66e-02 2.862e+02 6.605e+04 +1.36e+03 +2.43e+03 2.947e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 +3.15e-03 1.061e+01 6.577e+04 +1.36e+03 +2.19e+03 2.425e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -1.20e-02 4.478e+00 6.576e+04 +1.36e+03 +1.99e+03 2.073e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -6.87e-04 1.701e+00 6.576e+04 +1.36e+03 +1.82e+03 1.623e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 +2.91e-04 9.349e-01 6.576e+04 +1.36e+03 +1.71e+03 1.151e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 +9.82e-05 4.739e-01 6.576e+04 +1.36e+03 +1.58e+03 1.294e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 +8.54e-05 2.068e-01 6.576e+04 +1.36e+03 +1.49e+03 8.813e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 10 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +6.58e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -7.94e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.47e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +2.92e-01 W m-2 (+2.01e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.07e-01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1492.772 K \n", - " observed density = 0.49745 g cm-3 \n", - "--------------------------------- \n", - "sample 2 \n", - " distance = 0.0200 AU \n", - " instellation = 6.60e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -6.88e-03 1.794e+04 3.437e+04 +9.72e+02 +1.28e+03 3.984e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -1.97e-04 3.938e+03 2.037e+04 +9.90e+02 +1.18e+03 1.349e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -3.40e-06 6.197e+02 1.705e+04 +9.97e+02 +1.10e+03 7.765e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -7.96e-07 4.895e+01 1.648e+04 +9.98e+02 +1.06e+03 4.915e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 +8.49e-08 8.914e-01 1.643e+04 +9.98e+02 +1.04e+03 1.600e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -5.24e-09 3.715e-03 1.643e+04 +9.98e+02 +1.04e+03 1.821e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 6 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.64e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.72e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -3.96e-05 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +5.37e-03 W m-2 (+1.45e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.72e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1037.850 K \n", - " observed density = 0.96599 g cm-3 \n", - "--------------------------------- \n", - "sample 3 \n", - " distance = 0.0300 AU \n", - " instellation = 2.94e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -8.53e-03 2.217e+03 9.519e+03 +7.97e+02 +8.40e+02 2.143e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -3.63e-04 2.774e+02 7.579e+03 +8.23e+02 +8.48e+02 5.622e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -2.72e-06 1.076e+01 7.313e+03 +8.25e+02 +8.48e+02 2.076e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -2.15e-10 8.638e-02 7.302e+03 +8.25e+02 +8.48e+02 1.776e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +7.30e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +8.64e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -4.95e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +1.24e-01 W m-2 (+1.37e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +8.64e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 848.334 K \n", - " observed density = 1.26578 g cm-3 \n", - "--------------------------------- \n", - "sample 4 \n", - " distance = 0.0400 AU \n", - " instellation = 1.65e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -3.58e-02 7.009e+02 4.807e+03 +7.17e+02 +7.33e+02 1.305e+02 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -5.12e-04 3.771e+01 4.144e+03 +7.23e+02 +7.39e+02 3.087e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -7.68e-06 7.759e-01 4.107e+03 +7.24e+02 +7.40e+02 5.352e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -4.17e-09 3.653e-03 4.106e+03 +7.24e+02 +7.40e+02 1.912e-01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +4.11e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.65e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -3.45e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +4.13e-03 W m-2 (+1.13e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.65e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 739.539 K \n", - " observed density = 1.46520 g cm-3 \n", - "--------------------------------- \n", - "sample 5 \n", - " distance = 0.0500 AU \n", - " instellation = 1.06e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -6.07e-01 2.923e+02 2.920e+03 +6.54e+02 +6.69e+02 7.719e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -7.90e-07 1.404e+01 2.642e+03 +6.46e+02 +6.59e+02 2.032e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -3.21e-06 1.327e-01 2.628e+03 +6.45e+02 +6.58e+02 3.173e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +2.63e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.33e-01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.93e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +1.45e-01 W m-2 (+1.09e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.33e-01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 658.029 K \n", - " observed density = 1.62206 g cm-3 \n", - "--------------------------------- \n", - "sample 6 \n", - " distance = 0.0600 AU \n", - " instellation = 7.34e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -1.30e-01 1.230e+02 1.947e+03 +5.83e+02 +5.97e+02 6.730e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -9.49e-05 4.594e+00 1.829e+03 +5.81e+02 +5.90e+02 1.655e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 +1.38e-10 2.742e-02 1.824e+03 +5.81e+02 +5.89e+02 2.682e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.82e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.74e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -3.82e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +3.28e-02 W m-2 (+1.07e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.74e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 589.461 K \n", - " observed density = 1.75485 g cm-3 \n", - "--------------------------------- \n", - "sample 7 \n", - " distance = 0.0700 AU \n", - " instellation = 5.39e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -4.32e-02 1.406e+02 1.410e+03 +5.43e+02 +5.46e+02 4.714e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -6.18e-05 2.779e+00 1.342e+03 +5.45e+02 +5.52e+02 1.522e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -1.12e-05 1.139e-02 1.340e+03 +5.45e+02 +5.51e+02 1.612e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.34e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.14e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +7.10e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +1.52e-02 W m-2 (+1.30e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.14e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 551.375 K \n", - " observed density = 1.83853 g cm-3 \n", - "--------------------------------- \n", - "sample 8 \n", - " distance = 0.0800 AU \n", - " instellation = 4.13e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR xvals_med xvals_max |dx|_max flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -1.76e-01 6.947e+01 1.064e+03 +5.22e+02 +5.29e+02 2.658e+01 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -1.73e-02 5.976e+00 1.028e+03 +5.20e+02 +5.25e+02 8.131e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -4.20e-09 2.667e-02 1.026e+03 +5.20e+02 +5.25e+02 1.570e+00 C2-Nr-Ls \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.03e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.67e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +2.67e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max. loss = +3.30e-02 W m-2 (+1.24e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.67e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 525.415 K \n", - " observed density = 1.90058 g cm-3 \n", - "--------------------------------- \n", - "Done!\n" - ] - } - ], - "source": [ - "dst_arr = collect(range(start=0.01, stop=0.08, step=0.01))\n", - "atm_arr = atmosphere.Atmos_t[]\n", - "\n", - "@printf(\"Running model for %d samples... \\n\", length(dst_arr))\n", - "\n", - "atmos = deepcopy(atm_base)\n", - "for (i,dst) in enumerate(dst_arr)\n", - " @printf(\"sample %d \\n\",i)\n", - " @printf(\" distance = %.4f AU \\n\",dst)\n", - "\n", - " atmos.instellation = get_solar_flux(L_star, dst)\n", - " @printf(\" instellation = %.2e W m-2 \\n\", atmos.instellation)\n", - " \n", - " # Run model\n", - " solver_success = nl.solve_energy!(atmos, \n", - " sol_type=3, \n", - " sens_heat=true, \n", - " latent=true, \n", - " method=1, \n", - " dx_max=400.0, # Smaller steps\n", - " ls_method=1 , \n", - " save_frames=false, modplot=1,\n", - " modprint=1, perturb_all=true,\n", - " conv_atol=0.4 \n", - " )\n", - "\n", - " # Density \n", - " atmosphere.calc_observed_rho!(atmos)\n", - " @printf(\" observed density = %.5f g cm-3 \\n\", atmos.transspec_rho * 0.001)\n", - "\n", - " # Store result\n", - " push!(atm_arr, deepcopy(atmos))\n", - " @printf(\"--------------------------------- \\n\")\n", - "end \n", - "println(\"Done!\")" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"Times New Roman\"" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fs=12\n", - "lw=1.5\n", - "ff=\"Times New Roman\"" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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"execute_result" - } - ], - "source": [ - "arr_P = atmos.pl .* 1.0e-5 # Convert Pa to bar\n", - "ylims = (arr_P[1], arr_P[end])\n", - "yticks = 10.0 .^ round.(Int,range( log10(ylims[1]), stop=log10(ylims[2]), step=1))\n", - "\n", - "plt = plot(framestyle=:box, size=(800,400), dpi=300, \n", - " leg=:outertopright, legcolumn=-1,\n", - " tickfontsize=fs, tickfontfamily=ff,\n", - " guidefontsize=fs, guidefontfamily=ff,\n", - " legendfontfamily=ff, legendfontsize=fs, \n", - " legendtitlefontfamily=ff, legendtitlefontsize=fs,\n", - " leg_title=L\"$d$/AU, $\\alpha_b$\",\n", - " left_margin=4Plots.mm, bottom_margin=4Plots.mm)\n", - " \n", - "\n", - "p = Plots.palette(:thermal, length(dst_arr))\n", - "for (i,this_atm) in enumerate(atm_arr)\n", - " plot!(plt, this_atm.tmpl, this_atm.pl* 1.0e-5, lc=p[i], linewidth=lw, label=@sprintf(\"%.3f, %.2f\", dst_arr[i], this_atm.flux_u_sw[1]/this_atm.flux_d_sw[1]))\n", - "end \n", - "\n", - "xlabel!(plt, \"Temperature [K]\")\n", - "xaxis!(plt, minorgrid=true)\n", - "ylabel!(plt, \"Pressure [bar]\")\n", - "yflip!(plt)\n", - "yaxis!(plt, yscale=:log10, ylims=ylims, yticks=yticks)\n", - "display(plt)\n", - "savefig(plt,joinpath(output_dir,\"profiles.pdf\"))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "# for (i, atm) in enumerate(atm_arr)\n", - "# dump.write_ncdf(atm, joinpath(atm.OUT_DIR, \"$i.nc\"))\n", - "# end" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Julia 1.9.1", - "language": "julia", - "name": "julia-1.9" - }, - "language_info": { - "file_extension": ".jl", - "mimetype": "application/julia", - "name": "julia", - "version": "1.9.1" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/misc/trap1b_emission.ipynb b/misc/trap1b_emission.ipynb deleted file mode 100644 index 25fec98d..00000000 --- a/misc/trap1b_emission.ipynb +++ /dev/null @@ -1,2697 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"/home/n/nichollsh/AGNI/socrates\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Set directory\n", - "ROOT_DIR = abspath(joinpath(pwd(),\"../\"))\n", - "ENV[\"RAD_DIR\"] = joinpath(ROOT_DIR,\"socrates\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# Import system packages\n", - "using Printf\n", - "using Plots\n", - "\n", - "# Default plotting configuration\n", - "default(fontfamily=\"sans-serif\", framestyle=:box, label=nothing, grid=true, guidefontsize=9, titlefontsize=9)\n", - "\n", - "# Import AGNI\n", - "using AGNI\n", - "import AGNI.atmosphere as atmosphere\n", - "import AGNI.solver as nl\n", - "import AGNI.dump as dump\n", - "import AGNI.plotting as plotting\n", - "import AGNI.setpt as setpt\n", - "\n", - "# Use Normal-level logging from AGNI module\n", - "AGNI.setup_logging(\"\",1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define atmosphere parameters" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# Configuration options for Trappist-1b\n", - "instellation = 0.000553*3.828e26/(0.01154*1.495979e11)^2\n", - "gravity = 10.80\n", - "radius = 1.116 * 6.37e6\n", - "nlev_centre = 40\n", - "p_surf = 1e3+1 # bar\n", - "t_surf = 1800.0\n", - "p_top = 1e-6 # bar\n", - "mole_fractions = Dict([(\"CO2\", 0.8), (\"N2\",0.2)])\n", - "\n", - "surface_material = joinpath(ROOT_DIR,\"res/surface_albedos/c9mb29.dat\")\n", - "\n", - "spectral_file = joinpath(ROOT_DIR,\"res/spectral_files/nogit/Dayspring48/Dayspring.sf\")\n", - "star_file = joinpath(ROOT_DIR,\"res/stellar_spectra/trappist-1.txt\");\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "# Create output directory\n", - "output_dir = joinpath(ROOT_DIR,\"out\")\n", - "rm(output_dir,force=true,recursive=true)\n", - "mkdir(output_dir);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Initialise the atmosphere" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Composition set by dict \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Inserting stellar spectrum and Rayleigh coefficients \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] Allocated atmosphere with composition: \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 CO2 8.00e-01 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 N2 2.00e-01 \n" - ] - } - ], - "source": [ - "# Setup atmosphere\n", - "atmos = atmosphere.Atmos_t()\n", - "atmosphere.setup!(atmos, ROOT_DIR, output_dir,\n", - " spectral_file,\n", - " instellation, 0.375, 0.0, 48.19,\n", - " t_surf,\n", - " gravity, radius,\n", - " nlev_centre, p_surf, p_top,\n", - " mole_fractions, \"\",\n", - " flag_gcontinuum=true,\n", - " thermo_functions=true,\n", - " flag_rayleigh=true,\n", - " surface_material=surface_material\n", - " )\n", - "atmosphere.allocate!(atmos, star_file)\n", - ";" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Run the model for a high-temperature case\n", - "This provides an initial guess from which later simulations will be initialised" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "atmos.tmp_surf = 1850.0\n", - "atmos.tmpl[:] .= 1800\n", - "atmos.tmp[:] .= 1800;" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 1 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_surf = 1850.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] step resid_med cost flux_OLR max(x) max(|dx|) flags \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 1 -8.38e+03 5.050e+04 3.999e+05 1.819e+03 2.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 2 -5.28e+03 2.885e+04 2.567e+05 1.832e+03 2.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 3 -3.06e+03 1.461e+04 1.540e+05 1.841e+03 2.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 4 -1.71e+03 7.284e+03 9.187e+04 1.846e+03 2.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 5 -7.31e+02 2.954e+06 4.656e+04 1.849e+03 2.000e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 6 -2.56e+02 2.708e+07 2.496e+04 1.850e+03 1.801e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 7 -5.40e+01 4.703e+06 1.938e+04 1.850e+03 1.176e+02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 8 -1.81e+00 9.046e+05 1.826e+04 1.850e+03 8.931e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 9 +2.30e-03 1.737e+05 1.803e+04 1.850e+03 4.127e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 10 +1.61e-03 3.326e+04 1.801e+04 1.850e+03 1.924e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 11 +2.17e-05 6.140e+03 1.800e+04 1.850e+03 1.087e+01 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 12 +1.62e-06 9.367e+02 1.800e+04 1.850e+03 1.412e+00 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 13 -3.05e-06 6.441e+01 1.800e+04 1.850e+03 3.873e-02 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] 14 +1.12e-06 5.804e-01 1.800e+04 1.850e+03 1.970e-03 C2-Nr \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 14 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.80e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.52e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.52e+03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.36e-01 W m-2 (+3.52e-02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +5.80e-01 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1850.000 K \n", - "Solver success? true\n" - ] - } - ], - "source": [ - "solver_success = nl.solve_energy!(atmos,\n", - " sol_type=1,\n", - " sens_heat=true,\n", - " latent=true,\n", - " method=1,\n", - " dx_max=200.0,\n", - " ls_method=0,\n", - " save_frames=false, modplot=1, # disable plotting\n", - " conv_atol=0.1\n", - " )\n", - "println(\"Solver success? $solver_success\")\n", - "\n", - "base_atm = deepcopy(atmos)\n", - ";" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Running model for 10 samples... \n", - "Running model for p_surf = 1000.0 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 21 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.64e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -5.15e-06 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.21e-08 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.06e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.31e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1360.840 K \n", - "--------------------------------- \n", - "Running model for p_surf = 359.4 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 13 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.64e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +3.08e-07 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -6.40e-07 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.19e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.46e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1360.215 K \n", - "--------------------------------- \n", - "Running model for p_surf = 129.2 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 12 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.65e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -5.00e-07 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +3.75e-07 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +7.90e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +8.01e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1359.513 K \n", - "--------------------------------- \n", - "Running model for p_surf = 46.4 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 10 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.66e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.30e-06 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.79e-09 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +9.73e-03 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +1.09e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1330.725 K \n", - "--------------------------------- \n", - "Running model for p_surf = 16.7 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 7 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.69e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -3.01e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.14e-05 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +3.06e-03 W m-2 (+9.96e+01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.86e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1207.281 K \n", - "--------------------------------- \n", - "Running model for p_surf = 6.0 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 7 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.70e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +1.44e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +3.81e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.30e-03 W m-2 (+9.97e+01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +3.41e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 1056.836 K \n", - "--------------------------------- \n", - "Running model for p_surf = 2.2 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 16 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.70e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +2.65e-05 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +4.81e-06 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +5.46e-02 W m-2 (+1.00e+02 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +6.14e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 913.967 K \n", - "--------------------------------- \n", - "Running model for p_surf = 0.8 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 6 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.69e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -2.20e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = +1.27e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.58e-02 W m-2 (+8.96e+01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.04e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 852.299 K \n", - "--------------------------------- \n", - "Running model for p_surf = 0.3 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 4 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.65e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = -9.15e-05 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -6.41e-06 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +2.15e-03 W m-2 (+9.97e+01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +2.60e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 845.254 K \n", - "--------------------------------- \n", - "Running model for p_surf = 0.1 bar \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] sol_type = 3 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] tmp_int = 0.00 K \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] f_int = 0.00 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] please wait... \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] success in 3 steps \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] outgoing LW flux = +1.59e+04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at TOA = +8.58e-03 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] total flux at BOA = -1.21e-04 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] column max loss = +1.89e-01 W m-2 (+9.99e+01 %) \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] final cost value = +6.74e-02 W m-2 \n", - "[\u001b[32m\u001b[1m INFO \u001b[21m\u001b[0m] surf temperature = 846.285 K \n", - "--------------------------------- \n", - "Done!\n" - ] - } - ], - "source": [ - "num_loops = 10\n", - "prs_arr = range(start=3, stop=-1, length=num_loops) # log bar\n", - "atm_arr = atmosphere.Atmos_t[]\n", - "\n", - "@printf(\"Running model for %d samples... \\n\", num_loops)\n", - "\n", - "atmos = deepcopy(base_atm)\n", - "\n", - "for (i,prs) in enumerate(prs_arr)\n", - " # Set new surface pressure\n", - " bar = 10.0^prs\n", - " atmos.p_boa = 1.0e5 * bar\n", - " @printf(\"Running model for p_surf = %.1f bar \\n\",bar)\n", - "\n", - " atmosphere.generate_pgrid!(atmos)\n", - "\n", - " # Run model\n", - " solver_success = nl.solve_energy!(atmos,\n", - " sol_type=3,\n", - " sens_heat=true,\n", - " latent=false,\n", - " method=1,\n", - " dx_max=120.0, # Smaller steps\n", - " ls_method=1,\n", - " save_frames=false, modplot=1,\n", - " modprint=0,\n", - " conv_atol=0.1\n", - " )\n", - "\n", - " # Store result\n", - " push!(atm_arr, deepcopy(atmos))\n", - "\n", - " @printf(\"--------------------------------- \\n\")\n", - "end\n", - "println(\"Done!\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Make plot of temperature profiles" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "fontsize=12\n", - "linewidth=1.5;" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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ePWp3MAAAAABoEWRwd8HT3+Cur5sqhNg8izWLUYUC30/GGamoSuWOcRSJ+0ioIDEV7IIHyemBvrS/mCW4Yz15IOlw0vct0m0iSfnUkaIgEJJUGiRXi4+svvj8R0e/OZZSoNI5ahcBAAAAAAAArZFCoTh27Bi3pjnGjX/55Zfd3P4ZkfbMmTN79ux5ZKtFixZx75qOGzeue/fu9Tc5dOjQ3LlzGYax1PB4vFmzZh05ckSpVJaVlWVkZBQXF1dUVOzcubNPnz7ctidOnFi2bJmtu9QQVumEsLAw29sSBBESEsKtuXfvXpNEBdoNO5MTRqNxypQpSqXSUiMUCufPn3/79u3i4uI///zz+++/t2U9Tz/9tOX11atXbR+1DQAAAACtBxkQKZjyFdFtgalchA00QgghjNTVOCsdp6WgSoWEYTsh3E9MhUl4fhIU680M86PDXVke8U9HCoKHRN0J75dJrzmkKJqo8yJFoGXc0pS3frrxxpLDb2+5fC23wkF7CAAAAAAAAGhl1q1bx51kQiAQjB8/vsm34uXltXr1am7Niy++uHv37octbzAY3nzzzc2bN1tqXF1d161bV/9WCgoKnnvuOW5mIjo6+tatW9u2bRs7dqxMJrPUu7m5TZ8+/erVqytXriQ4z3ytWrXq1KlTNu+WrVJTU7nF4ODgBjW36ssCyQlghWdfsx9//DE9Pd1S7Nix4+7du7n9erjnRj0iIiLCw8PN81WYTKYrV67ApO0AAABAG0X4RQimfokVhaazP/FEpYREgBBCWi3OzUYlRYSXr8DbO4wgg4VkGUEUGlkxj+koQ3kaMqea1DH/XDnw/Ai3JwjpcKS7yepuIlZrPdUEybBuRdrKfWlf/ZnjEu0zeUzn8VEBAl5jZ9ICAAAAAADtidpAF1XpGBbmLXMQd4nATyZy2ObS09NXrlzJrXnttde8vLyaY1uzZ8/Ozc1dvny5uajVaqdPnz5y5MjZs2cPHjw4KCiIz+drtdr79++fPHnyxx9/5E7NK5VKDx069MgOB++99x73KfDY2NizZ89ycxJWCIJYsmQJSZKLFy8212CMP/nkk5EjR9q9m3WymiUiMDCwQc2tloc5J4AVe5ITLMtyT/7AwMA///yzoXkzi169elnO2JSUFEhOAPtkZ2efPHmSW+Pj4xMTE9NS8QAAgNMivAIEUz7BlSWm0z9R/ELSVYgQQgYDLsxDZUXI04fylvvxKLkAVQj4+TQjINkOMrZUR2ZUE0rDPwkGSoakj5Mug5EhFWtuIDqXtd4SRi5KI/qrYNf1kl86uI4e2/mZfmHuYr4D9xUAAAAAALRGBpr95vS9Q8lFLIbMhEOFebp8PDY6Su7a3BtiGOaVV17R6f4Z69XV1fWDDz5ovi1+/PHH3bt3f+ONN4qKisw1p06dsvRU4PP5JlMdc+MNGDBg8+bNXbp0qX/l2dnZ3K4YMpnswIED9WQmLN57770jR46cOXPGXLxw4cLVq1f79etnww7ZymqcG6s5JB7JanmNRtMEMYEmotPpLl++zO2vgxCq8y+5+diTnLh27VpxcbGlGB8fXzszYWPPCYRQz549LSO13b9/3454gDPLzs42v/j1119rz6m+YcOGZ5991va1qdVqo9FYeyaVdollWa1WSxAEy9a639ceOdXBNRqNWq1Wo9GIRI57aKUFOdXBbUtnLt8FjXkHaVTk+Z8F/ALKTYQQQiYalRThslLk5U14+3oJBJ4UoZbxC2iWR7JyMVtpYLOqqRI9YfkVSVBI1JUQdUV0MalOwMYUhGnrX5h8Pc1PqTifdvVQUFK3QcHPDgwJ8xA7dm+bQFs6uE1Bq9VqtVo4c9sl+Fpux5zq4NI0DRdU7RWcuW2I3RP8rjmXeiCpsGmDAbbIrtC8+8fNnbMHuYma95mhxYsXW+7Im3399dc+Pj7NutHJkyePHTt2y5YtO3futNq61f1csVg8adKk2bNnjxs3zpY1r169mqZpS/G9996zsYMCQRAfffQRN5jffvutCZMTDMPo9XpuTUP/LYrFNX6atdHvokay+uHTer6W4+Lirly50rIx2JOc4M5c3adPHxtPs4cJCAiwvC4oKGjMqoATKi0trefdW7duPfnkk7avTavVGgwGq+/N9oplWXO+GjvHgyROdXCNRqNOp3Oe39JOdXDb4JnLQ4/NI3TVoqs7JUQ25e2CCIRYBpWV4PJS5OpO+PrJJJJIhEIlVAGL+CTjIaR1NJGjIfPUpIlzx4DnR7hPJPAopLuNtVcJpoqx2hJFsx7Z1fk5yR+fyHTt7j11SFCfQFdbn5VoBdrgwW0UjUZj/qZq6UAcwdkOLnwtt2NOdXBpmoYLqvYKztw2xL4HeBkWH4LMRMtR6kxn08ue6Bbw6EXt9csvv3z77bfcmqlTp86bN6/5tmhRUFCQkpJieVL2YfR6fWZm5u3btwcNGsSdTPth9u7da3lNkuTLL79se0jDhw+Xy+UlJSXm4oULF2xv+0i1b6A39N+i1fLOOd+w+XEHbrE1fC1jjJOTk+tZwO70cIPYk5zgToTyxBNPNDICd3d3y2vn/AMFjREbG7tv3z6EUFhYWEREhKWeJMng4OCPP/5YLpfbvjaxWKzX6319fZs+0NaHZVmSJGUymUQiaelYHMGpDq7RaFQoFL6+vt7e3i0diyM41cFts2euHIV9gLVVxuP/JbV3ef4yRCCEMVJVYpUSuboSPnKxVBaBUIiYKkZEgZ4R85gIGZOnIbOqKT0nDUEIkaQvIemDDOmUIYHS5RhRzbsKBEayMj0+nb/lZun2SM+nRnV+skeQiEc5eIft0GYPrp2MRqNAIGjQv+m2y9kOLnwtt2NOdXBpmi4rK4MLqnYJztw2pKEDyJgZaNZAO0W3mFar2tCMw8KcOnXKKg8RHh4eHx/ffFs002g0ixYtio+PtxoDp04Y44SEhISEhJUrV3755Zfz58+vZ4yZzMzM/Px8S3HAgAH+/v62B0YQxODBg3///Xdz8ebNmxqNxr5zpzZufw4zHq9hN5P5/Bp9aBw8ZFAr4e3tzf3h03q+lrdt27Z+/Xqro3z27FnzYRIIBA6IwZ7kRFlZmeV1165d61zG9mGduGcLJCdAQ1m+42bOnPnFF1+0bDAAAADqQUhchU+9gww6w/HNROVVfpArIgmEMKpS4SoVEksIH1+Bu2cIQQSIyRJM5uuZDjI2TMYWasmMKlJt4lxaEEjYCQk7MS4VpCGBr040Ysb6yUdJpRFdKv5fYtnOULfhYyKe6RvmKxU6dIcBAAAAAEBLkAioSLnrvZKqlg7EecUGeTTTmi9evPjUU09xBxry9fU9fPgw99Hn5lBUVDRy5MiUlBRuZVBQ0NNPPz148GC5XO7i4qJSqTIzM8+dO/f7779bHpNXqVSvvfbahQsXtmzZQlF1PzJ1/vx5brFHjx4NDY873j5N04WFhZ06dWroSupUO4lrNcrTI3HnBUEISaXSxsYEms4TTzxRu+OBp6enI+cttyc5UVFRYXnt4dHYrxuVSmV53VRpPQAAAAC0UkKxcNJryDjbcHoHKjovCHVDJIEQQjotzs1GJUWEj5zn6RVIkP4isgQR+UY2UMIGSNhSHZleRaqMNZ5+oDwJyWhaNISk7/Cqr9K02vohJr6O4d+ruJJ27VRAcuRjoc8/3jHa79G9qgEAAAAAQJu2eGTkW7/frNY74zPaLe65PqHNNCH2lStXxo0bxx1oyN3d/dixY4+cbrqRNBpNXFwcNzMhFou//vrrefPmWXULGDFixMsvv/zdd98tWbJk48aNlvrt27dLpdIff/yxzvWnpaVxi8nJyUuWLGlQhAkJCdwi984t+ntwBVvWIxAIvLy8uDVisZjH43GfrIfkBGha9iQnuGOlPayvg+09J7j9MJykwywAAADg7ARi4diXkHGW4fQOVHCOHyojzCMvGQw4PxcVFyIvH9Lb15/H8xMQCiE/z8gQyDxjNpFRRZXqa1xmkBIk6E979cH0Pb7mEqEvsx4Zk2KwW5668Nekj05keMX6z4jrNLyTL2nztQoAAAAAAGhbuspdf3th4JGUonyltqVjcRYkQbiK+f1CPHs1T7eJW7dujR8/vqrqnw4xrq6ux48f79mzZ3Nsjuu9997jDs0vFotPnTo1cODAhy3v5eUVHx8fERHBzTFs2LBhwoQJkyZNqr28VS7h3Llz586da0zAViu8dOnSsGHDbGnYp0+fa9euWVVKJBLuxw7JCdC07ElO+Pj4WF4XFjZ2iqEbN25YXkNyAgAAAHAiApFw7FzEvGA48zu6d5DfwZUQ8hBCiKZRSREuK0Ve3oSP3JvP9+IhJZ+XTyMC0R4+tMpIZKvJQi1ZYxpLiuBFs25RSJpL0deEynRtndNRGI9nbbhSsCHSc+LITpNjgmRCe66FAAAAAABAK+flIniuT2hLRwGaxv3798eMGcO95y4Wi/fv39+3b9/m3nRubq7VhBarVq2qJzNhsXjx4suXL5vnSTX7+OOP60xO2NitwXYGg6EJ1yaTybjJifLy8gY1t9o7SE4AK6QdbbgzePz11191LmN7z4kzZ85YXkdGRtoRDwAAAADaMIonHDld+MrPJv4w/R0F1v7d74FlUFkJvncH5+cSRqMHy3YncS8Xnq+QchfiGE9mqJ8pWMpaX8oQiApFwqkGn5d4fn1dSV4dlzpilVF8pfjI6ovPfXz0m5MpxVUNe/YHAAAAAAAA4DD3798fNmxYSUmJpUYkEu3bt2/o0KEO2PqWLVu4gxqFhIS89NJLNrZdsWIFt5iYmGg1/pKZVd+C1oY7oQVCKDc3t0HNc3JyuMWQkJAmiAm0I/Y8LdirVy/L66NHj6rVaruzXseOHcvIyLAUR4wYYd96AAAAANC2UTzhiKlo+NOG8weY67uEETJSJkQIIRYjRRmuLEce3oTcX8bnR5FILaHyGVRqYLt7MBEyNktN5qpJtmY/CdIH4ziN10BCkuxWdFFj1NJWGxRoGcH9ysTMG+f234s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u3Eh8nTb67HNFRQWxDN3atWsNFwGARmKu4ERNTY27u7up45q4gbi4uBhe562kpMTe3p5Z5LvvvjNaCxE18fHxYa6NqSsjI4OINOzbt89oLUTUJCgoyGgRAGDJLMEJo7MgvYgf9G1tbY2+mE7cc/z9/aVSqeEiBQUFxG4WmzdvNlxE955j9IWt9PR04ha6f/9+w0UAgCfIVT4BAKAhdu3alZWVpT3U7Autu6RyQ1y6dKmoqEh7KBKJlixZYrTU22+/zVyjqbKyUncvR6YzZ84wN2RzcnLSXa5d13vvvSeRSLSHhYWFf/31l9FSAGAxOTk5asa2hBRFjRo1ik1BLy+vnj17MlOys7MN5D969CjzcMqUKcTCI7okEgnxWsOvv/5KtNZwLbNnzyZit7qcnZ2JuxlxEgBodmJiYphbQ9va2hI3E70WLVrEfK+0oqLijz/+MJD/1KlTNTU12kNnZ+f58+cbrWXp0qXMNevy8vJ0t7lmOn78eG1trfbQx8dHd7FQXStWrGAGnp88eXL//n2jpQDAYozOgvRasWIF81ChUCQkJBgucuzYMebhggULiLfEdHl5eb355pvMFMNTI5qmT5w4wUxZsmQJ8zugXm3atJk8eTL7WgCAPxCcAAAwG5qmN2/ezExZtWqVv7+/eWs5efIk8zAiIsLX19doKUdHR+KpH2JOabiWadOmEftP6OXp6Tlp0iT2tQCAhZWUlBAp7L8tE1vIMqOkhIqKCiIw+fbbb7OpYtasWcyn6nJycm7evFlX5pycnFu3bjFT3nrrLTa1zJ8/n/lgclJS0pMnT9gUBICmiZi0TJo0ycvLy2gpJycnYgElk6ZGM2fONPqTH0VRPj4+xLPPJtUyb948Yj8evdq3bz906FD2tQBAszBgwAAHBwdmSm5uroH8xJTGxsZm3rx5bCointuIjY0tKCioK3NsbGxeXp720N7efubMmfWo5c8//2Q+DAcAvIXgBACA2Vy7du3FixfaQ5FINHfuXPNWoVaro6OjmSljx45lWZbIeebMGYVCoTenQqE4c+aMWWqJjo42/OAzAFgSsf1MQxCbPTCdO3dOLpdrD93c3AYMGMDmnO7u7gMHDmSmGPh97ffff6dpWnvYrl27kJAQNrW0atWqW7duLGsBgCaOpmniB/16T1pOnTqlVCr15pTJZOfOnTNLLSdOnKhralRaWnrlyhVmypgxY+pdC8uCANBk2djYEE+hFRcXG8hPfE/s2rUrseBwXUJCQgICArSHtbW1xH3VQC0DBgwgFtary4ABAzw8PLSHNTU1ht9XAwCeQHACAMBsjh8/zjwcNWoUsbJ5w6WnpxNLqQwaNIhl2QEDBjAXmKqoqEhMTNSb89GjR+Xl5dpDgUDA8odFiqKIHxazs7PT09NZlgWAxtauXTtiNXPmSnSGZWZmMg/bt29fV87r168zD4mbj2HEPeTGjRssa2F/MzSpFgBo4p4/f56fn89MYX83GDRoEHM1pNLSUt1tMDQePHhQWVmpPRQIBP3792dZC3HDycjIqGtZvJs3bzKjIxKJpFevXvWr5f79+8wGA0AzRQzkFi1aGMhsmalRvWsRCoXEnRMTMACgEJwAADCjmJgY5iHLldxNkpyczDxs0aJFhw4dWJZ1d3fv0qULMyUpKYlNLYGBgS1btmRZS0BAABGSqasWALA8FxeXHj16MFP+/PNPNgVLSkqYyxwLBIIhQ4bUlZn4da9fv37sW0iEQonbkYFa+vbtW+9acJsCaL6Iu0TLli2Zz/8a5unp2bFjR2YKy6lRp06dmM//GhYUFEQsM8Wylh49ehhdxp2ZmbksnlrffuMA0LxUVlYSyyv5+PgYyG+ZqREmYABgXghOAACYR3l5+aNHj5gpzIlabW3t5cuXv/rqq7fffvv1119ftGjRv/71r127dj1//tykWohvre3bt2c+8WcU8aRzXd9aiVrYxz9MqgUArILY/uHbb79lLsFUl8jISJVKpT0cPXp0u3bt6spMfNU06R5CZC4sLNS7uYXu724NqeXFixds/iMAQBNkmUlL069FLBa3adOGTS0A0FycPHmSuQqcWCzu3bt3XZllMllaWhozpSFTo7qeDsnPzyc2MGtILbhNAQBFUSJrNwAAgCMePXrEnDtKJBLNmuYKhWLLli3ffvttTk6O3oLt27d///33FyxYwObhOGICR3wLNYrYz7auSSeRXo9arl69arQWALCKOXPmbNu27d69e5rDp0+fzp07d9++fQb2XD1w4MCmTZu0hxKJ5Ouvv64rc2VlCVp8JwAAIABJREFUJbFiiUn3kFatWgmFQuZmEsnJyYMHDyayZWVlSaXSetdCZFapVE+fPn3ppZfYnwEAmghiakRMdYxiOTVq+AQsLi7OaC0Nn4ClpKQYrQUAmovdu3czD4cMGeLm5lZX5pSUlNraWmZKQ6ZGFRUVOTk5umsUEzcWgUDAclsLvbWkp6dXVVU5OjqyPwMAcA/enAAAMA/iHQh/f39bW9vk5ORu3bp9+OGHdUUmNAWXLl0aFBTE/EG/LsR5WrdubVIjielgXUseW6YWALAKsVj8888/e3t7a1MOHz48cODAP//8U3eP1qdPn86fP//NN9/URgsEAkFUVJSB3/FzcnKI85j03djW1pbY+1HvPUT3pmpSLV5eXg4ODkZrAYCmj0tTI0zAAEArOjr60qVLzJQFCxYYyJ+bm8s8lEgkzMmeUW3atCHeyGczAWvZsiVzQTmjiHgwTdN5eXnsiwMAJ+HNCQAA8ygrK2Me+vn53b59+9VXXyXS65KRkfHqq6/u3Llz9uzZBrIRW6K5u7ub1EjiWZu6dkq0TC0AYC1BQUGXL1+eOnXq/fv3NSkJCQkjR4708vLq3bu3t7e3WCwuLi5OTEx88uQJM9Lg4uKyY8eOadOmGTi57pCvxz2E+X1Y7z2ESBSLxU5OTqbWUl1dbbgWAGj6uDQ1amAtRH7c1gCar4qKiiVLljBT+vTpM3nyZANFiDdK3dzcTFr+197eXiKRyGQybYreewhRSwNvhnXVAgC8guAEAIB5EEEIoVA4fvx4ZqKLi8urr77apk0be3v7oqKihIQE7bIqGgqFYt68eV5eXmPGjKmrFmL2ZmdnZ1IjiQdbWH43bqRaAMCKOnXqFB8fv3v37v/85z+pqamaxMLCwjNnzujN7+Tk9Oabb65evdroy/tVVVVEiqn3ECK/3nsIUYupVbCsBQCaPi5NjRpYC25rANygVqvnzZuXlZWlTbGxsfnPf/5jONhglqmR0eBEA2uxs7MTCATMB19wpwIABCcAAMyDCE5cuXJF+9nNzW3dunWLFi2ytbVl5klKSlq2bNn58+e1KTRNz5o1686dO3WtmNzA6SDL78aWqQUArEsikbz77ruhoaGfffYZsW4Awdvb+4svvpg8ebKrq6vR0xJDXiQSiUSmTTjZ3EMa+BMey1oAoOnjzNRIrVbX1NQ0di0A0PStW7fu2LFjzJQ1a9YMHDjQcCmzTI2YX2kbYwImEAjYvJ8BALyCPScAAMyjoqJCb7qPj8/Vq1eXLl1KRCYoigoODj537hzxxm5JScnatWvrqoW5CAlFUWz20GYipo+6DzhbshYAsK5jx46FhYUNGTLEcGSCoqj8/Py33nqrTZs2a9asMTqiG3gDoXTuIcQJNYif8BqpFgBo+jgzNaqpqdHu7tN4tQBAE3f06NHPP/+cmTJ48OB//etfRgs2fGpEBDjZTMB0v+GapRYA4BUEJwAAzEPv/E8oFB4+fNjAzrECgeD7778fPXo0M/HQoUPp6elsalEqlSY1UqFQMA/retTFMrUAgLXIZLKZM2dOnjw5MTGRme7n5zdhwoT58+cvWLBg2rRpYWFhQuH/zRUrKiq++OKLnj17Pnr0yMDJG3gDoXTuIXrvrsSX4UaqBQCaPs5MjXTvQpiAAfDN6dOnZ86cyVz1KDAw8MiRIzY2NkbLNnxqJJfLmYd6p0ZEokqlaoxaAIBXEJwAADAPZ2dn3cSZM2e+8sorhgsKBIItW7YwfwFUKpUHDx7Um9nR0ZF5yHwllg3iUZe69o+1TC0AYBVKpfK1114jbjITJ068efNmdnZ2dHT07t27d+zYcfjw4fv37+fm5q5du9bBwUGbMyUlZdiwYcnJyXWdnxjyCoWitrbWpBYS9xy99xAi0dTbFMtaAKDp48zUyMbGhggnYAIGwCsXLlyYPHkyM8ro7+8fExPj5+fHprhlpkYNvBmyrAUAeAXBCQAA89A7r1q8eDGbsu3btw8PD2emXL58mU0tpk4HWc4FLVMLAFjFunXrzp49qz0UCoXbt28/fvx47969dTO3bNnys88+i4+Pb926tTaxoKBg6tSpxINvWsS3VkrnETmj2Py+1vDvxvgVD4AbuDQ1wgQMgLdu3LgxceJE5ij29PQ8f/58QEAAyzNYZmrUwFoUCgWxfh3uVACA4AQAgHnozqs8PDz0/tin16hRo5iHN27cIOZtemuRSqWmtJHMz/K7cSPVAgCWl5qa+tVXXzFTPv/884ULFxou9dJLL50+fZr5/sTDhw+3bt2qN7PukG+MewiRKJfLTQ2BEBsw4k4F0ExxaWqECRgAP8XHx48ePZo5M3F1dT137lxwcDD7kxDv8Zt6A1GpVGwCnEQtdW27WBfdVuFOBQAITgAAmIeXlxeR0rNnT4FAwLJ4r169mIeVlZWlpaW62Tw9PZmHWVlZprSRyszMNHA2C9cCAJa3detW5iJLgYGBK1euZFMwNDR0yZIlzJTvv/+euSaylu6QJ+4JhtE0nZOTw0zRvbvqrcWkO5VUKi0rKzN8QgBoFojBa9INRze/dadGDbwWolW4rQE0C3fv3h09ejTzV3snJ6czZ8707NnTpPO0aNGCeVjX18m6ZGdnE8/G6b2HEIl5eXkmbTuhe1vDnQoAEJwAADCPLl26ECne3t7si/v4+BApxcXFutk6derEPMzIyGBfhW5+3TZrdO7c2Yy1EGcDACs6c+YM83DWrFlisZhl2Xnz5jEP09PTk5KSdLN5eXkRX49Nuofk5uYSe7rqvYcEBgYSOyiaVEt6ejrzUCAQEHdXAGguiMFr6g/6LKdG5p2A1TU1ItJNvRbizoYJGEDTl5KSEh4eznxgwsHB4eTJkwMGDDD1VLpDviFTIzs7O70rShE3Q5VKRTxTYlIt3t7eHh4e7IsDACchOAEAYB6dO3dmbmpNmfiOqouLC5FCPNWrQXxnTktLY1+Fbv66vrWat5a6vucDgIVVVVWlpKQwUwYPHsy+eKdOnYgwakJCgt6cxKh/8eIF+1qIG4iTkxNzuwstkUjUoUMHAwVNqsXPz8/V1ZV9cQBoOhpyw6Ga2NSoIbWo1WriVz9MwACauMePH7/yyiv5+fnaFHt7+5MnTw4dOrQeZ3Nzc/P19WWmNGRq1LFjRxsbG91s7dq1Y67z2cBaEEMFAArBCQAAc7G3tyeeLqmqqmJfXHf9Tb2/lBHfMzMzM3Nzc1lWIZfLHzx4wEypaxlTopakpCRicXYDSkpKnj9/zqYWALCwwsJCYiEm4kusUUT+wsJCvdmIr5p1xTD0io+PJ05V1/p4Danl5s2bzEPcpgCaL90f9AsKCliWra6ufvToETOF5dTowYMH1dXVLGvJz88nfo9jWcutW7f07kCmV0pKCvFcC+5sAE3Zs2fPhg8fnpeXp02xtbU9evTo8OHD631OC0yNhEJhUFBQY9cCALyC4AQAgNn06NGDeVjXz3Z66WYm1kXR6NixI/GOxY0bN1hWkZCQwNzlTCwWh4aG6s0ZGhrKXOlFpVIR80gDrl+/zvwi7ezsTDzdDADWortFhN5n4gwQiUTMQ+b2FUzEKsnXr19nXwVxTyPuq+aqhchsoBYAaOI6d+7s6OioPVSr1bGxsSzLxsfHM9eRk0gkISEhenN27dqVeQNUKpW3b99mWQtxw3FzcwsMDNSbk7gXlZWV6V09j00trVu3xkruAE1Wenr6iBEjmAsiicXio0ePjh07tiGntczUCBMwADAvBCcAAMxmxIgRzMM7d+6wL0tkdnR01Lv+plgsHj16NDPlwoULLKuIiYlhHg4ZMqSuZUxcXFxeeeUVs9QSHh5ua2vLsiwANCrdH6pMiqFSFMVceYCqY6tqiqLGjRvHfN0hKyuLWE6qLkql8vLly8yUiIiIujJPmDCBeZiYmEg0ry6VlZVxcXEsawGAJk4ikYwcOZKZUu9Jy7Bhw+pak9Pd3X3QoEFmqWXMmDFEoFerbdu2Xbt2NUstuK0BNFkZGRlDhw5lvlBlY2Ozf/9+YmJTD8QZbt68yfL19/z8/IcPHzJT2E/Arl69qlQq2dTy9OlT5upzQqFw3LhxbAoCALchOAEAYDbjx49nftssKCggllEygPhKOWjQIGIHCy1ipnjo0CE2CwvQNL13715myqRJkwzkJ2rZt29fXY9IM8nl8sOHD7OvBQAsydnZ2d7enplC/EZvWHZ2NrE7a8uWLfXmbNWqVa9evZgpxP2nLtHR0UVFRdpDJyenYcOG1ZU5JCSEubAATdP79u1jUwtx2/T29u7bty+bggDQNOlOjZivitaltrZ2//79zBSTpkb//e9/2UyNampqjhw5wr6WiRMnMg/37NljtAqKooqLi0+cOMG+FgCwlszMzKFDhzJ3x9FEJqZOndrwkw8YMID54Eh1dTVx/6nLjz/+yLyhBQcHExtfM40YMYL5vlpRUdHJkyfZ1ELc0AYMGEBsZgYA/ITgBACA2fj4+IwaNYqZsn37djYFs7Ozo6OjmSkGFhsdM2YM812E8vJyNpPO06dPEw+qGH42JyIighkdyc7OZjPp/Pnnn5kPYkskkvDwcKOlAMBi+vXrxzw8cuSI7lpPdTl8+DAzs1AoNPCbPvH72t69e2tqaoxWERUVxTwcO3asnZ2dgfzEfWzXrl1Gn92jaXrHjh3MlEmTJtUVDAaAZmHcuHHM5SiLi4uPHj1qtNTJkyeZAVcbG5vx48cbyD9x4kTmO2GZmZlnz541WsuhQ4dKS0u1h/b29sRcUbcW5uHDhw/ZLJny448/MuMxLVq0GDx4sNFSAGBh2dnZQ4cOTU1N1aYIhcK9e/e+8cYbZjm/7n1s+/btRmd6SqVy9+7dzBTiRkSwt7cn3lfbtm2b0bZVV1cTj6oYrgUAeEQNAADmQ7x9LxKJbt26ZbTUlClTmKUkEklWVpaB/PPmzWPm9/T0zM/PN5C/qqqK2Phh8uTJRltFPHPXtm3biooKA/mLioqIh1/efvtto7UAgCV9+eWXxFTw4MGDbArm5uYSq0L17NnTQP78/HziLY0PP/zQcBUHDx4k2nbt2jXDRVJTU4nVUdavX2+4yA8//MDMLxAIHj58aLgIADSSx48fE6O+vLy8fqeaNWsW8zw+Pj7FxcUG8ldWVhIbP7zxxhtGayFWIAkICJBKpQbyFxYWent7M4u8++67RmsZOHAgs0hYWJhcLjeQPysry83NjVnkk08+MVoLALA0Y8YM5vj64IMP6neevLw8YtN7gUCwY8cO87b23r17zDAqRVFbt241XGTdunXM/GKxOC0tzXAR4qV/iqIOHTpkuMiyZcuY+R0dHQsLC027NgDgKAQnAADMjFiEJCgoKCMjw0B+3d8KFy9ebLiKJ0+eEBs5jBkzpqamRm9mpVJJTKltbGzu3r1r9EJu375NPE08depUhUKhN7NMJiOe05FIJM+ePTNaCwBYUnp6OvEugoODw5UrVwyXKi4u7tOnD3Gn2rZtm+FS77//PnHnOX78eF2ZHz58SAQ/Xn31VTZX9OabbxJ3npiYmLoyx8XFEQvKT5kyhU0tANAYzBicSEpKYr48QVHUhAkTZDKZ3swKhYJYQUUkErGJU8bHxxNToxkzZiiVSr2Za2pqiPdH7e3tjf7kp1ar//jjD+I/y7vvvltbW6s3c0VFBfGShKura0FBgdFaAIAlswQn8vPzQ0JCmOcRCARGp1L1Q3wpc3Z2jouLqytzTEwM8b1y4cKFbGohtuHx9PR88OBBXZmPHz9uY2PDzP/xxx/X59oAgIsEatbv8gMAABuPHz/u0aMHcwGTVq1abd68+bXXXiNyFhQUrFq1ini/1dfX986dO0bX3/zkk08iIyOZKYMGDdqzZw9zBXaKojIyMt59993Tp08zE5csWUI8O1yXd955h1iZatSoUdu3b2/Xrh0z8dmzZ2+99Raxje2aNWvWr1/PphYAsKQVK1Z8++23zBSxWLx69er333/fw8ODyFxbW/vbb799+OGHxG4TQUFBiYmJxE+BhLKysuDg4NzcXG2KjY3NV199tWTJEmaAhKbpEydOzJ8/v6ysTJsokUju3LkTHBxs9HLy8vKCg4OZq6bY2tpu3rx5/vz5zObV1tYeOnRo0aJFzN0mnJ2dHz582LZtW6O1AEBDnDp1KicnRzc9Pz//008/ZaZs3rxZ72JuHTp0MLADjcbKlSs3btzITBkyZMju3buJl0fT09MXLVp07tw5ZuIHH3ywadMmw+fXePvtt4n1T8aMGRMVFdWmTRtm4tOnT+fNm3ft2jVm4rp164jrrcs//vGP3377jZny+uuvf/fdd76+vszExMTE2bNn37lzh5n4/fffv/fee2xqAQCtvLy8utaw3bNnz82bN7WHw4cPf/311/XmfP3114nXmDRomg4LC3v06BEzcdCgQcQrX2wEBASMGDHCcJ5nz5517dqVOeFxcHDYvn379OnTmRECpVK5Z8+e999/X6FQaBM9PT2Tk5OJ50X0unfvXp8+fZjLabq5ue3evZtYLVMmk23dunXVqlXMPS1at26dlJREPC8CALyF4AQAgPnt27dvzpw5RGL79u3Dw8MDAwPt7e0LCgoSEhJiYmKIDRvFYvHFixeJ51D0UiqVQ4YMiY2NZSYKhcLRo0d3797d398/Ly/vwYMHp06dUqlUzDxdu3aNjY0lllupS3V1dd++fRMTE5mJIpFo7NixYWFhvr6+OTk5d+/ePXv2LE3TzDwDBw68dOmS4R8uAcAqKioqhgwZcu/ePSLdwcHh5Zdf7t27t5eXl62tbXFxcXJy8qVLl7Kzs3VzXrhwgdi+Qq9Lly6NHDmSuAt5e3tPnDixffv2EokkNTX13LlzKSkpRMFt27a98847LK8oOjp60qRJxJzW398/IiIiMDDQxsYmNTX11KlTzM0nKYoSCAQHDx401yrPAGDAsGHDLl261JAzTJ8+XXflN4JcLh88eHBCQgIzUSgUhoeHd+/e3c/PLzc398GDB6dPnyZuSj169Lh+/brhHW60Kisr+/Tpk5yczEwUiUTjxo0LCwvz8fHJzs6+e/fuuXPniKnRkCFDYmJiiJXo6lJcXNyzZ0/mbmEURUkkkgkTJoSEhLRs2TIzMzMhIeHChQvErW/8+PHR0dHEoi4AYNTVq1dffvnlBp4kOTm5c+fOuukqlcpcX4smT57MZk+dvXv3zp07l0gMCAgYN25cYGBgbW1tampqdHQ0MccTCoWnTp1iv2Xgf/7znw8//JBI7NSp0+jRowMDA+Vy+fPnz48fP15QUMDMIBaLL126RKxfBwC8Zt0XNwAAuGrjxo2mfjN0dHQ8duwY+yoKCwtfeuklk6ro0KFDdna2SReSmZlJLMpsVGhoaFFRkYn/wQDAcnJycjp27GjSuNays7M7deoU+7oOHDhAvMhv1OrVq029oq1bt5p6y924caOptQBA/QwdOtSk4alr+vTpbCrKz88nlnQ3KigoKDc316TLSU9PJ14hNapbt24lJSUm1fL48WNivwqjBg4cWFlZaVItAKBx5coVk4abXsnJyXpPzny9oIHYbByo8e9//9ukMwsEgl27dpn632358uUm1SISiX755RdTa4H/197dx9V8/48fP6eipGudqFGuI5UQMxcxysLkKrna7IJNs7nYMLvwndk+Mza7ZJnr68nC5loiRUiKrD4tJDItVHRdUp3fH92+5/f+vqvT+xx1TvK4/+X1ur0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"\"/home/n/nichollsh/AGNI/out/profile.pdf\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "arr_P = atm_arr[1].pl .* 1.0e-5 # Convert Pa to bar\n", - "ylims = (arr_P[1]/1.5, arr_P[end]*1.5)\n", - "yticks = 10.0 .^ round.(Int,range( log10(ylims[1]), stop=log10(ylims[2]), step=1))\n", - "\n", - "plt = plot(framestyle=:box, size=(700,500), dpi=300,\n", - " leg=:topright, legcolumn=-1,\n", - " tickfontsize=fontsize, guidefontsize=fontsize,\n", - " legendfontsize=fontsize, leg_title=\"Ps [bar]\")\n", - "\n", - "p = Plots.palette(:Spectral, num_loops)\n", - "for (i,this_atm) in enumerate(atm_arr)\n", - " plot!(plt, this_atm.tmpl, this_atm.pl* 1.0e-5, lc=p[i], linewidth=linewidth, label=@sprintf(\"%.1e\",this_atm.p_boa*1e-5))\n", - " scatter!(plt, [this_atm.tmpl[end]], [this_atm.pl[end]*1e-5], c=p[i], label=\"\")\n", - "end\n", - "\n", - "xlabel!(plt, \"Temperature [K]\")\n", - "xaxis!(plt, minorgrid=true)\n", - "ylabel!(plt, \"Pressure [bar]\")\n", - "yflip!(plt)\n", - "yaxis!(plt, yscale=:log10, ylims=ylims, yticks=yticks)\n", - "display(plt)\n", - "savefig(plt,joinpath(output_dir,\"profile.pdf\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Make plot of F_atm vs surface pressure" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "# Collect data\n", - "olr_arr = Float64[]\n", - "for this_atm in atm_arr\n", - " push!(olr_arr, this_atm.flux_u_lw[1])\n", - "end\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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(:circle,4)\n", - "plot!(plt, prs_arr, olr_arr, linewidth=linewidth, marker=marker, label=\"Total\", color=\"blue\")\n", - "\n", - "# Decorate\n", - "xlabel!(plt, \"log Surface pressure [bar]\")\n", - "ylabel!(plt, \"OLR [W m⁻²]\")\n", - "xaxis!(plt, minorgrid=true)\n", - "display(plt)\n", - "savefig(plt,joinpath(output_dir,\"olr.pdf\"))\n", - "println(\"Done!\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Make a plot of emission spectra" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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tickfontsize=fontsize, guidefontsize=fontsize, legendfontsize=fontsize,\n", - " xlim=(0, 1e4), legend=:outertopright, legendtitle=\"Ps [bar]\")\n", - "\n", - "\n", - "p = Plots.palette(:Spectral, num_loops)\n", - "for (i,this_atm) in enumerate(atm_arr)\n", - " x = (this_atm.bands_min + this_atm.bands_max) * 0.5 * 1.0e9\n", - " y = this_atm.band_u_lw[1,:] + this_atm.band_u_sw[1,:]\n", - " plot!(plt, x, y, lc=p[i], linewidth=linewidth, label=@sprintf(\"%.1e\",this_atm.p_boa*1e-5))\n", - "end\n", - "\n", - "\n", - "# Decorate\n", - "xlabel!(plt, \"Wavelength [nm]\")\n", - "ylabel!(plt, \"Flux [W m⁻²]\")\n", - "xaxis!(plt, minorgrid=true)\n", - "display(plt)\n", - "savefig(plt,joinpath(output_dir,\"emission.pdf\"))\n", - "println(\"Done!\")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Julia 1.10.4", - "language": "julia", - "name": "julia-1.10" - }, - "language_info": { - "file_extension": ".jl", - "mimetype": "application/julia", - "name": "julia", - "version": "1.10.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/src/atmosphere.jl b/src/atmosphere.jl index 20eeb51c..3b9eb05a 100644 --- a/src/atmosphere.jl +++ b/src/atmosphere.jl @@ -333,7 +333,7 @@ module atmosphere @info "Setting-up a new atmosphere struct" # Code versions - atmos.AGNI_VERSION = "1.0.0" + atmos.AGNI_VERSION = "1.0.1" atmos.SOCRATES_VERSION = readchomp(joinpath(ENV["RAD_DIR"],"version")) @debug "AGNI VERSION = "*atmos.AGNI_VERSION @debug "Using SOCRATES at $(ENV["RAD_DIR"])" diff --git a/tutorials/01_canonical-runaway.ipynb b/tutorials/01_canonical-runaway.ipynb index cb3c6fef..e4ceab91 100644 --- a/tutorials/01_canonical-runaway.ipynb +++ b/tutorials/01_canonical-runaway.ipynb @@ -171,14 +171,6 @@ "execution_count": 7, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "┌ Error: Height integration resulted in dz <= 0 at level 100 (l -> c)\n", - "└ @ AGNI.atmosphere 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