From 4d866496bb7f1c58c17ab619218eb037865c8cf2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 8 Jan 2024 16:18:37 +0800 Subject: [PATCH] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/bfia_access.md | 298 +++++++++++++++++++++++++++++ doc/bfia_access.zh.md | 293 +++++++++++++++++++++++++++- doc/data_access.md | 2 - doc/images/open_flow/pipeline.png | Bin 0 -> 121998 bytes doc/images/open_flow/scheduler.png | Bin 0 -> 124948 bytes mkdocs.yml | 1 + 6 files changed, 585 insertions(+), 9 deletions(-) create mode 100644 doc/bfia_access.md create mode 100644 doc/images/open_flow/pipeline.png create mode 100644 doc/images/open_flow/scheduler.png diff --git a/doc/bfia_access.md b/doc/bfia_access.md new file mode 100644 index 000000000..b0f826968 --- /dev/null +++ b/doc/bfia_access.md @@ -0,0 +1,298 @@ +# BFIA Integration Guide + +The [BFIA protocol](https://github.com/FederatedAI/InterOp), organized by the Beijing Financial Technology Industry Alliance and led by China UnionPay, is an API interface specification established jointly by over 60 units, including major financial institutions, telecom operators, internet companies, technology firms, testing agencies, and research institutes. FATE 2.0 has adapted this protocol across various layers like Pipeline, Scheduling, Communication, and more. This document will guide how to perform federated learning with FATE framework using the BFIA protocol. + +## 1. Pipeline + +![pipeline](./images/open_flow/pipeline.png) + +The pipeline constructs a unified client for FATE's interoperation, generating a DAG configuration based on the FATE 2.0 protocol. The pipeline doesn't directly call the BFIA protocol API; instead, it utilizes the FATE protocol API and transforms it into BFIA protocol execution within the FATE Flow through an adapter pattern. + +### 1.1 FATE Algorithm + +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import CoordinatedLR, PSI +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +guest = "JG0100001100000010" +host = "JG0100001100000010" +arbiter = "JG0100001100000010" +pipeline = FateFlowPipeline().set_parties(guest=guest, host=host, arbiter=arbiter) +pipeline.set_site_role("guest") +pipeline.set_site_party_id(guest) + +psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) +lr_0 = CoordinatedLR("lr_0", + epochs=10, + batch_size=300, + optimizer={"method": "SGD", "optimizer_params": {"lr": 0.1}, "penalty": "l2", "alpha": 0.001}, + init_param={"fit_intercept": True, "method": "zeros"}, + train_data=psi_0.outputs["output_data"], + learning_rate_scheduler={"method": "linear", "scheduler_params": {"start_factor": 0.7, + "total_iters": 100}}) + +pipeline.add_tasks([psi_0, lr_0]) + +pipeline.protocol_kind = "bfia" +pipeline.conf.set( +"extra", +dict(initiator={'party_id': guest, 'role': 'guest'}) +) +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.2 UnionPay Algorithm + +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_lr import HeteroLR +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010", + arbiter="JG0100001100000010" +) +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_lr_0 = HeteroLR( + "hetero_logistic_regression_1", + id="id", + label="y", + batch_size=-1, + penalty="L2", + early_stop="diff", + tol=0.0001, + max_iter=2, + alpha=0.01, + optimizer="nesterov_momentum_sgd", + init_param={"init_method":"zeros"}, + learning_rate=0.15, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_lr_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.3 Other BFIA Protocol Algorithms +#### 1.3.1 Pipeline Adaptation Development: +To integrate other algorithms, follow these steps: +- Component Description File: Place the algorithm component description file in [pipeline-component-define](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/component_define) +- Component Definition: Place the algorithm component definition file in [pipeline-component](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/components) + +## 2. Scheduling + +![scheduler](./images/open_flow/scheduler.png) + +### 2.1 Modifying Configurations +- Modify [Route-Table](../python/fate_flow/adapter/bfia/conf/route_table.yaml). +- Update [local-site-settings](../python/fate_flow/adapter/bfia/settings.py) + - `LOCAL_SITE_ID`: ID of the local site. + - `STORAGE_ADDRESS`: S3 storage address. + - `TRANSPORT`: Communication engine address used by the local algorithm. + - `CONTAINER_LOG_PATH`: Local path for container logs. + - `CALLBACK_ADDRESS`: Address for scheduling service used by the algorithm for callbacks. + +### 2.2 Registering Algorithms +```json +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "unionpay:2.0.0" + }, + "protocol": "bfia", + "components_description": {} +} +``` + +Registration Configuration Explanation: +- `name`: Name of the provider/vendor. +- `device`: Mode of algorithm execution, currently supporting "docker". +- `version`: Algorithm version. +- `metadata`: Image information. +- `protocol`: Protocol used by the algorithm. +- `components_description`: Description of algorithm components, reference [BFIA Algorithm Self-description](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/3.%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82API.md#2-%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E8%87%AA%E6%8F%8F%E8%BF%B0%E6%96%87%E4%BB%B6) + +#### 2.2.1 Registering FATE Algorithms +```shell +flow provider register -c examples/bfia/fate/register/fate_components.json +``` +- Configuration reference: [fate_components.json](../examples/bfia/fate/register/fate_components.json) + +#### 2.2.2 Registering UnionPay Algorithms +```shell +flow provider register -c examples/bfia/unionpay/register/unionpay_components.json +``` +- Configuration reference: [unionpay_components.json](../examples/bfia/unionpay/register/unionpay_components.json) + +#### 2.2.3 Registering Other Algorithms +You can use the above configuration to register algorithm images from other vendors into the FATE Flow service. They will be automatically loaded and run as containers during execution. + +## 3. Usage + +- Modify configurations as outlined in section 2.1. +- Register corresponding algorithms as described in section 2.2. + +### 3.1 Using FATE Algorithm Images + +#### 3.1.1 Data Upload + +##### 3.1.1.1 Upload + +- Install FATE Flow and Flow Cli +```shell +pip install fate_flow==2.0.0 +pip install fate_client==2.0.0 +``` +- Upload data to s3 storage +```python +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + file = 'examples/data/breast_hetero_guest.csv' + namespace = "upload" + name = "guest" + + + meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) + +``` +Modify the parameters `s3_address`, `file`, `namespace`, `name`, `meta` in the above code with actual values, where: +```yaml +s3_address: s3 storage address +file: local path of the data +namespace: FATE table namespace +name: FATE table name +meta: Data metadata +``` + +##### 3.1.1.2 dataframe-transformer + +Explanation: The upload process stores data in the s3 storage. FATE algorithms depend on dataframe-format datasets. FATE provides the `dataframe-transformer` component for data conversion. **In the BFIA protocol, the input parameter for data is `dataset_id`, which FATE adapts as `$namespace + '#' + $name`** +- Configuration: [dataframe-transformer](../examples/bfia/fate/job/dataframe_transformer.yaml) +- Replace `JG0100001100000010` in the configuration with the actual site ID +- Modify `dataset_id` to `$namespace + '#' + $name`, where namespace and name are the parameters set for upload. +```yaml +dag: + tasks: + transformer_0: + inputs: + data: + table: + data_warehouse: + dataset_id: upload#guest +``` +- The output data table is defined in dag.tasks.transformer_0.parameters and can be customized. +```yaml +dag: + tasks: + transformer_0: + parameters: + name: breast_hetero_guest + namespace: experiment +``` +- Submit the `dataframe-transformer` component: `flow job submit -c examples/bfia/fate/job/dataframe_transformer.yaml` + +#### 3.1.2 Running FATE Algorithm Components +Jobs can be submitted via CLI, pipelines, or the BFIA's [restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A) + +- Submitting jobs via CLI: + - Configuration: [psi-lr](../examples/bfia/fate/job/psi_lr.yaml), [psi-sbt](../examples/bfia/fate/job/psi_sbt.yaml) + - Command: `flow job submit -c examples/bfia/fate/job/psi_lr.yaml` +- Submitting jobs via pipelines: [psi-lr](../examples/bfia/fate/pipeline/test_lr.py), [psi-sbt](../examples/bfia/fate/pipeline/test_sbt.py) +- Using the restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json), [psi-sbt](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json) + +### 3.2 Using Algorithm Images from Other Vendors + +#### 3.2.1 Data Upload +Each vendor provides its own data upload interface. + +#### 3.2.2 Running Algorithm Components from Other Vendors (UnionPay example) +Jobs can be submitted via CLI, pipelines, or the BFIA's [restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A) + +- Submitting jobs via CLI: + - Configuration: [psi-lr](../examples/bfia/unionpay/job/psi_lr.yaml), [psi-sbt](../examples/bfia/unionpay/job/psi_sbt.yaml) + - Command: `flow job submit -c examples/bfia/unionpay/job/psi_lr.yaml` +- Submitting jobs via pipelines: [psi-lr](../examples/bfia/unionpay/pipeline/test_unionpay_lr.py), [psi-sbt](../examples/bfia/unionpay/pipeline/test_unionpay_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json) diff --git a/doc/bfia_access.zh.md b/doc/bfia_access.zh.md index dd93ad64a..fe1ffc28e 100644 --- a/doc/bfia_access.zh.md +++ b/doc/bfia_access.zh.md @@ -1,9 +1,288 @@ -# 整体设计 +# BFIA接入指南 +[BFIA协议](https://github.com/FederatedAI/InterOp)由北京金融科技产业联盟组织,中国银联牵头,联合主要金融机构、电信运营商、互联网公司、科技公司、检测机构、科研院所等60余家单位共同制定的互联互通API接口规范。FATE 2.0版本从Pipeline、调度、通信等几个层面适配此协议,本文将介绍如何以BFIA协议与FATE框架进行联邦学习。 -## 1. 逻辑架构 +## 1. Pipeline -- Pipeline构造应用层互联互通 -- DSL IR定义统一作业配置标准 -- FATE Flow调度抽象API -- 算法容器化调度 -- 多适配器模式 +![pipeline](./images/open_flow/pipeline.png) +pipeline构建FATE的互联互通统一客户端,产生基于FATE 2.0协议的DAG配置。pipeline并不直接调用BFIA协议API,而是调用FATE协议API,在FATE Flow内通过适配器模式转化为BFIA协议运行。 + + +### 1.1 FATE算法 +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import CoordinatedLR, PSI +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +guest = "JG0100001100000010" +host = "JG0100001100000010" +arbiter = "JG0100001100000010" +pipeline = FateFlowPipeline().set_parties(guest=guest, host=host, arbiter=arbiter) +pipeline.set_site_role("guest") +pipeline.set_site_party_id(guest) + +psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) +lr_0 = CoordinatedLR("lr_0", + epochs=10, + batch_size=300, + optimizer={"method": "SGD", "optimizer_params": {"lr": 0.1}, "penalty": "l2", "alpha": 0.001}, + init_param={"fit_intercept": True, "method": "zeros"}, + train_data=psi_0.outputs["output_data"], + learning_rate_scheduler={"method": "linear", "scheduler_params": {"start_factor": 0.7, + "total_iters": 100}}) + +pipeline.add_tasks([psi_0, lr_0]) + +pipeline.protocol_kind = "bfia" +pipeline.conf.set( +"extra", +dict(initiator={'party_id': guest, 'role': 'guest'}) +) +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.2 银联算法 +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_lr import HeteroLR +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010", + arbiter="JG0100001100000010" +) +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_lr_0 = HeteroLR( + "hetero_logistic_regression_1", + id="id", + label="y", + batch_size=-1, + penalty="L2", + early_stop="diff", + tol=0.0001, + max_iter=2, + alpha=0.01, + optimizer="nesterov_momentum_sgd", + init_param={"init_method":"zeros"}, + learning_rate=0.15, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_lr_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.3 BFIA协议其他算法 +#### 1.3.1 pipeline适配开发 +目前pipeline适配了fate和银联算法的生成,其他的算法也可以接入pipeline。具体接入方法如下 +- 组件描述文件:需要将算法组件描述文件放在[pipeline-component-define](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/component_define) +- 组件定义:需要将算法组件描述文件放在[pipeline-component](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/components) + +## 2. 调度 +![scheduler](./images/open_flow/scheduler.png) + +### 2.1 修改配置 +- 修改[路由配置](../python/fate_flow/adapter/bfia/conf/route_table.yaml) +- 本方站点[local-site-settings](../python/fate_flow/adapter/bfia/settings.py) + - `LOCAL_SITE_ID`: 本方站点id + - `STORAGE_ADDRESS`: s3存储地址 + - `TRANSPORT`: 本方算法所使用的通信引擎地址 + - `CONTAINER_LOG_PATH`: 容器的日志磁盘挂载的本地路径 + - `CALLBACK_ADDRESS`: 调度服务的地址,供算法回调使用 + +### 2.2 注册算法 +```json +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "unionpay:2.0.0" + }, + "protocol": "bfia", + "components_description": {} +} +``` +注册配置说明: +- `name`: 提供厂商名称 +- `device`: 算法运行的模式,当前支持"docker" +- `version`: 算法版本 +- `metadata`: 镜像信息 +- `protocol`: 算法使用协议 +- `components_description`: 算法组件描述信息, 参考[BFIA算法自描述](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/3.%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82API.md#2-%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E8%87%AA%E6%8F%8F%E8%BF%B0%E6%96%87%E4%BB%B6) + +#### 2.2.1 注册FATE算法 +```shell +flow provider register -c examples/bfia/fate/register/fate_components.json +``` +- 配置参考[fate_components.json](../examples/bfia/fate/register/fate_components.json) + + +#### 2.2.2 注册银联算法 +```shell +flow provider register -c examples/bfia/unionpay/register/unionpay_components.json +``` +- 配置参考[unionpay_components.json](../examples/bfia/unionpay/register/unionpay_components.json) + +#### 2.2.3 注册其他算法 +可以按照上面配置将其他厂商的算法镜像注册到FATE Flow服务中。运行时会自动加载成容器运行此算法。 + + +## 3. 使用 +- 按照上述2.1修改配置 +- 按照上述2.2注册对应的算法 + +### 3.1 使用FATE算法镜像 +#### 3.1.1 数据上传 +##### 3.1.1.1 upload + +- 安装FATE Flow和 Flow Cli +```shell +pip install fate_flow==2.0.0 +pip install fate_client==2.0.0 +``` +- upload数据到s3存储 +```python +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + file = 'examples/data/breast_hetero_guest.csv' + namespace = "upload" + name = "guest" + + + meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) + +``` +修改上面的`s3_address`、`file`、`namespace`、 `name`、`meta`参数为实际值,参数含义如下: +```yaml +s3_address: s3存储地址 +file: 本地数据的路径 +namespace: fate的表空间名 +name: fate的表名 +meta: 数据元信息 +``` + +##### 3.1.1.2 dataframe-transformer +说明:上面的upload是将数据上传到s3存储中,fate的算法依赖dataframe格式数据集,fate提供`dataframe-transformer`组件将进行数据转化。**在BFIA协议中的数据输入参数为`dataset_id`, FATE适配这个参数的方式为`$namespace + '#' + $name`** +- 配置:[dataframe-transformer](../examples/bfia/fate/job/dataframe_transformer.yaml) +- 将配置中的`JG0100001100000010`替换成实际站点ID +- 修改`dataset_id`为`$namespace + '#' + $name`, 其中namespace和name为upload设置的参数 +```yaml +dag: + tasks: + transformer_0: + inputs: + data: + table: + data_warehouse: + dataset_id: upload#guest +``` +- 输出的数据表在dag.tasks.transformer_0.parameters参数中定义,可以修改为自定义的值 +```yaml +dag: + tasks: + transformer_0: + parameters: + name: breast_hetero_guest + namespace: experiment +``` +- 提交并`dataframe-transformer`组件: `flow job submit -c examples/bfia/fate/job/dataframe_transformer.yaml` + +#### 3.1.2 运行FATE算法组件 +可以通过cli、pipeline或者bfia的[restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A)提交作业 +- cli提交作业: + - 配置:[psi-lr](../examples/bfia/fate/job/psi_lr.yaml)、[psi-sbt](../examples/bfia/fate/job/psi_sbt.yaml) + - 命令: `flow job submit -c examples/bfia/fate/job/psi_lr.yaml` +- pipeline提交作业:[psi-lr](../examples/bfia/fate/pipeline/test_lr.py)、[psi-sbt](../examples/bfia/fate/pipeline/test_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json) + +### 3.2 使用其他厂商算法镜像 +#### 3.2.1 数据上传 +由各厂商提供各自的数据上传接口 + +#### 3.2.2 运行其他厂商算法组件(银联为例) +可以通过cli、pipeline或者bfia的[restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A)提交作业 +- cli提交作业: + - 配置:[psi-lr](../examples/bfia/unionpay/job/psi_lr.yaml)、[psi-sbt](../examples/bfia/unionpay/job/psi_sbt.yaml) + - 命令: `flow job submit -c examples/bfia/unionpay/job/psi_lr.yaml` +- pipeline提交作业:[psi-lr](../examples/bfia/unionpay/pipeline/test_unionpay_lr.py)、[psi-sbt](../examples/bfia/unionpay/pipeline/test_unionpay_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json) diff --git a/doc/data_access.md b/doc/data_access.md index 3e12f67df..d85c9d9ce 100644 --- a/doc/data_access.md +++ b/doc/data_access.md @@ -118,5 +118,3 @@ You can use delete cli to clean data tables that already exist in FATE. ```shell flow table delete --namespace experiment --name breast_hetero_guest ``` - -This covers the translation of the document into English. \ No newline at end of file diff --git a/doc/images/open_flow/pipeline.png b/doc/images/open_flow/pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..5da551232b9de5457b4762edd2e66e64d0a11346 GIT binary patch literal 121998 zcmd?R2UJtrx-c4#d)pAutx^PnZcsp_C@7tvxJ5*o1(YfR0@8aYxD`;U0*ZyA8wCaF z(wl-I0s=}85Rd?(kN}|u5|TI9T8YPf&i%)I@BR1Q@&54~!@eQoY7 zySJcFC~lq8C(of!Ty`kbFN>QtfGcU<4+l`FFqF>8;}`rb$wYeD{fp07)cNETtJQtl zqe`!h2+t&2b$5qvy&b#3`qb?x0m)3sKb!xksKB*I=}tLa5An*9&})4^z~2&n>5;MJ zne)**DW2bi#dxzi=Y3@SkF}@G6P9sT=^uNYVwMdFUb!^{p&LgVBbzY0!10`aF$4^5 znDYbtefvSsZv8)h$J{hJ_Rn8$l?47fZ)(OZkp--(%u-!UhTl)}J{d~G4aeWPz&MK8 zhQsLNcff$e{E0vmW1{v|__e>L$|dSUpO++~yytf=GFW7XD6Ff196N-!Wu( z#h$vvpx>?}4P(1@vC{VOK${FT#uTjse|aMOZ`qy=`4qJ=DD?nZ!neqOYv3OG1eR&9 zb8cf4Hk9H`&EJ(O!}M`g!`1P{XVaEXc~EDvCZn*td>f&SY_246gFkY7RDTKdMg00_ z{)S!Qq;*}FqO~vENTK6m%lyA(e%*y_l{iCfcWXsstTf!f&Tmg%g-;OnroO!T@|0L8+5IB^NWA)|Co#^X z<86jGt@Og3ym8)FqA)Y52bhOHH<1p1yKx9j*G*_NX3RTfMPqZn0W7>mrI;m`QeS0d z*`HlpT8gWnEq97JDvejnGRE-&SgXjKRVqXg?`W81?wUSVFFY&5QU#o2{LYx`*-@Z`4*8P4F(Q=8^>r6VQcItkC$8%b2w|%#3 ziUrS`1}8|)!tTkz>mqhFZlZ3hs#bR`*y|g>Rl2Se!t9PIQAss4#3lt|e#|YHWO6U% z)NbQ9j|)5lJI57p7w*$Z5U)wijw^1#+}h0=>6+us{0CUxbr|0G`o)c#v|IUP@Vvp5)#8S)#Xv_%Wo0*z{evw+a(C82(0@pT zp})&hv`m)FGso()%EAwyP&2#>;hCw}VePwk%mu95V*u;j-3tHH+aflM7(3r|2D|C> zV?IuQ|9;0xe_wtUSQQown>)=$(z@dUw#h7!2*SXOMZ(tKz;5DFWzCp!l|ebxT0IEK z50UW6wy#w_43(C+z1^dV-g_ECp^e)|%vbqio{$S+#pOIw@5;GA2}Dd zz8=$pRr~-k^|?`Lj@t*J!pK1A-lww&mG8Nqe_~byNsuE$ed+BN#jDBrH3-zA>=mB3 zEkx|_4gY{}?D&w)eAk;T*NAp5fZ$d@m}>i%@YP6c+hdI;X#xbbLR+Z|Wq`HOQf$1e zN*X$E4w0WnFNfkN4`7B)YF4eTy0ygNdvAuQ{shq-a9&(7F#)FOXnwV{YD_^+y+GCU z0HjsdV66(XuzmqRJ#IyqVklzU z{#ZjwkQe4}V{d70kXy?!NL9ns5cW2N*X^%TX&$Q1l;Er)rcc=3?);26UsMLRdk&cv-75Y$`spwQ_q|KB0WzuYNNVs*2`G?z9m2mzys00W#0 zM6gLq)aG{Mok5{~0jtM! z5>$v9$oYu0f6#Pu%Lf7@HC4Zj{-G(d6f3PZcGqub8F6-HEJj>M#3g;ML)ypD?#k)*t>t~UUQAATS|INQE%?UG~~n` zjeXd;nRh}}T8^6PEoN-$cQE6x(10OEBTI1;OPWC0p61M9oDhe255Cr=Tgzly>L zh#@O{*(-pBcs^J~iD;L|AfLa66<3zfIj6nbHi>w>WU0;&a-+L{vJ1^MZdQJ0jx=jH zHf~Jx0@^2zs6ZTIA0S>N1u0snDhk@A2X{pNFP5kb*eoBCdXN@ie%NMm1P2hP@NK zk(hs3pa&1r;bu%xP*BkF-=Q}YdD;s6jmXy138x14MplanE*qOE&AcStm^pNa$soUI zvhkU%yxN_Wkl&57N_h-X{@+Q}^@wSYue9w`y%1S9V?hymAYF!Xt0x?$+@AxzMj!toyYC`GH8<;I8B zPR=csUnAau1*v1&m<2qYq$=a*(BQ@-sud8r(L}%)KRQ%c>ON$Is~J{l)vV%@R-Z2) zn`f2ed__b8A)E-pBu$^NYrwXTPCe-jIVQO5`&Tia@Od>4R>#;Hcdr$;IJ11}>#w-% zc>~E~mPa!Dzuucqkng{6=rPuNPPuL|CtbI#B*;gL+MwEgpeOgC0+8y__OnBb^HxavG`^z?7VB|Aowq}lgb|s8q*OHf{KaMm`y5}sVr19>v zKh>Ymi7_UJdbrFnwY1b{K5GjbGbk@s@#B}uZ>TYa)dPF^6TDcZ%;#g~B~~R7=w{u7 zt~SK-A(lh%^eI%;YR6{){RQr$%|o73f=w%mmY2+eSx>S`w0lPOPtgu*`2gxf4?EY% z1+?9t2tA@~<}&@d35T(~oUSH=pWHw;&?r|>_M0iw*KNBPv}`?d$dZM_HI0H8=kDKF z0SE=`j^m*E+J}IqD~dZebm5$Y66e|coonfg(g!9bCC zA1!MKk#vzfjJlU2b(RtxHEwU9la_B20nmBwQSo&+b`jG(hZ%rGM_fPE8nRL5r zk@Xtbk-AZNy+ea@A^6z&=!3=~*-Cz&sW?b4oGZPrQD>~utr(R) zka~4J`&mLDpisbw?>4~@JoS$x@E{B{qyTNAE{IK(h?b3zzT-ab(73B+Z!yv{adjeM zY^8A^ZP>yxn3AoG1GT1A?T^~}8gJBNc(lI5R`YCD;EF^`bab84(UsapJ!UV~5gWtu zw+opQzPSV_98j+}(NrN*I#qEISC@-*X*6&82W~~GVeOn#V(uF*c zGjCkkP~l5j<590@pt40FT)x0S$BQ}+OkYk3K07M4H3jk(Vyh49{gt*xjZO%7<-1De zfk8p@kMipujOy*2xGx_2 z%pu8w&oUW~;*cnn+eEdQhXh%^_p$b;)q3h%n|X(8C08yrc49T^Djx84(y%nPC=H^D9=$%`92pdUu45^R; zXx!)~n#ww!Mii7`uYXzs|-||{5QwQ%_NXM{P)aKQ(5D=RnC0tu}?%4+XyvhI+Uqrl4J+Sp^ zgLG4}g+gxmXyXblJ-tRDfOT`%smAg7TQ{cN8^{u(=8vmcg?tf&{51w?ETn6(EV+j# zNY$_WIGsMMmP-T7lw#5r_TfO76)h$q`Z(nvef6ty6aCc^jkir7UCba$HC2?mg^VYy zi{C7IJ~-3)d;Ms_^5OYgybE>egPJ0BAupl0ZBAn{Fm&M82A-k@8nZCy!5jQ+yL#p8 za>ifZwKTqd*KX4tiWhfG`nxc05V4z?)Qw!9@Z6fKY(HMC=kv}++{lJ;P zerPd#=@Y#*Syp$b*CA@yp!~kF#(5Y0_Q(YMR$~F9^uRgoM7MmtS}Q2Zp9|fv(BDXU zE+~2yZI-KEFjVnusW3T3@u;$>%FOHdtcimzH8w_b50CPn)osJIrXCG=Yg6yQ#A2$6~u1Vl!qc1CGx<$(*Deeum2ud6JTA ztoVG!LS0^&U(spx`ItxDb!pwU@VrZlug07O)Uh*}=K(>Eb;WiM%&4mdV7lvFhN(8q z^_1}j;)B|&-z5_8;j4Kpb5G+0h33CoVqg}!2yLeBXOCRv4lkVJeqvu1S-|pt!8|s; z-ndm#b)k{Vsk7M4rzIH!z{qj6T}yAzM|(b81L5Bp^o}iM4w28?gEe+WG+DnvV=_(s zhiD#lRy9|BJ!?&gdfit2?&myZ@?4YFK2f+5y`IfhM78snlv@NXM>|Ceo}Y4iZCU4e zYA&?7UJ1B+KG$Qcczct5@vnRr?TQod_tjTEb&NsurU=<3=Qm`J!qwGBFbYpcV6uyZ zyti(;eKaPj;hU1iKr1O;YGE+G&7dtjqSCrzHDq-_cQIqyB;A})yIC#ttOH~x=by>C zF}yuX`+0+D$8DN`@&wU?^FxuoI|h-3js2%g3h@Gdm-!gkWTIQFn+xFyf@L3%%GoWd;wR)9-LuMW@!4D+P$!VOeXH zV~3wXQEix)^=)+e=G=-ara=WFwZ2qfvx1$)Dm=^+6rz@5i(1m18U(5s5>O0?RJA|3 z-;672IK2nWb2=g7^~`GfzMDOte4c2erciuM@*X`3Hh(q|>dg%E@*6JNqkP^(fYvx8 zHl1ZQsZHq3Q!QkD>oZq5d zhw{?s6ay1+ds6*VOenLwiM1-*G+H_s*cc}7lQAWi&75-Uc{7Y|Bo5b3Cm~sci3x4> zRy>AzNnB_2?NAQV$NIMB+`gOmZnYZN61c>byPYJV2+wS4{ z$&ive3_><^HRa>d9(6T0T3`fZ87LFgpnk&dR$Xu`Bt`s{{NKGEWURb$t(3(C-$xjy z(VNDc%eWK|;6+Uwx>qE&Dw+5>EnEp7c(76EL>-MbHx_)k{8fb-e?&KRAUR!qUqJ18 z0#p-;A1TimN=%6!SRBkA^LUmKujKr;!mQ2|doxgS>$8T3DxuSr_2nv|!2%`8Zdl-& zn+CM}h}C-nWOO=?|1JIGkhf2m_o~*2@dORPQ+5`DhZyyJeOvgtfZ%H{>tE9PeI)qe zSzpMc_I68CHQ)9GD6!c$k*&V+rDKV{Iy{_jFl4M@U+ASZ7oudiM(>@F5Y>_l4yF>; z)s!9%IO_nCL=pGA>HX71P*%TMee=y?+#gM&T5h$~eqACO%hZ7ry85h3bLI)pZ<;GK zqi0RG0@-yyDoSucf6^TAaKGUD2Q|#-=)`&Ap+N@`>{-Z&FNAqb$f#&2cQ%o3xHFcD z_QZ=S`t^*hvp;68rmno>@v-sQzx>rh+TI0@hL<#X z-9ppa>X!!61IDVyTJAb?Tgd#xShs`*4=XpV zxGpUZ=j&=@8kX+^iW`$TD$g|`a?!l(duLNwe5u?OW~Y2Ik3SYKvX}-XwlbqL4L1%9 z4vN&V49nN4X$UETph`U6Ebyzx`Zm~B$UjSW7F>(JSS{KQBFUOm4Py86pe|XmRTPVt& zMtkkariVsOmwSBCBYCvDRqYA*NG$8ZeuOMIodV^4{^PkbevGAirOs6R#_Brvs(_W! z*_9|vT9Fn{fHt+>hJSy%gpSIl|3D9+Oc*vlf(;r#qycme?K3iNynnXDJ3(=#ynR

%qE3?Wg`4c7*_9_Ic(3)(P zm#AwKlVWgi{YR{BpigC@!o)bEZ7hSmV^gp9-U(RF%f1xIOtM!94?n5L}7!8;j*W4y_XZz@;j- z$-?E%fvHmjeyqoJ&pe`&(7??vvmwDyRRH98ri|%3(NQ4xULbD^kALO*(b5G}Ph>-x zvlUG?8xO|3uB#2u_vnb>-QT|J@v(h1HPyhka0@(+d^hhEFQePGucr2ux;Ib8j8(}g z_uBQ8)$Ymud@ISVZKE@8=H(Xjcmv+*eIcKQRs$pQU1la9;Xn=TfttxT$Qz1E=5DQ_yQ*%pQ1SFF?Z6zx>Yi$_1De>uhi+00seh6WqF{^Cz)sA zca_d)%QEJ}uC+d1Dp!j6tD&{kT2o{2t?EwKt?`(MB35vy5A~~V^1flF@8n!`ro`|> zem*rL4WruSKPwb;EivYP80iQ=$c2nB&)WAniO10UDGfGeW?z~9MJc` zLOrHdq+=#1x$$C?WRQuK3i_`2(aL>U*h7MYuI1&b8RSp7R%_;SOx}~$D0JOSV~Lkm zA(W^s*K~$Id4nw)Pgz*gP1w->vlA7R)V>In_My5_jH{xBioCMlo}d-#I4VzlvN8c5Kjr>*r9uc#Go7UA|Y9(FtSnqf^Y23w)>! zc)fX4 zX=xMvRb-oVRH{(N#J`4_woipEp+2E2D9tp<`2n9SKEY#*4RUm$f^>y;A)l5W$%fKdjiF$dGh3?2eCNzw#wx*21afpE^%)ENOdJq!Q}& zz-xd6Lj9eeJ8W<%8AOj+ADO2?e@Yw-%;b*snu1mAcJ!Y0kW^iV{c=<|b8hNl(`7K| z5aGMHudWT2W_G_$lGRV1O9zXS{K|q?ikl1%d4t3lS^SrgufH_hYGe16p}x@tN`-dv zzMJGvpgEJ_54q?7u<_rr*1I=6V=Q{EmqcA{kMjl{{pJi{GqpuME&*CXL3HPQg1Dpi z&t@M1x4d==lf1P^OGx(7y_EZ)x_@Z5-7?GN4~W_}$np)>wFy;b-+`A;(qpX+v_wO$ z`9*i)s| z+YM2mLA=XA!vPG+oRdHX0T@4V2+Sn~;WEH@fgD8d&q%($z9fTe5z+(z1KnE%CUOyj zq>wk{P^UMnI|_sZ-0Yx5YeQXW&3QIPkkUX~B0t$PIP0mBK?6OtwhBl~ojv}-ZmDak zHOnlKPoG*3o%Ou!f{5Mn!oqu`OT2+SxFDWECg%RfkN@b%gOs+cOffV7W-+@RarG@^ z+m7r;W)+aBjSuXhlB;j6QZ3~F!&`p||MC$U69H{I0Fw%PQi0tL*zWq_7&1Jt-pU8+ zSdx2Uuwz^@X#R29kD-EYm{WJzePRv{5(pdF0CIZV$e0g%Fysj6 zhC2b}1Atk)6b7>k!qDsjr;}?mlmwZcAIBgZ`?uKz#hu~3R(rv7dw7u*cRaU!LjT$o z!=5xi((*Z^bM)vX$mgtHh{XR#Hw7I^Oo6%qDs{d1yOj8IIvLQtN7)(V*+4kb=8Rx~ znrP5gIRGpZ+sGbtu|HtNmK$V9W)F~?sx=db-mM_s1ZRvQ&V~&aa5jXI{7*9Yb@1>R zdr5v)7MoA(z89zCUy_rLz3YOEi6FyfTQ6u6tYbu&>M_NM)G+7-$6$&p!nO#u9`m{)H1mkvV0vh_vgeML>RbE%MsrO88xsH~n0*)?=^^`TA_GA| z-BEz6J&cj5(NUl89sgUExu*6+*@>A_s`qc?)Bq z8P`1=-K^a1tNhz0H{FO|Af7z`TxO34`;;Grrj|Y+W68EpU6VwZL|`Mp3Y9*y=HsQX zFpeP|_s6d7aZ5^1g?~-5xl#EHo_2AJp}3Y<{drNFklQna47nkkc}qYaqkcSxYsQlu(ApVdxcda_KatV``5`0 zeb&!Kuuq_U9CuP&cjX$h2l5aXq1>mqQ*vWp_dwCcs^c&T6zYdMz=R3r0}njm!6t)e zft#cuPr*Q0>BSAd_$WF+6H^JNK7lzFI};yRir5P2SpWn}&T!~~g~*j&;!}hW$LXgC zu1&xag;gW+!~?>bxl-~ZDyTr{4P+s88ZMOYgSdjoq8gcS_=Ym8XdrwP=(s|XAoSV)DPT#ZTOvdP?hdoSz`(%- zXqpZo(lOsfZUNp4ZjC%FG}i3MG1xRx-28IX-^*BOA5+u-ZK~+&Ffo@*Lb%5tKqb~a2n|xmgnKcYCr|zA+5!)Ct&)x-xQD%kLo-kL4`AxB z{0gw6Yh|_FkWU3uBu73#27d#h?G=KgQgY?JDv!oB~$rNmp;k<^lZh zr9ss$O=R|9?7H7ULE)}l@x{c45bLEPv-88ZLW~F-LFnDqc=+S7HV7eTveza#9~&4H zL}x*)e~Kg8)MTuCipcO?FiYBE_LbzJrPdLbZUDAT zP`OCl7WDFPDYBY9rX6vt&BJ$*LVZ+ebn6MM9kC^|fmgvS_DZD~v-Iv^XtYZX8Dx9= z;g-izUajrIHh$jxsfeC&>3%AqeD18;EG#pgVHSR)i>HsghlD}}p@u-Jy6P!~PkBP- z$?K>5pIfAfHa+~S+Ndfxjmn1=hM?kcrp`2N%vp_8XzAV3P-7{OJx2x8_f^Y25K%QZ zvMIk~L%&wco2f=Zx6w(pH^dCY<668d&E?=Aq#>_b^ywP^tWl zJl)6JYpsoxS8s3JVI#%3II6WPJ$e6C>dRMVxKWzxu6Po!chl2zfvWuRKD;NXd&&~K zW6r9gPlAB{C79|Hxk#Nku5HQ)`g1TEgAtRiF5PrF~$XQISW*q|x7E-uTaE zwDsI+_hB4;@(m|iCoYxmxwg26xmaMzpqCmlg5E+77Ig}7;9+GY{+bFMq~je9(c1c8 z1AWH@TzY5WPOLiKOakkS!x*bxX4LKvr1t8$u}G|RiE~tZe=A9p4!}~rs(@=hYM!y8 zfwzx5z*N!iBE?skGS>3>utPZz3FHb9TE87Qt@dHJBlUyRA)HvzXFlGpE+Q#kTOu0! z+B=7aUpaZ_jucbH2QYTVKbnOR)}^-Z(356{_U^)lj*{~2Eg*=;knv)azu6sacko8Y z0C*#0P%({k_?fugds2E;#6f0&*Gp1*aU}Fw6Kek!nEWU(|E$%h&&PY9sNPTQ!6bPqkh#mmT25Q=%J@xu)PJ$E0^2Ntw+4X3bGeU1*x~9 z!cq{#P@g?mI)6&v>eg1Ww&2OiApQ-%oiHF(yh9P6^z?AG@gWHFAW$>=i&r8Bs?QLsy4i~@1 zi?V_k9-)t|7}jq^e>wikoxR&4?~2FV|9waO>kkF}(!0x~e-DauvU4fCe=3(^eEO39 zZ~@VH&{*29%$rzrWL{ULErqvNT^O@$K2bYUF=1}+`85T<-ZExcxwoQC{X9ma0;1_o zHvVU~Bd=%~M!}v2h044Q*>Ds}@(BA#U{shC`++m;)82B9f5ATO3j6r5bL>auer(Nt^dWn% z|2L5TcYu-f`SWLEf058eHoyvZ5CZ<6g8_#J|7#I=Vd77mLc=`mishge7~Wem4U32- zks~Yr|6C}2tJnG}TRb11MASvok$qtsqE~k{*=oeT{2QBO?8}<}VCy0K^65Q@#-P}j zH&^~aIG!H_v%pY-y~mlUU6#w0P%eQ&`EbT95Cm5F~HOoUm;dMF>Q&s&MbzwUF?b-PFc>elP zeXkbjGF!KrMPpwo3FjYeYFg@idBknowZ+M9DtLJvG^g{yKCLrlCdN+$7=0B5EaL7b{KjW z1NAnTZD{uBi2Oxf9>&&f6J3^%=9g_t3!1JVGgjuQ54ifPW@^o77W12p7G%c<-0E6g zYgfM3`)w)?UYR443B^<~Xe(6jEe=6_ZWrCG30mf>9}czu{MR3Z23|}`s*2BnA>ZSb z6KO$P>TERphC}?SgZ0UP#%4vfIwNZoFV@;JJ{~5F`3{csb?s~B(V&xyopDjS!fAfT zime+W$e*5RQG2)=$Hr`rDJfl|)yxq}UCbD#Uoe-->K50AugrgKrH=k9NKr*z8+n93 z^t`@&{&twXyi;#pD|2lIi#KZz0vwiM$WV&CCfaEC&IAKE2$_0Mw#-Z&)kkFZD;Gyj zCk5;#^ix&9Y}Z&Kq2q-v*Kzl{9r_Py0gI~_t9PB4p!qqZ6RZ62@!}Pp<7bxYxnyml z`J@k2J7oqe6a7XhFj#q;f9xl0S4JmA%Wg4puaj3&dPpHwDGqrKDTl0jk5u7{0Y_3tDp zPw}C^AzG_j=y_TjHF&N`f@)KIOj-GnIv{Cy4Lw!w$uYZ$_VoC&Um>{4uW|I&@k~<9 zRb12wVMZi|@obj>cJ+G};cM#?uH~xM(RfUn-r2M7^UE_=mG`NBoJhx_F)9Z~M@I<} z+(KLEOY&M;T7(}+4rQ)P`0GLlgasVuXk+F{!pfa5l;Xg}N&m|&2AH)Z7h+{efkxVm8#iD98m%jj z*I0cyORQ`q6x)yD>2uvCR(86{GSXyz1KJbkfl_JJfH~W0m@;px_i?P(`M<~)bBuTW zgS6|Q@%xs{6+DLdnR<)juR;5AllIx_<9JJQ@v~>o>is5uPypPbi@6P5~&4BoI|!evz9C7k~{K zKHSW+yz0?w;kOIy_wL<0^0&_!xg}QEHJ_#BI+i+pq0_(&1MJy=gCY#~$`2z9*bZ#; zq4&6{-u(FFMM^uC>1ACP4D2_*Y<}0fn;W@iKHAflD7i<$IoJ_PjL{NnZJ4zy%_-eo z#Sd*69~--CI`VRruZ!>8Sd)W2vc2w4WC0RF5#Y`8rZ= zG<+ypyy_P&0sGNcI^ezc>$LY{e~rB#YQ4XAys@vujS%+-FS{rB-F{QYT%B?b4i4@Q zh44c4a`HoQy*ov!zrNplLVwqZ?{+N@b}jLEb?PbNS`wXysw-yWf_a3MxMD9|HC&rJHOubj)#}mpehYt z=(AnB&bt0P;bH*kj>HyvWW`io73oFs63}>`*xCjuVzR7NoalD}J6VfL1Jpi-qYfGqLOnhA!|*CM=glocX2Ng&n@;zMnWjq@0|nV~opEJ37(=zCNmF zT3d!JcKbV84Fyc3)?2PH0CVD!4T?d?Q!j4~;)^s9HGlX1??mE>$q@R|8jG8*aQN`& zepcy#>p^m_#z-Ch%aQQlW~3J{Tn5Vv3$PC@ zB~1OiNbm3D6?!Y(3j{_fRGhvtkzTw;UoH#HqCL{zpHBXJBSyoOVL_1qc2 zvHD^EV<-HpK@?N3u`&p3Wo}|oLpum?)T>4!gs#Ors%m|v68BYFEG zAUb&kZg3RWlHXrwqir3cA@xiNKJZ7-3_Nlu2(q|txM_f(<92d;vr~SJabIzWewvyf zrlT7OG~~YcmL5i52GP$F&~H1)o(^&WgSZo0bD2vb6i<(+0OpzW!o;G|`xVeN^`NEq zEwI&3xPz3FPIn|p(t%J&{ZhN4w(v=dI#-(l!mKI~X>!p^+Sl`{ZNv0*?l4d@>dTnC z{Kmm(N_}rA4?1MwbN%CBz)o~X10jG;DdP%?2p|{YNiRCRRcq+8BMt0O)Aom;?`ziZ zn>OD&+iKqs!A+e@W73CN*MRAlBJVJ`o!*|JyaO}TtvXYE9vrke%N@Y#+aJW5PiO7y zDKXfT(?VOF$}a|%ygt-=i88=1TQ?ag8Y=m^-5&7U5>62Aau_zfD}4sLKB zEI({%I@_u^Y}<}u1^cco_VTCA94o%_XgFknpU$U8JHZ^L4B>*-&yecu%yZK;z?w52vePFZJ}dA9zYN zGbb>t%bP+P27_j5I(x!9AI78AAJ?o-=Hv#oB+JUG$#*WOY*y)!K9S~Fzuf=E@q8&T z;5}IU(x(cuF%f;*v@LKi;U&~VmeooFKsD8W|O_HO0j z@m0T9HE?SY3Z<;D-6IW=T`qFKe&vpY4dieRRzrU9s6*PoDr|lJQO&U z>)f8EP7r0$@Xj+sHM#BWYV&8Oo`2i61OLu#@|J^2^%RtM^iEC|;?W1mof>|F9{ATw zPW)-n%PkWmTr_p=0q~o4ARF?s4!OAFAM?O&{~k(F0MW%EHU4W34w9B|Dcewx9nLh( z&H7|I&3A(*I#nntJOS7{o1alZAY3#*(T=yu$!Th8a-QnR4X^2!ct2`wad|{x(!V{J zM?__(Y~6wPgHIIQWYiK>K*(*i1OnE^{3l;Q3=uvtw^`yA5G*dmVZ#^7r3GA5vio)Iv!xdikrNEul7Z;}rxm6!l z^(9|oMEyDICyYkRsHL}4NAaWD5QR|(IO*?YbZu$NdO~4gp=0kv2Jm70zYk^GHzn-L z?M%}m2Y>zeh<0#+0%%5f`&QGM1*<9M+?hU!p`g+kC6E{Rg8Zair47A%cQZPOT-f7C zT-);5r`kYcFB$4mp&sgTq}5%iX+rlkooi$!hrXUjKB+se~|TiAtXR^ngia{&MSVEFvut$aduX9ISWEAhY*f#% ztH%xp*mS?o#{JU;_K^oTMe|qeXD^&!lj1y^tS>nws!X=n{s>R?*a`lRSl}^-jGTa3 z;r{=9K(=f5QQ_PX_3|JG+S_7enmjDxT|ahuzulK12w$80aU5xrDia#g0&R#NFnQb( z!NMvNR>=YUj#7Ob2G&7M3l4TCg{|@Fuu?zG#wjc@lxU&E)jy!^dcKL7(iZ_f4O`9g2BQRFriR*L62pEF5B<{{(&arS}@ zT!($pT9N*h!*?s6bV&|KA#LwNCpjCmG?2GxPu%b(bQb-A+*9Cq568p4L6_9cUa=L3 z^9;&##2bBTLjL?&q7Hx<+sN6IV+Kr5>?DF({L8>nPNIJ4C0jDh??-mo8MLIiBoWbn z!pigZ1Y60zWN$Mp(RVQz(&LsytSw_3pdV#AlYmPip-UNHYVxDhApD@5 z6=oDq1`XX4U*^O>Wm97KVqt-$zN_*Y+wz70g9d26?C5#Bu`+iKYb`^@m3E z&Al}rciO4K1B$30A;YI+{d+#IO#mx=m-}I6p!jyP!3k-~nA~RO*LkqHZDuhL>6Y{T z&bj&I`|~MFBVVR-IRfX8eyv-81CjD(%GJm>R2{LQKl)R(;cqK@9SQP(5I6+kL?j>2 zpw0ZYysr9#P;@OUu|4I9(>0I38Q{=$6nl; zRf*5@A|g72dMVGQ!;3fR55VYcXs&u64-0V*Dr}iDG!?cii|hw+eKEqVHa12{J)yt* zZu&P}>*yCFZ*z!7$_fq~LhJOecV?fZ#|hPRl=fDszvV;9x}Ox-FeP}ah?udRZ6cfT zr}-lL*tdT)@{2}BM&b^avITiRCwg&qcIJc&HXLX6Z?5_dcsA#_FO8!HoY=?k4oIeq zZ;6C%;GD*G`)^Y?5dz!Zp}zjulzrz%)U3b>Gn6@|Q;H)4oC=m6`_2{pe{~vOKjI9I z%P%wp@}b)6z+Bvo!^w7ndqeDIm* z48%=UV@#I6YY8H1CuJwe=%8*FE-Nv4@rC@}ihR|Lee=pD_DmM?TMHTbWZx8Ee-;|~`M-Z;qce-SX5-ZQ_-JJH zuUvd@vg>HkbppCnk1i|fqS63vrb%l%d{!cR#82z@xGi+4I8nNEoRYn%@aHq<%%Wx@ zGY-|-$Nxp6<0WC|D8T;oZXrqOK#wtX{!^~fr6+kxkHP;h=a)$nu1UE3(PxsiJ&%XV z-{Xz2xZY7`{yGWXKd9=b60I1!dCmuO^O!NvLi?e!9pvE&v@6E<#nKeEWb?$49=;kT zU2(i1_Do47`(RwkRgVkZxwOMaU(h_3&NGCU%ozP26~an?hN}QK+@PR}%Wo;b^|nez z=g%AUig(B7Fc=r>^l#Q~$hLy)OBewe@fSWfPWzolhUcQk`@?4KHV;YjGsePPdM3iG zv;3$}>9nA4a=78TNNFZR?kv@w?`Q_iC(V&sJ$gvpa?uB>w7E+n{IyBmaB?l~aPw$~ z|L<{kv%6mj9bBA$sCOvt$~9AASMKwS-E9h}ry`_wRKrfJ%%eP-{AX`mI!@tIce~wc z;38e+wpFqJ(DiW-hzz612N7fb*sXI`G3Inxmi0;HY=Jvg%xuY_fGkPocM4|dYj4&< z&nkCFi7%n(nJMk_io8r{nzuvLXtvSLjh3Sac#;|gQC`}?yrMqT$u7FDTbQxL99mFdW-}a9U4SPiG7!y*IlEio{XH$^>pEHq&n{~B9lgmTb&w|^aG^CT9sN@2c6Lsn58i_h ze`WMgC{{ONe;Ey}F-e-yZs61YAn)?~^K`SR$F6D?eArA!>+ZrOZ!L=F^N`tjmDq(q z-TaYB<&J#FtZzj=aw%ZCyY9X9$=%9Z)nlaa2P34en|VC!&QY44%u?Dm)%{DprFff7v`c(1>AZ>TbqLXxQytyt(JyLJO%0{ES%&Uoejj^E zn@AO0y9~t;4#?*Puk7)7Dwn}Bn^8zRauOQl_P(86^{4OZObt`*{93U={wO41$m?-W z-8}B9&+ZzHfj`>a>gh8|Zre5MBybJV)-_~sef6A(*r7`Wdxq3%6g*!Fo`l}U>2ThO zC!~J%S&e>v!y5j|DDs8fE2iJ0`sC5JSw>o|s1wlP`=9lD_!_Rs8xi5L0hkS%23oPa zK%Jat;dg%$jdx#@Wqf0#VV49a+fRX$HAj*0a`o14TL^h^&|3tKJbd|&QzQB=c3b;a zL-id8MVJjwbG#SJJl#K)`3*Hia6>05BxhS5RgKGU!ANi~@S6Y`3u{ECe8H#32_CmT z-9KImmOYQSP;=dvA#b$XRtQEHdCfsHQ{{s`YcLrbs48?AM%6s8S1#xaMjjH@Smccv z+h&jB*|Hnpm%MhH`aA^hxn$k*Eqe!30{PzQ+nwvJ_6_WTUtVaK^2L$o+6}n)4!vaT zh5VU=7!3TEr;~fC@^ftK=Jk&mLvNit-*3!QJc_Dvg}?Ru26^kv-O%T*I^|*!cMWV{aaoWZM3XH%~J)Gi@`| zVw2mnYo=CeE~vCjnwpuKQn^*8W^S2^3xYMRqlsm1X-MUkl9=F%3N?k~O1UEDM2^=H& zEng6xyiyqqKBVd;$-0s*9C`5=%p5uhk+Hw)uatJCO&>7>qV||-<5LOgLO|%o@1ak0 zRe@J+RzFvF2HJOps)e+|lZ$BDubS|EJ^ghsq6J!pirX&MQp-}kj1DPxy1)8M-el3; z7o7)GGpqYm8t=?*@9lM?I&3%PW_9(v^!Vm2h@3D2mA-&HxmbRF(4 zM=55Z*!xA5XkOflXi~O5e1J5xD-nxRkS#i(b@Z!%z?og(CCIeJLFrbgAo(p_M9XnE z+kWtw12Cm+Ip9EdM(V3324`1ITw)FTAjf9;kZ-s+o$zr%$#r3W`Bf!5ZJTzRzQnSl z*dt?yA(}qcRDzYqH;3FvEreRfbE*bKGy-gBRe1|MqClxk-mO+j#JfYC*v0b=eBA6T z(L|JutRyS@*dBW=KB##?Z){|tL9$NOfM5Oc9q3V4_2W9HRW)_aBZ26eVYU;1GWw|c<2T?UA-DtdYTHPX{-5$|u zupmsAAA#=0_)0dvAsrMb_lJ6FHkFJl=sCxBD=9Xs+NfXi!iuqe@Vdv!*L5WbcBuwt zzf(!pyM5gUC28ST2^XNAsg8H0URA-(Ixtzw3uwt(Rqa|ypeQQ={5AR8)r(`TpFpR4 zJ>iEQrNH#7tj?KyzD}M0F{My!dJav1@-Kq_>$qe6Uu;>+Z-2A6t*wN4BUR^Xg=&U> z#Zk(>DloGS>?OGx$feIh0F<_UT&~*6ks%$~)bR?+ueRTv*|9q_e$&co~f(R-O_NS;#!;BRI6-HGW) zWJd3xGd~0)tji{Rjr%k5-@BtlrcikK>L*n<{DvkQ7St@A{ifqoMeno9-jLz3h+?zv z$BSazzF?B@L5|18L2ih6%}7Fg2wjvM>gIFXduOUKxkOZ_5*O9`FlfJi z;KJEhXF(cA)@`mbj=#RLa#h9lVpO;EJ;)#=Zc@~*0S+D7 zDr)@m7_MGfclNDLV5+^yuKQKgtk(MFkBN!;jy7^nE4G=33;W+czqdKV_)oXx4uO$4 zjJ~%CxCSG;b!ZPT9b+hjiw8kbphERukLo^{Uc7qQw!r-*Skq3py01e7+3XFL7mR4j z=xQuc+0sP`JObFy(WU!|i^k=`yX6J72#xcM1+A3K{2i*!m#-r43&`QJi<{EX{epmC z>>o&5Hk!$CeQVpuDI+gR1qOTjsveYKeby>m3dqfYujsBO%L`W8g{UqI_^No`=y-GlyKDM3vbU`oOrTbn zsQWQtLwCUEcgb(wov58_`8Bow#B6S+VmD;C7Kgl7+;OhTXO+a=^h7YyZ917jHY{y3 z;S2CBf<>zY^INe%#pb9*HU|S}vXg<8nqrEPc1EL|HV=}s#BHExG_k z8bsy4mn7h0_p4usrZOeM7A&r!V?A^?L*-_b_%Gh40BM@rl#vr%Zlr?uk~{|f?J`z` zKsqxqTX+pw@0gmsXpt6`CA9d%4}sq1jn(C7H7)zPc73nyY}xhv!bR>{JZ~Uuf)neP zvxuoyGI?;zB;B>w)5Ef6f;1#cvCiNSYkT3AGbi>pE8cy$9l&tB)Ghr%^mA%nq(f5*yi37iElW@pxTM^#w*?=ybBI$IqwN7i+l>7V4rj4NRDq32e~7&hc41-h=G# zIM0LP9`E+3IAaUojMYcLT4Jq`-QBF1=%zn9Nj&4~I9_`tt9Sa1FSZGr^Ra|!m0ZCa zOEvD*0Ste%O9v%k$I#cadJ85|uhdawUz6zm@X>4`m}5Af;>U2jBKVOt z9AVm=(eZ zSbt@tTqaSY#YWkR^LFA#R#tKAWw}G_HCCSUU;f;g6m1$N7}&rpWsSZ{&-C-@gk>1C zfg|krzHV+Fu)0a<|HpFQfjyV84JbOYxqR!(edp+zOzXOuFBMK|ll-=p&@w$u4egzs)GIDfGR=B%#Sb~KP0g02*mpa>(2Yt{$>`#EkR%|Zn-GCV15cShY@kIT!Uvm* zF7P<#`pFWaFg)^e9pAyHnYus4Cn^d&1&rh?763Z@yPW~N*_iGu*-u%=r=#JE=I3wK(fbXC*N%@3r%Yno>M3Bc9;V>b}Wle zP#Ku7RvJ>(#0_9DVcI#rdM}>9Lt17CZJ4zu`cVM`6+M|Dto{71`csmcpATNMng|47 zs)Wha@o?$f#pSA0@V{_>GGRoA{cPf0MZlOB>$hl)0z!zPwcz9V>D28w!kz_5wD9mtk;*>63(Gv(${%=6&obEC0*R)>R#3R>-ZkF>OBoG^AI1LMK~q+_Bd?`=ao0TG=-dUS$JUf{@gMFu`l>hnR2cq;2P0rcKu|w4zQT7rYCe zNE}QDyQ1>vXWS40(&CK9mzf4>2CO)HKmtt)J!`$mwpMeJo92XvKnE-ql z1|?{AV#wCX+GMx}=)0!&oVb~Z7IFkO->VL`lsyx3J%jk%>Or`~uqu?Gxm)VG$!+1Y zcqb_W83N9X?P$8jvJqQwZ2{<#Ogzmt@OLeyt8nlE*nnpIxJk8Lhi6zb${6h6-Nk>J z$;S83z%>HsD8}8}6~)Hh#}WQmezF|HXm9V%;>mB1eWEEwufG;dl|R?`^5gr?bZZ(s zAuvcHp63SS>MJCQX}V~2yr;P8`WPz{XIL3ZPn_@D%m(VPy?2Xs&mOA>HUgO>AjPeB z4L;_|=WCIal32?yuZ6j;PI@szE0dFuMVuXo#W|zmpHoJ>8RD$kcb=H>RAVpK!8|C8 zV6*6jK>7`9W76ymnah`v?>aWlz`bMk!lEm?9WpLR2^q^8l`i2G|wS zDGWI9@^a%hnBfeMAO*_bynS@g(a z?9?n|dt~A5`J&*sZLoz`NRhzvzU5%RNzI6l_vucunH9^#7=dpJqxEJpUpv7oHT%Rg z`hUs%#dUeYYVESABq7F6dmg^9 zQ&#C+z`p{_N~F!-fm0mO`dk`Dgl0wL5Ge$N;pxj~kORl!_=12qjQ6O8;&WaSq20Ww zMp8eS*vU`WUDrS)JDHUm-NB~d=Q4NVo3UkjUddKyV&~hs-U#Z4KURR(NB(V+X45I2 z@oobcw%xZdqL7hX-J4GJ7ERBsSZ0ENJEZ`o`H(KsE{@6BX7Xf2Hl>iuc-qQ)kCrX^ zp{n!P+pG{WQkcsMIre$|f?K75#vajb!!-7n1IXahajWTrres-HI`KywF;SDb_vonm z^Uo`TiXNf3iuUf@&Qlgz+78+d@!k#D@Gx&A)-}b-02aD~6D=rU)z(D`oo&}INLtA( zbIjxjc1TPh<|4CliO;m)VKiPQzqR%TkdFYaY6hY>4?;w_Z&6J|uizOBWX`}#Kn5V+s*`sdU zB2_Gh^-upkIqw|sK~W#y2YdFH0yy#c@86^W9=W1e`jBxpHU&yB2x~~8yk2hz+?7u^ z<|MK~V~@e<3LRKLbq9K=_B;gHa(R=H+lP(Elcl3QcG`-gNUU=*35E9N@#IW`Ps=#G zV5xSeZ|7YyzE+~=Ivz24Q_Y`ovTn9)!9x8?raY9=113HAUzg$>kJA@}%HMScjFkZFGIW&1Q?HM@H!Pq?GU0C2fXc^aG0jcYGaE~`4)j4DXD?wFgP_^F>Vd1Evy?KA*zbf68}yq)9SWXcX!x8im=oMpSQF(Kuw;Q3fCnhpT^jEqsI=@n zh%7?OV23AS24ihC?rX}fGqjjk4@iLmXfu83Gk~tyr>4>UN-)1TX;S5$WQ$QP#t6;h z(;%i=IZ{LJ=Z3`mox%{Z@f`Pz&?J729mj^%n;Y$o6h1D{Gi6K`cHA-3@<32Zko94d zIHV;ps1B(HXHUeBU2W*qkOxrS3-qc$igw9m%Jw z1@IjqL#4|=%bwgO`*s|#$_?uP*F|+rm54f37EX1Y+Pf{oIl_5M~y%U&I=>V#T^9Ia$<3pg4V&(>`pUcBaWwN-`-y z(a|I9I|!43@`%a8#D=ir=Hs`WEFWsRVvc`u>E?$4PvK8DE?=c_{#Ef1uD^bt&5r9H z8)0@^N6vg;$w%U3ACg&US4f!-C|W|;WOnmVt^b*7X9-)~)Q_>cD;JF;oPkK(X9=Sg z8uukj$N0VrVlvZD8Y?Uz6lrvZq~Vq|isP?KDov{W_>LUp`y)7Ziq*(7VO3Y~T@o++ zdWH>0{HT~h%lc9(>y<_gXHFn#T@9I@9kp^Oq`_{60QO{Cet0q|4C3H`67H+Gk!&U|lS7*<7XiTH z5yD%KxFDScrUiecwFcmmK1%86lDNsJ-e|13ILnvBb|GvqY;QL$p;#5g3>;`EuQo#~ z7^H~83_QjL8PCxH;Q>o6)24!-k<+ta+#IC(fZqg`{BMZ-nZ@(F)sDS9gcoj=!>B!v zhYyLhu1lzlocr#3miuO+Ch3fR=k&v<6_0f=~9B8s8Y(-#U&g_|#?8iz$d`U89AvtSc4bwb8p_ z{9|)-4N^ZomYG*3852FyOMcIbZ8oqR>ztLxO%1Iw_2(aLkbh|u_FZpK*aR%m6h%ze z&c3Z@uP5-CIf(fy0mmO9y26&2|QX48Fl(j+#`-@29anztmuqycMaU#AWqbyVCR;PLA=d)CK*7K z=_y`BAds}Vd%1Qq7S{!0x0L{2sm2(6 z4I3UchpwqKZU&I#pl!NdyQQ9bI+iqCgb)8x-eCqC^v<}&5!bd=>~!~ffP-fccj0n9 zD2bE6JME~=o{C(`Aw>#-i_oGKP3h=<$*XmNJVs$(7YNDaXy(|zo-y8yWfb|0M)`?O z&TZ^uWKC1CjW9~1g&^BU`vTyY z_;A6~Be-uQr}1V_%s#!{O7^96$By-&a~Do-8fM7ywdN)=$>2=Qnz7XmE^AAuOqG@U zYV6XK(~$Fmvz(EeavPlmH;d4eJ`j14j9$-J_7|~3V=ghs@ELL?XbyyZD^!4Yi-kyOBO?U}p;3YBL z-t`|Eh1T*koBqJFIO5A(;#oP@kd}(8BSuyVF}J6#BN1~B|L`K-L%&#B&5#w?%$?DS z5b*DhM5O#bwjcq{dy`E;iy|^=G!$`ZyeM+}NQ{Y~+BCEot0$Y+Edn8iEX8C&X{WbI z+`W#OYNK0&WJA<*x0p;&dwF$<-R}oaQc=F5cUy-d-A26;VaGXC&~!yR2V^S&^@$}6 zABmG=VPqLIe=5AN_uSm0BE9Eob;y8}bbACFE7dGCzLhYUiy|`wJ%J3l8xq@QZq9x90$GqP44!KPQDNEHajzyc()wti z#v`Jq{5GzRG|9}5B+hKSo<`iS#e7&PZ5#U2tv50kRlo2XE@EgW3?XW7hdTz|n+MSX zJT9z{VwGv!YCYY@Bk`8&dYwjt@WLufO2WiTzIm=*C27LSxQWi!3hM1m+l5zwtUZ&>5$(9R0V0QP11k2sCx*Z@LH`uz5GgK* zEGtw5$y!+Dc_RR*8-lp$d+7-?uVEBOrqki@xl_&no8ZE-FaYlg#dBlB-PITPqpV!C z(ou-Fs!RSrC@2ftR9?h*I6m6v6u2AbttJllKQl*p!+4glY?P3>TcDvP^5|vleAGAF zvP9JIYqxlSGjZ>~4AzYsNS-$kX4tY`HEzOG z`H*z$#;s0>xfmY59)X7scR|6dwsxb7fj=pvYb;O2^QcjDpzAtkYdRAO%Xlexbm+&W zQ^!$UVLZ{$tKu2|84cedCr?HP^^On0aCCm|Q{F$=Z*R5?y8{Z!_S@FZPy9$R0CsysK`JpX8I zmkbuY9*P%BMnT~E|Go-$O~0Z9Y_;?f6exe)3PlVUfo}k6s2P6AuZ^4jJjD!r{)jkk z`MI0H4+cPVVg9o(9fX=rLg79f;TWTrcY8IwzVC{B)hycNG?I3 z;cE<%rK$b@I};Ob+^QpkP=&K3M9nKrb7%2sFn|3&5@Jx=qw)QoJfR^TjojbtJ$WQA z7zCj6g5fzwFU6^ZX)$-U<(8A`qmgbxvu5vx3wFpy`Tl+YhU(Mt5kUB^ep2O~H|&j1 zHO4}wi0hMkD#~%cJ7s*5AHcA?073!|YM34By9=QB1hkyDs(mUe z#TG9p&M8x;*_p{(K8+d!a;uX(%F)w?x1 z3EI};3qYSQUk!Uc!@=TM;?z$V z{VUd7%;o%;4Ny*`FAqCX@1z8y$VDQnnDc9%8iGqi8*^ap zu%N&KN(-v$lfLF}l@A1<*%$;q|5Lh@YlF%}mva%#_xCvptLAHC%5=1{FyH@`TDj_3=#s|FSa&o-GTmn8wRKp^k|E zg1I`-dP*lS0-w}0z>qIJfxd?rn%S1I+e}~GFRVdaC^QRv^sie@-sG3Lb>zxrv{YIY zM(<4M6il^*iHt=zI#+L4u>JGYT;>ixK|)`sZ}+P>kEKf*^%R3_!VKAd{^56z$2w5w zX9Ldgc7nSj6ew~`-HtNg#oR}8#!msiAFLGArcFltnQyaLOR$e`%eszz(Xtsydp+9q z+u@KvqPyH-*#mEle#f}*J!XP$9_V7qu%sDkcbHfn`)){dj&DAW4_Y+1t_VXKLCZmY|A3-3-~ zOI!5(G7;^^yK#B!*yf0I{+|d=DDMRfGvKI?8A#nho@rnc%rv?$CgDZ3C*!>Y@6>2J zqTCX+^b&R?@gEYW&X{y9%Z8+=rbMwj>KWGuL-P#~_lH!gNxiSwg%6waHvofCSOXH} zNjniGkxu@pM>ej=3qUg-Z z!VPdAfU)MB;>1x_0=mf6&Ymt!qzuV?c2n_SkZ{5#P(OeF;GneRaLCnKVC*3R3`9N~ z^ubIFd>YDT4kJ)lDA{lx#C6uuK^;ZJR402)*lu?qHDVA#w#fS&BYPodtT060DuWX7 zkbg;^=Hu~Jz0%bh4{{IB_nn6%9?DGmr8xJ31Z*y60c0Rsu$^5lS0!H?~*-hrN3&wMtQTdPMC{Uql*c)QuSoUd}IEMxmMLorKX=assOpcM~!DdZM?0ESy<&7ul??<=%zTR zlQ5H=MV!g*9(Xn%2cqz;>npC+Ds8sCNOxG)0xB*^Y+E;q%k(i&F({?Ng#+ohY7cFT z`7c5ZkQ(lK$r~p@uJZY&KLiWHjAc!N8Ah3RI;SU0VBa42Q3HSYG^ZA(4T=SP!=$$;zgkaJQO-!oYDLPWo=8~kS$B@sR>(!D>+;-#gt?5L+F4jt4#=IPeJ#QTgD%~16ySgK+QM$V>h>$hnQLeAB`_GB=P5EGV6_UN3P0Gn+ndZL~YNoi~|l z2ageog#$*VmI0LPU{FQ&>8p)gYt@_^dJlK&boaqyb9_wW88PPipij0QeX}o({{Ev* z;?j2K4YbVe_My@91N7dRJ#^8lbBUs*sf`}9XbtXz=DXx;c2F6iXEG{HUZ)AWO*w=V z;)?K1T6x46+NB&CfT{7q1aJ8nWwwag5cj#o#~=g!X-e1|&|$t4vk!ILj~(WX)5PC; zDXzH$3-xl1|NF&jlC0np6u^XPSkQ6PJ-3!qa?9{o^NF`ZAl%o|&JGiZdFHP0_@Soj zjC^r;eS?R8KtqOPKK@R@Xlr_sI#+kR9(v1 z@3%#1c&Dxl%`kQgR$6Nvd@GIf34@06=&k$hfJGa`l4tr-^A#f|@AkJZ+i?@<>2Nnq zzm&LBvmnG`f$+t`ecc=oYR9jC0GTTHdB}Bq(qbrDiR6X*fxPxU)FVovdJ87Hb1Mto z>`mjfQCuQ2IO{wts#1R}~NHF&Aw1v;UIKAiuC`8eVuq-@7^BEODi1Oni&e;(P z5)Z8KzkeaDCdhvE?M?PoHnSKLM=*-#iZz#)km->1*u>TWDdM52S?v}Kv83nMQz8}u z#f8i{%(`--l{~=<>W8AuXhK2w6cos4Mk{MvGIyUz)AT@WnlB`%sf7v02BgJ7#5U}o z1?R>=w7@a8H53tlyx>Fle2q)kAleBTyh|(7y1Fwtf?yRl>^5tD$Rn&?x6WtxstiM` zFR{mbtJ-?KxV2l5bDoBx3C|84xOIDl=1kvEtc#!=*mi!!bty$FC)5o6_ueol;f9e< zK_M@ESqe33VNU4T-Lalpm)z9JuV?!hs7hn-cEe}GH4v=KeAXg7_ZzZdg}-yrPku(Y zF7(bDi3x802`V+eO`0MHa1OA|)U))JW+N(1GfcfuKpdAfLh-GW4u?50_>-G{W%$-b zF**uZa)Nw#IlQmdBHBVC(vEpC$>r@Wk6bTmzf-es$HKH;nLmThnEkNU$)8y!Y)>+5 zAAbN<5|Dgd11+^v936kHp_Nz9Kmkj}v0f2U*s4_)OgSiV^qDy%4r5y8aLS&ukHXQ% zgBY_7{gp77(=K$#@wqRyBp<`k{VvC+=j78MeJ1jBv>Ytrc7W93LvK^7vQy~4BRWP) z!~yur=l4(GJFfK}p!|Za_t~YmdE=o!@M4-4y_jQNI#TCWYC`JxC=L%*{sb-n|rxcdkQ5Ynl}~3qeFbm0Q%&D{3&T^I=`rGilR>=8n|tER|2v^5!lHwTeX8I%@3yXLXTEOw<>@q{`IM1Og@?fjAPW7ORpekcz#w8aDjo4^<0y^VJKsp-{H^P z!v)*}*`|(PYyJ5OSEUWL_EVNgP>C%}YgDt`S|;WtofqY>!i$Z2uqh8lJY!?urkJ94 zvv^u&e6g)I4rCGXhK&2L%)J@ZP%*XplV`3(dOvbh0w$E+THQH zgQzjiNYCBL`3uv;FnRHZbB!&dM+zaV=(AV zF4pO=C{oeRm~I?wmv`)e%g@ZkH_Fl=FOJ19>jYk!36##;I8c`m6E-B1Er{?Q>=v4w za^}Q5Wt2&mUa$RS<$2J|+i4TM78I$7%O=b1Pe)zkgq+p9t>4%OI4k>OhtJXHtG5ys zcp5Lwlva26?~5lz`U~g-$sc6Soo!=0do(8uL@g#UJO z1LNZL4Yo12OU&+CrdiE!!Ch6^RRknwKWUuP5ZG_vg{GeZ-*|)f@+Z%bJM!JFxidy* zJRINXz_2Hqn-3zZ??=s5j;NU?lSi@8?Myq$4ZWg0B)8XJ4YyzTB|n}C#R{8kteVFI z;$fZ2>R|EQ__S#v1Ye;#7(Oq7COL!2J+VpLC@Zu;Y*lowe`)JQ*>@$r{$w@bbP+Jj zro;B{0cwjv1Rn==5a*kD1$sFQUzfn=ns^Vdz-Qdi5~iPE7e_>s#32_bRh-BO@T-HT zh-{f;$vYW9k%iD=r_*=_b5nl_vq)3%+}OE?^8;2Rl1^{9_Mj8cS{LJ_>G1 zLqU4S&{OJyxhbKzH`oy}DzW<`0f8V%}%>d5x84<~7#1%v0m+i^@^q|irhV_?dCpy9lN<4fY4nS^fuY$FzJ5xQ2oF?@)G-~= z6*`e#5r9t9wAC#Ry&mifHJX`}PpPdZ9BxWGw_im(H*+(4I(ykzC0j8sT1F^vzP#y0 zAz`YKJtu&w!Bb2wLInadEo(4)V9~o*As{cOE}0>}ki4Yeo0xiL zHy9-TMWQTgK(R{Iyt8m+01|d%U$%5GT(#I^KYoHTH{#YxpC(KLzQcS$KC3ptH~FKP zaR;JogITkI?OjKOHvXD_R@0I?jrp!s@jHsmelJn~xqJO>N1ldrW#vq*8!EBvJKYUF zMm!y=D1|a3Yd1@z@dLqaKoPqzXx^yqdLPE?bxh7!<$AnKrv!6X9GlK8wcIgi>V~0G zIJ7?z?{mAIksLRr_3*hH=~-U}MAaC9`k?tb`0P9s-~zSXGN@sOyuG@l@i>e zho_9a4Z@rdYAMy31$utb>U9i^yqSRG*73|s(#z7P&LmeClpqWjrX`3(sDK|0zyjf z5@r-T+uX&Kr#H|{UBsw;>$z$+r{kY{a|vQzc78K6pqh!8-Ak7_MlbA0CIc+zyxrzOQw$63-vQ7{hk10ocW1X~kIXg&4g`0%mvbD&dFt2*GHSdJ zgn$C1$xxNL5K}z0Q6LFLP@u|Ha)g@$$V;Eh2|d{WiSDEBLUl=z9+@F~16dT7+yyG6 zSgqwM%{FkTc1uYHJwBbF=wtLt!*2ANG^t?!g@s1+=p`l%s$)<$sChiukmJo4paMZ} zOd@Ef(1*e(I)i;VoUk-d`uUm~eY9g6DC9o|;%Z%@pXxMLJI);l}J&o@xmXq<^2Sc(Mv!oO+DeB;SR{zwXJ7(1=)nJ%k z(#zk<0iJa)gGJuoj72mN)h`q+9NQ|K==IWs0H34bDsm_7`;>$)U*J98fZ+y!+;qK} zM)vaJ(D`@}Li1;6mJHTJgh=9->8>K9l0lFJstcg{1!m!hg_QA+O_ zR-+#AEmSybWie=)PF(G+rM(ZRZ-Y2JYXmVtl`YT**P-^2kJDcp2b8>DvCVmj zUdVhMgkXT?X%`Qp)@6-K*C}x^$s-_eP$c{{m%w^<$SD{R%1{vzR}CC|`$5@=>m&4E zf3iZ#jkjPXUY5hhu1t?(Y&xJa5lHF{6MMOD$Ke+R&2Po?-5uSjvfAe8qNNPFtOx>n zuh?~~9(R@%F(WpW>Vy1dJFn6AJdSV(;k^cwq`k!!XHcyJEv<&lqhm`8EVN}y5VwhS zzaS~ik+CSsrs+roMXPWobHn%y!DQ;$=W23|M z?bo-Nl$uqIx@(L~?^-RVtfw*hPt899CTJj~WM&$^j^0~n<1_y#g)kGhDSu{@cEtj| zp-!Cflrkw_U=CDzUXa&Ew}yGPPw!l7V?40&{tq8a@0~kv=(lBCfBj?A55Il;{gxl^ z2YlPKWY=%DCw@Qi@zqvy%kO^u_WX$hzyBV)=Z{~s)?fCar3;bLXhakO`a#g(K@C0T zMRABId?zQWqz>NT!DVFMR9G3yqe)ZT!Gf}c3lAC$UWcwFd8Sm4*7y#GN0O~>g&x)Q zV5WvFT&=p-ChUXKeNis0t5K=-EUn8w9U`r_XD#U%8uz%wVSMIk2eAisHk1d}R26et zHLM3<2_awB#9@pkFEiYY6h+b)-={Y=klCg=>@X@zUHwSA&yOEot!(nBma+Bnx>^T@ zj=o*lQ*if=&WnU9|B%aZwZFu89$qMozIc%4c};=B!E&4sG|!FNCa)`>MY>;k_~A_0 z;dZ7bc|j0Rzt?UyhTi;i@{EPVba3P5;czsI{L8>9?%%&mGtHekFTm58!`kPfVEy){4B;rE2@hbaEX zj4ynl)|C3_xT2riuXh~|MKU~$|a_-0|y!Fv=GI_OS-5Yi8MG48ddD%VNG|~^7 zlkJQ5Rq3B~e*BMn`@Q;~ry1PZaU|1a^q?r|zNOsMDT!+3c8J@kS0M5|Kqg6lK*KZq z&iRfB+FV+RC|x#gJ9`7^=6vu9)J^Tq6Y3wZ3;N3w*4<6*c< zQ;N{)$8YE7Dg>V@j2tR-+!P7|?wk5UE-QQ4*^@7q-t6RM^t`U0n^`BCx6FaHriey9 zloI4mqw#0wZz6mq?PuK5Gpa)k2gbcT{F&lLs;rg#2_IVXO5LOMNS-Z!UW&Gu9uem2FsJyw#p{zX`j>76j~N=4Vjqb;()2UK#=mc_8gAyK&)KCUtorfI6|ELVvh=tb^X{)apWLjf zHgpGj@EMpRowL^mFBLA=`qG%TZ;Bh2!_)Km(yr$s`}FRQik60BE(fZO{9F7ctJGXi z{cJIE#mAfWe%}AxoJn&bDy0Z;uIJp~)U_I?Zc%b(f9C~w;rgycA|s!p8`XsYrHmNghW z2LD~M$A5T~n}*B&aBbPk%M(w}WW)WzKN|4+n^GQb z_ifDnZmUg}57+7?OdE0HW9dgrpa{6~A+=A-y~0-fSlM%@jA?s(vhnu4iE*Bk!}rQK zBaFG?eNHwPoqL&SHR$)OtE}r7n8N>_hVuOw=2K#(pHPICzd%Hh-4n+83z4E|a{jk+ z!2S(UslSo`U{4l5`&)in|5InTVGeqQ+QX2DPs?c0dpu?{LT>Iow>@DNR_p7T*%NkW z_mw0nx9)Y0Rl^n^t{T=L%qXliE71MeOzG*F(fh9uo#oxy9)EZ=_Y{3|KP&b3sZbE9}xBd~|4^Gb~w`gt7PgROW zb(*Fmg5GbMlR){fOw`Bd=Jj~A)iEtc%hW&Qt=GGL`fh67VZk<(`xK~>8s_wG`j=-y@Mbsy{9F*Yb7_VJx5fENUS4TuUay3 z73kJ&V>jBca-4Vd!}77t`adADyxVP`PUZ|x$OjGA2ws1@Rk*nzSh{9=etxOLPVny~ ziA~}P%pYEu9XIaPD7lAnBP5`O=;yO_*hy}AexvR&_$9f^#nRF?*l2&&XmAUl~7y+X%`*F$JeUOSU&f6(|d>2ftxmy2zSorL`gyI03 z`f%m7ORr1SI=iXetaZw%IWz85Z_6AF!;e27+Vz7{LEPLrdnuD8PuBAI;i2DYZCULJ0t?X(*F#|gH$-SMBW)D1~M&hJILd8uJJA!+HqaUIphMIzk zrk_M`T&rD>eY;sW(a2c(G3Xe6_dvHM{DotI?}Z=MRX=d%FMC#;M0lxme(cRtUwp;U zZ#>(>7!M{}MPNSnWPca;J0t7SmdcGCb2}qYK=uV7XqAhhj$1tsR4b8%yIL~#u z{tJ&sLk9P!N*da6*V#Dh1s$aJW*xt!Z}pVa8?vUoRzZpFlt*JE1|3DS%wO|lG@Ft^ zn%>RYn#&camY24J(IYuxnWQ%P{pRpP(E9RYN~QYeT1ukghgTH#j&Y}RFF5{HT}B(6 zm%6T~pZu0|{?nHagJZ~6r)9A``;op&8&b5!LU!tI9oIS`em*fiS4oXsx`dPnajl?+ zxxxqrnXfbVHI}#JteuWX+p>Z#q@~kNf60){rUkGn!)>^~*&tYYU(n#M_{0N<2{-Mp#M9wca*ONKC zVVia2QI}@qimfW1zhF7@w&Lk>wbl&B?{(E6aCjl01t~RjHoCY|0F-pZ1y;nT>A=pm zj&j=G7HZX{jy!)+g1#}n^t5{Gi_+e2vKxDboZglbgZnt=ltYy8t~*%*OT9{Gw$nn|05kn_AiZYH6*)_hPS=p zAYOzmxfczIRAr<7g%w^0ps#*09e>Vp=|DOW0`}G!07#Iu&jI3~d(YdWrw!sEXn768my3|W$@Xa7K+I<0>3G*B3> z1n+$!c=Z6J4DsVJp#w9}%R>70gn1f;C#d;1EmLizyAi$G_VXcVHrUn6p?gumvWmYZ zqB4=6Uyq+mjnic-uCyvItj|Bp%sTJ$dFzdzG{Fguyc!S4(pUdd>4ZP05ZqG#QTiYZ z+zVn(5}JoSGV%NT?x`=jJhb^_m?!xi`GPB0o04kXzpIgM8f1faEx98B#$i3SfOB4= zv^|}1{+=;YZZKfJll8}C z{$Y=50LTtww_OEmt=IxFzkOanQ=w8CPcm@&9@OfVUa$TqYhJH)yaX)VtH18>qvPnx zS({CQc!cQb&e5?X^o^f}z)G*im46rf!JxVY5VQ0dP+s~L{=FZk97avoHPQf>4Qqvf zF*}s}t{@m~vE<{=&{=PPe>3=?E+lWyu(|qdeSeXB;-0mJ)9&JQ6353z%?6_HHiyCQ z1zOi#0W`Tm*Y{ga9=V;iY{_rBRX09Te|VFzFV^?_Gw%UPc8+Y-Dx6F<&F(F7G-ZFX z7T|V_3p?oSP@{J@g8>QO?a~1{Zr7jIk_d;b(1UmJ+cWeBOsxvjPujC4-uxloK8MX6 zU$1&86TRo>H2ohotB&mo5c7b>s^M++4=1oX-ZUtQUqeKOefY3Mk6tpWIukTJoReGnU3y`$;q=0ctk1K!SMnT=JlV zbobEytM0bCIY0ffb5S&k2FZRqy_=B%P2;dQ3Su3k74EHuSmO!+GLM}H&KK(Yjo`1j zUkPzV(aHW!zgl#$kN4DO;!V#jxp)N9C*kK)G6#q^4N{>cJ{gX$MeWE%_;O@bt)rko4ZIQgnD`EK%& z-w$q9KR|d26pF4|wa+V+La`XwS0x{8&rrhCEN|Ce4E^ey){Xw5d_`n!L9qAVTW@>@ z>g3%;O4gX-*k1M05wP)30dS$))Br{Df9QJiKq$NLZ+v>%H`-8hUDSt7fXBq1td zEZIh7kbNDrNRfTtWtV-M!C0PDwz2OMMrAjKEJKXtJ@?S_eSY8f{q>)?@B5tVT+8SB zT-P}V0@KvuyDY^OUVEQBgvLJpbB<+pNgS*S7^IoX9%NuydN9RPC^HXVdV?dQ{|s;# zU;zV{FUVFumtj96c$n)8gne|sGZz`Or1@*FPE@T;vt>h^=6hdm?ABSuB6~mBTsY6%g`&1JA9;*G@d4 zcxjIH>g?+7+J25K9*-XMw6P$_xl&5y^b4fkMHW-`?%y>)d0aT9W=i=G*C{Z`;>)?w ztu2)b_J{aQkRa%Mw^?2ig(PG>yCha@lT1J2IgQX3j8H;5W6_dU!|4~+pI6VMX*WlT zycK*44gPi#@(t(f6B0n0W=!K~PFmU%gO6_!(G+%=-}Iyfq}IS(4$-PNe>*^b-((+z z2YK}(1_eTcKfdxTJv7Kc#`0WWP-taWr*$v$pqq&bPPg|U=e)E^1s{H4wv#F`-Rs>x z$7=<>6g{;0V$*P{i>?M^Ag6i>vO6*VLOX1@oRzI~`?v=3buS_0 zxD$5jiW^$=xlk?QF_~rv4=>u2EQYTwg#uYoQIevd5oOg`W2-{vJl!tX48CB42FGb( z{p#e;D<4Cjzy}Q#;4h|3=wDu+l6G_ZF`%E=!Tb6IE0Afd$|GUv_sG7$6heva_*UDx z^X<@twQGoVDMhhOoc|4@B-?Ua(WQJ|T_bGfJPzh<;#B(-(iaocq|}f}8_MdAUOEu9 zu)#^gF(sk~&5@_x3ci7amlbrfeO`bq4)T&v&XIhMcq)6?YfqLuaxCNRaacqVO%n_P zjKq2Sac#fPjuW@{ADCMu3sUYWQ+j!dw6K^{*LTEp-uGWINyDEEZa(5!zWX_S%5e{d zHTz9sg%miOWWDs+G(juSpgrNM!3fJ9*uns&68Id&w_hmQ1M`%IOsEU%c9e%=0NX2q zj;mbx;xo$=&LG!=VjxgDMy}zt@CRi{C^23Th zBSy5UeCjECVT+&U2z33pv?Ip)A|*7JJbr{X1bBZD(Ii11=sj5+?r3$$MuDEd#1dNu z1VnESZVLM#ZyNWZVNX1rIIN*1;kE^_x8gkf%~bJ@w;5<4+p!6j0Gcf95O4?}Irg0` zl7z$oEq%u$twt=(7>**eyB$jwwgj&h!f#_Cy$Ttav=|EX5qt-I{dN%YOQc3#$o#nF zDV5xCL=odz0OG(e0(#f-NuU1n!fVz=+DC}%4#{Uwtp~g(%vJ}1*E-B~inj4SK^S?2 ztMU?LJ)E-EC*#0GfHy0KOrs89H`w_bcLu_rhU}w1s0b!=iWxk$$v4huaEh+i>@i%( zz^~)SL)A2!`+QD-r(skj`rm=6+%vL4{Kgp9@{d{I^@H~RG=apz?qp;|7fTWCfb@NF zx&V@Ec7~n>d+KN9}OQ z2{(6MAbIoOZ*ypx>%vWZ5eI)3iWcB;7oaK37SpV7-fHwk2^x7V=nIYac2aoZxXVym zxEdW@C|rUHbLRx5K4ER?RD5Lpj`vv_$r+O;L|<|%%2RaJe# zvpZ8+nB9BOaO@)8H^O>t{d2YcaXLygCcF^nz#)xpW)9n$qUKI$36g% zgrH+^2-1gp@=%iF^8FuwkDZ{%S))~QSQ&A!nD3*v!Hg3FEKBVX9BHyz@jAFK0ONV< z2xsLPdIoO)>_m`au5JKB>Od9= zUXon&?_+huu5fdUPpFB9dIJB%8sMhTJJ2FIwMR(U|9c^$_CO-aNr)PV~>(Km;w6k^rFwACD0s1&Rrqk>4v zodL~NHCW@0l@5yg&=rbVAgdN03@DES;Y zO@(pV{A&|1SmOa?vwHFU5Iwki|I=DFdhEum48#L9x(QU%yDCHxJ6r$~5>G4v8Pe&x?LDTWIbk3v1l_ zN5R2}i$7%FAvOs89;e6q>GKO4ZQslFj}ZSAfYQLRs+YPhFVIKaOZKhmz+CBx;~%Zq z8Nj_$kT@Zz-7%ZiIL%y45g2fj+^@muUWaOAKxXvs^+xUZYGgC>AMduKzkk02b4{bG zJ<2V^01rMrX9pH5Sj|`o4dVPxW$%xI+yFVk%Jo-O<(80Z0I-c7f3+aZ*HvN?hqSj? zjU@A7zTeo~s+t`pcA5rfUw4hE8x>Z(O@Oc+WIt*Tnof!tUjnjiKRyFeZme#VbIq{2508c74MH@owcp-oHbP4nS-Q>|G;9zpEW~q`=If) zp;}=Z`e5BB(k-f;gLL+dqhYO3$@UUo4mKY#d(;6==L9y>7S1N@3=4$FU6!q+V}Gk1 zVUL(RG=Gps{ZDkdaXzT?KEk{}ZX)U?m8+DzI zD|W-<|La4M)n(sTm1uvj5e1!(5}m-K-6dw^B&rLn@%(>vge#z7YR5L%pcn#&R=>Cz zfxPnq4#kkvOW5T3A8%9SxcB|1;3Wlq{kRBwE?@X5uUd%#2Q;JV+ec zxNB^byc^bgg)%k;%do{VyiLd77JGLG zT%JA)m1}lWvD>4(Z<_gUFbjpV%|I0Yjb!yI+hnkk z;NcDzkm-+990e zfM!;+6$6+Z@ZXozSPDKzita^t3;6L_NZ2JQ!Py$4vL?+^B2Oz8$ABBrT^o*yqFOpW z^Z6m0Be~!H$&C=^@(W*1uLoCW>=>opm;cOF1)A%Jd(FTN?7soiy-dq0v~x;DwPI-+ zw6c>?dlc+a62soG(blj3nWMb@}}@T%lZy>&%5F0 z@ibyB#joG3Z??3J0~X4x-NH;wygE3H`-aJ8-<$0EM>EVsm4n!+fhX6Or&E2uwt*7g zP9AoyqcnZiAaipk?H+@03se$HzB*uMeBN9Rt~ZEzi>zXZyUGfSReL0fC)tP`miCf8 zpkV*E%$(NFu;tdLF3xW+fxE>&_0jlfM^6Nw%NB<;N-iGXVD3#ploOk{r@!M_D%h*Yr5I zXE&v%|1x?cdF2_DH@~{o7HhRyF;|0QpFGN`>(gMsr%70f6sq0mde0$G8jRAztS<{6 zWMuEj31MyoS0A^iNen-5aF3RD&S#H|@z_{sAW?AlGu7Q5&F-i`@h)@-g&aULZ~(zJ z)-UcQX(MD$V-fq`w1SMn^^A6#`g(v+tY^1s7tIMq)hwU?coWf%98m6oRFkcCp5FK{!X*C$nA^~yy@h2s*z|n>kb1g(SHt$(J`f?^_vPn5K z4q8NZm09*b7B}fSe@@yd*O~PMxcIy8hGaw% zephk~l9CHp8os(_;#1}lifcJ-M68`rq4-Dx3KDF14Tk1MBiLD&|2R+r&Z)14hkl-# zyqv4#&piDh=IxLm^*_^FDN^ZWAG`7BMWvpmsIf03&b*I? z<7k6=?8s8a*<{Hby>C}tp$tw^E{@LhWS?#~E>jqD>+7$MmiMY*k9{{wENQ^!E=oUu zzzLM-?yTGn=Bj|i*2GMGhS+zj_4Nhqt^?lMIt3=!;e!O7RT=6v81a62Ewoyy6RmNR z6b}BcOOMuC!2(s22i<0}GnaqeHJfZpAel$R4Cl0hI@bREC-8_}H~)Wqh&TJC;lSMi zYZc@bQGVF(8O=8AS2Qsn+0{1+GgJL>Rt>TU5xcS5Hno4JeW`R^LfKDu@hq(j+QdPk zG}X7MS<4`aHC-Q*yn``7>L$SPsi~jwxdxREou5sVql#<0$>IgOF!-q>d}sY6AsnMc zH%k?h$l1b}!q0cUfmCcUgUO&R-@G=r!Y0(VowsQT7A)Xi8`1Ds%BR6pvQ>6<=zghu zDUhs=*c`Y*9JMk_BwgzVH@f@xakVC4vEuV?*vlG;xxNloopj9X zhMs|6Wq7d;$I{V@kUOW74fIiXWIINp;YTZc(9)-!9;tu?I8hMATfxz5j;@|R5RAyv zZ>|{)l&%778Q6kWsMwdQI~w3j`BtV{pcs2itE#WR=qh^Pimc4(!}x%e>2764f2bk} zEp1wF`c5J|2B;Xt+w|4_N{Y&XZ%oG&re8br5M0Ic;8s*g4pGCmXfOifm}k?nCpceQ z(A*iQ&J&Kmv1nq7FOzvg;DrxlU73Q2q}wsNMzz`qrAe_8ldnhSiy7Fi-TU`@qoBTV zu}lyoL*VP2ymX8t2w|kU;!^h8Clq4=_y1xeEB$?@1+tfbRzVgVguT^R$(ds{7{XX1 zX2r*IXw~colZ*7q!ZAPUd{QeqQmselAZRbK=OehT-hGvsLKcYOlC)Njzh-P*IepoN^=F{;T-FohCFD~Zo7MdL{oodP zDql?F%l${I2vWv%`(y>2b^#A>I@ff15`~&9|>;K9EYie#osv-^wInMN`F!INJ z_GLUsp0;`i^jbDvOhr5Q(GP>9e9hEb(+@>LT$d(Xqre|#|LgeAYXlM~!hop;Ux$78 z4Sd_L(DMl1cfK-A~g5yj?xCkAL!Hf07Gii!WeB?zkn3;Yvr+$^izpEMIeR5Yfdjv=xNQ z3ekcZ9N7#adNsMb%=q(x>N}TDX*XM2T6X{cYu5ymb0pfJrjKwZ?{bp)cjkt4ONCBJ3_X9v&MfWAfLY?Mxaz)wmK7)o88I;00w13;Mudf2RCe=X z>?c*bQ~9or`wP`vnQTw$_vddj4U(NO=mU3CO&J&MVSdhG~v-d&HUJ}_!WD*@%~g~~I+hq(YQ?}#4?O^{QYS}fZ@`zt7_hb4g& zz#H8)KBMPHjL1F8DVe9&Ov2e1b;>nXx-6uypO-emP#@k~@f?rPdHK_-SUXmBPA_%k|R3!8zxyB_KSO*pAjGU)cl!(w!!_ z04!+gp?y-j9Ib^W{Wd|`dFBHm?8V-LU<#H4g~o0!Pqr4LYNLT%Sz2Ek9F9@KcQs16 zNz+#6`{~isXSV>W(;WqX$gbwEln-s)1@0{cXv7maEExP3dsSy_Fr_W}0+s=s&^7h4 zY<6;Vc7(cp2qWeF+(t+bz3#Q$mO?X#hC14-mRd?k>)JeY*B5*E^yTP1dk;ig4_C&h zCrIrtIp91`8V0FAqs+#yyy4=1`cTU{lmBc5P*4Uv|SrFu_;n@`2*bU8-r~g0G6tw=J-fs8N;xj{>Fw%w*))DU@JUBaWh$yjY)3=f4R)^#B@(@nh#L$!#5TkCWcBR{G{I*?clb(+zL9raO}CDdbzfQDVpk-+=H%Hf+}K(jk!e$@1F7S(Zg{}Z{IZjJl3d>Zp&TLEGU)OjMO9##Nj-))+R|K!!up!{xOpFsCy5Ls$7b6v1r|2xZv7J;BcuKBIjay z^-#9`wQ*O?8c*0SPia=iRzSF?$fPA&*zHMhl%ZP_EAluTLty0`vjfglB}t7qWJf@d z#8s<5eSo3>h&>Q@v2t2N<|Mgpx{h8fGXrHnnkc|OZ-EUayO#4v;qSJ;L6{D`6gQWK zHP#lII8|uee!lJXtM;$ISH8YcqxVeC=|o7a&QzvQzR{jNPolZE#Y>v9d;Gd?GpyHW zDic#A#RrsbrSGH>m}O_V&rudP)4JJjWjTdy01;Mq=kS;Jo+`^eI>NX z0Eok`jy-BHiO#1$QIZR-eP5OpEBGXeZ}cIdtuD`E0$}ar-imQmT1HGMq1||VR%`Oy zO6`8IgC%XtaI%er$v*FYD}e7CR?xh_uv)5gAZ8!Y+TGoK;Z<#I115x6=C!?57mXY7 z9F&&zYjHr^gIv4ElUMal)zU<(D6e|_-|;rg++H>q-LRg%zKr(bAFkV*s~0UQ1;;@~ z=VNssCin|Hu&h{;V zarx?iXDUDR%6ZT_p&%u6{aK@V`K}(1)u#MsS$SFQU(-kak%0Pz>}jnM?yDRWXiLP< z$f|scklU(of=yMY^l+#h4v)cw%R-5X2VCnno7j_kS4>H!?aPd-;9Kx7>?9 zk7U&cV&0jr%pt8SzDif0ffK%=hbylZKZz?nCyI)OZ2vhape0K)wTcjRX)O)~=fEs$ z_U_-vzMsjAJ&g^>dTHMyF#l~~w1N8Z-K`^|>oVhV_f^q{zYJ&WdS+0+h42=SW^bua5=cbEemh!&UR)w%Y5K9;Hyg8gkNxXj$Qt4lmTVbNdUz5yr|) zMPV{Rutt1VXlbN_iu9}p<^8Z*ZVek~3E)8wTfd>Mg*eyRs_bzG4W;!C=uK2LVz8yo z$d@Iz7PCoJnlzq|>h@YwwL!y6EZSF4$7`G@vBWaVsBGhLMt^?w|5ThP>+WV6)(7(LlqKs2sMgqV18|AsNqPQ|!Fxd8 zst9LwlH@QiDUERlmY;He3`e{Z6-#J_ zOg2DVYAB=07MQ7RZhriJ?Qt^YYF_V+cgzVkd~nR`ECuG zBmnS`Oj}P~90WFXd)Lid zHnKTTpLO3_pJP8$K+$T`)6Z{QO;f9W)g4{uijM-<7sh>hb4(2E2!0%+<=g zywI!npx`8^|SEj1d7l!xKuHdfb=g_lOG1z7LQIaD$ z#wX%qo;2P;I0I9H3(PU?L)%nmX|23JD{8Jfz5LIMz3V@aO}R*1+hE{Tkbu-(gO|;8 z6G8|}Ao1J()d~~KQ-W4DU!LkDxfD53^p-N^H=7{h>685ha({uuQ5L~t>|PBqCv_Wh z8+G4?za3xOi&^^_Jn24WvpieU9t&8j1O5GJDq$}*G~-0f{fKzy0y+GfagbAy#+{qS z9Y^*(zIgh0yp$tfdH(n^0*Q4YSBhH?Wl3nh9b!)Zo!9@48y5lsu#Qc}Oye4PsZeR@ znW-x0oVeq4dda17C+>j46X@Hne}9g2RMNJQihJ6f(Ie+qrs+Cc)KE3js|PYv_C&q0 z{q0#S-s4}5;pj==-(CP5dQJ6?tM${$uC9253HfK4!R5iD(g7mkuuBEsUSiGrgGzz| zr8w~OjI5_E@Cxi~Mr$vfM+(y(fy0dmB&o!}yb0~A?(;(jIRws|&YLbee*fnM$yFCb zM`7T4I~a#eloEM622X2!#D+BB*O#@-4B&Qy5V#_pT>zNmO#M_NulMxA;$^B`$l@HJ zRa!s>aJHpQU=mUCasy1mtT0?>Fa*G=A6D`5tJTkjD;apv#is~0+idm@cvA=CRhP{Z()LQ~6o{u#? za^TckyqduYdcv9rI;_9U$?Akb8w*aP`0sEe*Wq|qZlQr`7W`epTf$NR{VHmIzQr$Z>t}rt@6BMEQtZed7(Io zVUR=TqrRr}jMw|&N%B(AH-=!|oXfH^!@RlMp3h!L$Te5!^vA4Bi?*; z_yLJneD`#Hp0k-LxFkGl(&{I3F^`5UH5^xSd3Apbs7a2s!XUfv6H-Ez%}q^Ztsh?% z$-$E*Km=JX^fU2?luL!KTyDF{<*((mbklHOXb>!t;bL75CZz1#(x-zQ zF11mX03^6YeBti@1h}bJEb-K}Hz8zxp@lm{i|v_+gB|*5G7kd{4-&chgGiHy3>y2$ zK8N{D2C1ojUJ;SidtlRrJd~_cjyw*UgTonHM#)~x8%7GGRwFt&m~U+? zOrr{*@|f;8E(kFR;-^MxYuV4oTvQHpAu9uH9%Lvhwg|UdJV48;a|wqs0f6+fe`>W>axV$w&!c$Ro5SjVo9tDvfA0Uyn6^|t zBr*A#sqE^xOrfK}ys2Irrt?lh;2oqJg%XA+`M_p?-K!R~)~(B4w-ySdu?-yy(RkJ!W$*=4bL+@vwHtM@FKF@i zXb@Q~{C(9APjX-02VA=rNIjqR4vezUcuDxVVMvXm&@w$kEpZ6;=~rMhZN}i zP+>P&XUw_Oet#33&a=36xA!SFdo>*vx%I}o zNpi9)yeWrW4f)zI_xwiOhS_D^ri_`sGG8CE3baa^VA?6$fzBHUK7e+|$%~6Wy8+u> z&Eo!Z2B_iawtvd-^)xge^Vgi15C8g9F2)9HGd%8ZGHwh@G&Ec zDe4Rcv9^7>p7{lV=_T?VvXOyb8=vI%q5mi=N4=p?*;Xr+I@#4CWnqefz@)ZIKcu!(+!dXWhan{il%oY;h_({SiskM(im& zB}B11#I@T!$GQMf$S60XBNW6f^gIESFKy&RL(cguoA-T8xX{!J5~G(y{4#b_ugb-? ziDe>IIJ~$-DEIvZ-0KUO9_ju)mHNn_Mf6#N?~X#I@XEj0l(t9EmsXu42^rfA>%}^D z)l;=GTkdZ<2cPW2#OSX};rj73=^4slK-m{_w(-KsXXCO%nJ3R)4_g5DQb@D!iTzYu zRJ&k3KSz7Sg>%E zpurJLq9v4~hCNhjCR$lpO++HC7uqhifP{~F`3Mnf6(?cXv*-~5`LLb(YtNsCDHXU% zVAFVx!7Vs`jhkaU$7t*%aFXItLPiXzX!a|Qy`A08y4tGNTOe#ve?<`tE#-he?Re?V z1|X#blrxdc1Qp@Z0Fe#2#j_Xm7ok6tMVb^NJrFwHN^;XLOEYXZte;Bx)g=Icy%y9VFP4y2OZhgPZKt{2*ecJm-!jrs2tQg-Gck-ZsJ7nDm#kUbZ&Q7z z$w~*yYosd6U|8vp?K!}F4*sGUdk1r>r+SryELDHB(5nY7b?6+(ikJ5yA$4xbPI9Ir zWwqa*6;@GCGMk4ZiRcs<_VOy-%74XT=)$Efi6ljHL;~)^#Z;*$?$pmOz+@?4vp%rX znH}0@$6P^1?z74r6imbnv0Z!4X_tYpS{!RKm-j0-3>hf^@S9}bGxoJuZ*hw@ud}RK zrf7IAoMoQ`dLUUMDyKZ?$NuzLbTD^_d-ZMG8$m^*b4+pY1r{rG)oWi!#0&trmceY)g>N z^fea|8Lg~gpjcUa^<(lesW_9D>+besc7XdWUUsLZv^ka$j_4E$22zLJK9D}^ zap{?Owxs>U)Q9V1J|C`$S`b?9f~rYpPQR?EMcc9<@~rCu7D{}}#_m4W##s-)WH~#& zzf1cFNZyOgk8>$;Vk!~eUNhC5*Q`^2DY)M^qVlSNT-yz_vZt_9inyq5*V=+4pFtaJH3E#(F(fPWmby3r=ex0-`_*ZVB!Q=BBLg!OWM?K72k z(gK>}7`QRsbuz)Z%GPe=QMH?6XSrR7#)mk0FV8XblE|KyfmNN?gH9JGJhNN;HmwL^ zHTzEe+Ec`+*-3uATz?tbuQT>Zh{gJt;rDIdxb3e)>o)S@7r*_j4tmqztWCldp!x7` za|t7}0|J}eLD3)xuq)EKobeAC4XhwZf?M(l5%|Wy3)Vh<-VGONw zx!i8nkzcPYcN3i0QRGh))SYZ_re3L~eHChXGa_rOUQ^y2oi|ubA&h9(6LgwDH-qBQ zES0m@oGY<&(#_Uz$^=A8C?6y{8fXng+BsBT6nadh4EEz?H0LTN z*{k1$hMcP(Pqm~viLFI{zay6@8T27M;Q}^|>t#y)NR)3x5qxGMXtUO;z-TRoT)s6# z{sc~zU-vwkyj8a)bVL_*w0qG$Tk9imzanLxnwQBA3wZrCBuh;RKz~=)r3(9lY6PiN zgTocFgM+Tww3}y;J=W==D+>`q(a?UnEqm6+z4b-D_U2ulHbv(XFnPgY6p1+G7QSYAr}R9!Q&ezmAi zgo66ZHD3wjJ;l?i*nf ziBGLieOm=p!i{f6D1nJ^lYd^jl3ZZ7Pp8jr+}zeUDYDmLh)vGpTJ%#ro6n&pE4)b_ zDLSfGfx}uA^nL3l?Dp&XC%4lfz~kJ#A{|0{BbW5d(4ox~&^)h@f+guug&XFXEi zCR~^km=M&xCCQpqTe$ts>5Z`@C1QMu`)DTCdpOsJEYQL8dRx+9q5F; zmGU?U^*-lHGS%WTGy)R}HU0^mrhCMERnaUgd|9fz#j0~Ltw(mEfH=p{v zTxkGxtE9~<9^ylK`)ukS6lFGLn)on9eFo7>)VY`;**Anx{UP^hgPo23{NAr{eIS*YfB3i~PY>8@v2pMO`tU_sYM zX<_Y)yMFhc?o$6y`=8!>Pc7y5?v!K+hJb#HFK6Z}i#^xBh}g)$(o~uii??kphSI`^ zJwk$R_io?+0xC4rj^YrOr@VKgzgrP1=WA#)i;DSYa;dKVfSEjy=^Ih(d+b~a_NTI( zr?z2uAGvbuYfr<^cR}TH!Mr#Zn-4k)6+TX`eZoQ#z%Y zXqT%b$$C4HCa)FFXDWJHJUBi}x76w|azujibX_i6#(wm{9v@<1|#u&8cq#ZDXwv z*D&pgvY!N~PE~hL{pwN`nl?7yE%sLFM?n25M&DtuGu;~d-t9R(;X2ykvi*Fi)}=q< zD*BV?jD+!qKhxA>nb+W6`>^RcQ=J7jgMkDLmzpjEEc)=+D z@Pbk1rLeXN`^h_=QuMKY$|mk+I!=GJ5Mq^4BTeS6>odaV*z=D7sv; z5aKLbajSH*6L}EUbrUYlv9__)UcC)Z>05Nj4ssc;^{Qo0ybZi))lxA?5OvP7h!0YK z{rH@KSko-l4!f*W6gES{;Exc>sO6-0r3N|fvyzPFgmGLN&O z+`Lw8l8%68lVFF%>CB|q{YROj1q~`)RzH=G-5&zJIik`dG#=WlvfJ6JP~ZB^rlla# zT6lXUrzxXf$jkDLkmoS#{llAS!R4DHUNZqVOphlnz6TQrhsy1-xd6L;KU)hciyEoH zxG(IHYSLFvl$qYtIBET^B38e~L(<{aGcF-R9$DmaXR5NlTw7mnt=D!63*JneTXq64 zQw~_|_}Yzep^!ml00#xm3q>gf!7Ttu`AM0-mfDA$2-A?uCi~kz^#$fL_0#XM6FOOP z+79b(lo5UW3(Hk$towG#`{QDXf)<2!yClr&rqldc9BB23%Shdi1F-RuGHx85}+($olmRahEKIusQe$fu9Z-a6Q`_fkyqp1>t$KU4t zNrE|GPj)aPFn}4TQ%o95+g=2_+m;Of-qZ2OcpME!$(NzDJ2!E_Yk*^9b~kB)ljvli z&f~@`T9UPpTi2JX4qJLQ9+DztEGh8!$naJ#tAD-gccQ#Ye~7qMJCBVlJraA20b(8) zw6OKiHQCaSjmpI{R{n9;l}+?!;sQP(Vk*|A42L8C$N)(i=^F9YBRN1C+2r!zmI_CV z`|}M*1D8}Zk)8#GOKm1#{855t;24=;A-f^-pigykqoCzH2?1}`S<`LyvsQ^C7C{9V z3-Wk)2~?}B`_pc+Gxn{~i8HcKQv!fj$Em|bw;a9>zWL43?vSFHfG4Si#2HMwu+&Va%@XR9@sV_1}bIBBu|>vyq90Okzt4W z-<#{yC9F_izCn(!c02&m?t^71e&fdJ=(TcCd5M?oX0=SXW~<1^Xb1ZJ8qd{*IS>%I zef>s#H{f_rxk0MBrfwJ*{RY^;%9&WGh^-!J6luP#u++hWMz*2)X6ak4UPD{0I4w~Z zFl|HI8!n*!MQ}I+yw*+5-vlHEcad+AMIlTGj?20l89~^ zlw0WY7r~6Mki>Jn<`yn?k4~n(DkwI>TUPB4bu>74sBTRok<%RbW{~ z-IJ`VGP{*OtxCkJ(}W(u6hz||8`@j8mnd;ndmr=%;5_fjgsn~Y@Jt-6 zJ!@&bMPh^wbK7r%an-E$tc{^;27La4__*Q_|NC_^=nkWq0wgpPE z<;Qb{1{S3U3YyG5?++C>pLZfkym*~Z$fLk)cGQoP&tKqW*4y$cg5SN9(QWUg1mCyu zzxp}#TWVBheyHmp->Nom^#k7Frq#qH$>6!n#E*hf8kKm@A$`!2!Ki@;9?pD%1^BRR z_Sgpz;o;F0RUpVu{kVE3hy`@59{sDQOLFL7{AtINEF&IE0kLIsp>4x&zM|vy6pENL5TWGO7&%{ z8+$=jl|CcmOin?K9jHcVoMq@=nHwgPJeJh#@ln>kHreg++cL(J&liHcHZGp!^-7e( ze6t#^>;>it{6L&_z!5xIz!%YaKz});wrl^ZNK-MrBEiE9r*=Lmj{$Xy@AQQ(`QzrEJ(H3TAd>rmo8 z?EP#;`HjN9=Zha7=DZaArlh1~-Ib%fCY8O_2}v3>mSB;E}6Z0oituV9+W+dvC!)ZK(_OPPU$pX!#t=T z=l!anVO5szk~?UE{WE%<3onclc_~e1^IbnMqEpUSatT$hSX!#GL$8!4 zN?gD>&5z#7C;gb%T8+MBmcJUNrqo_F`KG|5jv8P2#qpd})3B&VEbA3qbHL#94ut!t zs%VXHNCV4U8oT&H$c^hRMkAieNs6M3Fta$LS9Q2G;46&EP_5^eO1`>--p%D-X*0vl zBaVzRzr16FW&tjDD|yXhkaF<&d9#VPNKh^v20a-Cb2?I1WZ}epX``cde~U!N>nuA}hKibeJAOr3x>$yK>YV^8%-H`nG&M z0SgFXK>5~MANho)ORqPZW6Q-c;aIH(Cm=zZSSzgc0VyxAJ67q9GmkJYefVvuS+vFD1qA9)R4|U(VBzM|~VT`beo5zt`#NQ1KWasg3|57P2f;D2Rj+*x~Edud!#-*h$ zIN~;z`A>{$ZOzrTcxpXdS&5L^`}2a^ai`V5B$n4rRE*)ctF$xrw(l>qx`A({R?4mV zYv|`qWx)aB?(Nx+@AkNc23IB?g%!6JT>mlX0gR?#eW8Kl6+`Fxq<`=|I|C{x7~uW< zjyTgOxHw8`>9gKu3@D?y#lC)MXlOlgTNw{3vJ}#0RPBb+{I^YtjhE zJ|MV8!ZrX;)GCw6W@`2D!2>hwNdQ!OZ`fxXGH)OpL|h7{+#qTitHRXcHk6NVmMA*+ zc&)VHPyu@uBfJt-4@t9iY^^VA+MnE~Fsg&Rf-K+&PzkuV(y#NZN(jIH8}9eaPU&w} zn263J;iCHUGf;f1=f>E{Q6)W-&BD)R=52kqmB?7n-jxD|N@RoW;VF|uuwN-ARq#}Jr23FQ zGvbI8Ch3}Ook4{i<>hj*IiW@T=h|cvBV|)hh2@#7cGxCmsG=LQ+^MXC3(Fr|d=vzB z6-EjgoPXU(b@~R_6GiuY-Nm!ZE&wBvx}GjfO=iD;ccx%$ z*?~rhN>%JOerO9aZKV@1wO0%%n)jQ1QBD9wh%zfzLxp1CYK`b?DU!<65fS9^8o^=A78iHb5K87u65Z*)li zn3m@S5PD&U-+z3|Ajo5f!K>#RX;#E-44lL*m$eVibZ<|76dZ6JePBD$kQ}yLH91mH zMy7g8MohRUSq*+kFGR-?ZKNjHu31d9@%kIB2^?x8H}HHLktnRUAJ4!aX^D2fbyvdv zuRl?jqpqc%^$4H)Lv3x8XZ_viE1#H{nJYm)u+P{6AkaG=i|;_$ND@_P%a7X4yW!^6Wt^#=pCFkFw;57M|92#;7Gf$dVK zW#(@31Zmh@H1j(3xV@J<`~rs;1J8qVb1!rHEnvUW!fLiExX8*bE#tWM80vvW-mQuY zbD;>Y#O?2ID`0;mKkWq3XqB^+ttfHqe)jpYpxX9Mw=2cv5QPWxdmE;%= z0hj9L_e$#-v!!ZomB+Rd&gn!!0lSkm6K^C=i->6_UrWvzTyEV{f`FO5s=6E%Ut;vC zIOGHHAIX~K_$vzq35@tuP_L;VTa{q+nX5Ol<9;`CNm#C`*c%le(LoD0Ahg+N&F=&5 zfBdxa?KaDES+AO`|HIguheO@A;p5XP38h7Lq9`GR5Rw$h7NsyGjGi!-u`{NURMxWZ zOSY^T*|$>Gh7mHxntd5NV;Ri+?$7kR&-=W`@B2NDuRosW$Z^!n=f1D|y3gx8&+Gbl zEDozaF;_V!pgMoj0bU?k3(_tE0H-t3692iFXv?GEWw*~@nm1Gp!6oJG3Yys5*XJH? zP)LOggN4BH&g0_d3n=yha3Ku>FY6$1{I%g@u4wdb_7+)E!q|FLXj{5Kp}Zum8^i5g zc{Z__>~meATKEEE_^|KxJR-haLv8`e%8TnyH6JMI8?B_Jol&})^;XaAs!#Ksy;0bq z&a+(Cr0QwUzcGB?RTx$Bo-`?*gl(mjiW4cL49_ypb2lRA2C>KevAh1meM75vPyF%- z)RTRdsi7bcK)AZtr~?40#74}rE5~P_yjZOhd>3Ra-_;(owfm67f>w-oYB45f<(Ig% zB^6;l5)Xno5I_B~8EXxPV6WAp1&-qaW%D1|6%oaCz8NX&TVlp!xi4G3ms}q~Pxkt| z^!8YeNr4x-6stfm8@^1HRyA7Y(5=;7! zziu@5+w~o9>Z^(8*nQ3}CEjMYVLbQ4&8y%O@cc}--OYiV((*NZm3HQ}K15d_q1uHr z&N$b&l6s64t+bTL-3ADgMQ|r}enSDc-1IG3g|B|yoK(UA`|NnSzmUh}$4$#)3qjh^ zcCa^_m)ss$&PC1hnJmdb7nrX&s4e0+XWr+TZ~MFQVd{vP;`^dQq*hU-^*EMUR;eDc+xlZbnpl{S3mphVv@f@dgkqNB2sb-SEeH z>zG+J?)gtfHdDJ2|5=xei@n1z+)(&>hW7D9Wn!Hyl;1VnAQ_NZU}DD1lHKCYqD_cp7a+; z;uG8sN^!@1FA?@x{?>gsT#yr0Hn$X~ArhY^0+nKy)k|D&o$A~&b})$F6L>35{<}o{ zZtI|8MIlLQ$DOeXWh-_6#h4f0YnHknbs4mBXLykdvqGC9_2^grT8&?!fNb z*0#XX8$y@#sSB)#kUKA{Og(2@%95zxNeEtnGEz}&j>44b583&)+UoTUW|v$Yv_t7C z7$)5WcMqJmJ0tWdziA44_Ew$7=}UFB@GP3LIn}!K7$|QZH4dwwV>uXr7){`(k!y7e zY7PoVByydFXOZzic416a6B84vMhlB|G&8=Novz@lOS?aiTBN=IsOonxwxR}j2xmv$ zoo%B0_G68kCpm*VsS=_} zMw~gJkJ)_dWiCi{h$I&fG{P!w--B|0bnl1P*<9Uv#S#Cp9&3+K8B!9=tO6wum+tj> zfV*V-J=r#U`o}MLCfF-%Tnbgy(DPmvO^&s%K9%nv*}nz~#~?a32&2X6xgqc8-p|M3 zgIzR@5R8|jBO=OyiMQWQ&3o3?8S*-dt&z6ueW;Q{);2fY zTUgwyf03kMLTqM=K4s{dkPb1ft(%ntt*gDXyb~`2Vcm`HE$id9HKpUywDK2)jMfGx z$f#prFpXibv7*eh6_43=efqbOAQQ}Ag(kaG_66gc3PwKJ-P(X*U^bTRbLH$AEU`l+ z62(~zHZICG1=@gjPJY8xyvL|1iSw|%B%qk~uE1vZf$asaFIUQ9b8`sk%u^SYbD2Su zQPya&6?X;T8RUU)Q4W%0vr>PpY9V+f?fdnmWsm3T_{4vb{#>4_X5&=*>D`nuAwn07IU=wZ#eGy~-D@!+-cmH#sZ;?XyR2GzX*9hHCURxOy-nh*#v8>kHmogR{nP9Gr?#=6%4W3N^ z`^ULxeP_5^d)TkSu5~TuavGG`(PI9!wqbbL9dxqEM%m!xx>f$JPc+wkWr69^JadMj zp}Ig(Wz+k%j*47Xm<$`ac*}<31uF3;Gi9yZ<&LLUYOK+n!HSNc1JBCACOx~XIW?xr z)Dz3@RPyebb6uKq*=Vm3qSk5ve&rX=bNIVI!W4ea&SwZGID42OYnD3mqfL2K%6Y;7 zfvLFNo~!IzNK3daZ5ENZ8NgLGl2V2G@}yWhqKLE}FAw9_0eCjccW3!lnJei&0k|0W zUk`wABNUp~@q5&ux7{{+OdKj8(;*r(ym)na6=Jd2T$LZ-Mf8(N7^ip1q)$4t>UQcvRLF>0VN$7LTzFXJ^(~Ea3o69CRUoTX>Rc50t)+MKm$WL(+vAsz+@q00avlv2=!HXNj991rcKdVpD&JKmzp+A!OO?Fx zPWsfH{s_Hkr_D+))lxvR%no%!HU4%yu2ge_G3FukNL>)WpNYzMd$I@D0uL)KaN09^eZJ2TRr<{O(TZa4CU zqlcAkdd~2(`>PSD6?qbFuxn?^2Hoe&%vy)*l+oRJ(p$~{yQJ8RMZ+qA49h_>k1^rF zho^!(q2#MGhw9D+1-@)jWF{@VGSYEInTxrTXmY#a!`k|bX#$f8Z)bmO<9ZD>%3PGP zn(B@{qjZR<5!qONvh&0E`_s2eT-tSH^t=~0D^$Nc#Isv#w45uh+3zcg?=LFR>^`p; zi~PYRRJRai>+s-}I4J2}KVK!pZH@7Vx_{N;i`|__ixjRyiS>V$3l-o}P`cCzW+08; z09U|l;my#}y7R!K&*Al;9mLbxj9w|LK7<1+>kCJGu9+ZLHHFtKCRMV#_V+@_uuOL7bhseWEq$Qkogxo)l$6>V&48)kHaG;wJ+E_-As$jD|bS zf~`J^rMDsA_F#^Ry=!~{_oeNYC@ho7z<1%va)#SCD_$_x_~~@)I~D3O#wX#XrGvaY zw)#9l3mu|f`E^DndHzt6gqQMSl(&OiKbToSC)4gFqEwq^6d8IiY1@0@AB;dSXOc;) zd&H~#ISOHC|8^r;67|~RM_Ejfadc|+yX~Bfs5xzuz)*5j0Y^M(V!8JzSYp zFD^6{!ta}TT)?L`VEnnZK|9;`E3`&8>1zZiTnOoWb1sDq$*z;V=^kR?UfZJ^` zB5XUg7>aY*Z1=`wjPt$1zqH!MUiXKc4c$*W=QRw5ngQZGhe{{VfP7R%k*<7GkJPe>dDpv zX`=$p&p6raWA~Dg?!S!It7O>SD_zYOB>U|tlg~tzXfg3vR4qv!eXZlGDLz&66CAv? zop>Ga8M9wsL@PT3!dgaRC+)KB&sH(?JW4tsW@Bd?Q9a#@N#`($&tdvGG7D0cW#cO` zuPuY(;Fywat6(RCvf8JOuV-|tk&_n{ms#ZyZDs`2O4{%1Mf*PiiiFRFb5YUOy2G`4 zWe$ULtH=X)#Ar;(FcV7AXY*67=v1Jd zo0rdToO?sa>=Py!$Q>a}44)^IuM?XYl!NAJ=~}YSTr>i{E^S9JZ;Q5hg*)t6GS;30 z|57&|kUQ7Z;;JougG+?roy(hm&xcQq96;`#%9qnVPWj1JUd!cS0{Og%X^^|iK1K6^{n0afAS6=x-lp?OTQe)Eue|*7; z$J%O3r#Se*dSkRqBI)~BgtL3CKs%s`y8%{Nu5#{aTe2H@erzraI>UQXT6B4D@D8v6{`XYTC&{vbV=R>tdQtK2^#>q`!b zl|%l}ad2*s$j_5W7Y$YC%RP;CPT=4w^LNOT+|~}*-$5Rz$OOPyexY15#e2&;GzPuz znk*eoXz=$JYRS3J%rqL#Gw!YMGCji-y3+u0)z$n*sz8-m44>GVW+BMAOh0Yx$#88# zB6t}YguS@gvZJ=ivii@LptG3}rdP(>|G+R2%ItHs98%~uiEd?;* zE94-I7dyoS>XxfC-5Xh?&&Cfz+?3LG-{mugE?KHx3V*TWZx*J!FDE766Ws6Uy9dK64&E zm!mw0T+qF5m^Hg?!zw#AYUu0(ANTDN7;MaySd`vwK3j?M92hqhS19e7V~1gb0c)E+ z(!S?I8&hTfBH!%o(5xPL@1d_u1#nf2bhL0{30Zc=r98wLBIrX!hBgW~s&?A6R8t;= zo}?q$05NY|&~di?1WPWz6?aLMcSge=y05&!aDOF0f0I%HrAv{{ z;49S&LRbpEA6M%1E@cB;-R6UY;KaU4a`bwPQ_JgF%Alvma}M@saJdsWnrl(N2aT$H zq7!<5Q`$xIT;m($c{O;qoA01-PMm=HAPU2}89su1Y$b*NcnZMwV4bvQSQk~^VuV9t zV(7OE_{x<2&q-QAIlb16S~f@}9fivzC)XKeL}~0TjcF6!Z*%A@KYk~Ig#j*RsdvR4 za|xx}xAUHZbW&+Gi6a?*zh)Jm%hSXL91QZs@C%IvfmE`_naC+lnAHpDP_#f-`AapT z^40U0SukFs^B5J+J3?@IiG4=`PyE{CN<@tXCgcCV6dG(VSPGT&7kCE+4~^Y7Cpwhk zyQ@E(L|`m)Y`{WnCMzPPP$gnd92y%^M?VO^Xz%gDB<(K@G`lF>|E45)(HUr`ZFYj^ zlqH*j@Mn*gwn;W|mz`Ifir)pyq9$}cPL#|He5;OOvL$BLkc_brN(@s{le zXJTq*;`bqFurRT^!Qv5OBS+Cc_rONG|N8AW>2E5l@yTS-o0_T;>%>~1@(2(&zuq|b zwGVj}SPlBp^o%@*+DT_;zl$NKJ7f-Jk?dF6AjQm*$@@u@WU)4|>vGynuBU&f-~}1_ z8dT<6LHEhd)_bzdjyvpiAXQ9vg|e{rF%SVVg65{YR@k9y-1Vt;Gqr_;M4wTu7iU1@(+`UZmS3#V3qI3VJ^kOVJ(EF8c zmBP&sH3bKfWXrT-F5=O-ht2}-Aot^ZEUX>OKa#lt&JQ)A^i3hEtnR@#XNE0C1tluq zi6%Syu_F&r^Av2F5L#)-u})^6g|AEqpUMRu75v<{_@Z4g>HpbxQ#5*G)k}2E_y{aE zY++kwNSCekW{6@%QDr0QetkG)F9R%H?Zq2xL36TsvhvfOWSmk zySi2Om-(W*bkf67WW|OXSS-He+eIO8j6MR8*Imz(txSXXy%OL3C& zNMjz6G^s?Ztx$Q$mRBHlCBLQjXJnP%E~z3d=t0RKE|r{YFw;7``_+z1z0y|Kch1`A zQfaRYz(KgPnJUYbL~#?ajD$J!y{oPVdJN8{Zr=!XZwz;c0hVG2`~6A0?E&pp!Q@oU zErY@aSlF8-4CT;}E_H+S!y#GPmMu*5g0ODEazbQa34Lw-pc5DjrQPPUY&ntqC=aEa zz?WfxtdW)4!|6l6%I8d73`$ycOXG`N|8gZcv|W{RdurQg{df`u)!k=!n#ok>w)ZM| za!q2s#5p5`-5HX^yc4*oT>z!}c1N!3EyzW{Jur|CKI7WKOcin_lxjRBqu=a7T?l7U zws~6LIMqg#VGPiKRqqU9V&`oQJclZJc&cKzF3()tt#U#QWUnL^c+fbEymoBMX1|vq zzXtMEYQ~#8?_)1;pZB`@s5J0Q=q-{WlK8QiyKpaRQA%z}t*%|A z^B4GVY6#X-7h;hy=BO(Q|Qz2vIRQ}2S38E0GL=NOoV{|RtC zHHYobwy{&0tUMC?$gKOUmV$uRB~K!kdE6ElSo6I2+*Pz%KmpQGv&4i#8OCiI=6R5u z=Tgai-8Ld7dw&A9cXUhPe+zi`LK?-Kcv|^Wckp)l;#7VA( z+y^v*l;yP2Iude7hvn_^x+@_W074PwH2DpTwAe-nod%)M+g{X>~6N}W}2qknq zvswAqLFva{N0Vx13SRJ!4`iZ3Q^rtDR6#hfy~sU6MsgXHG>HNF+=~k+oNR!Ge6YVP&$v@)sVBNy+7){UlG>+TAE`mGNR8cC92HP~v@ItVAHO|&h6f8yTO4{q zYWH;Y`!N!r9hgm&hH#=@cjg@$_g*ti+MbI4N?J)^vEF87xeBqo$vN#6DXXQvU%8?| zs%F}|>{SPQ=0Vpui2!XTIWFC~9`40+@Yxlxjej#H(J#$)rvtfQVdwc;qY8Gsc3aqe zgOB`cH02;->XdWQ6%A!!*9m;?U7vTrpuoX^9-!AvPcqRndv$FG6 z0pEE59tz05O})};;SCZC2>5IF^RKK&lFUs}i7{6fCEyGJ$L#!}< zvwt$&t$KcHf`r9#E5p<2a{5VF4#t6h)esxpHPz_VsXvL`%%ji z=>USK$C|^ExO~yqp!~K^D~t#hed$HhR)E?^^P`$8nXo+w zSR0{}?Yt!xl|-`v74J_RqM$&qYwSVnj5Q!wBxxJ>5P4OSXDHb&?`lao)_9-6J=ScF$#Wq=BB%<$tl~w@OkCpSx-u>C&dRDZ>oqwiI-V9Vld0Vrug7QAg4;#Km2?clPntbrG(^a^NFfqWW#v2kTN!gFg?@B zW2|sZt}azQxa5urP%IJsskx2uPLCUlwc2|7a0=x(oIoSet2u~#@FKTGW8lp8?WaMa zz8@!Trp?NVl-d%42O*-u^JwR?X{fgU{+*2C@+2b{4yq!+BBK!T0OoGqojnX*vO<^x z49GmaVr#9<=-)*!gF^&Ix1A~iDS*y@15YpuDkSf4PmB+<_4WpD742Av#aQ2C!)L$h~mfrq3_iN&eN%`f(};{)UQC zx>jXUp)A|)WSX%*34ZxI?qmM|MhWF}(r zcQV@~xUhNrA{`CW60#D(|9Y;~6vM;?@-&og8- zDL+tXR8b)TMj=+SXSPqCnQyoRkywQtm~Q6B7p)Cc;GWJm^JCzJxJ@y+X8f^VN* z$dI_r)~W*~LNcg`R{UwP8h|&Fh3|3;KIUn41&Qy1`-Pp@G~wi6p>W&gn}5PAv2y*P zO{uznQdLNGS>x%Mkh~@#waQ1N-3)qUWyyKoa@lYYuyB+Q@QU}ruIzqKY~*U)Yzl01 z+Iwx_KZ|WBViJvMOZstkQQ~Dac^h^Q?QPdoPv$IXq9dIxxUhqbxx$k zW=lMUT}vqN4LMfCGNAyLK9Va#W#3Qp?f%(f@NYJsRLWw#Wczqvf!m{uSSTW2lzKCo zBp})pE7_6_bP1vjR>&oPiV1i+oG$lk_NLmtQ5$S|KyGRp#7#v(QpdnjjwaG$ zLdXa(i_+p;xA9k>@*1eUUrh-;2E(eFg=&En0HLCn>%(Fl;MYr0i@8*x!sYN`Q$GB7O!j92-AWjm_xK%XVLomV58#%&Kj19egFCH$7;3Q()x?xQ0Tw^ z%bUFllBIjTU(uNMq7zA8C;5~{G8Z1sWzHom0;0-cLAM9GK!!_ZE~i(~6H<~0#E|#f z4mPg4Oz_!B_uqWibbhdc?}1bw1pi{SuIfp(+C?*SQETyYRRS80b){2`u#8E;l9kU+|6HO1V!W7H~a>9-Z*Y!-hitu%xYF%G! zd0&xvTi@{N$&=q%FcPmEHp;9?(wYDuIJfoT-7ALF)o{i!Z{n*4CqYVjv>wR}kU8Ue zR;a+8y`w9qqiYT9OAEDzJ^c~2B7==&XDDO=x5Tr*osYWcDOUBV;UwP$*AH?!?(U%r z`X3ZM&M4WiTy6>zV^vn@nyagIneHdH$zxl&kHf4?%wA!`x6B9W0shQmLQ6z3mcJBZ z{w`Qf<%Bv=DQ|36&$yn3Ny%6?73JC<0fHjd5%6Q#FsynH`=4h5_$7Pb;?|KH81d0M zK7Z=K-P(|C??{lQOz$l(hae>vwfK~ zu?VbZdM@V@%dPth1Q%sOWlUzJBgBNR4mI_fP*{l6k9vVkAkOY#BJ1`%s-g>&Vow#q& z4aCWj7aag1ql(QQj6kR(HcKD^IQsxznv;dUkvJ{>)sFE5$yE`_CX~GWw1S91_W?js zup*&bX`Llk0VSF=_8$X5Hc{o8x@{;+Ii+z($nuK{c7xK+hBnvH1ooNhL%=KmWWwIx zRB)V4*cU}IW7)=FIF(rD-gU*3cO+?Ixuw(7%iPuEbQLq40p1h zVzd^P@EHQ<`nAa>nH$=*CA=DlFl+{}3aM;;uNDpz9MIG^oSgX9GeWpREzRDR+NA=j z7q(>!j57~O=fvQRXO9$aFv4E5gP;aKnk|ufZc?gtv|0f!2c*c`oT{~k8`p^~Ovzi+TU#o8$}?X+})pxk`y&i`Ebv9_}&k z<8pa{gvwKeq{B0BA##ul5X2_bg>%JxuxoBWp8}s87V+wc^|txUL!;Bsahtd~6Zje& zH+E%*GMB31JWwq&J~Y}PRnVDAetvdCoh0t7x(-!~A-R~@e{LEXD|K|w%)VZ;&053S zEJje&j(wVGeV&4H3#d&5jRWe}dsldkulF(yKNy3u#pHgN72n^Ft|=EGRyeGLwonZx zP~&Q^q;7c@FW-EXmc4e{{EARSV)c?IFnsePebKQ+W2eD#Uj)xLOOG+<)Y-$2gewb6 z7ahRwIC$ZQnwU#M_!q2=}*nz^;9RT+Cpq_j!eg zn#I17+T02A;_c4DiDEHsSZJEs?>Ezr%5Ul$&SyxR2KP^r8G%m2EZKq&9G7BbZ(Z#U zI13)I`4lZ#6b$^9@yw97VEmr27zMUvu7-xpiR`E>OHt@XX^O~{{GI!XIhZVPc&2=f&}_X?Qaa{ zBht^X-v9*d1 zzSd!GyoN=o*g)sm&)jl{;KjU`GmiE2;fiO+sEV-fVu^Zg6XPv1L!|WUW@A}u>l_Vr zHcOVRQ|-CS6|V-ShWkkyQ!^jC*W|>nj1(4V1~#b-6Gm|Kg|C;*lrTMcqC9uSaVF;X-dC)5+CfS- z9e_Q%<3C*7Oz_fv%f_N6s6?qjE3A1_?@Z$lbgJr;^;b;8r}C&thgFiv=#{wJ!m*`e3t1~W_#m^IB`=dzA4y{2sK85iUcDGVH< zj@SnjP~nA5;GM>haQEgqk!lNjZLmo$^VucOd_cfkt=W3l7nNT0D_5+m23O;ww#V_N zqPrY76xM7G$9AMnx=e4NnuC<)dHi%86lFY(13+weXTi?7o?jQkO*53yL7^b3Y4|RpDsV7lVB+giy7>Mp}9{))bcm0V^ytKR1 zgWqb@U}z+zsd3fgWh^N>xtK*c?~;e%d-(5Rqc&X|hHr{+Ronz{Rd>r+L1`8u5I!#1 zdTuEU>Xn*TNu>^p3VGEXW$^)(kktKJU+<=n+{HZ;yKw`;n7f9xk<`314=K`thST`V zvuSk!s~jWH9q`}%E6{V39dgt=5owY!+{B>z?Df+1GnMhC_AXaa#TBOYxN3Z5gdX~l zE04fF((eTf6-fPI_P*%l@zPa3Zb{Nz?Amt7jYXw3(henUUq%v3=2L~WS^X1{#xskl zH`X>D*{^M&GE<#ubf95s8oFlw*l!N}@6V%0pmn-NaS_>`Pae|h&R&W?y!+KRrtZ@% zeZ#SfH3yqFs#(M?-&D9{#?I5X^p#oOW+ltqeL}ZxeebnOuz6X!@XNLw9br4DZu2it zJA=t6i?z+|IwOrWUsZSm(CHehGr!QI2{)3niI3T6F^UmrZO=DBW=E7bf^-#L|wO^N?6y z_5LiPz@0zy$n_lDqga*CNNSH`Dqiihy3DJ-)$M&>`!efnUJmFSh05V(-oMk;``aQW z;*K+{JLChG&~<#_!E!<;)PFh5uyT%jn=l+YD#qO!MZQnvWzhr6LbntUSg3msLin|_ z`#O>QP+@#-2Jc_*lC8kL@Aq{+E>*`1My;68v#UxU2x{PyV9WnHHRvrSUCK8M+T!-` zVw2Ta8>6~DQDRrs&qsv>+mi;BJ%F>FqubA5it*$!Hz$ z!+foieQ!Pcn{nMgk9q;rm04>H%qvQH`}V)S59V>`+Rm?SeKjWGQ_Y|w^0$5m$(|ow zZU@ADb2)9?Wik6{X?w~vEmZoBO05Wm+h6}2WmDz#SFf)XBx8I2wr_wIuW<#MwBzqiNg46S zo5}w4=Lb4tq;AH(HVcJA`7@VXA8ew%3w}1`%rtSRCyR>lwes28)6A$oFZqtsu}I3u z?U z3R258^!t*=LJ6oYt#o-Ue}^IE!!$qmNNGRQ%utiAQ2DpY?)qz<8&kS`p~|u~`G4-d z|AGXC)2DBVD4J4V_|@w1*RxALm*27bVMtN-eN`+q2dg;xw>EC>_=uRibRdw9cIdJBW6xeZ zU#4Ybf_}aa)(LS^&Q&f?9(H}55>dF8@2^tUe2cRDQrlerL>_9Sq%-y zZ*5#2A&d~4CI4VXK)W7nc^MLx=(0phrbHQ{v zb5Ya@Wo9;UJERZ=(LIfOvft1-n+O&^TZKcs>I|7E`4jCVG4KWXQPi3nn1tLOf<#cj39G z?EvU>j7?_!I1L&fV^zdEGfWooT%R8$anD|h7F?7v*WLY3 z9v=)+I$JRQ{b1RGLseV#HOpHNgGv$Md#|(hFtfI8cp+Xd-6WajF*ECxHANr^Kmp*P zIb)jvpBuJw#0a^QMfL_bz4-vaoIF znlB*dhnn)pPVvAAfI8wdtz_v>jF$76IF7jb6tb>wRjI`E9~09T*?wz<)V@TN~)rna0Js?Gj ztc&-yGy_H5I({8tPFUZn<`_2A+^hu3oSapQV8M?t#)V3g1;@Hg*J92o(kmAD;Gn<3 zVAy+Y?L|to3GrAW(TA z65RC?lC6Wc#4QK%vJ)|~KvkTYtTpC+`7Ivw3UV7=fOv6S@?wwaz+b#sa&}}7Xr}BE=*3xNE%7Q$54X}-nkW7_5>37QhvMma0 z>^?Vn5cly&bvq#Qj7HykTHlFzl;w;xVEp3*7FCUC0D0shE z>=+`Dr|j1|@+YTX<~~nHuS|c)WKW%dy{k$QJOz$d`s)^(%bKp~R~Y^|SAr2}?a((& zPp^i~I!`_OiNwX#AnC@}i8!c3tf?^HYbqI0b>n_AWvH#!7sni9G69+)J8-}BKocKx zh=XB+ILaJ7y{-3A-bg!9MQ(&V4q0Zz_Hyn`o!cB7m@nldrR~Rl+i=*K<$!v%xXLm_ zCLVouNlF4FNin|9&}YZ$Xnj<{5Ee-H{X%!d63cC_R&_@vVQ}2ZVV_D|xHtMW+?Rlr z&JAd^&O8)1S=3?qLR;~L%P4D;Toa6KNCQv`-f@J+L5b$%Ep-{6W`F$2Kfs;&)@^gq zwnlG|&A}nMmeiH{rSU}TdSqb};1ciucMWKxhf&K9!rSp`(MUJZ5VUnE-WqC7;tjlS z60mqLtJb}%l!y6xQww| z)D_}-KlJFL)b58cA(hXE&Vxl@gYz<*<5Hnp-Lv{1{KP$K3P%W zaS+?D-k`st6cxzK`)AAle(r6+=KS;Ar=eg;`jaPkQ|D}fqs8cG`7idc8iq+FQ(H%Q zBh46Nl~dZ+o4l%kHA7;0|3WhB)}!7Pv9CpPbqmH#KMhM3dfUixcSp}DJ2wNb*pHXA zNhUK&^IU*l=>(n`#C=+9!*xXnv@PxeJegeHcM-FAjNo)_o>p|TzMam= zdj$@8_1cBA%p4xXd|gWU;Y#!u(>#!3MDvU%$<=kZ0u>PS^LyhGoZ?H}i{xL~aX>06 zrWdlb^rxJI9+_^529F2Aeb>YlyG#W}SMbNMDHoATId?s4bU?)@2Ci{{S-W1aQ|-k0 z0|6+FFWO2O#f5?%`1Q%U?18knuISa~Gz#LF}WiGklY3w&CG zFAUGzyf^0zOqC3fSG9R~!mR@HJ!k%F^2xr@CSD@_mMV6zpP#D2xn-XR6(Yp+*tc5KtptAqyjOyM*MNyGuZ912JMCqn^wuFi zW2oReHznRfrSICiD799aw-y#YAP%B%AW;DWs9A^S&esxrOwnl10vadTq^=N8+V$5I zUcerwUFsL`rH~WCN^TaaUsLP-R43)(JLERZ0}3~Ai{h(|e7$y4tl8Wke}ya8MwfT3 zNN1vngCH%*E5Xg1CQfH`2cx}l>rNiiU)YNA<)7_P@D710(6UxMY*$gyZ$EkEv$jzu z)3DrG;3G&7%zXi@lK`AQfTlFik2~bz70*fWNA=D?c^nZ?ul3< zoCo3!N8L`%EnN90pqyUn|876euA9|eqZjV;JsU7mrfdOE;zddW<0hw?8dC+GH^h*lzzW`_ceIRQpNRXT=>;nFKPE2TgfmLb)l`i+^~AXfv}^%^(vfj z%IhLl^r?~nfE@2ce4uASLbkU`(bjf*SxbYG@$s9|g{O-USPs!f`}0zk4Zx?3uqy>Z zj@Y4*Q+KB4DQyxiz-8eM>~KeTe*oid0k92DZhi-5s5Vn(Yha|QxL-!?;r?)Lu!>yz ziN0|$|3KEiHx3l+Z`0oYNig={tkJuvf86UVF;=)vYT^euQe0Qy0}J4&?Gh>;O4uH$1xo`!bvi zyr^G1ff*JFdg|aKZ^a5QPX1L6oo5K{>lfreQ#}&07~4xpmXBw(Pw5L?zGw*?#lHp! zo=fGNtA=n#7v?c!n(Vy-rC!`c=`psCV9Zy-zNrCd0u(sYf>mhY zGqiT6gsR48fNh91{j@Y(HWGOHCALd?V#Xh#bYc}_ZrzwU`?U!X?@5o_JdG2ryd}PI z9Q}HS&#g-~ZTvvg(FNAV9y$3}EH#T#P0<=z7K3fvf8wZKVgM5KP7s=(B8 zRP+9+uTp@~;g1{DrZE}xC9AwSY|W&k6TVdR(gV7^6tv~)3QA%HZ<~%-&GhC?t^aHK z2q^d^R~s_cSchYF-~81d5?AB|LW~u7&V!gl6_-P4RPU=(3mnQ~*edr63-RS0xZx99 zyioP~1gb|C=ZLTVd*?7nycI&<;{@c!|Zl z7XhynBeTd^lX455ES@i$o(SE?c99o5{*M1;BJ%ad`gTB^rN%GNUZhn{0}bnWKTEd$ zJKdvEJw$s^SL3y5XmI#dWDOpovPO4p2F9Dr+$?j}%k?J|_p$ZVR%q!;D;od|(9dmT z0KQ1YEUD|3U*IX~7DsKEDsXTDTk_K$RY@?d1YsuywbC3EA8Gs;Ntx;^T~G_g$cRn%=7(zIdJRVD-EQ+xoB8DP3^k&JuTyiLc0~x3W=kT? z7uWENf76w^LocxzJ753AIVWIw|0E`GsKHPhUBJ2(Pk<8}W2xc4A9I|icz=mewQEJ= zrfi~jjMD+jKwPy`toPCjVsbM=#H2Dx`0z)9Fk?E&()KCvyVK&p2RiQoXkK&ExX|zG z29<8_GBhVHB6v(sxdiv1{Fy=Ku_K*5Y`r1Q`?ygy0yyENn?Q5p74SrwUyS*p!;V%A z@SSX3xLW-Mw@(ys)Aa7|U%jpWj@1DA&G;-G^pLI?E9R6>-_nnu_dc)Q6xkMjv$vh- zXuF||gbcTq8VxmLQ?Z^(GjsV(w_IOF$*+}{YuGr|s0hFt$-U(o?5LW$a?R-~b&?4* zmOyad@3unQ`3v|y@K8`hZt0coFPzvqZ=s11@B_a8x8^yXBU7^*RB5dj+k8}?Xp`-R zE+oKRxKiLu;@DpVc}8UFQvGAqwzYpuA|b1hXZ4NLIna>V)@#+g4Eal;8xm^Jb4;iS zd{qv3fGS{HVHnIH%eww-ItM|z#$Q>G0ZY;o9P^Vw6-5RnsNum6-Z2$`52R1tD>)A- zxgt5GE2KoKeCpp+{NF0>U;jG3WlNmgt|kWWg7r#Yy7iMizK|2Dn?b7>O4_|<9%5+c z6z@UvDb^>*G38%^*g+{QFRmmmzVd)f{oeihi-#%i;RDad`0;PHvn1TX3=tQAzavn}8mFa?Ixv#vf;nQOQYh=Lms@iBQ+ zi~4COC|?5bXKl+K;QSYc*mh0aM`6mGYH&XPr*!t85cvmFaA1b&Z5_Mqwbe~QYew3D zZQorv!1x%seq9hY&W1XBdPqc>2j`BoH+OEg# zX56lfVKu33hy-IjaG~QM{&o?CwO&6>wkPPwL33Jh6b7!3j zf9fJv2jC&%&e!kC2pupH?f)sKjmTV?EzLYLsOJVC(*U6F{H}f4pGmHE%DGB1jc-@N zNgiT+D&adJT^uZI;Z&nN{7@8NCR`u7b57SvIsy&`8UWm}Fl{i+Yq}jIy8BHIp_7hJ zHutoja_Ax*)f)yCif-jqlB*1oRav%wPVROZkO0pfKeYi^aLIle=+2NXP|mCSEI0k2 zAoP}oUKOys^qd|B(2>J^`12lw*@IxEhnOs(u2R5xDLZ{QyAl>pcMdinY(ZT~CtQJ`Tt_ zDKO%uJiTvD;@$6}=tUQ6VXDQX>eZc!a{v&Isu4kh17lM1N>&{`2?KMXl&xI?#JtQ& zzoW2NYh_Jq8x^>Q7id{D+>pMdrZnu;#%%>y1Xssc4$P05vUn${0N%gRY|a1Uvw&b%6o7+g0hIt1g~dIM`R+fD8lkQ0h-Fdv zdTtP@-u{hgVBgsfbSGs)QxCllZdr0bGDtG5irQH0cIZs3$|3TJ2Bxo!uYz79=|`kOaJ` z3ba6jDV9h?NE>KO<8}E-9W0kGAbmQ&0O~AL2+@~YO{24HhgKKkD;iSNx!QWmUFH-A z<_gsczZR@*5|EPxD&;MqH3N@QDWECdGXu&iTY7GWFvVHfZhLZaS!{_M7i3g~k}!g1 z;q(fCYd4b)VkMM3RAy$u@F^nxwM=+hxt%d&PlRULa0ftLcehW=Mz5weZJ1vg2vWO@ zX&+ytA27QNLgi8%B&qQ${@()WQWE8i7ChmBr*OU0z zokV&$^{>6T12%7J3qor_R{;M0e=j$pN4{&5129022oxHuaC4Et8-cm2S$-wlA_axR!n znO9>5Oo(8{(%Y2n6^fSk;4CYz`&nVx@=>)6BrvcepAbC=_ICJ}iSZwxQGzBQ)1kP} zMCz?O7|Xf?_c{>K%*HRM5RsFuudNe!?(oItnjwb>vZdg2s zR8M6franJdnL*s(;f#B=kO^J^oTYzF^?()oEz{Et%qI@&ov;}|ICa0%k9Au2Tp&1X z4QP{H@16aa{@$>2n3RCuqu@SxPxFGiLW>;xw5eEA#*gxq$0ZoshMC}})$!b{?rS^m zVrv{CQOTp!$o`IvIj?=2Wv0>2d(?;*Pl?_aIP!w5t*qNj4tov#)PK{HJqG=p4NA2; z6&U$MG9r=FyNXDTPPJRqldZ3Hw#y7MHO&tZwhPbYb*mqC9{!l)OJ*vOI8@A4W-{ns z_^bBOLV-dsUI9Kc-;`DzfHR*sn>+>%&K^LHAe9 z{a+dIr+Lx;A75V{4`tiFUrCg*q{v<>l(l5vmsWdZXGkavS;lTuwn|2eC3}>8C&Sn# zWZ%j*m>Cjd-^E}ozw7oq&-;Df@AB*OdH#F)H1~a-=W!nAaUSP&6Qy+G+UW3Ft&>~Y zx|UrRwemzBxGU%BdKSJT$7@^2C2%)v$J=J+XwFIT_ixMu|0t2?3;s%~@KBjHT^zld zla$>=B^xR#YhZmW=1dm6T1eWsVDfxuiHVTm9;@1rI`k*5`TzHTp5r8JZgHGgZQe~T zjqA=!Blthuih8>Q)!UAkC9%G0q}l>q4+0sTvQ;+B+Cf}*?_Ev4b_%2R;Ymwk z3Sp=%XS{@+L#LuX@E#+~x!BZz%6HN>vl)DKB}?LTTbE>3@hfGo1;x)x`fHdn|J91& zF43rk#h1y#2;4^2xT>-_N`qz|pQ}+W@nqa1GkoKvEpx})p^Hg});gM*W7 zs`%Qn&)He&-zv|}9Ugl}C#dyg&AN1U(6)4@2Zo>Is`+XNr&{AiYICWbW7LhI90~qT z8Waiibl&h1!?7Ezic5$%nJLLRElzJ;EL-wu`M%zIbCI%#>F&-#TwxW9 z>U>!I@a#Xw97_h5mOiKYE0!bwmssAYzYV)@(`&m1zAFQ(zQYy7fnq*9-$nHOxHp~| z_j@=XSR?IjmnDu*1PZ zOKQ}Hdf6Frif4X!tiv)!KZ4XRpAo*@=lROi=TAvILk}Vl2Ze3BY2b#JgMUtjGa+~5 z!zuCd6ocjgJ&fAWCZ%`DKX>3lnx+lt+(Jb~4CXF)BTBW8$%?gOQn$vb7Miv|Q~!o5 zYqI03D`{H>soL)$A);wXIf?(8PnWb@PLLu3tI?ADP})Gc`8Qq3@W$5<{*Pb&)(!jf zo35wWhG*%VsM^p->URgkU&f!FfJ z!q7egFf@0w6bZrP%Eto=- z_EF3)n&4r|H$L@xjfFnR_`NRd;QWN#sSmz<(CPqN*}=j0;l2^oxHlH!{T(CaZFzo( z(xL64F|-ezAoqRzxA)`Gv*)rDyaXsS{ODYebVrZdjt8)lY3e~K*{8E+tQr^^EmSTD zJAm3V+<(7L0qcX;d!B^+{5*Bu3X0rO6n9&4k*8zTS}PQ%>>L?onT5IFD{hpPr!>tomzb6%J&uN z-s2>V?Tq@`Aq9>k4aILFn4JHB;WqotII>u=@Klp3gI*$CF7{)5ZdK=^Qp)`` zj5XFxMER{bDt$v1xY0t3>wE&59u}_x+~k9TrcM68J$Jg|A2Kb|TPY}f%0Gvd2wLuZ zA#NQ7xbIru=;rhh_)@%Pdph%E0xTlHDu>L7g{Jk)2bZiB>*ZO+6my%4Y8?`cQ|IH$c?`!J9;ppZdk4UNGV*T`%R*KGu9EAq@gp!=V-_3Rgd z%MGz8t~WKr`EC49wV|TBdB2Gn&Fu=liM_HhM8;kzd0;86|n+JBR^I2DLjh`hhE=cAM2F#ETxI z-2>C+yaB`LmyF^D*>VQp+Tt?f9$Za*6SMR7^F=d{M>W19Pt_RDrNXg{Zo5@}eThiV zQF+@Okp+)R4N9l|1Mt;fbR=6_ZKYWRLvLb@V83E--JAv$UQv!9a&*deO#iGy)p-_9 zAtQIwl}aZs51`Q2e$DNd*}Fz{Om-i+_Df|wwJ;=wYP8V0SXTR5lopf&Q9geIp;-crj@8=~cJNgO3Dj(K&`Y|3-UC_BC63 zjzm=Z*+Td=M@xt6?b;9G*z(&oLE76{-Blr+M@yt5QL@^PcV{cu9s4ab0ho4#s_?xNX@A5NgjHNOn6c=6Oi=tnz{2_==o{_AKNY+O)f?_ zc%I~4*~rz_Rfaq1-8s(s9Zf7+z=A+-7XJU>f6F5Qj_Ug3w5AjHXyASwp1ZaJ2`}rv zgVG;OX`u5%{$4t1>qkk!%Vm#xmDt|z)I|9A?C=lpm09F0CV69rU3ig%B@ulwudls& z{u{LqwE0)^Q@9M*C|8K+JDtaA5k@s-Y9RevNFVwX^ZG@d?vKyJnA6$f&!ekTgr~~7 zPH7$Ot-9zPzr6Q6(u@#I&|CeF7+Va`puMiH;9(uv@3C6&_USQ7Rt7qCe-Fn_0@ zN_j3*B;^aH#*Y;-|Lob*h7= zI^`2Ux3*-&TZSqn!4G~`!9(!Az#oCNzhN>h_!>mnUPMtMj!gwtt?N;`U4Tdbd08BFy!I z$IU%++BBbhv;jHl6YC7P#bZ8P=Z*2U@J^_!C<+Z5s52~0)P%=7+IGlR_E`87}_MUQg(bfEn@!e=7r}y2v<>AVTIi zrAKFLMyq@2^bd5>{KUr0LvnZ-=y7>ZaQy4v07V3zl%XGtW4+H?C`D+#(0WbJx?$9E z!cQ6c&tK_f;|c8l3=0+2p*UWp%?}e{NXv<^z|-N4_X;L#9vovyYdTg)k{yr9eu^gY z42-x6a)1jvbuc2#OqYY8821vuhh8Rvi&75LFzH?GVQND&Hf@|R@Z0U!B!B9$Yc>*{ADL&1%HBb4PvG=nI3@-z=RxhO8dm#4gIqht9wnmm_Ei7Qz5 zP9Nb=GUKxQ6v878%|u9(-vc=N$qUC#_f@Jp@kt~Q8@uBzR*i#){oV7211 zPfbk=zB{7vgz4%|)ZrKAZy%GLFcvxU1Yon`g+ zj zI?M|J{Ry+HsZNEsW0Fn_tONAoZ{UbNUCDd3u(wxM15R$$qU1$aBm4`S!wI1!R8yD! zlZfesri!EegFNo7b3;FkKr{^sE?GIEmQ3b~+bOy#+u3C#Q5ta@DH6O#9b9sq_ z?R?9Fl}h_CrY^L*^}<1o1MqSa0+*<}iwM3J_f#0!v3=Jad(Ha&T05C`!qG-_)%ex4 z-)ix1zES;qG+TQ*j6gj2_eLu1BrqRk`MQ@E<=u?9_&V*8+K|9j>WjCHpD7biSfj+R@8B0KVl$1?}>1~{JPjXkAA%oFq;o!y&k1d>>IlM zEC^s`YiP-Z0oEG}tg56~(cU`lFyd$e4FkHyv$=c4)UdXIT>p?{+UjonerbR6-O}!z z)s-aCqP?1FH z?u*w{k2*m%4Jy+J?R;6%2+<}cT4%OY@S95mWkGJMoKC#`8GtptVx3 zg0dRL#_ko_H;oU|u@e*kZWQI>7P84h*Fw2hzn2~yG;=c{CD=l|(n=L_5MViA8$T(a zdq2!G+U?P6>=VgkoGAis-A=P{E{y^a} z0zVp}Shn1Njer&}?PMH!=J@(^&F)m2J`ha+%o-n3Um?3EF&|r|WjcC6tvlxAovKzV zM4##}%jYg29R!#Oj(UTKucaA?f!-kQ^ra~H(C83pX?Z%(G)k)zPH6;R#AhmC@m zfeVSkI5nu33!;pFn3UbMd#mn!MkVC+|BXB(t2e#*gG{&d>mjl;j6+?_oi} zu>?q6RMDSIXp7zd)WpPuFwl40$Yy~1GNfcRG2LYPTg*tAs|R~{uTKW>bL_=*lV6oQ z2e)+{4zz~|Egy~x!*be|4$Ai{*Ruq0pS|ZDj~0&ZF0hJTYeJFf>@!#8^Hhhd4oF@3 zy#mDFuO^-6Dku>yBR_Z~8A;)7v5FEvW4iG<#>wM_e^S-DuFLjaB8}o>yCwPj$rJkR z662ha1TrLlMi}j-HZe0H)NgWlW+PTd>SzAR0Eio6L}G!HagyGr{ZQB`m%*}uJ@bNQ zb@gnwLWS($x|j7EBVnRwK&}*Zm;~PQI5RS(s~$T`@;wt}G(Eg)K8LJbXOHbzyLRy8 zmaS!|gX7~(`=bUT=!~l{ZVxA@1V~ z@}U};LhT2;!Q5UR2lOhBfg>`ZZaQP}oemMzSnqf2w;{0>=tn@{D6kQr7@m`}t=?dgr zo$7OKZDz{b-J&>fl46+X268EgzV{JO5C8^-jBZ()6=KP?0ijTE5p2gFxAvpHU~5d} zSYRIc>g9csrG51PZ<1u-r~>1M!PEK#_BcOi3EasLZ? zCX2mrr$H!S^^`agQ92`)F$m%%p9l|e|GlVkF|i8+R9M-hUJ_^DwU%ZkP1ACVh|h%k zV(w*?FuHcr|G)@~+EAe7$r*l9^{hvQK~?Q2S@y&9Hb}UQ2D;$Td7rCFgXeiq1W~qh z3vR|eq{0Q`VIh7N+v`!Dz*}GOP8~0Kv2Q2?OF1 z3hLwA+SwyEkiN(~;EX^{(j&*0B4YOoP{I#-%}`n6ZtZq7k3B9H2Cik8kn5Z6`itA` zets5>!&D_-1K6tNy6`z8tE3-OvrN7_=M}eND?Cc{H0$VC;O}f3H_~kP^X>X{)pFMPKsC1=Fv_COwe*$yJJFnd}%Iqmm8wKG;a{iAfj1^6tSFg0DIc2Tk z=8R!sW(ujR>AF;9$&}vio|59KSPjKsPv@>bI8CR!H@+-zgV|Jg<7zG(JBV{$u=)lu zjI`-M=cO-}Yc1E*F-M_HIhH58g7!Ufw`qasm!PL18Bguk9S_h5airM|b|2DG-i7CO zK07X+s9RDke{y?0#h}s9=+c=7=T9t>tDmVk(UbrLNX?}&W-SoD4_Id(oj((S zH(iwD_PBI=u*z)zfgQq1>Ztc%rmGo$D&Zy=^N zv{GrE$zC5bft)baR6lc!EPD|L1RO97dwIQa*ZQ%eL`U6Ek&YK3d;G z>fUQRp2mt>6u-!7C|hT6G@4Y~LrodpSs0H2H#VhIOe=ZM1y z(_HE~h4<`?!DqD9!1Bu7gh9(5>S{Dw(%0i;lU)iD-2o3zbqWo8DPTc> z?X`Sg+O}@E){YZKE)QK*JcL>wx*FcthW)FRajS!-bvUsIo_VA3mu}Qh-99;e?NOBP zk#|21dkvuUwe25c0u1^g5sx7o7sTA>=`2w=Dpu;1?D=9E2+;ZH$k)-$gM{`m# zXVG0=(l`!c8PiBJmUPZapvnd`ZlVbKL$zOjLc@VUsK^RNT6)%Y6i`iSTb zc$5R%(~QWRuQwH4GV-j?G(Vs)C+;s!Rc3|mJ)|yPS<|F0CK8%U|NQbPgYxde?3_5l z2|A^W2@L_fV#;SfNyUliLU{G}?Kjbl4@o)z*|##*bI0v|rk*IB@J_!Xhqt;a>Lg`` z4AhOd$eTv^eYS1H8}lIIV%yoQL?Bv8oq5OwzEE&R0toZQ3ePJ@4!=DA^q3+nz8q$@ z%UY1E-AIo!F22}v!Rg7u%v=UQuh}V;KUdGWG{u%lrw(bw?&UbMI_@R2_MtJpC|$Q7 zmto0NhJbA)q82uLMZb&Yd(Wl~)7a7s9QN5iuPfU8@9ZY+%yu~I_a@TN$ww8Dw+k8o zyDXkNS#RdX#ryh*zxM$pHmeOO;TnCAXCz9r|45k?K>35?} zA7bUjau)HJg+C?YilGg-VK8KcUpAV|X7Y&J`|&I0ODX2-MLt<$clC!oS}?GTa?Wew zl01lCOV3iqSDz##ivcaTO9mO-N>co-Vnm3;>%=#;2O5=I3k_x_jTcZ(BnGr!i%OA% zN!e|UN%do*Ud#EN(xre){>LQ%2w#NX`gJf+E$xJcu(9cMl{7eu&0AbvIgEKRl+_oz7oAcZ-d4`cVgWsf!Y^;u z`97oH7DSmJq1`+IoXu@X9a&&r3K`wRfp!f_ilmqlJ}tGzjaf>*$PG_ z-7#{)XrYJ38%zap)}WglECb;BI%i5zsn;|4I-ue+FV-6iB=r2@j5@rjPF`c9kCBZJ z|B~>x`0fbEv2;MQmAI{Cx6-j4$zI>JFT+L#W5#BRK7>AVBD@VYh+ZlmlR{9$cgV@#7F}DkPpOtB$Kyn-u>q{xBL#5~>U0g%=7X&^D4#rqn zz!5HcGt%7n2_VP|9*iP#>jl}~dl$w1EkoGpLTrU+KQP z>;bYoTYXnb-f*H=*AwDaM5S!x^B@8J7;gEc#L`W-=dhu*cul1@&X?y0sTJ^od1tc%^sN-D1kQ^&(3FSIpo-X>2Qn}al&qi93j@=RoKq1WD zwNu+&53sANa}!5eyqb|izCF-{2|WtbHJxc{XB`Us^$g_nE$p+Zi!358rxAF0aJq;m zng6O=FJS_Hz~mqy*)}^`{RFw(fbUyh);Fi@uFom>r&V?^RBrRCS6VHZ^n!74woOrt z;$HkPOHmRhM+_yLHG5YD6l1M^On1LGFJ0=M2cq7yVVoKE$op67WxI!s^rc|Dgb<2S zFdm%k`1pOC&G6?^=L6$sF$kLX{~U zbUt91IXX8jm^oY{Rj(^as=RW_eK@Ii=GimP8T3uN<_K_8*G%7bzia7aIv+ph2pGB| z%vCxFHJY6%b7+6xI~F>Q4&$5>$*ZhgAwDz%(sOk^%nxSW+7vc<4o!@+&jROb(`nKP zXl%yzo3$9ay!!{_R!w7e{`bDT1V%*YR?x;G+)|u8jT9SwUjFV;HhLi*M9eY{? z(VZuIw{G(WVu~-YYzphy#ddU)hNV*y8YX@cqzu|3G9Xs4vuu_@QmBDT0`G;G&EO9o zw(`0>uFP6L&7CeMAW~@kbTylj>kDY1ym6!cS6f)Z*47m*CON1}-6HYvrGO?JTk4Z{ zQ(f;Dz3m$IGm!i0w%@mRzxo#sC4D~IJrMu=GPO3&DL9sS=6ur0jtK4knc2je@g_Y; zspda~T>4Jw-_u`#mG71h?UD4#y3Io=7M41W_Y~BIxNbtqe58-OHc7fo*tih9op>e1 zPvGsm?%s0;s%V<#3Y~4FS^t-&Tm2ALG`mD6`5Nt>>DX6z7Da5$vlZ(Nd@bxux$hQ2f7K_mx1lq z)b#+<3~z)=YL#Y42{Coj{Dh6!LH+!?+cjCt!gMo4;XqFCu!cH%k{`$^F6zoWU+M%J zO)iH@hS?bpY)tIsS$?X;yBIUU7eomouLK{Owho}MC(4kJ^#gx?j?YS0e^MjA?&V1O zu{O|6Uyhxx!k=Bc5l}JeL|H6xI#vS><#9jTn!A2YIc@E# zAh1UUxMX4kjDX+}r2^a#V{5qFV!f}xs-qxRT|XFosutJHWq8Zp5wBOJ5sB13SG8C# zbG4v%wwelM$;2}R+Aea9LyOZlamQ(+w9g?a_t)5Y1qwtnCb*vQ8w_meShJl z5f%9asHn4Hih4X2#0N1JjM6or6Q<>`zK8{#Bha z;L$SkJ%Id)DMLTjxeHP6^XBP|`Z4K9Bd#h=a%E@WgbzZqwZ(w3YMa#E5nN`bxnF!) zTgsV$+}N83h|#-?1aLCd&g6zSIR8cg^kpYR{Zy=~Nb$)Rv&5FBjGykc%{>cf1+4Yo z4lK0fr?4EZelX_L1FNKHM=>TnT(G*Om*>$#_ z>~6tl_rg9!>bz#jySb`J9lCHOmIMdWi$Ucx)W}p4%{`Xf;#XM;`(@0Gi8X6qdn4GB zo`rSiib3K8rm9973ecTmg%9pwxmKWw-w zzq^Guli35vC9~IaNeT*HA7i-WU4Z>XWkHI?yinD@^>-CQyNgvFAbZk}@BrEPH2@TrC@?aH!0s|*%r_|^6-yq;&k{HypUc%GlN@YVEbIM$h3h- zWS#IkO2}$MrBRLenaz?AP7O@M(lwE0Cempz*r~nMj6ImcjF1_Ct4-o&M072~O6{2c z(}7$of7J_?Z|?Hln6@S4@JV1p3cAh(X?L$)7XXuwNxJqO1<|ZsmFjQs9FUEqpY0Bb zW~BDOr$=Thuq3ofCp^HgGev7UY94o!$WTeuP4Jc1{pLMiA}gU&!pI8|iD4RU$3=#$ z4_%Si035%%#MFTHmn{YUBcEw>PPmtENx?J^B7Y#LnKcc~>DT5t6}T``jglm~XC zk3WVd(<$F*sHp3E1C%I3o3lLqoYJ0vUgrEIC%sOc{{<{Jd6)xM2}Ii{K}f&o1Nw!& zh!X#HNXdd@G0xIYtNNZzu`yRZ;FPE%L<8cK?5DX>PF9UhJVU}>NV#Ie`imlW$OdZW zxXWSIFWIVWG`%u+FHr=yjw4?_^UN8DOl(G$PRF8mItX$rhb8O>S$OcDP!}xjd5P#z zymEaV!-hjwdxyb&_Iot`Dk`XSLh;HfxzLeNG|~p>dN96tGRea z*2BzUovTmfcpnLqNi>H8WNzzjrW~25w!Dr|@-rb5ZabKHY{!hhOarY8OZeF@=i2BY zc@wBf6ir(9*0PrZSO0Ysc*;5MIo-a4iTiJmM}2xXkekL;?p*Ir{mJ)64;;VQz9r-l z>%6t_!9ngN>nw^I-}TtSVRi(cJ9+Bi&v)w%iyr5IDRV)N%X5D#Y73al`u2!FlFXfN zZ$0VM80oweo-mbN93^*EbT;qa577a}o2MXpGr`)X&F}T=1{=i9JD;p`%4S$de+9(8 z@0{{4^Dd5u|FprxLZER=c|W>-^2F4`ytS;!bq*73iV+Vs2d!2P{~r(Omfbg;#3+Z z`uqnzmRxb*s3_I>t(D5i&Qt94qW6?vGf!j|<~`)U88(syj)l(~N%Vr+E(VksbbzNZ z{PtG%JaAp?TdUe;vjY%uJhktNt%6h$Kt}bB*~&)k0vFinS;8z0(Vxj9dhJMkWPc$t zwW-}ztbE->!pnH4l9J|F&dI?N96;Ku5B;$YX<@+G>K&R)qZL<(66D~^#{&t_q$W(~ z1_bE~REA03W)WU$u|Ajxv-S3rILOTCIk3O9zqOy6()gnJW?jbvyTQb=u2|*?lI24S zB_$;B^G|Ctlve2IPVxDduTXtJanY3SP;h?mVYpnPhV+tsiMpJp%kStW;IV7u>Q5Vo z=aP57trefqkX@Xz4HL*T631h zFWIZsOB*sK7s8UxOV#caO*(ycU;J(Fy~9UIKXqcX(nu!^ujG4dMha3%2E2cqOs@R##`L}oJ90}(g0Gid1j!*V zG3=u0O0b%vx*Xn*w5smjJt<8y;jLtwIU)hZELoFx3}U%=H5=D>vVG=6{Kq}uw?A4s zj}LhDohjY22rx%3559B%_MYF;$mYXycb%>U8b?itC&)lzE@bd;(qI*^3>;``0)8uonF<(s(viOuc_5m}p1^*xTWh8P%L1MR>Di-Hr0SwS>e1|xMVXva z=-)%8Wm<#ifIWjxD5CT9h((2UyopCvy+Jj)5u*rv?;p44D2a<>Zm^k9yaxB@V4E1c z-rj43HbH4uMckuHfWIYjP1RBaYR0b=GMz!K#v+d80^R>#Csu#bb`+@Ay_eaa-@&Aa z9gKW>Ri}()xPK&>qNsx-NP|V2p(VZNOmES+VX&W$X@0b}b5@#3WOmy#*E8^$Ybf@f zRPY!4j`iNhe6)7Le*n=brLFz_0qb=kW#UH91YFlA6eAd?vI)VN@tKM{MPO-I0 zvlVFlp8C-XTPz-Zzw3-O53<5kCtFsl4hTlV^u`H4-VG{@Ect(5xH3h50_Oa7?cV3u zfnz5EKkLgK33ucEhPeAjgUZq(`tb8dGLmcn5e?imEG<@Spm9j8we5U2YK<<@toX=~ zAx?4oR1jDUaNtxYA(Jud73|>%P1MELIo_#G6uv-NOI^rYBp6x}i;OKeNi?~$tRMhCY>A|)QXi^YofK#(f4woMh zYt}#b2~ra}>5$f4z@3%VRR709qi@iO?Gfh>k3)yduiaHwF)-3gLoqNq$J&&pXCY%` z6-AZUo<^F0k5iR#z)C#&M76&U9UU+0@wvYP{i8VAL*C*R^gR$Xbqf z)lrzR*TX3(mJHfYD^XI|H696_f;m9{D{JoqL#Klr9akU8yPddjuFl9u z#$)EEPG{U3P?`1ItIom))6sX;d;0_9lhvBDwhq;q%Z$*~245%-5v!jT!?=~ly;5z~h&#iu|m$py`{gk)AmB)8F8 z{maWC4nn}q=m$LVvzwn*f_5F8B>ODzpHZDUDaBO%8&Q6eHT#cMlYTaYmZ@>m*^a!n zckB-ke>ij$jJskFdhcS@A=-5Wuy_*`9tWEgksFnXrVYVjU*shn4}9LbTRoYOY?B#| zCfuq=n7eOR#$Pl+ruMvMRnh|mqJZQUc>2XOZFW0+jav3l``o-OXu%!K%4w$Z_3?*l z&sjBpS}UpMTvjPb6lFWx9r$Gu9oh{mY@&HCO5=^#68VTRjaYvnYTE)o{M-|Sx#eMN z$GwZ)xhpE0hKR0A2O!Uve5) zxRB;(LIB06~RK1236+dN6|i z8*Q41&u>KOR^^CD3NTxk5Rcu@6B%ORW=2lwwwLWAn(|~PYYNpTb=32UoT0(nii!^+ zd1=_bh<)m&=L__UqZv@?b}=3jjSBE1k2pB#R_sqyKNCf6B9y|Q*~a7vHG{>eRG;P)2Au zT!XK0@pi~k>0L`8L+g*%iAGrv!BzSs$R|bKFyM zQ`F8`KULDhq+|}v>yQ6ffdPoV?ziaspn9|yGI@hA4l1>F@@jU1>f>cP7`l1*g%VtV zW1so8dHBn;XHXair_f{9_p;5y+(KlLILB*HRI@;BlTg4gC6EdRjMD50FM$WW>C|gy z;DH#X2SNQoQrpO;lmu-XZ2~DFy~)-Tn2(cC#MMEonV7n0z zR?R>3JphjZQ9(@z{hLtR^2c@)w9`*!K7Y+unP6BeVu)?o3IyQlmzQPBd=K~HITu7X%3@Ji$ za%g}CK-0n)hnkws=Vp*^uCTlOOZs}+YXxS21WZR0k+ z|7r47JY;}wY?l1E7ZQY*MS9H+5B=d%Y5|gd$MMhY@E7$yUiK*y*OjD4r7VZ?C*Roi zQX*xO-u%q2rhH27T37wVO=c=Es;j=1;nDn%|GaQ{^zz`_<}+tdDqRU8kfEAWd{M_7 zX6|Ah$Vt^@?ICdcvF!XJp`z2Zs%=hW%zKhcKp)S4Q6Go6*T9KTsIR0~A9CAD!M0&_ zHxi`&gwX>Dp0#ap{nt?mN&O#VWk8VWzZL>FiGOi)`kWA%x^bP-KPcAWxA|t66jYX1G8I~$O z8;jz==5DO-nnf8mlkHzqsI6t+^o0O+ium727jx>_GWlwoS1#;vV1b#2j)6?9%kF&9 z(8iX&9XUlO8_vY1&gchL68QxLr`|H&A?!6WNko!Z+itPKKqoF;izsxK45xqa@rfC$ zY_p7S|0DkIFF(0le{SjH^o+j2&73dV$$9i?NB&N9XVm!-?AQD&;m z!1XTIzwzoDCgN>gqIlL5JgcALEdp4`l}?Hyp^JZM9QrV4CmVT6hUeE#48Gz5t$fym zy*B^j;AbS#566ibhY_(cIu77DI>G7RynEd%Fm7ml{kViZ<0jAdoyr!(dgW&{o1f%_PWO;x>bxjd<$JtdiEKo_^oTB`RE2aU_xYSh|n7x4SlrY?XL2a8^AQKzwB>PDusHpO)5q2jo z9>I4yo48FMhy z{{jZ22Wuu&;dXN4rX%9DRAK(J`0#Rti3yf6MXF{#i6ss+t_@y-Mb^JStCW%Uw%i)BBRczlf z9X1KR2geyevHG7}yNxySRWC z+5&=pm7)DIn!w6^R6C@)xrLPk%2uZwm=hk*%8?r8qS53h^WEl!jR*2G2!z{uEAiz0 z4o*pr+!#s>$Q#IDzCLK zSmW)(0BOncb18J$tOi=qf~?diM42=Jm^*YislD8+yE)!pe5@F(;7An4W=FX9p|k5T zrid9z0dd;*ja4=0hZ7xFoBYl%iA1EDyY~Vn^jOCWUG#bsmK#}6MZW9mUfVl$QP&-}19>PmoLPMFFa*KAs~cjzNH zYw;))px^!2Vo!BQ!~#ky6Nt(cSecg<5%$liC+{6s)7uq7B%Quiq%QTkx>QF>Lgeh` zk&w|?>iZ!+1|_kJ-XF9?f#kNMS6T4PCJH}bPR#!&O9c!CI4tZ)n;u!9SIxA^ zCtyRwGGSpjby*a@U5i%Nj4QrnJ%5YPtL#riwa|Vdea_( zVGuOj5e8=R&DaCSX)_LFI%t9;QOU`FkJJ9p*uM))(?di;v&hA=kZ{=&tpxUeH@6mG(-yc{PxiN^)jt<%hZe>-(x7HrXy=uebYf6TwTx% zr2O%c@PE z7f~+qqbq4;?V^6dWDb}x2Z&4^^017x33337%kfe%tqFDs11`gbV9xd(jQ*0jYSJa_ zIr^`4JhsSax(h9`!c&y`o#hBqZix@P;E}^RX9{vjXRnU#$Ss|h(JKHwwLs7h;seEZ z#>Fqftsi6T5|s-Hg(2ESU|^*UXEgw#A2#|>usFEJ1aPTaz`MS^=?G4|o|a3aqH`M+ z|2tT}Ip5(rgM|DOmid66d9t2EGNO!=x4j>5Ye-%=FH%TT|GRT(hhLX$a~z+RQ0xc0 zc~-7p+Htn2W_IxYH9Mc0;oDcAVl%cw=z>wCYL#ffwjCwJU^An!i%`vq_@6Xaj=BWrP*B-$)zc1j)13nv9?O!{~s}6?;_=;YzFO2ykZBp zu9#>n^Y6iN=lo=#5P$?Q*$YwAmNp0FbjuV<)1RAldmv3Kp;q&3a1^AHgOaFi?-*=G zLcZ_E>Q2cV$io_$p)iF>ycRoG%x?W;g~G%p7})kzIH|PsFZtdD!*K_?>r0#COyX9v zx)M#507ttgLAy-x^1p_&M3PoB9k_VgB!Q`GATU!) zed}&$35h*QqYoigJX&S_7xl_OrEN(?0Bhv%&*vT-C9n9~U!}oC_|FM9drD=c55nO#s}~@W2l}ctWTw>N z8wVpfSL?O8f;tezgC zI+q0A;BBmaI!#I5`6B0`Yh&~^uvbX0B0$PwJ2zgGCHPw=+_(NXy&tjrv@?(YkX7q* zqw$f*m0#^wK)cR7?2>j%6x=mZT!K(4^jo|rA$71ba``o{U)O(N_|)Rt|JUBT|3jVc zf#cKKO>Lsmmb(;DiKN__T9vF)(nh(A5)$K@aW`F2E>p-Tw?rf%m&Sc4GR%Y|27{@_ z7#Ww07-Mdq*L&3No;~OL_sq80+g-pO2U400{v&RJ^>~}ps(f*78!I#-r?H$BwMbLOf90#U7xe@Sz{1Yzi^+n zg7NF`l_<^Y-vT5a1-{JCmmN>r%|JN>;%tz~u}i`1#g!HM4Z^2#Gj7KQHon~bh*qtT zE^(y=8|Yv_eG%P;+#m|NmABmWCM*u?U7ez5IKRlRu43vgnNfYl2I@X_`P`U#L$V|C1x|cuxc!>Ch~8=0}~9=IagGM(7fQfcEF%pJ)fjYO)4h z^*(`cnYfba^9puQ3DYV&qL~x0qC~edd`Pk=(Mhtn8GrNTPY9QT>X$=@um4`{*g2z~ z%$}=ky)iZ21Mc=2X9___L*w;kGry6~!2xIg&YrBZjAO?nFOl{?h}BS%eU0;q3zt~- z?`v7jYqvhW*rqj5BRKcQ8H3A~g$kK{#ZcjF183>g@9YbPeWdC1f@AbsQ~4L?BB(Cj zT!L-kL$M3D%EQ69_iD8TnLaXToA+v6Okcf)io~$7Y!yC!?=EAL=arM8-TrKL4|;w<;mM!Q)n~0?&u=$lbKuu>-l= z)aD7)o;cKIxPo1wz;tV2-M;M5KQVXs_M_=+!J~)rU+pdT8B7yOrBToZhvAo|6O6vR zgxkS4sbGp!ePhG;_)12`0H=UkQv#J2hWD#!Kwf-ll>w;w% z-yESMwNx~26ApmpRN++MZ?zuV+A!Mp9?^v0-r`BJaVm(!P6ZxWef{IwP=T5x5iaU~ z9|A8h`p_>quzQV9kXqa4d=uP6i2*47d})wb(^2*M0RRZnjmu%Lj7z0vU5 z?izb%B^ zjH22q!Q{>2I4`zg=8J|-iy^IXzui@8k3YQm)s3=w<6<%xY?mQgC)Ana);>WFXFm{n z-i~G6;9AX1qbVf=sgCH_$G=CH%Yys5d;0gkiC(_F$N@VdZ7r^Ue9Vog+AxJ@dd$zw ze7+-AKidyb^pO&crj^^fE&W~%#)U(l>d-l;u( zn)2$!FRqlD%h2iGIym`_d*Pmncinc9f54Q=onN`XsO|bSlOC&4HLwL&=b+ao_b(v? z9leR8D~~A+PDfPbBN5MASKcZa2yi|S>|+RR8*B7?A(!q6wS;I;8YZ`S`_Eeb!}O@; zXzqpX?zNYN56Zz9c+fFtXtDrz-!Hv=3YJNkN`v+c(NESQ?>*F(1r_=|zf;GfwHUX+ zEcvrCXQjaaCOY*BG|vah&6Jn68Iw}Z&PNq`26boOgM@?w8>mH*JC zBA+vP1!2dwZzNc6MYwFavllc12Udss#5nDUDYsep2;HJ1YL%W`fUdUrgZ&a{k&4|0 z{hY$&^ZP;|6&*ZwX!K2q{9@hOOC;@Jm*e-mq-;)ym`V|)3}R!izwo+UXO-s|9*|J0 z^w-tA{KSik7iR80v(sl@d?Z$pArB_k-}z)9H0q!klg?xEcFxZez5a7q-nyql!Q1yo zEv6Z1X(#JN9oT~OemT&_E==orn z9;zM2YPsHI?7j9&4CXs%kx7K{4 z8Y}efL9hoewayC1Hx^jP)l84d)mh_$czPmZ=KwV#Rae#3b_K6Fe;IU^S80Q-fxP<* zpALhTAp4+cZ^i@2NCY`T;~~{ATzqO8FG7(+J}9wogB+t$&76vH zzWU@_Q($JU^wLpE8Wcs6RGya*=Omxo1U6?z)*7muGc;5Bxr48idlfXlTBVc%1H$bW zPv4Sb>M_cCFU#M(COE&Q^_kAskB?_BcOLQv%{kvi*>zV524Gkcdv=wsy4*Rbtq$Z~ zBuGAr{7*vbbW%leb&KFN6(0&g-Dn7**}87W`ZS7Sde4cbAtw( zjujMq9lrX+Xo#OUcKy3l><#1U%wKPM(T6s5Vw@0QDbnIWtVgN#&-UQ@;b%wRn#}B_ z;D#Qqi?|ihSW~*jehj|80bQ%pE?|ruWeL`5E0LmG?fD8Yz_~KG)9A+nP=W zmuPQ2QFld$UelO>6z*};^zIMTpR?+?@p2Z24spOe=jC;>ib}FaU8}se-Z>oof?s>F z+0GYV)Ti)R;~v5qL?y9F=Z#&(1W2J4Il~cJD#P9h z#v1V8qW%c`KN1L{oisuFZT@L_?#d~0urj% zlucXQ{MM}qQXUlpr}9v|^dy$@2Waa(!(o0|;bSQND7;$1i<4=a;+P9S>W+HH3lQRdWuCLL;pT$oK%v=h=D3h5>)t(?Rq}Q9OHo z`tj0Ps0q|wcXFYCIw7?cEX;CjW_;QFTXG)~Tq}*$5Q^qiHh@)S&D+F0CsU6fD(io_ z)fwx3m$}wvW4pGx&M~Npeo{|RiSELZHAHG^57d;N%)+K02X$?0g44|n>+>^$T@pMO z=W{#h3Cd=D(-Fa5oV-YV<{_vvy*iA@c@DPiK0|^yuv^DIQ7U=u`CQt5qwU-NUJxku z`{O9ZjABDf@fnKRGsv--#lFS{Gp4mcvw8c?m%&2@eK`2d$8;GlF19cxC}-lm_5P}x zFLoPkfd&pZbJHsDd5Qk8SDYF!!+E*!_T9h%PW^SFfiF*KP1Gyam%7xaWgC8Cfc1~e z#JQ2Efdh$i*URiHMx*?x(6%zU8OF$MwlU$(%U@JH4G~+*gPexzjc&STVxe&mYmn?x zhXLN}ZI*ufa~#nGjlTZN?pdvT-@iLOw!Up03JiGIX`!F>$vxIc0+N^pto~i6@~K9L zO`0c}$F)R*L~lS&wF9APRE{66(Ns~5eTPFFUFQ@|&xl&*eMsiF;V1mDiu#{2!LkXv z;G)^{4=aM740;%SWbdf)y`p`@;9O#m129yBTCu-~lX^4G)N4_`j0I6>yjQim&{^@l z9utF8rCsCP4>G$39#vr1leRzQG+(_NI{dOl8JmQ#@W1)mE@R|UUzV31xSa4tqBPg4 zE`$7gHD#BE!pffutI+<3rg}igrY=3PXZjb!IayFleK0@Fu@5~D7Egk%V`EAO^D-wW z>cmBd#~RSZ^VpvrfIi*Qt?`BFhF$}(x$^G__G`_J0Z6!U?U}Zs|&l@j?w_pY5 z+j84K-H$N$+JY%gS^HD#^kb373$t?*rO!3K&&~x^hm+De7c6rIJ<|Lrj{?Esv)VZW zqj9i(5?rJ?L-~0>3R(7$d>Lq|T(%_`mncbGUA0-u{D49C+#kP_J-xNrjLjE*x#>?| zyr}X)UfWxFW9^VHG?!twZq}$={qe+mt^K7AG;yx<^it-k3^7m{G*+CVl&%=uLOaL!DN5Rc46oiBYghu@afI1F2@5=%rh$pbeyQR=}t& z595Fx*@|WZJ5q+rZ?_#sy}^0ivIE-aC1I1&&N#60POQdy+%DYOi*md(HrOApx|el2_Nt-0%@<_ zkON?`K-3?be)>Qo-+vkjUVQPpU!!2jY(ILhpLKiW&({Lab$ zmn*gHB#tYTS*;G5l=>C3t+bN`tkbGCQq5!ps6avE&OmeyE}j$o{W0Vb#AD@8K0mt7xbKOU&6di_)4e++D;o}>+|K^~dr$r5$iD1I zbffOvaOMn#6UCTKQDTJ#Py6@=dn_31mhycvZ5H-?COpToiz?j2UItK3W~+q{Z=swm zf3VGiw9-0P$pwqOFT}V`M9Ayf9T`Z{b4%$s^(}NI+3C&4J&loPDK0qD45b%CT}n=9 ztcpX24Z|H8#$Un%uiysl(BF1jcx(_h?KpD3l=o3y4(%R$kUor_&1t1~P2?L#mCOcj z^yMe7Ng!dq+-EnG&Fb-!m6t}Ov7F)pvxZv!d*ejsENus2mO=72T*Wg&QzLRz(c@4j zc8Vk}Sb&!}&wnyLqaE?)M6lei;Ksk2@6tf81DrdOtJ}ta``UGdcVqMfomx?2#oE4# zYQC(IQr^M@!a1U2(6_qnv#T`Q;&ZyJH88BT(fHJl2DW(}=DP!IP z2cBB=)5$7`l0_~FJzR~v7Rm4)X!1;<+)>L`GnR3)8cea#v+52~Fvyz;7X<1{%2wD# zjoT$g7tP{?MCJOT*(H^sa60_CBCqv;5r#s0`-aWKVD<|#dcxWjtMtIW@z8Ad{^7&% zwsVa+AtZ+2IF04H^n{z9J2}I-H{_!)+fBvvHl#J@-j zNN*t+n`x7%n`hDuih}S%CqF+Y>qKMFgmmFJ*^XfrB)D{yUkaA+dv$#sE?6A9#xtX; z;yE9uvV~O%a7N{4O^&}iV=*HR&8_LmKs0>m307{<9^v$hV_KOU_BRzX59e6{!bg#o zeI{eTRLDWL@~T=HK78LeN*A_aiXo4^VW>k~`SC-EaKJ;kr6iNvU?GS7#l;2FXsimOlFe|nY$8Fvk^S7qR7j+; z?IddV=NYrHE#Zik zv!!!fQ|@g<#BBFdgU-`gXrW`|S7x?>ToWN^CY$<=mf7j(+!E5*#Y9u5xpm^0mE)av zJ2uF;iTQzEVirbE^5bi%#;|f^=HRjX^nA4`Pu_Vx zsdv{*IBnuJnw!~5IcO{KxQqX3*up~`qvIA8N&W2I;J=b3gB2_m!)um$Ezr6C56bvO z=wJ)l+>VuePQbUBphhmP75N&&kK3%&VA4wBu&g$Ujl~K1!DoU^zD@U%wCls>d010! zwdK^U(#0>mZ%QT6n*u*l;>%YUybOkiz4TvaH^k@o?$eTL+6yFq;-SsL*9##w$}!n> z-|T59d3#&{ALCjX(K@NunbdJAW&H&ndlw?SdNxnoFKuFWUM1sijoIYUz)xtbsSKOJ z!pp(iX3-zVkA2nYi{zst2ot@^p>q?P;a`_}NmTB$-rX~cw|cEczEu=$ZWN^UT1{8a zj|TA zd7pD|?C0kk|1-Q`(}h>P#`v#-TnaHl*2TU;)(xwEg(UVX()X#2UQ>wkB8#jy?RXQx z=?4=2i;L`cX;#qDEX2Ig&s5xOpStwCe|}4NkN%}m%DS|oCHdsfUODIW)|o#Ks5>cD zj*Up2bV=FmX?tV(?pJ;v@f&kNnulPyR!L%N~(8{!~FR70x zyzvjb=9C*5EmO$FSIlfOgjchM{8imL_O7B{(#W@w-e5TUVecA*V6c}1=TZ|$uonsp zEmPb=d&5$QQ__SuAZyI#ZSlM&bo_oA%9xreHs^MCt@_JIeoX)qoG_a0f&)94S5#@wlgP$ z7Udc8vHiq;tu;;OpIQuL^_EnnVYYV8ul;~q$g0~p8N$qug{jMG~zZRD3a2Leti%0mO>-&F~ssO z-g55ZH19M_HGYighh@%E5dvl_QcTlHcKg^hl#=&PbH8~IAXfA_H_i=I%uTgyxSzdg zoiIVDPfR`Sk+ODA*38ni88iQM`H`>O8E;3)tIaOZTh^~!NZDQJb!4FDj_zoQd|-6Q zaK7&3Pd$TI_`_F*`ERjVK0``PIZqpR>}b91_SAlKcKaUfdD$1PX^LW#L8TZ3n(if~ z@1vgD_Cv}7JL1rjEl8imLh{fM#QIM+&`aGkE(6dCNFmH+#dnnnqeKsUdMNKR64vVE zVv=4`;UC$7)xHovHQE1l(m*HW+GBscw-j83YmB+#MRCBp^u5HDGAATnFeyV{6}vc{ zy^(0P3#}ZcnQa5!q5AH&4KA-l)@>$6#+@+5&d>2!kJWh>J^N<%Ps7&B(yo(19t6GC z=zQFHR8(l}CwH?RtrrMfrlPSFjwXb&6T0+#Hm7Q0%1Qhei>0cvZesC_Kb7$`fQkRK zu1ME8n{q#LOjvBw@>FE@Q#XFT0aQ4pn7aZ;w9MO(IM$X7*L7Mp=%B@S3Yh+`SWixd-7FKHJvY=$i#IN8Tr~! zo0;Y8wRSQNw&9+Jh~)=2Hw9P!`;=8*=< zn9RwXwdFSeC69|JaIL`XdZxQ$TxZ&DY?1h&4Y7%IV*1w}n}NjLdWLN8V1 zdMEnoa*OavDHSfh@-7VKpL~uC`A>82{^O=^B||e52RpMAiEVoDobrpIE~b5HMwqOE zyVQJqFPdDd5-bQ&xMNbTHB-tn^Q;@nky?hP7t_&#yo6u7@(}_)mx|S&UUL(&`K@j% z?DZh!epG>ToxSwbSUPF!fz3ixT!lN?qf>JJ?moEx0e!cdbwztasE3tE*@w+mrh&cP zeeE-GdVmVn0vYxW0gt7JU4e4cPI!@n4!tt0*XdK|Xd`uLPFjIXGw`zmH~t~Bfl<{5ZKe32tSygEkj=D!Ec8xzxz_p;I zxjTHs%_Z_bzio&n@4;6K-ps#n)F!X3Fn2sLNB45ulAi7T;CIuFBSGsj#QWyg844RR zI%{p%CCU{ne^T=lk3Dl^Z;21LYD{OLwi|^Xd9%eBftE`6!R{H3w$})Tm!-@Rw9;Y! zi?Akdj#g$IuFI&YdfEu=Z{$bUY*SW@GNxHA2v3X!<_9!{?h#6|Q6= z@?4Fg?sr>DSH#SiO!pOq3$Ui_O+7k zbFiwY3m3gZVVU%6LD?)=1Xd*^s*c<)6sUYaBO)TY8fFzOSo#tM#`{l>`lI^wIwcXD z!De}jK^3V-bIE&=6FFB*n>x^_R10!zUrYhAJ`;YTuMi&Gxy0$253HJ+yFziJjBN5C zn6-a5lKK8@M8u`}`px|D32v5fsMiaQvZKxaP_MI;vXIJYdXl7WuJ@RRRK0#eJtca? z7Sq7k-Z*oI7p2ua5uvvrV=sSJtnRYB2f6Anr87+U03#f`UAl(T^{lrU>~HBUAcuUI`W2FI>gw!Oh6c{ zXW9LD8E?Y$H8{RM@1C-jN&gg_YSA7^6dMmRAJ<}08Z4ufVUy_rT!%zNxygr-i#^$5 z`??-xW>;%oh*k6`=px%?{Z?f-YqlRau~f)LAEV`XD4CjV%AVKYzS`CCYSj;sA10|O zx`TkI$+4Gu^;DwA(z|*23)3M?uf$Q^jf{#d?A`FteJ^A|GeX z?EXAeNR8pR4&`U8r<^UT`|eF)u(W8APZ-#*KQt6pkTWIY^!^jT0j6nbD28gg@j;Ih zKgj7aPLL^R9k?DRQyk5^C^h*w!g*?Mw3h1xu8XWU8zwe6JZiJR9a%sD=R<&uaMKmY zgI%?TY=1kDCKm-}^b5}IEgBOma0kEDL%}-8`T(9D>vJbfHi4J2EqMUR8A3(pa z*^+OAioh1A9)^CIROwldY%+bm#P^Ok-j+ML=u2_cOOmWuDtqA2MeSRx{Rsw>Ac%xN z51FFasP~=82Pju5v2{*-v-VuCX0N`#Y1au--T8OhFy+}HwTAzRMaE&%Lq76Xs@B%A zJ%=)>C3|0#$U5|F{_dS&SHFPV=ew^;f*|E?m%?}L6xQtd?eDKRhSP%77dj!(4-`2} z*BAH~05nf^LJ+#xFXw!~81{hd@p}ZM2ATM)pA_L9OCI2JYlxGuo(FslE~|IU{%4@o z*}#TriTtEQ7f`ZVQKVrcIzkM=D`M0#Sz5sHSm+U0G~kz~ z6ZG63MUh{T25>upzyk)8$pU8tEsKFWoEY`>k3da8*>5vLPY8(^5@23Z0Q4ZN8JM9; zE$HdAMCcGvWb*$79F!GagwWYz0#0H=Ctdy0q7!1MqM%h4JmmaE1a0~X zB&V1J(JEgz&IWb5@tz1;v%leVHYIj;W&dF`IYDrr4qLq7s`?)S;1u;RL089e=Q6cs z77crr$Vru=gLmAwK@FVxz`bK8`s*zy;rLGbze(oNmpiGRxS@&rEO{ryZ zqpNdRLaYCxk2K-qeBS^BiTy5kJ64ED`rkaR2ryB~B`p~^CH(;m(+I`aR|0xBWPj%0 z3}1$|q~_CDF3tbP@&73jhD0sj(HnLTx2*?aYyfb=x&523Z{1TAeeI*RB|veo+mvNGHBk0rsNd60N5&Vym1F=fR zX4|!;rU_`ZWgPd^6K2pKTcqm&IDd!~Vfm|&+EPUL|3hsn-Svry#_Rvmm;dnvLy=y8 zXT$$sK=Il5a;7mTOaX;m`#;a{F-50CTK@u)9^^kv5|M`UN8wE*AuFR#vOy`u02!k_ z#gG!p)#(2w{W2E7|BJF7z;9$LQuRRCKJ{&GexP?c&>r2L+A8&r1suh7HxXZ+N&R7hncUI09!hI#oAsk!uE#-cg_9g@8F#a0w z_r@$nQg?0HEK0 z)9H(d#hER$)!>Ij?g19x4E%|MNJbhAl=PuvaL+6T^oOt5nq9$O`6zlKK3B<&&H1@B zFBFvAtFju4btHgfw4R4fhLUnofoPd--_h-YP96uoN>t7feRp@ENKn$U{_-;(#tyzkU`1Hk{`s{RWJQ%DFN{X-ZbPbkt+m#}a+F_9>r zCJxC_b#(RI7Ei;!Wc~*Y>Xh&XZ6&WE@HdTvjDMQnc_WYhx7S-{_%e+<|E4iyVwPp` zJB|N}uS8Dpy8w#ZiV-A$g#kiSDL`x3_=$*Z&jE-T5K5DvbO4}-48nJg1OJ$sCvq0w zKTC#!5Vo;YQfe~v#6NzWdme}w;9F0(d}3f{{9rZ(wAkV&xV^lRL(Ih5zxN?W=Zv6j#xu0u;s+n8I(tr#;p~eam`ufEC z*1t@}GVlAP01Ki(aSc@8naC8U=>s1(Q@2{UH4X?C-C*c1m5sKW4hLU; z7Wc|xNU!BAXPLEK-bV)L)`#xJ03Ulm__^RiitE?K)p~#Z{C%!7dn76x@38&LRY=^g z^8Ka~$cl>T?9lghHb(|@B-?L*qaGouhC;h4%&ja3?~3I3g;JyN8jb5b%j``)L9cU9 zlB^7%h(f5IorEz+b1PWAxsx(6qsy7tUgGqe1@q`RC=&x=?41f%`M(fr1~A%~67i5c zEFWe*bpCGTTWblibFIMQz$RP&io3&rIYZt}c;k{gX<&>neQO4>{t^_XTPXNS`Ntf5 zzjrwp?6WFGznYCK&Ba3DWhSqXwyZk^N^S)IFocM|KMesv=rZe8w{%!G*k|}AU%E-a zOcXX2Yq+hWOUtQlUQ&2I7>9 zwt3dvzt%L1=>}%&kv?7i{Et|`C2U^97}Xi6H?Cp4QU(0K2)J)WW+SP2T2A;YqBy{1 z%e?D;3{}`vh0wCxCDI&m@<_<=tbZsKo)GcQ29?s4ii8{rzpyJwu@OAFY!0>^>7NhG zC6p%T^|nh>=pvVxxD>^mJTk!X9v~0-1-c#ulAdwglqhJ)4!M5fR25N!+j0O<;%X+O ze*|`wHL$U&#n#j6q7*{`QVeF_TvcZOK7vkI_F6MQQuF~o9Iyf77Lgf|oXch#uzCBP zY62oC{=D2uK-K=Uro=>qas$r_(a9#NDqa$K%wiMbG$hoJ)xC|r2|CuWrs;`_i-gkb z5F_Q=R_`BXMJ)SZ*nHq)U~)uB*PdbkzPH7|ykgwz0Z1$WfsF--BqR2ytp)rDx8@)7NW=GJE=7fB_|?uFk#(~G$m?ur&jk#6lpc0h5q^8@VAqtTk(*nJ zqOijppa`?p2BZUTl!re61@BY$AwD0YL1I}gV z1!4aaHm~Cc;~rUrf=f3>md|!pt=C!AzML_{$+=m~!?$OEo|&s7ILrHtRJnQmvAd)+H7(tH?f?Qxs3hCZxc2s!~E1dTL^uR z_C!h&O}P-rLDPd4{A20cPx^4GrXghf zfrY#)WXjO9$M4NYvKQUkRpcU56z}W$|JIob5TMWxqIl?f$E41oD+ zE@m%!9s)lya17GRR#8#FP9d1greLz<6`xuH3rm>YxcnP$`~xEu6tx3Wy)Em`Wc?fg za#p!!h`TrdC5>xmS29}Xl62*CsL2>;$62}V0iS&n3HNs{$BsB8$CpFH6R@k(eVJ+$ zU{Ol$a~bMU^*|tCnZ1~Sn>4cJ`-jBalb`(`#AJn5>c{~=my&0yv;$HUdxb|u&!R%_ zDiWEhp5%#a_xmxwfJePkfuai0-;6xkQ!8_pW@R9)mg#hoLU>Q^j`n_UgL)3$?eJ8@ z99#U2kD3EXOC=e*xr-LwzzDyyj2Z%F_!OBq)vDh3^-HTCWONC|3}0ja#>lpcix$a= z<+-dDUy)uK>`1&fmmE$HO8Q_&$8&%!KIrNKU^q|*T9kg@YPBN`sZ&XLN9eO@i=`qx z+{5B8yup++l}XaXvqBi`xBAKgIh_dqaL>xJ4h=hoKl);qrP;XE#kVskMVL z81O+|J80>f>vJ@WiOrKBmGhD~1%Bf0hZ~atxXC4X8MVS0k*qwbd+E`x*OvOBEKGg9 z2QyG)L+q5?q#{!%FKGie#B*hKTPi&P;+%8I*c_!%8VopTKDvB5oq)_xb9jF?0D4U3 zh|ns=3hWJ` z2M*MMw>tSn0HBP_={QyV*%6UR3I^Q%oW6x{X$IiH-xkI?2{@jrAyrNi686+Nwr+8F zFLR%=RRqqZogVF4!nGEqkdS&jAF*gTIT}ahU3NVU4!(l57;w#0Gadw4ANU56I8w*3kk~`MsR~YQAQ>5M`=*7txXX_YidEDLYdFS)1 z+X3NMu0-b>Fdax5Kp{S!tpB#OSz*{>C&1OCJ&IKrf&C-N+G*rSix54VjzCHr11@Kt zwZ%Ao*cnrv8^LJaBM-Z3=ml!l^+SMQ_&>9AzKk2Ut*rnEi2X)mR{L(eF}as$CU=p* zSGAldTq;Y;^-U7SD20u6x4r}FaLLX$0h3KrsA*7kvj|Od>Qqe=*8-7V*TknF4MHXI z#w5vZ&ZbN?!2z$WB=k)KMn~Zx7)hBoploqCMWqui5U;iXAYeF33{WT#-db=ZkNWii zX&c*;t!NzOi(QlV`2mUf_e(u4W(;(wjES87*#xU5zK~tP$XnbZ@ zh9XwKHMO#op6%!c;ilP0Ncdn2@_5w7 znHNiS=3Y9NbUIhUT)aasDY9gYM_(|pBvQd{?3bpGBg@(wj-oo6M!UcyrC0+Zl&F{!1=O#%&a zPXHwqvzz9|EFsa^begT@!*FEtWFJLeM1rnfk7h}o))GWt7{Vgy$XiHStS`%7Boo?g ztI_~5rQ%0bP@!j|LZ4dPK$^=fAe8j74lB7%Z^fMACc%SO)Do-I>)NV9!Jjt;_ZyWC zC=(fWoQy7V!BSZ7Lg?bh`@Iva-rfmmH0u(LZETFoQ|n#0__38ztDe0VFbK9ltOY$W zZD7bMwO^WUvX!b(hU8yla4rpR3D2Hx*1nwLgth3O9rde!&eKPqyklbIB|kJ-WMXfe zV3Nw*DYam|t#RgowV*#<4QT_fxnQ8C2Lcv)C1IZV3o0Y zZ-K;r0a5Pf2~e-}GEshjiD5qhZqRDBle#Y}$Em(iZ^sNdU{hPqc&XMMmR!ESq zuBcpFMtV>-$0WKMC+&-2>9>JsKzZMu18ROXQcPZ8^vhRjCwQyI8?-RwiDJBwPS< z1~21yWt1bsq-ItL>k&_rRn6PS^4nmbz|kCb>gvxF|8Q2Yq!-QGA23WN@`8L~OM_-T z#u|f%sirMdZA&XnAB#C8dK30b$~C<`*8}q3s_nR;+o{!f0=pBT3>(`C^!!pLp)V&M zknZ!W28Mm~-0#5j@T%kdf$0g{;5r$Bnk=8P4}M$cE9>S}&U)vWY?3;-U8(`sF7;k9 ziH9HG+Sqtv8`}GXIX{Ik=5dcO7TIq84NuS6MY;>`jEwCfgu~|u(~q7&M+cVU?yl21g2KjJ^p)?X>J$1YT%CeB1-%3M}& z?GCCnEM^B)4@@KW&F`j~&1^*v!?OM?QTK0f4o=@dZf7x<=4WNFgc8-=#k@4Dr^iO5Uxt_1#Kxf)SB-5kJw4J#hzG}=w|9M$>cIVyf?0M2o3tz;2m zdfI2Yf>=|IslMjqd#av=Z^+HK(u!Fsj(netEq#)C=i0(GOy!)PXSzwsId!RWT)VOr ztPQcNJc83hM2~Feuu=Df@t|=$yj>`85@-(6*-Sl-{nMg|=e>u`vSQ;;aLSX z)3zZ)$KR{;EreL{Wvt>$STZZ^Q%&+5)ur~5+nYO&t13EkP>)i};iUimYE;h+=IOZLTCIy1xg4CAND{3a=*k45zmHFg^;UVwsd*6tR|yGP#Gy z)~29L-d%d6>&Z~*Fbd7<*)DZ;a1;&as-xdVC&AJANpP~%as2UqJI+)-Ws0?t6%?t- z!Nt>AWr$SXtfM-$&pX*ym)wr3q|D9foBvi4PZ`Y1k8h3S8Zf=d_8;*2=$uZUW zGfGW+cUvaqMIwg})SZ}rXDs#S;3)M3`_qYZlLf;fla+&qm405aCov*?sEYS8*O%kv zn9U+P+b8ijBVXMwCfeYj!z~AkKEFyeYaI-I zXM-^sJoY~M1TvWZM=)Y3K!11hZrIhsM8ZL*QP<~MEFDKX(^QNv`@X8@pk6{noXp#n z1I8_W+ogQ^;i0QCK^}F!a-lGyzQ2mq|8*Tpe^a6w)yLe96IghHv*dq{QyVVF9ef`% zQO_ps`s}(XTbC0Um<>-Y03#$Knsnf5Oup(dS$>x?O^yw2$7BO@ zy9-olIZXe}952CkPRQdmmPsG1W)1$3c*NS`o@~;m*YATB?>?*K7NmI8tC57UT~LwQ z6nu}6Tt}>uIyu^P-#nG7KUvBvb5N(^N|JrMDvl%N{TZ}GofH~=ZYswz_lE^WeYaFC-$xT; zH85VaJGW(o#oO+3&Ds$?6uL2!-ffG$_6?tq2bg*c7@8`RSf;JO#9fX@A3h zlu5pl%3|1Lv*vT-zzSer`Ti*GVk^6zZf~}5E?5EAf%_CxtmG0C!22eW;J^z#1l&-x zmJTRREX$7%J!jaH?oTaYHTl_vj<1@`j%XPE6Ypdg7vT`R34F&$=}fVFH|%(*206yW zdFZgxiRnM4=O~E$Vbr|Am`QQm@R(T|FUAjx(S2TtQpHN_2pwQ9Wy2 z;2)v(#Cker<}@Hjo|2dR2vTkYWc1164ac^j9hcUjeGH>aKwE2>U?SN{s_bW-bt0s8 zb=G272fS{xTqKrK;S9;cc+&>}wuYI!vYpw19HSmo13PpOw1k(B`}@BrP=@;ZZ_B^= k|NhM~>HnGr<3h1LaRJ`yDYchDo(8i#Y<;NYcbDt`2i$o9iU0rr literal 0 HcmV?d00001 diff --git a/doc/images/open_flow/scheduler.png b/doc/images/open_flow/scheduler.png new file mode 100644 index 0000000000000000000000000000000000000000..e904fd4f6abbd2256d43fe31ed9fad1aab193069 GIT binary patch literal 124948 zcmd43cTiJn*gfj;94siP2SGsrD=3IcRk{rjr6?sagn){)K1h%XOs=S#$S4n8VSk8Pjqu^kBN(k}_z( zZy&dnizy51e!Bn~mbIo|@jq8IL~ddJbK%|Qjp&uXUpZ!dY<?U8?IK+|yL*gP>YXy@y~Ojrdl!+rAk!hqBoxPV zET*5o_45w>we^b_)3O&{kkqjAn1$ z@^~Tq$O*xAEvpsR@GsF~Bcg0Zr!jJ=W#0*b_ckf4ET@o3jexMHQeRbd^0?C?-+$rX zlw5Jcr>0U092sopeXNnLYKn<&J|qtO_q(fOwY6loTKQ)tf(TR4E~AIk*$WMZiu~<= ze!sipM0*tG{gn&ViRXhZD;w;WSXx?|r4j5|z0YLx3Ym?s3z=)**@50%Yq-3`RyiTi zKMrBf>|Ajywb+p;ld}*Czs2jjy^Fk* zeCaEbQ$Fcd`?~4rLa!QuC+ON^yQS78nX`X@8q_ApZS&8M%NOoB;b+G`ayg;8q8T?#l$uAM$KAF?7Wl!i z8-+~H@kwOuOr0lkj1oc7pWpsvG%dn-7dLPZpSeX*?w&#f&J_7$;HuN*q|q*G^`AC& z+P!GqH$jp(dY48@%;6#xy`wuoe;!91+O;d$RG^7H&m@!@xh+NPvl4hqUw+y#!&nk5 z&G${DTCCG>-h5kOlSmfD+)n>nFIG$+47Hz4)p&nN@yr^%O{(U){e2RoKi2T%*u--# z>@cxSs?nk+oWrAB+h%6m>s+iN>{Nc-DIRJD?kqlk>O+2`)Jn@!;PY}^Q}l#U?+y)7 z%eBY9Z-PhD{jNDGUZZRE*XnH&ewy5qcWCVIChc^y68ruvjUzeYhKUN=NU4e5R+L5hvg6Yf|L%{%`2byLa!lTq1AO*tO_y-0N8Ieal_TGIFn{W`9tp zdb<#-Rd&7Idp4zERPT^reQ`00|X0RHWkYoDL6 z>Zx`&EQMd!OsuEoEzRD?o&?k0`xt%uu2XQ<&K2L|gxkT2z4N3xS28iE^Rra3Yv>%m zv~IOBWEH^@wU!e3e%zpU&6b099~Cs@*?oP>zsFHSNxIQ7rayY)`c9?aHOq9B2qx&` z%1uoin)jmA?bxp~l{ZY`P}0=r+EE2{dGss;FAmmJ7>2g;-1j@b%mswZN@K3pn} zUlhS`?0H?h)iSekYgK6g>@cdK`66vZb9|tsaHYw%6TN|qID5o<3smYjUf1W{Md%%{ z3aVKo(4a%^-=!3vTYUq>#cq~Cx35rqnCiaI$t$@NC4(D4)r ziqnBoucdmL*3%#wwnO_71@Cr8T)rQ#o8z1&oR3rYJI2*d7-CQL8QKVP%)d8ypCaOK zv`gx-4;fUv^-ws|=X41dRqVwoZjULpFLV0`i!vs^rPc7(CMr}`JfY2H@hU{;QL?+h z3hv&wA_fxq_DpTr4>U2D-QVvTPIHy{3xgOXNvk7{?qLOUe90Fo;f7PL*tcE&pDUOy zQ_RxHU;?}~v-CMlirpR=-hc@1y%Dv%&{Xk3k2ig#VgCN!yih5z4Im%hJcBi0zx-2+ zp0Cml9!j=)PruCe>gAPhbIMODrBJ%`!oJ=M>+u6C08eql%r97vSDZ~z30|Hf`j>g? z?98T&rSHvrM|5+WZ7iVr>4cn#UU%nHg;=`13Vl4+va~`qS;8^>6EeN!g^6VuL!}h# zBxE#Yi6iIFVBdQu33fvINmS&vK0c&m;d`JyMt%Ia-&F(lFJ&b012HTdH92~4djgT^ z(g(@Iowdx+mM3w#wyk>VLC0?>_3NR1b-rrw%)mv^5Lu2Ma5>U2S^OH~Lv}rAFU|{+ zTk~f-&4VtIUh26nh!T7&GWb(x;|G2V$39&R>-w_BEB{;vU5dTCHlhQOa#0>MhgiV& zX46Xx7r)2LFWMRh=I;~uW&(3}-S^iJ1GoN3v_HBh(&x2o-M?FIud-a|AO6rA7CB;& zm5n5zr;Y@R&6^YjEf^nhh^Ol5?$~u<6gVBrGPsAb^eud|J#$>#AyQsnjSrY zp_M6w$Zckrx!c>Yq1!cG3M(yOH0gBSBByG~0?JskGytvjW6;moz=d1&VJ;++Iib!T zlKHVtw}`C+3*iPy#hd-tpHc%k9!KhNMr7v#NMH3*-Mx#Gqt-VSBbRJ^7zjhZ$LBVo zXWzdbH%LR^f@o)&V-M-Rz#*Z9_L5a!UEqf&EN`k2(ppB(?sg2CIS+xedi`c1`yvee z17i;FpYPCWp$KDMaRSSLHC~fxeA%hP&2ac6}9bc4>{Adcg7KvV37-!yz!}u+)N7|L2PozHG+3!jk zRKXflTA=hj{=^tRqdi@SoVjq=Wo-6h|C7CSjl`jzY7OFQaoM${-sAx*Qbogy4NE#( zzqY-($jd0N%W5TbS3iJdx*{Fhi?-aUtT2AK*$h*C^%X7YJZ>MofZcl2u`*7Wa2PB# zRE41C#?RRr%mqI_y{*l(-!<75!>CyZE8-H_{Xw{s4qIhzqc-q{C9-Vu51)43kJM!h zC{oKP)wFD!!Kf`(hm62e{Cld{Qy=CBJ;p1lTN2A86+Gryiy92FWPaWXMjF;LF-)K6b6yCSSh#=kM{#n_ zOXhF1apH_==UNf$2}<_Ft`-x)%myljv@ore2&o*jt&4^PAoVuL>i6bckB8VCgjF1P zILpkw`0m5bx@$wLZeQwpviI!Go-kfHf86T&1KCo$4v!A)$6>k~{sN0}6yM%%t}_$h zGI{_^5}QutN5ZY+ME8T7w&QAGbJ>J8ZO9MVH2vYGq_Rh^!%Q35`v#`lKW-bbmr^1F zntk7R>7a=T7_}dvpnSjH{C!H5dD`Y@lo5Xuf!7xME4D1pES=!@T$pLpR>FN5*;UU( zJpxc71ReErShG8ETcr;mC{-qfFVBjmPwIHppJI4F?I{cKxGI%hy#)(dOzv+!tAB{s zJ6SN)#AA6XRL2deT=+6_4|2V_dc1aN;tu{G0qWJgz879`po~+4DPP11_i=Xxop;_; zWQii*l~jA}8rV^d#=3>4`tyF^s>!yZ33c}-xNiK$Qm4Mfm(Taai5_Hl^EyLY4k~+8mORYVrjtg(^%E+TS_ylqb{CBeTU(?>66L~42U@rc` zLExKD^Puz@hkR_F`!H;1Ffjf&jTuDe(UOGuq{rG`|AjFA_=w=@{lRyMdZ^kM8|p&%ti&=kAa9sUl(-1I(?Fr8XIRvmMN4Z-$!$_?Dro|-@Jbn7?L zVW@Gtm~%trbcujCnFZw0Rg^xw-&8WHw5Qep!`JifB<(HZxAb{o%|r2lw{dLZCZw`$ zW?Xu}2KNGkQDSB;#D|5>X&ok$jlw>4ng%0qGL%4AMA*0z{L5p<3d+qp zdf!mxXbeWsNH6^!0|)ai_2=bS&2|y`c6)uSbs$$9WUhh^ecpe%NR#`FO$a!c8=>O6 zK~DQK(+KZCY^Ax{x?VC~(3^OE=mtn=-Ta4;cS^UgB$1+(I$?$-&U`Z{oP^p4qwSkz&=8%~uPt_*LMmJ6 z4tv}Bq;*dZ(<>Taob z&d0sAOxVE-Wk zeFidF@@}kCNRg*2A0T(SK_s{8^JXP3ZB+kIem%8xow+W{5+E(+8&FICgQZ?(B1!E- zhsv2}6k=d1JCP9Gnz2HeH^Z>I5Zp+{E9mR{*iK^>mO1*MW#^&wfipP9mC<{C!zF{` zq2z*%#AFp8AJJj&?eUabn4rlWR&}{zYj;WN z$>|2t$)=MZY1`_A;7&fIBbmUfG8U22!Kk@&vuqznR}(-Eet?bE^Zi_fr9P>Lu~Is; zvnZ5=nO=c4!$jY8H)QflW4q+dD!QgM{j9W0Q)u; z2aUN?9czo3xqfriYCtlq?M0A|+Fvg(ojSIa$FhSpLCEe@w`!%0-NfM9N(Xz~OA34X z>>A3!7Lb<%*=+p)xp^izQRX$NXz}^u-T2;usWW61(h1uLbE3S7u#!&n{{gK-#lZxc z)`~1pBNt24_3jpK*68q4$Zh4>7yH>BCOd~tvouOr=ydQNj zKA`t$q4T!ZHzc3E9PJp>>zAL_TjHvSjC&nr`!z~XULKf|1fRvqXnRyw#w@e8)inn0 zZse~5S!X~_3$Yx6;t^Mv!~zu`_8}1)VjFTilr}~1*Jo?)hT`qmOtXg?U9`RVjC_U% z%LKW%g2E=VcahaJ*%>q>^(cVg$$ek?0yiyr|HMe3Bk%Vdo1afV1Mh8x7rl%6%c?E| z*MhyVo<*>&OQ$%IQOc>C@uynD2U_5PcA7{-IoR1Ep_x7o-|f_F zSB)#7(jt4jf3{H_Z{7{^yM5&wlx|Q3zeGD|{;%M^wpD}NXCGKR`TU~8DEQ|$%169% zZ;x0Fc{8<=!by>l43qegh;%8rQ3q5tB#>3Hr=9X3Stt0yz!lc15wueEc-0?j!Y)u} z%Q5e3zkct+IRhCv^x}ZwQj_`iQ@J81<GTDj0K zDWEr`6@_NGs4y&X7Ye1K^lv+)kP?}HOugyehcn7WgNWdTebB3Uk_nVJjX;i0yT8k5 z;fJSjOWX0?S#4@6U(J|hDB@7r=-X_^XIDqrpO|H#mJrcvff#1%47+@)-tolUR(aYX z*)JRoV~Y8e-RS%kV0%^eUY(U@UzJ!Y|FykN)>DrLwe1)u{+Z=}{JNQrAyJB4UC4$j zeL4z)FqZ1X49W$tQPj|3SkIaTm0}bkIQ)N_|Mr0;Qf6$PJB^O04$r@OQs_GR0Uz-4 z?CzfGCiN``E17mSYup5}X1XRco$ynW`V9zB$a$o=kSDA;hPVd3fax-iZTaVl+s>Tf z#&1R|#=O1}6^+Q$WN%Tu=hHhM+`|=8D?`$TGl>%t-zMf!)n+NQ0&2+yK!#MQ1kVM} zN-!;?iK(3ULzT=br3)nsZ{5zqqmJ;Ltgx~uM_Pweei9^k5SFwhl~iJZJ&r=8iDvQS zbuvOxC_#GA;-zY(*#Zi}3l_c@b!mJtr!|jEHbrhHw@q~CV8@-*P=TJzx2LfU#clUq zpVlvRpSg%5edOmG>ScyRyXeE+IhW?lxSB&pngV-2CAo zhcj@HX_7Fa7f^_VuY&V;Lr1!epift@c#aR`3oi`gp%6(DOOTQT(Kl8)4gIo}+y#&X z%K$(0hNsN!cC4Mt96i+d2URS9-JUVew_zBVqBeN2jB}#~-LsDR_i{I-P8($DyW+7P zpn#{n%G7$XI@jpgxe)K6KZ2_@BohuID0+I1Hkgx96qsQg=uD@k@lq=&a(nsTCu7B1 zqyGLp^g5k-3#kk35cP3Sjt`mqPzo)CS+vjR|FCFFO;xMWIp`jkV^4O$jjFdC*!cvN z_=-dep|lnpeoZmeu~t=?4s-7KGNJkEWObpEnO*6n#7ao2?SzZt9nZe%*R%$jx(h}= zb54fvp7)O87~?@ty6x`DfT*2y6MW)e{MfsQy>NS7@pw@c6g#`o+CG!=j1uVE4%s)l z-UN+#(qJ{&8g716&n6}%6*}3K5d!Q&+ zGy>_i`6Zyr>P*w0g_|1)qH_T|aEbm6@R7KIp93-ueWjifzzsNA@=h z%=^&zgTwwmX454LU@37r94cV=4iAgxD4W zNV8I8LhE(fR@V>;Qa{dC*$CxGC(Ybx7WA@cUvoxx`%ONOf?_tKk)xO3Tk>7s(whJm zRBr1(*3osb{^c}dGjxD3b&}}C-j*8BXN4U=seq6cg!!q!2oakrdCI`qt|;&M8#?_X zsKG002H#yeRKYx;bj56)&0v+tI&Um=&1H{WpcsJpo^7(lGWM*xYic}n|FdsHGe^<0 z(8MAmi0r#sTxN{<^5(A8pkDVj(JBycSIIBUB_5uCkF=?F$)CDt5`)(4<`a{BN)IT# zDIM665;+?W`s&tb#V~FtjWLIpmwV3L!Pl1Y%TN+WhW)o6aew7(kMpFUc9AdZj8dqg zzU{3d$)--va3QFkrwfA0iZ`T`Wtog_ZwGYH9ZuKPqnWSW zc4;HmdV$Uv??H+ zxs<(fBMU!;{bcJL&y?Xk?{_LCzeiF@D(>wz7n})*7LpIHt$-B`_1@!Us~0ePmo=hO zGZvt!HhjOqrF7~8!)yDe=~VABW|^t0FH;@Xp5?8dS2;80AK|t1r21n>hFWNH0KQ=1 zg8jnE>o+{Y#6mvTJ45B6mp(-)GZ4CA1W@JPIlA2- zw4R)(bCWYATUk#_PvZZ}ze>u)+SWb7l`0ily-N&=b(13NKdTPfn@BNB;xts=#HWK2UuCHicU7&t3u$4f0Nz){DVk?4&1tb@i|Cl=DdPvugB}w&XTpw5euB5`K`5_8NQUn@a{!Z7+{!Q?8N7WInGu z1RsfQrCA@#CjLQIv)FmX?%5SvR8A6%SyEzmHO&^4gq6(Yah!7wt2D~8D-rT)sOWbj zNk369R8jVhCc06UL0BEPXN;-(Z)goEflfybqL{>#%|6P{O9RQzhLq&Ojg^j($-dlq z`FZ{`k34@hW!wY2iT+bwYP1lf3M48Ie3mz`0L|=Jbv+!+>7_&iK z&#>($ zXde+g!~iLo-D*MBjJI4|+|M9%5S=}ybO49*@`LpVClJMI;JDf;84-_QMm%^FDX)6_vW*Yw?j}6E3EMm@2()MJSska#T$Af zuP3ZKu-(ScU3opRAgnS#Mf+}nMz82A&j@umJEP@*LT11894{l-J_3?*5I)W)j%?XP zdWA!I0E#4Nuz-fgLnOtay2>^jb(RIX_C%KTm}+QPe9ji%~dIVHZ`% za2Hspu~XJ3A3%IYI$KR_&6i|_Kx`PuHc^{}Oq@`684o@=7N+|XN=&}T^$%S?Y4Z2Y zV<-`%N3`G4;}^n8$Qo*CC&~O$S{Z2ULZ8S<6FmedMNw$UE9mKwtRHFx*5NGn>*m7+ z8)Et&B)j8t(-f&$!Gt4Nfa(w7$7`)F|cLSg?Ck#R0e7e$dL>)R!WA!lo(W*YjB#cvw04rRB`d`tuxUgzFel{ipc4&m=}(2@51aO8=$dR z;~{YqM#oWG_~1RT277k@um&6xvRlnz7Cl3{K|N9$Zeix|_I;8D`yO1V_4Nl7a>GS# zT3{XEdT)xQQ*Qn7X?QBdKHbG1q%bP7rJ!Cta|=>nYUSj?f=kYR=|02KGL5JqF>Qu0 z3Yqcy6l=5^$;vm~UC-x+aH zHxt%0om%%b(bXQ2#t!4%?w{-YDp7Bn27+bk#o4>@{pER~8<0ssZBpcrjHU4>td-`t z4~3gsg;i06cp=cq8n>SYanGUYUH@*Y(ra`i{pvOp7v~FG>^CW=bQpu_#~|*u#Yqq zpKpJ3c)o2eSI6~hb5v9R+lwNnys4R6ykPe3fexSUrWjX*?Tfa1<<4Og>^OHRJl?gJ z=Rz*9R>raW;F`TKNDlH<$ql=xw|tScI1TzCQ#W!xC7*Uk!cCKcO8Imz3ELg915mrv z!%Wo8-x?}~zUOAuXCZ#EygGb=brEpUrBTs*Z;=F1`O&r6G|2TVF|>?x>I=)c-Ztkt zQ15)9gwc_%3laLRjh7dY+>tm=4NKoTCSgKCSO~~OVQ@Gc&t%tk!1l#ujp0`brUs0XSC2JH)&x;o4dm`f~i-! zkJr8}w=l~W?`rS)nKcgmzqu9#yf7Pk`!IBqj!S3d{W};wY|Zy!dHZL-BJU~{5O*X>wPbh5P-g$s z%-FRddvnX_iT4t9O@#Y3+?q6DaWyQixf290`PG1IYoDl@&Qo}TLIl5g$lcyFUo)uv z_K;Ju@MoN5)yFc8sgHk+G8p;Jr}}~8mnVSWSHqr5OsgW3^&2zUrL}pVfTZIeh+qR+ zJZfiBb*WG%XX5|IhKI!%M*mtVHzp*)3Wdsqq5=ELGn>19AKt}Z{2IntotQ`ZOQpJ!C4=h4!{c{P_gm8pl9IGT$Geyxk>6ZKR&oz7BNvBt1idAlz9M*5nV z`8wI)vRYz+3s8c51m>*Z;C$2W)pD~@l?*+?D83TCxeDly_0abbCF6(2?Lx-Sipx!g zm!TfBE9In#Spp8&DwT9aj!(!|@kd;E^snQrnX~`PEpU2*ZQHz^7@T{l8o`8qL>8dC1 z8^V7de&V_g7)+(zbro@_S&Z(@*EkAl9PDu8$o<2(ts$hyC7;Ve3&xA3(m*2}w~38M z@?nH2sRIFw#!(abCGBp}37`|p=q#K8K`qgNKzJRPuh{o8+tXd~4WXI8f>8n1UUJi4X z^n%omq9@I+HqcYorMw`LNG$`eut(02QLNZZc3s5GLUXl2{xzezXDDleKzzF&L+P#2 z+2o2*=kr*X2H@D?v-n*>(DYn9inS#t>ttAU;Rty_up#mb|G*e1&Hs1DaCMgA{DA?1 zR>IIeVI%=-JUOs=qw{>ouAk8q>~pc{>AACBB{<#iuvXpiUZkzEc8bc<;VGp}I1OS% zhfr4k`{Y(EN8)#M#aP%d(onP&wlm>1|%4-60dB z6I~2m>!_BeXqN0m1~v{$bC4Xd4VzBDl zP?cwp0%z78Tb2xjbq}WeFWIV#5|eS*H^IZ&yx{=rA=@yZ?DE8g{qr_%Fn4Y!eS+x8 zVU_8bbY(p)yD#nJ!Zvrhy;V9gcFhmT;jKu&>&=#uCr_01!l!RlmKJ7JU)>8d=c5c) zDYDK>9yAUhjOP7D|s6a4v*54)`+=rtwc zQ%3OTO8%MFEOiEV6BK*BWYwr$U5b`Aodpj!Sg% zS!?A_s{oP3j}Pff2gUO`hDmpoYq>l81k2>pXBC!xMB4qX8OSzb{Gm8MRH1wS&|6z9 z0;hR)7M44MOB(tThSfLml_qkWn-kb#|HG(mdG-OYX7r2AonPy2nI_%@!o`hbclCPW zE<)ZUUT1%sZ4{xCx!+8x`rd9joE25KA=#1&3Y zU>_y3W3+9Ezzlk1iX?m4xkXHWa))9*0eoiUm^c^V# z?2ftx0MFt!gC3bh(^*&sC$gyCyv=>`ki*l)#@GnKi>YyvSa+xIz|Gw?8DzfAWXs~U;+Xuy?knvgp=^8Y#)r1@L|`4+6MH^EYu+Xj zM&-5qjZPkn@EFwQr?^w&lT@9WOFBVX+$z1$EMfXHmV&%^)(a@zZ@#kUN6wXHW>mZE zm3$yBud22lj*2u2nV;4UMrb3OFF*m~248Zw#o^keb4?Q~gw2EEV57{_3)Q%m(R}|c zh+03P(-4(l$8}A8xrCakgVQRZnN=#*4>Cw|hd=*b>> z^Y)>t3k)SptiPbrkz1I(P^>n4&o_Q_SI51EY?>6rJQmcIhmQg-YV_%OB>ZBSydQ9X zfVR0ykO2m&!g)>nJA^Rbi;cnn2ZTGr7;{t4HPu#a|Mt+?e#c53kJl-g_)MF_E*>7L z!{y1sDhi3a4;xf%r*u(r6TVKUqcoj=YaT+deQ)D(^BO?&&i))WFX6DY{gtDz3Wcby z(GSk5jI|xQM)O0vZBj6YAfu4yhwdSpbXm3CkzXcIfxH1)At1LU^KmIa?m*#?>&~%i zA$X?F=u1Yz$();x@_|BKp+p6^W1-tpRHqhLs%M!ll;s9(Yt{hWaSrLT3yBS1;t7{# zO=QD?9+&OvFUx*K=i3v+PYUKcq@>Zvs18tTcWV|}+vQ49Ms^W&PImOhb(H5)C=dp! z^AkVCPHY>2Rpj1;f{P$E-vT?+YT#vgPEJayrwa3T=v-q(Z5h+fJpDt>RqkzUjLqRB z61Q02gCcjxzI>dYA_V4SUupG7$Dn5M?FLd=)!PUm^ZzJXLroiASRzh3ZuqGDTz;%w zQSWRgB@sOJ+s0a~8S}s5+&mwl>N2dwdiaW#nya&ge10h1iTbOq>h6#gmUFiZrZpp!>sP|oMr_r6-q?$w% zPzd{m1A>Q$3ZD7Znkw0(o3hO)P50ncLv_ybW#$5h~aR6gK@nf+luVwQ{5IMA(*L!92$mV__ z!Ll?tU>NxknYgTGL2{!oX>Z76D|j-K89G1lG_FVU(=c(1J?c|49fo(1lD)AsJ6_qN zX&i&5(To5(eSKiOp{3Na!&o5-LnjpzHlvfd5$Qa;tFdjE-3|9uv9DZY)bkzpy`M3n zWTNAn>6fSe&jp=|Nm_a5Kvr$IN_TH7Z(FHjt;r1_bl%~LUJNF2#G#(UwNGm~qV1Gc z-&{Siu;cnc#c;;Ea;BR~5Fu&JAz8XnRvtH-3;mjtAG>?T|F{@KE|{O(POf0SAu;M7{`c>;9w#a7$-(pZ79lvMUE=(AU60&} zSa?V1`wS3dZ*0V3vn7s63WTB3GsCrk;-#xu7vE!z zmqEwqTNPFU)P{~^-V@I(M|vch>E@ZaV!N1UxaYsvKM;DE@Q;Dzf=uqWvb?ef0Rgm-?(%qYPaid)+ znf#K#PTl{8ExD(FnGt1_btJ4{1tl1}KI|=Qhd<9r+eIZ4~$|nFtf* zNEG4|le-O3Z4ZiUJVovZYM~i%Qt4DFIsQIuQ8hX}s1?&opwJ6uh$uyF(*_FUTWPx1HrDC?-{zMB8p*4KE!>48CA0JEUf4Uv6Jn)@Mgkl1aM)L% z^s_9>=>?^}IF-p=@ANzAG)m@n zgUi|2BxiKr z6s*r0D9r+4oPi$NAg|w#^svQnvQ5XYN6LIcg5qG_$wd}8hdmB)FG2e0Jn8wGVQo%jpo?jiU` zPZ)et@~DmlW#(Szk$XLu1&P8UA4?eILe*3@TTOU+w0C$Ev7N1o!WJhrp^6w`-GZZm zs@QycC9-Z#Xtdsz&rShpG*`qO_$K>k#=_{=EF?$q)ypx6T(eXs%CM+0Aitu$&GtR; zLXbSPZ^{29$mAg?ifS~LlR^@k6*{#JI#l-?#8#X9R~3*}2DKT9fdzg|H(N#XjUs;@LF#lgBsI5*9IyghL4aOV*+Fj{?{!J&4C z#3~t@P#lEVGoj_E3lOJ)YgyKBneROPgYS&lh)(Vn+Jyhnfem*b7zL#{Lhyzpnc_>9 z&7g!?pGzYlpX?(Cj^%ii60%RjaX}NKPsa^Bz6$N+H94({WO5RT?VOY3WqN6P+1ZMh zQZ_dr*pr#G*XHp4(ksJi08s%(qXK+8icE$y99RO$x+{dTp*(L&8R{WCY=O_rD82aj z`||DaN*=l^M3~I`PPZTK`IZ0jb>}-a2>6d9S+1-Xjn~}N8ZG|5h|1Cn>oxCae5zlch|5cYbE#x>$6xqrLX}rna#g4qh0`@U z(r&X6#X4*L2}pTDt%h52*PmgR+v2luCgLE8jlsoLqTBQEnT3=SN25ji+Z8Z3sDCPr;jP_5HwA7SgVulQWJ896E>)E2U@XdLN(Ykk7(*e(t{$ z8Nt&0T&3Ped*hlV`(a!$j&J|Pj^dbqjzNb`0`3yOVGdA%LF9Ou)$l{@kTz#-M|pJq zfbLhaDZaNNjB3EJK;Ae?MGoupD^irGkT!I`5lkISc&cWS;58tZ@oex{W`Obqm6^JDN@ z=9xL}EE52wX|$p9I}06B*ihsvfLj5&Hp~3Sj@StXVKH9SnMpN3%a{V-- zIcguVw;eJBVSe`h)b!N8x&!tPMJq0;LG$dJ9M^VAbaydvG6a>>;eS~W9S-VmC}xin z?+`H-W{*-v3F2Wja@A@`l7}Mr>VYY+TfaEEM8s|-Mm9d&%K}x)?`vxRf%)!<;hCLw z8jr6it_^+K?po8Yz|4kR@a!bLqABJ-dQM5<3?9XtRX&6gyaB{#1-~jcb0_aB#?Y4> z4>vs9SD{w(N~o@t$C=P8WU?b>T>w|m;x>xSCyJvC<7Eu1y;uq@XRueayanAfs5P~mtyn^4 zt3WXdPQ2=nh67$q!M>*QS|I2Iv9ntj$>fq{pvGyL0zjd!3Czs41~aAEZ~*)fj?A{c z{}Zik`*L!_LYsNQ-u#Ql|42g}ip$btj|`Trl|Z2OrT{URf7fQKFNjTebE)OBB)V{O zL7^RyPHO_k4}!^wj+l{=UF2OY^gN-_y~BUQvY$r_W~O@*$CSR6lojXPWEjA8M^@I6 zK=tp8M_HTV&QKywAvH&ZE~fN7lGogwi`l!aSSwxG$_c7XhA#2$uD!2HQ!Uh04!jri z(T#tD4(cA>GV0P%2>O}YFSlBhe+99f^PZ1HYsdD$_DbFeLI;MesdySuicMttwKxzG z+;<|gZ)`#hCOZqXaOh4FmpCEkX&7&p>4bLEUbU2n6x9!sP;=Si zN6xN!kPXS~TFh4PMWO7$)M)wY^4P(sLY<*^lxVE$TS|Uz*7Y;kvD-p5y%=c})9Ow{ z4UBie7q~EK;t1i8IScw}aI~+&&Vw0YtD|1FJT)T(>f495kr9xFLjEWb@RC<@dh{mo zF0Zo={kJ}=fy#mKO3PztWfTwPm3v%u;C zN8$ExK)lxh^;Zd>dpG0A5|A_B2wjl;(>Qt&SIr$;Ugo~@{y0KeuMJXdgbdSTX<^-m zQXs5c4mi=F)SGewbJHZYJje=*40K3ENk9`>A*I~t3}De4J%n#1l2N-fS?zcTsp*{)+CxLhEltspV5xeDu-7Va1ZMC9cEQ=`X?XRfs9kE%w05>}9?YTp(7>8G7>$Gq`(hAdcOfq z$|+ma8?#Fa|24H9xWJYHkUIav^ZrQl6CRpAcBiGFSTvhE`R3sul(U-UnvFA8L%nJj zMjvL`H|z)4c@P}>)M8U1Z&-`FunSKlw0;v{bH~BaiupNk91(g{dgDTE=AJJx$jcVW z8thZB^AORk?Hwb3WxjA0D4h{OC$;iB^z%?oFjT#U%C+KxC1m2Gcp*kYC=%=*y9ko( zxGo+zn8Kso#J^5hEwD#s+YrhG8u&N)@1q{4@$Aj*E5{1~oWhYraG<4Z{d9_zuGfFG zmHSS)v?mnm8@oSk$GU!rI_dQ~O-dCShdBA~xIr=v9D4(h@^QcooK3$OppA$obgr zYt}c#)ESfg)z)qGR4<#M9_~_)lb4!GH1lH%FXc6`!9*#mplZpplgdxMQE*tJkQm2* zepiriATbxvcoGaPg59f<5Y`Z$V;3Q`)5`cg_x}@tN(0JE0DG$7m;fk+cur_{@P~7s zB@L4@rdq=p!PROmU5EWdyYevTOHV2M!AHfU6<@dlXhheFfU;3*`~mhALB zMvH<^|A%b)(A)ZF-NWL67mX3R#mS$VkMyp`_szF*t)rQ%##3EamwDJs)fq$pp(EL* z`y;&|lx2B^HKvU>Xkj~&T;-IpltKN_Nzy1$PSGrF48L1wazrY_+`|jel>Tcyo3 zt)QpIwK90GhewurJ_y}>hhI{tm%-r?uaAc(fu{pslOS^k(-&Dgs@NhJ7r=^y5D&A< zo*WuenU%4eBK=2QS=P|k3i-IeslU#VLqYM@PrOLL-w6AU1C4%B| z!JmGmjsB4AS&dj`ynm`W&dt+jU77E9R>amM)A$P;dEsk+$_Zlqu8lMvN%Uaar5h@! z^q%84@02kQ2;C_URf(E`RyL7@=U1C3>{Lnz&enVpobqMhHJ?E$FC7vOCMa4dqjE`R z>!9mdl$fBoJMy-A1W015=zDOU2DNR!6Qn15rVltY5QqdFY$t_Qpaf5O^^GU}sVPgV zN0^5$-IVM<8fY{TJ(%=6bhw<7N~y*}Dw#|@rLFY0{|0YS5tpi+K^FnP(+6O#M95^= zR|M_u&hj3cU3(n(gX)0pi&r4Lw#2M^?E+2)*Od&)--fRf!gE?6Icwoib1JDv*ng>WD+#q)eoGS1da%+Uy=JH@T%lenuz^FQ-{|3FCXT->-<|^ zJ0zDKAN=cm7OOU*pJ?u%@2+;mET57+bpZQ*rkEdc=jX_TZ$w{C$@f1@Zb4~Wn&x*% zEx!Zd?gg-_zuPb0iuEf7Y&}E1kn!DQaUaxV^R+*Wn|eQ7 zATAGn{vaqCgdN(o>;LK6=D*QO6ZaMVR4~u_dogp7Bq8$6>!1(&&rmF1e0cuXHEZZ> z7n3QoSk$M6;^V+R`_?p1$bWjY+=R=<|I2Hugs&NyhYcB`x!8%NUpKApSN!&%Rllxn z`2YBtC1Tmr^Fp3i+gUzJzqR7~^R=G-qPM|(3a4a~>TkxGyorf+i#0zCH9S|@pF=bW z+)m$y?YMv_{uBGm?b|co&FkWIto;KReAIw&$rU<_#yMdXE&Pg&o0_s0VE#}sFMu_Oo$2abr2ai3W2PE^NfUe1l9bcd~g$Qfe zfg$t}0}G^-ea#{c%Q+)_p~5^MaJ|i~OoaS0o}$=QNLaV2xDXr-TkKep_-WNX2*?yT{^n{AUK}7wK+@u$iprj<%je9jt{^JcLT(k4bZJTkk|Sdg6tIs z$HB`K{$hBehwuzZhjL%_S>WFv&&qb-0C(k$SDb2jv#hqi*N0qk+sYJbK5nU6yM++; z!^n|H|A^!|mk7k&yUxi!SN6PcWq(w`galn%*LKgZg~=TcMf3wm*j;^U@k6X`cOT4F z9USB;1BYuWby0Li)PJ^_aGs}MEG{h?F3l{@^5v6KNnp4MY4Y)>kigu}4K45<&59S_TJ)=861M2FLa8Tf{6u2JYVq=l-mzsG)kN=V{nt@@MfsixZyQ&|SZUqf7%H8*NZxx@-=WM;-+s81SiSo~=_Tul z#nsC7>e^dWU^0au#|e)Zd01nGd`ML>PbNXQ)i=hW z+wbKG&qu~x8lY)ov@-s!ju>T;eB;TtzMWb3d7toMS-)r+@kn$eC_jL(W|9xCbC6X( zxYgkDmBWCuI1V7kvd}ABs_@dtO#x#p`Bk`~Lk?>>Ft6T{mY%a$G)%i~9Y7kI75aSy zMZLj&)En;VE~|jmWxcqpzFbDRkM_}7?t7m=wy=Dpy=KQo4yCaJ_oDJ-O~I~q{uOA! zGIr?&{Te@H!OedcU=X z;2ip|bRb`EIi}iB`my8I+&}6=2r;czPzNB6?gTY5owrJN0~(=P79Ubit$z=?r*u^Zu+t0bVwz>pLE&96&C@vBOcSt= z_O&;hQoe#h?WRc)cyfipW7lk@eA)v_+#8|!n{V7{M(_Z5y_;JIYU zKev$DL4PV{xOziKFZjt0?F6tqzP);bC{I=@jiB}(-bx!$i@H{+Q?s7B8g*N;5}d(j zH|%UY(4W^@v@j#T_>OE|BGi+FE;Ik$RQak(H{UWHDt%8rJAfS+4N<XHiyd z%R6yoo5g9|g^rOEBEG_du`^%y*oJY_Ys)>RK~Us(RA*@jRVY=IF7^ZtIH<}glR^s) zI0{>-1;|t!3Q7_R@(8GL;tPa(fPs&_ex6;ihsV@2+&`#VD?$%l>;GczJ;R#JzAw-j z9d*Qlj$%W=GByyg0n){Wiby9y2&nXgfRxZev0+0%WdsodD$+s%LP&tn22fB+A|(kV z1cU(5gb)xCI^6Rz^Vf0acfZ{a*DpQ~Pn47QoOhqS*IIk+YS$n{ooUL4vid}DK{f3C zb{9-;pLwgugG7CCyy(vOwe$UxfRwCLjHr%|(8~oV2O@J2`P4PVPYWzTtVr;m`)<%bxDy5|Z2C(5 z8ma)Up0|hbX?kPo=Z(TX&!^?t{*4!#DFW$R-Lpc$7bvhP3;=rt`Kq3@JvV`fpvQ&` z#0xtXu8$Ah269Wc1$0IY*Tm`ryN&=dqaaM-DUfqgXh=WN4#=aZN28iz@_Z_}L*F?K zc24cmv$7C!^Gnnd;1+akd^?~BLFdsk$|7nrd|IPMXa{IKVday5pQ!CUe1o~sO0T5# z_vX5wgXPpRdFT0sBFx0B%sT?79x2ZvaLhKO=Vp!?h|2#!Ol#v4fx1QJ66b)$l|o{k zGh3R@j%jCZ$kvP1{EIS`N4LnF!DWZc4g}^>Ht;J;-%HfSm9z(uQH7fwU@dBItRRK; ze|860S5QBUEI96T^#Ng9^)S?XQU%EKYCm(H;lM&%mHqm$nU_l>tS^%T{&30@n~ns8 z0)5?+PkkMuLk=yVF9!K$HcEO8Wj&pr8&H#>T7*O4^A)AN!=IqKjI|%^Z%Ej=9@5+a z)OCeyI!R>2ln+tH%P|C4d$0RA&kr z4)IT$LEG&3OQLE$hzjgQlc4iG1U?UGqXl?NkR9y*F;BuiRErMnFo`kH`J@G74Jz+% zjnDVE0e>P>`Gk`9aQE;7E5igzLm249zYKbBgxU!VFUdm3T80j=_c;$q|KK-1L7hLm zZD8@fLaAEywS!$YhWW&tfv>U#zT?}(rDC^SjT}f#I>D@yDILT-7#3-Xi%}n-)@7g^ zfFn5X-AEk{taMcOZH}i=Ple4fj_~~dT5O(4IM*a5urBc?_oYp}hl@=Mv(gs2vV<^| zlW2s4T!3;`>#Rrr74w{_Le<=In{t&+fZ?@GvaK=AK7Q7%9mvZLtvo52r(`_0n?;EY zp|F8KZ-4_vAWW_YWNlw^t#40-T+Z7yn)`y-w?MTQJciF`2!#(odq+-b?(fjcbN*Yw z4etB=x_0fHCX*N;!4S@pQ}(}9?us}V^nSDoa$Y(4)*WTajXQCE$xX;@=m5|}u-(ja zWPk_L@(juaHRpaV&_@n!8Bw)IVW4ia?j3FIY?O!49u8Xyx(6BD93VQ}aE0x680bM^ zaFZqZl+;&kZ}ZC?$^~Jrc{`)RUD@M<7}lfHUb6B~L8er(mLOl7ohno!znIu9A z4~ev+r|dHkd6|{D#bQ;&K(2~gqbG(8+E`S7jDSupC4n;UJrO(GlrNZk2C1WusH5WX6x$gEnhfFJiv=kEsRa;$ZyXP_O)+gjoBq)t;N{Tc{Pe^o zTtwEk-NJxEfG*vEcd$_`9%v`YaEJhHLjaRtQ*EyF<3TUZ;=8d+_-c+TYV0`Py8xCe ztKrH1Eg2ZngzdM0&$3YsXFN@^pWcx17Lfy>IO%c_ZB1C@1n2xJw_#5-4A>Lcm@JVz zoieeIfXtxz;6nt^SWjGFhs(e0YLzk?!;tGho?k4+@}zjNavyr@GKF z`#)Ape$aR^CR5K1@<Yx4;;&?Cp#l@t7rQOf z9U4=7v;-joC-8qS4I)Thr1C0;S1U zH5^iqYg>qKydDRoG^8gPPy4fz$w;%g!9l%0lWXS5WXZwAXe>JW4VMWTjf=k5p_$u( zb>sTu`%jqM=6vw+5U#g(UA|@~2lyX`eb&{3CuH2b2b{%9^Z~KFb}8kY3cgqQpmykt z6@#@I1|LU8y2H>pTN2k7cren4D)m6jxdcjl=}Ok`-3%NyNVE!hJ4&xMd|Z%GpAn2Q z?)hLLq|weoWx^8;%O3R?&8}DYEhEx@T2>)|d>Yh@Dnn44GpYdssO>=gpfR<@WgfUA z&M9HVQ_iP@hi2z>bkqW#s`ak0%)k0{-@1lVB&Qu`bl+_<1SYySw;BDs*?FtsFF$MD zdvAE^mmO=48$SEVcg>?CHJg8t)tO}Eg`4V`GQu6kydyYaNdr_WOW=TNx-dR5X%$va zNEB9Ji75^zGb)AD1$&I^Uyo1Re`?-~>ZJzKk{YyMMB+oyvQZP#yTM(-==%w3duX54>2(r!&FuE))~4Re_e*ma_faf_=0 z9I13kC&O0mbB1cfeqs4WYU`Y=L2pW|C&S_cNB`pd@l%0nb)7IrSPLONEO2nH6g0sP zqHDx^r#Jnb2|+C$HfJzDft7vjo!_s@b|2p7MhWcGwrN>5Km2Hg2`YPanGbIdHTWhc zAT-2sc8mhEH;K24kv1(^!3#St@_}b-UlippH<-upj(FshjzNAqmCw~Q)|^&sU(#%0I+{2H3o9%9JE!n}&y*S3{Kj7cI)%-Kh67$^GuHj844MxKnSzG=D((nd!kM8tKFxQ`*g&){^Zj{@=8j)Gez?E z>VF=5%+nO#eR%KE(*Hi!CHm5VVxY1P+Iohaw+E+DuIjKwnx5U-Ies(X{yRdt9>bgk z9=Ke5HoS$FBp1K0JuH3J8s=!M7pRKEejN_081%auDi;$0Om71NiU*MFNIRG^$$DyulTV+#Ncf5~(5kk+~K z*tqFM8zs@fquk^wvQVRV%7z0S-@+K*4uP!qwjGpe=#b3i%}-TIO?Umh{Li~Ua&p)e z6YiRAW>xhEE)!jQ0j4r7!479o3B#6#PjRFywptraWppqx>-cfp3%g!sOkV$czR~Hr zi#W`v+#%xVksK!meu#7M%ywkTtOYq0RY&OX(R|%@7)Qw{vi|Hwzuzb?Bkl-%F-$MG z7otd%AsvmyIc``UQrch|Fcd&nITq2g1D0x}s_Ds>5p-+8yA`Ai7I2a}IXL=Ah6BtQ zu6oOd8+Fuu51TiJ*QxMgOm(bA*RV>B!I`jR+P2;lvbvuM1y7J_tU|L>RnbI|33*RuSd2x(PL5qp z_2;3L`f;lj4R{~Z(~ayr>7;oY0&SWzev(7t)^W5*RtH({Es6z-WWNs~SCDmsEbg;zgO7B^60(&LNCRu5 zAIp654D-g*Os2QGq#T@Xu2T%;Q7sYUNl6ps1Ys?0U$_06j|}M@HlL|q^l6xXrg&<< zX=>@S64~^v8Z%m&89JhzJe6mXQkw>64hZ{Q8Z$8kvEMTQDAv^y%Eg3+_`GXQ#FKaQ zd9~*hcD6Y$c`Yt0ZD~p{!Xz`!V8 z(ovCChs&KfJgUHs3!^`8B#fCoKJiOcb(_@MnGCnHd zfS=#lC6*M8pvi_ji<1dgfMA6ELfaM{c2KOCrq@r24J_vGMPVrQtCY|IPEQnde5R(^ z1R;4dSv>eIhs7POx1iV2)?UzO*<@YTC^7OhLqtj9hlnhbQV-*)N@MMe6HLN^x0m@9 zvtFJKy}9L;Ia4GId{6vrH8&{&%vO*vHqCrVARk+kj0YV z;F_(Bj*-Kg2`-}kP4>gg-bTGIx%TtQc17V%TaPnWC@9YJ)+K6A%7xz1#{705cpBHp zK1!bPF7Lktw7#Zh2vlunW`&(|_vMxLQ^n4zYIEb* z^L(1(&P$*XP{>|>F|0&1%_m&D27J@h$E#K<-=@?x;cC@uO`;O1WUJ2b5tyA7?&$?`3m>uRt zj_C%G;gux8Ru0?;41#`N}o9So#gdC z#8HMkK8L1nntf3Zo>b^i3``2bwn)O?uS=#q>lmudDDjnS(bUKqa)5Vdh3Ey$y{0Z5 z+=QCY%u10F3BrzT&yrPa=dI7TIlgz)pE&-GWsN%L2#*36qDY)I{OlW0t_zS!mzfTL za3=Ap4gt5}sSsBYBkR$gw!JUv<#(*d2nxSoN{<0cR=!tqo1X=YCGno?sddio4PHJeV@d>wn78F>5HnFIE*^@}+eKdkwv|8(_see$HY_DZD)wed(6U#o!=?RGI6^ z-Db%=PQTe_XRsnt5^&);R;qB#>6YMEiX{3uzXrgZihjH&OgoK|wUA$RjQLv#Thby< z9lx&NCW^`v)~t%aIK2+9>wxxUQ@H7Wg0~uIRp)M#RW#uC3r3$&bhB2q7f{#8TO0o2 zHNoLOab=Gh<6oTJjvugmhV6@5H)2r+O1FCl>?aR*MVU_f1T=>0IrO&0$Re|?u!BeQ zx+XHd96aVd?rL{1E8PH%@SbiY)o@4u5D0+aaLEI0r2tPwrQosr3H}xS1xw>7!Qw>$ zF)xUwB<9!G!8g0gl=qWH;pDbA3T|QZw`94+uLLD~KNk6Iv^K6`m$bHNQJjcjB8)1$ zqMC7+?+#L~hRYLrE=u2NmAjx^%DfP!HJ37n^4_#fL(r+Yu~@#(mkC&NjXV#8(aBVW z0m1s~%oRI?*)CWH(N^WxH~N$O%uZeI%SGTj?3Y{389Ci4^%3d)bjt%<23`LQ2_-J$ z0)}phU&mx-1kdy(R5t6MS>QSs5hP-BvD}_kA}bvwc9FRFXWBlXAg-&Z3V|ZZ1e0JO|v)IY)=ZnVQ~d#_vRfB z1&ND~W+rY=_K6nP1ZA}N8KyP)gM6{1(N3Al#Aal9C{&({3P?nHFw4ZS>^EM#fy$EL z=ZEND-*`7BiE9}Jd1bkTpRC18z$??v`G%%jEv_~t{2_C{a8Kr}bH(0G z%8VDRYzu!GkP_lh7OFZI+$Y)~T7@xTm)pu+QrT2M4sOGwm%A2ub+64qox|D(Aj*1? z^48e0nD8r}W$V3~ccn=}2P=|ux`41)9Z!8ElB{bB)(1I-yd}NCF7=#2;uTo=(@ zMd#@q5slZsqEb9Rw-MBen%wuUH~$RmZz_F9cUcd=x{emRE#pp9WW>L)esL_k_jOPN z1H?6Z6Gsd2#z;%_5!YH{Esj_-t-1i_m=xApkV}nU|499}(B0N=2-{|f?~GsV@~&JL zVP@E{TJx*oUO@*C3BS*jMeObLmQGklAf^(9w|1(T;5Mi=5$4e-Kz)AiuUFqTbBgdt zW}ODQW5cRV6JsVG_a~#7|9UKbgYhvGWpRqZn*ppJ> z_~kKB_1wD?y=ilxW%f?b`KlW3Z@=#w`)EN7)+q;0d24faf4d%`H7@)iI1z_OBWA_( zPV@GE`^{f>06p;wWO07Xw+xhV{r^WldjYSe7s@aGi|w~o7kO{}p5Oc*bA73N}%-iTNNcg+%c#-h!iGP>*f8T}wFMoC+Xf`S06etiL zRLo2naL3oI9l85mj``Q`oS}4==$}IBk(KTpJbV75?GblSuh)yC7elj z2O+PyQ5xe863pgx5g~^|20D70jV&|ZIaUTuK2MTeyLS4!!^vNVEaGE$aZlcXv6XY2 z*zmrJ_<=_+>8I*|x18V39ap;_e@ha!0Pgyg-!u(j4(hLFkgTRbcd~e=RIUJP}7+_Dleqiq=s_!fcc9(3OMG=4EH`8c(BQ4qT`s}S? zg~6yoUMuZ$Xk5eVl=5p@Y(|MDlrI*#kF;c!JK42PMyxH@@1 z0{r~Q?rDRWdnI0P7NBC;B{O%aksmPb! zst&(laFu;At(GaJ{_1x5f^zpyt+!-S^Wa`3yY!U;XlJbVdd4=N-&jU&R{-%O=f^Yn zHYs#iR<>k~(aShujaXX`)N2Rz4W!9(>Z(6kyY)gv9)ofsGIrT&B~0Dm0jPH|I`v?) zUhFGM)3YxFUTsE-VU11R)^1tamgJSkY9B z`Pt?XVdCpl8*io<0(U)#!H`4UZ>_jd{=oDESvydOI=xBTy zKr69UR_-xL>8;%c2BiG>J_W_GVJ%CKl_huwKt0}oer{kLt`RG{)mP#-K=bq4V_lay zP{?c1{rc{H<4;!HRKX{*6F6rf|2}8eoaoOre-$)1l+0m{&XlYj>U7T5({PM%@+t(U zw0BmC9Eu0?h7w+iI*Ym)XO|#lq)=tl4B;PY4>!xN+B|h(%xr!xal5^qTEyg2YcsILDw)Bv1T_&!1 za%qjT>IZ!KRZ;#Ed{kSE3Z8mUPLW+gl-Vd(pQ7zYYce;Dtg!vrNtLf=@87CRJ%9!c zxg{(G(!HtU$L;vU3LCXIXMl?pTxF(h{{LW7UywiC>(04YS~#4sS)?Ct?JsCR4`Fse z5Jcn9yBF1YAwLV?Q3=I9(OLXgG3PO1Y^T@RADJ}swvlyvN`i^NJwN88g^ornsD^Sj zZ-q0;Cj}@H&&ydSp(4S?Te!ssP-tFW!Gmu-U{PROzxM$_+d6l>&7#omi4E?y9UeOS z&BY_@(tw*mBl#$Dr$$Q;Y|MGhTSYm9I|Q1)+h+PYHL;GKr{>DWvF^Rw9cEqZ=m<3HY2Y~P3oQv}t(=DUdj6-V!aAwtTSojc z3OPC}JxbJR@pCTVnBF44TL(Z*XpSva)+LW>Ac--Sk%T(a zz>-5``;w68q&+60lMB$Wz6s{m+yoQO-AZg9JqkQsR%uoyAC|cMk8QF!yF>-WB*rG- zfz0b{nLSZzXyw-P%!kKI*O7!VcGb0S%aBvflGk;1KMF{^EC?3&fK7*v1`V|^jvZY! zs(kOf{(P4O_9>gS)oL$NNQ4)O_m)K<9}io;OjSsQA@&egC&KbWbZw#6mDw^+kd@dNe@pO?AJIK-?53Yjd3Hi$dXA^Z z18i#!yZ;wQko3fQM0DTo9-Zp`JJ~Z^4M1koAmF}RJURk2Uuzu$ z1!dGxTB=dnnb`XjPj1&W*wuJ}4P**81`13cetLXM+abA-&WL&Os~e`W4>C-=qbTA| z#uFzsKs2nd{EFY@E@Ex*nXNS$3RV~Pq}6eKoO5cj&LmF{EE+Gn$&PAas<@{dbwTEO z(FtLDfWZ}2Iyj+=Uu@a1O&HdE_WC8dZdG2F3b-yxJ#3xJ@1jKV$`bvCR=wvg%&shA zQ0#6K;f!+!{M1`Pl62f;LN9Orn}00G{Z&NSxhtBZc)N>VRN;>cB$@+f7BZ5(y)V=1 zdea?5Gi0kZuZC)GrD{?td%w!%bS9sk9gmm~94EiFJ7GmPuX?)Z*mPKl%k-Y15_J^Q zB3lNupql3N-x7_=2<*$J*n`JTwLPivz=eA#cdlR=+O2^BPuEr#TT{_=hk^mC4BIG> zfWFkbKJ5s#qs+T9v}Erx-bD3NHEyznLLr5+nG~Ox0^VmN5FXpHE4{}Y^_VQlH}VQp zk2W?KHe}!^uW-G-<^KD#)S<@lvt;x0CIA0zk7? z(;G5WRTEhN?N(cTR8;1HUu3 z)>y(0<%dP18n5Ef6u$BGe4VYpQkIiRkGxvt!$YYl;6EBqC*!exA2{N-+aJfDV1%bpnA*;tj|>G> zaj^z|k^)B6v*an?B%PQ==5Q7qndk)U0JJ^dzAx5krR|do<%DFrxTDc}>VU+)`^u#O zb_yVM4-^I6mD$G&v`E0c3f_^+^S3DhhG3UaEczgML}%pUYY9393kr>i9A$E zyWN#~KyCEuEfp2NNXb!HryIIItOTaYL86k#e%;}L$q*Yw?Ha=c!l?X94d90VZQ1*P zl-KOimY6shnkPC9Gy>?ei#?3XG{0QGVao4Hu)_1mI#L98xOt$nY7iGVr#lo*@jHrS z|JLxe{eCNOIF{RzSzcinv3U?W#UbDnf3IMdg9BXu%D4)-oDpK!_i6h{u1}%t3u41p zH!!PBP3*xpW2H*C)BUqQmbh5Y1TNIsomkHYam-`p&mfEg9gs=@&RV z4>$B3CbGqOHttlA`Xt4qy`VE+PYSW(=$aGLx^YMkF5sx(M}A=_z6g$u0L`_54?}=_ z?`U{*oa6J~?)sCfH>tiu#qQfi$-bkEpFKdP zS>~UZBRW8LDBe1MLF9K9*c?ZB*^?;cEkiMYhx{3Vy8l@hz^dFP6$3VC*VTAMC6dDH z_O=&EfTgjXs2h0b{2kBxZ-W5nk`kltQFCGP1C5(|z@tF;W|qO~9EXyk0EHxSSx!OF5}uko<#u&ttGq6Vsilk%%W z#9mhsJSWBi&RK`t>>|=crp8)b>cEE`Vw^+r=jW!LA6D;@Zw=S`0_sU+s7%)MR@C&G zOG+|bEkBo>ql%ATN0Y&nI^}^HYf#}o4=hc4C;H8!0f+#~KW7xJ$g4f8dPN>tSeQK< zzQC9#pSHT5xZ#hL@`t`oKQ9zF?7(G2<1Ze^+GnR5p;a{oKVAz((##rn&f=7bc+ZVb#fFCek)#uAJ53N=3LgL1keo!ylCcw&0cB{^1Xi^qbb?c za1gV)8B66mGA)&~-;DkeID`x}1*rp;8)}GYWru(*&Hc}o`pi|IK4AamV)(x97J@DI zuA;saaXCRQ9NB@;ftiy%GjT8}u*;vA21M+aij9SSn7g*P)ZqAK)^2zQqfMiqonlL$ zA7zNfXR?|{95SJV5`4iSKu4Fl}Sn@~O*l8y2J z6;p0SGyjzzioaYyB}szY=8A2NeT0iQ_=oM-Ayxg)2J--pQ*ylu|K@FsF@znz5_eN%Dmq9wa2z0z0mrXtbLXemrPXv0w4D!>YYW_$yA^cT#W=xeF1@*hnhCQx90j6DEW81tVMj*J-S_nf$MR19F8 z=6*HQGFidZLS7$)K8=%Sh_epEpZG@H(BM!&&K$XAs*20rb=11Zdw%=)?2Gu<@8+HM%OzyZ`{!}@LLI;|I4nA@;>rpFh zSDk5cAM%#W6!{@pVV&piGgi-@Zx~!gR?Aj!VidG_Y>%)gzbiThmRtdrEFV6{ikNkr z=KtT6%dtg}_M`#hTI zxloQ9e1U9XQQ-D??>dvYN8e<9LY4BVG zRjvQkJ7a{&a9vT?7W9O>pFe=&0I7!HtG%1v$`r1N3yJxV&j}pzRX4=MvYjw@d3!GS z*Tvf^pk*2hs=rve(MqNOPj-bt?*-#wax3zl1?1L7r+yaPEFA}S`WUo__eIPO_S6{$ zCW#?OOubK}3!mkyQ73Q4>P}snx$#RR6?h9ppZr8v{pC|Zze?w!ulP^JT{D8iu<^i6 zB#`bkip!yG4ThGY6%24Egil5B-|cChhJxYe@yLg(!6dx3*0ih^K8U7l$BC9iWS%Mm+P+T{$Wj4)pkoN0eqfxHv$r zjr8|0v@j>Xb+x;ef0cpFrC7U)JhIc((P%SzD>Lw}U~ggFYH*V)24*UM+yd~6wp8Oc zU5bxEdFA8etWvtU!QF0x5(JD`HYOi+!ROE|6k23@8K=Q0(+qbAVYyLblm>yB#)iU5 zpf+18>SSyV)D*fsBfs@)sR5%E_)lS?D!9reFq4W-=qE&FX%&W&ah2xeP;a(a7JLo( zo$l$L?|K6*(63PcY(vWaAe4`P{}jt-;&NpIEE?opdJfmV8e4Wgb8YiYpI#k46tj*% z9z?59yS`pRbvKtSP@-kb!bjx9*{wOf1M?-e&;6UIlH3CmzMPe??zjxh%m(W#1YFTQ zkfkF0=pC<=*U&f&+lCVF1J@QH@uM?Cvj32-EdL$5BM;0@|LNQ*Ln}zeQaB8yzQWdmlu6Ny^yBLG4L6M%MEu1a7;Uc5-AtF0u#wfZi<-P zix|W;KfBn}Azvr5!E2&03Lm98NhRmKCN9slFR#UArW9CL)_8|b(?3Ii&5Wdt+=gh_ zhB9Cm&ca5sR>Lt2wid`{#arf9{rb;k{7WU#qym9oe?t6W)h2$^kW zVO$Q<413pOiB@#jmDm&>;NZBSWQb2qGEF(w+K()4fFvb#KuC*+N{dk!t%xdkcPvAT z6EXZI=SvjGQ2kniEsKc6$EXtd(lD)# zS2*6($J^R8ct<1{D8M*417D-~9VdpWpNAejncBUcII9;gXLolaO0-v->35XqXa@*9 zw^p>X&oH{~3z(K?vz**JEM{TY0OdbX8imci&p)uVN#!*R{~}O%Y!9TNv;ZM_N9x=b zoU9pf#UHpdjh9yp);2{%jq}^|@xi$Xw6N(k00A2TSHZHLn0LAmxmUK#L#12ooVvKj zX%8=T8b96@yZD;Ofa=je3G!}6Ife;q{fpS$FmAHc{ueoY;0DI7Y>NSqlhU1@?%V%- z;h->hVTA!>yN7VIO|}VwFZXsl9uhUzC3n*I%nj!R{^>Kc>?{;>5i(; zB9{hU|4nk?SKwOlYKY#555d?e4_jq<$Bv#f=UXBgfK2LM!dr(*AImaLckkQzAcfYi zsZ9Fs8xoFhZDC$P=>vZKQ*FQn?AJJwz7!3bce1|@F zkNCYA5J0q7UCKs825Aw~&9U|q!7N1OHPDgpuTS~ICp^5DZlhHH^{xABP2fQN2mV~m z`DT;^5r>!dbw8WVSfSs)K;$gYtQ63`^3UfE3FJ10E`=}^0rcF~!oNE|E<8A`%b!{g zO#C6#^z!|CA>Zu)q2=~3r1GKlfw0_w|M`IhXgld9U8y?+)rOgS@>hquC-9&ByRd@@ zN0l!?JG9p1x$Z8ih?4rY;S*4(u^9_p(f?ZU!o#@q-RlfGJ^$}Ns|)Gj&rfyF*Ugpu zJzVCe^8f41zWP5IXY@pN<&7s1E54hI17XMD5s3fM2BOJv2_6g7&HkV)9+z}Ur!?p9 zNks%++#+dr^3(Ch*0q3R~7@|T^b-jjfy&b zjYFG&N}(_(`xW3=W6o3_lupZ|M+emW)yrR=xc!YI=BLjK2Fd{jrsc+fEZuX{dVOgR z;7mUzK_?J%W+8uhJ|{9VcmQzAe&m`QWKiXue~8mwXaB7So$>e?uq4vkZff>1;owYn zcR!R7+yO!QNvU=v)_d3N?BZE_gejKCiKyNFG|UUY$JfYus(gYrWHyAcvZvYlG=$Ke zW9DuabqbLXrncRNaSd_zAHNK$*M;P~ifHc*9C@O}_6PBu@UK#x=C%aRtC#fEQ7M3r zY6dEkUip0BVQXLC546s4ZWZD?#v${wl~Il?kcj)-{Rqazy#ip&Rz3C0m&dA~f%YeFKr&J+|eg+N(97$t_OAw8qYhr)~34Q#K5XdvHU2;ZblNtEuPu_}0K?0Gqq77vs;r0tq|l#;XB& zSJsw>E8PtCuz>Jw4+s314*_e?A2LL?nrQf~OQXm7a&`&^2{v6Me;u=rmbb5$4NRv*XrD@F!SwBN0op4;$X+Dxg_bNx&S~|X+R0o zA9Dlf;4we`BD$j4bQBpRc1?*oY7SCjo~k$_jM3&Y3OL7+ruHi}sZmNCstrCVO?t${?x8^8>Jl9&e#;PbZh z#OkX{%BI3zMAR5n9%M4wzCtzHDAGnRcAXm)@cLNJwdj8y`P;*!qy@Ol(o}FKT}rat z_VS+k3rWJok!f21_d)v(<8(psuuiZ z^+9ae4)BU5GBFvluI<#L5^R0N?#Nw~0}a48=a#+EyZ&UkqKEto^GZ9>vRymo15o0N zIu&wwESL(S#vNIMZM_!u@2_JW_(%Cm0QkOuS`B!sm*d%CLZNK1w#Ys2$?rMbz=Ab7B1ksgGFQH)kD?=bEl%c zDr~5qi0_7;1@|ZS2Lk!4mtx|c8LKx>qz-Dog~yMC$@gh1AK(*;U3A>0%${ohDY8H8 zJrO)Gb6S(~bTtTII=ioWZ^>=?G1Ccv0P|w`;PM^->ig4)=9rWIlMk#*bWm*`u6*}e z6;|c>RaXdtGr(v}&tbJ0u27Jo2S{`PIKa*TmoIr(YT;*f&YS?{6?3_3*bl}J6sLzQ zhyatsG9hh1P>f-ycOF6oaQoM1nt1!wHSr)WX`nz5vgwFdXc=J?C==eYD&hmX0O~t2 zKqi{vQ{5i--?)`bn&DqC_U35alvLB>+~{r<-J=UL1eTV>e04N3q}fX7iQ3MPEF)>> zGtHSc-;w}=HQy7I!bUkPLbO!z*!sYv6#c+M?EGo*$b;pQa81t+Dpz4+e$h&n%Rj5a zUkyslRV`88y^?sSACL|hkGU3lD-F?L6BwSM3Z@Md$-eXwR2=fIkWcUj9Fvzl)JpH? z6gRNS!06%D{@UG)rYj>2Dz&Y^qdF2x6GoW3OufFJ2-8u)VJ%ko&sdyLLd&n%PD`*?csw9fv7`=xECK=WQmiG z{;~0%vGO4kdxN7I*(QS5UrYKWEHEeAD5X~ym^c&&Cd zaLd0JFTF0K2%5g$V&NtL9)3RM3vbhKaxH`Pfvd6C>uK=l#xpB6s@~tAhS;DA2E^J? zLQjuLBj$k>_A;)?ajmhAE6pI$WpEc?(9{CX7-1JBU~GZs+q0UE4wC0zJ9SlG(eCTT z%s`jQd>8=Pye=q`s0&jIKCN)7rA{3k1?}Kn0m)!$0X?tF_k{-@uBlR}?~~EM$jnav zRdgvksWrsGj%LQy4zSlFN$**jxuHmX$>6w2;+y>xk2Qo@HV+>c!BC$q9{Ts%$Q;L6pbpx*mDE35xdXT2y{(iYvS zi-`7Eh#~!#0UG}X$T*96U(TR*<{kPnck3><>~Ids1=9Yq_X{IaLxw!I$Hf~{$fv;& z1OC(C(o}8N%AwkNfFvW(YsvP`Y!hr4vCAR!iJ#4UGEUp?fMjdBM~!JyLZElIZjYO7 zSCLI_T0|m7!4|xA`fiXwk8I0aVL&=@KJp!fk~MWX0S6Q4d85{1+1K>`74iGP6SL)) z$|=swxR?Ess^_XI_eaboE#=j4Q7G}N6>CYLy_Rcd5R7xrqhS|5=N;2SwzW{c2m1e6 z1h}~NY#5ihK{6QG;N_s@IpGHkQZeT{@~55?QGhvWO)zdGX@b;lPD`bL^=6d;Biaj9 zK-dUPUP#)_YHrFv7}?NlG4u}5`h-BJLQg}MbI3v*42N5VJ!+t-NapW)s$Mmf&#n9M z9gFWQOu8;B5sL+OFSWO{YFiPgFLi-j;WKo#ZRMuNFQL#+LJSsC{*Z8h62JTc6G)pL z=488+505SgKR&yeInNi_WkjAF2YqocH|QeQyr{g1M2>zIfM|g55;9nu$S=c%gf>x) z>v6NubcqL{95{}(_GwdXu?p!Qv~mWtN@x0EBNl~}+;|W~2wv?r{-pD&rQZB_kO2CS z@9Ck775^FJTC67a4VqlH)BN>Kv4X=<_xdI6TW*>F9eIt7NG5{sX6h-fR-pOJi)2@388DN(ZgK}$g{1+YmJpljwK z<9ul|Gt%UA)g$l*=ZQqJzx&@S2hkxs91ES4@Hu=kiLeWavK8u4d(xV~$k$sNDHQWo z{d?*`@6BL$+gtAl59xlNoVf>#oX`|ypj2v1F=toFA8Jvkneyd4jK|>DTVwCB`8&yZ z*+g_3A*n=g$Ak&gl|qvS6~R&w#J`%Z+Vr`$-mZt=3nm4X&s?ifxo1A5Iz={e{5gFwB|<)6~F9Ito0HGT!OFOU%(AfAKJ=(LQmYbPqB zJQ4ABi6@L_Av3oy+5F8ll1=}3>DN`$pOgYLK5(&_;T>?4At ze*zg|Nk|7sIDo{YRU5nhcMkP6lqw9?OY(Sn%gLwG6~%%XuSDM*E|{zU(A>d zTBE;7tbn_-zh@?&a(yX()~(S(W!!o0zix_Z#vSZUfqi`2h%1(kG&n5Hfc zuLvj+g;dI}iQ1H#^Y8Zuy2<3P1G$i870&B-c1avEkpr<{`Fcc$yfClBx3!7GAanH! z2QBSNRQ6GZq0_?e(5yrg+n%HYJqE0Nyh7*Bg{~P2C9u&K5dYhQ*oywpr7yUdOzP$D z{{m7E&}y_H+zvR#5r;_xF^9ma#{3bc;6s~YY8i)ghgJGGx!6oBaIQ81jn75Mq!G}R z$UW4Sjua9AgM)V8dexx@BloYpNuu!Gh<|R6-I(VPoA68F=xz~9T=f}1@;>E@+Cd{g zZ;a}!cvzBh5LHrT(|vphh#eJ9GU571vXVXp5E^9+iafbP$aJZFA<#pR6NFEN9Svva z>bxU_0<#=J z&@OPt)1|T(4&3iRxQf1LqNH14oQJk`9e~b+B@IAL&H3b7)8~g7jPsF=kQ^q)NqCdJ zr-@k)DPF$oAsJJkeF+8|V&sx` zpy}5;g?v2GA5`H6&k0g31RX+j(=;eP+XV6v-hYl4@i#K_kV`8HcoKm`6lep?pFWP-AymMST8z2nJ*X zYDGW|9_082RDg#QXbnP8KynYgmhLB$o3cK#6w}UX8Z+naup=6o^@T2X$(hMS6mwcU zkJE|K27?-|fm}P+A@`Cb1*qMcIQju~k7SzBe}9)Iw!FC*21hlq`KC(YZx-yM|2|sc zD&8gi8(@1#+Gr?62S5m_vJGnSMaDtuUcr2w2c}4M?#(Ke^^diH@lX{#mMR|% zblvM<33ULj7#fg)VDTK5Vk#wfEqNs_e*0EHssu$8D5M6|YVH$_v}~Oi+oqZ7sbNL# z0y^K$Ljp|V?*REN(U~g#UZxB-4QzlA*8yGCMeYg zPZTJ4z&r0zY=~-Fx86h6MCYPwq#|(e^;M9oj5+2O#!ueWB>1CI#-mmL;Vxn1lhX)L zI_lgZFq%~v)~LGA{6EI$y|)bXd5u7vuuVZWcN+x|9{qCNnvYSI%kIiCTIlr*?Y1^(oJEFENNgFd%!iVKnJZ3pI5X{b2k%&zec~vn99#umC z&_m$19vt?7akA_*4gx-F1#LlseikzWsEH<-miV&Sn4DDr5J){D1W~1A#J7Pd%4JRg zzMXqa3mpPR&v@|jSN;&bWbTWCvSm+o*a5x6@XewPrGVu4Iuj6{ZPv+CZoe~&aJOAvm zLfSSD;Z4d#JeklAZZi3t4wUP@kJa$T03q$gcEWK)!*kJA&I&TUd9s}YD~XlqEX+1?*%+ZnrDP(*esJtl5+ z;{o5l-~6N|zrSLbF+O5m6tvKpXrrj-Q_ra1elpbu$J3?O#hRZ8mEFc#!D>0`V zrxX~1a*MS|hwKx6eAx%LlgD|{-t%879OzNNdQbkwVbeNSGwf8yNL8WUzES+HV3OBr z;EBON6n}Lov+pXKT)|6vMy`dFwO-n_P?PGGL`LEh*zA7){W^J8StubY7}7)Eg`~r! z>=(3K!~|QMf3P05$9G^7H`B5n=FKIEugmYjSeBnH@_EiyYN5%ujZ!2wGyq3vxt$|b zKhssPhWb`{eGja~CD1SuRZzSPlz_0N3GauFpzZY9okk_#Qq3Rrf5a+a&YL!m7E1mX z!VxVvGdr`y`}9J~3f~a-h^iF~+&uuuC(R>iF6sx35ccSJ+v$)GCh!?L@t({T33af{ zLLrml;4m%VG|JalT)CPB7$WJkh2~}8gr<`x=*;(9%F5+@5}*{X~w=PzK40e{eOK+o+QnNWx`8kh`&5OA;LM!Tz| zg&Zd$aU8_E*#>oLci46*Y;1y zK%-k$gKgMa;+C4ElJ$bkWQ{^SPKw!YJ}{R;0_~|!UG&w|Dcy>a%P*5uj!F78U_jUT zTSY;0t{&zmH*UMlrufXL^S-nS(t9oA=jx8YTqKvN4Z2~#w+o3)fLMkx-09q%w2nY& zq+dJ)7AcIWN)+&mCh=3Xrv<`@Zh{`-E zDDxl!K@t*dsaQc0MHvKv3J5}g2!Svrs2HLmi4Y)!5F$_v5J(sT0mAUEC%AXr`<&nT zedqnY&;JneWUckAbr08d-S>L#g70FgbWAm%tPvZvkfR^&LV_Dd&5qVkfDh4pDYWb! z(L3f39rJ7v#k-=U)437|t;=ZHbz#Kd zhfs-Wqr1whAZQ};aAZFBW3LX$BSo){?Lgee?BvBg?E*EzTCO>dQ~ln4laYTgd_3Ky zSdYv6?z|a@(C6zgo30m;yP4m0Ox=nWexop_7rH#KuP+yn-+q%GFiv+=@MDvrKf=4B zn9h3wL;GAXHv?|DxaLUT-!<$_-yOKLl6(>zUu%!P=ry1G-l~1fX8(L$#h@@U?jJKT)4w0`FBZLJ?uZ1HQ`=izuI{OkJ=+R;d|;Kw zYe3tGv2^sP#*@y=W&l3}wJGi=MtjP=?}>SyD>EQfpYileMU}k=eN<{(0=uS*t9-9K z5LCNa&Uoge08D7c8PH|Fjb5snw!&U{4n2OY>#i%{X2Lp6P=P^qf#L5!T|5Ryi#ED( zqkrpxcXa(^>Qz(l;@_dyq*0$t>gQ<;h!86k)a>*)yO)^Q54lpjBddg3mmCo7#*eT@ zg+BS|1L*0~c2jd%BPnNpk8Od(jua9#8${K7`ax|J;eApsddb^ZKet zkHPww12Ci8d{@xZ=`W{a-XG>vXzvi|KXC5?M))qw)t31H=E~ZeW6YgBS)X}sR75fL zFI|cn8jOwkar(&DE|&)saPhWIAmMk@k!dgXwyJd0QfB^0QZFm|_uvebH*-)kqx`OB zblvL(sGKtVa#1Gb*l1jj=xqND1a2a!Hnh&@EaRLbxbP=)MZQom?h zV0mT&2;caV2~gdeS)sM-3yzEA1BH1j+tVqe9E5q-JgZ#HI+|+C-H$nsns>qDL$1J( zvm{N~=vwACuak>K939dhAc`Jcx*$~Q=>Z~b!)1uN%B);XI>C+yeC+l@8{62Bac#0& zsfj4+moqK@5Xp|rnYqKBoK-6;B?r)z#v?-rX$+Uf&>pCR$$vZ1x(7wdHkcpE?7O~E zCqoUnW6rfRJ9nwfb@qtPu?_@oZb6$p5b=XH1T3S?@NuX5a121ijh-P-pNyn(T>`T+ zXP=w@dZ!}>(!JsBJJ4q1aijlWY9@<5L^(Xmas(W1p#I^&K=xZS%O^5mhrURjDtb}_ zCYL(@(7(|QULCWPR9n{NqUTr1GLeYRt_zvla`Y!Kcz9t4t9}?)`iFD8XxG2PPlzW6 z4Lkdd0;K7^W^2eD8|cSh*m5J6&-O2!5ETiHLziFFv8-Cw^^_lu9Oz!iuS%^9e0e-= zZ)L#F3*h@8eGusRB73CGd$MrAZ{u0a?c*I4H+mXdb@D)kK@j=yFCfRX)^`pTrlQBe z{doqvfzyf zs^xb71+wrsFXzw1&V3h^XFzaKWicIJCOVQBS*fVL<4`K*#@DDbdeHfK9`m-jS%zTc z{ShSicv|Iv^=rbf2e|GNqAmHhgtz6Ra$xX4%R$FbeWvX5IH+HP4gCCFHylz{>TJ5FK@8GV&PuArtPfg8X00af%H*b&|7Ub z-X0V?Q#B0g$Rnor<)$(*0nZKrW&iR*A13cuVp^9QbmIox_R8$Tg_f}|p?)56H|MI| zl3T{^Axs}g!3W1{f&O8{(#xgO=WN|A0J%H(A?OBZ^pP0bH=7=P{w5jcfnqwmKF}hJ zCz#d`zA^_=tuXUygiGPs zL6$rJz2k!Ok5!jSe))!f;=I|74c}zLOb!CMSBWO)o6g!=bZgIkr%vRB9@5!IPg0lJ ztw;4W&42{0Z3jGxaq$oB90p~xG2iC(``S~E?pXauor=`4Q|C^Ng8FbXGh01K$p+7U zXoA5LONAg^y@X;E6g`ei{KuIjG*A#uR$UdWsEKPlY@_wbgb7TRBF^Ly{Kom_VWB&VZ5Dtvj$hZ1$E?*!=Ms2<9v{lrPGODfj< zV5-$#uDPMuBn0TIdqrOt!$&}gco^fUHjfW543E~OfXFn>UK#U91nc}hwGhVkr(W(HmRus$2Z~-!EH3ECCI!!-xVa;YxRpA5jOobZd3bXQI z<#KC#qx(18UCRrHp^~^W&Lk04X7R^C**L-C)n(DQ#3viz=O{%9ZgguK?o zp$Anb5;Ui(8%lK@h|L6jLV7ySx2=BS!~G&dMk9z%5r3at0I33j;`g>$;DQHN+K(E> zvvjBc-_mw*m% z=*J&%q+iH0nr6pB4V={V-72>!8-T+2O^}8Ns`$6bGDV=ndVlu=W@|vX398f+EZVGp zpR8~|pu(T6P1?~g+gYs;*Jt1B5FtPxPN*S5ZjoX2G0@0L^(N(~5`Kc?FM3pQ8i32PA%Qm1_&R(S&I%W@U9T!c=}+DoP9v+`!I@yG8D?%+@RogXi% z^>2wXtHJPA2eJF#2JzA@gimX_u^p;$iL|&Rz^uew^9OxH7NezrDr3lvdNL}ATiz}| zbR7a0CiPC%@t}Tj!nP8ZwcR>}g`mkCxJl*hzo|@*z8w;UzKy(i>o=sU?8te{4!ovC zTUJgm45;&xKt*{{4Lj6P*yjhtZFy0B?wcjAYp;z|DEhwu#WFwrcrZY^sCWm^)N6B8 zgZO-Z16H~8tgugqR5(T?5mOQKI){$F{iJ0;<+ep|+r+w%g(eI2kb)k~b)YB@LIZ#M zJ{nXamd)N&a30e?W&-KOlQQ?}t;*@3Tvnk=LTt(0pguFbI75}y&1cSlI-GudCm)~l ze$9wO9Y*3SPDfk>-7CBL&>Oe>=<^?{;^JvbZCgk+B)KRfVv)h!TVjV#34F5DxF_bK zq0Tyxc?hYDA#(szHB>wTOy1{R~cfUGu{j;s#Z|#-HGC$w@?UqAdTsm?6!dF{= z|Mr)fxIKB7515=AY8Vd3jXOU~5sq}$*GI|v0!x=;ifKRlkUaSEj7v*X=EP}foe=Iy z2?m|?`fg@%JOo|t&NZMP7YlEwrbcB8vm%1Ajc+>pF^7`Tmlb6utrzBsnj>BjHjd*E z^cyRYEE21)?6qp#{fKAZmd1v8qsA&X$(~wU=nTbc<3jk$DB;cZ%5Ry*C*|WZzWALU z7H>rvk#+LQL;9wUqZYT-i?ZbvoI9#(DAKSYo zF1MB@33e5bo@@}TN$$x~oU46t{e>Fm(6ASQq{glA8C25{{jvZk?hUuTbHx= zsJ_&1q5Onq#9VFvV;f`TvzGc|%M7F-zjz`2z_+0&()B%BE*h@@;j@h5X$&8^!xY2V|>D%XduD7 ze>B!@)zKv*D#n@f_o}d$<*~7ZL~eQ3MfC0Mj!IhXzy7j`SmkxuUTNzrSD4A=VN@8n z#hbCL?7Xi_U6wA*E}u7fHDSDV|Hxpw*OMx&u%7Fk2kpEA;<+Cx821y${n(78dT&*o zOho8;w=LN%3Gy{*i6pjDd8Q8Bx?DdH-KX0p11tL94rim9R=WGU?3Uoog|&Q1Y{voV z(089t>o()Eqa9Z4^V1C7Q=!%P-T)ia_WY(+vbF`YF9zc{ z`|wz1HSK}6#cQuaskHdvv2eA^417CIjx~eJIJ8*;Hw@frA#v=8mwax;zWeujoFm!W zvdS=9;isEq&v)cRQbI7q>BWT&{L%nPjVPNrkZ3TXHF@u+`Zaf?gGjuXy7GK1vV+rziX1{XU{K((DrHCztAF z`dGJJvCHR(ky0#g0e38TPUp@(?bdyZiz3gJ9ZP{w-QJ#!N*0~zXg+Veizj)DXA2y3 zmFr4_f(A8QeG6bbD^-@7Y{lC16#tZf@BrF6dKcIX75bio2%4uoFRdB%a-@84Hx(Az z7T1W`4@b4nxI9;v-CL974(sZY=>;^&uIG=uQj~sYJfAq1 zfJZ9%*ctnndVqpQxHB?R2V5qbkVtl!;+|VvKPFHV9ady6T!QS z59y_EohyE(FMKuph*+8oJ94#bU7!K*fu5qKCTWh zJx}15G<|*+>$kHYTs{VeB?Hg_n)f|J*{kU8+$tv&&#n)XdP*rgy*)vmNspo;EPEdkw z=KFIq^x|>Ux!keeW@CEKT|p+KTrJ;AK$@#O=#-wL#npvFBo9?3eEMJ-)r;!>-Uv^Hr-H^oSb?3%66!)^VBl6aM~# z?dal_=fCo|dX-oCHWa9zZ9a5m=qKVq30CSqJ9jw2{)Wi2x4Rbj18?W(YVrIGH~fC} z740g|tk}b-zOYR&p0w6W)GMty7%_XG@vTSTzPA(MTK3p1t=Jd0xaGzwN1jN{2a9X` z%$Wo7-PmluUQc6SX&)ji_Z5v_1k=A(~eosoN3tE75s zRR|X4!Z*XXV95JvVkB8vzNU1l23vRwbEANfq9@+0A#*5o!KyZKr455mIC6_Ors?5r zw=66UU`p*uJWdg^&fCjw-1c(qlg>S;6VldIOyABsXAAevSHT+FN3!1NrFo`k!!wJs zeb45IiiLp-a+6!lONcF2{_#+0%R8m`oB(U87^AkPLRw?BiMS`Ueu??$X12e=3E$a@ zh^?(L6V_1jlI+hIZNa^Nl)|0f^mxs?{YXk!Qp$y)L3HpDO?pDF^dWgX&KB8{y`yes z1*hEZEjrVQdP${dWS>`CTzD}ypXji|HF;xuq9$;&#sQPqAM}1V3yuB>lO5J6f>|E5 zMIib*t0zs;k(QN{Lylx`2IT9k_KAVfJZb#*X{uXp&IG5ayfp~z))Pny6+MjZI>29V zZ}j^uOe1}Z&%1Fyvxdr|`jp^>Uh+sKoAo4SIWvT20;hSFM+PhD!JOt#_)d43!Rsv+ z^Wh~nEFNhCsi7x2Xy#m2wE$~@akUGY$wWp~{#EgqTTa$@Slc{diY<#2dA`M$9J(^%Ldk9!-`KWh2}XJau&Gp^US}k-^eUn!Zh$>>@h}^^}5S?9itDM$H&7_ z<4m1%o7C9ePtuVgZuC)RcYzVMuiM8IL2?moJ|SOZVM9J24!j^f`#MA`MiO%S+ruXG(*w)@Q758%8u&$bdu(B_!zTn|}l zR-&p7#%q~CJI1e2{x zTZhJ4v>pTMn5D6qm(R=*A*S?Q6Vd~@PNi8o@Uor-ToQR6@^D$74z`#K21_E5)ZLW# z9@_1K>r5Ea3bUX}Yl^+ToqYGkk{sT!GU?0zHJGGgKjd|xGE&YnrsWKIiTa$j9(3dt ztIlZbd0EVm)`V4su_bU@5{8CZX;Z(FA4)nkdBEDjpv^64GkUtT+Lz_JDTibg(|dYh zekV8l*ofrwaOYlIGc00I=lkZ*kXZb1r@kxL;`U&Rhnd2_Mkp|Df-2tp);8Ii6m*9e zQ=e+npOW`~XtK3{UF*DDEA>btI#@i=W)r(nviTX!3XY3`!wbY*{Y{Lraw2eO{W^rr zKJ}oHZ6;C9ozZw{eRYm|e?YWlspjZN*q{L=zZ5Oj6|c!e`cUYHsyVZaHfzE9dt-NC zuncOppPTE?r04>GL8VJkZ-IAc?u?1qcp{_k6Zhct1cZGxZ?JafyP$vpTnd>t_}$znWZT3csnpXFGpvHX|1Vd8yj)lNN4QE}+E2Z^_Kp zcx~VReq0{i6K7Fj@E+PUUp&hC33v68?IPce9zpk;g&}OR58@IRH30|6R0@c7oL=*Zu;AvWrsCKzL0s zgDLK6h8zYz;lNtLq{-w|L2H&MwBZ1Tc~z9{nUfWzl@&RA0KDn2MxM00b~kRt%JW`ncb8s##srD=DYNJ>qq;xa(=7 zM~vMpCAZ3Ok*C9Qtg7-Y*{%VWo&I#U!>IycsYWXOf~?}P<0Xbn&jS;bCI7&yub6Hv zAW5nmXWhbV*@~HzK{J67rQJCC(;Z@&#*vrBB+V<1@S&N zFri)l@lAcC;X18}xUq&dH_%jd0XI{;6WX0-tGhG4T*<;LsQW47#`Rq3Z`b!_dSx=C zUqo$cs+MvRydHZ+V_rG6Ih!;%U*)zVvPq)@a)4{5Qz;jT8ZX4XONUWGZ6NECXhki4 z&Gq)#MY*BHQGHNO4M8u@sTVTrRpMSaRtJsablR&;sX{D2>us~rP2_l?K7O#;S{{ELmePL5kz7J2wl3c-g#s0X&z z-)0`zf=|;z`_jddUGcd_=_gs_zuH^K-gzLr^CJuv$LECIMIwYx=}W(`r;o?=8XGx; zH=lghJz$EBX*>;Iy3Onw5A_vl7I^4c5FJVi=%c&=Bcr3*f8mP4EI5}P4J2j%Nc7^h zNYm#H;&CI4Z5k1}iv!J$@yl+?=Nj-~8^{CZBlCF|*HZ6|aw82dk%+@}njvrSu>9@- z6NIDPf}EcpAd=gcSwYJV|HLR%u}WD60gfta^~CrehhZ&(N)XIEf5n^CnHoGoo<24b=1*PAX{4f$q1!rH*+0$hH<3s{AO*x_f7VAoR74XBlU<)Gqq+U)$ny zV7P_oA?&QzWpDK2pTWISxp%T zwlXr~sL}OPgdCPvr^|vy-r;!eO>NxK*%~WVPZ=@C?H(0>IFXboeb`pT5!}&+!|2!$ zHpe02jp6B5JZZEv3MFeW3~hT|xcDRH?Y2OXT*YJ@bErMScNMMJQw~-#>`+Fqy^MAW z1VQy=MnTq<0W0oc?lt^CdhzEYkQ2=cz2imqZ!^l)C6u0qnbt9_ zrMj4riZSyx&Cv0;czuq@YH@$hM0)`f1O%L=Y*+GZ?Pf`sb5(KOFa;!O zI`>pzA`d-$qF3jonBDD+4d;{u;s$x2SgvZJ)?Qs$HM2A-GqFEk2t`pVxO0ovJNrTu z)16U(GwjxCAGN1!uO|S!dTcbTl1L+88T;tBnxB*k{p$Vi%nQ1tsdSTp_c;{s0iaeuWr25kWjjS&aw#;aQQG?GPSIDU?yLv zyQ{G)Y}1jVDTEi8;ea(Sm06iQF}VXxT1XV$-Wu4MAjzH4^knM5{oqklPI%_1lU>R}=nu}%CKZb#?JM|IC#D1CI83B4jY}6@HF~8f{RO3!hD7e#*i|eZa*9|=GK+H5 zEfC^C9z$lnv2=)BcgJ{xHh%8)U4F0!8_a2LH$E}t_v&7h#58Zqh8j zk3^1EkNbCi3-s-=Y1*!v^j@_OCZ@Wfqfv`74$E38@VPrjD!g0x09)mHzkyr@KZR2M ziz(K%=bSBRylf%qbEgu#sJhC(b}j?ZbpwV1R$)#nSg$ec4tbS)1!qfV7+~?a50EQM zG*p7BXTx7D9IdA3z6Id4)(ys=`G-k|#FyC%+`llty zYLYz)CD}!S)bh5cdTDrz{+DA~cF|RKq)u!9@)w4b$fU!*ZuziF-Dft%y;i?pKq?hX z!+`OC^P*^(+B{PCSu+n`bXl&`&J1LMqo}Jf9bsCmA$1SuZ{U{O1=aFG-%q?MW`I*# zt`gQr;KXbqj<$0)(@#>R-B*n_aMqQMB9kVU_PlyG+}@JrLm2Nw$PjlB6kP{d0fXSu zU@NUxm3?!dZ{y!_1A7N>O+Vz1pnvi8hqetSHw#3hs`@2mv7IUylOdnDFU zVQ$WBgpwFRH%2m+8`;Jc8oa^h6cuAkn(q|u-)_L%c<`t?g|6nlcW@UIJ3H?)Tchi7 zu4HuKuj!RnIv_@Abe%D}t$%|(i0PE{#Tk8u@BFnq<#Nd(BD!q2ScL=XZPj>-1%z7z z4I|~#{M>0K%fok5oJiVT`CzT3u}a(o?#N%dYhN!R)r?APVQiwB87&!_)jtXugq|%c z*WN?H9wS9m9XzGWzrxn%hAXiZUc@>v_S-v1gVH34<2?v8*o8youV}A^tOy9bgwQo| zV%M?IhALw??hZOQDP6g{*kLQ)#qIalxwhC=k5eQxm3B3(4H^F=jHdp9HoHI(J2XIP zt`LGi`VtMr3~=LUXgv>JKrl=Q{*f&dcizmwAw?G_{v?`VHXQR3v7|Ng;{2SPWGYkF zVWxmlKtE)J)EV(!H}bAYS%O2hhtKY!97>Aaawj`a7eR9j!%M@C#VMiJ>BnClnP+bjT*BzF1wk zkN_(%VVxJOdFn>OG>E&aK-NQpue_jhMYp|v4nhZ!`mTjD-g&x)i4U)R<)5~@b~oH{ z-|#mB*ZQR8ZPu=f%I6wY(8r8AY+)QC@T)Mt^d4gOn`j=sZQ1Tv&#boOlF&9WXXD6V zalps1@4|(ER|Bw;&mhBjTt!CE^L&bgkR9*%@tW8JI6^omop>>po~z!QRX^N7Bc5r2 zpyPVihLFAmA5EL2#qQ3C zd?(@P#z#U)0>BV9R3OHnFbGlR8H{Pnm;#1?&caI@e*zQu6S9O)2EK^yy=QFT!RSgG zbSnLU`05SMfEi)&Cb!#V76c{{lCaHsCtv_fslMiJ7DNf5_;&AgJ85MD z9%NetmEszsPe&L;iI=y)Q5^$1B;V}F(@~o5E>_>hbMEz}P4~%RZ}FN{PB$LnmNwBD z^I0wK#nfHBl%(rHIq7e788C6LfI4oU9L zS*jWJ=8R8Q&nzY9A9PqOIkf_ZF4lm|bif%S>uZa*OtJvDUC(%WG2QFQrltft$L*@v zxe;O3vBra;1bg2}L3z@Zl6dV8eFbMpeQ4h(nJD6ZXI!K{?dBjhL8gy&y$8aapRN4q zInlrof@fbx?^(RB;Zic2puaT@K#tY#fC!XZVgBw2LtL z=d?)2->D7$(?{1@8A<;L-c>41-ewiNidu}aCeDGMlGlFpF8^0Q>Mn=;5X;!PT;{zR zmKc}!3vU3cwY)MXkmmjh9>2{*Ul9gBv1qadKUryP`5%A$v$$WFv%HulC0T;`J~KC3 zybm6d|M@B+yI}mk`B9TM5&rzQFFifJ`eXfP@j1|Bd+sYBy^fszLTGFo?)-0lJTouZ zzv{7USD&`;(CUw|KWO4otA9UfsBr>($yxUQJlJ9l+_ErsDQbZOo#zYL>bR51=ST0c zR`SRII)lSj`UT`_tAC~stLwJB6ncb(0e6s-SxCXy^0LZGJ;bMkCFhTns-sn7Ik#4l zJk1n1+XC1k+ib8oxJd@nXgy)+s)}tJh*MheDcfv9KaLj+Kffq+@>trXIM(p3!W{yxs6wCcA+vE=BYCN{AWbw1rIersi zInY$Pd%-hS7R4paj6%?D5P#MI6=HR^{_kbDKLgQ^EoE+f&H%SjBw?XxJ?)IxIT_Pz zwhyl9gLjEx<+HY01%Ramt8yk53~?4*gdh+by}kAP9U$HS(Xy2IsHfScQBvZ%;uR(8 zu!Ont704fO0+O+eA=9GJMmbIh@RfslFz3$Nkq@r$Q)%wpr3QW^3!4QPOi9BGQ#@v5 z1M*VSP%K$)*$98x=u54wJU=XI)gqs5Xr#=z?AbYdg#e(Z-; z4138sXwKQ~+Y^TBCyJw>^u_dT?LvmAV(`AK&DS%+0kM2k_}4kx%&__n^fIe)jUlY|Uq9{xvdS z6oT%A16KVqV`N1pUI&XZ@VGkiEbjGHPkE083J?$maNjn(dwo4@MH-g3sp%a=7?Krv z`CEHQgY2SEjFCuoo6pufvheVnf8$sOBS;_SsUGQ<9%$x5WDufoTM>6P+F9C+JK2*L zhl{vk`tsJJbLfZ5l=kT!QRpx(rk%ijI-_yD`OQnvC;^8W+n>-ssFzuNiFKd|V&8n* zNX!-w##8-T>C{+n9%}gFO<&-=Qy!J?HKFwLr9Gmota^*#zIA34BY={Xb0>$qYBXIp z6|(fK0zy97Do+AZE~0xYt7mV-ipqMdEl%gn+6v?zvs(8&9;nk*sYY*43W{zY-2uRf`M@%Z2XrzactDuS6A$;T7*T9( z2s_h4j(~foTewDcN*!KL6`SfIYGHF0nTae6e{pL^q%!iaJ8!o3T2ldZ%9R5)?AX{- zqSqi6BBS{HgxRM}gyFK^Z3wr#wz!$w1|8Ns^7a8`Epn>R@-iu`aS0?Ajv?LhNJTcS zrARDM4cm$ye7Y@)AF=CZ48>t?B|eGcXT9Z|?(CVn_JpWx4_S;a@X`k}s~g(5OCZOt z&2;M(kU2|d*k1GtN`HCPbEH~rQ$&YLgq9FDfc0dSJv? zal*B?HD55omQ_ae$@jonPlE;XAwm$=A>klWYry&q<)y@N<`(L%y?)G3DQW{i0DB(L zny4J#g2Pv90qDlj5n{)a%*fukp<~o2nYRi{MbDAVF+OLX!&AWW4#^#F|2BN%cAW_| z>Raf=j3c<1;b+8!RQ;7;)be)KHPuee4`{I?3?blP$CRzu3^h7$q4aD_H2cGtQ5(3U zGzyip-x{y)>`m;J*1nAT{RIf- z51wfwMs3p~GjMFICpUh9E^SEi%=EvYZxwL-?=wK#?a(u$(f77MicGZ$f`kh)V($ar ztaG*Ka@}}O;|*s*8|G8Tz-cG_>~Oxhm?b@cRyo3xYBf=Y8>Y$A1xurg>+6oROUvV= zqp79XbqxP<^mKw?x1{X&X_iW;C^81!s|!%68{FEwQeNL1;89ErSG{@TEhUS@#4qUd z&#Y#2DY;4d{@y=d46?_7vx0(@+Ul@XV@%*il)LF4AW*%o=u2RqqP| z#Ocmeu2G&lJllOZu{1;i*f7X_wK936YcL;;UgdUciDv^vY80m`v$kP5+V{$&Z48Gf zM^S3+WAB`*HX30Yua$-nWH}lgSxr|2o3^es-rxLj`%^&OwC--%x)L zoh|7SnQig_L<-ltePGD~+SG(``=A{Uku=XR!n^JlCb+Hwp+>&bkm3+UTkb@1M&=V0 zD8ytO=xdP4zvzRed1S?m`ey+eDkJNs@!vdU9uGG2))X@EXM@}yX2TOc4?&k~D~kU6 zNSu3@>zS3d!F#)1@3fKFuy!u@)InL_$^{`{3s@ef?2Y!JLG)TxXEt!y;^2M^EO9M2 z7sbP8WyLP^$toBQCVC z+8L_Cq{HXuXIPG5q;@IRAmNc8ItIc?v=^3(nv^WOhtrU_cLSnJy+=OCb*|}Rvae1a z(7BZ2ucYf+#|YSTWJt&feWfEHsh1TBZ>545cdVP+5mwT9n1-iZrVf)P&nc^UA&Okg`Pm zU^d6TL$aI#!_FQPf&{{cusQ!?d=5m(0ft!vbz#4?(RrI3Lwy{f8^Zs*^VHFdH~ms0 z|LQ)R?+^kZuZrNNaBFiRT@*gcW|EqWWISh?Y->FT_)o*Lq@bf3Mzin(tXl6+c;ha0`i$J zya^&VKq)ZUqHI`8xM%EOD|gT3cV6pzq@3d;z>NBm0x7{jU^Q#rR&&!XuX3PAMCRCU zlI2PH`|vWAs==iIM_#qc7(+cQbko$Y)W-F!3Kre00-tYOp(M?Pq&1}rfkq? z_u4YUBRWPv$lI7!6J$F0r5@~Qncmv1<#m8+v#f6fE!zZ{S>fHw%aRqOyy|NC4ZntF zbvOEF23U;rC7b0#3Z~cxr)V?{0sh5+vhlR1qg_l%*<9` z7>M7DQ?7V(wP1jjb8oIe8BO3`i-j%noA?)H)<*{CEWd=Kl4t{S06$?eH`BlAk#=*> zSG7uqPNiLj41)8#uzuAhu)5=OG);r%roOn|U-%){$={6qY@5CVo{y4e9T7nsZjV6*OIFr6SWGtE&3z&m~AH z@v9FSkl5cmQ-AeXm~O*yj~%@2iU*v{^O8PBG2Z!_n?QzDFwI8;vz;@w;k;D$TEH5I zkzQunOhzWtXcrS$p1r;m97a8d(*ZT7Z3aUWH`hFi^lU$}|Oechu7iBxetO z4-z5KrBhl*YV+zPR0}xD)E>KHJ>@}6&aW-~^nfPmQAk>hGkYA6w3V@B{dOZg>9o&;bl1$aNLLWO|(IltbxazDtW z32*)ChwhD0;b|3;Lf=8?w0QKb^r4*+jXjvx9dC+26%4omex)j0o)s0PniYi;zCWV; zpz~0K7I8P562$8}FfKK&5RN*=5EzJXc6gFYZ=M+z@7H_ewFmDCL%w$`Al&LKR&V9@ z$8^eQ@%&(2(1;56%Eb=lg|_Di$r_EO{EO>K%9BQRHtw$q2kZ(;Vw+B*I@+^fyu4Y= za<>6Ru;(&I4vUl+r6bF9Jpvcfb6Z_8p)w5~rGUYtK&W@N5Mb7q7_C6G8fiPLA&-Ql zmdbb7)AtiGjs=87uPdoK@PJSnl}H|)+)*dnjsWrR8bR8=1QpV~8p&uLp;YJEo_Z)B zEW@2<83j-&PIw?f(*wASmtU`F2`=`;vmhT`J;l2AFC%YKe6jksB>nTg8b@^?HO%x& z>}Tx3;)UiuOjNbZn)MxVd4P748ozbO%PF<25;IU#NFGe^+S3_2;cNg{)?F;AmXQ-6 z2zqKoRPbWX3Rp&$66LqbfLv?n^2hQl5aB?Oou(ZFnq4dQ6Dc*B`0FHKlham|>a2i|f^V8K+&#e>7Xmw>4i15(4@W zrE|^ia#Ua!j<-X$%i&M~OfdYxH53^8^H7>83(ug%UxgGBV`1dr*OyO`g%66lzo-+a zw#9++_fYcmaY89>7aVopt17aSm99Qk$T*dp;kt+|oZAdrSt_(x`FV->9q!7|G45ebHwXY%;yu?;Cdb*~GcQ-44eK;%<19M*9TMc3*{j>ukC% z<*7dYR;dlUT1`RkAGo=5Z8~-B&j1?hNn=RSn0;?gvh5O6u8&L~FQ4&4mmC*CN(CgX zO_7>qwG>n0lYYgb$DS$#gAKqy2LO)WhbRzCgv;?! z72(RRN-peaoXAxmrj4@=m(!`Gx_znHfxQZsGJU*B3G4m-2ccE0dn_>^lRMSbGTjMr zB_58O1hFIKO%VeuTgc&Yme%ErMYB5Q77i$QtHk5Aw!VvbaZ>YRAcR=Te#j!N@FZAj zLTBa3WODw8Rr++s2NHYpH<(>+x>30vhv@Dqv6m_H8)ib+)B}n-s6I10u-l8rls2?& zwLn(NXQM3U_5-mMy3Fc))l~SM@x$Ji0~%m-Z)N!6A7kkr^ngY-Yd;x7Vgu%;ox9Y( zgKHFA9PrePr}D?3E)D6uHt0Q+&WbU?8&q6Rrv)_VVw6~m>Ec{`22{A(y4aF%;?nPmI}skdTOnG z6AMBkP-PeE<$ZE+6zK?)>X2CYzeXH!=kSLlGeI)Kz@hmuBgGXpG&N>q^zbwx@Ep}) zxp|g25;hH~u8g}lQNXx>eMqBmJhs$35T*rZWVz#>yK+f3+(_L$~+|$6(0J!r;Kg#=xI-{W? z`VMOtc`PnQC)0)WtH+`X@PGDIXN@U% z8-jK|Pz(M9cZ`4}+<1MpxVgEyQ!q8EtgVncX{^EQ_{I{_B|=kziI+)r7aV1#w63|UI#S2Jd-M|cUQOSn@g+F>+6 zJRFsg-lDhNzZm0rb5levFVX8%kF?>QZhXT?IIHrcVS-BZ$e;l=#vkR@b}Vi8YrG*E zWZ>M%;3AGg5m~#0Kvp*|BpJG_3^W5_X~I@OO8T`$3w;@?^gk^q<)>li_Pv=fjxVCF zl^+Z9YzHBCxqc*RYi#YD&S}^VfDn#MOk1po8rh8+5Ti5g_hS=l!0QnD(V+|*D&?Ef zU2CoEo9^;&L%&eER;zLiB@7;q1q;bXkf(J%MypgU~?F7LI6_4-32-d;@+sG z#?G`h8#6(M_BrWB&!qq%lmjCd#uCROk3*0MmDO*p_cHfd(hvhl70&}k%LxHuwrws_ z;&g=&U+hpxe^wH(pNeI`!JZn*Q5zZvpM<0$jOxc8Fk-k`R+_e>6jBWj4hHIpTQ}={ z#~!rQr-cw5jxmJW5V&`W^mjf%88J2?wm9*}BQZc|B5ppj*UL`~X`B|19ayWsmSLP_ z;qZVlDj6^Wa%T2CfI5L}&`YmZ3c$;8(F?j->^xcUuRJcPh?818SW+YOvFjy=765I) zNu^M)%R(so!7VW^>_e0lM@(!kb(XtjHU3UA)|nAUvBG+^F*7%HumE|cju7^v#6vs<6-cj%eb{DxV%x5`t7 zm^g!?*(LS|p_eZvO7f%))C9@O;l`Xn-)C<8dydKb8dtM->Sn;|&S)HMzEj58;@|C+ z*y<6NxEcYw+4I?ZDP7hC{RGYf9gACD$1Z|PDNh-=_PA$htSJQ%exXqK*slO{G&}4A zm+PGyR_0UUO^pvV6QD6*QXo@f;z_$4PB6A09qb?(HWNaNplF5c%@K)%qraCMFFXqjjR%Va*KIF=>$xW(j z`VTus&IZz}IKINvZB-u~qr&QVG_e4;HrN74zfKqX5~l_Lbye4m+m{U2f!xUlp$j>% zgHSYvTCP-|h#3!DNk@7CIw9&Ws|57f>g=m}BK(v9F{xrmDniEt05S z$GwPx;cU6iE9B{Ld$;#Co-AGL0v!gogpv2aSFGur_I%1=yu59;Ze?@}{TrT>eP;H# zblfk{f!>#LJ! z@9rN+lYkdwF*&4lIxY{g40|ZvzNoQ$(4@SRJH7F&5>X*@q!pLdFE<;)G+|^=v&6*v zdjl0l4TGWYz$;*EqI3H0S|E1Goowqov*pCGs<#E|*PCTcTUPFDaX3MWxzzcx`kppw z=-Oi5EvGOf)BZ_vzE6s>#mWL_#cCx0x_aPkUin6g7PT+h*MHd_G-|SVTP18H%uZ?F z0PY@S(xR?Ujn%0gbggdWYt!->c$Z$dk%NeSXHWJ|6#b-?Bn+zgvrx*B%3Ys;lq~ed|}f#{ezOlyW-dCFh*cm{UfqyiBM5pRclYo8SBe27Uvy&#c5ecGK^C7 zjIa^{F~Z)d1p48F6VKx6WLva_vQxGDB_B#dQ5F&i=!*JGM+U(VsKZOmhExKs zRROrfl>9J3r}_mFwqH<3+@(Mw4*PFfu~>_7*n2X0pWCNXa3CWVhZ}tu{(I?rf`Rrb z3Md^cXH5aY=|57wgQKpflSo>%GPvd?Q#OFSlJl)r3-V@6fy6CnU5bb99iMYSRiN5> zFgs=>3^0!E`2ZgW@Ba`LlAVlK3!=#V!XtXHR{TBi`RysIc~d6Ho7m76)5P`3o*erl1>p!9RyOgihd#FqWOPmW3m(Ax#g&CgJ0-~8JL zc`tz=({2m(%$C*yhJ!`Q28%pL)6mx-Ck3Oji=L~!@ccI^=@=OKGjk}K1F^utx!Vxz zGv)-?S^u-EW)}-Bh~oIJh$PDfnm8y*X0ATvHu<+xdEA{V4_N(NdVLuI`6dYri<2w-<}v$$o=D3xtzXh#&8et2#r-m{S5mccBGatv&1DfLX1`b5;)2 zAKC&D>cP6pw2$ojrMaEZ{~Wornjc;MAAdBttDx$c2Hz@3Yt4^r?cP;}ee3_tj~TBf zrolG8r1ljU@3x{1bc@-23QijRzj`Woj4^fp>f~Op1_>>zT7~$JT7`f9_(UCN;PiCM zlAa=uW^LcQ7{OAg41!z#+s_4-G_mGd8WrS!zUjx*2P}lIo6-sJ{=wRv)!Y@I13m4G z;YW`DpPT51&A4Sr?6Pp|3x%wq>JcDbu?H4=pI$t&!1)n;;(|_6XwyQda;Bnj7 z<;2yK*A1RwhrW9VJU=<3FBV+3w~FQ^B?T+^J%DI{-{d=d9FS?3;>|2i{rJq=w(PaR zCdI(+t^en4*2XnIV=ETqtm{Aj6DSaxRcl6Wd;x8MfPnI$VBL+--oB3hr-A~^YrX33 zJ&N~{p&^pqD;IOUl zLG0$Mrlfek{wl70@dFaL(LcTf(;vN@+hi+Sg5(+<@vG-*b2D=Bc4zibX(&5!Ej0O# z$~Os(qTQ~PAcE&Q@R<(+@Z7K**3>`0(1iLTeuE}$vHtX;nc^jYqZ>c);!yP52u&g2 z$Z(5p;Y}%C?vosFeEBj+#B$bk*G3C(qN{5kR62|W?_nO`D~~Z@f0{2=&XhunyWQ~< z)Br88B`PLpQa)A8Im0$xyN&QfNslp0tgA=(~rZ zm-&G_ck|(wM8(2IgQKT3)R{x4|28$s(xtvroZe~Y@=;^$7>(6}Zb&-ev9y_JjwxNP zTvEK0y7Nj%P?2zF15zPvTLyMmX=we|;6als!Lf>!KCRNk`f|N$Ol>>a>GOcj9bh#3 znvQ~9Gx=xDojYaAyF+6GKidW75is;kiy-YD529wfMiEHx+ zh5UDZ*!g9QW%MiHEx%Y@?dKmN<~ApM?l>6N2e4 zS;+Z9vbmOiC;?hatGx5e@Z(DRF&~$^_Cw6v<~M8J;ntj9a|ZhT;FHCu#E4V8xfQCz zZ;Hnl8#b{fa#m&p{KRjEdKdyUG7OkTu-BNaREPVL7USe6=?;62v}a~%td`P!9}#_vUKFle!K8ybw3m87R;6>BbHj%>;yEln zrK5ESdp8?Kh%CG3pVPCT@Co7zvMJn(-H$5;?y)HDvZ(G<&^JfC$+!hHt*!Y#2e#sI?_U1t4XST%KUZa>H&(xbw z|H-u7b~u4RU7Ord=bO-H(yn8jtQe{Zi<7&*H;W z_8mZoHAKWQX245nN-R3@iy89SS=qWA^{)^g)9D|#&Sq^-zO$eIEZ}9S_H~p&Lnz#e zrr;!$1?7bA8%x|kzu4GteV_(4ZRLg2{A$Gw9sE&6Nh{VS4lrc>S<2`&CYy#L0m^Z>|Vx zGEP3?^qKxM_SRmt=Dnq^7o68Mrf(|_M{(LSrM39$z(o!GF!_9Xm@4&R*qJl}WV-}@V8v^(x5(-HmW^yNO` zO_BEg9grjuut!lLe#2Jb(liAQet9*J(79S_KHXGkK26FrcVzC&_7i-0Ff>7Eg>d(C zQ(+&S2XuHkrGD4P5sc3-c;hYe$5cXs z%QV)gs}o9ksy21f)@q&L20Dd|bTkU)lCtdd*W`-Os4k>mk`~z|b zLnR!l)88EG%A*ntz%O$>nXREbRMHvn?9IX}J>c~LeGzZZT02~?)0ew>wVIkflW8DF z#b1D&PV5}PI7u_>N&rn`W?7;2IVRIs9R`{kJo>frtuUHLx-Lzrg;Q-B@zrcP;$4+= zU6Jy1=Oe$)v@AOVgfWdNFPa6FnXIw@Oy7%bFc#tLI>{V944)>vFxC&X__&ROLCy8~ZGpL${ zSf1D^d!~6>Y2kRJ20~o8{!;i()^}W>2rvwm+r|b%kgzJ?1Zc~!Jthd`3Ml7*SZ;x5 z$W0n>EIahs@DZ4eCe~wYcn@rl7WlL*mJRYC@2O`PJJRCW*bNwmXz*#lmMZ}{jRK!K zOR}?wkg)0hzpMYp7I6k%O%`Y ziIGq9V~^$KmhuYvz?f?6588qAr!8Z~t(u44n%PNUB+}w@BU8*8SjHOQ9iZDCAWw_W zW&2K$v~`wFX61^*dvGlL26S%R#e1^lc#q#e1STQ7ZO9VTcAq5-yV+vV6jW=$uUDnmD(vM7V z;S!k@Kwo_!FWG;wFnsHPMApx!eXQ164drvLxJ@N}Suoi+eASNspC%?`SS>%#oAZ{} zaL#vB%JEuz;rni;=49Tvf4W};<{UI)=D*;Kd2F0_T4v(#&11soNOMf9^PK;-%{fg7}35Y*6`I~D#fuHD+|!y<6)hReaYLYbb!s!=R~UX*PPc`IK_WYfNB0A^k00&o}4&ZzP}jz z;oyAQ(fr~2vCfBN8?IKt-b?A%_3T4{yL zJv>m=aoPWTZTxF%@=k^147$QXdleW|RLVaS_nYUa(bw?K_!r>W#yqY6di>1Ref^ftJC>&7O1EDHA%J(IQkdF*SSbx>cThCY z^U7Zd4){5=V8W*RzaM_xMOrD_Zb;ua%2Ln2FKIpY!yVHI)ZpuEFSBeBWTc$l-~H<9 zeg?n_NPw1l^Ye4gYuDc0X*3$Kzw@t&?%$edIM}!k3#CP3N27_26aT2rZ@G;y5~ZE3 zrF8+pq;T>=@0p@}fiZ?$);(wXueQJjDxk~P9XMY4OJ<{p%Ksybk6EO|OVrU!MECUZ zXiRu$9{Pt1={}#>7W0`1deA;wvrP8CSQN@0rD6mx>agEaqeo`{7J@CS`X*;IoA+Ow zNnhNuz$R-QmGS?j@b&Ducw5rg4kjW`>mT}C+16UxY^9@8{ztct(Z8RXc*-VTTAlG& z=O6A)Yz;|zWYn{9yYatGPP{VfY13-zf`Z0gN0x>9eVGokyPxjF)WkH9FS3XJyam$z_l>Njgss^BNIGEazo`X%nMSet`PXH9f^8`OrUU$+ z^?zd{hOSLdg|)-}v2dLa0RwwdM1GjMwLU-LH%+Ycn%N+aY;Zg8rUgR{Y4CCp+UiBw z|2&Z62gvRILA|=JPZdl1OY{Dv^Sl>24ka>HLd4PpD*NGX4zy3$&+scl!worZl)zWWoBv1+9#sgA#>t7uCq!9|lwd15&= zVpDK+^YB5vP2!D*8>?sc{LM9E*cnD1;$KNMNp z*3&U!)YH-67T2-4(=>ha$%!M(l=phjh6fo~+}huiu`J??B`W^iab(l0HvxZL{H89n z4Kk6z;p~{f5#^Z1k+YUay4blk5k1#b#1!>jkh2~I_<7tE6GadAJG#l9AD+M+#| z&cg?}a_!9hTFBG6n9Q74Xd!T1%8(wJO4$MVoDo{c#~ga|fV%Wp|9Ex6VRWnVedgtk$Pd`4l;A2Ycet%D{ukW+1(NLNquJJlb)Gf>WVde!~zc!63&ENg> zK@@hQ3crs@SC87LH0>h%*?JzT{4iaPU$W))0d!%fYdmu8gxxjf=au5{tC1<7w2CQGYll{cY7f|j@fo`vQ{N#&PK!;oap6+ya=^SXZZsKzl)p^%FYm0B zqB2XUq?qwD!-4Mb3&GK%m*y589ytK!L-I1OP{!2VjA#+HFW)u~@<(iFgv^cInaxzM zE+$BdxZBNXBz8~{50MerfX|whC99eYrD!^GfKYir`ul=H3ulyWXgLezrx|pMb!%1j z5(9Q~pOYMUR16FHbwRhlES9-1NGQ@IoHLYg(ZjA6oYeMQ?pC+l9+)31`a4}r;_4yP$nc!o^t)u8jNS&DkNO5oVsf&OZ|~2NLxLh_bpma zl2#m@-hjWe_;N#-|4pdT7j7AW8)qY#tLCB6oa?W;2Pi#9i3f|%^FSx~?@{;_wzJ~5 zX{sT4=Wg>poE5m2@as>0uq+^<5h5WiL>FHFYwpM?{x_HhT1b_*(>hPY608gf`~h<|0Wv3=-b$MzqvEYU=#ZzKC$zUky?d~2*kPR|lJnM&JY9y6ZyDx3|f zlZ8@7$5Aw;pl`N`B;=ZaGS#7+Wf87%J&a7#gZ9aBR5L%je6w}tGp^#?M91owwBj=t za+L;(GXu`DeA}R#n>QpGYBs|w+~*pJ`=|YaJTX|>Iqs$TldP{}tRC)6JHQiemC0|Z zYdZX~A#pCIi$}|X3D%iB6+U8L5SC~&s*9~1Q!YY?` zW9ZQq$nys;jRWD)n%ERn@(0$aqE5ApdOz~4*$2{#+68*r=v>^1e z3%V0+JX#YCycKdh{yb;az%*+MOpE7e_Jj-HqfG_{GP6K5oCJD&*N0qsN+Y&*{9XtTy!LB9HG;i;%9 zDSP+~OJtuLcS~P85fb&Fw!3T;-W_f~Lin){5*DKJF62VrzGS;p|Ca-s&9~r(A(tKr zhqZ>*3{zA$vmH3nXi9(b84C_D_tk%p!qfms)XsYb-6+itEh0Qr79k1dz+D}3s)!XA%hEmMmso$18YNC1C1F5w1sW^9*O<=B&#ij3=uQL zLll25RE{=Y|BEl{8ASuTA~z%u!ZMlPH&w2^l4+xV+}`1|dDlk=uur206R4Vg(25*2{zzk>wvcRkDmFlZEE>!eP z$#=~KYF}sak>>)dix_AnuTa0o!ikFZmt@wE5bPmw<2KwUAIV67GiWw-10%AT%#ZBc znt(${gsWJ%AJ+o-#`Mayc#)jEZw~o3l6a@q-?$ zadw}WMD8)osj@t+t#N&ugP1l)U8DP#+GZ%b1BzTU84j#0>N?mMucfu(30H?SN7ce& zMl?UHLyy2h^;Z@u^EZyBTXyDYk$;#>rK+>WRn5t(E$VJJw7l6K_+&T+a5%DBH3UQlu!beQQ_vN)QTGj<~|70hI z;|ab4$}kjriQ9$U-o4RaEA+ze1uxWMd3V~C`tKz@Lbg?{wJTG9mAcLAI1w0_c1#{j zo#;3{Fs*Q}M-HBfuC6NSql9W~zJRNX^;VE4+nywU4K~tnS&>72syz+&T(Aqm4zCbG z=f=38q9SKL4)8!qoHhgH1G)K%XxL{!^`r#(9reXU_Z+`GoMNxA4N25XFc zj)H=LjJFrJTYastC=HMI(4pD7<5kDFNc`o;!kalf>j#paUM0~wk5<0+vZ^iieNiea zre#_8#XUuF;EIU+C$8F@#PuGRY}FB{B^H5KvYN+s`U%TB^bs}AA|E5HARW8F1Q}y0 zo~SQ!@jb)km|?d}+2CW><*j_g$nND6>ycuo!>^Hev@8+_0w%yoEp zXRJf@9eUo@Yr1WCRH_m)E@)P^&si09JU*<^&sgj>Nu|WQYG|#@|4^f2N4nPgyT+v6 zRdPeP_i8abx?g*cX9zjb`}iVC8x*LyMg#U40Y6!jdg+TY#G`wbdIj(SlTy-X1m?*( z%7YlLgKAxvOxU*ls~ma*K}z)29PfCI_jq%Y6plzCmN?e;0-;zY@V^QdVtT^T8Le$(VPGTx_fp_u?-YUOvhB_({{wXs93pqT4APD#>B4Y zg)XeoNEMe;FZ;+WP+T~5a#_-#{iixbQF(dO#2XK@_;3ha>);$X8@6ronfm-`Y@rRw zR_|#@xxLBhx#vrS8A1l1!`igE(bO=8UuE?GM6g9<ZFM78~4To3N=dU7XzvkDHY)gYT8YeLgTC>)6<@Lk0pEd3*R_wIx zZVPgkes=fg2>(gn!qNe)Af(3(ruYB~uc~~A(W-iGVpa^(X5+s&s}QiZ@B=lvEsxO< zf(i-M6|-|gVYj7y`w0v6nX;15k41SNQFpkp%u1#^=wLUyR@JoHv;y8|9YAw2grys{~*8_vGU0&B<>`dae@XjT%#(1x_o=8Ld z#L^WWZ2aq6-LH{Lij1;`-RYP2d!cOBHoZmwE4I_hTKJrPi@dcM7or8+qyKO$8HYeU@tBD%u^VnL#qE!PoBOaFj$dQbh5O4;@#1|c@%!TGwb zF~yHIjVEQa=wA$e5#A=E5Wp=s?jENkpw=3sf&n(^bcnS#ao5tP{+jmI;HEz@#V91> z{`)`ikxP8XjYsEZ!D(-hr!m3ipPE?(`42KvF1z7;NS zavC>J38{7toHY?n#iRDJCQlc{1V2!u%)03hbIL&s8j!4wxNjahb3`S}YzD+s?aYb% z2NwAUka~XtxV6(BdFcpgwVQb0Zc3a<=qW8974v}&ux_VBJGuaEQm|l3g`1+Rw8l7i z&vGQ!P5~xlG_O?*wP}>MUO*-g(ZIIW>t+aMA4%AwHKLkiiwtRC4U6q zD)_wr$0=b2KnSEWae0Q&jlrf+_Gv4`JFW!F#&R{46*=qSgDx2**158vrz= z13g$;L>%S0kgo1ZfX*5Yzsw`R>UN-r(75cjR_5Bg&{ZE3Bm5Uq3XHu)nNd3lrK=Gq zEJ;s)>@A@!J-7vJ!00{p);f3rzYht(trPPT{U$0N}WlJ=Sy}ogmcZWFD}zRVK@7w-VIgn-j^C3(Nd*2F_g3!=pJN- z$y@$Dzg>A`&OPzv%F{x`oyhXR*IgN)bk(cj`@mU)P3!W(Dqi`NKH{hzonP~o6ZheR zH>AU7q|v>QZbHD66_a-V!KD&{o5~2w@#+v-;pO8z!{`pRXcza|rWotB7WAu%q)MEK z&;R)Rz*8DxFIa?vp$&P#o4=acD$9eRr#xpivu`H7@sisOwq~}ZW~7iik7DEM+a*Nm z--#GE8VTf1dz2m}nf0u`?x{a`c^xLZ={KVY@bADcVOsCT87CN~Q#}2rW2jtzs_eZb zHq3nDxViVtZ?+JDjZwVkwI&5(9TV|hQ&O}Pgy+JY5fZ4PRhjp%xmWf4bB^<1g5vqvx!YbZBy&5*h zO}_a0Rwuf}=8TfoK7^-wlu|oCUcjT?kxSZA$+59bc3K=3&tykHb)e)(p3iZc_3F0O z{1ms9JnrO_wqw0jjQ~zs6bV{JR^po!7S{S}QkyO}qdJIxG$%0EOL2N2hW+eR$bD%8 z$^#Zmh>;B*CM*D%YYka*p}ZSDu?=Fez|G-UlwN6Ye&<7uL`|nb_*ccYc|i{+-oppE zJe-CCZ+jPh1&DIq`i;n=i%)&$Ya|<02PW@{Xr@Ge_ihRGYbeAEPd2~I?ou6c(#u8! zvte7siA8Q`_IK~_QkzVG2S*cAL{0DyXRPW3FVy4TYWVv_38Hy$cNUH}equ(SJj+^H z4~_(7zd$ek5(-$P2MsTbe#rfqgJ|#!{c(<@)jUDe(faOTa_Qh1dH9h$0lW~Y!t*w_wRHaazf`7E`(M5gly+^$0>mk)B#{6Zq zlgqnMPS$w)yHsBMoeIM^uQk=p3StWRBg+HPKrGIRH=Y}D?Qu2L9BR|7)J@HD42BSk$<`(H388b-IS-^SGsR@oZBa%adW8REDa)!*e=dUz0m zH>F4+sm38A;mG9ERdz@^65zRKh{Fj&uc`-RFn3{a3|9U}2hRAx1NP=5$hsKeGkIxI zkw6Ejb~8!xuZm6N@uW`2+NYdp{Vlw2HhQt=n%9R=sthD_BIQGUGWt ztJ2_6NFgA+yR}Af?$u@yB6vB5@{o>e(7MrcoCK$GD~0wCI&G-=Sr%CuMTW_T^$-;; zfx{y($1@#V{KCJH+v)rLhaX-e+Di$lm0m5kvvE500n7e(NfoNZFE7+X-qDw*hWNM+ zPH4@L%QdAM%s(bRIh-=A<((EB>PGz>`Q%xpWP{vKo_5Z(Gt?j`nQ)x%StbUHSTB#LU@cDkB_KArLeVFWKEea z4^%VndY8m@Ra9_KtXWmt#qW+RH@s>i{SspB#E3Gd=V5!TK-VmUdVI5(t)1PteKb)$ z#UrD+Z=kAH0%MbaSe$9I{IKVH2SLAE`}#@Eb!Hl_;h1o0G0E(^(yI8XJmlra4eLm| zjJJ1+O<<&KB>DeIrr&RN|ky9m+lx|>4c62 zNI|MNDUP}N-FqbSrgILi^uY{37K9J)K7_X;6r6hN^etdl zW@Zy9oOL!o##bwbVR3gS)MZ2hYJ=q1MfWc*>oa(RV^0%{Myi zK@8x9=mssn^vN;e%xvX2BL^7_Y2T+s$!4lbO2mF_B-pL4KPg>e$CAgI5k5hlp3%e4 zFTMb{^lEG9M2rbi4+wtN%Tbcj=0KlD(5mKSW0L*tgFhps;v=Jw!Q!L>YbDRx^`_fx zCQ!o7ZdIt`p{z>7w)AI5Qi+cwuyg<~gE*`%n71#OM6Mp;;8C>7zM{km{8^i8dcGTP zNFfH_o|cEJ&*nm@{uPzuv&#e3%Xr7w{$#qN%RO(}hY@kD zsJ_a>2bJ%~Ltk|ew>zI&KXPS#y$oltgYVgX5wz{uQA;?9lPx+YJ}oHJBEO@X~xt4Y5xRmY2&H86i!sSR* z%XJbhf=dXP%ol;=ay;2ZUN_F{iG@(Cirmjgtj`TQ0b0wdU(;8M`5*<8aVtZC6!o6c zf(L@ytut*$++O)t;38A9P3>?h)o7hLk6Fa?*0k$hw_B?0mdR0-0M1sFBUAlg(zF*)!7m{?bTpPFO^%bU9e8 zcI~vjLpuF9!>b0yab%~~79f+YM`+j%%&vZj`hwy-xKjp_tW@in36d2;UyQwyvkXE5 z?jl6TgDt$^7r4cmY*FQ<9_8a9FKNh#5ToWMT*Eu;(wT1_egP3WOSb6I3wUztL3y37m4bB1_{D+{tFhr4e+2Lj<-Sea3I< z8k|_xJY$Ut_R+dnXESht8_EF!1^_ww1UjQc9WE3N;{i^1Q!HVDr@Y0PgCJk*k1^xC zjP?q$O<%FgA`{=#IL^EOqfFGq>AI3um>0aRdd--G{-c>Uc-ZLK4=QY8JDD$&9M?AgSxp1`D*6W4fNoDAK+H-s@j`ue9PQblytLdi3v$Wq;tu8#XU z#S4LC>f1*5W35!bO8zr%=eeMbBz%XuC`8Q7xRKzLdSvl#vX}q7fvm&w3!!<_hLIAP zp3aqZ8aJRZAFsZSk7`OK{$&N;73NW+T3jxx(vU9nboG5~mJ{$qzT!DZNhGJQiqTI* z_NAC#-+7ZC8*J;nW^J)-?vjP&B8)R~Z*S0DOMy>3$wIXB9xl+UEj)F?Jy|m7H-o*xYSi^sc|AF(1VV6M z%K1Vt?joV>N_hVSu8ifC-hHBMnv1nDJBiJNZbRngcx?mB2c;*- zr0>wSnInL6JtX$PLzUTk`M~xgkUlRYkzC?I5HHW{9AvMQ>sl3RWjns&#q?DEyVfi7 z*<8jBW-n8+y$5VE+CdE4;@3j0ak!*vS>fKdn~5?vy5BYg#ciHKUz z)^G#DD9|xWu1;ZWByKCHe=NCOUp1u!p?YUAcqaaH^h?&VzM^(Ngi#}FRbzwx*8B|b z?-Km$bXN=oQEtbtqO-E261mriZYHq>gRYta%QzIzT+MOl1g_NM*eev? z`a3-uPsV6!qVEM)-Dd^atF)f=h^FWYufRf*KD_o%d|KUBmFm>5;!=Vb5tQ{@JAq;L z5aE(DDdl%aN%1;+XUR&czH>zzq4Hp9;6gjiiSC#phd2-ky#)cD0c}jEFiL`xtl*?p zxm#=#kb?iEr|Yn_t#({T9KZpSbMp=`^`G0st^)8EV*5TnrGK!uJY1<&!Dn8d;20PC zI;H-q%%k`uAG9G#Jt4odo7m?zp}DG7*>&7savr#IQNnXd`a=r}Hzen(t{fBrS%E54 zvDb(5aN;R~7W~xIx5la~f`v34N;6`uzAhx96t!PfdColftlkE`<1B~{RB1v!zX$b5 zA)w$Eux#-zDCRZwW<}j151z+k-&PtX=iltAJY3rRsIsisuVrp%T*TzgxIGas_| zf)52|l%nbqhEzd32-&iJS*~Fr{l`K92$m_afD6D~FW2e!A|}5}y;8LE9CG-IAg0he zeWfUI8`k-aGUio8xGv99u9sc&!ZokM$5_b&J2;4T$=cQEhr3u9=gQ@=-8UP;2ghht z(LUH?f!QIRu%9mBu0Yn_(6zJ`Sgyd3d<3?5`yR7&kH^ z(Y8`vGBd$Hum^ZhCuK|>J96aAxm7DkbM}q*;(KT`)Ob-RP3_~ya3cfQ8M>C<`m4dX zPQt0MNqcq-<3#Wlf$g7J1g`yf8;^%%Y_4l6s2+8{(H(U`V5qrOz7AFJ1*~BJ9_M#- z5wkxihqW!9i9e7qZQ;N{}XaVf4+G&Y1>6g@-b*VXqLWx4Pra)mY@^0ojArkaT(#7C?t^&r1l=t1t&bH_9Z~?~lyAM{zY!p7wMyB8gFQdjQ`!Yr zA!c5PR6#DBsI=%3lNPr)Q2BQ@Abm`BqUBGZOgBoq10%D@$ z&L{n$0hT}`!W2Q4XGK6E+zg4ujr>4sIF?vmh5gYg-N8x))xP|^4swIXx6%J#Rj7i< z6&w0&XEy`M`2$$ZMMn(wJSBt`)aX!&5Jc|`=qz1g{RI(>V2$86T4Gs)zqTF=`d@7X z_nNXtyN4I5S8nL%|DN@@Gk8lQ>;G$if;j6qsEq`_$M81HFC`a}CNV}r-;BPy0iwXC zVV$gkz<=us`0%emO)pT$F9B*1S-b6;F$)U_%CGITx50*6hTxh$%arCW0IPK-GvGbA z2jct~+%#64`oA|x|8|A<0}H8sn99Sh;CJ4^ivOAgf{(1IJcn4%Ke5LqvQNQ)gzW*L zO^I~x-_o~>7dk;!Y;{;0sPqDdBCzg#$ztdQKTzznr9!G{7%Y2KBY7Zx4Q>d#&Ki~R zZ>uG)!4T>>yLD~@ME6BdmmzCDtpe9vHa`l1yS2x*ZVbB*(2cQaqT#y)b}JnY@^jsd zgt{i)scec_;`9QdZ!B6}T?{+|N#kSRyG7&V5;qi-2E4`An+tEvQx>a^H62vU4YZ^O zd}2M&3=_v-OG?jC!dQQWU1XW4-vqwI#WWJ81D^Q%YqP%7J_3|49UL^kN*A}2Kvf)l z_Q}77RnLP}`N;*H@c11Ks-Q0Us573E=9ZtgEFeH#C7URSB7lezp#GITgB;A-6m}Dk zPye=!Y1l;mTWcpad;T8OsdX~gN!bQ`dy7SvgN*Ci3BtfEsNn>E zZL#=o!MO&KA|v&vRN=j>J3IbMVZge2IGWsTG?ph#A0@TXQ&ZVD#VE04QwAgeDem8X z_t3U+Mq-PBm%{$70No2F-6qEx3Bv0BTPUN$ltpDCddZY}`cNRU>`!0zhJ*;H0(C8VU0O*cKX`3@5e)}^HMkrc0fq(B zq~BRXsh{P72CvM$RW{hq9=@39M?xbAvM(~~5`MEvI1&p5XY0wm1bgq3j5992*uC#q z(&tC~$=_=NX4`W<50=8CUnsi7TGS!S*BMKMWelQ+PHCWUK?xd5SL!U%LmG{Oh_<+4 zaaLYS?C=)%()MscpQxf4?*tT_9xEu8j2FGeHEdMZA1c@Os$X}iq(qopRsCF6SvlM8 z(-lmqBZX|Xq6)Ks&a0?fj(Y^xAu;Sojr*3|g-M@gC^`Wh!@qAPy$YT`V;Ax(qFyEb z-Do35eS||3N$p6UcoWXStF~(1y=Ak-M5CY#4d3PgfvuTwSso?b-OiD6&Nv0UT0{MY zjb6bsF16*=u(icDx#c%i$7ks4fMH$9Fi=+xMiRq&`M>y-y0EYmJMwCT`B|T{yCF0b ze$BMyZT2hI70L(>7p32;JQ6Y%LM}+OMPBxL^=O=aeZ<_@0HEr1T&*mnPu-C5XC^GuX@%6otl}N@}AF2sVqxyAU&MZ{jE7$YcwS1O*z>j`|CGqJ)0 zS?Wn1s_F_>eS`>0$N=*BWqmM`rM-4X`89ui+6RdH86`t?didKS{f#BggN1Z+L>jf+ zV~&rxR7;<)L7HT5=iu2vGVV?+AFq96Iyc_YM4J^nd*`Pv>X~(!L(5;JdL99JU7)%( z+b{4!mx-+Ll*IdP*~YT^TfdFZ)jS?3udv!U*TYY6Eb5K&@(Qq4NkDLkRkeN#KhB}} zq_5SB-@0LIjy`2s)?9^a#PIedOSaBye*-Div!Ky1_xRgvs{q2x;Bt6vhQS7}&ih5` z{$z{!#gz{nqDfsw(C<||;-q~Alhw!Vo`^z+*I!1q#GHw4PgW*W;choQ?fIWpTM%AB zJf{es$6iJM#tq~Gb%wi_S3sn$&nbdy@KU?-5yH0WTc7vTsUFBoJ`d&Ba_i0i#@}** zC8P7R<1KMuo=eoPQSk?UQ~DbR03~NU%>S961vEgVPqMITQn2pC0kG%0u6rFB>F4i1 z^JqN%g#uh{b@?ubNC%s+Uu5gzzJh=X))+6@b&isT$2h26w5Z>JNv%MQF;wA^tZ-C~ zQo97EFj+mI5P?dxLstzy-V-ZSaU)c-(KeLn2d3vJNup=9yjO=hD15v=Rb~YQ4Os_! zK&EAy7M421S@C*su^G8YGvIxQq)xq7HW>Qy8}=4NpXJo9dw8_b%y!Eyty z-s`ETl>vO8!W>|94`4z4C|nj}m(b`q@IQSR06GKRv(c`0XSQTiKO0OK0lHZWNMG(Y z0W4GZ{t<>il{&R|CQp>GZJiD51A3FWitI|5{;ELm6^SbnMX#N+%Pg#Cu2?NiB-+gc zn1BEDa9=9D+MjG$XYpAYWUtiis671aaY<9zxCL52Hbuhouvg#akCF|V4Q`h@^&1KN zb|K#c{(6WMly|t)x10jhWpe6U1~SgN0@wo5oxP%=jN;)k$Jlf4&>Hzj*e(NkciU1Y z!y?|B3&7P_j%e^guFl(Zxf;53=NRLe9&T=3$!5QetLWd$1Z#dOy|4;L|MJ<@ZyDDU zCU0uffJUAEA*~N~sRW2{Jo}>mDgBtvC1&6a9Sl!TviV$jpDicPWvglLYWvyVf-ZBD zV*AEO)xM>VoN`m`(!a5DG$`SAoH`M(^%|%!*E;&AxXI#gx4#x_-(wM$zC&$614;-r<=}| zxk_D4@fLYhM9`vNvC9M=UvYjvm*^i=FmvlW5%shv?n9^FSG@`t4$||26@%5+m#hIa zs>=Oi`3L%V0}{@TdHW8KRu(twNhJH8-gl$f;{zb|3$CA_?#z3qP`o>q8HUhI?_4n1 ziSgO^klCnXuru9AYdtgIkU$@R3SPEB69<4*7@6Yrlk5wklPlFLPdKb07;C>gi4Cj6 z!FYe;NqnkX{o2n*o{4h7`;J}l7UB3so5jrZQ8NWk%4-VQaGVk+4#(QRaYNkyqOQk`WC)fx5pCOHtDah7_-A$2(Z0p zm`|t^#;Y7_scfH)NCms{R6`vJuQXF<-+r0S#(E~4w1}PBn~N+T%81s=Ro;!y3mSW( ztX8@2tkc&d&%~gObyBK_^fS7w4CUC>6lYkWwE!2sHIU~kkk1Pu31+ahR(mT_doui> ztmXdvy*4%e9^TDAj@l8Nq;wX+Sz^%>= z-X<#8JnH7S%gO`(D(DTMFZ9x0R@fPUE9e{|cs+DvX{pF{%dJgwVWp6%sw8W8k#T|C zS@${rIuOy7!iL=P1Tc$KvOEQ}sOS#`Y1N_p`p0W4M6Vi;N^rao{4f^K%Eee5 z1jx&<0nJRIlaF8x0wr@aY>|fzc=aU(N?KPVhR@;+r9ykh>3TepOu$oE-FY=>fvFi{ zZk9eM*rBt;$DvWHGI0|}wPq|loO#OF0`%G@&F>c(cFa}**X~=R9r+Z-; zgTeAMn?hBHP0v2GrkxAF2ZTacP4ULL?8;v*US6Bi<%9;cz=gEZ)c$%@@WLI7Co}4q za3KNx0X22?JljoNb&{|LtVheKM^G!|U46@&3YV^9B&}mT-@fr#H?cr$^lsJt z1)!FQO5IqkLo&7ifWBepRDgK8?N8w82)-kkesla6H;!&2-k*KSyK#=gBiObxc_qj5k zif9T34S!MLIdfrC@ccv?XAoX6vDSPHBpWnxoClYi@IJh8qC=t7#p z*IhN#0RAMev(PbX{9@`6>PYBHsV8wNTIyG~i4l`JC@G<8O*S*PnXvASHA@299%lz_ zcg7(Pi<5Hadh!yN&@!I=k|cpA((OxOv}WmkjicK&Q6ruEwNBnqi2G2J^2ltY;j}8p zRJGsiJw$x#D13P}n~UlgQCy#Lz^~uxGEaQ6uVXQn{sdi)thKRrn^fV@VP^pR>bb$7 zpTw%4!Ji&> z$J$mNbsqcj1iyU4=jj!z?x2HX&CHV6h#ibFtHp+oIvjmO}eF@+qhn<_nvmgK;)DwB*w%s;eth>=} zA2|^`-eYdpV{U@*q0`PfOnAwf38MD|AO5`*P^U;^G!NMk;PdfK4+OE+fi$IBP>X~Y zYm5bz$RI(Ic*ocGWoh@1S&;piuP|J@4QDPU;yo;YlXe*^2vIk8SL*(EQwmE zo-O2z43~dEpUJ~fKfg@i%Ae4(^bvJ@FM|Sg9bq3B%eFu!Fu)B8SpZ&;RV|OuwRjd?iSBMMf<$msszyU{l!P#Wqjvp z*-A?~yRZsQcM9}wu6Ag^>BsHd`<(~h7%CI4V(nR3iuJ%XWGKCXk=N@Gb~LYb#-%g! zGJbiFfXZbunT&5rZ~n2A8ZbQV&s_0~ukavNcoHL$Put%sMcMM06PwdTKwQ1P_Gq5f zGOBVoWXZ5D$bq#$BZ3Tf4qc9Y9XvGp66Fy8CS|O*^1RaJ5`7Chcmc^_>$KSMaI{w8 z2#AZY;#SQC0?NZvT=Jhx1)KsaaAs@Oo83zRc=B%5uP${hd#~H!V$5F0at%_OLLBze zd#$|Qx+zZre*jT&AP-j1ne4CRHxn%<*!VHe*eYvzHdN3dLX+B|gY2?i>AxMVx@x1b z_9GnG)jUquwHwx}-+U?xEtH!#l`2^abgiBtQC&aR1dO-~# z))a5H+sVTWv2G{;^04Smm>jnau2rQn7rtQuWY#{vx)D^Q(7d<(5Sj&6pmngf;ui5I z@&>5OQF09o`FMgSU49jhG zIaR}0Y)hrT@|{`*-rWwJi>P%KSr#HnMGhs$P~L?J)QgNH+KFOU(}S zb|dfxWwH?8pA%cy1Af6fS-@9dlAPq z%mS>WlHS2`w|3!xq0w5qZgsIlv$sC)hFv4m=R>2V(ca}wlTx^F|O-+y*}^P@7Lem%z2*2d7N`U_p?0C-1*UoP20e87A`X_Q{$GOnY8nxu;Y*ab|_WF@L2F*d;kmd3Oa^9$1eNTLPe6Vw_ng4 z(;JDx70O(`Of7yR?meOo|7<|_5vbEt_tHmYPc*xX&-Oz3a6a$6+hxeLD8>_E^>O%cjcdNl&x#f0iW4(Xz!{o%9C z5Zd@5`GKvSbY9NI4PyvYW3vgngDgZ8Tato4Px0v-#;7N>2vc4x&PbamDwY4a1RlY9 zm$!&`h_cGa->>!d+v0OsNMotHd=Y!f-y{%q&x=~-pDTX{#+A4qRgI*&V6%DzPPbH8 zc=AOlGUBM|7RXX&DBeA-av(H_;nT!ylvlk^?(G8Fw@C!#D>HJ~N8&G{I3MqA@_dza zt;x*PGjQYcEt#y^2H6%Z?pq?_okE28>jZ@3=_peRp$;<+uWo&FC3ce~Djgz^4gaQ3 z>|lYe`cMF%@~%CznYv_)cQa1x_WmYopHOC6`;FDmD8z`wv1x%bb3@HP6UYue@IyI% zX_wc{^Ql)q!vSK_d5Z!DYVd%#OBOdaJu zi1V9@&B2F3fm;h8(ekK0m#_M6C?nn2((lW-ZiR1O`YqV-_m;hd4C_VC8s#kztVY@C z4{~n13H*Y66ejyiI)Qgr>5o|FK$4&D2sJHoBI613l>Qj{v#~s0%j`M#PV?rCYVt+Y zum!#tD@%EpmahHauJQCzvnvTQ%-w;$IGgQ4BehE z@hW_8dMqKrk-ofgTKw$jw~r4{StZ-JMX;)1D#%xL&3sVahH5qideDs+SP-ufsK32` zy(*^JIPq1Qd*payNiJ`cO0eQB#pgPqyhC3HQ{Lrm_+Hs2u*?WhB&^3>h)+^3bm&W_ zG16@9c;AQBFFtUrFQT(6my>aRN^*vW9Vj^!n6^MWc4XhZau|%r@o+_3k;%CJx%g@)tRqJYGE;}a~;i~{kFF3a!*Yy5~w3RpihwJs#HvwZSqEFeGIqkPm8H$$KfJZ zEI?Cz?|c|sp7*_HX{Ai{ zeMAnm&te^15vogZSEeVP#!+e!~P3)ZJmO<3HYf&?l^l+MqrbDe7Zo)mB6 zk%~2?oh0DU8$OES4w!df+@}Fm{f)mM@Y|oph@A7sX&DDHRR7`eSU_|zpJaBE$J;K_ zj|e2(xu&9DaCvzKA{bz)9XKw-sQ9Y8y;Nljoo&>^TI~Sj+}=EA2O4@8jEl1t6liO} zEJ4RN8)qxP(*GF9t~#X~q2>|Ov4*Y72;ARJ%U6qCj+PW|K!~SC$&a|!15QBjLVU%e zPs+isPmL7AgPhh;JC-=^D)F;PZRCMmmA+(Qvk*e>*aS#Z9$(eV=H{-I`uL7Zx(K$o zD7I(*(@1<{99fLDdHHmp3AW{gGO_&|;E+K^NF|Z!=+ZB(S4Na=o~Sx=>ty*JcP`@{ zgZz4E(CN_%{8>hYS0r#K2Y!qRvBsXe)_Z9q(9(PEUKCoScekO$_HwBX0@?4u8(jdH z+&58)nP(pK=bE5%klDYUqd~gu9@M`)SZa*0-c7%}H#u)!IQlOg+Rg&KS9c*u%3^Zh z!H8tQG5s?$tkp$u722GV`;)CSK#c*^od+pz?*BUGAPweCDFX0Qw0Q}UjBmJKGp`&L zySi<_$iLSS8m~*%shO~Z+qA;QtV6;ws1rU98dT-hO#i!X2B_Wl>GeEQA*0#13Ew@# zmf<}gBXj(v%r!=(Jdjf(xKP9e#izt&o|gvz?&h z*`St3Zci>41OYpc2`+$)PXgRw2>>V9<;tn-1sH+KsOjQ?N{gnk88??S&dAo>c!}PT4db^th@x0pT1@iz{QsfH?sz566C*#2P8KmHy^yGgr zvKW1|d`O#PlNXT#lNY7U(I+k+;`zQ9Hccd`O#acwE`4GY>$E9R7F^L20qW{Y|4@?r z=#F{WI*Q7AJq~9i0$v{oY#R`cfHUP9`%gT4GJ6jGCh{62T{TFz16ucxLKcU7XdNs0@x)rO@DFO~t17%i|^u6sT3q_rssk18rsW*8fdUvM? zy_1(p!3u;NZKCIqoPY|8x2K~S%B6#glLtce>}CGQ5erb!r_FiIHoeEE#Cf|0>|I-< z{{?r0aPEZMN!-KN0i~&fCA5$@HI~4tujE*Xpjm|!cATZps|LI2ayw!zhaCx;oW2J~ zc#E(=?iIp4I~Ae8N^48-KO__wf1_A#yYGSZ9>HICp7{jX=a5%-R24(@m^~TJM)QVz zMLAp}%(`)a)>vx$$)B-yyr#3OGjBYX5BGyJJZZ`O#HP7Z61%x(eXrl`qZMQVgolbyEpY}v+6k7ln!2X z@ok%czBUYUgD91JFfPiVNR|}cz#!CLmwcg8hF$qiVE@Ab=3XmvM4rdVsc-x2vUM~N zzr6o^P^u;n+nXUV#qFHKF9sbbpf?!~n^+HmQ5I+WH|P^1d0%#8VHs7tBq{Q~=q^teXg`=w;JGq8 z6YMT;yt<(`v!Mg|EB0zD>2-t8fy=^24(U|??BIbtnfSC|FPG;R%usp)F0JIXw1ryl zxhyQ*OFNt0H;=Y&#&8C}BKaVi0#1-+3!3gds8(OlnzQVraHw8R01+}$7xm$7DfHiS zDzMk?WVAm#9%)jZm5CsT#=e!b-;x)VDaIYTPaJX##JY3#lPSTeH?xqLfGBf8&KpAVL%THYSKbuT#N5W}ap-0plh+)HsN^vr+^Tw{dJj;`rPzWGYs?;|J+4tKMK|S3UJHg zQ*dXKst^OW=!tL7??b|r~QQW6|No}2(SQ`8x z(pSLpzTr~K&S5HY-J*CO=0BKUi~N2uWC1~4RiaP%KWe#u6 zXzjzZv4q#ifg8-#$}mN3`gqG-s1;@lHy9tsWi=@G_R+b0(6YF^q_& z?ffY_9*DkU7+frh$+t9=6|&X2MM^yUn$5RJF_FlV-pl7NamD3}UWAN@?A&XAqh$Q= zPn0I&kpp0I+_-e6RdAK(yZzX^w#tWRu%mNsyUQ9b6*ZX)DYfaf*JeVX7H<7zS61;db0VF>615Vg3B=`y!Ae zg0du|i;KzzI(=5@_(Xu}iwQ?IpGAg~kec!Vd>x7Vy?q$`?7gLn!{_HSs_NRBzfP%A`l|(t=83u1tJ_O7xRWR+{T=Jh z8RiTyv44MZualBVE;DTD@Gufqrs0{++%lp`l` zS*nf<4b=TtgaUgj;zZYbS-!de~b!q=yBeT|E3V@TFh4X(pR}Wg?R%L{oyDzeamZ(0fdou#bMxCcR7*R2kH~fN zL`!3eUGq3CASNu&o#mB^=>n;;( zGM+Mzf`7K;>?OI_h{^5G7Pf`hkJ0Fex-sC8i8x}Tdw=CQDchEk&Zk8d*QJ7L1$O;# zgg#ifLIw8t?ZSG`*nQchTQ7z#l6z0jn8Vj^6=4Kk%7CN!Au+)v8IVmCiw9kRQleKn z_Sylm3=19`YK9-FBubuzKW(wwyqt)kGZ=MU%g)wDUpM-jTMrF6$R*B?+ zu+I1M4Nk+$am=vb1tVFM(iY9}m!$cKR&OhzlhEr?ALoZ~e<@2FpHc*4(UKlh4Z$aQ z?7ymfi%6s=^8I3g)5xzR%QYfZ1%%K7LRS1FfcIc$@D z|Fwq`D5Yc7YUUeyd%^8!@{rYiTT6$jt5KG4NL~QAl}{JV+V!IHyuM@|pL4CKCqxEu zLpGgy7e3gawJC~2?|CzZTvt9EZ%b$KrPC30rH}lG^43#%J~#B~4(2q5CQF2zW+KA$ zU`JGHKRPnxfS{I&(TvG;HD;#I+-jt`Bl*(F9mlid`Dw*dz|mWK_xgN;#;X_WHC}fF zJOlr@mLzYl{$sodC!;d6aG&@!D4yR9oX76s^wCL-IxP{bK4l25lXLm#UdB|fA?QMd ztrV?!^_&Rb_CrrQyKOW3!RG&RZJUHv2wjLX3VEita5%Cb6&cb}$8-ykGO*Tt^Ql$7 z2_m(zZm^o>rRD&x`Y{HlOSOtu#AHe1a z1{w$}IIB%0S%p6EpzG2 zIOE%Qv**euN)ug2j^{{(S;(Dt(ljb5v3in{uABus4k`Q?+T)z65&LNFgx@eU=VMD~ zE;cE@b9dSfmG^t^U6C-vFhr^NT$7To?g1gOWn}04tUdEt&P}68E{MLmB;E@MYI6>OHdl``X8!@HFs(c4^IIQY?T z-I>;5C!bWc`Mtt=bBYksrt>5uTY87VUy9jOK`zw`GYOo+T2UZxm-7d!CkC#!8-61d zXZPlF@+`Ty66jEQk^P9yo-DJLi1YqnjFj_Vbb4A?h7P zqT3OQQV1UZzzpYPk1p0K7-fEU)Gf$m%;E-zvN57==vTnB_jhkQD@l&4FTNgJMFu2m zyeJK3;osn!s%53u5}0()@U6gHTgoa;0XFH5<2||`k$7Z8J;p$p0S49-AsjaJb`Hbf zd*JDz`Z+a(9z>(TrvF!Ku~qQbOufwrd_vwe3sST3>Vl@1`g005q`Gra=fQ+|aWw`% zn$RoNeba7561jeDi32uO(9-r};Zxhg(8dhhmw}`+y)eP2lsEe!>-qj^f!F?a_EpPY z3!n5IFr*38%=hM6&*A(-g=bc!d)9Wbv({gle8W7yZf7f9TYX=O$<=sSh5`QnS3h(e z2W}Jdto^&^()ClUN$a<+kWUQouA8&1QN9h-?VV;)oNsjpH!1o!qup!eI#*DV7F`az7fOclN4nMcSkY8eoo{*| zTfWrf<1rI@hHR6RYXi}q9nG^gw@WY?w>pe<#rH*snU$NS>gch4N`;8??oVCz10lxy zTieHS;wNRhDCVoANq%zK>A^iE3l`zrP)5i#8gPX&_JyvUJ+kBvlMPR?xmydF@zT^d za8JuMZqd^c_#YtT(3l5F|M|3N@X!Kh;e{nf*;y83$UV_#r*O`b2UDSTC`U6ADaLyJ zOzEizo6V-hz;oihA6zqPzh2_%^XcKggRt}+du#5yZuz`W{dwbRAGWXdSkBO--``?= zySqDHj2`DVrHA(5Tqo6czs1!-hJJF9j21mvtJGkN%c6pf?*`auA^LBd2CWzlFHjAj z#NjlUB@9X0*!9&#nog&$Mp->*#jdg1%Pw_Q`^m^FSDxJ78Cn z&iZi>$q8THo&0ei=*0z0^jhS8-W}j(49m}fX-}cJY45?61Q}?|AS4 zQq!3gJ&FEOf#zvPbDm~`PG#Joy8zK=o}mJkadsxfaJMeAKm!QaPK~4V?&I!Ak{LV9 zfp7k}0^n5KIW{TPR`i~^{5DC9=p^geB{X9xZd^1yU7yTRWWm-->O=H3+D>asi7>4w zHOQ}i_)v#a|4SD4JIPM=)7~#i+dV}QiJsTre9;nX$X^Q}OI0d%>7J%VT0lx@eR(~O z+{#I)bC~~e)}TMs&Ab-PFvv;v0)Dfoa5#}fHUCLvs#=5}%Fg2AuFSRL=37a!kZYLk zCr!}dq)dl81Ev?2 zE60}b59rR4LLd-L13^L%6)UBmE)Z}a2x9wS-LnkPLb_tt zl+WQ)BDYpP0%Ih1OCfpGwrzl~PJNnp`TKB>tYc)4V}hT_mXdMzMlsVVpG-G?%2AN)CH-hR59YyDc1=TCfm2T@#1iLwlyyoTQ`$(TjXLizRzmSPTR;gQE`Y0fBFU&S=T-CHd zt$f;YOtQ6lbhR!{R@WOVW2U#pvY_;7c^{3uIsK&QOJCM0h~uV3^gb_v>XS&v)#=zF z1C|R4bF%FG@;}@4fa27npm21A7V3t@@#TXJ*Hl>Ayv zVjTj4@*U0Ix~&i0j~Ga@Oc9($U0N;t06!ysVg)S^cdLC*OV1L`l#)S1y`tMwj=%vp zTD@%^+swXBv`oki>!BYzmUH&+^F&Z^`y`JUvxoFh<8sqN_(ihz?Sq;?Vn-y{d}A2W zGSKI#2Zvd^E*|3RTUf!;($V&2_<}hVb$DCMhrz#O)4i^mAg~BdzQm?Z4xWJq+xMyxBPL-^BT9y zcBV}B2VIAiuG8O9b4!0bw$wGy0ONqDCv2EvcT)AXJM^xD;GU_nOP|9z*$fAvsPC$Pis;qMe(|3roMRtI)2vJWV^`$t+^8ORX*B{A3qzg0NoK zgCs39jcxyJQF(j{)PVL1FJYA@O{9k&GgS7P)(d3rW}srnynDcrf~{M_Z{+R$kN3zt zkY>8DWXK=;~|#jyu; zA;0U;n&b&$>UV)hzqfUfS!D^+)g<53j>P`NosgdVSWN~+n*J9hlkEo**4l)y)c>I|J3H1R2VDkXs|QX z8@7~0HTP8u+kT$N=#%?A5zBxs^aF^(E)C>_j>C3@lznZkoAr)wO=h+?cp2@uP1#~B zFQN>t^qw(hUOhi4=JsN@aW7)DkAXg7YvoUBn&Q$k%g}Le$R_bv4tI;Q3vgt>eO!di zMF7umWfA`X9vLS*h^C?cxCB;cvgP480(rZS|3`n(w*6m0P}N#?zwUWUx5eKwkJYQU zcFE3faHlr6s65V3#T%=9b?O$TOhrdNekaEg5$9*?ZT7Eiu>e%_CrHnk2BXabd6jF`-Sm9RE+-CvCXG1S zy{g%M36er0-Bl1Lm4naZUi%oM3D5$;9H0fN@o&f3IErozUr|7-i{7I@G-?e_ab#D6 z$!o@beXP;~K&~!w6+e35$E(Go>b>2e1ysAsBcWqvuRo_#gh~yn{Gij+pjRgDayRxj zs!z^&iVE9S{w$zFxSE}!ADUZmS(94!EmHjVoCWy6l52)%=)O~#XHf3>9j74bT2#ve zg5T{xyF`v(?c++?&g&Iv6-J)bq2)7 znpTqq5dO5~KmADaE^^_Ij&+q_et!%7XtZNHWNjqUdOn3bk<`bXz-oZro$z^e+d}YaCggD|Yod0otgBg=@ zWssNEtU(Kr#CDHP&EVbRw@q#PFUz9C+Hyf3f%ktSN3X)HLoqI~(9+b*FoXC~9e&cZ-k==T_cPps$o?eqZ5L`!D?HRdxw zucQvxfHi1O`|^-D=UlW(*Le_DM}M?<9o-^^hq}Ah>lgmezwXIvH4ck;b4ew(o1D#X zP<{0g6&_Cg_74HDnkDo@pVc~p5ijC!mN-8yszHUAAl+}D}HUg(vnzMM)~+{E8{FKf%LRL7qRP#+$3 z(~dBbb4WgY2Nz_V@pMkzp&aby99sBK*qhXG1u`dH_B_?oa1|llutE>;o73y`mlQ?&o>xTN`4MeWx zRXrmV`;2F8zILN?#kd}%8^wc{sd3mRsS*${sWTrgeOt-dISsk-#aDRUzn6M3Cd2TP zWq-*s`ZFBKa!HQ8`T$S&QnKNHb+?Ch^z-#|s^Qd!>cNgnN~R+&uE>UknR zA>jU{vFT^E7U~!qOgJHYd23g)wQ5QTv2|fa{t<{%$g)^+_7K+VIpOx_b}POF#_oai`6ShFZtte?0cC&ulI2YFyT$^-)eW;NJ10&} zbCo=&g8QmIfejW?AIBK1U!wycQwER>+0{Ozr^1Q4;vIg?kVktwDb1!N{Td4UTger| z(#=nLGM$CJzSrB2EiYgp%|4rM{vV60$>oLm&LtO;wnXruwMcdZpNIQ?p*mkB|!X zNJXLf!>1+pIo2Qk(K%>VM1$nB;C*)B0XNZ8i{p1NZbnIbcfX2)82te-b>2**;GI9P zdwPglSVYm_zK?@m>N7<^=*{Bpm_ z2lx&kap&n3rW%e?JxM{%m*<`#bWJV#jfYrFlO< zVo}NP(5G&zV&LIh!U?Am`V0W!AA!E{vU*m-h)$g*0G4yM zyDA%p&QyCIdLAy8v(n4YH;dTV&%J-QmL7Q)GNANt#!&O)J1@8b5AW=z1&X|WEv#IGampyy%sgtW2h;4 zm!DivLQZ79!!WIPEf;(M=(b+PAN`qcYE-_`@%ev74B3G{L|5)@c%WBQ3@lE40LSBf@UmOF>)Gwl64Oje2cR0 zM7lLxg4~esD)KpXzb*`&fS1^4xk^6K{ksp#5F)`R zncit|0o>pQ*2jS8dUK@jLA(SfD-hUFNsI1vIy3Jr9&@`};IA(*m~M%un;SP|=MEC` zHj0jhrMG`u*bAU=8oOz}RGTYImzy;gO$wK&U@LLcotp}#k~OYNakt+6b&DizA?$JK>lQO$4uKYi9#G@;Yy4zo zi8HXkh|^*4+a6ZUQs~LbM>CU{>QFcXG+b67x1-?+HRp@J!4sq!In;NNr?xEB`U*v4jpBQR2B_9M7C2s1fPonAe{? z`R5?6dGS^f!@Vv43RaVtKhJ_ce~o9>9wk>Rz<3G##;=3TWphuJpAjpf;%h(DcGFze zzf*nkW#9e}hPx&@gA_fv)pF){Lj@fbnnV1SSC*VbN7yMr4lEQUk;sFl=!wJCSv=>B z?y2X47{kHoT$1nDg`?5Rqn`oRuj#YtEx+orBho7Nzd!H|Patwogu}XRmTs5EdsP}~ z$eq+qXi-v?TRd7*o*0WqTAmKd%MYx%_~O_4U|VBROWQEr)e~*sp4RGo4cJ-;@Of_%7(JcfV0BG6 z)r&$dTw7_uBLQfCoPxV=A;8&KKly>;Z zy~sIihgb;y49`87_Od9MP;@X>-4j12ioUhqJEQ9XzTw`kNlUUD3+;m)DcWHcDH=ky zDUT$o{>t~=ao%BO$WdL=;!8Wa{;y#R-*ZjJj#@uuXDB-DXxQ!DH_XJfCWb!t;K8|c ztF&5^&B4KOJ9tNH7B}N~1_(Guf1Y>FKf^Pm9@Hh%oWm{{ z*@8Adb^Mk%eZcj7~qjd;k8tUP#Zr7kvd>PV7R1tB2T=;0FW5&06aoW0usd zKWeT~x4>N`?c}1h{8*1JUfwU-H(a%2>@Za@?Oz~m4SxIRpwfsF8F&eF&`BspNN%4L zE}f-d11LpbSI)<-v_OvCuMZyd9f;%X|5fAtcC@msqN2bI>)X~qqsraIg`D|beq?!B ze4xeQl44txw9g49wCl+QrP_;RghCN^>>|hJBa!rA*pg^SDXsU;^!KkO)WmM|F^{ar z}O~oQ1np3TX3H03)>^oCpPg)0ZX51RfuokJ|tscl!IJT zKDDC#5P#`zbGmf0E=AL6H9Qtde|bHh|&sm3>` z9k5PJ(T%FWAkMBGD_H`TFqx}i7mTR?CGfW|iN+%XI*hRd<%!EDd60fim0KgnkQB{$ zKTT?C%4qYn%MxW(c%k)4kxB5h3poI>r zc09o%THtT{SRmh}i=U1s*}Wpf>ZNP%m%aEIgzYHqywwVv%x{V;h@Ak4VePl`dqSO6 zw;26jX{x6dsM*TeP7M*N?knD@%bwtqRBFA+XxhZsF!rof@t`yIz`k-mgJPHAceT^v zFuNb06b1*p%-MVMAELI_y?*&Q3P`IH{Y3x&3Un?=Q%~WH5#$_xNAG+F7p(!j#Vf<) zsvz&Q;>79(6UNGRqD>_nKCAOM&{8>)pR5h<4P9bjZHlQEsjtKq+PLXb%+QL`6%sSL}HRn3<6 zg&Gdm6}9XEDgEg8I*;99SXla?pJ8F0^9(kEHqdVBg4cTRIyc)DL@DE)Qp`g~D2m8# zXO;PZMM!+jU4;BL+jH`7>r`9-=aPi*xKm8Nv|M0QEQ)`7{(m5*pX%) z&OGW18BKqAHO8)=Q(EW}C*9Io?tV3OLyEgHme@SH&zkhBe&nc<{?S0>`&-&fkzd+u zUUC|LpsB?ya7_P&prA!&?IKDs-|8&~NwR_d5<23Bd(|Yt6BE&97i>Q@*;gGJc?vpz z*yl&j6M>fq6fR~-BZLzlkF1?C*I>N#Am- zH&MNdLkp?4o22<0!hBsRq+`em4<;+wZ_i5EA`scOwHEY9K1-+C@^APrFxl_;;XsjJ zTN3=RUV1=z_+POpVz|BKH$ju_`2SfL0_A$-UFN<}!0~!_3_&J$)-h z8kNtIdtSfOaueHcdU`K-n3*>Wo`#D7S*qN5vg12htJm9MQNs4jG>TUzxawnwQlmZf zPfT9-rpP{ZQ#o>Ydy;@sd{Osy8L{vId(Jdd2xeBWTU73821K~tf2boQl0KNG`? z|9jB{4*fK(*8QXL645bh^vCJj(c*r}%`5(yZrI#+hr1>Cfyg6V^R&t~(9;Tu7H27O zrCzpw4j*uYj{WS9rv!X6Y74)^oPwXbqXm0mU*6JX==i5e8`ed~^LuZJJ7PiSPdqF~ zRl{xMPP7^w6}!AslZt3XgPM2*Ax6{f5vp7>0i(5%Z?um8y7iKpK076H{ejscmD&E_ zDEH{lo9({>dKbXI`F|7SUWs!-r_LDV}RH}MqwI*RL{@M z#l0g|#`MPjaRh+q6gobO`<;TLjofIwJ{kF`1Ho7UKtcKb#kM@gOBwT)-q1B7!o?N# z2FI);zVp<}AZMJ+DZXRGDQ(&Qm0QlbA%w%bwhtMLD* zPrzyx_vXw(#61iDtwFK45})0@HUctaON&I)+R*$UgG)7B!DGh(nJx4>qNYE4twUQr zlW_3fWZ{-GfmFjN-DCT0gx)36<(w!~>PvM`m7Z0z@b^zX))ypWc_(BS1E*-(ezc^V zK)SAKbfJ>i{y`7h7g2U~{q%&0oW>G!MToo-azWQg@yKNRUO2qj^JfFhs_VqnL2C2NT-9&8Km&315=-6B;c#gY9%pdg z(f*b;+ZzB&=rlQ*?GLV3(tVtkz6r7zeCZ5%LLq2tfY(k@My+3Zz2;*B)v+~-{O^@p zU+E5m*C9B*FWBk(yI4-oJj*{T{<+xF{-(x)J2!5Lrry?7bhyG)x3yI)Rcuq*4j%PB zS9hzCZQsKWKhH(zcy3~e#AK(k1^7P8b=e8M6zL{~^z-%CmLM!D;x2uaJyoF0*I^k4voKIG))niKbDy=Y zv2H>Oo{(;!*av$alj$}Is)8qvK*$5>b!MP!`8KDu6P<1 z^8(6IvmQ=aU}OMz;;goOrOc}Ehm`B88yTsjzb+0}q^r8re_2hKTX03?l=3|MIq?aT z;XRun&ayyVTJX z1j5$v)oym9Who8Al~fm#!5N`pOOMqV`TIW=ih(u#h>6YEf3V0BbQy!kc`t0Jsk5jl zzWsQ@A#302%=X0*^p#Ikc)M=^jEY)JtDQ)8+m5_bVSd(U-Pb#hk{~5GO$s$J=H{p{ zMyOExQmV_(r$HZX#Gc6#+-i4CNyqtXgLmg5J&$6>=>HQlR3$!u&1d#?8h7s)f^r&& zA4?J-eoSe}k`;b;XG%%G`ltWBp!M>@BMF2Dx}s- z13w8pYQXQ%?h`+U%fPDyvECI!vZR$Q=77F2~jYxGukGo>`g z#q~cE{dtgl+KvN-Zwt1cY8 ztA`!0@vS`zJDQT(>ye^~Vl0cF6lZ1Cz$-1RuSm^d%x9SRCvOh%k<}}Hcc~J5AJ7l& z-*+>M2JKJAONl5Zn}Iq&V_46BvbX~Z;~fn`0HN@iZ|@I9&ilAdyeJ)yl>z!OO7)PD{H=XhAtgCBq9G=D#hS}Ymku5S` zV3?XtsFKU6$evN`NWo4zaWb*8M>_GtCH{}o5tmdZm$&mHeWcdHPM|bkd9`I6*2(V( zAX-O7ICRii@;2iKepL#re!|(&_Ibk2nJ=tC^`x=xwiP;4O4nsYs$%@>7;mB9Sa3z8 zu3eehKC=@my_WDDHLr>k`OU{CEbgKrkdjurIel~ORLR24gq?WT6?F$#RoBd{v!1Ra zA@)-BWx`KD-5gzB4a7Z)Z$d3KVArmkVGlC8AFn@_2BMgdsLI~5&nT7O*igs@MClfM zdbkMHOZkAM1Wo*jw9F(7pv>Aa8vVD9)N=nHwcOnJHadH&mOK}<^Jr+rvmM z;NPJ)i0ToYC>yr_sbd_@|L6mXJDTKlPt3-4*763M5ygF@UaZT>VttA+Y)nBpUfyTv=BEJ zBjF=5EF=E5%uHYXc;_cf9Ajee7$|`FlnB95K zF|W0s$PLsr`pi6+f)wZ6>_Vk43$17CriP}3a9t~+sOMYa2A;*{&dF!|Yq1S#=zzoY zbEnqA7+v9RV;B_V1>XAdAjppo_O z%ELy}5{(v_PQ1uNg~4YNvO@`mb)pM!xG+<;tjtX+BCO}zYzo-1B+tZy0v{KNk_X*= zpUIf@(F$D+TFZqTKxgJNvr@y|>m3W05+Ciw>K(Pk_SXGo2O2BdJuW|n7 zRK<{;!iC`VRe!AhuqDVzxE7eC*Pb&U!9Z%G0u=^=aym$7DojQ?BhEjS*&{W_{{f}1 z{P{=m{oQsgwGbovFrv7@P=b!A@ij7W>wHoJ+Z17@8I@Cj;a{#1_^C3x6VofX#xs6U zw{d=*zMm8UU{hqr`!SHvP~v|FvH0MLvu z>q>wbDN`o_GFm6?Yx$DwcCUMyYwGo#bEC99D>gS~sydV@NR(9>t|U>K9^>{BZJy65 zTg+s_kF&>s%;Enkpjv>e4V1xg9_5%|w0r%sgL%te%nW8-CHz^TRNy+6bT@ZT^~zs~ zKQu+3WSXCk@Ed$u$e!=G6KcUlo8j^eU%Q!k0uHk%jN4P++RkhX6a{a1EahH*l^OO_ z+{)JZ$3A7_Y6oSRH!Yp{_0#%?Q(xcPJYv`?co!dcUlj3$C;xC~@BZ-En=Cl;q#t6* zn|^7u1S{8a+h8moyJtv9eN%5az)-X!=2H4I5vZqzn&9%loneIXEd4$&ZEV9$A7cC3FwIRLA=*z7z61~kj&Bp4zj%ot z-ij1%q|VouYxW`S3Inihl6HrM^Twwuv2HY%YMlW~dqZ!KG}p z;6Jh!7S?>Y^8)F(ap~C8Pd1)krpzMKpWe&mH}}R~&YtEw7JjAsssE7$V_s8+F?AefD~EPsoxrTW!8b_Wcpg#eoH)EFR+%1YS+T8oLF zN7imUz1^XX4D6If+b6n;22ok}H%$v+orW<8%cAK9QP6h+!j$Ph{upSi(~H&M4PJsc zziF-4gAaL?6U!KWgFjcuZR|stfZ%8wYPQ{#PGe&3XYk z)o9Co9ry})sZ*s6E?!aUh*72EmYC&=H=$;6j%Mco@&V36gd)92?X#)g8h2lKK0y4L zYz<~=+UIgH`AjC_U&~a^o`O<)?J}DlEL3Fr)yq1_S_Ci;N@~cI>}a&>PgUH%JUN2( zjR0)J1jEuXd2hETGBW^!9rXe7Y`vvs6{i0(ddmXj#Lda-5_`GVi`W%qF4Kag(sMSV zz4iQRbLuZHqi!;U=eQrsAexW346|XHMEZ$urkYzriC&{FUl!&m*lI$!o1@M%N-)nkTEHmtQ}*`ZFSP zy2UByzaKsmSMqrJL8%V*azUK~F6cKwEEV?AfLYlZ7Rd7DJMQPT3qR>4MgdJ z&bk;T|L|?#ffqp+(1o*F=tol`^r$u1|3}%E$3waPf2&SOidIWP+K{aXS*MZ|NvP}; zAu(ic#w?wL3Td%#6NQo`VeBJhU#4t>!DO8@7-no^#(1vVIp_C1zu)t`p4apIcY2+1 z-PiTGuj_MtmiPO8UxKoS+}>tvsxr0my}HFpCGeU&oi|lRsM$9^EtuoA)fIjx2pl;n zfw|Pgd7<1m!m8#tz?afq&e~!2R4%=*ZXBrzX$NE^fnJ2o36) zsekgS+O6x_qSF!#tS&XpmHh}HyuJGP6v>8B4YS!hSmAtclw=m_p~Gd^7Q%8Jk+u>VwkUxf zQ02{CLE$84afcPz{9;ex zn~P3MTlmO}UmR)A@74fejup`vyAMR8UzVWa`dhPYUC{TESAxqxtReEx--|n@;MwGc z5Zne3^A@?if|{`Q8&rYZ;!cPTSYQIHhKiaC;>)oG{g|qwpg)^^3u4s**){+V(Tok5 z>w2|&0YueXsZJ5rJ$(U+MCbxg`$74%chfyvFY_4?oT{|m_Z}eyHgjT0*MT zX*&p(LfYQzD-Q%LL}PDmK6`pR)F@cLFeo(NH|-^nMcmi!5;Qu|$f@!Y7nSH0UezET zN*2Mtk+NL$9Zf0`j`vqgqO=zIP8zS}^3}cLmIm6^tUW{Cr~FY^$*k3TV;r=nWahZIraR#SZzf1(|M|5MXXp7*~KK(RbawP4km+ zXiN`VwG@#9j6hNAQbTq{XA^OW!v8H0hdkWiE@?jAA*}Je9|C(FtGMGpBhJ3+nj*iz z^q~ZqKZc6$T&DT#-TRyRE|2bwN#FftzjqZaeLV0-E9>&3thfVFgF2chZZOp~f%+{? z%S)MN*uLCo>}AsQG8cqJ+`eY*jB<4MKt0-;+{)I2DWRBVnAJ{rrd{+-B{@A=gSc12 zse6z8#)mwq+ef3&c)he$dy0fXE#*hi0db!;%qgGG*bl}C+mhTJwZy^0oU0_zQ)#E9 zU3M3_!N<2)t`FKu14ZEUD@_M{v~n$Gg>I85M^(DT30aj4+iToyvK3Xcgw5tWTox#V zCvVgYa{sBPKf(Fuq>oT7sG%ogBs`RPN8-HNN@hk;1@hA~LZqXe8m!4O{}X&i#ax$m z4s)3cotyhbl#_Gqu{Y8V8wX7l`05#7YNnkaHZE!=Yfs)U%sW%R>wsL9eVxQx>A0<( z?iLq3`QrU6K7i1Hk8D7K`F#bv+_TX+_oYWC3nE@GCr%p_IGI0Pu3US+&CQ>iR2#gK18!33@g87^ZunX90*3-~(XaQ`Z>ME>%56 zqcbTkxNo2wD**94;sFnH`n;@;YJO6;`cAQl;x|7{FB5y9a(N`t>kO?oAX(#(K-Q;{ zn-OifNCZyt{5tC>bRYh~k0bBy5dPh(^dDnz`HI7^M@UK}LcKR5k3L&a;hcVKDl zXrW`Brt!d)v$9olsJa}XqrPgt{Vz46Vxi)-yfCeGV)(5E@@or|&OwwTI-b!G@u5pk zo|+C-aB8(YKJ8Qi0fPZu+-abNK_GoN)Y%2yC+%YwLL-0`y&DHf<~RMiPw(4%h6dME zPA>3t@c!${%!AO1*x(DBRfq65j`m(vrbXHW+OEi^pSM?Sy8anJxdkreRv!o2E_9PJ zz-}M(kSjOlGXdGb-eaxq((G>kZ~is$@Gb}mxE;W6KU+COdsyTfUB3N^Jeq^t0XshK zN4a@%VLgQZBH%1X{>wZ!l{qLMO27K6s3+HsFK%8-eUgdPxp3jfJuSZE*W2Ejeu-F! zeN%Q^a#%<6ESE9ZS9YjAkgl5Of3caKA1CY5XuWJe`a#d%crkZkRP*>5~>h$%pz3+c7Wo)O0uVE_I1BfEb56FGZ<&uEdNa$M0=G`S}H$^~zc>WLGyP1!Ga2 z`$4;7@YLJatV8@;6Or3(638lfS@&e`CMmm)haO*h40;RqyKGFBOiBW4)AafO$nt*g z`p!P?>}r$32r~qeWw_PaXXgUm@U#(f5*hkAQgih)_F-QaUFi%wq;iQd{9`8kmHj&< zF1ep%*7TstTWX}h)ir+R`7p`u_JGiR%AUrn-*yGbjZ1F-wR8ZWn&begX?VZd;wG%u z1B1=#d?qWJszQoXhv_QKy~PP?CJjTzmbXIv|=f47)@tB&}~HA(PKY5g9|zXH|4U0MEx26#-ra+-dE zF6s`xY|30#`Apt0$lnyNo-w%l5ubOK(neHnm6#pPTU(Qsi!1c6o78 zJCc@wB29`J+nh#^mW{-{)BGK;Q|cbwpGwZ;Hg1MstdJQnLMMDpepeTm4FV7_gvL2V zd*xhHnRP2nXS-OG$Ih^p6cC|`kd#%Di40KS4c`V~E#9kA8oy6R9n}$Yz~pd#-n{&4dErmK8jv&9rdc@?da4Pe-SQ3(s`~8@ ziEg`vWc>CQ_VckyI;D|JJ9GZB^hm}|VR>KMOF>qKQP=n!C`hFB5Bt(}j)$9wS&Qbe zL$=lLac*Nx^RHO8i*)(c-}p2EO_!`;x4F=Aqsb-ZRttcy%qtxO$FmPnT||BSVgX$J zwNfsN7|j&69XxgqxjN{3k+FG@o};n-a$a2?|E0Vn;MmDN4eMG)f|gYt(SLLx6MUK; zG$MyyJn1jjVTfZ|sPWT*Y4)j%p^JpL-4D%fto>6+2bZEevaWgS83V}#kKpithoI-N zHH_;a$d`ThsZEtJZaJ!LN3f*0eC!yw^^5Z?9)GV=sDpCm5=5nrJpyHzG*iXOa?2$) z)6

lC&p(Kk&R-WuO11wRWaiJHAuTEZ-={c7^>p_mAd%Uga&7p+2aIH5ISlUc}Hy zq}cI?_bE?qFQyOI2H5nH`qr^U3dW{-r; zng2rfP>=g*2bw!@KfyTO9Z^~-uERv}2}rYp>sB&Y@iu2-;8W{M23M*Z+?}+yppafG z@daoS@C7w^Y67kxHu-c?R-*q7K9eMef%^k-pNR77Pk9^xclm12xC+NFElan-l%Wls zy1;*(y6ioe9aB>MXA3LS%*Pg{F_^jGR|zgQS1vb=Pwrh@d?9yn(oDYh&8c0Tb=N0f zY41yL?RHCb3Ts$QP|kDz>^t=KL8_7Hg{5`&L+`U;S#1tTYNphkmkD?K`dD4ac=UFH z<)ru}eCp-=u2RI6;uo4O>x*&6M=Hy|bO`Y4*3Zx6QpKzCK^6A}@Hkg(OO{q z{wPItwh+Yc897z(g${u?h!(Yg5dx$sJhTiSA3gtG;Fa@-0aZynwzO}!5L832#9JFa zN(9CCY%H&9$C#XP5I_ve3qAZz<)VoaYwf}5A2j9u?lNtM(c&xI_EnXcKbz}f&Gywk zcxp!ZoOZ>IGR7&?Yt0lrmuf4tbU0>FF(nY~arh+D%uvQHHXl!44y#}ckLgCAaA#a5Kxl8iP}rg)RCCKX-g$&GsD;Y%Y4#^aj+rXObzve^V- zdl6QW4uH@9E+LA43Rn?6UY96Apk?0vk&}8y<{0y00G$#3*&vHk-8Lbs_otx<0<^Dc zRCuLBb!HZjC-sqS&AJ2-A%8ESpP-FcsDdD`WN0spXleaEZp0{R=zd95XAko<0BpwG zTVbulMJ4d_Bp*#n`2(rU>ugJJSbDwNc(Q%^G$HVm3whyoPf%du+N0w&V*uPxH=O4V zBQ$E`@S=hWd_moS$tC)`1k%0O)sYRdA7SfW0DSNIG0wiF+I*_E=bWkAzYc89(K?g& zV^eGUPO4>PFMMfd3??CN#x+LFsaTB1mpWZsu}Tzo6$q<)oA)rt^)qOTjOfQcaWr32 z1F{?)0++lJ_wKYgtt;~Vl=3ef-v^)|ypwnm);bsqs6B@w+!I6y`sUeE`tiwakD~r?MF-i5Y;#pE%HP>~zxP>7cAV2C zaAWGFz$xN3B9%+uqJRGEcvaKkAN&~j z%P?jRVZOWj=K@QX3A6%sL99_#SaM*x`nwQarL-~N zLO+}dd?5?Hdg>J^Pmw{Heix}c>5oxlUT8*sQ%u0J0IT|b8h9HK0QS#jja0t#x=ds4 z)s%qv7rqW^gT?nWMzZ9`9$#JSf4vpGx*&U*xKG4@sP#+F^hUtRS(L@E$>$HK0zhE} z0uzIR_-Ww5ZZdzr8$lRQ4)ua7qY|7`(2HpUpG_~aI5^@O&GqmeMEVnr17~cW&dMIl zD0w5T`6Tk4Uf(f48Jq2(g;k$I2itAWtk;ddU-dt>0?qzy(8P?iIDUU-a3j12naHxG z=VD8@c+t9=XCvO}U6EX4_bRVdNT)e;nf)5OwIf?s?(a#`z5mA~^`OvcrHL9$fDCS^ z#p&J=lIFH84Ky=jjd=aM{kF$H5fJD9(YQ4h)83L1We!fmaX12q71^aF$<>Mn{yp9l zZTc9Ax&g|X+&B-A<~W|d!d@bBN^CLzm`Lc17_rD$;vO}gVFwgUWo=?TAO~+YpF@&GA{1ru2~Ui@Fzgu z(9~P%13AoWIe6|(w%^p@l0%x`je`Y{U772;?l=8b6qe(49Ux$%435xof|Iik;w1s- zpT*$m*TijTkO<67Ob-3}Kn%Vh^+9WS${7$%WuJF0Hc@b1z62v5U;R?wXF!t)v^iJ{ z{sFI{UfIEO5dY+bmmpE=M^bAKp+9nb@HEK5uJehDV>D-Worhpko&R*Y2_4sb(AQS1 zwm^&{fQ$p_&qe5jeA$c9^lT#k($%jIc?*?FAUQJdoG*F~uF_??(wv-4vnNazLIuI{ zpU*wPd8@zqF%M=f#$E;M8IW@y$uhsc-4N6kqyNEV{MQ6`?}BA4XK}C;d*Olan|THR zL=G$%nxgCvVsOqAoavPd*EcqQF(|m=A#B>C`~54d;oI$D742i^Qp@PmvsCalGj0U@ z#g2;vRZPCO*{R^d;SY>}mSVWTJRA<@AoB;vKi|t3W+#I#OQb_lG1-BB_D>nRv_gKneO$5ArO8Waxd&%q~jkB z%(L_*s0RUM{bU(tDdep?Rp~oL zTjqIo-CtvZq?VdMKU)qaw7Ql&zFHX#I;=9#QO&3|(cqn8?)_5J?ga6o%oyN1b^26J z1V;MGLe-P>4~aP>E)z{J1K#%l6rFtkff{jbozlw`f2lsZHvQih2S(imeiU=deZ&=~ ziylBVl+mT15#C+je^X^+V=yiY2Fahehc!yhfH^{Q`t+?LhDWq_r6^se>DV(n|wK2aF|92m#Ul$8_R@)}XgF zSfB$}OkZGa?}yxT=U_V~Fz*K-9Dg6l`UH0V<%Oz{^bfY6T6N#9wS+hLV~|)d2y-4I zOmYQ)K;B-6VeZDu(E-^VAX)6Rp1o7;~n3|Tr zfKaKA_Ch=_?Fbq$F&yRIz$V1lFmXfZD2lU&KtFT%44x;C?79Sv9e;Txfh0DxSR1+R ztMOT$7&F>PmYne8^4H(rK$(8Yc98=A5LVli(6h9A&hmXsma<{L` zMNQ$0FNbQ!GJ8yv*7P5M>c>{17Y{=Zmlcvs_R~7-HOTIVI=)1Ud_hR4UL#1El8hE7l`fC+ZZIK$q7N06jO< zyeh=+08~W{P_lUp;MZFLWMVQ!(4?Z2dSE2^1JbV8@fTx$GEhi)`I9IAVTT1u@jZ-l z(!Y$b57YY+(reTBIQ161;Bg2|&<{C;4Wxf|@e$6&Trm(kCk0)OIeh+Ce7kvYZk9m& zjK%9Vb4~C?q&wT?^p<|Fova5c3+<~+PoQtrPM?afRB0|Un0dWi3mBzg)L>CTwIu2* zSm!&tbvyoqI;)bcj7tttG$3w6JP5@qiGzTQs{$m>wy2Nr0P-fJVtDHb?gKBxAGQTu z>^}Y*7iy2`9BGxJ#iqu^{N^iP?B>1&k?o!D1CYoFdq&Ea3TL@g_q(Jvdy}fOR8YqO zT@2_P+B4Oauvz8e4E+v^Rl0Q!d)%{2s7Va1lZWjEk>%Be_nE;!)ZvX5>2hf%Q6E(E z0ek!uIGettx2e9Sy&EcPU|TO5B6qPie*Q(#S_u% z*2W4Pz(nb_zMy}JC&R%YP^pd101PZ`y{!j8N>Z&@>mZ7Prbc!_dC3s{#a2D zKZv$*if1@2;Ga#Avm8xOGw)Vav=ZFJAmSpXUO8ocNNyKeJMU($*qHNA)%Hr!>?&3 zgRZgr>TA0$-0cT~BaUGoj15B{_0aO3aQQDK!YyiFREsNWUMyI^_q3*|wPTUF8eB&R zK&!ye3q3|^Eb7L7-F!FZ9~*_Hg6IC3iertwh#_p}d30ui;b2dHAs(f1*y9HgP>^QpewOJoW=nF1%_p9!5XJh0v_vroH^n#@bLU0(kLyak-82 z(88o{hWrWPdFt465OV{svK7dNWGhi5;!2!d77NNKcV6#JuLRFCFquGMCG4pbggETk&9}kc$KZ6-8{u?pE$`pL<=}4F-7xUE4;K~bb&2{^LTStA>{Z(* z9^Q>7XB|QF_$8IN6$;=`2Xq<_RFoY7Hy!`z=2t*513nPDQ3l`ju*&}QSdB}U{e=TV ziiV-xJ+1HIKrhJf_n!xkSDErENC0gOvd9^Uei5#&-0-kyht|oeJB#>}#`a28QPyR3 zVn=a1s-*LP(BcE2ICST>BAtJ&@T2gVX%s{UC(JgBa{KE z`wdWFzO9ys`oGQ8MdwQnFzx;S2Lc1O>;H$qpbx(fgj-HI8kg5;F5_Ue9=tu$RX&Ra zQ<|fIw9<6+KMuViQa}!Pl^=8F9a{f3?9acEa)$rjlWF#GgkHyi*!$4Mh19pb_XS8^ zX6A}ipv&FJrjQOSTl(0=Ubt2ZBoxGD*?wPiER<(_1bV@rr6*ro*wm)o&(i%Y!!g*R z%qePH{}6>fxY}0!W12UcD2y>wvLE`_+}d{8<-4K9{Vg}~xV;*ln6*7h6-O&xz?V85 z2s{n)mE%<5z&xOu0D8+Ok*PppRDU-nT?im@OMyvGMwZEvFsLZ2{9iigmu_+(6$Oz% z+ceG+K%TnrN1Lu!ASt7#&bYuW7l%`xAy>h-{lt+D*U^NLh#=x24-jv?&u?5Lf&?{E z3esN!8knOm4ycdv+}N>k;adLKP+7V{=CM+Dc5tG(I^F=0%~i6Qap{;EAT+B-z-?DF zfcj+@{@p?{D!3n(aMT+TO2+q`V1F;8^th};kLNZge}T>VrE1{a-oR~#vy8q6^}d{= zd-scJwGrMrT^;gT-_#0R;#IA~Q47U*uGLXa&S}VXop-oA<-6xgy|^?KU;icb*LxI; zB`j(~YMh;F=X#A{eRm1;jCn#VLU~a$1q5BEX7s_Ne1`6VNnO7EVVRyT5tk4ke#h); z-yz`_{^FNbJ}Lm;{NS4Pl!kQU>T7$8P@TI$#-h6iOFd9$mEZ^UE@bI1U6CZ6x%^ZY zlmQ_yd9Z&Y{WMuWV6ZYMRRaSlU~ahGfxq1DMH7z={eX)^)dfx)9)dw5bH>xpK^h2u z1x@uJXwpfX|NdHyvJAcsX0Eg z%P(FeT7T4EN$~!$j|^h_Bq+AutpiCe{3D4VlPv@VJx%Hk$^Qkk{~Q;;@VJ}y{2-*F z-TRCm#%>pfs3m~l)izB59d$r8cyrjC9{2L|t<>cZ94X?rTkjiHt&T$i)YwWOtKBP+ z19h2eVzyLl9SdyRspn92_2W2tnb|>2B1!Whs+G`HMN+q&UtF6?kk;`6&3Lz!peqj) z8ZTp%M6ERrSuX+cpf8CW_%HOynCW19uMBzQ9rIG6kM_iJ48;b6?dL@Z8b#UgNq5b{ zPv)0-HQhH}as^7aZH$Qzy>v~~;xT5>`$a7tapOxxZ54ZMBLq|!2iS`?kMwD+Nar-axxGo*Op z;0lG&v&BW{8t4jFbpkry{|RVcx0$cIg|B0Qz&CX|i+r;SlFmZ=3=ZZJ>?47i&~T2N z(RkGa*~=I?rwUZ!T2{KoP<@OpYB2~9F?%=6b?^jZGCD`S+R<5$+Dw=r~e#t&T zNrB(!ns2?Mt#CVC^T?YJpw3H8msW$$AmCak?ZuRbZ%PA#7KeBJn0u27LEAv0pDv-w zLD(hHgI+vQ)I9a_uwktjDg26(dBnn#PIA<9Am=sM2`}DI~VX4utA!^@cFNI3RN??#coDa|; zw_$;z@@okU!5#%f7R9% ztXya4LD=d~L^>%w9Yr_4ZL%*)+J$wgAU+=(Yspo0aB!GE)Zv>%L*}^Ju|gXbZP{L) zULL&U%d9eL`V$%An7DdMmy7~W>;ZP{>f!rht}D}T=qS4Bg!HL$BdO2``&|F-f5&vI1=u zw%%jk+SYLtLyTH$UTCzqi0D)8@|P%xY9^)RvJ3DBXzIG$f`)+4kv=Rd`!Pg?+iUA9T(a8)ALY=_s2XZV?;1=PdSzX{3s@bizdC{vt1o)3x?{$waCX!-skQBF$7uN|s^~PW*vqZF2_Z|YoE~gg z{N|flV$)q&7%+y%F16>MJ-b}aFJSLI-=Evcz(2FfW8uTk8ax=*4JSt)IcwNy<-BCq zh%NROOJZ2+k!cTlX~Ot=?Fm=ZQ}1DqYb*rkq0{%rbraO_G7niro>i~f=Msg-E|>HE_r`-`k*-RBwRv}&5uQ?o3h#&p9;nA6AaGMd9HX(f`C zY^K2pBkJ(_V4PS9%*dvHk3%ata;B=<+jk7JKcD+GNsJtZXE2KmhCBN_QykTt2vK(F zXP^7VcAR{v%NY-jB=f;TOufeg+2}`SV-FBUN0LtD=cB~Y^)%&<<4O5i9s2BYvEhL} z-HM+bfvSpH#+){$|C9JD$t5YI;B~fKBrRo<^Dgd8$CZPUmrA)}lJJzY#QL&pOmyk5 znq^gd>o8_LhIg4;pD$i+3;s5s9&Uoo_SQ<8vkb>G)M7{5$u(+bm{|>Qa`C9$G0S=$ zLePK4n-XTQ!j2z@eb!@eN6gYWcO{4B9blw~MDc=Jx)+E*}Fzg zjJ&_#Jq?ZZU(tAmrOrI}&BwZr5!xB^)!df50rr(b9faSzc(H7{iPGKhc!U;BZ&QIb z-91mI+Pi;10o!Lkhkqu>Gu|4;Iizr8M>ndHtE zRC2W{(z!^%V1Sy8(tGABichIfx#%rY_>k%Ryn6X{HKnvo%qtb!-(4`s`L-pJO*(lxqLO6!^J2uewgyy{RrEtT8+@>E?83GrciF@PgkAKY2%& zKdjf9+%^^;lUx!Ef6p28Z85ohHE__cBMlvK+)LfThBZ}*`}#5(cjU__Xpxx;6p_N8 zj#dpammD*@#3}6Q_uHTP%G$5?y9*BcuruEHk`_}6ghvm(_4aH;!D_)N+kf8Go?G7h z<(=OCTj(O4j`(K@C1R~b&ezEuOsiIMm?UBDWfZw)xF$o9iEQndvq-hJ}E^JI@AhGJ}L#Sx?}LZ0kfKt?z!;l z=#oF-#l;g;@U=}7@Bvj*3_hD^vELp&X>@R6>(_K2mS}K20`|>CV}8c#kmlj-z)F`F zzjop=GMD~-{rSI_1&ZS%<4WNBsCn$~*mC;M+6qdS)wv!=L^DeKjx~#A(!ok-{)tVl zV4xi;%DlOi1;q-!q8WO_p7N%ilVqh~&Z}_X9O5?x)yH{G`(LZsz4b2P#m%Y2SC-*N zPCDcTOq*abyc0$f^C_776-K&?+=gX667y_+AeYe-NmCp}r{I=*FAq7fyAbrZIFs!?E$z0_05imF@@Qfx_(F&TSpx=_ef=X28vRVa&&Ff_kD7 z=O$;7{=fJ`e*Ita-Ea{QY{qy3>JC61Ts#(RkueZ;nWZ21nOe&$D zgi$rJMl2a0^=pZCD@q5+yA)i;_1$8kczn8%B8EI?n&?z=f z-f{*D^Gh-Jwg-k$vY%gVz%y4f)*l9rA@$nIJIMHFj*1Ry-*WmZ;X?H`cG;AbD4gu(t({wtEShJXDhxG%v3rG-6IU| zE;MH1!PHY_|DeYrNR@zxeiDbZs10=lJ>vPWQrQTIiE@}2GnxqFxC+8jK5b)dNfVJ5L)>|Hr zU{s|Y6qUW@44P&v$Wzyg78FiBSw-QV6KD2f7ktl;0B^SY_gahEI(#FDiN;NTD$Mgx z3LbEARXpOdf08C3xkksqitH>{h}AMBFI#GM{g-qWrfPnYOWkXGkqj4@fiK$<7|bk} zKoq?&lHHR@{8D5$;VQq?7LS<7$oE9SY#&f74w6cq7PJs$&NBUlN^}-mBWK9A^K-`F zJi4#X{Aj=zClL@{W6DyoBe^AFpLS1c^14`!7Sqa}S-mRZ&P$7t)Svk40Owrxw64Ha zm)s|WH`N_h%%88cyN;RtV1|iZKMDI&s(Zq9nEtt+z!k3UvW#v1dg#;>WOX_eY=?tj z`#^@-nmR$`zG$}$AJadq(!<4q#d?hkavRgM$c4N8T-AQ97f$OaDS2wC95}!_DOu=`P@A-EB{Brjs1J?B@d$EEQf% zBQI(lOn=fEH?_Cg7ewg{ha|$c#SB~(-aFxCIMdSptk*svJI1op`j}D5ai^#08u;*p zPplyQ=umX)2m;!wx?Iu>^-ChC zktz&Jbk;sLpm(hQiohjDd&gm?LYsHC#D5em-0{vMf~xquakq*EWv-@V@#HaGZ-)Du z2|p&heXq)(W58G$$?m~}X4kxgHr;S$NGxqelQ?nHfpvXMH^(|zOpTK7HoTq>8!UbC zfWD5coL6Zkhm{|WI06oI_tq)p^lvTDg*5i(I#VpN)$f^AIJ`b+kC9O0SVtUfuMsbm zwq1D8+s%nQAg8EX;SJ=*KUKKg4h@I(%hStIqw5&BkKLlir9#d~L>>;G$SAm=jozdh|FCoIZ?PFO4(A~35Aq_HbZ1WW7mJ-Ho5H|fV0jD0wFeD7;(PmG=^z6oSFSOlb|5T^z zl+NWXUo}icVTDw4A3Y;aTfZ)TdPF0&qSVCIcCID31k1?|wpstR@6G1p4i34WK0K>c z^QyRSftqS)SW7&AMkL>@K{+#OssXvu2V@;M8roRZC4a0<$amICopc zi}P40w|qDhDSWN!#coP96^ohrKJjjWNOtxX7;-0I*yFYdtR-r3N29g7oG}H())E7u zZc8J10>pj%^HL3ncbvh!9c;dxvP)9VxYx_-9)x`qZo{}B7I?-xcOD2>URn!9lGk-* zVEXUn5V*MI5Pc28^Yux3O=j5$47Kp{CLJ?#cbnBtu7TSgBVP&j8;1lGc0fazzS>n+ zsKS2EL7~%3AgMr!)Kn^Ycd??=dV3dyiaz;0i zT>K2~gp2V~#{?7?s|V`Yvq7Z(fifX$NT53*U6;vVnTWMMdD`RRK# z;lDGyjP~50vbnuyF^34392~aD;6Oe%TASvZ6j!;c#bnQvVL!cHGr$b8`@wGxWiLUrX1p?L;-atdPQfa`GBMT`dp0 z-E^|Stc|s_`a4ldY{Fe$7PY3Xi=0~u%8$3++n6(ks?v}C01p}5o&LF!j@20~Z6Dnz z0I0Z-zlG^_l&u=`(mCt-jb{Tra1+l+EX#1<0MLs3N!M7-vJ))%U=0`SW@dIcv6)-u z>`)i*l!@u(-8Ru)l;QQKe)kriin$sQaIyMjOfR?S9-#~JPe_v;e;j%Huq%w>JqN%e zzkdEU@YFfWsAxQ)QsY?GV0ltKR=f&iX~rF{EC#=WYT=yxuul-1wN;Wsad7jnkvCsj z@Lsyp9rsg!Dz|Cnx! z^Q(7HY3%YAMD6{=KQ%ixDJ=nbUJ9{6 zGg{%rQ4e>0>ufl!r$xCHKzHB_bUzM~IIX7>8%h{$mDE1F>VP?Au4_Ye+EozMLE1B_ z$-sYxgE+&?1=Sm@QP#)v>vcHMPGoS{l~sw0C2SRnaYfJ8Qo>drY7ECceHtB&cIY=4 zM>`IypM>@M6?RCM+=q%wAA?uzGW2m)maUffV;!Ri*cit`qH^&aJykx7{j+(g@sP@G zrn9^0S!%2Nk=U9xlHJ9GloE#wneR;WbLEdHm|+$It2;j!s35$Ws$@^;)4e#=z36Lw z1E}JyXYh-as794Kn7#zPW8#@S?4J3=mXgy^4~?lbk9~#3*b(vSzEY0%=<+Y)5_|0g z@sxaQV$}Mg1+x7d&VnOR+#YRDb&5Qq>0nVts8sMs%2k39HK@s)+$9;9>z4(E&ma0M z#FDf%BUDhJKTdY`?qIa~xOZqO1Zqn=Rp%_GcVipN@`B!b+Irhw=p;p7Q--D(TEc@aTu_CH;+1E?vw?n#9vlt3MSQ6=yiN^@LzaE98Tc2jiFV zUn~uS26CwSmFp$2&e9Y|yQsyOI6}Gi(47R@6XR1Rtg_3|IGfB$p7f%p>(;A6@fnJ` zPB>F8jPB5<%Q~0Vwiy`Ymz>KhlGoe7iQvmMOJ$;mcDYy>Y#Hv7T)RckA z`uxX`^Fpnvm(K5BUTbk!zdgowDy6OD2MD>FUYy*k;WAq96URbM`Y-iRLGIhqjo8tx zoBl^jR9fjItwbH~kP)c;T^@!V&w%yzyHhRNR$nAM zpHB>LlrYk4Wc1J54lc9@NgwwnwCx^M^&J_ayD3yr52(a27fY-roFYk{YkiLEh*^K( zGx%WmJI?q^Gh}Ze%t^M@Hh||z`AP&@-)c3$Vq3|wod(_2epM}gjjwGl`=yVE)%aQ) z-VD^*KuK;o(W*83#gt^q{2Sgl%<2~NxU!*R-mrJcPZMlTx1LI^U~_-hn?adX?Kmes zP<-8S>`S;NJ+=ggB&2^X{VgYX-$Nx@<~D;UaAZ^58<3+AF={>?x3Ri${qMp+&uKDOl?Kr z6T7EuFtLJhtaGB|!-f?y3!~ak?Fz->4s5;9rj4wxcQuJU9mza1$v$tsKZ?E< ze9f~;hdV(r{kRFL9d1kaZSn8NV=Hoj^Rk{7ZE-ROuS9%8ntj;CyI%Q&x97Jc%zA1w z?W|!zYqeip&2b!Zy@otn#`(!1E2buIIo+WpVpQ3{$eE{~Et%LFNN`uSQBw3}?vs@C zV_jM@X%kRn4<32GP$@q4j4~pKW$)u%hAq<~=`-)*w@MUNj@c#`T%5~cHfNm}zZ@FN5Rdn0Ae`G!zRl&w9(rp6HBRs$% z`}mIYhh?r2ENCWetYdCp{@L6DaUOP-?g_f4Zq(SaemZB+5y7%4gx#sG=RN#;w2*u5 zn*n9L*W7`~-iyceJjWHwT zVDA!3)ATl8Bq^B(k7^7ZhNwXvs&I(aHj6oHdlO z4EG5Gdfp?y(HCWP^@g$2=?qJ#nz~_3+*ww!o|8y@E|$~WfajTx zTaB-vt!TZV2sgV#130_dHo15Qn@t1peA_&7E5E^M9>lq@>Y+aA@wKfLa>8#-ANH!8 zODWm0q*v7j*EQh~P=_7D+MLxgXB%09ez8_=8btxNN0`j zE%Lu5@>vxbmx^6FN5kB9*j9!x)m?YxVC^1F27@Vo^C04#J(uUbE+E>V-Nc;cCmJus z6}|{}0oLV00j;jz)r0nksZV169y(0s+#UAB1YFCAI9KQF$)vCA?(*@q-2WEQ;97Oa zQ}-ngo>J7G%3e`V)AsylruO?&SbYm#oZM=}94P!6I@$0n8KB#S{5iRt_fp%c7+GsE zZ$I}l7b5yoVYZWa&Tw4o4EeCSaT!nKy3*ErpZ`#t4n^W!$@3Hf*H|XX4wP&B zSEF&xTX#u{Y!PXw$5oblqYe(UlS9t4!HCr)_MSccNiwiax9CvNbm(0u4%GvLd+>kd$~Z+Y zPE|0}$aWYB*sw^>?T2>9KOEWL`!08GClea7S$>i7NJiUNDp64WQF~9x0{GH=C9F?) zLgUvW=HkVr6D=l>dV=Q0Eu>oqC!Kn3>mPZv)|17F`0J#qz_;Gp6B2%;s9Gi~Qx@EU z4+-j52-vRiM(bAMzOZ`V8>vhVTYZs5lhM)B`IWnJH_;8d^c32%;C3h~_8hHtPt3FKAhzLx69o0$7son(4cgXZ%11kv23|}r5N_Aex zxjtG=dJBpZv){PI(@IQ?dh`M1L;E)Er1rwNcgN1ERgP2bH%`)9&fPPJ(648bte;M% z=Y0Cs7UgQiS}nBw<;=q5+ia{oVtm+e;uV%Pbxlr1TWbgLC2#52 z`j|UHEB?gN8vM9n`y&VQLlOS6t$eQDhe;M((HwJvmmOm)cY^w%i7010uWg5($;b_H zWm)$xQ~Oi7CpeFQ_W%-r{a+|;Y|2~CA0mxYR5eO4x5)^b1G&z$h!9zrXuJ0Dd$)wI z>&0CwOBPGN+v+@&vl;%Yv53g{3NOdd4J;E`qwayc`waVYLmSt5KZ}|P7X%^;cMf(b}fA&VRm2iqmOULdlWOy)n z-fPR?&RjaCTJasDrm4@TUp2R~Z8^whyz$k<3^gX-D-qQXkCC)cG_7dqPTSFgCwbtg zrHWcK!E(PfySY2@C!pl#_!7}sGI5!F9(eWCr1hWNVCa$3v^rOGdD!nF zBBwoBtnRMJnjLD5%7qv1;G&fmYy=%h6+d@6->!%@L0qpmRob4tpm0IYCgDu3cFTkr zy3E#Wg8bO{mBS~iVN7gZdf|ulOXID@aH8Nwe(rtMY$=0fc^sTjp4%u8Z5!HkcNbn{ zKC*R~_|nx~(vvxuWyNqx$d0xsjxUaj5k>3U_xeRLuGZ^MBqX)A6snRGs!ymt`xD-q zoBN>uM%kmp6T*1(1S6n_vFT?eV=>nVV;}bli${->If5lwg7A9c?eMFPvP*W;a#Hj z-hnJHU0n;z=CM|l>#hf~?RbK^GbAX}rRe2Qk3H+5?I0JB+d%bS4SmVpM<}gMT2y}RO0$yw!-(VSd zuv~o+9Sm0ojtdVD5N`t~DB%`H05M{W0B`5HEehG| z`9CW!yBZB-&c1daM*rjm!9-`G+k~qI<@(NV;~NWyM)+&tU4Olff!_?@``3~^cA9}H z$s2*E{QW=7Hh!5FjZ>k#0iEv5Pn_vhO|X)jAq7~Jq}RWG-+9v~04>hLBhp*MV7{VC z62sjEvqfWu|~0Ah)%Bux?Yzp23m+B z9?$Z{5et@18xOYE*tYR*7yh-4q2=)SLX8KI(Lp0tSYUJ){hS^^?^I@DSGQA?PAnzz zX;W%eF2{p?5STtSkKx-7ZO%t2kiqhb4y3>xfDs!CgC<;Ce}c{U^*XeBV({sOGw$GD z5C8R$f#)6ge6WGX`g0jfaB#jtKZlyRoiVn4-~?DYeFaBJ#KMNfYGOuF>z2z3QyI*a z`M-Z?AJota?WcnqXCDVy^0ol9^9&XLvU2rUHR2p(<;GjFxOqzN#ynqblsWz~sm~#T z*aX$wM19){u=3E275sIgfxV=w*RSfLa9T9k|5e9HadkJ3V|qYhH( zfYw1#DxGzZYJ8O<%Cb%L^+-}i2Z>F7l0(H)S)!vur^)b8&1h&79kmWx&Gxs8@V>xUlF!tpH7 zRsFxgW(pVj9i<^7i?m=Y&3aRc-$Ahzh`NL?$oWMK0Q_k>o;h^mrUeoWIV0j4WI2{k z7M-82iyZ6_!Vm31*H4dgA$v@5%n6~;EZC}Ph>z049teiF1iAqRsAwiV+Swm251C*dKw^5kGK`AITOrsox!j4@T%hf|;YXGD| zrOg&NLn9*-H3xmx{edi=y@T>u7HMlOqfE+#3}QkT8BvOD9f}2_v|S_lCILcXj~hdA z1I$u%9Bl9w*|6iBLMYh$O$T%$!I3@yB-GuS@hr#pr!pM>lO)X_6DxLHL;34V?>#~l zNg!U?SqQtZ&_h&Y@P4v#2fT#@Gx;q7la){D7)m!#y2A90owot)!kgqUFz_}CYQ}4R zH`OU)?Hnmj)0q|y#z6LpoN?nOlVv>)mMD7elSy~VP`~`H`Jv&%BI9pB>aNQ)ul7Yx zP_mNwvKeCdf0M!SyY~>Pi;ShDU@;DAoF5UH1KR1CvH|*>Dj^t|f1MuQS9xQ`*eivH z-I0$?+si*YT?+TT(-37UC6Oq_|CWvu(q!w3H1Wa zilIMp_(T1aRdh+c`6rRVb4z0^`ipYb&Iv(=W2Xwrs*XuD)9Xne^a3$0QS5doqR%At zbak6sz~b{6;zSaAzIqjQ>EQpHkdc-Y(YB$RFxJX=VO6IcuYL(=fn16%yk1dBFX7Pb6oHYJK?1|;x|YOewU3q zA7=PaYR1xX)+u1YK8_>BC)KUIcV`~g66>K8U`YONkU8{_vajEq=Z;)tRSw-r-KI_T zUvRJCI}~M>hj!GwgUB#5b}iDKta;H=we{rSM_ z4?!|BIfp))mtw7oz#_Gr7mY_w)XXO|NwMTURK`y+#xdSP;S)KGxxy--Gbetx{Ke!Y zzSqVkIp8@nKHDe$p`4~O_?yqqklUvVZrJx&rxsduH15~6qZw{hl*Jo>GsP9#5 z03uy*d~)Pepa&&;9p;Wr7r*rw!ev>$KYjGbInA6_W$Jq=g*GG4PG;kN;aRl;k$y5p zD);s`mA1Y9v`WQA$~XuTfkY~FC=!}BVRq5}&Ra7Vp+EOy!v|1e-3FA59AEm|rdf_? zJ2`}}o2u**dBVrHEutNSYPf_BBB(aWgq{n%M*~##YW%pX>ZnGw2woKp<6@VW*=miZ87iZAFD!^b z!?677N!3BFlk^M_;G%1Lk-KYWsxzHOc2KKrN``kA*4=He*VNF(5qQ)Wshhruk z=JbO(e+|2-pAb0rv=vd!Rhhcyrb1xP&}nN607S(?+p&E|V(johP>b)yh7J_ei5{se zrI_pk4WidKQu=}g;wP^vKqV#Kmj+Eu5{3Rtceru^pH8P@yxfk&ZSS-`GkViQnO&V( zS_ZpEc41!wK}simVqp5?hqfKoct<0ky%F~8p_InjZee?q9QBEM*x}Xm@1~v&MzBK* zs|%aSM{$Mem5=@WHw*m(;1?l53B;}IS%hoBCQkTp8jpOE4Pm&3=B-a$hQ`pV%;p#h zLLt*^$eXaH2O0Nz;TLa(=78rIYC6i)#fCL=4iwpp9U0Hcq*D`r4`Cv%%U(YvwC7>V zY#qXL%MHkZzvjP`z;r0=tW7BHGu!UtLxJ{#!BJ4~mcI+f(?-~i`0xOMf=TQV7(o!&&-5M#?=!wPjNOEeE(w@MHwm$F#RkvV4d|y$yD9uj{R{Qd*0?52~12S)= z4KFD5;@&uw_zq1sLEhS{bYfR9=OPtq9M2Y=1I2lLPNzeHes{qCwj!vNut@p~Zj1JU**(1iFR z2=T0}IK`P;-YPDtRZli2u26tQTFJmH->iFCblBFG*Fkf)(}o0Oxb;EvTcWgsi>|nU(mM=CVGFs{iK3?=PH-H;Ve`(`$nPdS zu)$0~*w*-eM^pGxvUN5B*X#MO;yjm*T0xwmIYB9KY3-1 z=B1eY!@Xya<6CRNB%i$y-^O1+47WC8rJsW0)EU!m=KmNTL0Fm)4jZTa<#c<;8(Sn z-HR{t**=Me0arjDVF&)PRARVlw|??6IS1($v`kX;*^G#F!pG0ndr@dD7zOTP+@{l> ze_mWZHxP>{GSb5EjIc|7V=5`L8+qiN27_@N9{C7WLWy<3t>>iEml)u>Oez)qK2PBB z49)1tY7-rmvJK2D9_kizhwhE9B&&zdf~7=DnN63ZRs^qlb$XPS^6^rpzRaV6_F_(T{inn6Z-<7k@)1!X zk%uqxao9;3V?nw8sX&((N+$?5XH`CNk^Rj#ieCha)~6HJ**pxQd=|yt)y?kJb%>;x znixI(QYTpP>8e16e^s#J%T+ucAAa^{`) zzGYHHq?;9XNT=Y6K}%PVk99)Cx4q6-xNf`H&d>E#dq?xd&F}U|?-%^lbyYxa$~+G6AnSrUYchlQB2q< zzP#gP6*o-6Yscq_-WKz@Z_LT(jLyesb2F-{Q&JT35<@OY;#G`Q-6cH zFn3h;p=aVg4&vSYYnJtwH>)tTQL4g^$mZG<8JQr#etZszbdJA^W)9l1FA)7`KH9$6 zgN1FCgOa$f#y^6PGWax}WA(SGlMr`=YHeZZs{XA{4|8oSE5R)4q$uvv>X3M71gvAj zR}!Po(z%*E&IP9$!+2jY+x@&GIKKI4MxiovWeQ&pdJ%r#G3qh*rJ?b+wG3+=1(~}> zg8d#};`FocXv5JBlK0%xp=%Fx(8?+>`3+91s!%VxsejP$G+ge3%UQ`;DR~)TDHH}(hys>- zi7)?g9Oi-V4B2)zH*R;ZEy-J@kyC0TNb0i|$P88qlJ}`p*q;+ukyPc#zxScyh;%IW)MHjL+ z*OV9v!eBA;>zcO`V>Ong;0!d2$voM>cz45?$y+(kg16^-l;7Af79~fGb{FTFZ56M7 zy;|~~&8yug6rT_s7Q`uqPlDRPSkjB?DEJVgK~y3J6SqCMV_nxuX}Xgf!Ef){CKznC zayAuOE_D$LjkIbV3!7^-IJ$Nv0Tjw6ig+G-a9Toq_?`0#t=&|GPfMr@<4dUXW+z4P z$XoKNjBfME5vxt0iTaCgEY@VRp-wiHc{ZOnD^juYx8pT}y?c~}YwcXc@ADkO+rd=7 zcmsdB%X^f%Go@(&+;W-%{Iy;gRy;GWKK#r%U_|Lc*dClYqR9;{MrL0Be?)i^*+V^^ Vu_bn`8L)bh+3etkFWD4&{NEPzF3SJ_ literal 0 HcmV?d00001 diff --git a/mkdocs.yml b/mkdocs.yml index 4572c93ce..c04d0c299 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -15,6 +15,7 @@ nav: - job_scheduling.md - provider_register.md - system_conf.md + - bfia_access.md - API: swagger/index.md theme: