From 2c45de26e6f8975626975ee16fd1eb526007ac33 Mon Sep 17 00:00:00 2001 From: Co Tran Date: Thu, 10 Oct 2024 14:56:23 -0700 Subject: [PATCH 01/10] fix for linux (#175) * fix for linux * fix pre commit * fix * fix extra white space * fix commit --- arch/docker-compose.yaml | 2 ++ arch/tools/cli/main.py | 1 + demos/function_calling/docker-compose.yaml | 2 ++ demos/insurance_agent/docker-compose.yaml | 2 ++ demos/network_agent/docker-compose.yaml | 2 ++ 5 files changed, 9 insertions(+) diff --git a/arch/docker-compose.yaml b/arch/docker-compose.yaml index 02752736..0a2e5a99 100644 --- a/arch/docker-compose.yaml +++ b/arch/docker-compose.yaml @@ -12,3 +12,5 @@ services: - ~/archgw_logs:/var/log/ env_file: - stage.env + extra_hosts: + - "host.docker.internal:host-gateway" diff --git a/arch/tools/cli/main.py b/arch/tools/cli/main.py index 95c056e6..8c295042 100644 --- a/arch/tools/cli/main.py +++ b/arch/tools/cli/main.py @@ -62,6 +62,7 @@ def build(services): "-t", "archgw:latest", ".", + "--add-host=host.docker.internal:host-gateway", ], check=True, ) diff --git a/demos/function_calling/docker-compose.yaml b/demos/function_calling/docker-compose.yaml index 46e1b421..6c6f0429 100644 --- a/demos/function_calling/docker-compose.yaml +++ b/demos/function_calling/docker-compose.yaml @@ -18,6 +18,8 @@ services: - "18080:8080" environment: - CHAT_COMPLETION_ENDPOINT=http://host.docker.internal:10000/v1 #this is only because we are running the sample app in the same docker container environemtn as archgw + extra_hosts: + - "host.docker.internal:host-gateway" opentelemetry: build: diff --git a/demos/insurance_agent/docker-compose.yaml b/demos/insurance_agent/docker-compose.yaml index 5a44b9a2..372446ea 100644 --- a/demos/insurance_agent/docker-compose.yaml +++ b/demos/insurance_agent/docker-compose.yaml @@ -18,3 +18,5 @@ services: - "18080:8080" environment: - CHAT_COMPLETION_ENDPOINT=http://host.docker.internal:10000/v1 + extra_hosts: + - "host.docker.internal:host-gateway" diff --git a/demos/network_agent/docker-compose.yaml b/demos/network_agent/docker-compose.yaml index 25e19420..7ea41173 100644 --- a/demos/network_agent/docker-compose.yaml +++ b/demos/network_agent/docker-compose.yaml @@ -19,3 +19,5 @@ services: environment: - OPENAI_API_KEY=${OPENAI_API_KEY:?error} - CHAT_COMPLETION_ENDPOINT=http://host.docker.internal:10000/v1 + extra_hosts: + - "host.docker.internal:host-gateway" From ceca0dba2819fdeb6fab4c2433d20924d942b640 Mon Sep 17 00:00:00 2001 From: Aayush <82300923+aayushwhiz@users.noreply.github.com> Date: Thu, 10 Oct 2024 14:57:20 -0700 Subject: [PATCH 02/10] fix prometheus target and update dashboard. (#165) * fix prometheus target and update dashboard. * Update envoy_overview.json with whitespace at the end --- .../grafana/dashboards/envoy_overview.json | 210 ++++++++++++------ .../prometheus/prometheus.yaml | 2 +- 2 files changed, 146 insertions(+), 66 deletions(-) diff --git a/demos/function_calling/grafana/dashboards/envoy_overview.json b/demos/function_calling/grafana/dashboards/envoy_overview.json index 51bff777..eca35419 100644 --- a/demos/function_calling/grafana/dashboards/envoy_overview.json +++ b/demos/function_calling/grafana/dashboards/envoy_overview.json @@ -22,6 +22,7 @@ "panels": [ { "datasource": { + "default": true, "type": "prometheus", "uid": "PBFA97CFB590B2093" }, @@ -37,6 +38,7 @@ "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, + "barWidthFactor": 0.6, "drawStyle": "line", "fillOpacity": 0, "gradientMode": "none", @@ -77,7 +79,32 @@ ] } }, - "overrides": [] + "overrides": [ + { + "__systemRef": "hideSeriesFrom", + "matcher": { + "id": "byNames", + "options": { + "mode": "exclude", + "names": [ + "api_server" + ], + "prefix": "All except:", + "readOnly": true + } + }, + "properties": [ + { + "id": "custom.hideFrom", + "value": { + "legend": false, + "tooltip": false, + "viz": true + } + } + ] + } + ] }, "gridPos": { "h": 8, @@ -85,7 +112,7 @@ "x": 0, "y": 0 }, - "id": 2, + "id": 3, "options": { "legend": { "calcs": [], @@ -106,22 +133,39 @@ }, "disableTextWrap": false, "editorMode": "code", - "expr": "avg(rate(envoy_cluster_internal_upstream_rq_time_sum[1m]) / rate(envoy_cluster_internal_upstream_rq_time_count[1m])) by (envoy_cluster_name)", + "expr": "avg(rate(envoy_cluster_internal_upstream_rq_completed{envoy_cluster_name=~\"api_server|openai\"}[1m])) by (envoy_cluster_name)", "fullMetaSearch": false, - "hide": false, "includeNullMetadata": true, "instant": false, "legendFormat": "__auto", "range": true, "refId": "A", "useBackend": false + }, + { + "datasource": { + "type": "prometheus", + "uid": "PBFA97CFB590B2093" + }, + "disableTextWrap": false, + "editorMode": "code", + "expr": "avg(rate(envoy_cluster_external_upstream_rq_completed{envoy_cluster_name=~\"api_server|openai\"}[1m])) by (envoy_cluster_name)", + "fullMetaSearch": false, + "hide": false, + "includeNullMetadata": true, + "instant": false, + "legendFormat": "__auto", + "range": true, + "refId": "B", + "useBackend": false } ], - "title": "request latency - internal (ms)", + "title": "Upstream request rate", "type": "timeseries" }, { "datasource": { + "default": true, "type": "prometheus", "uid": "PBFA97CFB590B2093" }, @@ -137,6 +181,7 @@ "axisLabel": "", "axisPlacement": "auto", "barAlignment": 0, + "barWidthFactor": 0.6, "drawStyle": "line", "fillOpacity": 0, "gradientMode": "none", @@ -206,7 +251,7 @@ }, "disableTextWrap": false, "editorMode": "code", - "expr": "avg(rate(envoy_cluster_external_upstream_rq_time_sum[1m]) / rate(envoy_cluster_external_upstream_rq_time_count[1m])) by (envoy_cluster_name)", + "expr": "avg(rate (envoy_cluster_external_upstream_rq_time_sum{envoy_cluster_name=~\"api_server|openai\"}[1m])/ rate(envoy_cluster_external_upstream_rq_time_count{envoy_cluster_name=~\"api_server|openai\"}[1m])) by (envoy_cluster_name)", "fullMetaSearch": false, "hide": false, "includeNullMetadata": true, @@ -222,45 +267,14 @@ }, { "datasource": { + "default": true, "type": "prometheus", "uid": "PBFA97CFB590B2093" }, "fieldConfig": { "defaults": { "color": { - "mode": "palette-classic" - }, - "custom": { - "axisBorderShow": false, - "axisCenteredZero": false, - "axisColorMode": "text", - "axisLabel": "", - "axisPlacement": "auto", - "barAlignment": 0, - "drawStyle": "line", - "fillOpacity": 0, - "gradientMode": "none", - "hideFrom": { - "legend": false, - "tooltip": false, - "viz": false - }, - "insertNulls": false, - "lineInterpolation": "linear", - "lineWidth": 1, - "pointSize": 5, - "scaleDistribution": { - "type": "linear" - }, - "showPoints": "auto", - "spanNulls": false, - "stacking": { - "group": "A", - "mode": "none" - }, - "thresholdsStyle": { - "mode": "off" - } + "mode": "thresholds" }, "mappings": [], "thresholds": { @@ -285,19 +299,25 @@ "x": 0, "y": 8 }, - "id": 3, + "id": 4, "options": { - "legend": { - "calcs": [], - "displayMode": "list", - "placement": "bottom", - "showLegend": true + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "percentChangeColorMode": "standard", + "reduceOptions": { + "calcs": [ + "lastNotNull" + ], + "fields": "", + "values": false }, - "tooltip": { - "mode": "single", - "sort": "none" - } + "showPercentChange": false, + "textMode": "auto", + "wideLayout": true }, + "pluginVersion": "11.2.0", "targets": [ { "datasource": { @@ -305,38 +325,98 @@ "uid": "PBFA97CFB590B2093" }, "disableTextWrap": false, - "editorMode": "code", - "expr": "avg(rate(envoy_cluster_internal_upstream_rq_completed[1m])) by (envoy_cluster_name)", + "editorMode": "builder", + "exemplar": false, + "expr": "envoy_cluster_upstream_rq_completed{envoy_cluster_name=~\"openai|api_server\"}", "fullMetaSearch": false, "includeNullMetadata": true, - "instant": false, - "legendFormat": "__auto", - "range": true, + "instant": true, + "legendFormat": "{{envoy_cluster_name}}", + "range": false, "refId": "A", "useBackend": false + } + ], + "title": "# of Completd Requests", + "type": "stat" + }, + { + "datasource": { + "default": true, + "type": "prometheus", + "uid": "PBFA97CFB590B2093" + }, + "fieldConfig": { + "defaults": { + "color": { + "mode": "thresholds" + }, + "mappings": [], + "thresholds": { + "mode": "absolute", + "steps": [ + { + "color": "green", + "value": null + }, + { + "color": "red", + "value": 80 + } + ] + } }, + "overrides": [] + }, + "gridPos": { + "h": 8, + "w": 12, + "x": 12, + "y": 8 + }, + "id": 5, + "options": { + "colorMode": "value", + "graphMode": "area", + "justifyMode": "auto", + "orientation": "auto", + "percentChangeColorMode": "standard", + "reduceOptions": { + "calcs": [ + "lastNotNull" + ], + "fields": "", + "values": false + }, + "showPercentChange": false, + "textMode": "auto", + "wideLayout": true + }, + "pluginVersion": "11.2.0", + "targets": [ { "datasource": { "type": "prometheus", "uid": "PBFA97CFB590B2093" }, "disableTextWrap": false, - "editorMode": "code", - "expr": "avg(rate(envoy_cluster_external_upstream_rq_completed[1m])) by (envoy_cluster_name)", + "editorMode": "builder", + "exemplar": false, + "expr": "envoy_cluster_upstream_rq_cancelled{envoy_cluster_name=~\"api_server|openai\"} + envoy_cluster_upstream_rq_pending_failure_eject{envoy_cluster_name=~\"api_server|openai\"} + envoy_cluster_upstream_rq_pending_overflow{envoy_cluster_name=~\"api_server|openai\"}", "fullMetaSearch": false, - "hide": false, "includeNullMetadata": true, - "instant": false, - "legendFormat": "__auto", - "range": true, - "refId": "B", + "instant": true, + "legendFormat": "{{envoy_cluster_name}}", + "range": false, + "refId": "A", "useBackend": false } ], - "title": "Upstream request count", - "type": "timeseries" + "title": "# of Failed or Cancelled Requests", + "type": "stat" } ], + "refresh": "", "schemaVersion": 39, "tags": [], "templating": { @@ -348,8 +428,8 @@ }, "timepicker": {}, "timezone": "browser", - "title": "Intelligent Gateway Overview", + "title": "Arch Gateway Dashboard", "uid": "adt6uhx5lk8aob", - "version": 3, + "version": 1, "weekStart": "" } diff --git a/demos/function_calling/prometheus/prometheus.yaml b/demos/function_calling/prometheus/prometheus.yaml index 95fcfd41..b947f31b 100644 --- a/demos/function_calling/prometheus/prometheus.yaml +++ b/demos/function_calling/prometheus/prometheus.yaml @@ -18,6 +18,6 @@ scrape_configs: scheme: http static_configs: - targets: - - arch:9901 + - host.docker.internal:19901 params: format: ['prometheus'] From 7d5f7608841eed28d7627d5cb4d68dd67fc9af86 Mon Sep 17 00:00:00 2001 From: Adil Hafeez Date: Thu, 10 Oct 2024 17:44:41 -0700 Subject: [PATCH 03/10] Improve cli (#179) --- .github/workflows/checks.yml | 5 +- README.md | 2 +- arch/tools/README.md | 13 +- arch/tools/cli/consts.py | 1 + arch/tools/cli/core.py | 67 ++- arch/tools/cli/main.py | 120 +++- arch/tools/cli/utils.py | 29 +- arch/tools/poetry.lock | 561 +++++++++--------- arch/tools/pyproject.toml | 5 +- demos/function_calling/arch_config.yaml | 4 +- demos/network_agent/arch_config.yaml | 2 +- .../agent/function-calling-agent.yaml | 2 +- model_server/app/__init__.py | 107 ---- model_server/app/cli.py | 119 ++++ model_server/app/commons/constants.py | 2 +- model_server/app/loader.py | 9 +- model_server/app/main.py | 4 +- model_server/pyproject.toml | 4 +- 18 files changed, 611 insertions(+), 445 deletions(-) create mode 100644 arch/tools/cli/consts.py create mode 100644 model_server/app/cli.py diff --git a/.github/workflows/checks.yml b/.github/workflows/checks.yml index acb08a78..666981bd 100644 --- a/.github/workflows/checks.yml +++ b/.github/workflows/checks.yml @@ -1,6 +1,9 @@ name: Checks -on: pull_request +on: + pull_request: + push: + branches: [main] jobs: test: diff --git a/README.md b/README.md index ab9817f1..25685f18 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ llm_providers: - name: OpenAI provider: openai access_key: OPENAI_API_KEY - model: gpt-4o + model: gpt-3.5-turbo default: true stream: true diff --git a/arch/tools/README.md b/arch/tools/README.md index 8a74dc37..321a9efa 100644 --- a/arch/tools/README.md +++ b/arch/tools/README.md @@ -56,9 +56,18 @@ sh build_cli.sh archgw build ``` -## Step 5: start model server in the background +### Step 5: download models +This will help download models so model_server can load faster. This should be done once. + +```bash +archgw download-models ``` -archgw up --services model_server + +### Logs +`archgw` command can also view logs from gateway and model_server. Use following command to view logs, + +```bash +archgw logs --follow ``` ## Uninstall Instructions: archgw CLI diff --git a/arch/tools/cli/consts.py b/arch/tools/cli/consts.py new file mode 100644 index 00000000..1b602134 --- /dev/null +++ b/arch/tools/cli/consts.py @@ -0,0 +1 @@ +KATANEMO_DOCKERHUB_REPO = "katanemo/archgw" diff --git a/arch/tools/cli/core.py b/arch/tools/cli/core.py index 9e9e9ab0..a1af4d6f 100644 --- a/arch/tools/cli/core.py +++ b/arch/tools/cli/core.py @@ -4,6 +4,37 @@ import time import pkg_resources import select from cli.utils import run_docker_compose_ps, print_service_status, check_services_state +from cli.utils import getLogger +import sys + +log = getLogger(__name__) + + +def stream_gateway_logs(follow): + """ + Stream logs from the arch gateway service. + """ + compose_file = pkg_resources.resource_filename( + __name__, "../config/docker-compose.yaml" + ) + + log.info("Logs from arch gateway service.") + + options = ["docker", "compose", "-p", "arch", "logs"] + if follow: + options.append("-f") + try: + # Run `docker-compose logs` to stream logs from the gateway service + subprocess.run( + options, + cwd=os.path.dirname(compose_file), + check=True, + stdout=sys.stdout, + stderr=sys.stderr, + ) + + except subprocess.CalledProcessError as e: + log.info(f"Failed to stream logs: {str(e)}") def start_arch(arch_config_file, env, log_timeout=120): @@ -14,7 +45,7 @@ def start_arch(arch_config_file, env, log_timeout=120): path (str): The path where the prompt_confi.yml file is located. log_timeout (int): Time in seconds to show logs before checking for healthy state. """ - + log.info("Starting arch gateway") compose_file = pkg_resources.resource_filename( __name__, "../config/docker-compose.yaml" ) @@ -35,9 +66,10 @@ def start_arch(arch_config_file, env, log_timeout=120): ), # Ensure the Docker command runs in the correct path env=env, # Pass the modified environment check=True, # Raise an exception if the command fails + stderr=subprocess.PIPE, + stdout=subprocess.PIPE, ) - print(f"Arch docker-compose started in detached.") - print("Monitoring `docker-compose ps` logs...") + log.info(f"Arch docker-compose started in detached.") start_time = time.time() services_status = {} @@ -51,14 +83,14 @@ def start_arch(arch_config_file, env, log_timeout=120): # Check if timeout is reached if elapsed_time > log_timeout: - print(f"Stopping log monitoring after {log_timeout} seconds.") + log.info(f"Stopping log monitoring after {log_timeout} seconds.") break current_services_status = run_docker_compose_ps( compose_file=compose_file, env=env ) if not current_services_status: - print( + log.info( "Status for the services could not be detected. Something went wrong. Please run docker logs" ) break @@ -74,11 +106,11 @@ def start_arch(arch_config_file, env, log_timeout=120): running_states = ["running", "up"] if check_services_state(current_services_status, running_states): - print("Arch is up and running!") + log.info("Arch gateway is up and running!") break if check_services_state(current_services_status, unhealthy_states): - print( + log.info( "One or more Arch services are unhealthy. Please run `docker logs` for more information" ) print_service_status( @@ -92,7 +124,7 @@ def start_arch(arch_config_file, env, log_timeout=120): services_status[service_name]["State"] != current_services_status[service_name]["State"] ): - print( + log.info( "One or more Arch services have changed state. Printing current state" ) print_service_status(current_services_status) @@ -101,7 +133,7 @@ def start_arch(arch_config_file, env, log_timeout=120): services_status = current_services_status except subprocess.CalledProcessError as e: - print(f"Failed to start Arch: {str(e)}") + log.info(f"Failed to start Arch: {str(e)}") def stop_arch(): @@ -115,17 +147,21 @@ def stop_arch(): __name__, "../config/docker-compose.yaml" ) + log.info("Shutting down arch gateway service.") + try: # Run `docker-compose down` to shut down all services subprocess.run( ["docker", "compose", "-p", "arch", "down"], cwd=os.path.dirname(compose_file), check=True, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, ) - print("Successfully shut down all services.") + log.info("Successfully shut down arch gateway service.") except subprocess.CalledProcessError as e: - print(f"Failed to shut down services: {str(e)}") + log.info(f"Failed to shut down services: {str(e)}") def start_arch_modelserver(): @@ -134,12 +170,13 @@ def start_arch_modelserver(): """ try: + log.info("archgw_modelserver restart") subprocess.run( ["archgw_modelserver", "restart"], check=True, start_new_session=True ) - print("Successfull run the archgw model_server") + log.info("Successfull ran model_server") except subprocess.CalledProcessError as e: - print(f"Failed to start model_server. Please check archgw_modelserver logs") + log.info(f"Failed to start model_server. Please check archgw_modelserver logs") sys.exit(1) @@ -153,7 +190,7 @@ def stop_arch_modelserver(): ["archgw_modelserver", "stop"], check=True, ) - print("Successfull stopped the archgw model_server") + log.info("Successfull stopped the archgw model_server") except subprocess.CalledProcessError as e: - print(f"Failed to start model_server. Please check archgw_modelserver logs") + log.info(f"Failed to start model_server. Please check archgw_modelserver logs") sys.exit(1) diff --git a/arch/tools/cli/main.py b/arch/tools/cli/main.py index 8c295042..e28cc3bc 100644 --- a/arch/tools/cli/main.py +++ b/arch/tools/cli/main.py @@ -10,8 +10,17 @@ from cli.core import ( stop_arch_modelserver, start_arch, stop_arch, + stream_gateway_logs, ) from cli.utils import get_llm_provider_access_keys, load_env_file_to_dict +from cli.consts import KATANEMO_DOCKERHUB_REPO +from cli.utils import getLogger +import multiprocessing +from huggingface_hub import snapshot_download +import joblib + + +log = getLogger(__name__) logo = r""" _ _ @@ -39,17 +48,17 @@ MODEL_SERVER_BUILD_FILE = "./model_server/pyproject.toml" @click.command() @click.option( - "--services", + "--service", default="all", - help="Services to build. Options are all, model_server, archgw. Default is all", + help="Optioanl parameter to specify which service to build. Options are model_server, archgw", ) -def build(services): +def build(service): """Build Arch from source. Must be in root of cloned repo.""" - if services not in ["all", "model_server", "archgw"]: - print(f"Error: Invalid service {services}. Exiting") + if service not in ["model_server", "archgw", "all"]: + print(f"Error: Invalid service {service}. Exiting") sys.exit(1) # Check if /arch/Dockerfile exists - if services == "archgw" or services == "all": + if service == "archgw" or service == "all": if os.path.exists(ARCHGW_DOCKERFILE): click.echo("Building archgw image...") try: @@ -60,7 +69,7 @@ def build(services): "-f", ARCHGW_DOCKERFILE, "-t", - "archgw:latest", + f"{KATANEMO_DOCKERHUB_REPO}:latest", ".", "--add-host=host.docker.internal:host-gateway", ], @@ -77,7 +86,7 @@ def build(services): click.echo("archgw image built successfully.") """Install the model server dependencies using Poetry.""" - if services == "model_server" or services == "all": + if service == "model_server" or service == "all": # Check if pyproject.toml exists if os.path.exists(MODEL_SERVER_BUILD_FILE): click.echo("Installing model server dependencies with Poetry...") @@ -102,17 +111,17 @@ def build(services): "--path", default=".", help="Path to the directory containing arch_config.yaml" ) @click.option( - "--services", + "--service", default="all", - help="Services to start. Options are all, model_server, archgw. Default is all", + help="Service to start. Options are model_server, archgw.", ) -def up(file, path, services): +def up(file, path, service): """Starts Arch.""" - if services not in ["all", "model_server", "archgw"]: - print(f"Error: Invalid service {services}. Exiting") + if service not in ["all", "model_server", "archgw"]: + print(f"Error: Invalid service {service}. Exiting") sys.exit(1) - if services == "model_server": + if service == "model_server": start_arch_modelserver() return @@ -142,7 +151,7 @@ def up(file, path, services): print(f"Exiting archgw up: {e}") sys.exit(1) - print("Starting Arch gateway and Arch model server services via docker ") + log.info("Starging arch model server and arch gateway") # Set the ARCH_CONFIG_FILE environment variable env_stage = {} @@ -184,7 +193,7 @@ def up(file, path, services): env.update(env_stage) env["ARCH_CONFIG_FILE"] = arch_config_file - if services == "archgw": + if service == "archgw": start_arch(arch_config_file, env) else: start_arch_modelserver() @@ -193,19 +202,19 @@ def up(file, path, services): @click.command() @click.option( - "--services", + "--service", default="all", - help="Services to down. Options are all, model_server, archgw. Default is all", + help="Service to down. Options are all, model_server, archgw. Default is all", ) -def down(services): +def down(service): """Stops Arch.""" - if services not in ["all", "model_server", "archgw"]: - print(f"Error: Invalid service {services}. Exiting") + if service not in ["all", "model_server", "archgw"]: + print(f"Error: Invalid service {service}. Exiting") sys.exit(1) - if services == "model_server": + if service == "model_server": stop_arch_modelserver() - elif services == "archgw": + elif service == "archgw": stop_arch() else: stop_arch_modelserver() @@ -234,9 +243,74 @@ def generate_prompt_targets(file): targets.generate_prompt_targets(file) +def stream_model_server_logs(follow): + log_file = "~/archgw_logs/modelserver.log" + log_file_expanded = os.path.expanduser(log_file) + stream_command = ["tail"] + if follow: + stream_command.append("-f") + stream_command.append(log_file_expanded) + subprocess.run( + stream_command, + check=True, + stdout=sys.stdout, + stderr=sys.stderr, + ) + + +@click.command() +@click.option( + "--service", + default="all", + help="Service to monitor. By default it will monitor both gateway and model_serve", +) +@click.option("--follow", help="Follow the logs", is_flag=True) +def logs(service, follow): + """Stream logs from arch services.""" + + if service not in ["all", "model_server", "archgw"]: + print(f"Error: Invalid service {service}. Exiting") + sys.exit(1) + archgw_process = None + if service == "archgw" or service == "all": + archgw_process = multiprocessing.Process( + target=stream_gateway_logs, args=(follow,) + ) + archgw_process.start() + + model_server_process = None + if service == "model_server" or service == "all": + model_server_process = multiprocessing.Process( + target=stream_model_server_logs, args=(follow,) + ) + model_server_process.start() + + if archgw_process: + archgw_process.join() + if model_server_process: + model_server_process.join() + + +model_list = [ + "katanemo/Arch-Guard-cpu", + "katanemo/Arch-Guard", + "katanemo/bge-large-en-v1.5", +] + + +@click.command() +def download_models(): + """Download required models from Hugging Face Hub in the cache directory""" + for model in model_list: + log.info(f"Downloading model: {model}") + snapshot_download(repo_id=model) + + main.add_command(up) main.add_command(down) main.add_command(build) +main.add_command(logs) +main.add_command(download_models) main.add_command(generate_prompt_targets) if __name__ == "__main__": diff --git a/arch/tools/cli/utils.py b/arch/tools/cli/utils.py index 5ed3e0fc..7803e331 100644 --- a/arch/tools/cli/utils.py +++ b/arch/tools/cli/utils.py @@ -5,6 +5,23 @@ import select import shlex import yaml import json +import logging + +logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", +) + + +def getLogger(name="cli"): + import logging + + logger = logging.getLogger(name) + logger.setLevel(logging.INFO) + return logger + + +log = getLogger(__name__) def run_docker_compose_ps(compose_file, env): @@ -15,7 +32,7 @@ def run_docker_compose_ps(compose_file, env): path (str): The path where the docker-compose.yml file is located. """ try: - # Run `docker-compose ps` to get the health status of each service + # Run `docker compose ps` to get the health status of each service ps_process = subprocess.Popen( [ "docker", @@ -38,7 +55,7 @@ def run_docker_compose_ps(compose_file, env): # Check if there is any error output if error_output: - print( + log.info( f"Error while checking service status:\n{error_output}", file=os.sys.stderr, ) @@ -48,18 +65,18 @@ def run_docker_compose_ps(compose_file, env): return services except subprocess.CalledProcessError as e: - print(f"Failed to check service status. Error:\n{e.stderr}") + log.info(f"Failed to check service status. Error:\n{e.stderr}") return e # Helper method to print service status def print_service_status(services): - print(f"{'Service Name':<25} {'State':<20} {'Ports'}") - print("=" * 72) + log.info(f"{'Service Name':<25} {'State':<20} {'Ports'}") + log.info("=" * 72) for service_name, info in services.items(): status = info["STATE"] ports = info["PORTS"] - print(f"{service_name:<25} {status:<20} {ports}") + log.info(f"{service_name:<25} {status:<20} {ports}") # check for states based on the states passed in diff --git a/arch/tools/poetry.lock b/arch/tools/poetry.lock index 9d160897..8c802c60 100644 --- a/arch/tools/poetry.lock +++ b/arch/tools/poetry.lock @@ -44,102 +44,102 @@ files = [ [[package]] name = "aiohttp" -version = "3.10.9" +version = "3.10.10" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.8" files = [ - {file = "aiohttp-3.10.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8b3fb28a9ac8f2558760d8e637dbf27aef1e8b7f1d221e8669a1074d1a266bb2"}, - {file = "aiohttp-3.10.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:91aa966858593f64c8a65cdefa3d6dc8fe3c2768b159da84c1ddbbb2c01ab4ef"}, - {file = "aiohttp-3.10.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:63649309da83277f06a15bbdc2a54fbe75efb92caa2c25bb57ca37762789c746"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3e7fabedb3fe06933f47f1538df7b3a8d78e13d7167195f51ca47ee12690373"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5c070430fda1a550a1c3a4c2d7281d3b8cfc0c6715f616e40e3332201a253067"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:51d0a4901b27272ae54e42067bc4b9a90e619a690b4dc43ea5950eb3070afc32"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fec5fac7aea6c060f317f07494961236434928e6f4374e170ef50b3001e14581"}, - {file = "aiohttp-3.10.9-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:172ad884bb61ad31ed7beed8be776eb17e7fb423f1c1be836d5cb357a096bf12"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d646fdd74c25bbdd4a055414f0fe32896c400f38ffbdfc78c68e62812a9e0257"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e86260b76786c28acf0b5fe31c8dca4c2add95098c709b11e8c35b424ebd4f5b"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:c7d7cafc11d70fdd8801abfc2ff276744ae4cb39d8060b6b542c7e44e5f2cfc2"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:fc262c3df78c8ff6020c782d9ce02e4bcffe4900ad71c0ecdad59943cba54442"}, - {file = "aiohttp-3.10.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:482c85cf3d429844396d939b22bc2a03849cb9ad33344689ad1c85697bcba33a"}, - {file = "aiohttp-3.10.9-cp310-cp310-win32.whl", hash = "sha256:aeebd3061f6f1747c011e1d0b0b5f04f9f54ad1a2ca183e687e7277bef2e0da2"}, - {file = "aiohttp-3.10.9-cp310-cp310-win_amd64.whl", hash = "sha256:fa430b871220dc62572cef9c69b41e0d70fcb9d486a4a207a5de4c1f25d82593"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:16e6a51d8bc96b77f04a6764b4ad03eeef43baa32014fce71e882bd71302c7e4"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8bd9125dd0cc8ebd84bff2be64b10fdba7dc6fd7be431b5eaf67723557de3a31"}, - {file = "aiohttp-3.10.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:dcf354661f54e6a49193d0b5653a1b011ba856e0b7a76bda2c33e4c6892f34ea"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:42775de0ca04f90c10c5c46291535ec08e9bcc4756f1b48f02a0657febe89b10"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:87d1e4185c5d7187684d41ebb50c9aeaaaa06ca1875f4c57593071b0409d2444"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2695c61cf53a5d4345a43d689f37fc0f6d3a2dc520660aec27ec0f06288d1f9"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a3f063b41cc06e8d0b3fcbbfc9c05b7420f41287e0cd4f75ce0a1f3d80729e6"}, - {file = "aiohttp-3.10.9-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2d37f4718002863b82c6f391c8efd4d3a817da37030a29e2682a94d2716209de"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:2746d8994ebca1bdc55a1e998feff4e94222da709623bb18f6e5cfec8ec01baf"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:6f3c6648aa123bcd73d6f26607d59967b607b0da8ffcc27d418a4b59f4c98c7c"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:558b3d223fd631ad134d89adea876e7fdb4c93c849ef195049c063ada82b7d08"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:4e6cb75f8ddd9c2132d00bc03c9716add57f4beff1263463724f6398b813e7eb"}, - {file = "aiohttp-3.10.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:608cecd8d58d285bfd52dbca5b6251ca8d6ea567022c8a0eaae03c2589cd9af9"}, - {file = "aiohttp-3.10.9-cp311-cp311-win32.whl", hash = "sha256:36d4fba838be5f083f5490ddd281813b44d69685db910907636bc5dca6322316"}, - {file = "aiohttp-3.10.9-cp311-cp311-win_amd64.whl", hash = "sha256:8be1a65487bdfc285bd5e9baf3208c2132ca92a9b4020e9f27df1b16fab998a9"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:4fd16b30567c5b8e167923be6e027eeae0f20cf2b8a26b98a25115f28ad48ee0"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:40ff5b7660f903dc587ed36ef08a88d46840182d9d4b5694e7607877ced698a1"}, - {file = "aiohttp-3.10.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4edc3fd701e2b9a0d605a7b23d3de4ad23137d23fc0dbab726aa71d92f11aaaf"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e525b69ee8a92c146ae5b4da9ecd15e518df4d40003b01b454ad694a27f498b5"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5002a02c17fcfd796d20bac719981d2fca9c006aac0797eb8f430a58e9d12431"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fd4ceeae2fb8cabdd1b71c82bfdd39662473d3433ec95b962200e9e752fb70d0"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d6e395c3d1f773cf0651cd3559e25182eb0c03a2777b53b4575d8adc1149c6e9"}, - {file = "aiohttp-3.10.9-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bbdb8def5268f3f9cd753a265756f49228a20ed14a480d151df727808b4531dd"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f82ace0ec57c94aaf5b0e118d4366cff5889097412c75aa14b4fd5fc0c44ee3e"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:6ebdc3b3714afe1b134b3bbeb5f745eed3ecbcff92ab25d80e4ef299e83a5465"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:f9ca09414003c0e96a735daa1f071f7d7ed06962ef4fa29ceb6c80d06696d900"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:1298b854fd31d0567cbb916091be9d3278168064fca88e70b8468875ef9ff7e7"}, - {file = "aiohttp-3.10.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:60ad5b8a7452c0f5645c73d4dad7490afd6119d453d302cd5b72b678a85d6044"}, - {file = "aiohttp-3.10.9-cp312-cp312-win32.whl", hash = "sha256:1a0ee6c0d590c917f1b9629371fce5f3d3f22c317aa96fbdcce3260754d7ea21"}, - {file = "aiohttp-3.10.9-cp312-cp312-win_amd64.whl", hash = "sha256:c46131c6112b534b178d4e002abe450a0a29840b61413ac25243f1291613806a"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:2bd9f3eac515c16c4360a6a00c38119333901b8590fe93c3257a9b536026594d"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8cc0d13b4e3b1362d424ce3f4e8c79e1f7247a00d792823ffd640878abf28e56"}, - {file = "aiohttp-3.10.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ba1a599255ad6a41022e261e31bc2f6f9355a419575b391f9655c4d9e5df5ff5"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:776e9f3c9b377fcf097c4a04b241b15691e6662d850168642ff976780609303c"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8debb45545ad95b58cc16c3c1cc19ad82cffcb106db12b437885dbee265f0ab5"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c2555e4949c8d8782f18ef20e9d39730d2656e218a6f1a21a4c4c0b56546a02e"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c54dc329cd44f7f7883a9f4baaefe686e8b9662e2c6c184ea15cceee587d8d69"}, - {file = "aiohttp-3.10.9-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e709d6ac598c5416f879bb1bae3fd751366120ac3fa235a01de763537385d036"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:17c272cfe7b07a5bb0c6ad3f234e0c336fb53f3bf17840f66bd77b5815ab3d16"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0c21c82df33b264216abffff9f8370f303dab65d8eee3767efbbd2734363f677"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:9331dd34145ff105177855017920dde140b447049cd62bb589de320fd6ddd582"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:ac3196952c673822ebed8871cf8802e17254fff2a2ed4835d9c045d9b88c5ec7"}, - {file = "aiohttp-3.10.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:2c33fa6e10bb7ed262e3ff03cc69d52869514f16558db0626a7c5c61dde3c29f"}, - {file = "aiohttp-3.10.9-cp313-cp313-win32.whl", hash = "sha256:a14e4b672c257a6b94fe934ee62666bacbc8e45b7876f9dd9502d0f0fe69db16"}, - {file = "aiohttp-3.10.9-cp313-cp313-win_amd64.whl", hash = "sha256:a35ed3d03910785f7d9d6f5381f0c24002b2b888b298e6f941b2fc94c5055fcd"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:5f392ef50e22c31fa49b5a46af7f983fa3f118f3eccb8522063bee8bfa6755f8"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d1f5c9169e26db6a61276008582d945405b8316aae2bb198220466e68114a0f5"}, - {file = "aiohttp-3.10.9-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8d9d10d10ec27c0d46ddaecc3c5598c4db9ce4e6398ca872cdde0525765caa2f"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d97273a52d7f89a75b11ec386f786d3da7723d7efae3034b4dda79f6f093edc1"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d271f770b52e32236d945911b2082f9318e90ff835d45224fa9e28374303f729"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7003f33f5f7da1eb02f0446b0f8d2ccf57d253ca6c2e7a5732d25889da82b517"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a6e00c8a92e7663ed2be6fcc08a2997ff06ce73c8080cd0df10cc0321a3168d7"}, - {file = "aiohttp-3.10.9-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a61df62966ce6507aafab24e124e0c3a1cfbe23c59732987fc0fd0d71daa0b88"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:60555211a006d26e1a389222e3fab8cd379f28e0fbf7472ee55b16c6c529e3a6"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:d15a29424e96fad56dc2f3abed10a89c50c099f97d2416520c7a543e8fddf066"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:a19caae0d670771ea7854ca30df76f676eb47e0fd9b2ee4392d44708f272122d"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:99f9678bf0e2b1b695e8028fedac24ab6770937932eda695815d5a6618c37e04"}, - {file = "aiohttp-3.10.9-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:2914caa46054f3b5ff910468d686742ff8cff54b8a67319d75f5d5945fd0a13d"}, - {file = "aiohttp-3.10.9-cp38-cp38-win32.whl", hash = "sha256:0bc059ecbce835630e635879f5f480a742e130d9821fbe3d2f76610a6698ee25"}, - {file = "aiohttp-3.10.9-cp38-cp38-win_amd64.whl", hash = "sha256:e883b61b75ca6efc2541fcd52a5c8ccfe288b24d97e20ac08fdf343b8ac672ea"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:fcd546782d03181b0b1d20b43d612429a90a68779659ba8045114b867971ab71"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:85711eec2d875cd88c7eb40e734c4ca6d9ae477d6f26bd2b5bb4f7f60e41b156"}, - {file = "aiohttp-3.10.9-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:02d1d6610588bcd743fae827bd6f2e47e0d09b346f230824b4c6fb85c6065f9c"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3668d0c2a4d23fb136a753eba42caa2c0abbd3d9c5c87ee150a716a16c6deec1"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d7c071235a47d407b0e93aa6262b49422dbe48d7d8566e1158fecc91043dd948"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ac74e794e3aee92ae8f571bfeaa103a141e409863a100ab63a253b1c53b707eb"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bbf94d4a0447705b7775417ca8bb8086cc5482023a6e17cdc8f96d0b1b5aba6"}, - {file = "aiohttp-3.10.9-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cb0b2d5d51f96b6cc19e6ab46a7b684be23240426ae951dcdac9639ab111b45e"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:e83dfefb4f7d285c2d6a07a22268344a97d61579b3e0dce482a5be0251d672ab"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:f0a44bb40b6aaa4fb9a5c1ee07880570ecda2065433a96ccff409c9c20c1624a"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:c2b627d3c8982691b06d89d31093cee158c30629fdfebe705a91814d49b554f8"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:03690541e4cc866eef79626cfa1ef4dd729c5c1408600c8cb9e12e1137eed6ab"}, - {file = "aiohttp-3.10.9-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ad3675c126f2a95bde637d162f8231cff6bc0bc9fbe31bd78075f9ff7921e322"}, - {file = "aiohttp-3.10.9-cp39-cp39-win32.whl", hash = "sha256:1321658f12b6caffafdc35cfba6c882cb014af86bef4e78c125e7e794dfb927b"}, - {file = "aiohttp-3.10.9-cp39-cp39-win_amd64.whl", hash = "sha256:9fdf5c839bf95fc67be5794c780419edb0dbef776edcfc6c2e5e2ffd5ee755fa"}, - {file = "aiohttp-3.10.9.tar.gz", hash = "sha256:143b0026a9dab07a05ad2dd9e46aa859bffdd6348ddc5967b42161168c24f857"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:be7443669ae9c016b71f402e43208e13ddf00912f47f623ee5994e12fc7d4b3f"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7b06b7843929e41a94ea09eb1ce3927865387e3e23ebe108e0d0d09b08d25be9"}, + {file = "aiohttp-3.10.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:333cf6cf8e65f6a1e06e9eb3e643a0c515bb850d470902274239fea02033e9a8"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:274cfa632350225ce3fdeb318c23b4a10ec25c0e2c880eff951a3842cf358ac1"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d9e5e4a85bdb56d224f412d9c98ae4cbd032cc4f3161818f692cd81766eee65a"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2b606353da03edcc71130b52388d25f9a30a126e04caef1fd637e31683033abd"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab5a5a0c7a7991d90446a198689c0535be89bbd6b410a1f9a66688f0880ec026"}, + {file = "aiohttp-3.10.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:578a4b875af3e0daaf1ac6fa983d93e0bbfec3ead753b6d6f33d467100cdc67b"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8105fd8a890df77b76dd3054cddf01a879fc13e8af576805d667e0fa0224c35d"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:3bcd391d083f636c06a68715e69467963d1f9600f85ef556ea82e9ef25f043f7"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fbc6264158392bad9df19537e872d476f7c57adf718944cc1e4495cbabf38e2a"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:e48d5021a84d341bcaf95c8460b152cfbad770d28e5fe14a768988c461b821bc"}, + {file = "aiohttp-3.10.10-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:2609e9ab08474702cc67b7702dbb8a80e392c54613ebe80db7e8dbdb79837c68"}, + {file = "aiohttp-3.10.10-cp310-cp310-win32.whl", hash = "sha256:84afcdea18eda514c25bc68b9af2a2b1adea7c08899175a51fe7c4fb6d551257"}, + {file = "aiohttp-3.10.10-cp310-cp310-win_amd64.whl", hash = "sha256:9c72109213eb9d3874f7ac8c0c5fa90e072d678e117d9061c06e30c85b4cf0e6"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c30a0eafc89d28e7f959281b58198a9fa5e99405f716c0289b7892ca345fe45f"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:258c5dd01afc10015866114e210fb7365f0d02d9d059c3c3415382ab633fcbcb"}, + {file = "aiohttp-3.10.10-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:15ecd889a709b0080f02721255b3f80bb261c2293d3c748151274dfea93ac871"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f3935f82f6f4a3820270842e90456ebad3af15810cf65932bd24da4463bc0a4c"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:413251f6fcf552a33c981c4709a6bba37b12710982fec8e558ae944bfb2abd38"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d1720b4f14c78a3089562b8875b53e36b51c97c51adc53325a69b79b4b48ebcb"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:679abe5d3858b33c2cf74faec299fda60ea9de62916e8b67e625d65bf069a3b7"}, + {file = "aiohttp-3.10.10-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:79019094f87c9fb44f8d769e41dbb664d6e8fcfd62f665ccce36762deaa0e911"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fe2fb38c2ed905a2582948e2de560675e9dfbee94c6d5ccdb1301c6d0a5bf092"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a3f00003de6eba42d6e94fabb4125600d6e484846dbf90ea8e48a800430cc142"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:1bbb122c557a16fafc10354b9d99ebf2f2808a660d78202f10ba9d50786384b9"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:30ca7c3b94708a9d7ae76ff281b2f47d8eaf2579cd05971b5dc681db8caac6e1"}, + {file = "aiohttp-3.10.10-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:df9270660711670e68803107d55c2b5949c2e0f2e4896da176e1ecfc068b974a"}, + {file = "aiohttp-3.10.10-cp311-cp311-win32.whl", hash = "sha256:aafc8ee9b742ce75044ae9a4d3e60e3d918d15a4c2e08a6c3c3e38fa59b92d94"}, + {file = "aiohttp-3.10.10-cp311-cp311-win_amd64.whl", hash = "sha256:362f641f9071e5f3ee6f8e7d37d5ed0d95aae656adf4ef578313ee585b585959"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:9294bbb581f92770e6ed5c19559e1e99255e4ca604a22c5c6397b2f9dd3ee42c"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:a8fa23fe62c436ccf23ff930149c047f060c7126eae3ccea005f0483f27b2e28"}, + {file = "aiohttp-3.10.10-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5c6a5b8c7926ba5d8545c7dd22961a107526562da31a7a32fa2456baf040939f"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:007ec22fbc573e5eb2fb7dec4198ef8f6bf2fe4ce20020798b2eb5d0abda6138"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9627cc1a10c8c409b5822a92d57a77f383b554463d1884008e051c32ab1b3742"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:50edbcad60d8f0e3eccc68da67f37268b5144ecc34d59f27a02f9611c1d4eec7"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a45d85cf20b5e0d0aa5a8dca27cce8eddef3292bc29d72dcad1641f4ed50aa16"}, + {file = "aiohttp-3.10.10-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b00807e2605f16e1e198f33a53ce3c4523114059b0c09c337209ae55e3823a8"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f2d4324a98062be0525d16f768a03e0bbb3b9fe301ceee99611dc9a7953124e6"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:438cd072f75bb6612f2aca29f8bd7cdf6e35e8f160bc312e49fbecab77c99e3a"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:baa42524a82f75303f714108fea528ccacf0386af429b69fff141ffef1c534f9"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:a7d8d14fe962153fc681f6366bdec33d4356f98a3e3567782aac1b6e0e40109a"}, + {file = "aiohttp-3.10.10-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c1277cd707c465cd09572a774559a3cc7c7a28802eb3a2a9472588f062097205"}, + {file = "aiohttp-3.10.10-cp312-cp312-win32.whl", hash = "sha256:59bb3c54aa420521dc4ce3cc2c3fe2ad82adf7b09403fa1f48ae45c0cbde6628"}, + {file = "aiohttp-3.10.10-cp312-cp312-win_amd64.whl", hash = "sha256:0e1b370d8007c4ae31ee6db7f9a2fe801a42b146cec80a86766e7ad5c4a259cf"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ad7593bb24b2ab09e65e8a1d385606f0f47c65b5a2ae6c551db67d6653e78c28"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1eb89d3d29adaf533588f209768a9c02e44e4baf832b08118749c5fad191781d"}, + {file = "aiohttp-3.10.10-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3fe407bf93533a6fa82dece0e74dbcaaf5d684e5a51862887f9eaebe6372cd79"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:50aed5155f819873d23520919e16703fc8925e509abbb1a1491b0087d1cd969e"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4f05e9727ce409358baa615dbeb9b969db94324a79b5a5cea45d39bdb01d82e6"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3dffb610a30d643983aeb185ce134f97f290f8935f0abccdd32c77bed9388b42"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aa6658732517ddabe22c9036479eabce6036655ba87a0224c612e1ae6af2087e"}, + {file = "aiohttp-3.10.10-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:741a46d58677d8c733175d7e5aa618d277cd9d880301a380fd296975a9cdd7bc"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e00e3505cd80440f6c98c6d69269dcc2a119f86ad0a9fd70bccc59504bebd68a"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:ffe595f10566f8276b76dc3a11ae4bb7eba1aac8ddd75811736a15b0d5311414"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdfcf6443637c148c4e1a20c48c566aa694fa5e288d34b20fcdc58507882fed3"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:d183cf9c797a5291e8301790ed6d053480ed94070637bfaad914dd38b0981f67"}, + {file = "aiohttp-3.10.10-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:77abf6665ae54000b98b3c742bc6ea1d1fb31c394bcabf8b5d2c1ac3ebfe7f3b"}, + {file = "aiohttp-3.10.10-cp313-cp313-win32.whl", hash = "sha256:4470c73c12cd9109db8277287d11f9dd98f77fc54155fc71a7738a83ffcc8ea8"}, + {file = "aiohttp-3.10.10-cp313-cp313-win_amd64.whl", hash = "sha256:486f7aabfa292719a2753c016cc3a8f8172965cabb3ea2e7f7436c7f5a22a151"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:1b66ccafef7336a1e1f0e389901f60c1d920102315a56df85e49552308fc0486"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:acd48d5b80ee80f9432a165c0ac8cbf9253eaddb6113269a5e18699b33958dbb"}, + {file = "aiohttp-3.10.10-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:3455522392fb15ff549d92fbf4b73b559d5e43dc522588f7eb3e54c3f38beee7"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45c3b868724137f713a38376fef8120c166d1eadd50da1855c112fe97954aed8"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:da1dee8948d2137bb51fbb8a53cce6b1bcc86003c6b42565f008438b806cccd8"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c5ce2ce7c997e1971b7184ee37deb6ea9922ef5163c6ee5aa3c274b05f9e12fa"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:28529e08fde6f12eba8677f5a8608500ed33c086f974de68cc65ab218713a59d"}, + {file = "aiohttp-3.10.10-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f7db54c7914cc99d901d93a34704833568d86c20925b2762f9fa779f9cd2e70f"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:03a42ac7895406220124c88911ebee31ba8b2d24c98507f4a8bf826b2937c7f2"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:7e338c0523d024fad378b376a79faff37fafb3c001872a618cde1d322400a572"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:038f514fe39e235e9fef6717fbf944057bfa24f9b3db9ee551a7ecf584b5b480"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:64f6c17757251e2b8d885d728b6433d9d970573586a78b78ba8929b0f41d045a"}, + {file = "aiohttp-3.10.10-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:93429602396f3383a797a2a70e5f1de5df8e35535d7806c9f91df06f297e109b"}, + {file = "aiohttp-3.10.10-cp38-cp38-win32.whl", hash = "sha256:c823bc3971c44ab93e611ab1a46b1eafeae474c0c844aff4b7474287b75fe49c"}, + {file = "aiohttp-3.10.10-cp38-cp38-win_amd64.whl", hash = "sha256:54ca74df1be3c7ca1cf7f4c971c79c2daf48d9aa65dea1a662ae18926f5bc8ce"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:01948b1d570f83ee7bbf5a60ea2375a89dfb09fd419170e7f5af029510033d24"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9fc1500fd2a952c5c8e3b29aaf7e3cc6e27e9cfc0a8819b3bce48cc1b849e4cc"}, + {file = "aiohttp-3.10.10-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f614ab0c76397661b90b6851a030004dac502e48260ea10f2441abd2207fbcc7"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00819de9e45d42584bed046314c40ea7e9aea95411b38971082cad449392b08c"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:05646ebe6b94cc93407b3bf34b9eb26c20722384d068eb7339de802154d61bc5"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:998f3bd3cfc95e9424a6acd7840cbdd39e45bc09ef87533c006f94ac47296090"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d9010c31cd6fa59438da4e58a7f19e4753f7f264300cd152e7f90d4602449762"}, + {file = "aiohttp-3.10.10-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ea7ffc6d6d6f8a11e6f40091a1040995cdff02cfc9ba4c2f30a516cb2633554"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:ef9c33cc5cbca35808f6c74be11eb7f5f6b14d2311be84a15b594bd3e58b5527"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ce0cdc074d540265bfeb31336e678b4e37316849d13b308607efa527e981f5c2"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:597a079284b7ee65ee102bc3a6ea226a37d2b96d0418cc9047490f231dc09fe8"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:7789050d9e5d0c309c706953e5e8876e38662d57d45f936902e176d19f1c58ab"}, + {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e7f8b04d83483577fd9200461b057c9f14ced334dcb053090cea1da9c8321a91"}, + {file = "aiohttp-3.10.10-cp39-cp39-win32.whl", hash = "sha256:c02a30b904282777d872266b87b20ed8cc0d1501855e27f831320f471d54d983"}, + {file = "aiohttp-3.10.10-cp39-cp39-win_amd64.whl", hash = "sha256:edfe3341033a6b53a5c522c802deb2079eee5cbfbb0af032a55064bd65c73a23"}, + {file = "aiohttp-3.10.10.tar.gz", hash = "sha256:0631dd7c9f0822cc61c88586ca76d5b5ada26538097d0f1df510b082bad3411a"}, ] [package.dependencies] @@ -203,13 +203,13 @@ trio = ["trio (>=0.26.1)"] [[package]] name = "archgw-modelserver" -version = "0.0.2" +version = "0.0.3" description = "A model server for serving models" optional = false python-versions = ">=3.10" files = [ - {file = "archgw_modelserver-0.0.2-py3-none-any.whl", hash = "sha256:5a0b287b1cccb45480c39af89719c4f4e0673e2e608cec3093cf0c76f08ac787"}, - {file = "archgw_modelserver-0.0.2.tar.gz", hash = "sha256:acaaf3507bb60860298cb2511623b4ca370001a2ff0fb1247271b82c85f09cc4"}, + {file = "archgw_modelserver-0.0.3-py3-none-any.whl", hash = "sha256:d5cb3267e41ab2eddb8e1201e8fcf2cf0b69d62063fabc8326687581dd8dc301"}, + {file = "archgw_modelserver-0.0.3.tar.gz", hash = "sha256:0e1622b79bf4dc7082bf90225c8e9303d00a5a6db26abb2c0a3629975bc284d5"}, ] [package.dependencies] @@ -1190,65 +1190,75 @@ dill = ">=0.3.7" [[package]] name = "networkx" -version = "3.3" +version = "3.4" description = "Python package for creating and manipulating graphs and networks" optional = false python-versions = ">=3.10" files = [ - {file = "networkx-3.3-py3-none-any.whl", hash = "sha256:28575580c6ebdaf4505b22c6256a2b9de86b316dc63ba9e93abde3d78dfdbcf2"}, - {file = "networkx-3.3.tar.gz", hash = "sha256:0c127d8b2f4865f59ae9cb8aafcd60b5c70f3241ebd66f7defad7c4ab90126c9"}, + {file = "networkx-3.4-py3-none-any.whl", hash = "sha256:46dad0ec74a825a968e2b36c37ef5b91faa3868f017b2283d9cbff33112222ce"}, + {file = "networkx-3.4.tar.gz", hash = "sha256:1269b90f8f0d3a4095f016f49650f35ac169729f49b69d0572b2bb142748162b"}, ] [package.extras] -default = ["matplotlib (>=3.6)", "numpy (>=1.23)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"] +default = ["matplotlib (>=3.7)", "numpy (>=1.24)", "pandas (>=2.0)", "scipy (>=1.10,!=1.11.0,!=1.11.1)"] developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"] -doc = ["myst-nb (>=1.0)", "numpydoc (>=1.7)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.14)", "sphinx (>=7)", "sphinx-gallery (>=0.14)", "texext (>=0.6.7)"] -extra = ["lxml (>=4.6)", "pydot (>=2.0)", "pygraphviz (>=1.12)", "sympy (>=1.10)"] +doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.15)", "sphinx (>=7.3)", "sphinx-gallery (>=0.16)", "texext (>=0.6.7)"] +example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy (>=0.7.2)", "osmnx (>=1.9)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"] +extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"] test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"] [[package]] name = "numpy" -version = "1.26.4" +version = "2.0.2" description = "Fundamental package for array computing in Python" optional = false python-versions = ">=3.9" files = [ - {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"}, - {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"}, - {file = "numpy-1.26.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4"}, - {file = "numpy-1.26.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f"}, - {file = "numpy-1.26.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a"}, - {file = "numpy-1.26.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2"}, - {file = "numpy-1.26.4-cp310-cp310-win32.whl", hash = "sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07"}, - {file = "numpy-1.26.4-cp310-cp310-win_amd64.whl", hash = "sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5"}, - {file = "numpy-1.26.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71"}, - {file = "numpy-1.26.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef"}, - {file = "numpy-1.26.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e"}, - {file = "numpy-1.26.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5"}, - {file = "numpy-1.26.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a"}, - {file = "numpy-1.26.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a"}, - {file = "numpy-1.26.4-cp311-cp311-win32.whl", hash = "sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20"}, - {file = "numpy-1.26.4-cp311-cp311-win_amd64.whl", hash = "sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2"}, - {file = "numpy-1.26.4-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218"}, - {file = "numpy-1.26.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b"}, - {file = "numpy-1.26.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b"}, - {file = "numpy-1.26.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed"}, - {file = "numpy-1.26.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a"}, - {file = "numpy-1.26.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0"}, - {file = "numpy-1.26.4-cp312-cp312-win32.whl", hash = "sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110"}, - {file = "numpy-1.26.4-cp312-cp312-win_amd64.whl", hash = "sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818"}, - {file = "numpy-1.26.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c"}, - {file = "numpy-1.26.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be"}, - {file = "numpy-1.26.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764"}, - {file = "numpy-1.26.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3"}, - {file = "numpy-1.26.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd"}, - {file = "numpy-1.26.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c"}, - {file = "numpy-1.26.4-cp39-cp39-win32.whl", hash = "sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6"}, - {file = "numpy-1.26.4-cp39-cp39-win_amd64.whl", hash = "sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea"}, - {file = "numpy-1.26.4-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30"}, - {file = "numpy-1.26.4-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c"}, - {file = "numpy-1.26.4-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0"}, - {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"}, + {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"}, + {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"}, + {file = "numpy-2.0.2-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:8c5713284ce4e282544c68d1c3b2c7161d38c256d2eefc93c1d683cf47683e66"}, + {file = "numpy-2.0.2-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:becfae3ddd30736fe1889a37f1f580e245ba79a5855bff5f2a29cb3ccc22dd7b"}, + {file = "numpy-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2da5960c3cf0df7eafefd806d4e612c5e19358de82cb3c343631188991566ccd"}, + {file = "numpy-2.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:496f71341824ed9f3d2fd36cf3ac57ae2e0165c143b55c3a035ee219413f3318"}, + {file = "numpy-2.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a61ec659f68ae254e4d237816e33171497e978140353c0c2038d46e63282d0c8"}, + {file = "numpy-2.0.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d731a1c6116ba289c1e9ee714b08a8ff882944d4ad631fd411106a30f083c326"}, + {file = "numpy-2.0.2-cp310-cp310-win32.whl", hash = "sha256:984d96121c9f9616cd33fbd0618b7f08e0cfc9600a7ee1d6fd9b239186d19d97"}, + {file = "numpy-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:c7b0be4ef08607dd04da4092faee0b86607f111d5ae68036f16cc787e250a131"}, + {file = "numpy-2.0.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:49ca4decb342d66018b01932139c0961a8f9ddc7589611158cb3c27cbcf76448"}, + {file = "numpy-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:11a76c372d1d37437857280aa142086476136a8c0f373b2e648ab2c8f18fb195"}, + {file = "numpy-2.0.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:807ec44583fd708a21d4a11d94aedf2f4f3c3719035c76a2bbe1fe8e217bdc57"}, + {file = "numpy-2.0.2-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8cafab480740e22f8d833acefed5cc87ce276f4ece12fdaa2e8903db2f82897a"}, + {file = "numpy-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a15f476a45e6e5a3a79d8a14e62161d27ad897381fecfa4a09ed5322f2085669"}, + {file = "numpy-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:13e689d772146140a252c3a28501da66dfecd77490b498b168b501835041f951"}, + {file = "numpy-2.0.2-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:9ea91dfb7c3d1c56a0e55657c0afb38cf1eeae4544c208dc465c3c9f3a7c09f9"}, + {file = "numpy-2.0.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c1c9307701fec8f3f7a1e6711f9089c06e6284b3afbbcd259f7791282d660a15"}, + {file = "numpy-2.0.2-cp311-cp311-win32.whl", hash = "sha256:a392a68bd329eafac5817e5aefeb39038c48b671afd242710b451e76090e81f4"}, + {file = "numpy-2.0.2-cp311-cp311-win_amd64.whl", hash = "sha256:286cd40ce2b7d652a6f22efdfc6d1edf879440e53e76a75955bc0c826c7e64dc"}, + {file = "numpy-2.0.2-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:df55d490dea7934f330006d0f81e8551ba6010a5bf035a249ef61a94f21c500b"}, + {file = "numpy-2.0.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8df823f570d9adf0978347d1f926b2a867d5608f434a7cff7f7908c6570dcf5e"}, + {file = "numpy-2.0.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:9a92ae5c14811e390f3767053ff54eaee3bf84576d99a2456391401323f4ec2c"}, + {file = "numpy-2.0.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:a842d573724391493a97a62ebbb8e731f8a5dcc5d285dfc99141ca15a3302d0c"}, + {file = "numpy-2.0.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05e238064fc0610c840d1cf6a13bf63d7e391717d247f1bf0318172e759e692"}, + {file = "numpy-2.0.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0123ffdaa88fa4ab64835dcbde75dcdf89c453c922f18dced6e27c90d1d0ec5a"}, + {file = "numpy-2.0.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:96a55f64139912d61de9137f11bf39a55ec8faec288c75a54f93dfd39f7eb40c"}, + {file = "numpy-2.0.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ec9852fb39354b5a45a80bdab5ac02dd02b15f44b3804e9f00c556bf24b4bded"}, + {file = "numpy-2.0.2-cp312-cp312-win32.whl", hash = "sha256:671bec6496f83202ed2d3c8fdc486a8fc86942f2e69ff0e986140339a63bcbe5"}, + {file = "numpy-2.0.2-cp312-cp312-win_amd64.whl", hash = "sha256:cfd41e13fdc257aa5778496b8caa5e856dc4896d4ccf01841daee1d96465467a"}, + {file = "numpy-2.0.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9059e10581ce4093f735ed23f3b9d283b9d517ff46009ddd485f1747eb22653c"}, + {file = "numpy-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:423e89b23490805d2a5a96fe40ec507407b8ee786d66f7328be214f9679df6dd"}, + {file = "numpy-2.0.2-cp39-cp39-macosx_14_0_arm64.whl", hash = "sha256:2b2955fa6f11907cf7a70dab0d0755159bca87755e831e47932367fc8f2f2d0b"}, + {file = "numpy-2.0.2-cp39-cp39-macosx_14_0_x86_64.whl", hash = "sha256:97032a27bd9d8988b9a97a8c4d2c9f2c15a81f61e2f21404d7e8ef00cb5be729"}, + {file = "numpy-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1e795a8be3ddbac43274f18588329c72939870a16cae810c2b73461c40718ab1"}, + {file = "numpy-2.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26b258c385842546006213344c50655ff1555a9338e2e5e02a0756dc3e803dd"}, + {file = "numpy-2.0.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5fec9451a7789926bcf7c2b8d187292c9f93ea30284802a0ab3f5be8ab36865d"}, + {file = "numpy-2.0.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:9189427407d88ff25ecf8f12469d4d39d35bee1db5d39fc5c168c6f088a6956d"}, + {file = "numpy-2.0.2-cp39-cp39-win32.whl", hash = "sha256:905d16e0c60200656500c95b6b8dca5d109e23cb24abc701d41c02d74c6b3afa"}, + {file = "numpy-2.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:a3f4ab0caa7f053f6797fcd4e1e25caee367db3112ef2b6ef82d749530768c73"}, + {file = "numpy-2.0.2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7f0a0c6f12e07fa94133c8a67404322845220c06a9e80e85999afe727f7438b8"}, + {file = "numpy-2.0.2-pp39-pypy39_pp73-macosx_14_0_x86_64.whl", hash = "sha256:312950fdd060354350ed123c0e25a71327d3711584beaef30cdaa93320c392d4"}, + {file = "numpy-2.0.2-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26df23238872200f63518dd2aa984cfca675d82469535dc7162dc2ee52d9dd5c"}, + {file = "numpy-2.0.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:a46288ec55ebbd58947d31d72be2c63cbf839f0a63b49cb755022310792a3385"}, + {file = "numpy-2.0.2.tar.gz", hash = "sha256:883c987dee1880e2a864ab0dc9892292582510604156762362d9326444636e78"}, ] [[package]] @@ -1555,24 +1565,24 @@ files = [ [[package]] name = "optimum" -version = "1.22.0" +version = "1.23.0" description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality." optional = false python-versions = ">=3.7.0" files = [ - {file = "optimum-1.22.0-py3-none-any.whl", hash = "sha256:80d2ba0c34f60e1c5e0fc0840647d3899f48924a86caedd97d47fc64836a0a5a"}, - {file = "optimum-1.22.0.tar.gz", hash = "sha256:b0fcbe08987d453c685b4fdb6b3afe408ee7cfa74ffa1230eb20a1272e67952c"}, + {file = "optimum-1.23.0-py3-none-any.whl", hash = "sha256:3d05deb1e23c5b8e9969146b70ccca0826d6e86a79fbb282c89ae52f6450c42a"}, + {file = "optimum-1.23.0.tar.gz", hash = "sha256:c27ecb41a45e418392df3406e83ba4bd10f2d1cdd0b95e6ae0bc3268661978da"}, ] [package.dependencies] coloredlogs = "*" datasets = "*" huggingface-hub = ">=0.8.0" -numpy = "<2.0" +numpy = "*" packaging = "*" sympy = "*" torch = ">=1.11" -transformers = {version = ">=4.29,<4.45.0", extras = ["sentencepiece"]} +transformers = {version = ">=4.29", extras = ["sentencepiece"]} [package.extras] amd = ["optimum-amd"] @@ -1580,8 +1590,8 @@ benchmark = ["evaluate (>=0.2.0)", "optuna", "scikit-learn", "seqeval", "torchvi dev = ["Pillow", "accelerate", "black (>=23.1,<24.0)", "diffusers (>=0.17.0)", "einops", "invisible-watermark", "parameterized", "pytest (<=8.0.0)", "pytest-xdist", "requests", "rjieba", "ruff (==0.1.5)", "sacremoses", "scikit-learn", "timm", "torchaudio", "torchvision"] diffusers = ["diffusers"] doc-build = ["accelerate"] -exporters = ["onnx", "onnxruntime", "timm"] -exporters-gpu = ["onnx", "onnxruntime-gpu", "timm"] +exporters = ["onnx", "onnxruntime", "timm", "transformers (<4.46.0)"] +exporters-gpu = ["onnx", "onnxruntime-gpu", "timm", "transformers (<4.46.0)"] exporters-tf = ["datasets (<=2.16)", "h5py", "numpy (<1.24.0)", "onnx", "onnxruntime", "tensorflow (>=2.4,<=2.12.1)", "tf2onnx", "timm", "transformers[sentencepiece] (>=4.26,<4.38)"] furiosa = ["optimum-furiosa"] graphcore = ["optimum-graphcore"] @@ -1592,8 +1602,8 @@ neural-compressor = ["optimum-intel[neural-compressor] (>=1.18.0)"] neuron = ["optimum-neuron[neuron] (>=0.0.20)", "transformers (>=4.36.2,<4.42.0)"] neuronx = ["optimum-neuron[neuronx] (>=0.0.20)", "transformers (>=4.36.2,<4.42.0)"] nncf = ["optimum-intel[nncf] (>=1.18.0)"] -onnxruntime = ["datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime (>=1.11.0)", "protobuf (>=3.20.1)"] -onnxruntime-gpu = ["accelerate", "datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime-gpu (>=1.11.0)", "protobuf (>=3.20.1)"] +onnxruntime = ["datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime (>=1.11.0)", "protobuf (>=3.20.1)", "transformers (<4.46.0)"] +onnxruntime-gpu = ["accelerate", "datasets (>=1.2.1)", "evaluate", "onnx", "onnxruntime-gpu (>=1.11.0)", "protobuf (>=3.20.1)", "transformers (<4.46.0)"] openvino = ["optimum-intel[openvino] (>=1.18.0)"] quality = ["black (>=23.1,<24.0)", "ruff (==0.1.5)"] quanto = ["optimum-quanto (>=0.2.4)"] @@ -1601,33 +1611,33 @@ tests = ["Pillow", "accelerate", "diffusers (>=0.17.0)", "einops", "invisible-wa [[package]] name = "optimum-intel" -version = "1.19.0" +version = "1.20.0" description = "Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality." optional = false python-versions = "*" files = [ - {file = "optimum-intel-1.19.0.tar.gz", hash = "sha256:46396debf89d30e85a3f15caa3f8f93febb9a246b22bbff99d7867627d04ca01"}, - {file = "optimum_intel-1.19.0-py3-none-any.whl", hash = "sha256:55cfa17c2c2f6d25cb10994b827b09c2fb4603cd55cda0f8d4c15b799d882a42"}, + {file = "optimum-intel-1.20.0.tar.gz", hash = "sha256:6b37814a543065f4f864c82875c328c6153e3e13c99807a0337b616bb9b6e9be"}, + {file = "optimum_intel-1.20.0-py3-none-any.whl", hash = "sha256:f2760d7aded5edb2d363dc2e522823f1790800d984dc6bb4a6df370ff887ce4d"}, ] [package.dependencies] datasets = ">=1.4.0" onnx = "*" -optimum = ">=1.22,<2.0" +optimum = ">=1.23,<2.0" scipy = "*" sentencepiece = "*" setuptools = "*" torch = ">=1.11" -transformers = ">=4.36,<4.45" +transformers = ">=4.36,<4.46" [package.extras] diffusers = ["diffusers"] ipex = ["intel-extension-for-pytorch", "transformers (>=4.39,<4.45)"] -neural-compressor = ["accelerate", "neural-compressor[pt] (>3.0)", "transformers (<=4.43.2)"] +neural-compressor = ["accelerate", "neural-compressor[pt] (>3.0)"] nncf = ["nncf (>=2.11.0)"] -openvino = ["nncf (>=2.11.0)", "openvino (>=2023.3)", "openvino-tokenizers[transformers]"] +openvino = ["nncf (>=2.11.0)", "openvino (==2024.4.1.dev20240926)", "openvino-tokenizers[transformers] (==2024.4.1.0.dev20240926)"] quality = ["black (>=23.1,<24.0)", "ruff (==0.4.4)"] -tests = ["Pillow", "accelerate", "diffusers", "einops", "evaluate", "invisible-watermark (>=0.2.0)", "parameterized", "py-cpuinfo", "pytest (>=7.2.0,<8.0.0)", "rjieba", "sacremoses", "sentence-transformers", "tiktoken", "timm", "torchaudio", "transformers-stream-generator"] +tests = ["Pillow", "accelerate", "diffusers", "einops", "evaluate", "invisible-watermark (>=0.2.0)", "open-clip-torch (>=2.26.1)", "parameterized", "py-cpuinfo", "pytest (>=7.2.0,<8.0.0)", "rjieba", "sacremoses", "sentence-transformers", "tiktoken", "timm", "torchaudio", "transformers-stream-generator"] [[package]] name = "packaging" @@ -2924,111 +2934,111 @@ files = [ [[package]] name = "tokenizers" -version = "0.19.1" +version = "0.20.1" description = "" optional = false python-versions = ">=3.7" files = [ - {file = "tokenizers-0.19.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:952078130b3d101e05ecfc7fc3640282d74ed26bcf691400f872563fca15ac97"}, - {file = "tokenizers-0.19.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:82c8b8063de6c0468f08e82c4e198763e7b97aabfe573fd4cf7b33930ca4df77"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:f03727225feaf340ceeb7e00604825addef622d551cbd46b7b775ac834c1e1c4"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:453e4422efdfc9c6b6bf2eae00d5e323f263fff62b29a8c9cd526c5003f3f642"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:02e81bf089ebf0e7f4df34fa0207519f07e66d8491d963618252f2e0729e0b46"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b07c538ba956843833fee1190cf769c60dc62e1cf934ed50d77d5502194d63b1"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e28cab1582e0eec38b1f38c1c1fb2e56bce5dc180acb1724574fc5f47da2a4fe"}, - {file = "tokenizers-0.19.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b01afb7193d47439f091cd8f070a1ced347ad0f9144952a30a41836902fe09e"}, - {file = "tokenizers-0.19.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:7fb297edec6c6841ab2e4e8f357209519188e4a59b557ea4fafcf4691d1b4c98"}, - {file = "tokenizers-0.19.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2e8a3dd055e515df7054378dc9d6fa8c8c34e1f32777fb9a01fea81496b3f9d3"}, - {file = "tokenizers-0.19.1-cp310-none-win32.whl", hash = "sha256:7ff898780a155ea053f5d934925f3902be2ed1f4d916461e1a93019cc7250837"}, - {file = "tokenizers-0.19.1-cp310-none-win_amd64.whl", hash = "sha256:bea6f9947e9419c2fda21ae6c32871e3d398cba549b93f4a65a2d369662d9403"}, - {file = "tokenizers-0.19.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:5c88d1481f1882c2e53e6bb06491e474e420d9ac7bdff172610c4f9ad3898059"}, - {file = "tokenizers-0.19.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ddf672ed719b4ed82b51499100f5417d7d9f6fb05a65e232249268f35de5ed14"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:dadc509cc8a9fe460bd274c0e16ac4184d0958117cf026e0ea8b32b438171594"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dfedf31824ca4915b511b03441784ff640378191918264268e6923da48104acc"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ac11016d0a04aa6487b1513a3a36e7bee7eec0e5d30057c9c0408067345c48d2"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:76951121890fea8330d3a0df9a954b3f2a37e3ec20e5b0530e9a0044ca2e11fe"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b342d2ce8fc8d00f376af068e3274e2e8649562e3bc6ae4a67784ded6b99428d"}, - {file = "tokenizers-0.19.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d16ff18907f4909dca9b076b9c2d899114dd6abceeb074eca0c93e2353f943aa"}, - {file = "tokenizers-0.19.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:706a37cc5332f85f26efbe2bdc9ef8a9b372b77e4645331a405073e4b3a8c1c6"}, - {file = "tokenizers-0.19.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:16baac68651701364b0289979ecec728546133e8e8fe38f66fe48ad07996b88b"}, - {file = "tokenizers-0.19.1-cp311-none-win32.whl", hash = "sha256:9ed240c56b4403e22b9584ee37d87b8bfa14865134e3e1c3fb4b2c42fafd3256"}, - {file = "tokenizers-0.19.1-cp311-none-win_amd64.whl", hash = "sha256:ad57d59341710b94a7d9dbea13f5c1e7d76fd8d9bcd944a7a6ab0b0da6e0cc66"}, - {file = "tokenizers-0.19.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:621d670e1b1c281a1c9698ed89451395d318802ff88d1fc1accff0867a06f153"}, - {file = "tokenizers-0.19.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d924204a3dbe50b75630bd16f821ebda6a5f729928df30f582fb5aade90c818a"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:4f3fefdc0446b1a1e6d81cd4c07088ac015665d2e812f6dbba4a06267d1a2c95"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9620b78e0b2d52ef07b0d428323fb34e8ea1219c5eac98c2596311f20f1f9266"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:04ce49e82d100594715ac1b2ce87d1a36e61891a91de774755f743babcd0dd52"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c5c2ff13d157afe413bf7e25789879dd463e5a4abfb529a2d8f8473d8042e28f"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3174c76efd9d08f836bfccaca7cfec3f4d1c0a4cf3acbc7236ad577cc423c840"}, - {file = "tokenizers-0.19.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7c9d5b6c0e7a1e979bec10ff960fae925e947aab95619a6fdb4c1d8ff3708ce3"}, - {file = "tokenizers-0.19.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:a179856d1caee06577220ebcfa332af046d576fb73454b8f4d4b0ba8324423ea"}, - {file = "tokenizers-0.19.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:952b80dac1a6492170f8c2429bd11fcaa14377e097d12a1dbe0ef2fb2241e16c"}, - {file = "tokenizers-0.19.1-cp312-none-win32.whl", hash = "sha256:01d62812454c188306755c94755465505836fd616f75067abcae529c35edeb57"}, - {file = "tokenizers-0.19.1-cp312-none-win_amd64.whl", hash = "sha256:b70bfbe3a82d3e3fb2a5e9b22a39f8d1740c96c68b6ace0086b39074f08ab89a"}, - {file = "tokenizers-0.19.1-cp37-cp37m-macosx_10_12_x86_64.whl", hash = "sha256:bb9dfe7dae85bc6119d705a76dc068c062b8b575abe3595e3c6276480e67e3f1"}, - {file = "tokenizers-0.19.1-cp37-cp37m-macosx_11_0_arm64.whl", hash = "sha256:1f0360cbea28ea99944ac089c00de7b2e3e1c58f479fb8613b6d8d511ce98267"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:71e3ec71f0e78780851fef28c2a9babe20270404c921b756d7c532d280349214"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b82931fa619dbad979c0ee8e54dd5278acc418209cc897e42fac041f5366d626"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e8ff5b90eabdcdaa19af697885f70fe0b714ce16709cf43d4952f1f85299e73a"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e742d76ad84acbdb1a8e4694f915fe59ff6edc381c97d6dfdd054954e3478ad4"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d8c5d59d7b59885eab559d5bc082b2985555a54cda04dda4c65528d90ad252ad"}, - {file = "tokenizers-0.19.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b2da5c32ed869bebd990c9420df49813709e953674c0722ff471a116d97b22d"}, - {file = "tokenizers-0.19.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:638e43936cc8b2cbb9f9d8dde0fe5e7e30766a3318d2342999ae27f68fdc9bd6"}, - {file = "tokenizers-0.19.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:78e769eb3b2c79687d9cb0f89ef77223e8e279b75c0a968e637ca7043a84463f"}, - {file = "tokenizers-0.19.1-cp37-none-win32.whl", hash = "sha256:72791f9bb1ca78e3ae525d4782e85272c63faaef9940d92142aa3eb79f3407a3"}, - {file = "tokenizers-0.19.1-cp37-none-win_amd64.whl", hash = "sha256:f3bbb7a0c5fcb692950b041ae11067ac54826204318922da754f908d95619fbc"}, - {file = "tokenizers-0.19.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:07f9295349bbbcedae8cefdbcfa7f686aa420be8aca5d4f7d1ae6016c128c0c5"}, - {file = "tokenizers-0.19.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:10a707cc6c4b6b183ec5dbfc5c34f3064e18cf62b4a938cb41699e33a99e03c1"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6309271f57b397aa0aff0cbbe632ca9d70430839ca3178bf0f06f825924eca22"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ad23d37d68cf00d54af184586d79b84075ada495e7c5c0f601f051b162112dc"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:427c4f0f3df9109314d4f75b8d1f65d9477033e67ffaec4bca53293d3aca286d"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e83a31c9cf181a0a3ef0abad2b5f6b43399faf5da7e696196ddd110d332519ee"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c27b99889bd58b7e301468c0838c5ed75e60c66df0d4db80c08f43462f82e0d3"}, - {file = "tokenizers-0.19.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bac0b0eb952412b0b196ca7a40e7dce4ed6f6926489313414010f2e6b9ec2adf"}, - {file = "tokenizers-0.19.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:8a6298bde623725ca31c9035a04bf2ef63208d266acd2bed8c2cb7d2b7d53ce6"}, - {file = "tokenizers-0.19.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:08a44864e42fa6d7d76d7be4bec62c9982f6f6248b4aa42f7302aa01e0abfd26"}, - {file = "tokenizers-0.19.1-cp38-none-win32.whl", hash = "sha256:1de5bc8652252d9357a666e609cb1453d4f8e160eb1fb2830ee369dd658e8975"}, - {file = "tokenizers-0.19.1-cp38-none-win_amd64.whl", hash = "sha256:0bcce02bf1ad9882345b34d5bd25ed4949a480cf0e656bbd468f4d8986f7a3f1"}, - {file = "tokenizers-0.19.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:0b9394bd204842a2a1fd37fe29935353742be4a3460b6ccbaefa93f58a8df43d"}, - {file = "tokenizers-0.19.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4692ab92f91b87769d950ca14dbb61f8a9ef36a62f94bad6c82cc84a51f76f6a"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6258c2ef6f06259f70a682491c78561d492e885adeaf9f64f5389f78aa49a051"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c85cf76561fbd01e0d9ea2d1cbe711a65400092bc52b5242b16cfd22e51f0c58"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:670b802d4d82bbbb832ddb0d41df7015b3e549714c0e77f9bed3e74d42400fbe"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:85aa3ab4b03d5e99fdd31660872249df5e855334b6c333e0bc13032ff4469c4a"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cbf001afbbed111a79ca47d75941e9e5361297a87d186cbfc11ed45e30b5daba"}, - {file = "tokenizers-0.19.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b4c89aa46c269e4e70c4d4f9d6bc644fcc39bb409cb2a81227923404dd6f5227"}, - {file = "tokenizers-0.19.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:39c1ec76ea1027438fafe16ecb0fb84795e62e9d643444c1090179e63808c69d"}, - {file = "tokenizers-0.19.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:c2a0d47a89b48d7daa241e004e71fb5a50533718897a4cd6235cb846d511a478"}, - {file = "tokenizers-0.19.1-cp39-none-win32.whl", hash = "sha256:61b7fe8886f2e104d4caf9218b157b106207e0f2a4905c9c7ac98890688aabeb"}, - {file = "tokenizers-0.19.1-cp39-none-win_amd64.whl", hash = "sha256:f97660f6c43efd3e0bfd3f2e3e5615bf215680bad6ee3d469df6454b8c6e8256"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:3b11853f17b54c2fe47742c56d8a33bf49ce31caf531e87ac0d7d13d327c9334"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d26194ef6c13302f446d39972aaa36a1dda6450bc8949f5eb4c27f51191375bd"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:e8d1ed93beda54bbd6131a2cb363a576eac746d5c26ba5b7556bc6f964425594"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca407133536f19bdec44b3da117ef0d12e43f6d4b56ac4c765f37eca501c7bda"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce05fde79d2bc2e46ac08aacbc142bead21614d937aac950be88dc79f9db9022"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:35583cd46d16f07c054efd18b5d46af4a2f070a2dd0a47914e66f3ff5efb2b1e"}, - {file = "tokenizers-0.19.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:43350270bfc16b06ad3f6f07eab21f089adb835544417afda0f83256a8bf8b75"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b4399b59d1af5645bcee2072a463318114c39b8547437a7c2d6a186a1b5a0e2d"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6852c5b2a853b8b0ddc5993cd4f33bfffdca4fcc5d52f89dd4b8eada99379285"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bcd266ae85c3d39df2f7e7d0e07f6c41a55e9a3123bb11f854412952deacd828"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecb2651956eea2aa0a2d099434134b1b68f1c31f9a5084d6d53f08ed43d45ff2"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:b279ab506ec4445166ac476fb4d3cc383accde1ea152998509a94d82547c8e2a"}, - {file = "tokenizers-0.19.1-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:89183e55fb86e61d848ff83753f64cded119f5d6e1f553d14ffee3700d0a4a49"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b2edbc75744235eea94d595a8b70fe279dd42f3296f76d5a86dde1d46e35f574"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:0e64bfde9a723274e9a71630c3e9494ed7b4c0f76a1faacf7fe294cd26f7ae7c"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:0b5ca92bfa717759c052e345770792d02d1f43b06f9e790ca0a1db62838816f3"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f8a20266e695ec9d7a946a019c1d5ca4eddb6613d4f466888eee04f16eedb85"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63c38f45d8f2a2ec0f3a20073cccb335b9f99f73b3c69483cd52ebc75369d8a1"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:dd26e3afe8a7b61422df3176e06664503d3f5973b94f45d5c45987e1cb711876"}, - {file = "tokenizers-0.19.1-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:eddd5783a4a6309ce23432353cdb36220e25cbb779bfa9122320666508b44b88"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:56ae39d4036b753994476a1b935584071093b55c7a72e3b8288e68c313ca26e7"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f9939ca7e58c2758c01b40324a59c034ce0cebad18e0d4563a9b1beab3018243"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6c330c0eb815d212893c67a032e9dc1b38a803eccb32f3e8172c19cc69fbb439"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec11802450a2487cdf0e634b750a04cbdc1c4d066b97d94ce7dd2cb51ebb325b"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2b718f316b596f36e1dae097a7d5b91fc5b85e90bf08b01ff139bd8953b25af"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:ed69af290c2b65169f0ba9034d1dc39a5db9459b32f1dd8b5f3f32a3fcf06eab"}, - {file = "tokenizers-0.19.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f8a9c828277133af13f3859d1b6bf1c3cb6e9e1637df0e45312e6b7c2e622b1f"}, - {file = "tokenizers-0.19.1.tar.gz", hash = "sha256:ee59e6680ed0fdbe6b724cf38bd70400a0c1dd623b07ac729087270caeac88e3"}, + {file = "tokenizers-0.20.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:439261da7c0a5c88bda97acb284d49fbdaf67e9d3b623c0bfd107512d22787a9"}, + {file = "tokenizers-0.20.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:03dae629d99068b1ea5416d50de0fea13008f04129cc79af77a2a6392792d93c"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b61f561f329ffe4b28367798b89d60c4abf3f815d37413b6352bc6412a359867"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ec870fce1ee5248a10be69f7a8408a234d6f2109f8ea827b4f7ecdbf08c9fd15"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d388d1ea8b7447da784e32e3b86a75cce55887e3b22b31c19d0b186b1c677800"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:299c85c1d21135bc01542237979bf25c32efa0d66595dd0069ae259b97fb2dbe"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e96f6c14c9752bb82145636b614d5a78e9cde95edfbe0a85dad0dd5ddd6ec95c"}, + {file = "tokenizers-0.20.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc9e95ad49c932b80abfbfeaf63b155761e695ad9f8a58c52a47d962d76e310f"}, + {file = "tokenizers-0.20.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:f22dee205329a636148c325921c73cf3e412e87d31f4d9c3153b302a0200057b"}, + {file = "tokenizers-0.20.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a2ffd9a8895575ac636d44500c66dffaef133823b6b25067604fa73bbc5ec09d"}, + {file = "tokenizers-0.20.1-cp310-none-win32.whl", hash = "sha256:2847843c53f445e0f19ea842a4e48b89dd0db4e62ba6e1e47a2749d6ec11f50d"}, + {file = "tokenizers-0.20.1-cp310-none-win_amd64.whl", hash = "sha256:f9aa93eacd865f2798b9e62f7ce4533cfff4f5fbd50c02926a78e81c74e432cd"}, + {file = "tokenizers-0.20.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:4a717dcb08f2dabbf27ae4b6b20cbbb2ad7ed78ce05a829fae100ff4b3c7ff15"}, + {file = "tokenizers-0.20.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3f84dad1ff1863c648d80628b1b55353d16303431283e4efbb6ab1af56a75832"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:929c8f3afa16a5130a81ab5079c589226273ec618949cce79b46d96e59a84f61"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d10766473954397e2d370f215ebed1cc46dcf6fd3906a2a116aa1d6219bfedc3"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9300fac73ddc7e4b0330acbdda4efaabf74929a4a61e119a32a181f534a11b47"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ecaf7b0e39caeb1aa6dd6e0975c405716c82c1312b55ac4f716ef563a906969"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5170be9ec942f3d1d317817ced8d749b3e1202670865e4fd465e35d8c259de83"}, + {file = "tokenizers-0.20.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef3f1ae08fa9aea5891cbd69df29913e11d3841798e0bfb1ff78b78e4e7ea0a4"}, + {file = "tokenizers-0.20.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:ee86d4095d3542d73579e953c2e5e07d9321af2ffea6ecc097d16d538a2dea16"}, + {file = "tokenizers-0.20.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:86dcd08da163912e17b27bbaba5efdc71b4fbffb841530fdb74c5707f3c49216"}, + {file = "tokenizers-0.20.1-cp311-none-win32.whl", hash = "sha256:9af2dc4ee97d037bc6b05fa4429ddc87532c706316c5e11ce2f0596dfcfa77af"}, + {file = "tokenizers-0.20.1-cp311-none-win_amd64.whl", hash = "sha256:899152a78b095559c287b4c6d0099469573bb2055347bb8154db106651296f39"}, + {file = "tokenizers-0.20.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:407ab666b38e02228fa785e81f7cf79ef929f104bcccf68a64525a54a93ceac9"}, + {file = "tokenizers-0.20.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2f13a2d16032ebc8bd812eb8099b035ac65887d8f0c207261472803b9633cf3e"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e98eee4dca22849fbb56a80acaa899eec5b72055d79637dd6aa15d5e4b8628c9"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:47c1bcdd61e61136087459cb9e0b069ff23b5568b008265e5cbc927eae3387ce"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:128c1110e950534426e2274837fc06b118ab5f2fa61c3436e60e0aada0ccfd67"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e2e2d47a819d2954f2c1cd0ad51bb58ffac6f53a872d5d82d65d79bf76b9896d"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bdd67a0e3503a9a7cf8bc5a4a49cdde5fa5bada09a51e4c7e1c73900297539bd"}, + {file = "tokenizers-0.20.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:689b93d2e26d04da337ac407acec8b5d081d8d135e3e5066a88edd5bdb5aff89"}, + {file = "tokenizers-0.20.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:0c6a796ddcd9a19ad13cf146997cd5895a421fe6aec8fd970d69f9117bddb45c"}, + {file = "tokenizers-0.20.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3ea919687aa7001a8ff1ba36ac64f165c4e89035f57998fa6cedcfd877be619d"}, + {file = "tokenizers-0.20.1-cp312-none-win32.whl", hash = "sha256:6d3ac5c1f48358ffe20086bf065e843c0d0a9fce0d7f0f45d5f2f9fba3609ca5"}, + {file = "tokenizers-0.20.1-cp312-none-win_amd64.whl", hash = "sha256:b0874481aea54a178f2bccc45aa2d0c99cd3f79143a0948af6a9a21dcc49173b"}, + {file = "tokenizers-0.20.1-cp37-cp37m-macosx_10_12_x86_64.whl", hash = "sha256:96af92e833bd44760fb17f23f402e07a66339c1dcbe17d79a9b55bb0cc4f038e"}, + {file = "tokenizers-0.20.1-cp37-cp37m-macosx_11_0_arm64.whl", hash = "sha256:65f34e5b731a262dfa562820818533c38ce32a45864437f3d9c82f26c139ca7f"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:17f98fccb5c12ab1ce1f471731a9cd86df5d4bd2cf2880c5a66b229802d96145"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b8c0fc3542cf9370bf92c932eb71bdeb33d2d4aeeb4126d9fd567b60bd04cb30"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4b39356df4575d37f9b187bb623aab5abb7b62c8cb702867a1768002f814800c"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bfdad27b0e50544f6b838895a373db6114b85112ba5c0cefadffa78d6daae563"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:094663dd0e85ee2e573126918747bdb40044a848fde388efb5b09d57bc74c680"}, + {file = "tokenizers-0.20.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:14e4cf033a2aa207d7ac790e91adca598b679999710a632c4a494aab0fc3a1b2"}, + {file = "tokenizers-0.20.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:9310951c92c9fb91660de0c19a923c432f110dbfad1a2d429fbc44fa956bf64f"}, + {file = "tokenizers-0.20.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:05e41e302c315bd2ed86c02e917bf03a6cf7d2f652c9cee1a0eb0d0f1ca0d32c"}, + {file = "tokenizers-0.20.1-cp37-none-win32.whl", hash = "sha256:212231ab7dfcdc879baf4892ca87c726259fa7c887e1688e3f3cead384d8c305"}, + {file = "tokenizers-0.20.1-cp37-none-win_amd64.whl", hash = "sha256:896195eb9dfdc85c8c052e29947169c1fcbe75a254c4b5792cdbd451587bce85"}, + {file = "tokenizers-0.20.1-cp38-cp38-macosx_10_12_x86_64.whl", hash = "sha256:741fb22788482d09d68e73ece1495cfc6d9b29a06c37b3df90564a9cfa688e6d"}, + {file = "tokenizers-0.20.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:10be14ebd8082086a342d969e17fc2d6edc856c59dbdbddd25f158fa40eaf043"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:514cf279b22fa1ae0bc08e143458c74ad3b56cd078b319464959685a35c53d5e"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a647c5b7cb896d6430cf3e01b4e9a2d77f719c84cefcef825d404830c2071da2"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7cdf379219e1e1dd432091058dab325a2e6235ebb23e0aec8d0508567c90cd01"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1ba72260449e16c4c2f6f3252823b059fbf2d31b32617e582003f2b18b415c39"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:910b96ed87316e4277b23c7bcaf667ce849c7cc379a453fa179e7e09290eeb25"}, + {file = "tokenizers-0.20.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e53975a6694428a0586534cc1354b2408d4e010a3103117f617cbb550299797c"}, + {file = "tokenizers-0.20.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:07c4b7be58da142b0730cc4e5fd66bb7bf6f57f4986ddda73833cd39efef8a01"}, + {file = "tokenizers-0.20.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b605c540753e62199bf15cf69c333e934077ef2350262af2ccada46026f83d1c"}, + {file = "tokenizers-0.20.1-cp38-none-win32.whl", hash = "sha256:88b3bc76ab4db1ab95ead623d49c95205411e26302cf9f74203e762ac7e85685"}, + {file = "tokenizers-0.20.1-cp38-none-win_amd64.whl", hash = "sha256:d412a74cf5b3f68a90c615611a5aa4478bb303d1c65961d22db45001df68afcb"}, + {file = "tokenizers-0.20.1-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:a25dcb2f41a0a6aac31999e6c96a75e9152fa0127af8ece46c2f784f23b8197a"}, + {file = "tokenizers-0.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a12c3cebb8c92e9c35a23ab10d3852aee522f385c28d0b4fe48c0b7527d59762"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:02e18da58cf115b7c40de973609c35bde95856012ba42a41ee919c77935af251"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f326a1ac51ae909b9760e34671c26cd0dfe15662f447302a9d5bb2d872bab8ab"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0b4872647ea6f25224e2833b044b0b19084e39400e8ead3cfe751238b0802140"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ce6238a3311bb8e4c15b12600927d35c267b92a52c881ef5717a900ca14793f7"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:57b7a8880b208866508b06ce365dc631e7a2472a3faa24daa430d046fb56c885"}, + {file = "tokenizers-0.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a908c69c2897a68f412aa05ba38bfa87a02980df70f5a72fa8490479308b1f2d"}, + {file = "tokenizers-0.20.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:da1001aa46f4490099c82e2facc4fbc06a6a32bf7de3918ba798010954b775e0"}, + {file = "tokenizers-0.20.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:42c097390e2f0ed0a5c5d569e6669dd4e9fff7b31c6a5ce6e9c66a61687197de"}, + {file = "tokenizers-0.20.1-cp39-none-win32.whl", hash = "sha256:3d4d218573a3d8b121a1f8c801029d70444ffb6d8f129d4cca1c7b672ee4a24c"}, + {file = "tokenizers-0.20.1-cp39-none-win_amd64.whl", hash = "sha256:37d1e6f616c84fceefa7c6484a01df05caf1e207669121c66213cb5b2911d653"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:48689da7a395df41114f516208d6550e3e905e1239cc5ad386686d9358e9cef0"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:712f90ea33f9bd2586b4a90d697c26d56d0a22fd3c91104c5858c4b5b6489a79"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:359eceb6a620c965988fc559cebc0a98db26713758ec4df43fb76d41486a8ed5"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d3caf244ce89d24c87545aafc3448be15870096e796c703a0d68547187192e1"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:03b03cf8b9a32254b1bf8a305fb95c6daf1baae0c1f93b27f2b08c9759f41dee"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:218e5a3561561ea0f0ef1559c6d95b825308dbec23fb55b70b92589e7ff2e1e8"}, + {file = "tokenizers-0.20.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f40df5e0294a95131cc5f0e0eb91fe86d88837abfbee46b9b3610b09860195a7"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-macosx_10_12_x86_64.whl", hash = "sha256:08aaa0d72bb65058e8c4b0455f61b840b156c557e2aca57627056624c3a93976"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:998700177b45f70afeb206ad22c08d9e5f3a80639dae1032bf41e8cbc4dada4b"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62f7fbd3c2c38b179556d879edae442b45f68312019c3a6013e56c3947a4e648"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:31e87fca4f6bbf5cc67481b562147fe932f73d5602734de7dd18a8f2eee9c6dd"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:956f21d359ae29dd51ca5726d2c9a44ffafa041c623f5aa33749da87cfa809b9"}, + {file = "tokenizers-0.20.1-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:1fbbaf17a393c78d8aedb6a334097c91cb4119a9ced4764ab8cfdc8d254dc9f9"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ebe63e31f9c1a970c53866d814e35ec2ec26fda03097c486f82f3891cee60830"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:81970b80b8ac126910295f8aab2d7ef962009ea39e0d86d304769493f69aaa1e"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:130e35e76f9337ed6c31be386e75d4925ea807055acf18ca1a9b0eec03d8fe23"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cd28a8614f5c82a54ab2463554e84ad79526c5184cf4573bbac2efbbbcead457"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9041ee665d0fa7f5c4ccf0f81f5e6b7087f797f85b143c094126fc2611fec9d0"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:62eb9daea2a2c06bcd8113a5824af8ef8ee7405d3a71123ba4d52c79bb3d9f1a"}, + {file = "tokenizers-0.20.1-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f861889707b54a9ab1204030b65fd6c22bdd4a95205deec7994dc22a8baa2ea4"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:89d5c337d74ea6e5e7dc8af124cf177be843bbb9ca6e58c01f75ea103c12c8a9"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:0b7f515c83397e73292accdbbbedc62264e070bae9682f06061e2ddce67cacaf"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3e0305fc1ec6b1e5052d30d9c1d5c807081a7bd0cae46a33d03117082e91908c"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5dc611e6ac0fa00a41de19c3bf6391a05ea201d2d22b757d63f5491ec0e67faa"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c5ffe0d7f7bfcfa3b2585776ecf11da2e01c317027c8573c78ebcb8985279e23"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:e7edb8ec12c100d5458d15b1e47c0eb30ad606a05641f19af7563bc3d1608c14"}, + {file = "tokenizers-0.20.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:de291633fb9303555793cc544d4a86e858da529b7d0b752bcaf721ae1d74b2c9"}, + {file = "tokenizers-0.20.1.tar.gz", hash = "sha256:84edcc7cdeeee45ceedb65d518fffb77aec69311c9c8e30f77ad84da3025f002"}, ] [package.dependencies] @@ -3115,13 +3125,13 @@ telegram = ["requests"] [[package]] name = "transformers" -version = "4.44.2" +version = "4.45.2" description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow" optional = false python-versions = ">=3.8.0" files = [ - {file = "transformers-4.44.2-py3-none-any.whl", hash = "sha256:1c02c65e7bfa5e52a634aff3da52138b583fc6f263c1f28d547dc144ba3d412d"}, - {file = "transformers-4.44.2.tar.gz", hash = "sha256:36aa17cc92ee154058e426d951684a2dab48751b35b49437896f898931270826"}, + {file = "transformers-4.45.2-py3-none-any.whl", hash = "sha256:c551b33660cfc815bae1f9f097ecfd1e65be623f13c6ee0dda372bd881460210"}, + {file = "transformers-4.45.2.tar.gz", hash = "sha256:72bc390f6b203892561f05f86bbfaa0e234aab8e927a83e62b9d92ea7e3ae101"}, ] [package.dependencies] @@ -3135,21 +3145,21 @@ regex = "!=2019.12.17" requests = "*" safetensors = ">=0.4.1" sentencepiece = {version = ">=0.1.91,<0.1.92 || >0.1.92", optional = true, markers = "extra == \"sentencepiece\""} -tokenizers = ">=0.19,<0.20" +tokenizers = ">=0.20,<0.21" tqdm = ">=4.27" [package.extras] -accelerate = ["accelerate (>=0.21.0)"] -agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"] -all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision"] +accelerate = ["accelerate (>=0.26.0)"] +agents = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "datasets (!=2.5.0)", "diffusers", "opencv-python", "sentencepiece (>=0.1.91,!=0.1.92)", "torch"] +all = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision"] audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] -benchmark = ["optimum-benchmark (>=0.2.0)"] +benchmark = ["optimum-benchmark (>=0.3.0)"] codecarbon = ["codecarbon (==1.2.0)"] -deepspeed = ["accelerate (>=0.21.0)", "deepspeed (>=0.9.3)"] -deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.21.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] -dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] -dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.19,<0.20)", "urllib3 (<2.0.0)"] -dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] +deepspeed = ["accelerate (>=0.26.0)", "deepspeed (>=0.9.3)"] +deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.26.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.9.3)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "optuna", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] +dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "scipy (<1.13.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] +dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1,<0.14.0)", "libcst", "librosa", "nltk (<=3.8.1)", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.20,<0.21)", "urllib3 (<2.0.0)"] +dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.26.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "libcst", "librosa", "nltk (<=3.8.1)", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rich", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm (<=0.9.16)", "tokenizers (>=0.20,<0.21)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"] flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)", "scipy (<1.13.0)"] flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] ftfy = ["ftfy"] @@ -3160,7 +3170,7 @@ natten = ["natten (>=0.14.6,<0.15.0)"] onnx = ["onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "tf2onnx"] onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"] optuna = ["optuna"] -quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.5.1)", "urllib3 (<2.0.0)"] +quality = ["GitPython (<3.1.19)", "datasets (!=2.5.0)", "isort (>=5.5.4)", "libcst", "rich", "ruff (==0.5.1)", "urllib3 (<2.0.0)"] ray = ["ray[tune] (>=2.7.0)"] retrieval = ["datasets (!=2.5.0)", "faiss-cpu"] ruff = ["ruff (==0.5.1)"] @@ -3170,16 +3180,17 @@ serving = ["fastapi", "pydantic", "starlette", "uvicorn"] sigopt = ["sigopt"] sklearn = ["scikit-learn"] speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] -testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] +testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "nltk (<=3.8.1)", "parameterized", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-rich", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.5.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"] tf = ["keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow (>2.9,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"] tf-cpu = ["keras (>2.9,<2.16)", "keras-nlp (>=0.3.1,<0.14.0)", "onnxconverter-common", "tensorflow-cpu (>2.9,<2.16)", "tensorflow-probability (<0.24)", "tensorflow-text (<2.16)", "tf2onnx"] tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"] +tiktoken = ["blobfile", "tiktoken"] timm = ["timm (<=0.9.16)"] -tokenizers = ["tokenizers (>=0.19,<0.20)"] -torch = ["accelerate (>=0.21.0)", "torch"] +tokenizers = ["tokenizers (>=0.20,<0.21)"] +torch = ["accelerate (>=0.26.0)", "torch"] torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"] torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"] -torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"] +torchhub = ["filelock", "huggingface-hub (>=0.23.2,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.20,<0.21)", "torch", "tqdm (>=4.27)"] video = ["av (==9.2.0)", "decord (==0.6.0)"] vision = ["Pillow (>=10.0.1,<=15.0)"] @@ -3521,4 +3532,4 @@ propcache = ">=0.2.0" [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "11509af5007ffed46d1a84a53de8fb2f816eca24247064b2d85560e80d5eaf24" +content-hash = "35ffc7511fb162b24cc24f3d2884128b8e34b68c42811eba4f878479d98b55b7" diff --git a/arch/tools/pyproject.toml b/arch/tools/pyproject.toml index 936ff85f..e662ad4f 100644 --- a/arch/tools/pyproject.toml +++ b/arch/tools/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "archgw" -version = "0.0.1" +version = "0.0.3" description = "Python-based CLI tool to manage Arch Gateway." authors = ["Katanemo Labs, Inc."] packages = [ @@ -22,7 +22,8 @@ click = "^8.1.7" jinja2 = "^3.1.4" jsonschema = "^4.23.0" setuptools = "75.1.0" -archgw_modelserver= "0.0.2" +archgw_modelserver= "0.0.3" +huggingface_hub = "^0.25.2" [tool.poetry.scripts] archgw = "cli.main:main" diff --git a/demos/function_calling/arch_config.yaml b/demos/function_calling/arch_config.yaml index f409d753..a2c92883 100644 --- a/demos/function_calling/arch_config.yaml +++ b/demos/function_calling/arch_config.yaml @@ -16,10 +16,10 @@ overrides: prompt_target_intent_matching_threshold: 0.6 llm_providers: - - name: gpt-4o + - name: gpt access_key: OPENAI_API_KEY provider: openai - model: gpt-4o + model: gpt-3.5-turbo default: true system_prompt: | diff --git a/demos/network_agent/arch_config.yaml b/demos/network_agent/arch_config.yaml index 81195488..63ada88e 100644 --- a/demos/network_agent/arch_config.yaml +++ b/demos/network_agent/arch_config.yaml @@ -9,7 +9,7 @@ llm_providers: - name: OpenAI provider: openai access_key: OPENAI_API_KEY - model: gpt-4o + model: gpt-3.5-turbo default: true # default system prompt used by all prompt targets diff --git a/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml b/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml index 6d4c0409..50264c1b 100644 --- a/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml +++ b/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml @@ -9,7 +9,7 @@ llm_providers: - name: OpenAI provider: openai access_key: OPENAI_API_KEY - model: gpt-4o + model: gpt-3.5-turbo default: true # default system prompt used by all prompt targets diff --git a/model_server/app/__init__.py b/model_server/app/__init__.py index c3c8e9f6..e69de29b 100644 --- a/model_server/app/__init__.py +++ b/model_server/app/__init__.py @@ -1,107 +0,0 @@ -import sys -import os -import time -import requests -import psutil -import tempfile -import subprocess - - -# Path to the file where the server process ID will be stored -PID_FILE = os.path.join(tempfile.gettempdir(), "model_server.pid") - - -def run_server(): - """Start, stop, or restart the Uvicorn server based on command-line arguments.""" - if len(sys.argv) > 1: - action = sys.argv[1] - else: - action = "start" - - if action == "start": - start_server() - elif action == "stop": - stop_server() - elif action == "restart": - restart_server() - else: - print(f"Unknown action: {action}") - sys.exit(1) - - -def start_server(): - """Start the Uvicorn server and save the process ID.""" - if os.path.exists(PID_FILE): - print("Server is already running. Use 'model_server restart' to restart it.") - sys.exit(1) - - print( - "Starting Archgw Model Server - Loading some awesomeness, this may take a little time.)" - ) - process = subprocess.Popen( - ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "51000"], - start_new_session=True, - stdout=subprocess.DEVNULL, # Suppress standard output. There is a logger that model_server prints to - stderr=subprocess.DEVNULL, # Suppress standard error. There is a logger that model_server prints to - ) - - if wait_for_health_check("http://0.0.0.0:51000/healthz"): - # Write the process ID to the PID file - with open(PID_FILE, "w") as f: - f.write(str(process.pid)) - print(f"Archgw Model Server started with PID {process.pid}") - else: - # Add model_server boot-up logs - print("Archgw Model Server - Didn't Sart In Time. Shutting Down") - process.terminate() - - -def wait_for_health_check(url, timeout=180): - """Wait for the Uvicorn server to respond to health-check requests.""" - start_time = time.time() - while time.time() - start_time < timeout: - try: - response = requests.get(url) - if response.status_code == 200: - return True - except requests.ConnectionError: - time.sleep(1) - print("Timed out waiting for Archgw Model Server to respond.") - return False - - -def stop_server(): - """Stop the running Uvicorn server.""" - if not os.path.exists(PID_FILE): - print("Status: Archgw Model Server not running") - return - - # Read the process ID from the PID file - with open(PID_FILE, "r") as f: - pid = int(f.read()) - - try: - # Get process by PID - process = psutil.Process(pid) - - # Gracefully terminate the process - process.terminate() # Sends SIGTERM by default - process.wait(timeout=10) # Wait for up to 10 seconds for the process to exit - - print(f"Server with PID {pid} stopped.") - os.remove(PID_FILE) - - except psutil.NoSuchProcess: - print(f"Process with PID {pid} not found. Cleaning up PID file.") - os.remove(PID_FILE) - except psutil.TimeoutExpired: - print(f"Process with PID {pid} did not terminate in time. Forcing shutdown.") - process.kill() # Forcefully kill the process - os.remove(PID_FILE) - - -def restart_server(): - """Restart the Uvicorn server.""" - print("Check: Is Archgw Model Server running?") - stop_server() - start_server() diff --git a/model_server/app/cli.py b/model_server/app/cli.py new file mode 100644 index 00000000..d803e855 --- /dev/null +++ b/model_server/app/cli.py @@ -0,0 +1,119 @@ +import sys +import os +import time +import requests +import psutil +import tempfile +import subprocess +import logging + +logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", +) + +log = logging.getLogger("model_server.cli") +log.setLevel(logging.INFO) + +# Path to the file where the server process ID will be stored +PID_FILE = os.path.join(tempfile.gettempdir(), "model_server.pid") + + +def run_server(): + """Start, stop, or restart the Uvicorn server based on command-line arguments.""" + if len(sys.argv) > 1: + action = sys.argv[1] + else: + action = "start" + + if action == "start": + start_server() + elif action == "stop": + stop_server() + elif action == "restart": + restart_server() + else: + log.info(f"Unknown action: {action}") + sys.exit(1) + + +def start_server(): + """Start the Uvicorn server and save the process ID.""" + if os.path.exists(PID_FILE): + log.info("Server is already running. Use 'model_server restart' to restart it.") + sys.exit(1) + + log.info( + "Starting model server - loading some awesomeness, this may take some time :)" + ) + process = subprocess.Popen( + ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "51000"], + start_new_session=True, + bufsize=1, + universal_newlines=True, + stdout=subprocess.PIPE, # Suppress standard output. There is a logger that model_server prints to + stderr=subprocess.PIPE, # Suppress standard error. There is a logger that model_server prints to + ) + + if wait_for_health_check("http://0.0.0.0:51000/healthz"): + # Write the process ID to the PID file + with open(PID_FILE, "w") as f: + f.write(str(process.pid)) + log.info(f"Model server started with PID {process.pid}") + else: + # Add model_server boot-up logs + log.info("Model server - Didn't Sart In Time. Shutting Down") + process.terminate() + + +def wait_for_health_check(url, timeout=180): + """Wait for the Uvicorn server to respond to health-check requests.""" + start_time = time.time() + while time.time() - start_time < timeout: + try: + response = requests.get(url) + if response.status_code == 200: + return True + except requests.ConnectionError: + time.sleep(1) + print("Timed out waiting for model server to respond.") + return False + + +def stop_server(): + """Stop the running Uvicorn server.""" + log.info("Stopping model server") + if not os.path.exists(PID_FILE): + log.info("Process id file not found, seems like model server was not running") + return + + # Read the process ID from the PID file + with open(PID_FILE, "r") as f: + pid = int(f.read()) + + try: + # Get process by PID + process = psutil.Process(pid) + + # Gracefully terminate the process + process.terminate() # Sends SIGTERM by default + process.wait(timeout=10) # Wait for up to 10 seconds for the process to exit + + log.info(f"Model server with PID {pid} stopped.") + os.remove(PID_FILE) + + except psutil.NoSuchProcess: + log.info(f"Model server with PID {pid} not found. Cleaning up PID file.") + os.remove(PID_FILE) + except psutil.TimeoutExpired: + log.info( + f"Model server with PID {pid} did not terminate in time. Forcing shutdown." + ) + process.kill() # Forcefully kill the process + os.remove(PID_FILE) + + +def restart_server(): + """Restart the Uvicorn server.""" + stop_server() + start_server() diff --git a/model_server/app/commons/constants.py b/model_server/app/commons/constants.py index 5c92388a..abce6fa9 100644 --- a/model_server/app/commons/constants.py +++ b/model_server/app/commons/constants.py @@ -5,6 +5,7 @@ import app.loader as loader from app.function_calling.model_handler import ArchFunctionHandler from app.prompt_guard.model_handler import ArchGuardHanlder +logger = utils.get_model_server_logger() arch_function_hanlder = ArchFunctionHandler() arch_function_endpoint = "https://api.fc.archgw.com/v1" @@ -19,7 +20,6 @@ arch_function_generation_params = { arch_guard_model_type = {"cpu": "katanemo/Arch-Guard-cpu", "gpu": "katanemo/Arch-Guard"} - # Model definition embedding_model = loader.get_embedding_model() zero_shot_model = loader.get_zero_shot_model() diff --git a/model_server/app/loader.py b/model_server/app/loader.py index 0994bf54..280d0976 100644 --- a/model_server/app/loader.py +++ b/model_server/app/loader.py @@ -6,12 +6,15 @@ from optimum.onnxruntime import ( ORTModelForFeatureExtraction, ORTModelForSequenceClassification, ) +import app.commons.utilities as utils + +logger = utils.get_model_server_logger() def get_embedding_model( model_name=os.getenv("MODELS", "katanemo/bge-large-en-v1.5"), ): - print("Loading Embedding Model...") + logger.info("Loading Embedding Model...") if glb.DEVICE != "cuda": model = ORTModelForFeatureExtraction.from_pretrained( @@ -32,7 +35,7 @@ def get_embedding_model( def get_zero_shot_model( model_name=os.getenv("ZERO_SHOT_MODELS", "katanemo/bart-large-mnli"), ): - print("Loading Zero-shot Model...") + logger.info("Loading Zero-shot Model...") if glb.DEVICE != "cuda": model = ORTModelForSequenceClassification.from_pretrained( @@ -58,7 +61,7 @@ def get_zero_shot_model( def get_prompt_guard(model_name, hardware_config="cpu"): - print("Loading Guard Model...") + logger.info("Loading Guard Model...") if hardware_config == "cpu": from optimum.intel import OVModelForSequenceClassification diff --git a/model_server/app/main.py b/model_server/app/main.py index 82bbeb50..6a90c0b1 100644 --- a/model_server/app/main.py +++ b/model_server/app/main.py @@ -4,7 +4,6 @@ import app.commons.utilities as utils import app.commons.globals as glb import app.prompt_guard.model_utils as guard_utils - from typing import List, Dict from pydantic import BaseModel from fastapi import FastAPI, Response, HTTPException @@ -17,8 +16,7 @@ from app.function_calling.model_utils import ( logger = utils.get_model_server_logger() -logger.info(f"Devices Avialble: {glb.DEVICE}") - +logger.info(f"Ready to serve traffic. available device: {glb.DEVICE}") app = FastAPI() diff --git a/model_server/pyproject.toml b/model_server/pyproject.toml index 6f41bf1b..ad730e96 100644 --- a/model_server/pyproject.toml +++ b/model_server/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "archgw_modelserver" -version = "0.0.2" +version = "0.0.3" description = "A model server for serving models" authors = ["Katanemo Labs, Inc "] license = "Apache 2.0" @@ -31,7 +31,7 @@ onnx = "1.17.0" onnxruntime = "1.19.2" [tool.poetry.scripts] -archgw_modelserver = "app:run_server" +archgw_modelserver = "app.cli:run_server" [build-system] requires = ["poetry-core>=1.0.0"] From 50bea9135cee99f92da6425777c3059d8ae21e85 Mon Sep 17 00:00:00 2001 From: Adil Hafeez Date: Thu, 10 Oct 2024 17:50:57 -0700 Subject: [PATCH 04/10] update broken link --- demos/function_calling/README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/demos/function_calling/README.md b/demos/function_calling/README.md index bc2b1ff5..41ac7242 100644 --- a/demos/function_calling/README.md +++ b/demos/function_calling/README.md @@ -2,13 +2,15 @@ This demo shows how you can use Arch's core function calling capabilites. # Starting the demo -1. Please make sure the [pre-requisites](../../../README.md?tab=readme-ov-file#prerequisites) are installed correctly +1. Please make sure the [pre-requisites](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites) are installed correctly 2. Start Arch + +3. ```sh sh run_demo.sh ``` -3. Navigate to http://localhost:18080/ -4. You can type in queries like "how is the weather?" +4. Navigate to http://localhost:18080/ +5. You can type in queries like "how is the weather?" # Observability Arch gateway publishes stats endpoint at http://localhost:19901/stats. In this demo we are using prometheus to pull stats from arch and we are using grafana to visalize the stats in dashboard. To see grafana dashboard follow instructions below, From 7b51cce2f7600c9057456a9089995792f5158488 Mon Sep 17 00:00:00 2001 From: Adil Hafeez Date: Thu, 10 Oct 2024 17:52:33 -0700 Subject: [PATCH 05/10] fix demo broken links --- .gitignore | 1 + demos/insurance_agent/README.md | 2 +- demos/network_agent/README.md | 2 +- 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 0fd2e447..08f9462c 100644 --- a/.gitignore +++ b/.gitignore @@ -30,3 +30,4 @@ model_server/venv_model_server model_server/build model_server/dist arch_logs/ +dist/ diff --git a/demos/insurance_agent/README.md b/demos/insurance_agent/README.md index 4f3663c5..46067173 100644 --- a/demos/insurance_agent/README.md +++ b/demos/insurance_agent/README.md @@ -36,7 +36,7 @@ The system can perform a variety of tasks, such as answering insurance-related q **Arch** is designed to intelligently routes prompts to the appropriate functions based on the target, allowing for seamless interaction with various insurance-related services. # Starting the demo -1. Please make sure the [pre-requisites](../../../README.md?tab=readme-ov-file#prerequisites) are installed correctly +1. Please make sure the [pre-requisites](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites) are installed correctly 2. Start Arch ```sh sh run_demo.sh diff --git a/demos/network_agent/README.md b/demos/network_agent/README.md index 1da2d62e..2b019462 100644 --- a/demos/network_agent/README.md +++ b/demos/network_agent/README.md @@ -19,7 +19,7 @@ The assistant can perform several key operations, including rebooting devices, a # Starting the demo -1. Please make sure the [pre-requisites](../../../README.md?tab=readme-ov-file#prerequisites) are installed correctly +1. Please make sure the [pre-requisites](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites) are installed correctly 2. Start Arch ```sh sh run_demo.sh From 11fba23f1ff1e3a6bbb7723aefc74c453d855e4d Mon Sep 17 00:00:00 2001 From: Shuguang Chen <54548843+nehcgs@users.noreply.github.com> Date: Thu, 10 Oct 2024 22:30:54 -0700 Subject: [PATCH 06/10] Update doc (#178) * Update doc * Update links --- docs/source/build_with_arch/agent.rst | 10 +- .../agent/function-calling-agent.yaml | 2 +- docs/source/build_with_arch/rag.rst | 12 +-- docs/source/concepts/llm_provider.rst | 4 +- docs/source/concepts/prompt_target.rst | 2 +- .../concepts/tech_overview/error_target.rst | 2 - docs/source/concepts/tech_overview/prompt.rst | 51 +++++----- .../tech_overview/request_lifecycle.rst | 12 +-- .../concepts/tech_overview/terminology.rst | 2 +- docs/source/get_started/intro_to_arch.rst | 92 +++++++------------ docs/source/get_started/quickstart.rst | 2 +- docs/source/guides/function_calling.rst | 2 +- docs/source/guides/prompt_guard.rst | 2 +- docs/source/index.rst | 5 + 14 files changed, 82 insertions(+), 118 deletions(-) diff --git a/docs/source/build_with_arch/agent.rst b/docs/source/build_with_arch/agent.rst index 2e41f5fa..ffced78d 100644 --- a/docs/source/build_with_arch/agent.rst +++ b/docs/source/build_with_arch/agent.rst @@ -5,14 +5,14 @@ Agentic Workflow Arch helps you easily personalize your applications by calling application-specific (API) functions via user prompts. This involves any predefined functions or APIs you want to expose to users to perform tasks, -gather information, or manipulate data. This capability is generally referred to as **function calling**, where +gather information, or manipulate data. This capability is generally referred to as :ref:`function calling `, where you have the flexibility to support “agentic” apps tailored to specific use cases - from updating insurance claims to creating ad campaigns - via prompts. Arch analyzes prompts, extracts critical information from prompts, engages in lightweight conversation with the user to gather any missing parameters and makes API calls so that you can focus on writing business logic. -Arch does this via its purpose-built :ref:`Arch-Function ` - the fastest (200ms p90 - 10x faser than GPT-4o) -and cheapest (100x than GPT-40) function-calling LLM that matches performance with frontier models. +Arch does this via its purpose-built `Arch-Function `_ - the fastest (200ms p90 - 10x faser than GPT-4o) +and cheapest (100x than GPT-4o) function calling LLM that matches performance with frontier models. .. image:: includes/agent/function-calling-flow.jpg :width: 100% @@ -31,7 +31,7 @@ Step 1: Define Prompt Targets .. literalinclude:: includes/agent/function-calling-agent.yaml :language: yaml :linenos: - :emphasize-lines: 21-34 + :emphasize-lines: 19-49 :caption: Prompt Target Example Configuration Step 2: Process Request Parameters @@ -66,5 +66,5 @@ Example of Multiple Prompt Targets in YAML: .. literalinclude:: includes/agent/function-calling-agent.yaml :language: yaml :linenos: - :emphasize-lines: 21-34 + :emphasize-lines: 19-49 :caption: Prompt Target Example Configuration diff --git a/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml b/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml index 50264c1b..5e31615b 100644 --- a/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml +++ b/docs/source/build_with_arch/includes/agent/function-calling-agent.yaml @@ -46,7 +46,7 @@ prompt_targets: - name: time_range type: int description: Time range in days for which to gather device statistics. Defaults to 7. - default: "7" + default: 7 # Arch creates a round-robin load balancing between different endpoints, managed via the cluster subsystem. endpoints: diff --git a/docs/source/build_with_arch/rag.rst b/docs/source/build_with_arch/rag.rst index 3e50d603..9961b133 100644 --- a/docs/source/build_with_arch/rag.rst +++ b/docs/source/build_with_arch/rag.rst @@ -9,7 +9,7 @@ Retrieval-Augmented Generation (RAG) applications. Parameter Extraction for RAG ---------------------------- -To build RAG (Retrieval-Augmented Generation) applications, you can configure prompt targets with parameters, +To build RAG (Retrieval Augmented Generation) applications, you can configure prompt targets with parameters, enabling Arch to retrieve critical information in a structured way for processing. This approach improves the retrieval quality and speed of your application. By extracting parameters from the conversation, you can pull the appropriate chunks from a vector database or SQL-like data store to enhance accuracy. With Arch, you can @@ -37,12 +37,12 @@ Once the prompt targets are configured as above, handling those parameters is ----------------------------------------------------------------------------------------------------------------------------------------- Developers struggle to efficiently handle ``follow-up`` or ``clarification`` questions. Specifically, when users ask for changes or additions to previous responses their AI applications often generate entirely new responses instead of adjusting -previous ones.Arch offers **intent** tracking as a feature so that developers can know when the user has shifted away from a +previous ones. Arch offers ``intent tracking`` as a feature so that developers can know when the user has shifted away from a previous intent so that they can dramatically improve retrieval accuracy, lower overall token cost and improve the speed of their responses back to users. Arch uses its built-in lightweight NLI and embedding models to know if the user has steered away from an active intent. -Arch's intent-drift detection mechanism is based on its' :ref:`prompt_targets ` primtive. Arch tries to match an incoming +Arch's intent-drift detection mechanism is based on its :ref:`prompt target ` primtive. Arch tries to match an incoming prompt to one of the prompt_targets configured in the gateway. Once it detects that the user has moved away from an active active intent, Arch adds the ``x-arch-intent-marker`` headers to the request before sending it your application servers. @@ -50,15 +50,15 @@ active intent, Arch adds the ``x-arch-intent-marker`` headers to the request bef :language: python :linenos: :lines: 101-157 - :emphasize-lines: 14-24 + :emphasize-lines: 14-25 :caption: Intent Detection Example .. Note:: Arch is (mostly) stateless so that it can scale in an embarrassingly parrallel fashion. So, while Arch offers - intent-drift detetction, you still have to maintain converational state with intent drift as meta-data. The - following code snippets show how easily you can build and enrich conversational history with Langchain (in python), + intent-drift detetction, you still have to maintain converational state with intent drift as metadata. The + following code snippets show how easily you can build and enrich conversational history with Langchain (in Python), so that you can use the most relevant prompts for your retrieval and for prompting upstream LLMs. diff --git a/docs/source/concepts/llm_provider.rst b/docs/source/concepts/llm_provider.rst index 68b4ba61..498ee875 100644 --- a/docs/source/concepts/llm_provider.rst +++ b/docs/source/concepts/llm_provider.rst @@ -23,7 +23,7 @@ Below is an example of how you can configure ``llm_providers`` with an instance .. Note:: When you start Arch, it creates a listener port for egress traffic based on the presence of ``llm_providers`` configuration section in the ``arch_config.yml`` file. Arch binds itself to a local address such as - ``127.0.0.1:51001/v1``. + ``127.0.0.1:12000``. Arch also offers vendor-agnostic SDKs and libraries to make LLM calls to API-based LLM providers (like OpenAI, Anthropic, Mistral, Cohere, etc.) and supports calls to OSS LLMs that are hosted on your infrastructure. Arch @@ -40,7 +40,7 @@ Example: Using the OpenAI Python SDK from openai import OpenAI # Initialize the Arch client - client = OpenAI(base_url="http://127.0.0.1:51001/v1") + client = OpenAI(base_url="http://127.0.0.12000/") # Define your LLM provider and prompt llm_provider = "openai" diff --git a/docs/source/concepts/prompt_target.rst b/docs/source/concepts/prompt_target.rst index 8e0ac1c9..b489b0c1 100644 --- a/docs/source/concepts/prompt_target.rst +++ b/docs/source/concepts/prompt_target.rst @@ -80,7 +80,7 @@ Here is a full list of parameter attributes that Arch can support: Example Configuration ~~~~~~~~~~~~~~~~~~~~~ -.. code-block:: python +.. code-block:: yaml prompt_targets: - name: get_weather diff --git a/docs/source/concepts/tech_overview/error_target.rst b/docs/source/concepts/tech_overview/error_target.rst index cce92e57..e901ae5e 100644 --- a/docs/source/concepts/tech_overview/error_target.rst +++ b/docs/source/concepts/tech_overview/error_target.rst @@ -16,8 +16,6 @@ Key Concepts - **Error Message**: A clear, human-readable message describing the error. This should provide enough detail to inform users or developers of the root cause or required action. -- **Target Prompt**: The specific prompt or operation where the error occurred. Understanding where the error happened helps with debugging and pinpointing the source of the problem. - - **Parameter-Specific Errors**: Errors that arise due to invalid or missing parameters when invoking a function. These errors are critical for ensuring the correctness of inputs. diff --git a/docs/source/concepts/tech_overview/prompt.rst b/docs/source/concepts/tech_overview/prompt.rst index 5473941c..4cc9e56b 100644 --- a/docs/source/concepts/tech_overview/prompt.rst +++ b/docs/source/concepts/tech_overview/prompt.rst @@ -27,7 +27,7 @@ containing two key-value pairs: Prompt Guard ----------------- -Arch is engineered with :ref:`Arch-Guard `, an industry leading safety layer, powered by a +Arch is engineered with `Arch-Guard `_, an industry leading safety layer, powered by a compact and high-performimg LLM that monitors incoming prompts to detect and reject jailbreak attempts - ensuring that unauthorized or harmful behaviors are intercepted early in the process. @@ -50,7 +50,7 @@ Prompt Targets -------------- Once a prompt passes any configured guardrail checks, Arch processes the contents of the incoming conversation -and identifies where to forwad the conversation to via its ``prompt_targets`` primitve. Prompt targets are endpoints +and identifies where to forwad the conversation to via its ``prompt target`` primitve. Prompt targets are endpoints that receive prompts that are processed by Arch. For example, Arch enriches incoming prompts with metadata like knowing when a user's intent has changed so that you can build faster, more accurate RAG apps. @@ -67,48 +67,39 @@ Configuring ``prompt_targets`` is simple. See example below: Check :ref:`Prompt Target ` for more details! -Intent Detection and Prompt Matching: -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +Intent Matching +^^^^^^^^^^^^^^^ -Arch uses fast Natural Language Inference (NLI) and embedding approaches to first detect the intent of each -incoming prompt. This intent detection phase analyzes the prompt's content and matches it against predefined -prompt targets, ensuring that each prompt is forwarded to the most appropriate endpoint. Arch’s intent -detection framework considers both the name and description of each prompt target, and uses a composite matching -score between an NLI and cosine similarity to enchance accuracy in forwarding decisions. +Arch uses fast text embedding and intent recognition approaches to first detect the intent of each incoming prompt. +This intent matching phase analyzes the prompt's content and matches it against predefined prompt targets, ensuring that each prompt is forwarded to the most appropriate endpoint. +Arch’s intent matching framework considers both the name and description of each prompt target, and uses a composite matching score between embedding similarity and intent classification scores to enchance accuracy in forwarding decisions. -- **Embeddings**: By embedding the prompt and comparing it to known target vectors, Arch effectively identifies - the closest match, ensuring that the prompt is handled by the correct downstream service. +- **Intent Recognition**: NLI techniques further refine the matching process by evaluating the semantic alignment between the prompt and potential targets. -- **NLI**: NLI techniques further refine the matching process by evaluating the semantic alignment between the - prompt and potential targets. +- **Text Embedding**: By embedding the prompt and comparing it to known target vectors, Arch effectively identifies the closest match, ensuring that the prompt is handled by the correct downstream service. Agentic Apps via Prompt Targets ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -To support agentic apps, like scheduling travel plans or sharing comments on a document - via prompts, Arch uses -its function calling abilities to extract critical information from the incoming prompt (or a set of prompts) -needed by a downstream backend API or function call before calling it directly. For more details on how you can -build agentic applications using Arch, see our full guide :ref:`here `: +To support agentic apps, like scheduling travel plans or sharing comments on a document - via prompts, Arch uses its function calling abilities to extract critical information from the incoming prompt (or a set of prompts) needed by a downstream backend API or function call before calling it directly. +For more details on how you can build agentic applications using Arch, see our full guide :ref:`here `: .. Note:: - Arch :ref:`Arch-Function ` is the dedicated agentic model engineered in Arch to extract information from - a (set of) prompts and executes necessary backend API calls. This allows for efficient handling of agentic tasks, - such as scheduling data retrieval, by dynamically interacting with backend services. Arch-Function is a flagship 1.3 - billion parameter model that matches performance with frontier models like Claude Sonnet 3.5 ang GPT-4, while - being 100x cheaper ($0.05M/token hosted) and 10x faster (p50 latencies of 200ms). + `Arch-Function `_ is a collection of dedicated agentic models engineered in Arch to extract information from a (set of) prompts and executes necessary backend API calls. + This allows for efficient handling of agentic tasks, such as scheduling data retrieval, by dynamically interacting with backend services. + Arch-Function achieves state-of-the-art performance, comparable with frontier models like Claude Sonnet 3.5 ang GPT-4, while being 100x cheaper ($0.05M/token hosted) and 10x faster (p50 latencies of 200ms). Prompting LLMs -------------- -Arch is a single piece of software that is designed to manage both ingress and egress prompt traffic, drawing its -distributed proxy nature from the robust `Envoy `_. This makes it extremely efficient and capable -of handling upstream connections to LLMs. If your application is originating code to an API-based LLM, simply use -the OpenAI client and configure it with Arch. By sending traffic through Arch, you can propagate traces, manage and monitor -traffic, apply rate limits, and utilize a large set of traffic management capabilities in a centralized way. +Arch is a single piece of software that is designed to manage both ingress and egress prompt traffic, drawing its distributed proxy nature from the robust `Envoy `_. +This makes it extremely efficient and capable of handling upstream connections to LLMs. +If your application is originating code to an API-based LLM, simply use the OpenAI client and configure it with Arch. +By sending traffic through Arch, you can propagate traces, manage and monitor traffic, apply rate limits, and utilize a large set of traffic management capabilities in a centralized way. .. Attention:: When you start Arch, it automatically creates a listener port for egress calls to upstream LLMs. This is based on the ``llm_providers`` configuration section in the ``arch_config.yml`` file. Arch binds itself to a local address such as - 127.0.0.1:12000/v1. + ``127.0.0.1:12000``. Example: Using OpenAI Client with Arch as an Egress Gateway @@ -119,7 +110,7 @@ Example: Using OpenAI Client with Arch as an Egress Gateway import openai # Set the OpenAI API base URL to the Arch gateway endpoint - openai.api_base = "http://127.0.0.1:12000/v1" + openai.api_base = "http://127.0.0.1:12000" # No need to set openai.api_key since it's configured in Arch's gateway @@ -132,5 +123,5 @@ Example: Using OpenAI Client with Arch as an Egress Gateway print("OpenAI Response:", response.choices[0].text.strip()) In these examples, the OpenAI client is used to send traffic directly through the Arch egress proxy to the LLM of your choice, such as OpenAI. -The OpenAI client is configured to route traffic via Arch by setting the proxy to ``127.0.0.1:51001``, assuming Arch is running locally and bound to that address and port. +The OpenAI client is configured to route traffic via Arch by setting the proxy to ``127.0.0.1:12000``, assuming Arch is running locally and bound to that address and port. This setup allows you to take advantage of Arch's advanced traffic management features while interacting with LLM APIs like OpenAI. diff --git a/docs/source/concepts/tech_overview/request_lifecycle.rst b/docs/source/concepts/tech_overview/request_lifecycle.rst index dd6084ee..dd3bcc8f 100644 --- a/docs/source/concepts/tech_overview/request_lifecycle.rst +++ b/docs/source/concepts/tech_overview/request_lifecycle.rst @@ -87,8 +87,6 @@ Today, only support a static bootstrap configuration file for simplicity today: Request Flow (Ingress) ---------------------- -Overview -^^^^^^^^ A brief outline of the lifecycle of a request and response using the example configuration above: 1. **TCP Connection Establishment**: @@ -105,7 +103,7 @@ A brief outline of the lifecycle of a request and response using the example con intent matching via is **prompt-handler** subsystem using the name and description of the defined prompt targets, determining which endpoint should handle the prompt. -4. **Parameter Gathering with Arch-FC**: +4. **Parameter Gathering with Arch-Function**: If a prompt target requires specific parameters, Arch engages Arch-FC to extract the necessary details from the incoming prompt(s). This process gathers the critical information needed for downstream API calls. @@ -115,7 +113,7 @@ A brief outline of the lifecycle of a request and response using the example con 6. **Default Summarization by Upstream LLM**: By default, if no specific endpoint processing is needed, the prompt is sent to an upstream LLM for summarization. - This ensures that responses are concise and relevant, enhancing user experience in RAG (Retrieval-Augmented Generation) + This ensures that responses are concise and relevant, enhancing user experience in RAG (Retrieval Augmented Generation) and agentic applications. 7. **Error Handling and Forwarding**: @@ -134,11 +132,7 @@ A brief outline of the lifecycle of a request and response using the example con Request Flow (Egress) --------------------- -Overview --------- - -A brief outline of the lifecycle of a request and response in the context of egress traffic from an application -to Large Language Models (LLMs) via Arch: +A brief outline of the lifecycle of a request and response in the context of egress traffic from an application to Large Language Models (LLMs) via Arch: 1. **HTTP Connection Establishment to LLM**: Arch initiates an HTTP connection to the upstream LLM service. This connection is handled by Arch’s egress listener diff --git a/docs/source/concepts/tech_overview/terminology.rst b/docs/source/concepts/tech_overview/terminology.rst index eb461b95..2f1c9c6d 100644 --- a/docs/source/concepts/tech_overview/terminology.rst +++ b/docs/source/concepts/tech_overview/terminology.rst @@ -29,7 +29,7 @@ networking operations (auth, tls, observability, etc) and the second process to decisions on how to accept, handle and forward prompts. The second process is optional, as the model serving sevice could be hosted on a different network (an API call). But these two processes are considered a single instance of Arch. -**Prompt Target**: Arch offers a primitive called :ref:`prompt_target ` to help separate business logic from undifferentiated +**Prompt Target**: Arch offers a primitive called :ref:`prompt target ` to help separate business logic from undifferentiated work in building generative AI apps. Prompt targets are endpoints that receive prompts that are processed by Arch. For example, Arch enriches incoming prompts with metadata like knowing when a request is a follow-up or clarifying prompt so that you can build faster, more accurate retrieval (RAG) apps. To support agentic apps, like scheduling travel plans or diff --git a/docs/source/get_started/intro_to_arch.rst b/docs/source/get_started/intro_to_arch.rst index 63931b84..7f61b4f9 100644 --- a/docs/source/get_started/intro_to_arch.rst +++ b/docs/source/get_started/intro_to_arch.rst @@ -3,13 +3,8 @@ Intro to Arch ============= -Arch is an intelligent `(Layer 7) `_ gateway -designed for generative AI apps, AI agents, and Co-pilots that work with prompts. Engineered with purpose-built -large language models (LLMs), Arch handles all the critical but undifferentiated tasks related to the handling and -processing of prompts, including detecting and rejecting `jailbreak `_ -attempts, intelligently calling “backend” APIs to fulfill the user's request represented in a prompt, routing to -and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions -in a centralized way. +Arch is an intelligent `(Layer 7) `_ gateway designed for generative AI apps, AI agents, and AI copilots that work with prompts. +Engineered with purpose-built large language models (LLMs), Arch handles all the critical but undifferentiated tasks related to the handling and processing of prompts, including detecting and rejecting jailbreak attempts, intelligently calling “backend” APIs to fulfill the user's request represented in a prompt, routing to and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions in a centralized way. .. image:: /_static/img/arch-logo.png :width: 100% @@ -21,70 +16,51 @@ in a centralized way. including secure handling, intelligent routing, robust observability, and integration with backend (API) systems for personalization - all outside business logic.* +In practice, achieving the above goal is incredibly difficult. +Arch attempts to do so by providing the following high level features: -In practice, achieving the above goal is incredibly difficult. Arch attempts to do so by providing the -following high level features: +**Out-of-process architecture, built on** `Envoy `_: +Arch is takes a dependency on Envoy and is a self-contained process that is designed to run alongside your application servers. +Arch uses Envoy's HTTP connection management subsystem, HTTP L7 filtering and telemetry capabilities to extend the functionality exclusively for prompts and LLMs. +This gives Arch several advantages: -_____________________________________________________________________________________________________________ +* Arch builds on Envoy's proven success. Envoy is used at masssive sacle by the leading technology companies of our time including `AirBnB `_, `Dropbox `_, `Google `_, `Reddit `_, `Stripe `_, etc. Its battle tested and scales linearly with usage and enables developers to focus on what really matters: application features and business logic. -**Out-of-process architecture, built on** `Envoy `_: Arch is takes a dependency on -Envoy and is a self-contained process that is designed to run alongside your application servers. Arch uses -Envoy's HTTP connection management subsystem, HTTP L7 filtering and telemetry capabilities to extend the -functionality exclusively for prompts and LLMs. This gives Arch several advantages: +* Arch works with any application language. A single Arch deployment can act as gateway for AI applications written in Python, Java, C++, Go, Php, etc. -* Arch builds on Envoy's proven success. Envoy is used at masssive sacle by the leading technology companies of - our time including `AirBnB `_, `Dropbox `_, - `Google `_, `Reddit `_, `Stripe `_, - etc. Its battle tested and scales linearly with usage and enables developers to focus on what really matters: - application features and business logic. +* Arch can be deployed and upgraded quickly across your infrastructure transparently without the horrid pain of deploying library upgrades in your applications. -* Arch works with any application language. A single Arch deployment can act as gateway for AI applications - written in Python, Java, C++, Go, Php, etc. +**Engineered with Fast LLMs:** Arch is engineered with specialized tiny LLMs that are desgined for fast, cost-effective and acurrate handling of prompts. +These LLMs are designed to be best-in-class for critcal prompt-related tasks like: -* Arch can be deployed and upgraded quickly across your infrastructure transparently without the horrid pain - of deploying library upgrades in your applications. +* **Function Calling:** Arch helps you easily personalize your applications by enabling calls to application-specific (API) operations via user prompts. + This involves any predefined functions or APIs you want to expose to users to perform tasks, gather information, or manipulate data. + With function calling, you have flexibility to support "agentic" experiences tailored to specific use cases - from updating insurance claims to creating ad campaigns - via prompts. + Arch analyzes prompts, extracts critical information from prompts, engages in lightweight conversation to gather any missing parameters and makes API calls so that you can focus on writing business logic. + For more details, read :ref:`Function Calling `. -**Engineered with Fast LLMs:** Arch is engineered with specialized (sub-billion) LLMs that are desgined for -fast, cost-effective and acurrate handling of prompts. These LLMs are designed to be -best-in-class for critcal prompt-related tasks like: +* **Prompt Guard:** Arch helps you improve the safety of your application by applying prompt guardrails in a centralized way for better governance hygiene. + With prompt guardrails you can prevent ``jailbreak attempts`` present in user's prompts without having to write a single line of code. + To learn more about how to configure guardrails available in Arch, read :ref:`Prompt Guard `. -* **Function/API Calling:** Arch helps you easily personalize your applications by enabling calls to - application-specific (API) operations via user prompts. This involves any predefined functions or APIs - you want to expose to users to perform tasks, gather information, or manipulate data. With function calling, - you have flexibility to support "agentic" experiences tailored to specific use cases - from updating insurance - claims to creating ad campaigns - via prompts. Arch analyzes prompts, extracts critical information from - prompts, engages in lightweight conversation to gather any missing parameters and makes API calls so that you can - focus on writing business logic. For more details, read :ref:`prompt processing `. +* **[Coming Soon] Intent-Markers:** Developers struggle to handle ``follow-up`` or ``clarifying`` questions. + Specifically, when users ask for modifications or additions to previous responses their AI applications often generate entirely new responses instead of adjusting the previous ones. + Arch offers intent-markers as a feature so that developers know when the user has shifted away from the previous intent so that they can improve their retrieval, lower overall token cost and dramatically improve the speed and accuracy of their responses back to users. + For more details :ref:`intent markers `. -* **Prompt Guardrails:** Arch helps you improve the safety of your application by applying prompt guardrails in - a centralized way for better governance hygiene. With prompt guardrails you can prevent `jailbreak `_ - attempts or toxicity present in user's prompts without having to write a single line of code. To learn more - about how to configure guardrails available in Arch, read :ref:`prompt processing `. +**Traffic Management:** Arch offers several capabilities for LLM calls originating from your applications, including smart retries on errors from upstream LLMs, and automatic cutover to other LLMs configured in Arch for continuous availability and disaster recovery scenarios. +Arch extends Envoy's `cluster subsystem `_ to manage upstream connections to LLMs so that you can build resilient AI applications. -* **[Coming Soon] Intent-Markers:** Developers struggle to handle `follow-up `_, - or `clarifying `_ - questions. Specifically, when users ask for modifications or additions to previous responses their AI applications - often generate entirely new responses instead of adjusting the previous ones. Arch offers intent-markers as a - feature so that developers know when the user has shifted away from the previous intent so that they can improve - their retrieval, lower overall token cost and dramatically improve the speed and accuracy of their responses back - to users. For more details :ref:`intent markers` - -**Traffic Management:** Arch offers several capabilities for LLM calls originating from your applications, including smart -retries on errors from upstream LLMs, and automatic cutover to other LLMs configured in Arch for continuous availability -and disaster recovery scenarios. Arch extends Envoy's `cluster subsystem `_ -to manage upstream connections to LLMs so that you can build resilient AI applications. - -**Front/edge Gateway:** There is substantial benefit in using the same software at the edge (observability, -traffic shaping alogirithms, applying guardrails, etc.) as for outbound LLM inference use cases. Arch has the feature set -that makes it exceptionally well suited as an edge gateway for AI applications. This includes TLS termination, applying -guardrail early in the pricess, intelligent parameter gathering from prompts, and prompt-based routing to backend APIs. +**Front/edge Gateway:** There is substantial benefit in using the same software at the edge (observability, traffic shaping alogirithms, applying guardrails, etc.) as for outbound LLM inference use cases. +Arch has the feature set that makes it exceptionally well suited as an edge gateway for AI applications. +This includes TLS termination, applying guardrail early in the pricess, intelligent parameter gathering from prompts, and prompt-based routing to backend APIs. **Best-In Class Monitoring:** Arch offers several monitoring metrics that help you understand three critical aspects of your application: latency, token usage, and error rates by an upstream LLM provider. Latency measures the speed at which your application is responding to users, which includes metrics like time to first token (TFT), time per output token (TOT) metrics, and the total latency as perceived by users. -**End-to-End Tracing:** Arch propagates trace context using the W3C Trace Context standard, specifically through the -``traceparent`` header. This allows each component in the system to record its part of the request flow, enabling **end-to-end tracing** -across the entire application. By using OpenTelemetry, Arch ensures that developers can capture this trace data consistently and -in a format compatible with various observability tools. For more details, read :ref:`tracing `. +**End-to-End Tracing:** Arch propagates trace context using the W3C Trace Context standard, specifically through the ``traceparent`` header. +This allows each component in the system to record its part of the request flow, enabling end-to-end tracing across the entire application. +By using OpenTelemetry, Arch ensures that developers can capture this trace data consistently and in a format compatible with various observability tools. +For more details, read :ref:`Tracing `. diff --git a/docs/source/get_started/quickstart.rst b/docs/source/get_started/quickstart.rst index 23a76379..1d6ff635 100644 --- a/docs/source/get_started/quickstart.rst +++ b/docs/source/get_started/quickstart.rst @@ -16,7 +16,7 @@ Before you begin, ensure you have the following: - ``Docker`` & ``Python`` installed on your system - ``API Keys`` for LLM providers (if using external LLMs) -The fastest way to get started using Arch is to use `katanemo/arch `_ pre-built binaries. +The fastest way to get started using Arch is to use `katanemo/archgw `_ pre-built binaries. You can also build it from source. diff --git a/docs/source/guides/function_calling.rst b/docs/source/guides/function_calling.rst index 907326a0..cb09bc6b 100644 --- a/docs/source/guides/function_calling.rst +++ b/docs/source/guides/function_calling.rst @@ -35,7 +35,7 @@ Function Calling Workflow Arch-Function ------------------------- -The `Arch-Function `_ collection of large language models (LLMs) is a collection state-of-the-art (SOTA) LLMs specifically designed for **function calling** tasks. +The `Arch-Function `_ collection of large language models (LLMs) is a collection state-of-the-art (SOTA) LLMs specifically designed for **function calling** tasks. The models are designed to understand complex function signatures, identify required parameters, and produce accurate function call outputs based on natural language prompts. Achieving performance on par with GPT-4, these models set a new benchmark in the domain of function-oriented tasks, making them suitable for scenarios where automated API interaction and function execution is crucial. diff --git a/docs/source/guides/prompt_guard.rst b/docs/source/guides/prompt_guard.rst index e6e2beaf..2f9bbd01 100644 --- a/docs/source/guides/prompt_guard.rst +++ b/docs/source/guides/prompt_guard.rst @@ -39,7 +39,7 @@ Arch-Guard is designed to address this challenge. What Is Arch-Guard ~~~~~~~~~~~~~~~~~~ -`Arch-Guard `_ is a robust classifier model specifically trained on a diverse corpus of prompt attacks. +`Arch-Guard `_ is a robust classifier model specifically trained on a diverse corpus of prompt attacks. It excels at detecting explicitly malicious prompts, providing an essential layer of security for LLM applications. By embedding Arch-Guard within the Arch architecture, we empower developers to build robust, LLM-powered applications while prioritizing security and safety. With Arch-Guard, you can navigate the complexities of prompt management with confidence, knowing you have a reliable defense against malicious input. diff --git a/docs/source/index.rst b/docs/source/index.rst index 1079b99e..bda66032 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -23,6 +23,7 @@ Arch (built by the contributors of `Envoy `_ ) was b .. toctree:: :caption: Get Started :titlesonly: + :maxdepth: 2 get_started/overview get_started/intro_to_arch @@ -33,6 +34,7 @@ Arch (built by the contributors of `Envoy `_ ) was b .. toctree:: :caption: Concepts :titlesonly: + :maxdepth: 2 concepts/tech_overview/tech_overview concepts/llm_provider @@ -43,6 +45,7 @@ Arch (built by the contributors of `Envoy `_ ) was b .. toctree:: :caption: Guides :titlesonly: + :maxdepth: 2 guides/prompt_guard guides/function_calling @@ -53,6 +56,7 @@ Arch (built by the contributors of `Envoy `_ ) was b .. toctree:: :caption: Build with Arch :titlesonly: + :maxdepth: 2 build_with_arch/agent build_with_arch/rag @@ -62,5 +66,6 @@ Arch (built by the contributors of `Envoy `_ ) was b .. toctree:: :caption: Resources :titlesonly: + :maxdepth: 2 resources/configuration_reference From f72588c6dadb870df0500063f9e0c515199e6b9b Mon Sep 17 00:00:00 2001 From: Adil Hafeez Date: Thu, 10 Oct 2024 23:34:21 -0700 Subject: [PATCH 07/10] fix lint --- demos/function_calling/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/demos/function_calling/README.md b/demos/function_calling/README.md index 41ac7242..5334d4a5 100644 --- a/demos/function_calling/README.md +++ b/demos/function_calling/README.md @@ -5,7 +5,7 @@ This demo shows how you can use Arch's core function calling capabilites. 1. Please make sure the [pre-requisites](https://github.com/katanemo/arch/?tab=readme-ov-file#prerequisites) are installed correctly 2. Start Arch -3. +3. ```sh sh run_demo.sh ``` From 5e22c24f7708001afa5d4d3e35b208296916bff6 Mon Sep 17 00:00:00 2001 From: Salman Paracha Date: Sat, 12 Oct 2024 18:02:03 -0700 Subject: [PATCH 08/10] minor changes to the README to highlight what Arch is designed to do in a single line (#182) Co-authored-by: Salman Paracha --- README.md | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 25685f18..f5447c81 100644 --- a/README.md +++ b/README.md @@ -4,14 +4,16 @@ ## Build fast, robust, and personalized GenAI apps (agents, assistants, etc.) -Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) gateway designed for generative AI apps, AI agents, and co-pilots that work with prompts. Engineered with purpose-built LLMs, Arch handles the critical but undifferentiated tasks related to the handling and processing of prompts, including detecting and rejecting [jailbreak](https://github.com/verazuo/jailbreak_llms) attempts, intelligently calling "backend" APIs to fulfill the user's request represented in a prompt, routing to and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions in a centralized way. +Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) gateway designed to protect, observe, and personalize LLM apps with your APIs. + +Engineered with purpose-built LLMs, Arch handles the critical but undifferentiated tasks related to the handling and processing of prompts, including detecting and rejecting [jailbreak](https://github.com/verazuo/jailbreak_llms) attempts, intelligently calling "backend" APIs to fulfill the user's request represented in a prompt, routing to and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions in a centralized way. Arch is built on (and by the core contributors of) [Envoy Proxy](https://www.envoyproxy.io/) with the belief that: >Prompts are nuanced and opaque user requests, which require the same capabilities as traditional HTTP requests including secure handling, intelligent routing, robust observability, and integration with backend (API) systems for personalization – all outside business logic.* **Core Features**: - - Built on [Envoy](https://envoyproxy.io): Arch runs alongside application servers, and builds on top of Envoy's proven HTTP management and scalability features to handle ingress and egress traffic related to prompts and LLMs + - Built on [Envoy](https://envoyproxy.io): Arch runs alongside application servers, and builds on top of Envoy's proven HTTP management and scalability features to handle ingress and egress traffic related to prompts and LLMs. - Function Calling for fast Agentic and RAG apps. Engineered with purpose-built [LLMs](https://huggingface.co/collections/katanemo/arch-function-66f209a693ea8df14317ad68) to handle fast, cost-effective, and accurate prompt-based tasks like function/API calling, and parameter extraction from prompts. - Prompt [Guard](https://huggingface.co/collections/katanemo/arch-guard-6702bdc08b889e4bce8f446d): Arch centralizes prompt guardrails to prevent jailbreak attempts and ensure safe user interactions without writing a single line of code. - Traffic Management: Arch manages LLM calls, offering smart retries, automatic cutover, and resilient upstream connections for continuous availability. @@ -35,7 +37,7 @@ Follow this guide to learn how to quickly set up Arch and integrate it into your Before you begin, ensure you have the following: -- `Docker` & `Python` verion 3.10 installed on your system +- `Docker` & `Python` installed on your system - `API Keys` for LLM providers (if using external LLMs) ### Step 1: Install Arch @@ -69,7 +71,7 @@ llm_providers: - name: OpenAI provider: openai access_key: OPENAI_API_KEY - model: gpt-3.5-turbo + model: gpt-4o default: true stream: true @@ -109,15 +111,12 @@ Make outbound calls via Arch import openai # Set the OpenAI API base URL to the Arch gateway endpoint -openai.api_base = "http://127.0.0.1:12000/" +openai.api_base = "http://127.0.0.1:51001/v1" # No need to set openai.api_key since it's configured in Arch's gateway # Use the OpenAI client as usual -# we set api_key to '--' becasue openai client would fail to initiate request without it. Just pass any -# dummy value here since arch gateway will properly pass access key before making outbound call. response = openai.Completion.create( - api_key="--", model="text-davinci-003", prompt="What is the capital of France?" ) From bfb549b0755f40bc1ede4170c9117077fa56f3f0 Mon Sep 17 00:00:00 2001 From: Salman Paracha Date: Sun, 13 Oct 2024 20:46:12 -0700 Subject: [PATCH 09/10] ensuring that logo appears in dark mode (#184) Co-authored-by: Salman Paracha --- README.md | 4 ++-- docs/source/_static/img/arch-logo.png | Bin 342724 -> 334876 bytes docs/source/index.rst | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index f5447c81..44c49bc3 100644 --- a/README.md +++ b/README.md @@ -2,9 +2,9 @@ Arch Gateway Logo

-## Build fast, robust, and personalized GenAI apps (agents, assistants, etc.) +## Build fast, robust, and personalized AI agents. -Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) gateway designed to protect, observe, and personalize LLM apps with your APIs. +Arch is an intelligent [Layer 7](https://www.cloudflare.com/learning/ddos/what-is-layer-7/) gateway designed to protect, observe, and personalize LLM applications (agents, assistants, co-pilots) with your APIs. Engineered with purpose-built LLMs, Arch handles the critical but undifferentiated tasks related to the handling and processing of prompts, including detecting and rejecting [jailbreak](https://github.com/verazuo/jailbreak_llms) attempts, intelligently calling "backend" APIs to fulfill the user's request represented in a prompt, routing to and offering disaster recovery between upstream LLMs, and managing the observability of prompts and LLM interactions in a centralized way. diff --git a/docs/source/_static/img/arch-logo.png b/docs/source/_static/img/arch-logo.png index 183f6ee99c18a308ae8a357c89ae0c764c0c85dc..f1d11f6285bdf047aaf390e94942a5a857568f21 100644 GIT binary patch literal 334876 zcmeFZby!qe`^Qa5H_}p)l0%nBD$w~M?*s+Qn{_9 zgNBCVhlYlkjEjvrqpFsF1@!~_o|>`}+PCxn>5bVjXlPPJmKF*I=RfV-VE0fp7*Rj1 zEQOpb(8$n81JTg(&?J(aF~6Tc)q3!wmhx}4V1KOT=Hejb<_58nlCS_+3t39s;}aCN zvfvXD6cXc;5SEbS6BHMd5Er$wvbrZKgz5`_??-djerwJG{-;j)E#Ppliz~#@0ge*j z9sfaa&(Y=20$U5XE&n}7Pw;oa2TN3?mzEaxHr8-k3n5W4@b{v4-dA7;3m6z4WQCeF zTdQ-C0kgWAo%F1rYK?_N)4rg_GzPypp81$!T`YdDL>eh>?ZnMQk%STaYNI5GT+#RDo47v;&+owxq2J5pmkSll=y}h|U1U8h z2ybGoTOgzwDfnqHiDItYAp4_GQAk_Tey(zCF*HTn|>LXqI zHTqKnQ?O&_U3S7PjXEZL?F)qr;*TwzNG@+#^mj1bpE+XQHhUrmU7)Hg8p?WGeB|YP zp|F~QPS3=@;}tnMkdyfC&6j-A)QukpuF?3e-+m&Ddt>ZEVU=@bie}6-zaubY|CujfW$6pTJMY28E84R2AxcC~i z?e4a*yghRfd!8d--qa2Gl)iiU%_EiD_oSX=jFrVwUf82!2&-8ESEcv;lN0WkhB)s` zcwS)7hIaFA@6c_`sRHPQLJKKPg{oQ`z8a?9z<_5!*pwd%%CYMq+n0>l7QZNWU1zrcxTqs1e z6Ct00q`lR1=3YIi6`NFhjCasngdfik^K38AxcJV6LYMXyIh&6!XYgnfUYuz4XH&O2 zB%rH2sYqfVrUJK--@j0}m-4mpo54%bYRfZ33@gPDpFxJ4V7Yc=^ zTPzqa&ow;|N^iVBc}*2=US;GgfgeyEydf8;L??HlkV$8lIx+Xfn@3KXUE6C3vNdB;>ZFHeVcwntx~ zTVs%AvlOA=<4PWWp}BUToKBLM`?C&Q3chbAw|p+_kwj|AYU*CXbJ5#%4jJSDemAvW zct(ZDm9_FejQn(m*!@CbZ_sC$XWJB+0PVCm5E%hWduLR%j&=u0E<9rS;whK%g+khw z2(A3STRn!px+U%IHX4HuxKgh=7F@@WcjP7!4Y?QrXG}elbjI6gUT(8=qkbxt`>W$~ zN{Y!i+te36|nnGc7x3YurnjVzWPO3ly$Q;0V*?LWBG|>k3fT+yh!NGwz{6%)xZyp_@^8YMnm-+&pj4MFG;JGb7!`qIBY|W^ zKs`myEHR`lp=-7<zrdIh?i- zC#a<(%*oLK)uxs;szt?rc0VmFziWRCf&6?388$yo2BO??w;xTgeZLSPOZz{2u$J}~ z5E!aAOqFwW_Ak!sUyT<6huAn+xVpK3J=Ni0du!J74yNj?z^0GLn0LPV5L&=L%`vKE&R615O^{C)vu zHed&^i-oJBi@OHI(!~+(XzgmI1U_#c>>?n@4{-grYGx1zYsa8Wu!WP8ij^muC|F2b zQWPxAX9@Slmj&icbVAB+4f#jvBj!mAE9>3VhE(NZiuK9qa-}-EvFRuT@f z2KHlAd@j|h3{2`*@36J|;%Ios7-gPB)1_ux5irkp$95>uqM`8&{4hGMA4c~Vapv#q z9%Xnu8Rv#K7^0McF2VNF##7YN)&k;i-w^v6AQ+n+5R65Xj){Sefk7dRs?5G5tMQN? zJx~?(9d!gC!p7qcyB&5!gpN*l2@L=gBmm%HW9ngHQ()-b6=VclIX}Rsp!|K+GAlZ| zI60y$1+@SLIRWhF<(L$V|0=($sKl&z{!FlNaD_AL+?8imlm{?U6A1|m3IZerB?W~6 zl18XQ5kUaz%x{MP*FW}40U$eX7ncHG9~J7NZmuh;Gg1KY`AHlK938L~%+bN>ABXp2 z_?Q!*%s1OkgyxBCLgyzKIMR79l{q)8 zSXv(XW!i)-1-LI;RTrWCMu17+^dLz4sjRZQ(!ff#D;_n2j!nsf4q6x{&?chk$OJ#M z`q`HcdY3hdliuh_tpRJA1U}P! z>NL+>+2{YZz0k@A2!Chxtn|slkcWn!dhIohimmE|Pg~t%F!4&?QdmeTEa|al5J@W% zw}wfeYjG$oEA!?IW|-3YyX)S1hzBWmr_K0jjbUniP{mqOWL#TNU?(mRW$Ux*Tr4~x8GpQ8nSSKj+CQp#)@q!lA}3j*cE?Z0C7}6a^({RH zCOR7Wt6+3>)E&7Ephew%26lAxZ&)O#yGFo+jgEyLEUqq%j`w|GFp!)VVPRsRwE!5- zs}f^TVO{3h*>qysW#Sh~cTiXsZjB1+Xs-b0F)J=K7Y3Z)OVC6oS%{BM^y#bW80O9%NP@GQ>1_15X6^}A`%wP<3G}!dMaaXvki||)%JrLxWgJ`-iLRY&qDr!$Wp^Y})QQG&|Zz0huPiE4rvhy-?jOmWC1{ z=GqXIpcRKfB@Q(m=|Z24wp`O>`r|SDHR4q;}8n#^Y?R&xIy+wK4Z0=w_d(p)UT^YpH=# zjZ@R+8D&n(wP??hpZ4P>e)Oqzv9@|EwJEpxE>>-DfG&<6#J+tt8*0Kn;zu@Kd5Fn` zM;y|Y2p!GByhcb9%Ie%%yMNWmH?Ll9Jkp90XV!++=5g$N@n4*KAz8<%4K~~D?-;Z$Fs~JVmRY@2NE8m9cD8++C}63 zNyg0sQOqVYeWWJZ(3(b1>%1UsJCvgrCLr1xzMO4$#m=OeF|q;eN^E2Dx>BIXT#)`u z!lS-;sOMRhBmS3p2X^W8*Q)j+>(4YV?FGBp2)UFqJ#Tiqg+J)UG#dT76Pi0O=tQ(` zQP3a*fLT6>lw7nek1vl7OxwFYYKT3GV#Oee6?MO`0&8G&)*JuoJ(BON!1}j^12FsJ zGy9)d0RZr$mLZB2oWI)%^IbP5Cwnhu#dBbNM}>}~qbrIR%t8Pmq3_T@eGwD~07OKE z#8A)>`Ee+Ee)zuzt6+?)zh3KiEMSnJuz-P&ac(UL_D{&YNOAiKtaq;qkFUk_i=vy7 zndRP!^JC21V7|YMPUZ0wEni*y&Q^ZGkjT^A?T|L&2nSJT1%|8M1a38S4BDob+OZli zG=jNLxDpLt?R){g0#OMhD~@@xl_p#n2t|7xP+%SXNvYgsecIWW=EbP%o8?^ft=2h{ ztYR*6zj!0|(NDhLWYp#8$TLKFMJWNtw{L&gB0RzQK>YFxE1(jFyfD~325c4?0JF%ja~H<7zW zuEesTzJ;kaB_<~`H5)z>5aIP@s~sPv;76eY6ZLMcfcl z|5i6-Y!W11y413!#q8jc%4YO#?|D2jBv*v9VBJ(NL)S*~VoIEJ8+nw7Y0-X!p<*(c}Rnzdy?_0WeXI z^gqCipxjovc%pdIDa(DF<)~YU3a9@wiZ$P11_oFHEYi)=O~OF`2$+9|*>^KNr`Nfm z{?4*>CgyqB?L z($lidrdZ#NSM+2;vxW2=>&a_3x}5{lbi|Jm-R@RuwUpXvquWXmd^uSN+DB6k((lY7 zYK~4fAC16~R2)=glEQUOR>9Ql@3+Uhf_6QAJClCsAz=%J^GLhTbLcc-9HluX_z0c! zNa@{TbOD}zM>l3Hy+LM_RFxEWPxF~XzC@VWCEsGUNXJH#gwL|RIaygK2=HBt}X_P_z2-@-`rj%?C1BATVLX! zbUUVBx=}Q(s(<~f@)rW^!bsg|`nd!VR+{`(IC4Ton*MMA5fgu7S&58iE_g>?lIK|I zxJLegy0$v!Hv2-l9a*Wy!tS2tT7gC<__jn;4|~chzJ6hlAg{&q9l!2|Zl3lO+#^0} zjAB1a;&d%*jc?`;gFWHnlVU2=0u`!v%XoYpGJ8du7Kb}5=BEgqWU*g#r5#1vD^?WjZc^UG>%Gm-(waOh z)Fko5LQ7a`Dztppin&v(tDYOqCH34f=W_-~LCLd8c$|N8^@C%mPyqg&H5 zS&6i!NV48zaDEJ2Wgkpp+TuhHZuS^^E_|Qnc9M3gPn=a-{~NQL--MEvsi_-1H{9aQ zq)?`QMLg-2YBYXH@vUb!gdcLB)GP^E?yCvFxdQx9in^E$|RnL99{=)&u zuVHMw*ZfjITS+bop?pZK@yd49p7B~D-d?Xa%X_>5+SMq)Er_%&7LV^EzEMk)RoJLx zY9say(53(xhzpvnlWA+Jp1E4o%i63i<~$K}Q#-OVtoPg9H#LgoY@0aVFDp*k@fm#H z>xc@j<1&Q=J_CI&osb;uSXy|9<$ot&f6>lLS!MO}`s>4V#k*f8-mtQbu}@I&a#zbf zpZ2(-?s>)TI5BF?j?%-UP$i_7RIWYYHpxgFV_-5oLm~syaY%!?zfy7jh~JY$^QfU2 zJOPU)05wmqa&jhEeU|iv%Z#!NZjSEVCF9q7Gr78RO@I1Mh9^9lK;WRmO>FJSAS}|$ zq>fJF+YBvw&ftfE(cQI22mAxwF%(J3(Vk#SFRZsasc8{Xdsc*BQ91ulQNS$AyR0=1 zaH^YhRYyJ~J()t^jK0P_nGN?uI^EA<3xzPZ!N`dgybiey`$qGZf)>+DAMoKu5R~>I z?8S;xk1=h=<>9&cH*1{D4QPg`c)@i8m!_Y+(v## z$EHeO^ER1nR~oGs&;zn>rxMPSkRw|Hih(BY9}+v~0?FrVlXI*XE0trP74q@TdyYJI>!GGns6Bn~pG+pgG}x5V*h5~6|RIvG7X_DVJw_HTAE zxqFMp;Z=h9XlR7B2bFvAr*|}1;9Zln55<}eclsVQ zJzE8w@-Df_Dww}@UV4!RZ%^wSsIg~V)#hR#R_s2=rI%ZK9lx+Z^6r^HR$M#c4U_(eMi`hyr&TrlzE$7k?vFZNWIT`^~;)!CCFSJ_B;el^mW>vJoPE__M?w<0v^ zvV9&}v0Q#-cyE=YG5k2%8kOGCg}Y`zT;Z;|j!>`zJSfA`-NN3Gnja8M%?f!viqQR z0q1o6CTCk5@C%TJ1my*x(prKd0AV2!fQV6gFa;(mu4+KVRhd8VLr`ShU{n_n8~*-y z1#3?D4?z_HYN(cf463LBl;=ScJ_WH7#0H{>a*ueKRU9n&1*HL!=LMJ)LO%Ws&nxN(3M&#(ej-JZcjOvn~V%zUyiMb3$d(erDrPz?}OsqdYjQt&XR^WaSc6)gRI5Y=P{Pdkid z$&UlnfnbYw3$h`SDtz;DQ%S#lV86NceGo zDnY+@tg^nan)I+@^3AOqxC)R{S9j@7uB{B>%}5yk8vDD6GlgO?+w5zYL(OOY(G(xA zK(vq@>4||Q-)QPCJNoPRSI z9KF-eWu)KqB+T<@U64j2;Ew00Z^-?4p9c$DC!Z1h#blwk3;YYjHH6xuKpAR9@n-kN zWiQucWFJk}`7!FR-lmT7mNf8G*4=u7eGOAuB}<3N6^YeMw(LuNa0x=^*7rPHX?FW| zTC_Zsn?Dccj?xGbPp(0XeWl^moVq3!wkdKURXR~KmM&(@hknkr*Hs~Kw=qw$(|1L& z8YycMaMOnm$Bs=|N8CG((@a?3TjajKe`S?*J|lhh@k>jF>3gsv$m043(^Qh7OY?!q z8@O9-kQTeUN}e%WEUVb;?x~k>Kk%3g#`*RV4Q|v*$nldEc64$&gQ8el=pJyq zVtOR^y;Z-c?lVrkReLHe&e*QF01mZos)YWoWHLn1Lzk~9ieVvK3&%f$sK=-vD*TV6 z!3q4gj1|>+1oJ)fM+m_G8Bbv10+`RwGh@*Lr~$ax*fv3g=%@r2!LMfhYo@P`Y8<8! zDgeLco+#iJVaFVm`oZy+*ep$-7t@27i!$0e%hGgH>lu@KItXBN-UAcXUBDfHR=P&I zTA0d@5C)aR6Xv%<*`y`PCch^Fe;UFMGgKD&VT8Zg;IAh5BL^51{qs^#p;FL&Ku{on z?dKT)dKk@*o*XUVPJieLVDNh_j4<_|cHf1^$Oa`a=YTdKi6Yu}mQ&lY0Va zP9lU{d0g@7AsI4B6PICtORH~a(kDob!!+M>@bS|ZUY4hCuVw(br@5}Rm2Y8Nn-u8< zIm&P4%7`TEz6b{M5Wdn;$cS-|Z!h`M#P>Q&1I7)M9>%7|>89YXU<~hBF?B0x>oy+l z@~5;bUup==&oyG^QH|Keun7N_M<|Euy4CqKyg-0$L@LBT@Z%I8ULxj5__LArtuXz%Jp ztooK9eTG)B(p&wt@*x%Ph+>y@lw!t41AXXYO3aKZBg~r?IRu1PRuZ+`hC-uz9>3>;HtI|HQZVVWQY7<*hOaVKMR@cuxm`b$`PN%#F@qeHR`B}xUe%m;h6Cw_a$4+#QNm{LiEnY1Yg zIN))x&-ytSerJjmAroXf@Y3>4p1_btS7~O}CS=}H2jtW8+)$XbiCn!SvpotNUgF|g z8!D}ITVlcnKY4y_XnY+qGaem&3(W_qB>!;I*G}JiTih$nq@Zg##HvDP*IoI@;y&$^ zS%oeEi>-q=OTAoyS=qFzU+;k=xy=@FmZkmt>vs%2VnoIxi}X3IR<3f{EiUisG?_{( z4K%#IBBJ0i1-z1R*fFMLr_8K4r)U}In`t;n5m++G%CL{ajyE?ICJO-|ET={Ut-Wk=5 zD^Q7d*Y-N|;@}FlX;rt%Q>0#vV18`getEr9VUp%{z-5uXLG}EtB$=>9kCLxYH(u+ z^TF5hs3B7|ck(+i9T9}mphs78S~+l!FO!mE`kArTTg_R1d_8;Pu+6nhmJ!c=J>TS( z+b8o^26*UPXv879o4qS0A4~z{jki)OhumuiiJ=LEgTfU(r9b&*g5sMYfc%^z-`~KX zl6*;cqhZ3j4v+#!q>H7CgbDp@=by;=dn5M$ z0pNd$9)A+c&oHtjrphrsSLrIczxC)Ci^6OP4L_*{MIYd9Z!^tlySB+EwQHwNkBIWF zLB2p*`xtOmZkT@sN4Wj7#uVRvCw$+n zoCY_oI-{dp(lV2kZ(O<$w?`g1yMrgXw_RSbp0scVD-|Vh(&w`=aDYL&m@DV)O>2; zf{61o1P63p0-paGU8_-6+Otr-@bqo0&j!Akuw=Nrr?IB11r)}}(c(fU2l5tcTlZJtl3({j33K1oQ3~ z9OK(ycZJv2!ts=O76a%qLrK2G#~teF@-PLSwCob|ER3G!3Mf&kE>RFOAjKud9%?= z*L6sAnBJ#SX8AXzbVr##yGW=)ww0u!G)d=kSdY#&jjz`ge; zU-El!5PXC5sZ+jQu)Gigi3R6&c#7`JqCVVEM33oa;%PlDC8(4rEZ2;SFjC2ETg*+j znabpB$k39kBr~8sVl%!KWp&gFdEg%JE@Nn-;2!?)1;qRI_Q#jx^wx>4ozrTJOT?B% zi^E&bo=K(3Orp)-WPezds6@---}1a-&;qt5JpOJ*4GXQ??@H{Os3VrLGP3IWfZdS@ zCti8;yi!XVrC2)md;W)kC8x_)uZ0I5;>Y@n(G0-DEA-SJd5Azf1K+`TZW+VE@B1yJP|Onh^P8rBW&8e;N52B= z=Gx2R{byalf_!%#XJ@md?7=>e{0Uh9{;KFdi+&V;VUzezru<#>^TQZbl+I1@d+g;3 zxcM8MZU9hxN=NZ2Oyp-v7t-m^&Dek6rSxyF?tTH%_m@!U=x9#q&5Fi)OA==3uUzS6 zs;Cf0&H6Zvi3J(qyz8N+xpehcKZnynbgyn?KJb7w(p}!CQ1uqztCrZ>{}x#LIpb*8 zWty!)2lInwKlk(rAF%Iu|EK`qo%p!SbhvLoQ7K80Wi8Gn<90y=%R>+46D?cq6t>TSvnyl!9!AEx5sq6K z+A?3<@oYoV96OQBPejeHU|@DJmlPPJ6U$k?i@(}hW_X|n?c>b1ckgv%<=gjnwqu1} z{YGA+%g5!ICUy_hYZZhNwPf{ERw&nuZLMihCMy{aNUpe7UyF#P^8!6&#T3yTwA0WCl9Z5 zRnUUPh*cuyjGy6!NBVMj0~tUaZ3({5+ONbN9>M92iqss*KJ|2^iDnWt19CRp7u!o) zaX+=Kh;@!Q!L9r4pM<2px^Hm{p9;B%aoPcCE!MoVmJQOv$4@qX9vm|ml+)@j|7zN8 z{3)kHE!oaYPNFqMM>f2XQ%lZEc5I!kM`I?%KQ>`u)61s9+-8^b|A79Z->}&qQ zl4nJAj&w)pSn+k^Gs+X0CdNK;?x5RM2UVM9;}x$Wa%pa<36_bymfn@@+%J`DQM&bU zs$Sw{bxr5d!A<*1^8C*y1`wC8(5+4Jq5BlVZI^EDbh9^5DDbirkXqKsgnJDv#IfYi zj#Vc}HYw_~i!Q$=dfSSdq4dQKbF!?>xOvsztGVfGoZZZgP%1W0!Rh2f)>tSF>x?WKxRkvhQ>ewX8Wo@gbg;)AI zP8i0YC@0KiL-zP>^p`6czG zvdilQfUtROh)=>{`juG-$7p38KdI=l=pCr!scG3TW(6o<_b@=rS^B87-bKPjK^ybB zp+kc=N$|aZR2xc!IR0TL#n>mh6%VPZa`?8SC+wbFzV|=`{e;b}m4_CdcH0#BK29TJ z=?b#~orMwBwHgd%#SzHaL5bS}xe@J%ATDz28&-LFPIPQm6Z(S$*IPTQ!Gx-xMD)F* z^>T%G+VvgDEG9X7$ydiK*~D*FzSZZwxh+k}+OqmmYbK(EEU1-{TBV<#>R|r~VL2oI z7pUzmHtEZCVSC(e6!Kh8H6CNN;x%)Wedt%by1MG;o#Ka0gNA7?M~;SfM>qN^L&ZDuc*0P=t_<9@ zwx-If>#}mQ1k!Ezg02}Q0+)$9pI^E|elrHECXmhCsia%IZ&bKZ&qE*4w54|HHN7zJ zqiGG+b31a?a}Ve%iH=2f9QpQkG<_^iUCQ-IPby&vM8m*k{@ah?OgV-OM~zf*swe+g zR{~wZj2{b&R1OXO?>^GQF5&t?KhKxC{#~u_Z3Onefc|}B=cPFo=n6A*H@tWm{F3$E%S0 z?-c&sJpOkI|8m*>cNPBSwEVEP{~GdNKX(56Ec_cv{TC;HJvsj+^56Ib|8;8qdUF2j z)cn_}`ISNcKO}NwQ_JCfhVkifX9BQClg$85@sfFWq)i#+=A~N1Gc^ z!sm8UUcM(sw<=;hr3k%yv?I4_rRI3RS5{VeEgu9bYbY&}->UMd-th6VgwcOhHZDO<53ibSrEY`NEMJL;i`32}iC%Vq*bO4YKA0<4`>cC+u!a#$@qD}cee1{Yt4 zRU+vo?Bt9)tRaobsYYka{?{sRYD< zond;wif8U7JobocF)N5kzMbff{qV zg>Yp8ra>*X>cZNQCtX!duPYYrPPa3hOf0QaeyKxT);i^HbsQhbaI|-@e-`59*>EmYeYFpb>(FFjOLMnmDLShV6}g@Ly3WL?b>bd-W1XQDbhaq88iXXV z(zri)bL!~JNmzly+rv(k2&3D&UHNXZNgol5`*r+%CwI3-88<;m5WgZlOnW3|h#ljKO;!{&%Q57=Q*{YcA@f;m%mT-EOCM8oGfLVs9F zPu;Y&iAT8}GxP!SvXMG+X{^+6am~Svmg@6n73{6)@a!cqkb!H!>3Da>00%keX))py zNW>s+lNIC`j@|r5=DrT1pSRsRe15WDB}H(uAuVcF^x`XG-loMPJ@LO)vW~ik+yn-s z^+g*o8#Wd&!=mYW_B8eBn6y5%k^db{|mtB6?5*yv&Xt7?$6 zbXi>`>z+}qbYt17kqk190Q#7+VI+7ayx`DHuMSvBKWcAL6gmhq@|w(*1s2kS)Q~5< zx=&(1xbyBD5y^0!PPN%}Ia7;?S*bCVo+hdEg9M3-hF8ZepQj~1B8g?J(4G21!|ES+Ca5!ByE}hs1o0RK=Fke_SSk{ z@9xy(Ga>?Caq+1yQ};>?3xkhZMw;A>Yd;QewPH+(6-qgjyV-qOz;lO1y)D8Dc6 zR;X47%#AxhZndqQD+Zclalr{ zLD*B)bs4!eG{FWOGIl-1Unl_9B3WQ?*wN$Samrc+xdxEl0l!J62SEVL<Alspyiqe6Ny3MXFoIxI-YcJ(rs~MUInZQP@qJ!%v_f@`lE@9=>R-|` zWP(U&b%%}=*B4bjdKg;o5a}>0O1X5hDgLE!c+)HDBZB++R1}@T+#<)>)PxQQx@6F3 zf5ealJz7uWaX8eLVwLbSg*$r`XwV&2iB;Crwqm9R&B3@s97-n0xo(4RJL|yec?Lb<;QpH^`}Z4JbhxqiMr{JT+dkHG!ZW zRxiT(I`>$YvP>~8@@uMk7IBb^i+K73gCxFLd)OCSvYjF-J1W*ok+1aeHm z&~C?D6I!!)H_AqkwAd4|@x0KIlVrX9L%VnO*;Tt6{m0c*yhhqJc?+pAYHCII-0$%C zREvC`f;BG`Chm32$|J9Xa%^FV^#vN``65+^ZA3+}WtEnuWug$DMGYbWeK!-}JNoL~ z=+crn)xu{zT-Xhiz4loLr>YZ!!YfOQre?Tyd~z`0o|p_ry{Kcpc4TZF&@U;hfU3_Z zw9I-!%I0$rFRY+88aV;qT0R@oMCQR^$l*OlS!WR9xQC>CgKE@h!Ku7R#-WF9dm>_< z!NfyfEu0{vzCvhhdS+;1cH-7im0O)x+mv^6b0e~cqH1RRSJ3`3v*c-X?&ORLcR90c z(_o2-wt$e6(NXV}7ow)WJ)In(>aEf%d_9@<60tZ#3>~pA?p=OD*+@@E)msevuu*%- z5Yahnk{@ywz8JYI*XlUi2t@t)E1T@F21QumVE&rRNM^<(4?f);&Eg_xdamf}cdG;U zK+9#TgC@ad1l}8*Ax-1xh6k|9lIsm6MkB?AX2K>!u9Y{-ut%p(hB9RNSga=-y04c6lJ=; zFUmJ_QZt-a+yAMC_jV-QnTIof=ML!c+4Sq6q8@4o$KBQhqf#d;pRM7SFMOnG<)eK0A#ZC* zek@{UbG}4QeDisIOeph3l{F#L>?_?eRbhn-&v~pu4t!8{@ECLK|Y>D)UvO$*DSvD%*03@3ip8>u61|Tsq+bR1@|tS zAn+$@VySE64%GM?t8A;3D~m7HH}auyKJkg$8|f+&x6Nk<-sxV=>zyA#GYXiQ&_XWy zVK*0n%QuUC^CuT2shRb0{rPe>hux4`kFg^Pjas2_7|c;j4Y7#dS6plt?EnuebkRpT zIf7m-s@_>d?{Xoz@|7dajwy}6tMExhK)0CL@wz|3H=Bo*`j0IfPZHM~1#vVx1IxRs z6+S23uxij)g)EX7YeUKEdU&S?WN&fxT-A(ANPZufA%2*&kzH7;$8#TfaKw>9G0A@r zO56E_?z7QIiC!FX>wb!iLjdP#_++6TS@qh%IC9$U?N?EA$qUz6C9m8vsLLj*lGRBL zUA$cnbUHmW-Vm_8NwRQO3i2mW>DL$QtL*eda1gP=Zf)HLJ;rW4D5@JVV$FmKXOj_WqK{2zKVorD48rBzP(F256R0KYqljsmzsO)_`jqc%iV5n>0A_EJ z9C@i+)eE5ZP=2HMSY~c+0al!k)9g>>m{MU|zvxedc`8~^b=-a<#5X#D-_G_%RRLu~ z60o)Y6v(33oA&X{SQzEaiVVA9SG^(qVm(qzwHk*pW4ygK;YFQV{%T|>MsMl$sarN5 zll2RXdxgB!h7B4T{Jw=l(IZ8U1g@1aZn@=${*lLc&F@Ej^0wmlJ={B1zFO|KJuG*z z-mW1C;p45cv&iQXe%S!W4UjpKLEvh&FEN^Cq~p`LcdgYqqjD{TVdK^$)-HC zlFks*EPuYTCwNsdC8HsIqYB~rb>~r7JoF?6cFH^HcV*Tw_ofRW#Ep_Ay0UJZX3?Aa zTQbjkx9aK6Z>w82l+BCO`N8E#?Mnsih@A3Ae3z$&t41`9C?>Iq+D!Bc8RILL+=XM( z+O{0(f#gRJQv32yAEfkxfmU-^o1#!bbstemG*zSN*v0(gI`@<`n71zzj3rM;ZANuA z2P~Z$O-Y+@xyZ@N3A81NY;%yMuM;Q*4xj4`_qQTc?JWgIT^*F4M-Ip^Li^6%9cZPFhic&Y%!V0 z@Q7M{6&B;5VLK+BE@&GX+g~c>Z3@zyF-b&3d%SYG36#~UH))DhG;7{9slMk{L}084 zT{OsmdifJJ^JTk5Aq#m%h~$ea>m$*fd?#n#YwQ^xO>hu3gFr@=G6!+?r->`spXra6 z!`)}c@Vt)qFL`Zr-;@-0HRhQ-AQ9NFdwKQq0Bjudf@P%Lg%Q$J>3e7(jZu$la1#IA z<>y|2{?j+~Or4bveS~TyUNq)i$L&6F>)qfBOB}WHlv5nNL9kSDbtJe>rEocAG_C_U zUY})Q+awD2zXP@?I+!9#T1-Fg;}!Vk)>ogSQ0*2iPh_JK zGKMz0{A;|X^*!p`sYCek%QwmgrrKtr7pS=52X6>Qx~Y2O^4t|K73U8>Y37V=oONdU zY_y#ZcdDdo(7f+mSnD3-@XA#25P_3%O>AaXnba0)_cUYER5BMHth~RpyEEjn^7-1z z0KUbAu_G$s64-w!sMw7irYvoqhJv$iNDpT&l##f&rR|jR<`BUW zVon|A9e^GA&M-p1xxz{#G4cG#k-+-GLJgpY$Rc0rWcL24$8+MYqGp12%}$WMX{ zfP5WN+E^42+oHU}TS|3-U;c520Oecx-#vWLLP1G`Al<=9^Jm_gZe+29-{tq@*>~elmO;SwybH_p9qC2h8c$6;t)FP}QswbMh#2t0^e_;gpRa90fzmZy~ z!c@gP!fh4hwyJ)YD7i4tL(gU}QlRj|OW?so_w<;{*jDC*R9;9^hmVPQF5k;DLS&{@ zP0d!#sxggmc5FkBLm_Yknc?tcwF<&=yqectRNV1QZ{H5NI9PY&Fm7BMePrHRT>M_c zW)+y<`9#>0Z}wm#!Llalbm{0HM8ZRngMh=m&2MY& z6V-Bmq}ED}A$Y_2RN*40(-Z&PduWU4WRW?;0J=%nH!y$ei~6SO@47ZedXp;B=O_b3 zdcTb<4LVX8#85^?ac{>+Nq?S~V>j=Iv)W_(%g}=s2|PB%F%aD+BirzGQzLwTSTitV zEZ1V|U8^aPX3|*!s4%ioP`Y?_#mL};v#U`Hz3+>|KGvOq91cRcla3rON`(oc`%1^K4{cNZswKx=lg zj}g;*=F-5=b~(`6BAHFoEx41kY@x{p-M-z3M=W%0<=f%NA=#muYlpa*uVT|dCv{eS zrO6UH^c2=>1548dMqQ9XHt^5**7x-jo4Prv+{Xv_sAM$cgO7&4>z-w;_ttBBPP3WD zw*LL-d++D07gh_VRV%6En&o8|cBM=7xdAHq6 zqW4A``3Hx;mAAO&pnL*XyMr9P51J7Am4w)H6dsL~Qt~*&MBR|vUVGE6Jx)(;W_6^bsb-(3hczO8aA6Gm#2HK)^E)q3J}4|Un~eb=nD(0@|O#ZeSDRgxp|=^=+Gly z_w5?v;m#REukrI2T4vFaalpw7F=nTWigRyiUFq_#!V;^XJ2P_-1s#ly49WIaVx9)8U2+&!qd;%}pE#}qcn>YmkfDv)iYl>4fwNq@Z z#i5#tl4$s0$zlC8)6&c)HF?9%C493M<;qfHy6I&N|KkZIJ8 zuLv}}>grfc2qF!tm*%@vsFmqPVw zn{*I;A4h24(W!zK9QnuGVjFLuMecdiCspvd`8-}<_G07<{y->aPzney4B(1QPj1O@URmnIi$=7C&Ax( zYv&M%dZwEZ=x0~Hbhih->B?HL|K@{Tv~#~8ri9>*AH6xU(}<08GAR2w&~9=AMwG;wT&`OQo>xHoY{dX zKTt)Z{Kf0FWxVC6B~k$QJ`#R&n8EGOU^VL+exvKS1i=kIOEyKMN>i-ugrU)I-UJ(=Goc*L)W{9Gu{93B_U=On$v76g}VbPjdDyvnHgrAnQaasr;*caGb3kXbKJ~~-|pXaeXsBD zcU^aXxcI~6ZSU9X^*lTd&)30h$F(f$&`X)tK@L`7lDCzilAmZnlkk^YWamv~X4*9? zd$1{VPq8TrGdoM06F>41r^dc?v=EAN7E4CrdS3MUNF>kJb?PAr3HINkV;NYo{}UYQ zb4;RU-ZK8(jUK<(dw~$XFbmev^W8Z?t?45TuIrjm^ySa;@?1eN}5C&ghGb zNSTJST7clUU+3kV;}^z}3#@JWk+CYGR)@yKKuD6V$J*cZT0X|lEko+`x)}$w@9l&> z<_NgM1rPI6oJacmqOTbmIKc!J;BlyD4)kyU;61Sz_$_tz*k^iZC$C5E2v?iqBjK8U zB}N}7#Vqtqf;xUTQ;VP1s=BD;PJZY26nDnaHQAHfn{N-h{f0*cQs$OZq)@SL;X{QG^EXm#1vsTZz;<0=b?7-sOq(TK}qYh)A3dG5{#;4cch$5mb$ zO6a#ReQL*(xIM*9{nk;^xVbIj)vDH)i{PO804&P+%UzNw-WTB`e$DbD9SXXQ3&xm7 zLNuM`v2+dI{sxWT3j!!4b099gHMqZ=b!!GH59pCpJ13}9H5-de=9Xil&YeDrGgqao z7~^!I-34CmI8`J9Cb=#0$*pf(^-}dkeR16QBLviqblV64&O6uMQ~gYU4luHr4KUpg zBF5-|6K-h{mWFyQ9GwE?2EK0;>avS1{W_=gBUJHeiztA$n;kgmf$eCm`>RUTCzhMc z!Q5dWV{U$q*v2fv&H`FiM_yd~&$zIDQ^I2%y5 zCpc|lHNo^sARzDfBPVg!bwx_iS7kjc_u+d=}mD-|MGdf2+ zh-d`>N;_{Hw+CfccDBz`c;;Eptn^;0X{im3Car}dEf2Lu-{L8QOgew zXOBzW$91@-%9lyYdd3K~YWYOZzfC3ql%4ODiv#z?A6I~a723b8amROE-Tg7QYqbA6 z`VH*cqulWI4(H;Kc z8xGb-!UDwwPO@XVZ!MPmyBV4W71Z(`|6aru7UhaVN^eh}!Euvu%WlCDHN;|3fpoRz zZA;t-x=cE%P}g1o@rHWqIiwFo?L8IcPHBEomHBr1NQ=)lD1&DQAs%mS@l)=7Zi1oc z@N3nCv}PgiMgz4HeGGnbfHdzjSfm<`k0+}3)p|wpx;_EYOom~_A8J9>t+7=%l~tv9 zjaof4*MoH)#-%{sWEb`4kpJv?`it7>JW1KeU7!9sQkC%bu_HFY;re%RlvL^+>BlhW zZH-}&XD;!E7hF2hiMBXr-^Wdc zzx}g;r#*mrC{Bistgyxx&tC(b2fzAL@?gI2v$0#^#8jWx0YJwm{2gECp1!{R=Q0)j z*jDnSXD}n0O$y!_au2pe_Ufke-T70WE>2FYdQ5bivS&V9N9ltBS%s zA%-_uJ>t=A!j^uRGh#pYS_8Uc)^XyMC#o_wo#WJ`%VP zb*E1+jKZ?b6Z7;jtv-vO+#(fvU2?0ruBn#gQffFjG_qY^c8lBvs*ZrLInu*aiw?JnXLOB?ry==)PMl0wOel&+dx=3icmPb zgU|Lk7IEz@&~oupjJp&4VE?F>&srJA6^+UDmrkw?KT=*|CKNgN{SZ1Ym_J}!JB{n? zeeEDmm~Rf~g_O4z<|g(OaYKU;?)`LNkz)&ZHRq*c9kMK!g)g~;_Q%ql26aL`&M{W% zItsBRZHfECJP81=n~7tJMtSMy5KI_PvI8yMfl5lcr-bMfj?HB;M2?R}rKc%8{f7?k zJh1GnEs=E(J@b2Pr20J8;c3SR$ILbLeR77(+qLH^Ux#h|MokSt3`x-l8!O@#u$w%f zdc)-9xl033i+@}R$e<{zDUM!(`-c+d+J!a13}qGLc4KPQ^sdzON1aKJP}e!#9Ql_6 zGyF2>%H~|;gF|wL2yvb?Q|TyQ&0sSOFl)Y;=LG`LInTo1{+mfwj%>~rzp=h-F!M## z<@Njz#Z4KjTep#>?4ZabDc-3XeEuUJbY3W|IJ}?>7G0=F6^B-Xo=u@GyrlQHwCkWIou~`Wi|6yvWpy z&z~r8$uFZ%^RoK&;2Q3LCBU;1O{YLVlK@SLV$CWfq(1%x^Om7pB>Zw#Bi2t4aTH!lit z1HpFV;SV9+clVeCh&B=P(K`x4cQvD7zVY2c@juLWDY}3dxpG#@RN`F8jrib zPfzYHIr%|HCq>9E!md^wS}l3f44cMGX}1^__vx;?vjb_TU1TX-BYq zdRM*)(w$}r+8$6F_6L3{UO<_$wA~xPzG=9XEE$kwSu)zT58lpi`~KZ7<^K3wNC&8P z{lg@*^(qansEC?w!XZ&H5eNT!1Mj-CLQxEG!OEg%F=4f}Aj$?j-n*Nt2)Zmu9hT07JGBfB2L+LjSDn;U2TvU1xmRwUf%UyQTcxGl)KtZK5pVx@C! z2Gcm+@-1`Fhp|MtI;S;<@3hPazO@m;^Kt4atB~fYYIUmX;j|4$TWo*&i}^0Zs~~2s z7*XvT4iCAV6E#~C!tJ28(nXVe`58vJTlaW&G^DlI^lTZw<4`-m*gj6R!BZ|~H`TRe zSmg3w>$r_8ehj~R1u%LCT9>bHa6MI>yjp{EZ&$Lh?nepgk;EnsRLeoBH7~oAo&N+M zxl?#{2F0Z~!WQXKVQzVW{cnDNDOa%-+0j4`h}F1SH7wvr5sb=TeD8!%GFF42MXkTX z-76p0DsEjLTR~sdTCQGt3CQ$HO&wv(ru0Uei5RDvDVJuTgfeIYKhG0>W(eF$K{(xFw1SL`Y(dg?`YaHG0yABT+SLK|TZ#zAS@PN~u{)UPtKox~jH=N@?1ivbp zIpq-1JR}Se>S3zod_Oca@2tA{wn$24SXTW;wr zT%z=q|0GqgzkX>Sq5iza?`<+udqRBCf8jm-*rsa9jFqpvo?Z7Eh+k+`sR=?CD^5qF z7#>Jbk4m*9$nQ{q`qD@0#kB|b{>EV}%3iE3W4qp>?DF zn!8i13PCfpEPn{NZMmr+D=6)yf6~69!J*VNosrzz$A`n=6y$IwdE4rPNIk!ybT%fv z8t&8x)u3zU#VAiUHst*eD3;OlmJ2#ZJB7C$Ta<*#G+Ea>^BPR8O%FGR)sN({2Hm?S z1G1VM4zaUn6)q)Eit9%xyU5fpRBCgXpfX66()25TUpa=Q)kXZE#V|RGm2Jh=BFeol z;K4p`f?f1rZzjj%AkVmgviz_|pqwU;GIV<|5|DUbgT87ejg*Em6ARDuI;I^renxB( zER|!jpe6_PqP=FI*LzL&XHgDNi`I(-$>tFwtwv2>jp(2~A&)JTh>z|Xe$9>XaJ8v( z0Wjq9s|9G#Q!1ie%s8CRW2Z_^=?fynFd6Q8k^ds}YXv1dUH$enuLyu`lZ5&Zk??ER z8Z9%jb!ziU4RA9Ta+N|oKYR@(pjppQVLTR>*f^3@Yxs_quTe)a2~Zv^!P#)+xIaYg zLqKwItBB;K2e6L!N6oPNdcVv+Lyk`2>?@nrl94jdtqqigH#Um+y~xX6<{(iLe_R z@|nQXm1MNeQ&&pdu8vU;E!~%g9|oZbSqJvp+zV^FG_ZHPzAZ#!mO%<}nog^%w@hZV zDKhUY$I43YTiC5BJ%2|>%Jp_ z{@>-DJg+m9f7j~jc0e#{C={Z5|2d3P08FPMPdRn5c`7od z7%0lW)Z8Dp4Ly|Z;e7O~XAw=;cVQA`5nEW}tdDZ{CXj;yf6Pk;Jd^5=@3GA-45MAJb_@Ovk&91ajIT6yB|)@E$4k4nD0#s{Cujb!MAtH9M9!^@@$| ztmDBnmtqIl6n{g!M#1R8)Z#a4MbAfl}96w(?N_rzWKYxt*g|Lcnis~+I~ z)*Ib5{Sa9ncn%Da*I8Z%82x{=ZT~+|R5>&KlE8N&Af!;f`#sp>?b=KyGnu(Gb3pB$ zo$-Bsn)JYm@|j>ntjI6J*`mGw)B3TKO(7rtj~0OJru?+Zc3D-}#0(>twwY4GLQu6T zmJ?7#fFqNzS?!_2&V}Zqco7Wd-@&2J2cv@PTboxU1SC5Y|xqlg?vU4dW;8_f1A+!_igbGr-=J*MwS^R0fk+VW1NTEiioK(!|? z1O`yjkyg)$5|^S4=kCl`u$MoQ3P~a1*LOrHq&c^QzPeS(qbrkPXIa8l6=q2Xuq>3t zwU9U9-%|Fj)bFb@9Jbec(kYi@dMGG0(SkQG+iV42-yDf(%-Xj%S+F$M)|{pVIsaDZ zb@NweCP`_{M|J#+>VKmd9=1@i@>0BtgpCv$2kAS06{b6Pu@$&6nojrIDPp zkjV`Y$e>U!(xz9)HRr8(s13t#i%lN1Sgi$hRn5RYtT4-M{$f!^nAYSnSe|QjXSkw= zLA@#{izli_PM0mQW8|U^RgKC<Zh2FYz!4Vl}n8MZX)3a9$TsFmBUln>>$ukSb+RVYjPI~@OZla6kYUKHhQcnOCN zJf0Wg_zkP)+1Yu!P(o_2*Yl^Cd;_QkCTW2+reFFxTtz}(_GLldr77vew=FAt96*GQ z78F)Ek4ckZD!9S^KJdfZhAGTw-zR>zb*W>5c56`7>)0i=7? zJuKX8ND3u4LFgbmjjH4y6>_IR@K!V)OSBaEY>C@0aM`v$5Vc6l+7wWLEYTxg{srCMI*F3BYZUiwnq^4F1a4`tHgi&m@@Hy`y%_8qxTRV z3R43nlQxSIPM?(oM{@?w;K|tAK6W!1} z0;xUNerzTW`yE@uOUbkVXkCeQ{~n5XbWPN1v^1n|LB3QBssu-&f(1RL1&6)3O;jtV zkYichU%FcfnHEQnpy+{?zeJjdW0q85O(%(cYDrMI|=*$Cw(|c1v zX}MqXJFmJXPL6KHg{)MhiaI0C81_iw|SAd*H@fedhA8 z)mG*9Hhh6T3ZFOy6(^ZzUKKtCT9 zU$A|%xs-)RR=uPH_XW@Q?v8s5M6&o{(x{lg@I>`^eopR)Rl{MOpIW#|nBwjNz zY;2Go_dZE}?9i`uy|-5R%j@n7d;8i+zh5GTUkg3o!{GD;O?)eUL?ShnIc4;}&%km> z-R^{xjd2Xo`|Y$44f^3P!IVLUDhg#W2E&Qe+Du%%;a6~7Ccy3%L}fO<43C)aTT<%$ z5}IF-8zsgOiYa#}N~j-|)YLzN4ET|*3Lk=csT3n`_GUHv+hOU-+G+dQnGB&MN+?7BX~iK@``zQct_|Up*hrM>wcaIt-%hKO>}B+^kQ^}aDQ@~=PNW> znrFeUp;;-L7(onzN|Q)Fn5iB@@Y+=<1%p8Mmuk$+=6`BTbcIeYF2^0X;;Az}l`L50 z3X%!#5sN1b;!J*JA-aA|Nh3bLIe+nr?cGSfi>njjHGQ?iTEUJ5RFk~JcY9aCr7-)WeqF+Oi8jZRKFt9a9>xvR-Q@PlI;4ES|Ol zOE0QnZ=rAuAkv;PQpjo;CH;oUR1Npu-u;){w3h0x4xDNOW{jk%)Er(H>RC*-Yy+J? zE+rm1cV|;RmKkbwJ>B9+3UgJ%ubVu5#gk}l8gbcIv8vv(Y`H!E=`Yr(YR|t8uS@Mw zEkAbk_7sbatfH?_N9uhJmb5{*5@jd_0%22do2wVyxE5* zw>ownJh6li!G6`@vN+sbDX9D5A1~|QG0NEcX8w3WV;(~^RARdi;?jaIH&_B#Fz8PO zY8kb(uhy=wEA38>e62=PgZ=;Hf>OP&@>~U7ll>9+LKYeIN641#X!jrYKpdS75Y-4T z1VPS^qsIf{JGy=tA^;!`Es?Z;v>Q5xL7{E)MEyz!ia9RKr(R{O#63iNreeF`ekg(T zl{|lNY-zcP@1oGb7^&1VqA6#IK&NeTg3az#AEsRVT;4WPSu!1RD;#81X}^@!?3YL za9SE@kai4FqKv%YcPsvJIEpmX3RT@|`BJv+a)$ON*7dI;WVVUj-0$H70 zz$qWWol@kqRwTDUq8wr)E8PBG>ZhNkGAsAe21W_rEo*w3uBYU;7{2e=e%YBW479sQ zNE_6t@c`3eKG|Cy==d_7o*3B+buo@q<15DZxVp7Rv}gxce5edEg_lGt6?3^9y0Xl0 z!ltP(YEWE2T3|-qsE^0vI%ZCYKt<i(IB)!I-sTM}o)cXOfVVNh6H|L5w5Pd%il zjr5Kpjn#}uo>|njmklPTB()L5zzy=$d8klLqtaWW%J3P9pByc48`sf$M*P6=n@MX? zw30$X<=c%>(;-P8*^(iB4C>|h*#&&p97iGlI2JtI;zwN|!VfCBtj+kJYuGlFBU%V$ zE^T$*0KfeIYsvm^F_XYhGB7`^uN2Pwreg4A>ERT4MPR*D)R(HQj?|BdQ&$?WGcSEd zR1)o3iwM8V0~@JURwscb>3XbfRyRllQKZe7vMDyXcTx~gj)3rf7jTG1L+&mE0U5{=(SswuwTkEj$9i^N-hCL7xXeL5 z8(=#gitTAd`w+5z2z?~=AD!WVt)cTVq)WuFM0Y!j#K5{N6~E@&#-MJCW5(tiBOSq! z4SMcc1EW5R$B4*j^TJ)r%gPrf9BU6YbEA;OE^2P6R2_X3;FRPd%si1&m>V)zsT%A4 zI(<`RjMDu4h(ZeHufF#TLjQ11fFeYr9R*I~hJNL=KZKy85Mdez2tE2RjvN91AuMv| zr2{8Xs?T|}h0_YZ2mXd6Uqj`(fX?gx$rYK!eph0H{E*XS_R*el^in8Gq~h9LtcoGN z2I{U>d|=E*$k9}JZiCyQ{oK!E1yg`Odc^6l{GtaVV!Jk_R6m2zdvA4H=J3CQOu&Gq07;I1cQm7W6}lQaefhET6^t z$CPUK?FiBAt-8R%aT0IuLdAx@8xv_tf!<)T>I?VlKERFVV69W2KN|*2@%{FCVSGP3 zTy!mBvS%#o(HaHMp5t~EUW1ZE@rm$>p_0~_jqK7DSKhtm0Aor|hdW3EGdX8AanS6T z8uyGjd)bT}Nd`YH01bk-$Aw@SoE3QF|dPVg)ha>z+uC{FvF3Z zuTd44NmfPK;1H-RM{Z{2BM%lvrlv+GWh@^KgtY?Z)S0vT{|dv<|KJ94elghYN!wq_ zl7<-MO}KL5Ze)-LS}GS{nbg&6h`sA?!W>6Accp(`VcC(R@%c6=V~N#z)3uZHiHcXw zIDUCTHQ2F# zyyCSZdZW6oW(T?bcnBd>hD$y_@<%AKc>3uaA` zcywVB|3Oy8ZkvX+hw_{_V8TU^jB352+SOBT4m3*23G=?JUpDqgRN^Qc)sLJ;gX*B! zfmaYLbjRh`tNcF2CEVyA-w}s{IzDkEVuqmvEk9}{?%%V4zgNN)E=ad5Z_xmQ zu#8WD_hXCN#UI1G(XM%gKP_8+SVqm}FgK(f?z3n=?rwwX_+p%Iv5*ffcGfOD5D~B^ zgYT3&4gF9=c5(1oC;w1+_(9@)gtCVDDzdK`bop(HXA$Q=aBdB#wBCJUlVZu@Y+NN< z3~@T(wjDi<cxk~j%$<}0E>P!O1=AP&|B;1cAvvwH2RcJpVu23Zw8N7Xc=}J4N{j6F zP$+l@s8#_`D^e;Uh-RNf88HdpdswpWG1m7FUQZ3*t%OHi3N&gFTiJzMJJ%nqCS>u` z?npo;*-Fmzqn~lvqn+3sQ?Mg9LDbi;p@zJI33eRK%XjDXMdD*0Vd;%69_${oI}3S< z@~bxmWRBhw{zM5FbsoQjNOUe(h}Tf&8)0W(dlP31V|90W-R(X6lq7Xff3`M{I&6-OU|+yfmoP&0moY-THxFvh8)tK)}ES1Zdf>^8eqI`)Tm!4Q8YY8H6Z(a~2)^evR zL{RbDwOMBjSa}Kg{+=^SZohJT{2w=MXzvEF_OgPr#X1?zRHT%C2EZi$ zpJP;NxlOXdm=~#^q8^301@>osSNSr6EsMZjg=JD6p~b0AJ{47reZ37KFO#3lFyTeZp2* znj2AEnMq{ovGyW!_LeGdN2Z9{J4)?haau)yvL~!jY2I{(zM}$E2R|ccI}XrZv)d#j zvC^l*@0*@knKkykKOAG%fxNfWcqI1vlz1wcDIEoljCq8+r=E55{gvt2-&N@$NNzg_ zZQE7|3;fPpN)n`G^;aA-eRC#|I#YV}r7sdi8em74k1bc+|4g$nHK|-$jbnQUMQ|{; zN}9-pFHA9|9VRe;@99)g16(%gpRmaz3E(LNmMyAq4~eDscfS5S^9FHpI?`(JV$#S`mC{Qfk;hgH1(0opVL3*&Kz-e zs#A&tRnaD=f|U(*F0pl*|3lI#Nmub~RcL?X_4Qlo#bzzA>$wis(F@P}WWyEYkK|BJ zt}8vz2mWAUibYZlK&cQi(#oQNtZ0Bb(oTbMx&?r=FS-Y8nX}hNChcRCbkEoS{M3Rr z*JG33vR4mPQ?-f`kHZ?ruo#R^*(6h`C>tJ*=?tF3>UZ>ZXh-uu&#@iH^NcYHX`c$s z^)lh#gB9XnGq8Xtc?)b2EfOCu(k8eTar>$ouL%q`k*#|ldOloo5DKRwEm4Ef=_@OC z9rt0q>YhZU5Flz+O$NuTIw#)KTC&+Sc;vsc)yIE%bm(GBiRfBYO&jmFbR=wTnKoC= zPg|WW1BE8OU@P$vQ|S9}r;P$H_i65#NOyFwBH6%zFx+;DG!T|z+NPNYEA+z#CgpH1`)XhvUFsYTe`IIR$ z%uYYdW^FX!3L}H)9gdib2YO(iWCl|69Z6#TKDz>cT%l}TH$zyIL5yYP){Gb4G8N^~ z@b3Llv!5Q3D2?xmWc26q(%*c>oEYOxGa*Je?PVqJWet2}k;cIdw)^;n5*%5eQ{7$M zKkT_aG*$sJv7KC6d}5C?p>cTWy(+J?$z9bOfj2CU$5v|i$m+KXZg~?(j}14|X?=;= z@Q!89gOvb?;MjRJBv4ChxL=<2JzgDN(T-`>d(#OW+)6Ed_jFrtL}0s&+KO)t9vo>t zv+^@HK(mQYg4}xp*z`Sa+4D6CrC6iml1kvnGcn5TgJK2-rtb z&AB@(741MWvS$n?)Y<>~B?NgJv>-^W?G0dwtxL?94G#P38|FX!iX=IrBo?i9>%y(B zJ&DKL|EpMQ7App>d)w*P7a#)By&Q%m9uVwVd<9e%Gnvu2FJevNt|+{vIy~2A5L-em zb#3tWY)Ez5rX<$`iVB^cR+OtPhBiAxA}*$ylu^yBjZC*!iABaf zK$3kKjQZG|!;!u5jBw?d>4?Us()-?j_zh3wH~3kH&*=C{D-L~+&UVxB&EVsd>ZwE} z4z6|p&!~|86QCK2XSFmh;dy6}Vb=o4kG_@y@61+w1a2yK?N$nP_UogPG8^{M)3|>{q5U03N%x{AS>-LlR8FSadezmqwpZo*Dp2No%IQoazl{gD z);uQ6k2bbzSk%k33_4g074P5BzjvXYt#lK1nlW<)c0_b-3q&=>Mxz*M_>9>`Uw*qI z(^|h3hQGctd=`pZQuaHP;S_6W_X_jn^{As!hkm7DJEbheo<_`09{FRYZEal8q)xyL z>wW*3{8C#-PO^!s0N zDid-!(tJdig}j`4wlC_swKO3XPsTd#)Ve29GQgobnnCduM7(2$r*0hzIO)rj)f_eJ zVGk9g3aBB@d2AK_Bi2&GABC{aBM@X9{``bJY3ik#}Nc!PWNrha63 zV2?t>@J>bcAv+Mn0jG^%IX{}`rtgbk-f096qLuoH9q4JNwoKdrNh;s&!5-x}E*xvq z?|Pfbye?3<M5GOL?356=nc*r7MV)6o56#LElQ7VOy}GFJke*T5NS3VN z(GH1q(C5wgDvYqBc`gw>$o@>7eaN-9o_#vH@fX=)^xy2T`nwf!%R@{cXmuoO^@=P! zpi4K3dyD#gb{7!^IB(IzIi^Lb3A|q`?8rq#ZUS=6-h_~9Uybw{^s&rPn-fh zyI>nJBvUOdB^!zp6B>tab(C@s_*aN0VPBhTC(Jp0y{}2RBfC6&aa&)ZF?92d3#6B0 z_iy+{JNTblss2`8cx-);-!#%4*=+-n2I91p^{uBe5-n9I1AZvHP=sgis&K5GG0zBc z^XQaf=#*CWd2Cl1MOc91%J9({-Y!V6{5QW;sp+bWxXUm7*5~=p~U^ zo(y>QhI47tI+WPv-9>qEsZh~wmQr^LrH(;;%yv| zq~U~<#2>yX310iT$MQfhgUKTWt^Qkmg$9*WHj%l$6^c>o-Wt2K#Yz1b#g=+!W!Ix% z0?SGzHH|~1Uk{H>R!n8X6`CBA$EK5vEW;s=-M1_kUWm=h@$f8Ag;CR|2+}`p& zw{*MFttn5ic)}d%rr8Q&eWLuwYo!aq&{48n#ipdfI!##!?HX|I)XiR}z^m&w{U0sB z;&})3%=2q~OmSPz=88qrG+=*4lRI7PvlN@mDw?C*`2i)O++zZ_#(D{TfJlmqOh+$L z@k+330dyhY_-PtkI(Z-E0Dic(grbJcXX3{BMdnBuk^KrvmUX#S3H9E1-96y5gGbDc zv{?0gnq@hqeH%H}C$O0En1HptD+TNR%#(JW>UAvR&TBewF_QaRF^VaW?k2e&duGMA zE%Zdz-F|z3eTVh=6DiEO2)_x@qxFT-S!1NW(>k7Rpi6EsRPGi*Ca5FA(quxL{-ypMVGj5KQ;pYA|C9D94YV& z@oNB^)55wP+4ZJfu6{W@MAGKR@bj3PtSs#}jZ_ucSMsC&ziTS)@kZnP<^znM0T%G# zD;4`yBeFVOvy3t=r$>LF&zha|da1hF-aJRL)O*#;a#&p~u`g7iDNo;*DH6{fHmmI; z1*vjl6HJw5H$9HdNo6ng^)Z8*m6n_L+DcYwz!b`NOXcW*O&grril#%92ksfoupIyI zyqSe#-Atv7h+5dv(%8Ze`cP@5w?}#`bBE(rFXG)E73$#LdmnW+_{lw}Y;VAqY4ld~ zG;cgpRnQ#34CU7q1Eak7{JopRL#F`6q!ikI;4`X(JjGB)@QE=W+0GTo8z5RPnl%ty zG)c&2u#5g@sz}fOcrScl>G6KH^|}cQs}s|7%hkPJOG30#vzEStlv3ilUR7g3>xnI$&3tf~H1dJmju7Ol) zE!jcKBcJ#W{wU&BOn~4d5Z)``a-`VGRk~=ea=6~E4ZPFkQjR{q8Kn{uYJKp2uJzpC zhQiVolk)?{{q5~$+YpLc4LuZb`(23Ie&53>dLY!yM6|$VVse8$L@}v5fAIkzu)gmL z5h0J=JUl|c*siV1IdaD`#b;eU5$$DChTD;V&+xJvZ)w<4K_$2O<-)m>W_RQjnlshZ zo8U_3Ot%q~7M3xs*aS?QmV@C6fGn5IaLXR5+2giVH|7@@($xPhj5p^7eOCE@d6TtC zi#cE2mGX9<@|sfJQZB{zDY>~}*=@kWig^f*iKCH%W1f7%onSH5>Cw%r^$mX4cLgMFQT(R@%Ht9-bnN8!Sv2EBw% zT+{mlQ}kO=!_=En;cbY=mxcHz1pPHcHN0>^?Fj+(%t)-ZzF332`~o7^b#6_)Bd>3A zrtyO`n4V}@x!4Axi>`O7Gu%YJ%AN}G_f06y;AJN@3@>3-&pZrvNnH@w2_)36RkJji zlHFmLpTkYr`>fXQvXtAr4v@efhCCrS-UfRYV_GQB1j%`M$INC|y!W;58(-x9Hed^L z8j%YjD`qlm8}sNiAWraP!1e$z>lao?(qZL5DV?#24{jqrCts|HF-yp~K{}5!n-Z6? z&AvOdIihB-rU}sWd-IWv9ogLhN+;GxgOU(~b*Fn{%W|b-nY#jCHY3DEfh4Z7h}YjpoDZ!s&+X?6nB>i?sicXE;Izg$e25K@Nw^V#0D z1$2}50S`6kP8=l$?#nz*M7p2y2P6!^7|}r7xZ3&x!uTTKjaM!~6$uc(I_$sI))y{# zlZc*4Fi^U~@-lf1BS@2ScR$G_P?*L+SlX0XrTMw-30bjoli7pZvU- z=slfjGyWllX1KJdQO)r>y`XmZ;mT0lQYy@OWch-AzXF-C>@$`_#b0)CKX+sd!77R= zs+(aSxKct730R+T=TBr#)ChdXKm3qc!7G=2Q+jB;#bW_RFz_*5@l)6_vuUlhct~0Q z>dz%&X4$zn_2s_~)5?>Kyu;cg{JyR4L*~1+`L?wSRtI%jEj>&YNX`d8aw+z>x=dYB z$P@7wryHxoNje{NuBhP4QK|+!I?hU z_C*!WwfmJ4-VL0BgYN%yaSY>?n~Hfk$`qmrZtfT^dj+8#o+ldTHuWnNy0vb&CDI{d zy7EiyS*>F4g3n-Jdb5%(#qEEU{UxS3(Br|@%j`0M^jj+}So-w({Xl=wkDcaa*I700 zl%7Av)dt~3pMZrWhn@bQ9dfqm510;Z$yL^0bfQIUFT;$rgwS&DQEEdZ%hvF}H+o99 z>@FgPEOo|}kDhA)-jRJ@Ns;X28Y&{|E=vjz5Q*{9y0W*I^q-+3QLx@|6@ zwPf*fMfP@+*viubJDxn$cB>amC))N+fsh2Wt}=f=R_y2PU9K4G8)7JJsG-Y0iXOKO z^YNf*$ZC+jF@ z`;p_6%?&-~#+S?bQ4ovMf8as6lGSmPY(YeK!wNkH=K^7wFvesmZpNPc$3Irt#M6R~ zDvGW3+7?}m9Mf3Dlua(6CmX#>O|?;7{BpKaOjQXKBf+xuVlHwBm6Zw$tItIz_jzO#L?_~(nn zs2xT#b~h7r<6AImIuSck*-;#H(S)3l6! z+~^Wm=r3gi$9}Co+ebgxvLqcBY4oaw89hzg-IHBelI(OQeCvNZmD4u?M z|Fw#P+Iy&ECw$j$`8uEnXt#pNlBgIm_#vLI4= zI&R6KZ&pO#NY9imLyu5D_f>lQzMl5{Qb@@1Jv8dijdyS5{XF5T3o#Jj_5g#HBgc&H zC3KIxoOOSWOyDz$1X@KN&oK!f3FT4l&q_kbdh48aMQO3$#MOwTA(mT`p^P&Ov_91< zYz^0T<1)(q_ovf{Ai1T=u*xCHfyUi}^MDn^kKX?EQ)5Y)QjIPK`T%LF?-+X`SS_&( zpD$RdF}jU%Tnxr{^muK5zaj7O$-BS&R#mor?*b`l$SY^v>I~-Rcq z4=2{<`@SLao`+$)fl8*m}vG)pVvg^8q6Izg} zBGN%cMMXgbBqUT3Q4tWSN(q93igZFK2?Tkhh=7WS3ZYr3CRC{@NQnxBPUxWrNFa1V z|MOnozxUbqKKm$#Iau=^bIdWuTq}REdzPNEB`eoo@^UaOZC0fAX3}t#c{195V7fi% zM(f0eIJ!AY;Dn$#EYh}XsKsruxd~zL{G05NG#u{R&TQdcY_!_q!UDlR!5c&TU7QL$ z4RuMzI)g*MRLz`+AS;F>#ya=R(cWiA?@uIP7@Cb&bH`QJ=BoYDoSG$OS2zzc^U|Tg zZv={!_ZsR{uB!?br|7u?oZ#noK0aeH&0Gt6|D?V07fE!f^cn4Be92dg!7;;xDu9ic zvrkEd#aDUJe%NSlm}o$*WG?noqj-AF2iIhLhoggf(yP8-?&F_k zx+$*e27K@imu;^Yy4vyCX{bM>_V#1}@7hYxH5BNFu@*hlJe~CPrpkGsUY|A>-VaoK z!>u;PG}y7b|0V;$dOwApmi}DuY)*^7ZYhVa4^BV$_Je%vGVdLr73qKdi99cUdDc^@ znS3KMGZT7?xIU@>?d|fwNP-}Ir*Ep|sgHwt$`v7KpC3lWk@%KN|0Nn8dP2&Fd$>Z; zNT@(A;>btw^R?daLNHQEs;3S^I`zuzGb>dB{SN2eiDKsKKw8>SQf zuDz66g-|HAt3+!w zw|+D-q`{fE4+t*V+r4Lp1L2oFo>pD~_{Mq$`Ss?jz&e|%Q_ge^?#YWd0qgWK9^~R{ zCCHr?ZgSH1f8ZWHP_T&2T`#{!E{-^ESnf}EK(=jd?$=HY-!i{r;9SH_mT56H4|!Q$ zdJ5o#7(aEy=}U&@QR$AphKCA_qD+PkB$L60pRfnu5Ni+*&#Q~ohquq7t-fHAW9g3u zjSZkn(DTc)oBVFP^|4X=!2p*)rfr{1=OR5LE4sq#z`0}qJ?KhisYx6>FTKq@M^YUvx>>r1QS4y&-uC{p@|JRQneg1A9+7Jd+ z*7N6W)^=vMsgq|bBUU7YPSF>A)0Nrl{QM*Yz2L@$huZ+;{ua^H8Ij(%`f&+o#Fy!`lnXz1#R|q zyh=Jpks7)@NVTAvXMWqqdM{+bvGxEnU{+^2mkS6oNpWWRCtyfGfYRN{j`2eBl!^il znu_g85w+-CU?66Y!e__cS61`@pUJ0^>KU?x`9+&l9Ke%lH@mdHdcL@KFF?e(b@Bub zLFZHQjs3wvXo$X~7ohG4j|dh<-xV)bnS%PU-E;kf$3LG}y+q}IKF8&bUtDeAQeJY3 ztI{_exRm6^Ywu8+WBn8xAEZKV;0cedK}~yRWK79>)}_a#o;^!`4Ds8)a9SmDp}!gd z^itZ=dr5o06a=(=6_s*em6c}T;#YCQ+@)GYcGy};^+Yb^%SgEZa&M<&JwC+gdJP2G z+c{5*7yC#g{|wtymA_Ek(p_^0^o@=T68C7{F!Oxc;8vSQK&3O4gKRBxUbMEag`oj-y+|T9y zrCyfe>_}NGrTt^gVWO=G>VoyD+PXeAw zFBrJ%QRL3+^$cbPLUK-u8}esf(od!iq)egWLpd=(Vq!xOd~7N>Rt zmv^88MoFFZ*J31m@tEz|AwPZJE<-yB?Y5a6DLLB41Y%#SXK78Z^s=JFz-X9g3C8GC z{r6uFgLb$5dQ4<%ki2|hxmd)0Xey4i26tmZHGD;!o(K4DPZR~x?rJSf0mSdtGKgd$UkPiz}lFFJD=bbIDOT zA;hJ$tdK-DA@kO78RP0;f6?$4%}UM2wfCaqv(x%&!?}wB6K(x~+#A1AOho|DEE%B7 z!rFS4*5r1R(J>W1=|$&-J+tQetrpP-cSd;+_p$W<0^bm7vJ*G_=sq@XMkkr;hrusu z-$|q0&S0OuoYWI|u&5>SKG!u1V=BGvy5Ica_=DPr_R@t=GvhORmBb~xC#;%FEkDg2 z-u@Rx@jq54E z92hz9*uh0SNbRQsxNj{^7uxu8vwkaaYzfnOONac?qiQR9n~&#I^hqwFuc5aC)jaH{ z_amiACy3wb*%8CtwdcnW8Qw5}hA5JkFxFK3r#4JY*#3d7mEp9ejl!Sm=mnX&5o0^^ z4EHBm1xK1DkZ?ar{U64TH_%iu#%H#wH{8)L^Oa)%CiR9KVRTMb>taiMh=W^uBVkBRSoyNd=-tFzd= zJoL>oBJAzpXMQ{;eiT>s^xVB5DE6Wi-4AlybmRmlwD1a=?3;o zoy3Y^`8({sWWf0?|5!!3DS(6=vqz#l0F7q2K#ZE3Kek>I$KDxs|02K(P*v{PF8Up!R>shlFY83(H+W1QEdyJ zdI^-YcRduw@UGpUj2=#2&|B@E74*PoB_xG!EK#{1>O0xk7#9XTr&rAlJ|3DTF0a_l zrs#sE>p?RAl|KB3TG*@b3T>;TcKyuY;@zJX-H#pB3%j=Os~~F1hYHEA5U+mSP^s$A zKFbq$b~fIt#aqnrvtsPipt18v)^VN~R=v~E)AaF{H0DKfIGZwaI)itY>y&7TmDG~^ z1+gnXrvbI`Kvc{P^6ZGR-IHU>72)=$mXw!%H?<2e*Z1%zDfiuiTVyH--CYSH5 z?89_JUu@UZ^cYI7Z(P{rl}$*m8+fYVDMT$oFr%G^zOt?cvVZjoNaR&Hq=Y!@`M;nL zKpv{KMIQ5x(_0lVJEs~hzat~epHkh+Vb5zp_;7{544(PhkKjC^;-?CY?7pO-0^vOi z3>Pdo;tUtWZz)>DZPc{!9KA|W+Rb2O`*Y~$DyX3wf?QrG0Z7+Oe&X))vkmO&_FH%gY)eVPxDj=j#QNtAOx54Wp-V{{*4gid7f$)7#Vf*1gK<(;iRG43FrE zK<78b5k7yn3ca5$m~K#Lr{$qYrB$#}aeQ>MX2ruzmBphz_8&&tQa*Izh`WzN{pfBj zrFsr=|N4#JC1v3-pcX7ZmT*98Cz#?e+rEQvRbIAu3~T-@eF=Y^3axI?#7w3?IB=|2 zJ%x!u#o!!X01O@P`j)Ca*DXgVCHTExeQTPUALd)t;Q|$7V}RS{D_3HwlCLH{Nt8(O zK$jvIX9xcdbwG9Q#NeDCkEO*0VT8B;VovH>Z7BJ60;S{9C=KUcD;=u>OuV;!Z$-dH zFC?~f=SwNHawvOEb=ekW%Txn$b>0Ps*eDP@K7!}E3bgUty?jZ;8PIuJT6_9GAP5eX zGf2nowX_U=}o@WF|j$(W^S%7x7O7V1dhu^^zu6X z4ta^{6rao$iz%~nxjcrAso%$6a|zLAGvr7|!*sii4jHpka|&wS{nTBRM6j^gE3aN1 zPLhK}08veHKg?+wJc%S9Lo)8!=~d{>M8BO6ZPx9K&+SCj_yMngU6mWUJ3s#Av|H^s zfWB(eIs<#p~<9{Xno+EwgU_oPMvu(zk|6{Fy-Z=;EAs@LjMEpSSy* zJCFYIP(B(b!87JdpAimp*$m=Km|TM(*ooObsWDuX8bGD$DTmH+L3Z}lu4}m~@gRk7 zKWA>#P7Iog@=JzS-uI?j9PoaM6+eM%c}-*8NL5DixRX%)FT}Ni~rNky*zu_3+FPdg}Ac_@~isVS&i&>BK>w!kw3?nLsfZcm;y>^!8L%&CYf3pXdx9%Do3-jBl3HDG} zFFI@wyd2I=#{GhcMy_kM9E$KO%+JgJj%wF8G;`4U&8@g{7}!i;P>uDBq5u&k#ICKv z!LPNb<*~Q`px~~JZ({bh$Kt&KM~x2YH{NBQw6irQ?suiOE;~HW_S*UvqIcpyvVhpb zfn&2$%-o2rJ^h?yDkKnN^;pcrL0v)1R)=LRLJL;%;3BG5qm(44M9NyOqU%~)ec5_= zpVX?gQGG-l6d7YRsKU3K7;tC#=D`V7)#+tnNT0QBM{<}#_RKb^KLMPj| zH@$!XFUFPGIpRf5#SNv7yhP`3ZA(A6{|AL_(HX{k%px!QuMk8jJ0yd zan0ui0qZ4g10t}wMH>@bP57jqL&9ag(~NOAqAub!7FKuljE0zft17T|;)7Y1j{v}A z$?nUi-t2ULw!2$egWmklm$4okU4MwF&rQ1ImSz99LpifuZR(Q5n8OEUx8L?>(L#%( zrSGnUKY4gjd-D4{O>;Kwy5-I)>a(*8@)BC-1z|<%yLt)LcP+_Zb`2Ho{`HRQPrKrW z&I;Bf&gN`cRX8e1bt1#*pRy$HzF?09wy;_|fo_M!U2|Cr7u-z%Eb$OGOIljs=W(b< zVqU|Q$@8|Azb`Z`E91u@&3j7IyJqlR&R~#w^-ZHrE{14>%zQpXNT?6pDrJ7w4o@|9 z{}-VCzl_~p9yqqN7em|Uz=AS&qdR~o7)j9PdkUiBT<_jHHC8b>BS&8{W6_ar89=9) zu~K;aEuiCQ%(_?MtW}c!1()eIE03pdCLJDsJae{sY^O-RE+_tel*}$Hs_33kKbHbOpg@u0Eh*c!OJHUXIXOe z@M%+%M8EbcQGUlwhJR!esbmPlgP^VzS@#hJ4O^W2ztM-IN&{ezkh_Zi3;#2t#j|Hqvn>1^6ugpS~Tx2$nfymE=Lg@gM8~;VMCY4_y z|0tZkA3}UzP`Ek_J?!NDf3g7a4#(GbLvwMgb$sp{YAp)Cqcypf!aqC4wxO%KsE#f3 z=wClct7fIP>^U?aS!V=2&l$n#NMzxX!bB*r$a+13w%EZ%5tjt`#*ubu?aZM4iR_s5 z+Ms*);WnKIM>NPjoo9ZE|BG}7cysLFBx3uuQ}XX)_FTN7F?_R`5iA;KygB}nQvPZS zO}ib<3my8L_bz+#Pm9)UYl`Q?PTq?Z9bIXIui2jHH}x5Mz;mSwi>5>cuS;fYyOTRS zSt#E{*T@Eh-k4S`(e29@jbZ&aOp~d;Cik9zi}QlAbLq;exynvXfi-37aYL9J{aY_! zaarO@K1Ufyg{9bshxND*tI)w?rO^-kT2$zO;_i^?3nMd&qj7%@0So-n%WlY!oe1-@ zy^EuF-Umc>Bl!B`^H`B5YeH9KF{sTaoRP!{e`NO3dPg4=sTRcIUHeYLHS2)viVd6= z){Hk*Wi#1&iN4KxDJz6x)t$a!AQXA2|l)iMq6pSgGgc!>dfMmn;DoxYz(Nvsl6>Z~j`?RnaK>lk9* zn|3RxRyc6;+1G#qBRe{cBtoN0)|~3vYD@Nb(NO79J4thIe_JHeZ`R->G$sSF8e!>_ z|0u+MP0i@Hun`Y|1g%4yrbQg;ua&K>A2*;$g-<#~pX?ieB6$HL;{3Ljc4lW33?o#x zQ+bcJej{Wm$RdN^S`kF^NT)CS=wU+|R#P*qj~6&fBgyu5D-+1dBg(=+0=LkjfW zaM7BcZ$n~5M!%M6wK9gA^FMlsqU2_cE(VA*U^WhaNR{bsXz{}>W0W&Y2e`4g*=X9a zyG3dZgXasQ3}GoJs|Q_E7X$H4R>tb872S4P%8>;BufvgIc`dlOl0(u8@?QoEo&~|_ zJgw1*utq2}7uT%Is8AMhrt|c9)9#RQQ3OCepviaNd`w+}J7HQvW`Ck4Z!&R(tbf2o zZl<2`YsZ4_V~CbT0Xmm_soLRt^lXLu`eeN&xfg>!pXb~T56~c)>$9eEzR6q}NY# zD@35@`)0^@Z`k++CLi|_@6?-mpK=HH0MsS?cB>fIahh&GWKI9pT+F8|pSrwRP=12d z*bqxE%1Z;kP?#n?dnQOieJER9%e!lOpU_HaLn7%D8!38s_-+Uwd)0zr>FD_-<8nXk zsOBq)Db5t&iO{7Dxp{E-y)5&G2plAMkFH$TO(knu42?6gd}0wn<}gqgFtr9Znib%q z@O{Y6=UdPKw`*j@?zMvpIiHik9-@I;P>DGqvbXOFU#bsJxLoXp2rS{H%3Bdwb3w7)^rNeyJ+l^tS1lf|^ryh6qcMw7CS$+4%V3dhZAgh0C*yPxxyObJP}r@-p(d zIt>Rp&^lAo+tUyE7T7ij&)E&QHw@0@Nyk;8M7q$c9LqyNf zV?u&-H^Dzf32}efCsPBdswAJI%d(?kvkXq8tq*h`Ib8PaMfTG@NP(Bv+c1+75PVnu z7>FSJFI31y;9?3FA1d|sEeG@4Krr&4Q{h0K`;T&*%*E}U4P=(;aUD5!lS11j_Gxx# zVhNt3>$5PBT&$!1v8pHCpl6UJ!E+t7-Ub5_5H=FKG!+j|1k%SNv_n)&U6gO)P(hJ zDHBslSR1_rhq;yMW%h4=xxIQuVC`h+g}?W=L!&&kghP23Yb1V(ov=6bImTdq$!MC6 zPu&m@oK2B@mf(kdq~v3Ust8>9P@^|?_y{90EeMo)*X*%ojF!cUPiK3JL90SmjL`PP zL!RrR9y>8Ci&9ktS6G6#t6V&PQTJbexHia)ZEN}24ZP^~N8!}mJ$wAI4D9(EVt=R+&Az6kVJ%_V}c{(Z>tiAKgy9Pdx9~3C49sC z&(dUO^Hqtrt7{%CWX$Xtel_~LtgO~P54gd_9U&!4{P-cpephl+OM*9H%hTa={^QB$ z7b+XyMwR?_32fs~KWgMR=kiPK|EnMJKVFGmJqL>ScocSB7a$Pi!2sgmjk%LsjL&mR z%%25l{N&RMvw|mny1~UX)%a`ub7Mwz;WvWvJDMQyz%tswTB#lXMM>s@VwG3P*1);> z!Gha;Xz2&_lhe|G;OGH3YIW_tw5+UkzhLYIRo;A# zr2#^o!G?TZbOvwp%yX6dlh2OfT2+@MnSbY3w<^BAz>S(5v~P@l_rweA}RqT-%$Cz6w~;HgF#*!L0zuwQjUo zeZ#&*hwEUM&b}j;BftfWWm$@u95S*6o38GjIOK6~Ay3unuxJci3KAG1O-~_BXxF@i z$IGENSa7Rc#~Vo5+<1h!HtLH4e}52cVo*+AHv66U8Cl*;Hwj;J$60}B@!elPluO!G zR;2D~#UVGADYweiNlQF18R@;El6I~Lxnt(K!DWqFhlV8-Li`oH^orANuWG*}syu^? zY^BAa5-~&yMo5^43&ajfmA3tnv%PUuZxPuh9>T`ytqO-eB=0|-6H{5i_D`7oH$x3* zHRhIuHl!uh8wP*8YA8n_%4j1!C~)UHm8=b$gdST5&UJTDYcnO?8ucB&L|1{t`(VK_ zC`98_{NESU+lj~bhF2{tjl4ARsFjN&i$?UtwFV@~XLcz;jvx~4)-!z9L{&EUy&PeB zZB)%ox_5OS9vQfSb2z-x{?Uk}5Dj>6OIe6wN;MLuuTW&cDQVW(HP!{$SnN zwm|nX5g2WRF^&T`u@>9F;k~^a?T{SzMGNh+UqoNg++HI4SSdh%m#`!Oc1P0E8^NBh z{bT)uu#@>Ym}GMpoG1PZbzNi<6+(C|oyKVFb!hIe+~6Ii=^s9V5$yj^phJc#&L59? z0h@S+0UCt&EK|57O(c)!M0@}~q{{_)mSJnQl&{^nY~VOwmoaZ``ov?5I7*Z`ahc+g z8wa^NE@YFiR9$0~Et937M=iP2aOQ%yCB|ZSaaTsWeb}$#%xG?OGvt}m$TjW7t{-`S zy8m9Oii5|7MLynEL=y;Z_BfyDa=<(@8jHid<$t2E#grodG?JsRUKUh%RzvAWNfhhTZ=qdL&+#vo~M|j3LKn&|(OCsWC zZs)j6bcg|L%WZ${a%aQw>kynz(YFLMcwk{A46SNlIcS~k#F8B*2nil8)HyX$_h+~C z)~>#Gq6upH6Zw$$kX0(Ko0FhoKxBe3f^4}K2y#*^o{E3k_AGRB)VRdy1#|Gj{CQiw z)v&!IuO?o_3!`}7aD86cx&ndx#aimcG#?WQ3JQvko=7)&{_{2PE*#d|vv{c$B4X#V zi($I1d^GNBDte>!$z-HXz@Y>s@XxyLjQA!lGsxWKWj!Y@0Vs|k1#|8|_VcQ02V5OL z);l^JHo@aOGJ4xa*k6Rlmfl<0^2^PmmtRvyY zFBR;vq{Dv$7HKJUUg$dDwg3~(d1QH&aRO)XkmL+-y{-qURQ=B%$<_;-O~%~+Fe~!H zGon2psdG>lYUMkYg3%0xY@LCH8r6HFye=k;eKMmf2$Cj zEx9@U922S!W}Wu#%)7SZ{}$yC&F7F5g)Z(LOJ<+`?iX6No1MyUg-yW$FCHh42~t38 zh<9OOj@OR_jo(>o@I{2&4I%aD7t`jV;bn!uSZO)=?w3n+CFjTIQm?Xq7h3LWNz zxM}J_$O_dS&ONb17|7Yq-HD~?--E}F#bwd9f7*tI9(Z4v^jZ?3F_)c$*y08+>7)0v^DlQ(J=&a7c%J<)&8fWL+(wM0t3gt2JL*8`y;>W8u4=W!cvNpsm90k^k@-z|Jv9`xOlWPC!&PH ze4%oWUtCI1e9<%@14XKLAB`81@Z~}4vW@Rt!Jd4r3HjvI;-B&CdGKR6uh-zujM}H3 z?2`g7<7z&=EY{Pec*7<_uB=*2pA)Ifl_Ke*l{P@+;`g|y4^bO3|p5&PMSgU)?W1PqD z-3hUs?}6-Q8R*b9JWQ~ikC*Vr)Zlo7lpp()d+H`Whw$0f-)F^N7|=G7itB0MchQ=kc`9Q>(i;Z+9(?mf z{lnc+XgCL7fR|5PaGhOt%Gh~A^?oj4;;X5DH*#_2oqwQ~ggp6M(6+g_e!_yRob0#H ze=mfSvR)`?oJ-!j=EHIlMIYIDy-67_d}HTCU^~|P$gUPS5!sFqwDtpO`du|hgx@|h zZ0qTRgISSVif;n?n*5ax+h^mD8F67B!m?RcHt&ASRbCBwHeB`gHoHFFRm7~fVhurD zDJ;(pfvefMwOsv|*iei;rZO&Xs{N!?Ld zTyEMtN>6Wu3O;(hjl{RC{e3GIIR8UYqqSs|od6C7h7L3dE=g~PaSl6%bvvUS1>%>J zba5yM+q1Im3TK1s<=q*Gd-7ic|mN2@&Snpuv zDj*F?(;Bqh_tw8=X}k*h5bHsDh;|;810j>EJQmi(`I$M9eiqzgHa9=6?Qk&l3&yEO z9V=56-lWS&CtO*`%7;7|L7=~ha7~W?b0xYc*em3bq9)Gk9eCEY32MQM!hfz31x)-} zp#3a(xgu+b9cnFp;DQSPn9@0#$&p=QjtCH8G*w1|C7|T#&K|GJ4%}OVqtY5u!3WaX zQsZ%|b=SAHA830oFRv}x$r42NC(5QIC+$50D;xFVzof|#g?`Csd7Z17L<|*FtZfoE zJgq;qv_JImI{shcX#c~kyZ+-usJqq++!@AvrG+i*tnDf4Cw({qT`!H#7#)RTx_ebm zwgVPO+r2!35>arpuy3( zxi6LG8E%Uyd_x0OlLMr}gYb8eAhgf3r={L<9WuLrtw20CkR&<6h-D1x4(R#Mb%yyB zHdn_IiK>kP1}>`g*VEDYDYAxjFCI?&3jx%>$R0uN@sQyGtv{Q!!<2m7TS=V=w!j*E zk05_knVFFF6@>TA<}!d>)^4>NrPK88NF?RgO5D9VJtf>Bfu=^ffTE0&a7n>ILl0~z zx_IW)4-b21kV~R{|M@X2bYS9$&E?tryx*3ZwF4~RorxhZ!G1>S7Kk|0teuG1@YR~!ZSp@oH~@t4 z;-%lpL&Gc7Q|T#rZX~Oqu2%uJm{Rs=RF92UThC8F&0Y;#D>J7G0~cNHoYh}*B^|+Z zHew+0VfEP<^0~^=*V62IULE9%6gTMjzL}v52-UkDp9o{dAlPU32wW)b5x|koNy)NR ziPcM*yFai$zLWJ1PHAHAf5XD43s5-Kr|W=W_#bs|*%}~3_Tl9`5a6a2=_aCUaU? zEZqG!FxKvm+$ZG$c$K5k<~L=IK2wT54XpOvfTXH^?;Vh7(hfs#a)iy^FoTh*b}AVP z%4G@E1Ti(_b_QxSu7FQ7j+o#KoL|R*f;lJ-)gIV_s9iBc>F#MzO4>$&4if-eO`iCMz!OB`=ok}z!pW&e zUSQSRMXyA&))}_tjLkURH{fJiVD;7Vudr@|l;jCqL(0h+=^*F!7EaTzY-o@Z5x9G5d%y?=j*#QG1r>8SBQyOe9K}Cq z#x;5T=MNY1-Xixt;gIrZwdXMB&0u9d`A*Ald+Yu?ti!BII=dZ&X0sn$n zY)MW{ZMyj$mM=F$@2u^ZjDDwW&20vDTh+nkJG54Z@;N180v-IEmokz>_Zj}K=%EU} zT+BbqaA`gPl`@Hme!NrWTa$wM2}5pa2aS(RpPN(f(Mk^lNuZe_Xc#HOaB+#(n%`(G z42*=KwzD8eRWJvk4pnxi>vTuL=9uECxEtX3Au57>WtNNGszvR-9b~IY_Dwx`R}1>d z$FVv`jdEm`!@!%tp6SK$0mrFNd!`v^9Qp<@*|MmNvBKe?eNrWz9<*SKVSG61TdaHH zLseE7nn3xZjHVic-NK8M$bOT9-43c)X9X{&1>;keD%x5l^$TA#{_*q~0eSqGpDOF9 z5e%4`y!rI`qko!Xl=3r2C{+MJ;PO2)YZEkM?CXbFcQ`9F>k?U!8-*{VZmz#NOCVFV zi`HLs5AhK;qgdK1b%gI=G4<#j@L#Eb_~-ILf9=0urqv_y0-?G~DS5EDbsLFd*82LA z)*A8D;(hc9*Gw^`JV&dlpXtihiW$0Vy^Kq}oN!Jt1nD$YmK5fGb6$>k^guT2eAYZq zN@*H$C!@`p`amghr3-nV%aog)C_5hi4JzK0Xr#S4qLmnQ$<&cZdkee3d%~IkngE0h!a6>*%Ul03LtCF`E$HJ5Nj_` z2vz1p^qr#qaIy*{v$QgTBMBk1XD&>F?mhpPKsM0IMTOJ;F!8sqTHKDTG*|d?uo)9^ zO>vjJefi?CU5ZNwFL1UV7pH@4+rz{KnZ1n&q0o{_jaMc4SnSct(MZ?_f762W!#y({Llcg=!`^`@* zJ`+N}=}Klg_Jm&~QJ>C?;}F{gSm|EoWE#o`X8>0idR@XCZTv zFRu~red&{@@${iU_11IYu*?-%m+D^@dlWn(kv6ssFQy`ta_e!7&6mnO#yqA63~RM^ zUy#W%5=>=x)Ai}2l5hWFEs~7Ba|Fp4Ci-{)0)5}yvHIr0><}?IE^tOwz^f+T z>{dY9+%2D7Gfy+#TBJjs&y#j3@SP%l_ zyObVgp9->{jJESVRsxQcn@TWL9kmcj>exagc2sX#{Js%NioZ!`qYgF99BtHD1@|r} zcT`$Wz!{QjS8?8lT|RTAEE?3i;e7j8_ zaVNp529!ObG$lw?4QfI5A~ac^=}A zD);3<@?PZxuq0N~16walH3bfK7Mj~6JaE3XSGm|R&f0$;Dz&0KW|osSK6>e~M+t&$ zPMvgcvNQhS`I&c{YyYgf^+7SZ=D~X4g}`lFTkE^(`q$Cx9k0rbY|IL`2ktdNzkESt zdAzwnZsxJSrSp@!t~5!HFc9gChJ}nvX4O)gz%4A<{sbq&VZf?OrrT1XfrRvl+YY!( zm=AHY_)#5!VfjjuuwUdv+Vy4)rf?sOHdlCC3G1ATkHVvW11cx@Fc%i@JLahH z4JMrF8mLD4{dl@t7H=s^fxWC-SxJON5>@22(PJD>+`yWi1Mi?BW-jpCKAAsx`MdIk zRqG+^hCLz_+*S2plj@nOO`YkQD^&8>mR(nQihRjn>(wTDUMS4-f+sr)9G#Q}y0F;d zHx~exPh|k3_B3)Zy>o?r?ZF9t?HUuA6+__UIo(tl7kBye_=JTYYim?Jqv>87?2xvf zANPy^{|1IY>Alnq++W%2t{+Q}4^?p|`<%f|68G1%X5%hFC5p)#V*f_EPM_zHuH?XS zi4t7pK*%;Rg1$NDPyf+#?;d|3pMXx9k(PVfbY1!$!_G8yT*k!0QfVT^DodkQ@&4ho zfx}vdQf(E;L%+_)oNPVg`;2#Cq$DL{n3(1r6x3aN^h_J6$fbb}LX~7ZOnmoYaqLB# zbG>(oEPl7g@L5q|b^z6yU(9u(ak{1BSL7KWfq9u{_?(Bqd$-il zW5?%>(=S;a9NR`99J3wdQXiuxIErS&Ns9K`-x?8E9NZj&{AST-ay3lrS*&jm1;$5+ zb;XBl>))G5jDj(8z&pdQfI%86jv8lWA;E*QN1Y+RB)U-L{?RHtJdO~n{)V-^F1 zP^-x2o{|@P19Ykb|89SL*eY2@Grk4`kZZ*@pS%yt1%*X7Zsq%OS}@H-G;A80>j@b7 zr1wZ+xhT=O@lkEYBiTv-(nc)7-<%tUi`!V^5&=d2sz|N*c}45pubn0#dhj(3_*vY- zv6{1%?RqN%4P!h!VPl1Ar2POnr9>Dg6c{fRd=?9%Z85TNB-jF_dGGqDAiH-nj-fTb z-nOyVywp?sL>I83TTQtn*l~gM-f)hmHo~s5vg5n1OkQ?H1`ZBx%|%z5t0zT2{_u%% zYip4Hq%bi@SpM?Z^_ibP-3xxWX8q0FqPY5Pajl%1*XGT4^Zk(}K~rWUXnn#pGDzso4aO1^Er@ks^-rw+SUs0 zuBTJOJtpB&!@mrU^7l9?cfGHmp!0~ru&m7eWrYJ3`0zuzXLNHbDP-jA>3~+=-BGu5 zOa0q6J=P9JJ^`7FDQT7Bmmg7~Ew9RokGtd~JyeUzccp;KU01U)V?k1IX99Tu1rdueD!If?Ps2GL_}(KTY{BGer2H*)Ju)R4)4sU$HE$Mb^4+5BFHt%F$<2&TfGlr=qnJ6*H9Antb}O&P^!d zUIg6$5Q|9%UnD34_>FesE_rU{fv1;Mc*Q`qf1k z?>~AI113Cf@(KG17^2Gjr~1p=zjc>*FQyCa5%d-ZqF@-l6DbnhD7oB`vTSv`i40(< zAg}-d{IVnAy{;P*pt60#4lSw9Cj&*g>3MN^l%Ly0suj#4@P0 zVY7es;A9JH*6!ye#QH7}GO)yKrf}Jle@#NfnkWMpymj;aohFI+?P=*XYLp zO%rNL+Jx8Fwo)^W9A24OR_{?D`PQ`z$feaUGd>8CbVw@G=j&>?Mn#x|=FrOLS&2iK zz=^&er(f9oyi~?meH~&uR%ou_CzVsH<RBNBmb28Mm^XUM|(siy}ZZ&sK^hs32>}jBL z!&nb}6UUEjhdKV|!wBc8_2Iu1~lKd`S01eUt0kam;K9Ev z)?`U?#=uL_1)_hhm~17n4%%V+YIxMlKakOhhmm6lNTq6xoI|01IimYPO#^x(LDV8v z3|ssKu}FD%FjO*rgkz&o0rDF36?`EqG<744`qzC3P zteX}JPEdHXT&N{dwdj_k%dMF)Rc`x2Y7_uILFn0dYp;q6NCVRm5J~9mO%V!{$*-%E{ZYKqGWAA9 zm}BJ8gIBP6FA+#bpdUW1^1Y$=#OQh_MLHYfX7UC6NzPHiL^UwTvJK!rKeg`kI~?-L z>%&KPiE-J|B87J{BX?@w`jZMw!GhsVL5xG`LY zb|D10@e9QiK_bKfEgGTWn6N%*IPd%I3>f`=O5PM3A8*=RahK+35|%l9D@EAGbY?9f zTlG;B9)uq#+!}o1?S1&kr8f^;Gl2Ohvg$_5`VOBxhL0+}%)}6dUSPN-H>;aO7SgDl z-4WCAi#2ePgtrgL+0U1Ow|eNqgF+z*@nP7ag75QveL33Urdu_8zxH$I>@s$ST@eG} zKL6`F|NkJ2=zjo4;a60Rb?sU%3vW&f-HXxqgDrpY(3zuZR=G-@0Qy^(s;}hBr9Fu~ zcyq9qsqledDx_`*+taIkJSSSrT$HH{ISaD+f(sCu)mz<7?jaPs9G%>!Dr0o>UtT)4 z>x$WP(&Y-C0CpTd5wH^tUps9?+kbl`l);4nS$No`wJj)fecgmbsv2;N7_J)t_OH2? z;%l;mHs;c$6@bB&p58Wm4gJY$sQa1bPnd7YKqa|hC#f9HA##H8*F}|Qo64`53q}XqN2B3}29|@!xih)v~QhGZ^h~Vz~IKz|7%7cw3y;ktL{&P)Tag*;&D?!NIOO zy%pj)Pht;?u%^40Ff20+=jp5Ae|$9)*OsFM_o9S4f{DeVSkVC!o5{L&?ZbjQFk9Q^ z!w=lb$0vj-&Ud)k*WA#KqDZ_a6&gCSWy2;Jy|u^yxh(tT{zwWJStgz28{BMY#t`SX z#Q_{evnfF|7Z-L@F`Bq7l}0~v*kCkvl#FVI1U&ng|6P6wx+8N9#IP>pmN zE@LTe49TYxV?%>?-?Vfp zL$@kvL#H%FCBSEilXjc`c`3HQjJ5YXkrq}YfyTx3b$Lm9?JK7Bb*m>WWSa-6D-c3c zn$=yZ3>X6>pEX^yYG0TFNn!*~(Ug=W$Ubx&wYIaC9Iqs9&ckc`_Fr69s4}alrPe!v zP!$$ew{#k{p*PR_H5_FXz2Rt|^YlT@Au@TffkkY#B=40bcC^WmAuV*uT+89|r{c9D zLsey!SCkg}dbE!>iMR8hfM#}OUvM>NRegIKhQGZapv@;6#CqC9Pm!h%T^7ufk*&qz z?Bocy5FF7()`)p!w7qdaZ~=Mjs)8u3Q&6si$W9_k$TfEEoEXX1J3BNlN6NoB`<2^% z+ePa5ZBP++-25(Fmk8w95pj{&6xzgr2uL4JCMhm>V~>dbCZBPkaeai)l`Oc43wxPI z2VWh~j_@R1 zW#Al5tn^SGs&U0R{ZGw;01B>v%)|j0ZyV?0=Q`i2eFA+}anCFIkwYge-(RFVEkMH8 zt6nD3e0Mvh3n^Z_#86q(SHu|;T|2*WcnROy_Pzy;?OFc4@I1W+?f2IH4qId|dZvw$hgbygvRk{aS?7k1< zk3Glmwz{SPPx6I@R__F!s}Lnb1(N#`)+Ve#b3q7Id=N7*6eGw(WKSLdaAMvStz3^w ze|(E`M$Mdv%G_BS{U$OmBLgpMyEZTb2ya61oj5&$pZ#nNJ}m<4%XuB?lcD%JUU%%{ zhI6eUwH=e>qAE*}9+7n<00Ci#i;lF6v!U`oxvF`!i?Vz;F)8s}Q=3kvrZ~AL z6rAY-?H&sdAjzFdD=eVg+iC+OtO?)F^G)yQ``{wXZ_W;i8H9W*k3}jkf94sfR_>55d z>W`}M9s2fBJz{fo2(jqWr6+40H8VG3jnpED`$5S@SX3a}IW4Lizp-8PP;3Riu{*Ov z9nE#X)}75{MTu@Nm1^OlDsm^evdJG#TpW04x}w9-&i zRv}tgt}ytoK1uIypA^AY`Y~-%wcilC6}$J@Yu&&1$ZfaWG;(4Zc>C_NrIo`=q`E%i z=cWFC{sd^Y9QH=X;kG)ogkZ;)PceV7uaAB3GSf#KLTsog9o*pjnkGwJ)GiS0T<;k) zHd!?c+f~?m8yo^Qqy3pZkZ3g#LX$pRVZLX`uL33MPRrEZvS7#jpURafwn@q9X z{VRZhq#H=52C(G=9I;~dO)b;i=G`!F?-{mnHY#w7%LZ^vA6}(5=W}B~V}(ezA3E$$ zI`xx36Rqw}q|o$yj2%>KyzOsUs=lv$79KIrk64{JL>n=4wamO;B!!`Gq0OlAa{|m{ zGiYB#v(78ej?F4B*DF?aG>4{{nE>-KVS$_@pBj!zb^t2u4(LZ7%S|Y>_t(Ro2FiN( zCMCMg0D#u`@4BJG!7ugOs{Gz8R-@srKmcV+zTcXhrM>S2zNAf7?zmNoRni05JQgstz>JbZE2c_*ntSQ&agY8Ggg1n|K_^=8f zVZ!tomB_|{4Ip0@jhUM3CN@mj9=0OtLMHL1hFGS`;xt(Ugdi#qs;a})-x0zMudEC77|uZD90eqhuJ&uUnR&^>e1*gMn!1t%WZoK_9r9mq^=F@fRJqHOkg-vO% z{UJYScODUt4>Tx3I|3E&pTt4VRUO7>`0svLX(}$LkGAp+537iQ zhHO@?&qei(1vtt_KCl0u_OoX0FMl5ns*^C>Vy``DPrE7bPu%t+NUxT=Uk;A2#Q#(I z%4I!Efzr(J8p~{=5ONoMDDlbA>NE3?Rqa}>A;W&O?{)3}1)nQ=uks*xu3oW$tRn}5ytS^?_Nb!eZwRr*`x2Ng%I^k=bc-W zlx~BRvfm^Kvu3m-_Gvn;(MKNsvJ>%Z4)vDMz12h@oK&Far4vSj*k``m=EVwca^1VM z?P{|Cn6cS0x83i_y!%L5a^YL$1E{^%u9oaHf%3*KxM#)~d2g_-Je)`4nU3@O=r~C> z*Cmw0ph1nqp(T;y`d^}NK(8IB97H6b8S4l8Q{v_UTyTMd^cDMtDMA{BPlVLgwriA7 zHTV+}=BleuQ~$AWdq4r=59aKDvV<9CxhIBn)JQZdO+i3FchRy#BWF&tT|x3DP_+-i zkBOgX1PrLTY*0;ai1Z-hBCI% z@XBG`SYe|v{OJ?PprgeWViPetzuGK}?$!M8&?A}y#mnJFvz2(yryKJD>usry1rm@z zgqn&yhH56lSDvty8LzA#symVd#eCOz(e$B3$zmxV;+=bLIwu*s)n&bq@4)xE5|}Oh zBXX{#4)nYTpCrrQ-;aA$>V{BM*(2h*0<;Sy>~sh#Bgu6}h#?adRsAlfW3b`7+4F#N zJL@Y4(5=lwLTfKDEc5Cdn_WF?HHd7i%={cky0xMS@_nExnNdi~a9GEETN}3)E7Wwq zGbWMEI2#o^1+g%E#67CL*QPVxSmpp)`!*3Y@3fL(>~48i!riB$Wm--tx=D)l;WD-K zWvei(2xtGR*=YQLWd$s{J6rwA(8@t6XCQT9!++h znkzQHA(d%LPEKLEPEI_Wu+gV|FU#?bS=zO?+Ycyg#l@GNb{A~;hw~g8e_|uB&U2OP zuMbb=dnU9<%?- zpoqFweNr96nuPM(j=?}hI0CV#o7$}!a&P+DfN&v9-&RB(?CVk?|i#7K>*aGbP-Em-GVS zzHaVdjxNz1x)&FRpSUBQ&aT;juq=T$VLAHZOq?`(-2H1h<3L@^xj$nXNbUV58W9eL zDoMiGh&u;@UaP6DYFDTWk*-?e2LR~|^&4F<61|+egZo!S!S%PI*vAK}XjsA3r>ytw zZVNq0&r>BoawG)_Dg&WS5Fh;7_d%<`iA;=dR8l5Sm@%WJvDv%Y@uq>$`ucHAFR>ag zM{JDa&QQuww{nknrn=Fw?apAag1CE`cU}got@7>cmPx@1&goY+N5Q3X5CWgQ1DOMF zY4`<2iJ`G5)pO(wLcyzm*C_&Jj&03s8$jd{JA7uKepHYMj7HI+>-!R~G_HF&Mq;=^ zn#lNicvA}gmayj+zw_f700i*%^81pdeHjQc0^POKbXcj`oDbppIn~0!`i|$dS_|Q1 zWrf(0PIX8xWpOeEy6qpLVYq}}LyQr!KCtgi3=NosGvu&00xVUHnw~t& z{MY617f^uE6MRr{Z7noNcBhZXR#+4_VLu@U^lHq9oTqk|A9FhV#>d!2TN|fHgdn2U z$w5N0#g}}BO@wp`7nzb2$Ii^O+Urz_pT1Hl+u+y!RG20TG^VyYad33bbpCbhshb4 zdi&gwJFMjL^Wob*K*H^=_LpcSJY-!psPGb!-tq-6fv(7c&P)D0Ubn#Zgy5k31cGlm z>waTEO+2}7Y_%yr@#JUE_Kn1~eM;d-y>Nu-QEXbe+9csFb3n3Ry5b;4R|E%LdK*o) z&U@KJw$_PnKuWTr0}lXm8*G`1ND?%#yNLT^q$24OU=`(r?oYr?_A|Rl51dm%km`L| zyFJI~PNieAGMPiMV&Bs+W61gb0D5ysOmGof~0We*<7IT?Yv32C?uJYy!= zHC#~2y$?%%fM4cf!$%-L9wL3>Ad>d*0A8iwimzAc*;38WWdTg?0B!n`Z~<^IzN0glkltmImGCxIKWo(x2+{TFb(Pc3Z@ z)&e2^GpU|(egkCwfj?wsl5ev2J}3o@IHs4EmZ)36oJ7kgI*XY-T~wF<+%xw7?+9=j z2i8!_dkROI5Fa0W$Z<9JHE@cMi`|J9!6 zGmxHTR>sLtxyf5WsLflvu}ZDH*E#@1BJqBVeY=D~2+=!TqgzlDpkyH~EjzBS7tyRB zh>R39;iZx{*4X&mjOmp_gNrMY%S(AKy1|K|5O})GwU{OWqi& zYDx?}-7hlHltiE;Cf0DRx+nQ$rVWZ5ep2WCF%-^j|8$_=rt1`*xgLtIY*PcAr%VC3 z*gDrH*FG0G5bZi^_MpelRi|6(q(p&ds`u|+xuCB!6QO`V6%5*P>i(JE)8+xWXQuGi z?_PhUeq8aSDDBVcPga7t1mIikwVWMOwYz>uU~wFen!$UFS0geu@3d;;5S2wrSvSI@ zp0ZXD8iidfoBvYhW?7RDf9;ekYi0By73LZ%!z(z}p)S*0BUJY#jwJ;f0poii{H}Ea za7qY*T9IGT*JoqO>?5%*mCKun&#O88f_COOJn86lsDyRIgEnpM-5I@j z{js29Yw(a$&56U`(r;QA)q3xH(Y^$9y1_z0m#b}mnzakXXl>S;nsbsA?hIA=Z5MId zw1oL=88BdU4-eW?o`z5H%An0%wh{C@lIR@g*?skY+T*1_e_t#R-#5{;{kK;hhHuHP z=jAc-Lt$04&m!yX$tt=Zoi1O#a=F)J_?f$}k8nVvX zT>pI-;z0(dfvsncaRLX)+nSx`1BQzJFKth7BRWSfYBg)O*~-Vej`&c>YC6o^n^ssP zTmBFsF)wRy5ht?E1}+-*nemYOIZCG71y(96`SvhLM;QSZB}t8r&eu7j+{%fk0^j0V zR>f~=s+>&$aB9~mE0!dFS)cJS0F)}el&vJd7fy3OU+*cYhN4y>N9|m~=E?2vv5*+`t)aO6bjTSA3 zOQTfk8cWiluKwY3+KB|m9Fu4EBHggY7aS42BLwUKlcpJ7=(EGc8w;rWA3r=*cjMWv zG&*741#lh68G!#{dCL5zmdxU(oNop?#cM(57@T5gc%;?rsA}Tvbsm26lTsNZ`bBpH*txNF&2L;<0Si zqKAZ|IN4Y5z-DVrJfhm~I1?!1Yc?hsX%>{N`$BX1uIswU9n`?cuxIL=z5U`+?cAq- z2ys6Eife<{S?sX}fv+9MY);Ok z8-1&9dNqEn#F<%u{-k}z{=&M$@W4G!{P(WSSeC8h@{JsZL(FPMEjoYiL2i`T`s-F} zVD7Mv{^~*Hp?o!fq~49a2)g>+Rik;@m(a`(9^L3kxgks66y`p*xV`)f?2hauM`CZ)3X-^aCultq#7{q{`MO@6?Y+o|h0 zSrxR$+o`0dG>H}EVC>a4`>pMi9ftWN=b6TIz?Ai+JE5r?X z6&p+uWzQfmjp^Tg9`BxX)cJ0jmzna!13ZLVDlQk{fP#S83AXp-YP$b68$*nafVRcx zZVj9Ab$So1(sDDkK}inSWfp0ubQVcGiVV&cZT)WPxxnzjdOyEqseHow9~arZ$mG8f zL)`+tf{$q%yU~N|rhDrTfmEr2K-HU900^cz=5!$G%zR~j+2_ouh79)DY0e3of)296_L*C zP)+2@*oadQWQUTl0fV9A)fEnGKXRQrPs`hG5wp>N?SmzozxxJOyUnKsq77eIh$YRf zmY1$=)ruq$DSKp;najkb05x(B7k)!LXxC#>h1i-$b;pcfAgJ6Y%Q-M`}*3bcfqB+(;0dSIc1eG zmGwC+g&7d|3NG(S&`(&$WK2-|^BSlg)*_PizP+(&Xon2KqM9V&Q|;E|VqKyK^owMt zss2=vmv@hKR*nVmr0M-nX8I?J^#-{egu*sdq^Ic|_(m0J<^2B}kE zAxGVKQzz3JzB+jwi*v&Rin8qhzr65bnf<`#s0?FU~0oF8PV>N z`PfT~Cq14Vl088m$0m+E_e%Zfjy*JZ9U3mP!V#c0yzASMVD2+|sV2H2AtmssZ$px~ zdzVq0jKpb%Pp{m%sg;`rHr|?gq3$bW@%9bK=2DrRkO^S8*K|kVQGkYC6sF6&&2!ta z)>UB%>B~nT|D*xqwf>yQygDX>a5~8Y+r)*iK(zVn{`i#c&nfB#koiAW<(f|-urpRt z$F%1mBupTwDl4})nK9h(D#9TIedMTZZZpXUxRQEm-oFr&3s? z4u_h;zg54}@h>&u|D8`f&q>p|s(E9NMBI@>`*RFzZk~Q-FTvvR5uKf~zKQs7xfvcd zVPMyQ{xqe7jM4NeCwqTZ?GxE{mZT21AJ#uc%FCEg``z8Aa|bWBiRlIS8Ac`z%RM@# z${KBlJ%gRhQs0b?ejho{o-EAFJ+LdY`_Nsf|K|g3OqIsBLXEF8R37=mqunM@zNet- zuDbB*7cLp`pQQO?8MgqGa>tpjkS+kzu)yC>1H3r1mWG~}1~hoFCBL*s7S~Ouay==U zLr3_{7VR-xMG~ct)F-NouD4(YeRBFm4u7f1e>H;gKDP3qO+!h5%|#d3JY=rM4Sn|c znHsk1v97Z_DvF#N8_2YJP~K4c-LAPO>Ke%IP*t%Q2eCLBqRHO9xM-Nr&>URRe7Dnc zgb?p}jA98wgT!lAq+m=T+Vuea>p#Ii}@bKb&gjA&O)h@jnRExnJ*e8@G7drgF zYE@q_cr@qUrt7y;KH~tuI5`+ZCwa$(%)>X%cD9o<4^bB!s&sDHJ}TmJdS%ivx-owj z7+d|M4TOUlSIlete4Sf67;{>*|<$DP+{qXC=z zN;(Q0Xr8OQ&z z#Zhu{Y|`9rUx&p|gV?FDdJ9Q`(7xZLw2YyNK}K0i+pmVB`QHWYc@4dfF9B&?*&~Ed zgaMPQ$yu_eopU1%#TOUxGIGm6xo_dCJCOl|U!`W9k-#>yEO6VjAB7hNX#To;&I_wfKkkD_3+dR1 z#sLn0q4&_=zSDn%M_egun`o@Zgm+e9i&+Pz0{rGCPlE{`oT_b1J@JVk{ z&1oITG&XYcwTWLeX0)&?3~(1Wy|=SFIrNPliqw~`h=*@ZWU3=vYEd^xXBWq=Kblg4 z(Qq!!6`HIqktf~cWM0FN)2w!l*fl;c-vBOhJfyt-_M(%WYTKuGsO@X(Y2mC1bghcmLwD|!!MVe0&OrLC4)1^4>TTcq-*SA+ zIL=aoH^wkea9`nRgV0BQFwRUe)j=Q(jI`iZDtdAKm$eS_sOk`YfF_-pYZCJT33x4| ztG>s&d;yD9f(lBi6Li+T$$mpvs{G#o?j?2csY#KBnGPyW9S-Ip;acH(&~^5oUDV?` zo8IN8-|veo(Ip=Rhp(>09()E4bO7k<^8npO=exQu=e!B@rbdGx6#o#?MfqjUivb)+ z<3RwkTH-z&xVmhG)B673|X zq9~^zVpykjuY4b(uVPJvlN5V54DZc_9NXw-iY;vMtRzB^87bGm*oZ=(LBM@|lq2Ds znL)<45EsYqhA#TWstCBz zow~QM+dai$zfLfS33F)KvCw}Q7o9?Z6Nlu&C3OdR4S4UiU~{H&_PyvJ1;M(3cY~y=yTX54U7}@@wW7Vl(g}6m^U@4h zJt)bjE5c0*JjoE+Zf9^B&|-pL{cM?6ZQ>Vf9f@AMY%gB z#vm153QdlmJob$L29M?a*9AMlUSmp~mv zMm##Fd$auGb?}!T^nPZ1tkKyiTYwRZ0EZ*|D?4PX$RZWLs9ga&^${3QDMlLKsnrSV z8(8Zmi2&D#Knqi9{JNz=%{Man;!0RLW;eGzif`ikv+NAWHU6(3p0B^{D@y?=RbwV0 zt6GAryZ37RE_pVpq+{|LOLdAqb6)+<(n$tWm}^)Tj|Z{hoTTjXRi=5LZLN~j;a`?2 zEQK4h@Iwu8d&{Ze(ceoQ)snR4$Zq0M7uH8Gxi*U0~dfZe^^dJ_#<#Bhywth-LC62#GANtA< zAS=dPi8%0H!qx7_GS>MJS%86((CFG}OEKCXmU5eNWEpt5Ai9sKS59h%b&JMaEA{%a zF)`vHP(A3b+%IzKi7KRA&D$0J+<8{z4^p0HlW#++^E4u5(6AsyKbS zS=K$Oft1wRI4qpSUC^a34r&dP#E)1HS|~|=$w>CfUmU;0TW4Xo#I9RBo7AHH2J}1_ z0&|?}))>!l>4PmR6dco>(tQXs`hzAq-$;OwT@N`P9>>00mS))!ts%FMvL(jTP(4gh0_Hrl&EUT%4dr`(E4 zCF#QMmB|HxE8`j|6-qM8+M5U+{Uj78b$8JFzV_Zjs`QopCQ!!8Ars=+`T9n!J|^=< z5G!m%o6zVf{%|3Dt9>uwlHXRoP5M9cAv!UC+gDMk|MJJrHop#E%hSzcNFpZ`eBB1p z*nvqv8|m~0*gkRK^3dfsVbdfp=RiGTI7fSzthraA)i4g|aLb!KW($phDd)F<-8yg2 zye%rawBVT)9$loa!<3bl$V2j`etQHa1^GX*(fe+5KxKkx^Ux3)ykQGg^v=}o)5d_f zs_6Qg*(Nzkq-O01$Gy)^!EH&Z_gua{DJ!g8e4VeUeeeT!EF)lfMN&*EQ;G!ykkmuL znmj&SL+FM6G2p5s3lepb=5*MtYEND~I-K6*(=~r-t@^{XslE{cln1y+KqU{=yl2b$ z*e_hvpj7@^87Ic&ETI9s+)h(I*V5q$x=h9qXlb)G)Mu%M@bDLhSrN$mvw%orGNQ7i z^Jv!I7WfP)N|#k?+2&=4yY~sMPDSY66!+Breetb$Q+TJh4~Tr#ANJeVpr}<1LF%7K zyU9g+Kd+UevnYmha$mjWuHli!Gv8HG)~yBzw1H|cuFhp>BCr_?vlwS=->6I%F7%ez zlFv>>*@}!6lknV5G2g;aB{Q_z_nhz`#)LtG6#V6%PkicbQJ6QqRX*WTR@Rj&nTdP+ z+I?+XG|;v0VmPbGzTs6`9&p`l&AFr~pNK00SxQuW{7_+_#eels(%9L>ke7_Uh?XVV z#FL2@g$GK0lwe!uK{fycXw!(o zSox|)-V)FVbk*J3=!+w(@nXZA(Ln7gUE0so$&&8RdBH(2U;%o{G1h_7U!dU&-2>OX zqy9A=4f{JCWhFfw%?rY1W{0y2iAV8nSMCWRRfs**O`fo3=^{QfeBV8;f&Z@1L){pG z9v)xwq?0D#(t71H2CSR;(eO_n$jN&-ogx#>r%rXg?W~U( z&&?XO8pP^oT_TEpHOhfJ=BR88)#0f`Xh<-reO< zLY*hKE1q=d!aq6|;C@&~^jkN0kvpk_5 zX3Ia!3z}@V_G^S`Fdn+N5URa!xsq)m@}i*P;;LBWZk3Gx^tSNtn-Wd9r-^(g2ae#v z?!kIjku%r_)qeYeSL=gAft;T}xK`C=8zF!7sb6y%0fnd=(5$(1kfZiz!6@Fk;u|a% zlps_HxjJ$k3gc?{>Jr(cX)wuAy1W z6obPmGR7IjZ~M6Ji)ET{eL10yl!;rE$&%cDPkmhH2KdWYfBiX`f}7z+(ethZcAW3@ zeN7tzhlTUrn_J(=su@!2&ykgO&31GgU6qq;Q_QqO$7z=Y!f=XZ|7~W`L9n<+?iYM@T-!5K|N*v)xUBi@Im%Laj{pbm0teJ|2-7 zgaH*Wr!K2ph?;_**1R3zBny7`?t zH{R6mlF`$pcU%6iBr{@7GE(9vl?V5=FhI~}-cO$hglYuXXjYx$r%@}Or%}6lANt4T zps=TO&8hLqwQASyc)M}1~~bW|^Oa?Z&!M?S3$O$|t_4|oKj0*79w1tm0FKSI$~0zef@IPr*4J zQuEnjKotdkR(V4dmMS$;0 z&Tf>eafR0CTeoBe4Y`$zHwKyrD?l6KPLw%Oe)(e=0D#qPJAz$7QZ~;Jo#(jmc({_5|pxe3lWi! z@~B*kcNHgLq0n#FfUNK$gRynrTs!6Z%pEO5%Dungev9w-sY(XS5=nXg^+;%3OVPGG zeteLzym#{b>>s6vC(rzUTmbCFYyTS5_5I~ahnHO|EbBSdpug8%yO&@B#mb|O)i2Ew zFiik)XK+kd-MebE=DU0A-II@R|A`9HefPx7Ht@!GzY$=p$#wi#}7X>c`m#(hJI@o+@xC<{K-=4;sR!eU%V^u>l*kf33|n0S@W&Uc>w^#F zcaC6r59+)Hb#>e6Pz@OO~IF1kmwtr(I%96uYj1$@4f>~nBQekzToy9@kE3m&N!#R z`cZkN#yU3h&!Q*n$3dQs_-1mkVJ@c+A+n)$W_<(axZQJ0-4p9Au|9`4H!P@wi_z~^ ztE7KE`nT^>Jg))#B?C}OOCS#_3#R}9W*C^5b0+C5u&yw$Cf>b${&G3=sq67#s z5hJp4GAZ5>POR?EfbFNj)yH1*O`Gc_x^R$xO9D+Dk_PH~G0p3myxI|Li%z%!WiiOnUo-TW7iGsJ?^4$jrL*Ev> ziCW$lcjhsv7lb)6#{biV8*y>PFAoqTv(k*k%6sLMryAIvHbVU@?Pi$FRbnBcmldBBE%Tzz! zwGZ7JeTwc_?b9~~J|&;ffUC8yx#cSLLhNj!v43OL=~n|gQEkm! z`&xE7ljFK#XsK$MdV|k+F@qY4!9@ifYa-tktae5tl}=seCRBikF)AX|Nxsoi#NtpfOVnERP?ZPF=Bz^1A;Kn6ud9G7tw8K(~tzoab4?dax6H*=6?c3$T$GL4Gzz+Nz zykEeorTBi-|jVmf}nw0F>m`$-#kRXC>n^B7Oz#Q(sm08pKFX*~d?%$|DF3X~V8uR@G8@h`PH_{F}0?|zDT#6^2+jpQr3}jOc z+lCFzT`kQ0Z$xFiDYz<9M-z7bQO)_qO&)u%>915#ABsyxeJc|dgGntL9yFxrNLqDO z+<=x?cb87gEFKdOK5|N1AtTe7^svW?k;g9)KQX8sW30xz(k;RUn=Ny1-aM0`d?EqT zko!i7Wtuq1Z&tjt7*K=_wTuK1Y*(lfBhwH;lAIv1c4(SE;xjbeFrb^V?`_qu2+T*r z085_X-r`qdQsih%M97i?pqoBytC5G{zDb}yzXPTU`~-h>u}jgU>Emq zMp$RTKNj~DK0+R$7VC{(cgg~jvX!QUCY#I)Q3Vp69Lg|NeBsZA^QE3)Q|>1hm_8Q- zHp}t)4ttmmi06M*TpCOABAuRJ;Hob%5q_t?4gvsvjzB-anU`7t_)Q_}xGB(j(VBG& z%5Ue4!KW;JN-11zplieE3lrZNXBd?EHXBt|zbjIP3k&@G09DA$`F)@V}YiRXljbtR3Ft-EA}TC2Rs&S?dV{&grwK;4^h%45uUjP48I z(llCgkF#4K(p}Nv_g2eQdAB>1u1&wV#$mBu1j%%260g^Km0vx5^S`tdW4_EO86Q$< zax$#MZ|`gW^P8-0kts+>6Z_0gn>ncFIoZRmD`{p>;EvL@+6yM48z;kNL~@HSUcPe% zAgu5Oq4=;L5hwHqh9>D3Cm;_|#4it16^-OqKSn6cq|GTQ4vYnidnn0&C0_MV=UmKy z@0Hg{fy25zjq0(rHy))BRb&A#E;+EJaqNMmWdW||=T#{x|9-qr)hjeW6h_){;D|3O z5=})yA7V#sBhwn?sb&uz=xGQbj%}7+obbr&6IHG@6wJsq?Stl<1aAH?ery2I&~}?R4Jp1=?<-h4nRTwnJnCD|yHa;$FVZJK=B-gO&}} zZgpuT`b=;BN4o5bUD3kp3f2&sCRAtE59v9P)-991mO(*|+xz=_+aculK~B6RHUI6Y z072sbW=uI=*P0|A$YFncjJSE#e}9Pf{t;lajHTrM6V0KiSH{jkYoDCZu7pdzx60;N zZS3C+IAZps@ZQm=(&xjgAf(za^j1 z=2fChQafsVh(&W!>PUj!B4B3B0vXqnD@?Z@$vEoMf`- zsy;7!bJEN4T2@h)(ZWV@l9`O54(I7jYP?b+7ZRdgRv*s^Xx&;+=?Usf>aBh}tpyW? zq6xDrFxlTmJG)W5hxyVYAa?!Tc@b1te%Blo9RAIa8V;NQmwWA%=IK#DXoo7Xu z+O7RlKz-oK;DxG^3#Y9hVhsYP%uS8N30i(1mRDCm>cSqm4Zu1bFsOaC*rDbi+>jR& zff<;FuO7?@UegZA?1ELQP#)YD(75$9GC+A#AY4-IXgr)9=q21PgZr-Rk5O zqaG+scYb(VUiDN-?E3bW0Bo}eZkw&0{p{?bhX1Cf_2vC#>fxX)6OO^TE%Z22f4JO*IsVl{FaXqp1P5XB7`G4s{D67!u;gv?edeH z?Z|?*th2DqP=n|h=AqeeR%j{ynMa_<;sZlrE6Qw|fie0wSh-#GxB|{yE zTDd>nNw{qpCZ?QMzr5QCZe&dVW% z)zWGm(J+tMwQQ|ajD5(uHg>UK7}$~PIXow>2j#P>A=X-hE{7tOv4`Lzz7khD#Z8a0 zLl0$+He}qbQ`68K`FPtyD56P!EYYHae?|P*8c>-=^j`khsUx-Wu-5HjX}DMN^1KTe zt8)Ko=p|;f?AR(llgVgYF{%!prz<~0a9;nb?H&Ofh#Xtu4HpUGH_ue65N1te2+~}E zJAh}jsvSj%CEp9(Dg4{t3{Q!veEyUlUF|x26g@U{mm#GsHh4Ng$>jL9pzqayV}`f5 z|7%M~g37y&@>Agpq1uQZ^KSF6YM;rz7giuYO=dPHdbyluY9jMk^-Yj{%aU4tnP?3` z|9wwm$L_x(SreKj2@5V64yj6tyM=CFR95Edoa)>Pofe-zFQgTkRuvv;7E!d~ZQ=^s zsMic3&_qXzfwDZCuNlAuNnj?Y`A4I7r)=XrE?_Sx#l71o!+k`wHt4#B{}$eyxac3H zd78yPdcx=g{!VOJ)_E>O0|ZVDL{x$9>p4bDid~dgqT6GF%al70-rBkTzMb&(+_~tP z{k!t_B3{TQXXaHED&F_=OXIGM*w92u4@+PImmNeHz*;!I7~zAlde*1Q{n!VGcsiq9 zY--=)CiJ1v-5+Cp9eEnNj_MnhKXVa+?YMI#?rbLeu^0P<*RK2w@Z;YUzNulF!W7$i zof8lj><(`7^5p3UGAIQ1u2_f1Rdz;E0M>ktucBcQ6w{z}e#+LqX&ElH&RY)rt8^A^ zv&(2J1}G(*-(vc(2~;ZvxbRpbeZuUiY5d}LhVjJav+N)5R&1K>Vy^!bOy?`taw_zl zTKCaTWFp%Bb9c*69@`S1*eE9R+hb>PH+Je3Z+s%AT$pQKg8V!zinFbIDxArSvqesk zL6?)T=V&MHn>;Nu@Z(EUF8Aw(c<>57!zr)g*vEF{Rb)~|P__nD6stRDH$Yi~M>Z0G z?8HT*9u?irU`gtsyiCN|08wLwe*7&9m+jGOE}wiR73RvO^Wopoaqblve9M1WU)=?C z-!~u_6*RRm3)kz)J8P-o@BdsWRJ1)a=JI{(U)_2C-*;bQRK-pcLap7S?|mtol5$8h z|2YeEMEiNQev15L-gED9|ES zh>epHnk#fiu%GVEta_&=^PGBC2R9OYU_9-!*iF{1i%_~~+@D)p?m+JL&$~116*>=^ zFabFMoZ_?_=3t{`NCep>gHa(T*t|bNrZ)Fu0Zib}gL|M}YaNYC+1%zG70XlV{lKD9 zDJ~)IuvlMKfr{2=Y-LiV?^sUkb4p;{uN%;|fwG4U36+(D`f;6W(n5eC6TnU6hE8?f z7Yob>v3#-T?UO-GK1YgM#{!t>Qo)t9ZrDVAKD~KY;9f+`2HtxR;w@P)0^|x5e~d+K zeH{cyNQh@u%}zpo-0E}!`lLhRb5(tM{o-M(Y+8%g{+RX}nwQz(U^=L5VrBZmN%l@t7HVRTN}QeMmk-ur%F^gpZ&?8ebVjx9~J;-GqX;PjfojDLN} zK~aA6Y1OB^7W=?$0uQP*u;6CLtXLC%J-Qko$|y1K6RiSy3Wf7*`#QIZ7Ah#wbH;~_ z<|eMAs^f*Fi^yu{wB7G|?H_M?d}wFfrH^JT{!iJ6@_%dPCX7V{xBG}JID1-_(f$K< zq?r*si5VbwJFN>w-O!!>v9cIl^>jD=WFRZEKu!%2Th1}iQcser*xc=1HxNGrU?slg5AB5Z~bVj#cp6U2jC14gh^jlmV zE|Y`vsPw&@A~)k_%~thaT?*XrZz0?id%<2?Jl&j_vjDAk<` zrqJo~cJRf;>@#g;ZbCXRW zAp-Utpw>>O04)DLcz;Ia=SC+VYaLvP*_kx*TTSUrfNRnm|Pu^xX7w1GY}6)uXN&LG0UT?hnm%E3t{pQFCS6Qu=*#bX+Ow(pukhZ zQA99oNAqJ>^5W*OF6=it2?{QX^gMB-uL-w0A-k5@;D6#hZbr}>=4aZoKnwrSn$eQH zJl^&S9J0vT*ul(fCf@Lf!IVu{chKQ+;36KAHJJ{j{?xp04Z{19g|~AXf+s|>a&v8m zU3|9-e0o&!SB#bJ==_@Xbzkw;U30a2pepyv@B7%luFI$ge`o3s;0Heh%#XXW30OAs z3Pp5TU91+BW=nm!6#psc4pMPxvizN$W&^cQTJk;rj`HPa`>4fLQa?<37~Jw|gs&o} ziY!=7V>QFodkdXZH+>mNEu^N^FZIJ}CqK4Qe3WXhO$w$S6TANiDYX>toO*K))2c{B zI%4pxLN;`LeU7+%EybgIT-wzKv>?ociW;~2ZGkpF-0skK3`w{F<-3gtQqoxygaVlfca%TJW3oye-YzT= ziJ=bMT33k*XV@sn;|iOUo)y}zdA!*F=kl_KdRSw<+9_g=oSl`U{SRA-E&FC1ly048 zd@{0^CXwLK`4YxwHmvb9UmqU@P5Q$`)KA@tuX`MTi|H3(v}{1)y)S%oe4zc5O6wEr z)2;$GI`CXEP)`|tPu~Re+PkSWS)S7y<}_bj{QNo&|a zSlw6m=8fuV0koR-*3-kPw_Mjzj$4{J6#V&ru|2~s0c_8;dcxzOzxdET%!V}eny&N7 z=(Y1V0Qgcglmkz^f98vBy9goIESSwptQ&J2(I*mi0`^G6Kw>HU}isBn^~T3FlB0eWTNS2^f+L_N^D%;|m9dh*+-Gp`K{^bC-x z8Kj3C*vA4^?`HY0A~*?4t2-0YpDfITG22{19DQ|_*K?j!SYF@I@L86BBg?!LJJSa! z?2OIoV1Q6z4%pvlUi@whA}!O!>woMxzNZx+<>1-7)0PP$>1V)=X zQ-$w@%&eCg*l>5LOpGZaTL!_2fPA&dFNN#(ck*d>x%p~rm#ahm_?HuYmdl&cNV2DD zQOBUPMdpj>@FlTQBi$vRzb3lnPBeb3Fn%^FDEB(Q^Rd5q!}OG5&bY~+PF?1vHMm^q zbSDtC6VsI4P8w3UHM-r^JG--QW2z<+DuOMAA3vCq;ZL6Z0`#B*MiB7V*CQg#M2A|PNz9yt&lv;me|C!pdicv{#|2{O!-#(H9v z0x}jrpNx)Lzc)Bc!b04|)L!{LeR?fkSu=3W2}Q%@I{=0%ll!h*>`<{iF8YtDM)TiL zBR|7;N{Po5V9rP_>9XnEq>CXJg%O;(@Mn)@dN$#JH zGd*|gxr?qJ20!S#F5iUg{#|gb{`Ff8hFy~g8#XG=@lAH0uKe^tyu4t(IkQV# zyeg=ZwI5xu+EZgg&#l&j@b;!AGna;MsoZrXg{jc&!StQRc*QShB))5gmwz3xILYv&7{Wp9`{MYKs8{fDrnnmSeHQMegAZny*UaShZ%2miQ z1a{IRX4#tqkBT%~Tcxn0rM&@_4k&;Vz+d}7>hIY&y|(6JSdXFJMI2r zL`tV11M#Njr4SvKy5huFgC4cI0i+`gtg%+XhM6s(R*8Iz1YyB?I)nf*Z7JZ_;aMQj zqj?Z)bEtw5el*&yJkOqXo~R3SBi%d5YMEJ%Jp|Buen+jp0nU~eXt%-ck#$+}NRumV zCI8d$mc+3YQ?9gu3L(BrY0a>-cZb?aSgC*?=80o~e_Ou&<=MEel{TJe~8S z&&F$LF;mDutXJr|EU;ZX*|y2UldtRECu{PJvA1nT zXGJ~DxGVg*X-SPpbK18{e#7+yB;8&ok^<0hRQ^sx$eJkBnAe(qD>gf%w<=@(lF%|( z7tMn%dm^4UbVqIUf*K4oc);8En;C!nGCthShzC8$K~VtVRzGjFpQjMj!JfeZ7j)2b zP!?C}W<|=jutLzv<%?4s?>4Mxw;22{DX!-j(tJB)g@*1iuPD&hP@Y%UpX?g{DSY)wv^|OMJznW1h%>I;2>sr+;$YuKe_)aan|3k_~#v zeg{L<&|pz;a01K-SX4zu{R`R$u5Y9}u6YyrR{+|@F;F#3Q{s8hIty^znL&r%`wZ+A zpRCk}V_of=&69tt;RoLHPaKl2{rRh6@69UkR=tDBgZaUprO1&5MAkm?CDS6)URrC3 z9<29egldB@WB37MnHQdW(nnr7t#?Pn^Uk)H%{opLkHh}s&{7Ki=lG_$Np4*F=Ihg^ zddd=_IgMzU^$@_qy$_w&pmVd%PI_EFE{YoeEh__e7Zoxt_8kl128zu*nB+I!hTLdMQ$b99fx5D!9DNBm}WBBrIK2 zc)6V&3%v#|@p~)sNVC{OX={CT?Q`PUqAZ<)--~NB`1}V6g}$Qi#Fl_{t@>nLg%h;Y z%rUbsEliglf75fG?B-PyQvtA2P}W*UF<5rRLLi5VNEO+>EQ(_L)!8A{Cv8Lq>e&; zR#%LIfFx@RLDo}yv)1${=%g1;5e1y%Vih*vlQn$usKkJU0`e%BpOpL~PTuTgqT!M2p7IGkJI1{be2* zZcgO$EQb?bwkB%RBuO#3`g^VvB-+g>AFUSBHta1GnR)}(=9$yK>6ZSy?wl;7mNu!J z_|cUGYF~y+{I@HhJ(mI}T{ zB33@i?E>zx{d#A0_<`99yxm<1cD~3EHf)uFJDJrR75l8?iz;}zu{`|6i84xMeKtU4E&OiZ z3Y)a4-o-Q`F9eCLuF*CS*-H9pF2rIirTx~3dFopg0lG#SMqA?l?-GRcMhd{d^Q zMCrB8?++`YCudxZ~6YKvmB{cX#*6&19J1_xL({v4`89Xd>OD*gEp z6u=IXB<^1(pC>@$d`4b4Vc9pyv?*OBVnxf&CHKdLY#m!ajqs^z z@vQwC)^!3C#S$4p+n8Z$?J50X5R?#MV0N=b8(4PV@i66C`0Lc^i}~ZoxRdFiJ0I_d z`}3ffXY#J(+K?@m@yx_mX<@9yuT{-E1JgquUa;H$qK+fQlJ zL<*;f^ERAKjqvZI?3_Di=Te%oJihr8{fkji=pVvVtG6ndLvd6#N>Qt@xvYJbE$9-7 zmas5NiuWclkoG04k%s&^```TzV!D9Fyafb)IX2oBc~QT>s5cZ74UxG0r@#qKVmBRr z@=N8M8RT>|Q9jG9J}xR0UCq3rc`)6ua$wqt zs(;bGT&CQ(qqNk0aaLGO#5Q~ObbWcHU?srRLZu;!=5*b$!{x1mb0(5*Vk+h&y9mb5Lh-V+wfz7rD6+X23I1QE`Hw8#8*VmGt zq@mW#Bt(=VfK75_)%p915iN}l5M_*e(7>XTjP(Cxe>@B;F$1U6(D|({xYLJ0M_*X>f-cd}AnQtc63AyhQs&yy zWan0W16p0eCTg~3r5O=?c?^n4K;If6@!rwrHSPfoq%Zz%*eUJaHqY4$r*30Lzq+_@-(*1I-& z<6IpsLf9jLkK9-}*LSjPRmSY;=wKiHp=8W#png+cHg)IKD`BWmhT~`bg3QeF=nAjv z%J1bQukN+KYgb+6t_CJmnq2fKAgi>()QrNgmxz#DiAFEkQ~9;Mc6q^Qf4Z%G5WAY} zPxW1X%DBsj|${YuzSe8y$D| zzMjO&{Eg2NUrx1N&g&XW|`5cx;~g^OKV6*rR{*%t+ceP z&<&*mA#Sr$__Z@f6B4;JW9(o*e0BAI|78x$c_THE*?AD~^nu9#RXP?^o+PZ(ABg|Q zdc}X~pI3Y-!)A?!bfAbDtiuP`{pEYeO7X4z24IhLrkWctNqJ+&lh8*BiXNCHvbk1Nry|c=A1uUxykrr-f2ET9c{|9tsjj>@ zf+>v!R{wBRo-A*G?uX)7RqHp&3T?bFpQSJjdr9{D5F8f*eTAgW;wJ!8_8I^Jj{r*V z#Xn%yagcyj704!9>x0gyYtTWwU&-=__|tk{l|nBiu_F6>uzHB!`j~FX@{O%_=?(@2 zm5RHiYi{iUb7ZqH)5h3rteg|rNqo8vMI`|CeyH8R zul^xz-!U^RAg=j{Fmrff8xQ*zSnN}U()r$ICB=ID+VnO`<8oQi@CI!!gH8)P}s z?fTUCHOr4lI*7?8pWCfYj9h5Y%kp!Q*T70 zu~yyvN|aV@yq~ZJ3*R>PPi28ip*%ed!FE4T)H64L!0G`VP>6H1dc%WKK$FfO&2~yX zhNg7&4s=_v;Sf9uB^n&9=04?iO9>ZEu8=aal7C-Xj%f2eA=leRjHyIEwM!{D0iqdH zCK1VZ2ew6(F@WJl88f{G;K3U_DIa=-bM62G@A}`NFbB~^=cre#yG+I36yDSSj9(*o zH_wCZysa=mVdV%ij=F?{l3un#h{zaxC<+~ zz?)Xe!LKW_l{DZVdLBb_{SI&aUe4&+F7zZV=EClLZszYb&xNS5hkDSXRIzV z1=BjZ+IuL)(XdxkNH{s!KB{u!@3dFDctw)?=Ikr%j3lU{7ql#F25tvEt;#8 zAm6(%&!2kORHX)!pFUc0B9cs(%G?1Pv=^n3OXu^T8Gn+-`EnjKCtfTGCo#i8nS)%YqNpT?Y2yI+Ykb#>!427zcEVkiSrxjSQp7mbEBVLMDyWSR?q{C3 zHbLd7o5cIpkT_NE8>{}!1tU$);pZJfVfBuPshZWj_1T~20pOO>p-fy>%a;#3Weja6 zhP}6>h$%^PStse+Svr1hMTK1}-kHplIs8>IdV*Q!lGSfqQXCG(Auv}WU;rbM_bWM9 zsd%(MW=5_#bUn`10M4HS1j5xo7*mXW~{KXr69g%`HXdI*0@}6kjh0QY$*YCFW?hk}d99 z@;#QPj>+Z{2d76wR`ewJq%nTf{eg+|H@~Z~FiarF`dDL9LZ(Wu*8tS6L!eDBw7acS z$!>ZAh}dsw9W6CJ|G4bzytfi-_<%@soeEQAr{@-0A+;!Cvob5{c2uVPm>6!pPLBF$ zY})E5=JV$kyjANgL&(6$%&Zt>xV+)hkLw34coNsIN)RL^%&i&C?d4W@tFk8DM+V2p3&+cUs?{ zyt*nMbnx&`c7F7FQmq>lZ?m=N%J<05F19s*etbB!9BYM#PyY0~6eW7O-k*e#HH!>{rgCVicd~2-G2v0Wr&X{3U%0J-X^yAfA!2%J;}i6HWaoqQ~2jT=1`M>AZ|f+aSyh^ zo8M3TV#r9Tutc${|H5jZ%J=^~^#=c)dJjE#d8Q1RL)6ZCSMiJjj~A*pZi9UR^Ox6; z`j(Q9fgCH^LaIdZvb4U;Pa=W4eNv@P{+tiDcX<;h)10V@Zhp_$1=rPWd7D%){)GE) z4H5GN1w+I@p?Nc(azb6=Xj!;j*1Ug(TJ(CxNZ)|g?h>i6%)9Wr>DBmt8|u-XP1-74 zFcq&dnn~t!C$J%5G9D<-g&y!i3btDXU0mH0mbbGuW{c@tk__;yw_ER*diJ+j;}<4h zozP{Sj?>?9^}6U#lhN-nXRnTri}Us+NfhMk4(Pi{>hN zcWDC^Nu+i^R~Hd&?;8f~!c=ODtw&|vd&x3G0$w=w;_zmb4ta*KmdU5w!yEoAmLp`c zx;m^seDfJrVebG=gzEf0*p0uPH!0(7bUJz-aU(G?0*7-1ocK8Y1bK)uE^FItU1xYdj(FmZLg7*S#BWu z8e0Sym5YwY8|Hrzm~R__58(6$jJy<6 zptd7&s3g-|DlDW~n**!I<=fwt;ma~Psx(1b|F7m@f60F@IY|XWf8p@8$djnE4VdvW zKd1avpPO5Xbifp`@ugP#r^5Ve|Fwv@%f5li4e%>g&M)%oSa|d;2hRO~nweVV4 zzFU7dc^6gCvuf5q320V`G#=NnsEX`9}hHn#&v$0)DQaPdP#HQKGD!jxd=iKg_~SqIN-0W-llpcJAc{DDA}uh$C9U zw2t!BVOYVt*$hi7T%fh#7PC2r{rgNz6x8st=;NQuv)eBW9Pa{#?ZT%UU9_N71pG6+ zxTYIe@a7nklol0{8pWvBu&GD<+qnL8C-8op+b!1gUN6qPxG|@7T)fJI=9)xtUmgtT zhd(CJmreP2q2)46`OaQ^s0oMP(%u37aFvnXTjeZ6+C=(|n%>)Qz7meSbqRVr-$PrX zA74vf;hhIK-9NSoV6WaTK8pv!@*vEWDD>F3g$2RAx!52j72UhT zqfu43OXV53>u$Y^!&B?&`l+#+#*^rpSl>vU4^77kuX`9C0 z8P7K-I}I+FKQPBgy@pY03mPKG94?&?D?D}ziw_^UyWi#cdwy9$?wTFu>RGZ;-4`{+ zFv*oIHk-EVwAa}~Wt#y1lg!rrgQ4EZg^m)Lx$~N7U%d|+Rq)sUjAO2um1rxrg#pK# z)JOxWAQneivl3Y}=;rn%{YlYWVw7xpxg7kdUG2i)qv=o9#a}WWVf2{7>BeS*VjG*9 z1pjcZ^2B>H=i9d^j;uR*l14^M{`iKxGlm;;@sPJ}4v#|LNZ4;KX+=RiXn@ko&hN29 z2=hL(<9i%?t%V6oR_NuM47-%OGE0n6g_FYD1mC`Nod84i7r;=aXuVtVx|h~;N-#Sk zjSWttwMW@7gsZdyoibzB>Z^Vp9s#YREDyYJUhdZG6xzQFc#=Eptsl@wXC2!H4Q&qn zF}r&Eyo8AOXSX2eqv<*MV6>+rUJkpeYxnY-pXb(2fThCsVxzl?xv>ppJe{_b&&Sgz z&lQkV2!ZJal@)o3#c>)F%`ZV;V&H%`k8ufiXT9vOjnlQ*!?S=!wPax^)+u{jcx%Q_ zK<`YF@NJK*ZS|X%lpmfR_I;B-66hO9Q%7m5$WVL;;7OZr&eK;WolgZ^?E>=_7MVuZ zV>7ZyjMEd3Jk(2|YOP_+@IROgHl={PsyNJGXnPu^s;n16 znm*I@Jf<^NB4yfi!}U(YeR=npjn1I)i_$4$wa;m@T3#gsaSsK@i?-KP4S+zT)Kp!+ z&kqV{omuHnE;TK+k86r&>RQ=Lk;uxpe9p;b_I&M-zz6mM;93VJr|2N9~)WJ$_3MySzpfEeBbVKC*-tTEn)i}UNmPWx0cx(EVJfQ zg;N;_m|&Xr-B#`&*@SNL7P@RS6WtuqL60cdVij}u)tBulDa)@O z;Fm|v_r5*-8RsT8T^F`H3iL&Qn6O=ED!QG(;?DDcTu;<3hl4_S*7i|U5`s_V2i8}! zYCWm!#uX3TKKpPViaFEb;>$x7NrrpQo-$GRC{L!DoDQCbV3ki6rX2(m#nyQtAGs!X zTi#@lX&eg=hPkv=it(3-!Nhse#p|V-%7=hQN$H@kvBhXxw>ij}_>ofdduLf5v<=J%Re%{ABi3m4Oso6)Ev79AeC@6BWCI z+wOYvFMFb|vDtK(jQ?>A!ECwSLFFrqpJk3y{)0es{XTFj>c4+yER}&j?o!P&9+eQp z1zskARoB;7^6zd8r!ww%?Y_PO$Jg$sq^0SF>@F$}fx(LMM!+zj3$7wb9A!hAHftL` zMN&k~19gZ7JAKeLr}qs(f%s~XnD>0E-MeVSY`!Ku$jRejxeNhvUBEUIXdTvdqH3-( zfQ3GmLvB{fYz-c&nffSP_#u_uA=H|9OF&)bc zv=&|EBXY0n$JYlNkEcS*YFEM(f~kHda4YCL;e!7V1Q~)`CMW!kb_(F?F*7Xet*o2|*T{2+!GG`L-2hKh&qpi$Bidki^jcFjwBAlq z$@1K(_FT5?fqb0b2Q+X#b?~Y3Ju<7*RL~m*aIS!iudT?qrbU5M?=2kCo_D>o*DP4G z-0xItB++?C=Q|cXCs)ZdvI(s^!R=gGhc2qhA*(hnTnW+P|0+Nj4L4OAMsAWEI>oMU zc@pX}3bOh$Cfl%JNmb@sza6as|xNNHL=7eU~htc11 zJ}-Frz{cTwpfxbz< z<2k$l2UMYcd^bb01|{a&1CY=Xvnl)zpUD+}OGszIFSGw=5+hVt(g;u^3``n?Pp9#G zfl;Sx`xq{yFc5gWR3;*E9{7ej-g&$@+=@A>aqfv}-#eJS;(ausZ*}_R1X~r(QCe43 zP!cgA|H{G%j0{mwJu5UjG`4nUMr=B54uaZZ-r&0YrIqh>!<}5YeCpt5QXj4y@u;=Q z1o`!?t%w9>Om}^yS$o0l6$2~2f$kn1$ty_oq4N%F10MS3*6#WoowtSXZo|WUx}y+F z)+G)#7+u}~<0^nSI^D<3m`6d-LRJ~4NjalADms3Flea~oGJWD7`|2DW1;1J}jqMvn zJ_YjSGft8L`;V2sZ`JBAq+7;U)9o$n+rChkmJdF$l;!+Ll?*4T{L*!jJDmw!r)g}r z8dG@?M2Edo8xP-q5Le^fw4%bfcT@HH5@QyiWS2D6xsDlFhojv+J^^GI+E;SSj#bBg zJri0fSy?xdepMCEuu_X&1*Sq!(?&z66@6g8Fm99aFYtcWfZ^9;4>^_szc5q+^_$@; zwPQY~)b*`y85ucxC?rBv=gcWEObM*NwrAQ^|1hlW13q0U{`pOT-+-O8v|KC+ZbZ2% zhn!ZRoxgxZQ4h0sqBL)p1zqzT2G+G?>e9vC9Q6a1VAQ2!Rhdx!8?cl|G@S=LBhV@3{U6Iin349vrdYzSf z|0;v(`Mq+P>o1h{v^-F1I!OEae4v{64Glpt{*wf(AiF5=kHoK6)&AJOBO&j%af0ny z-vS07Jh%@BDcu>5pIBz>oRdx9@NioPVm?4nsAZ|OJ^Yt*7cU+2%lxt z=GP2;fUt7G#ogT)D>^A~w}ZoI=&e+b!KUyV^o&tC&RX-wYv#9Lnd`5Ba?aI7p9!^s z5>Il6226~3vZS=yBoia!`lnF!ZeaD!aYNj1Efty-hI7}jt63NdFVOI_2y{3mr8{jN zm=Xcx2Y!=leRsdNzd-rdR-cAGcSuvt_=BzyiIlwd@+g`XspHgUA!~w7NCu9OCg(1n zJYDMGpp}x%OXQBQNIkR-`L+80ya1-FT*xPBr(E|$qW?1mKK?IN=Hwdm z>jiqdZF9g?N9Cbs^DQPHB|@4rm4eSRF3w1wOJAQ#Mm>Q%)7|7z)c{vm##&9?#Cqt! zMZZJuc6PJWh!W}-AT4{}G~LnL{g)zp@CD=$^IP;%MZShmXLl5J@I3sH>caTAgh60BH?B%@Mcdvc z_eTJ<%ha&NMYE;^d2cs^?}OkjJ-z$$cA^u*t0O;hAqQ#^9}+AB%{d6Q^hYX)plsAkl3!w%q! z5Ls#u@&tA9fh1>~ZZ|j|KAmWE(&)w*=ea%^(ca%Tr1`k7EQh4>tx9|XxA*d`^<#sRLtD zJZp-tAoQ7N;Ks~2zcD>eLL#%fm-&>)O3IBdt)!itcmGQSy?NWF4|;+B7W`Tom;1mb zrJc{1&+nxzr-+EWW5A^sANxYMj`%HA&BsT}#nV@3?^64gwmP+eWp@cG^#m{Wcj*dcNA~wh^EouV6LXjtom$ zN`yOR%iJG_KBCL7X!2V!Cw^&5OZ~f9w9Sstpf-YUj${YkswCmhO<-MPy zR#%-5Lyw)gTQ}*~1!O!(so5imJY*wq)!T-vcb!s!`9Y8G-+wN>z~^i2`6OEjnQgF@ zb8r|)C`sWq_2P@W=K_)QXVV-U6zT(M5HmL>iDb{W zz4imrDb%*kxTN5>VELfuewu^fRkH0K&__QdGhIk=u(*;S|bm3m3!GaSX!-O;I7E1hR1^%*0O zJG{9ltQ8jKLyF8oGa%S@s86d4p#JMtXyz9{92$PQ==p|R22;g$DkvI+BMk0)fK0-Z z)oef4XC_bo0Z~4rvI%j!3%rJ@nNpQiKu5z&eNJ4QBrMU>a|i2}>L9qJ8nfODE-d+W z7o#|rZyp@KMfPX)j(zR!B*#KF3MVEW_*f}+0+&}?{2DOtQ4VhBUW(-g;F#q?ZX%L3q8o;xA{xGN+^03&1llz85Aiq#Ie(ack-Mra_U-dga z{Xfbwt_lOr{Fpaczh2@MPNhz^S?Q#}dlf7Vc#)?OT`=ngu)2Hur5;w( zMxvtZKB&4c#j^RCZ5;;%G>m$&XsiQ z^*G$IW6DnQ+7hGZz)$Sq#6I1T8w2VYgCcOUuXadGP!~lGnN49*xx=5CTHI|^RJp)a z96Q^8yvbe2HFfE$5sqPE;Zg{9*~)w|-?=?4Z*NXKE2xF8eY|Usc%D4x-`M6UBB14Q zIUNVR1=_oBB94{tYrUuQqxq>yc_rAY_MYES{a$4(pA;mRX6wrKh`;97HG)-wFEPL_ zXGe0shI2EMJ+(Z;`-vM{PmXHrKTwHMUWC&f+RvUR)kT-LnU-QVys*~Di}a{f^8P!s zER4iV0LZAFbG{sBN*_kM)6uTXIL7_?9(vpXA7*7@VSH_cbDDmk;k0vgL-jy%h7Z!v zFmCc2>TUx|FxVzQ?`nSxLJB_MKr~b+j%q0%Y91qKi(X+M;rN%Ruv1g`v4OVc z@z?)p*nMXY9CWuV`rhK0M?Zw@0yuh?7alyXt|e1p;-T)Bu^y7`>cjC<^Gz?el>&DQ z3cTZIJt=qGw^o;)%g|KuQZ+t52U)bTFnRz}*t#Pt{pDnQ_6jxC<+MwRF|!KDSzDK8 zYl!D<7X%IU$F@gD&|4*yD{PXsQz>88fTT>JN# zX!y7k+OdbfmzzeugBqbY*|a=0-lg<}4oxj(^;sr#Q!)u>4&r_dCq7YSB{1IJE!gDy zjGJ-y<#RQxZUwrEI@EUQ341-dy{yp}#@^iLsoeS5;+rr^|95YH6@vI0m*L5%>Fy}u zP~`AyY~bipuVRn_TgT2J==bbW0^KE0-@(N_VKI9iD%4g(s}<5dx6p>YtTd6#Syju> zymfo?#wj~0ARshlEb=4A)Qv8gwWZDca&ANg?s=zBR-`Rw0@a6|Ff`Z;@u1xOFH{8i zrR8{-bvH)NcA7%*WrEt(i=R}NiHg2B#(kfN;CdUx{GrWj7vQi4&r*B<>eaPQ2rr`7 zqi>l@Tj97D6#8#p67u1Y`y8)L^jqSX1i;g}I*j`oGkuoHJWDR?s5&kUYD2tBN-}^q zqy+(4DKC*G+;cH5HB-y)(U0gz4u>xR5LHA`^aJ2>RpifZKk6dXRp!5oadei(YUV+Z z(4dir3Z6EoO!}eivZoQ#Xkck(_p^Rzy=Qc*D>2nn!hjQt-v*Ra~}s=6!jNg!V!V) z0ypGNxYhgSEY;XP@Ere6z)Ume)7qElR+wtT$)k}=fbq6ew+?~=Iyh8jIJ|m2cYz2* zQ_wX0FuUFb0leK>Ld%!VF7kX0ACPZe?*IPnRoeiFplDq|1dT&!j$dwVYWOF=hI{Y& z{`#d`P+BVe=TA&IxVO!t4n!eugD4M%YVMham8cKZ#0CI}Gg=G?8~Rh0(ed#EUcbwo zS(VKNQ#nnq6ANo0V6d{Tb)V)o$TtXcD^=F@+sbPW$t|r;Alp(um zN5}v0dtCX)dj9FHw}PsWoyk8tIy=F<2)&^lOmz2FpZ7Ut-qD)ta2<_`kNipT^)PQo zyfNLY^FV84F}dh8e&OC7XPw5L!sXW7tr~FPrenJidQX>`sqwu5#^a@>Mu%7$U27Lt&4Sy;x zZ}H7@miuVK#Bj7?CVv#UQ&AtF{NksAo=5fSimAlmbGho3lb7gu2gqAS1 z`Mrec!B<^c&9{I3Hc&(gTuMCsO(O7B5vo=Y2S;xff$zO?F z8*WsCxa~4E(=$T0Y2`|&$5l#o>@|@8?+z{RD5?-|PL@5NrgO^2d+txa*(YS`Eksfm zmn7z2(~$<~wPqk$f<)q1KBL~H1BdJ4pfMU4FWe&y4Z!-=bq5DwArU*JBCk=Tbf@zd zdj=fsAN8K!^5>6QFst1ta2j>b`enEd{f`Cm|99_qZ*T#9M-!Kb)$!pa+q+yWB)5iP z!dz+;uPF!3M}#7@zo+Pl0_k_vr63xqsH#RpP*YPw7u5Uc&p<#60e#YXDkKbnq*)&m zBz?BEHjG9g*))m>PpPJL-zyilXm`@zVqia4_vd7SN^-*5gTNAAY0sx3cAi`IZ|}ZE zKOq44ll&}>Xp%WGGsgB)Qi;{)-=9D!9$5+i5v}Q7r)%Fl00jdW9iE>apn#mAoEm_L zvW)d4xIL4Pa<6nH5t?%9^)H7dH@@9Fx&6(1Qi9a2d?B-L2VrYwt*|~;o4v#ED)U?t zbN3bx;@Wf3u>=s5h_k$mjr6&^Bx*Diibg(iFHbs=Og=1*V07xLE)G%FUlOQHO~^WCS#7s{(^Gw&d9Qpbpv$see;-`ChmhE4J(|MtLutXjHe{ zl73EEm};@%;r;!8aT0C7A<*1I{*{YPA*nQgEIIrU! zV)SiaD-6Iv+Frem@*{O%VWDQH+{eE@>HKqnpA<>oK6GV!J@mqI|IzjcHxrKQA%E+U z<)dfDKhE4q@K}b8rr2;=|Souj=0z>79AY`q3Q{Ggus@ASg{TQzjiy&vnut#uQF@p~w^TQpc^C(>~b%`Q9T7`8|3RrP1fuVBvoE zqTByGjpK}{!qIkDT}sg-V$Oi#GJN(W&*3 zRzRddU}~}8-gr%gMBt?mlPT|&WVOi6(!ENTRwU;Pa2z!pc|0risBVfst5xH-0lsCg zztlW)8T`58HjPRO@lyFVIjQGYO2W|2!p|D&@=J_OioJzc*F8cPE- zvKc`WGydz>5xcz@S=-Jf|JwUr7j#~4KGlOSni{)g7QmHuIePtSq^sq2(y0V9v7vd< zNZ+bn1_Vb8!#UQ|{GXW&2)3rEoP=A^n+0Vbrf z9g|w^2cE9KdH$?<>+}~jByGM2WkNl!Idn{03QRJyKI86EFo^3>bYUya*8yKQJ$sG( zC*gc?qARU`UTBkWaQvtK76?%#QR7;=9E)1p6$N_>#Ts+kF?N6(lK`B{u34VP&-GOW zWIHVrYxi|Ul^BJ_P1T(>_fI_+c$3&Jl_X)q@cJ0laF6H*?trk$#7-wQ=r0FDR=|dCeN}OE>;_F{ke+!^_k6y*o^<-W^^pWBD{aQde}*e~ddYu=j4` zANTR_sDuut0BJ&9+1IS6fMi#URS?Nt6NLqa?d-yrH)l>mpLcCZr2=f;xqBh5ZR<8C z-uD~J1K>{mgF$tJ?HP4Ta)+}Ca`ALX+2{?{LXm1yeHj|kC{A|C@K^cS?R$k@L;`tKOYONGS<2lp(^j_Mg zi2*3MGa<7uxme=7q)`;)+roB3!fZ(-x=#SAsHY|u=p5x8Z*ZA>;Ils%uXoXVec)m# z=GC)mQir zJNIfzhxVR5%3BP^TK`S#L7R`Oh(VlApzKjX<#!-r0}rHN`skoQ9I3_HHm>ERb&;I z4t}gHmHWoeeI-sdPEq~c`2#n5 z`W@~5<14;m1iWxHP4oslX5@WRPM16|g_k~T?`EDOt-o|zSeoysmyguLmixK=mB4du z>>%c^`)o%nkR)c`hQid|(D@!Q@6aBO?SIr3H4`f;=EdLNbf(s^|hNH{-) zg(mMTCM8cbjS0N-(iS<4)-K3wnICNk4A*s{N7CHB0CY53e01KMI%xOa-w`L{@D$Cg zFG;EVzWA4z8}&J1}f=c%sd8O;iJ~Ovcj_I@e5!|zUS=69S9t;3D$WNKwOGU!yN-OYYig30s zfPsdu%|y-}Tn^;px!09BmNK$GXv0oc7)>6%6KzXj5ArgIn%KLrL=4Yct0XT0tcqiyFr zz|Fqn-p6y!Q(lscjFInK|6Fs;HK*}Ph9Wlcw;atmt4T#NkHd3Xw z=m{7*dYE5?Ui(mk-MWb1b((w|?bUKCyx@kVslQw7{hbdV@_0l(gKK{o>YKI?A^$0{Ia?W+W&H$kuLbGu`lx7>akZlr zDZ+^INWvBaRrs?lrz?mI!wlIa9}izt@VO6gwuT-z@hisiw6{u0?OGpEhb%%TvR~9vuhJh8^q9qtdAJdvlcl~-*X|=L_;<^iu^svbY zxbg6l;zlet|7l7;1IfB{|JvoLbH4~{Vm_f|e-|q@{ZSxSc2P9MC>B)7tDi%>RzZca&RN#Gg)28>vqLwNiApu{@ z7ZaY})nmp_ftsI1hU9??|HRQJZm;}*Ex=2g!WhJNs(*5sW9j*ss zfdNH;`qAZNU9VQOrPnzLE-1Dd1I+6-$!>w6YYDnN8wo+ZR2VRXVLUqCgvZ|Tyq9RP zSFYcaUw6x14Vi%T^`f-pURqBjaQE+5=GoJo=BIwqewDPF;_44qJDU$ZY4F8iFHCzY z4y^ocwgaC1V`6NqtEYs3NxLVIYo*Hd+^q7ozC>P~o~>kdL6z`=GQ)@N`nx+c?8Esd z<|g_tFGhw|4~Kke_Z=M_4E;Tdd~Uw)nB@KI7ITj#ml7pB^oGbf27U)Np#N3=wV}_r zNGao-{Ip9{gN}M@P1zT7ih6T``d0C;%;m&jDfJLJw2ipDN|!giq?Emn0*b$fC8yE| zsg7+YYKbi0H{t&#fRdT3h~Ed8D#1?M8Xs|(Dqz2H(efK|XzeaBIEl$a9Zd`jejo1G zl}c@=No|VLP3P=b!rR(BM@%b^FI;c%}zk^Ib{2?P>Z> zj1%8T`0Bfj3Ka60Yp`YUzf{T^cr(}fKTfMPH$nKw6KmRsbJ5h3xnc-CLJ-ygrhnuD zdRU?h+qi=ld{-S3%pXGsns$LfHb{Dxb(#g`75Bxc+gsET$nq($%Z4bD<9$DS*0}7Q zQxlFJlFX~c4u;t#j$nh(r)VxqO{{i(Wh6VJaUoU6{NbMgEv6?SM1iAmaybQzRKV1S5hKA{k?){eOV{z;UGnT{B5&Ecn8uwx&6RJiS>I zq_VYrL^1~tlCFE|KLUatUy}H=+V{Qpx9X9hdkj(n-G8r9O@C$ajVK_(?qK4OhIS-~ z6cs=72Kj|+_2?V%BeEEC_pPzOD60LR>5L7yCHdH`IVm_(gw$844ft*_)sto&Caijn zn-alm(|f{i!g;4fR~YGOkMsn9*{it2ayL^Ga@D@j%(sSQ-AC!!z|atfSwl#oig!1^flZyW-cF9Yw*`Cp0DI5Unz-M6;&vo zPMpX`rT{XAEfHFc0J&Q?fo%botK5VT6!NKN-W9BRXob(niXRH+C;k^cE`vVqz9b2| z%-SK0*aF(Dw=Cu^umaoXew*Y?u)FRzr(Q!<;{D;WM;>(Ch=Nalymn1^dtwa;?T^y4 zG*uB5mx;rj7VoYkq*aNfh1%KpQx_<|E(k9wDG&)ih!!fY{v7;mv2PH`$mkM%Z9@s+ z!JpWvy>3hf_i!wqpLh*lGtIj+{tW8io;&I;YVyyvTe-R|7qi8SD_b>GeGm|KF#M1A z@zxnVUgF!Pa%zV71Ep7&1^;z$c5wWY(8|SDS|VNsLaZEN?^lb-yd+&o8ScLNpNZu}fMScgyC7xhfARw-0>#H~eaS<|%@9 zy1IO`?tO;xwshK&BlZ%XOw50y@})WQ*`fg`^r=Ln9fgL4O|ykR`l*eZI)X2%)%2P} zn069`b#!ZrYZvj|tXTrRRzkEr_U-dLlyM~ z=9JH~GQbkLpq}8@=|<{B$yr5+>kUxNBeBsd08zlKkg6x&{oMJrfdL`yBl_xTj*X!&NrHSRhX1Np`9^OdY6)~Ee{<=n zw95=WrupvFTiI0g?x91oaPRBOBwMdR{tZro z9ZDGM5n)ZJTd7o%<6ulKtYBV-7r){|Gy}z)XK5w#>GxK&z}oj%crRiZ6%s;EJr!y% zpEb<-l>AJ+oV>cNVO%QDX?I+1mKb=-^w)FDMZ4O6G)8>*PJXNBV#u~*`~Qu2DyRv* zk-1)mQ9IxE=3Ntiq;Epk%}IB6C=`8{0=>6BWR>`RN_JcLoKe4M6Tze-RmOx28$dS z+$fv@C6GZiiBlUZ=O-zO_I@pEb{qrjolbX`_9iB#R6U>v)bihJ89b{|4Y65ugP%k} z%4)tB(DiTZWZLl4YoQ5tzx#0rP_D|?xzWJ)OlqcDGe3gc$(viFW>hQkt z>V1%ZTfAxx(k- zpWij4aA$%eMZLGE(N}vK3w4->vMYPU(oBHu;&tqK}R5}Ymq_BSg%`gNwsV|^YL?g62std;V`f1`Z8 zD3UV87}HP^*^-WIzmTmdQ)Qq&BH->n>J4b2U3@okvQ*}``p=>M7i%@adyCDU=_W=- zV}+ViqjPkn!pS@Xqg%hL#<8QZnvHtrKZu%A&(TybQqB~u!O5Sp-pyp?HP^>&&s?=w zJ1>6qzbW*#KUxe%U#=^?i3wQRB4h_DE*vX1;ffEth@k#~LVAP$6bwW>_G-~nFRIuz zhvtka>evt1pf3MxOzz?-a;G6YCz0vYQ0 z#Bu(x`!_C?*8IgBEfPe7KUCAAJxGrM2k9DGOrQJbVZ1Dq5auSfluT2}X_xqn;267- zJE_TcOe@Tgo1XUN<;A4BZ;pp2^^gzmNQ&@~LRraO?1{rd)wm-K* zE`u+`$CMLN9f=VfT-owP6$&Ky<`*t_2ib#+uB@Hp&?_U%x1=^_3S=)tJ~Gl%GkFrE zjFW4;`zZGMAX|l~{Jd(3sJ(gF{3=T8-oLr3QbC^9ivqpyWeIAyxPo}ome@$kP^ts-H+_d~ z$1ZkuU0;NiQ2pi=p)X7VZe9yXWscp-D`Ljkny0`#0lp6-;Z$qgB|1-+Ts2EmI5>ee)VhLfFaV_ zZ@c;Z230CK=kdYWjpM!|Y86-^xlbB_Zez(JqGl$dJ|#I_3T79H+xE`<{ox974b528 zIhr4Qkg;-GUU!9e*89Hs=O+f=?}&W(G1I*iEYxx9Bl^CIK7L4U|8hw}vOU+rWqLG_ zB}gnXEf`5i=eybn&DqRDzT!Um@sq`7bnJ~%?|?wU=kh4N8#GKmFy1}vUb}0GV_5aJ z)B~!YDW%!R!)wh963wgiw44SMT|HlIzIxhMHuzth^;~GloDvo{1Ee8{h1k-CBHAz} zT$KP@hl_;4t6%L%b#pj3c=sykaMQu(;NCh1VZnOJwwRc|B(TXF7+vF zY-C)q{pK^f@WQ&=t!8M>IU%%EJG7kj&@HS4b1HaFNHxBM#N*B)Vm@w&sv<{5Fb8At z{dYw~mc~-uZ(A4Z(mPL4Jd5x%-->-m#CT8=xT1m>A!`zac-O7KPWw3ApdUZ1 z3jZYXn52Z@n|X2WFKWGB{Ik;j_j5g%2n`GQb7BLP+l>F=B^-5&3QJf1$#K8Y2to>$0##)9%zAtwZ$Ric*tdx3>0#oV(>KrM7aHlL>ShGW zxO;{g3}O56!wMZqlV|m|FhKdRqbn)NtO}}u6G1D4)+$%t-0#bi4c&PDXXtMjPtnjb zDGl2rg^+LPuvM5q)@b(@4P~%=-f)xdElJuy=U|Ta)ipAW{jji~ zi|g}rpGOSj0!@jZN5yt_kQQ057G{+%+0`Tix%L+jwG6a(EXr0wcmz1Gg1w7*q(Ug( zPPQap>CrwalRyxYwN$@P81naT+18_4(U498g(7nhr)LOSBI!U(^K2G+c!%zGVIH7q? z<2+=Occ#siFHzW0?MsT3%VJC1&txjaaDqew{UiNnf$qN=c<52W zyC_kS9XfTv=#SqrI%Hlbl&cQ;MT|dTFcK0~Q=~jF`lzS&I_SP>iNKe>PdCC($yN+k zN3Xar??Vb_f%y|z;@kAGjS&91a=mvb+BK}vonljrlDgvPi98kamzBrPPF`e}O{J;1 z6-fbwOQ6#6X%Ylk=(pfEev|1rtau})9*S1xh1VayxDh*u9)UVSGi-H0L1Z%WIFGwAtu4Nl&j!@cjIfn-VX3SvA_t)sGX>OVKd{(WO070<{X@)V6u1a zr=cLjpDOJ&{GhGt>^$jxLYT-fAoBNs?{vk0&g}zr;RnwGV8@whsU)FQSaPpRrE;3Y z$0q;r3jBLLoYaZK;h>egDsb2c6-3Sd2p82^ zXceMCv|9l~feX#%q`{uNLriXp#QyTC^kh$Wv2SPMnTF3_pdLzy-r*nLn=uE_b4AQd zCuN7l!~}uQ!Q+*%ykgAJo&ztP@Y~qOav|UPr+v?v#jK=%(!%l_PLD%DH2x)C%I2ek z;3yx*Tn`70huYZ+V}OX1sYy1hpsc^Avbz9qv)K;&R9)VG+LQHNu7U|EG)q~N{|ARc zF~_Bt5w>bNa-+^}M^zSbO5(xdyhN83xqbfX=2$ip-uK}HBka9bFR&-|WG7CmNM<{xvqjIC$ zh;iMse{2)HuRz2Ht^Aag{WolfG%Ra$U@lL~y8K5iAY_jr8@$-A>I3)0NVFau%g93K zl#gbY&nI)=goE(CDl=C8u7vy(|1%Yog5AB->%tkHN-I9|T7@{sHHmzB#(@SU2EU$a z&$>52#JX7h1f4Fp*T@bdt^{B4V`)C@(u*{?g#J9;GtthdJ8EQmyz{w+E3F+cq&KM3^qKk}q-Jbe-1i<+M;^_= zV?lojg3ECTHEo0RXYuQx4L;@7GgqHTb)PT(OvAo=_#UjF7(8HPRkqDO?R%K;-COTT z{?p4y90>^o@k1@YYD+2PSo4O+f5#OvHA9Y$2Pv6Ywa~BC`_bj7_n_EOG*$f#ocH>0 z?{XxqD>Zv_0gxe;uHX|o&&zEoFbb#{V)3{v&|CaX1*+sVn zk0ZOaQ9c))oF9{znldUYY7g@eS|T$+A^vUNXSP2iBYZK0yAj_Wrefsg@Gxo{V^l$( zHqX%q+3cZ%b(#2`H(!QaNIBNl^e>m9_A6H`g#YSo2rned?1ts{>bA6a^R%_`M8luv zIM1wRq+}0dVCH#d*|2Ti7Zet)p5HeAh=NE<2Zy|5g9De(Gf@^^NRmH)4r0GrIStbz z6?;+VAAE@Z1XAA~1@4L3NihKO0IC&nW);qZh|Gph&HY~2BScN0K}$Hjy7P;K?DMx3G>c7~Y@t zV}vzPJ}l4uGUJU)U!NTUUGs=$EaWX*#rI29RKb67KekDIrvLgCQ2{CLneMQ*GJ7q1 zFUOO}BoVhiZ*@2@5@H1b_KTlf{nj6%w30xpxq@g-lS#CFRN|q5aa;s(JH5cqE+#jR zsv5@>1{oi_aA2f)lL2Wka#T>>0n3QC{2IUW!^*XQLhco3rpq)yQ(p3X(qIyA(G)CK zJ|_!3l!{2j%Euts&W)_c@%d?bnTof9p~21Oh*X%jqAL%t;SReGmjHCyE;NokThXfdrn2^0lCId2eU9nQiWGSx3R6w>>9o9lvt z%(Z==mYGR$jg9ZQat*$b`>BJkB|$uGxJ;x9b%v4^FyZc)REHyamirIb^E?zuQ1!Oi zv4iPEkRDn;zLhc%6>sF4J_B#Y($aChumI(??QA?_%ybCnf4UU^@4_6c3*Q|%>mTKW z;+M@UZEiMOrEhANhr&T5-(>)x!^m?G+dJK`j%M z5_ERg70EM#AY&UavV;o(Op1*zG}JG*dGG#{uA<8dKEa)kuR6xZ-?G6ZP_CM z>XrsqwV`0)pICRaE#YJk^MG;wQDXMAZ1mQrvDfC5>^n^lFih|_X!D}eanVOsT+o})fL>$ru3g5}p!bW6h7w5IJxLo{(W#QW~p zrUpesP=*X94AgeC6BaKRpy+%gYkE<;c%e1_T(`>~dU=mq9@;$V`L25 zgin$=r6O~)S(NF=eA^CDYYVt-d%EYwM;*vDvSXUPhp$uhG+#v2Vg`0;Q`-o!Fmim; zxhEgH+NkrZsG$-nf{p;7#l@&M4rozB-}_iyNodoiRv}wCnF}`tUxO$(lYKqeUu||P zr8o0_vLlya>O$6vZQjDZZPYq$;1#JhRp*er{UEkt3om8Re}3mlD5k{uqv1#OYs=|D zrl~~c5aL%itF3_%LzcgHjCWPYc&8&N*vwnLCXt%KN9W6OmLGO22@s1Y8^DHzHqsfS0cIIrgr~ita5qc$Nd0IbT^0NFI!Hu_X~IX@sokk z@gyiRc=xox$uYf%MZ0CQ@6&KlIegkl5*CmUl!M26zn@~78IsfRJA==kF%*i%yu7Nc zc@y(r%l+M3AtD5Xf5mJM54ohkhbmt=Mk%4WC%b44v_z4(mZ4&YV7tdMLhz^lf1P$u zwZj{fXKy8*7l{YErRhAu1qu<~k+(@7=vwYk7d5W0qYeK!hDWlKe7xa;kvdxzv1>(x$Q`(6|D z=;_2VT=L^I1wt1FXbSLar~v;ddEpqs&|!#|BVKf?(PUq}yzNG?>JiA4FZy22Y9V#E z#^-S8;$l|JeSvZMaEuqN#kf8a{)Gd8C%VTRVMJO1*-&elq=p)PX5n>B-ai!Bv>t{F z?9vOqFZ6w7rbv(G;$ey2wEDa)IHmi0NEXuKM-x4^`zlq!^VW~s z*?^;{lUXX?=Ns#VhX{L3*rT?*!g}5%^GhbT#o9!k_wYzysN+f^PyXlySFGjO(?7og za1((uO?G^ly>=thCtCEN8(9ZJInQ3LV$tZFITX03)Pec-s|S6mLzQ>7sw80Tq_po# zM5uI8e`%px6!bh-W!aCYb}Jj2rG;+E8*5RXhF{N^WJO$Vd(i2p&)Nu zb#My75VWW)qJSeOS?0m>`_ENh+tNmOpB1Jaj|N(Sr?y;`dc~k?DjX6&ezR6xcdNw- zfZJW@pnYu%+E>5V4g`Bk^eO-+7t8~%>8;lfq=u=RneW15=U;C2X9^XndN;=*rH8Cs zxh~ZC8cT*BZ9?CCWlxEfLa~EHg`{tqAX!)Nzk6Ecpd|moi)Exuw$M#Y@cWnJ zQ$1lH1ag&^{;bLe$eTSAOY6Gc|5~0+)14N0P!yjX{z4NUVgeJ%VgC>P>;LO*!>3po z(U*eUJQeOZs-+$!5OSFU!Q*qu%-9BHTF#c-9Iqp(Yo(2Hir>(Vxe^-gSY|2uGh@7x&7k#xF8^{&@KnHQb$ zDMtJ+HHWw>JzV!053-LKd)9@~Hk&lI-5Tj16rC>$hEBd=_=@q5JC!S3Q#JN&z7cLj|t z?)5-tv2v8Gy1wB=jX=!YvPPlYqXR9%Px+86s|SRW&^2S8;6t+`i|_kaNVz74o~CEC z#Rt%LWu#nl=XtyY4}){~jx_!YJ@fDJMz<0WyL^RZi_%L=I1)Fi{LIKQ5qT-Ub1L}9 z>#9>QiRPWFujYvKuzK_D|E~pbJaT%WtsCW+;}#h_=pHs_b5JUzEs8XUl}mVfC83Lj zO>11lpLJ5rgem5n9mKmL{K(=13&~f4ivf)|HouEk*zz{EZ4%2iTcwfa;{Jv-_{o_- z^K}VXNW4`gc}U+@sa=-yI2CQr+oHpKlhu1J-diI!QSJ3p0`qxN#50~S@eioiRgfJ2Y=fz-^1Q&kn`u7# z2t@=xB)r4leIcT`q(zCQQ`FcORc@xlmz1rrLccp`@-Q(q{*X+hPydFaf^#Xa^L%q{Gm;cKGxe2SINi8+JDxlhpM zhT}xB^jT|-ZWQnd1Gn#0I<=Bd{vJvWO6F@m#6H?%y$f#L`8)l3x-mR!>?yN(YQeW@oa*hVg?u9J8S>HCcV5yfcXYhmL0V@J`>3=ep( z*f3|^uI~o01v;A+-#O~_>DxEz;ns7q-ti1oG2brSu=VuNRZ15-`|c{X`#8NhERi(T zqGJky8UmU52RYmsu#{$9ZsU)hs zAP}x|RRbn=Tz}i%Iyvr_Su-{m7Yqh(9?A6}CO@*MOC9#(@H4esroP^gnt67c z7B7AlY(b#eB0RuuT#=##t0(8g`a&ITK2Ifn?tky`Al>4XZP7`2{o=R-GQ-t{>amp= z-9MM?&Ge6O=JqQ^I*+CIe7vz^3QuIJ!I#YVx-bH{PF1*bV5Z$q{S-Zuad=|%@oO69 zZ0C>rvVP+H&SdV+4MWbQ^!@JN!F4a*B>fNcUHd&u1=$ z6u70|PU}6*&AE~QK8stClwaG00DfSD>E;X4(vJZuoY%i60E=4r)43t zi>^VQbzKCN)>eN|#LrcVdtdwYLEoosZ?;P-+LA$dnIIB~fOxh4(!xtd7B1Eik*Pb_ zf<0i+8tp=pVWiJ)k3q+p?t|Wnx=_+Er0MPwH?THmvTc?%5u$7kX`r8~K+>Pk(WT@M zwR={qW_1a4-g_cNE${Bf9UzqF5%i2gTO@-7QjPN!8Ins)T9Xd-AJ;H#*Cjq zM;7vTILH-|C&9wU7oNx=&p|=|=klK?f6#jmJ19dM7p&L0p<&VXWLz!UmJ z+Q=wg>Jdf$-6}bVbB4&PCVv|x?Pt9nuRhc5)1C{mgKNN-b0e^N&9h5yg*xz)9d{7P z^evZ_e2Vs-lTxc-B7q0A5gqycj~f8Xuaq12<_}9B?BZw(tn?8cw%^lRw$B6)N_i%M zX6aK}x}Z2icx-5_wtsm<$=@xl(Z02EongJm6tTD#uJ*WU#cLSDMRb*+d)Gb zu?LIbg|W*)I-)gfoeHAsP)pZ70&z=w2V=9R{U8>gX|O5~j-28jG?aK{JvVJ~DfH$e z7fzL`h(AE85X(gY%BUu)aNK*pe&AA2&HY~?3+hqvzlXkY{Acf3-5_5Rj@{hcGI-g; z?%k8-kP3<{DM;Vd+6t#9!|YD8p7ODb8<-hyY%}b>Xi4%siQhOxL&bVBj@%P{?kpQZ z-x34S5NiOmEo%R)UI8|TWGrg6gHA;UBBN`HI>jxnXG{bLEIdPGGe zhMk1KpH8RpiZHV2coi-s%AY?gOh`aCtD8>_w5t9#95^I_u6pGcSa-Lv>VxNjD(9umfh>$Ozf9|>VDr6Zn`&g! zlnj|+XO+sS?m*8D`#lchML2rHUj-D?MZZ~L)(|v!Ge^!C13}cV>%?@z!OCU+CKL&u zi_puAWS?%!@9y?XWi_&4jXoi`Z~Bu=Bf6h_oO(psQNg3WNA@X1*yWasyzSubH?GB? z!W=TZ0$fB&kleT;d$n0L@~Oa!pP6uAwi)S?1D%mhYmN8SocQqCwJ`)v7G_idAbv+0 z>YR3LG91P`Blk;B#MRtl{_V!QdX}8kZ!8BXygLd%+QY*+*m)ym(u65xJB-F&4bEoyCG?&-Iu;QSe&I$M8mP*vkcx9*gU~RuSeMa_-!RlF}!76YeNNW%y8~B z?_S)?F{6^Nh&og9zc9u@GFw7&QW*?B8B`wr5ywj)<$%Nl_aXl|dho^faYC{=P(noa=1VkxmQ*tU zUhd$Fn@|sMT-4yQ2I{#3iyv41eEJHImILAY=~zvq@r}XWUo=rA>tlGX$NFB2=PiM@ zzClf&q6~T}doTa;G(#eohw88!I`Qf=@gmBSF$*<1_2d%8zjRmCYnCm>9*I6;uk+EMpzHYHpdI0;=cLuq>RUVG-1t?|qzHpB7o673I zN%j!$Mzu&|ji!mNX_bI2(OI@5_{-BB@-D`af*<^?x4=y94Y=(@Uj=6SqDDvW!+KfU z>@3WiQZ5rs#c?@JgKlv`l4<;>VPA}rD7qgrfqj~)9Lj%RP@V@trcXHWEuWesrQ6)FigaTV;_en_wvW0e_E^DdlFC&)a5k!q zhNBji6}zg?J3Lr3fq#PZ33{?0tGIz6&QtHG>a9Ve0~ip(#aQw=UK)7sPN!ilX)6n% z{nQPe&kl8`{^5APC5Z#fzbbC6BG(O)Sx)363#Hzz9ye)$5H98(&gjzwS+Q&B&P68G zQ)aO=>%YhS_atd$Iyg46Y64l_Lc1MU*7)b+0y@|(N!M( zi{-Urd**=D ze@UnsqKeW;Sy!_GGY@|W>)1hDQHH3Ic-sJ1CD6RFi2i4 zZ>XckWiCKMrkV9%lS<9&Y1;9aWI ztNm-Tp-crHPxi6RSFgS-&xamqeoV;=ir8ud2IENZ8!~(n_w5g~2=%o6KGBZn^+PIG z|5Ii%`YtEzAxm%jZlK}BAh|4+z9rn07!kC`1K&tjhT9n1la=#=D?P>oRjn`N0(36~U;Mp0Nm5Kke8|_O;$0-I`uY{^ z{muKz#%Qhiw4}@9zDb`ay@0`a@1j?LD)8{wLg3OJtB2M)6+h1%V%pZM{oE+KbSU84 zemKZOl2LNK;aBDMC(2V^_H93sANhp*JpSZT|k5>nah%-u-^f4W{IBqZ zpav)+FfQ{VuQiv9{VSNR(Ui#WxtBk>GGmG!MbEbt{aiz`(}|cjP#fW?ETFwznfAN~hWZ{ufIsjoWxzRC!57a z07}(N77oca$R%-RY)l)$yL3$HeR6yx_v%4G;z7I*Jw4=$-4`2C5@ZCH1n?G(t#%6C zSMX(oUJuQ4UvfL$|Gv{u_LNUzjK$It!KJ)(%j0_cNzz|Bd=pu!Vkj_yQ~7UPNO^gA z$9r^^Cl>9T6W};m;uF5Bbfhlc7b}E~Tx$I1d00}ON~Aj~ z_2$>+U5O3|w|_4}j*e~uvA4KV={oJ+HS5E1kvI~iq#c(2T_MnEk5mpCZ1cls-zw0m&+SRk%C^pVKo@;LnAouF zd%oCl8T#bQ&IpSo4e-w~S|Am~=asjO^F=k_7owrfcKmc=c~CI)Fh4Y!WpkJk&#|{^ z6|HD(owf%q7+&l~Zy;`V_PY{y0)A16If1Z%N6{5m%QYb^lyoHSMY@^M3`#QtL%Ne4 zT3MyHo64G@FU=!rUpVtvwwA=gxDUECX`@;7L@TFWUQSW};36NA0W;7!;E@omik%)O772EAWN2tgz7~Q+^PZiD;glj(al2XzDjb zkicwR6znx?4uOK`V3I*|RKlu7atwQAQW($uKkxk8ExBy=R?2Om%DipSk))%&0`O4~?S0(IieFj0KAQIJ z(#-+V$IusGP>T9*EO%x$P|>iVlc%fIrHtH{^l?DQ_6Kq_Z9;?|!zK6vOoD#}13<%v z#A5lgn)=zp1>wBBJjA0^kVxX4Q(g($4pGbH7w$1_YzLDcVKx<8Sfh56aI2sn^q`RE zvV=X~hdb2dvoiv5ksLiei8)>HE6o#(A9kD&cyEQ~N-~%_-qejC^WFWqK0j4np9|=S z>5A1;W8sC7>1dPHeeeK311Zs-EPVdVY&}y6Ef*d?b(x#GEICL;RzfM4&|w()B$#w8 zqTz7p0N^c%R`oyDJ?&|XeDBV_2jzvs`io1-V{+QA%x9q1q3w;1X6#Ln zOW2y4cl91~8Qh$vB7fC?zZ~)l{GqU*p!56svGrQ9&C~^W8P5v7vg*xHemzkwKQ%ks zy92&18A1}WlvAY~CB9ncG;x}Uf?|iIL+RN8R?Fv(EqtlAnXIPZ6a2O=X!1;}(nOJ& zN_zizGPM~>nTV!T>!(!F&cyhiIBAYltNl5Qhioq_5<;6665}_sc;em8RwTsK^)DEu zUjEeyFP?efS5|UUB)PD>NgY`xx@^B&>9? zDm2$@i{VRem>LGN>w{gbI)GsWz4Km{N2Tf5>fUiBp^*+Z-pL=OlY3%D5<4dR=Y)8 z?+s+UC@K8NfRsBl^0l($8GVhU+19G>CG)x8(D3@HAX=;PPPoV5BCvG3alLhz5mg#{!6l-oPU({JK@J~0id~X z3vfbt7&0c^tntIa2sz5^r9`%@H{;i@r{N9KZZXY4n#myc_I-#ia;eq#+oFeyK32GU zzNfQB572ep7kh9x1mX7BTG}`b2hEksQ-yFo+zCwAqvxDqD71Zjvh;dpTi+miNI0{ONn?Fo56Ff>)^9m`m(CdDJ7~4TJSa#@gpWK^sgn0sD(O`jJV}tchB= zCVanmd*pkU#gQ#0q6*I#9o09%?OR%scT$z992l}ARgjo{>}y&Eb`3>D1@wTowd%Ud z81~PlFFMzX!|xX^$a&=O@DMk6&{K+VKJg)Y8cWARI}E)N>0f*ib}*jY&~bg$ORx#X z9Qmn%NZslLOi3-wHpmh(auofm*S!U;>+J}`gl4~ny}MKUCcV|(r)Ig+csHU-=xc(W zN@iq`@#j{bSZFux3++?3wNftS=6hc!%HNO_^@wZfe*=2^J+1aGo=cjgY`ppG!-#*t zp8(Y!fuY|zdoevWecD%7F`E~+v&n1AqNgKf6bWKA{AJOKP50q?OqC!CntKrUW}_Sw z0`fqyy-9k0-#&VD?(5rv=6-EXSH6t=S9x(x@v(bzn=)EB)uY9_WUv|HpXPO~= z#BvBsRu}i(*vCgh;doe9v-w`WRD;LXdkK!Gq3N!CW5|yi4{*U-bl8G*MJWf00Y2bV zSLxTs|NK|=E+csY0kA77uu);IreO$%O^?^8SBoQ6k49j&S=9JuMB+*4omlrQf{6Fs z6AhrpOg-1VaBrSNDhkMjqEi1v&d+8rsmuPtTd{5Kw{N>EovvwTAZXdlXTsc`is2v1 zT;-metAi)&GHxBoZrowwrSE4OP+_;>cTqmQRF&pFXWQH=Rz2D}V4q2> z%9lARdYfmvyW>>w@oN6wJgSaiinuA%oJ+l}n(=yFRdxwwecCU+yA9dbUBgu19-adZHxlGs`;gb zOfzJ+xr%vmCuD2=yxr>21}9A2YuF*peY(Q?W=^JKChmEjtM5YXC;bJ4jJ`>UiCPvY zpiDW)Ne(I(XR7(Y=f1=xJ_?My9+l zK~0zZB*LRpZ1TCVxnf;mzscF9MB{_@ov`U$x5(5YO0O`-2tN&7#V z(*t9IRGoJ_5Vat3UJAOJ;2`qqv!q1moU8kE&-(mo_Q@RIk3a4A`~Cm506aepg}!!$ zvuvVJhlcn^${TlRuW?}@+}QQ4W;dNyp?6;b`{RczB7R572JC$KRbL}Vv_{7Uv+!xT zb%zPlNFgc&5MoIIWKy#;QSlWjE#DPLU4`*0kosLP>wg&hE(%&Lzg1s|LU@$?jEvVz z@)q*&PXZgaPZP?w!7#zv9&=21n0*wwO~LM{=4{hk*EwD!+A+T$Qg-%hj>R$@PP3^O z{`IxYE4m%xze-Z!0i>Ca1vti35+@-`$~P%log zy55_N=}mTcZM+nXz}Fz6&2|O<4`XK))>iv%d)%Q|aVxY?pjauE;Iu%C6%0-?hH|x#2<{a}k#&mamYGr@+ zYPcj)cUASsWQ(aeU>$_r7`)Ta^at@NIW#*bd1_}TZwMg4dAPYPMk{4RD}!QcjEyH} z>m=LWk{e3Y*YITQuWxHZ*opVUTW9y3S2FN@ug4lpOpOV~HxgI97mJmypm%odB3|S3 z3Mu|fuVP6UtMyV7K3n0Y*BsP{*ji)Kn;Q4C$A>!xTOVUNq@ab?pY)%2lH)<3=#%Ln$>dQTKt8h&m&<%Lt(e3*W3YJ_ zrz+~18D9r_n0sWM?JK=FchA6A-lYeo2WPIoQt2M%mK%$Un6b0E8h^;k0`c03liPW1* zwlpKZ_|)1L13*aOgg4M7Z9f0Y1^ajQbC*X!Va!MaZ2yi6JHz zL_q-#iNmzuJHfpR(EUAsY&OQc$xbE^z!O;p-%2UW6Hvy-V^hkMQQ&EWk%_-rDJtLZ z<(njO=L}Q4OipQ{0%7N5M2anOo5(XRRHO2c!)=Avw&`zmjW8W5jxf6$yH+{R(Xg+P znVpH^N4`FnEXnQ!pxm6m`*jA?^TPXP?i~$_(!LB%MFPx!1-6_cAkg!V#mU(jGYiE) zn&BykW7RsxVxthbmG&Ca_G$HaP)Z>@Hur!69D!LFfo}?7!5R*Hu%vWvN6(;zh&BH zi_)D}<>Y(vxFwq`)Hy46@%M0NQ*>wK*gMe@5A@-qBMHpj?7qoSvckeUIOs*wpIx9H?@_u(4@m_j<;rvjZ&nG-uj*+os|h%_W;b1U;uW>Ype zSohVzvi``Fbf{U&KRoPOR}T#!j8gG(-QTjM^_#D_#%X+aN8IN0Z4c6OIG-H-BWE?4 z?Fa8cN}GGu?|B!WMC}wg20ihk*_CB3J_(ul?G196%VS_C!(s8er}>+J@JQ1)nDi}$ zqQbEvk??AaS5Nl(b8k-hX3J|-Ty`1X9cq99vOVfQu$jAtW)$j|CQmH5R>6^k*<-qSXDg!z)g#w5W@dx`S zE`*g_|9Vp|2^RfxreWBf*6UaGQ*mN3!7i2FOBWo_zvitT_Y~s_Lm;lonondKd?Zbg zMx?3G17BDD=ynk}i=k5JVfSS$S{-6Bw|if@!S0OKM>Ve_+C)A&0NWw61u}l;Uxw6o zYzRtESeoC{eAD1Vm4@`Yn}BNGp3WEwL#f^2ccNE{zq?z~802{Wd?1qg4!i%w&hGN# zaHr({C+Dw4OEPajAK-oR!UjUcM)3Mz&sw(`v}lLaHESw^_L@Xvmv zaO;tVsXCo|cmV{5po|G-cIQ(kp+y<`99?_Mki*bsTn=-`n_=M{Z7m6GFYJ~^z)faY z<07pvx;CUWXlooicSWdF1e+?0zJqdY;rzB}`uYz!@^~K=G5y9X4-X87?MvfiTF+N` zVL#GMMIi~WLInuIz(LIGIPah!wvqrR{!^iCTlQ5(k=JdrbqY~|7l+&Hj?oCC41oFm zUBV^OqX1q&o{F0p8ovun_~m!b?3ZySpqgAC4P5eZQ_q(^E%U=#^iDHb*(yD; zA76c4*RX0jUBKht@lj(guq!7W zd3xia8Rd7}Wt$XrV0|%ylb+pNigxz8DndINOW|$@K9PcAufkD8M1Nq#PU!A;iaf14 zI!sk|6}yJ?UGqMi>?4J-j6C;1L^naBRY{pUQT^tRO#VYd8T18EQg%ldZ!gXc+b~Ua zKlA(v;O=G(WWKQK{z(a)kQmwEHLl1<@TJm3Nfn_Et5zxqN~VTqBPAdbSPh%sPqI&F zbFLm;K$B&vV$npIj@;1LPXOd|z4WW_-Y{n(p&W2y2*YqHl~D?FIi+=x^C9YDMuVN8 z6}=$oi>|azgg5QMOvG`vd^n-0u}aiIyL3P#fE0=xiV@apJBS`@S*bK8ik;C#Q3^% zI+65@dfZ_CZ^QAk?Jj;b3+rpOxn*9Ch@Dr~4+Kt|nn7!mq1U(rtc0!4?!+hF$yNW$Qm%#VkS0Z*XSUnzw)SQVOC*3fyu zj?iHzv@;+I{>)GOYW1lG@ZNqr_FYFmkgB;DNtVpKLNJPaCrjDtkO-lFE=Z33epzXf zvQe-ka)I7)gVpVAJ*WCrI! zH!hx@_ttFekB--UFaj6VUMzG+>j1t!0lM-6TDzY5&(dh_7Z0BJ5M7OJUNPM5c+Y3o zxN@{TtJ9O?>BlOnjrp>Gl$BaPmnefsr~xRNS{g*lS7^AUM(m{PZc>^%s$A(1gU1Z5 zil!NM?jDM~ROt!u1^xE=SFba!ZfGkJvAt7GRxOvk$XbJxS7;Xp-j&zz&h#mSTKZ zUr#hP`GN6*Sx0{wnHf2Lbt~oLks~w^N++J6j4!9N{y39J|8!UpJTUOg_maEZQOQH4 zEqNY^PPDLOgI%inIE2)lZR9secyL^pz;=$hq%9yzbG5)44@kHSIqzxoZxU8&R}>Vd z)(zEDd?0YDr3T*|PPOp`mPB2B6x>_-@yTOTyJlf$zz$-4;rmN#j+g>r{rZwiU0eG| z)7p4sh@E(OY59{uX2lfH4r|9^7?gc{BH3r=aSPlZf>!M))9`H@$c%67*)GH;mcR-j z%usgF$i_xq!Gn&-itEw~>S`c-fDPNPaLo#SWy0$7sqH;qa>p-zGKx_#zmqE=zg5b; z%V%5m^DPDgRh(G;AyYx55hN3n{H1Nj{_CGNR~!3Q(^Jdk%rW3S!@S1_dD7KuYiC*JprY< zgU)+sv7nne%|p5p@T-Zb27#IIs)My{JD2g%7qr-&$*L<7mo|i^B2D}EV`t}dyLc<7 zN3}`d|}N zBZ~r}ubkkf$eS(o7QNR=_~Qj}VG%vUOReMQuOq@xiVIBvf*ec9zYQyNrePz=%OR)H z!^_F@7Z!3o>crplMGY$s!dv3akOH7tinDgdPu*=xxDSqIeptVZKRLRrL1E@*rK;Z% z1OWYC6wgTPkmeahAB{zkVzN7aLr|$OB)nB%wt*E4@9m8>Lt@>cke&$R6rs5j{U;gh8U)P0)t)#mzG~%lzW>`M# z_V(xo*AWGKW~Zb$PJc04@hbLR|D4m14ot!%T^IM?H=NS~gGsI)h^cHhIXEz2juhUM z(+N{1^+i)*(hrX)YY`+Y*Q+8SxT(-Xr<2m>?kPgeAT#wxSnUkj)@rqPE9(yID?+AYCLSiwzKlk z5U;6XuN#14+AP6O5|A!5t3+pfo~Mt|t_`dO@PTUoXDug|$16Xlqf2qXlz7<`aNmI{ z_Tv(qa=Zqo#mRYiT?AV{%N6aK<_nEb=6*hvhe`&<@9qpp0PjyYC3(H`E)Al+47zW82Qv0$VBg z#Re;9#;7cdvTKUm(jiMZzSZ-Irw73oL*k)oGgqCbV)%BPjp?=hdkLm_?;d4EtA zIbV{!M|ZC7%lQJFMYILaAKmIIZy#zb%jU*lzhPKfJ(5+z3eEKm97tAzx{@(PJQ*El zCvK%@H`B47np`Ge;lqQm^E^3df2cMGJq$MDEa^{Pawk!;+*8_rM;$Q#5_Y?ppLo$$1}7Gh z1`;8_elNx1m@Kbs=kCB^2eJfbTXt1EX$!)TG0~UvC+OqOP__{B_@X{1KiGm@J?g34 zn3E($klfDcgAo-dSY8cKyzD)Fzk?I*p2t-MN>~r8pf|Bz#r)A z7QYUY7bs;(CC?~D_R2bumWGc-PCrD7>ZqNAz$7_1>s)A?qomsecp~q zUGC^2Q|l3FH=9@}oo|t6Z{e*p0{iCVF;(#EqUP3DJtPFx^=YT-1 z0)*gX!(FsS<_Wta^UrdRb&8ly>w#FMp5Ui8uthtsT$ZC^wraB1l_$x-jX;}XTD51~ zb&-3n8NKy1F!P(W>AUR2OKoZRU@heqgu;6xp^9y&ISp0( zOYd|}|M7I6Ye^&gC)n@|^AY$fBA}SboMOqUhvYk{pTV`_BgqNZ_L)Wm4Gm;S&}|wk zrBK0>gIA4~Vdtf|W3s>kSJA=Vr+QOUl6dTgr48^Cj8&b;BGWRP&+r{zOn?N@##xkt z$!VNn?5FjA2b&=N0PY7prj`!eC&Nx9-x7v}dMaK$DyI`0hPf|>_c>4D4-LRPN4I|a zlksr5uQCqqD$Kd{?0?rG_BtW*T&Z0GaKB-QvSJat+|@OG-4(V<2j>~eZ5l~@u!`9m z4L;J~%H6rr;*zS6cqqWM3G!WWV0vvp1}^Wvki-LQp`bddVExbH%B^UgpOyCTZx zf&y;sBIZWUVOnFwRU^sgsK0sQKNM>?gWdpY;zG%|+_TPmbek0){ z$vAmXET|peBkkT4;rIKg?vAq`5gDx7&<9AcOJxDifz1VESV&Ide`+9qd>i&S_s^>Wo|KVy4T41(`a z`f3>>8vgwBzgn!O`Af2ZM2A38A~*21r;&gNBx`{K-+N^;2MwK+4bNl-c+@|sQ8$gPN<_$6^dC-4;k9N?%wY&bBnqp z+F5NDT{L?3vRH;TiFZlk`Y8U18n&UaC@N%X_S+>b6tgk2fb@xXQQevg-wb8s;pe5g z+5EV9k31*iKSF&|K(9CVjI#AIqBXkzi5R4fHDo?=l&>PpXT=~Y$do;R*;c}ut574_Z#9v4*qt@ z{5n?;J7B=>ttf?Zx;GnP}X zk>&b}$^ge91bFQ&o3GD<2j6L(cdN0Q?$_`&R%!Y+~M3-colaM zT@GF4J34_ax_Q@F`kBA{pw86e<}3TwUY4{;hl)*z3MjeUyGJtKa15|<*@{nXn5wG_sf<~%L@|D~ z*`fM>yu}xnK8;GzJ)AUTKVMXW7;~5rX9Ne_>vkHayeqI2=2N+V6f$rxlYr4}yWof@ zTjG@p{55LVBDA=B`XJdk$ct^jNJ2=xxeA%rxolM%Dp;jSShl)qZMmjC(Yp{XMQ$Y5 zxb}GCo69QtL6%b%!V@E~rO_rqlXI22{jK^<8GM0~KJSo~TzhzPIE6xm<~wGw^BK)r z(HtO6jfF3v;RolwijH`#B!T`J6v6s+?q-y}n91s$^Fg6)!qp7ZC6EuN+^?8TUU%+{ z=W`0*8cBG+Qe8e4(XSN#*TQ2-p%fStHkCUMTjZXET+S#IKR|as#0b{`t;N-j6Lf}% zwYt&6=c7EJ$yG1GejmEdzlY4v4b1^c!S1H;3ghfWkZJ8bQSa`j4>@I+Cf(2!PFoka zroWK>gJFwa7X}aJi;L?dM;{gBx{G{E933UrPLGI%6`Rre5Me9(lTH2i&i`Rh8`zRR z5#8HTJh6HSIa=>jJC22}|FtbZ@XXEtvsd<3U?rF^1W$r~ACQ9y$@x~2uM+t67t5lO zLvAD+FF1UduQse<+a*TU+lsy}ULIRb?zf&?T=of`d}v=#@Fo3-T%ZZ_r>z^@wI>7G*G$?D-!%}1yaJF>ooqf zAN)?36qnwxai~o0yCFF)D|V1#+R9KOnU0h!=jAJZ?`I$k`Cb?BN3QFtMo+ekDE?r0 zDyQvuh{~{(r#9V<$)my5)Bek6`jtU#qvpfyd?F~Xvzfl8q+sms%{$9;&0lmULlt;?qX{&@z zc$@T8(H!hjJWQ4T#_ao5hgVGJZVvPEH>;N>Q|DTa>uFKyOf}So4{s&^C z6v!i~BaiMDQSj$nT&#F5^dok}P-ung zCHf{A{4SWY?B1y_Re0bs$%|W*JDjp?p_$Ue!7RXs9;;__Dzry_{+6>kEm;%``fN^70_uxK3C-rSq?C4J-5<2lLG76VV#1UB$K)CSz> zEyP&iEBf##^}~m7s)jI%mn}?dL_ud07fd$ayazQ3+$qB2m8N|)amOUW}owu9l~ zbX805{^~2XX%UICVYb~-6tl+~o;7ReL0{=$e&fr-8-e;&DQ;Od1K9=wUQOoyO`--> z1(Yv!Vc=|nwd99kfw2Xjzu%FNI&VW?oSt7#J3r}&MAOFc7AR@=!2=VyUoS>e854fq zcY_!sp@0A8@GQKN7jJ(}cjgk{MMFiq zl&5VQBq1+9#tE-o@+fcf zqA>N_LQBAnG-Um1BI}hqIqu=lSUyE#26G*=(LHE$)fp&r#fgW1$ReF4y*S+CIKMTuvb5J*Wh@l@7N?-Y?va1=1PykU(ew2legc5=M%til_R&T z^?rNh)-m(o=qTX&9aQI|Lunlk5#;wSXm}1^_{$6Iq?q$a$KQ_Zo4l1`x&*}yzJJkA z+?LhwYT;JvNR<9y`Kp=82mjB-6jm&k&(E-KsjJ!M-xGA&4zvHUsy9q+InTM@EP*}N zYk6iHVwdVF${50S-x{Y7ZK!eH(4RzjBS`e|x2ht2Jl#$g7;Ytp> z2Mz+c(15>)6r0p9B|n@ht#8aIRJSss>rg)xDu<-sE>T2mAD``?>YE|SZfNi4_YnAm z4|14<(-hVYUi^A@ax^)|Nu1y@iK%Zn9wOYbNb41bz)*H3=|}=G=z%PW7Rk$!vu`bK zR$u(1r4vNc7|)0jIi)D9#2P1Km6Fz1DZxPdB?xt?jMheN6{<6Z(rnYmI>XSloLBkX zdF>yU`?>Cc+G7W=b*d=v)Nhaa`pX?JHkIle6>l>}3Lf?}`qWGvv$EeM)G!o|99>mi z(c)jG2)whWfZIfUGe(IQv>KgYSv%jFpE&g%CduA<4w&`wbRLB&Md%anGx{w|*BvtL z&3od6ae}OTLqvNd$NygH`ra00-X+OQcK^RDKy72N)}}}YR{ zwqz+N$(6np1$YU;ir&584Shk=_4U;xQ8JC6+>0Tdc4s>CMA;~0?q>(}yjk$J!QLLlL5r?c|uwmyj8)m8!5QJn6=ZnN`^W2dOjv`lb39XXoK* z{2m9PPP`HRJF({(t_XYLjax$U#^}(~!;s_0dmx{z!I_bol0riUYHXg8=$_;v`Z&Gy z%55Y80^+qFN+HuQc(jy?M-s}e040*Yv|&_Z1LtIHH+zA7w^gaV4p@51yfC!&dCp@` z;;J$wy|W1|w^id3rChA*3bs#bEJQ-I;fsWUrJH2vG2h-_a+q*PqvSxE0_oM)%O)9c z6&P?4AA$Z1@=2y}r~C2=;aV)bEylU$yINEaz$4vSea|-6twWJ(F%YB+@2PNKjpS}@ zbmDZ1ixMPif_G&G$B7a?vt4}U(_oUE0bZ`TxjuRqkp*kTBQ%`&U@LPm;c3TKw=;VB zbv!4a_&V?f-tWE__FEbWhjww_4Gyf0TX*PrlU@Kfv7W?f>69D9Ymzr7gYpi^XXyO4 z^HA)iH*fpVhwE!9;#K8ZtLD-z$9*876d|GDbFT?#^nT3{u)^>X}+S*>$86E!OPwNxT_m~anG*DY~pD+$aZCCMCttOvu zF01fa&YfRVth)e8SOa!`9WBu|8C84A@%{H+!??vjJ$OExU%w&1!uHODhWak7JS+blb6XND2BsU@dsjJ(!yTEee>*1? zW-O0b!>Oj7JvO6w1RCT0eLL4hQozh(kH?mzI9(!v0Y3&z31&LcEN=2Ye*9!|qFCZ& zb3)lpJCnp(?N0O*>Xv{79*7N^0tPY#;iL9FfMw!}YFXtRuIY zB3=NjT*^H!W(MT(9iK5_SLE?9K`ks7PP7+ffV6H*;Jz1D zJ6(+QE5i7fuo)D~p+KGq09?FZjeM`13`OuQ2qQ|>_RsS!#?NeikKi8t+IdE??_k>K zN4Xg2F5aklh>;1_??Ht12vH=*S4};Y7bF4bWCe8I^y+25y`oMuT`e#YX~@j6=AI54 z5KXfB#GD~8Rf3mKzYn1Jw9UC8K0+_{Q>aEsM>A9)vvrpZM&%pZm-CK8%l+u=o%1dk zFId_40>YnWBLF15?mAKisbRMZJWx^cl&8pi@+Q@pJspWH=-5Ba+x$*hwL5ij(GqBR z7?7ERwj6g9C}|?L6)8 z!NF7T{jK^{Y4_69Fx1*nOSJAl(H!HZs`ve)*hGRr{;2PYM+@MZml3yklvgI=&~44% z?1ffkj!(G@OUrbn*8Id6C|U35B%~a4W&fvQ*zg}vGky9@#QhENE)+g_&IiT`=GVUD z2B~h3vIM^#559-nbY>uuNj@cb*jB()r`gtlqd1id!U^WgQYll|Hn8;Gfal_imf&r2@OF^Y{ps?8M=LkUd}FV zv;-!!tFhKLT8IcvlWu|itz}+jbk$ehr<%5wtHUTbQsJKv;VMCx_YIeV z$KmJ=)HS7PgQwh9Gzs>6K%;K4&VAStJ#!~yC`n?PNx_rikx2syPZQ1S6{M`!+7lOG z2+nf2Fir(&<`|I(Z+F2ta&CvHO^F~SSr(AvVh1u}&wZsJ&2MlsT^I57^G9?`4f*QH}_Z$p+FFsymd6Dx}xP zlIS3-&9_J7l+&kb#TuNoA;#KuZudl;yQR~gW|f`gvUhoT4^$nTNw`50d?s~=iW0xo zDm@bvZ-a(92WXcWytmG%u%i9-pc|k;LjjjI=>7es@xa^_pP`py@1s+0jGhKj{Iao7%TvoCO)s~<0FdmU>+JM~aYLZ7_A+pTtp1IUBZMioY(9j%Q7$DjI-cI=MfA&+L8o8tmXqyGf&O4VBPFzH^NqLg^~;V|>|3qevmc;I~-pr_N| z5|C{aOhtde?xg@zLz9q;snYW(7Tw?5AQ$xy09P}$4(w}MM%?zmX7fyB@`+?GY6{Rq z1fUBYHihU914XM-^+D+iNCQTZX9{$=5~APQL=_AdT3Z4b+sGj%l)9q=JC{_@tef*v z%Dp9uKgZ5i>A*yW^zW6LJSGCNvt|}f^E+im630Cm2X~SFT~DB&O`(oUrRSBC12EI@ zjFHS1{~UVnUR%k^qlBLqz@WTWZK^%l+?cAj_uXU(DQHYfodG>DWFuHR&8#yhHVhh@ z@xgdKtqGs57FzzWENVaTBw=dv(wnUYw{fEZU=I}`s6zXjGoIfAnyb4#JVC4Yd-+mB z#!yw~9+7R;1ml8FUsu{lZ)hE~2A)TC6ElGqpKoa>%T>5gosy4S&j$cGpI5XvyqgH< zCGF?@82j+CQ$NPUZR6&fT1noLZ-g_pwR2LB?o;e|q?pGmKu#$ret-HMggE{Dufw^Z zGr-9@*A5R}+T%yZ8irWG`$Pt(VgCC#ty4pgP!Q#7_)q67rqz^BYL-u2-Q!Gd=-EM( zWfDXY$WuFrgGO22`zl81%CQeS1D^RJEl2kwb68>5=flg$yDe-u*xF@u-nw43IIhtq z7j?zeJ3=SQ%UH-SMkBebeYvv$PYqOu8%#&HTG0=y=M#o_4YxEw z#b3|YTQ;P&cwOl|3UG9ECy@F{R_{Z7)%~oyla9wwS-G0BurcTnyoV zm<2a8I*caG$ekbVo}6zQ0>nVUtNvv4?=T0AS|p)gfV#I8v|*%TJ-+Om)*8H&TxN(1 z3g*WP9xXCT`gF*-$*PHuLiJ>0WC*mr?`28o_9pzcAqz=5| z@|aEl7S_y?ERkojQb#EAn8P6{MxX9&4el=%oR@#s#gD(w0q@)0oPh5W!9YGQ-X;Cn zK*i7++V`m}5agyZQ3__$<#5Q|v~ORtPyS1(wV|W#O}F4+TcGcATJM7l(ad~|UQOvg zCdv#Yq%t$A4l?*xx(EH@AK^Em=`!!|=D~b-!VB^6U@2yTE86?gfm@>B-o53Uj`7P! z6s>D;%R$=0ZV_h`#zv#K>JCvz`ciU0kh^(fc57&DpmkN1_;QLw|B_x8<+SJ4H&i2* ztu>6It^PWGE3zqYw|4jBbVhSeAMVu^RPVFTz}Bw4TC3&(6nib$n4^n(zCgUpT1WhF zf4O%!xPBOpx}gsH^|pmLYdw~MFo^Wv3VQkY2ncX1ePcf#vgT$Y?TGXA=~kt&DQ;NA zVaTn--u&ybpJj>=JTsv1W!lUSRSX2&sUHV3_cutUCDU6PH>aATxs6Fh=?IRk*rYx1 zYTXuqWJ&$R3d51Q>Uxq&F+Gz8e=rfevoX3e{9Y`V!UI(7Aohibb!Wo<(J>^-%+ zR-C$z11(xhGiJGNq~@=bdowX-=_@JKYKg*rX!qXFasq_NsW=>pLRyzw_b5gAvf=9_ zO-k(;T^x^L?*6I)X2327X0J(xL-wD?Bp8^@uc6_)rHMZn5IK8X=htb$ZXkH6JOr=9 z56R4>c|t}I%wH66ydyKcyjYWqhvz7EtQ(XrB{s~aRkED5eUYaY{&haSf9U1Jaq9O> zBHdmm2!KOxvt^0~OKYY{cg*JH^2j(+zRbJSOREa-8BWO(?KJB@E>3UV@K>RG+NIi2 z!k2$kD=6;1q$c=+`5v!YzxP-bKJDse_VLD#V`+dqi(Wv2-WzWhEERc;FHRlz{z;D= z0fK$@F0^_zBCd#;GF>5QrI`_3;PKPWPM#%a5uu1vpIhsWiT!>>(`S%k{~2wF*ZohJ zH@?)xOglu)@Af9+!6mj?N(*PNGS%#%&^tF0?5_qdDpu?7s8Vr6vRc4;n?a<$Jm!gRX*LS%W)>`-sHzs&Rw=!Gi%>foG;Xn*%&zC+4v zWH7eP6zFLjj4>$DLWXr^k~Bl^@_IS&QazF$b1Mkd4yr82c}J|9^)Uy7LT@ zd-HevVtIc*^^~uXDtMcG^&~n`^u9xB>(qCSvINsFf{eGfd+EeM^cN{N5Q3c+DQdIO ztrk*h_NRx_M6cpJ6IZ9-rLUN#1#I3&YBV%S4_2&32}&}F0zR}j%KX$tC1o>`=OjrE zw-?u6_)V&xVOqhR;EKvIAmZLVBPD%Z9Oa*3&;7LLX{U*^q$0j~y}Qd_g5a*oEeB8_ z`Wp~9$lGrR-<<0wWP4L(+jJ=@AC3x$B>D2}fp#ZFkK2S=IjpKAn+z%I-|ekXsZX*y z`^V4yJ(B_Ru8SfBn~LM&!s_$DzuG1c#`VM$NzqfcpCmR2nl+M!>xUqqSiNY(H?<4& z${`x2r~E{dB_qP!uG>;CdR@W%4QW@NolbS@NS(^uqi;!>&T~vUBNr?k$BFW@WM|Vk zKlu>A9urwMTt(yWa{0612m9VMd&ZYTM0?`EJ`>rYt{)Fgky@~S!hgTc-LdZTz5ml) z8j?iImO6}F2)rXG9sA*^sA?+4n-?a6Ya!U|yNuS-(u#`a zXd$)|TTILEdry9J(5K@OG<{sm-boPOLexqUBt$(;gSE4>ZL7Xq6(f@QwF;Gz#K%24 z`b|wL*t=dlk6a_kbFf)H(oe59ckl@!so4J!G$>e;3@mf6( zcRj~YpBc*cGG?fmnT2(x&}{G?Qp3l}`pnOT(vh>r#Y)9~J^<{=&X6o91cnZg#Ato~ zNsy4FUmvPpfQW-Z4~Y`q$59X2uxv^+x5s3O#6RzTu3`T~NuT{BNcZW({uukKbn{sC z_^_+p4Ol&5B>6_}s11H{PfjJ=Yxil7Onmgp-x}d3lHn~I(>537IITpdU2c%bKekKG926aFYF<4fg@R=aP@uD5<5bUjfqu8M5%%(q^)(Ff_q9`Mk zt^?b@UaMs(pV0;m+oqRJ;EixKS1UsrV>mLX@t1eFTMfe{Bh+ou;s;`JYKPUk`$c-CH5_nuKP{|6}$0FZMN8! z2Fw1eFVheMJ@bdL088sf0%JyT!+!%`yx@jje*aLSHF|OMlknPXj^i5uNtA!4j~Ln&(4t8yPHT5V*96R z^-qqDA(Mn-VLfgk|Et$N1Q|`D-wkD66Kd+0y~GvLH?0gsGW3YxcBuQX_SAKh*}}s~ zs891I;+Z7~yrR#<475;9e+~s3;ryy8ZPn276~DYH!*B~{*_y2ieck?35Wrst+u7Dd z%6A5SM>SAcOo=TTeH^gkrZPq4=cKpI%#=Q>6K?2sjLXfFa57c|u<*6huERFa@@dQc zG-S;;C+gUik(xmk(+>Mxr0*u6?L|`^;M4J1;e~Y`DAh*Ml%&JB{GV< zPx2@X5!760+N#fFWbTWc4RHUs@3AZAMD5cK&nw7E6Ar3<)F$oXpEtxN8+SABIZZ`YQ*+-Z$-v-8}!vtm-;MH=4)kg2mf8Qm&v& z@_k-X=Q$c0O&hf-j za;US99T@@t%eD0~D0q%?KA|cQ*&Vx?Y?E8%aY1{kUonJ!sD$vj-a++Rs*gy41laO7 zeS4-fOMQ|L*99B<4UsJhBT{7SUNDigghN{tW4sb%hv%9C>|-02cil2^poh_Jeb_G2 z{^xkr`yLraH5K%Mb-yd5nV3=6a9PxVScxkQDP)qbR9D8{MSUHH91k3htnJ-zzDkqO zkDl|q>?3Dfs({>*ZH|~F1M48S^xzDx8L%S zL>K~mG}ofT$OL9y^-XPqKksCUtdnvxXFM9Bp;kQrUUv|^GwbS8XCxd};k zfYYnv@a7?OVo{2bmTr*Mx{Rh7NYIcD@@%FQSWMym882*x&B%7Gz=urO7thy89f93f z(sO>rgJ!?)m^D`sv_8>ou98m%e{-1i=p zP3Hz!g#Q&F2%o!%iJcd=EFnG$WVY5G2G>V! z!;NbOLNBZMI)AR{O+(a$tubqYXbDr~SD+c1^-%%|@Q7KA4*6~k$hTZLlLq-Fi{P5y z-Dk^P772qyHY=Te_j{TQh_jyRQqAg|c5~D0f7Y80#L2fli(ts${8#5g4X?O_KY$bl zw;YTOtw&%z3HV!ozhK%XSDj}_C3_HQG?m7Aomon9Z@nw|>B8RKQJ5!-PE4b(7z&F- z9&aJpWb2bhBAy%(Ug_EJpP{J^M63Bzd-?-@v_5%=1)|+iY+&Nh-Qqtpc?2o*p_yf)F0;0w@oxYhWg!$}mn&1oJkm!1Qe7x0@^hTS` zblC7?w$`4}<0g*uT>}0Z!8iEUEonZOJ}O9~?z3BMsb15ndiXPJt8KP-Um@0Vq(z5M zCv|>nm;Qu}nNHZOh-qIKrwBT%_xkZ-47XK=t6BNuS~Ms)B+o}Pnt?urLvc%^pe*k6 z^_ylJP~_WQCg&O5SVetlN84Xj=zB-SKu&A*B$e&*Uwt>*ee{=v^?(?SgtyC=5x*{h zZ4;?tL+BdIG!d8Mp(}q04!F5%`WLE}0AHG(L?{LX=*Mj@(vd7!y{G;{;S)QNum%T|bdbEjB-ajQC%?`U`DZ0G%p zD)%Y8%YgIWVKOAPQZ5U)_V4>$4%cH>>+q~|b|unkA4yvdcx+7-fJ-jD7)^mG!PQ_h zVJqH-QDYEb_L!tg|3J{*2j4WZ9QIE8rM@qCmi$&jvp%rv4z9(_p|fmb4D?_cL>YDN z=o(0e$1KuP{o;I@<-kBD76FvFO_QQDN=a$W5y**&nj?PI(T|uxkIV0^)AOYXOHv{T z1?VLR_B_B~R9>xphSu+5A#s^Sb$jRGrlK@lWmHVs!{Sa%H#MxKJqo7aa+BIt}W0V5vDIVJd2Fr|rEywXxTu5y^_FyAMma<*p6-sT7~H%?4}Jf#_nnP2&LMyX-pwz6|S!LuaV~`pGS{1 z3b>m;*y!DOFo|Y0iTR9W&Lg=KSbFlo@OUxS;~_u{?AQ_Pm?;XLGV4Omi$)@QQz~QU zH-I2=2%tbwB8ERrk~r+tv5VV@b|(;neK19Sj>~ahb^HEgYKZFpdiW`oA!KXXfg#$1 z_2R99HiRX_)a8-v`81v`=aTgEI+1;oKU!fPv(eleDczCQpIVS#W9-+j@`hFUp_sLG^h{T2Vu65*d)w=NHl0^Tyc z&*?Hp5n@(1)|s{#0ci{kak|B=f6qAEk`Cg@{g$RcyLf9u{`u?j+c#>-rHr5d&|n$Z z72Yy-Rk$1KII)v64k#CXBovfK6IiCjRr`GFl6PTDKo$G_Xc(w)r`sgIL;g1Uz=Y)P zG-ExbS$DjaxeKi_i%VFI&*j)NxA3;L?s%mUmcnh?MqHgA{dF>`&tj<{xB<4m#LZli zg(2c&MzH_I*ja`})wtcBl9C%$oAT|rVPzIb3&N0w1Ch|aLB+3{V;eG4y^9V4AtigA+q;t<@`VQU{{7DW~|y#zwgtaq1XBQ9AD<4f334p8AlfSPQ~vTA^jwk zwe|ZtiO!BS`D+=5`^AgjA|afdL_vFlF|2ZmYPeI0IF7R})T4$*>vLF8+w`ggXU_D> zphDQ-FKH*>N+b-%Xwg^hZE18`C2AE)vQQB{OtOsmX&2tMy(^jpTfB4x1h$_+ydp*3 z{We(VS*;}s-zGZ?+yrcMSEt`<;^ZR4Nso$d-WPBgN!b89q4!i=hTT4LMiz$njz{{P zmg+TJ!>%gwMxx2}mLcJfp}5(4iV>bAc~)P}lbx&7FVmdxdNo;sw_3V=>G~yA;V_Y_ zX+v&7OMPbl;M|F_f6$0>dPh`*nL7N;{=~0|i)WI}i&;2+|BnA~=S_2BH+8IGX`rS> zV5yyCJd?w_2_btlFHaL1s`=&ah6re18&B^O^}WJ^FAOi-@-q%hAM;u@1FaKv>AEZA zs5rzg7Yj_yEn1CH1Kbfat?h5wm)l@ca&GyUPQ}jGfx5GlBHs8Ucu~ySt@KiM^RC|< z4g&oB|ECS@zh1lRhDN}68zZYp;~RolT(jJ(QD)jjGNEQ?rWHCj3W$R>uc;C#9i@Cx zelK2VhBnRyVO-+s_fBJ-Y0%t^G0Ix0t(I2A_YgGc1fR0b`>x|2^$nOAoo;PbK>9rL z>KFuOOuZI=qCW(5&FeN-fB0+ltYA*|*Fj$68{{>93Fv`Eq7x`8*h$b#iWzTurc-u( z;O+63ib;a7J~fpSPDM7hxZ&u7qN`3<5cIy?l);lo;%0BLru^MLe4QNP2h5Kjf^7A2 zUA?^i;cKC94NCm^VGIz43o#m;RzCa)7rmj1s8N?S=~p*{Qg9J>GYuC@S3{RuXc~fR z=xY^=1j53hPwlyBeHT@G8Yj02kVPEPc6*Aav*30qF~8ytZnuUeT&CL@kV;)m2{%LM zDV$6;l*yhg_woo7Oj4qgeO~v|ubpUh`W$}E6gfXni+-NOEKhJKcW>G&qvs0hG@U{? zdZJ1*?1&s(S^m_kiCr^~)9->ZxR-Ohj*fe9uPZE0sQ0+l&v?^Q$i}qCjhccdI5hV} zu|pXV6a6e$xu@YBv?F|8&>}q!Z#A z>i&^>Wd=)MS#d;Q@~T%z=G+t>{Oy^NTsXEmVWfymc^jNWcE;ZJ4=#5rnCzzXg#(a+ zgC0D%&)eq`?znN^3mbfpvh`t70WhtaDWiU=DfhfF=2`WFklC$?4{-MAYvtFB1Vr=4 zfvMI%?Sr0pRnm0KxlOZ~&LBo9Z#BoI`1tAa8e~owuWL&D?2L<*WBA^>&As11Yt(AO zn{#Xb?V8c|e&4}RcBCsx)8##2_+9BfxaK(ulDF7^y0!+oSit41BKo`#F;`JAo2gs^=kb7_g8QV@CueaI{u;Ieb#Xrg6C}{I67HyIW2u=5?wQz z+RJecftdat#f(c#3hyN-RUJj+9Q|PQm^h8)eJ!zH>W!ils2BxlMklfB2@P z!%n)P`_%ll#NS4Py=<@tdZPFsP2a!yrJHM=1oq&H^)?L|u9h~&C`U^z(2lA2j=(*^ zsW+4K>PYUN+*)8lz(&%2o(pX!C)LR1&6`7hzZDGHww&14GOIhBbB)p~!FO7p!;d36 zb4(0q=#imln!1os>deYEvpm|)+g#o{rHl|Sj*Jvj|IA}n*OH#5z^Z7Dt^<^XS%(ci zl(EN~SfUi)^ow|>s7`G`E*HwM9en%mg9c8f)tn8Vqjz|l3VEaG#^+d9-$?|ePR-&= zc~^lFb4JP7OGqeMp1N3glNT`smJQFHJed`In`PQFV$yZI1k0R<84>v7q^Glp{&)H!Go1b@8T$3AH2qhEEm!|1>tCuO4Xag3yiaEU zMUH%(ev3l;J)I+?zD>__@4LyG1BbZ&*uO&8f5I$fPA4gs`LG;TkZ5-SPCnXW;W=Yw zCx_ND^8d1?q4Bzz@OF&Pb)STQw_+6JMf{_o)&fg(X6~CQ7N`C3os%2;xL`9PE}Q~~ z3m{;*3Mz*YIPQKB`4Wr;+oqF_nHZfrQ>xDXNR^kzde-p}9~z{2*yu##{v%tg&!8Wq zs+I%dp*ri9n)ULsTm?i0N`tJJ6}xh9-(#3XOGo8hP!+{ZZ~XE0DE=qhh-XI^mue=i zat{W$`|;XY!l6|s=Tz;`?W_78>8aDjWBSPPe49i4f#apwD={qW$J@=j{Ncu5e%^}6k(|?SjHw5tb>SBNlmr-j7LE6E4%-SZbX)_{Py3m{=z-UpHJUD_ z1!J^pgXG-&5ZJlokMJKa`gRFpHp83VI(d9)mr0 z@%LpItnKniTcdkKf0DTewa<_X-ipV2EI!6D3+E-wvA+nAd16B7QP1F(E zys%?D)l6n%qlM&8*w>I|s<|(OML-Kp49f^3zt>Jbers=}%+r+j$eKiyt+b!(VpyPy z?Ynln^O`{eq@Vft4@8E|A7{cPSHCxC+Pg@F+Q0P(%oKNhQlL%}JrL`L4*u}BI>DFv zv?{OaU^I1{hCLe*1N3c|m?qo!6!xnQbo5!O>@?%~07pd=F zOMG$H6p_P#()eQm$~|}LfGX$5@O_csp$2bf-xn; z6zTk;FW4gcf0lRuYk268#->GyY!JsYdm9JBF*evzh@7{f{evdGfh)b$FwqO=!%$@z- z=5}xR>EoVp{kJd*R-l`HfL;z)ZlQ)oKt#e^<%;Zna~#{L=JNIxEqVGELd6z>$=0#3 zrRIT`K@LmWKVh>htw9l)Wk7jqE8LCZKS9ZOp}*#6a*WKN1wV(yMQ0lx!)trbHZ@LP z_BUYr#XXcNmQ7udhf0k;ckgl=7)=`=riTYoZB@-xED@%Y#tzJUKSW{$Q>1KKcHJy< z^5DNV3}7<%|3LLxvvj@~O>ynpHWsbS&vdtA$-bdiTiH^pgAlv@gF^p7A;^*yR-e>x zwodlrHRaDHH+1Ora#dd48>tCdtq2^SurxSoW=aE89y%tsuuVpHczX)ABqOAgQecRm z4nggj9OnH#566OGobe1e-dCVk1+AXU7r_R(gBZ6U%IhaZ7kPon0-F`1Hu@)bWpY%q zl}W?j565-KumW~ku+9uBEda3X!q^)Rk0`2@G^x)C@v;6nZVU>wZr39s+b4= zWx$dGa1F{OKBGOJ)}Q%T8@Umq=UF}!#oK$G9i6fXo>Ypy3lLuP;u*vtZU|^jw+hg2 z7%%y(N}j;D`BQQ&%w4@7_3dzXR=sIXHR)f7t36%f9OV$tH7N6%IM!Ixpe!lxS3i5_ z=>4>wEv7C>2e8krr!zEm;%&GQjeUAlTB9B@>Cn^Rf6g{m(H}Nm{zzv^cJgr=Q?c32 zWlBzETw~ox?X?Dt@Uh;6bOKDT#}hldc126lZ}eEy|C`@;s50HbuQg*eOL6a(zAQ!OWJpSDR4t5)z9_gw9kEQ zEw-_}uUJKBC(U^SzjnY$c1EU@~E>`dcx;kFmL zc~gT0vM9bYS*{6-j?~ym#!ufR=6Ung&-h@+78cj5Ted94jF+d3-%HxgRQQWtd;yR#o+6qXW& zjT;<-nSNO1$M8br>h~_uA+c4dQNuxysLaFk80mX|nhORB3ZmqYzb51Ot^s+!nto!) zy}kGzD=fwc74G`}m?kuea>aokqJ?#z1=Ve@w&rSRtJj>IPxAO3LN2@T4vt70yzb&8 z_73xtXV75zTh~7j4Bm+*CCD^;!L1~q1ZcxTL=rsL)2FT|xcWyaM{oZsHR+wBPNfej z&d)NAuUPwSP+J)DPC^#py(zCcRD$bWU=a8anYve(i3>QAZiT&4iZh6VCRL@s_7)sm z0Z}OASLEyetiKW(u9Hvnv!iM@O}?|5POu_nibC|HU8rp#Mnwd@DL!HJ2+!s}-QFSU za9N{uzd)1hC!+ZsAYVb%E93Z+hduj{MM@0cA$Qdku3@ajAkPp@GnOZE2gtgZqrS zkkpp!b^9cg2PD8_9vaGdnu8PYZ07kfCb#A<@Ax)xL!4x9Xm#p=bH!ZC+ z>=36lgOa1ZZZ%3uhTtJ5J@dPbZHr zLC?%GkcMF%D4+dhCaF&+Iy;+}=%|K{w|n;Oc1pHE!^KW?AbLw|bMpteHs}@R@tBL( zF*jU^S@NG~qC9{Cs}m`5A)CBF@El{~yC7b1Eul zi6E+NZ#*y+VMDVLqB~RCgOreAcFLLZ0@w?W-KVX~)e37FT4UdF`to)f z?YN~*3>&d<3O#v}c*s?-OZBIIRl>SQ>d?>bDMhZ!Zy`NQ_oFL#+`N0 zD{1s$yi)w?SJkE%1{l!#8R1w9Pe zRzBV?K`sat{h_UviAENm=69@rn!E@!?l;fR&R`2)J(#;PYv7H-?TR-hFp$jS^-$7~ zVasRM5>9SaSB7!@tMCv?b@mfDQ;3sKMBSG>UIj|{oRpi8fw5sTJ5;Z|&I|h?)(|Vx zRTlVcJ3-sks#M$OxGw`q0w(?S&2CM`{V&bBqWb>`eca9b{+*b_`pREA{Pdw#FJtgWCpS9;{}`+wl}ym7MNA#N-i!W|uhUkc;iwJd5v;x4@&S zY~fL$W>>6mF>aY7;v?>f>EL}{W=6a0ucsPjCk2>wf91mV-!e!er|x&IsR-0eP5j#@!DoW*_-iN z#!Z1F;fu@Ed$YffbH3{`k}ETJI2b5S4o-!W@m2E08+0&E9V1r6B8mNZ0|FnTOyRQE z_~r`sfIl?4rS*@wCZyKH3g(*T-rZB0dT6<0Qq~3?EcRW?25uD`PXw1xw@mZxd!J)V zsd9}J&Dl?YVs%lphF%$pfuc-Z%JGpQ2fQ`Zs0Xg<9;o8q7Hp5yrIyc^t#$^rkpc#(XG z8~?nep{|ew>j{dyCkWmt&C05%wlifP&sK!pQ zBrd^2S&3~jc914uB`Hz!kYxYlyg8FJj%;N(eawBLH3>Z6w>rnt!qh3;+=O>N1hqna z0YkA$D%R8ceDg}FhctK+nEd*;xUsD+26}6I5?{04Fuv70Y{8sQ-}=1k9M*r4qDO6c z1oaxa==s;dp&BFcKZ{$U9MufXI&|&9w5f?MGYB1~%B7P>Ky8!So(1nhOkzLZ!0(Ef z$#J5t$+mXDxZ&rOz^UIW`^eFt`zJ$=EWq-5`&EKZrE-5-E#_PTs-FMj(_w?Q8}oPi ze9NwV_-D?WTh>+^jL+A}%?tl-o(av3$}%&+Fs{gBSxZ1+WC<081grdltD-F*;?Tiu z-xiLYcKUS`_ZMn8nPN^QQA3{uUh!h*4_0;(_Z0T%z%rqiKZa!u{n-+iKwO+0zN zdby`?-3a%P57Ip)2aUD9q7*DFp~(H{}QgG!F`VU6FxBh4Az)PbN{!bW8ZUc zJ@D@%y$qLsk^^V@Y3%ZeAN0%J*W6jx$IENC^QLR@#Xp@F(>M1*Y+oS?^9M6Iitldy zzw?ET|8cwF@vTA+_eR!+)(ihws5$iQ$b|}?Rz97-j2ACjxAUN?yhHAL4)K?pb_e)R z?3FQg%xYUW_E#kYr0tn_#`V@kH^-M)nYu+x4O3)uluKs8a(Nt)Sae8@U=Q%zo+U* z&uSBKxo!2j0%X1TrS$BvkC{(opZJO{x8|RicUVvyEQW#}Cys1MufA@%D`M7#u8l$# zm6A^uhTg?*u|2CmtMi(D1u2{|>ay^-{kn9`>1?F$xdf9Aaz{UO}+s@yVKHV}6o zhcbPu#o6w>@3aXrOW3pf7eL1n+eHId-&z)qL(DD&%2yi}IPU8NHlG5m0Oa|MEA{l1 zdBZbBH8apR2%`W8@?{}AVFo$>Ck-d_j-wkxBZp0l0=ujdulEB(nc29c*w}3eVSuGwH^&MM%zT(OaAelh-b)g+S;U%mU&p0)28*2C}8%_#P3dIJgK+DLja=R6aY0ALO z5GpRI7*6j)j+*3j$R#w+nrwrR&PhqTcP9`Ws|{8lfGR&^PvS1IE4{^UU*^LV^37%^Wm~f?vdPMNg@&xO{qBV8wSj@N znyR##3c*cTAXsa!3XU?6pF8t*gn_`+Qa<~*DSHXXK>63|K2C4GMgGDvs305L&Nm>| z-6uC-(F?QixaVxtiK?arvqv*TGor=YB_IaBVGz9?u`)@|yXd?3zx|vtwR)5Eh)X=S@4Zhe9J%YHj3Y@Zq>S&ob1HiTX}oMP?ZMjA03WHKXvu6owUYhgweD3XFu6G8o^-fMw#0hZ)q4BY+HNby_*7VpT&-AM7dDfwMQo)nn{6XG zIy^3Tyixg6L>nOVuz8<-xPYVaUOAJlnfuc$8MkpX==73?Y7UVil%oUP%itE*Ib-binKK!&W*3S7wc>~XsR9Zx5TgL!v2yC@eRHsXOHL~ zD|L&aWq0m)ba4W2vC_H_@q*8B&E^Id?1}eSX+9f`YyhFa@1%V`CaxJwC3<2w*Cz3~ zj6XCRHdcAee_d*1$^)Srp@;KpTOb%*lnwU`$D5NA$ciuVWf|GB0I4ML*+=i%Ptg5; zN;IV5vlRuvvYFvTC0da+5xqoH&sI_u2_?T*>s3=GG8Gyp!s}*a;K=gG`=i_`}IxJYvYZ&-hzI@2%& zLvrgtw|n#6_<;|0W0LmN6pYv;YcSj-h(IW2Z_%nMsC8P^tj-X~!w+zMZO17E#0{>^PldHXUYzs{{^V>10yR8~cmJt)aB4VDAnEeaj{ajF!SUg&bC@%( zY_EWB1QG{08t=B#7CfC^Zi}sITrewfm zX#2;qMn=(aBZInTDoyS^`ViIIB6ABWgr@Eg;@u}VM4ZhldLzM4Y+Ukcz7Mi-JiX|?OdI`mRpz{ zxRVGWE27o(TtMS&+F_ttWvUZC1n2YiRT?C z)jLn!he0E7kl~%mS~%%kC8tDKq$Xmg(X~-n+oGna>{FE%=}8s=jAm0QT!{)Vc9=!- zuUQnXPE44)5qfrn>8>ofuET#sXeFv!-8>!Uj|q??FHed6A?lx=8D>MD;@_X_q^}o% z8W)$3Pt>&A>$dulfTAxbG+fjYaMS7g7u$g@KHc~2LQfEu)*oD3ZIf8Tj&?b+Bu&i16tvm=dMdvuDg&H3fRB)Vba9;Fbr^ z35}6Ivg!M{J@?(8#pWDkd%K&n^R)%s&8CD^U9R3=idL%T^gHR*EMk=Nz6ffJ@oC>o zm=((gZjX-SRqL`@GsoRYvyHvhF)YIzy515rM8_$2R#({4(PAWC%?N z6ySwhJqM5J8J=Po6*&bfT1>A*i?l9ShXMrE~rB+89O|<@Y__`7Vo#N}^NqXJ8*T z24R88u4niFy|!CXLeDYOHV>@N>#%&$y%2{~o8mPVN}W{PjVN zoDiO#IBu9tBNo*5)Ew*{1w3RM8&+o(TuhNbZUoy?E~&IR@J%zksMrg=C2xbX^BsD? z@wid9$;AYI2uBl8sZLP4t3@_}^u}HIDV>p<6WaYm!p95caK@WMQ%$3IChDdCiY4Iz znx<)nDo@PHz-dR>1+ssilG(n}8hk;@()#$@W1{q}%Pb$i#N?Fimn7fiF_OR$L8caL7wgx^y5pd*toEqv1Xb#))*rk@jIB^?-JCW^qhjPjLR#;vD4K9Z1xC12>SgwoXTx6!+wX zPGNfqfhQ(tE7h%#;;)nK(}M=~LWu*j0Hf0`NM;ecZqYG6OS^!rtfmFj7VuZq`bT#;TTyp4sa% z*79JjmdKc$tEhy8_X`E_s82PqADtE=G}q@6{5Syt#J^H`&ow?$uxVA(n_xI^{BPOu zB_Vk5_-;Gp`lp=F9gGEca~P5FWu-9e2@L2Wn4I1-@zw2eK z{Q_hqAGHPU+tW&v&bs!&8heWT<}Bt>Cn6KQ2b;J^>U;8UxgYHg5VhKQwELP9qmd4C z&M0!5XUEkFV~2wXlZe-iSNGU9Gn20u37=R~A|#IRSI=gcek$GUJDd-xzS{rpg;-hK zi|cY-i56J|pG)PHkJ6y!aGEghX` z_pNB!*S*Z|2*#h@9+Z{2>rShjIRoYc-|KduBpO}c+&mvt!p?+3hij zqn5HcH3_laoH121i1_OC$3A92!az13E|&2obVH3pI5EoXzrVckZ{@c6hTZf{&_K$r zUe7RG2_3wTQxLX)%AzUv;^gzexTiL|&{*n|@o)PBeeY#qpE$l9rZ(80l;e%p`f}Nr z1IIW^W3Rgwchr!3Sxr1}gaDFieq<+ic;0rn`w6&;tS%fNsW2%}FL0`tF+6S>oTtcb z;DNE=DHgy!WN2(3y+sO?V#-kbGlv)zh2Lnsh>I91qj~T_P0~{HXAwhMNuPPgjgX2f z#>U!dm^MaVVcf)lpKX=&(i&8`4mJx5Y5VGpwV{uDYgYO-FI=)T9aUn^$3%R&y6##= z2-YW?f^`0MfJNh7HwGS8YO?`Z?>$fm+9f>A?HpFExeH(coJH`MPNzqb0Q`t zx_iSftM{w`!cURty}#K^N<&X@=o516Gh?o3VQQ=*O@UM$cYIt9tv+*$b^72t7eKi* zLb$yw-M;78aW6R_sXvCl_ntN zgESkiYg~+994|IT;lS!CpK1RfK4@IKrHzZn;{i}aWf({@sD5h>BZT9o-2u(=usN*b zSo2=nenrlp>m_r^eACC+-k-a?#O=*kgdl>w@{@i8v-+-MUZ4tmx<_n~l+LE_mx)=~ zW^K7yxw(>sF(;2O22-FD*@5k9$Aki@Uh)^y@~+hK6{ttK^&i8x6gmmOG6a!TXx2KDM%W+oxoHA;*=U#o+ zy_R8!a8q3o+%20*?^|s*5&M&qbGo?;$%NypH-ainBy#ZXd9(`kOeDdGHDb2Scik2Y zT;3?4zgb*WRlReXD?L8F+ayxafIW0Ry}Mc`)9I$Ot`+<)a__^xP5>_dp>B+QZXc)m zH)2Bm>L3!-;k>pE_kOGczPsyIKP!aIsuTJ1)@tnXa96CFnC((1)M%Cs1t6g20^OmpU;6gHs44>474H^#YD>^G{kDifn# zRv`yJvq>Gp=tP(frXHqpj5-XCbiVa}3(s+=UIo51)&=TBKyQGQv~#gETtgRf3cV9D zRbDB-Tfq+=*;-BroK3R8z$Tm5Jv#N;RAKe`R!On0+}!}I(KbTGX=rh)EP$Y8s6?N! zY~zq3756X`kxr0>LFA`5`aA@sGw(TnF(QJjq%6pi{s-qPRZm&x&9a5;g~>C1?#qDJ zLK72b-FDD;@FLu=*9H||ac2n}!iJ9H_c(B3fImT$5t`Oyiw(9X)dOzf^LXq%enZ2h zmNN%q0O!m6;61I@ZPA~xSNQFHMzbZGPq__ELo$Wp7BbDx zQ;W0(OqTE9XRo9m_d<+4p2#g0?MtYYXM(S`LymQuBTFu*!l@4_WTJhvbdZ!XL|qMr0R(>U zHJYM59fkKDIZ`xhV!K#X;+64?ajxroYZ22HZaraO%N=})SAD-K*)(=Mv5J&c=udRJ zb4Wx!K4)tgd~iaCVg=)A7i=}I>yt6rRi-F@EZ<7E?(uBpQ-oESe)+_p1?dvpyxqYG zS)QIbJO9`BX~%yF0>dX@?{4F_HSX;QO}$RgCGVTMS{s$3hgc8J{^`A?5?>>~+m-s) zF*GrZT>Ts}VQb_^Qx#>ELXGjk1x-CswRtxE4QFGihor{qs*Za^KEbXr{-r}a>u(a9 zU9`6Ql18H*;R#Dkr=iM?=119hL1kS$F=aw5v*MmO*Pf z*MFkUUhKWF_8q?-_%e02lRm@&+{OZMVq-sSks#vlm#|=Fo>Cov1x@z&x0*$Xz*@Ju zHa-M-CyI?CZ=#oXq3!8;Ggs`fJb{Z_>9>I-vS-5A3($_4&Zy&brUBiDD2MUL?D2){ z+BbRi-rmC zAVw4WWs(P(@mB6`_q@35oRy6EOp65G#=YirE8UD6l+_qFQu!y|#e(XB4`{BqpH&Pp zWK-cB@IxsmSWK3C^B!D59GBlJjoE+Z?yLiJQ?w<<3i7r|KkwyQ26<-<&xAszNU|{` z;}#rQG;ez-M!NzVs&Mjs#E6WJ>_F}p*q4!^*nk#npvA(=GwEcMN@%E5+(-fpn(iX< zC{Y)s(Vciyu%H|M%JCfAt3lgKo7z}cr#99v?X~G4Yd&PKNDDEwePy8iegoB8lS*xX zCi!(m%Xz{|#_#ccF7c(~<&B(N&?w!V%;WprH}Kg~NF(#R?Bst@1wyHsjsX&^%;(m- z&GK)&(IbX*GNVt6go8X!Te5%UFBuYS^`rpz*9&vaMH*aYjfS#bq&9uYQfw2-EyD`s8St?Wofl_KfJv@3A?^ z@Eq%+Bo+uhHq0Da`4%r6sj`w6a)@r<{d$<-LIjgZOE6|sl&-q)y+^-fe z2&fch$Of^9@ZQHUW5MQLr%WGtwb>W@cjST~CVOLpK!C&VL@gGaQlIHp>%3bK4y5Rv z*9Rbp?+_LHhSQdCO>qd6aJUj!HsWA@97T=XwXGa;P zJ(_x;$n|GjEEbb8g*rpmf`gUUay;3L#0t zuCibY(~SJ0;Zf>ITqhh)Sg@?sZ28M-j|aQg{+*i`S6#am)KAoOOE=UE@zG+f2wZs+%-6gX3yB)p~| zMoH;S!qG5tVqZgU?`iv9_3&J)*-avV%d?IU@91%qQb4?_P~I|(qx=Qzz1t0%t{~a4f*~T%or_d~A7eF9h$p zKH+3O{9RL{`}s3DP`%Kl&%V2`n4(er8Lc$@d%6lUpOhMcfj*OoM0aokJp#HZP2u|5 z{~pl`-%NXn8y%6VP#h>fM;7rlt}%E8oR#MJ(4_^GR@S#LXJ#$zkIF@nTCn}E!nEtw;M}6g# zM{QvGEoX|K!##x=rMr$bPHY^jsx}lF!UL%k6G>skrPOiwuU6D#rnK}5sK=rUXP^4j zQm_28-d+H$A+b>lBA4-$VZmu7)0E!L-vP-_jAMSBo zANRv;uqoTxpsO%n@grA8o_q+%%qLd$3iF;CB9W-g=15q;FmS#@z$zrfWaz9=LMQ3X zpVAnL+Kh6@g}f3}<7`MX}^fRg0Uu z*4J@9QkYnK_3aC4J?8?d%=bL$$Gw0L;7yTsfbRq8NvT9(x= zb+7>NSb(*$8Y_lq-4Ul_I;8#RQ59}FLMGmDwCqpX;QV(nacM3R2K;Lg6Y%9WP9`!8 z$2}0#R#s=+-*Gnl*XJ*(+fzPMe+o@(5B2X&Z5pfGVqeiz91VzWg?YEt0&w<3FK$TH zMnlQo`zMsB$&B3*2(E0v+hyp_h<&v*vN5UEcO6=y=43T)mXVPEW&sk`QyUb0$Pb+r z=0Cx%nOEqo$E z)u{YPh5$~f;iE?E+_uJ*7D>IgcO4U7`1VpR#X1&H0yp34Sj7 zSMAT17tdqzTkte#AlzhTgD1sddTNSyVeKq!s54)_$QxF5Cj=r^e^=@rJ6NsKAR?j$1LBq~@Q@+AN=_ zsHk_-m(6w?w7H#PS%T4El!$k3+f9*$X$X#gdb*WK_`@cLc;;_y8d$uaBv_mU%9PcwgiPW7D&|{7p`e-AX8` zv&;-5NzVe<^n zkH&)U`6#ov&jS48yh3hj?#|RA1+2f<+P$)RP|s1u%y#V^;l>K8AhyuxuL54zmWJLJ zbi|g};XqT#1lNhWoo%5+74%ciugOV#6Vp1hHfzS+0Qj{d{HEw~Nd2}kDWt*0GGJIU z1NL4xSi61I$wrON$V06y_I26{aG!tU^?Tu1Lue37y8=>=OG5V8`>e6*Nyhmy=cC16 zySDT#$+6&+_}i5qi7QBrG)?jJ?$g94Z5uCIz8F+hd7zBZ>o0vL)Sberk%7a+Psb}w zOuSFrfj4^?z3%8D5nnbZfOtOkuEh}UV;?UzkgpwH8jT-o{2&XWK8-ily{-w}@>b$P z{c2V?yJov$c3wlcH8NH}zp_G^LrXxx+^XJY8uAo!w%RDuWM=1fL4CIU4ST$-{$6|g)4vX@ zme@zY1wd7H2&CWndrfW&LmNdB%!?nNdxNwu*&4xDXS68H7`i)c$Hdnd-YC$rV3GK2 z^zs24wk<3m=RJ!@?Q^n>egX|7c3P`vCeEdp&j><;VNt$vTk#0p<+08$SU17_M#3ad zq(02Y(x-D)mIu1TSz~#@mJe}N(05>qw7$1xDSpzn9_)4K<8HMEnEyk8=e3l1=iE6- zdyVX&RjGt{bp7@;1dOBo>BVueqD8=33{w+@Qg?W7OIsLJ+LtM`{q7mHX_(p6rekuT z4|=et$6`G0n~)Nvgu9^I83T-QlY*>F^3&xaPigp)k<|3PJId$faM;E|LG{%FNy|1DBY*umIn4L+!YY>WMqdQ~x#{A~O0LR;sSy9^6v#>Q{(%I2KNS+u*% zH7u$OVatP+k#0L*5-VLx5oY}HZp}!KBozeRy-1Tvz z+}mw#ae0s$II_Sz?(@j-Fdb+?P(^@+XNG#=fzrP0%2wOKA>0f(cH5XP;ZF7pg6b=oy z_yH>|B;-N#yVHsC&~PR&<5ji8hy^yW&11wJ?!iDbKb*W$*5box*?T%6ClnB!}z`^`&dk4~~102)-0wxA&^sHu3viffaBDU=G4z*giCWzjS^h}ZC$AqZSl?V&tX5y%pqBQRs$9isMICYxPqK4CEB~CGv@$DG`G^e1 zqk!xN3`x)31oc>|o%F(Om!QMMhx2*bHAodmH`ssNwjT zQ+vd*@v+yAnSOb$(HI<5RA8Z1X5JL>>6x*+Y%32B1`@8Ok20_+GPcp36FG*7FP5o)b86SMdemyfSFFv?}HL%rvZP2#1#Od0h6DZ0I;ADfuMnGZ!TWcqJa`Ou-@R4D!#>uW>Lcsi*tg~f5GHOdZ@n;DGXoN7(Ijm=S?m0t z>2C#K2oask6EThDF#mr5f!bk9OhBqKBF6|uF6Qx@sdb6pIfr6Zk|a*ZU(VGUy5KkH@QL2@*@dL~#T4J*;+3!L0l ztChSP^!9e^wmtgMCcvKMzJi1=@04|bIxUt*A7z)6b6hH%4%y9SbJA2X4Ee zP4Z9R+jjlYxa4#ly`8nyGYwrLC<+&?T|*B&^!Y#gI(hBA-}ihRJ`QWvy6<1YU_tP|uel{%e{n-I z^0=1t+^5*EsK|S&iR%q*t$)$02M59BZKUCWS5h`fNwy_A9cuUidmfhp(vNI7>Wc%Y zhb&xCW6Ly7Y84Y5!7&May6htrnkuS>Rkz0D<}c*Rqkm2b_E=rQ8aqTo z;NmYW490>#&W{E9d9KIA^`C@w)}-GnE-y*Dn%rknbk8{CGKovM7SlW0 z6vTzW-(#-I0TkjYD(T%~ffD6gqmSzsBd>?vL;|MpPO&b&_3O5mQcsn;J5DeCr=gum z{|?uu$9D8XsD9av47|Z);1hQ^bSE8|-pTvb9Ba!H2#8af+!I6t$QsaEwN6zOrZY5< zYw5+S1n3{BPrV5P@U61u0{<*Mk7bYU5g#iGJfpE+gyUXhi`30hBmIb*9`y^t)7rv3 zq&|N>F1Km7|Jfe%0A@&@KN_3dFId0a@(6?DsX4NpQL4NlqR8tVLd z0K(d!WQ0?#a03+xemh?o;8@}0o?#K;9bL_bU$V@YF(vBmPoQ-C4Np5=V+2=Qswk#ZY+twT>=eGg_`_j~F>=YO-DM(2` z4}qFHn5ScpzPUWG@#lNE>YzvN^wLA-#ts*oIyw{hdw(KKu)=j#?mlMAi%K34*YV36 zCXDEKqW{y~=I*rAjPAvoMyTkD8zo4Y!5d0CGX&9X-0w>!;4m!fBg2 zedTTOc;OVuNcL#!W{|1x^=Gog$E<)Jsgp)9#HF9Tc~n4 zR)q4lC{tu`NIIABOmk+;7?9pJVE`YQ}qUb^o|*E!<@uNP{s5 zBd?>}F5er%T&RXG5HTiS@@C==hA5hJ|E<}2%P_Ty1^J}W%V+HWo6eLoSns&fvQs&h zCWJckbmhP!TcO4iy?7dcQ#Y8(c(`074?$kLXl~Y;5e_#b?G1DK>mEQ1q7i>l)CZsz z3!w^uqgqk5v}8Z7#naDLJGr;R5wH08c^3C;>EpK8*fOGq%^DR_c+V zlI(CghH#T{zh?AMskRCIh2%&A^3z$;-rwDkc*kjUo*y^hLB)hGY8# zzgmw|{cHb%ew`*yn0c%})-59SNWng1m*n0=7|0|L&CB1hqG{mUA(`rb)22#d;`_Y~ z+6JW7V*H)@rLxQ{~(tRX4%Gx!S ztL~YEO5aWzXCovXmk6+&b#+oK8`;}4WrE7SMX8Shcz8dw-Na&}MR0ZF*kwQmS~%Lb6T^=HxEYeqx7FJtpqnDzKwC zhj?Zg?N#<}5nla}#t{~6-Va8AthZhw#Bz!$0FB|Ju;iPs?qBB+5YCJ_g4^ihuY|PB z{28!dvwhd6Hv6`D8&O|ltQ7Pkr&5SqF}K~m-mmsYst-0{`9Yq#z+lXOkJh{?jJEo!PSyWVFX#smhEYGg>Tdo?L`RUAm{1-JuTkvz@$pHMH>s9G;7 zfY7fC2p&4P>)q!A^M1qqryrGQyzrVjRLy)2IjVzTSmt2Q|M;V7$v7|r{^Rsk;;Q~` z41(Z3E07u7X|YnYjonw=+_`ug)Cgg|s{@;8He8Op5anQsAkIxEOv6vPh+Mv>y*QlR zPBh^)uxz7P4t#88R$%9GZcA*nQ%Fg9zCU)%&7Kwa)7n552Gn}vNc(z4ZjvtWzQ^I} zFJ2w=nj*x7#m5w?K#zy;LVoq@D1e*Rr?)QRq5$Lcr!OgMH|orvQv32KQdoXtMF?%_ zDRZ!kynOqLM4!=!$1KF-L;3DS+?!|;;F%x-LH^p%i2Nv$=_i;`Kc1P`;a>S2?^D~R zUEK6h+`n{$IxwO8eoX^X)$Nj3QzboinM90XumbZn&ge(_C9bmm$A1cCy~dw?Q18fx79XJ2{>SJEM7RG7yMX1OoYZD_Z` z&8+?mLLMvz&2zRjOzJp`Y{8#F5E>v=?UMWNgwyR65)@J=IbUqSgajY-5C|RAMl(YMA5?*D`O;b_v#dNP%Ja`xqmT!wU|C#36#J6#_2f z!4d>5dwo91sh=)PeEk;2{I|L7R>G;5DSPd6a*nov4x9a&{-u5}S`*iro`Nw(<4JGD{Iv7c@2q7zpc)#<@NyB(2&$ppd$7GhN7?oU z)HHiur}2R)PUe~*mJ7lPCa$+@zUMF3k3c{9iI}ISV@hj=ACWVWluG`fYia0s2Sl@} zU=;sDAL)-Y2d+01Pl z8H_Q>2z^OCN}G>&HDf#6AV~KN|6di?#<6wc*ttVcBPo_>(Rp9uw-RJhg4IS9pc%x` z4^V$w2g8p-cVZ$4k*MlbBn(4gi|IUyo_NvUp}l{4Pij6g|o3 z5;p4Uy(RIz=X=Q4h5n=Tn8S-#H}PGw2vklq2KwQo%tR)p4zPL?kC8K8i%BFr$8*^nzOR&>83<3J}~$smEA(XU*MQPG~;sFv8aJk$m)Izx$; zr>CE8wYLm_Hj$F7?e%P6qDou+X}JhuGHYSxk+sg#jN_)KhnR1F8x8S&KvLblFR5BR zqlCcmQja^_i5mS4q8z&mHIs^lI#LxQ=@UFTr-2R@3bdZyg#e=*1E~9a`nbnADfx;0 zy}xy0u9I6B%d(FBmce_ImLaPzDP)9If7 z*TO)iH{MhUKzb+uLX7S#jjZoQL2*YTbrOxUPrb6yKM7tyHim1Dg_fnT`KH0aO0xb0 zyGW_cgYU6o-!@2gqRBJ@aHdM`X_f-+jOwHd4ySIM0JiR%RwCBE!9Q>lRdRilkM;;P zYdLxl<65Q@Sq4CTZ?V3eFLa>)N3(}ym|);zNeMW*i|fF*Rj^R)5|;1}ubKv^i+J$r zEfDCf<1kN6#f09^1SeEr^Oq&9w$H>dC1=H;d4z1qV-M*&;BNah3%KvHc<;)wL@4H- z$b0iB*&8&v0+)>(_}bXed;7zm9px{E0WR;ms)FEbQ+f*O#DRUEd02{^pK_1Hv{FP( zjzIHbLFWJmbcVG$RnT|1U(;cHF1c9$W2ZH`k{1SI|qikYv9D2zg z^zDR8x9-@jlVcyy?Y%X|Puk9C-=A^u5%Ao{^IpFr&7E_JH4a(+{Rl8;e;pmtMo0mk z)jvayxY?%JN8P@c?-I-;yexb5*_)Fc6u|iYu>5%_8`PZq`h_BrJZfjg8Z5V15Hqt{ z-01&&j5e@N1qApwT;tVg$LSZ}3-x@|+?euRJvvfAw=J_g6I+sKQlw82_2VhiSHwDn z7|Me~WVp3ULU+^jcethiuRm--??lvKLRbzubim3FYjpr$=N-g6cry>}9wN}XKwd{v z>DaJjyXAJg#T&9Qd>o;I(A;r%lP~lckx3$&m(}=X{O6Rx~ z=UsqlilszSVr7&r!U zu#n1c_Pfyq@ z0)5Q_%En0wkHuIR#QY%mU)H@}KCN=MP6vWGIeT?t4i~G6hVbJS)mv0Z!uawdJI-;i zkdD`ZEwXDPym5RxPoFMhx6E7IRMHIh|I5sPg%g5>+7T#U%Du-RsC-wI5qnMqsmgP} z)iI<mVJr5Cqi1Sm;)pQ0+^*KdwDkasnZ4(OWqXCLWUweh+sstb8(5OZs)~ zq8q1Z0eupN`pzU}tKp{7^_T7h*Q@tk zZm&LIy|m`^(XY{gO@GvGUoD+~jGQb7nztL{JvH9M21_L3igTDzQzo@%-&bRl<;wsX zX!BkodBiMbT{{S25LPjE)bjAzArOTT&>P1{z$j_qQ;@o@2C$)R+_2KxGitHYap=mt z5yG34gjfh9^BNyRo=y3q1iFXCbK+MXpZvT3Zgz7(wE%p#@;-F*_c%N=L)^&DOE?0TLwo4$lUHr|Uyf8KboJ24@m zcm*a(%!bjl^lM%W{l*TG`qQr7qlu_luaH*KYV@Eu1Fl>LTfO+m2mE5$MoK#A6Y%UG z5oy>bVz7>S=PL*0IC<-e->%?Z5}?6`i8n4p*J9$9^mkDlZQSg?EC+<|jf#SwN(7O6 zzi;Km7z!}ImeYNrOyC#mHT88k8D%X<_Bq_#EYEazLkeqgu-q;M$kS=T|32>bsg7Ui z86i>?@M7QQ^@BKhNo?uMP{fc#3X0X^r&OyIj$R()SBV)bSUKV2I&yx$LQ50%R6rD8 zIFT`LuNf|`zXco?K5?f?Xz`MHiKEiyBV~mtxCnCPiaio!AuC?{H#>b@EJhvgSwUG> zcJrCkKFDXHQaBwaz-~A@QVW;l+TZ!?a1@(!Ga+OczJQ6Fz~r?Xb541iwGc@n005wM zQG5Xp8&8+RTW&}@%Q}0zXcoH_L5@Mjxbg?C?p2bKzGLHBWctGq3hp#V(nimyow{c2 zjas=;s?^!|-xhxGfp1xnz;HhL=`&e~GbfqWb5AB}CRtNu5a{fxR&LsfOfve{IFzaH z4&Y^Fnr5dzw~fZ|H{))<`3rb4{LcRb2i!HiYP0j`^}&a* zE9RMKEQ45nNHqCF7PITdZi(?km>&jP+xt2&vR~NAwc6Xny~YqB-|*W7$zJ@LhbHfh z7SsFRG?7MoOt26c)c7VM<_b?Muv)dDFd#tO{RS|W&@;9IpbKd?L+l8%gnpxlCIf$1 zg3Nt~Glc;o5Yo{ghy;X3r7cJ9OEe<>WJE)ItBH;xZtvesSAdmhDiC_F!FHD=<`cV7`@1umaj z{=DO6Pbx^%R#=X~gDAm{!ehuN8Sy6vch_ha6#kbM;4T6#GUOy(jiztPQ@8F;oKS@` z_UeqNILn-JnD-(zYI|xuFAE&)T^1TWcKTLNd-J0HbC2<|VE>kag*`(+Ee6H0RHZ7j zx6OiDcEU&F|E5glf0Fq1NtE>txknuP0fraz)+=k9sw6klfk*?-TC_Jqx{ag{Ft|Liy&RgRJUk8{lQrBdAvupfjTO93A_)!)d-5cV?#q$S zl91O{^2U%lstY;fRCURjdNP#SXPEJj;TBynOkGrN`&ola|HK~aOW<-n_TmUO(JmcZ z=JPe$KxIbw;Tczu6HDVt4@pH_7f&1g@v!tm7P^0B=QhS!Tr5%eYYN=Y?NAa3&^;PH zI@EB5efzyaMyZ57vw+8}XO5;|q0E5-Dl#bk6+8RZiS;r2pUVB>Jq<9klM`aO6%&;| zRHm?O^_(}?SOF7yp~Cy2;_*!7jhOe^;50)7-^{$h(t$yuQt#M?ZQar0rFx_<@m{${ ziSZpb;Gl|?2RD`pdhv&VnfmR0EGq`^KFtoF3l8!$rW!U)9Qeg~IJF}GYVjBa%W=qW zW@Jd28&>OPU0%P3^7CvK&wx&zYPGFWgL%u{_P>}|&oPTT3#WqQLtM7U9 ztrNOZjRWc1d4s0i!^eJ0L_`{9OI*&KQkL6MV;9uYfj%HIxioHL(JUOOxjb2xiK8y? zH;XMDUwOR#iAA!@-)lTe+GE2g$K@{@&h<7Q^HLSg8%f9tK^^ic+mxcc6-q3G~@DPZfT#dWemtUa=$cw2Dk{d z>iRu|iJ2D&A3a)M4dthz(G;N{GLS?`$K3tKwmvPH(!%eFXC(Oi`WU%bDe64CYgJJN zw4etcDeX2?=f#BLUUWpQSfEVDNy_Q>_rqAmj{Ad{0h@*we>+JCTqZbRg;_^tbg0`~ z_@Ql%7>@_`X#^T<3{=0a>;;!ow^r+T*^HLciIk+YxBjmhkoD64$g`w$Dk5@y5J~}o`ao0O&!y%i^*U! z{@Z5S7u8R1E-|__PG4D)KUI&nnevM@$zT|Ld=y*p2Z$Kyb;4?lJLRJT6%EQQPfTF> zx7p;V|HUi~wR;(Fv*WwP*vs&eu&5RX;sbM%4`9uZalsjWdLNYB@@uoL>}|n2qk7Lx z9K-fV;=hukowUsAnS@Jh9Ze;BTK(Mr?o5XKb0#5I=@0FH84XZ^JmI@@mdT#UvrR6- zjh^-6llVh@R<6CEQLkYJT#1>*%g)M=wcFqEk*Z?$n)?!Mj%RyMUBef>9^9X`rB}(8 z&JQ$Mm)3sZLUpH4>Zv3M2eo;9fd$L;-Cb&gmh4xRAE2K122yC?DTwv-5qn|YaOpk% z9p%Y+`A$xa#=8mcSt)K(jL9vcHghGIM8K8h^@yGGtxzPt*R}7Bw_-y4IV3{kfqj&~f2V9BW%>eBG_rve)33@vH!q2T2|e*|cx>WkH3 z`NGtqAv#XY7ZMwpijjizwXrbI#hv*g9hInP64P`q>}&1#pBRk4z2rH~_kX!t1x`p& zY6biBL)&o);iB05=ZkRntcPu-6117C^yk4p*OS?@>{xFLJ`Eq{Bl{x`8l$YyAsi^m z94M2!3lXFM6Gex*x>~(1S`SrlvA+WcTv2S8sWf2Ux~>#^T#sG%?Zm(~_9t^-p^nRP z`{|4_6|z`ZS7~!jjmd?Rugn0pvh)$c>g`8n3N=Ur5reDut2Ss$p1~PL$WT4q@k)fi z2Mu59%H|j1_l)U^bv$y3oE|14ZG3YoRMIbBj&@^-{;Ep$br(edfeN%}RBh19n{SG# zp~HEn&>X8%cRT{(6$2r0zlKPi5Amm`8V`OlAo_g&gV8&Zs1BR`Vx6)IUCW&p$$~R# z%;dRh8p}W>w(;FMop;3b9QKCqAP>t-9!npYQw{@jXL(ri?H!#9(;gHYP3M%r>F+O0+5} zP3OP9H~;so`Zkxco;TM?aA}|Ebl>a)$Hi{I_9bxk|uDUP`7?GJ~A$`%^y`F-o!MQ(43^t{aHa9vqdS64Q*ETKmi4B{9D<>S+%d{C?a z*ji(irt8mQ=J)#gK&+eu+LZk=@ho1FYDNZH>&A)Y2$TW77SludoecX>W^;Vf*X)$! zPoGR@F#pBuqXkiAshEGPr%ZS(A)&XX77yBpL!m=CnZ|VEz&p2k@16IlxlS=w=edx` zLdmN)5%BGk;m!w{nC&y#*)>a%y*hZ+>+++_t16gZ6ubrU4!6) zf?r39t^Ew4`z<2NJM;P4%&+ixvr$gM`agY~jIe)>U*-n3;!*R1Ux@ypQXgk!%_<_u zkoF^CYQA}=)jvMqKA3sBfhi}w7>?Hk2RBEc3oY#xyIn`8STmgiT_Zw=sVoJf2mRZh z#>+Tj8H7{fxYsvmfpQ{7+{URr6F%_a#U${}o#@pE>g@|F=<91}e8(7R3AFxc4Ch9g& z7dsA(pWJvIDv-U_vd>gR7hy$0z4~QA@@!6Vry(M6l3pZ=%iQ8-c zk_$0CKB;l$dO9s2W6ju#UB7U3>o!;E+Hil@s90m0WO`l(ah6}+-g_1PeuGtq-)4l` ziDaGFCR&d~BRb?wp56HOHf>>wjhR~1Q*$UV!(p@$-B;?EH@l@Fer^(!@%`V-2fTBNAAo)5phYUkH?{dtd*{weC3DM8tb;rpck4LzX zBdrhEO{8~@Z@%k>`SPY0*zut*m#-cN=-tKq@)#LNEQ}9M_7bt~FV(N143PC!i1AL& z+|;kGYS94G9uG+R0(b93Cn56e)Qy#mEmmolPht9DXTY9Oytd7Z_?n;ywtv032-m5J z2TPj}Cq#$1jN?XK=xuvRO9^4+t#|4f3QFko?ew?*mf^b+YV-{^|1P0NjuPrcD4~&x z;T1Fdawsnufoh8|uz%kZd$kQ!nJA@^#e5c$#_(t3nghXo1L0V)WC3#ONKkKRRFD6b z`ifd_M-rd$0)rxWo#wW?VBIV~M-{4FG8SY~%@Bz-&~s=Q?YXrA4LG7&BM$s921@6h z)_k7B4z#1d73Zx+TCC~QL;L+8J`2^@Q{%_^e?F1y0hN`A$)3n^G0-Vb#^4bDvBi$4 z`IDC%PdXdMn8@5tz88~2i8P6~-h$Qt)tvbsrxDGSrTMw8Oma-?m$YRkUE(92EFJyd z!iQgZbKS85E*)onD1ktLz$7h>c9v9uy<;`zN>$)wWUbZ}`*zF9O8!2T;o#Mu7t?^2 zLm?(PZuO2Iu4w(mVbAf?3RL6kK1GrHO|RH$Ohs?v)7Uop^TTo~^8%Q#Y9d7VJ?Safijz5Pg*LaD+$Eo&2I$;#9!oi<}%r(pQTZOu#24a&DOEcf8}vPV8~ z{t(O`fVE9PI9q;3-rI9@e%y=E70vi{WP-3Ra60zg%I5m7d8OVFsQdN(%}1I8|FrDf zM;E)xpeVmW2j8{hGyzi<&-gSi4Q7c9^y~n5lmt~j=5-Gc09NN%sux?!JpxTp>D@JA zrCiShj%B&F$z^*ea-^R>?NJZraQB7R1a`D<;ipTdo0Xct*1?>N)aRwPmi621v^2f@ z{cC=*HyBM2*kc2;tQv3Y(O!dZ^Ex5mi#J9s-6Q2LkQ6BgqCKc|^dejpTDoo2o;E*C zcbiwNGkx5@#E!%mP z^LR*zDBn=st(h(5B+j_FS0ZK4T3Jrp%&2yfH?Q|&rZiRiG}kQUs*mW9 z`uDA>l59|@sQ&bBz7C9)SBf#mqTv*DHrCR%LI7sY|^a^}7aTQClIzT^MY`-+; zm)<{k8kCP_of7}{efH7E=3lKA2b?m>pwQ>|x5l0HZ4xvGYDR6>&p9O@0sWms)+6T) z=OgcOixM@gK~7~32`3fyUhcB>LrPeXBd0eki*V?Fv-vgyD0kPB3 zj39CF7Ap$4zH4(qA=&+%<=m#}GHa|d;FG^OfqKFz@}&4&{>3j3$W9+`wQylWFEwJa z8FW;sRui2&Vq}0r8p>ycOD}d{5s0~o4tYLTZJM8^-^)S#SFOk?M~CICY@GSFh4*VY z-$9E0&kiog^zR7y1Hx}GO>_-gZ*qjfxbeIBL2|KnH}z&r=b;(RpVr1 z)S|<}e*XXkSm~Xg*=EAmP7NDTjx+)?ogBwTJ)jc{1nmPb9&D=SUrm zQ_Aq&ipPxKZIq|;U5;Hura4oZDV7H>Sm^3YeNfoe(<|D;Q@w=EM~NNs2Nj9oHZN>) zFB!;#(~1mkuHSNWdn=~8qYj(0O~>%Dn7#z-~8=bLEUn0S89o`jfwtNG_#) zsSV;K+o*Ys`xo*nr>6zaCPAK-&BFI;k{;MJhcgX~M6{y`r4Oi4HQkeOeheCeb4+K*PM01Ar|!DM@=u)y$oA-p z@%p~chNa{(kAtRlvL*)5%ls{~lYF;fEE&m6Ch}6pxSvoXnoYIpBaCsrJ1im&Dj_br zQk-JE4Up%?X>hz+oF`#zlv182jlTj#?_(iPx7H&Qd&Ip>ylkeLYX^^8v_p3Dt_wQV>TG?8WEFYMWUsAV&)w%yUaVv_9zGx$y+WJ1`j9 zVQ8e2ty|`mpfU2()JQjo<-BpSaUcZjnV2B~Y3PJ5I5-op^JCt&O+RsWKI`?R1fsARs2h6oFFRJKo1;L&r<#^Yw7>(b)Q&p7 zJE+gvR|JPBIkns+wX1KE-B!AVuN4%qC9z0JrO1P$okT$gGoEN${DwUj4N@6!54(?{ z$))r&!OgDAykA0sO-z%<864^{TkI|)Q*v~xn)0?<;~vlWp#-EZ=D3}&b}6;|GPNbB z=q9SVB9_J6NJ8enfm9D1R+Dn*EQ({lBKoWZ^jh)IyUW`Z;aQ6z&jU{ zN+58eEVZm#XKOdqI50w~CQ;(J3u}B`;KAiAdaTg7F@a+rFuTfi2Lml(C`oXQjrX zl$;uLKM!yve$!4o$@$y{T{6hwPw=ohw3t%jS>c!0UG*+V3!5voUG04J67s3WeQ@mZ ze0MEVPYx%t!=K3oGQNeIBK3(3w57wRwJhMJER5(k`_7Lp4=#*DgP-Yt0b>a!nX_DC zz-XMicha-s8%-u!&s&9GF-NCw^~MDqQOZy;MkPxR+$OR8te6(#COvUwc!={}vv!Ph z!DRXM=Hnk;ai`s8SCP{azR(X7OnQ8wJmkTsz9vGv8kg@2B`SkGhW|R4h?R@u%P=gXabOgg&v|ebv zLJrruSP;{H(9JaVKLUvqD`HRAMGU*?Tc`R5(*%RNzm_cqzCwIz@!8JLdOnxh3j$kf zfJ1;nE8-{;?CdW&u2&$C-x(IeYz3hy4C;*X)%AslLiuswhbRc$(%YliU#yPvDT=8{ z9#qDG>uxy4{kvxlekxivixF)_=X`UK@FJng)pQ@(=<(@1m^89q!^I`5ztgZu`=fhv zO*s^4l-E-Yb80;owa6airADYq_bB3eVFrd>*A5wP=QyPVik}sOXco9qac4GN6@De% zay(|~-5Cg!!KSsYRErZ6XoGs(_~x%?7Z$|mbm(M5%xxJ(+zuo~O?#vhM@J9iO!gmn z-td`jH*Z}it@N8`ma=C#EW#@jbz&er5WC4*>{wda?{Rjgg@7y9Q_cU&BD~SYhKVrl z(0Gfg@RhYMKM;Vkql$zUC`COdV-G7DVhSH#*S!wNBxiZS`lusc!5apP!siTnX3B+| zh6g#8{}F>HjBhX0`x7lH2}#G0M)%HfWSS7RoggC_e$GAq@>=z0pPwD?+q58&1_R6L zD)$>9wAh@q08NrJD3{KH7ZbU6_u_(@S>93YxnkUBI_KB{Z3BR4);pk&&yV;O6xVa->TPo$+n> z^2Hz!-rB6a`CWU4i&FjR&!`Ac%s-$XoWb4p7 z&ElBwUPQ2TV7-eLgAjC?}>ZNz}-N>zIu0X0Hyy-~uh#gXupM%@nW<_z0V( zvmv`2u~VBvZ>)=gg3!DX6#xs{#<;_+;~1CR zrg~|{&x783DU*WRjnZpt4E7i@!2zWI9Dibt@J}A$@mayT*CuEB=G^4Gei}dRn_aX# z#m2>!cdgOI5rjpjtn_c7CKswE68dvtv0he=U~)>e2c5Ad$G&jbAK}1TZHyc9mELR$xP$+&7+zWVTNyzfU{H z_~|%8y{>kBKjWVnJS#`X60?6xp(Sivd2hqJmYP@K(uCE4U!KL!V-~N!D{VzSj5xc) zlzpUspVXCn5N`v|Qo@#G=LoR-F;JUgpE6(aXCt#Sw+ju2KJ@ey*wd4B+9H|LE3yG4~r3(LMQ9@4Ztkj0W zJF^35fB|2yx1a&CLjzq|DoEe*6SKGA`=~`x=C<3ly0Wv5o6WB~KviQo0$|?7G`OiQ zD*{L6T}m78U%$o|u$-fr2}IG@cP$x7q@uS%k(~aHoL+x+pmvkL@!f5v3AERI2^|dE zYTtaPx*WLi=Q!Ks1B-ci;XoG2I+8saqu&PfextO{JVXc;q`aQp0Yt;J`y6<&ZDMR} zSjxn<4sQE9J(q67tqEe=4XVF*01DFme$j23#+|VVgbmqIzMcj@V5REKz92IWw70me zy#MiS#cN?EfQ-&|NutGek_zQB$?1^YPXL*(bHLdVeLoY>gaNs0zSXOC%SpI`Jl|{h zk^HdtTu!jld|TJ(CUYjPO->dumMasZ*cuO6AAVT36!(^ULN8v?oKc|ITPt9T;kBNn z{B+|Rv!E4|X|YEgtov9s2)fXUXT|tZS~W;DP}ZC?Hi#;PL4N$=ptZ9{9TYc0J)PSS z7Tz>Hb*y>_zAwQ2E$AXB;BO}DFW0$XZFoNS3;3V5u^vTkR&+lqc_i{e~Pv1 z7h}1oS1vtS@FlVg3qtmSLaSV-oK{&WBp~hB<5T~^@5Z`b|EIgZogeabe0oe)&3qyU zhPW)K7`K*Nto1-Hun0JyH%=ixE??RC4DI51)5d5kJrO!V@wm-ij}2g_9ljm!zMBUDKo zro{Z2G#H1?%9lqUM?+4etu@2!bVeNF0x>N!*A&=RWX+GB@7YeA{2xpy$V}4Ye`x{! z%WE~5Ah*o{8=|>o(VofwFn-aNg#Hg|)X|4onNU~l)`8*DGP3Ej+@iJ8HmX%_)oJA* zuhVwaeY(whigf9W^VQc3jqor*MWG|dhv`>R(CS1};L;pP)GWST#FiTAQXy;xo*B*ln3_L zHcN2AX5{jv=_FNu&6FO8z9v7BA~bDrJ{v`K*GD83g_vcVX4i+P_M4{ z%~gnVN)7OoX^d>b>jbfSNdMYdLHlrq%p)LIem#w8!tAZqwAcXJQ+cqU2EMUgmvG$2 zy~|A&@lsPtJUo1hGNYZsnqatgCj1O-g4v?aN_z8ljyXEJ;O^SPWLlW%SWR$@%`A;! zgy%v(WSK1t&QMOZk&U~IkgJc62kQWx1XJp{Udy#T<}v1Zk;EcJ{Nv#wUk=v^2Ow&_ zgO8-u*SXCA!K{bKJJORsPp#H{5LT_O9TR#z*7vSci7ST+nk|Is?_>TGh5rA%=+Cen zKVds^Bbr=qtWcL?4^@G3Z!lXu_dapAuNt+=oAMovc~rJ1531fl#z(_%2G=&7IRQYO z^B>OqCdf^5_TuBk&OGIunKd%7)esNb=VLC~HrB@9;53}^CumQ*EHfuZE=9yt+)(+| zO@9_MMv~%c*TJL4I3w9Q{g?rmWSwdaJ@P6rRmgy(GrRFpv8E@xVax zct!~;D@yyNA)~p@a>3A<<=(7Cl@%y4C>BU%I5F!zVixMqV;(ID29FN*!=Ws7G@Q#4 z3A#3eQ`1msu4znK;l(TktZL(e zqpc6f16|TP+ZGCXmRZ8XIfDU_c(oy2A@9OEvvXMFP**ZirwWui{L&(HfK=8cx7&oY zUZXxmdnGSdMOo8TaqOnDIIC^yMyYKaFWcLn>2VT`UaVzGY!qApX&U^I*?xy9a)RzQ zUaqYPm+n<3yrhFUU3i-@$6koX#cyU2H&pMDGR#C1phN&Ogx&H=BLfHY` zzw*nZP=DOhsZwYEF0~MFqgRvpBwgoq26k(yzKEIJMd)zF)5&qN_`sM%Y$>Vdzg-OHuvJ`0550 zsvvy{K!!5m8@@M~3W?_Z1;dwg3VRScv9^MaQ-+f_kpNR+%Lk72Bq1b>_=-7if>oVv zT8H<(`FxA|3*-fC0LXG06Sj^YnF7LVh0}kx>vl=EWGnF;j-=6xn~vxPGlHx* zF&-1b?`UfuYJ2hAHeaYKfcYo1+Z&poTCuB)PnTjestR93mq2Wr}S2` z4?G#I-tFHX1q3XOtj7DU?DaQw>y)CfW$xu}dDC>Y4E=eekch>SP^kB^N;Z#~hSuT5 z=Cl;k5l^G{rr*xgq}SEo0PyT+Osi^X1`+8{L;77@b{ENEx9U`-U7h>&qYX=NNk7yq zzmFrPX#_R~oQTC3O^jI+?{%e=zm_(_pv9I;Ekoojy@<5M%W`OsG6}eJUZ)FG zWn*pBEWCF)sU&s7`bFbcW`_)OoScs5m40Kur~G7%!Yb*0(A7eM5jH#A6z~+%Q9Zi1q4(hbx%L_x?owFne z{E@O7DrSYc*Zo3`X=6p_wN_>_ajq4#_N{-7f6h_;3+Wu4&ScJey2+CN^H%@Y?{oC8 zHU~@yeu>QK>`l2(Yr*`~)|a_&Q{Q&|_4bd0dFS8A3YRd})=yOc+8!EZ*MN%yHl~74 zPV*e@_~XhP3m~|cELl#CT2hdqwx-lM+5TJ$bHJkCh`6$K8$X{5t&?N6bR3D9{F6;H zV)}_-IHa*-IK56W%e0B)hqGLV)kiZQ=9NE13s~T#upT@cqNw3w=%ZTKg=CAy@YxkP5y|Mq50%i7$3r2^h9C0thC%9 zb*0KqV|n+TXpTpcX92O%o$+&%w?QmZ`_x(CiU8KGUFg#J`%BtD{+6btg=yVUD>*!A z->P~EuR-FeCNr-3aWHe5=b;o{`iqAiASKM(#Xmv=%zL8Op-(=@!w8ow;y0RaZfP;S z2o+}G5G7yCN6UsBV=ALjAKTdAL|&Z`T??TBA)IHYW-a47Z6*z*XLYjf`)EkT zMTmO5sMk>@0LOVWu>KwY+Sv4X=y4)XCVW3>g|$KdI41e?Po_{v$F1Uzl96c&*tr{1 zCPqL2+#d4dDyd&eBQ;Ldlf-TW2#xMv&-7^)#GRtnqm)a+`8b2(IUX|1q<1GnOp+Z9 z1h73K={gD*7MI~8@V#`5WO>}=9)7C3cg_KH&VjMk9z)cfYre2$kpoSiVoyX3W8Tyj zePy6$hB9Oq7V>Xi8vJ&>BGNiOmI!)g7xr~_a z(md~2U;58EOB zbRJ9JWPs4!SH>}&?q$!~+{J?-4YFm1)(u||Fi;%2&hFF3GB}Gb{+x@tO}$Kc=p^{_ zcd!>c`^7rl#h_PO%ihCuNutxgI{6>Uyrr?mMw4m^}crWjco%*Idh6m|VF_r&GP;MMAZM*s{Ra8?A+x z?bE%4zMgg+_c&$iHM@Nc!+Gg1I?sGb5fn zBzC7*nd>+So-vP6H=ZNfdOS|NU+@?=D%UXq5)a9LZ208E7-)NK{K2NtD5#dLKEWCD z?Bs;Z%{5BS_wECUkW%0wS)8x}go6Enqm&6A)`d(E(@(`Tu zv%qNYj-i<@`5oOS+I#9c;T`oH)i{p%cL2Z-l8NyKbi}CN$6vHQth~)1%W)d-@i6`K zcD;h5w2wR>wK3)S5^Vx4BR{YrBKi}kLq|nkQ1wI5HB2r=?=r>HLMj?_mj{lW@BfNw zZ71fZYO$HGbdwABTN>GN{JSf&wGyL__-s%Xj7I_XX8`2q1x<{qF+PRt@m}`A71M%y zDL&J>-rjg>D$xF{WzzOW_4&B%g!9^ij`#hfgyaY-c7K6^h~+cp5lp%lzj48))<_Qb zT_kHdW-D-+UuAG>4?J_;`AbP7c4_*o(R*~j%zjCG z&`!aSCy>l?dkBL3dkRZ4#^pt>BNsMJ>Wxek=p9V1*vzlBlc1*tYhDWI=6M7FA!IcsHaO*>3rUNzD#%+P%pFY_( z<_OJwQhC;`vi_YK?ojF;5pXvy?B_JJN%t3fG7Fp6*c*hwlMFb+6QG?qszE*fcQ1ih zX?Nyt+%^$q>6vQ(;iXSEa;GmNBHJOC37t$vOdi8+g#g=lJYLzVO&XXwuH$w^Ko+wM z_<kFyjspozKAMv%ehI&w6B5qX}+1<Exblz>X92t$|BF-Yf-f=WvaJ#@#=Fx2^b);?#wd$05E{e`t;`AMI-=Z@?8U9-<) z8{kM|6%gq}E!=u}R2`M+B^Srypph)3t{>1ff^`vY1-*-@p#Mlf5)qb=hIyy3!g-(X%2Jn@`ULY}n-bSeTCU~U(U@`Z1kIG6G*4nkQ2!y;gmfdQ4(X-P!2)3y6F zw?zxOJ`JNIT_dq4I#R{Wsbyd5`l7Q(6qUflufij;AO=l-fXY0&wjLa$ufP|=0Q6uHpGO_4l`B-~f>@#TJo>}Mx*iXPv*s}0)v$ts z)s$35p%BCmKkO2a(C>{jRyj}R#cLGP{td5Io6jSE9-T};vYGHD3tlmDai&X2WU>@3 zmz2Jy6OIJb?JABX%}jfB?VGurqu^5WJdXv_$$YnKZkfiMpe-{24wl*P^^&)e#dLZ^ z&v7j;QS!$1esNC9U#K|qoxVBGZuT#Xv#Jm{2(F|{%zk%LP4h=QYsj(Hc)DCn%QTIA zhk3Kp5(v12#?H!<92-6catF#nj*T717&*TmdH*==Kl9uJ7z}Pe5-{aR&0OQ<6YOpr zfXV+igpjM0uW2)HSg&6FBk%r-t?k1nyg2znEk;L}-}wk2c3Cx3lv+w}4o}rQpL-@3 z#BXm>zS%nI{AQj77rVSZU?LY8TXt0>h}r#C{9v9YyNBP>WVbfu$8Ze-nk3CGMnUEB z$PwJ0difUrXm}8}A}(x7a91+VWIR}}1JaU@F!Djv0Ca~5Z%Kh9{SB`_h@+@Z(Rrx6 z)Y6MKpSRB#uCA|RtO$BVeB%l~%A}?uA;yvDlbgwv%XSQt2Q#i&iQGGB z9+G%`f>cy)3JC3NbDIq-P}pVvXekA?xxzMkRlKsm|8yg7qNQna%RB6VqZuHJ)@@^; zCpQAPHwVZzT8~K62wk3=A=KQjxUA+uQm|$c#iX;>x^G76Q}D1y)a%@E4;MCfHkx^(+2mHetysFZt8!PoI>46I->DK!Cd<257{rY~RBq3qIi><83TNpsr*SLA83y%hS<)6scBxKL z4yx2A7z4*;&zEK2|B9p@~GvSZ4>ipba3B#)} zwTXI92T>(hQefYzZ$3en2WAACz7R)NA&b(DgztJV~8T& zb)yIUu;sgU0#`Yc@1n|9-j_uELXjV;tF0JhE3hN2R+k80x7~L&dfxOpK`JT=64ysg zi{pU3tzz!UFEKG|CX3d@EI@ePesXT47cTj?a^a_b?%$OhSwGkO-7!C%H?s$surR{n zkt|;NEg(WPdaUq!n-!+Ng&G5TFoE!|8~r+=_P;Ib&&c}+ zg8@aT(*v7_0loxA<>^F=kQ^)^QI-B7hnoDrLRh< zV}O&n+f_u1keO<5EJ*wY1DGV#_?R%yIvrK!-jv*~wkUq!IC8TEMQe}#>Trp1HF${RTm0HY7 z$mctIosIH@5u_TD{!4Mc#Y<<>a_YL7E2ijPn1?8Wep;ci z50?vnPwIe7Q(0Bg@Ex}Dp9?EFul=F35N27Vk_3(abJi=yjk4k&86mqzjX0y;_cLA`0TMoJ2B%{99h=8Q4|iWn>{j}VMQcQ> zvQ>P1+-Wyp+fsXiv89)+_&lHce^PDimvy>ff*bdcq`ILu4L!DdM3+OCx9n?gv!41b zKIfMS`s;}zCV8jZakYromx0-V%Ye)RAJ>tN?2k7x)wv*v6mE`Xn<@hGr3oQ~1aEUY zS)XsL)%&t*So3dR9`&%}%f1Vf4;&nZXX13MxvByxj1B@x3iMwWPa7J*fp}P>gMe8^ zBMqyfwYI+4bsFJAN_(JwXd;Te#8-c*HT+{oJ=rpc+^4IlH-wDsJ!e~Hx992&m>g%b zY}B%&;ARbbF}X%=Pvd`+Tqg7_{`p~x&hXwC>w_$`(9`jo4`W2Wo45NAz$#K9`HY>$ zix%Ay0Z4FU2~E)hI}Z0zg&h@snja1<7*)d+J9I*CmZ86O`?R zO8u!APCEv12MG5xJa+Gl>(YhgNLv{Ch2r!Rw95*s-f#i_>eU!(!Y8TPYki$|>1@{l z&%9YRO*ST|7#3Pc1_Fp1QUH`zeM@Wgv%zaun)s}FB=-yWBT5xjmAn^~I1+eKJ~Y`C zYwTR%f|zCT0o-}dfs@ONg?h|o*TpJSvW5cDR~)w)3d_ne5&cVNv&a$repNEF zDss16zm2C`1J^zy0JTd8gwugb0A4k)Sswg}1)LD{L*?fEMhJSWzl+d<+PP)G>&BkB zg+QTh=SrMgITh&4Ssv%9O*fk#TU+19#oicHYT9QY$-L@e9BmSacbuFV_QBUoyMTn%3TOki}dU&jQ>=!9r%zn6#=P-t; zmySCmIw)CJ6-w$3i`)($QG5{080i4n%gXU|0wUlsZ7>|obo*U*vaD3t`x0ZiCPXo- zx61sQaCkThwBc!UG~B%(cQowVFIVAwb$V>kmDq($t?Y*M?k;H_SndhDtpFmJr(&u^@&Z_S(VjJ1GCI`+1FLt*G4j@g~JY*#+%g2V3E$95;(mv80X;A?*xd zf-t8KJ{#EH3XADh9v6(j%w4-jj-5uQDxkMallOiz1Qa?|cw1&6`oQ`1CgQR8wu0{n zGjz&FW6n_6|Cr!BppNCbw$XK=XG)bEZVaRmoiduk{W)?>0ErF;b=x}o<&R?4i0^As zzPq4UF0HAq((#$p94pduqOJ1Xb1nxV0U=p1Y&l95=fnCM+Y&h^4{10CrNiFf@VLU1 zN5*jYBWVr7GOD*+X_|TleOx|i&poLvDzV)Eym$C0oLKgt*a9E8*0=h#V9WR~|0bjP z9g53FRq*5a(tstQdR&RaOyz(@6)++qSB>RE+u57_pI+a5IvW1lWv1UID!a&d@>YZ( z?foc&Goq@jxu9^@xR3V)K&ng@%+coyHG>J!Xxz&#E)PUD{43GXL~?B>lXV3^^eh1x zp9_OHFow=S_z;slG5pinX;1CqYTXR>FinGw5T3|Zk8r#{+0szvp>c_J%)uR*YW{M) zfhYfi5%TUBPzY^lEgh$LC`QrFCAe#bXbb~d^Ml7gBk?_H~fuTQ;Tsxm{R zv1;FH8CXK92@lkSgIc7kFhR?wXKG4Y^lYyL!;G6B6k8u=oDqb!i;b3Jg5pQkmY@OX z24_=Z)A|>UGwu+`L%EYZ*&E|I%;ttf5S%FF1dT>_%GdUV7dPS$zmhrSGCoakh%TeAiP&fKIk2r>}^I~AhKm^QaZG76{>8O1@jtL z7hWG0aWw~`#$y4GT3nhVCA}LkFb3Nd!$elDTHc4Geo9%g8i~lxdvbo7k^Uu_nq5xt zy)@XaS5&!oz%)$or!1%5vrT@VI-(}c!{0+MMn&7a0Z;MhS*`2Qa9tbQ6s_D{FA1cw zZ$Kn!Y{CM_N$mR`+dhBf;(Pg`Q3!LCsVQ+HxO8d5P}65tW_)`<1`;$Wq;on-t+f6` z^HO>)!%yv`$?4rnx5;1uEP4(q4X_eClofu;<;H$`@_7#vL;8VD;hDQ_D|#W^L{vlN z1(Cn93m?V?hl8Nw@}JbsIja7b?hcrt+qAN2gcA z-iyJSZ7f=9N8c^GX|Nd|V%)%(=wN>`xx-vAo2P}*v007Zw8b2$UM`ZrJjV7Vnab*j&KCMZYstvB zwFcm>pbKOZ;5XGH2>OmcwtuEuh!dB?dZ|zC$UwfrV_{!U1c5uy#sWO&@&w+Vp*s2G zheYN=jgw@kyho|BhLJ3Ib+y3i?|0?y$=5QcLw{uAz;NQg-ly5jh2fyvAF2JJy{MeP zsBZs`7k@8MUCF2}jT141kI70lIJC|B^l?0&omW$pDsrlHKhOE~*|C(sgv?hg?TAgq zP&Px41y@s2wl+&&S0nOkqxPAa0TgD=h~m}X)8H*r-@_=;{NSN7*O@ovkZ2@1s{;+H z<$c>G$ItQijYekyiP?YxGi6ry&GfaBuJ@(5Yr8gw+w zKb4+j;IeP0IdUU=?gNI44n@x+`um9$dGJKH_!dTEEJ2aWIDj24ZWPLqQyP$?CTEls zdqb=?>m@=AjwRW`95Q7DO1Tt@Z{lYtVfGBL?t=ZGJL1oRo9@+NbWCh(^;di^wf`og z2MaLrHDL<*_A=YpW&;(@9vHF`RmESH`X8Ij2%-Xv!mn8h3FNm23&aCZq1Y5YqwYi& zS$Fi}8<-`F3;^c>qff1c)0V2Sx+E?9>;E701YmNdWkp-Ic|Rz+-R1p7U8Uww(OejT zH22+NMUH&)7}Ak%ZH#R>bLk0F%pGyxo72{bL=H?BYUqF@wo{!DaPiZ143aFz%Q3x%r2lzxosCU@HW}yd%OFy1iWl-}^p? zb>$x;ko-~ewVUq%&RL$c7(9kt{kJ=y$|s(*>wr_PikNBVT#mUC1KCMJkANdoyBIFlx%^4gi?-OqQ%e@W7!jQnqiFa{Nl zk9|(+6Ff3 zS8eFf5^m982eO=j*+@K>B0LVBb+gsfdr64t@lGABRRQ^C2h^; zS`iYQ_yyw#uM1du^4@N1&eH{uhyCsUZD5<~Y4XB~KbZxL6{w+(`q}O~Ff1Kt9p{@w z;#uVx?_1k=iX6XNsl>O|#+6E}CxO!A(EKg`XO2gj(`GCPiXh-@`TVgG{;iFaG{>uzGMw`_F z>${|K*LhL03oS{V7R{`nt+XN1vuYGY(?t$%HKgBNDq1pq<~1H_z+Ihq>lz;m z+;one7T|zP^Fd~FxioN(_b$0Xzh)fD90ahjid@IBI@C7wc?|YSgSQP(Y=YWA42}WJlo3 zQF9;|X&|cw$U8ej*FY@qPT<(Vsv`>7)76P=Ly=sHm7+4S_3s^aur}H|aUg^^Cq`u9 zGa=;!i@X={5|g`HV|z~GU%VcGSdaLXR%myIY4uVt$^kz7$slv(+Ud_-st7f2{Ma`M zHo2LAZO^RUl>pGZy+x0rNi2G7%>T}mDT6RWcsJ6d!@RP@4)Wf!<8+M8HdRFMwH^>7 zVC(H$820pLp%^cEM@u7EWqU(-zs@ME+;JP)^Pa+cerD!ybU`rUn&}R!B zNkAF(55`Q7de(-;INuRfbk2EnxcO8z&9rLWFJ?Zq`!lpSD9{MO^3Z}Fzs>4EKe7dL za&kTt6Qco+Jt9B)*r*k5(n4zM?saa;5AQ1#?g|Pxj9dK$+5qa2Fn~`t12@fH#*ncP zjTh_27QM{Gy1hO$%y_&Q{PQDi*q=|oSXk)kFN$4T-tN(TgUXODjXRfrLpAwSw!Y@)@z@8f5jFv;^qEHrgzEH{tjBRi*J0(?Q*5;yiz~1 zxK34Io^CBtrrx8OXm*%;&$Gsdd*y2tKy5uQDOT|SvC`+}=4Mq-eX+=~8YBihP==|Y z$~gKH{X)CU(f~)cNxu-B2sL*=hLilVY=-%dxi4=!Y6XALtyq!A+zVY~le?bw13Vp^ z6#?fNdwF}rLoAMR#)kND$nIS2FO;)Pl-jm}xUy^U&sk!16|NICUhJCxtnx=EGEK6n zbO$k)m+K(Uoh;a;`RgYX#l@raJL9pgqH%>!a&>#8)3L1Wt+N_6pnV(-%u5OPZRBQ> z&2(3a?kkTS$KhOa=!>{1jGryFF5f)S-lKfBIRa!B2NUg8U8Zq9MxACjja?5PqHa3a z9Cj6Abw;m<4WD|xs4^sra{@CTFtT(I1ao1i12WhSF>Yyb=S7TJe>dkB^~Sy${ognn zj8D;jjg4Ka_s(eD4L6)=Z|nIN)6Wpc?>F=cgrL;A#QC0oq|7Vo`*fE;YCkL3MMbGWm-%UY~=Heq8FD~b5P)aGDJ zp2c;_C0V(5RtSW_pS3UhW4CeM*3(edj!H^M5EbdNd?bHp?5;j8A_V_9hL{K#G@mi2 z$7+ANlD;IzM&BHI#n+sqYYp?zG*Eg@QO739Aa{$Uovo2*pEKvdKcTxZ><^r*$(W@u zwzs##K2l83Kj~V|eHyN4{VkS^#m1tzvFB@67D={jK+MKarYe9MNQ)EY=O<}HbqG!P z`p~dz90I>zE-lW9WDC1F+HhUF_o{4U#8|AcBaRvi>#OrX!WH*TEm*Iwf6{|GQOi98 zwr`3MpEENDs^p#Z|Emtmm``sx|4=j+PQL3uJ`VN2sS%WcT(~U~(T{2FIC|I3j*eP2 zxl9F4!>=)1r=2I`cAp(q&0|Mm^q;d@Rq@|K)YR2F0Z^ri`o;s}W=O67$&6+C4^EVs zrv&}*X0~l>k&){}NdyHO8+N(>LDaz1t9XC^CNb1No=_CymOIB*9I9&of&WdGb6_2I z`m4|Flh;=D)*h`qykfve22wgsAC^dQnX`@E**`)j<}uqu3{SsE#)LezFn=F#Fxntp z=QQ_eKT~ux;AF$1+Vu+WB{3xU*W>NKt2x`4;jQ)w-H_)#uV%DTt9}-5hS6UCl00;7 ztNpjz$d-Gy=_GM@dUlSAu&l>Z%4@{wU-u3!NqLN$hDF|XinXWK592dfnB~=Lcg8Y1 z-TG{>b$%PmR~~^T-RVAU!c^ z$yL3b<#zuTUT%$FDv@;A2vB8o{_s4jX>vHaW0VdBw!1o@mgN_7sRoaW6ysZc-oI2) z(d5AS#*`o2PSf;}rE1NlU4{LX63DyG`9~M99i~6h?rbDrsdNttQ2e-?8CU*cS8H86IDL;t+@kpvh-~)rx ztwSQ0$*hdq3f?;#*Nf}`vVNxbbO-{l;rI`S+wL_Pb%E)--K>5ftXpN^xx0S_YIp6& zcpxiN<2Oacwxg5Mfy?}*4>~Q!X?@5s>R<`SSFGjwyCoPz+F4SR3YSY!igvm=p~sqm zdq4W`zPjC;Ftuj`q239l{VBt(f)*`GLmA>J*f3_DK7(SNE)6y?j?cy*Z*2WSMtLBr z3*Wjg{y_!)pBl{P~?ui`ggM*Yoa3)e5`Cu5o|X#piXl-;F-zhScgZUWaOm3blOz1FwFW{87>_g)yixfE@AYl4~gh+o(4m@29M7uE$$~ z#Tx@p?X#&8yk|-uJ3qQMWOtu#_Js3(;t7icu)Kj zHJ}S>Q~M4n5AXx~-n+#KT3ZwoFGfUcnZHZ`@zjF>zmC{4*MZHId zxzZM0JK=M`uS)Y^`!j}>rs52W5IGW7Iff@jRTVb*FK?8;Tm$mC8QSj2-92|nr@uIs z;IlUyO}F=n6h@y$PduDo@8_AJ2Bq}b*iekWudVH-JxqlNA|3EWYLi8>J|}7 z9X);@7)Po`u6T8U^NcIB92bn#8+_@q zbv21;I;%dE@g^@!adCZn@0sv&G`&K&%{;^;AI7sIXFabJPguxcD2;V8+GzS#rcT>! zcTcbc7>0^ye#r-r^$iC7nt1AM9~Q>u7^Y!?Is-nwp&x#1DGExkNk1o#p7%rgmRK}$ zn~lVrwOUx&0zi{dREcOI zH;%L*z0@xjQdoL6mjW;aoabawH%T&FK6GNjG@P$|-2 z-k1z?7*5%dc#Ag)j!h$MV`H5eQMQTDX#-X}-FtB?UzCLd^^Edf5U@%QE%eP33MfnU zSrTt)2_jYA!M{U|zO%LDOH)Yh0_ik;3HuHP#7alQ$HpQIf_>fREV2pGS&h$RPqwy+ zKc#;jN_5jSfN64e@|A_=d1UuKL0w?3zRXT?-T(yMt%vaI;)@-~{q4mlfCl-xcO_8ipRJ#Q|WIO`!->+}qg?#!cCzO6bm^mnr^Fy$mx`8(ti40zJH zZbayos%%sJ|E#B2+Thj8&p)i{>FD7+yzN(SuaScI=w`>*UZ1!6KAW}f_2^HmTpkb7 zVi(HQcs!R0m~C(ge0_9s8cgbRJKRU%sxFt81JQc#B>y_qyiD*Xfy5oz2k7ASi8zzl zz&}h(JOXSC6fLny-IVcR5;}!ZAPKTtl{I_73ACd1dwn3=m2xuK;_qZ|e%vOJ^>smR zHM05(?P*Fium%s#Ck|W+m-u8TJ!Rk8+Hg;n8wwxI%V%B7h=5~aLOk!=1369K>oJ}R zJS(}+HA;}5NZtRPZ_3H;NI9yd z`qylY64Ku(`yp3FP3f&3KxG(wEPVF6L%AFE7=DM8J z%8Z`gZQJRZV%^Qo6}G9G3)5avZcgKZY^|*`u2>Ta^0AUaY-}jXty4rtINx zZ3H|Na$7^Q&HpXuED>4ms_pHJD5Mp0eKj|sfRAqrhE`h8ewl{IgLb6-QejU?5C7aFQcYZBP`u zM#?_dO7VU9AHP&`yW4yV3_tSr_Y4jax%TbrhlEtuOAg~DuiCqq*j^VfxGn|_uEGS! z9LWrSZ<~3N$tF>vscsUUC%!9ixj8}7Zp{_i@@>twrzo3!B;wJK7+005X=cjA_Sja~ zSTc$y2Km%@&s=c5d>LF9-HSeZnXQ^=pGZg+h3H!_6WrD3yV`xCgm@gBwlR`JFwZPs z7N&PR!a6pz0FQ(Z?}lt<2XteT%XPMdPxjJIw*~;+qYUj-rCISKN+P|0Qz!^R2(%`x z+Zm6yc3XP?yJ!35_r8ZyWXk5Yft$%5%O4-I&ieat zMIdX7pDxd*Gn@Y+Fz0#s0GF4*Q4wwb!#WzUAP#I*{gKbM8&8>T(v;sqHZtARLHKC$ zWCw;Fhi(ZxT<;?UK~n(g2G-apdC8;R{Js24MY><7Gv`eQ%F%&tJs!3QP=uy-cO%@( ztQbUVsBv(a7JmAE3tem+uwJ!aY&AD5_Ne9d%MVGCm=)HFf&(XzDBz536KfQfvorDm zQ1;-H9}rCt1I1QS6BKgh^Ghz-LU6Rv`ZnVdL&bnh#M~F%vJ9*S#SDSfUp@2PaB31!zdS8Cv zHvl(m);}LUBv=I}m#1Xa1CeuR-+D_BxUTjhokQRqF4ZbVUxp)&=c2%)U=MgI+W z29aJ%v4G#C^vqKB1m`jFe^qsy+146O|0zpNK|eN(V*+SX0WiIX&3d4e&u7Kg8$_pW z#*Gs3%;P2f$@T=(*?OU+1k&UV~) zn7ze(0+oc@#GL6aL$1FLpeJ73We~YeS7Y8+E*z&a+(cmGhjTzYVl|aPCmPLR_jjnj zT0#p`D5y*bThJQixbixTFeG^uwQYVb`kQyicYlS`_3HCkh?5_u=%ZG%~iuy?*&3BD1h_MZA0|K}a#c z>5OJ!u{?yjfnVAvH|>O^8>tPQ5(oFab)3gqxO#pI2i4)#3}>y6LgksGoCr8pOw<)> z$v}i*(XCKFAO$nSr;#B;%!MeqDCzC$pCR6Gj}4*5Ca{TyaKPE0b%9Q3!1arzfmZO* ziLOy%2qH^!aO`mJ8CjdD-+1Q$lDf)L&|b$7xND$&cvaGWa#8E`;(r#Tc+TIwINhza z<*EjRSg2tod=`%Tp>wHWv0$4a_AQE|xga`zS5wLbzx7`$>Gi_CSf#fxrFjz~JYE{%7Hi+vi+c zna~h2@7fbBIdL0m+x*GteE!>S6$T|?>~e}XI(bIo3veP}UBL=;y?$B*!cKo5<&|vD zS?iA?&c10c)C03!bEQpg=?QvB68W~h-Pv0w;sP0#>-P*94+r6bvt{wlH-NwFw?Faa zzqlqObt8y~!M`cby6M@vW|0jkB{>fO7I1e!m8F>}t}rr(MM}nP=P?R(6fLyr!&4=C zKW6WdV;gebBOYbYM0I(2*(o|Q68*+SvTL!Yf8V`B43(KAI6@q_Iz6i6F_>7##Ht5(`lfw-ofjwU)+Zb(6OD6@Jv)!JFZ&avGRv=uVf;1n*L zdEvOjvvUGoPr3i$w?$sacQmX(5X~ACNL1D5t=jr%D>JF8#0a!HHmu(1GS(p0@1Yc~ zI1ffV_Vn@bG3`V8v%C|6n-03SnXP24mk!FtlU@t;J6tw%5utNh`yyNMBgg?QLgkME zNr9S{@#{SM*F;SPoekiS<A@q}o;+9|Z41hk}Cl*<2SkDH#RL-|N`y zIXVpNbpF7D;Lh8zbevj3L@>+;tB~G|!WH!2Uuy)ECsSK!=#Nveb8rKRjhkt}Q(n!+ z)oV9?ruP|pm>5UWuF(S%bC`o5ksMn$J}A||B+n!Ee5hLXkgVa!->>Fy)2||NhJ8XC zN_2<3vkVc%euF1|Z4mB>7dVmuko|Gl0H=kFlT=KdgJZkZzWZ+@7QmfF>HlZ}3`5xc zOX#qWi7aNGk9De3d>``E#T%%X{8`C|J((_CE6uSGwR6Zcl*^3 zbHff4ROPDnWHwp|SQt)!+V%v4{Q$>wr<6pn=eD`!!z{H%7@f7-CiBtRN%S50Q24+W zT5y+UX`fh^ECWZAa_pZJ_)e%y$=;s3_vg|3Gc&sqCJ=Pv#DyIO&!O{GFk}aEAxHWZop{awc*N;IMQ8H=EL^EPb7sZ!S1_=Fa7b7DwO((`{i-Plv1?>8(}|B;_S~w=f1` z*<76Xuv!8?ggxKAeP^^$7vF$N(6o&RauqGx3)Fc71L}VWX{^f@0Q|uRxYT5#*hgDe zkdMXv@+Jn?t2(!{T$>JmZszI9ty%kHi;pMg874exnBF#!7QX1}$h5%CR0Ps&4#L(1 z3CIW|cYlU;;Gy-%TF7t2hBEQ%I^2)?dp>!!Yw!EeD6A!$%12ZtX~+@(dQoLM zW5JgNr;m>Mn)My0EGTIo*HhKVO|OQFrGS65(J(=bK@!f^dT!Al`)Muk`*oV%6^ExC z3@2oUfp=IaFE0j(zg~?dp6>wbT&#O*LTDGJ-)Yj^K7TYtLFW+>M z7A}Rksa2psuUrl|kj({DiajtDs^7fVLHbT)%yhgw(8OKTsy`Gi|L%~LC3+nz)n5SYJ8L7PGOO(JQ< z`iP>AO|ElW>ChL%w+RZjr{iG4hcj4F&VS!B|#J=(wc0~A4oF46z*@~(RHqI+FS z__nb4;YFx&>COz0a@$STI;iM_m$)}OgxD0`n7-R+lapKW2+Ji!3W10IEjv|Rq&wgCFoZnpgke4e$pv9`| z$uH?R+wP8UyTH8y$a-r<{MjCmg%GY#rPcS!`4E_s?8`JnQQG2F`@u|VNzeBcomc5n zJJb4QPaZq$w{KjkVZ_gUJ{5i}MbS6H95W2rOvc5+#>(?w74t=NocPE%Y+D(YwipMQ`}Jpxf`M*pda``?YO*zg>j*G|9!RAEIHPKxk9EzD`g&Hrj%jLj zrZ`1ZIe04ojkBx)5M-oHZ{D)>^fX(>>G5kV-6Fpr#Sug#NfmT1NX6DYSp*Km1kk9!#8I4 zhRm(Cwm`RGQka$L0StR->Jxp<>GxPZEQ%23lAge8|2d+9j!u-v?}z$qzCk~MX>=F; z(D1)$Pl$zRx=_We8-JwB@+Y@<0K}YJFo_O}OohODuk+8g6!r%TddWNq;gWaPxUC;t zNE5P~A3QtBl1;{z_Lt#2>@^;(MtK^eR-eqJ>GLpm82u0xHuIg{(QVuqVpJMo&98!T4-Qx|_ zA1wiqQ{RP~ndCeFeU~|lA;nw>{V~xnz(}N0V()jUG@YO|X#wu+_Mp%sZ07Dj_x(_s zr!v%MgF1d$_dlA)Un0#zFF!-$kB0agOm42;6F4}mWVgS%0DN>29UUI&c^;vjRK6v% z(ee~|+=ZP(hD+%eixGZvVSY}cn3(WU_)C^|q;jQ8*^&w|2_3G!P8Lxy=g|l4t<`o( z%rc~WhHf^80@?63B!U2*6 zTD|`fz>0eH+JZ^(JH>OZcGbt4?5B(0B?~p_F_p_WSiW);gd3yI4EBiL)4rm7rSwU# zo#6Q)iwfbRPZXwlm&45g2g9zKPi0$q--U#EEWVWR8ITiA|9LfXl2xfhHXJ$s=+y6S z>~s8tA&&a$T%#IKJy4`MVW94oKTb5wI<2X+NanjVPh29leH;MAAiAs0# zR;A&)J%@um(GFd8XY-`msN)iBKxopLQ*FCnk>rfUfTHSlCZQ^!fq z+WDqbj<4c~*3_m4oY7@upu2Xa?&&^&p|>CN^2LjY?Zd%_66*n|y~j&X*`{pZ=r|F{ zZ&tLvKwpw#4smH<&peL#cHlH7L{$aL3UzWmi9Of4`S=F4N>!|c)aUw^uNrGl!Y{pY zTFLy1rR#gp77gU81eFpYh%#Y$r7m7IT7j=GMamtZ8R(}g$UK}^s#_;KPU;OvoU0q2oW3Pex zy6hH*8kF@XZ(PQYc{QzSBis%W?*!0IN-JFNO=PB!-+hlD{cC zW?U&NPl*C8E7&g?mF@ysC<1wtK~Xclfa~DEASFlFv~8d1HKn38Y}5SG;byQ!OtFb{{vVWmjP4 zYm;&($a>j^<09cExp3alF4VvgfvGP{cQuv3^rz-hqN=KjL1>1arKzg=sFU&%fyK>) z2~eL-*%pW4BdghjH)uR`RBN`Nh#CI!;sVKZ{add2?%9FYwNN#=A?Wn{)qGcM%Ju2r`uP`_0C*B%_Wl_X88&95Xny z_}>NOn*R%pP4J~7vv3;%VfFW@E0VACdDE|TN4qS0>(^jGQoOzzJGxbfCa8&nXIx_R zfvhg!2#2wZ1_(*n1iuI301qEmWt-?V;sQkd)=s34Cby#VjiD&iypm{*X4GgR9=v2p z@KNog1)kU|YjBUQcUJ1JdO2;3!>jiFm<3p&h=-2NeC$j{oUSjO6zL<3fNjd2s5`Y8 z-|)O$`Kb9Tq*2A>(?t^{5H7iD+{W3%d~@FTH-;-kv`vGYDZjV1Ui~2m1%MEkd;k_v ze6=fViP~hadK}<`KO$kAp7fOi22logyxhr_0lAfo{+A~iea0Z;56g6(cTZ)&gbWUo zD`nhD(LAQpes^yhjyk#b^WSi7V!SQpe@^y=kH~eV26tz2_5S=9Y#(^f6m)c{Am}El z1t`bH-P-tR(mvcI%u>Re+`l3|ZzFjZS_AOC`36!?h@PpdcLQrf6y`HU)nv^rm*)~w zn*YsHUOQg!S_>x{d>4b)CA9EPzRpi}aaz0a+Hv&jh$4cRi2m$dZWySK+06bW&m~t$ z&;d#WQoB&c7M=Hcn+kP9Jkot|tFh$qu6wo!|K^MA&eJKM!b_cc+U|SL)96jSv&hWA z+JKXYZ;a$A_IxbC$CXzx6*)rXx|(O9lveCbC}MJ~05;uLzxq8-au0<=^Ezga7swUh z|L>IcEc8e|65h2H!y=X^5J=-C$`tADdVh1`J$-j!2^3l)hTZx4-PJ$LGpfjXmxdnD zZfR=u)o*9=OSkDfJoS?8B#K9A!uts$X zZ<{8eVgaNl?;Yp<#m4^hLivOzr9|j`)liNzEHw>stn!N4q5MomUp6H;U?orvBrq3w z)_rVg#-Zk2F==|9lJNsaX1i?1pc~Y@SY4jz?ObXD#%bo^ zqDwbC@Q)%OUF~(>hKvY)l@UF(Mi0Z`c*q%fPS*Y&yEKhcO4 zqRQgRN<3+ps-U1?>DOn@r4RQxKN^9@4YS!fr$RF#bk4v2f13?<+F#PRMEs|2veu7_ z2u?D~43`Y>OX~JiCFL(Fkl~W>T6mCCd3ZHn9|-=`i6*PvlMo2-fi132vKp~0T^v-J zeF{ANE-lsvE`41ncN)|nTVY&Fs54t~k;wu$T`!D=xyvMvXu;h*s`(&f@$y9UfF}iK zvZxE1r309%<5WT3Wn)Hqp@hX*%iF&ZR&%hh@VLx46Bgi`o7N8;*Z)rW914> zRdMBs)-Eu}J0u3eP8=TvIuB$^0q*I$pWi zEDBw!O;@b(`SV~j;PgGbL>?CBM1xjG)5Y3*RRXSodA%n~B)HrVF>HS}g|~qvI{Ujd zzBn(u)8vj`K9>vV8a1ADF^r~HM?LQExL3ev6@g?k-X?rBcAzeq#4y7QdRa}cER^K0 zu2*iF#+kn_6c=u5J}G8DIb`pno5$1EJQ;}Y3N5Jq|Vw@1044>qk#9$&-u^uVO` z92#z;7H=SEK0%tFhXoeTd-IGNNe6^iedi9~o2)66X>g*@7i8uvvS9W{|6Kv)2oqpo z-K0$cMZxEP5q8#5QNL}sr@IV7QbnX05Rq;vkrL?`LPENG=uldbZV-?hx*1AJB&2(W z9vD(;80vg~&wHM8);i}r@A=37SW9Nz+;iRg+WWJaSU0TTtVjjI7qX@l0m)*W(G2Ok zd(oe^kI>2-YbLK-D7a>Wa<*boKM8Z@q}9-!8dEl19Q{VgiOermIrJjg*sE==qSK2- zZJ7Y8)0Bv{>n!rG&Mpv8gdhxwq9c9QUALVa{PUeXJm{o;oIji?J=eql#Vp-63qfvT z?&N8`wE68rJDHIPhS}crlF8LyeIFXPDl&q6h+ghr)Q7{oZt#cVB5*eH;yxi%NH05< z`{?|Y?47q}A>YP@w-d-j7f@5BNhc3P`Q=HTmn5Qc5QPpcP?_NrUh~Vpn_e0~S<3R) zbTMV5y|MVbHrKz0ihs=*kGCIkB#vMBVaSmJj_v7o@u6_CcC9+veCP9#3=V&bkp)+} z&VZviPW?7l28JGh*%)bcT6;ORqwjrjU(Aj7F!t5Qb2^Fn8lh`6>V@)iTU%T^8~i}Q zBgL!f6WY0vAjg;(5P656S7he}Q>43(yJTB2;Vn>Y*e71+GjWB87DnB?5#6?4E_wh& z!G3unk8~`u1xDvPsu^&*s(x{|3!0=wk`=-0-{{YK2iWwed#1q#aTKW z+m%``%vbK+?7NZG?MOGi4}^i2jl12&hn!yppFVxoCU1qgfiGV4hDLCI^S#u6NpZK9 zSt@NG2-?zZEZPqZjqVPj z^f0Z#OzOJPI(c=6xjYqXHUIia!lm>r#W2lc&}1A&5il;!eP-1sUojFs>{;?vy#$lq zewho06}Q5cYKHAEqxB93tz1XY3e~F}32-d$c8V1ljwYXDKjmI!Q$aI_g&gA!JV=C* z{^dL#MDS(MFjlYWLDc%L_x7YG8wCoBmh`W=*4)O^B2ZdF8D!w8<|WI_7tX&yxvd2e3c{p zsUI4)dzKh97N{!~>f0_TGnA%mJKOkq$oHT0*JP?4@;;G9M}(MJMcw`5EI(dyrdIvY z$8!%}P|cmVEB!V<;F-zU+x2|(_~o-tvS4tLy3ox5-2ZO%xcgE_eJ}Hknq^>sj|rRs zd0K@0xFx5^pX))K52_L^rwJZ!^1Wl$WqTHTEie;TiDhZHs5iSZC{e3%t7Z1<8z;Z- z-;L|KJRaTJ4@38DCyPhqYjpi-IrE_%(T^6Ts8#3C7z{lstG9y)ox-7o!-7{UP0byZ zdOk?jX*odg!?dGy`HK7hd*rQI zpIF;dw5Rv>**{f7HKP?U5KNsBPPlA^(_dDXBOUZ;CHI)zUp`p zLR-S(ry#vluF$EZ+s4ZPY3~|8CtGG5DylgL-ZdZn=0NsX7F#!)oj)hD5#?r!jgmB1 z_GB0@+eyY>x}RK$Ff=%{KDBbRN4ypl&y#Z?DT~VZ4xH6?C~KcP@!JdM?|lP`az!L; z2D94i_gByK;QTMh(2w_+u6}WR`n1u&(wW=#E#wseM9m4TW&+k;62vi$@v(6)0Yx=I z+oiCbe<@biM{Eu^^%!_O)9$PQf-u+9a^SN4;q@W~)E}r|xB}sP!1bGlDG^{|rpl2r+S^rvcoMQGOdhlP74OK{*(pgN$dSz^joEEG20%2i#qNTh?Xc6?Ry+^9{j}A0^PE0A$Q}`~V-Is*}h_xNT-7ka1 zx#zQNZ(hsZ-D>m}Gx@LPb`buKFP4mlb0hmZay+JY9q3-vvxKjXtRB+1D5aI|%m*!@ zpNknm4PsSI78~qC1T3akQyVgma|8=xT1S6YykbTAgIzHb7Yf&qZozTU;KQ!3(=Jbr zC0hNdk*bNbAy9OISZ7E`pV=w0>eYqi$nO5pKyByTA!7uLe0MrHC1G}w95M@qV{_{{ z3P=Zdg~GdnE%*a`Kqdpq4yQW<(mm-XDXuf;@?hFneijMj$D?DQvJ->xLHDd%Ey`)(rXqX2-Vgp|Rlmvwame4xhIerd1>h-xVsa z_P$#Qr1Co46!^^ZB&1KkU3oaGbK|F#kguX z%Yo61T}(z>cuhiZ2R)*^U)-kJ^OG*%tF@hJgqd71K75E(L#GeS8l?mBw#Omn$C}@lQuqAuH=FDvF+kdmBJ_Zg@9*h#asuaLy3mPQ>>k$ zN_E#Mx|$V0&Kmkbh%}72QWt1NHu3AR7zKmFu zZg~c(9azS#H>qd;8pnK&^imNG?C~e#PdkL(jL(jZF<_(?zqG_Qj0*X$XZHp?&HL!U z?c(lQXD_|c{|;M;TEzF3@huu5sXVZ-qnH6rV1MbPdC$Z~VhtU~dD#8Aa3GEhA6NrK zGD9wVIce`h*LpeH>w{e|FXsGnaltsy3xkTfzks&8g=RzAn--=9^63;mi}jDd-C1r+ z=<X4Akf0JEXp~&9? z88R5|D!`$}*B5Gm2nj(r#nR-*Jc#(1qGxpVvKDC&)0B{5OY&u@F)u9I_O6Kxx+9_K z6CK%-Pu|66T3LeS&Z>`TvYYWfm`E%=u6Rq=R%KV1wL_S+KKsxc^lZH$P>1LSOF}Y6 z?$C5!AZ0OIG{FF3{;FiRVso4}1T-yT?FqSey;g4Xoh6Xs>+^GYcmcD5*RzNi1SY-JFbSKe`je0i8)0e1>cp0%nfnXS2-jA;* zx_gYSzED<*OoXsJ#V;rWN(l>y+NWmwzkxTpI=^aO<}(*C*{_~-u~mW!ijA^-LQ{4+SajHf#N2&^|_ zzHWgem1R8WI+V7*wGf_*s~2l1moxGhxjo+oyHG5*HZs=D#Dh@^x#AvV&e7Zr#}9Y6 zBmblvwu?V{<-APnAD{DKcv4ROHgaDlrrEx1+n>-G!IiDX&?#X~XWZ_A@0HtTD;2DD zR2~7-A4@$LyHbcikh|S@J{Fw3BM3#sN#7QiZkLC20O7IW!xZ1HtR--;mc@_3VQ`u_E~U$NxR zzLarD^uaRZAuP9P&}+n0+#d7X>}I=hpCNzvPu~+H1FbQ|?l+&e7gB@dML47H5d9;W z{2L>si2*mQ`Ad&Xr4Wcs`#0^beck z#HgkOS_$#*3=jKJm6DZPmehZSc5xoPpG{o?GA0Vk`ff>FGRa+_KEe|^^YD)7$qRxW z^)WM+w{b^5KQe{Ew1}9Z6846wEH|XAyY%X4Xzbtq8LfX_^9qv_0%lfF>l`T26**Oy zZEB1co#jGhz@Cz2y!3E&jljMUTkU18ayq~zJUrvba4EWM@CxQ0GI?Hf=j33GK&&CabKi>MskBiEW&w`#V zH!!Jgg!&Hvtm{Bsp=WZ~dbU?$>* znzjOojVOLJxTgnD1jGIH1s%q~C~}sFVzph_x-D{qe=JyCMQf?&Ro6$ac=&_13rmPh zku|h7<33wVFH#`Pyc?($I4;|L-H6j^VC!-`_2{uuYU3pu(**=w%zNSfi2Ez!4R(rM zpy}`54PgMjF<*`k_@a^1U$a#ePa?{sxf#lb;`p|#>wWfCM51;gs!DBG1{mgNoC?;J z#=30;x6@Nri2xH6YP`FnYYeVRd&)L`JbJg4*SpV`Zww=dG3+Q?y1q#93@n9zpT_(2H$~| zVz~%ph@AU&C8mJ8VLMnIfpX40`QdQ+LX&4MQ&v}3DRugsjh$1G`++i>5~rxjJ^tE^ zn%@ds#xO=7n!g_MsT|Xh-oVG#KlZs)I|^I!t-^SgIHWXk--N)oWika9JnUnmYo96$ z4hSZB;>95cZjCom;I`45oW&ubq@Sa1*ECwKWjp$9$CyNe*OR`Uo&~d01OEGw-^fBT z@2ogxKX_Tq1VBwo`iQyW3(@n>PpSEU6N~0^XM`6c9T%Kwx_Rv`-*uSZdNQ#XDi0B0 z-aYeMuG)W6?-9ES;9kB+C2Ua!Ew8$6U|oVkZf~x7vqath-pM&uxByWT{qv$b`IhtF zG(d~_0m~>rM37fjRzA?E_}v_E>E?5NJaFQ0s|2yI5ebNh1VlCI%>TH^6G8gZnkYZ8 z4kU^i%c<2J2`$UO%JfoY*f^t6v}KxWpRP~V>2z4j2fT3vo;Cd_cK5)S#0ty zxhvj-cDcJ#<-{hre)nP7opesCBOmKbYVfUjXWnQH)2e4R(l;5m==*G?^HsZDIW?;b z*EkAgBT`!@ig|YR0IikNxLQ3Q6iP_jE_+}r9`R=;%KN~49BB5{1@Jvk@epu(It$}{ ztgxJ*`|Xg5_3yJ)mkcR9CgseQ_}0-4Cwkb%qR9FH4F}ZzK0YXJC+do=KypVoT^yp3 zBSBf$X>7K+)IfMmK!EQ4p#||6R<5>Qs0Sg=v&Ge2F<$!HewA2b_4lO45XzzfPjK0}ZN4 zzCum))(Vm{x;FN7Fou2NlZX0@f(bswXPSkrb&hR~!4t=rNrE3>x|M1^9jUK?uG0#` zqtOx!jb1V+pQ_ejEF!ypy767lt?B-rhpRU}C|1zxA!fqQlyQ=_rzcdi?urakYuJi| zp76s%TOqVvTQdN}vAXuDm#wkLmBaAMm3h3NzIj;+Gv2h#cm##Ut1w{KIpt%Mq3ue2 zLSz*;NsD3-1o~KE`H8onJK>NHAxNnPfWpsH-~Sch+OuO%(-HTWF&~J;)i!?&1#-dK z#EO}-^e{hBwqa>(3drJ<(+2fb{=ZEp!=FAXwhl>Ae!1p`_0ja&8MN9j1D0NhfP?Nlhx0?>v3?}_2Rri6><{VbG$LG;FI zBhLyZvCtiXn_P^GX9@FK)r8kx$Z--bT|P>1z)eyd(#qb#A?69Z#}M|JUWB`GXQfc^ z8&sbr(6Aoopn!G0)@mC)B7;ozc%|i;#)VsN`-fj$S%1YKuwSHjVMWZ?;7Kr_3E$imWbB1?wQ+0@c zJOwIe%AlAoWpXx;yZLueH#K3F=g)Y4KgBF+#BCg9bBO@v-ZLq#Jfs%=Ya zB-&jMyJb0dheR#&gzgOYO1-TH8v87hhAO5xs2a12(F;9=4p=03Mapv%Mr`4Y<)xir1qiA1~ra-o0 zK?OD7G=+c(e2FoCIc#WlDw>^!Znz8LcP_l0tYki1a=3J-*<>D%#wKYCknkoJjVaYh zb_q!Y>sB&{kq}$aQEeZkGd6CVDhvpQ=&~u!Z=CAnIlnJeRvvB6H%__?xW@cWNGYnD z{kyHslqr9Mnf?|B=xr~ku?M)Ax;WO%p zDgt*NP(7q4ga0z6TSR``L=W=kHs zItM*}LLJ;L6%`b^7M2NDt8xtc#kvl0+e6gGfsyT@>h9(?DYI<6xX^81=Bg1bPozhz zG+W}^L_HaBXjgjXfIDi)HAO%?uyqC;msnvjsVWr;tiR>U>CBv7d&@T<0NPfb@lMa{{TyLkz}@cg$Sg zU%wk~YtI^NVQ}qF&G$ok@=7c4&-ly6jVwm;Fx{6&)*tutnRF`A+Ve}CDAmA4Ip|guN>@n5N)C=i4 zeS>IJsp~&F6=a(C(Mx(~-tAo89G2D+*?>sB7$E}^jMFo%K@|qPKhE@Z{JoMCIQ6P@ zD4>%+9!;MC&f+bOB4sPQ9~*YlGiM5E%3XqS({T#O@~K*K4kqAHA|&+m#2)G=`Jz+t zpuYtKI2g`E^AhY6KTTFrn3&DhsRm9~GF%GAB6$#y0#gDyGS2 zh>%qs{z~H|khgsQSfOFtQ4S1ztMrMNuqJlK9ax4QTR83{e#gbkpk^pgkHrZwqdwLm zukl5;LteD0TerAYamdVay`k}$GdkHCG2i@^OnK#$HUr9cUSWI_t?vZfbyez84s-ly zzzyo|sV@3R?=gEYl&%SI`1?LR0n9GU3z)rUY2h$mw}nBKqJLX{{!4YJ)ynIVg_G)i zHS22Au9ZIW3Woo*99Zp9VQ~F3Ki1PoCuv9ZeHlg=bNAl)KtE*80jO$wU~{zP#T8#X z6Ht_Cs%^?bsYkWM2X0Dl34LLo4pdDHJp}X8hk)t5(MPv37iGdsA|(2udf;J_Yp&{q zKJlbQTIa`C_=KV5xh1fgy18AjhlS&n74ZsMT_+EEANBSOl0MwTkApAlt&`;vFP1jXmG5U65CP-7Zcja7;3f)?#Sd?enj$V$RA~9xZxI9JVm@w%-C`t zlqzu!YZc0u-+o?fsj?mUgZr&L71mNcjjm1F?5Wl9=o%W)TJ^l>!{yX~nfWGZQE)5IE^lmn zc)P6}3Q%Nv(*MQ_#K>~rIBBp{qOmC z{|f>W0kuNvZ`^tm(bU`o*x1;J)z$7>6FKk{5-xY@+`E|e%ft$8nfv%};WkfR z>Q{GYak&`(=SY+_4vgzG`@H{z?!uwc)nd&mR_u24edbqAhw5S|;i&iyH8s5zAw(nl zZFqWJ&@1t(^HA^t>`L1)PcA}#*>E)big0g!co`Kh2j3?2hzd4iiOP3IxoOBH>Q(>O z1@0ynvhrX+_V3x-U%1G$YQy9S&DIYhi*Eb7BS*_whd>f=<>$xfMTNAXg5ej@U6SmBZnh5I&``k@7bu%qD>=2=7cuk{5=RKrodL*~VthL5p zWx>Au-p7%i*iR$Cz5OqHtGiWdj zPl9s>E;uppvPlc6iu=|dBBH40_XF5>z&0cl5yL35%mInI)?Q#4-4^H^=KTp2YAelf zJo*VTk87CWW1}^ky0YnIb}pa+S~c$;ud^{a2-e*tjcG|+)GOUlr7{i%N}>aAVJ>Y% z2`jJGP8~G~^PN*G@X7Ujs?I+Jqr!? zCxJ4Pq&fmH9s=Chi7gv|P;SnR5!rN2t zBL_w*KiN!#T4eJMW7C=X@Oke|mQarCHP}sOy?c;lb~ImSGcS64zUVASm!-|i9s;T~ z08Bzk>i^Lx6b1wH-jHwI^;z;KlP&$8uG5m3EzACZ50&j@z(3+-F*l2s-D+m z?(`{uk`05M)-m{#Cy+({0eLlvE~N0btTJG%PTT8j&layYQIU0tmR3Pm&bzPR@@qw^zjBEc-kgALZCC?of)rl`LLKzzgjoK{ zQF0j8SIdt#RomaQ%^bhiPO|M}@}k3UXrGx0a9NsHl%2FTe%?+p zn`j=2>_g3ObJ{M1Doq?Nx-&N3jyQ9ac|sbxQthsQ^lP2pKQupI1z}!MpAz*T>Ym=P zdwaKps;Q2lF#spOAX^l@`DdhO-`;dgIIJz`xcjkR?hI=cQ=uu-hl^XqRI;!&HdeaR zk-^7JAROR~k=1`~OE&(_SX{eM)1zgFlY?|qIAYKeSoju=AUb6dDxiFALGDvlIJ|pV zPrmo%gyBlM-ORnQln7-7ic_?fX^*#b!JhMr=CzW0u77kNpe zdzVLB>Dj+xI8xORWLao5`K&vNk(tBkG&NN)TjOS39f$}jP(_t_O0NE%DFL?OD_GLr z=(J?*VuuzHx+7!fxq3(TJv~H)8evVG)uh+m8u`_;3gM3wN!Y9Au0H4UPSqEKDk7db zaT1MJFQ*PNgJBO3W5EwIH)(s9UE&*)#4mcVW1F5MRnGz*?I|Etk7jj3U?VlJ%*z`a z?Wu20d)?+>_6hSZV&&k^$?fIqXzZANR^)-QjXG}{=^Gv4G4ACJ0evb3_}y#%UhxLO zU_%tz6*t%pwfpgXug~t(*y>8>((3-FNntK7#+<-bA$PK9$h2b8ZsiUG;t?6|T263J z73E!=hU9>ZQ&JFh+VPEWwOfoUyN0rhfKP=JPX9)m*|S4Qx}}5x4u+4OyHlYd@>kVW z!0w}mW%yO~;iJ<&K-B^ozD%S2bl1{}rwl~{MBAzFjo~@uG9B?u*=xpy^iy*;^^{It z*9D6Ps2!LUCEQ2-wnIOCxurE0J(-#Z-3s}hzkY=yNoJuzN=_R3g1FDsw1Oc<{b?DK zsuLI|>r~;uuo9qdVBURmFyoVI81`B@z>4nPfFZQ@rG&>OQMcdlk zI|CjuBu$`DL=SqNMf0h$0b$fy0SxN0;-&}vv2Oq9u;Qo8`l2OxHwr6bM$XWMD)0g8 zH*r&dub+}kJr9inR@Q=i(*jrg^t2hjF6Ire3fW5oF zeSM`6*Wq$E!{Fxu^;*N`1>Fv7YUFeq1CPluZ5GVMfJvZITu#n;>zd+#oY|sqM1~M|TK_K+%zXsCp1U3hz?_ zQob)^8ZbMN+&b;!up~dVI?#1&7ZimI?bwy=3}?fz*+RREeyjsTr`cDUg}ON90&f#_ zL>zp1jZ7y~jRzK58&3uA)~djI61TENaxW@(t`OLF62cHg4)_w_22qfwWH~2mUh_0< zjwf!cwYAwg)!C&NEICvo2$&q)kMWGhwUB@5K1T>qr3PWkM@n0X#roM{is8xwNJryL z1vU7$jrU&6R?|=4yq3w%G1>p;pr6kZXvi$uon^mBVSIMSArr43ox*F&3vi#Oi6L`~ zg#?ftpFcJ;X#$prUP|fTlf8Pd0N=UJprH7we3LdW8A^_gi!BstIM_b$hxpsO4*84* zXZT8@LkoVuM^|7h7JFTh1l->ZNs|A^YY_;8;{cWI{qBpzz2WyJj2rd_t)9n&TU%i6 zXNJ>5A1vD{C^Y2c7$ueqaRY9r$AGDYp0!S_b7xk2b)rD&tOstz102X&y zSPe0=?)^KD2NFp{zITCxESF)}JS6HL zgx~}Q@hszU>i1?DmPE+mG+g3cmh_6eSgNa2`_=7H(h8I*7@zxm5u>3 zZpD$4C;*PZ$$jLalUEho z(U=c{x@Q6owYA-!Nnd6?_=uwpAw|W|kJ$yqAjxOFEAN>zR;9ax15Nb5;zq%iKE6G$ zAPD5`5_ZSjKkd83U6T_s{O6o1(njU8PJJc%9ie7e{psUG=&aE5t`U>DdS(jXG0xqm zF8DZZK!NgRH%dXmZB)MCnH5)=<<;yX}Xs6i82>SgE9JX!bVv5nRdM1GDtD+KKaF;Ov@2 z&K^g=i)0K4s1+`94YHWht>9ndR&I-XARhj{{e_Y4iIagBAY~q18+#KG{T1Q`aU)f0 z^0kWt3$Q|d+h1B!-@H9)GN=<9Z}&A>HdOb&Ayw{h?d2T5D0OnodpT|GMTMD(uA)4C zviV;&<3w$eJqaJIV#x6$Q|-e?IRy%nWtzVe1}dSZHP~B$f@4Se@{#1Bb`9KuRLvU+ zT;Ah?B~Yx+=NclK%8oAqeeer5x44DQBMzC&;6oW z!NiOp@X_9;B|kFe-tVPkRp_;MXl*~+Pr1b^wfz;iL8y1s*w2~xqF_=l$cFtyF$;(5C=NP01NKY$0Tqf{9UL5TBYIk7 zIAA!=gAo4M4NL1yojp^NN1_gcCuhkpYZQ6H2_n? zMQ+%hnS98P9~^mpW%xB(BfMb2uU2DMelI@NAHg;oON5hcQ9c^ zpmdY$$p7Y-j!5GPORrL%_5k~1=4BZ8t~qg8v#IRLe%RaryF{ChP4;hus z5C=G)C*b^SZ1<1{V~r0Xehyb|8O7K&p%$COLnpBG8y3%l5H-z(7 z<=ss>H;{!tU?1zI1z%Tu9(zR)NJxPU6&9;7`Q2ErrbKs)sUN#+`B6&l0PB1Y)~^(B z5WF=IwNXsiBUO;t5fR%ub)<&V$hG$}N-}*2Dh=)>VHESlF}>N4Z;m*=P&BHfch!8F zp@edR*OE%z`856k5SBB%`Kpu$PK66?Hlt>jIBuA=)S2|*!W`-*kd%I}S><0r+(sHt zKfsk5<_e9)xx?Q%MG$HtVI$c$}2SU&t)x(&%^TD-yNAKZYUWd*O z0h~nfJpEaN?N!j?9KLSdEw0T2UANQ>Ac39H$fs|#Bp52~u}*ZV#$iOCv%eSu(Os4u zw{x3&k;+Th+4K?~v(R|TTp5SEyGTXPLcyG~f!=ziClVl7zEl28YI6D;SX%%)1BRMt zVf)6xT;+<1rXQ$>f5%r8*ERv;!5<#}&V~VlFM)l%OV7J7cc)=(o1 z5;H)|>A^Q8A_%W2@1oCkHIo0wMJzqL;|1~eoyXa*_#dg#SIklYbU>DFjxzEK!#H8# z0n5xkM^(%^mCq#f=;%m7Jm8;&+`FPTqL5oaUz5!i^URW}sw3E&C?ZYybxFfw#=Tqd z#N8vS^A9YzLWr*O=fd#6MQFbq(({WlXq6Vno5Qs?dOx4cT-&QEWZJl1L+ zG-mgT#Sfp1N#aUj-yYqJb=EQLPE~Y)f+ho&>1+Kquko7!f2Ccc7KkFU2kBtad<_~N z)m>Z&?Hr;7bvwomPQ6-ini`aKA)UfzoUu!Xpy${47Fv#|? zDM+0zzM;*e+8RzgSL+F4n8mYAUre1n@6d3W#S0Yl#@xp$X82w>KoMeFQS`=fs{$-^ zVBP?V>dO$Zsq@(;)1CrQg0R39ezOl6{u>sHii+X#Z(Cf#C-1sD+Ae@vHseO*xm7TA zK2YRH!~T0M`;s;+`~4Wr>QfWvj_9kJW5y7eR&&ZKs~>;j$czhvWt?juCMT=I?suIb zJT=73F!xh_|7_wMKLI4-ReHa8-5J*?m{gB{U$umSH}AucauRcWibr@wMKLHaQZN;C z&}0CYe-_aS?Fr2@ zm%bWfFk;UDA{uv>n^zS7P8q?WlV9)w9%1S@6fCV2IXDSR0Geu!frCoq47;?>VI&Ow z47h#WFiX^2?}Kp(DMTQ~He@1}{bY0k7U6=CzorFV;8yqoQ|tCWt7Ve^XaUw7_x=NH zc;*jZ75F*sq%t+Uf4ny&d4yWLmnJH(?w;vIo_Dz}RQdAPU^5|Lx{FFG88x~Y z{WRI+*YJ0|#!|4ZrZyCo8;D`elCoshu?3;e&duN0Xr8c@Y5cE$S|Mv|00eZMrrEBntU+Y43Ku zf}1MG$M13Ku1T?;RyuNH{zy#7*`V8!1|EB0bXykD$#qmj-&xOWS3fEx-x@;LzrQ#s z5$z)rhuL(EqhpPo-6F&3Yz@W$#Fy~JB1mg?eaY#2(d(_an+W<7+&Gf%`el2@uv42&2R`6rjK>lR zCW1uJJ>Zvf2Jj5x0ev;A6d%e!0U-IxD+g3NN9?xhqCnWbsMU+*My>fW{t6wNl2|sv zA%FaL+S>X0H5M(cRH0CSl{GXiT3A>pFti$L@K?Qxud5rd_u`BA96kO90Q5+;*wAfMcB&!r>b%jW3G8>5RsP;URT^5RMh=-FBC2{`JUVQpg&KzBhU43x4 z?DEK&BU5-Cks92ETk-L&(0!BY+bWG`VvuYs$e80YuJ}xq{9w#kfPxxW5Q!oHbxKfK z%1?{6S>#R}N1kox-Vo7(z%>&yM5mDAt0XEgEPP%cm=%uK;g<16!^Jr%c0X%HN_c~4 zBg@O=V)dJ@pEeXBmVfUMweO^tR|LYs!qO&%Ii4kA_soO&KFB8uep3(t z#z2he)S(rYen?k)3iSR(#nh%%1LXLsyB8xry_-De^ByE3AfWOn33DPRR}tQ?|4>d`5UN zJa64~b5TJUee@IJT;ur$RX==w^F%F|}tL0%JfL^{=F? zCR=1ipE!U57G}H6>93FXrWv1=7)_VA2!$DUE0WvG0j4~kcEJ`0=Ryjy+NWqBbvv|Q z@l#x|#Q7Jw3)gAiNyLCS>9&x9fqRocWmr71EO_fwA@xvg3*9HQig9DW%*0d@6&i`N zb1me!>pNu%l4w>gZs$BGeJUy#wfV!S(IKSO6SXz^A;X~2X_=(Kes=WCH(MY-9M&ae zzkDRf16qh;2_))`BzNDP!X+TXa?9IpI=|e`-Npz#VSkC{ zVq;a<;@K7~+wdFRfyLSneU6b`0#0Y>MmrVbYN>uXub7N9p?uH1g3q7w1w zFo;mt*$CH@b=-RbP21Hwd~K~^jaYrbTzBVxh6jM8qnAw0jBQe{Xzpcv~gKQ;iVXzB<2|!I&{pTe{ z?+rDaO;vj3eXw%RP--PD&L53kG`*Y5kzDW9zBe^! zGmZbYB6ap;vy;|!octbUrpiD|+ekkI_MK49Ir?2Oq~w!L*-mCZplF4GcVw)1q(CgG zEHnb0BFZV!sj++%@=6|huLub4M8oy$FkAy+*kGC#HT!}F7vwPGU~}V3yw3U@eMxb z`_z{I9|~?fr=}UuaqhEzwck=_K6$%LU&Dyod2wVtDQ!PPPXiwtqwSApz-c>Y3|Cvc zTV0<+WX+2PCfwC&v}l)m0SN@W*q1iNMeGvh>r!Vf) zW8Y~1JzLTrK=>btXR7k!KuXk@oIC@7_uD{1ZZCa?v{l=c!SvsvQBTzSZsnb=`FPe> z=A_~|(_@AWe`(bR%Y__Vt(x@G6-Yh7V|IbccwEIni#{E$%|{Z99& zkQ}?zesV537b+-7d^5Re^*84_RXSsfke!~TrK9m3C8L;M2IM)QY%~-@X=XACvL3Zh zi$Eg$X=NRIpU36d2OJ-D`8r+<^E!Cyc ze*TN^W>Ci{-;EJiJUzqvB1m*?(JtuT^kV!Cg;8h)Bc>Kpvw@~o2NzX2YsI#EQ}XTd zpYBgysr=A?LLpnyN&qObN}_doTSrBnT8>83`~FFRQT9AEtCR}Y9h!t%0CJrn!Ig$e zx7qjd72{!)$!WN2a@#D@s|31R&{= z+Uw15U{7;g;cB)HU>+J!W3o;a9M!%j)<3|VfmORtmKwE---Zk&v2X7#y_{Fz;d}r< zAy6k`V!&N$+^wE1*4+~!@r6}*ajwSF9CNy(p81toDv$8-Uv2-bbQ=WF(KDi<%EfR0 zMIFGKy!($rRtW53JmSS!=9u}w7hD>PSJ z9YEmh^xtsCIydeu)ho!`UTmx%ooRIT@-le(R?+|szs^O=!S<;&j^_)J1ZKD+&fQ$(cq>&NA)JKyf5< zAWK`u48jMY5uKH_m*PN#`?U`d*`vSp)B5SM@H3RRS=KJN^<{Ouzb;c}Wv(qz9K-B{ z5QXDQt6w%Qtdh&-NCtXFqOtRRq7Cb93IWUU*@i@hdQ~KuX~cd^=yXS~n|x_7HvZOa z4PBsq>rWYt2GtR}8Y=Cl-#U(ay-CfcbIZvSEt&)lK^yw-1HPGYSVKmhxz z@Ydhy<&``3tEa%jf4DHC{C#=!y)np~KBwL!A{DIX25d>bsv%OJW<~S@U^ais5K{to zLT&dx^lhVwq0CP0me$4mzJ!VU`hAPX98AOB% z_g4V$ixKO%yuS#s6HfG)+U?Zf73w1Fe7nu4g^cF5i6%{2uPB z-&y~B{A~$4K2+Cgz|xYE{KNG3N#VB6M5U7p;Jp-jhEfRCIIxwOm1$*W0wmU7DZH8D zNp{xxA}D}8vW01nSLetF=~XKwFw2}-ySIrxz)aXYmi&~QYiMiBQSO_)IC^*eT~@tH z0XT-cz;f&VZP?`>zfkWtp}V*w6Y)E!Cl{_1ILb`P!ij3St1NT2p?5vL|3%;Zhj43v zcj4kJjv@-L6ECN<7`nNoaj}O(&CT9LNt)Vi;$f8TkeT7mR^Gf_zhN(PrKE;>$t-2@ z*xk8m(VyrA&+g5F6!}>(&_?v4;p$+GNwaOOXI%9_Px#o*yoRc~Eb2ur2j0O>{HubY%pSxPRx<&d>~xMm(574SpvSY%57x~lr%C8`1Q;;Y zDg+(7iK;7oY=TKPhp{9PmWG7x5+}ZRW`N^s)|~=VJLu>o(cETWYi2T;x-_t}haS(+ zKYiI6&$%U04#35hgZS`a@}@GgrP?Ju-&K;*8hwdjgF0ZkJKigPA!5kopWT%X@#|CV za}}vksYW1?6VT{^q&;d zE*ZFyw^Q$rgq4swmDFZKU7m@+BmaH3`;3c4KVQUHnh~OT?>)c|BajR`3-IoNg+)2C zD8w8CjD0A$g+y-@%zs9mDSaUaCL*Pbz*p6Ka@yzD>5%KWS6Hj|H)5Dhx->3=@27>R zQapWl^@WtfN)X-wYGu{|NKg(w=kH#Ep*I<5@TyGX<>8q_v*x|toq43F6#P?9C7@%8 zHvcg1Np`+PvVP{m9b6pV74d!eUx(3gvh3cJy_reU5Y6e$1^nvh<{}2s)xGX@V`VgR z$%a_y1lxQ{0F~NjLHrYXX5qJ650OTNhQ2;HPw;NCMR6dw(FF1*bL?Hq(4~+Kj?_FQ{`>dJUsA<)X4&3_^S8^{#(m5QOJ%>csrUI zxIuvuaxTN+^SFFDovVCjpAY=s6gAcDpADwTcIjv<>2~Q*1Pp1#K;L|Gp^x$1a)Rf* zLss+g7{BSyb1q$DLqy~+0|pBB>vw8EP3doN3o3c`*b2ONWrTS5O&-kS(DnUZ&4|Q= zf#*%eT2AF!c1wX@zO$Gd*sqzL9mqRixEkV|zoOC)xdCl;%3wwe;=A{fnbPh0>!h9> zxHsr7!EWGxMr+(WFL(=+ZALO8?&4X#mD}eHam=(jEw{EvL0KQXK@Lv?%m4pD*jGkH z9j*P+ozh*>B_bUX5=wV7($Xl>3|*2Ipfn;KLpMVSC^^zSguu`>)KK^DIq$jmym!6l z-cNkMrt$K|C)fkX%3p@a4yerbqr){yi(?OL>}> z^{IahL0&yWhx}dR{cJX3o>R0A`!%AtJ;9lO4I%)^Z%S-Wh#Ft4bG*eU)^>H_+m##A z94H|3o=c`%qES-D^f|M>SpW)O){TKory?yEo9vDqH*0|9|L%$Z%9MbqH~PdRF-u5s zLlxUNT$JX)YP3X=bbTmWci&1)D?Y8?Uc_;ugv}(`L5bKnB181LEyZl+NtCn3-7K1+ zL|P<>{ICKzzm#e6D|Zfn_G?xll_v&Z&;}Jm`41}lY+udIl0N0-V?||m_m?}p1=)T4 zxE*_PfCb=Aw38Zb(lcJ{6~htzkMnxid)By0!-y%?qOpcVnTyGcRxA_pCmHO~_?HAt z5dE3-7OUf-r_y8uR6YhpKp=ya$ov}=QiKS#+>zRi1~CWC(xV8_2GOc90IdOb1i3=O zn4&erL^3469dss&@%$0kI3sPSDJaa-u!6RHXgl*0EWOVi&NU;-gloNEispg70%&pU z*msCNU1xL&XV<;etaBOPb{zw~=!T063KHK`Q>uG3e)&QR$WlMgeZ~ssU}t~hP3Kni zS4g-s)vtl^2Nm&J2_M|D1E8H~ZwfbkGiCgQ64HF@Hwt@~rsn~8V|Bbx<4VY5UN8I9 zA`}o;v5@~qg%u8}Xh}0x-V=&JdFnRJh}QXzTe}O$J=ik@WmgBD#ls3+WlS3bDH!EK z#-Ak1tz7iHoA449OS&+M;Zi%;#RCh2v|^slc=Tlc*wJ!_S^>UX6e((`c+6bNQ|Ty1 zrcV#l$I!Gu>TZkl0^A7hH{8oXKn(nyq%$T=i zvFSVRT7etbM~cmr#UuWQL6Ux}5e9jlO+qQk!Da`Ke6dhz_yU9gSwB-3+>&I-YC`o& z^p8~RCLz&LIL;YgSX&#v((Lu4>I>c2{-CP{n*6tJmj-)^fmzd57FP&_y{TF(aD z1!$1z?eZVenYNiyH`zCv&*Bn^97g9ILOo&6_+T?J6M*9a1Mtx9 zyF=xnx~0AX*I9Y783(JF>H_+-kgtX&7t~YlIb%!L1gMTj0pQ&G3J7#$zsu2mqHB4P zqzE#<&h$*SrKdm^UTKMeQ~e#{v$&3aWp~B{45#y*TqKl}3X!n>Zp>w0Y~s&J;ic0k zc)M)y?p~h!+0$% za5(XF68$#w3UVt65AHd+OQ+=iyEhc-aN%;UEQ^VA`x)s&tv?o6KR8ZXBgEI=al2@&1<8Aj!Mdw8-2HHH&a2iRmz@=%zD$*1;g}DWG>@OF; zhg^0vBp_jT29K_Hhu3HJ!l5eh{#~b-xe+V6q2)`p*kDg~o-dC#K51I@2iE8JYQX$Z z3&QiZH^$1k^_xQ!aHpf^dzq3dley7#U)!?kP`7dU9okhqqq*^e*r$Ej*^>VoSotNN7#_!daKdTjW8;l)raMA@A@My?J z$Kg3~e$*=$^5NFR^$ude+fJL4Mp;mTpM_&#$B+)J!WSx{uvXhXaY^rk2*9h=PY#=z z-_~#@FY-Fy$wszC_WI!b?eBQWMV*3SOyz9A#?rA+m5?krbOOn7ddwp26?;NakjO{;c)5um3+ zer870VUW`QY|6wNY+V4{+X;n?qgm*061P+qI)Wq&t1RbMOSe~X5!F zD;r+y5aPck*&qK=qE_f1vm=++z}?=dqWG z(|6}E_&G`*+}iy#Ho2Fs-PyH{4!skL3s&_C^p~CM26NUkI#aOWkmqYAjsr!*O@MiKbTpM}u!cM^W2qgS_<6Ao@e; zYLdH3V7<2Ekz%5o|jSfR;)qv+ZGjLO7vflLPKZVhm=Qgh% zpfK9+@2(#OA`!AumL^q};d!hBEM-YaNe+5TSNZz`4>UH0(#J?Oc#mBFE{$wy|49-G z0E$K6`>tL1=o8)z9w4-Ed%*9oJFvCi6XlIqAltmDCM%%vT$y+KA>^dDo^C1UM8fDO zu@bO;n~)wCVN;M3*@2tfHEk6%GD@<*Iv2c5)E=G_%)DedNE|4l(Dwr0l(dYa;yy^& zQk5oEx*&-H#(X){h1DnX6b%Go@glDG)u)x}yT7_3l~j@7`nkP((C-3VQcm%HzLBV; zGQ~smeK!)hi&)NT*O~5r%pedj)IFPy6INMU58Tl^MhmNBRJ%!gwPv~WQ$xKII!(XD zM(2Rmr2?H!r-5!g#BMk$nMI<@Fkze=u^^}#__8geiP z-?Y!(0JpR24#DhC#-icvpoHFMQSp?VnkzsKky-mGG4&zn;qbBl7Tefa*iQr*F><59 z?dy;jKZ4%{)!L%)^4H4=5gNTwKznaMQ&=SI%V+j@5CgRaEvQRV1eIkbtXNEnYIpcz z+UyZ;)}HZ?>~@rskGl}tkoO5vJ6(DILaZJ2RD1Zl-EU|+z1{t|o?)A1He!3z8tHW* z6xr59sl^kKd7o3M^Y;~VnDSO|+|~?DuiZ$-_4`0~bLgnW`T8e^q1l}fIsNo`lWpZ1 zZC{HSY7Gb!w?2yo_U;9Eaq_-P>ib&>vmr88MSFU)_`W#LJiFG|TW|OeASRCHP}6p3 zB?-#&R98n!q`gZVsc}<;vup`QX5TYZDP z_vgof6f}#%<&}dBKZ#$A@_28;Fv`2?h2(HpkD0!-`RJAuC)m=xe_@87Vgg)`|{o`BeIun2$9_^)}Cq zfPb;+Ggzj!$QZ$qgSJTpr^fZZm6EKc?c%mfo~H?qk@PsFtEOu;_TO5Iol8EwF{1dj zvFJz3b1eA~|HcIHrX$1QFjZif)biSCfjyBDJQ+A^0o~GwGsbc={7*aQ3efFk;Gt0S zc=61E7Dck(zcl@4Q3b(oTNN-VcEG_z@kWN9H7Bn<3Obj)dU9dL>vg=Q5*HWu)8|92 z_vB{u^_ORH$;mNwPGg&`%&J_$llg~#Nk9(O#7FGeynnB}V4~ z3PTZK2$`l;N%C~i@xf=?_OAT@kC(})c{>_)1<0ZBv;0eEJN|Z!R?i8?W}isL)_!{Q z$$6hLK<`99)TlN6V0yW)xN(d{&Zg`WkFj3On*fAFHBE(S2YGU?)EK;x_A!7OT1bqu zZLs@2a&2n>Z2lSfG6Aa@T3)0TyDK{rLELIRuaaW0h0tCI(TbhuxYQUJr z?{fVBSy`+ECuX<{2a0@n*Uc1c$?=oCE^>IMflwmRBMm^xkoxUQs0czLE7Cs5;uygb zmrQ5_OK;I6ms}PB?9l2CZ_{i$EDs(QngEja7O>PMkv7@NPe~-WOvAOrl5_MC5<3ct zZjKmwlYRWX(Hu^Q3G|%7vsN`!9P!s|Ry%j_5Cpf%5Q5-r@Obo96fzc2J%qCJ-t5m;` z*<20?mDWK3w{T9yQzg-q(ksurm22UG3jvl$_)1;r%#)YUDqOtHg^L#Vvq$TdJzu4jYU zBf2Z&*3W*88&q`@Bt_0o2`tmOUVmG-sDps8X(V>33cJ2HfHk7)Fx46WQR&8FK-sNR)DA|reNs7;nX2-tV zs#4~AX1v(l-Uz|)Kb9i_2Yjy+U;a9+I6{tKprplfDDPjPCqsQ3`aE;C(O_@ZUiYAK zI9#|jm>l&O@oN#T5CX-# zxoY^7)sAFOb6Q24mX2u922s~&!c4-Ki!y+rLm;&Pwl4~L=ipxtR6o++)qP^})(daP zC|65n3UVOQL06dl@g()H;(!yCc5-?q1 zhN+eD%F{dlqJ~N)=EY=mgy;U038XWPclU{}cnWPgJD+RyrX`SPPXBuV0 zGfSPlj{ng4ellI4e^NoXlyiXR9cqom3ls^tO0RgDpNQoNLwOqfAlBJze0&(j87ia< z(TJU93{>liJrbxV+MB({pG9A>R}A0n(Pgp(4Rkl7MRw zD|9N(jwHl@JR~ssIwDqrQ;s$ks+BnzvpKRuU$w2VBF#gc4k)78CI%jUW zJsAtgxvO|Wf-D6ZLF?jNnYl+SM~Q-g{)N>h4DhcFjiY}c#U8bG%sdKbt_w|`xx1nh z4O|m%8An|3NYVvetsXy=pw7z3Ab>(q%qK%hXR{gWdQs5pi^EvJaK4%PrzjvBI|O;d z^rwGRUf|$-5ysxM`5q?G^x5}7b`-VXcTo1{)&EsZaitiJfe8-kkVmg7a@jeQ28>8t zFnFlY*c$De?~aQM5$zq*!5FV|NosIMz2ZuEsSpU*9B@0$O_ZtsoE!T=lS zWJOLr&7aV6#sV*qo$Jd15wjLRilds&p55tXwoE9#<1lR6tZ{jm86k6(YO`YfLz*O0 zwIK?smXZ~21{(Fd^nA+NMal)e$vSu~k9sMTC7=GYag1cg@hpgR(s%ObGOf4iERd?e zQAY9u7m&Q;w&ed^^)KB=_`WoB)pSmcbN1$$r#^O@!zE=5r#lSpStnb1Vp|3y ze&AW%fp@5B|4v02%w+dOEVh&JC*O*3cpb)FOiXl_>qLJfVZ^VAV&R_nR133Eyo^4vT@y4D6BF@}ek*H(G=Ofn0-{PE>=|}( zPo4iA!Ka=py}GL+AG{X!nXRI=ddp|*e0>}bGdl+)sLl>DpHyLwWX_09)oys$C4Mnp z><6SUQ;h%;BbB%bKQ+Mtf1OAVeY9+{mK}X+>~nu|Mn-B36}@h;f3Bqka`4EA)aN%W z7Cw;ZlO}8u4(Y!hh?mDy^zFE~c<8`HY!8OGp}#w&C1bf#kD=?uSYDa(<22WGE{;-h9GYmJ6l23x0U7j6YHIGVlf|~nK2n25HXM3t zjVd;0z51iRVIsU%Nx{j)CVDp#SUXXU6=^k1g9iVuGr!v`Z-5B$nw{6ZCpcCP!-x#~$ZZ;-Z%4Yp9}PW0moX zK2qm2u2!f!u$JMjj_9|0l(pU&l2HYtF1TXdyK38H2;W%*Lj(h4Iz#wF2FXZr+&eT5Y{ zHE6AZyp;~lm9O`uhytAwoU3-<`6Tgn)NQ6P5+grg(9X@&I%u$rIA(JR3MNfiK_G$4 zpFdO5O1=5MbEoS2!@J!KW;P|1tZI zzP|0of*CZIgj`V0EdcTR`HI#5=n{4ZyE|Wa z`FlJ?;4lCq1d^o_&7L{gAF+fD(T==lk|j_Rt}$=Y4rm-K0hvi?g5JHv;Amo}tH8p{ zJ1pJr?7Cwz4KjVjHY{G`({B!4B|;_NZP~$AM;WM|*1*AagwU%y?(|$oK(g$yWG;I$ zWmXppU1&TAPl7k+Sd2IqnbpNS3jExfAZtqDJvb>*IS@~RSdeWIL9!g7r4USFf{%|7 z3$0HL6H2NaTP9;Ek6JKP72t@Bsa0su{2RD%b*8g*&=rX2=dW4;|K>7oRpN+IE9n!x z>kFnx&>XP_b(gwl^+0iv{YmFqzcH$Wc#yD9)!4gtm2 z`!%{wiZZTeB8BzJ@J4rwE;tJmjsbohvfW(}AV}WHe%bI0#eOs5R9Yi4E)i4cM=fq1 z0nz^fL1thNn(v@a`~)O^0)7*`6uI$F&LAL^fBG@?bP_54kz*YmsI*A9$WQf%Y3h6O zNV_phg#=tZmQ@86cxm(fAcik2&*|z7SYpn9M;9m|Sp|&R7q3iRT=;(UXL#4mS6Q{K z02vw=KS3a05@W!gR{f=)uAmYOPAr@23_ibLbj0|*aCEr?ltNgGwhq{3Tv&GmZZ|69 z$Ql6i<`j6P;R&cCYbpNV{_{Zl=ec%Qte~p^PcRYgtu}FNHlAT_?)r7l z1Z%Jx)1f79iFP-WT#VUBowlz1pexd715DHuUx3Nhxrwb1i5q{7S@H<#Ib1x zIlE7ln?!C;H_JrZm2hJjNVJwL3Xwf31eRQN)+z8Z2Wi(j4+!_V9Ci61} zFStwea9{?N)Ow%qVVfdZc5A+Ik6+w-co277FZXRtVS@RijU$)^?{SQJQ(f80&1rqu zvD-_!Ah9Gp8XDBzl4T7>4h@hXc~~;(0DU=R7>p@YbJ{w6E|Ip8@05#sd1SyX)HBU; z5f7u;McE31csc8^f;e9$lzxpi?>xzXUYb|Vi`nc9=JQH;G#iVTpAe0Yt`f_?tySf@$DZFxz-K5I^+00Z)G819Z9- zO1qul1NLS;FM1|xVD{(yNk<(viu&`BR3YVrY%9%#)F}@rQ9e!O`kN} zresDbjG*(qaG*~IC~YQtQE+LODfybc9SEh3X+8)3if#&>k}+2MpWg{oAFVYjM&c|# z*742eQ2_2!QsM|`c#G#Bv45XDs4go{-r*I0`pX{?Uk}bs&~EO0kdl^?uOsH(g4$;0 zei(p)ajG0PEb@hY4Y5N4)S7!-svWHy^qPG4w~q_*-lPszZ!WMfEgN8UMo4LB$oQo7 zq6cWG$3?$hkLjHT{4jiNVeS)#5ui3_0j}@J(R=|6;Q!l*#M`$s)Rr{SZQ*L0zB#zx z{CXb;hoCx5SoO-dQja(%SDYxL!KLKYDcrLn%A3Xt^h1vje7Lj7%#2vQ8TFS!_Mwu2 z5S&O%+>~ECj#N%g(lw z8j?(~Wap`3?kE%ZmvuooVr@p-?xSsSB+lwXZ}vͿ$rjhO*C5}aP|!%00iOtW1(9h0 z>IFxeLuolJ^@qo0Pn|^i>d;{{V>*?dFJdx$IHXF1Y+y95C~7KOEl^Dr1kX&QPb31w zd=}pj>`ir7_z68e#;tM7sO&;r_LE$#IaOI34E=a@xW(|4}8%>2Dr=F z*4fMD1jI?ebVq$sE;HrWpSBVsaE=91>y?65qoW1(iv*F4hegz=^MerKx9#g(#Tp-# zL0GgJ=^^;V+7>nq#)8cLD!R%)|5__7Z!Pr z4E}~yn(4&ho!vx~8;`tVKb&a^~j@#M_yL&jJ^VX z`H2V>zml$od_mr68wL3?NH?a)_~*ol&B$9UZNp~mbEpzHExMZ-brPcgwwefKz5=1i z69#B?hX<1><-HRIcJ)9P_swW;Mk}5bXLG!Bw)dQJ+3U;^mwDSC!m22Cdq}n=i&Agp zS5Dbzs1^ff_j@+5X?>0EL{peDFl3J++b?BQk!!BvFcZK^H}vhpx`*Z;dC6%c)o~Sq z@@dNa6f$*Op6~+{3p^F#frlzH8oUYlVuYpJ2hTgSI5RjU@&kEW&4~d z(yQgj0dMPbdWhJySRF`VA@zhh3od>0^GytdH@_|buE2gft<}@5vE5q5$Oc{oAT-Xy zF@+uBdQJkn`ENr5!B9j8`>~)f9fj_NP0WnQN(qjF{AWCVj{byIdmBr~!~8DpN$Q^1 z3^4AOpmmmVk16GVZ`B+_`m>(D&j`d0nLTZrs>1ke6w$dcGsJclWo0hCsZp%GpXYaY zZF8D)`@UDmUdElTAY^0dA;O|T_2IM0_{qG|{r3+x;mIkT5s4Zm0-mhji78xB{oLYV z&Zh%P_9HGN-WxS|6?CHa>(jUmu#5aoAG^{t3z-J)SSTI|wXikzmawT!gN0hwTg1c` zbMvk?n|noD+R3PkpJeq1If2B%EW=WiiUG8R`6J}^-iiiIa&D}V#Z2iFwmbkHhH>d(j zAn#<{l#Yh#SAzJFeUo<-Zxum_{Z#BBha=S_`k`g)2P$6;oDjKTd2L56_uRlRk5G<0Bj`@=^7X_2BVnX_? zR>U+l0c%oY-bQb_%k`cWXnN{C&(8DmT1ZR|cA-b@4&aF& zJ%FT;R5UC4Wx{+mXv)#=0=cA0NrEitdm7E#i_G_*a*JJmFCE-IjVsejRfeZKZAU_Z z;DCsxG@(Ct-;13@5N()bF$CM$*a-fqwLUzn#7U}efql7sC046`np2j8Vf8_XgtMS% z9vk$%!3o**F=|A@c6Q&V<-Fgav4J8DV$L+_hAi})19fMg31R7#H6>x;CT4*S?cunq zWn>#e%tY0j)#{*}HM2xy$t<7wp{Cx=T+NEjUeX~)}z-hWUAx#dK_2?ul(L$s@UoA2AN`EJ@zB`(ik zxyeE;=$$HiYsgeW8utd<&NG%viC4?*_-;#naVm|aB{tiNtxhj#T5Cu=-&&=~*Js?l zg{tiJ-084@f9d->nooz*94htp(jkar`-xtRg1y^qr8bpAv!XUwg167>3UN?t%%p)8 z5|Met+4G+OvoChtmcZtRfIxbb_~o&@kWHOEi@`VT++&tZsWS!mYdajpY?K~w(g55n zOr$1(neLSU?}`z&Hb|1x;I84lB0SjYbkT22P*=2!{(g8ky9RAEN4|K-dN9`W`1tEr zscM^b5@z@KY7>mkMwm(5o(gNCmvPw!|4s7m7J&|LBV$bP-~^1dF=qlfYMyu4wR+1c z4uuvq*nSpPy#_vV$}ylKquAdOW~5#!Fgei&3`D#WISTkS5UA{&Qz!Z+&oS5?uhMaZ zYlRnC+54@eU+$JiN5uWzN$R*v-4zf&nzL-iyw4B3?$AbUpnXlxA3y9k%~J~k)S0Pj z6pEl!rLT*`yA!t3CZMK()6H%mB+*C9V))xVzfsxup_u9Jzg`7{Vr^%pgNE0@sl!#7 zvh-I(&*u0!ff?fG?qxFbllSb;H8nLohOqD#M@(=bu}@g1w!U1h)LY6I@$mu! z;ZI2N59iO|y>w|@rXu>??_4G2B}54y3)kV9waKTD9+191t~px2>(yPu|7=Kpmhb`E zCA2)_(KYU4Je@n*#L7V!f;uAnIWp34m3X8MI)4Q(6im#OHatG93)(`z3_jy($`urY zH4!AVGRV20O_qa(O68=0P{5xt>083DWt!SZXl-u(d{N7Lz3%U4#TMxt?fqi=+3PR> zhIJT!Rbt4gDS>o1f)Fo0D3)vZwh(QAtFKUup{fW^-nUS)tROo^J&1%B>ts)D%(a_1 zDS&;2`slkEOurvCAT^VKu~@D&FC>t?=#h-mh+DNO($I(279~=s1srOjnvPWWXoi=QfcwQ`@;Xk$}zWE5A5Or4;&7vxB2sp?D!8 zgA(cCZ~^M=%-)>x>7=L^V*D1tz`>GBANzM-8QScpoH%&}!s<-J1MyCY>YQ438R!ha zKVz}k^w1Q3?l-%PZ&1B$)i_-I>;UOvNF01I#6~)yR%hOgfuNo+t81`jvP<+DwUxlM z7g@<3$tlQ~tob^#6DihE|1cRGWl|9Jj8>-VX^O7eN^&(*K_%yn&kFGnXE&cRl4-6LvB1P1e($PQi|+$FbBBD&Emmo1DH%oY zsGl^$^h~yxYnnFye9S%IaNSeY+A?#jH=B}(&x6R{P9_84Z+w$gm4XQ|byCA+mF|aQ zquDZA33(>vq1ERcz);F)08h7zq;{@|?L8JU_|n?n&7P(2_S$zsXtsTWyD6v~2W4Dtj-A7NAvx*wq1K!POv)mU&%bQ3 z@9W{mbmVd4G(Z|-O8s@KDqAX>!1MNkBlEL+VBTS3sU6$H8=NKB#U@TuPm+j4n|JOq zH@2oh7Y|}#wQ=)387Ljni-(X|FZ}iX3+32LOJ29dW{RrX(*QH61f&Cb4PeFoJpFa% zf@)lnUk$|vWS*>lEZoWSd`HWhs9=Z|i1#Ww_c)-d8k)fY-mR-3`z65*$k4V+$-QV2 zR>*-Qt785_zy4OJY@g`#g~QP&6(Fi!1&^Md4*kQKt7$TuJM4lSr=<_L`mE{MAi5Lj z#eS+FvXc|TG2_nW(D?0a&P$6?w(2SFtxj%`3jUIj2l>%pxAxl6|4FIE7NEGu<$y}!HlIvwf1UucN} zJE>K7<_`aZ{Z13K$kN_flA*s;U6Jx+5!7L1FYXvGz7RK#( z0W&E(<)7Yec!zZ0_rU=lfAf0&oIJ8R!s>=G-7e{6W?(nb;{=~b;95mwh~=NTYh5ya zS*8mYo<0M<7b=MO-{0}f0)9YfHxf#-fqfE^H=e zgAO4vK*(dWk0LQLDLy{xIYmq_@#t5GKzsr^eOkQFLQ31x=zf(lj|P*x9m*7F7cFb6 zs=mJ{I9eTWbw@cTA^XncFZRehG=z~Ib$TZ1C13wchwdm4d?`fhSw1GTjw%02*J}AH z)Kyg7Ud*Kie0GI1TkRVu6r_{PMAGEj9<2xp(}M3sCD2d-dfAtny>6KHeHl<+0H?_u zla;{9Xm~YzTN?}IEbPNTIKa}?PHmrwBrvCiJ(joF#by8oxm>Mhq)DPq0seq`JK=A? z8ZM;vbI+GGDVhoC(^nvL-~{P29GKycRZ7CqqwWAu>tqKYY9tDZEt_3KJH@Yp0w7F` z%f2g-9@7&Fu!h@$u3Df|w+}ECV0%1NU{N|GXuXqVZGC;NW%nDT*zpWn$M*Q~cy)k* zzCK!k$H*%n7Cq9YH|DEI!&(-w?=(^62A|*qJ@GJCic3PITD5dmdzV zbu>s?`9A#i8DfY%j%sFGcJ1N>M3Wa)SW@4}Kr35;qjT^5@K4R#AUrU{bxQlOi$n+I zHp3Fn=zBZVq-SW?-N*u?Tl6DZ;LJ1$zN0sM_a>32e?E$r7u5C3AhhL7SrD0h(}S1E zV;P2A0gX7aW2|0jJA=R{ z8%t(2$o$O5WwUss3Sy}C(PZ2dE;yGl0cN6p2vnR3@@5D85GnE&`qL#P zDwlc9RhUm5%pZo8RwVtzvRPDJeM`XMDVYb(rvrSur^k;w_m&^l;NMnhnS@lvklFsxU^3x4aT+!-4*m|l>+xaj2{w_huoVhB zOKwZP^%*g;64WW4c)#^>3U&dyN0A9xwtu&XC^O>kU6dLtsjUk*CAmCr%XLq2@Kp}4 zmS1(?$D+3O!ijEs+e&=UcJI5aCXC#lI$?_|vox5ZFQMRl8S{6ur5;&Z?Kf63Y(oP} z?3in(`kqvLD>?12wlcr9C9VX(&GJm2%10nrn$iyq5Qi}!bKA|yya*BK@B|rz=qiUY7IS*v;Rr< zHy}G$PLS2@0G1!QdMfTRi8q=hW!G#ahI6quhq=GdWHK?e3&umy3m-SZLkO2zeMFb5 zvsFUFp##ZGc5uHQ;#ZTwXEK<LB^= zRW|3vEl5-K^syYa^plal3u3#Bd{=`d5|BO)6mSEpt#m(Ce=nvoqbiKmv&8UV z?$BA{`|COSckX6{-U4O5lmejJvbCBpnl*TU6P2aCPtuYY@UGFybUZ?E$QdcaX}E;n zh6pr!tDlE_;=+G){!7g;>GCFFWKU`9-VNoFguD&PJ%DZAM@hE_<{x%7DzhSEbd6l| zw7-YZ5ny2;Z_nG7ybj#T0J<{u1C+Lpfts15AUCkbGv8B+pBSM0{(-*dR|#Vn17wjG zRX4v9sAB)`g`Tm&SYp{h5H(%v2nL=Ype)%8HJwxQp4yfPh<&YjC+BdJJ`bNjeVDZq z%p`t3bw)gWv@p#nagU1hd{-c}>1T`-lIcl_#OL%hWo9J@oYnwo*YlOqikcXa1h@Xr z(`IfmL`E9i%iNj6 zlf=?qdp@I0fwu(+&@<#Wms9KUVg%NVQ>i`y_Qete6N95_Kl?0!(-sf}3gqwP>Ez0* zW*Rw=hO@QuUl0pjF(Nt2o?tc?(<9&E!@l$B;&Sx)5d1nhZ zXc^aUc?sV*q#+!X=;QXnmCCx8@FsmUdyA%eqY^z98o7FtN;DgKQjz`KVR9e;vM=G6 zSebF`d+Gj3J((7Fnj6n__lM%?AEl;B0v@zO-+O5Qi& zelp*H^Px|f7r`Yza)0v5msZ@744xtvMA{SnG+9Oo1Q0idel!MQ<~s-R4Izbzq+i&& zS@I9}{hF{VKthTj*YCoZ33$xpTx*!<97-S@2End$McqWGN`;viG-hLV3P@4WX6`f4 zv>2C8cu$w~<|y%Z2cC2v!kQDo@PG^8uGs?%<3Rjqn@&dCPhB5Y|9qaw#a)XW1vgUz z!m8YOJXGt<&kANhIUQqG=Xe#2lJef{0$9V2$HLS2$?>&CA1($T3MI0ur@VW2d{$3# zN{$qBBvegdCMKj2igKAMqqEbErfTQK)fo7)bi?~*$xSd=?kUh4&+joD42;F^4;BCI zct|8LBts-v6f@tL=R?i~b<`7Mo$jQv3jOZFrcCNpn|XRb*j45~@(-UUU_KxUvHioU z?lDbk9MXawPm45)fefzD2;YF@uW35NMlxpwOKmWSSnhZjrF=+|i>+VRzS=*cLANoq zCvIk&|3XN6-8qX_oGhiPSg@Xb=z%*n##GuI^VZn=_-TT%lCMYdLXr_CIM@H?5LV$3 z!G{RiH|J`v?fPQ=#&2ng1cihS?9*2(4}KJ0joXu4Tc{H0I6W1>_D`BOx@-psK>I=- z#K^de0SESt8G2|mbRC`Zk$LvfA)( zR{s1cHUOr-xN6M(%4;v;Qfns47TqB+f3(_bb9J(@{AhoA6TlU0=Ifn3t^?XI6+yQI zp+MvitijdfHb%BS46bpf%Mb{N<$=U@Qqqp%166?Uox!65dq(C#4#kS;p8vbHg%X>O z4B02BhZ{0s>RvSwOR_t!>;y{>%75mvZ`rF3KUJecHUxnuKj|nG^uMD<@Xs2&nL1X% z!Z7jw4#5MfJpcHKp&Q1H)6>1~WT^l;L(K(6ZfCoys3`{|4Yoc>#koKKHRE-TbXKtl z4gF3dD{U+_Vr@QeWO~^jFn4t(EqlS4G91CzkRRmjt4JhoPXtIV-z&rQNkXGhZ71r$i_8>4Gl9E)eFvmxO;(J0W+)*nEPvz)M^;|0`1qLB zLpVD`aiIbYqD8X(h68Jng5+gfhy)}6TGC=iXB@w>W}f3ON&_Izg@;P7{Ntz)(p^@K zAK0%p6lPD#4XfoK~?E+fG)e$CO`{D|zD`ZD8;XWQrlz()jChs*syVprO%P&<3Ab*ne!GlFF0J9zltqYMWhqz6&-(OR$x<8CyJ19-I>rW z4g3OpKW}EuOh2A{Eo)iw+4%<}HtKuOdVE1M48lo=Sk=jBn=VSGoKsmhD!p9AcGC5K zoZw%suTqjy3Q%Q=_Ogo;-!u8{OM$&D4P!YB&^6rwz^wqeZ((aIc12Nzp)mC-U=|;b zoM{7i=rN0*XG0T<+7y21r{bECu>+`VqX}ow5;k`9_mHh@*ics-X^eYd%x*5nZzhVxibSH1i3E~a1!|0x5c9bZ9eETqF$JMRM{P|coGc+ zK=h8nNqRVak1eeXau4XxZ3^k9@?U7#xu8PMPCBz&FZU)tzzW+QlgYhBUTupqYDyb} zsC>`5dBN4js0E`do$S9T%@Gb#?)4tyaBiK#%*Qo~HCp5?w_&9*Rh8ARm?@BF&9f_l z-%zDMC$@2u8@kY@?>XUj;s1Z5u)?rkPt$6 zd!$mat_?G}9f-+;1Xc!5QB3dyMN~Z|6LZ6nVtyPPNmm!e<=9`0AhckY$rAD`X`ew# zaN%=&R9QMp_hz+C?+wQJ3+s#B8Pe%0tMU+XYec~Hep4?X6Kj9@RkQW4=u0O0<`fKw zzFLI;Q2o2~<}ObGrU;@m629~y244|*Txb&`Qxhe-K#t3FNbo^)u|Em|5qBfcgY?*D zhl8A87iktAQEJRU-^5}EC=7a#&TY|oT>@(Nx8me`z^7v5SDu+cQk8c|c-pTNE3?3t zF?T(LZrb4TDT7zwch$-IuZ#n;xX<8#vV-watqV4Ra285DLx4IA49IY@o=NYvCcm^T!oAtE z=&B}0G7$(`5S|I87gbQpuM;({nUcK!s=yYF@Qj) z#`8)bpniF&{s$oIsuwOYb>z(n(6Tzu=KNoLeRW)vY1=lSv=UNENk}6Ih)9=&l!7$E zfJh4{T|NehF3UWGS-HO3>t;k8yAdU8geRJ6FAO(GxHX} zXi?PQ#$mQq(73j^(xy8=B&nBqf7<(MzTbL`J%We^xfk z$)Un<1JqG-qh_vzT6ycP&Y;hdSsh=Gl<)&4P0qE}igNNec-8VZyr~>vvI4r}`G|3v zqqAUvF( zA~*)CF@~grdRF%(jKS#D52dKCDe8<HmDzmqMh9lwbBC(r=mc$Cv4_S`RoEhL zl}uBZ1x=QA5qcx){C10OY@)je1~nXnTn_j8Qiw zUxi;;+gR1{yE2Iu_YxB5;z}A}y+E(9KmCxrCQ<<4W6G>(H2_6rQUfH4wo7gLMjHbs zwAbF}H0C*#=$nK0*UcMgso-fN0ZCn^4$$+^3^aEBYm8OTiXWSkYdv~q_s8v#`{-L;H7$u zU=SZ84W!0yf-%*5GSu3m7@A89mY76kLR5^nhe0H(=Ij_52+rZ2k`eG^m%cGHaN_Yb zQbUcb1rkBMMNv+~uCmbwp2Lu*Yf}2Kexc@=!jRnn(Mlmm#C1LaI&J+z(<}MH$2`^b zx>tD14&9iJtJfF|hML0QyQ?FQR$fMt6+cLr@$F4RTP^n=>Epgx+Za#7S{qW{cboax z`&R)4v_=7$iuD|i=sBgLr*|}|(!Q=yp_BKJ65mbTlP_WcuM-d+YM{g49}^zaVMmLN z7&5cAFANv4Tpa6m3ARB)zgoFS!iE6a)Ew!0SH%CKQ>O*PkgS<7HNGrX*i}&4+{C^&9IUIQkXnD_%X1gI{*3BAZ6u{Y(QUAUqg5Qo7VceRRB1 zkk!T+FY_pzFW&j!$oK04;Q-$Mkn3^mi*{NPB~;9$J#i~Z;mfnWLFNLfe8asvp2T2_ zl%Cps>aM)1!=WJ|X)Vd1Il;h$qwb5y9ZXAf@7-Zg$T2)lfWMcfl<}eT*zhY5#Uydx zUv3i3~Ay>di-3&57BVX%@a?RG8;@6^9=t6X2hN8U>KrERsN} zQI%07K^2k0r?I)Z6k&O$t)~=FYwJhZzv7;GAyP(m>2h4<@_lTP5e=eS-A>p_wOg9# zo(D2^qNsHJnCYjFSuxJR3Ghn5qGGbTeP|;QaaZm3QAmb{Zv$kGMYGXP3oY~b24HK- zGJr2r{AT}XW2S{k%4;2U@`Bd(6Jt|v8lPR@uY6^oISc_T2VZxxl-k~+7aEAM-DJwk zH}I$^4xPHYyTevTiqkh)^F#Z4dTvg~M=t?1a6=l@IZa+SU;mv3qxZ?5>^vVv<#Tli zq?yg%9`Nn%-rK+LIdwR1l8e6Vn+toa&2^wH?Mc6F%yRQ65+SiMXfR&A%i~pHTrU+6 zriX74;T!!f*Lw-E50|#O7=yX)Wzb_JZ~*u|6yebfGqSX!`Tp3qJ6r9Y5dO4}$ZVk= zfB#FvMa2)LU4EHmwZ9N6FwjO*U~8R+UMt?u(RtUT4r#{Q|HZR57j!0F(0y9hn1#S-hs+&F7{%}-tUAi{u+E!&k(6(~hxKBdTONFD>O zo7Rh1$T@^(k6>xW(dDm9B5hG|F-~1#R_U_ZJ+}^k~ zJgv_P5W4pifc+6vuGIul2QpQ;;|PD<+SlQ+7QbD$ss3~puk~?!97%48w(*HIzsGT1 z*hJiW252itVl_^``!+I|USYxD<8 zp@Oxbyf^^8W|wiB*i6o>)V`AiV}2t@@*&*IAc=A_+qHn=j2McY?saYmgQr^Ten^6} ze-7&e*{TS%ywjIn{u6pen5}N7Z83@?ImOID9BLVqo5YLjsOae zrDeJ;Vq*9u%woBb)~_DCr}V`uW}FrI4GC}#%*cbGIukeLXpF&bA)OR8W>-N_*h>Y) z$iT4t^~$&E*8~9M4g+xC=<<9jA=KK~kVLDvG=KN6syn~f2y1z50|*{+z%CMt3fLI$ zsG)g_>7lD&ORemcvkAMb&+@0gC~-9W3^FRrh!7jN4wD1w{|riKKB_H*gtRb&YO54e znT_29@qTm>z&Ur7A@BBxm{4msN7Bd-1i%)n_w^Sjpn2+$CeunV4wVc0W-MSlgLo33 zIXzqEFZB#n+~|uJ$l2DG!&n^RZ?5&M(2pYGWm&dsdk1Ox>@**hg{0QA=w+VfB0op# z9M>xW80s*1l+MRYq>0+SY;@<lO~h*wm)n9WbdK_&V?(W zlPMqM!ZtZWF8G**dBBT2dQy=@UjLE6a38*c`si%-ANU<|G&8A(7~>a6H|XD+(<5#HD7F?=x@q4R?5vZbUx5rmC@9Nh+sAG??rBypf@yNElKCEEVQgIarG zIHZ?N%niXJV+X0Lv@`{sz2MUO`te z0S5Y=t|fHV+HlGW8odV-vZa=V*trE}sIIrk?g-lap zlarG_lP5A1onC8*!E8+J$f0~XwSQzvqs)3ZhG)#TuK-o6?(T7)6gLmg=hT67`V+s@ zfHPV(na47sF1kqkK9AlfK|%rotmvcE*BlCv*wvQ4)#j;O4~j^2NUdt~Ga^nX@Oi3i zgcJH24>907v1@MhD8N!@BvT5!k~yG+sPu6`Qn#+1ukJO+_S@GnD)j<*7Nkq2uGtj< z@s?LL69`STA+?b?VP_qdfs$c8seO&XrB}wB;~e{Jb$cb(6O!JZ1B0Dcf3V9EN~gS9 z_K;@(9qXJ645FhWE6-5&HoSM`YQ#tRQKOC)g@fKt5}U-tvoagE;K`jd*44O*{pNPQLl_NqhnO|S0}EI5 zEosymJ|5k&&Qk*DFK3l4fo7`-2jC{g$$u%oKl40;kcHdFm15(;u}u}tT-dbRd6ZKe zrlxE8bECOODXs2{Jnxs0+fR1o>W)lo(TLhNpvzlwcQfSh3fA)f&hbShFDs(ebp%Ra~q`$QR2wI>H;zku0LURifdOVeGYKs!CRFfYJr%cB>a3Xa z8}7+QPk|rq{j&Mk?3;(z>wXXb$^JfhD?oUNz;5kra!BYjX()WsJ2e~TwPAnl?+8zB z@IEccC6u%#cvD((8^i7w1Cw%KkCkMrwbWz72CSo`?qE#?CA)>M!-W)(PtwIzMq)!5 z?6hYQ`{~!^6&s*_c7*#sshb+EynW>lG-;qTWXYYsS5b37ZBH{3n zwXw)brf_vmS#1G~wq_Fvy$hBCGdFAMXi++I4q3xSy6N{rUCFj^hi-7I7 zdM9`pvgb&#Sj{_5_}%=At`3M3VEo4Va%ZVG3|Kp_%7{ADGXnBbk?!3F%HJGN&;ds1 zUCZ(!lOk?q#=2C*V?3+y$sTZD1Jg30Y}n%gK*Sfo)bz0!ROJ(5T_!81%j9x;)OfZe zj!dO~=GvJ`N1uRghGpjDUd;5u6b&JrE|h9bzmoVxP-epQ*=QtohLXjlH9>PusKuRK zGwyIH9j)j`Gy^^@p%f-A_Iaqwci9|0V=kx?!d~xFH`#eIjJ8Q_db-dVET^D!sU(2YxTu5&V=xR`9vmkoD|3E8E64>S2A?#8GOL@dnOSf zAaxLZ|Nfm()lcr)E1>!5)4I=D7~`2zaat)~17Ku@52|s;9eKq@u*z0lr=vLe&#QnA zwju4b)DZrDt_IEYk08!APKWES%<@@|IWQ;CZbM$%-8C6UuLm6fs#hh%EY9%XImyqI zBKI{B95k{udXCB9%>^|<-MfhMlK1E~P|&@a3*VA}W~h5Xc_SP4fOJGns{3S*4%2ed zXJ$DlvzQjlAoMU&;B-#DToa&18l)f6yY2&9NK`=EcnJ&+>C$9zTqeEaKNBwrMImu_Z>AgCWqHgR_HE`uM(V{HwM?NFNyZt%AI9IKWcBrIpY4SY~*mqs^RXRCI=j zPB63k*BTPY3WkfT*fI*dlO>#I>zbP{1Wr`H#W&FGQ_)`StV)AB<_POpQo1HNVpUbZ zeEGZN;&UsrF;Gq(z3JstlcyLdGOAL=n#S@APk(sR|Ags0$}A?&d-PgfZ+2LE?dJ+; z5HDk6Yk$TK+j+LH`!AVgF7lzFWs|t^=EhV_2>!XoCUZ4IL!ln1gNP!ePD2;ayTR}? z3O-OnSYFvopn!b+$Z)8RB*&GSwt_emNsu{t<$(;t)7kC^GGaJ!(Zu?3O2+qDVNeZ8 z$PslF@#9-uRYWFVz!qts1&1*;`QF^9;@uy25Jtsr*iLp!W-;5?K;_4uZxB|R6sCUr zrry3TDMo9LU>N(g25VJn^4e%Fiz_C5dfMX8(!G|tGMw%TC+(NrfA>~syr%{Dae}3? zrN{%C*q5L-hXW&r8YeZ*zt1e$2%8HOsFWeJz3y8ve4^g2KXPvlelUM-Cl2kD**!0) zW3nQ80&CGFo#9u4#9}h84`Zf5-%)B5)o{go)(A)nC|r27{KzyW8o}UaQAZNLCNmhh z^_&E}2KtAT1NWfbfsI5$6}Y69G)?xobh3xdFlP#*b<^r$9| z15W6c>s7{z;BIm5vaW*&<-bUCnHI_LTB92l+m`c1m3Y1(nh99JPt zV!{2)0&g#TD3=&0!lBv_(jSfCaQY8jQXfNFbExN-u`^Vc-fL@3@P@*d6p$}jrj+70 zfjZ~vr^jrTKzn0Gk(ZZuzk@X|k88gF;9-YF;#uE}FkgshvPNTd`0jE)*9}W!$n!WD z%(wL~6h&rD)lwO045}>2A4wc>HvN~^opfV4pf#*A;9T$*xc&hA__>$Tn+UsbRi-k9 zCr6e-tZ?AN`}fsMH+&w0M9n5IkF+eF?Cs5z zWwPx_&6&oF^C-k!WMW(({kLXNAHiTVNFE3-=3Teaib7^U-AsT3$CKP>Lvk=XzX{r_ zhO3S_unk*g%g0r}{_^Z6bZ%ITX!Xf}*p)bB|yfLF_{J1OEj2k_7W z<#zq7_DFb(5f2#{-Ml|OK?g+v)NZgCTQ7Ecywl$fZs=xNdjE_B&0|TkpE%x-5zInv z=o14C*yc%gLsKb+{(68&#*id9Q7Oot{w`qcoDB#=lNkjGf1g>tB2X;G&9i>+*=%(q zE2h;6iA*dE`v#?5hwJAI!$@_qVY6BO2XDKwT{FR&-1;rC zkq){fH#~|j3rYyJYn8*F^svvb_qJ6+$`Ik(_6C|Qh}cNS;-2v}wce*vg7aW1HLv)d z0Xu4gkQlzJ4SD=Y&oqE_0fhaHWj$?TAWhU4t?dVaTRV!rql~w{aAo=r85_34i3o5hDM1bScs^eph=foWm z*&(BIfg%)VUO-V!SpsRDnWxPEh6ZjJe5at<6q5eUtExsAz1A{lw7c@@C&Ig(dpf$4 z=WBZ+IO936SKR|5h;fxKuB(M&mFkesisYCUUL}ar^H*j;)ITT2Fi8YifVZiRKi^2f zRqUrXG?y(X*Wcuh$RG2LDn=-zgLaEm*1E%M)CVda3&QZ<0F&GM{@PWcW~BIfL1h-R^of!k6na zAIyIFl&l;L-%vw!XFR*CfY<7dq&|mH&dlj>gZ%r? zR}vcn-&@HT0L{`NF;D?pX1=1fJkaEy{G^Ylv+x&#KDhx3sn?gDTLx97P7_hGu1h#1 zQ8M4glbH5MoOpdZBM5-SPeGM)P#WacNk&F?piP(s%&*OYOk*wC7aU-V&} z%nnlUOeQ-G{$@sUOQ-8EemPO*0^RTeSaZiz>-+$+`i16gC_Z-Huk~<=2{qHw#G|>d zfn<^PQdsWGXn8dC-~-?!6NiVMPR<1EXn*qfo|AKGCba~10z6%alOV{aHkz98U1qr~ z>sLLw*@(r3fvdj>19uP%L-bAY*F1>>TkvrV0I0`xq#n=aqhS~a24r91z7BQd&2h}h zy+=@mrm%LEFEC&|e;f9bMhW-`?QfBOzD}pxE<|~^$umMF94IT5%#}+wq=udm$6#9A zmV{Mk=z!fzHf;1mR7V0q=3g0C#4pD+!Y@)1vGBGc_ z`RXb^?QK9F0P(*VwPKQD83MoDV(~%sV*KnoJB`9M^HNjsZ(Uv6XQvnj@9MgtjcKd{rHm$Mng4AXqkkJEaChaKIHBGP#Qs*< zbS7UJo-1HACJMIfJZegVQ*4cq9%x(h#ezy!#q~x@6&)66y)y_*37e*N0=DTMmt#gX;<8}|bkUgIbxy68yZHW~N(9KNb!fILDJ>nn zvZ5k8EnWHYvC=7Tk8tquF$eEAf$-yIf^XfucKz#id+(xJmuH=P*F)r&tAb!}nqEz=xG?vc}1-UNw{PVYNMVyyb4x zt*5gJfR&OYUq3$>)!@F|cJK>Kvv*hXkH98j!p!%FK-fLJ*j?=~WC;iv9mmd_UuXcp zQU?Yx{|c~(q6A16<>ndu`9mPu2qP;~z-H_(HXa`HN(5$9y(x}Zy^dUq|8N1KUHKFt zRxCQok8?0HLGizL7|ffR~PSTSJ8FFGsPvT#K+0X`#r z<+Y8TLRoMEqRzAUnhW+zh5J_5JHp2BG9#FfjQpX)^D>s+4M9i+eOGr^c1iV{ycN5C zn{|^FyA|9$)dHn5`l2SNOWFsVT>4Z2#?)WA8n=;;`qp zG&RpR9UKK)LD_+{da0(Payvle>E@>ip|BudXa;$$*fOfR-J`|s`C07;Hm$0R<+uw*e!c!&P zZC}AeZ>OYWWL!*0NQe{?O3fA~8v+c{@oI;}97YEbuhV1S=P@xuqQeN0pp#vOYuwz7 zjzj4kdU|@dpO!vssFWzstl^p`hKpPsEj&bCc20s+%x9gw*G+XwrI z0EKnUa@rN6GC$Up;&S<4cOT`V2jjCJ&J|TkZ>^Dn`Ib?5YbBu{8Pt4ocQzG6hdDv5 zsoWPgJ&gAcg^ylrUjVxRVJ1Ng7We&HtvhRjKbeHG9|*FHwmI#!a%z1ZD}h;O{Wr_c zw|dse+^#Nkq5_mVT!lS@tAB`oIq2*RM#se9W=3h9LkjM6##Oc#0qQ(dE^01D7=FV8R?SHMg-I5%oTD5CysAS-ZHigFSBLqG;Q2vLXEa7MgXb7oRn$+s%Wd^;O|DbCOG4kK(CR6-^LD6c^kNX&q8 zHBdVNPP-y-=T?=Pp)JK@o1f)KcebLtEP?MdYr;$A$t4!QrJtbVE?u%(uRp#2Pzw~z z-`^8>8Mg+?Vm7Cn2+Cw`Co^BYN(n-|*iG{ilUFw*Z6egQwRgKZVp*i=f%C~a-Bjk~ zlews?vt>=2+mD|c0W}5P+e?y8Umm$MZQRP_Kg#sq#Fsg(In{PLYwRJ3*$>V0mTaGIxBKX)>k{IAFF^rS_#|3(H^h&~Q1|zkAsd!xyst zomO2#V;=F!be13Zw_DjyROVTclc=I%6kvhS4I8oxG$~j31qE+1V;p{=m$QN*L2K%C zW!1=fD?cfU)sMuq&ZT$APEAEc@y?y|;gOM(x%WGm>VD<(o}U3dRs;s)Ve!Emyx=V$ z3{S7jm)@)o3tPhR^=|=o{)XOf$^u0~DA(IJj=Mz(RGkw_5avb6pI>xIpjn5@>c*J9 zBc)teb73%mM**;Hf=mjNxtMHN5#?piZF0h6Mr@_jx}G+Y4owZ3R3P*T90XO;^aE4^r&>1H%Q2Jj zCC>BwJyRE@nc`tTUKi*51Ktv=uW6 zAi2Zg{c;kFr@MP(yubzV2a8(zwg>Ptae6jK^hq7*z^VYTVqB9^RfPCAZBpF(;|Z<9 zvtdpBWG!fUFsjT;gZtbB9)%j{b$L6kv#rNpo>P}UnGhX%r??e?C-~|=LYjPGb}_M` z8}_s%|Ec!1kpdpGJ#WQ=b@yx~Vx`LT@}ehP^bZc(+uP?re{{d#<^3+jd$@Bg3u0l- zhyT?q&pcq`&4FD@Nq!ChE7^HGs4O!0AlK(I*mqUwwm3W_^a*wjVn zC-*4C4R*BU0WOd;LS0B7`=jAULa|rGI;y!W-*Bo*6DcdR z=-#U`GckFqeepr*>3K2SKzMG~;v}ckqJ8MA+^M!_pxc?62v>cZqo5K7ziukAAX<f? zjQwn_+Mgi&RVf-^dvfSbdg1aY!=r^YrONy4`qD8egif9@P^tA0IV(pNHzq-{k75WB>0h^qZ-2Rf2=N)MtmPCI$1lNwv;cTX4WlstksG?F8aR*F_8COn^wo>`DSJ`X-&9|`N=+pJl}d{4(#?qmP`+D% zLOiXbiTnP4v1JlWb=Oco4W$$o{5S`K?8ot<+lVV3@b)u4OnWez4gMrQ`Ux5-#Ck#05iNx zPFVibpKJF+TlWw~+u!i9WJLNaD`hlTMO^55`i=_Yx$m2^f1(E3SHSfST87JH7Nqpq z73Su747T+j%G7wU`v0uTI`o&BuHIe#@h;%wkRTB-Jr5USqhy1-_}0R?n}tq!0!eZM z@p{w6!*i5RJ7xnV)8i-lsr5`3IHd&`+{QVj6J`Hbp_J~sxbyvU?N+1n5)~lty9;d- z-=iYy`1} zc0LK0cW`iMbY;HLMp?SR3z(r#wC0gwaWeo20fmjp}n&fn=6js#vkm6?Wm`WK|- z4#`A?Ec9;f42;EOJ9^lB-LDPYCx0?tA_rx0V3|RvX*<(q2!hYD>60@b1mljj!apY3IPLbk997CYeZ{iYEB-tmEIM%+2@-Q}Tg^R2C+ zr5BlQT>zl06}B=uI+~4xL#gU29U-W`b@Jj4eya0p@~Hw!Psc?129; zJNr2d(dg+E&kX93gon2Pm-Szfq}ed|$0UvWg~Qhuwhi_{S2*YQV4j8w`;s02u_*!` zUKfKva(?YenDukkhz79E?%73C{gG*yXjj%+9!Q$pGW`=aN#y|b<*GGkZe$vT;M@ z_C-&)Y4K~^yk(=sCf9M2(70vV;SmYgoVRw)uFhU&(Rwc%3#)d5e zGp2N4?AiR|mh=0OdiSk03Q+GM*EGD$@0>J-!t?SL%Xhw!j;$FM7Pe6TSsQ==vq?jK zW$W#qwZZ26udRRZHG&nfnEnSABYBQMloUW{GX z7tm~pfA1jv4bupCKB_f~(hTNd`rJzOl{9=MTosU_hEbI1dKu<+o`KWK$g7fCws(D! z;wd6hfP#&kM_DWEI#a|7PU&k!&3ZKsR|Aj{UsQy|%gfySbo0+c7Z#68Bttq%fj2}5 zzK@R^fAY()t;x;3cH4a^)@11Dv4s{o)*-Xk1-JAAnDE%Uec%9E9MoU6s{LRWN)fl3 z0i?wV`>Muu^F|NSv|G+(4Gj%|O=;;#W*@heR04Q&1yy>&zq!cv*=TVhXvVyHQud`L zc8u&}gTQZ(jEc&52(!BL2lYlqLztFjVq|VZCsQ|uiL-H&`!{lt*qsqVPjfIEX$cZB^t{=7zFDw~?uHGmS z{?g$TA0BPPC(VSs+zDUq%E<+!*%*!N@^X^s@egdRRAk#^?80?;+dE`z5^Ikz~WMxB5OVA4jbd zIA5YOy1rKqkR6C)GOmTe(KNW2q2xl;SS9MtCcqh`h-QB7sHb*&$8E`(94-?2U}inY z_0201>(1S%`A0ylpJhhyoi+dE$yPh1wx{GDE#QKfwRCDWj1{0wjjyef8-Gl(Ms z>c0UVSTISsgJeNsVDMCTng*P%yK~THVA`b4mAAydI>v`FzfC?URH2SU*D5zmtC+1# z(i!$!REEIEP1bKE;D--Zt_6d_W!-_uPU7639kq5SfX0#%Z9dR#1)W+ zz$Z)SJr6y!d;gaO_J@0x#tpK! zOsI2QNxL1X!H)3?!x_e>I9TxI^wlZg=8ww@cu}KLEie2be@g9^3;@9Q&Kv z^r-^!P;Ab$*1FV`*sCzq7C7#x0%}V>>=9ep`+E|>nka#L=ykyQ;LEDQSr&SACUOn# zf4kc)&7WIYGyez-i9s3v8K`#s3*0K7R1?rqV!7Q(A0(Gj%awwfWKCfugKzMUGwlpRZt`~tZC9aIcQ;7+duqQ&34b-WHN zLc0tmSmO>{K47MJaP!0FSu#5vD<9PbLwk9MpL-uJg5Rj zoQpXa$182ffB2(YB84+R9SL-m|DMQ0;U5#-Y^~J@GZ0!ZWr&^JXKY|d?^7A#qW0Kn&YK_kqdIQgiL(GN5YY-zVa2l20Mq#P>7RI>1HG52)U z0AjzlF1f-lW-Q4Yp)w2;K&3|~z>y~;KHd$F+zEoHu}jYr;M;{f%{M53p`le2fVf_p zm+H3u8H)f5|F2ktt6O3^X>n&27hXPFfMksSpdxJo6d>%}+#OmBT5tV9bioDJ2TRHK zRvn<@(HEe)b*!>}pTN3sEu@6UETD-7gJH#}aKN+0^ZC^G?%oX%vFQA7ZOkkiREif{^IJJ8ISSk!I44`z-^QAz% zlP4x@wFl=C-LDT3K=a0)`qdy(n%4C1@DTGc;b2F;p;6f9+RA9Z|0|p*NMzBp!lO7o~v!vU3(`x&G#L8oxgfab!qW+U?r1^)1|tKFPC?rEIJmup8{c0U33$zzMPUkHBJ1MGt_i=*Orwoif;kHA0P@;9H_OuFG?)Os`$z| zuH+(v`?rD0YI@e#i@g^~Rj6#^~re=hx0 zw9t|JX}hdQ;s4lfQOV0z=;z}_h3SLKyv6))l*&t=XJgWQ@?U#`*I0KY49*F}b+Qk` z^0Qip-}FA3@W)BVZ#MchQk6_gf`EB1>dH(IxSul46=|vnhFQ@grpmw*tmDt^yIEjG zgaQ%{g^H#mB(fc6+;q5vGpkjv3Un>D?tHnGb#_eb(z0uqbp#v?n|}T#sQ z2+Mn))gZcwpp_nVL>~rUe_x~LP8ejajO;GSM|%NY+&~%4L5w)mU1V@9e;SX52T;Ih zP9E~kQyl+^xXGP|8e|xMOoRYO5!^XZ0JU5KJn)&)b^;B~c@F5U5A1I(Iy?;w&!lTO zBoF9RR}OD*1URl@9_W7Cfj#et`ck5tudna@8b^by9vjTH)V(X51z>9P2trZtl zcaE!Va{Iu|XWK)7DRMZqIsevKTQcm=SgA(#n^<`~lG&O|2YNOM50I}RHrsC@m#vyW z7oXL;{DdR6QA>y35#Ho@9!lux=I)Mj-^+L?=YN&cmYSEyt-HTJ%6Y2xGw6@zKvx>l zOv{9}O0WJgZ9yKJEP4fE+O!3YlK+MPV zMGH>;`l@MX4y@>KqBSWK9{&l}Ha`kz#*~+*`eeW6A91qzf8rz zDyIOWNMrLoy*=~xe+0!}lZziR8G&G*lwtSJGDcAO>sggI_ftLEv8zE~BM1?DHi`Wg z@@Dj%=1bO>KB$s1D(m0B^ND65WS+%UC6-u3bs>Z}TJ6pqYPt^t&tLm|4QjssMU20z zqN%ECAE-&Ehni$%4W>tAWu>dcTKAtZd*wGau8xh2$ext$Tab5|!jhAhdRl+Ig!-P< z!d+cz*Pb|dt$sy*=!kn261EW4@YrV=J=vy9IqgPs#lJ^=?KZ5|{Y$|E9d)N>sxGO; z$f{Z;QzN6iTt9;@GS`gPGwHkTFY{PvuSvhFk!NT*LubnRealOE*Y*y6_nsivLnLVA z_yB*`UDxb6qW)Wdv~S_y#Vw{eix_9T2i%#-SD~1MC-B21mYIiwRKbRMkN0Q%Va!m> z0M|e+u#fI?g0*lfM_%B2vG;R|#ODlTiwAx3X8~*2;Ww_HEO6OoKfv^OIN>>FZc|z_ zy1I3;=5^4)N%18P^3lqqGad3((o-12~ywt)9&Nv9BxE}K9< znCw12zXG9#SqND${5Iaw?AXl$*KsSBY7sYVCa)yIXn=Y7!}=}NDEMl0OMkCY4!X&Z zL}J6e)}C^<`G^a{h4JiTP(qgbh9Og45^!CF_E%=3_esH4xw@wa2D|y{!bDQ2rk%#> ztK@^Zps4lXIvN6`m!j0vFJ41`&1XHdn&cyrX3^MdB6Wfg_`}RVtb;EqC+hL$kA}PY zCae0M{38*++g-ZJj&Tanjztd++CU~y34RDuk0a!B! zsFf4JvL<;$*+Z9M5LG1SpL70vrA$%5j*et<;Wcma>a8<%xmPLj%J@HA0Kz~2JAb`< z@Q3HQ3V_y)x|F%hkO@a~<3p)u4oheV5e#z~Ne%ur+N`$U1jh82+=r z!(uC{XqGEgO{PuCg|6urln7ZJ!f?v zV(OT4Tv1lmA(!-m!CPf$Pe7zdLN)D8A3gZ<(LdeC|4DGVUe&+8^%<`XC+BAK-T>vg zy>S?P9PGIgHgj#MS+AXPscff^{$`u*%nk4@IH(2$(2XYee>=E;eGv#D*k8`-y{J-I zncsCk#&XMy7qxavhct*z8@n_loGWCIK2#up4{fc@hGh(S*X+pRWmN7@WaS%{yw*4H z)G0$&c_8Xq1{j@tXN6^;trB46{nKC~dQObClFFzeVH+KJ>&(A z1pKuNuc49aJWd{q=Mu@9XFQ68j2JO2wY&6tzZw=^O70zbkDk*F*L+fAas7Jl+n|M( z5p2&<-7eI7~R~af9|P zt80w8a?Y~3rKKs29xcOQ`RuDHKZ8FbC03fNMPhB4Su@?$PT3_WoXp@0S)}(%*?UlNB0 zwJ^q0LUG`Ga)E0xe{&V&Q|ezATBB#h?2SpLbX*=@j&P1J5rr&tWrfL!U{3WPLFAu* z$R;6s!-9#31o2QPgR5y{r3ppXuAH;)#!@|?AW(q5>vodmQs<6cWz0L*Duwcopquf% z(k5-^hFz6;YGBbi0S?oKU4}IY)ZBoh4FV1V#12J;Wz-QAG$bIqMhqqXKH7e(*1!5^ zd%w-9&DhV8rrj~La6v}WQ=jF;4vq8zbOr{q>(>G{Dr1*C+uW@G_i^~!*+7Jly&=W4 z+&9!WTK;BB5j4e@Pct(S3ZK)B5j%RoP@RMRNwbJe7rX~ifTZRt@^2mW+O58W2gARu z9OaTjH~dC8J17GUGU4O5MKPY7VcFf4&&VC)w?^yqqYryxgp%S%x(4?>{lUK3K*uh@BaXF9&9(Fu*H+0HD*URfBjY zhSSj!W3C#5hNs6R?%XE6j7HsU`*Nao)9go>RYjC0YV86@Efnb!4Ii38H0Hv5W&7hN z_={Q*{$D>KjFwjnMLyzo*O_*!X*Jz-k;MnQGy5RvYkO^` za<1%eAMJnL?vDxTKFjcdI3z7r(893Si=W93SRWu%G#MI>A{);@^moIX{_19+2zUW6x-fp1BlRr zQ8D*TkCl;vsO_d@`ey!}%)l9+Gd%XPsA~V`KUx6+Q^;ENsvscKR;=w15S&rKtLg)! zv{7p)C6tp4o=G{1?9ENg?oUk1vV{_IQr~p2P^z%>u4b3ti2j&{wn1rb(SyODEj)*f zMZs5X0Y6-d`bEW(3fN@9Ns5uXQi1<}e6UaVL$-tAM#hp*C#snVr(d63A0fs#B8FU^ zM8WM%Xt$0w?9LJ!^_}~ynh6m5PUKi2ANKArW6~h#r7t0HucnK{56nc6MB(so_?0&t z=SHtwJGwA&Zxq$2I;{J3TR&TwPMr)(G5zS(ld6#puc?%Ptp=@@BL7F!LOmty zBE}k;A&lM~)ciru`k!ToBnA`b zLsa2IO{abd>mu6|0>27XM>+Ya6H{DfOLvj}X7OYA$1sO>T<;(P!5cSP3@-~ojBUFR ztw$QUckMpm#?(ZOv6?;Mv17j7%BY_%el5d~= zx1>J)Jkwf=PEX&E`Fy=sr_AzL*6|0)mD@gH?=srQzuT>!1RiX$5FU9c2hUGy`>zBnolSlBT)(b{ zV)7d|&JL&jBN#n>tOHrXT+eZMp`G*JLi+!|;UGBkU}|#m%aEVvGM!OJ+XB9n=|bjB z-)bZtZic|Is)hBdby=JRu2KaoMp{kZx>k-#d)z^+R2qQDAM}R8ou@n#6u?G0v&5?t z_qnEqyzd9C4AvCS(XT%0jnm#9ESacW?Y8M65L?zsv4HyVw)(q#E*3?vEXVC}P*g{*210kd)n;?HdN?pONsn|O3)J62zZzzHi*o=h3(mfykp1>7j>& zc84K4q1l^uePfzv=T${r0I%ly?>zZ;Jot~2BxI0Xlr317E_kTTggx`_AOy5zjwBP) z=Gga6CFDV2X;ZlztjQw2tWKUnqt2qfqCl>p(xLJj1IA@2($_dX=h;7A#iIe?dr4t` zilO9RpdJZC9zApUM-%lgZ~6BhxNs;!Eq@ok$%u6GM3Z1PLqN!XJ^t;tbndLT)C#8W zV_!b0F}Claoi>|aUR8$3E09gMx(^@tv-MlUP!xj1>tb#&y-iA!9}3a;b-zA|<}4m>uIzzqgJw zz_vW^ZfL57zK%w~M3BB*a5ooTfn~#t!Ql@#>>Hg5oOAOEjPDQeEGs}mKJPz$Z+orN zzy6ba&v(PjFx+LGE6iQa`hP$5hS#)0Dyo}+qQLggu^+0db=Wd@ zKZw?R=1nLmY2ro4lJ~`c@?7Ph4XF64yg;|#kEpZtlHETwU=^9~JoE3B%F899kpHo_H8WkT9a|Fr_+Fo`V<4iYlJgl!4` z%Nq%S6VT(s;E_CsL>Smol3LUb*e+Y8F)IqNtED2Uo!!Y!W_8A`cgN`d-ug~D>q8~f zFNUQ6wHpOz<46B!n% ziqSE^#z%a?C#2@!c(%>=^4bK^B-HnMwsh9fxzB?y|Dg{=){hd0fh<(eM=J`}qIoa~n!!oGqKZxyaZR zlgewi95&Nf_`qZr zKS6H3&VhS+I|$)!7`kT`m+#@@dXqRgf83#RrkV@-7h33FzaB-y-_XVZBoEJusWY-3 zYG1}qyMK}uKWE?JXq7n@xNri7l%qkP0kz@LHt=2V=KWN>vq)AA-{dj2Dzu*sxK~*) zu*CX8{CnM=Y3yu<;E|{357FGK(^9lo&B*9Ujjr*a>lc58KU}qWk-z!#1_nb(FK-Z% ziCE{@jdrbl9w+zcLy@bM%hEI5e3s2e4d9BwT{QfHsLOJ&^&gd;3=`k3lDrURb>dh5 zFV(2~4h~L8iu#2>NU(_42l#h%2Azx35edEOI;b01uE$+YPHJWOg4w0a(`FP7Fi7)& zgo_I5Nob$6Iwj1Cb|(^miEH_r*#A$IJtpP)AF8mamajT#;qzz=BOO+m=W1EswK0dT zpo%*qVsQyX6!$}IZ|aRB5B}1HE^!N7dG@l0wD?J*#cWd2xldCKN<@&)P~?|bly4uK z&9qcTCOGi|9VczD|8{gFaX=*U((M*Ecy?)kdt&c>JtJ03<0ScJdUdNz0K9a{$|_h6 z0ydvN2_1)Ts+-U5;5Xs!>Apj5OuWcl&$PLldfmu_K~Nk|&-|-}L>w+*h4TgFU?7H5 z4i+oo@U--QZqk1y7k{6kc9U!^u<*I!eVw$4w#rs4<&=AWWE7$gA^MA>Pz-eKRh+m_ zJY!%4RKj8b(z8b@5Z}UEuPI>@3MN&;R42c=#*RyHx9$AE>Sn{gRh5|fVD!tABiCF!>S4gp>&Qa}ppStq#PcgleQ=P_RWBl>T|vfj_X zq2QN4016&;{09nFiI4)csKmw$2PVFdr6%Y9#Ej@Q^2DncZ))|xLks&Qj8)=+hg#-W zadiEmipz<;_ZNp(sq}@)vM_v@h48v)cx4Ep%0~y%Ia!Pcv*1S`Kc&J@BIzcW3A}M1 zjKg0*%9SfG3!^glO~r-B<6cEg8yD-wv;T4jFMLvbrwsXciTb2<;9yEw5ptl&qwy&w zV;t#w6qDW-aAe5W;K?+b(TFq|fP9?!G)WDc>h33xL}0P&Zpt%%KBQq%*lv1htse=m zA^NmU$y`8bne{G9#BE8cooOhuLYW!g>Ur*4IsPlG|b%5v0P3!Kh>E1 zfR|4AHjcOjAtf4urZjL!%)5ga?q*#nCb6MMge(8IXK+7dyyj;6{`C&~mvgDeMxIEC zvC_B7wfXd;+3h{@AgX8KHYkzN?549Brwjx^ZP}YD3DTK}6{kU1i5hfiWq+&B^-Z7j zQX)7UxwKKQ%`_exYWzlK{K_a&?klkjX1{OLi%Q_bM{(+^P0Ib3PE5!cpwrR`XFHmL zndA^eK{_I8*?A&DojGsHy_OQDV0sctJCjOAZS^j&qw>jm~#tl7hkNWu0S4 zuy@u!^2UkpuY8LBOX5%yar|5Yk04F=gGgk>;Lr!A;WBbcxk+J(w4An ze<>Aq+?y$8WdlV4o6=6&GWju@$d$ioZy@;6tIpa|7q##29dDorfjEF0)Zc#6l@`6|x6iPp=l@70X6KfpKNaewniLHdo+h~vyez>@qN|H)Ylb*q{-I`>hiM2VCp8wV); zjG#+Mwy|)t8S!0;tL+=BOGPqDHOGQCy zGi2?UiLYUIlKUL=^!~kHS0zZX!^6Yh+B|JF%dTp8b|>YvVdZhWs3$+9TC^g0c^bQ|ws%X>cDy{&3i>PC#6R>(q1Bqe(l z=r}q5d|hEJHdJ-rz=-eDN+O0`R?$2_%F}D#uo%lPV&F&q{|V~=K7}h8ZaISuypY?8 zx{!+@?&I+x2-3~;v;m2WCtw^)9Uqof#cH@W5sLVfen+?ZDYhE)!EaFp3z+ze!JZN! z`J4Vg}8<~x22Yp`;C{$^Y~dU@5VO9eb2X(MDk@&Dy}RV3ln14e|QpQ4kM z^UD@c^u+WnF(d8bqSq^nd{3hYT4g3O5w|du8xI&T#sOF#T16BC1s3rh^v8SZtV!#q zoItKA74b(eGw<=+9?kJ6qI>ocM@hyvLI$ zf(-af%#gnJeLou3oG7s7vtgbE=e?R;NXK{%_r<@dk9=_lPBK=C(nf++#{VKfTKtd&3{}zAFwb(M zSyRzzbq$AvKq#+v3y|A#aSgeo2+cvk{h7TH$Xg(lo5r#`PaqKM)e{TA`IrBI$oRon zg?)u>JNfcRX%-kgGy!gW;~BXM>!C6a<7?$3Wp+=zQwFK z<;*iPY)Jj)aCV1gGmPT*T2ZEedNmyQHqIO2Tk>tJ>Nduu5T&tFtxScP3Xy{4e9PnS z-RdKI*2N2ULjU=Uxwu&rG>KhDvye3iC8pK14~UYMAhAKSkopq+l>thslWLAHdv18{ zCoZAOUd2hyS3@SlP*4r_ht4Hcc_-cE7MT(2(y<#c$zNH_;%R zzVd(F#yAQcuqD*!0G@0&BRv9CdRzW3R+|OOnZHR=D+TkO|3=hg0~W$-K^=;Bi{FP= zbuC+D;9=C}uR~8SVSf&cT-^j%a9~x#%qJEny%7eq9=6$Ecm4smOEOr`)Ay?nGwv&) zfShKnBeVWlXZX!eH&;*3N*13{o1Me?1QKzdZ?A7uj6F(A3W^?8&LzmDf;C}R_^wL2 zKbZM30T#dz#nRz~DmMH7@I>L&RVrhv)alkDUK{2++ow~&egrl0x#?^gs7kH#at z^xwtJAOi8KPk`Z80YUCX7`GYQtJOWL{^6yw<0T85V2j+UTs8CUe_`VHy&s>DsrQr> z*OaZMd5l;tJ*kovvCtd#ulg+Na2D^o)&o?oMj{eDhkKO{30}@kN&6-}{qp zqtKm5grx25X1CW!u$SakQm2b9Y7G?X8C(s|TV0qP+sz%@X}d6)H}L9bdWtcWb!n*U9Re2vSh^ zraOp6!SCa}XEK)ZUNMwfO82~YFSZDnMDH8CNt5sRLcqYEiaTE01j3O)?qE7C~Zy7%nnce-pH#0gPbngi>Sc!f%nD0ZS5JL>|?X z!p|DT-HH&@+c){?oU;)>{_X{^ja*d)P*Q41<>p zPYUo}-X$X?GF=zH482lkm5RJtPDttNMtA8d1`w{0UD6L|R9SL3tKLE07OviF_>1~Yn zap7`~?^_q-NZ~7^Y)UM`K?xNi)a!vS^!o@ckisYway_Z<^1S>Dh{}t1d@7S~9VzEo zNePs4?Qf!VxiXZ{J?V(Y%s$tHJ-T~sv~(fIlbo1%iT3osoo`Qp8@Y2ra<;e*C{Uii zzP}=*mK7>|6y>X9>Zt9lzjIV)M1%GDUVhhKaPb06J?@H4Kl6Y7E_{$9a@iiUK)pwS z=I&NScIn7~38B&HmI(!{R2l+KRD$_z#_aNH70p&*1Y&sqP5(D2mH0nBWHO3OSNYvD7nqw>thvRuYf=p=&3^C;t+4wR zaXIyoB45#b-UQWa5CwhD(;!wI>!O7`4J+#d6T^Ah)kb%aHj1cLF zzOzK+2y45v2J6D5H5tMu==vYTzqyaT_+K4devgNrnC<0CHw}ER9mqAwV(W&<{tv&| zS?-T9P!kQsxbl!&NhAFz+PHBG6kV!f74 zgin73BrQ%N{Em~RAo-iqo6*!L{W7E(t)~%k1Cp3y$U^na~fd}Hr*O#EBoc0 zr_weYED@I}0J1^sBm|$deS8do?Im49J&`iyQ9*%$%`U;9Z3?@0ug-l>_eLasf4a?o zuk$O{I^$ny@vHvx?Tq|(`KB{E)(#$TT(lhnga^d=4~Lzdd*}D5V?*5gLHXuTg!H6o zrZJlSXtG4F-h3GC>ss{`>kp_Dfj+vE-}hSE^Grm>8dmQ|uYf%|AO=`Z_0bV8c zkNaS1L9kzTS8G%#al)<13WV8xK|bZzyGs7|8~%!SGIB(Ni{U+inh{>V-04WHOU=~q z{$Rd06;Wzx>OvUBtuCiEDw#DJo(iocG>^qy+`GQXO4QAURbII{!-zb{FtNV7K$>w7 zEwZ> zl9qFvP|Y-0=G?wW&c78YAn~faGw$5RfaD6##{-Upcbt_z%IJyhRNt>`04i@Z zyVru8)YqVj-1EoisgEr`6X&X;R)&b&U}j=^SX?Ddg`MNr25~cs(*Z+2Vv$Y+kV-p~ zySbz=zGcVC(xmKWFk$k+4TUhXngYO@Xj#oMLnYKpT41%PQpectVA509Z#nm^v^vSC zCaw-CavNrI0uIkot5uF0)ST0{t2^x`e6mPJf!l;lc%Q}ij2AC{x>q9IAJnxLjc|bt zLWQmyyGaWX#B@fE;>*|ZMW#K;ue0107c`#bg}P(LA5odH^WRx zrLs#tGs~fiiu)=GZ{~1W>9?5lv`3)kb5#Ivt3UmDm;2jBeRMwaGJnPmjF`-QRv@()Hy+N#3d68o z01&H>Gx?9%za0asCtSb4&F0MtY=P2RoTAeE!uS~hP+3;@LBau_YG@xyn;tXuI6osU zN7yTfXq52xhtkQ1JOUCFjyIAuv$nGTV4X7J_7e#lb^Y==-8Twj)+eVUK{%wdA68a2 z0KqzKW-nce8ZU5y=s+Bt?SPil2V!J@KYJ?C$Pvfaw(!?_zd18PU|&Pl{KfU*k{f^% z&)KshQlnXV$Geot)^kjUXt1d~5PtM(bzd)?b;&$(?Pi%_3TRSn$hQM{k+tA0tXp>8 z8!}f$^#xxX!@XANEP_RRn4sK9C_-A$q}}6(->DA^MlA|4Mo_qvX>! z{dq0GMmfne>~{W8FH=JNDN+wWpuR%O7q#-sI8$0f(TJ~{MXDLKENGEdnW@Ad&F_wEJ5L;u_cDlzEr!IJ!%!-CM6v43VBWlo5~<+{_`$UKwU@NQ(df<1f+laBSQPp zo{}TXOSO)!*2p?^9+RK+kQ8=cQMhPbyxGn*> zon^#D1uNd_qsa8g7W{ts1lUQFmY!3>*l~37q;25Ga#WZyq~3Gom)B-_a#0N^m+k(h zuM))miDfGM-z-yM>ytu@3yqU@i&QuMRSt|dqVAb8-?o%6%{o$tGk?S4ju%BuKZO1~oz}3jNTD+v%{LCpnKE47_3EyxY z&(F&sX^TJYNyT&hv73>&!qO{&N_5EdyYs6*OVF)xFF8r3@m3)@=IZI`P-)N&5SHlc^42RQoSL0mP=#n4_27& zfT;y_9C=aSD4BVszhrN1%%FPg5wq0F$DATm!tpn-fz8T`CeGuml|rx!Bq`m(Z7?8O z8c206;XxkeE1Z7H;FCq|`X$Ki3-!?*O$Tg#1BvZB(g|O17NAHYu*SU%>!Z3JfnbFT zA1L9fVV7|>fA(fM&=KfybnXn}>n{yIsWzXSj^1nSYZLy{)$SZv<3k2)$1g^P~g>R&La-c7yi?IclK} z$`%ON8#3tupBc0Hi1cdF^(@%_JKzZKyhSnNw_04&ebphIwoZUN{b@JPPPD>_5_Zq? zJ@%Bu9N^)FnBgCk)_=wJ%mQQ$&?BV5~lcAtb$MTin!@Ao-7(MocM` zR+Dqr%2x*x5s}qD)+}}9gyOB z(Kz}jUn)5V)9i=8J8g4ZSBLVSm`{>|U7a4wkj3FSCIL0Hg@uK4n+7zxRRm+f2fJ5l z-FV@F2e9~mZrsB=A2xR`rlP&L9;!aZ?AE|h+OQKtPsHUy*aybvOo^#jZj!2#ml{Fq zTVktHh(BJ=r3^_1>CK<2zk&JPSMNj|n7o$(?UPI?KB{OPbYy=l*cSE&AJIc+*W zRsg**>_c6hbj%YMdwh2fYd7$8Jq5k?=*;L>yo&G#c_mce+11(n9;T60d_#EIyEbg! zkpl4w*R!a%gtH{vGJlkqlvqA)Ta2V&>;{P1{&Rd2jci!CZW8`zJyOnik%JkGCD+#J zMcrPl%JyS~57EZsg)sZumVC7oX^x2#@j~kzGgS=e$c&97{?+?A-jSV?z5%;ZxPP+V zw}_mtNqA73N&q;~w=|l{sRs~t>GRfvokT9} zVK=^$ZAqeRqFEQf@rO6BP7fk=Rav0xRU;REkR;!-a)Q{wZ>&T}1irRD&O22-ru8G7 z#|3G*$@Cqv9NgZJoCFBYJ||vWc->V;DmXw7Z{*%uoAVb)D~#=zO@>{LhwSE_6&itsLb zj`B#f$ECd#TW0k0@-Vxo_BQ~smIT^K_0CRHEOC3aSFw49oCk`rrkx=IuHR1`rZq0P zzE3+$9HdJmt%>uTm*kg%Q5?J`BQk$%rswQ(g{@KXcUWN1%(mgFB2l){B1X=q)p5Bd zs0pATW43*j5wgwn?&qzO8_Uj0sQvCs%;8i1pfLk3oODtcoy;dw{TATowQ@m?*8JT) zIPC=cbvl8aHV+vbkMS*RIGyJIGm|6n43>Unx>oMt+262u;?VFM{|5?j?5RZ}OwllKLb^d??_k*Un1lZkUb9Ezs&;iO0Sv#;U56cz zt6WCTJd;|k|T{grj1z8jWOhcn@o@@;`ofR($%Ml9_|wYwaa;F7uXi0WxzeQ2>MoWCk66Z=@-)Fr8kND z-7zxHSC5L!D%Xe@N^Csv8?@o2&Zb)t$I+npN`8Kq;-(|L{GnNm9Pbm7Ay!7~;(>IE zC+J)9B}6_E(#oAEvhfg~*zLa2l`m&x0OW!<*U-2p`38)}T)z7xOpUEh&Ek&CKD{!j zpK2Idqixe6?s;KJU3XMG7jcS$_sU>;`|S{?GYz(9pC4S3Q>%igS~kmudxU$A4ARWv z>ziox38<=f9kBIHlmJFte}6i_Z6I%au}t!U|6GGemE8-eJ9%2~I4xYNl9suAq*Tkc z)IZej_Q@;)YChgD!NSxV66M3;q{Gq{#?ox++k(H+tW3zSj5i~3TXnrTFkGs6uuNzP zjE+=pdbdeNT5xaJcu;=jq#n_u-gg@xF590SW$~T#Fl*P5-Bzsyt2Wxi7Y_`x4S4l% z3=;X@7^IsGB7lF_Zj_Z?dX8+F%_8+i`mROfd^pFRCLtMR$WryJ(5oXFz-ZR3JmGS` zc^@;CA_dd_OwQM~)%P3uzl0@+T)hG_ zj|4?R$YArC-y#qmNwG~bnRtqENt#3EE9Vjao(2+?4IaXP+Mj=jaArNgnm&>9KzATZQAX{&D4VLbTnJ zsH-LRTon8?uLwsPNZ12~in^OO`=wX;Wnz@&U*b_jpDc+ee#Neqx&`3bv8ktEZW2RD z$|jnE&x?B9U)bry5VF!Zot++_YT&pNA$tD);sU8J;|;jW7wgkS!Qkfxjg7sqgQ>Sf z$Z%fl1nP_nJOt1+*pUQ???;^Mylv7dLX^eqSRsiH1Hf|o8nxPHTTZC9|N24Gc_XZe zxxFle5J|OkM?T7v?lEQ9#m)ebPjyl`D!R1z+)yd<3%zXN#E4g|UaI&M>8ocFkgZdP!BQE8$CvEerZzJu)35md@HoL+`k`gl~W*gVXMVW(*~4 zwmc*{89;Tf4?f2fB$2f7_qV}z&Y$};^4&fK6{Mvkf~}J92lE^CDM$&|G!WneHXGR1 z89zZ=kdA&_k?Hsj;yf969c};!EElLkG<;bo5&;zgL4;h?4)fJS6SEvQTf0)B3u>W= zqtAD%1R4e#GLsj{VduM9=c634Z-gvWX#B5~2^V}SAqu%K*ob-E__1S?vY_xBz~49E zOh~vN@Fom=T;F@E?nFX&vv{1E;R#26e|eMuv_h5+NnaOyszv z{gT9`JbM!`ZY}|3T=t}pIH46AVqJ5iL!W`whMKeN0KEHnTmQ(9i4R!o4#Uh{Q zU*Ee`-njQhIO0_O%a)LeA!+bKYRgWLe#%n)7=2LpnFI7wVML;$ym~Ll6G*T8{A}skf?8?Oimk9H9(s17?Fy?x>t`OXE z=iw_)L3NMm+AI- z?loN=vM5>Vaf0{BGNZwpQtaP`zatzUuX)quMqaz~nx1k&y>!`<<} zPI^4spM^#UAXGkXX^W4kPDJ;S!ft2Ty&_hAuzJzFWtHt9NHQ-(3we<((R3?YIL=B! zz2M;ZW+uXBwqjPw|75$f2RL!vmcDhMzA&~QM%L8#(Ilxcn&n?XGIA6GnFQ`4_=_(h zs8cpVevYMGnSy^>F~u$ezfL7hh|n1k9Y^eD3r6!5u$vw*Xr`T3tkZ4BE{b9@(aVO z*7bnKTkoO)2eO1bks4FnrwAd!izf)8i$)BQZmvOf)X0hrEQ|y`CDmSI2E$RZu*T~m zz^22Dt#%t_1NaVd?{aUe4%KhVS{w~FDueF?;dL1d?zkd8bq*Zl2ri6YkcH`1$iZ0A z#}B}OkROfLft-#sL6omg2PcrC+?Ky<=1#l@-@PofS>;mc>0W7YRa?j>hKA{}vy8$WzB+p$ zhF5PrD|^KUtlyMVLosvkMykNh=X3a_qL#jmQSN;~2~v~l*%<|8g|4n9Zmth%Zk)6Kh zn)1X*=C&KY^)Y3L>su?IZ`dn%^vycHrO~aX{3aUI@}C)LdIDZRnV%C;ntsF=$`f&n znkT!tCSlpet&^Uz=W!WL(e*;FElA~yH^1Ij*j?o5tp>i^OV{%YP+k;w-Q(4=PNI&l zohuW3rhJ7L_JV_RYDQke0dJ{Jg8*+}%Zu_S`#j}R`NkQnJ%%1$8)p z)ZVC3$DffP$56ifF_v$mpqKdDksum@SoG)M=?qGe#jL*paOlS3GOz=^u=B@CYl6YQ zv9OEaHzb>GOyz@P84P(D>;y7D?^rd=#qeFAzI)2R9g(_%e|x1}g(r$#0c~;!35fYqPQnWKDfB^4-@Ny~Q(CsEew%`#P9lr-e$8;8O%!2%Y1F5Qra9HZ#Io z!|`H*nN_<(e3Sd|65ItS!|>`{!gsO?o>oLJQwfd|Qb{VBU33@Hd}c8vHf13tD+AX} z!4KO2I-6NLUjOOLX>Vjh$fq+V==d9&}PV5=L^ zWg+-}CE;3P^7``RAH-@E;<3jU?6wjObiO(Hn>spN?l>i!DPitl>tv%)3frJO!Ol!u z(9gC!%v2e?Vf2uk-!&$!&}wgjyovFL4io)N2cm8|Y@IrP)QB4#?q)Hdoc-x41_*n1 zu1$Wd)Oj;7Lb+MQymkcrhjSrafFkbp-@O2WT#LgJ%BZ0*l3-H$sXy}vw3_2Mm&%?U z4M&beQKUxS-vk7=(dpQ zsp2}HN{}71nl@6>bml*w9z}ivdI(&^awcRx{-P9-sE(edypd%Gbbk!Aiy9g(bX=e&VYA-WwzNIp>98@2sDxj-mNMcV_>yttYgj`w z-V;N%1g^cPBr<}`QHCuN>#RH~!n4!m`;?YmKh&hAbCp~u!w`5DyfgH}zJUpziX>lK zmGMZ15+ZLs!+S4`=P^`eZX|vY+q&z8%vR#Es_JQ8)uv|{FUCWuU3IRDwbbUAkA{+pnWjIo1yRR%{b$GC>2J}_iIE1b$F%#V^pyA{a!Zef>5K6Yfi&URllMW?5-f~R zEsp-wPaFxt#)l;DR$AaCfqJ(@hs1$0z^Hg46s~@u!>-14sx@Yu;{DbGI;p`{{+sMx zxrz{I^0g-4%POX3P>JORP4^;DGzDb~h?Gz_tr7YS=d-hqFSQEspV+dXW1|;IgO`Iz z6A*LwLJW6Om>QC|v&Fk+dKnV)f7H7S?v8!VuvrYt7JPc6;3sv&(DFH3vkv_RBM;T2 zP_KEjr+N4#x*&xx+;b8s*a zJ@^qe;{L*qL*EnL$;lwE$#TCQMCH)YaPf8G|aA65$$|}wC>nr6L=jUox zrjxl9FTPM4uA3yaUa0k&rFF8ss{;AHow9n$a9MuxLq@?d(f9C_w6GU^A)L+cN8U$R z9z^?e$W15m7>qLr)a|AE*RM1rH1g=SVwyKY13QGP)y)Z50!s03Mn_tiuttB}O{>?P zg3-6WB*|qb9f(F5g!W}Cf@n*L%P(pJO37_YDt6vnzJRqAjQ|CfDg~^dawO5|JyM3$ zz|0SwB{&W&e&e?_AnirP5=@|P{`UQQ;C}W<-L?$1Re_v5Ab~!gZ_K8kjzNY?yK$6q zb}i*~t3^%PpUIlfYCd|4lrt2C&Cq!VyB>jGSJah#_QUTXN0WJ?d;UJFqtC}^md7}f zL+|B+>t&)#9D{j}uc#SpQq-`L)|22dK2i#Ke?MDrM^7G5V>b7zVAQ2Ip|_*1_63Ka z0P!nU;24HG9StM02gcxIL8L#mZ1NTU)hVRBKU;AFoyU8mM8uMBOylxtEavjddi$kcw=iNzK6b zrRg+vIgH$WteKP|oBu;=9mk6OmV%Ao;ypzzAYdQ|MgoLY|28c&%7GC$pwN`sOThV0 z=ilM9^YmX;%6qw^NC|$H$EHoR1irt%zcXvsT2;*yYc+VX9Jf~(qn;m>8VxshRrEmzr-tu_^ltK1UsPwI|(q{Esa2z?cq ztRU?29eCwbIMd}kW8WDtCaN2>L+3Xe$*9~JC-L3GaaIdI-GYny>#N-#o8=1|*Lg9K z(bpTI!!ORT_~~j>Qiq2#9C?ziV^)dL#&hxbw%SyS|&;kR!qAx zLxw|zemg=Lv{w3e>~8Nd2#TR8HlL{KZjA#ASm9n@e9k*6PS9Tzl;q+Ka6v~LeIV8ev-nJIO&(r8Ff4bORw4Tgwc8SSeg+8OXw?AI!(0UX0#*xu6gcpSY z1_`2rG}gxjL@{|3&VcE6y$YhTjXk-wQ$KvCXB*`HZvTaGJN28#vPQ-iL0-L^MBSIM zbx+j}uwasCLiLM`xe zXt+&qVY*#KXkpOk@3g{6!GD7gdq+4N##w8k&sQgCtN#ApZk@H8>S zQo^=F)ZQ{9RoAbIJn90`kQFhh{@D-c<%|ac1im%YZ;6Ik(gtWo6{Id>8DkW$9Gpn!zO}ZpXsMm%0j@f z5-LzuDgn6jWZ1uqxL?##c~$sXNyls=t=}Fh)r-+01yp-;4F#(39^x*hxP-^#ce^$7Qrl8&iai^m97@=x*N)ImO z#mrT<5Hm;Q4SvB%2YNr9C4++8m)&v{K8qlHHzy2_#@bphtuoZVgR*kNvudao#P%W1 zT8t92=>!@F7N+Noi`!}6Hw9Q7;PyZ3%H(;G`s9gHn8>&v4M7z6!1v%)GDN=XGs@V$ z!gROziSGCY)w6QCndLM}*t)gTQ^J7bEc)rOfpn2R`LR9_rgN&BK6RmPyCC|J9s=bm zH=HQXO#KpsBK#67Nn=i1$Th39A9~x9xcB|vBCDnqFkWKbx!&h@f~s%lP$$DxGQcKP zjyxLeTfpFm~Vq(ayb*QSfFw^)s-KXnPkA8V+d|NZ&Xm zp?*1RJ*@hqe`wk!_soq{e& zqwtzo$u7NRS$LQEHGk#&3mNjh+ev`E+@nfjCg7*2 zENEPKeJ^n~;q=&836-DeuelGRr%iiR%QLT@EhkqPN3K_VPFYS~5%+4_#| z5Vv@=Z|^a^e~=P!)+r9SCuv>a^#3w7=;{lIBZ{3?e@dz6Kt1k8!jdjwjQj-7(dr7X z)nXYU_pdwQ4^58hBN-1WLZa~^h43VU>tbvH7TMzz3mFOHbW|N;U6dGiynZwnD_9{; zS^w71&!LTv#X48oKwzH$iDTy0wGENN{9kv$ti<&R*Ls)XTijYHFFnuNf820n#t=1e zOrq=$B^cmwEK6@r(Ea6P)t^Cca z27w@lsr;3_9?w+ql6eH;?O$&MXMl00{3#-$wEOgr({wHA!}RSrMVBQyM)w*OR}yGI z6T5t%ddt5LJ}nG9XTGc-`WJi?DZrwO(oN=C0R2ASKSsStVInUl2&RUNcs^MtRb>1A z9`t7O?X%3FtUZlQGK_tjr=9WS)bTn-U`}-Kv5%D&I+lbC>i90$x zk~>x#h>zG zHy{g?LSTu3H0@lvFyGCzPs1)WkjRLF9nbT2Lex8QtgTGblA)>G#sO*hGBxwXeu(Aj zYjG5KgenSz+! zr9)zGRr+7_wNkHgM80c+m{Qql{7U?x*W&z9%}29UAF>4*!e=d^n~etx;8A;n^Wp3R z$25u#GE!=*2(iKtKxYd#-p;eotr5mHyDMypDLyb_b8)*mWUKJq?Q9 zxg7|$J}!QE7uvZ_9emg(`Si0(xD@>s`x3wPv(yk@{<7!7(dwZHQj^WBQn-CpQl0P< zo7`LeG2dFV8Y1R8ejhd(^eQhK+lJI#T?jo!?VeUc5Fs2G%N=T>efJZ%rxr|{LmwLH zKmt{XTYFVMiH{2t$$gp4G3wo|hWD=ZLXBV->9(R%<2`67)%Sy|Mf*LO}bSQt7q_{u3PFWT!G(-x?hyeHFDEs?_hP`16v-%E#_h6lj zRGE}x&3Psj&#l)h>X*#RsCe}piFhvp7_%~q8{#G4%Xcf7)^siHTV}oxyc>#eX~g)Q zc7!4DU%$Jkb5r}b|CJsDsdz?#AeBD>2&%YIS&*5cSx*mW+Pe`PaTG8kjx*^M4I)3v zg$ZJ1)B_^g`+7&iXNQmK|Q8{;91+0?YYD zEIwv3DO~q*2FSGZz0*`P+u7k%-B{#b=N{>eb`76)rqdMh=rKegvGv(R6xYiXTb=V_ zVRIPP*^14&)siA@V1pY*vit-OnC$zrYW2r&$g!!vjEC3rX^&C3tqn^E9>eDW)D^43M#c(yUzc)a)Qd}nZwi^{g9uy$DC?Q1LF`4u^(`I=}S-uu+w7; z-W#3l*EA*JR9bh4X>$N@JUmKL`sfldnWrDBsgDb$XkY4%Nj0KPc*k@ChGFt8-BS&7 znHGMG8ABbkN9|b;t3YI4t4uVQ--+BRxj3K~E>HFQ>Nh)R33kB&2L{D6EVZg&y*|*(Opk5z5$$5jp84#~&d9tWb z$t!Zu4Je^-zQhXPI7>0q-vWlk$RtxDn6@n2{AY4Ff73zZ=Hio>^ldqR3~AAQ@E6qs zMg@SwAAz=#aerMlM~iRuHU3II@>q3!=EE^X z7Ef;Yn!uhA_SQrOX_EHS*w4_DERPb#c;n501O>M4SRw)!L-^eTP%+Vjtum{`?sd|+ zRGXlKt=?-p5#{(j9BWPr>+NSs=C8&Dwd!WvY&^zP-|#w$K06p(VWlQ9n2Hd)2(d7oi6mi zBcCL)hcS|Kj|tG)nc8SNKP`Pyzg{ghWEht3mPj&9dK8Te_E=j|IIopGUaP#5Cfwjz zt#xs84IO%XSYlPr6c4`{smY237PZANn*2y1e=Kn!_;Mn5FanI|!X1p*HeS38;uP+Z z1I11Qe<8d!iq;wiwEMTkHPhx`#hL@k0;Fm72HlzQzScS?g<-|(tI`Zddn)lpm$QX0qC)(thq^{h9BsQg88<a@{Li)^)qPTlwKzCWMOegFQc9uGYp-sAOty{_l=ysqmx_9vEaFIViGG?du@ zmXTERox=`8(_($G^gd zyPw^NG=i;Fls8nWJ4L-oE=^~fo8sH>ePy!;q;Gu%$`OwfI`z+E;@@nX-iMQm#ks%L z%2^BkdKpJF?b>njyN{n82)dqv<95=K^KSmtV&NVN3zyZZK6D&g2WRj>A$DU*46QP3 z%;|LtzOO#{TmJVXZWW&^gtmmxzVda|Z{q3f!O#g$hhWq%i6X}NbR>76f zmk|(`wGSwO8tdu0da~swfFmCVQXh~62hQhVn;EP=m%YoJ^|SJtI^7s?h=v23^){wo zIVuu=l6s=#3ZZ5X#RW^~@M@xG<(M0w8#%zvNxmjp=VmO3HQEaVcQ5w) zcfSsn$nEYbt5EGVteS9W3&=~SlsE4<_#(Oy-Lsv#s#!(6di1NCv%f6I%}MAwM|F0% zNi*^v1$F#>VFaS}dsXFg;B>wh#%QC#S_r-MysAJ{E{|4Q+)-t62d|u{GLMAcEgvmx z163B7AQC6dJ(dEY{o#=&G28g{vqfEMA@r5>@ZuyP;@qb|syJGLh|cO41%GVN+lyEh zrAhhy?{wc1dQerh6lKGVak+0+d!YwkF@%oDH~L|S(4cL>y_{YihO}V*2kIn{2X*_* zDlb5@FXz)8xhjU@K`{0A;<(G>)@Swyu3~^y(R4KWesYBb_5g)<*lLo^H-ZszmOcOp zRu3759spGO0zXnol{BM}$gWh$Oa;PrO@(9H=e`LD(x~4a3`MM0Pgrog6t_TK)IGN@ zB$Z>HMcF_**8=ojONAPF$^8AJ6V8veC!QgiM1DsNo`LL@>KplSa?-H0$iE>uQUL5# zRcU1T@;_K@^Y0qnUqIpk-~h+hNJJtB$aiWo9=e3fI5f=E+y^SFHIB8Hi{(112Si37 zsZ2;{CoC&q>C^5JFrXEWq?jXu{P{2x#o8+8jfk-0OW~th5jP@xZ0uQ{>=!2~qz*{> zG7M&AgS3v0K`Krwm-;UZJ}-SocgkETuY;7rvgE0KfE>2dJv^bLn|mNd+HY;));>g==`AJ$xdv3$+kJbru70T^t4 z{911mpxk*(LE}*jbU*q}2C~x|>5D{M-h3qeZC^P&7_-Q{sLRIi(~RC&M%%%@Og~yBrBMNDnzlj5{gLit)U^-Vk*GkSlzgM=lnw~yr+E*5Dt~lWTXBD zQQOzV!@k>H5w^=GN!rDYeOh*{oFP_V&a8+)yXU3tzuALOfCax^uP(L$E*{{$i@%M} z$@2LcKiaadUjdrNn|P7%ymI)2%uxggftcUD+1FVKjK=*J^Bo>*uzSDYQZ&09v!Afn z=Kb??tb}P)^Fu@M`BCcPMc4iSNGB{QPxkAGwD4U%z7w)fSnIK5{E=(5D!`$tN>(60 z*NxSWi2M6K7!P(0k2_vGnX&7q0zq8}zy^THOMSpG%6a&b*tOt1_w$|Il_8Vx>min) zDPTDn7)m&LW220S@I67hAC(e`^_8!J%s8U+L>KuTTNe`Ba}*DI_3ro@X%92f)PPVE zY1gjrYeSYS)Ah+jG5TQ+^j2bF2*ISGT%T#JIZ%#I>gqpR5n;d@5gJ4$DsH`Bc)Tx) zrZRd!)lMsOydSX8ozy%kNNjdL#(w-E=hA_72RYf+(2{dN&2VF2--~NcLHEfP#=fL5 z4XIP?7Dw!hE-EKJihSxr^}zQ=aPfD@Re26mPI`e1A`stadCk-2VooT2%bcVr7G9NA zdIF{sTC96dJVfPIQgn!?SX={jFJ*9HJyzA(_w>wvEcF+EgH^ z9Cfg0-T^JkI{0sMTMU0>hpLo{k%*xZZ)6WPT98WKA&UqEPU5}rActe{ouF)qz@514 z$xqKH-xd(>9CM=}m)9?VYD-|NqXRYqyMHzhi}9>2)+K?BkP2NMS^5z_s!rdoDqq$@ zl@^7V+z0kIe#tpM8)M&}%cI{Mi3q~KC+zL*nW+(Q4gzP#{cGT3zViwQ3-zL?SQ#qQ z90@;I8fpFjYW-rlYEUhV*hjX(wpvyiS`}@3XlCecUV9T6Lnp}PMg*&WL$+UJ)do}w zi|xCEV)C}qOUr|~Icb!#=M5tzI~4Ps9@5mDPlzXB@6m8&DdlaViDIoRBHRRBejh$s zqa#M(&3Q@Id4VNBWw&#k&Dxk=?FVq1#=Hn1di0jIrpI~vwXxb=a_90RxFVmp!Vnqm zXM5-2ia7K|Jl@(PF=b1)xnH*VL|X8^$oUsHv0u3L=|;E?as;sK)T?b_UtgxMfBVQT zr)<^HHEe>?4V0YAxhRa4U$=F1wG@tsHQrLix1A z_F115a4SoG`wwpAXt!FQEsv*XT@f$;a*NTEd;WxBA!I1n)o*H9!xJOVh9~?88mvd? zL12QcV>oteq58(@3~wZ&vEp5cfw#UzTE>e#pg2s=t~A#&Dla*kCqz#7XUA-|Ov_dq z=G#3H)Kd-s%kLi~BT$qZ%?YsGs(yj;nQ=W2ZMpqVEdZT#0GP;?0Y+Z)|K_?`{Qy{* z@fAZ05Gr++I3Aq>MS6pLPrEwuan?@zOQas&Mu4Qs$y%W4mn=n><4gaW9SE=FOZ&puI!%`AjcJ5;5b(Q z^-d+PO>9s~Wqs4q(o%TBDzN5hJZI4MM_|>&zKSksz34-_%KF7(8j;yV&>KU`JN?Ot zi0O{l_~EOGuzi>62tdLcc+_zsIjb|iiQOtU6UrURqs3I46V2{p zde3Nk5QFLnSrrjv$NiMzV)VL1K(|82Fr*Y%r)I`g9*!XQNOCs4d3Q-G&WCTw^*mE; z+-GYd7zX6fFv|ycW!yF`@$0)*{yCM>v)96L%Sg_>oQ)a4T z22xz>b=`rP$0{IJ;IGuJSZ77vCH*6n1s4`*LF=xTLupV6YlqH(xYN*K$=KLGoTRY? z7_cz@uK^4HD~Jh9SO{gsh%kC6?4E6YaED6YK@E3y5nU-!(jWGHt1J0JSY8@d*S3ah z517JRC&PwKKn_l7?Vmh;8r&1EW|G#bDt&#ppq(=21$ORhug&t;@u}pQ4pXg0KVUZZ z&#k0y^Z+Z8&B18y8-Dr-@YgA#M^xZUBVM6+%ap|TPVL~usog-Wm*410A6@}cJE3!? zNlxU<(PVG8x55Y)58#Tw?q8z5y1*otY)Kxz?d^9TAF1=q_}R@}V7wB)t>F&3^5mpR zlR)RsZ`hV7Ktl?iE4S`63Hj5F`tI{xS1x!C13#H9h#@M>;Z>Eg{>0*3O>5dDrUVhn zJ{W)o(@ool5X!le(L}o4Slq&{@Wel?cybQJ?EV6-;g1Rohb#=`)^Z2J&l&Bx3q+?Q zoLR7Ytk!`F$s~J(UKiM;Zj^6P(D6_17R4ILV4ta*et!y%;hY|NQ_?-I=yxdhS=EEb zbO!#hzkykhKqJl$uQBkm$5EwR0gjB!$${|lD{?^)|0Q}mc7T59r`cNIV2C$Mm8B`c z8_;iCc3~x%=7(J{;>dTHznUM!^Rjv8Ce$f0h{2<>y|{jU8P5YbaeUIZ`4}4e=yWb% zz2@z6{GY#n)&P)FzUe8%b-U$v;C1~aZFN&yqtA3{O+2YRU~A1WxDAvoeKgmIXnEVC zo;@|ay)+an2W01A-C}?qs3ckSbov7N$k%Lk z+G*g2u<>Wob@+II$;r&gSD*tnH{T@TxaVhom2n;}mhUxa>}(`qtY1|7@8flv1j66tWpI!LovVY`F1-Jxv1^} zl-KqZ411IzLDD?%2S6+;fk3WHe23#`mzM#@^m>gNj2cO+7KF2RTl03dWwai#xwJOImWrAr~Xp88o zUn%!1fndc0s<|TIq0D=gWqTxS@;Z3}OylX`M$o_}fR>s=Xs93E5`NqgPGfDTs53Xa%(W2bW0d z->h=C7le{Oi^FnUo9b0k0;#;Y$2`6#e-?cG+<~UDhwxFi0bu-AS&|e_{l1kE9B&Is z+%%e|QT1|Xyx!uiO0^lkIjo_owQc_0nHFiYs;{?539BbZh6L3ouj11kdaJ0QHV;i4 z3=8z>1r%4;IeK4Ob!go|*>rJ&Bucn*lwkSY8wWrW#X2)Q(TlDkse8WWSs?nZp%0*6 zCHa95fBV7lAlYE=&M5OyE)$mh)(5bR6kE2|_~Za2LxYY zmvFi4+Lheik&owc@xCZ+JyE$J@c|>p22rCd?MMUx@gt5z{(!Xt(c53nU5ljL&^(7V zdt)8ulL?Aq?oYtdAzXLvioCW=Sg7oA%5lD8m*`|1Y~*7OiO6LoMO&S^^$oFNrGl? zQ_@y-M)KxSk9kcsh|&nU**>MJOlU_Z>9 z8wxJmXN?OwUJ?FqbB8-{fEc&Nz^hKBNF}N#RPb?6)2>G`X?JkU@W&_kp{ee=NB_q( zBT2o_y-BrkxNw>;re4hUH=k>@l8%C^x1$^wqNGG4gg}|poChX8YN{vnSxP0ywE!Pz z{jVPsaZO?Pa1=_v*{L_fTzH`YTu}cb$wUk-kgAY{!+vvG`}5PgY~`mNb`p>g{Wfs7YYL)1&)*Wl*2r%VfWtcXTSlVy%e{lh-@K1 z!zb;}Hk$xuaUE+)&(vF9Q9*%Lr!LL;8D~?!&^Pb!OrQ#*<_Taq>s8R}*4CHn)S;|2 zPUiG^toyp5Csrzx_KPv<8Gq%H9D?00B# z52WTTP)Sk_wg^PE1c6X8>hF9PHw>T6`}jV7dh+3MB4`Lr2a_;&We5@}U8ZsmiF?7I zoG}z0F5vpeOz?i+`4=Qud6{!CUa5WaZdF}TFt3LLH~8|05=2tNX)CnHl~N8?1%}l( z4{{BmR12U-i7yt+8$F^tyZ?8a?ytt#l!@ zZ5gQY-R3(l%DoKVCu=9&o~Mp-f9t0ivXpM(M9slr3I{ECA4KmRi_$x&s3=n9#1BD2 zLKiqVV!){PYLyS7cTOsH%ma>0z*0KVnDjpD+z3jPC6N7)RsoW3$Lx39C%ih8m*!&= z$>tt$+{`7x@z^>b9ziBomx?`7CGIJ3VqwW=g*R zBjhH$;$3iFiLv79_n>yBw@lFl(%bEwE#+dNrjmNFv5&9Mx2=B*`{Lfyk>D(4E!IVP zVT4@*L`c1Ed;XB)&@ip1b90Nyoqj)P`wcdFMiMmWMtBG+sR6gZ8dD3HYGamC(!;K& zp?4hof}&$6tlB`*&xU_@+xroc$+B<~c9jqQC2C_YCv)eA0IyI9-@y zm4;YCEhCXpUGJePuibK&SUIFNq_{+HGZ3rRzj0uYGHz9S{pd)!B&Ik~M%&B!6A&~V?fQRW>KD=B#(%+kq2y^3ipk;8f@!a-P^Yi5!9W%AJ|ys+>!K7x!blzb50 zhtyI*QITGJvr`6wkR-x7%)zXPnE3L#^wEjFxPn`tZBz*D1C5Ti9(*9B<>I;a;9Q#@ ze}-^)M^P0*?b|gCopSIq=NN7B@ln_{W70RYJ1Agp$6JBg#THqj^?>h!P~ZnbGV(jM zUns6KmeZ!6hZWLu5d18(en=UCc+E&XN_fL?PQ+t>efA>t*so!Qo~rM{5J2&qbVnGU zMf6DFI^!t2*;`0-h0kNva(nb*zQ?xGse72;$SeSOcH3QSG>imuAhTLquIm~bJq zc6s|gK~O&<@@uwu|6rXRkxi=14tQ{dKRQnLM5h1|ZPOdOT}__j@VIA`3~CTLs?)ax zXlvPrm1w^T+f~YeUvKCiJrZqMOf`)rpsxKjf9bG5SG+rM{=qXc+=B~w^4mo^Pn9V+ zoH`fypJzU>2dOraobN%HPn^#J3z2mK36Td?VNnXBl#txh`zP#pD#p*@X8_qyYtV&c zN~_Taof(_Ovy&a-vJS(#&qy=9&k73>a7rJ5vt1h}%#z@Z{m+?#|8b;6H?{A6 zciZ)y4D zX%AReBmY3g;in`5S|!87GuxAdd|fIq#>c9b0$~et;>(!F@w%_{4i~G`CZTdY(UOoc zAAB6^t-#+dX`PP)J+qXYB6-L{B^vp!PiLV#1sp6Qg}z8fDQMIKThTkZ1>(HBQuhW1 z2D)@LyvT)~-1wD9S#^2h;ln^UgSP_JO!R)>erxQy(wH=@G|!KO_x&Pms#B#6)#q_M zdbj1~f3kFOE<4tJ8Gx>TE8Ou41m&=6QV?BdOT6c_Gsu28V&-Dsvb(Xul~h*2?RA5J zoi8_&&4$>jr&uHDqRaVDBpsju6pKNXoH_8m`&7j8ossLfrf;5vV#q48tP7TjN)1K4 zrYl4d-YoW;B&vmgL;n zS~6)pxP-{uU&uUQU~z5#)g_&?M7Q;jOm3HAa|6mHmrLu-(+6cb4*rPY5WUg8$LRUi znO8kN84x(C=?}~}T2Lv?Q_#cj_E(TMjPHugj^P zV>_0~L-cz_X>noI&;;A8#IT$ki$xTt0Egxkg1@8i!tSnG@a!t&JStEs0%S|rZw|%7 zgOH~uW9wAEYemC36}$Ch?gi|lT^X}=SFe9X1MD&<7L|uM8=A`r?R}6-*2c-J9`lHH zdYFr1__5<-BE)g*0@oY6_^&)+LZA7$-*JDCXtJ?!XFD_7YD`;c+3(eL+vvIJaYHJW zHe-QghKZT-&1W8)$mB`oYIUJYai4|YgI@dYL&$N1Spy@>S?(<3`ne*?0e&Nm;kCWY(T{{aCrB5;cZOC$SWt_}%rXRlA>i(e2 zV6G#i<1nL*A;_Z1<=S%s1?;fO(pRye%j{Ieym$9Fn+54_HoEUkH>a-NI*A@HP}2xo zjp@4)m+}1(@AaaMVhGCXa_wnxd*b(z5Nt5W7>bh^*H_b^MPKf~O@pM|8ox0c)w3}D z^5W5u9%^$hzMRCEqs6O=j-L}bRK|s5SomIFba2dBs%^|DSB6A+H<$B9gcn74$+p7Z z=(Hf7xoU74=xACNBjrU`4P$ZCAFW25TFY|t;ywwPzhC?9Y>5qez0NxaNYpaY;zTD3 zbFXDW%hCH9rs-9CY-5QG!Hg>^?7TrOdx|~2 z9{>m8P?K-kCf?;{?BQ4(V=KDfTM)^v)T}7Um+duH`8@RV)<;1CF1m}hZdC*uwtZgk z(Be;1Yg-p^$-P!E{iP}&*RS|!eKa}+v4wC!QEz;}9FGt2Y$WuzSN0hS$%G zm^g5gI34>|J@ZQR&B74QvHgfz$?6cYn%^rPFBeQ25)hERM&H_wC&eMCYZHp1=&GeG zhWFz_IQ#T_fpxs4d-6*eBdu<=wG~w%oO@}*xR*GD7sHD0$wdyk@b;xgRa2Bp!vRT;T%DrX3N z+)?AHrN9Pe!1t4H z`{AcgV*^LTw;KJPgb@&rVPc(%U?F@FtBJBH2y+}m@bLwi(l$Y>812;2)HQYs}WPkkZ)f&`i{q+wQiL{WK zd~d`0Be;285w#cA-5BQIqhN1)h%3G2+BH@gJ#d@;qxjJxdO68F3sH^TdosqE8&GN@ zuZeketH?qzpmpJrK~kQ`UNy(8Ye(a{dE z1ayu~rorv?+E-~JND})>QkD5B+M~Gmar99f-_o^@`I^3%cs#Gun<39h9RsE}--_Wg?D>7ZzyLYU638tpBYM zsf{uXzCg8sUFtY~b*OU6+getqSh}`$Qpu2j&D9E65pbLP636fwT9jTV*0i5~((t1T zDaty@AyrW|>sS>xYBn?WZEJ6LC0`IXIY{kyL?$|ucT$aopL~b2BPE~HDzWbI(Bxus z1$WPT9M3aL6Z51Y#LD}=w_|6IoX+W> z5`#)G)UjA^jY|(b_e!6(KR3PCWsrJ5$@Y%?SLgI19r(SM`&w;-)tr9pNmuN4+I<|Q z$G*Mw<#B`aKy~?QPck8-2+h%((6VZaw!7nQTaw~G>2C7CBA#3-!SrO=qpuNj5rqBV zDi}S=17vfV@qD+!@A~Z4`&uvR6q4`tR*z~n#Jdq`qDEjRtVR|tZ7MpyA=!aXh)(the8m#YN2Z~ZLN8=0mkCq@(|he0ngLITXL(0 zTkFXPHJj&}khq9!gm;#c6gha`gydtfp{Iwzph?z)kN#PW3E7nl;l=m#?&d4NU7%Rb z1#hfTsW<)E7UuNcDWEy+(OGXS{xsckS zjNCtCPA~JlSW8=-7~}R` zF8-LmH1S@751FZnDtu+{z)D0DN~4-kO(krqqJ^9bma`s^IQCW<_swT17?^K+ zLHfEKkka3J^7Z93i|1xd2dHbPVVYo=J-SF@Z_m8R#mu(5kefVSl?WHdK*xXgMn`5# zW-}_dO(3mbQ%(|h0qm@|%dy@9hw25meiU~KLK5W^xM<@KR~W?p_MgBSr6A^z6Ko%R zgH~-WYe6P5CMvSQxWiw2J(R|{j4$?jT_Hjl)pzhq#u_Xc`LNNsVcHmD9EZIO(8(O} zYGLFqBYn3xr?L@>d~h*z?r!t=*=|V4)EF&4e0O+2?A--IayvPUy_QnuJRm?Bn9);)YObi zu1*`+rw;E0>13+%aJ#y?rm#h*bKTIVSasM>3dRRsmA{Y&yLokV>|rgd;b zSJfK{1h?_%V%qgfee-IaaLc82XuZRjhw!Wfti06fr@D(T5QEEe-I~}*O%$>*7%52u zDYReW4M{<0LS!E%BUB{PM%@>Q)zh$+>-Y^~oc5!{EmP5AY2<$YL`_O>8b23|H{a5M z=I{qt?B)ww4O0PwJUp((X32N;rvcdrUQOWt_3^5~trh;UUP= zvwHXTlzF!wa;pDi@RgZm@gW>2TZ5%{zlxDH{sLV|1JI9e&7OW@Paf|@B-3YtvZ(`Z z_mPT??=1!j$3Li(u%pFiG%>G~c6A_RW}1hraIBFy3_2%u@F_i|BN*vBE@L_B8&!#x zO`em!n_xXVWbH%!Pb~nU1}=kV1Swg}1M^+O4*odjXSs6u;aGFy=8Y_=T`B33($X@* z>f-!nXse~nK74a(uuE1#b0*RwZ@p>mt$_q|iUD^ZlaLv_`sK%Z`vhv<0`3&+<@NQ} z`fPXsmSCEl?~*2@p9IYsK+y2x4PA^rF4(#$0Xtj83p+zWzj?W(UDeBY%?q2bg6l7P zFY>}9PrBx6))?2SYtO1Urd;^X%oW#hAGh|M;5eJgTDn&Qlja|BCp&vOcGK|{M)~XS ze*0v>cDzP9Chc(z$cda3uT~R^9xJUYqp8{@S7`OLZlzp8%66BQUl+N#x4QLQ%h&!c zJgN6UI&D|6c;nbP#A?ZY;pfANJjL#0gb_8wClc)21Yx8++ev2!Njr^oFxSa|cd#QL z>4kW)sLcbm_rJhr%8JR3@8aNwUGG?%ot=I9^=9|M*1;w;#G)2~b7GbpJi?>~%dT}? zn*$-$dE#2$8P5SfAkm=tvu`L{o@6ueNH<5KsX&Scpukbfs^6Ppq}4jik*|q(nOhQq6FM# z0q*Jf^sGGH)d_R`$gVS?mfUlKBXQWLf8%kl>$B#-ljFnk=L$`{@Ao|Gz zCD5tbGhf|OE>cx^VKBc`AXARWJXTC}r2xJQROMc48B8rOY#Ld%GKy)&#{)wJaE zTm;~u`s@{Uvjnn>68L#Sv93jN(&2g}Xp7k|An5*RkuLv0b$-zN)XL)vec5k^;UWWx zb+5*i{1C)pYU9KX@ONEw_77hZsAmNCyA5(c4MBn;QaNGgORIzQsJSPt!$tH_$Z0y; z#@6`|JEEfCMl8&yyYt7)`N^jPxO73JmIh8{XJDx0;;G!sO75JQ1`aoY-P`La%LK>1 z7Up5ApEd;kz?}ekpX5i83KuLE+juTq69w|;St=;Qy3!G8i`hevD+@`|)9ygLiZSpu z@y6C9HW&>FBERi6zMYd>;S_W-3Hf*qZ6Q~ZjL0BEHj5Zgk>SsDf-r9Wg3(jhA}=TN z&*BSir;Hs3&x9;n-)(g-g(m0`pl1#y9ByN2&=w~~!JvU)xZH6O@?ia45dI8UwPdeZ zC!dcXqwWJ9Ndb^C7=gBVs(@Ba)U-%^BJu?MSLdlWk5pW#{5RymWR$5!=S+YO=Ou;DYBKjEc|3c(rc!gA#N9e7|X%g#8rqB7_Mm<1mAm$7E# zas#BJR8UC1Dv$~mxCLVSnP?B_S+V$|yku6q*T40GP*(>3ncI_ccwplxtg(~D1uJd| zkRf_-c6UV4qR8}g339520Bf!9slN^8yj#)|=q zrf0Gp#|Iu=$!$$FZUv2vM#gpKMaY(~w>Dc0!ZJ9NCg8e!G1$h3F<2^jf+_b&iVM%c zwq1hh;DM=F&Nyyv-U4MR5`_}Q*Qpg>8PHyJ*h&q-tPDdQ;aETI)YuoFjY#8Eg|7X| zi~KxRTrMjjZ|M>1-EG?!@6+2@5j**Hd`l$|mXTlakd+6Pf+!>vVpS#phvg?HaFCTK-=rv_@Y ze+3hAx)LG*VaW!X-*@cA;^gr(02|TaTYT2gm9JU6t%=Y!Tp%qaF&E9<0>{!ig-xf= z&@trxyF<8BEO>;+Jm&lMk+{44jeNU6#kwdVlw)2K(BTQ;u+$q5%1>0bZ zuUNcoJ*^9{eVcXcd{Vtm)`qIu6LeCapcs7OQe%A*45)z0_K#zgqEg8Hlkk$Qmy!nG zYAnl~B=>VfX|Fss_F9i-_GhG>S^BiC!I!CXfC8{@fM;|;8FjXhqSyUl{;}Er zc9zkq7wEx$;DBW@qJp{Hz)4~I!?_)NEIDZLKair!ePS?S_e$J3<7+;c(k{JpSsGoE zMg!;FFqgdJt5XV%!#zF52OhMn7R9j?24Ww*pgA}k3bDGq>}89_n`@;(@uoo$Rw%8T z``|H{BeOHCLfv~YT}?lvLi0>+1oGrte_=F-(;DIWB?4Ukoz~^{)0QGdd=<>UeY`u= zk2f#*1G#AYq<02BK5S5Wh0P2e&=|C;!pSlaBjrnOs9I1_TBlNU>2SuIs}(yagPahC zd50W-sWY>9?-z{Rx3SL?;XFAAI{es`58x||K6bIB7R}1}aJ1P8Z9%Z1xQu1y28+xm zk_&b{J9o;@6jWL%hya31pt{Grxu?p;_6NSu$-u!B3^PPodH2&}Ly?_1?g8i0ldJ;t#KeDK|sZ*4p}XlAdeYxwCvAQeku6MWz6~y<-063IBh8L#Rr$ zA&4R2Gl2jsewYXu7lBPwL#}zsR%1^_&S>!Dgvw>K#b{06;GZSo-sUFwx+FJIEXYl`!tKjl<{E^tzj7~kyS*Efa&&b~AFs;L)aVu( z&9k6+!J%ZYaE}k*AWEbpmcX|2(bZ7writU3D{THBl;(-`eqf_Q+D-59x6BsTO*(=R#cK{r@`yTd$si$66m9u%5}#4Hv#t7{sZp6{ghWP|rYu`BOl#y=U! zUq`R~<6FJrzBi=E1B=t3O#zrO1)(C|HZ1aAmR3}hlBXuBY_08xaEBL7QciP{sGt3R+%`$Z;5h0FJ$8BX& zogLSS??EQ8@U^!h=s^3+DTvHAC)}JX#yH(L3p>bD;>!>B)Rh#HRr$x3{6Al{Qb8hd zwhm5ao@i|*!^Q&iC5~wMg3py=x=$ZUoW3b3tCPN&&#)`^yaXDS-osdTR;@+Zy8BG> z`S!tn9ov_m@_$PF$H|DLEw*ox7sFOdFqgB$s%BqJItQZe;G)_;k6~dQ_aolh%-uC> z_Q}#-n1wohzWTT+u|9Ye_XUujaq8n}Pra0NMp0^M~uG)pYukD&L6KQraK; zvC5b?k{T|R`PCmaJuO&eBAk+#X!ZndBCNWi)S6M0_!WnfM9|?Tm03ls-YGGN z$kn)51VSD-+CtmMS2EtLEGyLg++}YMK0P*2Ct-y-`~WR+ z4n3npcggZkRrjxR|DTIYiJVB67e+0Bwy3@5M$U0-5jla5Ogi=+{0PAfnxr7gduz;b zf)tgR)^+kqr3|1R@u5-8r?dv>n-|u3;lr&NKn#Uy($SDB7ZjFa?7>9cz<1JdvXZU5$n^VWOZH_mB%OD_VZ|<~Tw8ZzKM^1p-oq!dm z-g?gexCMRCygF=%oM>Tc>_It{V*GbfMo$e-_aGfB^7n{bT)#=ecdgMDQkYw6evMe& zFLV)$2awlzYLL6BpBMfXML?Z3HMNn5y@H%bku`{FTzGqJ9equGw ze(yC(^4*1rJBW@BMfdMX@-Ed6-8&n_XITdaK@oog`ImbB-`ms&a=zgg;C?RVJ#M($ zx*|}D`B}Qsn|~dBRMU>FQB?=@?n`@JNC>)WNOl#QD#)U(1KBS+vMs68-fdYg1;ufH z0{X_^7Qq5J+F~pCF>HZ`$q2dMN52ymq>JJ_1G>j%L9NX3ih^<8oPkBix_z$p^odo? zknP>RRhO=^gm0M4I*8!t6VoZnfm?qMzS*8ncOk~O0I}42``UE@Ouu5V^ulf4hMr$z zU5rNt{?W$MTzMIvFE(Y>9~AlP!}>=%iuS(C$#X5)Dg6rn1qm=I5a|lT#J_2)R?P(q zl-7A>bz&>3v9kvTIdjsl)!lo;TuPu%haHX{E8`FxszUBBNPAJ=B#^QOqZ6y7j*3rP zg z=^K7&Q}7euy=mT(f}Dx}xaC>86jjwSw-AsLu8hBJTQ|gJD z$t6`W6w7xnu7*ESRR!jp^rQTlyxjub@HWq@1A zZ99MP5BGrAsRzKD2D55T2;3596cEgwk~8{0iJu{7&_+`0q(VD;(4b|%zoqGp#xpJZ7=-a z-=B_OofCv~d?C@QIKWzvmOcLc-iclZ^@$=N|B-gNuknNO(l{;5#&uY~J|!Ep_39s7 z%BP9a=C^NRw<0Rm!qq-i!<|NEBh;o?0hU1h$c>ef`H#0sK>Udg&&xH3TqA33`;^}} zjnq5#VVB|>l5Z$3YC4v%s{TidQic^*`dGwKKod9jA_+?s-zhA8&kTK(`W#E;_C`>| zhI(iMdj;-kbo^ab_@6t!Y#?Mxl+~?$+*9_dccZMUw}*^#&h#|=AG^O+U}e7dniG6- zNE$j4SaNr_(pp7!S%Hce?L1j6*4?$Rtn%&Ej(<-`$@8lu)Ksg|%iFx?{ zkEfSY5SFcE;73 zH$POk0c~=`Tvdcm$aSFf0_+FEG$DXa(PeTW{=aMMFAvQ%9E3DcsZl!49`T+f8F0$0ZoZ!@5$au}=qfd7hhDc~KOh7M6|}5bAGcc5{TDcYoA?h{0bnWOUciceHT`qc7Wt@b z$i~-EyB|}WKw>b(=W*p>?w4krE7#k>2l#Zb=-CcD2oyq3dRRUh<77^lXc`MkpoP22 z3*RhG|KQLuKyE+&R!&z)u6hNg_wuG0fYgu>i_@B}Y(yGB;9;7;u)u?qW0N(E7PDucfu?V)55r5D3P*aD*qWDDp}joI>?~c=l8u*xj#eYOY63r z?~g&%kj?HtPbDNaGZ3{NxM%B%&LtQdEBv9kLL>gSTNWRK750^_M|hCmZo*m?I{}B7 z_3Se&Jr8U*Wk9gCrR_TZZ0=2ZG+Wv)PyUS&W4cWFYO|xCKzM`6_uB@b0ivPCv z&^VZ*tMm}ruTh0*2(sOY&NdUPo#x$5Uoy*1u^rIWoDIt1ORIQ32s-&?l;~WtY>7Wz zElBWa2mERAHKo%g4uyOC19>9CHs*bem)62(?(^&dPE-^k4Px z+qw0mrNJ;PYJ`rWq;4tfpX{jWRoK_OMmSnN1*Uto05vcq2!=PBJ= zA-c7Q^}Ht^2=`GC8#>gGuwRyDMLVy&%|G2}{_VC|URJlP6kv~(o$%^x5c@BWVNJ6@ zx&(tdE(Jv+_Oo%t0eb+tstpa*oZXR(2ivPIr_;RYBhc9S-A8pV$v_3)wSA+E%V>j{ zqNIpf%y6}yS|}90A>!@CM2B|fPaa*#()I=~TlKD6N!-(=k1*j3<0wJk;SBPZa*_T~zz`t|RhV|6dGnCF{_!@O-Lw=(ys z%uSlS>QGAFn=yE{^ieprX0(0q5f2xj&8r?7!?A!RjgqzwP{qgURvn16~>k2Y8rkpQJGX>WagTQZ$dU)v!9#X8U}gIUJosnx(TBF3?}NE1579}%L5QHAX_Si+ zb=W~fgHM5d9&*1pM8sZHrXT2#MrEUuI}phIRy`e&%(Pi^oQzJ)?@xE`;Dt%uKveYz z!`#FgOq3u58oqDM6InuDguS!t$CN?_P%>&AdEK7UdmDSxhhIVeZR*uwcsISXsAs9~ zoYNoLJiubF=ZVo&i^lXp6`17%m-8|b8VN9KoioFB5L z;$M^a?3<0h+KK;D0))w2a?nRtQ5athj@HI;fQ#!NrxSs1Sz_3jZeJb*f+%xbFlL!k zTM+1@0)-WR{y)aPJRHjP|Gy(86)KhNvKCoN$SzsNUiN+3BzxH=#zR_&k}YJ91|g>G z>!>7Kmc|+}m33?rhRI|5-9zVm&i8Y2KELbguXCNNX6AYB_ww3qnQ5~Q@Jhm3$gEX1 z-i>mtSy03+TY3K^!=G9Jo5LS1k6p3+(0Maq=={DHNpG%4;Y51&s=)RuV@HEEFa?}m6uK~eal2Xh{f#)VDrqgaW76Hd*S8j z;^?_9o{uJrdJdY|B#KsbZ}jD#VAxjZP|(Z^qUv#^@Z*J_n?oOQKVGs`}CJ!(JjN=Y@wLA((I%EUNPC{v!EuKOKLbw)Te2-0s z%%h(RF*sz!ht5l1R_E4!TzPe;feQciFrL7;{bYY68k|U-noRB|;828Bka7>cecf}g z6##ZT7=8Hr&wo6Z&7bAPqc_JQag0yq=1|8lBp2nC@+#CTb2ye5X)&-cqvH9husW42 zTEucOx+4TLu1TEp5r7H-CUgaB%mdYOoOgL%d6!xszkvej?0aqU8$Xq=JPAc5ow-sV z8w0uF_+gm?JaVR#)8-r4PzP@NhspDT zcp2F;#v6J76FK{)Jj{h%DEgW~Trp z+EkZ}b=m`U2_$%>K>ezuBYHk5a%3{Dsfg7m7nk1A*KfDj*pY!;-~-S#ZtxMNqZ*&f zb$p>vJO-h|n-X=ESAg0%(9e>UCaEnKl9pR!cOB!$8E=+z9bY=FE956F2pqAt&0;s+C+ z;XLOZh8k+DKfkO(c#2`sG6aY+a`=JrBs7ALt*P+X^?`y@70bdhOhSho7;Y z(AL9{p3CQ|$lhW>5+|J}_yUq`eY6Nn0mA`}=>lU7qNN8x^AEe&%B{oQ1h}o4hi19s zFRi_Z$#)SWZA{eiS4&G|Z+x%H=SAf{QL8GxW9XSY#cD|)CqW#AM42#dHkp8t*`jPT z>^dDo_Ig1}i-&KsM^Ib$c1JjYamll+|9K{fUNStc*es76ftxX!e+=sh9l%dU4qE6S zlMCi&m5ncS$h<$#fqwsu3Kti$9S6`v>7K;Xy8;2&y4MU4*4?oaHa%pU>b2dnjw=^} zIu$815&jDqoXJ5J0X~{pW{ZB)FJ;=6f)glS!YGW}?6Y&QB^QFQGyc)|&fhkQZM3Qf zu4@AvsoHW@-WX50s8n6(R-<5gON+oNq#GxKwGb%%^3n;;A-AqEFtX9S#mk6<*UXug z-~JX+n{!K&nJ90+QwqvWH>+Zn`V%AMkt51q(0>|L>5gZs-Hsi4 zjnPf%5fcsW^Ia@qtT0;tQgysjqbGH2eMEdsC7Jx#N78Pf&rW-WlE^k2@-*+tOK!!1 zn^gWK&et@2CjY4?>OCjxo1Y zOlT7ju=nU6w-TFP&6V2X%}~<49bCLX5;xFg))7gD|~8@V4K>n+;)YSHQk)u-=>69KT07Hk_2-MiDwG_G}r^s(OJ-6`!Yys z(Su73pe2G3M#QfU#|b(dXvKZ@XIr^{5Ab33gYje1I;e@d4uA$RNajQN+6Q=8PB=7c zAwg#~#~;Q5dM$Ivb|@B?F}agrT=@NlW1@aP9)(%GeWYbIOdr;d7@C)YD7gtZ!s=p8 z&pj_ZzW{_a#-pnANE{(#8?Q#N32;*SD^1j|P3+w#`)mG_%~JBHF`JZRZ5$yN_6;ih z$3M~LWr?o*sN_=-vaf|~mw}bx1G1D*Ig?Kra(%|?F>+GgUM^OgdTbj5m}jz;(NKx} z<^Yyg|zN#l&d^tzrdQ*jY*9$9fkyHQJ9F>4{BOXu(Pz{h> z)gQv6%&++{S{|YnE;7KIWxRaH9$>J{#7e0XheQ1ZEtU%&|9zn6F<2HknYeqOdBl@{0gO;=#uy;Fc8LpTP3)B--E;o}y6h)Vw;^q!VyV?T4?7Qg6y4ho4(} zreqQVY0}Z72K#o-bjkaa_ogEV?{)@1h{1iXA~Tefb*XJ)H#~fQa){|sxQ@q0#N@2c z2tuhRsPkQ1#M}&0q$amR-R~?Fs7jm&^VBN@Zmy@u-F@R>t2{mJNIn zL4P`!yh@O12+VJNcB)*dednZ3^5D{v%{gYGRbL2@h#0{6=c!i5?HfZgFUAd1C=aZNCzJL@0XnV?^vp>Avhf zfxn=os=s7+_Va%+qvPieYOdZu@{K`GPPs2_i`C@huEj6d?l)`=ERt`Jv_P(ZK&f)e zU$6a3)a$e<>Miwk9ZO1-G~PKV|KIcPt^NN!|4IN=eoYikMx6&T%eTtL%X8aZcX`Nz zrfcuEKMG=7JVs$k^8&j9L76 zR9-BuB$HIK%#~NZAv|v2*_aghjp)O+II7QFX%oy~$9sn!A|q$E)A8w$rbMB;@}se3 zmoQjKL%$KMlR5w@Pt^PXJRSg;IkPaR{Qi%vfsTSeu_9AE=rysvsaWxtkla+PeC91+ zEw1)yZTM4Djtu@KZWI)~ktr?$RkLbkp-plw#Tc4r9TBXS1a(q_g_xX+o9^BJ`|fy; z84UWBa{)*A>WW`^XuGLH<~auCsD*qO*`G~tJH zhrvoFGjQ#7{;~El7AGt>*{EE_tne!5V2vfL4^$ldGNQy}zPAXzeaCdbq>FweQtbgI z=Q&k90s=#7dT7_3#LN&aFQa@tgPMDWekJmWKWUL zxm=3cKQ%<58sF8fQ~vMv3s-E6Zt&_^#mQq%zzfT(BWTiD99kyLv6pGVvap?G!p(eB zU`R@&E{%+e$Ftv5 zvnpM+T~we{5iKt=3`RYUiNj&X3}md6zb0g0ml5WolNpFx|apuG(~eFafY+oh$d$X$AIEK~$nQW$U6bLj*-(MoRRT<9ha z!ijO~SfzFN&g^)VSose0{%{r8wqhjjb)5YmSkmRWw($c zfd6!|`6VUi{x}CBYqpbkre-aSbWh2!_22cf!T(Tk$*xsr`h}lKT%u1I+!Le*M-7($ zC0_q0QGZ^OrsX)qdE2Cc06xooe;?FKF z#E4XngKedhWSdau;GMp08|5=o9Q{VRbOoa zYsb|V_>g;6DA`K~>5*gSI0b7F3;-=wZrLHfyx$1gaH##@`CExZzZAh!^1#C@CfmIB zz0cuOqz7nWJ^D!8Qp2@F179}f)1jV^scxX@k4|?I9`Yq_mPZx1+b-uD&+p&oeGeXO zc&$tj)EhrIQ8(qT_fFU*CR0@(I_>h2oN9nd%v;&xKMet@i z1ZQdRKg)SJ@v&dZIm!o(8Ft9*&g>+I-Qjgnd8QB;6oX^-^0fyRPXvL^DI8qDK4*8z zX)$DH6P5%g`}o(?5LT=kvNfd>8*94TWEbLrmprxcg*YS8{_kyUPe zmLaM}U(44XT-kUotKhLL@nt0L+Ufs4^y-Kr-VB*`8)2R`2(~`drznr%wPh5o4zi>4 zZStO2oIVD-t`#HAssZ=q(+2G|Q|OMwslk2!cd73@4n*@uJh(_zUgurcD1DBw{%JhQ z=V6I>Z8RqPj{p(#*@OEQ8+z;%MZvV#0VGRtJT&w z7A@u?CH14ODhSXoAOt&WtMn6k=;xIjdg2%UhNP7AvPz_0`z$h0pjG3%J`zWn?|_0U~GCYyp_}J!=08$#KAt0)cQ! z_~dJ+EHDM6?*V@SowM(l_J~7)(6tHHia26UCN>tANUG9Y#4T#Pxy`DZZq`HA%c7f} z2a-InBvg}PId8|L+;!cMHgDepwBb9i+zmPkR5++|9oRLTmwF&R3msWRt&Sc=ml}5T z+yIk_N!Nv$Xk%f~>f;M9Cy(a_w{k@3=Dr$01n z4Oi+C!;}_Zy>@@g(4*nL&it1F`=4vikwDr6eORvN+2y4~!X==anz0hV7bTG)FA}?L z#%-OTZ`(qS0l}!-4zEp8+cg5m_rw1Ei)r^K_|gF|W9b0Ewb=}5`hr*qEe}b7$?FIZ z=eL6PeFi-B;tp;h#@{w#3Du2Vt8c;mnG^7ogw|mz9w^d1*CPQ9omY6I1eL)Rb(Oq+ zkc;;MNCH4yYTZsnR)=;Fq##wLRr6Vux_J%GAqW>_7jEKz zU$6L{szf6Q;v&TU5j3lCBo(n3GI)A4?xndflfo;bMTOG(!ho~*PVlZ-qvO96FWG*I z#AWE5-{y+dZXAypTuN~2(Uy*j&N_!dE#Bqu zlZ2jIU4K!XNwO0oE?0ud?!Gn*WCsW&sCY8+cvPnzI!WTUm@1WgQ`ivHTQhObvuaS6 zjs9?_IAFbr4dxycHBemA{d#^jDigT8dlISdmRqbt;VrLM|D3aA$h{@s=x;jX!4pj3%O({x53Syvhgbh1NU85Q4w!l+V z!e|qWV8>%Xx(j9}c`hH_6u%W>L0pdU)1BG``C@Vlpn306D$Kgh!E!=GB^K)Ac)SM? z@LIPS*n(65l+`r+d?znN@HbeSS9Z-Oa)68LkHsB@1pXorX3bR(yvDqzZo}azGi7AY zI)QG^=;M-o0zHekWG zh#4qd0Dy((=MVhBu{gWdE{lPGDZs;1{dBt42d~D(8XDF{wy%cvCrEaW5@GFqP3C z4JB76A_(cSoZyY-Tx@*6xWypA!yh;rhhtMa&+knC0u-G&5wR#uu54Xc&PKcLJ05H3 z462S~X5)yHn3NQ>2fU^%{bPQs7*dxdJX$dKNT0+ZNax+~cEnkF@xjegb~E${!tQb( z7u>B+G!|t)iV8%hA-fvqvRTu%X^yn%*w1xQ{kz>Le_B~?Oxg<_X{A!_O*bgs2tq+z z7z5h_s-4mh;M#h{AS9w<&Jdgk#JR~dLQl#dEAWT@_<|g!j&c9P+#-j;-sMs2B%KFp z{OUrp>i%cBM#ba>S;BdI=_@x+6eCrqFP{LU{4@FK8EJy;Kk+@?WN4gX&~4p;`fR6T zH+sUVgEE8WD%pH@!K;RPF~-)nl{C?qRwItw)!C%Bsv!==H8OG%Cv%AGrfWbncHAhd zp)c2TCoq3Me!L=U#t$V+^FG+jg}9*#Ye?PfXlidZ35K!ds z6w1bNmU?8uIkZU=80!sfs8?I7GW~AeWEjF1(AwJVUKlf0^kJ%A8;g%SZW(e1zyKuB;k_uh(8;G};9G6l}YJs_k-;=&uF4HSmZ z7OTU+2-X$$SHi$v2b?3dayxF`*ka2t*4+ju?&fA{NeZ9xvrf6SlD!hS zlIM`UA}Rz?aEn0>h1Tz1d4zrg%;a8mzS|o+d`Zw)wAkgXx`GA#0R{X^iwGm zMva6)pQVxJ;ZHUOO+(>|7Vi9RX%mObE@falZpbcykdh7cBp4Ta#`i?j9Nm;7$b%2) zmDDe597YR}-Dn}sou;}#aZt8y!n zvz1l@M-HpITGxX+L02iqcNQ!n-2I$dRvergc#LeE`?`6l5~KGeq96{ zFpoJ6dXffxhys?>rdP8%&9~^9k%|5GLntfh1dFX-CjZcJtrwc7(zr&w@KyiJ+bOC$ zB_+1B`fmP>{o?!zaOZlLFcW|IKl43moPJoHx#{Torp5hKNW?T*QaFPYmv19duP?9R+wtG&JBt7~ zF8Pl~AcS}i=G17u0l8G+-i+e<>$#*&#mc_*Ap~##60~t?S)JaBZjMxYM#Nx)kPm-` zS;Ds7OZN*VKV^ji?b4H)Vr`^7kDP*VBMAmXTL+?Do~6(*M^lYSay^;i+(xBFHD?F3J@FsIArzR8`eui08X%jqnp7VGwrI< zXAc(0WFFBg&Y{hYaeo(Hg#6RpmsWfXb+z2r;qdO>VDe z?7Q(B=cnwZA*Xn3##T9CEjvAYIw{xR`_8v1`wWsO3&mRvj;(ffZdchTFUJ6MB3pQu zJF|b0v^+3a%(tMe8`zjZlxAllPwGF0R8D=ve$Lf155G%C?1QRdp~5b zgtX>;gVHt1#DDj z_HFGA-rOq=?K^S^kZrp}{K0+|mv3(QWbkt-H&?pUd3en?cM6&gYah#CrPU%lio&5e zh)%b6gr{r&s&)yW9Di(amiq`216C)RRV*6+d!_^i_lU8D(-Oe!*zJ6Sj3TL5zEdj19bl{CI(_Y!Pa6W^L2|9)B6 zcjPe5bD-oS?xg>U$Z%UWE?3hb*wg`m+3xYG3m}iJHYIK_pOPMPqHGUY|h~BaqWdLEHiE?K>Es)HGoL_%pdS=TR_{?;;3zdwRzX zu)S2myBkO0hkOv76o-P+-SuqU3)k5pX<3fYiH#3lFposweh}? zmPu;WOwE&}N>zSFl|8rp{}=%*iIWmyF_?uXIDhDdl7T>#6YNN2&&+fqmM`fLVg&8R zQe@<78LD?1DR0p37mq@<0~ejUc2PSUvrthZhJFb_xI0jAl7@&*(}9)PfVe>k*+EhI ztJ#7T%Z=}&Ci#yoewjni!H=h?#5u351@w5{Vb%svK?F|6 znmUVA>=eVBF&R4k51atZBC7d2h+wP*4vfb7)ZNfc&I|pCx>{m!>_w@M$q<~a2oeFp zpS;||__l?-sGV8rb{;*MpD%$gExLayvL^UKhZ#;^4=LpsflCwmgStBamWaL{j78pD zk5pj&r##a5(iVxn;>q%a4ysyeB}7seO(E1YD*z2LBgi@g73F^{6%n`quVjw#-SG)! zd!MGu7H@#fj6n$>J*?KmQE-!kn= z9BFAHwUII3EyR;a>U>a~ZG~zm)gG_{;U<_s4N1x8DT0)&;6}82RG9mn$C?A6NT0% z>7Fn}MYzSHLEf~7Lg5MUD_26S50>>(5GXm!~ECPx~?Lt(?W}=Su)LEEAL`lrJjy6=2CGpBeyfzGs;;=KfE1QO$`^__H zZndFF(I#lX2?;nyda;{Uw$}jPXND|)hd~W4j5FI|4YIe12|;>#NT_w>z4uyCtqw9P zcf=<~@p$nc8zLNfyv)bdchX^J!E}c%0%;jvl8o)`!<|D_VE>7zJ$vw!*Yzn_MLgwQ z-6=k9;_}zU`l*3F0v5OTiHQYI!GtU|;Pp>#Inr8RId{6nLnC&>6snsCU)FbWi~B5O z5a-_&{_hg~p(%2CR>Q)>I5Us|{Cl2x8x3EKN{1G5O!enP)2TbB-HDa1iTo>@Oo10yJ1e=q=f&zdZ;N}x_V2s(T(#pXVIfy=46w>yt+ydZ$M?ZsgY^_0G|0G zRE%_xW4^|`0YI4rhtD~AQu9KpCL2S8gHy??@8XKdqDCENoO#A;K&792r>~nlElhrG z{bBr+cJ(;$6@gKP2Mmn{G}IkF0z{p3-=#`#IZL!2Y~O0HP^EdU3d`xf!}vY61WW=t zUcm^kg3b(se!)(F^qX&G{{kpnG{=rTU*{q>(GvrJn2p&>b8Aq&l~*2f*|%b>fCcAk zcS5V#NygG2MWKAIww|I&gv-9uH1z=h=^AKfO zuwo)Q!55UCn09?#0Kgq+@}3-a@TsWjN%qrKRbUyH5hmCK6l|c);8Xo&&EbU>_EFhB zrzGuO&MoF6FFuJ0fGfR>%bfBdDf-OL4n$htuI=x;+Ewv35_k80PN~EKaCOwobb!sj zmPy(2g0iIc&ucM1MQu!x1mU5Q)IQ?!@Ixt0SPUPDtM5k;g8dCJq-9bKvP^?I$o-E9i*vC5f{y#M!osLi zg*)D7RCG~)UUU996&->|x2+>yo+Jk59FaL0b1JNGi8m-Y8aPsNpO9PP6L0|I>9955 zjGsDr7vz9kP6Ih0RLNc-7%W-ulWk5#fTNsyO&EhMukW_@PxDN=N6u@$S9|uKFX?7u z`h(gscd%Q?vTCj|#sQDUfSqA20!fLFWqxx(hY+YlHxF2NHR|BAbpPgbByl==I?*+* z6>>wD6mF!9z18T95&KK;OzY`-uJ9nD^Uk^_g~11xyu3jd^Z+VMsdrGf}qX zqlP8{X29j-@;pn};#75Yj_H;4XEsWd45#68`xF_VvX3?VV@e3fxJ-!29u_{tycF#U zv(et|z@!d}0$T(wa^T|W)5FxnXH5=4O>VEJL^s{WhGV=?8?pogUe3-A@h-r~SM32Z z$0^xyGRFTa8b=8&*Rjea zcQKULxjmzDFw5SaAXJJTs@OQMObEh*QI~}5?NkNgnpo1-y+IUec*bh15fByOysh!rRS!Cl@UAkPtI z1IQ}CnwO^Da&7flxoDoN!H#9$(*1)CfwAg7=O1EA?51$vKofgkXa-hNuvv!ljPJ(z zPyzeDWQ#|qXBAH7GgV72ABN6xCx>}hu+%|4uj*LcWvz=_ZFc0Ub?`{ zD4grAG9Ra!f?nL=Gxa)4p&yu2;|G<9X2+#< zsBCKF>M|iJ7-Th7vn__MfF>B1>-nkNx<;GyG6P%qgr1bg18;iucN5t^zgInXPMU2k)cl~LX<30V*)TM%*sBGnU-+L`|$Hap1x{6^~nf6hnF z57NJXk}U|3?B{kCxih%)uuTsjG}=f$THe#X=~F+CPhWes;k~FW$#g5P+yCY)0RG9) zNHSM=reoY+st0$9Fcp9XhQWCyFMpsT@n~C38zr~eiv#&dJ?qbKCHUngo)<9)y7hA6lRUeam*fxPDJ_s&^Y;D{ouhVFRW!eZN(lqQ5Aq>l0*C`_<0FS_*r*NT z`F3J66DIN;Rk-E-GtK>8=wg=+Zzjkw?xOwnl)kbtxk?cE_Q__$=WnQ%N7cS$b2q!B36^LePblO^JO<<8#iJe7V6 z0#PlC%RoLK*4UK3sayyJgi7i+*^6DYY#^@N<5AKWfFTz*ZDMR73gjUWvn`O{{u>Zz z2s`5azxQasN?f1o%&!1l+}zg^0t3K$OJ+J)m5G&pU3CTPEu~k3!2rjBv-ac%|LuF| zLlZqDpic&F?HJ=se*rGmr7rnYQ{@hsBZ-WXfejc^**SI1ESzO;7F7o$V3emFUz7!qXs|U;GyP<2m1(r|MB~`Xx}cqXCW98dIEFq0fOnY ztD77@z6bc=@G|Y6VqfkBTB>>aqXExjaIO(=ztnU2lY7N_Z>s-cc) zeD*D0QFc-dFD42)0hwa>&x<&7fA44;0qYY{Ha2;wPs zL9n!7&|eyK$Ny;1ce#{)6pQ_0daJUhEj1u#{EGY?D`k1x_x~Wyfx`DkEeQE3J30C> z3b2gz$~nXn;TJ%`7h`=uhLm;_(St%GWq{I{sb74$2F53GW-!$KJIfd-7=vSc3!FzU zCHu&&xmfEo45@PND>MiOB^u9S%tGj63;#Ox0;GCn0uYVrI1Il6F)kw@J_NNBFCV;% zLrhYau6ILkdlz6yzt#$16J=?pev*0dsZHbJ^`i3~J>LOX{z2>Bz(xY_Z~C`Ajh+}J z)zb9d4b*YyR7C>L6vjoz;nvK0bP51S-E3;h?>3Fr^{!R)>%xw6Z%0o#0vl|_$XvITKX_&%*w~`g@-NT6rDwPS zHyya{%(g9UxW_RM-_xF}3jBD0D%cKkOm-$L6SY}sBEcXgn*JPG0DMxwY&3Vz`$080 zr3S&+tO?_e1d)glpq)obr2dly}X2j%D!g@s6^WaeI zYZTJcI6sbDO`fyE_ki?cYz&#<)vJuWjYlgM?OcMiRg8FXef<8RO|>CVABDO~P#J!3 zArSDkA^ox!H-4b=d>cOy$~=pQ@%Q?$ZGoX10tBkjxv(rb`j$| zs~rGPFfy346OrrQUz5%?0BJtfXc!g8%pMM8e8<_6|MP6 zG;oyT<0PU>9+O+LQ2xY>9w(4q+%0Rbg$82X5FupIpV|kiB=A@Eh@QlD(?7KUzZpG1 z(gs!1Z3~-5`uEP2$Wvjq{OXSYW}87E$G!(e)KK#@E7ust{2XCZs-#?hb$HX}22!pb zd&mdpM5>(AA=Ckx*r|UF+8HdBjDVWNe~Fr@KV_H^{g#|Ru!k7Ha^pEsHNk4);C2|{ ztkzIKdung9mL7{9{LBY%hK5^5%$13`9qLpYkB0(5+vG>6?^h)SP<;N6#`(3B zz6DSF3+l1FV#O3$+j&kr`zm%tI21vs8_PxzYV{JuyN*F#A-4^Z6se1r5yJuC#sGn* zr$DsW`WeVOot~;)2z^1rQ$=`G{!4SOeEzQ2NkgA|v^=Kn z`SN!;6}FP?zj|4Rj5p5rWsI~R_Q-pw<6rYb;Ya+c!n$~X&YAv@KP9I%Oyu05?8PgK zNek!p%sk~Qj~Snt30+;EN~ZJUsE0`F<2-UI`=)r$M$lFsliojdKtKm0(Ci+)hxNF= z?OYN|e@JploSJ)-z0l(;nkB=%#MsLt)x8B>bvYVd<&97Bv_lV|&&qSiy^$$=Se|J0 zapq&}_L&~iBI4F2J8;htrU#DN&QJ8q zJ7{>e{r-<54YMlje-Gg4;vie1p4frxi^M5Ed|Bh?rv}f-LQC6idg3lCPlHIZ3nogQ z9SofWyuO9#D!XG^Mg&wP1(zr+oRb(!pqH1b?dMjdYsxx#G2w`9YCg{J1<*w~o&rJ|2x zY93xZgN~oCY*7~rMj)ph&IRt}jcCMEgmvJ)D+5+;oJ=u;tl(CtES=;I7JMnTG}YJF zHyayV?eVR3&9^fC>ow)eU*`s*2(h&GspZ?o2=PxJqh9ZF7Hf!K8J!!PG_f|+?Sa;e zA|GvIKYSvqZMy1sR7v};UAMRW{?AqBKzcr??IaL<2|>4-J++Z*Jn`A5Noz;*7Nc<8 zNw{zh-J*;{vpD5mCPAo95XeP1j$*_y*Z~1>MM$D6V>u2B%B(6c*K{+odSI3OhEm%` zM0YW2!Cds>P^pcV`el7WZ7`t-+dZ4o!4ioJ;qC?vfN-6bI2q2OeRqq`rOQDBJVK!z zmnCfSCs`kXh!W49;PH>F(pjYF=itHazUaNrAA|K%aiw`$T5qHwkK|r_L^esA6S{pA zItoqO(h}uwx^gnFBfxo7w}uOp*S<$aG5M{d)4q0fcD65a_V9x(lS6jD9G(R)v+x9b zrqS6(8}7`^QPvX~($wVoq8EFA|3ZQn^@`d>Rc+*3F~qQ&9ERkeltlu@L#X;aRscG5 ze7|x-hrB!>Xjkiw2Ml1u-NN0*dhfe(542jZsKTmnALkx?PyLRd^dVgyZ6F9fb>9nV zz^!Q)@?BEPA&Q*(XBP z?e=Z^0cFzH$rRPnu*(b>SwC zP8vfYD)DD#U3@>tBBDpqKvC1398sK=u(z?+dCdlxi+~a&XI{Bt_L5ST_``88+yTJt zATU^;(QDz41fR1L5&oDX#CVo6JDIBYMt08%y0RQiSQGb7inW~ z9qgHg9ibN8iZ`AGMCdt4s8m-&CoC(%eJjw}!K+V&2fNM<%yLbH)*a`X%*<~+Q`d{M z*JSZ3L0x#sr?F6&iNEo=Vb|5vpvbt@k;_e|E{K)im|a;SzqaWylJm@VSh~N2FA;m}+))lK4y=j44!BH6U}?>;a>YfedomSHzXmPh z&rk=|8UFrOE_)0zZ^NCFO$#hfwa2h7iNYzbTU-@-X9S1ll_5-Ji0GkUZ0RVtYHs|B<;@c;H==RYydJD8u1=)! zAx6>L^Sd^FM{@vGGMu=6Y%-?U0#%&LF)-djW6kr+rV4;3@OY`ULNk zL5qdCxH(zi$Z}b}CVY))jJtoG7X2W9*YPOS=hwL!_@3wf!eI)#`5_;^qjgwOi2ZoY zo5$X}VYZ9u%k7F3!~RCeCczopy0>s{vHF8~uN#DiMh2vhGw;<32(XBQ1EK#DL1-~^O$%}`%7gr-i%Y@7{K5yy zcs+=4e$NYK+1X*l<8V1~KW9z#_ue>z_Txu5Tjm!Fg21Gf#H+*|mh zS@^=r8k0@i=ot`;cF*=ZLO2Bty zAWRn?y$NDNq*}%@pkW;My>vqxo0d^Oytwa%Ch@$M$(ER{vVMS9kq*pEfkuv<(ELWH)_U8DWJrFm|~@*08F391n|U^;2KpK0{jRoS3@sFlp!7S9;K+P)eeLYf=fi=u%k$7Z$3{MG8Ls;S|ilj@_LOzy^ z0y~B^^H$|m%Te*?&xpxK@2tMo zaMedLvRoq@eLeQpg1&}BYh<~qr(nM{WUFr>$mge#o!5xB-$atXFd(ZttYoG5}a z%iHFCd>e5O(TT#R24Cy`p?s1e_-H&P1bhk5Iroi(gUJxE)Pvl%um`cZzc*^-nJLeEy`KJZ*Du z^1%f~jGL;o)$<>SqQZGO5R8XYg)>){)pZR?S9&E^OB2EcFC3&*+4lQCcx@gT3|8ej zPXJ#W&g=%!N`r1uNlDnGa3(N4kz74Dk!Soay($SWGxA3kFD&zttmlI45EtmCK3H$J zK(gNC^_1sf%Q01gBR;HRkTPXN9O&!i-)jtA#gI~#Nqf99Z(&F!x#d8r1rZee1;I&4uzg(8Fda;K+=Ij>VN`;4prd$BpA;Gl7?&J~%%wo~FLtQaNlyBRc zmVB1P$`uiw(Hp%~yPRyt`+0IicX>(}vZxqOOS>dDs08BVQOgNjXWp@bYL8OO;HmbY zy(^vYbxzFA-Bk2I^jzzy3tEJ#hbQo6u{frCaiH$tg!dEC9Qe2@AS~1-2ns@|;j6x5 z$o2Pnon_bA9_G(vrKH$SOkN@>G$pJqco!OX51g1tP`9>n$j|fanUXZ{YN@IJdFpUr zi_xXRW6oT!rx%39j%Q9PtskE*b~b#L;ouNTmWnJEv>SF=7IiBi9NWI-_;-nZIFo#+ z^WdBe2ob9&3F7j(fn7|?nm?KjNYG162nq?}^;s+KfJZ-nx;WLg zj_w&1C01f0=k`qbFx{a-%)&9Zf!IS8mn!4wvlA1)sPg`SSwMvwYK}$=RsgbQ} zNM-h!#G%>l{uznSFH1iD*)iPfA19^vld5zq^f?m!th4K#xGSr08Fm7*E)TDakg^?A zlL;&|}v9#^xIZs+y3?UZ1- zwl0&dt2#(|aBpTvVH&`!T?f>RGW$GW+){VtVi}NUKCGQ0b`S$rM(K`1g}Si+VjolG z+Ox;0X30fec_@JRH3zfNo@f32ApwWSde?9Xxj1DdBPzracKuuund9U{{1i;an@xq> zx;3r?3kp|K7A_rbY3}#LrAOdw6N9Ov;W8awen@{f{I>pJQy#G?;el;=^|1_b&~?)M z1tIReLQpQa5B5D6xr`>W+V8}~sYztHl_8LWLbw}~ZetkoYH@hLy;0GWl$c1IHQXdF zems}Cq+%hne^v%gJH6$E^HXRWF>$Ww@iAr$wpW15AwxR^4E^E2bDV-!AI}3P``cYo z@zo!*i)&X!l*THIycA#W**Medx5*32YGbAh$z@*nA0qC|S8{n3i$JCy2^w)brwQYK z@Jzx};nhJqcRIKMav^6r1VLaHYSU{#5C9s!R}d1p(*~}kwVDBOLXt#zJ`r$ZK>pJC z%Vp=a`kx)>4c|5@|FzW5HSFgZ%dP6|3wjk;?!kw?^yChi{Xm+;#kMHRB*22RUXepm zJAAZY3?>uhJ;@ri;uVb}Ex$qM6}1V;^Akn-9;&Rl6Xh8|L_@iEG$}U#JpLOY>?Gq5&ewU?qKFwextlKc}qw z7hi4?xfLvsfc`9ACtk`DHPCBLrMA$a9;K9OJf(xQ^!3=c3Bil2V!#!Lki-UgW}I6K zVq4tuO?nfd(yc>SG#7$~JyJ90r(J@Ar))lgOrn)SMBn!?=f1wnfIwevSCV(^304E1 zp$uoG`t8dYS%_irX=xVVGmk?f-q2K~H3M~A@(xhJVBgv$NUD3zneN=rpKfMS-*!q2 z3RoxAZ~&Z|ml?+r>`avZm_a(n6eL$~Vq#JhuR}P1)+ZQcwFUzqO^w(uQJ!+xR$9o< z*B)#m4{X=*lxXf{2`SM=;2~-r6HRN=j>LVxBN_ISfj4j!VWVt!j^Xf@%V&fKt>7cF zVm+_tlE_qTQ9}mlupl(aPfYZKUral*3PIqr``y@h)dFslyKKp_=ieAFPBg`9%vdV6 z@g!5@Bf0$+Nbhuzf_~*cN5oSGeb%WSp6N!QB18~kMcK1)Z-Ji8mwXQ@F5sqTIHlF{ zJerP_dMUKN z66`N&`Q~5X$*J-5Bg>P{_M|E7b43kKmy?T%8eMt|i{*Qd5SMdx;np@o;xg-DV&aOB zj-#5Z+z2)`AUJ51;`sI9oy_Stq1ApM38w(wV6y<8o7&0lCX{5ey&^$%AN1<-9m?rFt=^<<1+8$D4heU*^xh=x7`x4|vu|3#S-67JIelxL$N^upmxd=7V7qTV zCMO%38MNfS%R&W_8Mwec0n!_mbJ#Ukmk~nf+E80;z{B`8`IaK<7iVd=93iOBP86!M zn4jM#O6{US87Tj&HHul{=nO$NV{+d9Ku2L{ic# zE_tZhH2l2UFl;j;aMQ%4T+7zp;wWS#FRz+h^6fN&5C%XWXQmae(T{525>Jru$?mI< zL=e8>DQ3#>(S#b$Yo;3T8g`mgx?Vl<^K8P(0G3ud=3UP8&Lzr=)PTw$Hq4ea=Hk13 z4fMpxu}l5t2;^kov-~};>0)g0rBzi)iwf@T#fQ3T-<^!a&2fb(INzsssmdJ~>`X!1 z=t5?JnOQ5pRAE;l$GhG(6!R>Y{kaKiCc8x-Iy$)58V7Y}b8>NH)>D)?CQh4~m|Vyq zyD$Jqekt>Cfcg9f9WqWCq|0!g2*K@yUxz?|7hZY_ zKEIt_c&p_@7eON{0M)UQecPo?!KI#w#s{80q~FhZB97o*r;%{dgKd=(FpxFhw~pM(3p9)-f>FCISBsbzih zn7`4P#0J7KH7p26Q(l65P8q_ky|JLwp}j9_6W~5M%c6>t;BHo5=`6Rm4d$XqbFkRo z58|Czi%nEQ?1^n@dIzv}a<+);E5P3Z4ud!y$+S~S)~766g(iRLk6*V!!+0cWM;8a`j21l&Fb)KG9Dbkt`I9^U zfpqGe+d)%$s;+Fydj-@$?8KmO=|x>ROx8lR|Ij{gZ(_kFMDoitCX%5OFmXkPk$(LM z7#t%5o1J%we3ExN?W87}w#q*x=sVIedH+&o&vN(ddVn)c=|fh~e%7=OOzuDr#~S~U z-fHj*b@r7Sum%gKfrQLez9b(TAfi1${~TV~x8|q44TV--h$5xq{JVOQGSa%gU1SDT) z?|7nsyqu32i3LsXNm7qrRlG}uyj>QFhn7|dvUj5#mWX=1L;Jnr{#;m?~ z;JL$?)QM97rY~sCWo!-mHkj)QyBj9AF9JW^n&C!C#1C`HXUs(e+2r&;8v4g7?Dp(+ z+KzsmMrUTqjaY3Hs)iGb2kSU-l^ncyvbyfHHmf`7?BjLNDKd<&pHYO zL|jDqkL>Yy;BUXD+`c4d;K}Ym^$|@~$b19Z%#&S&8i%*86*1kkHSR4x?MWTVCZ2za zF;kA+h5JcNTw8uV#f3tlB#81UWCakeRwK+q3!EQQaNTNABG#5+UnZ5fA4HSud>`;p z&AA6!U(I9qau7*MSyR>{8$WqnzD4L)co@Mzi|0*;FUiW!GX$l-6-TbX6R~$4Fh-kT z-P>s~lYa~{UI{yLFr!uZHmr`c1+%K@8@ZmeG~&u+ADp;s0Ffb*&OYp4d3qxUFj+GM z5Y;&v>6m^f=EZb%!1Gag?HfXVX!ljl`dziQK*cP#)Rc8e+G-ofFy`y$%~SYAgv2l# z9=;U<1Dci|jEjal5B>=q*g2f3aP4d>SAF7UM<~U(OMLwPTc({(W4W+7Yku_6!5^0d zEj_xKm6hqI4h)Y;1Bvq66aOg7XD@6|21bF3U~QaW5_vU#x5ej#1*&i`IK~G)ldE3j zA~Ia^5lb8j(_jF%4UtXU$Bm+)v;RlG(HP3?dWrjDc>rcQ;JSF)6&zXicKT@!iyxlLVg(+yHy{rcM+WOs|~TE6U;smTAJ*F16fl;E_>$MN>@ z9SYkUBoizzJgH+g%nVV!+@j%LL}-mO-Q8yn11vV2SX)z+npBn+%OtpcJ%v#~R$8$( z2V3}_buI*Lv_a`^fjJ(&WhBjo4l3LME<^G` z2126nzm2za+|fUYO3RBrrk=(@V<+D0bSu}WnaTeE`6!exIi9-Vy+$@RI<(GUdS$96 ztIw$H2_xzKf3*OWgG%1xPm$Fz-Z`GYsx^4Oqgbpemd%?ba%!^7m>_PG%b3#Vx^)Uv zlzoG&<)qf2kMjYTZUTHB@qejY+c)Eq4-m>hE8>=v>y1Iew~(bBQ3e70Iow=Q9op^Gh z8o~$u4Ys*ZdsCYQbPD1t>G(8xeWE;<6j5G1*VE7etYZth0dAbsLij6~-Thb~7{%u> z%GmL-To|`6SOp}cE5lP4w)yK`-&J&FS-P|FqLj3^4Z}ifm^=O3rx!1lVmW{B`bQz# zvD0){9RBESaPsO5qpQMnDM(SkIQ3*7`yfR`G>vzbG6`zOXlU7S^D6N5VUP@S2_hnl zu=pOH_VC+(8vgF5Oj*9ytwqC@2Vp(_K^uf2I)Wc&%JZd1X{)y}NU4fBGZSOVzBVeY znxMMo2Y?VMq%`H#EBwsN-CTyIHGEaEsI(F=!WpiWe>!~tg3Dc^*#PZgD~w(r6XrP* zd&O_S4TVqcdLR?SJR%g39R_mN4t1@nvtoMD$AFgmY7fB51;B)b*;>p5b<4txh>hkgd|&l_%4mkq4& zEdo=3dpKnn8oc`HYdpT!fW>v4Wj%@+snyo9H)O$~Qyc<*0+MwSYl6r+Fu=WZE!~Z3 zE*WxiQc$CqJB%cyNN_J7z+=Ey?bG@h|M$7=y6>^=gPC8YPx;KDVz>Y9_*DREWQvLL z#%i%n3tYb^|L1+6yTKZssn&Z9;nUTGq`P`fYM&s_PZ~a7f{}Qfh|82s z1!g)vUYjLD!&xNY`M`XRawWY}K)TZcH-m8h`K)A>2vj<_Hj6~7%`9!)1UNw0>~p4_ zLZUv!Rk=s8STG1~(g=-j@cLZlvgaM-l{5pRsp0yFk^Glj7#-;XA(gOLA z6f$2rO?!3k>J9ljy}Xn3eD&pFefJC97l-QBHirsJ`eK5;@keI^6&U1TDbArygn7p%4hapeA>C^Xai=TAJIt%sD!zIH% zU_yFxtr6@#To`!0`Gw=$1k>U8yBelsIab}tNg1H|`lJ#^Zx+zJa9b-)|Did>J3DB^ zBOrWxpw1b3E!m@PRg2zgwXUr(XUPt4{?!M&5Xp=wZzT9G5jGY3&vgGUXiHTPCWMA_ z7`4WZ4<4}+MS5C=RD-s}Gs4Mqr`yIAk1=gu4~7>{VmC;3ob@X>^!Jier@Q?%lUog0 z9c$-?3)yMKMYGdHTaSXz#y&(y1NWc%w)-)YuX`veoGBYVUQNhxRJ~<)+NozzWEX@i zVAtVjm+IuNl8lG3VnezNXhRiGwu@r)NtAf1OwKmF+IJne> zDrPC>?I%T>I1u{RsDP|>yF)~1`|45Bq#HXFCkm~U=83AUnDF1S(VH*8|5{0;=E&b4 zf8allPZUI^feC~kRNf+dQ!@q(BGtaab}~*D!0A@W=J4b9Ydu)Gw*Q_#MRT7HWe#h& zhZEmtwQ$Z4O*NdLqUf5E0h&V|pGfWs$@q{3bV#QT4VS75J5J+`go7L{aSKddDps*L zu%;S52%&3)126ypCPSZc7zBw|_$%YzFqdd_IZup-D$MS)$JfPmtPGlwoGd9-Gm+JD z=pViHjy(q3U7C)j6mp^~_eIwN?FYGac!Ifj%|^_s(yjT#gH(#n^46skvK3lDao`;_ z&JM(0k)XQjP3qqVxjhJWwM{yDlwCc+g%Y6($Z+4;{+mO!7?PK=@7T$a;0e19ulBkl zGrdK1M`s+`7bPXdOWpJHK2?*3I{i-8t*Z=B5(vkLkicKWTW1rWdsZ~&bc|ip#Pq+k z8Fch-APoZ?eRIZcD_j9yq*_sx1%xcB|fm6L`dX;y=V3S50X3b z`*A$MRhTae;?`ui5+I2vqerz~F=JWWDq_yC@zHS86`d#I@qBKS7;R)86 z>%+}i@95k{+3Ppg$YSGt=3O8xap~9$H6h+6Y~W?$Uu*#24p~)XQ437H;kLXlvoJkc$%w zhM_BqS7I@lOoFfw$?xRyuBx4X{|?W_@oxX76F_ZYV{WSMN-E82T~aGEV3Z^_0s+Qr zFl=ZqZ#~XM^mSMjK8|FL1b4}a7Zq0<#|K*t;Wux#AE4ouH3PzO`{j_^ixts^YkGM} zJ!~+Wr@0ZfJq{k9AZ3`uPdCoLOV5G|Kg~XYU%v)KIE`!FjQcrE>Nb(3Oo~9WDl<1;Sp_>IjGXFfruc-O#km! zw)jUoe_8DDN$*zb+Km4BUskbD=Vgz6zI=iNvO&XhszEhnen4{O3gt$v;ypA8_W)gQ zuz8rqtBbfU^!I8UXS)5j$qxixn|goL4h!9s+)nPE`n)>k4`i%Ju`5+V{09&ORCXoo zbKm`fjE3Qkz~S3^r$H4E`eW~p_@)c%sUq~HB#u3N9Y%SR1tEvN`9-oaUPkLvFhR>@ zAhU(vd%9b-e7mKO$J65Qz17uy!EoP}Z81%clJPy0m|}V9Lz2i&x>#Wj{);Nu!5Nbp zXy>EV>lar_M65FFssg)EeQ)c!tun>@o_(2dRSdyo>f9;sUgsmqf4>#p@sC$a{PSu^ z-OCCFEN)`wn^zUlI%X<>HB-sW1 zslEmpn4)^A2axZNz*t_)uq|T|lINI&6fvYUu3q>!ZK$V*8=&-52Qyhgr2S%X*Z9DKb{v`_POCAt&8ndOGS*xGez(5sk40JCOsN zMhOW|_QHuIvz3G8Vn;8B?eNvJsxw5rleGgU6srRr3E-!#EiVtF=ya8KWe)7t7 zKnT;nrOg`2LHWnTr*8Msd9XNi!Ik1wU)a^U+?+Oq0`8a}^sxr({wh@Rx6uLeSl z*^#4-TaiY!&;#(>0k~1Oqh?A0a$w7mI7wItnVoaNq2h2wEL9Hs8?YA-W`ZswnR;r=ST;>9+oRe=^^>J9^H9(yB|RC>A-sQFB&MI znMY1jUC}p^>yYqH!`sSf8XHr4-nkSx)xILk&)*eM0i49-*G{$UeAuSwk;6y#DN54f z@$|xnAj%tqQ3DNLv$&M-IV27jxc%Mbdg|UiUOG}E2tXcxLj}}Tv;NlSpkyZC*V8-W z@nZ3G6l=f=7KFfuMzhSTJCkp)_MP@JVf%Zp;FY@lN=$8OWU)){6en}c-dG!OY;#1& zCBFFojEu>kO^d`Cf^*BwR>0BF$0JbgcGpyyejn4Hq&FT=dL_QG{!3krT)-?Uv!^?@ zUYA=@F$moP;9e_#1v~7xmzWfgS}!jixz4HxBl(r2VHHPD+J`8!dLx2n!c2G)@wsvM zz7<#4A))MYp+T6e$9?Y{MyvFYqTb595JK;ce~Nd*kYf4p>MUflXfPhU5bN{n z8dLWS3|~tR{nG=vOvFfvo{%=@w>=}wkx=N>oOBL|gm=6|!PT)YIi8BS7^!)Z=XcN7 z2VgNM?ZtUWMfYH>roY10Fi&jHPa)55o5>lqM76YfqA)U2&y6-j0pcVnYrNo}`^u^E z)Upoc9v6-G#-9$!fFYp|BWErwEXXb^twA0Xt-YhJUR&SPmHqg>pdiebfz3!w<1M8^k*^|6RQHdT){fk*cgH-n zt@ohdp+kM;Liv+RN{rh{K!y0Lb7~j%@|6cPx=3h~)^Z0aDeXI_L;7)?N2j4spu?)T zYNz|s;&RWGP*}~L--U-JT%0vd7b_Z#5o=4*ElR9f0WvD^9;Ca77ta7~|Cx_{1;wbc%d<>AIn#W_4E}DH=EsmT*(Ni>5BIb>F=rzNJ%m5T3 z5idBO+_)g4f@}blsfYQyvioaYj4!p$IGG9L+`D%_d)uQVFKuIV6X1tWCFSDq;R~xT zY(mnoxPXgFkoXRwMjU6O3pLD2U9h8V^xM!3}aM9Yst3hm@CAYHv1TmRT_}rW&zI5S2S;+5sauUffE~bLy{eZ0$zpZa#VPxiChLW%2F+ z#hNSH#?(~ZyeH3;tb<+u`0*{!ebc;(3d(AhQnZiSwCb#jO=wAiH*Y>OZaQwtc+7FfeGv_1kvZ#$8#JEaR)a{O*0u>$0`=d_f+;WaCVI z0+RrG=*^L_sBv@6S*-58RSGm%DA*hhqFZQ3o%j6xdh&|+@LC_nA^KKvx5uKF3HZJ% zz5+=J7mYsVwAU@>xqHzyj|MLeyECV=Vj`E$#1}zM{imEPi|SCy-{U4*`rVT87RI;R z>}shr5Ie8AYr#QzW?^9a{^bs(QH4CM^OXviRPQ)~^J}eQNJ$Q7WD@Z^YoD03c=okO zsm+h3u_lx-OaA-z%a_)8f&S*)rs`+1d1kW=9XS@uW{;;FN|w;qf$=N2l|N@1+Lp!P zIbf{RHoF`If27i>nt!$G$6kJTtph_pf2g!0F+i|kVRfnI(wP%*d-qbG=Uu(0dd2y+ z^-~0w`sYVgHlt8em#1CnDBcwCqyWMyZl6A*0hkj&;3H2G<)^D3+=j_}fG?=DQX!#Z zU?5}NE+)ae_fgHy37pMmFp0|VEU}s8+&L`*+)_%~-4$&V*ctz4QdQ7*Mt1z2BWu$f zYoEm*xevQSn8nwvx={*J$&`yB_`_5jcTPW(7? z^7VJ`B$wD`(BgI9YSDu&okce1M$!hOt0CK>wuZNX-@Xnw4%VvOxSQr*B zeD~&S6)rp7co+83)dw_Jv{kb$e%=dpR_=H`)M0q6tiMbm-QjYvjWp?yU?A0fj+IZy z%-)bzHC7AUNbZYu1@Io;nXUA`3o2Q{Iqzlr5i=90Q7_6o$;XSpCowqI+5M0fcvcj- zS^+)_QS(c*FEC}hs%B>(j@LgJ={!@z$rbrz^Trf|_YIk>I%OYX5pg$3&+@rn~tQkYBUdh39rwK&-Yhr!(K?r^B_fAnAQxSN5$92|AAPNI=1J#sV5I7yAc{XI* zx}$BTcaz06#(h2@)$jVOeZdVAc2G}b({iNM4D#zaJI&~3$8kmTifq#e57>llV-bT} zaga8boRQDtW<=(UOg4FB@<=cBfs+Qtls}ST%OY299p|DAc`iQvd6$drj7-DA(`Nm` z`l5~pvEaJ+au&$};mPq_0xLpF1|89ABer;xJh&XHVP2)%N_+ZBNGP+pl>hHv`}Ggf zPe6j!1#UAX``fL>QQmgiK;EIrl9PsBPyT{7>{ed2Jx@c+U!ipheZ9vIs1Jg}V`jI# zFtX8`qIOGjqSI8|NLZB{jb$-%X@7P5W^iPVMB3v)IV6HL_r z8S#v%0;YPtfeT1##@?MJjf5P<<0TYh(?z{U>B7W@$9CajeN9DJ3C9-(C1ufeM$5uH_)StMm~pD!u?m61OP*U z3Z9WLDLwDcWgj+0fu#Xqj$CIh1_I#W?v!|iAVa}m>U>f6y%g}`C6!R!aKSabcSE}# z{L7Oxc3`JH&~vyuIAZ5-kd)|iIuwIsd}oq;&q82YA#Z4DVldTbtuz#c6-L(N6Fh()CIk0e%n&mS5u{S9x7ug?3N8}*$Y_Y4T2E6fgjDr; zy7~Em#tHv``xK6rWUd_PG?c%_us0XLs<-DfwvSGo61@4y5yi&Ng<_F1TP0$0E<&me zVZ1m48D~j)4zpF%zwrn%%D{cwKUG4X!0GLxe|{I0Cv2`vc+510MCeD*u-zeI2`0-#T6C4`49ddht{{@i0ym0P9KxK> zp9fr~|7Rd^zF*z7n@Ny4g4Q^7sJ(Mpn|w4GkK3GF;NhipF3acVN{2kOQjqiB)-YlE z3^IBUqryYCb1=zOi{d^TNtu(`4IW>7WAdS+4MryvUKBg)R}bG$5jZ|A;@do@c`g`j zg7X@}hC!iyX2$}%4t*I?fd9-$YEAgB7U0ar&@;8G33%ma>VQP=LSIhIBgubdwwo5b zF9_3%h?E3Rp+p{1UshQ-UtJ#P(y=PwM6-b^hD!}qo%aEPT~A=_0i?6I)0b@HlJW^A zTx+rjzYxseYUiaYf*m|3#;em`rH~*sLGBO? z&uE@*_1u9LtBQQeEqSyRWf@s8rm%xT(@z4rE5BD{lr&Fmn(Y)~Z69ENr-~ z#@1K z0L9oe<*R!^Y2_YI(L{A&&1N&GwchILYDNO7jt_iH8yDDbyOvzZm7WvWb>!$#;;}W} zGiOe%exZc+%d9Hds9n0QuKvHv%X^oMYj<%bb~sa8nt}hMc*?clUD@Zs!#SQ{lfVeQ zMm$%VvA^iRopM_!hBYnWG;e3F1sz}FA z-_@_CA<4u_8Oo=Li^{_8>Yf8@;-d!%>ua4!rj`1UEzA0sakB>UQZnF2&ISx z8#=rb*jd8S_={g~EI-J2?nJG}qFH={*pp6rX!r`;gJK5Ci-$`#E&xkwOwk}*rP)|n z7$tjH?xA%W1^tg{pZNRhr8Mc}u9VL4&Y6hj(ndmzRK$OI-~X6*DSs+&wAPYZ%5;c) zE}=Q&Oo^HO=cFWAP#U7Q$#8J7qdGD31_KiL?n#Wud6jlaYGq{<2{EBUsI#kG3{u#J zkq!P2F!Bi^LP8T`v>pHgW)-E7o|`>tZGN;h0xqBSr9Cm;Cp4wf>FcNQRp9eTGNhO6 z|EOY>Nge>1lbtyX)0Xv0kdZqhbb&@kkV}=x_g^J83?j)*fBM-f@7AQx>{4#=_c65? z-3dfsoo!6=PauYwE)7>eqGjZC#xU3R^(3Yh@48m7BD?W6*64@GTEwvDZM9-RX$4W; zujQ6Olv2bVug>j>J^=LHKrfQ9JFq~qX?qGxw4VY-%OkF|R6gDcV-~?JD@{8GGo)e! zm7=I;9RnjkOY9iDPyF73=jgxlDS{7xIgc6)sXSvzNjvP56>@6I7>=Ft)ukOE7 zI%*Qmfg{YcQQtEgs3BW-K|fXo#U;dKUITw=V@+Z!@fx3feNFNl1mvBe4>Uo@4IgglI8)r z2Bv?%okDMb{5SDhnuT=O0bh>Bpg?G0CVFl3WG!}a-WNUe^H1yg?Zp9rraxjsjzK8; zvhdy~f%4!eYp}G=Bc+eRa>~lyw_Pfo=4cjf_8FN_a~OtoMCup5%}SLjbbV8Zs=oRH zS#~i+gIdBspwC zW`e(w^KK#F$qJv!)8};pej6*TSFsSh{I%v{k|KH-UQCDVz@e5;;6y4crZdHUk=)TF zFSNlpaaoPu|IT;z{9!?)f0di+(4C!;SrU>`j$WmYrykIqz2HYc1y1AYPVcyGYay^5gs+`Ruq3Vz}AAZ$8XsdBOv{E$QDFg{8s;vfG-MN%VS^P&{#^< zxx?{|{tBPDzM$4os6zp3zP^3ZTmUPcgZw*BpT0*!?~j-XEih@65dz|MNbqYnwI4Of zQPgw*P_e?9(Kk0E?61;Db>~AyTKrNHX~@T<@L$k7V$T~o3Ue^^Ax5I&eg3@*MWZ4q z=-b!Y5Nf-udhxa};gHqxR_rK~!9Jorp)_bJb^ILCH6^Gt{c3pLrE;ZG4;k}UD4P>y z&)HzA45<*vod3`DLn2_|XG#GG_EqPjlKQ=~_kl=B?vN#$@2wh+^~Iq8=8bJ=#bHak zAJGGA8~*47IO%z;7d;mn<6OPUk;gx}Ua-=g$N>`v;J&`Z zp$p`<`z-)q~RMg+6WlE8qIEBpLk!u7H9PwGE@ypavk)C4BIi##ewm>+Oe+X?q=WhG{#S-=Sd zYt}v3i&jKRRWJzvFoa!;g$De*5dVeds!us5f_#?$i-`@8xye!mGv<>E(bDtZLqGe< z`e!tZ;L7sH$F*GRl9fl<`$r9S4Fg3-%g~b8d+%1RK|Hddrqm#YX{Y9Wg|p&&+I**| z4V*$<`1$;}+&uR$d6YBuGbU(erH=bKC%$M#@kQaqQ4t?=dc)xFN-4CLCE4@bgSunu zBw|r$A3A zYns9=J$eBdGEs?>q`f{utgXexO4+@C>I))HB3`FYj1K5~;tfKf{u$vL3*X7Tx=qt9 zIcxHKYVr^_OJhhQLS=FJh~=-^Mhqo@;jk-R|91vi_4G7P*80a?57On5EeN=%jti(* zz2fPp_wdLM@D3}C*DwAzdgasdpCI_m$=h;iS`6$+lh3l8KX9uTocovU3h2AR;FTEq z_z&2)9yc;mX>=H;GC9Fs6tdB$*6s(S^4}E{1I1DmKz;1KDBTybwh1Y~-cXUABWq{m zs_f5@!M9aHS$KE?ezOaQYE6qus({48w*wmXuI>#-_T;{Q#s2B)JV}2zRnM-+s|78l zekfqW`39LVn~WzcEOT!%F;e_4n5Suv*Phk_sQp%Fm$eO#R)Y*JkkR6 zS;wdE;`AaSPRQIs99CRi`_8s7X90J)&SJ$fB}Fg3br-MsTFHBGW z7nF2*UgjmXbs}BblyV)mt6_?T_cA>+Q-3$nyd~n;c*X0jSfmus{e_967RT2@#M-5E zKLxFYDtjz*^uRr+W7KVsW?{ta*HlMcwe$|`NUH(EQ;f&vF>)#_q-zo z_=ot+OfHQ?ciFe{A9@54EGjL^%cYM4Wk4wis`ei}NwYDr&^@w{XG*%Bj>x3zdt~im%ytw!!@5s+OA{ym%q`jazLNpP9`K zbduz+e25vAxdH2F&n*|jKiv~ZZTo2A%bbZ9MOUBT7Ixx>5F=jZ zX&&4+q}pKeh2mG{#5kzzVV}sRSqY8v$ZnpEDccKp9O}yP1`+q?oYl~^{1ZbSYctJ` zTk#ujXDzB{}*lq%FTsARz4CAf(fC)G-a$FBoMydi5Smt6q7I?x`)V zOiMDbyJ>i2VZgSt*&@w|HYIHBzvp*d%psq#vC9Fo$!b}d_*L&;-m~+hr7qq{EWK8y z-Nw+N$=vLkt%jz5`*x?=UqkY$i<+t|JJLI+ko;nG)|}+u_|VII#M1yQ$z2xQ*2N$A zx1&o(2R72gx)k4#cP}|}C+2{3Z<8~yu`Eb$DT5GtNQtdhJ^+i@1GD`M(^OHZTvv&) zFqUWzX3uwhu#$R(XE5-0+~v*hp?$uxbH8iCa<6x-C?Ky~1&c{@TtHgZ2>+W<mj2tn`0n|6T3QAq&@#>8%r#X1uI) zx_<3&kkFAz0jD{IU!xKgwc=d)>zli*WgK{VjfyI#R>HG5spzLQl}cKn!JGAqwMG7W zk@ts=SQI(e&Wm)S*T%Wnrp=AWF+=4qt;&ju{}jDxTc>$+GRWevJ-qU-6rnphXEBY9 zYSh9K8y^(V{Xaxw76K;AYy?CEBS8vFX2>EpXw&cdwUL|e0nTjfcV~Q+@aZQ^$!wm^ zfius}P2~SisdVojAO`22r^VXd)WK@`oQ^NjDZCVKg01>m6go5C>;c?<9U6*{qfG5Z zenI$$&^Q;t5c9=n2VqV&9ydwM;FB5$0(-w{evR0eH#LG-)IzHb6G!Dlz3WG>@ijbr zrMRZJd+`VMvN~GKwmoi|FM;iBTtmXJH=8Lf^E4 z@sdMx|0j=xD45w-SpLT_;;tu94%RQVS&sG01|Lzhs`ojt-WUS&M@!i{%c_vds1_Jp zlvIUJqIzP5Qo};y`f_riZ)yPamkPUzVW2?Z;A>8BZPZ7}NfEL@LdMK+xiGbrPw-$D z-lACeH}pW-I9`%s?x`h3&XjYsj< zvvB#>hL~$Y=he3FYt(X=*(XJM+v2(hrK&!>t(PzI!N#1g&1MVh-qmXoS=Ni_5zidy zOj6RzdFSz0DOGpp0*caej25@%zrntGV>ZKL&`L(-vr?x|^Yd3% zSAeq-=n`UY#NmF?BPGUarH@90tr z?n`?Pb~kxr=JVJ=vM0lHBXdYbk%$197+4MSGdXZ!6a4U(NNz zo{<$TPHdTTJ%q#rvpPZxaSqugv z4F-G6daovI6{MXDD0|b^8u2SH0O+TmB-c}SXeM5tLV_U^rP5^`IhAE z;p4stfIK`bGX;@Xgsbz0cKi11XXH_bp!Ex+X@fZFGuzFh5mL^Dag#Lagv? zH{tY~fRrUulUmO=u|~D%>?W}HO}b&pRMBhdb#;V3r6TKg(dkr!#6$GLsyoDjE(J^o zhJh8Rx<*1&tcLjS@ea;VX)QK-p8D!r_3``2IK?8Qtlc=*Wl1BWxW)OJ22~|eA%4wj zeAuZLTZZNn|2u;Na-klpDUHSB3Hv*qMm?y5&Cz>bPTi;>HM#c!3{Y)DJ_PlRhycCY zcQQ}@f|H;gLm7UsD~+OqY2-4@VK}%-<^DXEq@5x6X2N4voOk6Z*^ zXm^hiDcJ~UdFe~nM=-}sR3zm6&oVAdku)Y#U+H%4m5Yf^)syWx0GnvI5Wz?}#`Yyv zC`@80aEmz@Q+Vwt7UQL2&RgUyxsp2GjMkZ;@g%!my$U?sRTYAXB##&|L;97h@&a-~{ajrQ;o zcV%5yFi@x~TLIBAPMb>@ZzC1~Egwqu8$D316-V~Z(xHTGhQRW$wBC+lfMbViYFv)h z4sen}0ydKpx<%N}z=p2f;QwB%@p$;H!RIpFlyKk9%P4oU$=uY{MuMUVa`{0kz10vK z_@$QnA2u^> zzs198^5_>aJgZv)qu%36GMm)o*(g3O-6YWy4#Uh1XvpEJ1ssP-(W}@+=yKfIr# z1pB%-AReZ@c-o`A4r4V)&OnnINwQY{uL}i_tc46uOVvhT7bSaCxtoQ@5C&g$KVGs= zf%ueo)L)ISDUy5Ix9~t8nm^>JMjsh8k7fi52BBvHMx^U!cZ)0^NR%;Qy8hGmaOu&3 zF+c?FiDAMM%jb7noBNa%WfUIpO&SH}H9-A{jT258GlJw2GI~A`mE^TfZSPSz=t}-v zAHmXD>KhXP^D&cn6A$CbWa5I`&yHAYWOMjInXyHzOTW{ekHHwcfclQn0|h4Z@hClh={8 z;~(=z6TPFpMF$qm^^_iIR4WU=DMeoro(zyS$~$a6T4&T3iO*JCzN?9$Z8Ya>WgY(4 z?>&3`T@HrUCpEPku>AP{0FPQWbSV{BUKsmET+uA&0m|;?^43J!r@+hZm|Mgf zw-Ni1n%rV1F}PujX02qRoB@F?$8*Y30#=k~pX_niC&nQ!3nD8*Ptq)xtaX2GCH0;a z{!2Fg{f*iE!Lz%AI~?0C#g6=|V`@9Q%YS5KBs~0NLsmfjo|5%9@;VB2F#UU35q&bVdXiD-fW@zL0xeGa~e8U(nnKZ*%p}qJZ$&{sYJzh}x z`#pdP-1A*Ce&6xNqRXad()3oaDEa8AMWsG0pJ|-EY^l9WO_~n*&1j>`*5!s+jrmyZ ztGoW;*}3$S%@S-4+#w&e z2nDcu4upvM_-b4&*|^>ZJ;(p+o)OIENBLGsGEzmcF;b?TT7Ni}NhQjwNvnPAF`S%A z>YO<5JeGEis(4(;v(x{0n)0x`C`bE`xV_OU$GxBqBYlNQ`|ZYkJzp_A3Efco)3AFZ z8v{OpB3Yy=Nwro9?0q>lSnZ>aGxHJF>x!+sBP;i1HtV93p+hn*@&-IT?rT5a+Ee9{ z(hlCi1U~Vwiwo4|I!x>TXD9$j>E@1Y)z)Nnu=`{m!+Y^UX9fh@$$Uw4$&gZ0!Kz-E)SG*9gWvVU`j!_}ZiuMZZT793D>60!&X#b#?! zI8~<7$p3Jx^2*7Xkaerk(Pzvq{rHjpp<;-k6I*ByR#|#|Uj&mXjqdL)O&+>cJyAoh z8{SsTOx_Z?P0ERSv>$zTZ}y1~^D0f@A_c$As|z`j^Ah?8YFtz}cDfDv#<>Sn&-fnw z^m|zmGw;9D6Z;gZC_=&rth$QvjN}w~e36L`lZ~&*8+DFzf2nZP&aQTDpxb}`^zug3 zmdMPWnY4m`1P_2dE8NNaCaZ{lN9>E=aE?!TyI$*4C|jY@PW4Q*nT0L}KOd=LPSQLn-e7T8t_l1=?IM;Rs496h4Q^2_*kLh z%`Re2hRaFJ12qGBYEqATliAAD;AJaDi%Of#@d;hY5(dhIWiw}(s-+X8#>*` z#C^QSi=LBWJsWCFNZg)ml!>(}KGNt*fO(WAzOqV0DWBc`!ne=Tu;E^eje>l5yvr}h z1)iI*FB~~L)ovR@`Y>mG#W9id)JeDlv5ss!6x@*thR&!=2M-78Y>860haJVZ;mtiG zNO$ZGxsA8&mTY%x%guksc&V9k%Wu~*bDkN4D_GeKp*4RHBz>p?qYofjiC9@tu#NU04As9V9=M^A;?K4#asP&h z!%f)t?HBzNBT!LRU-*@C#h^1yV^{H#^n=x@+J=iu?U5)^?mFB)mC(^|R5-~iZc!wm z$NliU_?>1y>B@y6t?yLxwfhyB(9sH;G-xM$rfyMwL_r`nIKus3RNUCnC(pOj3KXQQ zS`^hf>E=Twz3`5^wG8l_vG}=O06Qjjh)*uU@TYaVi!xW0?N$iS2b48y(oMqjY*>X7dHYcz?`NhVRZlj0+FDWX!u)6=emnA5c%?QJ^`FrKBQDlXv6}Z+<#i1+F>$1@+s7|1WRKt(D0=1Y^SB9jM-BoQL)Yks`m!=%9^9EQFhx0bkc zKkM=Fos9`!bApZ?pOzJQU+pC3G&0D~V6h%ux*Ykr;Qwjw%ip2?-+v`7lC<)cETyQ3 zvc_Z&EtZNxmQj*r4B2KdW~6thgcc>sBq=+SWlXl2mUo2g%NS!!Wf_c_i5bSs7;|3U z-*dj_I@k5#oIl|BVJ?@sF0be7zVGL~-;X;yAWSKOp%D2*PgbXHG?Exw@W2}<)O%5n znn9eB{9@JO8nK~|y{{&Af5ZN)&1*u0IIeonsmRedPIky^e)MrLv?Z6YUUlBLU;yVDS<$@bDS- zyi6}z8)LA1!Q!gB8g!~nVplGzMb!+D5-`nGBU~!14Ap!E*eYYhaUXr>xTb3;w)I`M zxtE`x-ysRxBXRckKTywsojz+QsU**bnP|oGfV^p^^)$$j3GDu3z>D)$V`FF!42V#2V z`5JO(Hzy-`g$F+UzHI9tB~1$S>f!Tl4b|q-lcnS1{nyXo((-*1VC%C+YO^*T2OlZrJ`9f*m_N~m^Y z$?VzWl`;v9T{g1(V#pPPM>-bPAHsh)_dLESI@_QI-9$<9Hraq(`{k;){&f*-n5m&O z64UCn=a&Xf^)M#mFIiupmySy1#{f=kVt};s)qQ!K@{)I?j34jDSg#)+ZeqVZ(h>3W zeY+M~NB2Zic-iE?1_2NBPi9;M8v#nf55P?8wUCpZ-MbeBKDY{1sH`AWXPL@LE5vmXN7NmUmnHh8rZeZv?X|k=)AOcQ_~Eg z%-IYmckfsu)DqizYj=EOYU&P+^QGr&LS7vO8^&wYGHf|*PYEQT7vvqwJ>=}(X<#!6 z6-ko-=DaPrg+L3S=n*ina5NfN$+endXb&iLQq7J|4*}LDXIv}iJm%OZ{kdw*sJEWa z(u6-(INsxZNZGFKKEAuh{HXYiP5D%Q!Gvy8&fVbpTrc%wj|?m$#jPifR(KMiuU>X> z!o&-wQT6DC4-5IsJ^nIl%u$F*G$-G^vN|kdC^?JukgZjFoAI~&?aM{WM=~;i6V8&U z-vQVqe&R78E1MtEB;OicagTE~tZ}S@@NPQ1@Hmko`nzT7Vd2x!%&)C`fmJ8T%xYK6 zaoTFg1T+Hr0VA^x5ypl*??XrI+Rp0See?9(*0Tpygta%WkJjXT#AJ!j^;J-7uL^#` z5d|$zJHu{Zderlh#t2d8WlTuKmwSCIF0aSZHU@ z@^CtxnKO+}*!n~@mSWo8Yrb#StY4Fp`DyYVJ<6dtpgVh_>7@~7--E|B+s(#${r6Vs z_$yezv2GL7?~^ZvYC%5$*9YlNnirme2sxfAas4@FHzG=Ja)rK z4Cj0NhDIC0dMU~hB>pZfk@#FlX|LTWK3b^S^DN+T7&e2AQ z&FC{IV;ukk`CSMwN%MQ;p}(tOLv54mnfqGDkH7ujZ5yAwU5_cT3fw~)RG*n*|GQ}e z=M|U1TwXM33mcOMpfoY=F@7)pu}@ll(e*yNTYq2E@l(6>hUK1Fk;|)V&7Gg=+JP+S zo68Fo6!K4J-dH>_wb+M5CkB}LQ{F6$SLz*gysZ7h^ghL4X00)#yPwV;Jb8g1V=c^T z^P2lWwCC9Do6s0GYdOov%ZRf~6OAAFz5DbJ4aHvge0mJf4Mnyc-Bt~GSZ~RHZGud_ z?oPJEwXUwGa5@Dn0`PMHyYaW(c+xif+R^o;WamPdiJuXMRT5e6J0H_yl@n&krIf#B ze@WnMHA(k{Zk&FSak)m`TH*J*v!rW-ul+L=)8>cM-j*L7{5t>CNI{RXPW{JOevs3j9)^6384Gpm5~6)2q-F4uY+Y^ka59Jfv* zn6uIKckucV*;3irQ->yek?&ZBc=o2Op40ZNV=D+!4!&!=GY6juAo=EIXm^~*NpA!? z0-X;20L51aJ@E}w?5T`+24G?5B^}oLwDsM^XEvnZbZ9i1Q#tJLDm7!r<&xptqqsf3 z?(_J9Qp!o%mdLeliQLw4EDl#KQB!;@`x_j+)gWbAdiNYXy*@T~K3M znq@>;t!nO*xuM%bJ5DJP=Uk!TWwm=254^DyDx z8#&rC%TK(b1?BfO4UAd?p5u3|mTy5mlM%*U??WV}(Evij@5Y<_1AETm+s*kv3Z$XW z<1heT2kfeNf4midn0!Hh*o7Ls>O0|Ekc*yhrhePxbI8uFZ3!=S`JlSw{X;23a zFrVo2B`PTVZLaMB@zH6J!`vItU^#ZBCH}d;!Dyym(SL9ENBcCkJ=M~R1Q!dY=Q!Z|A_od7vo1{-XX!Y|Wm%tid z8fl;Yo>{Zq!e8%@_~q~Y4`7=*9`F40D!yW^4glcqPyXzTby&TbUaiN%Cwv`FmGPPS z1k6!ogWoQ%$1+&TqE1ojYt!=ruh>*C1osuBjTZC-KcU&gu9=pO_+_bp#nmP;JD%Y4 zcOB}5$EqTE@~1M%E?VlQh^Fj{=k3u*SjENdWnW%h^lU%d`6^u!`8j{X&hO^pd)$tW z)pvf{k>t5%U+$Uhy8ipsk(r)ynZh5%u%sLcML%8n>=m zSZsKao_?jTQLRL?^o>=Q;-hy`7W_j^)fK8u3;c!%8jf{Y*6JNb@yqPv9WOI7QLvYL zJ^^A(w5nXIX8GS+L{u(_k3Ac8d+{h!+1V9nV0PIzr_q+f^3PXC@qJ=j>NOavHkzL*Vkl2(P46qgi``U-SO?!nf!W>I%!OqPa5&vkkNP|cMA71*=^UEujI zVdszeYwx2bKYHZ7$pK&taLVv8U1L2K_)`TZTqGnS%YpbO5}T8 z$SIfp`*>^pqH=N7K|F~20xU(SRmI6+IWO`NJXo~A;Z$q^_QlG=Q$dmbU;tVNSWaX6 zXK=v2fTZi!m-Sx5zpo_nVeL1A9M;nd)Onr2SH=m$!=OXwStF-IQn4ca>g?WL=&8ch zg?g1gXq*=bWf?<2Qlb4wvdx-0^nV?)>aqDF4z^~yjQxRVm-k4RJ0`2tCAj657Wk^f zhj96jK8<_CchYsH+SFYvzKB8LJ@@>E2}=dklcw;P!{)6`s8ai!xZU7aasP8*Y%V}9a8OLkX6-Fm0zeLDrQ#{5A1)o zpf-XYJr1Yjn7oaS^)RTQsu=nL)p!|g$){`!%rsd^H;<)CB1A4f9_}_o(V47f-u3ED*np?=%xNuN>tIA!m|NL=UyfqIKK;K-t7(Nw6`atAl$iRK#E3~)Q z3YUf_zf#j2(CLCIPeM4Yvo$x4$(|=Uq6&~0yy6$0Po5%vu|92ie(tq2G6X-Nrdz60 z$r!Z3A87i}m(k6g>4yo>cwV>R-kHF!qpo5>OpiVM$&D^x1)R3V{=f{8&Np$&5YGmm z6Y*$`)2$wxm|#xtFLrX%DyC8(%967Nm8?pr=vx;=3Ylb^=sQ**9X3Da6vpp=0pI1qtE*Jx zYkeP2!MRMU4b?j3v4{jNP6x?OhaVtIBIP_|j&P(+z8KYhHLR^RgpHanDG|$}e}os6 zH%wXnf@=1sphL#n&lj%EZIwHoThCg7!!xWw2nyT!MyNkL1dmjQEhj3GJR;5<`4joo zhunE)l=lmezpnB-5xtU0U4eRp_-1*}j=D*?jX?@N6U5Hj~PRYSwBu z4oK8zWf`xmypfUEX)dR#eZxRNd<)a;Qjh*Vc6oQA2OOZfG z!;vuC34E*~=gSycIeO|CY3@f`bYTc45l`Q2_#L>fvTO%x@a()kT~}GWp{0gEqtDjU zdOA~<_gSvTs-3(1(WXe_c0F<(#&AhG;UkZ~tmTau#eq(9ifBWj@FZwpQ7PpYq?sWV znw$zz5-#7VZRZv`p1IzB@4$YYJXRuX3NgtcwIRK<^H_#V0f-daXM@?2$GZA5n90%4 z3qciPWAD-uvHFix$`Oiz~SPJCYica5#|Ex9sRVQWV;{B%}&X(~N zERWgCox$1t=0oKekQlH(U|4Q1ZQ~7G!BI`rQSyYl-&6xi`0mG#AK$0@W;s}@2Ov{% zNelB1;63~-G=5TDd2w*pe4-L92t!*b7B&@imSjjHqs!QjmP51+Q`S@t=H=pyZX)L| z#Qo}mf~lU)T4Z2%b_h)hMc;PU=^j{DOJTmAAQ;sSO3myBcB@mp0_PJqC*7hKbm%k% zTv%D^bZmthj`rdgo6L~rqi4cCIOhiEpCA{!e<7?MQD!Z7utaD($`o~4Fl7ZAFZM&_ z*VY?6ZtVS$7!E*m&ktZ?-I$H+my4kdOe8wno};Tv8^?$y=`#?yeJcYQE0)YUnp6+o z;ehZGey&3>F*2KQ1WOs67T7{Wx8~6JL48h!W6Na6@Sr7{9}K!GZdvoBKD*gW1G#L=fE!#I;& z8ItkX&lL*k!}R9S3CPU6MbOa?jOMwwTrpZpez|@mmH!#;%ld4nq5WsNJlp;@ZWhkp z&G+)$rp5t=O8WHUE2QCRah%tUVSge?$SBN#(=o2MX}6nLgHX@byJQ-Wxw0z1s$=@$ zTJz>+Uy64v0(qxQ=;}u<6jndvE=^)?_{PR#+}$~d6%TyZvfL@zspd|Xm7D7;fWP9u z0hVtrOcI6sTrN+zU5IfnEOwN9n0$}+R{= zT3n&B88OtcTx?!QE~oXZ$e3gh8xESqf?|AFV*>zJQ!!JH+#HNn1b!-NCCBrYuQL6> z4Cbk}%6fA5DN?)J7_m6}tOb$h}#d<2^t zHr3nkpMUra5NF-@THmneGz0yovy}dnpzs|T^<&kL7)nRqf{3e z##3SyTr4hXhU-Sw@UR9U1@FK%d>dbT(Z|P&DeY$gfWJ2(C#QQlA_3hv79o19C^ax_ z{Y)kTxdF52iuzUA?jpSUZs!_Cb=BJLT~&kq6B|9Kl{yD840TbIUq@(%Y97VbtWe@} zrL7I*iwg+vy0eU-fn|d60%$Z+r0^&}OUq3Xgj8;~q^i5PPBr*W4jxH^8)$r%6C;l? zL`J{nEoGPSPn$$sQ=_?Gtj0W6_m|@&y&7vZfuZj~mN~)}L&i*ZaVxwLBPJN5mzYp9 zLFc#B333v@8UVY!WB6Y(WVyZ!o&HybqH*`Y2*#zm*)d*wBp|TmEPCKf?1nHBe0u}& zv8TXHc{zSIib-lqh6M)ZN599|QRk-HkUZn5{xLLR;S=%JSna|nA}UDGsmVclA>$&M z9Fw?}d$A0N=r~Q=;}Y1+dC3LLm#U+^);=qc&ryCh&31wDCq?=xR-Z#mi%epdq0zig z!PDSyH&anvLp7z*M`zHmXOsd#J-SCpw>54+lBoJ|{J@(nBW&4T>6`7$KMM==?4y>{ zsrmP7c|5Dk*}dtyuCDGuvW!4XOxf}LSqtZ6fXdM99VmwW{O6#Vxwm(Rtpr!ifw} z13Svk&A)ZzmnjLsv5%ga@C;jqvoc_V_wl8)B;WbpHQPPCuz$5>NhOMVgYRU^1a{bv{MU*B$OS3GPA(tPu)7nl3i z$C|Z#g8kRjC4~;v*Nj(KP(mqFq7&?>pwd!NYQ*vq;FC~?(^$*C)9>|8pHxv8v~Tlc z^3y$DttQNxh72_|njQ&Iu0gZz9}L={e3}`Pz=$D3E}w z$eS8V8(>=Jv1WL?23mV{;AXejhDAWA;avS zFCV{lRTpM#krkXmW>TuzQtYtb{fH`Ig8KM?;cu4Tjs(1dmRN%vbxW zNVcrJviq3y92iM|GCR`H@Xzi?hSSbd0*u-67B_+~8g8!3>S%*>9e8G#ru$$Dl;|F~2M zxP~=w{-ko~fniU?G4h7kQ0Ch+oZmk4vrOvuVkbYcPt$Hb>axvb^R2Owmt_Pz1jfzE z(%BGl8N|&IQsA0>|3_O+|xbw&lRA={<-_Z{8XB~ z6O22&FJ$;tH}|1jZpiq>ZomVlN7S}2F3lVP!tGz*TEOkTfOpII@p~UBm$70J$+RPn z$z;-Q{-641RG52YJnZ6T?TTjuayGsT-+Ihy2nMG+SbwlS-LuP)5GzK>0q#O>%n$tm z=KKQo*i4I7f2@c%7Oad9$FuW%tXnABJK{rB<5IfUlgqtZH52g#HVu7-&e{7iTJi|IFcxehS%NL zD;hm_V~UHtQpvdLAvnGWiT83>2&93SN*9fk1O4P8O&{AMBdXPY4D{>GAIW!G$6~nlh?kQ{ zBu)3AkVU8{UFa!@^5gD5mWL^*O;s66#ZgXH>5DcbnNS4?~R7I=HSkL@kg4X+AGWHqMq)5w#u*NQKG zk@SgYnn_L9F8|zL51abPFs$)8J<;f%t&ExUC`y@(x@;fxde(9^IVAgM_maW<)xz~o zKlKdI_gG@Z{-rF`3~Ia@(>0X;8k+sqyJpXZ(4NybiCt89;CFg<``fx`7%MoML+sM4 z+KxELQGC^UkCaxy6dyE&4Gnr`5e^r2<-Sm6MqToXqjfBfq0M*?$+u!}TLC_;>vfV3 zIvK{^@5&DeLM;T(z4M~s__?U`FP>hJ@n2&}tjM^|Y+@pipao2%^k zsK(JhD0MfKuM^ z+Wm;CGRD1;;5r4_W(5jJLq=HgtBDK2N|`V5v&!!7{RIjZ(4fK(w?}wc>0MdZam_9v z>UM1A=p``o?P5Z8aRbUns6T&X{nNcMe-kYZEj)raT$PcNY#?qj?v=-&3bwRceirMNh(clyL>gt&2LQGSatC+_`Bc|Ly z%wR0pcNIm~Y2oc8D9Yd|n)w!@bCJUWkQp$jgU%sTjC8HPMqPDQ}w56pkCXeuhOh8BTelr!Qe(_(t9jEex!1a~^xm z9!ThvQ|!v^i>-YQ_Jw0u##iymHS1`+4H6~WY9=QqtCsJ~VeyQWE2b@9JaL2)P#hAe zFJB9L8-j3*Ji|0LgX7IjoX3<1CqWt*B~ukb)UW7h(KxHLqLP`2mpTOLbZGnIA-i;2 z^eWeDJBkuIAU_xg-$p*4n$VgRTJTp=AiE`bX5L2zxwtT`72MJ3X>UKFysA6R{B0qjfEU{jL-z^XA1rpb=hkOXX|D35xheg z;iA>irLKk1n4k<#lj8y|sdYl1TxEY{g!+H=!qxr={`q#X@)DNVC19R_X-+hHdgJTn z(d}K3A~k21h%m!PL9l*NHu5T1d9%4)DbzS!yc9Bk@ zAWDZ_NP-i(TX+W6xil@$XM2=UDrQmhlF{^~%5h&(aW{7~clo(pQ2l%qZ6I8=in$Dc zf-$*?O$BOuH52c-;OsL`eq@^C{LlC@Ey5kIZ%hffY`@}>*#*m+KMG{IG^N+h^O}2S zO4e9`bti|ksIm5CrboIX1r@4GWrEAC$5>q{n+SNsz+=O4<*cN1UQefJ`OCcnOAK-q z`$fjBxJBBJ1a`^9Xlpl|(Htt@bXp6d4Q&&r;=j#(6Zdi&>UZ$QvHE}FilB!46ZE}- ze(FUJ(M>!^ee%@?h>Lq6|InrNXtq`F@Q1(n!z=6?c}8AG%(o{Hf(geqga#g+ZAiVn zCqG;{-kQ0J(ZU3lLxs!c;ZHg zmFQcZ`#RRe|E%}vwYeo5DiGjE#z;y^({~+%xJq_jPJ6bk%Qjyj^DoU=UCaE`tMx#hNY>(bE2pe!$K9CcBWq@#bN&nbJNg3NkSte;Kx zIl4`WP1Dc2Rc6z0@#EC4Hs(jY4IzO|u*Z0m)$K@$#>%?hABCP#XWHtXiX7H8=A4h_ z5EKe8jPhgWlP2h;$(tTn)9738vVD$kyF(c^o~Z$)wR;#wfLFb__nn9$)USEpOrtml zFHn>@Ui6R8MJ0iUKBp=4=HEdFEA}ST z@Fg9psqB3HLgjS^FL)qzMjKP92An1&6{5rJG*1%NmfSEzet9oo9aiv#Ju$ra@1 zkg2E_9}KC5w_QrfHcsFpPf|QJV8S6@w=l^L`?)Tp;wC%Yn1yFOY-;|&V^@t$$c?{8 zA}0P+!oNv;0m4voaPH&n70)X3Zpgc1jRoP@pabY93#yPRvld^4eH)w800gkM{5!nUgx=Dmun}LC8JciN`-m@jC z4jUi3Tqk;HJMjmB=Wn1hw0-&%rHWLAwCf-%xIrGri;&>3)zooczp#P zku;chTd3ERIIX;nL$K5TiVC0vlbe;O+4D<&Q0NP>p~s;2$mbTpD9vMI7n)?i$SK#J zxgjI?spdf&QbMWp^c5=$=t&R#KV?3)<+UWk zV~lmof>^xQt_O*D*qh3`jtWz<3&ajv%k0pAjX&QGdr88aXsU6J)>3-4vNP95hPx~5 zE)`Kihl|CAUIoBqCF9c4ijj?)`d+z|-HI4aS+iH>j00N?XT3Z`CwhO>XWuqu+Q@ zI?9LGb3dmbZ7B7+eahtZO1d6$6t0}-5BEHHNAo0u z6U}IP(G&-w9gA;haJVuFiqMWM1M%0+;{YM$%jc`rXvNsT?{cM%(hsnpyB)9eH&kF8 z`m|(c2M0o42tKf1-W(kFaN+IlS6m+0w>d-FQlHV*|Btwj?iOD@HoP#v-MQ3AZof|t z|GcO2)xks1b@Y)~{DjISK$a99B-HT~QU(eW2?e6`lTLfa6ZwxfHTnv)$POR}_>Q)v zg3cQ_Ih?^#sm33DZmG0|ek8iA*m&`h;O$stcov(dUw~!@W9%!|C1}KT^L_mKzaMR? z$16O*9#gmi)7Wajb%j63?)57g9Cn!-TeFO-7eB>q5W%59|@ zWMtUE!p(Op`Tal*1ajd|DX9Y@tihriQ9VO?v@3!0^rHrFv%;IFw# zx8bbi>pefN_R*79)@Rf4OYT#U4SE(8G8%&w#cay95Rm-shS5_k%Omdw4SCi__iS$- zb~Xa5on&5nL+(co^HLX-ugm$8_3JvP)}@qdusAjeADNJt_2JYtr-|6iOSN_iV^?d@ z*i?$&?0&p;>2!5=vWdQCe}7A0Ne)I=#enI{PsUcW4t3jBgi`SdNJ|# z%WvkoiEq=TcVQWNkypPAR6(=-Gj5iIhROv8A`Rt`nPQjw)K(wA=LYn}+z>B$;puf+ zg%p%Z@wm7?r(HY66{V2KbG{p!(_vY|uJ)K*Ty16OBuxd2s?+48Ke_B)TAVx(A!y7b z4E;4?eGaH7b$b`Nu&4eS>C-7H zIM6JMZyabmkTlor(O&<)zkbk{95A?Fe?6ThCjL#_WDlR8=yt@_E}*oWv0&^|r07E# zr7XX_DtW+ZI1qwp>iqEnaOR@Rduy}l_t&Q^vDDl#2`}4p;Yk4h95nX|ro6nN;!z4r zvmM!!A*t>}_NUV;bi?x*y4XQO)-mFBCOvU(eO}pnyWPhh>@WG{OIkd}xDwcbEEvpy zJ~uoOPVu@vd)2D7is3Z;zJEWtpI-%?XS+_;H`U1gCAF@7?v;2MIYoE4=9%Z4i8Agf z_@STm$E^bVq{QNOpaA$k@z6~A(&UE<)Jrv!RutE8pL6S?M;>^k;XK5FwW+x(c zW+uto(08$D-PpMzZi6ND(*Z-p4+aBqPC_pXIAP+ie+={|>5-{*+Ut5_F>)%L@{?cD z+g(A?Cr+H-<1;g0Uj2M*W*l1+Zm+l=L++Zhw(aB(o-wqS$jdqiqt|Cuo=D0H-c(Mh zXNJAn)BIpP!>ICRj|ykNXuu2WVKwZKhA>Ke+aCG@t9{4#?0S^iIrT~`FQlbtL2f4E zLy5Bdiwdz{TJ#O;T|@IXauQpSh#Rtj2R6os?pON^&5|2fPddcJo7Byx$cXUXo?V_H z2TvUgw#|@{TbF@5r#1i#P$S+k5w4;_Gr@ z_5WVFcDEZ>c3@rC>t7nhEA3R_Fyha9Z(W}Pz_;dZz$;aStuML%`g$?uz|*&=#UETZ ziSq9QeK&1Iwzu`{SeId|Z~y-Z`u_>~e-kHjw|LQ}!Z7)x$%+PQX;kKl193lO~(c{-Q5a`NOyyjbayKuUDBy^Bi+0kkDlwf z=Wxz_-uHc;zpj2hd+)X8{LMMnTyw1N7-LNhl$RAlMIu0gf`USo5EoH|g1YYs1qGXg z01r7MDV6^S@&#`oB_;xObNe@~F((oVihIpaUr7D-+sx6@08)b(@@-_uY@-i_35DSU z1(gTInP?09{RE`ehaa`Xeye5q$6AhdR@{z`U?Xm0W_CkP4giSWfQth}&&tNmPH$ku z#zD`*0{Jpv127wM>O=ZMru)$x&2P==+yALk27P;bkevhA+R7dxKw|!bz`)w>&jM3@ zds7AjYZuUW0kk2c(mO+a3ln2|Q+;MOcF^~tIQk5bmA)m&-q#2+YoazYA~Y_=hkFZdr}Yy>+FyLj)s) z!`S9233eikU&eNcFP5;!^N%rq6yDy0A41P}YwwmTNTKs0%I)}_^--R~ZRwA5H)1p3 z!=gq$;=}x-P?%X>@VihD>W>8yB7(|4THM8bvXJzwbIb^cLVMpWReL&83-)=F2D3KN z#jZe>2i~2+8}mmadWnzZ;A{jnVZJDnh~zvEqiC$ z(Sn}G&EF}cMbY3^J_V|jHJs=~LwbnH99{d>E@m-ItGujh+LBL?ZPq&@ zicgku?iAW1EblpH9kTe>yM(&|omCh$wiZV@ayjhVlhbf@rKUCURdT@`N*eVkDwPip2}*!b|Vh#BRM8oEbb z=V|htLctxfO9X@YpdQ{fGJD=)&v>Lw+5E4vdPtG!+qxm)fp-e0vI`HM>65$7pKR5a z+vA5U6nMV6&_a70Zh~OkY^LXar?6v4kCkAVvV}?I#+-_`7DTeBG2CTng?PCB;B0Y7 zDdbLJB#?xCumY1al8h^N8BA3q`m%ts_0egCC;hVxO8$<2M~ zX1AWr8z?Qv>W(~98~0S)Q!l$y=qIaA`>M`BJn5Q!6y|Fnu{kHd5&We=sI2s=pPG%* z-S&u{MsUJz#U%Bu8v3l5{*y=O6C>UHyo=aj9L%|NT|2oud%RE-^Dr$t=FYJazQhic zMSJ3EC-JEz{2YT+a{`r5nD$QL9Qo%r=v~ED^y{zF2~_2Yp-9R1uu#FWtd3HqFwpgi}D zD0Sez;owS9-Rq<$pC7A@72YYN+kAPC<-S6c5Z!U@(+oXreK&LVPJj5orx!22Ucb~- zzEgM&x1Q5A@{J;>#-^C7X=PmO4agy%KRS`Zx00&1HzoZ}VObKfT24R}xu@)khv3m! zWaJmFln^mIXHTasw^p_a3dP7p7S-sm2QGmdn@RKXp2tzHp0LOOoIow(jvR_R zh0*SWz^`(!eS@P@j*HKuT@9Z0>9!qWh*HosV@N;oV!2Z&C;p&d^9(>iBH?=dT)zXs zvfV3xZtFEN1Q$ z0!D>L$;Q}PpkY(kpSdG4HFAN&mzXB#xYzdpk?@aJ?i5zXrOfs$3@RvYYH=~B1-@N- zxc%hA>igU&1b%x>4UxO;QGu%>G@Q5q+i)ERiPB&+LwBj_bQnB9{T>Oy7%l#U^UfXz zQh6eYa}Xng5FV9zVZF@bQGvGTtf^95w;O9j$-;!bQ)sTpJoo8z#cen9lNVv*6u&LdW0#Tbm~T;PYSSL6RCd@lRb zbMj5G+l7)hF%Q5+wr)h`s_?GIe*Xmx{2{*QOX164^52{Xh|3u8!(+U4HH~ha!9RP9 zU@H?lkP#SU<-p*?43R)7-qy=7H8SLO06SQK?7)`#CLmpAK{ifKK~ZJ~8!Hnqq|Dgb z&Qjk2{JoG7a?ZjIWC1ybc&esg8*@WzOB-t|NSkuTkQRmi*>BZ1{I2~m1gzU3q?`OW z=>zfO9e*@I@%=)W4K4nBA%+(EU`t4EuoAcGoL{`&zZx&t9&BQz@8D<$a*?(NSs0Vw zc3{kV>*_Q9k34zCTM5JOt(k$X>>c#23_%hiF7&@Q#B9W72;wkiqBrE^1kkgxK!O7< zHhoTdHZEgU79%zzBNiqW>+ct!YXY(Y+37o2+d0XA4ehM$t&JUYML@UhgX|cY7yu6c zR!tXdWo+%63DUQ*kuY+hU;{C8aIt|{=nX-fhV-n4#s>5TEC6PD7B*uLo1qbaiH(cH z=+^nS`*ZVPJCLm-$ll?$9VRXVPEJmJLwXSVZ97cH9Q2%AhFtV4tehN7`pis5>_!GA zP9Qsb$SpU749o0ap~{PlU*_J>(ayp}`~Qa-{#X0I&G^3}ogcox)`yPKUh4FnEhg>s zMJ%wFOIrVIZFw|L61910#o49EpGKwkzc8vlSksSzIjN{CsNZB^J1yMD=tR~RBijXZ zhuh)V@w#oGxLk+P{b^wT8`JeK1N$*5db?^#A`1Sx;;R`#`%5Kk_ubf*;qp?1+oB{r~#C><*?Yq|0-7!79kbBeJ1EzIoOjb zDhZMb3j&DoP?=enm;hW%TudwgE+FKPl?ebj^V=c7;g9`d12AvfMZiWeGdxO4>}YIa{djBAG9yj>bP}G z68)D>R4A9}CTIrap%cXp?##u{!lmW@mvh<_$*PC^RdsLWKQfXqUL5(#hx3a$i43jh zI3VH?DVmhL?s{kmt7`JL=|mgJzdGXblga~`;>3?C+?%R3O#%*s+fT-sp$W;G6xyzi zKwk!A$i7UcrKqI_?bE0?PWePAhubWXRt|Wzbru?#sM@#dMwA8zz6{j(+HWBXEHzvEeX6K?ALW~P6peEql+?yR`8ZG@#F(!Mp^26^Uw~b<#f6Ua>C zkXv~CI=Tk6B=pj8l$JPgo!tog(%Sq*eC{!x>pL%(Ixze%JggrKG?eAsp;pf; zemjTNLl%O+SyA9Z<+S zy~qD1Kh4P71jrx=ebaBQoJH19f=XKZQo?uLYFLCyN|C3~efvYMP7>kS1kxtj20NmP z_nWBbt-OvI9%1aK8`RAyZyT#NKb`7e$m~$)ezw5{a}}fr)G(&mXVXX5RD~zeYp|ER zFre5UA{vJuP*`1ze#n=|v`mxYGut>jr>G&Q}P4e<{u_@i57UQaAx15D5yq0I@e9d9&JLv3|(5dz$Tf&fcng{2epXh2g^tm zi5#)mGnwaU@WQW3Llycu8J1G37hYKdRxD=c0~lZxE4&M?Zsf{BAP-u~oXsVVtz{+X zTclkhV%3;;Q2@V+ln*c&8|%S$`pWC*JYGz}J9i?**3g#MaK zvqxsy&BP%MP>-S;leR>BSQmZO=HuTC#F@KXWmzL#E?H6XY-LMYux>@j-aGJfG-0+Y zCy8oy6h#_#B^e9L?l#X|VzNQq(l2P>1y~xs4&hocEsrY?^GQ8;Hl_hT24Tf8gcWta zumWyq?28-HV*~W>tbqHsg#*z2<1_o8SOEYqK$and71Y1m38|8!jg5sXsqihZzN13X z+S&oa3sPnPGxK+7Kz=ZB0069P%Lq?yFL70gOwl5<6p1!I~HKjAy|Mxg1NPp zamugL2O%65Q*iCsg=aL8gKW?`n7X;5F`mSk+oUhnpmCkUq4K3U6n66qMp(mh_g;QL zduzpJD@63z4cW1VfJk2FUME}wjEvvY^Ct-!8Q(5dGc<7-lY}Q+C`#iW4f#W5dlwjo zeHAG;*_yM}!jBzu__&rUz1zB|omKoq&od54Iri1#hF4mE04tr1jtvKJCNBPI7v=o^ zC$x8$OS>b>6ZNgZl{MK_~DAN#y64 z($T1cYI9W5L_P_dxkv&ZVCtWOI80ZbpY9JocTNIHAYVLa)UKPjuVz)h%VB2owT;m>)8?S{6eXc@p;s+5YrW%c2XO!TaqZ+uvREW znvreqY6ek^2_+BJ(gZ8omyaR)KnFB_e~-cxlM?Oo`AIE$m{EKL{CCyiX7p;bhsjdH zy!J)Im)N%RGvSMcq6>yTrQ>|e(l>P@TH3xGrK>HQa->#vDHOo=gQ%u@W3E$KoPoY|yyU%DS~c8v4|{}Y=wE|;*;J0eKd}^Y z>nQw@J5(J?C{w%)-fQ3BL{{S=Oa#Nn-sp1`*ET>7blU@1Qlcb456>vyCHtm1x z_|IhfkGppG)ne!6QK?d{ zrPNFw+LRml@_gC%5K7Eftvd^~IV??Y?CpIn;bBP|K?}r3P|xD_G6_cl zQChHVM?2l4%;!*IaP(k7C(sxtBJC?-1&C^0y|B@Q>Y1V3RoqYeny)zXIRkX>c@$HG zST|}f`#I53#_dVRrYDn})AK&OKR~Ejqj_v}GFtL>3s#n27{OT4_!)Oe%9FN_U#mDx zH&*;u-I)>OpYN@q3^KS1Y^_q^IGz!%@)gZVsy(|FyF`XB3{jpVT#RQW$IsuepPrK7 zAv_)$kBsA66Tzfi^!p~rMSCW4RwMXYT3(uZk8(N946{^bdH+Cmvp}XBB+ePyN12>K zKggoVM5iD1&9k?mm$ow*;e;L!rr6UEElti?=0-2j&soisbHxaWD|YF`QA<$_)tq_u z{7F==hPpHfDua2AM4wb1(%DF5;hW^o7_dUMszTNKWwahvnfAn&1PLuMl~nH0&(N8a@3E!C&Z5{p#_3k} zahkBw_0&gliV4aoY`Uk_{84kxkEC55nVltsZkpjZI~Pj4?8gx3j2A~AjUo0)vQOts zhqWG&Asws~UOHiLL6<#gXa-GLh9PS<&uvgs#~Yn;dD!!gkqz&R9VlTksC=B+_(r2P zr;zSqABN0$)aA&&89Zzm;;LOozV_r=hX^%{NC3L%osMiAiBDAVXKUwr?q^ zZ@CYQP_E;MBEN>JW*I7x*I3!(J}0O;aYygVWWE7j#{_?Q=*VyW*yL2Zn3KKZa0lZfd(v?9Wa zGD^H5?Z(8*&lL!`yG@dsuhkFXanm;4w7+zUjMX!$s8a5wpe&(dO}BU#t7>-yqS@xE zVlCAsy*DDR6pM~18npQo>FEJf|90=2WQ~O#er^$oT0E75@evXFy!PHIho)}bUd8T` z;e9U>W_)n24KU)&HA(%mSF@eAk|?cJM!epb|65~cT&Lo%?f9BswGr6Ij5+W?dkh2V z%MB~RsGtf}CGFHt#j;ik1FxGRHUJlNtB(9adTq9=v8nc*sog_07UUc9Pl(WjdyjGn z1vazemY31nBN(${I>*nS;qMR;>cd_ItWpTFG)^2;>3JMH@`D}KE1o|j&0O+@e+=yP zXYn*TU8-sJ!TWqc#&1}(8d{AfvSr7>)`dLiOSEnWizqlbk0`#9?5ZfoGt@oAfXE_ln{6imDpq9n!%L_72L{<{&G3 z-*iJKeG3gdMt~n4E#SLX<%jq9_uSQem^42;Y)Bb83^Xj$ZF&GvFF+g`1PccP@!kP0 z@W?-sT!)XaLi{Y2ZkGVp>Q)fXB9yE^Q8Dk(!3yg{Co& ztK~@*)o;F^L-HAb!Gs!h#N7x#H(3myOe0w0Wjn)1hqytIycU3yiIs(m6#z{0!-jV#%lP-s0t5&a~m}wVWWwFO~Aqs|A>xM z!pe|=i3h-STL6pA{Ih^m+0N140c1of#(En|u>!c*NtMI}A=^(#mBE%EB?o;=8%Qec zXF3j2&dd(@{s$6Sv9K{QF|#qVuyL_L7$o$^L12FOIw6BV_}Lc|DS-I5?(u$}`rZj7 z2XAR}8@;hYqNTr&qMFR?Q;(y`@?!vXnwBdX8I@~S;UxHNuX)Vk7qeQgkN~8@SWO6R z4x-M@L7Rn4%dVCZ>iV=rEJ1@Q$b)XtVrnc>JfDS=p6~J@2!SsgoOrsQ?53mbgjh0c zQnpWB2^F)O=Fq^7G+%jzVJ|!a%T0HsCHR!w;MYB{_EPlJ|FY=TPvW#rC+(h9J@|osC*!=)*F;fz8iQFaIfTwgyxrgwHR(m+cqaSs6yOvXc z0kg2Ho7z@0l)Q!DHPt&R=h;3n!r9TBT!}>;k>@S-7Ro5k8_WvY1=y*I$7I=8*_j{o z262$F39ZXZLal2~Z8xeRkW>~EPCqr+@C@y}qE^|kz?Gwp?uqfHlIq2cAM8oO9QO^h zyG|Akc==@c>}M1e1c{O#tw=2NF0XfC4}+O(sn$K;lOX1IgmCFc?8>(hy>k-!p+f4dI6win0DM!ryH0 zR}=h^1oRF2c`1-s$@c}o*9SoH^9%qw0RKl%)`s>rf9MII{(CK$0O_CO(Z3yt{U0ha z{tt)rhY$+#F!~N--a=v$r+Cdp&X-tXlfvQ0nA3@}2t-3qgTiB7 z4KLarr>j1ldqVS}d>7tWyGX^?T5va)mo-T_)(=FBlA$P+9_bXf1@NCaOCiybU{rr{~ zxl41+dYd=VBh;y1SK=Qm$+$fy6>!*aoGf@ohM*67(Pp6m_gXu_iqJm@2R6M52>V?B zJu=Fp^#nP`5&y8hplJ49yL82Vt4GeFYXlf(J7-VHHD8JG`R6O*ZL^09EqM)MhV;J7 zv@5`?ukFp$tWH2$_AS9Zee^XPM}DR-j;J;B_4}5u2#{T4O9QGfr4!u)J4ZEzvd4s2!POJvr#hOy#!t8WGWa7pZ~)l1oIt`x z`MDNv@x=tO*xS>{*ci7N^_B}f&#`+^M$imF>FMM$TSeTiA z;_Lr}q5s6UjsP}ziSkxnI|&7qPD#&+;&aa7)E1Y)GZi^7IJ?v7T}lwon)oS5au$0;j3np?hej~`6>J?)HWPMcfgduM;X zN&>Wq+E}~+&?dw{>YrOo#voBFUDTTG_^{!JefOV6n3F`@7=R*p&5K} z?+2^{!_xV?iM-cnHAYX*9iLDLZVNTvOEQ*Fls{BBV3&{yA|0kvV{@f_fACzdfjn6K zWJZ53@|vsVtPGGPJ-!|%sm?b7`}(>(bVNtW2}>ce>n#e8=9|awTd5Gv9$;X>dg_wb z8!Z|xWPjm1{@_r?PmJiam9H)8_*E}M9TEBo6xvJWo&I(0PdWgsM$weY5vST=H1l|r zVU~)%(w}_OhVV@TfOX4}@2_AWSw2YG?vHuFza-PI=-L`z^c%L-Hj;ZsMe>46?r@Z!8DVhtLH>i0u;7f4p0MY$*KD|#9$je%q1crbpGFZYJdE#JRSSa(~mDo-xlIE5}{ z;Z4Ev)!POms#g{fjmaK^Hb@@3?;9ND>VPM?7-ib)H&2uU_eS5?I)SEo_v|vr&s(Vd zM2h063G*q4samV&o^Bqel)A?IW~c__BR%h$ZwpRajk~zWPPQv<>uhZ`vz_d~_Cai` zO6_~~ilSaFL!#E%IQ*Mk(z+CkVh)E_q*4J75rPDIR3Dey>_|sUO-D6tjpI)IFo?Y-^7G0*Uc5%P%^pW{ z9Mn81#Pz$-Gr>(auA5b9;id^FiA$s1jux!u9>s}csxUxAM{4w)#J+CM96C^&Y=ArW zn`54b3*3Y1)BbQaNbU`VyyOH!HMs|J63V7|g(yb5;!Tk0kA4{!bF89FOX73hvX4f) zJa&=GD1sxoij77z&A~~KPJ6sP=5Yzh_yt3V<@keGXo>hCXM^;syVLSt5d`pozY^|eyAzPe`NF_u_zeDTC76@hlCnVDRJ?3J%-4XEXtSlWK2MTr+bUDfRHV*KNT|He(e&&^W=NdrpdY70s|{<@0Vt1a}JW4Ajzd%D}1wk%zQiEm0N2`j(q4lkM|T za8SLTkD@<@o{*K5VOH0B?~lHcLyi6(F|@H+M>xmYvGW*G{+|D~~dMK}|` zCfgbM3wjg^8Bv)s4P~IkGMb`-m_rj)L6xB6oLhlzFn?FWh#)4G<}!x-CR2O29qwbq zc@Jqve#0#?-8NDMbL-OlfFQXKW6yPyNiWlh+gn24m3kpj#UCw!8RLlPk0x`=h?alf zaKQ~>7WSpB(SH{G2>-$+ zj-O2VyXfbKF-nNsn&S7^%K`BGH#+eFAbd)L@F{@xXG?d|>CeqreBY+@Z}0AY0n+!k zP|(m&HfhbmS}LoYx@j2>guGR_<0s8(_Zt%m(qGYS`Rn8o)IUCbMF3WQyq)>l*|L$~ z!6CM!8zX%+=kDQ+Pwi>?$-dnjMS~*jC)vTLbLaG`180XP1pv2%pfa7$14F_hiNa)? zF?Q+V74bdEayjs@*v`}>C05>?rG9sHoZqMusx(D1?p*N0*38zk6X($ zj#SJCsPiqH`mM?754~*7$ju+$VAUwoQ+rKtPwrK{in-Dp(kj6JD3fYm4V{~+mZ$UN zYi$&hAFLDP6^tDu=LT^8Kgn>xVEk2{?U$Tjn(q*R;P?C?A}kYRN6{}iLdd?ipZnqv z?=hkOwq5P_v>t%=m&!0GOpgEr0LW${xChfC{yPTK!+h>b$F}0~uP8u*?(JfrQu zL@o7$uWhqEJYz!?!(IwYkmrm%qwOz?L5a-bNU!uxM^58m$7G3G3AooAUH1((>T%)e`SL%8$-LXPd!}4s z0d>5VQF}BV71%;A{QePQDV^H3qGeCM~zDecYjnU^Q5Fj~gr+lQrF>=Y@Dn zIQ+uJ;;EtgqLe{$;Eq0oiRRJ$`b5Q{p0Q^(d=n+WtT_wmTqZc-8J!UfPYj3rFSP8w zaK~2DpTyKYd0T9bWhQWgqxNsE0E#}~iS1bz6osZ&TMufZgAsWJb1a&7=Z;)4_S*|e zQ84@T9?ByUi=L<2$!#iJCS$Kf%YGeW`v!{B1*`Mmfn^ZjjyeisH7$3|=5`U;=bYNeywLSP?+-3vaC3=wgQ__haf`V3wW7Qk}cR}1OBl3;f z_c&GAYn=Rj8L&KI36Gr;CALSJ=LqC6nL{TqqTW4jD@0X1)`0e@ejrcy3=Pi1U`u3N z8kt&PC0}5^X>ydE-X#w8aC&D`rgkZ9#VIvsM4|E%Awny;1457Er96tA>GePk*rHHE zzi4f@2dgo$KD?LP<0*sn1t`=k`b_$He4c(8Vr{e4x57}lzTkP6DHsODj6hvAt;5Hp zS{*^0`{zsJjQjH7>`!q#sy%q)V{g5*?{YHovaIC+()= zWyaJg?n>DS6V}_8Q%Y26Lg+sB8H?nmuq(!=L@s#no`$F80!s1Q8gzf#mltyH2zLNV zddUj5I2f zJd~PyC~LvHPecxsG?obkMGAHM?K zbkC{uWM@W9Zhlr})X|v8D}^JpyEm_BCq6mft;yfgK}|(F z27&Z%KTrw4^SmfEc8Q%LIRW3EwX;K;381`L!Iel-NIZj^J4f|M!yuDfK18B|Rki z8reDg&yy&mTl9}t@!u)@+bRF=6#nJ1{qHLL%W3&xZT~gozkcle_gVNil=?4D{(5r$ zOXR-+)PJ3tzn+}``h|bznf}+Q`Ad5L*Qxo-Y59Na)GSmXEEyFeIuC$pQ{}|wDHEkv zhSx)?gKsKkrCIZWMKerPmhDuC&1*x)m)sAk3X+l^-yJ-*c+v>0x$CAlp%M6gd4T`$ zAy-&D@pR;C>S1@Z9Z&gC10z;`uf2)%PEq?wE%xO8w#cqSajN*KomkD;ImGk^VW?6T~-;W^|8kg&HY?;}DmmB!1oX)25D}fnWK%LqWFVMHLXUdQIS=#dc zCN5jBLa>Mpnh9q6mV!WP%%042H2*R9tJoR2ho>pE_d^@pce}`U=T2I_nHYy` zd2=%GMqXvudmorCTPdECc2e39$#9R>8|J=5bUC6*w-hsT;7L}e(=o5&_Lpodg0{{Y zm7T=eKMp9+Z=TaTK89iJS%{k9!i9tp;>L` zt$y=>NzA$qR5@D3I#*=zKrN=IxB0rGTIVWby!q@aNmM3tjd~$&L0{i;dQ+MDv%g8e zpge$hm@tA+zKJ-Wc6dDZCp|mSdAZ!T1|tpKO+r>XI*diBI!{0cwOuYkSTlSasH|d< zh~^?GW0E?Jsc*o0=0ZC8!=|h~PCVIPiYg3tJ}1i1%vNH_aO`c3opbY$Jh+_O804T& zw-g;Km~Ui6bv(lVinV99kiVVHcEUDa9cKB7Ny3!=)$$B$N#PW|CiBiG+Vd^J6Qa;| z5K-U)kGS_%W<$;m3~Db22W@-hawY9JqmHMeE6DSD*}CEMtemm&+wQVVuZO6EHK%>|%A-_Fqv`(Z^*NYLeGW^X&D+9RdRj*Vup0(`Ina7?`g%d=*ZS*+5 zr?3b9yvBKxwz~c8d{dj}f!?a%(U?4Nm(rr1s;BH=J<6eb$AN-CR=d8+;R_@GN&C%q zy{`9{lWoa-+@SHqQPD~(OQ4FYgiKRH^?{$k{NK!jjX5MSW?e|_F05CLApOYgGW~?e zWzW}SHH5@V&C7V;%eVF1jLFhVx&7fPOf^!uwE2TQlMbPqL?*py<$DUWaU`7<owGgqa!vQR8p2Z$q+8LU_+Vy^?J>`9{KZx|fSiF_OC#6K}MD zh|0l6G3r{Ww4TXEqYDJ*J$%nLdxC9mZo)km8NM)6F^Z#Ca5Z{pNXT2Wxt=D{`Ad6m~&<|SNM8tP!9 zyg2eo4QnVqkj?k9W<8DOIDoNSZCUaHP&%LF%=^_BSwzLeGU|BQe!Gm`)$%-;8CPRu zXd2p3HV-z=(9tf$1sx0r>$)|-{B>ykeKM^4q0)B?<&8)XP|{nrUUc%?9EK~A%s6kf zU39J*hsyQJ5XoeZaNWqmzf3w0g8ZLbmD&e!%7+^R1m_!tiq)E%m2L%trfqpuvsKf{ zB7im2fRt%fRI%}rk8gCf<#haJnGjvdxnHOOS#y@_RjW4&<#RvNZaaOb`YM6w!c%n! z8mn!kmok`NP@hd!o!OARP@(PlsHu9nLvc9^-pk+Jomz7Rtae%|CC7Aw8jD*S#?z+a zdA1r_DtzX?YEf68a)|VREoZAXgUgifTNlvN>1t^L8!PH`)N4JCyQPYoPm}ozi&Toy zzI6IglHchp0HPqbU)Xg@ofU?IF06e2EU@v_G4JKzMap^U$Ux&s&hS}ypsz|!IH~;V zjM=^2_Z7l(iBdflI@Cf@4;zvLDxT>?o6Rjtve9gZQi4!!%n%1=f}i2>MzxqbD{kle zW~qM5ruaM?*%wz_P#~iz+S9urt7+Gl@N!^NMdFEOp+oJg(=gaRsHi-2)5nm>GWQ6# zK*#Ch?n25TXBA4#i_YoYitYomV)sG+%_b~6-B2dOyaLDLk`W=z0lB^G{E@SdDgHB& zOdtDE3``~!ztDx=v(5r$kd4HAM7MISZ8yxAtZ-=GX)0ABdsHqtYIfE)-tV=Y#pt={ zJa>NHa&+ zq#yD$X|F<)BQr_o2a7mWbL3IrpmCP6m%#v~%$(we{e;7o$T_w^Cc@enpWYStp zvUgld@UB_>>SW?^%W?JY$c~2R=rh{R_kuSit4 z4Fa+Z+MezIL4G(8*bwUh8D3|1P;H*9OkF>JwEBiVJT z!ZK%X3awQM&5uN-f$TX;kOv5tN53<{C4^N?ZrwVt+u>J+TlO09C+kWy7Aq({$LGA1 zO|GS?CRdWR)0>*rps5n7Dy*RnwlsPUfhR;i$3Nc)$aZ5j ze(FY@<>o}Ot{iWMUk%Kg$Ug$wm5-T@0}Dmoe`O;u6;pn|=gOwo z_N-)iR^oCa`Y9ur&DHZF+Ev{i_ozAdmnf4vcOSWBOj%KyZL5|IS5%5rWvSFx*-RA1 zl)t0*GCu*6&T6;woXJ?vv0{1DhsK*+>I}_I9|hED%R2K5PPH^$@>&dO0k8McG#I1R zHkP~XEX(Uub#&@URX!m5n+GxCsHrj(X=`0h1$)>`;NJNN_nm#bC;QH4)}Y0f6kq{! zUfUNs5VFg2)ktzaDaOCQ;M-|M;USbXjROc_Nltr?$1+1 zCREmPMLc>THqG0OFNSNYfPK?w)WODR*4FbYDdvomFIDPb6%tkJB+ zBk~&4^gSV2o3_(HhG_F;;|!$@R(ln2=d(RH(fKpckMqfwRp{^yI{2Fpcs4g0z3U{3 zT|Xha&aOI6>pj_eR8xL#Dq-!@a1n7GXq{>?VRH{%%2cyGtFl^^LFcR|pE337aw;*l zSv9!RGGEJTEsH`INc5iAF3mO`ErDdL8MI zT&-RN9FIi8Nx`H_Y8YZ|tt`{hZ;r<|0NeAc6KW(ucIC#E!^0u9O4Wq)g)@ax`CHdy zSE!djVuz;cOJpB`(IQ0C7o*i?i_fw-a`q=LKYKnSfZ<`ZNp-F|vR@D&ohd{>qi+22 z)Dk>NKiZJ&Bqa=_pB$sp5yfyW5P3@PKWt0Q>pYjG3ED~(#}jFinBR3O2dQmKdS)mT z6>w}j$uuR#e`wV#9}1h9Wmq>1mTXj}k6FoTn<`=`PLAZL8jpz?U{jTn+CKyyR?gi0 z)^b4yv&Prqi;f2KrociIRv5E_`Tl7iL8>oAc!-rIj_<)R~m3CQXmL%5!Dd zF^$}{QN~6_m7L^0U?Yp}Ooi%G73!=*>sg{BC-#t-Nzo6(gH~>|Hj!AbS2DE^TE8_Q zdL$!Fgj8@?Rp522K|LLVFtnX%>DF*qFBDGgXl-q?_( zh+8nlyHJaHi&cRot%@x(In>7b)sVCDH&=^2K$h1VL6xEn`i>?j=ISz|dqiC14TyI| zX9Dt&Jnkm6ue%bd`_`-ppVxl8v$yeXF7_^A;-tOuhYkTGLY>1jGhI}g$~0qlx+IZ)NVI_fAg(3LjXV*KTbS9*{Tg}rgxFTEDLI5X18Rq-(@o{?^} zVYmoF{Q_k%bIM}4hGc`R;V0~gxr+Ii`BQyP!g-MR+zD&Pne>XW>bi9obxVN#Xw$j+ zeQ$95hVg6;_C|o#p~B)4->S-*Tk-nE>}1pE4(q*llYx%FTnj43qlu2^bD7}v8c@1S zX2klnOyX`I`n;^#DCQ^8tU6U%3!P$1)fmv+-tfx)`LzEga&c6wwz#rT(a|_r8JSuz$!**E3ml#B9)A zkHUPVXTw4Zk+Lwzy!{xM6#*dAm22Hu*t5?m_jI(aqc*9soJj~jYk1YsNrx&|SywY> z0gP1}+w^y$p00k!vEfFZUQDRvhSS&&bW{A&)JdGT5`Fez@hb;ML?rtJSjmA7I_JSh zCj)4{shHXtCZ6b?V9CJpmxq_;M)@Q8IDI|Vx|hRWCwp{(E>|7YY$aKWrrb`rfxPV3}|f=ssISEg9^VKW0VQ`%LF#>?U@t?_RSf z+K4xa^>HC_2A9Esc2gCioy<`Y;Y%L=da`0>*XTwaC^~za>C!6t*_g#|%1^Tpi{Fk~ zg84Vqg}M`K8_9joja@4nbQ)@EE6$y4^_MH7?bVv<+^+XIjB<>#0UUQPFDq4_!4u}$!i`x*d$*I&V4y^8@e9qM zXyE1t(V@IbVBogNAsT|$g@04oP1Pfl{AJmfs6=Ac{>9~UJE8=#n;vslhOXwiULsyG zV{M9k(-9Pvq+bpVKqJ7S@d*8fIhM+d1vTBOkMlKi>29r7&SORHIt|@g$#Mm&U6$h( zRiW^;trt57SYe62UD*-i8?0XgjcBBvCFZX(c%Myan%opLDY|XyXpn5)`Ld?Q`Q9n|^~p}H zKB!(yfZwEcQmJ$Ppf&Y+$eSCIy2ExeO-G++$B7wQP%~K$$;KLE%FXK&-!!6;-4?%C z>h~W-&3~d_EXMI(kyCklGoVq2an1t5z3TQS{SFG`GSE4s8CuuJ4ag`f_tC3{hH zetcOk+VMCBZzu=hrR1AjoW??duvrd9juPJ_4fE(_-pckvXh>MYh??ifS3GOgj*HyB zA(W92na0sDoH8FWU2W0yWnmoE?FCL<9Rj$FPFL1+6Rvh8M3v0B*gcKQ<$ zuK`zs@w3R1$Vut3H`J%v{F%*i>??S>ji;l#m%FPvF59}AqZ0)uTL`CA{S^`6qRoqKT1oVG~M63U|K@hUhBJ1O)h9%Q&#PK!)(ibiDtEz7^^y7 zK3wIhHTLXjxqqdneQ5zsV`Uq#aEhTiu`3%sZ}#JEdFq1j^!?_mlTpuPH}`VKjKa99 zJ++X@#E+XE&i@Z#?;g)||HhA(L~=_fsU($DH%TQHLZv8)%K5ZWA;ukbv;kli;o{!sb?;R zfC7!@!$*?x?TcJa_f6kmX5Q$4S)wOB1-IHt4Xo9u`^bc7|Mkp8EJ-4ko~)?bJMPdg zhg$r(&KK@Ek#coYtlG|AYkIjAncr+KS}HVOM^D=r^U3f#`;Cv}4U~o4bK9knT4wOK zIp;N#(q+v_Y?%nhQQkhKUfxgJ^G(kA@HP!b8BScXX9fxITf;0qaccM7{WoW5=~qbFYGEK-O0+mF9y;i0T^@A48yMOUVJ{+pk^U^?!E- zVR6r$Z>fmy)$Z5BAM_*pG1>c*Y>6gol70 z##Z`5jxW;ko)O1#I{?AC71MLue_CgD_>q?rH>Q8#fnp3YH~4l^-Wia?CT0HLQUm7y z_9!-(?Ec&@QlFo{FWV&ZPTnskatX!S2(`)%|1JMris(fG1=(zRLiz^-&Cn3G<@tgN zXK8-+W#*tjaFyTyl^wol75C#ZYJAil^2*De#$jI7eaqPH$~P)HVxap;l$`8_%DeB> z)X^PMKH|zOanVXgfwf<45i6)eAA(jr9;HS-1?}lIgaNUU*MFh!d>e_fUwmf}V7$?8ld%O|~xcq9>@Hu@X;*Mlkl=jQEe{{;Q(W&#`EHdaL(Xgw)6nEfG zVD>iTZAKXtrVv7NNxt(&k9&0|!1+xyBz8%xO&gmTOjEhq8hp55I_;qTO+k=$G})6$72 zPgr(!0x`3m@6w6TGpAb)?tWZJfNfJ zh+AD(o3Q3!QUxD%m7Wnr(#J2VIa8iBi~q>x-Y%L+)pm+e^h@{tG4(*9JpG3+X3u$N z7k4A@W$ngr_OD^&xLeix=`B@XaWOb4H_dH7_UQ@0p-=7GD5do_%GW3`)b`U8Dtb0G zN6=DkdwS5;ccANzmq>Bv zDsMfsa~IPr_Fq!M;pNdbzwG7tJ^YA;f!g^#S3U+ViD99|pV6E|~@tjt&M)&2xx8cJ29WMWm}hb@Fe znSO_IYCA=!L)~|O zx7Vu4;k~OFDzZYff*qQ+#2Q3d-**(1L*mg1XHRfb?D(1Qwu1^Q5YZ35M%0$2|NPKT z&C^@nw) zj{izZ({y#B4TdPzo&y;)qwMSh^~2w3ib$e05I;POnKif@c`2);uyv7^Rhdmnq+TE} zTVy5#zbMcRriSEKzYbLL;*jrkQuPY@AJ5l~xqmV~6C9-0-?VI(9US4daD7xVS=83^ z`gL;G()($-!$ba6P}?S^WaX2z8@b+80I6@Tq)gA9I&%UrSjml z4EM??+^z9vacy1U%>bf)c1EvQb)hi5rzGKd?WE6Wxp*U-?7m_=6f zqUfUpmCzgUr@}G1Lt*DC^XMa{@3*a$I{_Q(F7j^Ysw2< z-|ZHzrV`a`eXuc#DkGN4aCRd${&RIureU|Q`tWxnL;~kO^}MXC+?rA3 zQINIY+l+r_x-z`q$o0rq@HGBgYj)Uk0h!vkrD<3}Awrp(UMXz1@z8Z6R^P4MS6PAgzO_%y=;IV4d&|K? zYXL)O-2#KxytZ(L{8j$n;+*$JL^qm=eg?j>9f7H*c@#VC0apc-oN#Q4gA&R8km6rd zhef1rW>$_?BUi50jmTjDHe=mAF;}og%3Rw^yPzj3XxA>ioBH?d-;;~HC5u)#!sfFN z{-BQPnT?hSRiHSl0~9k4>QKXulmpm_|GRKXrxHk!6qf5wJoF>nID%TJ6|Mc2k6CS9 zcRio_HUd4S$tki|0$kk@G?JCi>Ef#6zW3j}r5#|hsMaFPq^7N1K3mD!9E(u0=RC0Sgyu1L#@Qv^08uQ^aK-7+Hrm83#H!0@Du5;xojyKRA^T zxZgsZ3K8goy`+jWF7l}RaIlMQY+{{>=sOv2aUdYJ-SY8z3rn&V6Cz2)o1c`wr#=(s zJ^!akBkGjY%c7ATwj<*669trpcq(*bezwnozdh(cNjCR(tfmPUQbGe6@51l6@zF?A zg*2=hUS8wx>FUba%Sj9#HTEJmHaIrlR5~1&8*ui)>y|pgZR;UaII`dPqJekf!~Vf0 zWO>z{Gp&H)s@`1@@^iMuQN*2Y)QPQq-E~*?{DYbNMpb=Qk)`bDNV zl$!Hm3ZX^jV7v2#{!hsRdA8E;I!<6|Nsu*c<%8B(?ThkAc-RH5?%#jMJW1(dL+7_A zAQ1Wa6o6g~Cp88(ovF8G2_qI`a%%rnMz{SH+fd!tw)4=ITh~UNwjDpA+-)XY(_5=z zWf<4+J3p9=XfHFqwBY2j2WYQhkpVwnc4P$*`=YrsS5ZW_)Zkv?b6*;S1$5m)DR2QT*SSqN+M)lx3@r zZ}8lp={5HJ$CBGRC=H`B>cJkL{BP9{f*iED(sNVdR;cShUke!SgO+mRK>DG8owFGY z&U9n&BW~Akfg1ooz#)AU(VC%1+@2Me)2Rip#U19cwha*NA_G>M^K{y$z!fJCVAa8@ z3`aLtXbFf&`b_Z11l{N;xObkJMCDLijm%e__u#o7x_wp0=dYQX8ywb1-*0y)dUk33 zwMWha{egQejFewNMJ;K1v;w@!YLGjHK`Zw}rvX>u^w!%~$jgJ+w(S83Kb3l&KUAtG z4Yph1d$VT4`~nji&Th9+&p@q}^Ec*VqL6OZ3LB&9fyA^If#>PIdWsmKN+Oh zx*HJsNR@TFGC{1e3=I6@*%|+c5%XorOM56B>-rWRyn{HXyLPi)OkT`cMR9(2Jy z>y-|NO9|2H>#c6#VF1pF@p*Ll-h+b%nbnmaA;y?D;#s;v`=^sj?DW37;EkU(>9qfN z_l{KSNRq=$;IN=qjhQq`b$#yMh4zM?yjVz8dJ=aOOYf&WYYs@Wxv(ca>{z-j;(pP? zZ`P>&SP8vqGQfYJxI}ek;(pQaDd*GlYO8{^?>H0r!j*8{%H&xW%Ldlk3Pl^c4W8K>B!;#LAr0t_<_rhoe3Yq^NA zF?8{z4|qGRq{&HhAaJ>=WtMK>-_%)ADd(d*QLV( z{?pB*abMX5yR}iPbzGsDpl{yA9}aW)|wAyuZE)h`8c>!HfCj zDhZyC zG8|Za9W}qMShe_Wyu&IdJZ!c%-Tnb>zTQEuHDBB1@AwT+RaZdNV#|goc|({FjTC`? zjG18M{v1LZ(U)o70Da*fu-Q%o~~9#49=BnrB=H6&#*@J;gGBg2t%&# zgF#Z8f<41To15nh&>5VlO0>=0SDI}g-bU(4d`9A_&A7QK(JMb1dOPI=Jb+?We>z0} zYkb~R%dz#VQ}bXuGbA$FUI(Q{Utg!)buoOT2dVKJHUtxVrC73a$^eICcuA`;l2sWD zXYXnqhu=T`&Ss)w`=x7XB8+>nQ?RNtHN*HM-c7qO6aFCYL@MEVe(HVPy#a0hW7Cbv zy|UVMjPqfl`O$n%R>==52wmrBuubftK@1m`y(Hry@>}du4yr1qGZN(LdFtc^>ZQs0 zvlqu{wfwFB@(iOdk1*`a=flsts%L&G%lBLhho1&zjhOp&9X5M^tBoD{5eiN#jgk`G zz?CjV(8?gR{qf%T6&DwiKNOp?Oj*cp^D2J9_@oQZZZnZ7Wgze|lc4sJZoXoE8Q{RG z_Sf&u2O(x>jeNU)R{T32VHJKSTWW7`1^wY*C; zuz4^!Mwgq{f>Yg$pc`?-VRTb*Vs=(L5dRkNbKPkFHWPm+;K*RkZNUoE0tqpke+JQSLha|l!?$jYg0+)0A4)wUKJoMCTn9*Pk9D$cxF|lq zk0Lo#8qU_eJIK7&P&F>)52tNJ-uSmvWmK2VL(DSlD$u?UEaT9CxY3dGELqCVd~Er20-o_{|gO0)0VPfKmJ=LOG*=aF@W$3p$H%$?5Gma6gU*j+}j zjJw7?2&^3f#omRNWiSR!@<=L^{NJD}jn&=E%o4T;<9-);Pg{>pC=ZW~dG9h!Zi$=~?b zFJ|5DZIJ_E!u-#r8iSOZnR9H+O3P$^YE_=X^VP}#p|aWj49k6a zW5rGbNW7QVp}&SLea`Tt>Nn2vH?f1_CMHlz-6_5(udUoJ2XTOx8`g;siXsXuABBA= z<84fJ9_Hk3L3J(Y2rStID%&KJ>+3aBhI)uMUN%_CkgI`kd}ExTpPz>YJ7F(o?(12o zSaRvMowSNS6G)#kKlSQnxg!Qwo!Ea*yz3D2k8f8)6I zx2x%D>#K!>*iFKYC;}DMqhT_;^ynesMjw=AL}FT|lsU6nl!GNfopHG@f#lsom>DHg zEcGMlUqu)rmDwklquP_9%M~+5a`=f-1yq$MP9chL1sh@G zei7^g{k#B3xmh(%b2ypabplebupF-%Ef4za_)Cqd3YH#`Bw1mtfTK7OP<}j>J@^mX zPv-i7;}H6HqJyxG4UiHbe=jL@&vCOUcLY%UUqi$*5<8IdG31qSF{7zHhpZN9ws#YX zo8=QXy2iX*!|7Ro=|pFJ=tOd=Q9|D>Vr~v`#uG52{7SrmQEmUjT}>jQ_{ zugZ|&LFWv~br87vj_b`>wF`8-R&JhW+6)ljNjY1J;>eNhS9Wnsl@H_37v)ts4F{6W zliycX-9K9+Fied#QHVA;j&aVbqn5O~zgje{6PKry2!>MP2A@fbOh?V);KEB-5N`hs znP%#5UBzf(J5V9C>yjI07Dm1xB{-1`K2XOG_x4(6cb84U@%a%0jeVx;AD%5LLOn}7 zBUdPiZbcVP>Sm0e_(|DF=M_l@1;<0|>9*8~B&b@I^;5|_c?Ucc zcB~$3;Lv6=S_1PE8LPqk1afXBsF=pjJ(*{zjBf51*LVNd3m{w0i4FmI zF#gfqYhC_9b+;9ZeIgE|R9IP6S$Y!+e8n1FSsXMv!Od5`>BG;RzUhf#yXAU$x`Ox) zCQ)uS%4Z5l`k`PB`V#zcZXQB9~% zRafP;p9&twL}SJEv>}PPxhh<5Qz%&+Dw1wsHzn|~%I3X->_pjWVE2??ee`u~^qh=0 z7DPmw%s7eRI#0LIGvK27>R4$&?s%jU$x@p1bHgC1snaPj2Y)x}@^ z0sS}69#bLq+5OxnW!h2`-E=SL;8~rFzQFHD;nGcg0s>P*Tj#A^EuqaU?c2e+JV)2_ z8XT>?n<`j3loI;7k)e^1UUAqcvcdX?&G`M=VWhwRxw}vR-i#3y-7#X*f|Vn>J)e~& zE#x0fcV>V|_>vD!%XN)d*9b#Kr)?rj9Q7D6=Uo)^0rN^P5+PZoE&3ZBjli1X90bPB zUm``rhGMDapN~}=HI9H@Sb}YF$DbckKoJ%nN;oZ;%c3o#UXEpA*SRg@4fD%bWhb$v z8K94_#pqa{_o+=hg%}?@sht~7h2)o-{gSVTeCAX}?nof4!yzpY(fVL4^ui{g-zHRU zS<$9J4=S3c!~!^y+_-2uM-arMOL$C;0~+p;)RWmPeW^Tasmla6I4#=>bt&9hPAEL6^_4r@avK_g;Hyr=Ej#Zmg>IlB3h`nv;l zR{3=ZkE>Ki1y7cn2XAkC>W!+YC!=`$8a3di0Y;ZndGMEPj} z$G!OzT~{M(>!+O#K^M^v2>~F#yHR@DCud=FgG@eTTLBJP^_Gg64QfN+kKHRq;<6r^ zFCU>B)A7z(aR-nu!pWHIa!RAO~Hs&JLn3(^j zH@U0_*?$}yYK)}UDKm83QS?v4v@)3wHI+=;tu;HG@M#Z*<~04b;y>y(K6<4P zf_NNJHNQ&X`18w978IU|XtKUL^q{Q20Ve+a3zy?83h<&Vx^3LRm`CJ(?NYBsr5wH0kov2EKEBlId z?h{4<+fQ-=BBWfNn%~Ja7%A_Ub1{;@%A$R52GYR3i`m3Ggymm4jtb+2Pbu}eIdRf< zl}J<6CiQ9AS zAlutFXnRKL)W9{!Fn&oVpP_RF{3X;oqN}dHy42P7vu#Ll$UzUP6NOY4AMYTlwxAIE zuDgFox;7|{9zDDrq3}f&@Dg(?|LT`J*aL;Jxhqb7P-&b-0XOo5>Y%@R1xxLA)sAez zVKASv_SIUr)6kpY-u|`KN2xB}-nE`Cz!$B*vMLqs8&pz?-LXNTJw34jo>2Ootx)K5 zXjv7`o=Y!m2Mkpk?Oe#TIjx%jToO;oqT0rYHbm6X@Lv+;0^bi&cn^!$oPPlDk9uoO=4K zL4ainSB63=SfDCB&pI+BvH3A>FP;p*olI&;y0mad8(>y95xHn0!5(ylf>+j3^~ftL z*tNKPoGR%E-~2OREeoj5PxynE_b+Timqb-GW(ss7DauM?J8e0uy*+Eo=E)~zFrU7r z7B`NMd;^==GhYj4WZdcS^jD%*v7bS{dygF|2}Os$y_f`zYkbq3{vRFf1GH zw~~=g3Sps_1a4R4+2T41FTzE$1JobUcus&clB3 zPPMVF5+)|PB(z$=;vwRuUoT<)KAyf)b&bgc*hP&*(yb*@WoRiyH|T31B-Rk$I10~^ zB_-!ftd_7Cte3`*^%;PnRY1ZWbQJIHTn)N~t|i z#LGHI`A${b%4u3f5(XhbMrxvXooH10r|sA6YdO`yhM}meU@DkB+sQM~4a~0qJjh?5 z3ClWX1-?tAT_Ap7rykzW+4(}PfeJBXKK(Mlfue?4P-2LhhH7ddx8Hz){H+Aw*0Rv9 z=e{E3QOMk5(eTfKFO84OvT#(HI`KzBPlI6A^FbqXrY{%|9ip?7&sB?6@7Xcw`o94q z-LBMq+v6DO%gME|kZ(;?RN~)4!L4{HtdbrPD7leF1om?9aJXpPab*=3$=ErBl{FLz zhN%)%YQ2<~V00^l#P!I#n-Or)TY^3lKi7zfK3e+etGW7x=jCm)9@(f5vGK)Z`UcX) z46%a7u8-wxEX>s2auakY{mI-gdSYv}7&;56bqB^bU{rqebeXOffmT<{)eiLZ1lF=I z{}ZN}3$@lhDIMi1PgMA$X@M}(`rvb?TsN5YuP?Ejh5*o_%;I^a=zxh3yjw5b*(*jt zVa-;<$jdbR5m{l96vcZhb=wzwx{YF<3LBDWKaW$B1+m^5cEgHz+@fb;J9^DK1C4!% zcD@S9?Wf1wntAmXVsxD<)w&^K*|0IutL)S)$F+JCa`gj2x66 zSMoK%zReecJXXs9OolJBjGKJmyS(|mU7;K4@%ZmHD8LK*Ld<9dayu)#u zcyn;su_6Dvyy|c`Ui1`*I8g>5GbJ1*)$ul$gyC1=0D>Gpi$`$L+|g${=yGp5$dof-70nbkkeue`}3r!~ToHA=-I_t$wUUO^ppy za@1P$Mt<6@pucItO-;=>db)Fo06s;{l15dCxMxmomO1&6PTQo2is(qrN z`1?3#J8dLpk63Ed5wkCt%yz22y2l{+(ztL@1N==V<3n>}8U?xdYVK&%cx9v=I?Rfiqu$k$k9mCB;QalYx57mw{?eZD)#T_!V?N-{))D$@tsUAA zzq`hSig!OSiw}qEJh#w~j%zGsZ8zR2EAP8(oTG+F!m9lRCOisK2rB+vr5~#yYeHFA zJxKmVCFtc~!?k@hjHAv+jQ)I#3fW*_*C?Ziv986K)$i<$Uwn*b#>OqSO~@a|(xLyv zcH8_RUXtSLuGgl^FF>pAG1+PwIq&Aalbz%zlcm!5k5I9tRmnK&yG`X>dn!5+jpq34 zZJWX5F^rd$;&CS)VrnVn+LL?T;m{C2-}{}N{H`Bsqd01so2t{`?&wWbo?4H~iqF3< zG2%}!E?mZ>>O`mJx>|qRK0rIKmn#}j&Z_)AGQ(6Y_24-SW0;$|X^jow&l>|o>^VvT z1cr4^+@C>1Q;5UuuFX0|CM&gVF0+R-t{ZO~>%vBc2CcNG{(XC|)>P^-PlPSjf%BcX z9SHbH5f@ygg6E~4%7b$mPllpAEL_Q7q%cI_ZbV3}M}q8<0gHgLsBit$XSF=o&XP?# z)($b5geP05Nf5Q#ePMWYBM>H_Mf;3yn%V@iu&ge7#6_o|cp@XO1Zd}j_pBh9?PYJ3 z8FF8C|4wFZiLI77{&wE>eEQUDJKGD=fZy&t`l#Js<%KYvXN;F1oSS`#+P3g623Ll~ zEW;NHaPCo@&h79mKzwSw0>t35VKQnnbd+R5cQ!Za?gSNXXGVTldqM^8;Z|DxH=pt3 z{nj(uSwviion*9?_oAI;S>+TthFBj}og^=Qhq9VFVm<#PkQ0DX>5!W9EB8`EXAwVw zYG=06#*Tpn_Wa((-UfFGtBVT&1+gQ;@Bi%Y#e1Of%#WbgdTpmY@ys51#jWH%iE!oj zBN)`a_?hHG8#99u1OxK6>^@@}9!{=Kf#kRY6G5y~aGf2^3DbvQP}j#(&n%n$P37FR z)wI15vGY=k7s$&Gt(Vs79@2bke6 z_B5;Vkw^KoELoD2!vQXlG!hf$(*zWK zQH*cwR+QLzxNE2BJb%jg_VYn%hyg9EbPLK1XQO4(f0d+f zd@lRP>txsSCiU;y^5`pV<=5agybk^jtV*ToHUvNO9%!*Xz8D$myKc;qIQ0UnN^b@b zlEseozVypG1D|>zSU|$$jTY$HBZjGqeJi9oVo@<7?qOCM7s7Vf+~Id7y;9jU?0oG; zu6)KGoPI&q8l&EGdH5B1ew8d~!aAWTI*3s9dcYr4g0rV(M1ddApMFxZIH-6@D}OR}HIj_zkB8JF zxR?Bw7^j>ENoyRk_<@=#HhQ{L_Zh(Q502~jYhLu%em9che0Va_cL}VrQIq=SOUdjc z^=Q1&r(Q}#Xf8AuU|;(hb|2Yfee*giHB~T_N!?dcV50w%{VMWUHCjk{QUxr^*p#1{ zAXf~YXe}zg%kh-5)!!F2rS9XWFt|6Z*ouj`Ge?jL52ZvOj&Xo3nmTo^#xYYtK{NRV zj31XEbZ@&>ABwqC){Vuu!3*^-*Y!MyZE3_(+iOkm&N9WLoj|}GQ%_TH636jbC!z{(pqN(CSPWU<2U^i!t>Ul}{fLTS>b@qmKdGjong-JYr6c3Mr}>84 z4u!Af+C}}wZpd#q8>hWHO5kDGGxaN@2*aGJ!=KVGq^9V3*7Vm`RD4)so!EbW$Mz_} z*4UuTeql8*WjhG*z3>I?DmK|&KCePVv(mW0jRq0I^CPNi(wC}P#rLTtXuDvw`^xnx zoeh;zY0ms4<^6KJ-92mV-8n{4_a+sR-Qj53N_SNR+68;_7H55szJ7nma2ZB#t4k&7 zD%9S7j_sbIz`LvM$G}Y|c1fAjsy($O?^Ph;Zv5B`JvxobGLJSp@R*cEHW4Rl1gfJJY|ejZ%W&SR z6V+AkW$&o=Xsi16$Spy+Tl8ZjhJDd0Wq?I0BgcO$w|g1Z3|uthjRRl7>~{tFZbGS$ zyE$w7W~IS*crV7*_+6>_%9ftO)`CKw+cdEROrj+*9nzp%(Wh-& zOZzs3W{x_?9n8w4f3xl_F2C)C+QV%7da%eNy68OIu|CutCfacIuHS-CaL zu3wGx*B2GCo2fh2$%j-NWH?(M%DNrLPViBWC>nG>omv7&+vlEWTL|#t8u5b8G)FgL zeH|fQzhgwh7s3DJr4kP=8|ONn)Y3-{jDL08jk5DxJoq-K6ncSrrl++u#{`t};J`p= z@n)=jxmtQ3SQ|cZE{du6MBo<87dMv1Hx#Jg?8oR5=E)_P6v5=8`Gr^AomOYIj?P+G z2;98Cy1M9|XuszQboInjod@j`>$>=2LU8Kzr_pJNepY!cE!;2%Y}b9ewSQ&To@xYp zE#TB_rN3d!Kf4~S9Lg4`J=(=}T$dx6q!M`1#2L_@Wn&6yQh&NzWFQtyuE}Y~!rY;g z)%F68Y=eG+G9~HKdT>Yx|MiBvJ|Y8mk-Rk1LEi9-@f#B?=A?<3zMEG5Uu4jT=jN+V z2%H!Y83jL&T6&iwu_K?a@LPK_Xp7uG_M!dmmn>&-!NbE7nxUwYJ{xNp7Lo&oX5IQZ z(>*(U<7TP7%7J>NZPDQVZdVHs!YbF(KOdx>UP)s24Ghlyu5o<7LS&J`b%CPESxfWB zfCFm*?$hnQw8}S1dIYuXfEz3SwrLjR% zTSrJ)OX!i`uw;sCE94Ej6{3x}z0Ps?3*l~JVn|FSNpvE>9L`{iDhR9R;o1H%n1PWa zQX~0n!AJ9LZx*pv=E|*XtCdaXgRfc)XSai5gix<)EPayJxy_JOr;10(W=-JNVW(r@_9NrS}J}1>YEv|Nl~a>Q7vKAMV_6gJ^-io2`6Tj1L4O;<0;V3Z`?)58)_64Q{9-fIf;&t}oa#p8LiGHZP(^Z)oXFU*J@64I}%6$Ka*zR?i z)Z#7ZsELV*t2bqC7daR_|IpYlR7>!S>_qZjSd~=Dc4L7xKR@cF4lu5cYz8yEtFZCL z21UFeYr<4-R}>MS8K*xmXn!*KX3OIyV^mabM3ILzvX!-QwQfb4?7BTna@E-$mrAUT zzpfht$L4k)&(uVncq?+#VM`-t-E>e)?r?>gkpfh!IYb*Fm6{Y{@_!9te{+?><5C+6 zJVPHjK>@vjIOgc$%rB=^VJ4U3@x@lF449M8S?p5OBl%-IKsT-LVALyC)JeCZO=ebZ z|L`+3c^hQDHoIqj-a_7@5h~?i8t(ErYX1j#ah9nrS z5M#bbR!9)kBS!M#sx9OKdH%O@WT1Bb6@fbGW;lc9F?>pe}Tk<+y*;KUDbF(JpFVDy*ZLq~|Q|EvqVX&B=(9o}%gMFss z1)^y+XZC}%G^eZs={yVq(08^P5IE@6?x^5i^-FiJ<*l9H07_}fUANu&W>Ni}MNyKO zr&TVezAvj?b^O0x0J*BWN$__(e}MYmF_5YZDcj<3fTR7?BsgZUy5BG9P}$*&Wj)1% z9BwEWT;8%!P@-A?cHMbMNsb&#BR0-3Kgc!o%`hL6d{s5k z;rx)tMSjnufMwhPvoJS9c^R*P>RNgo4ZG?Xqc_WS@8giZqgMrP7v(1xGw#sdufgdi zoSsxcqHws$I`F|d5+xYER{{(g(T^uA11P4CA1#&RYlKm}l*T4m+%#j`X@KeG>)+OnD4nz<3aQjq3QXpXq9Z zuT}c%5rM;jF^G9&2{S;v0BFkI0f%`_TeLY}Rc`hjb`SIF!za6fK3bO>{r!FrKYlv9i>8 zk`r;sEaG>t-PSVdFs*2g+r1#riI%L88T)!0KT|t54OY*_K5-!&TuugmEZJNpM~cqJ z>H~&Xz9u{QJ&dfJpOZI#)1H(#GH-74#=NtLypRA|qu@ZxtLASPHM#r$XfzS!NI5MD zqMN_8t98;=ePbv=Y9`x=hz?n3XxQZByidDQeeX4R&aIoL5W&Zw{!{L!sczC?{E&`= z_Sopr{v@MkW!GQ%5twIHNN<6wnexpYVcI^XCxYJFshfFW0{7Cfz%0JQY{Bt3hWo|Y zL%qLfhfu%6CxXL}j=!gUdKyGkRrKw0v>LKnMB!8UYjL}@8T`fyQ6Yfuow_|!ul zN+nQZEyMaMW)ijqv}f1rVvkrxQ!!Kaj^hUO;vn+yu75a+a!$qiI~UNlcrBz75Iv=Bv7NY+Lmq zGOUz&`XbWr`-v?BROlcidE_sr4vLsZNKZIfm%_+7T=r8~A+C$2Z{@wLy($Th@W^zY ztB4LVOS&|0DfwSR=U?~98kVEOSr*6lJ+7XmAGiU7T{Lxj8cKxw-YD@db5*t-Z5nJ&I7TGkw`!(L#V3tf z7v0+*!TA^ZY5AQL!`(rJaQCK}zL5Fy&7v^+7H_UV`k^< z4vABG)-zqs_f7H;H`$ntDV@h+-n74Sl zZ|W6$XVgZu)-Lc~T)Mm_du>uKvKzRmob<>~r+@~Z3xVocxKqc#*G+NF&L#+sI?9os7S zqS+K*d-2hT&$D;Pt(`wwUP3i1|J}$9agQg@-t#%ti4}-N%||>ELK{%K<2ACEf)0E; z96na`2EEz8DT&o`sG*Vx7rHg1)kO#SVYzb#NnWC;_08LwKvapc{Eql$TC<*cnr&qs zb*x>Lr6pXm^{AcCf^L|TB}PNm4gC0GJ^4LbuWi12dGF3Yd}2|U2FVp4Ue)%HHNl-D zVZX(|H9sq}#r}<-WsCWr^&o+X)*4F~l%CuUd=yc=SZm*1K%sAzJ{2PSxnt0D(CNj1-Qwc8yUK^xQE_J+xss6vzFcP`h7OW6fVw0790Itc2S z!Sg^TN9#H=-fZ$ z@c9<;U#H3o*_!44TOzA8)5Y-zCPV%*FjqTsXfiJNxXA`q6w|q2t=GK?G+BFi(}}WI z9kT+#k&|aW+ow`(&}f;^)nlg4Dz6@R03cI|N4M4%(M(fvWMS zO&=>Co5bAC!%Zw`$)Ejh#NmcL!?9(Bm-SjqGMS+9wd;ww9Kg=MoaNw9><%77r8#^i z@slqkDJz;S+L-A`=iteTtpd^~z{2t0F8@DQ^vL$WG8vgDfXke6+t@D+af{wY&_;Jq z&t>JArj23p!;uP5{__Ut{!JrejgZu*`^V7uR&XJfvF)t|2IAH}PuRJv>l<3Ush2A8 z$Z{_?NO#bP`29KHR^iX*U;sGnWWm!z#QF7P4LdXI(8-WOS%W=8)0xJ|0u=6BmFAy=yGEz|U{7LWE>Tk7;x?>qH_ zC=xQ)Mm~j(b@BJTT--Z;=&yJSSyZAs!n;rpF1Y$zf5fVX!ZAWAJiRZ%M(5N;McIPF znpaJbiC-aXr(L7%}RZAau8&PZj0b9eAN)`xr3 z0DZwj7vX{+;ovyX^lbed*|6rh%Ds*(u1tA?x|ls`*|?Fzl-)n5aG zRi3+g8(%nBH{syyd5n$}PwH&JRhHAl&CNdhiL z#I$1jY-2Qf*-MCLTVop~oIDdZ9dUMq_THrHfJzSjEWlhiBNdhXHm{K+M_2fz9tHo; zs(WO6}NN{!rivVvqpBd&fM=&ks;R3zvv&Ds~Ya?qR(&I5CR-qJgq? zupOW+$X&1NE<4A8w%E`FGe%Ku+~V<+zFnpf4@wN91sS27g-4$qPGSCDx7Wp zzF!t)fuwPde)mx->spyUd|!DrBu^joN2Ae}SH6u0! zT<`XmH1FJkYCG_nL3XnkG$u<@EK*9lEan6XTf*WBtn)oC&0EEY?JSwm8;H?2#yT-^ zJI*BR`a_-m|7y5boXSvHOeABJ^R}6>W$SPPGAVK)XMG9qW!m9n=9aVrz+17by5xf& z-@lHh)H(+q}xIlK|nBu4D>wFDwSa2NRH4; zdlR8j&xLN-baO)nDBT@CX_t2Cmv9;epw{TxQ~Hz_8LLl3?1)5y>TSs44eUImkkZvH zd(A>poYrvkSZoF@%Ws`F^57bbklJ6hmtnwx);>r2+u|&l?3ykb_so0ilYC0)h^`I$ z0A*v&lUf(Ly>lyQPu=_dgoalCYi|>=AMgD076|IWB@2<~q*+2IkrIk^BAmqn_h#1CQm+jq;Co5{~zprts?^)#YR_vH#_4{(sk;`i9w=MVi`@ z(s^xFo{fFi^_W(EZZ9;L`1?;)vvzrv*S?h7tNVKIU17kRy~@(WB59QD_~K%2TxHr= zjbhT1mN0xX5xM8KvihWrZ`C~4t3|^TQLCCRU;p##HNSe_H7h{mHNwr>Ccj>VRe3(~ zx=5tU6EOS!z*ayt66w;_@!3eevQvd6h?hrs0^7P2-6^nOJk3r@YqS-2y*nUvbtzU_ zjXP$?t6GSlJ-uKoGSXSk{S1>48=aJnTcp`9fWQG7%Okbn9Zy_s zG>YHLoyyH-*=Jcf#D0u@Jpa3B>ToVTc%$lAFir#Wu`R*wpS5(^!xQ6Yl83*?e+}gbBK}#&gP1&EDw$DOq*n6qGYBws2fLfISvp}K69%Y{vshoEAsn|5x z(y5EqItW$hr6h56AaeKQT9x#dk)<&};L06GQbewXwHfx0IS4~FN2P>bcFX*d{8;X2 zCU$w8<{}{WwR7@Qi#NRYOnUu*ewPif_gp##3M#Le^xh1c7{xsGRvXhLB9Ej9LySU+ zmg*dKO5eux*ls6(qP|s_q8V5vot!BjF?}QPpa%+~j#yX4eanm8u75*Wo;^^(V&^OW z^OYWbw;x+_e*WbhKdCZI$3aoIwsE46sVpJ|*#^=#rZV5oN3YOxk1TmL`gvhDhq=b4 z)6yG9WzdixyBp7*Ee@|iN;LN|&Wt(4Vh7qGc9{jo!w7)?Ln5blEI2i^Y=ITYgdThE zf;gxztLb6t%0&6qxOTW{mZ?FG)9av?jlSlFQ{c_E)q|eQIq-Lj6yB z<$*qJp^{Z=E_bC3i#~m4MH9JYm`Q8OKSJNRF&9wpI?~ou*Ix-vMdwgt}eGvreEgB+MO_J<_Q1}`>43VSoQbz ziZ3U5WFBcHcP_iRKe;b4Ui7^GEj-ZcSDm5?*F?)Adnx=BNbN!*3tl!gK`NceVyOq} zwUa0>w#}n{@l#yE9cPi5Wv#tQUB!fyU>2P7JyWOZ zECTcHC3t0A#m#}Z)R|R1IbtM06l+_iZDWG!dXxNv5dq3|solXf7?fuFsx>IWw9tzCSc4&C70-z&0MQ3OOSGnPv+S**BLjpd5T zkMc8~F5@LaFR3_HQy7ac<3HXy{EOuA+4l1>S(OG1_4owfPxL-GGl3S-1nsuF4ea|I zS4)hp@K8tcEcgAG=MRkeE40*f$3tL9TE$sezR?9hH8_ZzhM!Gif5_mKnFGPq=BKV+ zQmeAXq7QpoX56uK^6^sJ6YXF-?0cDg;6G1$=`*!*YYx(&2XR$yCtgeJhu%LZIs|DS z-Y1-|dttobr7)f=>44HK*x5!1NcyjYZw_{JrAbf2|pgq0M8=HkJRZc%ZLSN>(X@ zJ}xmg)hQAF|lp=Dih1m0iCf4gh$#Wi!D>!Kth zo7A)#G5v0MXE&MIhP`&&&_x&Rxv#45#cAHJ4YVTKR{bttm3WKn-Jl$5{h9Dn*S}|i z{@szio#*vlsO@6(t>HI#c4qRzuNyFjivzrn%AER-&s#M9fJf&#cVH2XPq&nJ2fpSc zrDNGS^|LFcmW&dgAb0)Jt0`V8Zsz zpKZ)P0dlH=gN7D8Uk#h6pL|*ZS?Q6^JaCdsy+;QJ##)X3=2VzO+*IDO54>XqWc8;y zom%bkJAbfKAIy^N;kkS2{p(XDC88(Kg~*Im*2wlW91TwG8QbP5Hb7H<1sVL`^6tNM z>cdWKtaP^@f2Ty-$iB1tu%p~?kj}o*bhY(I{UYHtXLfs-^Szaol?U+YRxRHp%NF&3 zz`pNXi_yPHzO#KZU;c>Wh8EUqIlFgO#|tGUEA>sfyTNVQIaS|6(W@d)xdMw4qJBBd zbN=`}E0KwM8{)Q*$F!~J?e-K96QJmaRegBn3Xjz)^TEl}`pLODX(KaM5Bc<9Bd>#)Q~P9=lyEq>pqu_(b&Hw(MjP6UYDABpcJx-DKw4c_14uKtEXr+>eH~2+VqI5 z>uvUEaw4FNSD!1Y>1vp7kgAy|MpLB0>%dz@ClgjK)M{_kGoh&N(;sRKUwMEG1vSH7 zSF(m7epHUc4cXlwk9y0qY zal`ch@neqQ=J@AGoN}Pzk+${hJK3BC&Knrm-zz&gva+cn-f+pxniSF5pLai62QIYb>D0CX92XwfS#0(EqF=d9*4}SFUsZ<(is42^ z$C7S`$pDmh282$n;7QtT?i0RGw`MHQ8Qwv8AG=kF*GDhF-;5TNTQzD# z1w&uF`eCfvYDWw{o#_+xZIIBiwfpsypr8Mx-_P`^9-7d&nyOo>h49Lw$3}GlE5E_3 z32=A{Cqdf=%c&(y{}lejQ02>8$6c*3Lj4%fHt)=mF&~WAT-Z-ZQAXWaBg7=eQzO$H z2=&kRApMH9sI#!_-_7+DBzbb~EbH6|wr<^ImFx&HN9`&tsyrMV2f2U)m*AuC$SqpV zZD{r}P6uBwRkRu$X7XAk%slE87IA0;g$FmDquzO;70d)sl`| zSA?B;^@*x(91pQiZYYSlarH!enE0&;w^QkxWp(K7Am3KU6chOaxo%kQuVIH)Jy%PE zEIh+SG8#@Kp0Ho;>T%>2t__xhZVS8s?S#Yr6hSIb>5L6eu&LKGa z+<*i&yl#d3FI zT$ws*lv~Kp>nYyG*$4kyP5QwsA0{Lk_{gha-z?O^YOF^tm==HBR&B_4_(7vtB^+0) z&znrIYF3Ny1iPnW#M+sCirn`hCk_;ROaZ68HmBFR=eg?Z;wJ_5${6V9_rNh#`L`dC zaWDzn$WF@Ce%!I}fH0c>R2hlI9ze7?o$p zm%?^|{k}Y;Y*v4CNVKZR-CIonaA(3JmFTLD^~77;2a=)h6pXv|t+ir?nCPPmq}wvi zYc8fkl6J&1Jf=w2qBkx~LB|h!SbF%{PI0wgM?MxFZz{{QIqjXbD)<`5dR=fwYRlf| z9h?N%0SEeO-GqwUcOBv=8{73kOlzsbjw}IzfZDIWXwp2R{NPWkEw4o=0b9DRo1qhp zx2&Q;%wupSWzHIKFg625)+*v2=_kG+E(FSzJ1_=3@@x*PrYS!&Lu<~U3MZXrrt@7#cs|6lLvdXtO!-gBSlL)7dDVLdSDj->Uhx%A0rpDtgnN zHgq-^tyx_@{Uk`+i16*G;UVVMmAni;r_ALQ7xS9@yvz9v5&4O8T(w2%bOu`B;N+q~ zyB;9wCVFDVXaUIg`I8ppp*MCi`sMO`Nz-CM<+R_GHc3sf=edH*eu_!rWr^`gS!j+h zEjbW4uw$?g6A(K#=si;3*}4+VI1|HGgIC7pz&SP2xqnY8IE#SAIC|os5e=OFuHT(e zyL2&}Dy;-g6H#{wQM~=&)Bt0{aquTu4%sD>GK4o$sWvFS)s~aj&aiMeUYBTbS`DbP z&WM$LUQ+IJovV+}DX)-e%z#DF!e)<3#JIdn7Z#F_sHL;WPX^7I!uA86o(Ken5%Wkj zdaBl0Qwgs;w3T5Uz4H$79k-Mw67Rj9kuaOBq;4UkGcQq7Na>Io&=tG1N>7@|u0op* z9Pe(R4N}kZzr@C3Ix8;uj5}?VUYSP~EMl`-gfH5cYnf#&=-xSXD4d0Yn zFXY6FY!ngie(VAHI0h8Q_03o*isLMUPgyaZ3HKkwtym2V4;Zh^wr@*n28c?;eNKQqPsW^Zp<-AN}1@$Do}f&H2l*L134Z&2#)acg0 zSQVwT+)0QR-OqE-&ASq*_+=6rHbqZchtGOcr{imRN+&KJocD>-rFgMIn^orRbp3Ls zC$Dw^^O(XSrPuF>VBE0FX?IP&wnb>U0%jRl$EUY-|6P4iB6Sk_s# zx@KdNvo18-@N@og#`fq!nF)EF=9o|}9_e9~@?H_@qg9ZbKEd2jhfHLB?Ro5^HEF}* zQLpl3Y`?4D=G;~W3C%4KAW9=g`^!dN4?qJr)yjKtb?md0jX}X)w_OmZx$21@%B{%T zRU}Gnb1Hf8NKQ2~1;0JyemL?znuMx4@oV9KHKLdvPDAC(W;_<4ure{c2HVMZKj+^c z{=OfK#iAWoA5D~YALJb9ja4+)oVv-R9?%=!oOJUgsoE%Hij8nZBY^u28%RVvfniFN zjcN|$%Q`Am)tv7ks=Is%!+C!_($9*oWsSMW|M53PclHiMd8TtG@iV>sqyFWDw?%L@ z_af&?|fJ|0dZ@+=EON;$OjJk!~_g5LWZ+C8lT31__w=Nl7o6724!^mv_C$&UD zbJ5X3=Tdt`<y;LfrMj@I_oaFA7q}oL z_G=}~F^nM(je9A30oTP!k=x$i9y*bzDiFdfPxar74r601u71<}Sb$|lLHmmkTWqgv z5W94S2@#|j{u1(z@#S^#*#xipz^B%_-D63LBdJdfp?>wFxB{KoR!vM``*5%e{bSXp zxxR-EP35qIGg9kL&&MGV_U7nn>g0Ie(ZoyGmEg^M?AQCJH{UD~gSPpDABf@QKN+c> z{NH=t(0ya3P~7eaZ{2%Sxjt1zkFDIy{ok2+;8E3nUlj{yY$aB7kqoD0utkCpG==Kb z1WX{e0B<@+((3btBU*OgGC+N(toc8JN9f7=P6}ygD&|b<4QZjvP36%Vue)2L7FzC- zil}iJ42&aNmxVa&nH2Bz^j+dS0}zMM+ZW8kf%!LyM}< zzBD0975Mn%v_a1&!QIla$(a(OMvvOAwy0M6pIvC3BO~d{yI3DbWJCQ2q8DHcg556f zp{00bPlr^RL;Uu?DXS$s6F~0!`SrJOXPs><92?>0gIF2@h{rf|B@sdQ)542!xk`Q6 zcCL4uSa+UQ>}p;dWg|pWC)9sZq^1p~xdYn(fKFc@5Z|VCAD3qTt?RCBAhlc9h}#o? zwNP#8yrC^im@7T<{7hSgPgwiJP^X#_(NbBuO9@3 zj=;0C#&0HNK4d}gPRp!uuO_Vv-(CP6Bow^=0uH%^^bMy6uh)$p()0_1iBIJw25+YK zip6&;)->)J9b)tLlg^_h!20PK!qsA}>Y(kJLx#%nO^3RMJt2-8y;@^kv2lU`+S!%z$TREzHneY{ zyNyD9ca+e6OQbZQ4(n5Y%`r#k{wN(rD;4001SsI5OvG(YC%yg$Dno-3JbEZ< z1mAu2ouBPaJ43nh1^4PGHYhZ=57%qGw91IDtiiEGMDI=dv;yX(;KuI-MP^??M-bwm zDK;6Sl{dLhCs%b1xCoqod^ju4A0ls{+N>coZFO$OCDFF02g2eZ$V|?Fu>@X4Rd6#d zVpWNQg|)2JJ=SCjzI%p64x}wA+augt^{BAxrczb>9U05U7D#9hjD07_?(&3PC{AJk z`RqHd%U!km`EUNFlg0bFZ^Dd%sN|BzY4^%0r{_0Ay~;JGrltnN>^gK|UQFaTXzvV} z(I-WMH2sCQytLMUlU#H-UC*Ma7?T=1#fd8NapNQefC6yG|KhFB0r=hWLw4D8^ z6*b!rL&R_(OFr0?CsPYERB(qw!_ZRu!URS9LsA>kP0@|#v4oyhBnhz>z@sM|@94wcY zZtUn6eF7-3rB=_;NPcTZist$@e-K7JlbVL0t7bax5J$#u^FzW^8@_M4y|Ml$lnjgz z9S<8HECSR%mn%hXeZmmoJD)m%5NzuTSwWOT5vFfps1_cbdb8}ESG8Y&@Ri8Nr!U*~ zSBbLhy4?_bQvNtBaXp{_35>F`y$rB0N`$v8d0hF#>ge7jF!_d*x}AP<(MU=78|Gmj z5iz>VB9+|TyD)>v{%}9vEIAwcE<(D|>)%MO#+9%hSns-#j&Y-f6L@k22_S8!+WYW+ zonzmj#N~}z5w%iu#qiGSv7r6`hLHTwJ>X_7#1&#xJ)_3M<7x7^k{z3vlSE3>5~9=xks(-wDGa&! z_o(kpv2>QLxc5roW9NIhmY*)4VbjKD;p3dP?%CL zV1e3yG@#rF;onFs+cXCUUqhx&mr*&P?-xcVo>@74E+QG^*Nlw?;Wc$>@|>%-^-{SvP`YEGAY?U`w0Ln@_%tH}$UK(3`$I z(OzJES<@~lqLU;|{Ce8XdUe@=RuuYDKTWw+mAs2pfQ|Kc^1-5XWdW2Ha8Bjk{9b2I z9dW8;u97WtvNoN6tLfUsUn5a)KJw-_grC;-TKxpBb+6NdAq;5vBQB`80J*}Wf#MBW zz9*%=oa#_VY;Ab#ChMdjc+bjnCWXFDAa(fsB8ovAR?9u|tcw zPp_I&VcJ@-)$pQltVX%djWD~BTiWp~$zRj^xw^`Gc!EY+$Obn^^%Ze}t=pXb!mOf1 zP>T+W!0opUlUV#Tqglk$yt9IPks=GRaWGZ_XE34-jil2xgBX8^c(3Y~!5!;2++xF6 z@WAg0gSif}#+mu~w#kETo&Ddlb06JH7d&4~{o@ptJTYFvOx{Q5qWqB?d%R|nlM++( zcbUf{?mu?CSG@RN#l|s=X1xp$U`jh7gmVl9vMzvPw4fY1<_kLpil0)_q|~R=@ipk~ zL+o;$oWywmLtfZyc^+QPpb>IQ&xzv<-Xfqjkw0E7%-`Jp8LD;J{Nm80C^oxd&`ZC; zL+b@>u@!V8DD?b!!1Kk<5Fjb-;i)uf>#)vJS$e&GV|)DR_T1hm=M5Cb!DgT55bSAseL8!=%aFv`LSgnH%4-##vuHBN;Iq*!3a$wj@hk zRgsE;j*~8LUjzT~sW=uP!#;Cj_kPw*SdF|;DT{QB(Hk#bZ_cNibK`x9M;H2xy_&sZ zDwp=Rp`wv!-`;4HgOK%Yi{flh&j=HbjZjWzKU2(CdSoWQS5*e9BdS2DaPeT(3l8O%Lavg^Ph-c;zRkJl zC{B(c04Mnkng^ZCtpu{kw__i&UMCT68`%NTP1~A%lMDt)wl&4i4J!d-K^%Sn+A1>S zn~vx)(b}Q~o&dq4zxzxH=@|&Ov^s&>wH^*Wf_pu5HoWz&nCi9eR;)7sopCA)L3{?m z{=hzScUal2bRXqvanMTIV5 zW;^eyJv+5xZnlT#CiuA%AEHTTs$agmJ8wJ8@wMFJsurE%BkhKm71anSn4NoP^hO)PPBi6kY| ztH+_p`M|~bZu3jSG^YzEEA|7|pBdJGm~1@&@uZ~ZX(Mc1os_K>1chcGSH>HpMRPt@ zd|rZ={#yPWKD{S5*q7lNYQq{4#_JEs2kFDYFi+diQw|Eubvr! z9)!;(?GC~Yn|mEfr-J-TR6ZU48+bT-!bOPHGCDpXuo%lcy*9D4o_YL>IObPh)r|7= zU!AB86hw+kEI$+%aQAnZ^;@B|BY;5)Y=P@hstNpijni_Xq#=gZ-$4av5|Ljq#oC`SxyhbkmW>67a zAF?XV!BZDUpRvGLZ*ivTy>rqS8acsE?u*bOCwO%TYx|C-WTvqyMnw*J5PwR5gjQXq zOQ)8|ngKV>k*shX1->Z1$koMne+DbvGkEl@OZ`j4+FZbXCcz+m>nQKMNr-$?N?P54 zFghuT_;KHyWy(h>Pt$*tYlE>DVSKT}4mD;Xkr(uq3Y9aBWt#wU`W~jk1;*+5>Jz9w zU{^mUucNHP{07`N|M8{BqFl>I&BG!D=yl6a8p7dK6Q144SgLRlOTpPK1S#&NII~XB zsomJZK5MiiC(o7B`!)r@p{-^=Ng?q{nzhaAYXN7kP-pp(%rv}uvW@%Im8D09j?TGN z`B#U2C-QMj_bbw;`1_Io>KPZU4RaqOvyOp57LVH9L`3eip6Zu0)ON0o*4YSgZs~FJ zrdEs*nenVkp6R@SCbN|b^s5hdL1F%=3#CiJE*=5iyj$w`L&$18Q!S;<#ISwNK*42y z2wsF)dVFyAvt35_xw^oI+;Si9_3}#$k5%N!VF^9+t@)(^`$@s1mL_A{7yrME@~mfU zsywVJ{?988>*WQUL@7bDE$9Q1&V5vs72i}Y1skg{n%na`L^8&Ea%`%g{?A>+UhB$e zfjlvc(~a^{Wg0j`7$4x#<&Ak&3g?i1;pA?XNngD7TEAy(L18ElK2EMb?E~T3GEii- z`N$w0Hv@po>y-cw{*}=@iBT-1+X3FQZp%=nxx7H!fiH7%SG6QQO1>3eidiFi?R|Ar z8vXR3y!z=2FS2&>8sK~9`0Qg>8trb`rNYyVP+n8vWWV)po-h@j+xeyM5VCS*)TI{0 z@E@a2PG4dANlsZu(6O71TfkSpqwZ77^DTnAM_;9f+3JjRVXv!7!+|w_J`Aty4`u;- zRZf&$W;$%R*Ha_?4H+%M(}rsbvq;9-j2Y8I&e0@Kcu z&NoUP&6cOz_|*}Wxq2O!%nM)s7CDZ*s~QU#NFU#FFz){<0i$;9&#=j9SV{KJ;SZX0 zpPriO>c`W#w1`v~bC;^*52-Md3m#7l0m_oBLU+>30JpX)^&n-nF*GM!X;~R`BS&-0YVb>buX&r&rd!I2*EAxV z^QGv|`GpF%Z3yP4#r zY3h^y7Zsto=!JF>Ex3YOAn7TyYbK{#-9n=H5B6mRR(~#bvXG-FHFeQ}O0{n{BAB;n zNXLSYN5MUF@e5)Uy%uMg$q*5W(R;1nm{n{DuEnK5RYh9`)_&&s8it$35-juJ zp}M2GJ?ZOE&kJ6^yZ+2rpK~f{2Z>(9JuepMb}<8(v}!m|3zjsjy7vl{@7&t~_A~&xEw0myW8$aI^FC{>w+S zH&o}AP}(9TF`Q$XgF8BZacTu68P~ToBf82M1a)WyBH+$mgyYAg+ZXhFl&mg6MnsPc93iOkolQamJ>0pG%L+I%{D-?*rzn%kwj} zDSNkNjR;q=_^9J~5=@I`elTz8tZ1%^Zj2$ejM~ z?lJzd=AE~?bv!P%k;-*%oV|L}(f!l5W7$jSpHyBCdRWfjrG49ZQ(`fca0}7J@+K2+LP?=*S1*SqL##oY@V`ryo zt1s0c2KczICqU|jHy8a5{8~jWfu64%wdB!zOmHxr`*C)%j zE9(X!eH7Y@xz-W5?b~4_L4}(SCSN`B6KwXP5;zwF7)DT*8EeMQi1CP%D4M}4TZptm z&21Dq(Xf|4GJEy2SW9bNw1Tzh!KfB?D`Sb;(mMdM3sC;4g1X7$>+H`R0(%=6u|hkm zcu;)qHiHS()sTptBXEgv+e#`Lt1eDlT#VLXZa40pS5n?&3UTlhl3q+=TblW1?W!`K zyXZ0zZ9G~LPb9!t0y_E`S%Q+#2+S2jh?jc!s(~Dfk0*=k)?jHcZ>y*c8hJQmaAW^@ zMu+%`A!`z~<(&Q^ah91)@=k9o6G7zY(ELzsK-rP%=|2yE8pW zLDX}{GXz{ZXfuU~fsxT|j?LTHIx(6ni;$O(8T#^RqpBKH*yBH&n+k7Ty!-ty(4G}5 zHsVOv&kGn!+om3KWdnf74L=XG<`2indOyaq=5V)lDyP1>u$+@*{4S$C5it!tnV0iTP0>eMmzEGiBZO$nTK}ATqm3!gRSp1r& z_euB-W#q>1@d%vA+NWkBTSFP-ZH;o7P`0>tO`)mBRyFd+Vw>KSRmovkA8`4Obhd|# z@OyKsQ5z1$y}zkfQLFX3u;EJ~b@$32oOpaMp|9(w%h~bocL9T9B_)i@GT-%bb|Yd` z+tfGx!j@SBwH(phL7v{tB!jV(#&0!hQ|E9~?oI*?!?l&6w%DiRD@FUx*T}-2Rquis zz%o-4r$-5HN<0e5fRd>ovYoRWHbm^-#gY_4mXSnJ2|=uqokC^Uz^ zNfLT#S;p}y^W9VA7;G9qSX>gBkKc|^J~(Ot)P7-UZ5&&q@Uk4tB|9E9+ozEcrGM1E zeOjtr4l7;qwmRYGmrW!_DIoWKfuXpM56Xs5DD3!LkzijF+i2NO6`DeX;e?cLXsM=m zES%taOXFkM9ay2Tcyh{3h2pQ;_RD!PNoddQzwb{E&l%N|$;g}T`VGonu+BNMW+23K zOL?ASZhI)A47w1_{9Q%GqxQZN(7<9;tkB1*I8r%hbr4qQp|w zvNFHYsqHY_cYX;rJm}uu^TC3FLMv7NTj#wRN=d+8;NNsX7xH&Uul?ms$98AGpvFC` zD<3y&-jc7;pMitdE1fkAW^V9HfFDil%r+~Q&RDt(7m4E)wq)M+rsF7E+hP-WWMB{f zsy@=DHv_?NltRkOr|$_Q3m&(eEoXgXB;`4UegEJ?q$O z9_}$!-tS2ne#Z6{8Vj-f3YsmJgI;He6Opn6ci|92q$)`>dL>*ma@EX`FRZy{vBBT| zX9w70{K<_c(V;NnO!NbNLrr)jsJYnY!t4cqFf&tMpmg3i#oB&rVCi}Jhx>xF2wQip zwQWO9(q0|aY=x#mg|hgva9-?xQV4c@7@smmTAn51AgRKcai1!IjaStX5J%9J{b_X2 zx!&$r?;%szYuF{q5(6FXYg=CZo_ozc;#JNcU{BH6Si`hiSDre(G|7G7{GO~JK*HSa z17dumeVv|M{oJ%T&z6MafT~w-l+r!1u}*luCFdPT2)jgO*Axg9kfeGJ_p{60-XxsN!H~sEfxCFV_xUt@RWH?vpn-J4N*c%fJ ziQ9bZsThwjXK|)b>}x=J5Xwld0Y3bJv0|#R z1;hUFV!VLbn(?jj!)%i`)%1K$e(?+%J;sofi3k58=iOHkR!(v z&1C)c2VQ##bg6@?uj$>IjO|dc zN90c1U%^4}u*rJ&$2+g%T&eH-)BEO``+!6P{h7VExN0HqqX=DcR_{o3(-^@uHVrqY zSEq{be06QR~QzWiZClY2B&=bJ3C?))d>+ z$o6WJDN>;$g0I8~vow`5;v1aUc1-V=vGp-PfX0sSL^&;o`_E>yq!6T>Ceif3`aR+E z5JobA>2g};sW+>wp(fab!}lxiUT5p4mine=fmXky;{n-4=M~jf$E##cdN4D=Cn*mc z7mOgWC1wjC_Fl==kST)` zxF0csy_|L1*b>y?qc-=8X)9A$XNWld1Lw8f`Q!a_c#nnOYs4WvmXXMRB#PfMcQZu) znrAH%#Vh*YIPt?2Io#S(FpKV4soNzlxz;cjwpt)pnnF;a;aAEA zU%})N`(OX4CZ*KGku|Pa{l2@sw2=95`mgt-W?*AVmxBru7Q7g3s?Cbygwr&)u5FVi zOZm1BNQQl`7GO`;fs{*$2T#YI+;~w4FnR{l*wkg(| zv>BErv?)N?7loMEqx$;cJCDAVu?4T}HYhwRY9>-Qa~EyJm5ar3@Ka_zDel;%aS5ED zH<&U0LL?Hsv@r;<0Q>R^w5~|?bE;p7FU-j|LG1j%g#2c~Txt5+2Yi%kH*=?om;TJG z;Kjh3Pqb_{>x3VpLFl{rAm&az#`O_rq8n4zjrov6O~mMH-8?l99ldr>+SEYJzEvMJ z`?!=`dg=Z(ows3dz5B-`0D5Z4njqRr zV9-u(gibyVhmm#+hKpck1Ik!5CJ=F2(eQ?7;l`g0e7Uef@Y5~K8jtI0BT$IfQq$`5POn&Tlr@<}qlMB&PzIWbpgEeNix%B1 z7RLi3vSF!Wec$&ijRm?XVtX{hf%$OE(k>fMz+RAFDNKGog&wHFs;Y%=-Hv8F9)ziJ zhnTmypI27f8O84(-tV1E^+8>|{vq(c&ky;Z@LOLDGx>f@s)pzY^6D8*y|m3<9eUmS zL+)vBuJQHX>{GdtOI~r-xpcE@RgT~9n{;(0;5QrV6xIKZ^Y7KYIP^@ML|rp~uxa*Z z^cqENEzj)kHX|uj^t<4--}a$$kGCp*wnv1vDCGw8jP>1YC^K@e27epY{^yj0L<8VPoG1E?pt4);S;Q&rX0_1_!7W~ z!@j&12Yrndl5@$D-fkD+Ttd+5B~MN%XA!+8{_clVE<2@CAa^>#w zTWGY8qm}Ea{8%!8s!5anRGpZ(k(YgR5$E8j6apnZ&LfIgkM+QK1J+Y-Y(b2-Z>_Sh;8}wtIcV{TBvok29#+vsCk$2C%sPjCZH@|nvy<6$L?fijhw?^yc=FRzkPhN>h|PfS>hfDp_VTI3Mkg9<>9%KNTart7WVumvXQOH>mW>_&%U? zC^BzvG7bue|fG=SGy0+xMY32DAZB}M6)e)FH`4j>OTG@|!Xbx(1 zV%f?qM~9+|5;#JE;aCL!w~u};EHQHxmo$UD&(jz=l>;s$vwtZJFFhRVk0fO=(Vu9g0( zv!4gy%mo4oJe^;v`94=m42!K$R*T=1?-Q8`-AKCSWpb@ciSlKx{T6ufY-imHSWPA? zFBMl43m*x26<0K*g{vk3Vd0D$6%SJ5V99noKb8(4MePemB`j5u+DHAmM&=yqU-u@< zNvN4p7_RLAa&Ic1b!RW~Iuig78LKWXBJH;B1CRc8!;VRrfEGvd1Dp1Ue`6TAjDC0Z z5n+Fwl&-Je20f?)9U`tIP>OraOVt+kdV?A12)7X@#)SfRwtx1RaNZo0moqKuNa0zn zXf$v>_tLipbR>PaCA38gQ!bU5{ky^47FP%vQ!6rRR{Q1XKFQOJU$!0e59upNs#I4y>PDj=n9ytwUvN--JL$ScSnS+pf z%%_pr?z-LKMf7z1!M-I@^VEebhTTryGFXdVi)T`7yuSj7$bbxj2XaO+V~>qd-$o}I z9EASk@-~3MmK#gnCoTuiWGR+#Y#CUnsHmD&NcuZj4- zWfV;54Xh&w?@ESJZKxU_&*)gWm`Q{F5Zvkh81goJ8JE{K1gE(DRJU5*|MRBVdbTqV zx5X5J{n4ZQkhIvcOR05S0jTy&voDfc0ip}&I6qZ#$*^P1pCrG)tAJushT!rj1V5e> zz20-+_&n3Zu+;OwD?lmiQN(wjG#{mTm$Aya>VULSq$xsq_qTW%6Wf8|geFD@qvk-ro>Ihl}Gpw7hW?N-jK7XPN#c*%5if z42aMpDw_DTO7BaK1nBMh~8=V+3J8Y)_^ zR$^w^dW3m=U0LAX_F`gC!o3S=#QW*!xcm2s+wACZ4Hp*K*LIbs%nBc`O&1*=g+j&# z4Kvigy2ajqGF9&(^IA81vTW=#DM_31{mK?QaK4he_D#aQpLWaAhUcD!V6MX z>2QrQg|6I@0Twa{z6RFrbzCeixO(HLX7Yrs#x*9GTF;2T$$HPgQYQqrh&1_jsxSuw zL2RQQ1cOZHBZ^Pcn>3zSnJp>Z(%{IsvvHMU+43e#tg|JcKq)f?HJ?AfF5>yu6k2k= zE>UG57cnrxjr~82o#!K)?;G}GYwglT&7!4?Xw}|r(Ql2a)~FSwr4^f)iCNXwst#(z zEH!G?7LuT(YS)OpHwj84B6#lKi|6gr=P$^cE7yIU$9Wu|k&z>ibeau=Dc3ejQBDlhn% zzKh~Ij$o2mFG=uYA$)n?fgy0$MFQ@W;vBmqYs1<~l$GUeAel^w2cU zxR6n6%48$`M0Yz1_2)3`fO68doe&04_uIWwWq_6e$wDVIHhcxuiIWId@<1I7w0HT_Y`bo|8wf%Nu zus=O_0+=eQ6i_d*_3!`}G_BiEoPpqCiaeU)c`O#r)J*VNU7o}+BYaf}^Dm(sjLLiXG5HFtj(_9JP zgG%#0@X^nxT%vqu#R?pL7p)#w|;UM;~9p;%yts$$u-n9IOd;Bg#9xjHL4beAEUmVmvzH>6O4}_S1MOs?%I1uC0 z{0=3zi7eFp?cN?&&iM?ecF^l%UD0pLI8UiP*|VoT5+Pgt>I2+wERS;@V05NxPrT?+ zI^5x}wr*OS3XN@OO3NCq92()~LrEY){%$kWxCr0hn$)5{4oe_1U{FYk&o)W-5*ZlZ?Ar#{9(LNdT^#o4jSjBQ~|Cf$gKtU z8>*SPRYj~!ns;A7l^^TENoAC}AHpt1ms;#0@~U^^IRw#;41dQ>9O`xn;SThttov<_ zbT#;~HLsvZCA+b4cNGI}ajynf&Su8I`Y5ZMK!gSRaIs6jxNl9WLY` zk9eJz>7B|@&O>vYREU7aA@(Vl^5tWSyRc6tb+aqth1weYP;wE^4UMD-Zny3iY|a zG3p##8Y8Z|$95|%h=?JRJRV4&7SffWVT}>3V^0-v7@&GFcVT>M;Y+ zY!f899fOzwEqJ*iLGlCnX4GTio?g{fRB8023m1%( zb7spjFncAgzUVcDG%s^)rj144VQHafIKD9 zWdA7UVgeLu;6Tm?OTF@W^@R%_avPC>raV+fo;nV$0N3g2Y&mEv(AA`dM=VU>{(4)> zw#l^3&C;E!8R`s{Cg{fGedgxBEsI*G+4t)AW?+f!R%ZeCdONQX=)zX6%KW>wEDlM4soEt=IcS!$J&jslZE1FO3oZzr?}#`3%szKoEcI+S z^p&2#THHV{D1x2ZdN3=3>V68sbY_~!mDu5nY=2pLW?*f*OpNu6T*`$vjHZ5Y+*M1L zgDU%5;Z+}rRK5*#25e<4k5!>w`ZL<#`tAMyB0Gj)hB$Bw1eoILQV8v59=`Juo1A`t zYWBEPIuh1y0xdi;YM&p@%M%m2* zL8Pf^VB|l4d~-9u-er^A9%?&9iS;7Dk0clMl)X^9DU(0SVCQlm9Wufz5EbXAGi>4$ zHWN)DAK!gj*v=EU<4#r?@k#A<5+icfy)52f+c(hJm0r4CG(J6UHc<<|%sjAAwvn<> zDC=ds^4kPBKuXyulUO0TBV7R_2cqhM5OsFg{w+XI7_LJ4hU1!-NbtGxvj;{q&Gl}R zn9ZMZb(H;RN7=R4Cz++gZ_vI^7e8BuEd_+J?9DX|br^@AUt%5P~Qsh+MX+O`2 zy-8o~qr9*)4=y!QH7rjd!Sup9h+nn^M-X|GBwNhym<&if z&Wzw_zfClLqajCdO|IzDP~vEEryNSUU3l?~VJ6L=5g6=*L@=n0t!>#Q-{Cp_ZzW5& zCDt2*YdFrj)yE$-bJ<}!#!Ap3NE7Iws_^532Gy0Hz+Nf6L6Oh#aq@XFo{F;m!-XWMq*-m4g_XA6@cONEF zBui=rQzWx0w+JeqRTIYJLzEu&d108#_^4(xkf<3nFn_tYo>UpY(3u)%Zka#<&Zj@^ zgRc!0g_;W1=qjM{1QQ)m&CP>M$mrkrZA?!lKj>2pf?7B$*d`Mpa@GV+6 zCW)!BpxFg1^-=jnYqP22E~{(XU5C1}Heb>$LzF2+n(1sq4KQUC1!B)IQcLwt^FCa5 znDKq2FmlPkPZm;J^L2OyyLE|f5VRsbtxjCL_T0yDjQ6v_-}$5=dM!mOGJ{iu2mQ9^ zSs0?C+@P7hw{R7DRm~GB#w{Rmu6pOcm)!KU-Anc1z4i-xdYA8-Kv!k-XVV#DJOhBe z%@pjGy>C_3@W3M%j^X>N!?W9$>btyq*{|P7_#)CIw^!qo8DB-ngrz_-Hug$ykV#Nv z)oCYov%L5`f-kvorx#=ZFqB*!U|Fs&AK0LpkAD$A|5VRQuf2r2N~Q$l8IFR-g6sOh zIGfTh*H~q6V;q`I57jf%S|F`HubY@7u5_Gt%&e>e=N2zie(@*gegym7ssM)sdGi7{ zO&%Yn7A--IJ#m7AeCbtd@1m(Lq7-0F^bV;{(ekI85g<$s{>OjSn2e2~a(FeVd(X3f zH#ev)kHH7ldu^@szX5OMw4hU&!{NT0(FP@U>5Wm_@W`-RQ}Kh~wem5Z$hETCk=6ua zy7y+)h3LVA|LXC6fIs-1NcC3g_)Ef+_TDf4AMwmCYP*qAEHw z@Jk4RZ#(kNL_ETOp;2?SE2*C*)~d-E<5TAJ;?XUk#L|g?ZDA};Jal_`tSc;`EPTu=YHQC2YOd6 zxC#dzeY>_Yt#ZEOm+Qpb2K>P18$>NQrk1C$w#}Hjox7=p-aC~A0o?G!n_f>m%ejw4?H*2UX?F{f{({Fv6EBrvvrJpSOy$3f{%5> z1j>jVSB0UGH`E$lgkMz&HHLcJNNjG<3-3@I9+d}!9CX?=89BnRf}AcYVpu8V!aLvdvc|@2!loKqp-NQv9i2mk+*sT7W%p6s)h2S-&>(R`^!IfmdXsK z{|TAPKF>0eBB$sp{li`1^u?^>KP#9U3C3ngy~H-oHAE)UZ3dL zxBH;2(5?*|kEMe3Y!Ay>1-9-? zyq@DSZR;GZb=2=~Lu6W`q8;}uMu4Xn+}{AB#dw>96_k8gmN*-)XMQs^o1l`}kPe<| zrdt=VK^Z0(;*gCTs$r^spWwAOFwnXU!d*?+Xsn54oebffNe6s#3zmTud26&i#9BC- zUUI_wQ%tR~PNf1SFJ#z$VK9^IQ9DTRr;Xd;`n7GRE1e$IW9vA=x_K`%;hd>mc32NA z1XaZnMpi|OVwW>|;EQkqq~me9&p74h)0&e5r>o4`wGIKbT%lwb|1M_*SfY7@8oj`J zd+t8W@&PYyr_m4K!Z#l;Upt}IX|bfZ7}$RQ>$>FhPbs>B@wS*)QxdNhJvHU{AP1av zu(kdGSu-0TQStVqKC7!+_pY^XSVs=A{lwNUYR8 z9d&AsFC_-krLDi1aHl_(Tj!n6Yi%I>wH3X|lzPG2!M!o!1$@k>D zH}%XYOU%{AfKC9b(HtzQ7II_#JWi$=A5I|sU0QOKD=|S3hu1fW-lHP3-y-rXQXr9o zz0>~hd=f56kOadaMfLYrh2!-zT8>F(FdIW=o!Y*s5as>=4`<9R1x4XV(h^7o-cV=R z1{=D38#n@A&+pCCn18Cs^iOe2{5VW~3dvV4ml_J&#{9;_^p5&~fZCb%(}TNZQrQ4m zN%YW&cQh6uJ<3t>3CLpaJ3{3mA90zU`s(Q7aXthI-&D|-A^_trv)qMSdg1qXf4pnY z>&=Yue_Sg%d9G!3?SBs@$~NuK+rYKioGHFvA>4wqFvlW3MqyLq@`3!#4e1e4EGxA& zz>fj&8{5Ti3)NT=Z`J!&?T)V4zux+C5#G1ZAc>R4!Io*qfqZ>|eN?p28_&v`a!9Rx z-zJ&Td)#S*C1)LT)N93|-v9S6EhYl}KWdMiVSS~#pa#$@0d&dpoOoOmGbV@!)%1fY zPCU$h`b*0zzfv0mDlCaJl~3#ho9#5ck0te@|2z|QYX}p7{vxLLIh#8pPWv-gzv3pL zT9R8r$xq(E#j?_hn*Sb;=~H0MEp=i&aFvLIcyAZ@1MA}$5MK_!4dB4Gtvou_msJg-FIxPt9)!2mJ2`< zW5;u#NkhNTNFo9Mu{q3-e=>;>}w~u|`V$c;P_Ho>>(5tOapjHgb($m_7 z`&i^!+${A&%!w_O{zz@-TNuUA5~_XdNpL#( z@!%h-4t4v=g?H)N>eAymocVT%YOq5`oO3XG=)Uf1 zX+YU}T=&g+XhWvg^lpK=V)*c9yoOZa7a{Z=Q)Zd*&&MkA|B(+KG=FVWpBPrg9%9lW zeP6!nI4*(q5@S!o6U!XmNDbo$*#@hQ)a#1Ai3Q!8N=2D(#oJq&r}$f?*g&X%FMgSN zb{53N9%2*&>E#1LOKegSGGi0}O?})@HRgmu5_ou+P@J#sfa)dw7c*SgQ{?N7uSjVO znF7q(`;x!>P?+)d)25{TXv5D{<;}v(@tu6ae=3G>P>^qNm|^+4*ea`v&|HYCM^r?! zvCfPjXyiDv%r?XlCX&$>+Zd7_fm!XysMmbb*|Ss$Q;AzK>b2*>uUYr+#3evqEn9r` zy^6XR19=%G^n_5CN!hn2h4>(ZE|5xpZ!Zl<>iqTcmlIFV>beTTm`K=s7kJlxVgG9~ z2M8H4@Rz{x#L=#>V6y7Gi?`m3?;8{<&eGBn{`(Fp0;t7i7_ftt9mdRfNZVIyKQ zs&^1jYpxDY>nA{&!uXodz0j_mSp3r!2wB!LcgOF>)L4>rPi4xX(GANlp+_?(EtCgP z^a0Ih;`iY{znRy+0nULXfkx=`gM6CyL6tTwOFf2FtkSNQ{EhHw0<7&82C_>S%ebn$ zOoIcX&ajyDViFm|6O9;228&K9Ny}g3Y3j0TU{C=QyQaygFzkFH^ zUV!j*?uA=TaZyoOsnHvZfo`giJ;%Xn>O(H}!TM)gys5PIu84U_%?}(}mklGJ4w~$~ z?9>l!;5^hd<}kj?ph}-JQ^etWlIQHpC0PBsQw5tJieYbxJlA=PBmCqG*(@J>rK10HpJ{%Que<99Gi#U7pU7<5I<=QQ-@pPAJ68pIyt|fs zms1jFGdum1=EKsWHQ5Iz4%Fgh?9yMyvPZcSAO`}XfN!eW-!bCB@c*7}RIxZ8^4_IeW^F18WzV$;j4e;!71z!eKm0gs^!9P?erpPr_a3~O zH5|wP>RUtKPM7y2w`vt!L|g8Tw0~|*o{(|SjB<%;OuLqXwpP%=XXtTH3Wq}UT+L+p zrr|%n&sqpTphW7BfCG3Ctv$8ZpV`N-=ejynihWgpE3di1Fk_ow`)+h$f-qHNA951s zyW9I!-2`#y0kC*fCEx4f-R1JGac*cOYGNK}?^gi1#bn?4KjwX>iy>Z$v&uZZZMM>F zru~Z4zZ`!2VSn@R0xHw4p3r8YU*^SzT0GZSvA_7&rBFp(b+;duU#R%FN%CubyV_{Y zyTzH9ETgaA3Ucc-c5_4#16|4o33t_jAcj9xsK2Wmuvp!T?hRW(_pY*my(Ypr3~L6# zpsRYS0X%*Ws}!;r0G96od>*LD2NZdre8U|^Yb?u7peX%>nLB&+&g1; z)r9*Ey?YC=U=#)vxHEpi+PdALH*t~DYq?e`ys%C`O!=FaS0}0PF?DydpY@D>u54jdmopI;bmT$Z3X2z66Q3EYEPVbxB~|WEar;9P zp9rzQtJN+IKbdgqOb+<|`RsT3v^h@Ih*b8AZ!#V+#p~z!hBoYjNu|XUS`HdYVPb!e z{g4JBpvleV(W+aIX13~9_j8%0&sd39DQ&jng}QfrS2>mhpZOgBI0CDRw5jkXZN9tT z@s)v7Sf}|;QuaGbJ##y!cg`g%zr<$Ac0rurHHmUb7 z>T72HHZphresva$#((uzeY676I~BDH)|GDv9b<`;gZiA9)j=AJ?aH9U{roap$^l!wHB@0N9-D2 zwSGiY3FV>=o4CFHoAEQ;1lrWD%Ao5r(8yXS3kkc*gfJ-E{qWR1@#Htgl&4nHHEjFGy&Xp($CM^`4=DA1e2_k2_~-WJh?KML@vc)p+Sj{3 zZ=^1O%a>Ijt^n4{LXF9ZEXZ5?r%2ua1K_#fux5lH*8e$*dmu&$T%=W02G*F|5T90yl! z&!dhIjdA;WHTPVUf`SOgN~fCTDo0ZPShOq`Kb))PhV9d*i~&V}AokFsBJ8rJl8XHr z7d0CVRu2xMbB0v55&S6YDsKHOc_nvd<>DE)k2LnkjG$_LRs-MJ`BDw~^f!Jm#CG@g zt*R`yiDfJK6zJ&AL>UV6%P#%!++^iSw+h1UVISvt)T+zEyGyK_>yGe%rJLD6 zZj%O||FBcjdCKdL>-*Cc>gZ6y`0so0S1&chpuT>zalEwdkX!J=YxA=`@$k>=)l=Sm zx15=Z;4+nfymvvcrTjHeSduPphh;8(R1N*q_;@uHWl0ht&xfLFJ0SnuD~k@LW}uV9$BCAH^x{^Nsd7v5F9S*Ue5be^N? zRSbmfo>Lt;Em}A5;x3ZhAk(k=@@Rg6f8?1o(FfPdMVse2xWg+IFV}GU{RWd4^llS=eTwxIg`>fY*p} zvQ)P?5899e_AF~~{-wA&IXtAb{PE4FsKDK+NgYcbff=7I*}F?;E|c%@kQm?ilre!~ z`h=~Px9_x#pr(EYC5Cb>x4w4UZYjQZak#erKRrplH@?fMX*_$P=Y@JW$w`O8s7wL4 zVYa0wQ=2`Bq$j(r)nViN$@j7D1Gl*v_9gY%t${QxO@x{+X{g=ygeWniGvjqGMr}B%rcEk)0JU z2aliF24~`T@Hmz@?|DNIsC=T)Oi`||&hA(5oE->hC&Pf?QSnfym>M%x5ez2{=iIw~ zChqQ?79S=D;b$AGE=}zE zKdY;@ltJm3vl}S|DIV7IcUHVrvmqvG-G&}dVIQrlg3s5(e8qr5p6Y@(u0(1yUPTMx z=2*l9DhPC89G%=s2S4Ik(6{s}GL%1K5n>-?Z(gTZiJpAj91P7hff50Xb5Fvi(MV*h zy|g1&e89Jv0EFW#N}Jl(7w<<#JYHAoJp8BRs{`x`rtycm6~(TdgIF>#D#wcXjb2h` z+9?y0{GX3%&xQ4iMfckHsj+~3h-39;(QOhNrFXJ|^*cK3wji&{SxS83^LgL#h64)5HqMB<%S}rmsa6GNm__Ew*O)0c<~|9A5ehCW39nSNN zI^DU$EX`-@X4Pma3$4~cBKFNlw^z6#Zy&_&2Cf?huvRTd<+* z>`3v4bAUEms#302{P;Mn#8i=4HUoAlmeGfMRx~rvksLN@zm_<7B`9;ByE6TH8+UKW z^FI!F3xJLBsw=!hrZJE^LSIjZh8wlG-jl{~+^BRGYz8oPv7#6j01p?aXPgbYy zw{!TI4|{uFsy?%z)XPTW-sj3UkobMx`6tst^zl>HkwUI^HDQ1q*}O=K){gT@Xq%i1 z5vzWV@VkvfY~P(9&o9FfNymWmgK@HHbG$vMBShd~DUXUW2-q8a3mLP!M4Ajh@lk)( zv@{)sKlA;P!7+|@%$%CSj84D;=#n6PL6__bpjUKrIKjxr$;SvH8l$v1Oi^rV>vMPp zH%5MTWk^{W@3}T~H5_;Ag(TYfHSv>^*7K!1(8C+Jj*EUAY(I*+t!|y$XS?IT0%UKtOki$Jy{Xd0snM5G%D$R@ZK=^u{+FnpwJ}&v0Uha=?6ii9e`+)y?YQ-1lot8 zFQ1})T$gn`CX8kHk(v;7bJP6C>3>N^l9vI==s08Poq0&@NnQ_xbYdrD-*SCPGvk!e zG(+Y*&*DOx6o~!9-q{*Z?Y^6J9?ihOcS}^$JZa>D3N-U}h0O)~7Asysi7z-S7eA*Z z*@|LXnh=?0nQ4AUDsQAuTlEx6TG^LT)!R@%3O9NGWx_}7hxI@sV3+FDFYHzn(3|QNZWdK5cU46Q5d(vN>&xuB|Ft=+}I0pfPa2Sxh>g}F;4GA zY?(O*H9p6Y+PAHtf6f;W*_syj6j7MKSdid!)Zxr8q87O`F*KPWo6G1PUbQWNVb6>s zrLNc&^wM8Mo>}$sqTnxsIj)s>!Y=_;D+&0{HWh zca9mlAMX=M?JGC@H5f_LPc~U8Jx`v!cyUo#L*9C4|ABT|Qz+S)S7spGE(10(73+Hk zM*z*z@$DiQ{TMoj+@w5}`{oN?H}0*bH!fihv!j z29cmkE4Up)@AhS_MnyPSUaX|W%hWv>Xw&1An-#np;KU<8I78>KeJAu^kIk&!X5(w$ zz8AN|_G2O?noJqE6?hS1hEG?@rzo&VjF(4y?EQY#*vf<2sF8XkKzNz;jEJheXZypu z-)F}2zO4OpfrXo0=I-O*tG^kL4^M*@i!>8Gc1MPOUi0c^HBzr5?~u#LQ@txfj8Rd+k`_?$Lfkcj z-%Za3*E*w4cCg3Iq>td^AKfL%!~ZZ6;Z|%T(2O}+D``{Y9-I27Eo-5U1l=pnTy=?y)h5v9>McDQEjo@U@#s$!fFO(`f(i@sp$;e-t|0i${>S839oZ zguBSXsb;_e#a?vhd&`!NWu4mbGWuLSmu3MP?75Ls7ocmv5ndHuS|>{o$%ce_y1Q!( zU5|_V|hmd%}CL6zUZ4;3uxPZ{ZIaRK(`JB0&56+LyZy zsw{8HBxXLEB6x=AzsA2j?QPOo#1+OI$Y9iZvMZ|=x)XGyrW!(aLL?z@ZXC-iV>DQd zy87<-vy5#Tnl4eMp_!=cCM_oK_<{u3V<4c8GxSEgQEH~p9@LH3IjqOas$pD1it=AF zFf3(IKQ~u4c`b%|vk>6D>EeaO z*0e?KK%&gfYg&HLwJUiO$~Ux5?cnpOgPCvJSX7tn*E+*j7ggc;8zYZ@Ww2?vZ0(Ci zmCaT%gnQK2k3{gk9BedS9{`FP4oV1B_;NorkD@CcbGNT>V6(&*63J3WQ6M&HGF$ba zfERzGa)5UAf2CH9_fQQ!n#iEQUnHlDw`=DTn!RobtZ`PP;2_iZQFBI&>e7zIVyi41 zXTEi2JK9}LRIpktG3!_0k!f-e+ia|yMMA)9Z9ghtDBwTHU_n`06t!(oN(8do)*R&!qplHBY?KyAl&$k9|`K;iKkW6Vkb?=IHdl3ar(P#F-GXE_1R}RNh!gil>z)7B0_Wdffphry9aH z&A$l*^HoN?P27KN_#Mn2p6Wicx8yX;6?L!;R|`Y6jUhZ5OP5LZ{6`sEU*MBXew?tB z0^#jOpeF*oxIAP6Wx7ke_l%#+xg`MryhFMEXQ)vGIyAuvP*VSM;QGYJ%aYfVWW+6q zUE|p&%0?#JjvVu@Rg~S0@wX<~>F9`-232cdif4-BzaCj{+=77j^76`xFyq-g+|^{WsJfOzkYq^nx=h zTV#3ljPzF$$iE6me?(MWyfnmV``GxJ#pJq}` znRf*_>k1977^YNXQ1B>8|Opr@*&|^DRqS6 zb`Qe~2?N2vvu!=_-(b$^8Yj2va%}>9*^L_~=J2QJe^1WLqBiiEZ&#L|;DylYi1I8A zRD;*HinCcr;mJAN%j&C)-o2pK+2p4=06h|yll)*N6)>vpQI^NSbp>f@8R5ULlT$Y-P$3#p|HEQM%8*bn5Oo82Pni19&W zl`>m@mw^{}B`Kqcc21_}t{+-LPBnD*WPA5?kUTx6yLo)huuqtGGt&kk(^KVslz+Im zd}-$kS6W-Q>21`!QMt|I{8FHDDQmL1;PS{@Kj#4XRvXJ9g?7^45TMEo?Eti(1i8(l zrgr)SDQ?;$Wlva}xv7`fDne!L&pzq_bhw3DbJwx)OBLcvXzXrIxv!)5wQ#4E1>F6Z zNZsvdi;Ge>etpjD%7yD>8#{H+wM&mmaK8snVOc@2RgN1!nIlepJ+r5%GrYI#N(K6t zxVH7!S5TTuE`)+uef4vq{ZM%{ADHNs&_C@p6txm<^VI$IHjcVk?`%XbZ z`FWY!P)#7hD@_^$WT^=Fq5=peq@WtwkSD0?bH(txw1+0G2NH#Dc>O<2wYn%ZnxIf* z)c8mI9s@Q0(_g!)AWymU|HA%$(>^A{ViLl_l(teR|1^Pm5yC&+v-!a|&DE!I+&7|C zxlxCDkPJfZ+!+jqB2Go%UYvv{tnL-^UR>4M*$$4@E%s~*`x&K)**BvOUkZoPbDDU9 z5tUGaJy)xgm8zO7G?et;@Q~@Z(4fV;WuAVI@z)<5v}!PX^GMr0zDVy+ocMgg5GugU zGEB%so?*x*cMZDuTqzt~vUCO!q6aPIL9a~Mt$FDHyIu#nDfgQ4TDash7<1?$3#zY5 z;SS5VwhlD;)?8wOiV`_@U8XdUN+HWfdG@bt1!6=%m#xJuV=d&&LhHAtr`#&k*;a)) z4@%7q)jJ%AA6ASu%sbV1RYhaGDkBw@G(4u(Nj0%DO7wL*eM;TBxqM*qCPk9 z&2QbCN=v)?&L0C!*{M8L@(ta$8>_69AtENmbzWHs9Ws_`479$59;o`$B=e;DVN6g& zf-WS&k;|(AD4xG@q|CFP9_W%8z(nEN3lM+6Nfx9vR+jtI=S9?i%0vF9MrcPl(0SBD z?fNYPj(#kpw3J6+_K_1@8-XiPO($GDe|8OND z>7Av)e=&~zgbJAN?`%9b-?zi}tny;z?*gMD94^&|8TRrik1yWZYu|BfQc$xs#zGhz z0uv-Z4iHNK!}8?`RD+rvkXapHitRf;%5mYWDDLAdO%LpDZhXDYdn;JJ{;w*od+F1{ z5KF*r0*tV`%$Qg}8-FXRt`vRkDK^goDry{$OPjIdV8JDr(kfUcBYXNYHb(4mBHb zQEiwVdN?mB(eS-$Bs2~#cB8U47|zN`nrh(6MOhZ-xj>2y`zbJ|oYqRP28JKlIVkv{ z!Pzk9cX=wD&W$VLGo`sn738^w*pYkVYgd<__HfZZaBw=D)+?QtWrT)bUHs4?G;>d0 zw5)vJm~C#QYQi{<(?vZoi{W+_$Cm_ae_C+o7_j;oR7Dh_Qx0KcT*acfwBw~aSr^Mt zD&jh|G4H2&OsnB*jO*L&WE1bL_0F7SOR1uuUX0>9Vbj%z=H`_{Kb~`3Yn^+~)x12v z$1>{yhfn|3adXdy%$CY$r-egW?U@PV!-nIl#P%GC&G@^m0kGm_g`T~!oSdY|If|As ze5#%({%RWLCDZ1&gNRrBkzybW-^5SMstao;%YBlY(+A99L?R9uoz!ps1*<6s|sLeoZ`f54XS7Sr^v)EFl4 z^rsW>Z%F3rrP2Acm6Mej6`|77Cvn%(dx!5sm(yyl@LMe!xX@dIMReS5CRJ#UgC5p~ z)P6Uwi_!lcprtz3B3^B5m)ET88;%j!K;)$}ylAmfJ6Bf>(LSngoSyo4w7nO7Wh(hm zsC*U!UDEVCW{S-#JZuO;r#=Oa4!6czC6T)}~7qUHe;; z-iEipsM!&UMP6*+zT(sB_^FB&S0FH=xy4N%9>5B1&r|p|FHs=3m3|!kIJ7j_`Y}jo z>b=p=yfmA@6g(F=%bEbOl4>a8CB^i3=* zsFgl@+WQvOsGl(1Hg#9Rc0)it>(GnE3+>bAWign80j{<2TD2eaUi?}tm~~c!V1XY* zi;t}XOnN*6_8>b=q?0|=JENYfe+CBp?a*L+LWL#3X4GQ!{~JIY z0VxEq0NRIdd5D2z!?01z^P_8|obEAV?6oW5`TT%T3Vb+QyZBaRr|R6BZ$CTOZNoQF z7aE={1GoZ5mNX`d_1V1xwhBhi z)E{JYJ{#=RX^4Qd;(WIdpGaz9V;te1)DR1x;0XpQ>ums-W@6~B(c}=+3YUB5>)28xNzl*FSL-A`R`2=-(qd- zn#U4(GOIoO{6n&1Yd$zY$a4Jb&jQL4eEcVyh1eG+FUVJ;k;Y#YJk`T80Vu7zolZ&~ zO0jzh><%*8lDa0p9#hmWea5;ZN5cEYYS&i((>}S(#P_^2eLCQowlW7yiLTrffY11; z>GW0M4m4p3sJ7cXzknO^ut#vWWUSHhxhLsB=kI1dS-_v(D2in^BWFcmX{sVVgOR~C z&V#4DPCTkZ!aB(rVO&f_4>@UR%r6ApYX5BYupp<6n$*OuJ`Yon&&Vwz*M9ls5*MIU z*;lZT0t|9{dTbS<gY?T@@6{IDpU8haMTFVW)&wp$x4VB?7VnamS=S1W zWYt==(CXTy6mi{41VQ0-*I`38u}2GUUy-K|V#V0!GTN^LhWJV>V5A#Zi^Z`;K5-$q_Qg0!4n{kd&i_O%??7lv{s1Q%6yeXpI8G?CIG z&#EkS-Cr_`3$(maKbSJzejz0`tmq`g7DwwN(wCg#ARM}ZZXrnW?#1xwrx|&j4RII6 z{aqKkjKEq2QIYWglU5g0+l@TW%rD05VZaS#3MM1hX?k_nA{-KYoGlC9`YH7q9f>ps zpL*YVgXly1bHf7%fIp@2tC zK_k106a07w7s^1^$+Wl@>y~&b(Pa_&4`beTyBT0tc2Sv0Do7(gKyF!vor}{G3KUd` zz^e~VU*SK6#k$}`qXA~+f6gzNV;1rRH#Af-LQh7oKv_czGsX9oyz?e%C>_SMxe0Ij zPIH2u`?_9u#T4>r{pjP0^J9eccI-@xCWcqSE?d|!2AnmXXPquQ9OKfvLX(y`z*Ejs z_KG~cqMogL4Vh?1Vn89l-sGN5q72w0yl~d5VpDr>p}(rguWVzoVe)7H8v=<4XMny5 zt_8M%UP}E{FTN`HAAE@VgtqHz=HQ<3wRD&|D;B5eVKZI4ZnM5h_R)oE*DqOIhdmfp zeB4&&kbDaQr~(6Xm5;ZG$M?S+o(>-rBW>x8#wPWS5@NS44W29z-W!^GXZYIHoMvTG zAcax>a;zpBovkXU-9HyF2qUCVnXu9*vUZ0ADv6 zQXKl}Jas-+Xh6x8Q2u&|6WOoebAr2R`N zHxmg7A+K+wS1!2!Hyc2)fE|5Augw=Wad5f0sM=H8xE;n5Z#F!>aAr67K8ReUx`M-o ztUWkc?>RaCjTS#ScAJK5{R8100m)=k$gO~6UZl9i<{e@V$DzultAUdT9SwJ&9ZbEE z33YQ35{y{q9VUU0^&IkVaZc;7-Tj!%TODUMo@>pfIHElFb+C@DHCmWhR1q}jDfTvn zXcME|$^GDBVOM~3;0;l#p23Yp+BqYEwsMrsNC{U-O3|RD+F(k|>q5^D$xn!D?PQr1 z5uG!ydIX3@xD;`zVfM$-zAb6RXhsB|^qze~8gXm=Z@6$1BZEw%HBk)8n6c^iydQQ< z>Yv+S#MHJ?HqT1eFkO@mju9XYAt;Xx*OVl7?Yj??_bo1V@^3eNqO>CdyOtj`% z#zC1?1t+P6hO!OK|HIgMhqL|0?>;uQt7?zZ>QF+}-c{9BYgCO|QL1Y1Eir0TDcz_| z?M-bGJ4LP9djttVVkROupYQKn=Q{tLp6l|r%O4-l^Stl(eZTG(9-^IY-G+k!*qY!E z=?V_f$t{`3R|Z>(suJ4pr`1fXAIycwd#K)iu5voi%-gC-n!tGiJ7!(=0iBeN>}T0au3-oRbnR7o1-arK+4s6fX%)jpu z`8GAHXBTNfIVP4c<3sMS6BPBon7ZrLBBKzp97t8Ndl{)>fsZ>OA0=f}E6J5b!64fz z^67uI`4N?1vu~X6cP~4wRYvdDJ6dCNO5N2 zAL$*z3KKP2Ej^Wo9x)Sd|g>(NfgL)Ym_b7;tBOVgaUGWboPI!%=e8XlrAz7g_N)g*j7WZ;taP?uJ|QphgB8{4`N0rPFNuXOyyO2 z&{Zr-9ilbzQD7UpFuTr+(KP#*0q?5 z1fOUHhtYZ6wl6a89hEAZ>+{9*!VX|&52Aajb<~tHS{J6bX~JlGUQzj4Ne|NQJyWmn zJiEMcn1^wquBOE}aY^|eRkJAI0@9K*Abg}1=k>tP{r8nn(0v}dRj-1IZNj)lI)P1% z#cFsmjbXT|c!*(L)x}5qaa{Od10L#Ezv)1~wdbOk4rjsJ3;zk5q-~{+NWbwWx|syH z-$o9xI|pkw-pmg@)qCoLSK65(CqQ7#F9Eioz{#J=r1Z8+1g1n8Jon36IvU=;yg0XF z#M_Tgrbd;&fkEu}a%TYm$L{!hb+%{CO~62ln2}cTHRA(Pgt&HKw|Scwbdz4Fa#V@Efv6v+UQUy+-RHh)L_gz!V=-J`_S#Mv&8tP(i6Hl z%XIkqmuv&68Yq_Zr=west?g!+ofE%n$ah$8;ai0+gN!D=#ieKX!(a*&!OuVTxb$pCw9IL4?d*;dJmKtr zFaDk!x)M2#v-bz{gNaH(fxbc>f(PR}*0bGD=MjU_ue7XC>#|6}@}w-V_(n){rj*8{ z+H+kfLXZmbyPdr$`tly!cCO{p>XQV(zwD&&2hSDmo;^Al_L3YQyEv|jxYXUBDU%MT z-4mg|FZ>6T{1SXRoi(X~v`JbnkA*!*b^=wRh_YGZbm$@~FwR(fLeel>YF~qooLf&P6;B`Gv?$H)T{bC z5+Ko|lE{i3(R_u?N2XlTKGQN;em$GC2Zc*4|vzgdc zU`K=fi|S~eZVopxPHabPr-m0TzSN^oyFz?qM^{J{thmmTK^4#b!hp5BwarQ~I@+Be z=4RFKE{i`Ny5*Fo2B8YD@*EuQwqV1mw006Y=!6P@3O^9G41c#)w($Ek3F;6>(>s;^ z8N>2|aaSkGEDU)PsBfAfVo;CA z=PV04UdE4}x^P9lchI+boT27dWozT{+kq6|YT!x**>dxxu$q&bA9uE#Nx*W|^IQS1 ztB6m8WmWWVl%%)Ry`B71Mo~>_@l@A@5YCc97b(JifwMYcJ7BTi|Izvv^_4}P#%wG4&oMOFjBGr)>qcwIP_!oA(lwQQlTqu8mqT-ZgO z6%*I@9BDU=JW{0=KuB*AWy@bRCr$}G`jEw&CFw`LLyW5WkpPJ=h(3`k?Fn!SfYv1} zZuXeh5^A}O8_J^zTC*?9)7P8yc_D94JNxpyzl56^H_SO?e_A+WbU*uY?m$;+YMaq7 zQC_P5|Fj+igmE^Aw{22PpvqaH$Ad9v%@W}4b1tIxsK-KwDdUrB?X6ZkgHImw!VV4n zvd`fPq10?Dr>+c=mtfUUs%PEs8J&^GENN+VCAn4W=Ut`u>?9>2|FqE5i3-ESZJ1fQ zn*UAj%^)rg?V3LnWZUP54}~5)#8Nc(wD@&DtMx}-_RVX)9$b84a!vEg%~=DfTA7_= zL9YX^pE5m)RHY+&5KDjRtPl0%-t@b_yD$MeGrdL%*>lT`A4lhx0qg~lKTIV2?Q2@#3@SnueW>qG-Mp|WnLrf5N(FV$OR>Q$8Ne+>jTKgj)L z5QOS6UV6nufghmrYiOEQfU-|m!iQ5L2Nyu?)*y3QSZ?QJm#I-?l{5V9@Z#*u%tOzi z%(aMN4;L2|!hU8*@@C^W-JmspO{|lg=h)Vi?0(e8q;<-=*mZ7-x_+8??@pYwhbb^; zwaDDco^P(ZN*^)rO$6P8pbaG7eV(YC+%l4jtg*`k>SdSt+pUr8Pq^ILPMF57u{}O* zojHz6M+8*SDTUNxlhWaOe`GXYGKVtI&z3{{$AAR&BJ#~_Y+KbAwd-DEB10Q7(+Ehn17sv#u z$q?=7$|&0Mg}4N2R?~o!9f07LyUny(Yj4`_N5d6NK_T9BN9qxdES$joa{pPbZc1*U z?;l{nz`dMCJy|iT{bwF7_G2c#{u0vtsdsA-*#cq&Q#c=5C3Zu*`i#ZM8teT~wN16a zWgVfAb3_QkMCv&!tP$~W;`%?H0Ic!AKvqHbT30YEeB!n_{B+Hbt|mtfa2`>CrWg zkDH~rX#mhh2@uORH}QEV^t7_%?gmK6pu*!1x|d{e5t3-em_%b6UKi|Nn&Rx*3^Yr7 z)@8tfSzlBoS7oamtSxovphhrH3xe4hI5;|>s-;Pl0YM57rtZpz+|I-;ud7<*5+|op zDvh+z51NYWd0%~hz6?FZwCV%35>`}VU-v~LwX)C$1TVUZd95cOGt!&Knq9OY9Q*Me zrbtbc<%VmF!|x5}p%k^ct#zxk(IM#r*{Z+mAr7{mfF35pp{;}3+{|7mAS6*#Zj-g; zEBp{MY*S&@k$#}C4>d_SS%9oheDU62PI@S+9;kh#|I%+tWz(XsXVcJ)IqKG(9kUzS zdj3Jex4gjtO3g_DKRyw4R}9gS#)om6`*LE7r^?V4nRM-6Mh$gJv_p8@pys2f%ihj{zanC)r_HsPZwSi;4^P zN8x&2nuE;=htO#Zg7{#lC@$2f553y@FO}=q7*M%dQ)f2|VEZ_PadV|_$#GxGl~)wM z($=YBcNt{w&_7Bn=eLT~oHda!>`%J=OkFwP?)<3wL&N4HLi4io6{?K(ZDl2e!UrU} zf>K6`$vAzSQ5;uovA??F%R{Dwh7ZX*;2|TJ5=NQHbNo@nborTKz$N_2c+zsSaGiN8 zl>93~aFINHn>L9N-Ta%~Cc8NisFz*SB@`jKlyt;Z8>c$fU--WH-sEgw!-L)YWGA}e zQ+z@5dSkF_61c-^r&1Q5lm^cqO>$$u2yEb+AMC0&%&B-wdLIF11NCHgE=gzOL&i;h zGl&?*!orG%W${~|5dQeRuQ#vi&MGit2R8*@rz1scHOvFR^#brA@y^^t{Us|G{@wo6CDra6@P!g2mAs$;&UIu~4_%3B6Qg(WXUC#PdgJ!jqTxg}%2v{M zVO96Mjp@@It;LqnWGqFF0qRWqcigM5X-ODr0F3!QSPb|8sjz3(CxI$-tBTNR2A7-+ zS8f+&Xl)6wxZ`@?CZQCxYs;d%GrdN(C-zq?SCKGAtR)i76D47duPN69o9to<)H?u? z>;7Yhi0rWX^17J|)MS}6K6jlL&Xd)#!4K*y=63-$_Skmnda^?^3P4>`6dflldNRW% zapt)lwT8iV>ldJ&d?mIcTi!#s!$^>avYoxo9i=axA#=M}h0g#C<4Ohai_o}BNN|J= zG1V1`dtX-KZDBpfI_dQM36^*bpE_{uH2Y1~9J*jZcXBZlO*khqn7LQaVZR^#%gFk+ zpe(hlRjEgf~8Bv5wRiPx3FMO2nC%miw+HSi?=0quGtPU9Ol( zQaW;=P@trk1OGKvkJ%nsr<3o8n;nPcbJMe}Pvi?Qif?DR7I8t0jpx5)hVGeZwb9PQ zvRtE(?=Fa-c{z<=MB~|#GbARIQgo>PD`)Rt>L@y*H zjBR|hs?Mt083bQ?t$ef)s0d|$EEmz~e^{Ky2`c%$Y;o&Ao6UdUT;KN9t3Qy93hG$t zi62+$C)?aM8`d2CqOBz2j*M zVv(JggKHkFd^$FnPo@%bQ$93PLI)_E)8PI9^23sEQYP@_NPFTu{INgTiKr_H8QqAh z8XS&Ez}Za!mM4aHUi^0!egJOt-_@h0$}rh2S!mq z;Y`E!9O~M9Yl13nrU1OCHQn+TJ41l=uy)_yHa<5asSIb}%Q(HOEQDd)x2=_ve|@BW zO7CKF?ZZI$DARwm+NmWu8dR4Bza0fJJrTwAh1)M=!?X6yzLL^1Cze=CC}EoGFOF2F z9Jyp~JqSN+$7PU~!Dq-j6(%PCyoIy=L#4O>G?u^XqK2PcJncFwz9~5qq4^aA8_AQU z9zi-{?*7ycouC_jv#5n-kAC3}J&2XPt7LNN{ko!y0|k_w#U>Gabo_U+QH>++!PsKx z_BC1QluDQvzHnQ|$KC4Y5|>^2iTlx|-#sNCv^zJ)!KzO`uBOYNjhm$I1^oa^G>vwC zp;r67+z&!3gj8WUk~CcJ@|C_{{8l{$=d&t;131UJ8m_kLSWmy^;Q5ik{LaaPSzZV5 zVb|u)iX$oD`bp0rG;+Xq*p3%Lr{lR>0aAE9 z-!g&<#3FImUS?77f|Y!0QM~Acl^@H}+6vAZi3Z6_DrXd1c|*&78<^J-t!~?gcH!{B zM{X0tliTrPPi3>-2CovwPwVDR;xr}?PVX#rPcqM4!|UQ+e$+)XG;<~4MxA*Neq=yY z^i$j*Diz5m)TZntUXTk?++pm;K>v6+SUrDfYMkp0287M=90G1%s>o$IFqyw{@wt(A zE0~|9eMe?M{TLHDku|$OJC954Nr0FRffXGYitiX`7Xn&bc5!qo!~Cu?MLo)n)SH>b5=`E7TYL}syz?%(@aNHzDU7#eG-F*LJ39J-cpai?# zmL5N7pN3AktWuYGJ^(nSN#-W}YHzt(@DhZ3vx8o2lc+-r&H!0mo+O_;vZNyfF;qxs zXGiT>&v;+)Kcb&Y6wiTMcRur16Lj%p9U?3FqCpu~l23)W1~}<<)4AhB2tiy~|*VnDq}##D_~8Kn6c^k8FS?hp>+ zdL`*Gd)aMKfFIG>dWuJ#tbXN*Fw=kU8?6Sxp30!hc3tut`sMY%0LHRQ=u&}TTA~Q3 z1G0Ns^^vo*SZbv zu)sCa9&FBkKU(KWhtmvC2CBo`K%W5b(Pg_I?Vn=_yHf>>8ikBzR92B~W8o!MK)LG* zV7ulmC_SBG4wGF1a_GooEa0t_eA>nxoXt+HWBan!mGGbzRVDE&Jw!0(){9dJs?edn zf(rWKBq`ycW!oS>{c#zoi5GldO+WY#cj1SySs+g{dKsu9Ioag4r!M_ZkdfrMa;qtn zA)iv%x*BdZUZ?3_B@@t$BdRv^S3|BqMI=X47zuOO%(Szb z&QP-H;*HT;_Okza4TjzFFcqGlD(<%8Ia(RO!fR3AxXz&?-q3!wd9xAsLpmTeProGj18`9WIr}BG3~jU@r#fKDz}by{P_q1Ez)PDA4usAI6PrEjq z8l=rs|9NUVf2S%b6uKZq*p6xXav33-F4&)6_VVLXZILT$Zv}FTYO~vg4ous$1-S>9 zOat0(GT*7ZGRt-Ke!(vp*Qj2asFQ^67X29nP2TH`P-#kY9rfAW!2r#76s=<;PQp^^ ziCN$6G8;!HH^}1vkmT>Q!0r>gsdBI)tvO(19fbHyuIx*=e%NeuS1IECF=7~W9aD0C z^TzNbf9fy~3r0T4@lEM|H%eL|ef~HzG~#OzACG}UZQSLoTOdcD;hd7o0>9?A`w1i3 zz@WqQl;Nl&N}1kJdYvcymKwqjd5g1j;t{eOntKW3{JPa{H=@cRW1bJV1Kc2h&4lgH zEca7zK^`Q)ygfd11ZuAYR1rD+8i*KNmsfSgi+N3b`jdZYnDn5{49OquH2Z@59> z*7XYivnBlutZL}7PK{D*Z|c7eS??kMtkbMeX3V%*zjZRWc;YC0v0R)ad#zgqt#8cI z2EagAHEFGhzLCPL6;|cnZ(G~6p6outM(;F9&=Cc8u%>{^paSb-zXFvCES`iPMF4y6 z34Jvc+iNl}H0~H}wFF*#!nL0kF0@T|rMjsym)q39iqjMlc*Nl2v8LAI)lJ21cXZ;x zKJ&yHakFX=7%N4VbnXq*eg|`>of7_dW%jkn`D7@4)6*BbaydEtx;77Al6&|l*UJJr z+pvv^o%pp33y$sh`rchnEG7~5Y2U>BTb!xHvv7~Ljp$m!*G7Mm$Zf!vrC}AAYWJ>la-%_>jPhe_Dl{IeGjiX^n6KEv_wl6xBcUkD4FsqcRPgRC^v3rb- zVA??=am9?ZCvUqsJ={QbooJulrnx!ZgU`u;naVxeQyG-`Ti)`BO7!z!o z7r6vFXsN&CCJAv!0d6NxGVhHiZq^BYb?p_5l(~Q&0o!gs|GE%O>9n8VySc2I%IV|a zj0WTCq8_oVOACHU&`JjX0m*ybx|~S*&u>GGZ5h4i=D^%EANB)4-eoflC!xN`615AJ z+RM#%2FG`MF$db1I7xFdAC(kS=7w3b+4wKYu8ivkQQoiJP)%#G^NDWEsW8Y`VlZ?- z!I%F~0I0VL_Pr~c$eCMweEG_eOB=3ln{WI(`pB^zAe9)dC@G~81h_4=*@9-5??Za* zLp)Y{_|7K@{vB=ZUp;H9Z~bEt8W48rhVt*Au)0$>R@rJobH!O@;0vUkKRM@f7PvgB zfH5>)h%(0cmLWHE%TSh$uIc=fs}psQZz!pqJ@Ev&c?=G#p8 z6f;)koivu>Jct|cra{mraiBN?S@g+zrSZ`1JO|Jny0Ia>G?Pd1fZD+-xko|UGB*@U zxH-eKgSuFlkRKttyRmP8Zn!=V_ZsJIncmjq0(a^OY?RK!nZguTrenPa{f~LkH|9I) z*4pv|R>3ePgDYqVJdlUNcE`0C-u2CcsGao#t=S3lY^jgeC+}Eb7~7CdUdv72 zdhNvvJGuDbL{r0F)t)J+v*q~FL5D!vd3PLFVakdlT0vkG#&i@~Qo`6Ayr|z1LQTIu z1MS>W^P7WXR>l)$x3p0ut=M@TK*!&HZh7JK7iX*Lsj8H`wR@XIoQb*X{Gd1X?=h0u zjxl`RDjFVghB{Xmug%AP=WpU^@X4vjtCg+}c;x&CcWB=V1M{0NvB+H+rKLn$MDFih z{8QC_T7~hNuv*L?HSILmR{<^{oJ$&Fizwki0!FHB@-@8k*;4D2ZmRDg=?>evnZ4g^ zzOlFSTN0@rV(`-A9!g<8Yi_H{4WrBV`oK%OQk>iCsg?1y1Naxd)~Sw>$vJPACE0{< zyRQQE;0HHEf7|~L85)(O47(0&?x{2G`ztiRS(b6GdyC=dSzx+ zQ;AKpo@18|x4Kk}>fNgf9r#5PCONlVl)t{*nzB%_(xyx|)$Fu_1kRYZc*6**gSZ9N__{MPqcKu`YdY!d7Sc#8JD zFD=FyX5;T%&zuwK?>1jJXxW;fjN4?&U?tM*J=8$vym0^u(5yb*2m~V14UMp#fUU+Y z$NCEE^eqI8BkjGlO*$j>d=F5;Nsm3HxmG~L`bUMwXzz(i~1-&fuuBX+k~wK z8@6yqbMeQI054SZw~RNpDFxui(u)AGkZt$JcFV+euLdh%iQbZW(8;IizMWvNQD!{u zFT%DqH!<-p}R!1-R$;- z6N|Msy53q1b?`o9)o}Tj#1D~yxLaG70R-%z>CSQYe)P_vb__UO2QQ1-Sz~vcuj!@$slVayULXYaKa z-kgS5@F9Oj=fqq_T6@pQg!K3ci$3vfhAD3Hv;%v=_aP6KfESR>Elr5eklx2xE&$&2 zu`Dn3yV*z+x8g4}74$7E^r#U{2r{=wz4ZhEP5?iZ9-}39NF*>L-+$zykZSzQLsZ&% zrTTi?Ab)bHb?_T)_s~5yU-#{kbzKvyU<++Q;`qqm&uiV`o%WQ9`am>pBObe#HZG>q z<9@!Cc|KCUipS^el^Ra`E1<&q`9BF@&_%Wdk2qZ~GPpgX0eY!~>5shPe#uCz`;hv9 z5bNCLOEg=>ob`8#OTn*ZgM3$3j1Ms5i*tWR2~`R1tM#@Hj^OhNeSgg(}wTcxRRWa zdPNp!aM7B@@N)mn`nu+NreQ869~osomtR2mWCt(7Oriw!S;GS)==Ml$&_`KGq+o`O zj-xET2^O@ka1pBp?sGz2FiQygu#Xku8w`b8sI`HS3vX&c;M%{Pn_}j72QfcZC0}fp zP9O&Wy`$*GrE-|9%lB3IFxW0t(aQU5 zO!Ymdaao+WQCD-##VX*S%rO0A78!6gH7H%d<&=qe5oDa^?Ru7nrdVHJy1!af5*Ivt z7+etd7T>n^+lh8;PO~&Oqc(K{VDJ$8fwae=axaKG4UQrDzJ-8#C;D8)zpC?k__jBT zbXv`J&9;N!9(tJC(r=_%_g1F#ZuUe9L~=eLz<$B#)dj!fITOKXUk7w}S`(v7vc7Do zZ#JpR9P+POo91PZcEoS7MJZlERwM+-0rVYmcc{bdhmT_RtzVq`n-O{$)k#Yy=WDuB zdZVXOqaW9N|8ct$({30{2=S?3|MACP1}K?1Jq}%j`<`NVH~~{Djv88JQ7sha-n10s z5E2S%oBE<$A7;_-e!BWr)XDbFa%n!>tt1d^H)dm@T=E;`^{+3OE@9rd8v!S8Sd&lg ztPqUyTL3SLz3xf(2625%Jzk z=&f}md`3}suG80$B5^TSgzaUs$8xJb(f0XvHfzFD>sGH$)+;N*tvhG{(FXK?Ggy`@iaePxou3GxtAlBhiwDz3_jI%FPie|Y0= zm4~NpAsilEzL(5G`Z38yy7xm#r_+eKdUTg@97zHiP1cdCOR_)}?M57EyaBo_w>aP5 z3Kv^XNiX58dxmy5Z*vuW9;MzRWmIJ^G|j_dW{3NP2$KKc5^b_%6!+$67<($iwy6B9?&y+f3m2uPg(mw zt&nJK;pA!n7+yv-A!IXG-;lkviY-EnX!~OeW!_9ra`kKyNHzi74sB@Hmi|9p0Qf3d zR<)}qB|ee;S+hv7C(CQ|%VpM1+ptqzpUW~!T(#aJ8CBPnob8QFI{4_LUYkR1Ryf?* zSk+lPucDKlPdfc{vwSkJM!BP|LVE`pn z#AT}UyhdhX%N`KE6k1;O-UAsBh&OXVdB=Xdx8P6XPgE24)kKNf!~NxE1*2R;vU&(GPzs_3*~*GK*&;{1 zaoGI1_RfL2g+9{g5zPI9B=52tq=AOZ<5qe^Tp0J68}wCf&{ku*P41*orhn<*_)(7y z$7)hjZWDmq>F!b#=cA`-85m#|j1QLdlV(O*$`G|bey}UZfNT=Av-*aU?7lL#O(6}heQEe421Tf8SJ3LqT42)t5HhXJqj z%&u~gkP*7F1eJ6})`$HIR$kLvdbB!l@o1|U>2Ijomfq$r#=t>ux}ky5dU4*`=)3+m z6?dL`j^p9BdwHYhN$2;;f56I?C`__S)$gjcDSdUugkL{ju7E>k>uki!DmCVTOE*eL zKb+5T>B!aV+wMxK3T5_I?R(bzZaw?FLpE*=@>{*(yJXFg2yZzm!=g0;{FKrFsBL-Q-NFDQq$ ze-W!&vwlp6xP*No0A~tm?B}vgXTKewGX2I`m3oQP2Xi^F#y&ZO;PxmU9&j%Kg`qPW z*v(z-!!5Zc+vS>z#lP z*QTJB7W8gL;WlliRsw{vaBRKVoJH@4m9FZF^ z5r@V4=YSzzf0I*ah%+{5oSRe7fwR~2)!K2@}eM-MeM+?xnELh`0}OO)U3lc0@g zt}7KhxU21u5S2%>YV#|sr16YN>*pVIFOST|Yo*wxFK5Ye@#I}hxt}M$6!SBz`kJnd z>Ha76<5`@Qy4M~nZldwo#J}8~giK0%It#+0*g_3^VB7e|!E_l5Dvg;Id%GpDOydFB&U!=&S7ePe%j#OVhkvHJT+-0-%wtlX=#ZWfsY4aAOr z=o;3^$K^I*v=cceQ5w~mDgu)RGIuIDJ+v_!tvgp%>RQQUqvFOY>sIL2Pu`U3(}P%% zMd{Nt(WPrkaZ6l)@LKUcvDaMmT z57u0>Jh8X*=BOMIa9}>qGL(${D*tIPT>Q=};R=+cFMpbXo+qh^zq}?AE~hX_8t=-f zufxrZU5e9g4^Pm0jvliUOtwpC2P1{~h|U10ek#uza5;4W&&a7-WteYh#q5T2mL!EW z6|4%&B`Dgpik@xMVMY9Yuf5rXJDrszK=6bo^kfl^qJ}4DWPUP*n|C zdF=Ipn~ylvbfqlZ6Dfuzrh~5~aO$WS?|b3nKG?TS%p+%8+07h|OqBCJ_K6gk+q&3rq_TnpB>@ zm=Ng=K4V=hlA6a;hwPp&dHd|Lvt0E1ZdpeuG8GrAa*D7YZT+ElH71l4dWQWFo8490 zSfQmNq^^g?9wPrh%3mYIfUn3PUqJwaJcnOT;2&cmWg2W<;y0ynNEh8 zvA6|u!+S1}nE?&kJ2|f?dbB#2lw#<0 z>|RdZOcCwfrb$E09rw2`^F#*wwbYE_;v6qH&hN%~4vcMMBjB{;&ql^t);=K7Ip82< z4rV8>*in{ySii;1S39@P5avWl3Nq$zuFDh~(TB_rLP7*qIEO!9@ErQad?o3vJkAm9F} z15zk3hp3q_kaO&KPqK_szS7OXyCrRZVAUT4cmhb}(>;I5mcw@S6s*#!_rG>XHa88d zn+|PUgB5kK)1<$n=YAVU1B*AC{sQ-N10|R0!_LINr}FN9S-Xx_DgkWJ#9^_WX9;P! znQr`}=h{NM^i~L5>SExg+wkOgnHaKXL)6XRjoa2AaY*W?mR=y@?V=3-8YzKwL5Nc} zZ2auQMHGquUcD(K=)t&2_qcw7V1I|Q3*Ibb<#j@!pKbbxJ<_v8F%0xjo$Y7OWw~eZ zUX4lEg28;T=$N+Ue*Eacadi!s09>hWdTlQcW5+C5)M@I!xFWH`czuCvUtLuz#s*qS zmDiE1FFFZK69pOu+_U&DHK(@|$$yXP*fDY+_^xM-yaMLIuv-&RGNxrda&ND}muz4A z-`0eL74pyZ#qp8v`AaE=v@==l+-yLR@X5#h>Zgtu!s0XMT4tjD3|jyBInkD$*3yzV zqqIPU=`S2ag%f8Dld;LMjy=p5F(n1HStV01J=UV&G#~HQSJpa)pvwmgGg+(Oc_Idt zX%yL#Q5lL)!vGS0;L|x7|09vgZpLT$iG%>jb)u~2AONai4rU-JB|ushe`RSxPnCyC zgr9@(IRc1~N#BvMQ))y%9M*QPA&na8o>g9MK7Kha_yIm{>6w;m!n4UNv?1L3~z^rx!tr zz{Ur34=Hy9 z-q?P|TU8Arf#p;?MM-qfNr4L&>?l@sc6@V9cl^^nSE+>^D$ujoKcm{Q4III+xjP=} z7BuwCDr%_WLW*d5L64FQ zktPW|XMK8L*7WyrVCRT%j%9{e%*-Y-h_t?R;Ogr71b7YdMl(_WYU`5Y0Cu8ZTD{hk zj^bC)6humeC_zigSt%G@T2t*oSe(?)nOO_mO}wh-*4Ao@Q4&?`^9w)ibt+;rA1pby zfp-W$_f#X{CKG+DOX_3r3(J*}Y>Z3!8jx02s2mU<;g7FO0ett36BGGkdz{;bGswf( zQ7CUu;Qd19oR5k}(;K_BCooyiI*>5_AeHue@Ny$O?1TW?E{{R#PA@qsRm9nitGajZjy(bD5tq1fGX@&w zmy&Y6PVdHz^j^wjs{Fe0g(7VQ3K-g9kN_5b#G{6QR~tk3RbCgwf*JkLwd- zSp>dn@=RM&ZpO`ZMRa>8cVC00dJt)d^%Qwdx>Z_TDU=hxC{l9qAB=?)O@JM?pBdFu za5n3HTHTcAX(dfesV6;a1GByTbOytWjaLoQpd$Yo9(E;26qncak$UNLN|#5fLgF_0 z+reiZAKJLWOIzRIn?p8i5BK8e#(?Zvb*5!Q8lm$b-VI{;!kS!^M;jE>&i7MoY#y6)`^8#S;(oo%#?jlCL=koMQwF-xnHKjgtwH5wh_FRxx*= z7MUi@?8WT~#fs6SCOh9>K%qJ9!4FBuDr_D-=x_(sx!`g8{$Pif7UZ4hQ&kd1u6pJN z#)j}3AWF(CWxxZLc@>w0Vae&OJ>BtDV>1%{%@L@``||kroZGi9UHA%Rd0)n6A`EK8^Yw*ByPqGvm^L<~l`ib&6-eY%H4&TN&oIDBR5(-Cg zg%F4Lo8K5R3M@v&dCKzDdu5>N>51Lemhlh$(rTDOo&tjgCej=c>^ie&GNp|b6Kuo; z_O2P!abzFDtAE)oV|2mlJe{$gIaSgke0CW;kG)x?n_<*OsOUuJr>BfC-7q+J;N0YV`lK)REWpTB zwlSn)ZmT!Mhy05xR4QX{-W!AfTxG{f9*GFf<@tWFTHa-_i!ne6o8nDLPIFpM--8;- zO=Yx5zZA>v=EBt+->`--aO4fwx+>@^3 z209^OVg;IQpT=5KJo0IGD_aZcEnhxQd4Bs(nDStXO*4`fezY6Hng$1fIMgbJSWlQ= z*_x8}n}ZH9G{7fE5I-14KPf4yQkxxt3s>3N$Dqiys>ksr>}Q|%xdyeV18V34ublA& zd&)3*d5?XZTbZ`ZHe zGiaNWwpgdN7BvNzCCiDi=LJia(rY(r+uaQTR{nD;6N)Smyexa4*h)&;FAmVN<;%eI zz+_ij;Z6t;mJLHMjze69c=a-C75zEyK@?`Z_0{02H7`-O)XS+v>)3OQz}2zY6T?YC z?_BZyZi@^)r!%c^T53_yx`NY|NY8Q0XvDc%1=PpFt@BK0JJh*hRvv+pS4>I4lc=;W zd`0`+>#BvQhivMzoG(>CGG}>LjsEqL%eo;YsupY@w<^QyFra%*tal5b8f5*o=5=zk zfXT_wB-n~EhPH&hCdgq-OASNMCT0(EWhH?SF_FrLuvT)=32?DZYU}P6xx-1)7w#jb3Uuznf ziQ;7k+k>&Q^>iYB1ui_<;Gg;yi90h&CPt>5GUk6SlSF1sf=x;ZC}Lj{HVPPy@@E+gNruqI?M!-PL0!7e7i_gmDkO?*-GxqRbtV8T3^k$G;3 zuRv<(Tab_vl+mhY*~VjQ!$I&v56Vz2V?fVUG9lbm*dKgfq#2by4@EHfv!7K1!5w9- z5GC~oHVlN3vdx5$2i#AjzJ!T2nAN6oW$wn@(}hQ(^@&(n(r_Q{VmIKysgtLA!NcCVTRf?u71+Q)C< zTRF@EY%x;)m^c)jj_cm+;@Nuy9NzO5EkTPY6(F2+G%yjPEU5p|hh29}+jORjte zyc9DVadt?6k3{k}_t?xlJ)AV=BnLl^TS(j$xuW!Hm?2}pY}&{E@>x3m`@RaXbMg3e zt@qQXxHZdye;;{Z;8iyWRSU6zDBBtEOti{0UTY@~!_ZX_#Ttlau|PiCp`u{kacvE&)rZ`odPuc>dwcb{Nxbff15;MCBk1z@U&k)J^(S?V=+`1C%+ zTQ&vc(aMU;AJ9xf-1^szW9#a^tN2g5WPu~f`?-`xskB6`Gbgc{bi&H1zI0V3mu51w zKJo=V2o8=bE-L!5AfQe_$>6?BDmRbfTD`9(={Znsl}7Jg$(qn}qJ&@FX$^K z-`kFidulysJ`y;>^Buni@!cTgy><@^gt~nU8)tCQ?QoxV?{6^BMsO}XF|7gdDtDqU z)f9(cFA5hAHzhh-&6Q@H_1P6)u-lI9N3SW)0zqEIw(yPs)^@PqkW>n%ukUyW?wn_|WRYY)U$!s(Nj?2pN$yuxc-(t8 zfMS=(snNre2gSA%9E)eg?x zr1nK?%bHcXLO+mgdb^c<>+Zr8XBS)B$G3Ma+rVc;X!Cyb(FpoXfA{XyJlkj_sPWQG@oBd)Uj4cx(E;%zZX)RgebEv+ z$}(5&hfBh5E_6Vgjcr!`ZWy(XNM~TZ?m<@dOH9F!02A76gEqt0oH(X7|7t|&jmX*9 z(7EOQszLwvK0UkO7k`U4H{ZQn9H*%-s&H>3H6xDgFB~u@C%lY&w^}JiCq~jg-0`c= z2A2vQ^^Rx^(?L4`xaq^>k@k{nKX##dU1fYz&65!NBnpL@gLvbx0B2%TRd#Hu)EHAS zWu< z)$Hv8ixBm>l}7rQC<7jxo%^l(*w<~oia9p*7rHxY**sa`FBk0EJ^HxbVFZXZn+Fm; zBqbz=Yvwq-GH_-0x_|V`gy95Y+vmgFD&KUQcv+rZZ$Wt=cT62E$lV#t_%f1M^7iJ%X z!cmk(M)IHdAF;C0RnZFk|KE=%ifW7&;8(sA{MOCeyjQzXu-6GZ76bbGR2)bfm>01p zq1RKw0atZ7Jqj(TK82853!CHJ;tPtZsqioNa$1QWvsaA07IsisI?E6&8HJ!P2F};67l;tz<$4RO^k>_GN*m!y zWZWFxrWM1*BD~=(3A3?yBfq3PoOsETX8wLzi}2suN;rS-ryP?a;8K89Tz465dSz^!-B>)~Q^*A^7uM1g_G%;y$ATHzEcg$w|jT~dRJZ^`+B zh`h_ThNm^c#kNRzdwQ9@P^B#3OYv2ll>TYcPAisXK4u_O^_N6N{s=KjqIURe)7Xja z>h<|q=IUph>Mu)Q=55)UjB4KhX}h=l-k?4Bc0nU?9r1otqj|`-;&NtMUDI^1&`BRt zSVCyh3A64QDhu{56BVY$6{zc+br!ATZG1XRjUfN25#^V=0u;v?g`nhCh;A7%oF5DO zFWCh+nK!3i6auh0^7R^%@Q@+6y+kBJm;%c2ttVC&*NfRCYpG+0WnjW+@ECXGuL;__ z$}lsEi@`6PRbznrsjWN`2Xctv;b`KZB%sAF3kjb~z;ZCa;qu(qk5uvX?mRY-${^@wz z&&TKbrI_J8U86SyWWl&_NsGUHe8lISBteFZ@@at;g(9lmx;u1`S&5hYM|9GfBm*7lUM%;;pOl zXypJHIs$*2%?+9BagdQP)sQQ&gycg1>EAeRFBdlfeCOrfH!c(okIw0434)efEl6pU zzC~;M9%hVIzsqj`Dy@YOa*;>pEiNjAxp2~6#gbi}{|Yj@GaJ!$RYeZNC*6t0IMvkU zv9o)g-ALZEwQq?xO`xnU75v}+6>=974X9pu#adgEy5c5DI%giK005=MV$O&9pF zLUfvw{Sy&ct>4u-euVcdLRCz!?n$%=7XHs?sjhwVKLBTqZQm)K8&h^$+ux8@cLl}> zG9jcXBgcBGdE+j+RX_KyFL-&~{)Ij~&_@icD)b@d4SHVNJE6slkBj_W2^;%sXqo zF9#fiuHFUy2FK!+zQ}HF#^j9xC_mw5|F;G$p<+$63-T%AT{D#I>pe4iKDqI-r9WS;Y+NX(l zGy4}49wg)oT9;CvGuy=dO@QhsI@uAMck^N5tX2>&3- zgjHQLW_xSQA@aCaV^Shu>yuD?x*_=gQ}1YaKC)0yrH0Srri}%bklLwayi|;s>o9V>du6*x2W$=Bu72~9y zVI{Xrt`evekTJIj?6F}9g-@9%7Y+cg7A}lfgSgb~uQQXrIH3Yg%It5cnNu#5z((0s z1k4&{8r#^HhhhqeN#AxL4}IUE^mV+I_N&GAp9&!u!K+fsOH1O8r|m8)Pw}0R=m>I7 z)5u(k+t+AFMR|FqzkgpK?$;Xt<|;%7BJ_>k4S11%3C}XK5(B}>z$&JqykqzG;LmR{ zhnK<@HnZW$g;s9K>17zRKluy~KPk#7Hh5NWm)p%SEo`1^yup=`t@1Zg>l^MP+$1xe z2YhA=?rK=Q%cT7nFCZ)=%X_Jx7Er&7n_T2u)Ug$?w8GfB!gU}8l#!Bh6c!7`+KCE= z;`*KP?L`MW(d#7q%%;OjDmE2~qyeBrx9QpQ_C3u>kPSRPK=xH&6l<)0zL; z_xpkdu^L|;s2!}F$ol)+FRP3nB(ER=GQ?{?l~16}&4aCK%3>S#g689m)H#Z6)%Gm= zjXt}gPvFpO z>`|0~U&HnGCCVMC=lB28s{C_fdt;FO9CiCHl40(6==4On1 zCDQn@=l(V*mt3UneT}UJhJ!!N!sUYOM8Xor>_krT@k9`1xv;DI#+lB$lLP@din8WG1vBED2!%*s8T#1}Hc{&COO zmND@7Axqz)n)eQ%pRNRU@9g@u_oR_W&E>7(cbs>Db?cCG2r>OW)2G?IE}?Tuvm@lx zjklIvS(q0E9klveoZB@sS&BeGy1>S`sA0tir~Fc=DWE%pRc!Q|Q3tLlZr=W2P=k-7&=GVhS*OJ%T~gS}n34qUT{ zs1ChJ$jEk)Ka`@2XGJkMN(PVcKEE7IE)ZIbqrpVqG?R8Xa5OSFI2iUfFDr|;`C|QW z>oDz*i{*LLp(Ncd(fh;7N*;{!ufx@U;(+fZx%X4(kFmUhGjN2khOyXDy+ZW(d2*26 zUS!VCKNnTwS1S!8MqZ?tSC*xd*EXHM`wzQp>&Y-v%_0dQ}?}}`J*$WE>#TwjA;wm&sxf|&x_ zlhkda?cW!1Hh@>GK)OUDc8rfQHyQt;Po<*$PEDhb;}}ez=^m2=FU~wG8fc`4SM!hy zBwXxf#tOHiSP$@yLKdxv%uAy|-bPOk;tJ?G1YO_#$$ADub+LyDL0|Ic!U?(kmTo7} zNruZLYktr5k31A}he?Fwo0R`@`v%zMqCdTfwuTv(+_xOlo|)uAXvFzddu#@UgFeg7 zjXOsOH`&WotGy0C@B8h++xx2ul7-6G`W(=unPJz{a+?igfm~RH;JLTZpPf~G`v_ZR zfIA?nsaE^+2R_?^cTS8ernK*0fN45qN0KGChEhL8C&Qk$z!%Q-J>ULWhxl12>$c#2 zKlvrO%oS`z5h}LF;XgnAyhqq=(IR@W$rod=`Rg-DFusfQ2DdA6e3>*_n&pt1`m zxVqQDJ!GYhS)#^ITQT5#TjG&%c49(Sgmu^9SGN1MMJ(%05$j(AooczF=XBIJ=-#Ts zDGjuNzVc0B&fR*d&ST@gIu8Dw{$L#cw8TWb&UHCUF_Xnr+)`ayynkF~XJ>)IP>bLSf^ zt={|UpYOw44eu&2w_FFjk;$IoY1h8bN%&gAP#lU-1 zuZFU=7}apO2|vGr_NLKO9aBOE%YHq3s^A;6f$UXUIGJ;P3p5#d*!4d7U zW#RJkGH{YW2-Aja&i^o1{@?aGz%Ctq{RZn^z}~CpZH`4u@xyJu$AljS&W~rde{8{b zj&&DGyr)-}dt0Wobh>IuUpWEh76h=XYkJ1e?wQcQ_@D+KsTCqCs3*&6ZLvKF>Z1F*O&Y2#Co_iZTqe3mJ7-0-%s#U4l9nXRQ)|6W1EV2524g zqslY6XjBo$H%~e30|1*yZEURN3H&DvIftVg{v*4x)Hs79!s#ntr;}UqS_+zvTb@a7 zF7EByAfv#aQDRFCRXIu4es*@s18{zjEjEVkAbA+UemGWI&eT(_a(g}FfmmV;VpsoX z0uMZot6pi?64&}kaN-|mMlO$gSDMm_4SuWPb3{AXxwa#xdZRVCc%x`V9eWw00^vV3 zB0RnZfExW=PBh->e@_#G-y2j-&?=0K*k@T?7rEY0BSQazzVY`+Sf~a^q(~-)kXaX% zL*RqVH$G##@^BdCVX^BSehpad0&ipn;hZG0p!ofgtxJ+oGg*X2+Ai zF`?46p0dfJ7A5w&^JtFxf9r3drY`uN+ zfml#y-}YaT=T891*sq>AeR!pS#^-W(GnLf%H09Yvgz4`aK6ye=g)KPpZOkhsF2f{+ zt?Y*dmy-*(RG7=b;z-Xe?ca6z{}CSfPZ@(#(AOVJ?lkH+)*D~Se)_Z-ek@kkk+Q|! zP9BAMGk!&k9!wfiyVM|cdm9;18&WuqzIP^OzbD#&sWRwH#e(cQZWcKT9H^Vn+z++l zcs+DdkJe3-kX+^eVfbAI>3{1g5X{^ZqiLD0E`-LY$eTo!+Io2ZTeC@zDoP7}E; zbi%M^zN9)9(yhi)EF-|U%rLoMB#wi`T@cA=j^Efajoxqg5e+LzJ0Plda~9EBe0w(< zsKTFi8Uih+hRv+kzC$!B3Nktb#iIF?ytESR`kU*Xveeu1jbm#7QZ}bVD?-=kS2m>t zzbaf%Z3PSB?1Ymq+U68zDkO+D$P^T%8NcRW=c!+;IKM>nRpqMnD9gssiI_;2cePfS z_AzjfD2;p~07A$$@#W80NPyN3O}ZTtFj$Oz21M*Rzmv6?1#s?8zl0iUu+vxxt_GT+VC?L3qJj1l(EMWzi zQYx*qUXk1Ay-Qk3zh3X8egzUmqh!e0rb7j;^puSNiG9aZ!AOLtNp-6_+ zsSbp$jtNsrWB;v!k4NNQL;C{JKV6!;$q;e0};yzI`&y6!xt*X> zF83r-MCNnVM@#A}g%sFg!XN{~Mg&=EgR|v>L&f3{h|>unMSYMKe~|8=sQ6LfbZ0Uo-PCwyxSV6 z`pGc>Lt6%#ibE@LSZ9ZGtZP>(DVndfe@32;y1=lRNFOpgP(B4)2tKs8Ca7&g-b9h3 zmsP)03xhAhStlXXKZ?y}FuSjpsv zbAq?N$P5-`H4B32kVAca&!^NIOZ%UvMBEs}cU;|<=Fbrlfxqva1SN($86{_wby(7T z90GXpo8&MbeVuTvR$4w9rgyy9x$ugSxOeAlBsQ|k7j!!^+|hu!FHbH_8|3`d5cKU5 zeZ|#YV?`psE0Xtk4PkK8&`=JeA-=I?fgxw=6lIC&cq8IH(EPhxyO!g5n(6Qb_+Q2D z6=6hZ3^_EGZ@E(n{3Nv7Xj|SqKCcrJyHu!IhPd8WD(N_PuDKAGHMO70uY!a{R$VYt z?Ngp)Z)9tV?&|RgYbuh^V}?ugVinzfY}Rn=OHF2N{j! zTh^C`L&4atq{dlA!1w&<8Te;Z=2iG^cVh0r(JDC`nrif>D{!-jIYR*F2^VMZ-tgkg#VKDeK zE)bRSY4;}*?hvfASD8)Yy!=8Ybb+#-^m~%RJcab(zS(@F#u7OFju ze>7=XMvJqi(D+PzQ@HZ0I$B{|L@FIe5aU|*M*!NEB=`3mO zpQayQ5Y(XqmB6)NVV4)U_TvUs--6WD$#eVESY^$IQfx>1`#;BcibBhDpcF!Wm%lfA zSD*b_O7)Gvrq8lo#zz*t*MGq(z{=w_{Pw(>N=-q!>pDbUbKriucQvS|_cSYSu+EMz ziDVEjz4(}l+}5zA$|L_ioUYYFT4*eMk4H^f9j~ufNqJ8Q6sQE}TE#X+dirNq^E^97$}dU`P5GGZOj{>i zhietXuhkS$u4Dwo#u@rpn*(!9kH6npKo9v2nNIpGeh1%?BcHg4m&%GmP z43GJ6AKMdMW^3eIzmp+6JjQZ4K84VHKE82rZS{6(&@(-`g9lRi@;qmE(L%5oP}-56ZdaM5773mJ<*Qw+U6R{kA-{rJJRKMc5w-RrZ?4L|-?S4;WD+*pwV^2QA&FNNc#Xoq zZzS=#T!vI<2aICX_3;+ox4o`c#Jb~izA>x=xjgXnfS}!tz8I6IA}J!i*DaWL@gzVp z2QgAxH*qHtjA`<~VJFwp^mU*u_USGiY_x%sb|$}J$>vS^Yhg>R@0C0K!Lnf#1C zE0@9hXiHyys{NG(#ZRu6D%tEPf$x3a^o|gTKi*-BUoy@}d)Lk9^jl&wIv4$%&9=bbmOQviFk3vCf?O zpgUOaGrKB(6;FL&Z9m1lP*76B$j0{Ox2q_{_n#;Y7tPTj4IpwTdAvQij}n0t^l{L& z&C8PD6YJtwOD@PoK*qX6zLA?vZh!h=nrD*9^gH#QE(N|i!8)v|oF)hq^4dzqS~oI^ zJL!~D|79_eCqwZjb^Y?@ZAn`JjhOENVdvYlu<9B&ZSKN3l8HC^T#{fJTZbKU6PI8f z6VH@!F1tALteGwzE-t`&3O}8=y{PBm-V*|`8NwrjC(kEf9S%~DJtF;~dzc}bPC50> z{$Hm5#1_sw@*Kfot3Mf%OjjvuC&G-6?o3b%OS3sAidcoLUk%?V(o@mnR>R;%0@syl z@mUD=KxjSnM;Y89n|$JcAo^EAK~U#y2lM_$Uk`0heQc`1bfteyOoBtK zFl~e4Ve`iWx;^f95f3_B2g6A<>N$9?-%E6S!UhpU^2NYYKob9|(f!0YM)z5aq3w?=iAz#h^gTqS6B z5Vxtc9FG#wE25;DA5wJxE@-L5C53Qp_4u8iGd80p-MI%^0)&e&-Pm7t>W`L%%3`h| z1U?{e{VL3>tcy(_mBw80l6h;TeU2z?!8SR*)x{hx41tZ~lac(a|Bq+*WQ<&%)<}C-%6pMJlLTN?KU% zhCvdw2MaX?xt&O=9E2DtRy@LZNzqOM$*Vdh zwiR+!*47)+&ozGdpF=vp*xqAwMNW_7wmK9-3h*kVFhJrU^>Cj7*Cfv5Te5BF(c*a1 zcI>m`!M7wv6{p(*3j1kdX5rub3bMI7nd}GGXi-7z8#yZ)0PEEwlV2l*#mu87FqYQN z?ZNAT~CCA^*{RaY^b9shbrbe_Lk5-bJdj%fEG5XDN)jRp&AT;kHrugoeQME30O-1SWV z8ZY1rQG2&&JvKA9VCnR-YC+)X{P~ETt$Bm{`oyW|_Qvf0G}8WGB1|iioiXDW_pW5Og0U{t ztB@nNVer|NtFxfATN%aipe}UsFv9;!D|mW!z;|?WK&OE6P$xNw+B_dr8&EQH_t3O( zKSN_D(p5_U??(4AQ!G1IPW}@8MH-HWLU|5tQZmlBOSONcgwunC-73J&<-l!rY|yJ- zCUWwwAoRhCBOHH;{%Pf_n}r1t-AR{7;j_OnKt$I)7WdS>g#{bGjy({BK~0narg)x_$34~qb`o%U(7(Xbv1a_TXfBwkv| zX@%B{J7P{d%qx0QF~z(z`HRvSer3ld%(4PJ-B z>_uh5It(vOa$XVD4^zG~`z`E~@K$DrKr&>XRfFAWOQ{0sP2cf^j`CZSlNn0;huE~A zSvkq^GoouG!&GZ6y0}&i1xf0soCEC|HE&MPRYgh?Q@tiRhI3z;_S>< z|3g>#LlGYllyqv6H}L-Ts^_XBx0w)>`28!FZ|CBMtNhUzFkBVXp5X98Iu9i1i$eEf zmXrHM!!EZ&qwN{aT{?#}9^D>j1&W#l{Z=YiXN1u1#shZl%zn!D|gbX;xSxrvC9``td-_dNEKyAnmv$a z$6{jBR@HaS|2{ihyhZ^;`F<@){982(6fI|ywTt1uU(A1G@rNQaFi)Nu9N*`DI~Z8P z$%h$VlFgUgM#PA-qSRH%92K@p@iw&R{mkhN9;e|qOkzLb%?=y|B?Zr6i#IP$J0M4f zRBT9;9w|6g@8HSTo|W@NoR-S-Z3Whz(xuOd^Yc>~&-%FtPa^d3VBhn`hH z1cgCF@9<~JmhhXe9<~AVc>Z5kPw0{+>Z)Ir*`1Eh{h_C3G4IkFYkIod^eX#nL@rf|g^@Uh3kIY0&CHC%PGCz)_>taZa+lya zuMujaRUm%+PTRCF!eyhRVwd|Pcgp-O|^eyYRhlQCmiSI@}26nGPsZ#Eq@!1y{CMk^D7zIcjv zQU-%bSe^^9Xh~}|*L@X9n`8-L5V<*53F^E7UY|;jd^^-J8Hw6{BU2}FKG;EYsMR*`*+H5NgIN&L0#+pBPu^^t+SxG{*n5XNy>~M`5pvURVAem^~96A#_y5%#6K)6AK1#+=cyqZS%6$|WsV72psy=a!*Lw*)in_vU;? zr3+u)x?aT=Cp*JlsO9uoQdfF%Or{Mu%zSh$UFX1$vC)g##ljX4pl4`j8}bJQg1H4Q z!$>D_11)g4qcTlLqzP*PQ^esOoW*aV-gsCLuv2UiG;w3NM7G0x`b1dlBbFaJU~e#r z9M#Tb{<8dk3?DWB3?G^9N+zd?9wW9M3#N56hH9bxF1{qsyFk{*OXkdN0cbWQc$e>7 zJzvjNyW%xWISbW(Ld{=uSVD;D7MwzGzqX41hP8!zmy^_o2~8okRp8*pXOeZ5*Y z7f^8%H{?R;X(z#~0we&Heqi3nZ~Mq!?)fgy=M_dkXF@g+elC>~A_Evu}4vj zs_?I(QR^8T-?ZKw@YRb2%f~^L6^3^ZQ#};7s?8WhUx%vx#*z8&$EFY?g`Ms!?>mt? z%iHWIcACl{b1ENhaf~NwFn+t0ApDK$dyVFh@qH}&$M;g>VWdnjkWtA{x9WzE!F{mLacOO?f_O@EWU7jIhwq znFoC(`HZ$}&EXwd1+{pIE-Z>!v;Hc~f!k2~X5nh!wu`t#Am}P|Oa#_wB~D z8`0fJU7A1f3sTk?bNsWRe{a($$tmkVqdkIUW%ug@dY*Sx&HZQUg1_8d1%-R;+`fre zz`Q`V3kdtCX&|e3nNOeaGZ)ea>T0S6o)Uv(kC0uUxMMv#VRpm|yClXC<+LRRo!lfS71%>|`DzjQ6jW&(o=u^+$#GpX zg%P~%6IS^Cy4r(aU*GccojxavJ#i&;gf7(GRl`6|uW)v4RdTtzdut`is_p={xS|8t zMnuoxY}>9*15Mp8F+NZ%Rs1{9ltIQAb6zkSgE})IVAW zJ2cB)N0S8=ZE2%jV_LDgMPlC+BH`_pw7WAlL9s!s{4h)21`yceDk-rtfvTO3AuQ8b-zIxxW>c(;c#$o5=py2T_;ENrAI$A#{mIpV zzf-KpES+fOCGckL^*f;bo%lxYP#=#@<7uL@NVv34Woc}Dw}jJ5Q6TtE7kEzVKWm2V zUqkfmdlK4Cwk#@K&_1>Y?DJhP9RloqEmD6yM7rm6BXG%ZzYlP@=g)()eLrn|!VFCklvY&E07@mc;Y%;Qw+DZ9WM3N^u!w+zXyeInI3o;U4Lc}mi&@_r&H z<^62L>2Prm&~J?vdgE?Z1%R3U-m8349Is~J+L#=DSzFrs&CbVgZ=b=xQRlt-+`2i+ zC5pEu_BA@M=`?kveJF;{H|_a$)J)80wEWVACt_F!u4C8+DlN+vOuIxz_n@nk_d~$6 z2!SPQS8gA^9UfE+fv{@UE)_IvsQ<=GmcR$c^Nvooj^Q4X!f<#;FfO}xjG&Y(FCK3X zwcO&rv-tGYw8fpho=8s1f|HG-4;xrFz|}s*K9iN^*U0OMIN@eT@1K1EV-%=1zRos$di)7lRQ#@BrSlG6;3Uzy(HK( zS%xKpuZTh`SD}Qz)xBAXM}LTk4+mDAMafb~s!5%RnsCaf4+jH4`&U?iH;Yg*M{GII zuhbqp1>~I(Vv~zG3T`yZZp?oZyMzc%23iH)x#Yu5x|)z)uCCZ@AkY^(YyD_#MKh_v zs-0mhGY*%r_G9#H!!i&S3`I%G^&)qRCZ^p0 z6Y-fY8pB2JEsC53vdr4Q?Ap%kfJlq-zJtdop*&opJc(-umn&at^S2Dgw+7fAnSa0| z`oQuT_!Gqp68!}7uDu!=_Gvzk>0bBb?D_MrN2D7Z;BejUeU~RzYGq%790FeEl5Z%+ z=tlfvi5@&$m>7FMpLi^;zh>Pm9M+&C>PKei9kkM)<+1>XTHo7^T!%mjF z5;)CTQLF>~IhZ7p(tOe9`ZO#mfffz*qO^Upg`>@skP5CgYrIL2&7D?!PC`d#bA-iu zN;2>nl^}JkI?HaDvg=f9Q}9BlbI@IPJnnYJ?kCZ#8>L5aqqmW;_tF^Gc96%}J zjoO!}R?-@E)b)P?Uw*WdCK6Q?FVjKjJdJp#VV{}|Y z3cVm9)ZV=uJ0u|jADaJgxob@4ak@O{`vN)DL{XzD1pOWogD#lQKbrlGVqM-%T61yR z*f7c2_xdD@;d9@D0WW(z9f_-5v=BmTB!${vezm z3wtE`;R`OrnZn-2W=xb7t?~tnOYD6#t(YXcJ99U~&cB`VOEZdb6X*m>AQd(`6)HHO{fO_S<-FvB1E zq*%V&qbWC`zf3=M7)K^-h-#I-zJcx99;nk{+Y*$MP zlOPE@YVwAooHwpQ9VW$kPb1(hxE@-?yrOxWV98=z*+~c_hdrI{wt$#ucV&pzOyO&} z*KPpFsbg;uN_#nOZie}X7J%|+)c-M-9{Y*sCU25Vn0vaR;?(s70-FzK>LMGBCciO! zetMSU#4^`F@$qd^^s&Z^h=%_$FV8?RuC8IG3iEB)M$*;39h5ai0wB7)cGt+z;Q>>S7ati9| z1jgnlQbpWMk*h=dbivZs2p3FE2&c{yNr|$Yirrc)-MCCE4aAw{C?r6iu3FvF@-@rA zR}jBq;+Gty?4}|S`;%5Y5og?3aq@???Z~v5%oOQKUSU5p@qNQIs<7zLZ|(~3{&*P6 zNVQlLx~Cd*v4c(i@EhlzIa_@`LFz~8QTYw7~FfZB(}uFltMut&cY#- zobx61HzF{HhmvN-=-X(b}BuI~lXACaS63J%0*{Xr# z@6bHIJ7wIqH-`|;vt>wAW`=;S;OO4i0(>nxi5!DW3XDSOVH+F9D65Ft>jG!+%HooMayl-s{g>NpdBlM&;f6~1Ey}Y!K)b8{2w!T31U^8<)(*{ zp${?yqRROTz?v*hbNA9DU?UU@V0vz3FU-HzfRhdq4t&N@|F{Pkj#ARAU_4qOx(-6) z%B1;C*X@Z;`*<~7(=*+n&cDnjK3d}@|2e_}c1{?ZLq{$(YQf$scqCxXF`3n{JXSa$jnZx8l)i$SZ& z5-&l>hi4A@m_NR_RAA)If&r@@0B#Qe$w}L}_P=s6yYQ)R#CG(^0rX>z6s3-~KA@V* zAcPnc*Jm}tO-Iy&inOUGrJ57mDGIq{IO`C1qYePM-7)WM4r`+F3j>K)mAYgVxQ0Gm z{ho4SADcGCZ%YRI-HZ9jn$=AJ)OL@I{irOO&x@&CbX_jg3p`udF?~r8EuIa1%g+0p zDWTN+kt+&=Qt$$Ay%P~zu#F8?-vAAR)a+1hQ$OoBH(9{Djz^(wO4c1Kj8J|-0t}_l zAQ3cK9G_d^n!UbD5zzuRlN*Cm!P9rmXUSSq&v`rY zpx4g2LZF>3h6LiST4 zPFgddh%Z3D9x2nc?7fwUGEoazpdcq|cTqYDTE1y@-u%Q8^)vSehK#xO4kBmWkcr)g zHuW4hQt`VobA?5@v~poJy)sqMxbrQ%`xKUpAq6!AyA;^yuF*}l>XEoWWq zU>QuvqPYE`VuhW?rjL@_pt#sdTJO}IN86oR76e!XI6iv2-kPUC>#6K@f>XV2406f^ zHC*Bd1bAGe))%qkZE?MD05Ukptgv*MS@{&`Yvd+?a>d!rjlqSVRr_T5SKh-$-MU`; zMMq8E)SmN;Lqpn29M9$3phrDi_I>)8^N-PN|Et9JAIe8$8VY~ft5)nANUB=%8ad$q zRua@596fnR6Yy$iYd>nm9ADfXG>=AK3g%`Ie(lrW13qH)!SIc$+!Yu4GRO;6m*_ze zn(&RgAaL|v=06^rT|KKqrY8GK9WU*r3asR2LvQ`_w^J{P#urTPd?{yQlTzeT{VZ85 ztf4ewOU|rIfdY|P%8wNIk*`j=(zxoqwK{np=yagrAPFx@7NSRE%O)4rNymF^8TzEB z4c-=IAYso67{qObXST=%nV2y$vs*0_r^rrhV(iX_C*rfEimbA^9jqSzt!(y2X}Ni^ zcxT+Cib;IlfF2Kl)tjCyJmc#2_TiVJ*>m*<;tLX1h=ZejUS|MD57lgJIy76at2L6MEs_P z!SIVuAU0r>`PaIKkzCH5=A23i5ZGM=s z*Ku=jDX2VYkPV2UQ8pTtIlYo)vFBA%b-Wy#^W6Y1d*$rz%+37vMejrVclm;YI%C04 zYaKJ;hoA)t=-q}{1NjU2(0&GbJmleb&COwou&?xneSHcnG&7t`+of;>gNReW+(su) z_PU#Wo!xnj%pQMc#F5RDs=Qd#pcZS>MD!t1q-lMz!eK?=y#*Ih=qRdddqVWW9ZdrE zw9z|na_Xm;*|79H&RuylX6OP}^t)3ERJL0>kbX=zaun#v*^e8PJ@eBY^$W<)+75IY}r@q)5m^}Nd&6frFI^K%881k|5P zT=s1-B_Z}#;QABb4YR0-`-(A%eiWU-6F7Zj#`IZijg$vg|#k z@+G-U35!wJc%K#g+o)$)Gm@@NyPDSpiI2nWa?>s7SK$^f;{S~9c=GU`AcB_o;;LqV++b5RJ9bVZ!>?cqoYB)jm%+wL3*=h zZwqN!_geO1)@68%TG7DDuU-J6T;XHmg?%qlP_Z|(cdBL}+h@lmc+&`iQ&Sr~xSw8@qaLg$R#sACy0{wI9Jw z#Msci51~?#$|P=1MiAwDuEyVESc~vEMLXJ$)hjUWh&GF4iHdf6BBMj+(HPbrY;2>z z8K3>hU^n82jhUF2$CWQ+|4n|0LZR@ne#`ek!>M8>gvSZ+Dc*Q`49N0BVtu}eeKK?`?SR+MQ=N!x@}FYn|aO8 zT$Zi=!v)BHH))%HZ5u%sqxexJw^VoUY>MIfCd|w|`nVuX=ZQ}eRmU?&%;QEsm{_&V z{t_;2tP;MrkU2f^&c37Y9my`?Z7168hfbjw!W-8bXZZYsoyY@nvQ(|C!!$&uyg<&Q zh?T>}^03`QqMwsZ@0WS&T{EGon(l{6p4}FJbDPioT%Jfrns52kJUm6Pfsa*$z5Mdm z-~P-Tf@F8v^@<7i^{@7isabLC8Z;UE5Hzi!41yDg6u8Aoqu!;>hteiqBI1qq_`9<+ zr!N4n%Y&TOqZFJ&xBtV~TSi3{|82j7fTSQuhlCf@DO@i~Yu! zt#E^fhce27+*)s;Xxn0HNV0E~BAgq5c~XQZDB$K+735f zuuxPyw-r`y_i{FWvL~;-Dze+@6OMy+rE!c8?2WxYG`pqqQ*F&IPNf}h(Iw_tXoOZC z&qcfR@&#i{-=1AbUvGF! z+)sMj(VFOm6J_)C2Ecd+^0+?zIx{)$M_ry?npd8~G3$Ov+l4P{{2FqlZ!d)H^C7pY zY(PiEkMT4KID0I=H`#Li_qRBVy&LH{N{E2&86WGk{m;wKf~)xmoD9#U+GJ~$ zkf)%%Dd`<_PDf;9NcN{zQMAXA3o)A1v^9Sy1!a5*Qn0@BeQQcoRPvjzE1Xr<4NawA zo?$<#x)!3VwIZ%MImtme19JYg-K?LiDl zszvuIobRLQaGKz(Dx5)CW>dV;z4G$%Iw;V?zS9r@VtxPe79muTFLrDo?KO3H;GteY6@Z(?Rz2Nbvpfonh2r!4P%_ zv>StS9BUa`NDzi~SLu}$dccV~@=m2%lDiJyuyyZa!}Xl`cd-+BUOae84oSWCJaLNc z%4Zyy_p{$$A6}?_a)7y z`@$cR5UurZvJ&Cu-JBj-6Nxx@FmHDu4{Bz^JdzRgAw^|hH^BC5mZ_+2gnM$<7#i0j z9=W&IpLF*3&U=CY2P-8&Z=vq1mt30~-RQrCFGoDF-aR7LA#K~oc_R({4LECsE(XuD z(q32IrG_gW<`&n(aeRVc3EgHNaj7~<{E>rs&n_Qh!BTwxXL-+ZU7%dzt+Tc5ZphT* zYIlNmc&FWyhMaK3)u#7Z&7MGv2B%97<7`mYH9u=YUqW%B8iax6a$bD0uKO*R_Knr| zc3^wP=ZJs>H=3PiRml2m0iR4-Qqo(gJJ+n|Pch3W&8P_O#<`bc%0xoa5)u@R{chC9 zy^xM5-3bRg;0oJt#|s_|!FV}Kw12Ag<`@usEO6`Yvz2{k73VM7%n%+iJihd(6)*Lq zaldw*jXX3)4>+eo1iN1|U1b<1OY&HnWs?rtxerL)naCe6gxYzMYYqwl86R+nu$>Nw zzzS(WX(ksQgjnH;%oOuxBY>uOPHJHxct|?a&DxxlzJ(8FYN_RDCp3hZN*^w{vAAAq zkUCqBhF)sLgip*MJ)e=0ZRj4T(s&rH^J#4R?sRSbKDt{MU#9=UP@nXXu7@W%$HMgh z!eOoYm_4!1_LUCDW3W#(n1)A5(Wg-d+E7;q_I}JzO9V+T+sIx0_@bz+Lg#gtDo^LO zH5B4YH4AHn)$lgoN8XQ#Lk>0JUbJ^FDh7f0fn9-J`b7+EYXw%8C@zl9;HVA^|hL*lfiw1Axb5Mo4AO6}QXMLZ@>eg;- zUHUWTeJ9>Rl$pjV2&-wwlR5MK}DW|IfJBjSH}Oa;6f2G5DMP#&^R0 zIjl#WN}GN7`7WDxWO9c_+zH(;bU>$$kn$Xeu@N{H#~%AlukBd;YX*b>6w~_Ti-Rd; zTc=av0gOIk1T(LEnDG&qu`P;%qzZD_ALgv4%^>Hud*$fv_4W{dTy`-^o* zQS*P<(mdgkYyB6dFp2ta^5jRHFAlXUdJj_PcEa$@SbmLqM;w|zS;c&sw;B$> zq5hO@po5FhWvcy9hNTk@rlKZs-yP4_`pq^{mW!8J!gJ|z2pXc0yVb%uHp4-4$)45a zg_T)Dg9EZxEcyS0n3{US!*YCUn}2d%W;v`$v&3DTrf|C#hQ;bJLAQT@aCsO< zw0#zBWQGN4qO+LzmnT4U)k$~z<$W%Us{deMi&nfiqI$VSt0u!Lc=gc%@}rq z3nY@RM^o*D**K#gn_Z?OjC;%b4ccGPZpE;P5i!_pR$f;RKrU^@HV1lWl525e6hc}E zZaSXzh`GVb&D1+~EI&+VZ%N1J*rAy@m1l|ko+ZB8eOvx-v!q*mugUNHWcVq!CY1Yh zG$;ZOwK>k!=v$Z6{BYBR_br29Tim=qx6Fp0HLnMw3t?U+RzI-v>0?0$7E7Jl?M z`zXSw0CqAQyL?Uf{iW21L_}kh*&9t;?dd^Lni+p9H<1ZaD81=Dij7o3uV|Vp`X)=% zBk-;>_7SJ+l!(QUORT&=C2jnC*Qq6O*ZI#aKH48Pupgr7u`42yzWKUiWgn%ao)q51bRv4gG8SxousVIPf+dZGB6=IF{)NXS9PzP$X1jxOk*1SK77pvHcBF}MO zOud+Y6Q%VwcNPO%NwALdu_++`>YIY**GR7Eo`5rOQTnF^tQBDu|DpE~c8_7a0={qr z!NWIWv!OW-+5v%L>YwFkElj(qj-+=hpM?;AVsb4{zPb=qhu#Vk-JLdco=f4~H|@Xc zL+3RPwi+&FRxQYIIh0-830M+Wo-Y;4w;ub?@F;29Hz-YY=0$R?4(8Or2Rl9*kK&fO7;n}@G$VJwIA15 zP^Eyqo@{@?6t%H7lM-32G#Z4x+XEWA_TwFNx?uVC?iu%y2x?jG%=?<^|70w?vMh-@ zx3ZYzhMgB3sFus;F?I$eG(un8!rbSUx`3+MpRex5wJ&>5*9QM1}^JvN2t!u>y)+Me1J32Ja0{hUF@i^h;uOCJiu>4gtY0ZRJoVXNyRZAsgo>M4e#?fnjJFgnZz4hnF&YGPib@c;~UgiG&D7dXOW zE-*eHYv_RPblI+6{Dfa#xs+ z-gbzZ12r_P8e6I_xV+&iHU!iKjIPokT#Nb$?9ni6Du8+MM@0^EL_{0tuAx3RK9!G_b)R-Uem#)?UYKxY{@XYF zJ2i=_IU#Q)E)OA$Sq;^!X5zUjB+m|j{ujFpcC2!&fTB%fVtvC}**wk@{(hT^%o(*T zYkZ}aA;Pdwby-;RyJnH|WyOuRJ8JFf`0L3S+3OOQkzachWzRaU2eMsCN1bKE`JDPb z@_F~X5BNHqOF!xCfTw$4#WC0(H2PWO3)S)FsE!B}3-v)4_xN)~{1;X4GOBXn`Y%OS zeSrwGX10V9?CIa&k94i}lGN{CoD7rcuS<+w4~W}#=Qy)7TXcW5T&Hn3`-@w# zw6SWf6PGBE)yO?HH88`q)pp~*;xo)>VwokY(ny4d&Oa&Uh+th&uRYc-#TFXr{dB6b^83&TVjZn?1@x*Z0vC={X ze%yWgmq`l+f69T-{DYf=VDQ7a8ch#h*j?#=CTyqJzE6UhTN`ayom8~WtnVK-Jd_^> zpTOjKcmK5II^tCv^>QzAyU!J4QX@+!pc6m3S;U2vue)*PKVDh#8m+MgC?*C!dnf&? zWy!lW)O~3NQ*Ud7Gsv;asTIW{>ixhciXK<&;w;+kbI$Q%ug!a@$wgBoZgRx_pt#!t z4|p$kJ*GUdTTZ9hlFCIiqL0lfuN!E=L8yoz^B1thYFw;*3(srM1skHJ7T2M$ieY^? z2(xMOoCEC-Rwgsg6gqhS7NBn5E$@!o^Oe*pESg)Zf@AzpCvY^LSzaOS?Izm~vJgcZ z#+nge4)rVHs11>@TBum@EBUGHj$ijMPnW1&Z^F#pYy7Pd1+inSQOcXEbt3@EB7~Aj z#0F0YGjn`S7=1lUsdeXOkzi}?!wCk>>?->;8c6Qkn%s_2a$ zJyjLQ`rEN(>o%Gj1X(zO#d%hv(GC-5V5j*zD@(z_!{|&=edC*vKAC=wk!on2waFKw zzDJJy!pjbuL`Ktf1GJ65eBtf-)15RE=XQ1SSphWaR>PUU-tA^)B325VfierPMe2D% zPP2>?>NeW08&xpj-P-N3$JixJle*X7i^Pp^Vd=xkC9ZSt!cSSC~ip}#~)Pss{KY^Xrnk>b`G=OHmF2HIBJbq4QWmynE5YDWF} zG0cFBC^HrUuU@=RwRFG0+g75hn>-kJX)m?#<&V#qM!j(d_ZIRe@ZdK~-)SgvE~uh* z8$#!#$f>SIyMab-S5KuN(IWE!Vu?VA`SXVv5XKaG2m(6zc76t575oI)bhqdse$Lqy z1bp_VqvJ+(Uv6$%ct9_G)wY?4XQhp|11K8RdqHyGl0^jV71Pxw&{WC_JTmv{3QA&8 zZ9`hY-GU>=g3=l_x$VRtLS*oB6o>PfoNLS%+M|J19|u$4^$chqm3j=*f8JmeU_35m zms=kk!EQ^%C4URle)3e{p{mm9x~=HE98TI>LE%y_#|6x7S>`1S#g?+Lf(-E)q#^AJ z^kJ^IYugp(9oEF(ms-Z&2OW3U!QLuVt*&b2meqc*R) zfX=9T0DdThCvxpp){1xFab$Wlg~oZ<88MZ2k54}69=Rw)yNyq*Bdmhq;*RR0) zX;u1coD6st5?J?mxagEM2i-#EEX|hh1SeHlKPYxr7qvd?{Znz3Fw*N-7q3Vfspzdo zA1J1Oqa(px>yHq>yD&J?f5{E`ex{>tB|OMNBUJW`BAIN|>uPCf>G*I_{%;W}1*dcA zSenjuLkVUJ!LV%%P|aELF;$;pvEDL6l%GGNjN+v+YBYOdH5eymevE|b(VNKYd{k%o z06%UN;|lL8?Qb^$(d7222marX-SOO4*eiFPan64o>vUI_$VlCQ<{8e|k6VX&PjUo) zq+G04BHNusei$X^h%~Dbq2l*YFN_)ol812x1wQ7*jn|LHfEC0?UkduGwu53JLTzB| zK$}5+$XulZ30krP1;)DQfc1AVXYJmsaDuC1qaKOjRLBR8@5jV}X?AE2B@I)#wYBlU z$m#gH5(Xa2D7B3k)_0#AhXI6-El|wpEmsFx7|qTl&nN9R;}cns$AGHWo!gOLTaWxk zB2)8UMQ3fT7-s0u0$eCKWbA3N$61$XM{|={W09T6*qXCw-;X27JTHEJ0;KKFndO2M zhfE72AN_KngSqSVEUs?l_mw?~>;L=W-v6F9t>?70+HD)Om>e>w8aHh}j^zsW^RlEw z&9PoRluZi(P-`~%-7n~Mke9b zIz~qOm=pBU+fB=(Ate%{m)m=9SxURHsgclS1cMsTFSe+D!r?u-d$EW>jZt2f=Cf_T zZ+FPzE8(v9nlhA?-qVFp)Jt}9$1bw}WC<<8__@2n7OlLc`UzeA_U2B>@q=+!#uhfT z7w1NQB|nxm(-40pOVs-MMQD)HR~;*E%l&h#6}zZ>xxWL3ZKXhH%GN97jqe2{Bn>4R z+$PfVqZc06F)m?i7~OjPZXxk)?7K1BDBj_fd#pDc{m@md{p3tu^XKo~#J6F9bpU(H zR8@j6t-%((&UjC7Ax&v9hH>U8(OD1?gIwV%E&(jNAO3b!5pFKd6n=^anNfNuMd(O07j*^pN> zA3t`!-x|)8n=UhcCpCuvjsKgsyWD-KzIZHuXJb6S<=@-SvZ!7b~= z39FGttqQ)m>gEOq$VW8#8BwvRTg&x-|K$BQqivaZ`!c+oPLdoe#eU}h&aRSdmhPS9 z0lA~Aac=M~N-!aQp?dVrCeP$a7}%u2zg+UPCyn6;`uk6eJ$O(G?i7-A0UHc7Jcj`Q z-G$!YkL84q$o*_h6}vgUpR^f#R@>fI-n-6pMxC$G7GH|B5?E@ z6y&0D5%x8pMkM{y68l=ZJQ~zj+}B{~WHcvwi;Hs#2VkVEqTNTquXK4rf%UZq4j21}ii70bNErsE$DZ+~C*wO(yl7 z@gePWPmqZ93$#7JGP|ea_Slmt?4>$6sl$E-ANrP`pT~lgT%-eze2(t&r5Du06uD%G zu5#kUNu(zNqk4nIYAaC1qI{C;>or+5EvwSoLnCsfgi_VLiEqnqbksj@%)X^nXUguS zH?S@$TcA7!po(nvXs>C>4ni4rwCQe%oJeo9hZd7Ieg!`p`pS!w z%`RN%I5q^dNXE6K_YCSXypjUkx$&E9LR)?ivQc@A0Kk}Hi?x1B^_EN za&MS*Ek`LdoYL>MP}^CsALYoWL4 zVWY#^_rZd5{qKmNf;H zEX*y!z#PhWfBz-n_dTpzV^EX{ivCyd`3}2nZqn}n8|L9ON*1_(^sq9Yn^PrTdC=x^ zvw87-kMhY~t-xab;VYrA+RU3q+e-SCk;9yVcfYe=K2~~rh3haKE3c=Mx?ivPO!VWw zu~3;FAD_*wUTn4;2Mi3G1EwIUZ>r$ceJuu$wi)}{@A6wZgt@sGT$}jr)7WYmh$j`p z`_Ie+5ddi4K4nKf+eT-%Z3kqsyJu8^FpT5TeznFR{v!YvqP_B&RYvwa!}IH!DNreA zy!M{!i%*Gh%Q=auJYQe@&P9k89*ndQhiWz-1{N3d;h@5Q5V{O^h9DL*BrhLNaHJi# zcTd+N5_7EvbNfZc+Xn&CDR=c`sA*BEd}-W<62})dc9NDRtFq(%*5nf8|LAkoRY4lu zQ@CECq0XCq3wb=gWn05W|LXhtsO3!WaVYI_QJ)p`9tSfK*x^nC5o$!S9lX=<&cM-F zbtCCW!mhusFPBwJBqAwCe)xT@)3Q@^WJHf6c>g%>rQXs0=HW7BFDTk~3))#>=A$Xm zpI9K9c|_Dp-qux)eiw(~+W@ zw)nUU$#Mo_s^{)c8d80=-)jOTV;)x;f7oG9jyD}GjVAe{OQ%H*Nyv0mxmnM2hQ`tn zyF%SEV4o4LD%)o)@tU1wY{Oah%u%lrqQ?VvOQ}0`M8B8uf5TjRzHWs zS-H5ZE!v3myTk<@)R2-)pyga|>F6WAlEyZAJN<9^bsM7>U!|_~+of zvljLI;F=Nm^XV30mk84`1>A*|1)uX!R)ysN@SMkqtHdgO&%;#t4-7_yf=NS!KD?Z( z`^D*&#p~|&kcp1JbILeG*QVm>xJHQTR`})h=@)DA9nN$F@g70BTFKvo-@k`1zo|Gl zI^wom{JS+N(dr?98WG7`95jB2+uwIrA`9C?wLr=R{SNm9`QP*z`T_0w_vQHb$Tj?9 z{5{4ht7&ysx5{K-;vc^3e;N5w_iW+UgvgvKICg-ltdvu$uv3`)ln4_L6I|5X&4cfr z(;{Xb;E=1HLty~VD78_hcre#j9Ug4IV8d7_I^VQ-r^k);ST8eJdOA&WBnLTKIBN^e zF0B9a7z)p-)KM+{89$}-_Rc7i=pMEvl;B_D>_){yS^uZ84x{|HS@@*(_9j^~fL9!SUDIui`ySZ8v^^cyX^dmC_q$ zu~u3PNw`hrx)!#m(%)ho)9|LMkdvPPT}m}&hBXwz*vU7TKh|fQA6Pqg26A$s^pNF= zkx~en1u|ecxBK~vCz-^DTYp)G-EN?8 zpRDNg;HOLyAe4=Khkr#(f5tsU|2kZEEVv z*c1NDL;)(jfR{#nK1C&aY;@(7^j9Px=kQ(H1lxyWps_@EOzu70%fx;arO;J-CL!ly zsr!xB8lS!^OU)wSC>mpi9*$W1~jS^}u-GJ2CW6 zr*5gz-YHfgDTW9p_y;qw#-Nf&OY`62M-6Cc!TX86Du??;qg3tv;~G;4=;(Bl4$-lR zpE|@jo+|xK*V=DT(G4qkxUBNuK`G^nbvggjgt~i&gA9Qz&r;RpzH_bq=7x#MA$lTI zx9I+&Kj(A25GpQGNAm;4cfekM(qgW%VHBP!pdIi>_Il<1ATGI9^?12blN-1o;PX^J zBpUkh3IrC%ffi(X=c|WKr^kurva+&0)cWJ2!6yoEXAVuB)do_Cpw@e~%Fr-T#i-Tn zE&QOD0Y>8eIK!Yzl1Nk=FrjmO;e;T|6t$ynVZ#*3a9!(4JszeDcVKis)U*ZxIghvj z!}_PQZ%Q|hDHzU=$%l6EDTWChV5g>@G98&aJBNh#HwV9KeIW(_#Tr`zlPa61m?;+x zWJ7(piWFYlR%6#Ce7E(g1Q}=Jwj1xmqFeepc%5Q37mv-HwskgQPyQ3$C|SFOr=Dt8 z+Gfpz|9%FJ*JotLVe8I^mP-r_T*hz2Es?LqdITui>S+pQX?h#d_77W{F0HD3vsBcY z(=4jkW?s4Mi`Z!zpIMXEB=g}0G0;H?`=B1>=qD17>ld@h1N6@GGq8H2*6$m(`iMng}kcDo}an&j?ry`rj;8% zT0C+%4Sw69cvt%I%}X+3yr)oOzuvgcoul{rOQv?yKHGpP6|}HzR2%_Mo|bbmrw{{~!4I zHFl$45;vIYVRzM|C#3@swD4J525%zopU;f1!G$flJ)30e=jVroAK<_L8I{~bk(xbt zGu0F6loon+nf5u#s1>kZd|nbd>S^}M9(F-GR*m6YTwubkS1}Bj1BXpC_^Mx8QBXbc zyS=2V1J~dXXb`>Y+(ZMnkoeTQa}=WM!ts%O=`w zr$5x{iOY7|-F}t+B?8(jFj`OyAhTBp|K=*S$*M+R{~#(G{z81($YH!tNQ}8Hhz*oopUrofUL$#!|u9 zu0DKM%6|1Dwd037Pq_?`(l`otbeAbt-;{5S`C8$lMg&nO_ z;5k3CygAFcdF9wg!r6Gos}6)9C*O=8U;VHz5!yMguJ2b&Myc9^X99&6@QUF_CTId$j=`+IA_x^!`wJ zWpkYrZ1aF;?qFwA(ED=MLM6a)8Sd8vZRY~b`ARs}_gv77(D#MXS3{sEkTk;#^ytAl zj+1rk#sBXG@n4tAgCAbkzT8EY)88=%;BYggCeb)RX|3{X=v8MhLegk4ch%OYtt}|R z4$FFc*Yb>~Al@Dm$#vAL1+cnT2fYWrx2|*xpD!Byu5XgLGUQ*Y6tXxqUj}ZVyvX(o z=e{DV+U zkN;K~LH^UeG{1+#L*ur^cZnPPq(#p8=2wo+)MiP&FZ%JC_4Y%aDmWlF)W*eupB0|p z7VTl_u}CHBW;(l@rRxWq>8OA2H@a&Qt{4@Q}wB> zT9$-7?7C_hqZyCfyu4K92ak>6(L|cCUbHj!Sh$&^a7Qq4li=c_q?iXQh#vIsyyWmA zsmYrvJ;~R56=pd=v&8z2Z{NrU}|5kSmm%*0ww+eCt()5V};#ePnvqD z`0dd}hCsh&&95G0_M33b2fTU=hIZ<~bKKbe9cd`4=H|W^CXuq)&G)~1M*Pncqzzf# z24s}EQiUG&a_ov9L*>Q8x8gB_!Oe`Yf(Poi$29h*V1Lv9(yDzC67^m!Uf<6fkkhJS zH;^ctn06Y1ouS$Z_j~MwTlo8ERD#l0K(I|k4aj{ma>5OMM_ain4m)}6Goj*4QnG`_ z8S}{%^Syil%PS>@%!iM`^eYPIs5yRJ=~&NXw7)=MV_mfHJ)w4_q?E8qSk{<7uOZrB zkiSp$vz0Q@woT_eO5iyvj zp{9(MN?C`0V6GxEq&^$W$y}XU_4KI>-&B%|d|QxydH0XAl~;E=vX_D#J>5=wN})51 zf=$i;WupA{z+$n;med?jreCs9#3`%oB+VOSKW$pFkJ&?mc`RU{l56E4*ydNVuoziu z?Ec^r3H2^0KXt~xxD_+v{%y>`;P3N%)Oh)1RMs&72hx^QRuA<);&J;pkz$Wk2q3K_ zBUk14Kg$VMocwH?=PjpYoOq=B;{dMCdgqVXw!ATQ_{`_?EL(~46-LtXd7bHyOQIao z)VDTQtm1wy&5I&(w02MH%1P*lb?+qHZ}WYcpr(($?KFgJBo(PYZ1*nxPOFwXHSNrv z|L5ld2m3Jv4%F^pHV~}2gg3ZpSotnpm zh+)3Qolh&mPjM~+JBNt(?Cp*cg^vW!v_~?PtVYs5diwjkv;AVLo~8~(Znj?IGdk7p z!NhlLTaKdFl8_+wzs#|vMsl|3PqUorOZH*8KBrhV%dCJ;&0k`TD&4?YXE{Sc0L(g5 z)3f3G8G?FWGU2EuD-U|e0a%xfB=gM9ozvfxKWrFuGRp(D>7DKGw}kyq-Q7JWDA$4X z)&P8Pe{g6-5q0SNW!u2_M1T1_jnFEWaDM~u*&R8VMM80L9Pe0i`NmAEUqRK(j)H~$ zUr7XS2m)(P?{}!Io2Cm02NUXl4QVw-iyLO>JiYh#HZT6`-;ku&GnjUNc2`;1i%m`C zu9dK(DHo3t@MLEq7WX(UMKL^H7!YE#1m>qN*dy^lPSX~amKq8(OVg`6P@5{Xsb5F_o5f|5Gp7i|=^S;#7+NnL2 zQ#C(0v!ypD^IBpb@>p;Ec(0_Sh?2NL1?z9e#`FccHyA-9B3!KYeF*paEur<>7+SQI z3)hiHZztUzw%`3WR+aiBtL_tpy#u@mjM2DfBC~vT)6xfHM57nO_xNHGL}7Y>I_mRH zrldka`M$Ol6miu+ZBmuFY^dN=Xv}K_{B9&1IJXIx(Mk8FSf^vsx2lW6UIh_3M-^C? z=}#X4W~+m-4?yL>)I~qZ$T2(S6u0}Wr)O|gt-KPbZ*taDPv`>?6kVceM!Io9(&7tZ z?9oXWWynD{jQ3RD$mC=7e4Rl|c8|`J7WQ6X_~cpb5g&5_YlN;+s_5y-hQ%=CrDtsq z9~^j!RO>@O(x(I+#hgh$9`?$b{;4xReMQVc@*ltBX2oq_GStxTH&CzB#?97eyZPsE z!6ywH!fpmf3$GlaRT!V)4Kp~^d{>DreL3@T*L`^`LCPhYBpB?CHe2UacPO^7;dxVU zukxC7uHN*8qN3t!15bwUw2q}0_@4E$BB`s`KFYGp=rT%|>Id3J)h6Urf|ZH;;=abV zM>V&lUwBq@c21JoL1NH29;)ne9&QdnDr6DiwFjD)Ai)*iv2vhOiV;H5MGo0v z!_2ZRp|#+g1@rk=fm~8N1qS8@4Xq$DCaj<;}LfjMee4+ohDKK}9BOfS!z+G;;a z86LtQq06#G96=pm`0Dz7FWTw?tHs!v2F)dJEa}C#>@(?~(eM!iw7!_jW$B+b&GYsq z87-%ciK^fi8%e9>AT%pLGI`al^Vnx0q-ZC^J!P?J)wNL_z!FSvm)=bfF`_>$8(F4@ z?bl#1jYDMC3X*x}*Y@6SRB0}+f!dGq_4FtOq>M*;z5>?iYLepPGgrX#qHIW&>Pl>X zML&rSL3Yzm*A-Y^IRI~hZpMJ=og{u+J!hlB&1kM}rKl^7f#kQ|pzhabS5iFQA{&=z z&Z3AcF^i~mi2To9{-Wx|Wh3z`{U{r)hc3;a&c|1Qg zP4sDcuQIO*`?0ceyst{l=_TuM2E@2|$z;VmlI%`wCCq&wLoUmx69C)x+|;BnNU}U_ zmP3J})=h$xcgoutoxPg_89>fbLT63Ow;rJSfotHGb2e>}G!bN;2JrS)h5zP+Sm z8QuJ49L>zpHgpj&__oyjY8+uQcV2?JDK=^|M%(xA8X~VkUBRbqOI@Aps;!^+3Da7Y zj47D@6k|^f0)tJyscO+{MM*Zq8?X0sjhKHXFQDuaKf6b-s}b=0tk;WKvc<|#62AW4 zJQMwDjiV8A;J#4WG(%+ag07k1j*pe+Xe!THGpwA}{a4e}50h8;(}Scupu;}cGD z(UBs8+Faic`5b#u3tK?&d{>OLst+GZ$-QgoqPOs^n=cx(G1r(r^c3@5zVB&8%VQlH z%e*!7{$EdN{^tZ9@abhO-d(rMa#wRH8^3Uw_wpBBUuCMCC#??A(YfbkAmW3gV;Leg zZ|5CDj4}b6`OIJqHK#25K$H>F^W#Y2jH7@7iuO|JF5?D2#-hSENe@>K#?hod!+h{U zd;<&6;rZ7WbZa4LR}Xtx7{@*rQGFI8Cz`{m@bI^rZ`#UZ2XtaQ^NCb5hEv5@tn?I zMp0z`&z6=-?p4nl?HI1TG(JntGW<2=Dc=QYl!J|}8-uh9{i=9$@`Whv?lSZx54ys0 zd8?rx3W3I)`7y)XBlE4xb2CU+{Tk};@)2$^(ZC%(#tv0z`W(&IQ}z8C3MqTN(+xNXg-ckOfN0MJb=&Hv#j?df4?)tu4<-h%?9dE&TledjtLd6 zcVDi=b`;c{V)xouS#jM@chN#@c*Yz2d&?>Q6*u{i?C0g@)zi<_>+}0v5#u%5*JdIx zaa5_f4GSksF@l^H_}$RlRt6aV{99Bu&zD4$fx8tsA~FBOae^h6jSTfE6T;P3O2(~g zDH(V5JZ~`sw0=cwW*Qz|<Ht56gg{S`7*RHBwb(QB-jJgl1KM)X>ke5JHuYIx4sj5CMTg;S1v)n6t@uhhvK~RsU@IzF96kl zX%crpgE@4?Tb$Gn1p_zmvb%-S!-7m>x>%A8DIFL0+YWEVj78f^e(8L7L$v(WBu^lY zJ~NWE@XtN#(BMxWty7Zr-4rRcs{}y~^6v)G zDrNWbYTk6|Z{HTRVu^S?aRYS~FSU3w|0EURWeaRZbyVeE^b3x};n%Fx5=dxuqPG&& z>n#_1k__mZx})&ZgyWNIJukCMfJxC8oO*b$pUT~qDX^2}D%Q1D^t^seW~Jnl!)t}y z8Ja*EIAk2y_yh=5cj{ob62B<^1_?{CK0FTfesi4n`18YaV~Qw-@wg;HPfc%IdwUne z$&I!{R%do3`HlWd48QxEJo>+%lL9NBaesGO^Icw#D+!Oyj1v=Yq#D1q9OLBI3);t9xs4<}B4;<6PFSeVSpQ0>yP){`20%^^TBr`63Ge!9PXb>o=3-P2> zk=wdR%E^vC=8zDOEgfz7Xr5Uy4@4)9^yQxu4MO(1hxGay#G?huw{hsl%#`x=YIF+%YjgN#6-ao@v!0EK1AN{|hu?H$ zpK#K64t@Xae#re|-*8&d(o`-xPTl;h`GfaCqvyt;lj;L(K0&=qj+6U8e9eL5if&*^ zdo^V&$8<>*x6e+)KyvO?bHEG0vFt)fJw7q_fqHkhGsd%w+DNY0T9wJb6T0ST+rog6 zh@DprlZ7js{T9z{%8`XF?~#;c3MLI^N+#`#d3|i0AK$XRMU}lKyE^#d$S5?cR@>{x zPpu(X8#FnX_Ey!fEWxq17N-LDmPl}0G2bTv102Fz**QZfyhHMYhV!-BJJ@Tt_q`^& z2Zt_3;w~BmQ+onvSzlv4?IJIPt;r#E&A8x}aN|L#$i zzMc0k-*MP$c@eC+gWrVb^)tufG?=5dry$=eLj8M-AoaNgQ$4?%o5oIo*GHm#X{Dtb zBLKx2JoH&hCHw*8d^*|6a}JkUd}Hf}Gm8#pP6lqgwEzcY!VCpL=k*rMqSIEza_S8i zq>Mq*Z`$MPuMHiV5TV;s^Dcg0kAW7zIA83a>#jDq;z33d0f1ctVkP%qHw}|bY?`pXD59*kcI+Pa{XB4a4$bh&5ov5O z(L0r41*WNi0#eCz1N#7Wcsct;DkfOUQ-s^`tIv#!Oq8BtFxSMc?+#N@|w(GyG#aNcz_D4 z`6I1gfoJivXLje>XTllOq4d7#Z{rU{PDD=yOd32Ld zPj98J_{@#UT$Y~K5K6f@_k*xWpS{|;0gAT(1Nv*70tP@&!2ReP1K?+0cc-NbYRZ4% zBG17%Xj-+p<0x-tM5l~bspd0hc!C=0S8(Gt(Ecs>!{vVUE%=E#!-3e7@IJynTAQcm zn5|2iUAF{ngL*&?&`0Sbw~-OrYh&oSqzM(hz_rFPEys4`9(rAR&L18eS||aJ9B{^| zU%Q%GzVBUYJQKd?vaoKQ1;K5w~+ z%;zxi`?%PCM83PflKZtT!ae@?uAdpGAet#S!(eNa0% z8AUs6W0-p9Jt&e$tqw;e26%1^PLF~<=T-BNi{`PKSK`%?p;Vh5{r`}hM6PZW)`{NIQH zl^>cPzR8;i@EgnOM!ET)4Bw@n)tj;q+sEqA3XYc1iU$F_v&NTL-esa~#;x_YpJL2U zE;iqF@gH0O9wslWLcB(wk5p)5j0LbiqdNE_0(W)rtZ@v^XIJcu0+4=}CA_Gx^}a^v zTbf-|w@by6sr#*leC7T}M+cjNR-ClagWERzw68B7!~@h?jB16Vhxeh(-}WfwB>Znm zq{|v^=aQs9R8UtG{;!s=|F2`c%o}2JtcT}6oea<2Vxd3c)6hc$F+Tzhh44jHM?cT8 z8B5ZixtGy*`|g#FQ)Z_-J7*hJ$~rqQF^p=j@{g{tcP~E_oV3sc=69#3bDj=r#>St) z%Y0Ogioy+A(K*iN6h>Xz_*#q>Hy&EH0(kTCUMCdL8z`48BKAZf1?rm}gmQ`Zm#m-s zcbC@3hF4G?ozi~K!d4Wi;tQt!{97nw4Z)#!MjOOr8BGPm0CqTnjb9w+p;2Zal)^zc zt@?cV0!>aIZRijFb)z%B_gSy`Z6xfttn#VJ>-yvz(Hq9lzhh8kq7Ux-!^EE^E&%u- zF(A3?(+6@n@RKkc82)KhU#=pi|ErD{bWA>Z4o3$EE#3uV{j|dsp$IA)whNLMva5gE z0waiTg77OYTfmOj|Hdw3ADI^JNzO>(?p0rsXNaFk*hIXZ(MVDkvbrLbM@Is`Y{&m#@5 zLmSkkbAL_Q<<^TthFxqhefr>~#8_OenJjKWl5$#a_Guwi^T%)D6ax3w7H;FD90;*0 zm|UmSrEIzWou*+T&h6i_ONsoHPG$PD!36{Xif@JwGFyD{7JJ6_Yjm$w-wjsRb8FKX znK?`4G0+i5{yN+|YxRZU%CY}@j8R;F&RN(R68FSKU~BH_vx}96Z4YLC5f!7F${g}l z_6}og7!~SZcRzm-!M(nc4T{ON_fo&i*@O26)660F0!C?b3SNW@KwOyr_7+-G-JI%R zU1@C3D>sTYD&o7}{<3P%PhT@sJ5Sh?c~NU*FXM@7V=y56xlQ@;_Y6(U!Tp$11*YM- zg&u)6r#9n%JnRtY2ZAI}Dt$v4Quh^8;^$V(0S&}rp|~)b@@19`uHS(i_!uykBz!A1 z#!jVg65>))EH$-|H^PRp4Nw=%`@rR}lJhQf;nMrm!_z!`1+A$sr&|}XEUb_$B8)pB zEBNSi3D~0LFjZgBN z`=pOcQ+A8L2?P^o$l09m4}zq8s53IzZ-ihod7po5cnbZcwRPZqsq-budClc(t7txL7+ znx|oyt+16Xnzg!}(7Jar)82Se428&f`Ru*nyO2un{Z2xDF<~fVkRy6_)t2#ebL#GTud9-Ez?|JTC8+6#O>S5+J^}e)zEg6ri_)<1Ar)+n`KO?d#p(@jvpvq*|5HBl#h+HN)S)H z;645EhBAQ4^!KphHV@bY8VT4fxd@U|#5!_H@R?z*Qo^htx7q58rk3PBX~CIlrZaL` z+9aCqk#4=XX>Zmlf(k*>zi}x{3kSES6@>7;%ua=3tE-9RLPx&6=MZ~aW1lR9>#L<7m zRac(3lga|+NQxc}^(HZnYM*WX%asP$*yxaUlb7_^%2k516wEUo(H0_DOK z$%876#?9oSjaRWc;CnZObp}Hg`vVNMoywB3GI=g?LwUXoX7!3O z-~F%hhyU%w8Xjl>*oP;SKg0sD%?^2WRopmYgDhGst-4|b{7jV@*lYRDz^uoyHd|p~Nj>*NweUv8hJMAqukpIADD2lH^W>lS!;IVzUZ6=3|Xkqnhs)ISqMh~|k=vXIlMTxUR5c8W8h<>g&xy`_fC zEalHy{LMGf!kx!-q7_E(-p9Lj9&Ei7%G9UFl~Gx`Cp`R_)}mvgN6k~e^z-c zCpd#>;iC9o{#<&KrOH@7Q+Y2J!P#LA-u8mtjGgu`;+s*8CfWU(2Tps7&O_EtB&Dp_ za+CjhGY#}U^&Z9pqxpPyW^8w9D!NT0-Duqa=2?vRTsP{ZvfqPQl=h4NJsAhCQ%&iU z5hU4*b=L_6H(Uq4Io1}Rq%I{Goq5p}0|12ptWBnVzn|u3LH8(RU zXlQIe(i3P55BRR4UcX8@OK~e!1g&Bs z+G1(GdH-5V^idL!*J+Za&3OTcQ}K#Y>}bM1P@|296-?_V3H{=v#~!bo4!%`jCG3#< za9QA?dtJ*0B31rQr>HO(fKms#Uf0no*Q7u|M{h3&n*)$Y2^Gd}sSDBA49TQV?XoiB zSff#aoJg7QbdxBK?SHKGvOzZ!f=}N**>P&o3;8cM8#WPA|COA>)nrl8wAHo5Z{yY- zPF_mH`=@979(%0U8w!QXCF^8=Q=@g6xkiA>s2XAF%QNEoa<9W56gxuaj&ZA%>^Z?w|K!eA&gags9Iok9KF)0j~&YP}K}@+2qEV z{xM{sde~~i{+HZ+ROz?{d(V@(Qmo7ok5Bt=nn9xO7x zM8+{&<(3gIQfhP$uGUZ6IsdNq)O_o)kHV0CF||id!!mb859Gp%Xnp%$EH<^eTPvBE z=>Rp$d7~GL`x`t<0q1_ok_1Pw2g-~}Ln$Yy9P{4R2e!h;IMY@mOmAPE&~rKKyt_MJ z12>JN|JmFQe&i2AX-Kzx6!gKo!35xK7GiVbDQtFj9A7gDN-;fc@oSn$KEE9>hLhH= zyNpCdCmU;U0>bJ1QRB?9-}*^iCbJ}^-ZAc@W|K4Dtr2(t9BB94|9gzU4*_qTCy4~u z@M?rm*6rQ|QaFMkwgw5fAtiX4K)-$EIA!L!DeX%|n!yU~;4sbUO8W*5arJ2#5p^)r zOR1Mnr7?d6hAYj!4$M+jo_>RHBp8IZNzKz|!0A-fS|Y0klO+v(%Bt|7`_H7gl0Jd5 zSn?)BADo{Mzg{-OjVDSiqgYExdTG6NHXIzGq&V*Ju>qQ~T`U%xM7J)(aJYa!){i<` zeiZFp|3jt)Wv(8byuhI1@^CFKf-Jzr1corZn{LPyS;2pE`%|LTYS3%I@jmVK(=e@cM78bM$9}V^Y zKq-|QYBzYV^f))^u}*AYg>BE5EG&dg2|tjrVlo8Vx1>KI`!8MELyBHkT+`PM%c9mW zJbjq?l`N1-YN5OhSM;`nD*rvhXB_LMl`-vSl3ZHz)w_?1N45!wt(P0+L%;-2h8q}* zusYIDUIw_MToZm|D#}RtD7q590X#hhBu8YT%S~PXfnuTikuf7G9*k>iovtL|ZY4(2 zzT+!uFA_|8sh6ekrCod4${gfXB@FK9()~ zv4L^`6JpE*v)X*(R_!~el%&_l_8(s)TilXAcB-zf&#obC;U2$&7^z+f4dTvtdh`ip z*wa+{Z54~1JOR7|kLJa=IKJ&d*-OIWHUn0~62lB&1he7NNW%fkGH>tidITKZzII*1 z7)$StoqaLcxV6k^eJ53ek$!yHGZGy|nyw++_Ax6ZMXt}KsU8j)>FXQ9nW|;Nl;mc> zGT^OCx}G;Be=?_D&5k5!RG(BEQA!!*M#ndV*DT$z;3p%eekL$DxwddHyA1)j&9GMT zKh;H_H-4`ld>{z_p0?ai|D&*nSl4@o7d6Tz8IYuDtoK#tDJ(53sQY_rl46cP;0=|O zub-PsnXTS%uQGe4%MjD`)1qHkkKzg4NS^}^Et>aiU%O5o9}Nl@#2HQn7O`iqJb4;V zlmp%Q9MymSXHJ`xu&{~?_T;a9K5c53D??UHM$@9>lKR%UFqZ*}kDVSEmv%8R#cRH_ zys76)Td2!Sy%cEzAVf|*rwr3tR5&NAjfG5#4=D^0^XP}6PFUP zlb_g1%B=-=Z z))j%#&Hhxgqt=jM_~^Q-(}tZ8qSovx#IxviCM~Q|)}v439Z~K_1@nxiLEY_>B<41z zONLg!9oZ&s<8ppAF%WA|?iIhg>nMJE1Q3R|ShW|KU!u#OvrfxE4xVw40YP-+?Cc9> zabF@0h4s9(1A~ex2E3XYumZb!X(`v(j5Qa5@ZIrX19l;yZx0D(3TUnA`J7Pjz64G8 zUar*Q_0tgeVH>7HcF)&sM7C1~Bh&O?U;T~)1%P$mOkWfM!v;2E^FZXx0JROl$x^9OiX_?J_Q$G+-+ClNQ8y^~q zo-bXEgM%VX437-lR%&?ajs4=f&oX!b+nS`xn|zh6om6W)*=KriCy!|fU|$eqqGG{Kn^^;8EJu!cBZtgw9Z2_Jms z2Pe7X6lYtV!wur1x|DeEL8}22F(q)B-=5qjb(*r%K69BTCSZ3Z^jXf!p6(c-{3Yj5 zzjGG1=PM8EuKPD+rVK1fF+xy`SLwqWBR8-3M7{4NRi!)h zPhBv7Od^k64j@_jstH<;@L8Ci;#d}_X{8|6yP9pdG z=!*LRX+U70;cfa%dg4!+K#aMatboBwZhNh<*I*-siDAQkx6<17t|Ui>nklL}d|4Xj zEYfNf!IGlX==@xCVR0bR+QIr+M!Cb{%@5fu5f425+RER+pUixGe+{pI=j@|o`##TL zsAyH1<3a&jS5Rui%uDvGrnzy%8bml4lKRIiLpnroEK^Z@dTuST#ebb~`koJcw<&X_ zjL@DS@sqJ0{0PZl#b?`NsM2tFYnN`IbS}9?(XYvr!$~)!CO8{rQoe{sc z37Y-xi+PFN-aDJo1ei{|O^OWU3DT*p zUSKDKnup{=`|nJdz=84Kyc>;|3m;Ar$@`y}D^cQdNvpnT(= z)7l5YuQ?ogil~m9Bf}S*cDInt4p0`8v(}~LF9ti;+M%X2gL{Nsi%a@S&@^&-&8>y& zBrY^fX=)%31*`a)l*?W#i(EcY^4cl)ff=dS`kC`6z*yhVKZ_c?)c9!?vzuWcy-1E& zudMjhAr#`$wDyRX1%@l|CF!rl^dXWM2t%z1GyvwuB=%@3Q%)}7QD`GBGN$aPk^35k6G2T3uLCaC?sV#mPIKoeQO+tPz+%wYFRzEqd;bzkQQ?#CGK{Q~7EpY^seyTz?guazF z)GSkvP}gKpj-tkN-di>~TlODmEcx-eB_K)NqU2t5yA|8gF1jbnrn}~PfVrRd!hpMs zLd0f8Qf&8!rRKpmGc;4!VeBNtO@b}^$qw;D=Ku#$hPc4%t|j$Q)*c0s9KM)UxBoJX zwr`fTXFI(KLaaskp7lK90W-C@BPdf3ziWgNw^_$Fc@+N=TPE_5E&aJOvT zpP?V@k?Bk(B=-ZU5Dg~-rHaL7_6(RupHg>6FnGGJ-v}->um5GKgJJ(2a{{9vv8JDv z*3$lI^84k3Dd#QVw$ceEXa!`~`88FnKh?D@_cd?7hKCxX?jNlde}2tVC0XD5)UYl zxfc8U7iEQ<@9PfI7~k-~y~YrsFN?a)Uub@en*rp?FjuAcbeHSZq#(+9yMs2q|2Sxp zXtSo`ik|0l*$cYsDI_))k_rd05w53QV%Y_M(9_rd1)rub#YD~M+bED#bvm$ z$oThWA6%~UnNftmmS-4G_dKw!GoW339gRy^N{dCa+g?~y(Ks2~{Cq~@!-%ek6o~t1 z395!X{ps^O#D}o2lgB)gZ~d@&*Zf}@TI;JqpWthrM{5YwHJ2`4Ktw=UvmWm{>6}K$ zz^H6B<)cgr^@zQ^q!u@Qz~6A`O3OnyO(Hf`g^*g*C+hH4)4TpF`ZI+FjRF8#kO(EneePH*zt zX=yNsxz^+Nnx4HWavns)fey?W|IU+2mGAlM&c!1|5w=e#r5nGCt*9TKOA`w}AS`=H zJ8;a1cAHh#HIzi}FXrribgHkd4YOaU{LLg4_{)f>kncun_6P9!?NmF)4iD$`jYLM2 zrc&^&>Q8VbC~Vs0`(>a){FtWo|7EB!@5jh0EIfndIH{izNTgcCiZrTh8W=*-yW-i_=X8k0*K zZ{jcdpOcSJz;pvbJvlJXb}YuDUA zxxaDQqX+Rtb$UbQ&d5+LWdN!06w8Qv+&x|bP&I%_Sx+drY>Q^ zRJtHrh6A1(i#kOUpdYcf*Z*9}jYx=!WY-I;B~KG~UavabF#$8-18NUQ8iA1QQsp!u zCL?pBZUEV;ZCkTj2wL3LfyysVCkw%Vn$bpRxin(;eBYsg6ND;KJ zRnbo-x5S&>iT{Os94SL4cbfRb&|Sr-|7&STdp<-VLXV4pVx~_`4=nq~D`Q#ub91Fn zs#4-$O*eCC5gK;_G`kOX|J%z=LP!La`y`q}+%`Aj)nEIkwMmc#d_g5w9EkJz-|~gy zjqv!`!&wjHQYQ63s~^HVc7IdJJmMa0f`}TCPYHo~gR8|@Ljp;!sW-GUHJ)dhng%*} z&R5?FUa8M*Dz}5?1AjXKFJsOGI93CH^+Z2I`e^+aiNj1{p91a!Ll^-r6pM zeO}MssAwzvd=0jgn%QOCYxA>$irDVaB0tKI)6YqP28jWhrk>f z{C<3~;o{D87uwKvePyEGJ#R_)e$93R_Cv7D!sGedq2*Uu{0`4lRN@M2@Qi+%T&=X( z@nyDA+kV9OI0jbi+AUosi111$WjZI@?P5F+#jSct%ockFpJuJcIZu_&l<#`ro@Sb~ zW~!&}d0gY=xgR2fVvNMVh4_@u3`HZlk6HkE3D-mzy?&I8XD0sH02WFUt#5EM>*{6Y zxwBk;?z~;gnPRN?b8#!y=NGD)y2#f&ftxKcH-w7f=}RFF!~B@lp%ewMGom@u$FrP| zi%X$N=OhKfaBL5$upkZcNe8q@#R!2|--3_5%Q^)WU?OO-AHB(aPW;p+dj@{PC$V~g zbkEop=~06*N8^2#N564`?4C8MzqZ8z8bC|u?4Jq?r@SdU2INqOKP`F(BX5W4E_=Q~ zh_uJ{$u`3cf7&NNKVEk*ot+`?%$N@k{fC;GQeh)bfyyEOc22{ZfZUYG*UOU>>o!oF zO88~1n_hUEn9MaZ3hpqxe-j9O0nu=eGkW#Y!$6_8rt2UllC&zNf>j(Fq<$T^yH=%_ ztQYZLFYB+o2|p9f63K?8fQr*9J-5@Y9$VUBz-|_!v`(fo8PZBl8xfMj=>l=@(_e*O zn<4qeQ4VB#Q};s?N}gnrvGrv%+mR2P+?%FiWmU@b+4&fgp6GcX`)38gHT5z?fnxP? zziv)B?Ztd5AHk_*Ug3YnP*pw?*h=%lya-z*iFxurJqQUA(I{Y6rWDJjA_#pv1Na}g zN=QDP#fcb|?K?WzM-^5k_lhax)hz4|8o>pQlGrnvkhIKgE-s1}_-?({YKpLt$ZB(B z;LNes=DOZy2k=Nk{HDtd^Hh|-CC{)jVE%;KZN>#q6e87F*^d6>RXr!dZ(C=7r);_Y z%~=B#xM}BTb9#MTPN@tD9QW4*%HIh>cp-CPA@Oi~`fCmPlrch7W9uICow;^OQ+ z9_H!2)+0@M_$Wd{zup^Snpnl)jR;#szR zZ=soE?3D^BUjHh;R*C#?FTh{@&B#ZzF^jjxO*1pZ*LaEf{3imf`LZ>{?=WvG4hUxtCi?;rZ&~cf1t}+O}R8V#jz4^xIdj)kdOR$>B5<@6ZJ^DRWP(N z>={?Dhtusi`}YBdk4Ba1#OGLn2vGdXjnQN;sv138B460(JXwIvp1|Hv1&aW-xR1i%;hGzf4v+s4a@sq7p~Z*C z)Z->HqN+f{(fj*sHi0wtK%-UE^Ty1ME-_J|^#G_c3L6^^WMme|3zoX-&b7FJD;yZ| zUg&$8w|icPvskpKiFT}$QLx{gfsBQcW9YRN>zTxH?M2YR#Oe5s30e`*g-z9!d%!|H zQ7@5uJGRQ@YBg|@MQU|?N643Do18h1bn8CL{!6bbJOUPRp+P|x_aAs7F8-+H63lVD ziAT$mM?Y1hyn%#<>+{_cZ4w9TEx!%)+rFgcG{w6L6VFyll9zX7ELr!ATzP(taFEpf z$yoF^H=NmTQ9H)zP0H!(+%`O`U{H>e=9XzPL+p>cW*)+}{+0UPkDmZ6q3hps?o6XOJM&dH!S01CnNQk}d7z<^ z{;7{lVZsakz!e0oBtPLSPfaty4A#6L;QR(vP5M@o>3#{*N+ z>>nTjaC^w^(z7=^BQ~knjYhVLZi0CZ_qE$7tEgGxr@Q30EX888%Snyoi zyM)yDMw2qejU;!_gh$cpU_)BCz%n3|Mj$y-1y+T<1B?4sCHVr;csZaz0SMxm&24Kj z?j~*=C5ue<*lev+iUfekqzndoGR@6SX255KokB@=3VL;X(?iwh+N1+epNmaD(W5Gm z>n`HVWoa_=_uvuZ2dvjtuAAk(=3^DAFG2s^3t$2efMqBHYqFLS=GY_3(=L}2W^!5( z4_?U6WjPb!|Dt2|UAunUxJ@dmiO*EsaltMs8Cn)(EiR73+(OGYbA=F6K0-R5F>KeI zz2YpDu(g}v<6<8OS8;M&%I`?q8=%I$^k^Sm-!Sy@_W{|n;~I5?0=MsJdSTPnUf zOzlbroFZbMyfE^c9QsnQGA>?@*V~fa{BR8NLc(bgp7wVnq(dGYW@5);WI8y||Ls)K zj)FWuQleSP?}BwAm`6?KI`L#cN#QD_DQI1x8`Yq_HlU(U@Amht;FL+3mlLX9SIIo% z1{0O*g5l)sZYoeOM+YCESH3A{gQTREua08l;inzDtT*x2=V~t{y$QoLnC|uyj@RJ# z%Pk#G}MB@fQ+S4OC+XLLSWSo?B*(<>8J@j7Tdg#`5-UQYhOE24JVlvF^+n#=e-~ zcXF+Qh6u*(J>nqT4^PqS&U!HLrE#io&~Lx%+K-{|#f}uCe(vLh#XQlXmH_=eQ1B<5 zP!bUCk!FOolW4TM)sG(O?)1+dg^#WNBIB9SYVRxMhfXDoT{ZDq9;iIXA(vRDbpbB4cI{$BD>^0y{_OHPNFnxJMQbNHgjPB`Cis$11 z4DOok?@(}(KyD*Tq(Xa?%K*s-eSZN7n^Yt%3;7Y9R(ZGDvn)sO-7c-$9fC1 zu_ToiYBV`qwcRxiBe>(fZTPRgEKxtX^yrK|F$_GS)5Se*|HlZD z)j-UcB*kU5J@kIrMbO4PTuzYD{i5wT^HJVC^Zsjb!M|hkgPL786jK<5ERol^5)rU> zS)c`xzRaH5H}S&4Hlsi#-^p}_m}P^PN7{n}-w+TQGcc;F+7e)iLoN#xni=8bW(<-| z9B8n}4so44Z1G?6b_2YWALp%e4!2Gc;+n_`I95`+zQQ*VQvkBs1Ycs=gSHeGBpH1p z_v$*z7{1II-8@K(3IRY`o?eD_g(jg8x0r0uw1YYmcx7NnU6jDnJv`3K(aE;$MmFoN z&m}Lqmi*v^>sM3=o{E-k`SmLfNjJ?RkDLi-|MgdzMu{pA!bT3*>AB7Y)=-vY(Ba#% z*Kik)A1%mGj_k`}LmhGnSv?X~1+WD{(JtrbS1(|#w;8ZktOYo-Ek2LvKk}!WMBrRE zH`vdq0{bhE1(m)1Gt2g5c}r3+{2WlHI?>l0Kf2!R%=cD5Ydt4O8PVA4KWnewSGFCX zhb;6O^4#PgeE3D=C7+)OeECG7%1@K>$UU%x?U^oM){#WRLYWX6BGyweZ0scWn3$dOZtR zJKoRqXCm+Vi}vN!ueIj%$W+J@3@t0lB^BTqr4{aS1P7ORR{-pnL{m@nwv-HINu{0d zmO5Bw=}VKA#O6@iQ@eHPd(Mx=IH&h{SPk`w7q@v>mFD(&;x!If92@7pEtO|O9$P;z z$6{#{WtS;h$T9;)$uYPDXNqifUB_8VmrG5TXY}3NyfpuV;Apm-wJ&XG>@~eERoi76 z*fyB_!@8oa^^xQ&p8PR{s3Yc}6K8pbKz%Gi7sN@F`@??j<{r$2krcB!K+Ldt<2Ouj zcclTKf1gFu==`LV6@QAdaePZn``m*B2rd;HG8{Yv>WU-F-%{eZ@0W1oWwYsGj%IE8 z`C5LrGLi)BT-q}@TA1$@1NL0zwwEk|Pe3S#N`ud?Yjb1BHMsk7(V(fo-%(oJ|F{8o z(AYmUQB8jIXyAdvXd%MQx(G(b(e)O)i$Vl`R{E$GWA?+{J;KVJwM`G4wKDjrY4Twg zCGXg?XT4*Togwi0Op_7BKK4ns&WVe`gq~$xjqaJCY?P&Ck40zL$B#ib08nFj7Pk3n zPnHe*Yjdy02>@--{IisJ(f4atXqh#R8iOZSeRB;BYWg?dV~5RMd|maWi29p`3caw; zdUd=SjjC_aV|~ENXg;r;kVvNl+27kr2s{Y|f5()b<$#{Ql66l}1+~`dGwA5Zuk7s` z#=<0J#jNq37v%@jhE(AB!fs$8%R1rp)Z~KJcCpcJ0qZ@5wO52q?xde8}7eUw>x=s4AFD`G=n?2sA z;OJ9G7faE@zDv`$H}D*kF&4q9FCIjydQe z3&bJbf4myaxGeja9CuUZ{6u1(Z{=ex-|L2M(}`m%}D0ljIMM6LCt;zpe_-Ej78x0saN62r+gu0 z4qv0iRa~n}%Yz~})&vwGI~XNag6C;Ui^w|gj)&M5C$OuTh0OY6<3{e=7-^(Wy@Oxx zDY{}Eb9dbp*zq5Qpe6EN_|x)pYHI=z62NWt$k;Skz;7a)ru&)6Lt-tzE$h<3#pI1g z+e6H4Li73u=i194x67wE!2KL4=n~_U48qGg3_6@SS`~0zR>`M(Q+W9I#4PjbwD8Mz z3@;M}TH1Rn@lpG)4ze^DBvJNKn>EP2k{8TR9B1x6?itdxpWNm@NEq=hJ~Zwz`YVav zOzrkswyqXb7ypOzYQ`9>VY3{zw1g?$Un23ri=w}MN&4^CeLq)skF$}S5u>J!vxXIP z?Hd6*%yaMAFR56k#m2R(h_ci~GsHD>%CnLVpxRLZnBC zk;jOJwo^~z;rt4+0^*-&ZCq4d;+v6VIEK2ve|WsJ>3N2-k6SN(m zc3aIF$2g4!&MnNwI_>HV=w z6R(GTU@(TCv{l6Mjn9rgTz<8=+t6*8Pu$j&%EEZb(wO0iM~NaoVL}`3brNIS0$et^ zo;u2kxJK3e|AE2&^J+iUS&k+M7_Jd@68n{&L^U}t1|*{=rrtUlHB$d5${mdO(L)CL z$;%qB3P&!iu9+~$tj*jTOYy2O(&|xNa~68W&HY2F&4=BlWoczD0G&wrDiQ##iq<_~ zTzGa)+$>n2&Q=3af5OTnuHuVh`+S0}9ps^7CdwHB$MGM#`6{~oh)f`IQOf%uM@9^1 z6QwI7U66ZVOzNx62M&#UE1layyHuD>%LJ@jdia(&1QpSF`MxdwE~vXJgi;1Xw&i`s z+L#;|pyrrpPb34C?Tsb!ub0lx)kpgL;%)alxpKQF%?2-KM{M?J4`cZ1U6R()?yfGPI|CNn_&Y|gv4#*^OUqmLu0*J}SveF-~!!5Da1mxb7CoN?hTVWuYQ z(+mlVRHcO_ef-q;JUxkm@wY;69EHOcsbV(l>lt#QS5n{Va=$xr+t&FnNp!( zG>_G2a+ggI#1$MrGxbh3w`y`H1tQ7Kat}4CoiBre4+wWdcWKW$1HQCLv&49BID#>x z6Jf`>Y>ra2%|Sp?Lz!~FA)*_Y?PCF(v>?w!5m5`bgG1I8l#57h;wiNC1L4w}FMzjC#> zKbJo6+&W9DZBA(nU<6GEcmr|ARbe(oI-gfdq*XEhWs$NB(hYfyvc82rPZpMjm0}< zk29HbAch4AP19$1F=X^+2nfk?Rw15`!Z3`84ZE59JA7d2b|V5SBEm@fYA<3oLS-e`$1&8Yfnq#I% zb#^_PF}bNVt4mC81k_mqFx`G6CI&bE{RVFyR=Yq!+io-e{d%@@qHUM$DWSx0n4Xbj zmL*o)iBpWgVSX9`m%ZBpvGjW*$!>MK@c32QumVI1Gs>Skm&jmizV#+c2%h+F zy$7(fa${7>p>9agXZ4LqYnKS4_2YP_lnF7 zWdhM+CA|?ibbYh_(Ae4rk8`XsgCInJUf48}{H)mMs zhh!oxWr7G#-l>YjW@_D#Igduv9vUvMgf-RlJuFQco}Zpxxh)L3tf()qBCD`l34ZKpu&(W;l9+duE z=DH9MF7<-`^%IZbr|6^>+ig3_$U$Y-{D1kQ4t>A~)y%0AyQ5#_T9G78jYmC7{8^%? zlx9UJjy8m^*>~#W2=(>Tt+$)ytLK)??dApA-&>!E4|sET?{h7to)}-sa_K=<4ue~> z+?}}DGD%>YJv}~`;^?gsIRI6vSqSpNRy%^-Cq8%A^nZ3gV~`qfiKfP^UXyL8?WamQ zk>;)q>ogu`Jw#l!Bn@uwvD#I__58KNx zOeDUK@m-D=_-E3+N?LUXaeC=k0lN+SpY2ZG6v)kr&afNqX9XSfQ$iPh7)w~V9Gw_V zl~1w-3p>{`d;tbdkjWpI_mj5?Gvc;y?&%w8sd*kq5*RmLOfue|eIphJ=0abgO3Fhm zr&J;t5>ivuZ+ChM`>O;u^WBo6KDv)7E|dDAL=z81MShrUk?N>^5#37W%T#@#_)CQ~ zOKNx9vl-Jy#YA!WHHZCy*)hcCKkQ%R>%U$TFr6%7^i%*hVG`CWZzhyPrZ@18Y^*QaFQ`WH(NEK;f zVnLWDhfEa8{0zMPc{eJ?HZ7Ch&j4|Op=UtK3aU|C3L-#2sOE6aZ{eS-xJ{y9tnbE= zE)c(JW6##c1OnSV!UlBGThUM|W8c002xINFKDr}+K(}>3Hl4~b?cyssmqmH&NCpCC znX?yFBMaL+ZL6-g{3A(^dK))iW=dV!<^0?J%RTg7-nzuI^rUE21}OjdHh>KnTUX5u z!NtgHRB$z9Ma&V5idoMs}t%ooX`h}o4-4Hmnt*dD))!>%x zTQ-1SWaTnqkP-e#R_y1w{HZ!PeD`zMf_Z{TBv-vwK^FjQg-kTGl&1AadCdWNd<(TKe>epZrXZiQ367b%@B355cz>{> z@e>FD8^wFDl&-*LsvLgifa0_3aW7$RrI9;K_MK~07N_jbxZ}UL^*e@IEz!M|S}KLX zFWN^IQyw8Mbcg;2EF+ze?^1&GY1oD7U-f81umjHDzL(}t&R;O~Ii2nkjr(Ig#Y%JM zlDu{O)~kI0Bl%#B!v$AfO(}B5g=uJb7ZkAs7`cC|Fb3=2y&fvgRNoj%RbO1XD4v|0 zK4@t$`vMMQP!nZLtT2V!v>vzGbTNDuNXwIkfI5edA7}yFmoda7DmnnZbp&Kqa;is@ zL|%dqS%a8u-EIN`ua?KGB4DCjT=Vpj{yt?j@e{PZ0qfQfcbu8`09hn0`B$FFMX?s` z-l4-)N~Xq`{L))tL5!kK;wa(`n2UMo4|HP2YBxz{!Q+7$aaTF%q4wQN(C*A>T3Xuc z+>G2*9BO4Jc$0#yt!-`BSxA?|?^x zfwzF>sn%sx;X`Mh`BTB+eoF;UA2|od@_hHb^vZGQ?TyFw-;UfHPLWIKqhRRG?vn2q zfSedB-=1r@D9SxQQ4^G~rCJ@=CH05hz;9g;OgMrKeDS`XRE;d}K!E{*+|P${mpa$D z5R&mM;t=N$o=GoydYn=q2G~rEGqliF3pmd4N-ywHXrQ&PIyv!in7i^tp^dBWmqCIm zyntFHt!c@_(;+$TST!JyNk{qeqT}f(fmhLVk(Wi%dQq|Yce|vZr??TNi&Vu>r^|y` z{(Kl9YJ}_giBLN0ZWtx`1yEJG0{sVPnp?Xb*Dv@-N=(4bpi0Wzg1Bc_98G&K@a7N; zV*rE3-zVqe2;I$Ih^(TROl#4xH{_bRgWo85*{tMKkA5_RrfG$B4-O9y=O0ZL4>-=^ zM|}38lSVh*C&Dne`(E_M4x+kLqqQ-D9Y^Wwj^O;Y6h)63N3h3`;Q9R;Z-@v2%eybM z(bUGxF53k&JypbH+GKKix^;m{8I}CfZe4@A|DCFA_rrnZ>AIqGy_ZaOgrthU99V?yHh7j< z?%zuwKax%tv?Et}7nR!;eEVrT>u&Qx80a~;@29uMr6Z9Qv|@wbsfFWl;I)LxwQE`G zmxJyNSwaOS*C|Y!;%PUvB)yWZOmF}E!J8QjI(_WROYog1pfYY2E&IQ{0H@idw-^Wf z(5~A!z^;}o4|Zp2q2D`mxt7?Toz&8CtcTnPQj%kSTjMyVrT(9LEE^R=^)$C*bG?LpUW-O__RHXWDDX^{f%Jn9$vaS8I;(xK^0{Ku*Qh%y!s1L$z zH=fJNQs?sd!`@6lf!+_<>fO!Ch?u%6w+Qywu*g@SJkWHls7C~@E)Z@!xKG2u%z4@4 z*g>>4`SwFLQ9ZYF==s&A=#TK0;Y|EO1a~l-<`Ht-IeF3gB5S%shMb%4dp)!CTVr^R z@z@E&mtb(KS!@+TXpw#ynkE?_-2GFg)pXRkD`-f~Llko`J(EhVm>Vt`fQ|JeS}rA2 z4hFaYQKx0;vb{;)O^;m~GbH_*4l}%D1;(F!n9^@2d5IhY)_qiRQ-Fs;hrd85DPEi! z-Lo~vdl;|)+1 zGFeiaH!5Pa@J%dF>4!X6EGWJ0c5{YBvgKkgEffW+TF5dE8M3isT}Vy;@$oU@mzLJU zzh&ExyKyM3m)*CowMXKEj-UnvDJ$=fjNN39_Y^PCsXw>-mnJ87W}6+_SQdVdcJRo0 zceZ$2_JQ2)O5`fX`x!}Gx!%)lE?#y^Fq`Pk8%Sanko6E#}l)MyTjgvE&9Su)m|Idk(?PUd@NMzIN8SAbNwvNT#P>c0v_W7#!ZVU78Jg~ z8YI?-$g7C4bJK0$MCcOM$9-fVOtM9W)zvZB(`yTC!hPDh9R;xR7U2f-Z_5A}OFXZ< z?fmv2Q#+GEE<0Ua`YSIcm3OKZ=J)5fc@By1ds@k=Iv(A~_X?tvoLMGxFB_~^$P-c? zD76FtZZJ`k-xruaI&{0_sHQDI_a|d+OW^B&rs5m>aOsd0b?7&&CHZCUyqwc~v*Fg$ z?Pi4OrVVkOP@^#}kJF8du1TP6yB2Hm#8zO3$|a)| zoGO=-6(!vYK{(*WeY=_PQdDqKvuE>4hYQZ+bfIaU~CHm~xJjuWhwCYW}T+YP$ZI05w`V==|MMe@(JA zwb0rilfYnvU2x+jzcYo7c9PQBTdeoR%0ZXXNUuT`x7%fJ`?j43y|mk=x@TXH;r-AM z_}M0u`F4d&HiJx(Cf(#sUEk-G5!H~qva+TLUD-;>^s_Y|5!W}k*F1SO?4#HzkO{jI z1v44MMMA@0z7>73bXCB~%lp{4cKmpaHvK`LJwVflT1$Ryvay%c0(eO_O>t(Cui>}H zb>siI*S2X-7GX3azsj+-Bv0}G{JFvUuXxey4yCuvPP}7o7sAjRrMwsqpUF?61RYZ+ z{Zj-eR7Sx<8CPHRiMYy^kf}VO;2w^WgY&cIfT}DJe$lCn#3bc@zp`vlH?2a$VQzCw z%%^pU=mTw<DvTJeyUjxF>rkI@<&dHh7Xs=s( zBv*`2FHf2idF>lgGPl2z+)3yZv372U20!dq{X~Jov$smTVm6kAplELq2@INL%`^ip zHYrTWR~efn7Bz>`zT@p$fbV&KrWWaS&!u=L>n7Uxy<;00st#`QqU(!zK)05GWCQLi z#d)p-sjXJ`ZW^(HUeSvdkrm`7iyyk01`R3icJ`BwN}(CjdrmbeAOGtsO&5d5kM9&Z z=l${*cUhTtf$P|py^7&->4EF`Y5DFfs*fOu}$&8l7mmyTd>rrFf0}+D&B8SztRRqvO)QXu#jj@;Mwgc{t)xprs!f=gr5~UP zlgn$@Zf-~(Sr-XPgKj~7o4Bk>9*)N?rKqWQ24{SO)fTG1{2H7OVP59ujP?`uY;q6Z z$)DhDCQ#jN5j5jIh^nSLQQ%MJS=HeJ`hjr092Ha{=P!Vn*is4#Q5@X#UV* zo5L}p@jCbx<&fc4lY(H#fIpBlxQiwZOIFi zebQYQ5EF>zo938zbr+>aI@_|2q`py2lIZY%Y0h^9$1CWE zX9%Fz**y1Je{?fFUIZ#X#(;K*?_KY;US==oinDf|T5W}~$R3D1yr+Giu5c))Y5Z$U zob}veHRd{!fYb?E<2KDVzA*?~>|`$OjoK9wyD*YQ*+3iaMDAfROM>8o8=zB1T>L@x8_e#UAMC%a>XL);}%?-XV8eUdr ze#rLk*BCJ8&@ZB?TfK5bRFmRygLMKVmwwWk`L^Y1%n(UI&r+_+swtBLZ4IApjKp!p zoQ`>}@wf4_zs;uL^0s+|qI#P2VcC=ZopAaG8;xF973XnD-<|m2;5BM<-}1Oi6y znv4`!Kn|y86yX_}i4!6=BQk6XK7x9Zn`94a-M|r&xOj5UD$OzDbas=Po)JL(p)_Xs~rmmIE;HNs?^-HH418qH> zn56^m?~OaDb1Uc(72zGm<3prI_dYHk;*q0lj1vm-#C$Tc^C*(#%Y-XJZYZE>?tdcx$x$7k|B>3AkRog#^0Ljz3vEaqwAPUF8vZ8W)$+EnUt&w#b}A_Q2&hcIAobu`I~4V?|wVCQt@)3MTKpaj)YDqQZ+{^$ZicBNST5Q z7{`ul^w$atfwhywoj%3yokUmbeI8lYEw1{G8`%iyzxi^)DQllEwv^TiHu@NEOHkkM zIhIS^zbqztD71%+?Qn{DX2PQ=hJC%A1-XulH6}Z;2XtJ+tPmi8) z%riY8iy6Hz&gWfD*vE5O*IKONct|u$V&es!AKKG}p-6 z?%`Jp$JUxklj^XKCH=*(t{jd1R$uKY;}jb;;UjUgd1B~AKYmbFo8fGJj}3G@O4}|r z<)L(%I$9ntW{w^Y-|apfq?0&NIyvt!Q4Ah1dVpjpr)0VTkW^T}L&gKkK%74X((`FW z_st!XlyaT874u9&ETj0A#L1#^!RBR>IGBA<`wBe;ZCRclGK9`la*BIcu$?r2FIYLJ z9xdD*Tv`%a_C+`fW8H=vuUmFjFP)YnZ~y)pe{&4*o^F4$wL4qfpQX)_GHA+)>FRUs z^fwnSynmKQT-!;E`U|dk!?8HMtFoG3r%Aa{J!1~yR%F`1Y8#y#z_oIlVoi7TYIxyoKdZRWi4l4K9v6Oh zZSAD_ej-JK=K|)KK7B^(6WR+|UG9T11z~Q)WhGmTPB~>ZCGP3uUn{V=YA>pJYh`P@9V~@$WlF~Y zaMKkd)25~cHd3qvY}-I7hQu z6mFocEiYuZBCDyC)FEf|$FDpi&R1Po`MG9sG)^jm&)3TVCWMWI3sUtZmYcs}{kS&# zbc~kabD?PuN+tCv10nJbIcg8ZNkN$L5l<4)jy&2M7LT*&&A&mL#Xt7N6?~U4B-0;v ztn$1#bTvi zEU3$hU_`UT+9J2Om+AYdzrF}3QksQ<$ei6L1LMnAhvGJ8F%g!NW7&~bb9=)W)lbC1 z8;+>R0Q^Yrv4gc)QP;^YOV#D>@rLn&1)7A3jPFh1#oOyC{n(uR<1|EEN;oV?Ah{kG z7XCVcrN#A!%e@U5+?JTgRqAB@bL4=!)|ib`NX%o|qo8SmQt#+mLM?PRh_I@1CT7{{ zoko0W@`7p!uY?+QmZUleqaLRW^Y8@RWms9pvp!jXmk=FoPNX z75ht3Lip$AL6N_(&nd;G=MEA-nL_0=mPn>i{4fQaNkczQrrEThw$x|KGk~@ltXv!V z-%?~5R%LL{N8MY;FJpXPw>KpprR_DHUfDdo{ZrQ{)I8yL3a`}(Kkj%e*c^4-41N_P zV|>fFeY{U+;lnzo z=Zr$V6JsGJ#fC>YkDq**5MEv_F(_v8^563eXi8pf-`+bTncT}r`}H+LI-m}d9_~*m zM2=L@MJ8)pEjuPAW>BV7@8{}-z+}k1dLuE{^M@bZu;?0TsdBhXNkpsO7mvSDibfa>-Q){I^2QhalcgRXPkC4f?l=;=>aF>cTamn&Y^I z!Z<3n=_jUB0R~;UALQ2%Czi1UrgKX5<8#%Vo`>4{Cs}00(MU=GALR4EQwO*7=`mAM zy;4g7LjZPht*Oz)fkZvltXQ<4ZjlRzh+G1?^tQTcf9!YUG{ux z&Bk{JQU(78ko(W2?a)Kv0z8=Ta=_OrKTJ)NovY|bu!Dg+or{pKz&R$l)jm>ALci*4 zUECUN#@TuYWZ6y$U21FIi+yrqft%>mf2blxwmP;|NQP&`R;K21#+KT!t?UST_e7dzFkoBr$= zv@xlLZ?6F818#oANY;(BoDb^6L@`2`iI{s39|QkbEwxjDUGgCTl+ay1A0j198>6`U zL__lMICFk6l>B;dLohZZLOqQfIhFDGH89YgIv~>HN;4h3%Zno5A9t}6yfX@i5O|_V z;76@iql7+YN=D!i*ECY>WGpK%v0&%VI^j4=1&LWj(nUrovc;MP)&)FX>u~h(o z!VUdm5GewtHMan_)(I{O@92?$Yg1^RU#_3tDXYpgP_Jl@wE(xtT@Z=^x0lwjxyu#O zikP<}WqZ<3hFjwOvKjc^qQIxVp|W&yLG&V1hm zLszi3*ZR4URx^?P;+*`eTt2Os>ylBq4$m!wIo_*j8`U#)toW}gcLkRcw3-sVj8q`o z(Og1F;2Z0CDoxgEK70eK^Z$1nbb^r(2aMSvxmF=L|0_AC-ekRf?*XG`*OOm@@+68U zeRx145W9^3Tk4PHX>Q(#k+iqJ{F?2n%i)S?1B-itkuq}V0p5f67DFVTjg0r$o_gGT zEkPU{NHPD^DQmC7y`9sY2j~@-=_V$)A*gueCyEK!R^uwHO*U^Bo&>Gs1XD)82Yk>~ z(m*b!r=kLHyJ#tFt*J{Kwe?!+PZl19h>fKwN?^moc>ZE^rUb!^jXu*wkdDP^*#`3M z=t6xespzYLQVtD>jCGARsB5)+cliYiOLs^Zq(mL`Q|jTi@CEBCrWB7EEF0wSMM5(X zLJWto{EMSHI0KL3-47Aq`7M)z3-VvAZ1u0~{D_Sqe1y_jt>E#$yw4%AZ=Id-Y4I2| z;Gw$pS`5nJpq)uPs#$tv`{F4FM#39W$wqB7gk=sWZn3+;i6O-fx|HdI?hdkEnH>p zf)j`gAO`-i;KjPMpO+(>7o{Py`zGojr@MTjMIsbO=l{|OW_Tq6N3Rsuhx^xOI2hlHwKvg?dCzE<<8_DNU%fIq7n5D#mjh9iMt80hBvnuZYdfL7 zwhM}ZZ8z9>Sh}=rZR6vdk0yk9c+w@#PK+Km56xa-d^+OWq+K0Y@s8G?JW^U8W>^OJ zutoreKq%he>1<&`>b%%>fKT`6tE*dtIipDt(qKR*v**z>O)ilU6biM zXzG9G$^$~M(lKCAQwdq9!uTT=(4l}^CyN~>V)WZn6pB~Q6fv7nQoGAL!I8l*-=JLZ zK913-2-;18JZ3N9qA|k#CWyBI8|$0_K0QFxb}iSDUN&KW(}Ji_S+jrg$@u7*K`fc{nyp=M zsxc7Nc14#Jq}|;oXSEWxCo%J_{M+zHo;J3Q#L|j6nYIeqFC9R1yn5h`?O1^DDo`^# zw{>H*dK9(wF-JTiorY0Jy+ zo7+F<$@+IV!J_Hm|A!0-R433ZWW2(?0|Oj2Ntd%6{4?YrVwn_=`M-BP3#SLTWfX3I zJJTJAWDfW=X=1#DGX*_OzA$4 ze_`e5;K^w;%>Og7A8l=D`Ji}ui=hcK?I`1-To;=+kc=mN&~elCbOn0pHL z()j+`)sS9AthF3G2Ul@VQ2R>huD#WuW?)djrzb{Ax}x&U9)ftINBe|b=c}1;!r7*# zE`#Yvo51<(Ay`=54PyNX-4F zo|^IcV&YOny;lt4NBFM4?}AAvV9Z0anfo7Wd2;Mvnr_&tMw zT}{K+*{@>RORYZ3XoS5W=C|q6f?SG|DJDWc=Z@?zR<{O0kh=4fwbupdE^WIBCSHA| z|2GR@?W)vDLf&2FUahF4wD5R(v!}%@$#drnZXQ}fK5(S1Zs=u|#_{udSdtmeGLw;`G+3IRBH3*b_o@M8yA}S9U3&iikX<#L8{` zWl4y~Q~lyPVEWJ}hYwZQ<&7^pbAf8Rh&=liIi!60FIzims48TjP}9o7gisLghrJFj zjQ+Zki#>$@T8U3RM<|GxR_r6nN;6x|Gr~4Wpkh{~tuX*{k*R|^@MnNY*)32Zz>8sX0HQ1x?Ri5`m z)DgHInt~5vF3iuB4BlkrwYm*C`=Q%leBtu9Vlv|M%LxBx;U}^3APFnyh4S#mL(i6B zYEwSkKLQO&zy=U`5*2UOE~BIeO~>NKVBYj4HogXymd*vvumcE)ySv{2=_${LuYa+F zO+!2PU2$K%9Qh)$m^{zTnV4#2o8pkR;nAiUajX|wHpBX1>&Gm4lKX6(!xuc_Q^%oP zSNW#u?6BwcrNA$DC{gSxb$@Mxtw?+R-Gi)$EZBJetdD8m(t@I&alPE-wd*yfcyfZk zW924UBgs#r0-YBaMlGOBIY7@eg{m~n>lSB5Q>y^N7#^*tA4bfEViT{N&W;3tblyJR z@&Py!4*Jnv;muacOmsXg8#?J9^Bgn#K0o}^ys8yvfO{_%NV+R*d3}=>jPtboG;i!+ zPebiy+T(Rn5+qY0%FccEAWRAp6f4}7@(_MRM3z!}M{M7lg^2faQ3-LowJ zEk2*@9%&JV^&j)kLF<$gZW|KK+V=;$`)}Px5aMKqzEG$}%Uie#Z;lTcd54Ho?bS+G z&pNyopWe@P-E(jqVm>p7wRfi`{=To0BZ+qUO7hm?(igA)qstA4b#TR!67z!mk0Sb)5;Dh^wwMVEMh~RAD_jM5~BE) z7XKG8UZO=uT=*z`btnd1x%^i8TQnZmykB14?Z=XJ1IzwqMRgD@o&5X#?xr<%En+@O zf=SG63gU35lQ0Ea4)@w+Pf!#AFaWx9u=MGs!rv>6-Um_)GPsdRm-HF;&|#&@vfX)t z8sEM6y_fVnGZ6yJPWKm4)pPm`mo$Zd))G;7itwHNh6;${b8RYo0wW2XY|of^x==CA?t}f&lOeWD%okmnSQ-%5T&G_HV{3 zf>mg0@I@l+wKjbNh7R2UKMyTSlq5wLfggn>7EW@!OYQRfH2<;=JPK`c(z$lwx~o=m zQq8|&?8ahXY9|DQ{z<=z&gp#@NXF!oF+RNLOLd?E0*zeV6U+(tPc(7Fd8eE=Ti)Zf zLb4zYu^6sdrcxiZ$9D!ER(ijFf0^(q_PM3Vz|sZ`ul-3{pR!=*5{3f|4+nywbKup) z+YDBtsxMGR1aFDI0TR7i-`S2m*aj&U_N#puPk}HN+hux}&)m>Re}5K)7`1u*qbg}? zi+dszhRH&$;pquaE2*CqwBDHigvN-CSeg8Q-x;OW~&f5K>Qm41IVH*;Gh6Y1hNEyNaRgzb*Ry6qk4 z?9`3*!h?$!=c=g9uc%hP*Tczy`kX$sRWk}{shkjgj0#2=cXVPpFA@&gkf4rNeS4jE zMl4vGoJ(1LbQ7~~fwFU5)VI7%} z>!!n%u=ADFQflcLw>1<~aM83MVRE4Tp-rel6rgH`Y@})Un03#kJZl zeo{1ROXsp4Xx4lO0T2tf#f+m9nIFITPyS zi8oQLKrkj&i_N1L<7mCzjbTum-CESOwvsB@VFsx7+fejNKO+(_5DyF4njxv&7q;wx zjFiTlq_q7!b)+|V^iE=HAtM8&PNVJ<+d|UG2T?-LoXkJyt zpL1+k#U&l$cmfQ;%45sGIHj_>foKXWtirf4vEsq2t)QYf{Bhh|E^piW!?f~8^pGUh zA~*ERxaasdD-pFSTf~^ri+KkDR||tqUb!cs?G7aXL6Y~QQgN?1%Vz#E>v9WxX0bIR zY`&l)KdXyGZMB2){)`8-bJq8MuX*A9e7AK-P@0!uKGAOVlJNstF=6lQX zA$p>9FlfQ}d7{k$nYt{YSH!2OGC|EE5AwCg=A)tR^k_BvceNYAd@yH`uM7f5$LHJIO>hsiqW%^dwciynMUPZdkM&f`5F^~QU;No12b(&u zpw7{|{oe8wGE1t zPULsM=pF3KQ#w3JSlGPd7h!wUh^ntgZJTZo6sYxuc1ethIt}nf+4hraH6gDx$y63a z^?ai9)*wf@7b`dA6u`f2Gmmy}z1VSDm$4yrAgGx+ECh7XMgD|IBe^2oBC1YCy|JHN zjHir|9!m8rOLetD>a^3vj^E=3xLyj(yi56AvfOk898BnC2eUXW+n(nei}H&zGX%?m zIAgSmJ9?x5P!>vHppwlYP24}m38n`91cu+_gp1$@Lq5uPj%!}SF*Y_*`F`i|j{QoQ z4(f+*k;r-M$0x52)YYeA>mVX`#R&b)rne5=JvbZbrV8ImpnE&@ZTvr&a}{k5_LUIzpG~fc?ozJU_+a~!g!3m_ANg>DlKhR zfa!Gn2#d1(Wh~kD3+lM=&g%^;lY#9?3W&XmqfPmlO*=1g(^jxJhONWbGvN<|81t++ z!;fs{AW-w~82!&DL=)7^1l^#OnT5Lek~69~78%QdwD7fK_DCs)>n>ifuZtYvOl7>knnTLvk= zboW;;ytEmpgA5_a-zE-o=><&zvwZHv^* zhUJu&cNv|HW$$pXxy(s*@W9rpHT0*3WS_cv2iw5z_Q%M+qfS=^LpQCX1XxE(G4{kR zM*oyCh$bUT-kKEr^qTXE+!Z)wx4yUzrL%s|wy+C zNo5nCX5JL_MFUTpSe&0oS&b`t9{pz>fi8my*(Wy`{Oj>2R~PMg=)|IHcBc-*^H_G^G&@}ER!K?xV&bJp6V!$L2Hf$u6b_7 zS2`I(MQ=Hs+}C5RpQmVKh7v(0lITL8`6Xwsx(;RPB@BjF`eya@3AYN+IrI8#cer#8+xXpR1`AjpMp1$f=x>K5Nw}CCLg5#lVAzA4k*+i0*C@e92){-v9i2z7CP7l zj$Q|3;M0p1BCFO{YP2fjxNLDb<%=B;UKP*Cwcx?V#E8dgBcGnMpYrBN*C7AP_1)xsgOH_QInXSQzg%4@9Ty- zbLY~NSY2uYLFn}=%_jT!c-&B5-S}hcA7S#z884Y~DsdGoQ!!M{>Dq zt=X@k0!Np)C(GX&KkO8~-gIhn%aZ}U8wWZkfiw^P5YXL%JlDZLXWIfPHwj>8Xk}=m zOA^BbXKJ2@8ecVUJ?H0SRPlQT6mmk3ZbRl}tA{dNy69g{u!am-E9~ZZ!pS1xXNtmdZW-0mOaJk z=r|FiISERi>*Qs4mN7Ip^X|u(G15ROWyQ_~2KJ0+K$HC<(zRfu!Z`f%?^+@7qemqH zz1Esp^!M7I5pz{9*?0}z49m=GC;gXcBZGxqdp|A=2asROsj{{H$rpTVSo|&Om9Vkv zfZk9G(O8{|E-@wYuMvb19z`*3N{Pn;FIuOb5}W?KH8}DJY~;iZvn7ro%eM1!yqkN? zV`Y$wXy(WL6TFNHEuRwKd-Vn%995OlD!tgCgg<6)d9qCha8}N0DHcvu29KgjWasO@ z#!e$^C0uvnFOEEgGnzFalDUY;yt@OJHcM=YD-25R3D05aCdl>i@By^cTE2JW;VB_; zI=_YH2c5Y>6XAY4p4`@-KS$F33Q> z`%^umUHj*O+3Iy*szLr=&Etz`jC2hjzJk~^iKV&f=NhiPf|-f7t(Skl1Noyk&*G0s zAt1uf8xdj(X=aJ;^8$gth3PVfvNVa09)W!?23@)I#8zpj!Vf|C&zji{8;4BN5`+HGcHiNZy&2JsLhZ3?eg}GZM?uo{G)Cl&kw*hNf zzZ4)J;wPRfkzAu4h@WLHI1Y+PRz&+B zO&fzm)PI|0cral{_t)YqcoGy&ZV#^vUi?GNer{ED)s)lExBVO989uA6lS0FiFBtq_ z_*Qy%8yxZAhpf~%E)svI`X5pVW?m;$HK>{r`Ic3`Rl~R*)u12qCm5DbB#XR34U%<6 zuLN8j6^_}|`!~A_yT85>HN$>=pgY0_8mi>zP;vNuw>c=>p zFqYTqh^-wX_yaDHAK2eze!yRiNWDi#T#bw1bHgDwZizH#;LIEq~2FlyLmvaNLQZy>xVf zdK73Bt~p?LK6!&&g+4T+qn_*{jem{#1#*-$d5-fg-z{cM4K-L7$cr&QPYgJkjUfpG zK4bp0ac4nFC$`1G{WQSbia4^evZ~|ex}wCzB;=Xg((Bp@UHzcuh6a9I!4fdBu=Sw& z_?$4CG;acOFG=kRI4<)&_%nVXAtm;a ztATA(&jVG4!RLW~L9V0mX_9~8XqoZ}b&;q7bB9^HqyR^EZy>XXf_Jn)jHjgohzcn;T6K^H^{=I1e@hbC6qvLae5#xxA zrUhPP)Y9~gZMar6yQX6NHxH*^vqx85opg9kT$F3mN4w})d#G48-M~Pnn`DcgN0e5w?pw4hQ3ztRB@Py1 zO)FHQS$)?ZjA6?Ib#k9SPPvyNwQ#t5!n5=LD&qWqd?}~B&WQ^?A0Y9rI;aU|^OJ;B zhJYSM{~01jf}(#W332F70s--(y!ou{LdnXVd`Fh4iLV1%$kom^pk8kP~$dK7tTm+}3#=Z~B} z#o`J&ge2Pa>)yES`I%0`j6sebEvr9X=81vP7em!qV)m2^4w9V-P>ts$ysh=dVD}E9 ze7T<2cH4sJ+p0mJ8+-UD`;9Zr(C8@P-np@kK0uSOJz#aZp`9h&{g}s_UZNBWN5EHF z3Rbqu8BqRbsN$SzG>mLrkh{3L6zjBydTf;{BQyHXNball$*ABOH;0M-lqPqu{f zm+9tHd6t_L!q%*`@;O3f8k$lr;OB9g#}?fNocrvy#O=uaf3ZX4=b1f^sb@OpiEe!Y z`97QCw>#7LcLCEJk7%9h=tW(g?`38w5A>Rf#(u}LA{Lj5Ihy0N0;mM|PCoAOOv;o})5rcqWFv{c)pQfh0{EgDXd3h{f6qSm<0ZivV>9W^L z0KYRB68?y6)t&u?5ME>o*#mLIvOaScK}XH_RriM3C<19Yvxf_Y2wJHpu043su~%1| zrK^;0QS&;a7`9`rFSfY??tgMc(Dio4)20=1Qbt@?XPMx`w;nK2^4BXExfR(?lHVUW z|I5SIiJzvfYSw_gp2wfJSc#^2FFe7p8~?hqGu4V3AfT9;yJU*LU@kVwbzIz*Q##!f zRE$1)L!%}Ih5$PC@fk_Tw_W2^u>~c{f7t6tD#wEobe2IAlMH<66_B)ti0h90DJg!H z790jqBF*~4D1r>bvS|neMX^2>V;p!Ay+djNz=>UVt0W^xh|lWYHn6UViiu5$g7;su zHRFwDSE>G4Guh0-OrE(v`vp^P_Ppui8x-JM>2??S#TR9B&Dem;<;h5S9d^ z_=nYdBwdr^hFE&)rkeCr`vOr7qrk0FWq|ZEyL38$Xm86f`4A{=`R*Cgy{bOWk|!`Y zYR)Y*d#T@{LtH6PQ)?iIxmDqR!90_`-{#S{mQ|q8Fk(BQ$K|6tANJC#glT#@lb1aJ zU07JP#L;gjf=uD77`A#dSGR& zl&;x?8G|(HYQ?1VJD?Kd)Ag^x?5zBG`v!59(N}lE7@qG~u8YX&&00SZ;i3d0gv9(s zPb@yRW>aD!6~KUgr}j*?HIDw}+qs4P9@SS%zOcEy9yZY6AN|U;hv(J@ANtPz^Q;k= zf|bq_|G?HLsG#IY=Q@7m+rz^0ctK=|)PI2BVcx|5cZFx-Y7jqXhP*>c=eviZ60hfN zw*q)+14xeo^bLrRnH?fLHf`t=MEv?@_o2G9wK%&!|4-4h@LSeNkAZmF@DqYuB3TiD z>484>H7GP_vT64y+7!?siKO*iRNrVT)+`~8^kBpl_?ALx_8H`Ns!fLs4R4}GGAuxq zj9~sZlmwwzU=1dTwhLjHk2N0GnqOC8u|`Si4QH9m;evQdR!rm%RU(hujddiGWIpxx z7z-u@(JoI5$m_W2SsVBft(49C>3y`$glktzy)K={vD9Ngx%BCiIB&LMysJ3g(Z0IN zH=y3k#$3TNOoH6}lW%Qrr#}oy@~{(Mm+;J+fNwu54os<5**@6@Lso8xc1hiC%T^&i zPD>h@{8hD9(6RNOvqG#Ty~3=8y^3GFCHVR!0E{bcJ}@ubGEdDC%`Rj2{MUCXB~_n_ z+Kyb_SpTsRXLtGV3tbGBV28u9?ZBr-&^J11Sn4~6+Kd({y!eoXqo~sX$p{ZNiaM6| z8!xM321ExwenZbUfr)J2)kVXpRmDNnzpd zXvNRM!tNvE$%;HVCG`ebG?9~*z@K=0(o;y<#e2L9WGnvp8HREF|IGsQt^D_MOobc# z4y>a zlP>Qv&{amj`*F{U6M&>h5jTFEvQX1M=15sa661C1Dl?WynO({l#iRfkO7>dYf#>rJ zXFN5t!mS#1%cZ+_9ru%C6I%e2uVFmpuDAbPbMh$DhG%W-wNKhXk#xIkLDC*Yp-X!m zbP{(MbRJ%X^q#fF4e@Ci(4gTsnD=RSb^erg&=cpmpQ$cvqm2)~;+CBec>W2bhSzbG3=a!=oGS3M4mHHB=l_+bMghhGeu14;8_tVSnP46SHzOuIOT^DUQnyS{8;QZrzI`FP`1BPj}%bbU89&G zcFKQ3>+8SxMQ^5VU^|M`1ScoU$K!=H`T2-9XN~7JI_E)L##;-JJ88X%4=GaU_`hNd z4IlNQ!uhF|_xC2XTjOMzj*AtVc<pa4Pt z-MUllw!$gj$P8# zdU#Fx-t{w`4l~u$|CH|ZKjj+bu0Z9tZ$HWVueh6cY2JV8%?kpF8@}xDy2XjnCjEfp zT`U4WH*y{@jC8N^a9q4g6E-=~`@|Oui&xQAP9RHF;JZ3@31)tHi#6>qCIxT_k=kNrAqYq~A;}}jm1!uinTY|>xDUx~g8O>^(h;)^ar3F$ji%4vt z?!%w8PddidK%%}JyW})iRx$&1ITT0m6qPOQZ#qsycJK2Ky0yZ*wl!QWfK>NmXuk%S=Uqx`K0<_Onk@LdtM%9l$TD^q^Jxfx0wXsZNq zgp?4FQ&@i9ef>_7Xsou36I<6?xi&$Oznb4W-x2Rn~?>^q6Zfp}6E@8wOm z>#6A8J2D6OWhxJY)GO_j#C_uR#%Hw0KsVC`!|bXesPqMC@ory{;bjU<0i;jak08-rnnPN`~X0xw>Q z5>+RO7=!I46-S;eW1|$`y=%5qWjczDsiy(#ZVa`R0Q8=1xitFUIw!OJ&o6N3C(P;f zJb9s?du^2LJ$CH|RxA?o+6<#yLVH=?sq8T%aD~Z1y*93Qao?O{4_r z;B*ocZ8LuD+vAMOz%soQ$J)o-LQx2I!ajzQG zZ?c#%Dc>K=^c7Wo{nT)qH6>TW>~Ww^*MqqsUW>LNx4h}-;b|y{41lPMob{tdrz*>A z9^Oo0{1Do`uBiU^TJFMb$xO34Q;&FKWe}M`rUNT9Ryn1HR#Wj z*k>l86$n(#l1R2&00%D2QdP>d{b?+~PF5=6Jvg^;>cyR)j?c>a?yZ-eWi`rRq$IU8 zMUcocWzv0Y{N$bOR>8`i3X`M}Fh_Cj`q_R<>5Bj6I1}s}C)d7D>ej}=8@7+k5_Na8 zNBG}x;A;&}Tut=>9fgd`)Zc|tlT&_VH!%uSI9ZK?R>Dtfy;*T<$lSNfu;X#J!68M19OGIRrdcpx1WO&)w6a;(xq;Uxap`F9bTF# zB46?IAC_+n{(4dc>p1aMa{w7uDUIJM!eKG*_>ki$>ZD2f8HVZD4(zSz~a^XtY5F7NDQXp`Or6kUkaY1 zWol{~Gyeud$4m{z@4a6+kz-$5IOx9}{HG2&zT6)B6z!w<`%yrf=GhbyuYPwY8z|4J zXqoq1L80N<BelJaQRU}pR*ZZy^eyuP*aN$v2*V8GqZX=}y{K3#jE)c0z{iS# zhSBmo4;3I$$687|P$Uyvt+36*k92P78!qF*)}UzfOlb+(wi4F|{DIM2(G(?VN+>MPLNm+EGTyLDSz z{_*Q7J`HbE{?f{Jg@Mj4-YVP0Gu)RYu58w;J6WF#W_P@EFbeERZ*?eFF@&`W+8xG& zZI3}gBh!uO!=kya_nb=j9f8MRCsF`@$fjU7$kmSW`v;Yo3j18#iWriq@7&_nvj5!$Rl2X00CvM^9Xpk~y?LRpca5wDxhbV>6qJ(?7`D3o5d7)mb?*&#?-)0Lw zX7%6mwf7JP8{zp@cLRpLK8q3SVXIsWotqw82|GKxH8>4XnzZAKAV#Cn^xy+kpZgoA zNOw1qSfqghmGA2_dCMO2iT_j0Y4hlkIJj#AeFeR}b{u}=82x1(Y8*7FLTwcJBWha9 zaJ5O7bT55A$OcdgQj+f{IFW=6T7^4?pv|9-9QgTx@{aC|ErhzkLQLtYqnqG1cp%Qq3`r9$0g}vbEw(R{zILf=22NVrY&I1o! z2#EdJd3C6heK(qfBh)xTNt;x*QDfsV_k^xV%H99KO4>Tk{k!{r9UVfk?g{-^a}j~w zny?{wwlMUmE3aMF!_J$gk)aMWbL;}GQ`!zGrCU&Cizj=jeS^OAQtLA3S;P5|smI{xr7Mm5$|;bm_FX;R4byX@5#Xgj1>EKEVv zEQQzghGQZ{Q8Hq3{)C_Kg-FU6t&MO-7m)7e)452qGOp`U2tc*7b*GIM0=gMnTZnyE zxAHo+Al_4ip?CSx-I{MsaK_kob&t^nK514B{QqI> zETf`q+-^^Uq;!X%AfgQ2As}4}(lIpB-3%#$f}kMX-Q6`bh}6){&9D4 z@4L=g&-uuQ`F7to*R`*`e_Px=wadaMvj#p-G>aN|IUUM~X5=a|1F(tsQe>W#!)9%2 z7ynw{*0yte;~2GDrr`b?*nyTT?k6#4eQ^S}o!8)Pf)uLIDXgL^j``58{QX=O=#`tG z1@n=Qrm-^cf%EukMzk#I99~_1ftCOj!n?1%?wFhM-zUilmDzfOx>ig4W&MhS1|PF)8lgDap{z(k$Ek!FSUI+ zbPhnb03Ub)wuMl>mnj=x3rKQ|clJvf>BW54Ep zB05=oZy>`-_mC47nH~)O#upyv6u2)@v%}DZBxX54-LIgqIojdGX>dRzS>*zlKs-a@ok5(#muncW-afIqKhTDfd_3T z=UrwpWVg7%}s>BI>|?r&(93Uveq$8y2Mc?B&imp3fxVfAE2w4atwc0Jop zCe#UBT&hJ@4*hcLnCY@xe8LtGcjqST}`#QnH>hk0kJ;8To_M`Soj z=STX(O9G4lb`&hZs(Zxlh3rivr>Pj+cW!=l4ZVzo4S!~-BW0YsnO#6aB%}qh=J%xQ znTTzBdhKgylBg_D9Tq+AOY-xROMgM%hq)yN7@$I~_>8qjUUH9rxS)$fPTuUI5RZ|$ z`u2$e#Aocs9FC^_PBF8uwMI z0!$+;8N__RfIAr`?c$DPHoa z?-D)geg3bRs=8VdK#QHr z%B!HCZti==Si^6*b>(&^A^2>QA7F_$`FC{!D-G4DeP@LAEp|Xm1U{SBFzt54w{IuE zRJvPphpwA5ALg-wUbF!|iBLNV!M@%;-$agvr^juk4+3}7-6Vac2a4_q%k{>0gKodh zjiA2M{_FHF=+p9Mah205p*6-ku}h|hs1Q<8vt?eZD39<|RhY+Da~Q=jKJ3r!EMo`s zY&9XY61x%8tfDd-ZM%!Nz)59vk4tK(!Ju}^y{F63|Tj|*(mmcnIodxJa z*2dDU9jm%ZU0`o5Hu4V&l}RPK6j$2h39(blnx?--&Rqrn`K5EXJXh+T9w+xg^3Ql% zlhvnYzfQyDUh)nU#b5OZXdslIav=qDW9RU1{E4ql{k#5!dS-RlSiieOJ$ zkFXJ`fM3%QC&pWjjRU;{MZjj5*KMw*+7z z`r6%Sy=$MnU%>UK1YG>H2mX+Wp$p&?Fo^b%d#W1DhX!1EX1X6anzfar0^KwTm+bl6 zPw{nUtS0vf0^*;f5b`B8KW>*Rr)E4rh;Hg{1*cmyxI6yU?V0s5>u~QR@NLuPeHv!y zw#ps$yX#k!CyN*XYdMEuxdUB?8njUkb9Rx|YV^uyty|4Akec|9v(rPTeG6S6X)s1D zd7q%zexeSq*9sqx#qYOgJAoC~I-)oOpamD$mR%?wJfppg1*WHX)Mk$QRXKtsm5`AQ zy24N%4W8NI@VeDl#ZzPQ#^ipB;#mLb9reWQuZ}{TV$0T#Wash?^ zT_gCV+~?cw2iX<6Dfxx4yi)P>#7gG%^H-pO{#~KiKPBBMKCc8`2nWpe@(1KK*Cd1y z?V`M*?9Ib&x@1RrNl6J;9svm+;YKiWR5_J~`(Sf971FI%KEPuBtfG0>&cq2Mat+Jez^!-aNrPyMH< zB|zK3q=DbXE*&8k2{S@Zg)2l0(+W*2?>#xvKbs}3O9rFUHHsT;G_Q@%jE{B^kf{;% z;L7`j{2}XCANm1ejR2>Bz`bcuVzAm69N+WLk%9LVtw-KYRfci(s5gmbD}?;|&4cSZ zoyvoozK%_AYkvhLB_=oPm|Q{9;#PN`a8BS&5E=~zb%VWE=#%YT7Qf;_CB4B;CJGEi zla%uOfsfC5+!eqb%aO=Alm(7E)fG=VJX*^Avn@3TKwpAg`wBzKo7pEw)-oP?A6oip z>>x>lWaV2;wvH=aj6M{zlm5xher;d>wZD4RuB0=O0l6LX>c(XyVll&(e_aTNB&t@( zULXiMkQFmVQRa}uK=afA59ZGBHL5{jUt(UaOrSY49$G?wpAapH2#P@YBBAUb;4KBU zGlA1}aIPIL5;X}p&C6#xaavbpa+-0%D?bf;=0N9t#p`<~_us^vZb@WWE@F-h^8?aaWFKN@pM z+vo52or;0Y?tL)gN$GKmBd%bd?R-PslsDS=kvlPp>qKSXDUUGZtgPTz$bD5UQ+U4G zWRT95TEY+MdRWmuuzJqf3Lzd2+0a=&99rrqFQ!(6qNe#s~5CPdsn`(08D=K&BnXdpDogTx87GMGEL1!p2hIEC$wSiG2HCWQ+cE zR<6^;n}@K!1=I@nsELRjEVBr%`3=z*8aj2pxWF^pNuKlMKwa|T#}g;*?m-aXLApLW z<(>t_2v~LMxWNCIA90sqqedvQq_ziDidh_?ZC8)pK$~J#zo3biq5&rfs#-C-Z7Q=b z)!eXeqo2093LHNjUB!33^0<=*P_-tCj1JFzYsZI#=@crrvz#iAnpM5ZQ}%Z*`i>#) zcdqY`ftpq|IBQEK4U;8?D1`VvA%5xkbmJ;klNIZIhW=Tu{Iiw$-Cxhs3!sSYndZa9 zK>80_y3%)q|35QDC2)6+XgoH+Zftm_ymO@RXOvEL2MFElHS#~E&gyC^a|XJE7=I-4 z4Viu?EB7OwgCf?q>FHzFj1ejY0mJ=z*opFhT1gUzfq?LfuVSa0p%&M{ESpnd9A~W9 zbFyy`K}KDcv)}ylnT{R4dprP^bYrkUnkFiKHbxc3Ijb$JPm`mY9Ccs*7C3$u#Fcuw*2XU3#=IjQY# zcRQDho&k<)$K%?F#ZtdS0~UEArOv~DY~j`G$oUk?0YeE7A9Yx!DEG#!cCcel_(Opk z+?dFQ+@yOh;5kE!fs2SM;`6x|=+XH6_T>VJ)^#NOfsdw>T|_wFgSMg7wuBZRs5+N6 z2K~cM(D3Gv7dBT1x$XNJ4|KF%B9s^)_5}3iTO%bcUT`>t>W+-_aH392(EQolT4aUk z!WLfOMl+^S=S{?MamF?%)#iBWMd3a)NfL1SWkwmVcfeZFJU3BCXVGFrsuifrzPN*d>qUT0ONSuzdBty({;Yn zdoI}I51^M1K<@W75859*BY!1oH+cWTPZiewLpPTwbg0pK?{|7oc$Xo0*>yD#D#q7m z|L^-77UsehbH#o>_zW#vK`2n#o#Tu44~9p+Udt5XO@#5fHkVXWce5NTdI8Vgh$jzc z3jRzoF{oFe5=AC?v>Vs?3-@3sNE zy}Jz_V=#&QZ!dr*NpBtp@z^75c5)x68$Ym@<%;B@Fy(}(T}JHtZ?mcIYD~s{ayr0f zJZPXy{1wh}(Ra=s*1tY0?dIMI^M}k2yf!aOOkD+(E18VfPj=N+G3g0Tk zYmK}eWe|~)RJ-;v2<1Ch)U-cb@p71@>mlQ^-%NO!xhKfuXm;Z3U=)bOS_8^~8uD7x zcL%@JHhx)l{t*oaSab&ra&HeOcT3-i3I23e78*Rv#H&FREzXk8AJEqi8?}oesU3A) zWX7siHV9cQ=BfhnbjHNco~*8hSn9i2bE9cf?Vir1ih#!%J^Y)wI^RG~Q+>FLu z|LE-%sx*q&&jq4Dd|py4pXC(Bj25VdzH>UzrQ+v~ZyC6&YVi`Ub}IZ)@QjAq{nTQ{ z@)VS%E&Qe&cIWkYRd4EG_+8iVUoRgxS)GYA$bQR$@6^?1Yn~l0ji~n&=^ZHPjW47a z@ELs0M67=Tnv21J}yKJ=;6>U;LLk(emmC zkJ;&cIrrDE?R7XNUp@wnv-rg&ebVNDK1@C|%swJhw%cy!nsm={cQRsMk5ep6z(tY6!FL2x(Pomwk_?{t?X+Yc8%`1kJy9I5r`EIK{$~Dh%S3D7 zh1=>-s~z$4nb~PlwxYPD7h2dsAE}iA=z_F=8szYyF}$x=@1;V&#gpxlt?|j5R<;m* zdfD$41|n8kjg=UUqFV&NS>%M|ynpesYQvs5S$%lRb(fyL^8%xlFcfv8hWcf{PK`)G zT(PD+4}h^QM-=p3=cT;;%yYHv%El)RPubHanS4UmT{U)toE~Ug_%M8|vaw?*0nc-h zDP>coUz3Hn2(vwRbbfg>9)jwJ0UO>O3KEb0+U@Ji1a5X-u8h()pL?_vBJ*Rhas@9maP zq|p81b|?Gebl|r^Q&MaUnROxHHX#Go!H%(6dx1D0v&)u%_;j{1u-N$qi!v7?>V-ZZ zsWtY@qRHhp1>WE>Jj`^x1i=>ed?abs-E(<*w@dTvRr>H12+jn2r^F^N0u zA`$lx-c%W5xct>o*IT&XvGLrG*aQWm9pDc^_&pAtzu<%6T5t=by}$F33HblOBrHtN zmznN)D2AA;@#sJ`=~(A-RBk)}ZTev6cRf};S>E%euoxjVW`X#EmRC+%=$AaLl^ zq~Xo-E#rE10Pi1Gq#(Ax_?YNv+&hN5(VnBx=6PQfXTWN|V%Go3lF*;r8-GU!;BXDB zamY&y5s!HvUHh}`{vMW%D|Ku2IBN)PV75>x>q}2h%=Vh=`cMiKa6=bZg}0NvW(3SE zxWd}+v0KejmlS=9MLc@l46;CJ=th7;yliZA^p{helpqHhct$kpNPo{Zez{$HWrJft z#0|0dHq$9bZEo~IBrf6;;xb=_@>zw7%NmFXC&8TVWSf=Hmm7;lu4}oA>H#uqO5b$oy?sFVC1!k6Q#zPAxU} zXGf289-GyUDY*|DbGGR_IGebD*fmeJK{*%UnExr@8xF?SiCw4NIuZ|8_eNNDT3Acc zs5Cw?y?WzJypfk--dlyn<9Lr#vlBU~A!{TvluD0rlV8D;_zpD;W0ex%pQ8DSp(wRy zAI^r+me?*0G}_P7qF%TnhSJ*cQT&?ypDhT3*y;n2n_VAPxz1@Gib*L`jPC~IqQbRS zt&2`acWnlbroF~=u9WRylxA}IlJ{$wCh$v7vh&bN{u4VKJQgC!Hp6py!e`xMnRjlM zq0>ssBMu(OlpfWIy=lCsUa)Gwkr~NJk?HH(SNmYO?x*VK$43DY~ra_=omIwSKjwKL3T`SsViEv9Q*=LUw-Ix-O3dTxb^yjJQ3Y!U5#(H}E~eAuJQmFpSi`G-Xz zMpJ8%<72Kco!csAlC)&!)$uzc|GKZ1l+%?*warfDzlF)W`eMFip! zg{Zo8zne(1rmK7fq>s{mCQ8MMJb$I{BLWc)(i)Jc-C5mc^<4<{`*g8)YduP(Ix(q% zb0~%N^!xGvKA(9R&)bt0R!|`*1o#w-nDNj$L@Pjk!)5_E2K;eGDI{iZ5EI__I>lhc z`Xl!K-x7Z|Zww_j2$OUoxGjh)l4z0_6j#4Tqi-3EIA`mZ7K} zRW*C5-V!RSF<&(WR-AD+67x)oGdn~OC)od7Fkh`rFWP? z9xlK02{Zs&S|?PT<_rEY_R%&h`*_~er;o5=l#$_|TS8hPS|7$TqQO`Y z7wWAgqMe6DozePyYgU_Y4Wo#psia>iREqTVuYw{*^)Z>4m-5=7dq?^d)c6k_6&J?I z7ip222H8$Y#@2zz-Eb8chuUoT+w^EV>76P7L}iiPJMZ@fv>-NV2Wi z-hAUECAf#sPZ(Waf|O*URfpm5s(w*-wo1e}MV@_<%JQZdlPUUiv>rt#)nuh8O4pa} z^EyxrQtfwH;&ZjMq-G46^=3hf*|st_&B}NLqUZ-dfkg(;NJ847g5ShENP{Kp9@t`@ zCyTen(~c}iMh4GZ--^v=IOLgscv-GNq!o+wr)(a2+O zG%EF!jmp_E@N;t6zAlHKwlAzuzN<@|GR?ao@Lcad9mV7)kxV%`d1Rblazp2MWs`aajl4Kn$GN#J&a*cTLOi(q+Jy%| zBAHc-Bx%qRpw7@+&zx7IjZ+$%t?sX3qDh)yrEwgfmmL9?Jj_SHA@llZ{%yi2y>@Ea zI+*o7JQ4n>O+%MtUK@cYo;|Tpuk8NeLxxQC3q&O485rV`erF}izs=$2S&wznYV!Cz zHoaVY;npe80PJ@jJOr? zg$Y{5l2VU?c;zE6DfxnhnF5cYG(Sdt)G%A4-{UOS-&+H3m*c1T8i`NKoDnoWs>am! zu7#i&JFEIYokz>$Vuw^RO2lLxF-soE3TYtv#pey!9d`%-Vziy;%QJdRuxL-m=X^Dl z@gq2J+*@E7$*66Ajn}!+%_%-9?T!O6mB!`}v9Dz#Y*&Oe>1{(w_y_3C#pO?IrZHhm``WPG;$Xc2j~*D#`Rl@ z#TWmqYBOXq|4E*`-r5-84jT0pVr&^Y>yC?vc*+y7#FP{I@Ln_Dyu$qGbwZXfT1vYft?K^!XVR8Ym~ zAUYTAbbnh+DtX{N)#cc`{_mPb zJX#4S4p{xtY_UFV(X_YItFw5)`L(qS_ZXM6`)QhlGY<2Q{b=qoySv!9^}z!@(m}!0 zhByus?Kde(C#iv3uRJ#Oafm<^Z<1A|Wn`kj4s%M4iLJJ8X0`l2)4gIw`Q4uO`J58#e5mSgr{bJeahB=Bpiinl#7|mB zU0hs*Fn4Q|5+S#(z`XvC(?k_0sYSjstBLK_D~U=2AZTQD`eea(rY#9C0r>_womut)@Kc;#a*N;mZbvrt>c-U6ob8Qu%&p6s zAMSsKT6uwDT(#vSG=n15jD^%U%-<_iJvSVB)A)V*Xdc>nG$rTPp5J`%)U2PHnPox=W~x~wAD7tz3zTj zJDC{r4kZ;qBa7JIJG8=eAd%A9!$&MuLrP0*CgoulXkrA<+N?bwdIx-^!oxv)rKOSe z0jO%qggVqnrRu2>5doF}sROJGt%!L!&9m&dM9zaL$pj+OP`>>zRU%cY0c zs7{0sJyk2Lop|$BSN2o}ut)t#5{~)bFwJ16T3uWD#V{~oyVptWC0;h;IqLqWLNlL# z9X&c7FT9rXZKo^mlt)@TptL&n1by~|1*j*br4_7&M2}d}X|~gg6K~ql0e3^V%LtKy zf~l#Z15P>Gy;Yi+4A*+HVD$X=i>%i=%6NbK z0}bqcu2c`<9;KG5!hoFKR;?847!RNzm$S+42-2f|E^gl!P_EePH1Uq68asVNP#BzQ!xnhqLRX)|}Ym`jyTMd6&RV zMC1L?K60jFSK0IpCUkf$@;xO>CNa~>`7HUDUkR$qo$UG#rvsASAFeB89l&n%CWbTk z0NHltcQlyh8NvQ4fn5%$#rg|s&QC3JeWDl~&S>Rm!tMxbLSA;*rgQvkM4voHM4dz# zhTvMY95|QAj%I6n`{)aym5*3GDqBF_ecG7qt+AouFPqaG#omGN{4JI=3s|DOXzu>( z!39w8gUS}#X*COiQYMorc9V8fx8@UqXZE7J`a_^6!Uxu*6yZDPex2fPbLFmB*4Cb_ zR>fykk`+hozhmRWUL&hPyXaeJei3Hb%Qh7=)zoubB!{47q|~ahowiQ^SA1%riAX6R zbeQU`DFA)zt+Qr`%^%WI!x9eeSp5;f@vFA^fie5J%NfdC zXD^YJRD{&O=on07tGIKK4;8Iu%U02g#0gJlH5rP&Q|;)7mSEo}B>wv079LQj#y+Io zfq_HBs!pe7wr&<>CwPx>l#P3$IzO!6fM~dKHbP+DM#`%zQ2LHQp0oD<)VhAnDtS1k ztY-A9vwSMGeYLTzh>EUv*4AOM=x3-x_*MB}qaR^+m|be}$km~NAsHwj)SSjp9R*S? z@j?Vb(AzV+NJYgsU&XQ*&A(-Bv8Q%8zZ2ZqO&?r&5#iy_{f8Qiu9D?4CM6Z{#itgl zC0ki-{%OD1!_>a>_ttL<&2%0}wPdb5zI>0Gu)_uk#NCLXMw zC)F_2Eit$o5g>B^sQ(s>nHRs2{KgikbUM1U8>wb=^QQZJ2lg{mWrH<3t1v8GlJTXO z@4B>t5%Cz^&5Y|k+RN<^V@f~f>g8u+jnPG?LqacYsHqN|>=$^tw6GT=T)OZpcsgIn zv$9O(MQdX~>sdl&Vtc+8RwinuL601Pl@wrT$@P8K^#0CHN+syPKsi+rPY31O*7H@f zyPZJxkX*!P_#u5_H|s3Klv4(DblPgkeC$7up_c3iThyl3Z3GkENoybTe2ie<{z? zFTpFuyibrZ>L|4a>B@4n{$LQF94s1_`Q4b>nCeC zZZ|w_J&+k9?pCws%HUY1rK&)?-ZW{{TD0mnsbl+GS$|vg`KY<`I8HHdA{;I$;Yl-< zi&?vZ$Gba>{QbSMts!5hs{(qWOVZM$B~`@U0<8mJ8n2k@k#8-~?H!FgUNrFFT4bh+ zwWIgDrX%1-1v``|MOvAV=0V!!lsd^Iu;&wHeu$m}oM!%X$o8(=&bc$^T!;GfV0TM3 zL4s=tV~4x7k#_WO>#(){Di|d3Zi-_Gx@uPM9`lMh14wcKX2@?tUn5)XJalUn@QRA3 zcOzSXc)~DH5@z75))(-a?l($qsk1%F>Sk5kG?VsQFmQ(JeU1^kBtfl&)dX;G4=B4h z_cI?8)2|VKPlW^3GlHRT&iWU-^R=WN$eNe-+ahwSQCw;A;9OSS*+#N7AiH3ixogzj z#y@?rMI&~xYWDI8vBhb9=Z4agJsVYXx=1pQk!RvZY`FW?1t1k+Js)ownRakBgE=y_ zTT?@6S*-2j@;j5#$v-(0!^ez&z1(i1`Z6L||66Jc?$<9>jv-sp9n<3a5PUa4m6{OAc|1= znBQx`*kFGOH=uSD%rs94nr{c{O*>Hnd906~YoK`C2;A3AN`vZGuNS86HN5%9#ITAR z^=et;w%^36+M&Km)X`FI?n#g-C%R|$|1A>uwV#vY@(IBcRHnMx@R($o3_VMwyfteg>8cp+KXpLl9Q5v?yq>{ciC z2UTd+c->>`;j|9Vc^gp1XCs02b)-sHZ-|n<6DOeh5hS70P(ArYM^IJqeZEm?T|w{S zKxCInltw~Y{huZaT$1Vr(9F5)0PwFWTHE=1O3q?`bJHsgD!O3khqbP-Yw@a}{>u&F zCq^Swrmttm-=mgB*-}BDTm+wsB~|F@c44EI+|vm8BxvvxQ?71P)R03m z_2K`#52*hcqlI*WQ%R7l`Ci^xhd~*Ci|jP(gWzuAfov~k_d1Gf+9k-?czDv5xc$(C zA&*KU6%W{Juc|FI(F1tL44KIDEh(N2t*jVZ3{D95f?%0tw`*)DXmaPcwx;@vSq%jx z-!`o*{tUT5G!`44$FY59?w}J@<*6iJ_)%+0SY{Y8eU1r3eIFVEn7q7Cg@xF^%q)1+ zkz4NUM&H+^%Zi$(@xH^?{H?r?d)^DoAMb1YPs9@h`0fN1huO)h-e>LqUQ1;m*_eiKXJJc% zop`Fi*iBzUmgCNr;D0SeAnU*O;Np^jl4rkxoGo)Mv*EW$<)Mxn*GR_JCs^swZwt`a zNge7j`zJnns^E4l2Y6D_+!1)!L*@Kw?)~!^)ENuM7qdFv);w_-M$z}a93)O4mE#C)tEY3)I%-#F$ zhb^~k78vDNhq^>H+8&a}Q*|Hts{b?LrV?%d@mY;L&9Ta}s^$U^+NwrS+E)isg}0xA zv;dA9v6~L40z2@yDjQF?WWzoOrsMj!KGtpIrIyP?o$bWm|0;KbYPsI^fv{63hTP<{mc`mc-QF|aKhyELWj2WCPO9haP$r>;{L%A5XrLEN9A@|I& z>BUXYM*43DX#WUBK?A>*8t;70fx`ZdRYLg0jxX{VdyCcnGY}KL3<|V<-o-~!FwbQ~ z)MJglW~{ve|rJuTCr&Q@VcVQ6h>;6t)k%6 z2~>-@P|K+hI6QDg(dfOcL2bcTi~cAVi;af%mh(g&G5f^6dQ9^-@SdX4Vcwl$(XWDO zEYJCpUKEZtgbfqYq5yo zA|wW@J8By}Lb}P0 zvx&gEJd&hs&ZO+)=}PRdB+2`#+`Y4SF{dXO6SStVWV>i@tLk9@qt)z7eF7w?mkuLO zX5PX?k(+KYR4mLrhHh@Sub{?_(}{g@yt7sO&#iurBJM4Jjt=ieR%SPVelfk56JulT zn~lokU(%HA=FQl+O!uqv5bSI=j^_LV=fp^%G6isGn^xs-o1QQM-HRb`4U7&HL8G=M zm2B1SEk-K&?BgP0h_dhXu9DMP7n~_7qhMogqg#G(+OA^X4hzbI@#Wm@y*tiVrEjs! zX(J|-cNKuNHVmaIeD<)?bqt{YA>0 zU*i7lB~bwt6fa&+y@kIG4D6910)5Gpsr8{xoSjCzxEWq=DrRkpA-ls{6D!~05T~Gw z|1m^aF>`m>ow-nb%^C7)u|#FV2FWg*qQC@>E?ien?0}bfx_^ zAvgUVHBmi;o9F>OdU585PZ?;1Ak=GwqUR$a>0@xr-z4|ZWl$hVwPUB%O^=9QR~<^h zsi4V&zRs=i>l+c3JCl;B1x1!O;eT)FUa@)cS;BEL!R|A+@fQ@PWAgE+8HxDS?osb*X2a;?j^%=v%#cRCgGt$oXf_SpE0xd zZ*fs8CamJ(W{3hjxV`}IOOcG?yp*9KzFxB}@%+`f@pAI;YogS}DU_RbPyXa_Cfq-KNt?cq2?_jP#pGcF(BBkX{hB@8Iy!sF7t5=SvQ?8baxaUO!Lc-4&e z-i|m8N_VA?4s3i{9+xbsl6mPmB4g2SErK8pcU z?BQYYB7?`Ju`sdF_S)Mvl{L>p`86C%#}V(_Z_OA9^>4V5ANSK2Dzy5<1C6A{JalT$ zl%RJ3@=O7epL%&SNaMN3=+4ewS`+$`1BTKYS!+&CQHSm4G9AI<>|J*U=idu*x=AR7 z*Y)OSSBabsbFxjM`rpMVkrGi@11>mRQpXuB<GQ8wsIRF}z=OL(%TUTu!-{LsHMD6GqzbhbSxTBcF?%^O^7$KQ&z(vq zhDX~;lJcR*t>a<%^_+ zvr}xwO4r49I9Sg%pX6RUxb@}vg>ajSJ$H0;`o!nakpg9WINPxkNH71YlX09&W5B>*reG{I+U|Db-_=)3*FO=1}kQ(J4t55zZktEx% zo6yMpyN+eu4@Mt$_oH1#Np3Dt5JU7Gh!bG8jmZ>Dmh>~J?~pWXZnSmkxV7v`K2Mb1 zJ#h#!lKthU0In z|Izs5J~k1{!gyFLZ&#U(f&_O;o2h2!*Aq#sFJbv5k#V*J69>8KLVE#=!w)9}fvfgax z%l6PMdYr|%iMPXpE8s9s`6nkg**q!4`11e)5q3>=Vi_~FrVL(;_GS<(aWb_nOei^G zeG-XNqG-!-{A5wds2+!yyBN)GTjTdDDL5`Q(rmbP(>5QaX_#z*uRCmJG=B%jKyWk( z&Kqcd*WQ$*(9_))XLRomK|sx!Ql`f(2@N7V3r-SI!MFjY(o7Cmo%TyjD*FuYkBH1u z^U;;4x9m#`K+%kjh+uDPPwB!%^uICc5v=BN*K8s|FsjmF^8%lHelKJK>Pgih9Mm+CbWC@Rnzp?7q3;+j?4ChN=iF&%F@gwCH_Y59oH@#cO?By&|Wo~L;46R z1k0PYt1oAHz>B6=lwggV->aiJ7`#$}&Da|kJ7YuMoX*_^TSZ-TWmrn+uI%a4I443maSX9*=2nqH}OMs<^1!+|!$X05wu4rTHTv zpLSNOU@2oW0mpiF;;%ZLKCJM^2I`fxmg+jy5$X0cwLpADZQBjoM?LQa2df)SBqwgr4v7FQE z-2J?C>rAT!f{N_#|NLIIYj*Y>uKCj;d#~th95Y`|Y01sa7DSuW; zgYe^L*_o1wW0d*R?^+>CiYp`)tR@p)7U{TPQI}Bh6v=$wclF?9@LMOdVtj&tTEgu8 zVDIim=b9al13aM98>#XowYi~^Y(T|4LvM*U(nA2iBvy|up}wBp?YkCVS|+G$yA=EW zX~6ApfHBbN6-TA}&)n=c2_MkFQJxjq`#GzLY6-++#N$6LX4YLw8s^8~@^GFv^8}7Z zF2zz2IB!X_L7^%58S5+}a>T3&*`?&>Q8xBmrKbDaJKEHAjB3ZYu4G8G&9WB1E&IkI zgfmSwuquQZ^{I37P-&^z^Ro$}q#%OMm>;;I^B5F_u*#nw5s zJ60&i_LoVY>;i~0Q!>VmLzHAi@r2?@vaHE@3-lvtaRmqs9%~i^wTzeR`299_bo%AM z_fmiq$(tc!lO*xbz$Z7I|3whzy+X|0*M8A+A;+V$KH#heEJ}0+o>rV;otO1f(B(fG zjvXUtJf$K@$zY9F*`72jzKjJR zQxVXpR|zx{@z_g(5{RW!*-rb&G2BGQ>b_)r43|TN94;%@?~uZDT0PAa|FaGMS0p`H zPNS2(b2Qmp`5>u9%)>b|uq(`oJ-l&kWj_?^O?sP*~?b5mN| zar(;W?$e=o`KsXEgrx@7c#dn_%w=Ln#pjejOXP^()ocl`4bjbXSKsnd6i5A|P0~aS zd$PD2v)AzA7e$>gN3Wm$~?Vc-}N#?{(E9f zVxc&!k!HOW{MbSC>?^7fGlC)BwoSv7ycX&Ql=4uZN6eO{ZCPYT_l4>Y{bU za?Ifa_erqIG?k>|(w>?yrQfCxtRtXor#j`LlUalGu1jn zt4kSmd6{?>2d_u! zy!zAybc!1kRwNy%M=NaTcs-+8Ip| zIMnw+H=KstbX+pX2?=$s|X2XU39ta@@q}_cH^hXUNWkKV`-KQOTc0Y zCCgJ9)pH*QLe2fy%A8>LAM0dEPjjvb&OE%ZE*zG{b{E=Y~!6q2lhk-;Qe^k86#anMM=Emh*?8=^i`APx2;= zv4YOJYmraPS(TnYF)yYo(secdr{0tGldKB8P+%fuAJMQleCj8?Vcs%$+T;&J2W|20 zwShX|$qxFOC`s+IR;VK>srlf&kLF+^+>urI=~$V)Z70b1bBFWA=ej1JA^mz=DT+7k zq4o>V)U;L%N2BI>qJVSWT171%VIz&=dB`>Av%VLWEsz~vThRskevQS2XA@Bx^g92A z`&N@!>tcn&-iltS^bEkp{yyXk_bpGunHQ*~Kw<4Sztf<)aIe9oXIoOwP+uo%j!Pin zf-ODrYJNiKKo65Rmt?&R?u&&hA&4XrVX&MZ^}3{<IkVXU~hmHY;29a)Q zB!})AYJc75{MXv&to`GyFIWqodFFoZ>$*NynyrVqzrX0%&bi2ANuKw7h}%L)@%{CF zj9-)a6`Fr4@c8toCzl;BoFVJeKdn>R6HT!P(D5)wzGEj%9Ve}3mWAt(Qz|HwB(@y^w%4tNR#p36IZ*1-*fGhS zdH)b~;(MfY$@Ig8#`*eqDcVy0?Pt3|ipQw_+!p}X#58GsI7fv5DB8GWyF4Q~EGs@2 z8KolcKN~R^3#$8GIb+WnjycU7;=>iS?8U;r;nXlgVm8Bw7F;GFwGWihlk338Mn3mT zQ`AiPT-q;I%Q*8Ji7k&!a=W1c_B=WEQZ-v*f`t27wS6PZxrNpXN%-Wz zlPh-1yeKomklSQmYb$<9@tf(kqO$D>N@uQl)T{5Fo2=cC%&={J*}ExUX9i9@Upa7} z*HWqx0`m6%vEY23h^2w)r@@%s-Z6l(9hKab~<8Vo2AttsXaL-ygg)P~G_H4KXw=u$me83|H8jzZ z*qO(LxyldT+y?hS?h&z!V!rVi&1q^$rIWisFus09t!1agmCW28b^$plNNcKAi>6js zL8|V0K=EIz(|zz1IhhZTO-t!Ck8H*WvYiIMfToMU1YT$U>D?d=zRbPnE}Gf`{`cPA zIFxSfY;MZ$BfQ1C{HmOfNM1rp9k2GAAml$=x!jYD57WO=DUEEE6xf>nE`EE_B3v%s zk~Nj?_k1xB)iwt+E)*ftcY_-j9`p>?BhfQz+166eMkBE_402w>_u)@!o$bHjSZ*4N z{}ATjP3s5u!~+C=?*#4P zre6#Q-fmsvJC9xwC1`h5lji`;bvykF)It*0mZr>{#WOxW?>C6xbz7%!2%x-SLP(<; zB}Y9!>wVdbKacRL@w>rDQ`j40PjY*JP#WFi?&VVB8xt(jccTj%Bzys4Q}5cer8u2z zN>w)WdR3Oqx^q(8sDYSKaJpqiA~*LX)GI4L|LV1r$SsFUaz=F;eDp8KNm1lAK?IYB z(PPAO{@@&00{La7n6~(w@r->FbLU;nG}?~p!;#I9gJdB5T$K<@$#@mi&sRuIVs&~D zKnY^eHC<*chJNLg0H7Q!Pj^r1%F8v|7M2?qf-}yz&4Z6Z^h=GMsG`TAxFZH1o6C8u z=Z1T*D?phuV*eUDQPSeEm4Cp0MNcY8J&{7o&Zm0fOF zCgH2DUa|x6w=bqTbr#szBUG}pb|vum2Tq4Wo1G*>H<|}e-a<1w{a;@U8)Tp16B52c zIiT$p^vzzr;R<#?WF)8nwSoPC;vk`tK4-lYgO5%d7W#g7SY5jdfNO3eqwjRy+hb`o z0}?7h*M0q5-YTp+u`^}rq+6wUwdBF4xSjkVNI-%p@KbdfF7ar^cmXP|!fVCd$tD;4 zR5@~X9cTtndT{c`hD$tELdlWDgn(0DSDy|8jX=CL?64~vsSkyhM|CP)iM}Eb)n^Kd-rkv+H12}J%@__hyVr_e4rQ?9Z zdF*j?ES*%C>`MJwMG|Argi$Ppsh8|H0%vc6L^`61?!96m*!Q}lq1IR8A0 z3diL(#mt@jyO4Hr)Ir6E8mxJQo;ksXwjbhswwy*eFocWH(PM|gf)D#Z3yz!q9IyY*wtg@=RyM6n~T*_U@RmNjNSGO#(Zx)!1UMW&i0jHow2nm{E zds$mvNAn_dSxc|y^Or^Dhn}T?mk!;sPqEv5aeD*p`)zA2pkJ*o%F=wIHw7TVi{ggg z6uQTdmJtJ6FQrea1``iY7ebex&Qw?yt_yHC#a_+14AixO8w!6#1X3!$!VzwmTL8wQ z`utwaEFz0raXe@`XLnK@gUqk&edoTdp8CwDg|F}{Nmb=HriO{v^WQ_y`-gssfZFPU zoV#M>!lS9%7~Z|rpl|B$pHtEi@cj8egMH$t0lFi@@~I^##5EvaWCOKOuhh;&WEW{Q ze=;mVO0SWPe6Ty(a5L$D;qD84(mq zc?0@LR@Yrvwt4dH6B8M!TvtZl}_zO{-+~D$ZD!5o@w(Kv;DP>;58df@^D?RyC|p$5WM3lXXfwYgDV>$V<07bt6PArH%pB3onP|^pm{RNQ zR>*52SX3ld9d!WXV#qEh<%5O5g9RIFr`W&vs2xVV%8(uY)JwCbp{=tG6s~(s=K-oy zwAbTqB##y&@4oMY$s=H#7x=GnzM&|`z3K1mlBTk=RPR)s6K-oEDdS_?D23wnPWqC6 z6`;=Qbmk!q{m9;GCXIR0SxmYS*AGr9C` zlP=X_8YAQ7iSm}m3@h*juG95p1M(f7@TJJh_s28UcvnWwaU*LVddXEAyLJ=4d-tv+`)YI5{8Ga6TwQT}YVX=s8Ad+XTn@%< zqnc86gZQi+|FS0yD%weTjURFpe7(Xw{3#3rLWntCep~cR6h4xUh!G$)PRo|Jn)&Oj zHweF;IBN0v-n4XkEXc9F?x z{*M=+9E=Uv$nw%&>3>C)tciEK@SL`eHEfq}!GwO)xnzm?{|$gO*v7ULkUC7fDs~>& zp*xxFCq`SfSbCtxer|dtW`0vTD~9``Qrui-Tbkl*D9)CC5e1R9h8~_A(6l9<-G}ER zoh!S_iZHUQw`IcIGx#nu9b=WJ80r;jr+ISV-WQ7QD7P5zrsmuhOF5h={`~-XrK3$_ zv8i`{`jU13)-ojjxt4i`l2|Sm`(}SActSSLZ7crh1~_KF2hj%=(l+Y#>`E zY0Z@Tx!WSLx11;gxHlE~*-t0?G%V}NQ7GlA;7K`PRd2a4dXmC>ECMJ~0iWs2kb3K= zhk^+#Y#;h|XDC$whWJdyffkcN>O?poy4J+AP91j#*aw^@5ObPia5K3!Fa=Eq8<6@! zZzU~uQTu0~oX~>*2;@zaq5->Ei^eh*vc1NiIN4W=?_}W6?V%kJ2|_4nFjI>*o%Z#r ze5EiB^!}(rLNSc>l-7~zFY3k8#$8fV#}o41>UTVdq8f&Il8$f z8NMPMRL%}XpK)gi*fS39E>y0{P9Cj-FwnE_KNJAQg}?pGo`IynfJcn)NoE(y4;~!A z+Rh-g>xv=YFMgqn`*dr?7`xSaU=Q~BH@U+EG(<@P}Kwdos{agng_C(cpIH8YX*=%j)w5Vs^J@NKps%u z+(0>B^w%Sgcb{66v=&Zm870rJ;4C3h*c%SZ3D0|{Io>vKP|=c@H12aQjJW~bksf#7 z(!-ELOHGuy{gXon=ZK3xWK$@0gKgiXu=Ic^L+uCF?K=ru4guIWr>=&1h>eH;u~T2R zi$MOxP8pU0EUN(fE{Fcmgaj0lus>_<>RZd3Pwf~N|1qqgr*G}zi+#xjljMpX5o)SZ zzI3xBIzS;3saj7h*P6_m{)NMTkkuJEtSb`gp z33KN!d}TI2ertEXJ}>+A^E1@Bse6a~qLXZjCgTNEV4}*cGLV=UtD1npMz4Bt?cz!e zL_tSxmn!0$N?_4M^#+!0)HJ{YnfvG;;&Z;#WDbyjTL0hUpN%!xnSRw2fMqq%^p;PgQx>gB=T%oW z)-_g>w&*nD{ga16DMo~+(d%!9cTImzPovB#|1?j$J==XHUgJ*U=HT)2WVS=lCdp}Y ztid^Kxf^xNn?HQ!krJk<9;Pd^7@SoL1oR2W6C|4_zVBi(vs8_zOua~+ADTKELP_KC zYwlb}uuFii>2b%-gqJWNou4E&8BFI*D`~6bc@K8;nPghgqq3;3QP?DDoIKA>p%zA~ zJRQH$JccKw>kJKTe@?oCWSjsMCX_*5PmV^e{@}UB^mM*KGu?!d+r*CGvdpq-#gIEo zDq|57Uk?172@H%kdtHhD$GYa9uoU;B?KL*^T}NlryomF>=EI}89O#7kVbGqFNMpch zs@Q=+)ce zLhV%U_lC%ulL$&i;4eL8E_n_A&P%vHp0|2Z^|ysvRBgu*-l!GkVd_gnnzG1g6`nZSs2Qdqm>Ap8P>VRS-Kcu4Bd#;wUJb9SB$sBpA~u#W*Lp zxhhjVrnZ=?wGLfxa&NZp4Xiq!oz1T;H#}<-r0);fT1kp{Z4#0%);_W2j0+tkA11Vi zGmg6uK#wxw`(@A!Kb->s(?W(OSQDg zh5rJ%4{b_ATx|W=u9p#!{w^pj))O=JG3q1%_cULt_TyC9Iv{}xe>?;+A_umJWJlRY z`XACV@hoxuphmBVoNmqJJ58j9ocbFjgi%_;ag2?m%)$^8AArC1fG=#-`e0lMql#8) zp}^j`$PMhhS4EH96$KKZwGDl^(kUaQE;)+)^L({pTT5_>q9RNvhMZ1?`gHd;>Ug%1 zMgxM;O6}oo?BInHcRRImdUkTcda)oe{aq3x3i+_x%#34Fq`((yDT!(;c$BusvVE-Z zL=Y8r{Y<7Qj4J%P0U6ElSh37lcXwl5Arlo}b3>GJ;c`D61I;DFgffw9^QdXM^6w%0 z^52Ia*)FYF``83vp~b(O-}duGBrLf#?=$4v-?ZElbNX<@rY;F>I-bpT*ce^(-JJmo znpXWOZ$eawnMCD}|F4ZqmYpkSyThG5F5HhHE8|6Rf21X(5z!=yVlKjkR$?=lcwL>+ zC3+LM-_&1uGNpHlJIxi~eiMQ6T=^_0Vu2Rc11BSvB6dx^c>9CnVzB!HiR==)x(vsA zA?`Jdjb_WB`PUvVMMYOX27gWkCnwLQsecoU4zAt}jr=Yr)@MHg@8eRx}yw$IiW)ziDbOlv$Sx+0?I zZqI%5_=WyVmNJg7l1Z&bc<8#G9G{oJ-OCKsK71dxS2Af5i*aRoBoWC6 zsTP`MJR4warC6(d|F*}t^-vnaB>0uGr1xS?+9DJYgw-Y#ax_UZZRHU&hCtSER;-#tt#Ko#g_JYv8e8k+WSqGp3G@$*-d;rC^@H9hM@O!6|HTo zfZdt1QHFq=0uGXxhYdB+l&0*U-4JZ7Vw3f&zG9O3cwvx6T>C2Z3XtSFqLb z)^;Xt@SHNjeY>X)i08;quYo>02cCu2nzliugJ)Wt#UF?xUx%2Sw?@vGK&3vJj;S=K!M{rIC7)VLu%}s~z8qEE<0;kY-~4 z(7;0HNVN7&oTTmy7-_CO|4C5)w@W?j)&R=jh|xUPb?!=2NV<1{2X*cJxr^EQYQ!h=ma)E1?a*JXOILrQv8Rz)hu_~0<@f(sOIugaZJxRtVZZp4(d>-a zyCyZ7II*3BG==We|5j5~vGmL8Hg6A9jAMKy?yt)3>|goS>>9o^jTypqnzWKRxe%jhqjN+Q+}d`z*yLcU%5Kpr%IIGBYrmGQ zp%ZkzVqOu{%eM{OVYxD(keu`iH{NmT_6n889eJ64_F#sml=slyw~h!kclm%-d^Xha zX7WW1-pvCx#6G$7N55O@KR6|f-z{r_Rpi6h#;^Ws8L0;XPCd|f`gL(3%XzWo1hVG) zN1zJb21ew@-&Q5)8aOm1zi?WU9ji0rzP-*awT+)LCN-77!-tuPhY*@JCQti60k>xwyzZg;oT$ik`N-889mVIIZA{o{T9J&MwR`(_>E9U^#iuSDo! z_IrywP30U;a5ZDG^>2lNKrVI?t#yH_ytda3zsn8h-+&mA*cHV9;<5_BKO+UBe)L_(q7>qn3?9 z%D&hwc0FkAROzB_t^55O_kPzYnuCm4MBv}U&(OA+QYN&%fo@W3#dgwXd$P=hg8zpM z5J&i2^WfM=HAREW$%xTuJaM#hoP5gidBxUbXp1fScA5P3W_5Cz_AyI90EchJ9pWJM zXyl;KQ3f#f6>s%3kNyQtvubVdm2+eRz6eC)wSLk_8v@fSOR_0N@mLsA9b46B;}OZmqZ4cKpHFrbq7Hy8Z zay`aBB>?W3(&zr@f552W(gJs`ZJXmbQb7tbkSOm6D8!Ihhm*8OwUzgEG&0~upb(4- zFSnn-sFD2xn=>U{t|wO2{F+B(^5z|#6|cj!D@ps zZBVD2t*D29%4*>nQ>B{UPx$c{uu8z3h(fgB`*WQ}ZJHbQ8+?2l-TM>8U**&HG+j6e za(kg&0@cPce!Cd4Qn;A((a5HY8$}Vi)nu_;1i5q3zW*Bee#Ev9Ifcyz+(H-ui+{E_gDsTYY*~hM#64zosU3(!7Awh8EO@ z0-OUR%rs_7q|Z5j)cTU1-p;8VJxabJ%f*}KvwKKr_%y6?WA<*ORY1->a*}f?RZkRc zjC<W|UN1`v}#Y%Juh9k0V{jUeTlfJ90u46FTYKlk#6%m^RYVS!L(C z?YiFiz8Ea_&bjG`2EW)5noC|V7b}3rP-K7ZT91%WT=PFzfc;wEy(xBWIv-1m^QtDW za=p;Q)kxzm9IjMYH!{VaaD1HCL(H+{GOJiceHJm}q7R)hWHE0Z27)Qi@aAxxaC$!j ziqz-ZCqtiz#OfBrotRobLAbgltV^GENnm4;#=@Szy$qBHZWmoe^{wbMo#V3Z`eI+C z#8B<*Zfucaq=#F?2DyzRRA$z=Zg0za^*N{P^d&`$32f`EB_fG_}kUB4ydI%eK5s_-TK zhtashSdo-@Hs@N`hiU}q?k=$)-LOsA*)-%JaeKngH5fyDD)?rGEDNt$Me$>|0V3Fl z*L>r0ozDzyOaOQvaqao0wxTw<_f7N{%FRB4u*O)BOK*}rIeN1t-UmW0==X?E{${E1-1oV>=O;mC*RV?flWE=vE}`I_KH)fWmR z%a~dzv~a9le3h&5w>T+*nPwV3wKZ4ZTb#&KcilIt^k4Cj{7$56ye3?c97{ zO+tjwT~2h;QskC{v(y+q`X>X^JoyM7PuI@A>Tovgj-=bXECmB)A3#SCj^@HI+&A`- zu1-S&-DR~<%**eq(*Pr*;SymIVXu-Ny^`s<04O1x*myo)YF|wY?uTvzI1VE(2_2A# zIyE3i1=!Q-5a6EhY>1s``@QRZH5-;yuu<<@w+gSuYhsgWJs&-69#08z2+$CS(P}He zN)5jsWKm~`v?{!}u&%Rjz(UXFC3YR_kdj@RO%Hev$VcM@QlWxiLsWl7oWKZ+}wDfi_2Qs*w|!snxQUn?Bhq{ z!y48@6Kv4e6T$L{?Rx88KLC$oY14bqtA53??z?Z&)DAB5#D9~IL8Ois)`|f=VuL!I z;MnhadD$I=EOg8FO7SC&%2xqXY5U*)g;wkbzMN7)vQjD~epknOx7_gH-FRQVOyGSf z;p}3mU5!KU>yj{j@ojVQc|;!3ISWkRZjd-+hMVTXh3Lj=Z#jyHGeT$}CVcGF1b>NceD`Xc1bTh(!>ErzWS27q&R_T# zW@T3kEfNCB@*tJ0Gyae{>$E}^^7u)4jWJ=LZPOC;9FgpD_)wwIEyT?%A^s7yiD?&l@O~{%wAvv5lq&b1m#HCHi9_M)k`=A z1|gE+=4G}xr@kL!>%E>_D*4^8sE7GmG!y+FhyG-v(dhfp(LtfRC4z3DcSz@YW54gs zGR)*j26FbI^1pmDX?#8sK|JQ+=7ZPZ%uvM{c;2$;fhuRC&q^edd>QY{r?L$}`)2CM zxf>y|&<`)?jJ;2a>c%Aaf;#{znf%G%EQtv zXMqRJv|?5dxBe7mI?jc&7mU%HwSZ3duv#f_o?{&<#DIGw($#ym4{1JZ{Bo9{DtAt{ zp7Z-$vK(nw8(dicf6@SDouy;X+F~!+k$|GZw!eOjG~Su7KCzfFfVfACN7Md_U7jRt zDE2^GLHn-{GEMgOR@uu6Lkiv9+%N;zClh8WUmDEuU)r9eT^OsY<1|{I)2?8TR-D&~ zn%|f1cI2yjNLBCo;-Cu(>T*a076B&8d%u0(yThx@bGLUues~!N7pp0bp+(?1=d6pn z?r0Hc-eC;xPfu`I$l=}B4{mmQ;e}EzQw|P7?4~U?zU})Mc-riFeA#%z)D&9yDOqua z{Zawt{Jbex3}Zt$#8pvJO#=egb0|p)6~gH* zzxNvmaBZVkF7>5rFk}mF(}|17gtuD8B~4AuOdZSseNM|Ntd}c&XTu9c1bn8dshP@` z-4y;1eD1;YY}aCL>s`RG?`RnK%cAZxkKKCT0Vbs_AeO)sV{51or@fP56;R z-Aoa1$h;{Ggz~P}#jh7(zwH-}+`Gz}5FY+~HpeW{5;*-O{**Pj#gDwH8{kF^@Gk9I>CrpsX}v1KO70lUWA3X1;{m4FHVXwR6}MYQ?e zWNHqDe>o`WpJmhj$^_fQ@z&GS^tn;9jmQ<&w&Vs@&H8Iz;Geyj*{J$?k}uBBIsN&v zm71Z@J_8J>?Sq6kfvNRN-e_giSO*&{gq%=4TRQ&npwJI z!@;g2H3pw~D6msc4;th;8tTM5`{g{HtA_)rr$G@}{)%EFjn45w8!Gs_lxT?4HAfEIzJp5tf4l(g%Nu_Q=d9T> zC2BcZg8Xx5mjkrOkbGi`MjsJ;3d_L4jDtV$ZIJ%A2+3x^o)DS(-nnEylc7K|h5a;N zVEiL}Z!izfqEW<%WCVkC7AAVbyhSmk1kO>TT)Hprn4#l#Cthi}S=}q@5;`&@uLXcL zw4NREHK$%YNV36N{ zf8Exiz?45z-`oFsd=6fPYhN1yWWM+Y28H?yux|Xe#e&?Me;$c=AgUl{q>lU+s;^x!_rg9Yt}s3;g| zqeP+vPocm;*)x$Gr$27k$JT8-RAUVy9WfO|_gw4;9*Sf^;y-wumU< zTh4f`%#Zn`BY4c5(s!D#Hth8Zhi$adOY=tjJ?`DaTF?bblV%2E#NnP$49J<0QQ-5j zr25&4X~hX4;1W7;-Ey?K^r#-M%RLC_=`P*&U%VcxMJOKp1=wCpvL|ERI?tfDP+L?U zF8c1Se{}HP^zNXYB+e|DkIJL&fAmlyakJ;Oq>isuV0M*0GqEs(*aVr=Sg1ebkKr8b zJ|rzN5|7Y5T@@sSdcjkFg{QB&ZE5&2O#nuo5(`EH zIzeV;Ie!1OIXA6!0GDL)HdZw~vN;(Jn6Q@JNtnpoZ=)|Je0OK{^?0pWScaR=>uW#A zK6#2TBKN9BR8pMg%j!iS8J}s37Ev7$YrQ!jXd2hMDTWqa z8ot=IJsOf6n-N?|Rn$^j2C?L&DN(wICO5QMKKH*7yi}9<>`o}yDiS_Eo8#~6|85D3 z(sAnf=UBRh1VwJ0*BH|M0GwmW>Z_ofhiz9iw`Y-O+~Ls#A+%*diYPn8ElD>m4AYSm zT11&1kL^rXZD=11bPEN?kIv0+rKjk~h66Wqx#Rc!x}sHGCJEm&|EuLA_&Kz}FR=hz zX^7I-$H=Ve4)wr16zx4u=$ARiBR~b+UM$7=T#LLLlnS~PH7b3h-DX4z;rj_3UNYYQ zw6hSR=4_9D4U(&Tz}^y>#g^WqJ*zYeY75jY*AV#-ra>$E_4#YZV#xI#4d`d13HSXN zGoWNH3b7(+nGAl@Fj1=Lmm8~xNO>6gpU&scf?hNH32Ao7&JLvB<}w!d#A?HDvN=*u z%!F9Hc+1f%Y4>0mjEltQ!?*=U&fmtMW#4ild{ulN1t3E7e#iJ96% zm_^-Y<@wBiMK(Az6DSp9^85=V2TpjChzAW~(1yl5M6bLJ+?kh(JEfa9n>>$rCk#Ir znPYPrk>U|kN%FPk<^b{fUSr*KqiZjladO!(AdxUV;YswTHGBgDde3EAU~kgoeD>=N zwB@j#aG{s6MsOL%XW(<8$_L@vreg*BasaTgqhMxQCiRHCpGN5sW$pTn7bvGrVupUFE4jKKjYkY4Tx%^xb8NT_5Am zEdX(3Z(8Y6z@2Y;G|H)d!4(bV{W2Q@vnB|LCCos1nhGM2AHFm+a2Uv}lB zGr4%H#FH^-?2Pt17%R^i4x5u(5AdXoG)57{zXBwoJNw9BusM&Q}PDmV?p_&*+M?mg8saUbZX_sk!6ep07oCEm9P+u zHJs?B<1p@_?jL5(_zp>)+b$M*H7AFz$Bs*nuB<>HT_maQR3D{bIYzb#9(Gq^-9%or zyo0J3VyP)b|He*aB4=o zo|X$Hz03wnKRN*Rk9kBHhzgF&IDz5X45Z|&QSly(Z!MzPiZ-v2C#uZ4Q|8wa|7H1= zM&qB*J*y4)+}*)DAK~7d)Qe;TjA8ipeOv35%^a3Iz0V1W+R1yI(@CC8c_OQ>W6qej zTCIoN6~6?}U>`U#a%8PBAdJbt`Sk~!=KuG+(02K`NYA5SsP%(^^y8*Nc!Fs{e0dM% zp$RVOQr`0EEJ=`>-@h@btAHn(+BKRWacGcrNvN!6CO zN~BPMSvq51hw6aBi6e>2g#zL~@vmb26zjo?;=tFkoCOB36X|4^|0Q*yQCBn^ec(^! zdgqux{Eo>JC|OfX9?le9>>VE;pJYY_t^J}q?oMGqNmuBVr0nU0oN}>e4Gw!YKFKyM z-+l;17fm0l{^sW5@O!*SN8+bbNX-7>LnWygR1KzjoNabG);2)&Ek@7veX7yZWky`n z=%vPA83v`f!*4prKGfGg!G*dvqq7|E7qQbqD4{?IN@rL~JwiU>(KGRqfYs!dn*G2% z1ab=aEibqHsFWp(50Kkhf%g!iM{` z4oK{B^bz$MjW9kG&`{N_nGFlJ8;W*z9I-x6&)=4AIQWu4f+~NpKrmyU{<-a4B1Yf} z@Y~+2)U7MNgs9&H%n;D8h>_g$(i7-VsK2(5dz!r*iDamT9ps$6iEG3vK}vM)+)jH! z<7%HZH*KkgUsEh1y^hWzIEGPNk+Y)JCb#W2V zE-r>w--^)>LcVzTT*V~CY%xZwZB+N;>yCWmP9{;y$6Jee+=18DG~@mMfVy~mi{Hnm z5ocTDal~|E38jk&hPx!=UbkAx8>^)kCBmm?#D^SrpL64P-2!Lg;4LXcplWt<^xLov zAkiP_3NaoBeb3a0uCT^o-x$5U386<5wn<&f<+MFKsovT))c-Zprn2E3^$=I>;E zR^d|64Kn0-iwtAuS*mmDMYnY(>sU&s6=AR=FGS=BfxM9*+ca5C46<)r2{d>Odr!>g zxX8)%P?gwZ;w+!kWVB`(UN~ks>6B(&d*BhRyvj12I>WD=jT#S{==ElMslxY z65zG+b7(atWPN+XO+v&F`?BTj9af{)MroAIc?9GibjV?pI1yrMHQVg#?+V?;X^om` zd@KX2cPr>Q~LZ>P&s3M z;pfr3-B!E6%fr6y1evR$e!(HS>EUZz>!KZRpNi^tqfwDDcm~6%(qn5o2djJdr&8XR z16i%$0OW(;1!#m_)og{I-8cGu# z{Kq|~?`+;r-+L?yB4H21BR`dEuC{$F)B&LxEcLlGe<faXg(MbItz&X6x~GZ<__? zeM0oEVceh`Tb=!qoJOb(cKfUy9D_{NYMZNS9pcFH7>`S%VFJBO)LG%ONn$EPIVp&8 zy)ZGdsp?ozHT!`*E}b>`xhdq@vSs0; zVG_S+Hv-xL=P@w!>V8UyE(C6~q1fv=LgAR#EhmJio#$NcQSnxm>_Yc83?B)^g+n7; z(baO09kX{&W|R0ALMiuzZj=VXcleo0*$)$TDwyrdSEziVR~41uR7>jv`@Cqv7z5Ou zuV2g2PGu+%3JNj&FDZV6|B=fN>Jzs-Di_vZF zFa1c1K5g%Dy*!6r@N#tL+ahi^!E^R=PWU(455C|)M~e!^(}O!A&XBp`=Vy>%Pn|^n z!OIgR2!d_5`z^q}CrSW#3Eo#LtC1gWV>6rTN^yJPrbAP=J4p$WUk^LT3lG*l$oJ3Y z=P#Qb`@LK$%nI(*GBV>}f|I<1?56a&;AaZUV3G>t>!2H{*DJ9B zDnn$68rthJyOU<|NF^7)4nMHiX*nA%54_!Zu=l@lbZvcvuL_^1FE}n^__#Va8BY8E z%F*Z=oTRqQuv{Ozem>2$H(HqPw%B2GdUH8O?{NA}b7Dw{T8vQ+us_gUZJ#5D5 znJQHiT3Oj<3pd5{T|Z&HV;-CSU3oaIWjbNOe-yC!uU%q7WboU#!AHGsiC+cCm}=(vZV-!#|D&!q5-ha`kCg37vQ{=TGKPpDUzx?s4XPN@O9( zl0%K$152kM%H5{cHrg!rHP7c!cf-JLAY}znojZp5LHnA6WB?dt zT__Y)lm`aJ6Buxf|6jd@Z6q;BmCV_Ng|`;)6#98->g5Ym`NBiX%lqBT2N{%l(>(|0 zi`>3OZy)6IwXnaZ+A=G~ieP(xR(r9?@bNnw9r7NR0Y8GRMGdYtgU8c3yIs zsA4Dj<(o}4(ZyZtjEkLHAm=xptKpLjwkEURt|K`iOoGnmkE@^ut=+wvnfc`m!poxT zYew(&yKs1N+i!C1cmmJj3j1Uv&J*+OhYZA8f48~Ysfu%fg)d;s(+?hPjcbCRC~0J} z7lP*yVcbkVpB)k{t!w`z9OCf#Nq0)!)Ar}^IIKczP#7wtku@mQV5#=vT{C_V>*6=@ z5L^^d>&f{M=gCIgQ)L(9r5@wvpy}M31LP8ZYl`mBw-Qk5h30OOZ2}loiBCC? zjA@d28iQ~f9vO9&=kZGOac*8sXMb$F_44vk1D;GEUlMC|=`6L^fDcv@Rxy1egxi*A zjAX;|kD`RmAHZbwvx!?g6wqA$!2cl5 znuQBDbNFf?-GdH1yJJmIjEvsq-`xl#n`z{5^9oyK9UMP+rp0hPMG+qxMI2AYOY|OJ z5SsNf3Rz|%!j~>(U&`VHIMFdo+DFw`YbMrVZ-(S11bd`Fz%Rno>J|CGj;YlVhN*|= zqtNiI?5|ovQBeU{hs1Q4+I%tVVG0>tf=d0T{e?L-Cv*g-+-u18DK1J)_+bv5_K0zg zzu@PHVf-1Eo)|R9$1O$LZ;apRtUFL=vl<8eeGY^P9#Q~u!StO2&{z$KrTPD&>n)?A zj{bIUKuQ|vR#2225a|Z7kP@X~1Oz09?im_XTBN%hq5iduXaiKy;_c`l- z&N}xSc*9~X7JK&o#&vxzdmDj8T{2!}Fvn0JyjAAXXuPtyc@CF~y4CO^SoIUuFx^kt zlGM36Ny#R{fTxX4II4_S<^k|$OnF|-WTIP2Yz30^y~cI5JFcIar$N7;7-guB>&v{S z@UvDakPN%~syGPK;?i>gDlpa%I5+u&y`Ic+&;5%u1MD&^ZC{=?nq?w;ym}n|4{iG+ zb!K<0hmTzke(Q7`a)XO-jzS$0dfg82m-VvVRd&51{bN|g86{h{&n4}2z|Mg^!i?9t zMaB~AZTXjT@ma+qU80EjaG%467NDHD)b!JYizha(j`5N~rn}R{inM%5N@wX}%KQd{ zm5B0g{8&FQJ#jWS*YCEuUq??vNcB%rzey1Oo9FaNa*p zCS7(t?K-KY-?z~~Xn%7RnMNyZfkMqhnqZWRJ1GB0o%(Fe>)+|Z9;YjhLT;^F>k2`> zURkCI?M7PD+Km5X>l=A97L>^Du2=D@V1X&Lc>b3`e8r$L{q%@M_36obna^Kwj6XBQ zEhGHYjj1qE0f$l2uBH+b{f^^PSW;MJqRk+WAQrSNrNxL?$H{FDF(_wnHmNiV4G~}q zl`eqh_6~RppP^1Ys94oa4_%zvgCA;tWz=%OYXt&~-*!A+k+`xs0 z-b&W=Na;xV4)LDBi>D2Cg05Fkx}6MHt_#tfe0!!tIfBXi-VS=q7zum(5|ND&?G{&W zwg2Pf8er3LExRJUc995Jgms)dfnj>fALGPXz3CmL884Gzqb#1{Mw>{LaIpNc2t|XW z%bZT7`NAv5ORKz~y?5>9@RAe*DcIkgD37QiL&zh|{74SjJCx|#Cht$IkNcUwIvB8^ zy-t7P(h_@C+ai9xPm~JYlW+~rv8a&vNhU15FiSU^mjoC4_|jAhq;4&V8n$!1Z8P3E z%02Z8@^ZfMyz2p@U7oUWlhOGiX0 zdYbRxmd@|_Mnr|h*Vav`(w&DyZ(V7Yne6enH6A|9Fj|s)eM3b}`=cU&Ow?P}Wp~W~ zMM20kh@#RI0bd=K!5GXkX_{B}rs=6NimKq&7l~eDcBg)p>|V-G$OC8^z6?-@F4YB% zFUSR3$lkiK_nSpPTJzZuF|0G3 zs07psU`*iJlW4@kTv%XRHxFSQ;Mwe!)Qsm-_~@I8Jjf-}9)0_6x2IBPP0BYFA4L9O z_D_l{0Mr78TH5o_Vcf{&WjQr`JzY|L+%h1h-2ZD}Q^&B9j#EMd#L^bre#1EVEEqQs zPp4aw7)yuo&;|#-2_Qvff`*l6%3wF{I4;3>$WSNBj4Hy`!tA(q2tEMM6i>$u#*4>7 zn;qDP(pw4z(t;fw`R8|n;nJ_jCVJ~^i+6DD@79rpz{%1Z?WS19KCcX2DpqfDeG`^r zk!6@JahV?&p}YIjn^Y07;QmIS;u*kRO8157HxxiDoI@%3SXQ*gsW>=0nD6pGw@;FK zJG^7YaEl4V+I0NSx38$>PD0Cy%NmM}vBVO$wfhoped6{8tqk!}A-i_nn@M_~AokPy zc2Mmxo59<$q-Gn>*f*S)(nF8d=JAqOAWSmf&`cx!7i)*fZ(WUKijS=zEu6YiZ@9d5 zQ)BHuosoHNPuCG_Pq&6R?E0DZG><(`W~@JRj+$H`!uU58^EO&44vr38n4R8&MSd3d z(b;B{leZaxurXv!rOKXnj~2eP&U+mslAkyp6Mx-TJn4VM=)w#C#cNpcp+#vSg!~|J zG+Qmd(M0x>JUEc6yt$ERM{w1RcvBA^r!nkIJ>H)H?>r#}G-3m}s^ufTj}3d{a{F_$LhZT*Cy%5>ES@+U=``{Igf6&`w#8+ z?|*?BBPt@wbb7ULTeJEB{UHvR$a8xbpunGoD4Hs~ePfUyK%PgQXPB@Rd}QQ40JBaK za+%UXlBT5@rBw)O0JQ#S_271rjO~O1Z2u)G+WdieINpmLMr&q*z>9bWMeo3*<`N$V zniD< z%ai=OjX%~=5U+8rkq27d$M|63Mr>j$6eGkO85+XJYIjhgvWVML-sl?DNT)421L$N8 zi_OYw1pboL7lvLG#c}D8jFGc`I`x<)PFvEr8DAaI4%lP{Y!s1)fB(A*`R}4+nGtWE z40^RFE&W8`MFMn2zbj8~B(tnLE z6Et-ign{?7rTikL?5Z9rbJ2%i)3A86*hLGKPHi`tblWI?ee-);=OZ3esN7K0`>6d+ z>S51Eu`kD{AsZm2D8~in&|7Pp>?d^P+Wq0S!hzuOWZ01Uv2_rhA1Ks4&fnnLW5+P&-O4H}5Kh^> z1Ju{GI1BJROdIc11CAU>!N`dZjN3}+i+xLUUTxGgvNy<-kg;V(5u7t=egkHfSh* zD3^Y|C+b3j9qTKAaoM)u0>DK}CJ%5amoiaU&~1a4%iMV784NDhM5MADPY^pi&iEiT z$Z$b{{d4Ht8$DXT9%WNo<95`56_YaaFd^)px|VKXlrlVV%^-YSR7T?YetXE)T%=nq z0M&YfU2mqcq~JRO80tzCX#jVBR@r!c^xUp=8$Dw2%KYnQ12NO5mhB5w(NLW9PKCq9 zb~;Idsk$QCa+G-p+#Q(~g2=X$2)_9|U&>E^MUS5C!Ml;j?!U^6sY@Nz5I)yPES@rK zql+I-h3^327MP;xh{L}B>nyY5&67f*5HEZA#KFhE)cfDHLC9V{Pro|<-EdGEz{4z2 z&9*&OW7?e$h8~(_Hq5&_o&+wL<(fs!zwe)G)CqN1Srvc$ocnM6*|bWIL3tfgxwI|rr^^j5412z{;8B_SxoN(;jm1<4SB(6xE?rUIrzDq zJLD5KTAvF|8Z?vKeP8p4H<=Mh?2xezzsifj@~QG`;6{3F?kU~u zOv-v}pW?UYhCA6aUjue!&{$pM?7W@Y__PrQJvX^GPY)Q{-+%qG^NTV^K0rbs$1@-F za(c%Ij5+wT))WExE$VhFrQJ43f2hCZss+BmrQ~DEmJG}U)YRO^iPkUa3oWuJym*L zZV#e6BuNh7e09Nm{Ed+OiDv$yd~+aU=a`^MgvE$|129x#SS@opeoN`Q^Q}kl0Uxsy zrbp>jPN}tGadMAcvh!zar8dK7FZI??pGW8-iE%7b)S}suh~JiqhFkYd#n7L; zR#&dXv#>au)+H(fsA`oiBoOy+#K!QZAa4ayeVJ#g%xwTZ%p;w%uFBi@rz}h*bfIP1 z7PXrrvz8XFKugc52!5CKGgT}{vuTIC#Wos^jCfyXnV|;FEkF`}4E1K`HVBz}o<9qP zjwB5gY9Z25p4aGZd;ljAG_GBM_dc_n;dbZY90OaG*XCnd{c`yQXG1SnXZl5#ozdV6 z1r=AlX*!eG{=b1qaP>}Fd5(^ko9G~~inMYpTCNMc83qcb_c$H8_ssw)&UO8x9Q|oB z_iG&$u>Bz5j3)H3Gz4$ThyXqmLokt#5`~^ZCgf&{l-HmZko*xr6DPGvJc6IYZ4L%b zi0#v(j=rfsC(S4qHTa@v%{=bevG)p~$^iYTo4GJlaFHPsBmwQDnv{eBlX@F|B-~s* zO*{%XSzeqgR}JdeyiZUS#8>gV68B*Z#Yw$gD~+ADkxV@diVR0f&tyhv)0fJ1(#wgFuTd?!)>_)@dx

Nk{$svT z{|37bfGnBcH-)fB&pUsr6k=|*1bA5eTeiE~+>?-l`M$2s-u#O#QhlW8XoNrb+EI4@ z{qxdR9@`a4<1Z-a$s2L3kARfhO6yDQ^P^DJ3Twa&#tf&=J9%(Md>=@o8%|d}{y{`~ z6*F!#Z&}nfUri|z_vHkwoy|=&_}M--a8YNJsP$H)64zEi&64qd8Z9eb9YU$lznMs6G9xkg}u~{&EH= zt8vgYhJct%yI?(n!F&qZw3fWS zV60G+>I$7`km8I%i)uDY$U%@h@sRWTaI3Mwr>8@JhlH^nMOcYDm**p5Ol&b!G7oz(MTHm~n>W|}=AOWVy zq5RKH@!E(|%Xk|-{9Thl1LyO%in+Zahezc^m_?b&c!%X>{z^~~0h=f3UmT_{%OVOI z%7oVYKa>`7T6gD4Qytd7-O{cBg|4jbrQvpi6IUMnN0Ai13$ryHS&PMkZn`+V`kG=- zS=&V*hxw+5g>uLjPRiJ&NPY3lSnPB}^wb7}di_+|gU9&`Oi*Gsr|oKmNUT84IRKxd zX;IK7HK0k?24>yMne&#tCynYDG0fC=es> z+gM@rBw&NWZi6*G6?Q`FZf)$#3cQhhR3V+vjF;rjl508&12yW?Vv&Fk!!6hgw~{{u zj&^U88rdc};lc`mP&SrZwwO7yDK-m9L{*(wvg{P;83ec+4sTPjxPI$D?X$*6T%R>1 zy0*oPM_3vCM%F?f^gxS}dV5xmI*~t^dL|_v1BbSqZCT`1aRT?558j!_n{HU_zCRt? zG9HC+ArvnrQ6q-a`QBg~}Jdx9rkf{xD) zJqcv=j+ClQU=~k(f5s|iBmA^@k^8&nl;VWh-0YXE08m?QDeJ_1%b}mwpRxr4m);oA z98ANC;5rMzBlKi}J&x)sGBli18JqL&a@fw$HAsG}d>@yl6Py|RNCFz>E=2!>BU$7# zLkc4zqTJ_wOI+My22it3?@>0M)xD@1MOvB1t<+4zGcr0ig%wkO17KJzI6hV@Ef!GP zUab|^ z!zG^!j!EH&pZ-Ps5kWV5QeVYzOKUbgSjSh zpjpM*-@-(&!PWqi0bp>`a9Jlu@coI3hSGq)v6l&zseV)%pSo{EsAt*b#5FY@D`7Lp zuZIige9a}NG`gRhocemF8Y0&_g#(33Nmm(pd+5H{dE#%egU;pG7M#=dg;RUR`R;1l za}c}Oxn!8yP~iiC_uJNKPrXIPh;tIyk+{L8HY7wu=mgvmQ7PWQU-$VDCXZGV{UL&{ z7_fP!PH5QE98`_JYbb!LUyl#78_?F&!NOYOL)~6s4Osz_+DDE|pFu8S#1)85#!lW% z24n9>z;R9v_KoCT`f!U4>se7gbU+XD&dQwoob)#p;uDuvkP>X;+Z@=sFfB+n~nM06HWF(Xmx5haH6}Nye8RjCVxLH zepJ?BTH;~2Fm$&AF7$e}4$O-W{-?Gq@F^+IVTnQVlvl`y`xtLOfg?PI+4x~03Z)K>5A*V~wv zQH2B{hm*>doCH5-+KfLMi$se4V1`2?`S|tS^1W$Z-{cF8( zUMH)}1>&Z&lk( zPne_>WgIG!w;E^54r#pQ12a;SRUOP^J}KQUu5LM!Yn0&Hgm6Ri(*3 z{QIOk8`7xNY~vYiRaHCG+~Hjo-M||lIj0q8L|946loT+E<<)pUp&T}`1!E=gXt$c` zttTCdL^J#5)${EtGZKdbT%I+$R5*i}6WN|&$UQvoi{ zvyMx)dCtZa7R-aN%Wp9~w)i(G4j;fnJ9(te&K?TziP^*%{7qf zh@Jd^sLL@U!1(HVZY6C+jc%Q<%*La2J=8yAT@L%i{Y-}~De&jz_3H)g`+>t;R72b? z^vKno_wc38#ppWaMU~$|So(rM`WxC|&;R)8k?Zw~Qf+;i#Gv1@cZQHYT(X^&539t8 zk-@k~+C1Se7H8$I+bgIklo*2Zf?dA*cyAl7-nW+zgad<3D&i`-tVFyJ*ip*(u1 zh=2Yt0RIWsn4qZW($Ou!lIQyRI*?^BlrH+{sRXBj@BB_G95jFOcRA*2=(_MLr8h^J zobWS&uV(|yV4qg|8pV}ub7Y48cTucX|LfHsSG2s^`{+{?iVK50sY7}YvHV`TJtX&x z+-fB%V6t|+$_mxC-%i5%-8XCPdhsr`6_6wmTFyjutCwG)%A0wnD?8UQ8O!vK%5{dd z!#rtyLAR`10eljiMK;IH8gKzf$Sv#9$vNNdOzD#Z8)<2vKf($#L!xQ2W3gZ8O#qIl zVcta@+}6uwN74vV{?ka3v*}fI_i)M6be%UxLi4y1D?%}iP|K34|Jq6;=zRFOztq6` zu?${6?V*JDkR-O9a5Nd4Mi{vcRXbzr%iz0}P&%U$1P(-m&@?GM6NbthWei{VzkRnlxi-lR%fA0%Xt5QjX$-vMfnWirxEjRO9scSY_O-=HMJv3?mr+U|Hc0Rtc%y+noz3p#huEuQHQe1Mz99-+D`3T_9=@Qner@fj#r?n+(nX^VK%FW~$pU-3Kc`xL8XO)D zA=yLt;o@Ctwux9U!deU9EoVa~kJ+CyuO)`d-lDZV?Cdhx&Hy-!`GG+ISDY>YigCQq zYjCB+zgNH_WA$MZMD_4?=8D8uR=gOehz=jeBtzUd^^6MnK*K|_JY*PiHwf2R=3PTKP8wDm*CiG~%M zy&;1pdiE{{1E2sqO=G#RxT(4MZTtA-E8z<>sd+2C`D(3H>$zLtAj-1;PtW^{0I8aj zV<5R`!gMi55q^8Cb-;@U&?5D8qhb_)=atXJMX9F`q{BO^t(5ygD%2^Kcx%}4y=F4sB!(i@_QUc+HyIYtZD*v*Vn zmv0*Tu+g z$*SA;%i23fN;5$FQ+V>P`TtFyT%Hc;zRn$Q_Qv*>9D9hD)vVu2CbPJ>$ciNiJovj9 zg%p9Q3Z?i`!cRe%3Sg1Wsm&$vj`;iHxLno)(-+;6*|nV^=z%?10j@X+s8W16*PPBb zx1L_$vEIB;5`B*InYNvI;aTtn&IR35Q(uV|v`rx(s3Bk&T?Di`roAMb;f#}jsqjO7 zISsm7%uH{3`qM}}D{*EXNGyo~4Ty$HYC)x-_Y1voK+f(cpffnOTShd>`8AAKxJ=h5 zX`{BDTgzi1mhh~rr_Bs!mMdGrtwv7%O{eb4ewQ3-LJ7W7kkriH@0_gux^?h7Pg+%n z?l8*=4;Z1|5v}}BdIb?A6Ftj9L+>vQA8aIXT;YgSmBH+HJ-^X`UmqP&^*QsA0mV%< zPF{|^EQ%!7Q#aT(z{WD$+ib90Jllod-2v-1n&E#rc}Yq{^jJCWJx4U<->k~>1Ic$&C9`c24LwP4=_Z$Y zkZNQn#klS69mbIBE8&+pz-OCS9EN3jYfTzh5?!^`OIZx;5LRoH5S*~*V5!mbCB zyx@?s(q$(;-zjo_MI^Bc6wpc*Y!e^FzLL79!wX>kfdQanEc;Pl@{o=^`-7|}+5-vM zp{2vUT3o$(msz#IAJ{B{8Il(S)}d`w?fmn^F5XJLprB^|-B`d_dv5(P`|AS=|0fBB zz0)i177j2%C>7PNt{gZefKX>pINb0aG_y;vbm@I60KUV%cz(glOpHqFSbV@(7vB4f z&5C4Auw#u~qMgS}pmg=<fWp3>A>3ioPs%=@7FmK z?g1lIa=&Hv6o3xPP0Rb zZ{A&H1*jT9HfK3yW?_-1%(1~sFo_et9K+7#6S7Md4JCCp(odd zwNAbHe9N(XZg6nWhu%l*HzeXtoI%$uF0D%8pZ^hhZC23Ty*PWoeO%#F!RPrkjvJXg zl4Iv_^9lv`wCCT&!o+~ zlsrB*Ok2FAmppk-m*Y$iagm4ud^zx2sM$n7!@r+sew`1RIu?E{6&ks(00hFX9bFx2 zU2DJobf`iGtx0LH`vb(MYA>AHh;}3>@@R~+XpFCZJn~mPVY?H)vUfr%|M?*H5>me{ zu(HIgt4e>xi}vfS>!8y6}v-hp4tp7FJqA;!N^2E0L#m7Xq@Baj;EA74Jo|J0`~lFr?BxIrBM z#+dBaqpG>h{d1$ouOnDNh}ye?Tn_E~7eSB4hYSUjRDWc3^>#;H#V@Lyu}G@$n`;>b z)E}>LkozbhiQD2~D3+;*5$>MW=J55IxcwfXCUWZqK7Bh5$i)QL_xvuIpn~7 zwR}Y5{J5W|s?2P|A5WDD(4@>UjK7XeVVuE@^sUv%HL4cfk6o9$n`bTQOhK1Q`SJ5G1%1Cd-0 zXK2T-|2|~k)Fp%igudXUC|wYLrmf2awpE0*2kk1Ma&8;(hhx~F6tzjnT=Ou~O3JL@ z0DD@YBz5Ux2&FO8z7!h#W`CXoh}1b_!hsdtaB;)LsEhZ|##qyfVxE zCUx?TQdx*&#h0FQ#``fhadoNpv@HN1lQg- z7T(}vEoq{Ejgkc!K%MJ7U;i(u?f>3P*+=8p1;A0INyA8ik|pkkzUE2K)SPYOjC4tk zQHD)#jmthQ=r?sFdL;|MaNpXb72MtCtFQ)j1F0N9v{7D))ID%D(VY=(!lt za%s^k<9I=BBxgIh=L-%jXXwL%meyJ?G>Rw6KyhYCM@09NW(`Z`QOepDl5Ea7k20{1 zd?Qxv3seefjD132OYiwvWmI1xc^bW2@OmL9aiqs_GS4+dt}bSxg=o@!E;V!40op$k zGxM9cMOjT+_+R-YK*B{2zulxG$HFRF1g#odk4i-kB)L3AX%UXF8KFG=7QbdVOzEY- z<^8Z}2%*`g?9J6;P*P9D?qcO777yp%(WM$V>&2}Bwgoo@HS1#L;jjC5R@+q`#iw;ZdcUMaI(S(8UJa>!hXbdb-Qy(aU89$xTR}0L`G?!a6 z)ef!$QIRP_Wd+-z<@ZY}1|kB~$LV(I?#=fIb9m=d7y(k-fkKK52Wlymjn5MXK&wo))d#3wQ7~)i=xb!6B95GqaAZEaM zO|cbNp|8j$+^vhC+dPh>n(As&&%+9V|8@R}`0+mtopwMqHADIGS6amS)!_VDA`#aFWFR({w*8Uw7q7*$r?XNVYQzTH{1asRgSK6CmFQy(4!pg+^h$-HbqRqWNaZimyYU=- zTxhM_2;t8WmZ}9HY~~S4jiL8CgII#E;y~PXlX*%3F4*+u zlcBF`pKo;@zs~+VZzCE$7_#wy-k$~SMD?T?k?qlq**s|p>4>>!Z(QOKe@$espI^;H z7*c==`D6c570kCNZ_3%~vH=0hBAG6lIIv+BDH9>>i`8`AdN&c>IvDZWx2^A+V)sL( zjRkpSxcxw10WnHN3Ym@Qmp8IwRTgw>V1ft+;&=VjlMlZf&2=P*-xDm+?^Y=>#qmZ)TTcen}<|(*11|`emV6?QW~3|ME#U5-ZvkII}&Z zyEH=y(%d7xh}V?ph2O@Kv(0989R0BiuFGu)>Ozf?SuoX9v2y(etJ25|iBTNrBYXo< zr=B;fyIZ>e{Kwp4(+Flhq_@~E4QBv8_wOxWV#8czLq1{Ab>&}VG#D;Qa`NY08Hf)d|OnI9m z|66?112xtZI_G9X^(!VdzV0k!&^Q5Cex-uqzO4qa&Nr7l)KH$jc&Jx!vb)UJNx0JO zZ^4_7hVwBK1gFTc7eCv{18ZM zbEjUpsMyU6 z=2G|nud8Bh5%?idUN}xS&EF-dc;}HJJjvWMFgTR&EAy1t7i3TnJok{~)oYQRN20;# z!M4ouBF%eCg;sd;cv|{x)xWL{PafNx|6(Fr<)(Lv07NRzf0Ai1oWAOGEHwRn2y)-s zTStX-ri{qHR{D~eUfqVvUi%E)`X{8RnZA;l$X2i2(_Rhhd_?kAjw~)r5ccHMQtDnM-YqbljxMvBI|S2 zFUJ!V>-ne2Z+j-K^R{CBm$I6@fAY+#?R`G}C75G5{<3qk<#kx@D~@7$Ubi+HHnZAC z{`YAQ-!G_6b5QNB$Ub`^j78bAv}mN80phU$p1J|d=MtfLdUQ}@)yb=v93zrOojL;T zX8e+_CT zH+t+YiUEw|JQb#&Trm&;jroSR3-jwkTStn`aa;SFvK#{ynAKdUG!Zee;HwDHGP!UK ztkqvsUaIs>oglG-F=E9%6_Lk}edk3As1`_=e+G+!JzH1j8@_}rl%tu6Z082vVr~Pj zMsB8Wu0bZ#{yrz&OHaHb-YMK;cKRERc8S*z<9{OyBi2AvE=FD%I=?J|3IG# z$AVSVLSRPNkKl`VnWr6G59tWGulk%lA6W1HWmA%Z1mWYw@fy77<9RIBrR`k5Djn2B zn2z^H*%~n?2iEcu6Of7uoVYKFtw!nnLm0Y}t?{)aul!OlxeghzkH`;|Lg%_Tk8TXK z@x0>N+S=5ts}jmMtPI(lm~LO|Dl(Ai5d-W!fqiTodQ;7#oMLn`)1C!+JGP+jkU*PTC%4fc<@kUuy=_9MN)6PKw~FF~ z7YCf^2`99rBvMNgftTDZ8_|2c(Sl((q}7tGFk^FYfE2J&!GL*w(a#KDMh6Xxdxz0o ze6}7bfT1oD>j;WQ%jB~q8c35T?oaQw84``uHB+~-*Fy`(we6=qi1L*_303_dbYwPC zM`2QMxUtHIZTEl7-lp%E7~Mv+=zEC}d~c%n1C?egFVrewL5bhMRI$bEi7i_ee!p~u#_HuC zR?<}MuHjjm7@Cy~S{H2tmSXq!_AOZ6l#Wiw;!T?2bB9bEE_Vq><2y&g>;T%->UWH{ z9=45W#Xd6Cd2?3uX(82>lajV56|gp2zO?u1rBRTW*^-}0Gpxuf#p^t{*_Q$Yf>T3lJr;xiDYtIh_*W4uKF8E9nIwxa+O;T{wT-zJXU$7FIxfjz zg6fiJDd^<@p=c;|M|@`72%T3s4Q%NHe_UH9OZT z4`R<}8L=>)_f^3=XL$LbMcLC;|K@tnQ4x)?d{s_5pT?b#wxU%|7C(61(qcUN&CatX zR&nH2m*yeka;Vegg$=<+UAPTxq2|+9qpXnThPkLT7|n;?S&fMYhu(-~)RSB1qXUaKSgR#EJGh@eSMVrDLCMY{8JMDXSD@CidI<< zjCKypy&K2L{{Yh;bT60k`!wONU#G^?UhQ+LUV42}F_H^(XXU^<`;Sl$C@?#~?e zig;HUR#PombW1h>j~In;N(`g~0na>&&LzWmdU(doH+?O#uz8=8ZiQsRAE8Tub0T?= znjR|PGj591wpDT3jB?71^4EzJPQbq_cZAMZRKi=(QJl>V*|jk;z1Z|a*5@9N?+`r3 zP6sR%w*4mJ&R_O1RDVL7 zp`?1ATXt7M9J>7Q<`}VpZ}@#gRI;_L9yTuPIHf;pm;1YR*^}($a^Bc}4$DBIZ0h63 zA}_9w5a~Gu^}pH`b)Cwa*XVZtxhgAGwEVCNw}z76`FASx;rqg4{Vf}G5#l>978!u& z2Fk%S{=hE@aXR5#d0Jd!v;6?s?^{le3UVJ2mC?%#knj^3YP{zax#3f_dCtA7B7p3pF;E zQdoAQpkC%78yMnwUOasV`M!X6L|TtCSuST^r@;Y>EYhy4i_0W9+m&PIP#BT6zP<<; z4!?3`QHNH%UhDbp5h>G>l4kL9*kIto8u17l!}u70-(3JQ%uvDMpE?$d<0O%X^wK1D z1M=4h2;z;NXWmG<_##7HZj_Gw^^Yj+lHJ|+NG2MpxTPY+adl}quroz~a?-=SF3(C{ zJqC_I0HI1bynLpVZ!IHX6y&~TVBgeJTcj-2!aFD((IwfLW)@1Pb`Qz4kxh&7y!4DI z=-KOFCUOKCsnI@VA5e40W3tc21ZPs-u4f11eF+n#0R&SbJz{1R<^od#O3Q}d+O&1N zU}QZ~9B4kymG32wh21b#9&{&A>p~ntPjl^)dC^Yy0A^+?Wx_9F^^sK~YW@+flEp#* z)GJ#7?A&G&Ce&D3d?j48E@1rb_4l8o`!)gP<*BO3*Vc6OC%45@su#CpJU~I&`E&9c zix|3;GQ>~K|38KGa)X-xYQX7|w-)~Fok<#RzpVabak(}JH@q8S!PNaFTrOHC$EB~M zNP%-{m+jon!qfdH8?Q11Sj{Y0*|q3YJI%hZ z{u7nt8HA%_Q9TXT&n!sp-%i|MgEse6{jQ%uFsLr|vZjGoHr6(BX)v(cF`vVQ=1qwC z^kz7ZdKI-j5qf{B0nc*ASHAUAy0=m-WFglxHZ${41El%xf%Gueb;-r1&u*dh4EvmJ zm`mO{memStJ8!79`6+bPbmjcWy{jN|JwmV(*-U}SyN5Ot_6NkRS6Z}(B&hxun+%7> zO!;Ea-B(P>HL6E#D3=ZOX}SzhxG<0t#{kf&`+Pz3Sl+aNn!_w&+WwnJ&oFL{FjOP5 z`&<=JsE_KzBu-Jg0uhZVPgfN3b;g->!kq$JFVfWy4KAVtWNE?d_L;wq43-wv$LsVZ zM=}jQNXB>T0|@||o;|>0o&m}U1IB=u{T{cH1)}9{!3H~>4nnE$BKmWwy_fsbquQ{nl={o&q1!v#zZ`gQ`cCh(i?J)B0x4Fvw zi&B4F@bI69fXLY3`{%QG1{RjL2Sx&^DJ@Z2x5GowJWOeX?~-*P!{c+kI1e%b-X4J^ zue*iEVviHN$w#ya?4E_16I`#xAM0AiXR4YcDz#Elu6z-kcnFXBnJMcaK8`TTkL7-N z5=aO=-Du20n%|!z#&oQo-Tsz&vOkd+yr(XNj6bhFjfawo$n zv-JfpO|;HKp-^I(i#?Sv|3EP_>B}>p-AA`N5Z8?l>ix_7oF8X;B!w)>pIlGI7^`!@ z(DjII=DS;K$WUTcAtjB@wDt_`)r(0q%>tYnC)qR=uqI=*vZK43fQ5is&idzDPdW=HBq>|K{S{kf;JCb!)Bo}>`aJ( z4RtZlg(#1E$aTGFj1aV9^a1D*9j1B^dRXK+0NI;(?Yy|kSn>Ui;H3O0!P8s*-dQ~a z>GfI@6NEBJ+HbhKO^*Mjazm@ND`}QnTMZn^*u7EHPWv_h!6O_ z<*-(@`JbbiWk;?3ZGHpxAa#8miFRKspGx;_?}E@>wW-@?${lgW&zQes*_0Q?sa+-2Bs&8p z;rmQ9H1f2dM8z`}2|dr;k5BI@(@4O~(A1d_rJ&4*MGjCRzUta=wlY=FK%cN7AEaoT z7&Wwr)${ay6Q3!vU@@##r{)ljkaIm0|FA&~$4#k&ZuD#Uk!!N%E!AY5>9#vT^Y*Qnf+?NCHi;IhM{r5Sm!l@%+ zK|@nH!w)B(+f??q)$m zLOP_Sq;mxXq!thXX;?a!hNYHR>Vbvt@qFKV&il^!e>2bQ>@Yjb?l11R?(4p8k&11V z74TTq#gC`g@KS8X$@sLR+9BO3oa^`P>katDp+fhM!T(sZx zsnb4>Cd7MaxvqqS(NrQD*=0ys(G(SD;7E$fz7s}hB=yBQb19rnM0OIYkkxQZ7 zI(-&XtB>nXR#M#e&8H_@mV$1wtkAT9^3oi6pDcGyV2@6(Jr!)TzuogWqnQB8?O_(U z>C3eD`)bTRL?|RvOIK-NQ{+_Yzw(BmzbS;H|HOYpdq$NXnsS`zWFY5HMIJ5cT1}J` z4JBaQdT2iOd|!G+P%wO&MQ?#zN_?aklU>c;Tng4;vLz`X#Wb(F_L*50_l*zR{LL^J zRwVW^3?*8yNQ;Xr7JfkD>vqKK;=;EYWa*VCUBAcPH=%ph<6=?QB74R;4Yp}M$jY)b zC0iD{q4BlT$;scpq5KDxUG9iNE;t2a{p9#jtdxLso^lz!{^mvd1@g;dh*F{lZX}jH z1pYaCE8gd*OBWFP9tuadT-5GqZdqoCb;Q60{7&~&6=E53-q#0GWV1q`ovIH(n$U%g zngIIiGeMoQQQEfn0ISI+q3s+c95|(}ObFiJ#*D4*xIJTo;Sn!Kq|+IuLpwcZq6T&u zHdb;sc6f5Xk2f&IVuK1lEr&OxpoQ*d3s4xD!=xvexLHQy7ZpSXFCI|sJN z&?N=R^$?p@Q!E5XSjLaOdYXQ z%SY&OyGw4ILGA+}hF&1ty|JK{eTM!;k#`;_VFKp?+k*FIS@GMc0GiRE0%GvSC_FcO z_>lNuFsG^K+-``Bo0O~*q4vl;X`8OI2-_+*PRie+bhmg)!gmF( z%TJRSZ5O=7rZF7?-?ragKTQvfP5Yq?T^@>LW-g7k_j?(@DJQz*Q0ku5AJO|a*t%_6 zC|wx<+y6RG#{@fqDg!b8Oap(*d-}5V?qG0dXt5FeADw5#=eK?m0HIy-o*L=G@GY~? zI$y@KrcZuV-Cf;!bo}@?A=y?!!%<-GVcK; zz51Tt;sZ@`$W|bcI>ZJYNz0R`2tEIWMWf_jFE1K@7z*k&ea?8$`)Uut6aW z<6U*##0xyQ1959d&;l^bpx8y0!JD2u3r+I{#=9V&e_^~U}Dl_#+Rq1Jw6+(cs` zjM)BBEfiEK_jM*QpL5fMRjyWwCZYtdB)wTZ&_P;c?s2Z3U=yQM_W&Q+Vyums0i|*Xa)E_3y9knsd5^U6jsWCcGOh-Hv&R?i=B*8r$Yh~ z#!4cm8g${5DRGbHsdL{cUV;bLhiqxr!$xnf-oNDVG<6{dPSC;5P%a%U{kwyGEl1_t zC%q?YX6}bcmFl`m!k)CjEKaP+@3BtnRu*5K+M1ck@mud%RC{z^fn)L>)b!qKJuC17 z(k$>Cbt2^$3CPVp!Fx8eNX04c*SbXae1wSI-X`4IO6dP0m{HuRo+%c0^R7ZdcHPbo zZY8VOI2Eg>_3T}Gte9gGlE=7|sb)nLOAG-4yEh`$C4$gEP9Lo!-@%*JV~q!u?r~wd z%_cblZ{N}jR8Rrrd!yVH*Tea*@;dT|MVLPPW^@X8VJ=-;2ND(%$nP6)Y^|4#Z%157 z`lg$BzoXci@eAlL4hp$1R!0hUG-@!3wX95w!Z4aY{#vOvvRi^E1S*ZjSPZM!H~b># z%HnKz@JHlm5zm+A%bl|H9H-VRNzI~xECkMCrRmYSq&#~`+MP|iN)%_bweaLYt?MPC zvDp_<=)j3humqc@PLHg4je#Tdjhm#b8QXYTucI7IL5+`e_~NgETIkZ(s3Fk~6bY94 z@o~eWHj%bTlFZ&UVyFs8UECVZFshRsm}6y`NmG#6$UUM4>5<{)nPEXM1@SkxK?~-I z8moIZ_6L`R*w01{c_&IJ)Q@EbEbJXL56;1FyF^j;gWSrY`P6kfB^Ep*oqS#Q1w0rn z!+_so+0PJDznZ(La**zY5U|8nI7#+HsIckXS38gT?ssjpg5QGDf8d z988h}16aTq*`M9{@aNewZLjK(fx#Q~2j?qteI2_fl(PRN*rd#BGgJL$IuW*DXcL9G z(PtuzH&=dGTS^6}Gl+9lU@N$(ULePQa00PXfHZG$eDOK7+JBlW+((`$4SRB^!db&# z<2rm;NDnLsxe40f$4`LSK+JK|_34s1XIe`fSZE-7+crHc!YQCwZ-z2YXB{xCcg(tK zV^ew0eUvF4OQ-%-0&U|7=#WA69Uy$AY4YN1e=3kUCQB*9TLD85S+!YLbAp>r zx8)@srYPt?;Z0>SgyVDqH3N6HjMMo1?ETq2&OkIbeEf&}PZf0Mxe{v@%sflp-Sy#m&j%t> zcK@NS#iJ`D(61@b@yT#jdg>bl!KrO7p*(bQuk|}>DX>m|d{kRZ;BgQ!bP`*YlwV+} zw`bJzvY=H#gmVHj{-V6#$9M(Nu-7?WwRt!0d=E)VKh6sUAJH>I9Rt~F=7s5R?QMCA z6l}(gbFu+v)*9m^+Qfkc8E>BE!k!Vn{Di_|l^q_)DX}atnZO>6Gmv)N-`+;Gv-6z{wSX5qi_IIy)XGcc3UhKnX$>bFE zs#_=Dk`Hby%6@6T;m8u;?ASXnI4Sx4%oL=B3|^NEHDkPQd>vhYcK5`yS+nr#MR`>| z>y!ZX))>z1OE>y*z+R~{KTjlhbREC1xHMMg3I1F zE-&Gns4Gwhb2J*exsNOLl5elAq1H?z&UJ~P=%{W!6_sB0RUvVxz8b_$669m? zPxbB5hpX>=ocl%U<3i4QDTK_EU1xw#-1cUcLBhd-%gZU0Vep88#(3f1Bv`IImr`pF z+5?S%CuAXyc-2Kqcom!UZ;JPOxj&(G8p?%55`^xF|Jwad658JC!F7$h{qY5r`!qwH zXvsTq_~#?)#o@{GbREUmdw@<@uRrO3oRiwuxN6T-c75eR(4~x^)g97Gov518R% z2nZ5#wSJNLyS5dpTxkTq1?_vIKa2c)q)4OlkO4@|0G5@~ zM>5(t0g;DC%7fbL?~)y*JOJ+xK2@Quu~~JWqv}L?$Uj0p-RZg&+%CTAokupSlB$v%cz3g>1s%R&Qsv9jT4FXJf*G%-=@4-wPV(4LCgP0aD}F$;yX zMC@5dYLXDU#q$7+YG(@MI$}^l4V?%Ij{QX#ls^3`-m#>B8{mEk`bgn-FrY2TbmvZS zt6dje>}D!4Z-qLN7jkhD6pg$*FPy*8F0y#*r*hEGuIMLTjSj;i2BD`!o8rX~#gC`N z&=l?wLTIpDu!mF2^&Nul?${@Zpg2#jEMz3t&=l9FYMs|@R}5q*1n};eyPij=Lz=s1 z;IjP!F`RV`r)n&@OWK8-x*QJMF>1;d?sOk)z}8@robP{u1a@a?8L&vHCBlufAX|Tj58YXC!uccs+EaD`!J0+qo!+ zfFG0V?7g77rQzT{a(gd|Gli#wUgG)2H=#qvG93_CpE(B^@c(R7?)GbnH|YfXL1%J| zGenoKY};Y(hkg^+FIrV~5vw%d2_l1&T8#H`%uI zOa;#rLzBYG#}kUI&BONW(@1> zRKKmTzJn7opreLCdKJj-@c{UB9aw&gjlQ=wm<9jDvP{2{xztQFr29!I>JW2y%nyAE z_NN5zU(V7W6OaXoBWBS{UB(CE*6YhjVt$=&#kC}Q zdwjug<9Fni&&Vf86lnP(>$-r>pX(pzWD`U^Qsnz?aWU ze2pXBv0rdH)w-$LUKTC~Az+=?%UJZgx1Ib>4Y}o*`|MrNU7}19XzupJeX{HOwY~Rm z=<+`fgI9{v>6yrnB1Jq4b+mGLlaVfpnNE}U8)ilYKn!(5PuaTn{{s{l<~VhWhh9?6 za#6w#MTBY>X~o;*cYs|laWn0fx1Zpn6*;h}T(ZlgGr_-dDTNglw$FJc*m?RxNX{$j^y~atf;LwUJ8X3Qlk9ZUUM6Q|RtH;rb6{YNdXMxBk@fbau9-8fL zLeK_N@!KO^;>r!{I~RsMv%9@5=~D0srZ+ZhY;^x*I6>KcAm2->kEcKGl;$|wt3C{Y zzi7t=!)SdQ{pr5Q1%?1%(Pr0dN;}f2jrw)b2Z0;c+P&teNAsVN8ebY0vJGv8eCp~lc!Nw^8<{{T-a0Ju0a^1+PwwW0dVGCQj%UDJ)>q%s+f zdfT)?KNe*bHth^YX&)6!3{HzJ(AxngyB)c(dD@uoxMA>DNsXp;+vJ?nYoX)*x6B9K z4u5*T`KC=q^Cb4QhnIJIel@3wu`~#F8s{Cn-1LmLYZN~2{p&F+3Fg5}j)Xj+pXzUT z-5ouY{_l024}H|mcQN`e z(6^{!1wtAj@F~SullebiY*zkkIR!jySo}trLA>4H8Yev=s#_Vq?Ejhlh2F0|n8XY9 ztXDkJ>4U6!)OLy@$&7uMDxct8xAH))^^cKRq;5^(#@R&Xqav@J8kVeu#h=Fqr);NE z67#8J7c|rQk_Ufg>E#>wn;dUH8m zJlfD;#{I72=YVy(Ho7>1&GSvb?g|apJ7((5_owACmre{RMvl^ceHX&Z?d|sduxd5) zWPK=mRxBWu`D#IN-;&e`yc|4vv7h zpHz#%$L2Z5_L97S8Cl5Jl_#8m-#1laV@yHS1RSWxB9+1uzJ;2jAY7d9S$OZ=sqI_< z0PrsG*qyDC!gDZgc)*$kCTF%=2G5}*yBt4XfvKFHTuP$}?$!DW?8$e9k^Qtq2j80| zLGV}!UoVN^mPO~kko{o<-_XZC+DsUzGP42eK^dqrcsSy%fF&Hl4@*;15{qu}6Q|Tg zy5}qHn}1tr4@y4BK{_?(pE6d4hV(mknB5jeyR`qL%^6bQ+0<1|nSYnp@=CZo)ZsbC z1O7)Yr%!DVJyF=5jt9-?=pWSS@IAj>2VzHt;t=ZpACZ9oc&x_gC-_jfl-n@Vb3c;u zPj?;qJ9S^sc&*)JgcuZwUFAGmzCYLKX_lfEeDg;w>DQO2+i3d_-YO_KICl8q%9EJ7 zAh`RQYyO1ooLvbj|K6PD#O|7IHZxIdCVy5_y2DI|{vz$xIb!9G0dKmuZ$|3}-3wcZ zI!kfUnu`wud*GEikMB0odp+D}E-<~bvi2HDgA+1OYzLkf`5Fa+QL8!1)is++dK*c0 zb_>1QEyepEj(clzsBa;D*ns%M$rOiqL1!f#yOr_-8>V5_Oz-DKOr%YQQBy6~*h?2p zKLN>%>sD)4QsNs)xVoB^_jG?+!0B~!W~jr%Kcg}Q1Nx;62t9={$0sMkJb~UW`lB>z zmo=5fL+7XshZs2s?k#Y@HW)P<*;x+LE>#lyQgW<_wykm$#?fyRWNZ_HgB!XcBBB=L znkGO70l>vO`r@xN6=6MZv{opcB|dDk5JZ4LHF6$E)Z4=N?!^MYbTg?ra7V8=9*0wf1x7e9Br>kRoSF=gS^P3z- zxx`T9T z*0vi>?}N)spWKct%g=hO(?2X2I;w*p6Fse?G`N z*~(7J@=z$F@ei#0P)0=@L+m(fefTBM04N%+2bH-WJWy@&*@#YB-EWsGZTi%>9ok9J z&uc#mSKB-;|N0dS5R<~-A6LLBtOLx+AN4sm8E@0+U9I~KjeH`q2TNyRLP4fXH+CX# z)9{-85^Mh!NrxUd{+M|K+83cRN*J@F4C+f66Sx6pV9z91MqAnKU9JgC2m|PT3l0W< z)H$%+45whZVp-R!WZ1lTCIcBURkZ_d@jwiQbizGo^0GP^nutI4z4D+^5+T?ulUhi- ze;33F{rbRjl4?@xzx~AYN~6J)OrtGzsPVng<%Q6YJd_hfb8Xf9%|edW3G`2H_*Zm| z`h+5G5?|baic;E3ulNS3`0eg8`%mesMqb&s_UO~(AmG>okGEiJ6~~{`jeo}por5`Y zZhsc@I<6b0z0joyfSJ5v*@%50pr$$SP0S0W^jMWa9vrT)`(u;N)n(|>?Rk4#Xvnnc zSJx+~c@gCg@WcB$1OdF+tx9&%)m=I?v`lgj^y)tBi2EiO={-gg4ihZA#*!3c60@z>{@7oEHi%c&^S zz1|vF&djak?Ro}s)5t-81cA(pGr=vy6w5C$MCqbYP}aFlV(S)y)e6E*LxXft=a)lz zmpdOkK8~h6U#jVFmhH$8o2{BcUn`K@7%Vk#Lu|}NP%kpQLa27 z=VYL2@Y{C%Co$inHhm+L%DY=v$?eUlBn`^-R^DAd#GIDp{0;`K6!+uW>Cj+{l3=K} zf8#o+dckT@7(elSLE=^u$)-`nyGqk&)({tz{wziytF>SN;KMdC^RqfkM@%21(qDW1 zOlptrGBQ^)AH!=G`I%AG#W#4f*7T^O+gpxSxXg=7B-EW86xs;|g?2`au5d5FbWU~Yev8` zwHr-7l!aa-1zVauLL~q2cgwTu~lotd*A}laat1jis z7gDS^I$+lU-Dh1Ii&x~-8erTr%pyrGhqTTYAby*AB1QD14+rXX z5~HG2N9zo7&~Yy$BYaO9lW3lRhfILSNa|=YGxpI7k>onpCeCG0NWD}8*ZKuA-;rC{ z-yT2nOx(%8v1kq*^XGFmb0@x%ZkEBo4IHe}tC@fclTDpE_d|CiYKpd_byb_wvyWi1fs? zphYnrsxX7*W8%~cUdPmHc{+iS&K0wkMPr@^d8K>C)W*Ai62N_Y$=&C`6cmPTtI&he zrl0;+vKhEuA9)@r|NWYX;bO6=ObZNeJQ^GPc*&vjQ2evA|0tB&7US8T6;BlW#z3AO zebM;9RP$p>u)E#K_s}Q7b?ZlFR%w}b8}HC1i}@R^B$!d_OlKfx;u zL_{i0j%w_a-l51{|Kb(Po>R&fe#VH9%cZwF0JW#$(_G$BNUY<;?Q53Y zk{1#s2k42MHbLU;CS6rCY=huzp(hP9k4m8TJPQc`ljlAt zWOtFoJbh!y%@L;)i`5}y{;e^>%?nT?`7`;qSWZ%EDlsu|{QGHDeJrmGa>MR1Cp+C3Rm&M>a+KaV&C3EmptA?h-!&)D`b&6YsVR@GXhk*|8-VO7ZD zcX?}0F{88aUvORcmhcpJ~YyFn)U&`a;96g)s<~Av{57U3_t)mP`r=_CF!1OVae>AQ9Q))PvzG-Q*+lGbPcncQy@m zbQB(3Q<%8JTF64e*I0u6rgn*0rK8c!rw|Ytb`lE*uXnynM`f+;>_bAL34ExAk;K{A zn6=onF%I$r=b{3E?Nf}9dIn!rGjeeu;OPLY)qyQVpmG|#q}{aUY2clEDY!D^e3deR z>C7I{xm7#t;RM$`%5l=XHViK+B8pC-$%L1Ku7v<(Gkw$nMLKg~APwwUeK?&2>7(46 zZwmdbg@#Y1W9Q}A3iy`OWR1fUXjUQy+}_2QUkvLqpzMi&UlyI`;ATvH25%i0I~Ew4 zHy^T#4BWrI;wlcUn%9QWrFh~xMwgjJYm>F-!VYhIc;`kvXN$K(ZH>Kq`RvvC9i!?s z$4%{q3Ust`=m;? zUH*W>H2rLsY$q;n*ulAvQ{!W3px3(c>GS9Ar)lRHpePb3Pj;CiZ^GoP*H4T(2*R z%)T%EivBp#7p3C*MIc}$Vsn56s(huOjGr=coDgFBx&R#%w#)fGQ#T^sk>OjmadV}U zA*Tvtuui*^mqd>{FBz1!fDe2@m6f}w6y)XQRSZ>*&(~`GPR3;Nzd$7xxGH|-_Y;kI zSqF>4%6 z_OTBFjqVGU?Lv;OLKI0MOc zLpbM2t+!S`z3SyeD^+lE)fA$q_*%=6=0i(Zi+uEs@rmug;}9|{R{UBX@ieQXhJypW!8-}Yp<u13ZMU5P0`|FFAK`lWAKY;mL+TGeO; zOFt;HI!m_(_B@~Yk=*(DdHXSm$*zy4?31kg{O_(wYUH{0$w#V7aOzX z@3kjR&Flsl9Vh2^2(lK=i=-vFfVMo1hc#TsWb1urSVy_c_fwa~zN8>{^AI}Ax_dwi zG5q?7x28Kg;JLTz>{hkqiA#4Z)tBAbhDGdD zgz?ZEZSW?GRq`WFmp`|bF$w-`{esE7KAg>+q~YT0mr1^*q>Gw!)1bZBY4KZ_Pv*rI z9tY`bBzd{JH?l&D)S7bgqBe#L2R>tDnkxXVB0Nqerp9GuEStQaxcP7#7~se z(dAaaA<(cJff--rgl+dBQi{BFCNPiA`?dksI^NIIF+qM5>Q|~YiKvVE44yaqQ0);r z4WKk#cWsc7o1h=I>9Gtw)=C(gNz1)gu)4hx6O5@n%nZWR%9cIdb`9mV27s!AF(4k# zQz8p61M3hv#UOCTs^RQMMW>SG?et;L%d<`B3PpF6DlXgB)JKD`XM- zw>nlSp3BpZiO>ip#N?CxO&WX|od5THRL@yN)GK-%vq*~`(USDmBjL0iE^?Ov&HH2{ zG{On+!w&JS&5qx>VfXL&c%KL;FD3izyM9Iv*xAXyw>ydM(N)iU2*-Nbt?p7t4cJcl z@7T_9=UTmKW%p|+N>rE9x#v9`a39usYGZ9^UG(;GdAx+k%243uo@h??=7d1Qk8it2 zsgni%d&%^L7fA1+g6-28ry=7g4vC|FJF}7H*nA*49-hd{Fgg|Zx)si!29h%CnK2XJ zD2(IbDG*^DQid^U^z-C^bM4vSnk@FB9X{Pcud5@EyNPMm>iKBwJ*XH7!3F|;_+^5D2B=!dlg8N(vzlbgP;%~T@*^>IMz34XIE zs}6j-g>MAx@w>N8q_>1>yY)90I(?cr(w@XvE|n$g^!`}eF`;Q4P&0ZutE)enQVnGv ztv5AHq^m{_uj*SU0t=V*J&iji+XydR?okoGlp0}h{)fjcXpdK1FrHMjH! zQ|rwA0aJ@pc2;_*cF&#V$kM#0tGXg?_T5(hw6DP6H_P@xJ8;g|3t+wQfxBo8XUKIl z(-U=tY!SpZJ8pR1nC!k5u&4GNYj89lz2Z+O#6KGyYX5^0vmFu5VoG}(2lu}p5#m3F zZ$y0ag!v12MYi8wrmH}>H!nL@RgrQOL)_5B3QI!OfedBjwo{`)xrs5O&jnWFEz0hh zUJWX1ARmnmxVEdB-Rsas&Avd0T<_n>Wz_B8$u4jLbu`TU46;X1$r^x^@O9-=wVSr7 z#@Ms3KFiqC*0@_Q6abSz?C+R}!w7zQ)Wu@3Mm@LjiHEC$atX64N6#xHFI;b286mRE zJe|4F;DlUQM)YjR0AixfQ}xBfR5cjOp0djAGO5EagO`5{53zzMKe@wnpX+|>FTPxH zwVv;}kAJ%bye*2-k=9~5Z|sM5ezVQK^xgR_@X|7A?9Nu`hI}0+IsxPG1l9K_9@RI> z>6Q%BRJzjqd&3TA;JKmS-xoVk1uLF$LhZx6B9*z6#~l0M*2ep{i;dU(bP` z=E^{f#LFL=g*9SHKR6na`mHR*>>fDPytgO)TnNOyw;2@UpLjb{QhaGRZr(O(FLIP8JTGMZvP{dk?2&4>BK2BBfV!&@sJqqu zIq|VlzhJ^OKOQP0`wivf^DkzBlSOAf#?eVq7_887Lk0!b))=UL%#rW37c3PfWhF{A z7VXsKNG{_nLG5pev;4I7HZydW$wdirvGe`OzdSYQuRkc_=X>NDV#^Sx7QL9=LJPn) z!}x%)NLnWln3%fyYk>AN<-~SN^8a>L5k3aDzgE z-mr0pv7|)XG9Misn3g_gVY~V$i$^ z;q_+`cR4mtVw4(nF?rqe=DxEN>eAVk<{eYhcaa(dXaYE_ZI;{9sFkG>uT6Z{lyBR97 zO!NGn1uqTVa}UsnXN%^;pq^8A|HmxLw6WnOzs+UjOI3zA&c>WY*VRW3EttI2Qhvon zVE)Wtms=j-7!{YESL453nr!Mz9V939*rMcM$|DFvCFRyRz3?n@s0igYT3 z-or=vtR$)x{xNIB-$s^uMY=2Kkegh;$UptT}O$PwbFrIT~RLj8cX4pe6EQ4~v(}x)2_6 z2O-87%GOtG&j-WaoIQeyjOh6oIHc|Bm%2x&%ExXwKjwy=BKF=~sAsIzYHPU7gp*tx zrPFEr941eXdjbYnLmV}a|8c7X!L7>A=Y^p%#8<|eTgL*D^POUF!SaFERTT%+CsANn zIV~jt-aFWnrCI<}W&#|e^PS}7L+Aw7N%_1}+Lx&l;QAy5`cmHr#fN7?k~+?vJO=C4 zATUaF|9PybTrlA&?dc%4%;t&6ym#PAa>cRcQS^EuylJno=J~aR5T(q2nO4$~muA1B zcPCIODndsycIa?0K>eaKS&5m4*5}6anX7LnC(vw-<(E`h!zc1Xg+pv!dCCBmI%K=_||dOu64eQ z6bu9T`hV4j6x~)=MfYpnEE~OFrX|5SdOz{9Vj(ymeG;IIw0h$`=BiD7%}weA-t61md-+czd!{)%ce527fB(^3l$C)rE1dNrA?=g{IjJ zy8cG#3@L9xoGPI=q?*@PBr@g3kMKdWrg#T2DJ8yh^M3+V=0!@}zKCI)dniPTq1)pC z(T>w2`N%bXs2hIvBWTj_>i+lC*&n_Y?;RH{!x8m8A3;Rr+?QN6tdTvUzBDkq;$o*&v6dC;6R{<1Fq-mE zSYx+eOCn4er~@6Ddbv|srCWyHs7O_p!(DEh*T<59;5OdSvI9Jy+MV0dcZ17aRs;nw zgNm`Tg|MA99E5K2+c)DY$lZs9i|nO*)LP%UW}Tiow}Cd4zUTg19*$=j{d?Z`gPE<` z(Jx%itH|p{mZp*xj8=|ZI12VyK!4)!PyS@Jyf8A;S_R@b2S0PLvAqLtm=Ov|d|qvMAC*9*9Yd zgLmn}M?tLu?a& z%MlCFUej?(t60`#cy9)Zk-R?Ku<%+Xo=Uymw1Y4*lIJq>t$-Kud_P&JHiK}JljtQt zb1B9`K$;{YqnPtFAI(3A!Fs=MX5$fa|CJILP<6J(=!md%I#5M_WrybVVg}POW&mVvNewcRUW->~P(7igu z2dzhGxa}cTqeK#q@HO#%zr4=1%j&}!vv@eDfr^F4A2>uTDLwfvIg>JZwB`W~{ywk% z!syN?nO6@9!38H`_=l4o^s(>j!VRJap8K%CD_fuXh%A(O^^*X@bXnm7*hJF|_??)p zPPOJScE=n{ufmZtYh^FRD~wb1u~~r$7^r|Tz~K?a?=ApL>(r<5=l!w~(g(7@#pfNx z3~FW+ zbE;|Z8~!P9^&&5w0(7q4sP17TIg0aU>CaLZnmqCCPgIjXgQ<3h*i(H7NQ?FIdD+rb zEq!sP={!6HTN;Kp=%O00Qy1o>nOzPB8fWqDsOVDMKulgyhGJ@m$o)S4H>!aHqB=Q? z{6&pcnS{&RDOht<0^Ekzy&+eQHY^scK4ge-vkyetL&D)MvgQ$&gYl>P2=x4tI< z^^S87XP#~gPD@Hon}*&0J#}CmS&BPu1~12GhdphPH=Nxj+R@G{e}QuEdjyRYJ^0>r z-C`S6VwB~N8bHi9u|pYcN=IfL1LN{xM`<@JEC3Uc-7IwaFK+B{a9sxKV&#USy(sF- zn;T!%(Q^wl4&ocbN27&blck;(6XOv)e9eV8CBvq}A9|a=eY=#Ay46sogd|o*>LkN= zd#Q#b+&)$p^7fcG7(<&6P?|K?0lyX*Y#q%HI5;ElcH=rfYHbCYIb!D zXdi>Pa+_|YWV;o*kaXurAhs=xz6Q;4g);p#JnUk2)Ezj}Hdiv%aBBq@@uV{hQ`=QW zY>QUoJr9kF7mlf$4fF*G!!z37(S_@c=AM%io~ zNydrr>ea4yvWZnNPFpyi$_uPM{}WFnZZcYbvQ5@k`5d|>wda2^a*Nnok$DPn%D?tF zy%qwS6%1@A5--_4>3V-3a@9~^*j>+Q30NsX)PAPFg7ls_*b;x1k}ET4Jl-no-(L*F z-1lsA?B!eHt}TR#L2FEKIAJ!88=qoyV$IEfjgfA)(aBzs`-sU~72k@*BfnkBy?Hrv z96Xm8`mPwA3MXoh9UBgF^1#_S+O)xU*9@LQzAk?ggEu@Kc?7dkOyce8qF zmr3N`-KcT;2lEokB=uy>8X;+3Tp!>tcbKVnaz*sU( z-A@7G<=3mzxPlfbfT8SGz0~q|bokW)CfaEbR7OTg7|d>&GyI zNPjKHG|{7;-Mp&Q{*pw2whjtunajf;*~(=1- z2n+OL&xn2o?sdA*-=%@dFc{TMY}qpB*q+*{y&VUi;K2u9ya}3xk$-fV_UTmEn=jsf z-=KZp*7+EE?&WXNZ5f7lz_(o(Dy6sWMw&J+GRoM3cV|?ZJ?19v=K{_!T$J7QrYtaH z9VYqWUtkP~%1E#->e=c?_q_&O*@QctZYU$y(5=}l&)u#z?MGFTBnC<4q0{I_v%l8&+x?!o(Zj0)KSHDZkKt@ zc2c9n(SvE*N=A&8D8H_$MDgp5uZd(76I(*tosy@Qh5%;k7UHzJ&+)UnyC=hfdrl0m z2aoNFP{!4Cg(^e|g3`K84SoDt5aBi9*4x-3q3uj`6H&5J*5TI(5uxas^u{u){ay{U1aQU%3ay81ZoIdNz*M5R}M+ zU-@RHx}aAO))^Uy6dhzL94@M|`aAq$Z?x>6$@0)~r9@7WTXaF)f zti)$8b5iqRto}*tSppLWyC9}Tj{sXk);!!rM|I=jAQU>6-vjY5*mw+DyFzr#l_fxq zjTdgI;qcMY67$;3I#PDL^2Kbj{pQOf*Pam2nWR{+s(Y;?5V`x(%1y3@wJBpu?pu5p zQ=$DPTu8gO{)uGXb3bJ~EJN4Kq{D0N*5gE8rX~_=z4`;OUJ#4;QRi%^=>ri&X#m4~t9%6@a;r;suFG}M~JIm)7mPMv!4j}DKFB)oEefFvFdqg`tJ*TNsh z!B3`5HU1ls0^h_EKTkH$S$UNLZ}w6krs;&SLa#H@P#J6-iIhz8X>jQt7HBQaK%pOq zyT3(>Q_Snf!(qH2W~D94A4;~oyGezN$3*|AE0D^c5<)cdgA-s;epd~xGu7Ltq3qjh>wvlNbrm*}SGV(l&uW8f?=QDY>{CzF1(Ja2 zY9mJFDxh>6ExHvflY5gY5(C{_qJ7V;*SlX}j|6QX*FDi1(D9L_W9E|rUp>T!1#m+g z#H`nf!Zm*g`3peg0E3GY@MVR1aVAX5J`(R9q$IR1o^Y_QyjUg9ub#RLGoKk}q1wHA zKmQ*0(b#4*9AiJn4&xmYkU3Dz)4RHtYrKL4xyjOuj$t7Io|bdbrYuHOLq zn0^jcVC})XMlldjjuOWxHa!khaQ8IGT+qkfkpT>v=)jl1i|eFiuZaH~u1UVzEqHeA zOPZrsz-#W4(2II-)H5k@&9;c}Pr7y1kj>g>pZa8!h?gqv1xw>HO5Qv9(^|+Tmm(9m z#1tR0kx90<{4%h^RsW8b$>=`%Ym^Dhxu6Zye#>6lUD0N1icH(rV)jB03$ETM_E`e9 z(bf@=JRzvpgJf>#z=`g{B+ENgnI*8b=8z3<=_I)Ji<$bl*7UZ}srt=Iu3=K^m!-yv zQY&kZEakA-8jX>%*Zo(OxwLp*1Jt2K5*?JRSA27jg^nDRR=mSzlcwiNRF6M{4yq|a< z1k6_ks>B?gNgoP!&wyHD&a9zsuU!GHRnAZHt+_xI@v41w z>jje1f4<%Z!FWmc;@h|Jf|B8rDDdAJOOMu{6~L00%1nsHw~GUy$lrFQ$?3e*h{?SI z9K<9~gUqf-;6tkMt0$!$C)Z51w{%2=rq`BX&ZXX6_$g^CwUq7p6 zeW&1o8`bwp>5}(kqxft7?B}9Cf!(jzcqT$HwG?;%At%H|<~#ZLOrIzWYVoY3*c9j1 zV2tGvlPDPsLf2;g`SXsBHV?2|sE{Z{Zs`jmyN944O`kmdap&kOD^TNYSr~>HXLV-| z^a7(}O!3xAFFO%xI~F79wS)RrXk|SwSdf-Li6QJtceD z2Z!+v=>&*-)4dNS%W_Y2{pP~v*CUND7u0TCO9!_zDWY3!X(NKMU?R~0*3$l0PS;k# zS$mI01Kpnn-UT0P_Jgvwf?Kvt`52)JR{Gq!LbTj8sUY=?&^$v4lKIn$*o!!q7|8VcfSf)FM#4eu+?dE zlL6S@$f-MwoQ#SdR|$M8W$6UwRI7pr)A=t5iA+Ha-il_$p>ahpo^VZvh=iqg@?2~e zIEAsgYENc>sPrVjdy^l!Yr+ryo&=KqfR(2S7dP&b;q}OWxQ@PiO#G%w1=4ls$3fxq zyZcoQw#4;yp-w=ondt9V`vm2Na?lFycY%)Xo!4TmX|F1eGc*c@u2&SSX=eV`n>h10 z{>ihzRUi*i?jC?9%wQu?3KI`rHcG*k8g;v5jqB5gp^uDwbB)~H#kwOhN-~kX+i}RDhCQC{2?)MKDsE(sXuu3f)-Qz zx;t*PiV3xXSR3m5frhJ*?T7p@BlLxu87iJ0f++OkU zn2O=|57#9nkY+!DA;xrbJomtKYjhUt1i>mX8srbYiK(K0A~lVR0IA(Xk4q%^1)>_K z2dfQFxek!zSFEy`0*VsCuxQUMpcXsU?Wm&rC8~A#jpD>{VKeWUC(T-UZ+x1+`ski6 zc(t1vB~bERWVU94plnxXtcwJcym3Mzpjpsw6Z}_EB>NsNf2RN@2EV`OM3%P-)QLcB zwUsoO$)8F@3qwtD8@5Bvv7UiW#sx**BVO8x@NT2DH0Lj)owE3%BWUP=XiO}w)Pq`9C!GZz1tN$5%TO80@>3wN4iQA@fDVa`XS zE3V#I^W6?;bGmJTTB!oq1@2ai*LWn~SHs2ouv2D@l1^F>P@4O&^*m6m4~6hb5^4mh z6_eF3yTs=92Do-*1!w5X zaZ1;Cku37TK~T~2VqY?EFknQ_GjXr^zxm{tNQEHDd`t6m#qIp8xB?NI&INtUrc{Xt zA=5|}*V*j6JWR60#6>Ib3j0a}SVDBTunf%lYc)&RNe^>~MNFYfvImDp7UBns;q6607y$j&#E+ z)C&vsTc}FF_^;n=qf!dnK;QImjfd|M&3KS~()w|+{bb$+pucu+q^1(+9=US+4hxf~ z!M$L5Ktb2&+c`8*yuILmh3E~*Ny~P2YrBth`w!VM-R+qwa|EeZ#~fU!#vPty(OXQ1 zrB0eIxMx_3iO15|&6KsVPIMn(oj2WOUW@b%^Lu^TIKIbiS^0tl%;|T)ng2g?I++Qk z`%ChrHWv+a7=wRJhGh-+B>Q{UbgUL#MON4xV6abXGR)sbc(d5xs@xJVPxjuW`E!yxq#gcTFu zoSU~eSJ<_3Ul9gzha5Aeh7AlCz#v~brFnG*Y1`cQOvaq6s9mw2pWEq`)=SwF@2@C( ze!S(TzrENJ#5Ne%qo`S9$PBenvqAl_8**UwYn$fg<|ewMJ0+OKC>mN2;`K$YDZ6ub zJT!Oia{|$Ar_6~X>I^YeRKL9zq`mZomQY|KBDFS*{Lo!96Vr__PMh{UYy<{5TYc^B z?}m%k(dGU*mPwfIZdJ*NdxIrDz~K=ZqucY}F0fnztYC_`>r!Dafg$1N+w0L$ilvuU zOoqQM9N9LsWJVhA*gVB1w+eZV`Ed+>%3iC*HO~6Sf0EJgCsm850M+qVz#b- zcO1T#ui|X(;KgPbi0mR^7@i6q-(vL`iJ1wIk9p9rtjHa3R4(@|%lSayTd;w$ewtzk zs(ah-%jRbvZWr{!)8ILO`qOj%oR8&W#qgk@{Oc`Vd+ybNg&mlzi_HKDkmh5u7!j2i zr<(`!32;~<_As+Rz_n&pTnpz&m@`{dRpk!BEsie~0}9{)H2-mA0+>RhGQzmhR; zwy|0w0WZD<;3x9F3}k9Q6p?ydsFnt&vXqwPLmEfDcl+R)_hJ<~)rsw8hjw>0EM*2B zi^hohlgxR>)reW+uEFUeJRZmK$qmO=(fLlTg}d>Sd!7NzY70&kEJip%}>Oys)a|(|!8lCR2|@q1v^7J;)G@RDniER+IOWB^z$r`IIc8?UrQs*YtX=B5&leASfwT zRxTyPvC*hWH^duQr+tchaV;T=jWz=#I5fnYPE#r(5~XXUiXAT%nyiKNTP}*KvBDtc z;`{dYSDOyb6$li-64!XPlUZJh51VltB3smXvnM|dZSpH_rtDEQN*egY7|1memU?7I zj#O6is6%W$*przK7y@KE-s)2j-ff9{Ow9;{B#F=%5ihvg6PtQkS^#+>|J1xbT{WhX z>Q8}BzPe4VT=j5egJMJ&dhvtD&|rinS|w*WrRn+0=v|;k)~|Zl9F9MOOHR~3xR9&~ zAq+Y|HFxnryRX~zz+X6gjz0pr{Uc^1>fO1>GNwE7Z$vTvpLRNO72@GWIzp=GA#8uX z3L|suRZqadYMP5CrkwGPVrfz0eO3BY)m=Q{t4kSa#D~y$B7I61G>zw>_hF3q!EJ&1 z;r?0+RBl<|5(h-qi;8j;lzqSLJowF1!lg$|lsj&<*P{d|?{vJ*(tImN_2}gHm{b?F z{3>p!H=FW{6LdTzFGA1TjqSI(jkuMg6>@_vv7c2c30OEq3=TTkpD4xn+Dd+}Dphoj zevxZP3Z~puI!GdI79|SoLsE=tNU2)vT<@E|7SdOnyd-UK4TS<8)+v|_v3s?mP)uAi z+Icc5Sthd!J0C>NK_F06W&j7wF-&YQj@SZ;7G`+Vw{TkwKKy>OPTo3kkLEeNvaK+<-cFV$5w)9M~ z*>^_^dbB$&10>>uhM*m+&9vZ z1Ahwq{&WhyHdgR^_aM9pG$85Ik|?v*rsmY;?ZEa0B;3Vg7r(%2t`(BL;+f-i6@tt;lP^}sE?&KK zX~k&TV{^r}(9$WN<{Io=ko1Rq(+ZM5X8MQTGiD~d9Rh-KwK4^Vlh3x?gka@vaJYqv2wWrEdg77xEXoEZA zsxMk&jRSw@gaZQGVd1GXxU8i_rDty&IPbL6CH;9pyFrwnMaYUpk+Z|eH` zVVE?dmMKF$hX!;TX==y%XzS3N8T*UgON*e^Gj}8e>QI?TI?viVem-9u^QulxAPUQn zd}!fF+AG2OKw{-6Hs%@=)LC9*`P3ia<)hc<9&(*v1rKY2qAe5C!YtWZd&m?gjUzI| zO&6*|+I`$LcQUU*$?q1ZLCiK$h$8T%=N06c*EQ9PU|<^9;$sbB2Kb5@$_F*qlRWVg zY>7Mt{-4QK6$l@y?97@a38gV?#{^ekFf;5K|n z^WH5jp1nH}_L!(Ey;;FD|2ok}b|OJK1qG8<1wtSnKl>B7V)_e_`q3^s+L56s(9e$J z33xC?>(9f{0f?R28%40_hjVaWEp#O~W1yxwOU)SI%D!}Iod<^r9H)F9{`9Tr6QBbK zBIp`j{`t|TJqi5x zRC1FF)|_`HU$!dy%>$ceF+DIN&f`(f656mtW9Pt*X38K(s)tTr%eFF2=Dm+!w(#gQ=7B)*z&25c!FnK((M9t^`U<#Yw_ zpWVYqJu6sC_oSWG5O?A7_Oqn!z<*%yk+B&ehs3|85J|w}pcNth>bY_$!5D8*%D@5C ztyB~heBv>77rMw!gv1^_p7oi28-AGZB7<}OEy-*{?b3yDOq`b&_D&ABW9{@4uNAR# z>rSbeQu||R<7xhQ^8p@n{jZ-X_>DS*0T#XM3Bhe7+*Mz5__P@TVa1qRTJo>rKK2$N zjOp{&nFoN0m#nH(6&*#6@NRD`!}bbW)b=#x$NhXB#`ES+t}C#7uEJItgl=y{xjxMf zI8e(DL~e^!*xDZs2Q^nPij&2Bc+VOKFR`BcU?q5I;iH5MjSOm9pMjj6l4_2EVsK)0 z#0Dq(NE6-H*Y|Zj7`#CBhc+FtwglSwq}kh7Nr^jP;4zl3?xFTQ4SdQhNEul^9?HSkpQl*%ozSYjoi;v&Y0oNndppK5>{ zV&}cpe2Q@rM{#kFXhXm(N($4hXY)lcV|7dw=T5vc8C1>!m4h^^(-)m|V_kOwa^H?4 zE2g||=|I=fO&&}dia5WA9XD&UFFnHEEc)$zs=a$O=gvxD2}8o1`8;obF~G{HwwG z2gV$72va}F@?#_^W(6h3^%1{@1#=Q3k|||ZIzF-Vm?|Ll?b7PLE@6zNH_PDB69c=7 z8#4Lah1Z~_wxRcH-2KI6y~|49Pq~cV^_SM~qBS6S0Pan{)|-nMQZQce{;535-->8P z`2(9l5&O-;XS=;T(B$pSkFNaCUfO|=z-jF`^Ys%Bn2`Cti{vA+3S4zm(FYtcH)42T z)Es9oe4cA?cNLJX&2^cXC9N4@(}=jAGG2;#BiiY_z1L)=LnSII#c@VF%7t>AYbI;Y z>`=3u5RUJ`qs>Hq*pjCq2?{3^Z=hhRM)2)?a?ll{03a#DP|NF~-qEhiN}tlIRo zmp<(C$+6-z*zwm>@hUd*68^ARQoZjiViF02A+pHPJ9ESQQu^)E^!{XxXkFbnLcy0T zF&Og5eLI7O<|}gG65{{VBM4M*8zcX;99K(~HaB zu9z>;sY8f0w-glq`QCv$o=A-Uq_t6+7|{T}i+k5|!l0a6$JzaYSIYd4Q1U7-u6H9z z?d;5A3a#(sUp`|Dmj0uAG>Rt~tWPSoq~ks>JBSx=g3=lE z`A@E)?^?K&!E|_Nmid)7UZ|7BC#;NmDyH0yj|Vg~oY@UCWUYG>y|WfX3%B7PI%|B$ z)U=N6GnYg*w#uvwn0H~d7{jq#1V8FO&!MM6$0IVL8f?}^aW_t|$X?_c0~C96@KRiq z5AU_v1L|Ux{DpD;{G6ytzLmVfCd0a? zr2|$aT)gjk`SQ{jl(c&DN}s7K)e?z@-hgFsx6ABrEq7SWa$$zGpb36ifd~xBAqVUr6-o3-@XA;k`k!=|5sEo#&lb`a|gDjz}2HeS+2{t z_hEZ8Bhz*a3)fiI#}Lb0C17N{Rw$seR`IZKyBM^p4^hMQw3|9>nZ5|s^Pq*}|HM_j zvL6w~D{9Dxh#f)vuP#rrHPNcMiw}q0uu@WeYCeAB$3$r8QhcM)(y=^;!`WwJU!H+O2eHD3DifvdAaA>x`@NuAiHRXNL)`8#YTLp$5-u%eJ`L6>j7EEY1o zD&zG{!VU3MNE|-E*q7z~Hr-nmj*4j*2z4UR&P&Pmt`zmZ=vK78we7_>-ip)x8gnxI zh$3>vC(13U3~QrFsOO7j5fCW%F8=W30aCe2FgBNzN^i!4!94Jkjy?sP%i8>?tichu z9^Mr#6a1;Qts#tQjg6QR9^V2STJokSR1&#E1-3X>dLuUODhvOW@gd&`s0UQ>SPNUa zeA5wEJ3AJnaa)mqXL17EbG>k>Z4QI7wgU@#6@5qXZSFsf4y4ptMUpZ5qtezm{D5NY z&Hf0xwOsS9U`Dh~Sf^ugLG1Z;^jEtRvRj8IwxmXi;agK?7K{x^V2aI9nR|MIPMl=s zGIt{(TgvUb-`lJ{>g}mqdcSBF&T(tOQimDOjS_(|_e59NP>IdQQx1e5g)vov4&r9?mhEpcEQum zl?J_WDtfS-p9$K^66N)~E$cq{cO4u8)RC+8%1WKgoD`TAA!Y+-D>4vNjUy}0Ob4Nn zM%J{gmcTjj4@fCHU^ASsmiF6oGQ>GDYg|(;RvJ)RfwUVh_tic?dFC?3h&%`)&z@Pb{R?9%-VNPUiRiP9Z^4(=L~Hu zrMnt$V%`3kR{J?K%-p<-)-DF3I=6I65kK_O{sBjx3@Q{L?NTkHxj6FP)(>>pdp+SQ zS<{mKdjirCaz3_b{1iSSuGRjtl^#>~8pu%5(9aS2_UV_u9 zYny#it1x)-LDFll1?WlY<9@EQl)6HIQy@EiZpikk$(b?_?yb$7Q(JSk;=DnwMedOq zF_a4CYqz4wO9Q?sRe<*L;!mgNjv?uFl6<`7memI@gA9ui&Z3+#Qipx}ol4zj-#<2N zD}q&Hq0Vpbt?vmX-nSN3ni%AQBem8lZoYTIX}|V)ZITGW(1XF%Jii7%ddT8{eDFCu z3fusCHZjKhvxbiG(&}xR0nHr3j>B3k?;IcJMwakJ)A_FZ@o?_K@{$9?vnIid*t|fq z^FyfR$wICp83-ykX^u(U*u<{L4JNHh6Ezrj0r`X zZ5rI$qewsv0=kXTC8zJU9BO#SNI8IuHgraDf35tQG6pHAdi|8&@L~MFF{7!ToHgQh zgCES&z9?o0s%cEj4I92tnIp7<2%Jd5@(2tkdXU;8T{6?oxSm#v-%Y$ ztR#HeOB^iRWlY3_^=?qzr3`naxzm(k*!$n%WqA7@%G%TY=P^u3f} zK0zn3u?4%cldJFy{4~fvpK}Gu4_6?{;oWq_`APTpxFBLX-t2 zTvv+8LQViP7csjq6#3Fj0x`9}O(|3EYb#@C{tB+w)8?IWm(|9`CQH~BJs|QxHK;wd zNUO=o*`vVu)qR3Yw@MoeC+d1sax(P&SB($hE>lDL+5$vE6L#J&e}dcPv@kyfz_&+f zLS(5l48fwmLFm{p^2pm&6`gzgS)@=bquvnX9-X94O!rc4(dyUll1z*(c6+_ZR$OcK z^Mua2$*e`_oYKpHCnsvpBetc^&(Ay}sEe7E2=7{a^!|&;g}$RhzT`Gt%zT|7d@N z#kW4rTL|NfX;T+&n|Arm)k=#7&7rCu=;`JjrZ_s!R}ynWgZFS2W3}U*;pj<(_a)#V z{`j0{38;It;)$v*8jp(g27=PD7FtLtfr*!elU;hxdU5#o88q&VUd1UUvIkl?hKg=% zR+uJa%*uSYt$zf%jm}T6O*NHP9?#2bm0=k-o4Dbm(PHo5Lcw>J8%ynYJ_;{L6n)gy zueEn9Kn(CI#xM^$6?Z)-*_1T++Y8ViDC2uwy;(tJ$pV_E@lA`EI1R3d#Wb|1f@IP0 zb_h0E#!9dM>7yQ4k7fIl?^>7m8@|jKzgCd8JGgfjdw79`QM`)vu=LrN(gV_D$g9Cz z73c34PrO$49=PE;|KRYtUCX<@b6yNk-vQp=6OA&b&K#c+HOIMs-tGWt&XKAvxg`^L z@U_CVEH>!Hc0mW`^#*zXttSgik668$v4*4%3_X)yJwW)pP)ECxBgE0)5IV5|8^1cv z^cf1kUI4){4IZ$a>{tZqUJ!}_d*MgW=(AMt`N%t*$vL`vlF79JktNBvEUh_7ZeHJ| zl83ujh?~#+ri_E!EvMe8k^3)*{p9o_XWXSJ$)zdWrM2Uf z`|Ed-KHiAvxaoWICbppkW=zFd>^y(EpF3{SHhSq+L`Po4!oepf27+7|EJ4^t&+0Me z-}@QmJ*=M;Z1u2n$6*FR_x%`s-Jq^vqi%#RqO`(1$)Qq7I$1QCOv`Rc6>0hp$Y`0a zmGR-aXrbr)b*%CdVrO+Y-)3=$*iR8hiLH6k_w!~%Cdyw8>2*5gt#ifFh{a=!?MR_# zY1RF18g2gN7ncS4m{}cvx2=+$2)@O9r25-NI*haHLn*_u$5f$_V&SK5A(t3t*Xht6I8X$)f25Jfh6uUXz(941fN zN}5m=^KdABx5U-hP3z!;f$=)HK-}Enr zxwxnD(Cw?5St8F+3GDc1RAa}mcm|Kz01X?3|Aj)+HD;239)sUrc}|g&PGSQg-z1Pb zg!ysV=9YRXw-f*J1`>O@F~T@X&FIMGz|qslh`-UzI~1$ckfCz42$&yZEn6H7$oo#7 zS)Tw*hkz=Cs?UqL>W5oE-lA9#wf#<*c#)F-=*|P%tfWu2rCH4m@`;nSIXP0>5B2nG zJ#Iay{bu_j>+*COY`DJ;2s?YR)Uu>B!65kD*(?f$yi14IHSp;OO!hcUij{(Y25B0Z z&Av3Cw3BDD5B)aA{W?Y6>z6J;+M~q|W2ApvXp0y#!@pnX6};Qf6u1pTr;!i77J2Xx z!wLn$SXl!r)ggrz`X?qLdPJf1Wxj>55Biv_F6s>E~)sb2Zv|+?imX~IZWf>l3~t0zi9QCa{6&jw%~*WxHm=! zdK`jx76KyL(rJL|w|4l?+eVQ5NC)9PG+DE;Q6UPQn{(y9@9Afk07tM2R+Xrt^;M!U z-qSgO6>M{BA7C*kY%f4*OTIOMwS}-|E6^o9F&X(fTlv^Kc$W$@^od`m@@-q7q6oGM z=g>Z%zM2MqrT*`?q4aXRQK8GpTX-9odl5`Qtg`zC9$vAW)-Vm%%_$@+fn!@)J+=A7td<8R_qBKDF@nE>znUcvC3>-HUp6~bd;v$}w*iHbR<^mD zfv~iy=7ImVMjk5z)w+r1`#r(`?Q}*UOX}4OBu>q><((};fSv#4W6P5f5y<0cq9Ah? z5#N0L7RHmy>1q$&lI~Dieazx>X;R9X9(%b)H;XdB9etq$8s5!WOG&;w->ZlRV=e!g9s@La)dQe1Nb*q%ZPye><;6E+k#}5Z=OfL+lF6wk*WwMLB zt3CsNWriE)-g}r6!u$R7Y$ixjV$NZ@pQUX(e^;17In@yGHM$vxVuzLQa|U@5EvrJ< zZKc9^tT=x1Nm3BDy&tm-~K#Xjkn`3hTqm4{qVT(V?y8 z<_jndOvaTuWjEV!NIAloqRuu7m*AcV;%mpwO_%c>&en9WCKD0~s@q`u-1gzj&xkFtwo}U+jCil#f*@%hXvh~o1s)~p` zz45A03tL%wOIuVlUov?rQ&K8q@IFPW|ITH7*oSnuHoSb4>R)eNWY(iLL@Gw|N*joC zs6V$YxXk!92~K<&D06jpuLVj;IruGH2c3EfxXPmX@kaR%sSXHnl}9P0f6t%h%cPJf>j#qlu_5RH(7TIgS2u~^40(0If6Pf z)|VYY8&+$N8HS~cRN2(!Nb~&gf?vaA2vP{IK~Zv=1+FBxo{rnNTSaSZ>CtkmEg=ehz)fHiKT=`5c9DRCmfo%{{5{k9zmAo|=(-$69q5)r(M_j9)h zwr&!oPx~H>%?>v8M>WS}Ad2F(=|wg%*)|2Rk=Py|5EOB}Syw5ul3C3QP0Z?o?cnud zVhnAahUjdk3ezXVPNb7QQmWqz_}C@8^1h zoaiZb?yrkCOK=JwQjS6a`oxUCyWXDRqXl__$yx*ZNi36q(G$Mzh!9sq7&C@CV>0~Z z9iTrO>wKF}p7Ki~0yCWUup0W~lnI_f4%$}0ogZxR77*N8JlEyd6%T*gEXGXp{{tfi zzfpw@ucbdtw90}A6vDj7tiQT~m%jw8V%w}_pKaG^>$zUk^Z|tEJ0-qFuwpXo$8##btYSr$=_C9;*v~mL}`co)#T3LEBenkF22e-;~_M(B^_2+VH zy#x9l*^4XI58FclRC)*At73GT8FB|gdZcm=#!7nW#WIWM;)4P7%~2n zpYYNG=CTN3$8FQLYz;_k_xp-Pw2?4W$u$2}V&PgC8x-9c4+krJ*PXx@bnk!G1PJ!3 z{{s8PU%r}Y6yZ;L2Y*A-;71n01H%7~2Xx-ZVa&A=#?9VJE8QOQ#5)CRI~|f=`Y7Xi zp$dRN_vmH~-28!FQ6fC3&rkYdwe?&tJ7_$!oqNDi`#tO_nmZvH}>Td(M ztNGv3^;x?dukoMlEhsmr67o^vaMR;sHov2zmv$ATXNh{#ucLG;S{PEEh}KT#p*6L%R!x_>YszxTb*geTRe7A@_y z3j|c2ap6hp@$ic$ubK=ydjjl+exbFNSq+M21^OYTJT|j22|JZrfhljz@qL;Z{*(HE z>{R*Mm;Qxcd=&-^l0^k;U+{`OdnY|h=agzfOQ|dy4Xq-}B;p!wq@-4{#9fNLS=iM; zsM+ltqVX@(RqUyMeFYS*eNF@$IEA3ywO~6NSmjlvFKVrfI!v#f4xg5PW2I)3{>=8M{I*P4@7*heP^f4!^1mZ<_K@}CI2Xo z4`9Oe0Q(3oze+QgUC)5vj!-_Yhn_vdchyGcBcmG=<4DCBO>{(JAC=PxrVwV-A)#Jw z`imA@y}dS|J_BaF4>zMx$Ay=pZj$$dR3Yg|TTy?$o=w(gYAx|fS>=w=2)pnu?)I_m zLXvxi$Fk--V?l9_mc~|EZ=bbgm6q~WV%slL@Ru~}gahJk94Am3iv`f)iyrOr+rfM^>$*Hx# znCQGoiEH;&$GM}M3Sj~JO(s9v=yiBOZtyAKZUycK{nhz4E$yzkm)atmH1Bw`l6Sr} z;Z$MdEI(s^pD(qSP&hl<9Gbn$y6SX3qm4lZN95L1qIA=Vr`u&U3MJs8S5!~3j_Zhr zI~WtHqEA712kHOi0_0QKnM#eOXoJ{oaIv|XXm_yIqOm|E$5^ty7}WNwW@0R?_U21s zQ7J{blqFKO2U-CegLZ>wq5$#RHrLk$LT;}cn~PwkMfi(}<;2rp1u%b(rm%CVj$7oTwj>1o?-t2G2Ro$+h+P0x%u>j9fsb8BE}2rkbw0KlJM1UyHXu1vw}41h5>8_@WlRBlgk4Y8SQ`9w*lTR>RA3cX z&QE`5YxAi*3)l}@V58{_=zUAWqGwnB6=TW|oZC&ofNkLot<^qt4Sle3g!kkRkQbpv z3*N3?jvr;6sx%E=W3|eLF>i|iNV?w=x$_PTPfm_tcyb=S#UJ#z^KZb%bKI-gd*_EG zCj^_7TTvVh)(+lIBs=pjkLU!^mGnn2p#N7?5Q(O*rWLwYzD5;%jR>9p3zw6C^3(!22`Yk?LH>0!2>rOAlh( zAA{2tg5|>&QXfkG5DtDi7_UD*{MSh?_xU*!&-~brWm@=LteMrk{>6oU94IDD6n5Kx z2^G3>i{*o@rW3X`MQbaEU-aMsCO`I z0MD<9QLp&)@yU0?Q!RR?s)daN@jIn`Y6f|di_=;;S$u<(#*(RB!U>*D<0J-Wb!WD| zW{@wu2$|BO_}>{+{mCOfn{Na$&#=SewX8va1ha0re6kixuLO(^Vhg_P;9cyrKAca2 zGbUgyDgX)9lor!en=hPsFp&%5$d2MxKdGm)f;W=b=t?=t+$K&3aETVbGFR z+ZVM?hhfF*F8uNXirp4FA*(#@hIsA>w}&FSjqUG(Tv8r2(VxzB1f-Fr|j!yPmZawT)W@SDtnP-j3!W39iu<(gn{MOyQ&`O_k%W5xRFUbPE%QE2Gy12fmZ*wyVD;7#y zM=W}&HfzZSM@f2($(Ea1jK@U@ueCJuWDNdy00`#SdXvKaP?0SaJLgqc>}SMHTQk(pZ*8W05yfvXRdut!ODEimFakMa

Y20t+RRw}8}Y2Efb*6W*Y7ZxPy zr`=V!kvnfqKjBI4LVE=qxIh$5R_uk`p&CZ1`jMP!?Bj zP%)Yh6t3NwZ4>Mle6EwT*?SHH)SFpClJ?X8JDduiN}+h6pR@-iPI$$Ep)j;H6<+!( z`kC_tw$k3=yv>YWk@vhN@UgjHJhu))uo{*O&kq!b8?%E6RwPVdZJk<-bcOL9JYX2VwbuXuQf)b$;G<1cJ2OA1@#Y)g4& zU>F1>ZYXTocZ+G5o|d;R{Otc8=mX|E8l>0H85-f-8HHvW2N1?F-FLJAyS?x2tc3=S zcZO^Qsd4iU2xGQ_HD8uu>@e=7=fg(wpTw?qmHQ})^k;XOKAaPvim>-LFqM+1Fjskw zBAXWt`MY5*UD#Zj*R7?NzDHf3r&U=2(Rd|nrFC}`^`B6Y^IUy&lYnL0tDC0X67QF& z^Z~vpEq@>8v0(9XJ}Yi*>q~R6ERrZd6-GitmI%4Uo3;c6O5ps7m77z%jRV6s%KYO( za3wT!rxa4)3zv$5%;dLDm+cpV-<|*8re%@vh>!2v)2A%ZI2m^rQ{Sc;n#MHe1;88{ z;;rX>y&w^O|26OfrDHPU;V}Io7}xzL3SM4b;i0|e_FyfMP2!Ly1nj~;2*$xojxSrVBaxBL}={(i;Q!Q3(Ho@K3sXM1o%Xf^oi##kAPp`qo> z+ilN_<>s~`^^v)@a3eY7BG^zNb#GVN9?Z}nVVe1MYr=nR6ztP`>LHapLdpLh(!qMK z_i|=72Z4mf+5-=hr%G(?YENk^X)BKVyw|Fg@XLskn%w9gVLhMZ@i+%4RxU57YpjZ# z!Yq-fNLAiekeaf-tCGD~5*Ok@e8l~?7vS%^mqCPNA}(<$Y7SVv_rC`_IN{nIJ;LjD z$w_b_$!x1R&w}G3lD@jp zbLbx0+E=7y`#K=4(>VEI4|{4Q(eRq@QewAX<2YS5PB~f3>Pj4rn!<`Bo0+>DH!d6hXHTh9;qt96vANPD$tOvSzUfw; z_;oO^)UsAzl?E3{yZqiAXU5JAY034vdxhgF3{)W%7^i)<53xZU1XKhBN=dU4$z89b zeg10oxJweBycJL%&IBd)xIejC$fJfnW~-ug5mxm7-x)&JfPn2vZp)X>1o-6Z)9bX< zn3jkF*Kj*=4YbSte#~rQ96X#q7n3C{*UcUT;u#7_qmuf#vYauAXh|=8>;RabcbdaS zUUPu<!WZue7e4n3yzWz?Y(u9-+!Mc;1FF3$9u zBm3~2=c6cJTCKN1I`>Y*7%Xsc^Ii6gdZDgcC;-0Wuq&97DO<_Y&a@=1%p&y!qR7%AIH(^<4fwvH{X=v`M_ zscbR!P`dfEa{~O@7h%UN;ZzC#=fF&1?x|b^I}+~RKv|poEPj1e9-}Sae^A8QAZM}8 zjgJ8GC?<_fs;2d7Z7~myl3l)Q=Gy2QgWFLPZO5wvP4KEgzm}isKz6RRX(M2GZ@(;Z zoq;K_Pv)mdbR84diQ40L_>5If<##c(o1Tf8R`7L zP6~n57%x54*1PH53>yp9Tv|}!9vlaj((66ldHlewF@MKhYloK|TAzE7)28Oz@_-s- zD$J~CZTvmh;3L=^{|hr_?A!`He-beFQJAc~B=C3f@RKbf$?6jEaEmq7U12f;dT~+a9h%X7_E>!reL^FRf0oaw3 z@t^-Q>&a|U!OevZDlCKDq7@IxsVUALS|P>5Bun!&(;^AwNKQODW@5r~&pmHScWuDH zhj-*UdC_0{aJWu7+iABD)qHU=9j^Q~Edt^Id^)?*rfm+uSzBYUWsJgFv}glNminbW zWA7IQ9M2>2F8&98*nRT@Ka4lPdV+YcJ(*M}atd6vllcdExfiI{uZbFFnFgZX-R~pv6l|5vlX$0+ zgnzEO0R&*5YBVouykRfCnID?Nj9*`sPGHLxs8zTo^STIpFFg zRNl7QtoNYM>!&WfY2o|bcK}RZEXdS;HN4{(AFQ|>L5OHvV)*t#q>jtr+PBbMBAFZo z8#O8#u>#oSTi!bCaNhNV?Axky4=tYSV6v`FqJYQbFJ-cIJehX1M!ubQzBSi72-VPRTF5D3@5*w22VpuX?(&b?6w+H z@4H@?sZ$t%aYNfE2J1lgAO}06lo6@S^AhPsHGyCsqOR#<#2{sr>y^#5ESu4@T5D5( zLuOb8S?lSZ-qP7&!v)~!D{}PwNi?2+{GMl;roCK4JaDQuS zoNSCHB;v{Kzuk4$8RB@Bx_;X06rH*oB1TfYg7I2NdY1AhZ1V2oGi~P!T))RXqrJ4z zCejlW;gwH#47T(nTdk#n`-D8IpD^rKYRZ3Pwg+zWJnPebh1^%*CrZ@1P$VUyaW{@x z8UHM;2~M#?)3OZLmm088&l#zEdqPLvZEtPKGOtkr$wElBRy0a@T08~*xWF~}dTVWG zI$V8-q&D#96dkp!9{b=XCu+aUfI6z(prHmqnvTf@pU+zf_UOsQr8e|Saxq$x zz5@fy^#_v(+Mj4jDg*l-hBXA6 zDAuAeS*P6;xLcW+pc-q>z3VR#8sbtgM-Gz;{ZoApME6(I>48P#bI#seghyz9vd{PS zEjC3}h|bGAJ+kjHCkkM$-z=8EiWku&dm#CrAoxl|a0}=7qTBkgnG5>y8P)>33J7gE z)S$5XT5ssYOJ8C&bdM({I?_z572xuYHE41$Z=6+HUdv?RG9hP&y|oW?i0}SKf38t};i#Oue9J*t1>iyAYeR`y)sY+gJ6n3f;p7msgB42z* zD2CmVeA+c=P`AZm%-+{%cX@Jew}tQX3SHMx9rDOPTm60a$Haa+XQx6A$SvRKt|fz% zTkGZoo4$cyFe;@}3Te~1#NFd_lERW_60@^M@2KRJ^{KUV)m`d)HE?*yzr`Q-3-xyN z3OK(|%8PjW#3R9zj0J1)`auttOPcD6oXqCS$4+*oZs8AqM!{M!sLoNmjR#=2gd8)b zg$Zcya+diO5KHfd>>KW2*|Zqg)&E_eu`ur9Pk}^EC=xssyw|H1-(nA zPNz|yJ#N1vn{34%+JU5t$*mDnnc~6J(z1`ww%CQ~mFf)H%=pSCPq1yzaqs9h#ddj1 zE^dyRd|%}mD;jn@enGEY{|dQkaO}vvU@{q3-e0sq#m&3Dd>;%LN)GbUhen0(-Q1X}D-cRlXN-WqIt7R{XD_oXRM3T=m(!#??LHDmPoM=8MbZ+z4sQ7nHsv$1D(lx_P)ja}& zDqNEShjGvjxA;UbXLT$B@N)y*U|-RKYfRzVv4u3=vJoYK{!V|)Iy`>u*{?SEH_iot zlTHd7wiAKTIHeUF+63UYA`u9xh>HCCbB2J&PsiR_!C3>lrv{U{>iHzGcWZ(X`Bxl$+Vg$ z?#nK?90)&w4O=<~^er~tMp$|XrdoO&&WNLSJRdeoRgx6mBUlM~vaT&sOavS!OlQGMqd(sPN(Ou~U zlf6)O__YTg_KFRTG(u`uZNwQk`XwHaQDj5!h;ttZrKtz4U$8dbQA5=>3*~*n_FLFSJGP7I^!4-?i~j>=RvH`aQ-t;LsZ%+s+9M*B@cMV$K=lcw@M&-vv?8s3K+Vi@hvE)R$Ym$}WI8Uw`kk zdDmQ7+rrYM%lP^uEJfZg@9zyZunA$mJCZ(&j3@y+CzoQWYE$#|QIWn(pW@UtQ?#S# zkrKMzKq67s%j%L(YM9_$RJ#sX!}O@wA9@`U?<;Hf%r8eF3w$vTIadP}ee9sU_fh@| zA>}xq4fwA%Nr)@l4d>*pZF(ODc5YXwL$aAyZgB@C--k5NpxNG>`lvnvqri06M7AMy zI?r0)imNTNyBc8B12#U@Lwc!^0^hbaudc0cJvf!z&3<(wMoYi+d#{+0>#5G=$HlX@ zGwp)*6aNoi?-|r&)I|#?^p4a>M=6RlL8^2Vm98SagpPEOE`;7gQBXjdbVPa&Ep!kN ziF6?lsss=M7>bc{AK&-3neWawXNErvGbCr9eb!og?R^~Z(P17g9Mtcwiu>3$92fiX zy*&KuTQ285xr-afDz{v=Z|nZ+TYo-G(_yR&-9vo9n1M>@M6ze#8iprSlz|`W>G*WS zFP#Yf!cka3TK=l0e=b)h;d1=*K@#@|_5951Ule6su}a8#EaM3BEW5A!@4@tuQH^*= zdfX3P^EAtH!*!vJAi;Qb50Rm>Ttp((*rN~04wo!1Bt27XDl+8L$tRk4?*%75>pl;l zMSeR7>c?3ANOlTbF*UYFnky;yhUj}(2&Y{Y`AKcn2%YL9sA#&y*liwUwD;q-l zX6bAw_YeqNOH=2u?*5|*RpiKnMMU0}6V7sFdSCR< zhddDWecx%tX8d-zqR0M4!7&Q**#Xo&9*qp0b7Pc7dd483e>#r}aH*~GZH?SH5A%b! zwha9c-u(==1jhzE?Zor3QZRvAk%xn|vGj7OYbT>}_Bsaxq54E-(}W|Lg=vQ(@C zKRP_tA2t62`|hq@uL{79IuY~(6pfHNQa8*yvr#6c+>QHrPx%03(>2qFL z?BCZB$lnyObUOD5v}s4m{hwdtftNA4139^?J{K0+NSm;|cpq_t{)CZ0wL!L$VZr!i zN%&2NXMpDMzEH(wgqn14{Z-d)|K5GY;8$o zQse&h8RS=VT!)QGUYRc9EuLjWQ}l2$U;NXY7M9xND%DiHzzE~p*h+zd@bXc;vF{2& zu*C*@WKP$hAhJ&_Z)C$$ZWG@<^-PILSA_;rhD)cpesvxelVXk%-Ye%67K}iaYv#z;roOK#8GGJ5){JeXlqVB;3tzvVbitJrTQG64jZl+J!yGD&fjM z9WD9-K8%r32X6EPEJFvRult;9zv9d(Z%`$2uL>$@5_J;K!}Kbn zC*)>Jq)_0RpHLyTr?+(bVx?dPWVX@dIcX@_5NKX{*`Zlp_q*Y{s;MqJ6B{edY~MPh8dK_<>=*CWEZjy%L1U2V-z%Sz_9%V#N2==i*6i7M^ zXv}?B38$6xTF0f`g@Om_o%!7fWiJM@XSU`+1yWTp{gfGh=9$w3f2iNKrYROFa^I3X zrr#x%aTpY+5(O0v53?l6(Y=H#_eiRU{XkA#ncev*U2eUa9K@)n87ez$Nt|jBp)T~4 z21~8U7!Ius)O|G3^_x#@_i@ucTuB>44+p?Uk|`n9b)Xj`hYcQHI^Fm5vzz5Cb&ND+@jESr>0FNH~T55iYwth28;1r+ynR_ zpB`&B=CL%;ik}>I(ux@$Gn0q>-dCz?z*c3Kb)sbDZ6fpYEfFG{96uP# zh9H>`?q$+_N9tZ#fO9Q@w#X$r*KqB_S05>f^`^~kAeWAVmC>Qoo-gJwey_v8y?(+r z(ZwKiivWIIa-?n+_-igjbj+|oV2nvIOW&ypw~eTq%>%l3C-o7r2~;}rq-I1gsOWxP z`3*o77YOghoQHsQH^RA7^u!xc>Waz=)C>b$r=wKZ@bpv|Tx1J0j6#3~46Y#FITO@6O@ z3`AT_GgUEIbAjNLB3|*d6x37$_=Zx%S(7(0*_;#NhNE^JS@`Cn-pKq9$}z!#;C|f( zUZcVaF|^jB!4UYaaoV~8C1I!Li8&?An@Lu@@^R)NO%$p5AO9$%C*(#8B7SZ|vPL$_ zrk>WglIg9r<>`$$re;RMj_l|1n|RU}4?_YBB1`+(N4no76~1nlpZ%wT|k@z5BJ zv1}a_t5I877BIiCQ%mXeR}C4KLyD6$Y*zvn$05Z|4pUrGsa6Ch~m4zLZMYQuKE<23gI_pG_Jb9v=#mx|&OwjRWYlvSp+G7(N^Kn&+4=pX454ReNTc*q+2Etff zEPUBo(VP@!qtT|cId9_w8X}RsOy@W0vD150>K}=Whf)YP@_W;yWAjR?sPUv<6B`B+ z?(^7&JX)Tpdl8!%i7-j3jz$u;g6^n8(_PI~9|fk~U810mWt1Jo+>sxBFDj$F_eAnp zsR%C){WPyfT0%x7W{NQgJZ6G;NIPp@Wq#0dt>xRSzGq_X^>@7%4=uh8tGn+Ud()ZV z*UGwRL&^`=z?D)VxL78%{4T4{8COJTHoAta-cq+F`4C1oW^6JQ!?bWUM==hn1cm9S z{-g@xIm}JxXTlFI*d;zDtS&S^x=4u_6qdR1aIlIVZJ$F(@S{F3(+ByUx_S~75Y7Jx z-7S=p8Izuhq`x2?pbC4`w=@tNE1d=&a-+<)Q3S^vN8=8zP|G?*Fz}C67ZZK2))d;r zMS;f`%Q1cevmpa7X42jHD3NyFy080iyf8j6flMFt%#K1|Hd%t6!(7?QYC(|_1o*n7 zwZgv2hNQT6W46B3BTR=Vm3_4bcj^~kJ#vx;3AInt9!`s-DeR(6{^T4lv+{E zAhmu(sV4~bY;b{+JnMr3zH7JqqWf&K_HbQFa=T}i3}y^HXE^R8hmA|X+*f32U{NWm zxA^c}!fz(L7zvY;nJ8Hg(v`y^A(R-Z)ed+{CiC*ok;DXpD>4SNqz>lK5EF$_!Wi^} zo{A*BjpOIbf8|hcGw3PplbUyj6lb&)ViT?)PEj3bI;2LvuM~7l z)sy};0VUfQt?{zpJ<7N{bl~IbFVEiTYssVeXAIaOE@d18FCnrpuVSe>y;s`{htI$G z5>v}sUk;T;8 zb9yL<(Iv)*D_k%W9)(0u<_(l8^pLI4iqJ;o)Sq$kiHTSo3MM#HK4oEf+&P1S_{hZX z&A4IVzq6|D{?6hqoB!xlOIu5)w!o`zy~If>f=60kfI*~glT6{_7BP>(%w2Sf4%UxL zM8Vvv9a2<8^E;0QRip>)Q>VC$>Qow-i8yuE)@D!gxIIGaJHwT|DX-zhs;{lI(S5T- zTNkr^4K@+YUQ@b7`d1KJ38n8W1N96<)OsmZDTTWWJ|WijLagaBeq{bgeQ_St7Lv@- z{b~J7uQvdmUy~tQ7cnvD5c(8yTEL(pFV^D2h=sQ>Fv)ri(w+V~xWC5U&vopL0dp|; z&dr=v4F+AO*tJ~%5m7sz*J$R{Mf5n<@9gBu%eC&EUX!`Y`_1o#_tzc~Nr$=}uH`9$Flg7l9R( zSDrCfknj3H=5=8C62~a`rhL~c0*P~uM)rQTbrU2zZ=oWP!DtKI0jyGrE9-DU%@rZ& z!gNuPEfTz?U&H_&#wY}nK}?>YK(gAXqNEZw?K^)GKQf1xKJb;dt#b;u+4es*Z@ z)^sg58O;32rdK(yTM8P&lj1M_hJAj3@r31|WNB_YZ);x>3<*|BhM zE#fYQU@@<@pTO4ewxpWtU)q@ z@W+|{>!T0B`qQN65i?HgwM?HpsihCtP{} zy;Ffny-veT^~BsRb@Jl^(!>NJ#og|?!?uBD!5?xgc%FQS?((&jhO?6_xKvwU?3mLW zVqS3W+dL|!S@MadT1SQcYO=wz%;+okI@6W)v~;&D%2sDWzE1@9C2=~uVg`~9P70TL5OGr#ibg~` z*iVv#|Gr|oBao2n)Np-Bw|LNmknVr`#qzXAb`DIl<0%Q28U;TqYLDRPo_0P#2-0ERpWhCnYn~ zP|CjaE|$5|n=N`r&ko@+Inn5sS^&As}PV9}_*#9Ii{f8a-ih zopI38l^IVOokBF@?M^;iAJJCk5UO&4lGztq05r+j#5pbkcQ6@P>LoBKc))KjC2tadHSeIRf z2$1KnM)_M-Te{B=2!ZUe%| zLW1ZrB@P*?!9&Ow$UrLNX|uJ9Owm>R|H)d(f8QMherNu|MEI6t-iYto+@GYCHz8OB zI&%@MGN}Q3$k(plt;pnHPhTA8*T-hSZQJ_N)gT974qQQ3b#|+Ic3sv!^i*?EGOmRO zbvN^Kgjm^ZGq=5)()7p|bv5QVlr<+Hm#sGwGQ9d76WJh5C67h$oq0o_mLZ@AqYbo}hqN5<<$Vp~LHU>1Sk`Pv5U+*)SKK!WjuY;FfrzW(EW z-uDV?=cFGSj~HS99Y6; z>w5)-pT5NYO}K{dQU+d?P{$nj7L|&N!g4x0>;44(6DZcvZ-*=+D7D&K66B!m?};r~ z`}}OUw{JRc@HE99wO2UoLMugKmT2sa+0DO96r7OqCQ}q-HhJzo{+_Ozx-lGe8&b6g zf~B|nUpldgL*{<;);(&gXr_fRz;vWXT=8Mm zo9AyfdG$QYWs36R9$0&hmJ8TkS{-M*sD4VAD5IL zM=NUF`OsO9FoQ#Yba00z+X&2;Ce zqTQi|snTNCrf;DdRynpYk1d&ICC^zYZ)JLac#;<=b_c~wnh1t@J8SmT8ZXzP+^`&< zxXHuT3vpf2VZfy|B3D(6ZLPk3hjz=xEB#c zBa2-~Y6=8WlU}$^98wrhuFk#cG&{C(7Zd6WOtuBB`aw&>1NAQ->gtk&J9o7$8@on{LwGwKij_x zf(c@*YN5Lg*QQ6mz8^+pjlT9lY}2~h&e=yH1zmZ}bLtXxc632T&%8{zGA}i$tosv$ z1Y(fh9AaK{pkG(v&pzt3X6QA3m-Mup=Vr;eMruX^!-xTc4~NhO zG8PqukDt}Rm9T%kPR8#%?%Wu3`H@IpsemK=$O?9XkregRD&T2rF$-+!5O!+V>T=NI zrLIQjmWSJ{(j654!6dirFE%w_y$A=k7&4WxpSQg%KkN{r+a`TVPiO z6SkFsll|FmF)7N)ts!)@*{%Tu`hC#=snViok$e{tl zV`&^oe7Bh^UNXr2Ran)>MG}~PntE%=Fa9-3;(Tlcn+>&_ca>#$1SO%5o%rK%(}?|Q z?#w-kA(nLxy@SZrH3E;H4hrIasl5PC`gDqWMdNMLPbrZg?k8vbwxD*z<k*uSz!hn-aad1$1YB)E&hb zR)~I(2?oCmYcc925nZ=X>^9rEe6Fw>HtKruJM&TIr~3%jb9#nzXzbQ}bdmX=4s~cQ zbxzW^?|O;j_b`6H&i_2ugHAL=-||uvg+Gh1y^T`GF50w)_}z;=W)3;;CI20V>^`s~ zm{q6J&NldCgKGfxQrNz|-vc1bgA?j;Vgi|y7FF1P(ImWHwGp!aU)87OpZ3#U%P#Vv zm`JkCtaMh$Epr+#hhy6`@VEyw|IPSLzolHuLLVgJuSX|Az_qemUa&T zeI2~do(XKvvF}&~!as7|tG=RxHg;1SxqGD7lJ%x8Fih&Fy&$$jV<-1bVY+b1zM&Z` z8iWvgkYmz_KU+5~^vpO+Zf8!N^O2(D7~v ztChf?~nn?!7w1g)_T^x?f!x(dGI*I87~O-~d?;ziS}yNv|aE$LwZ( z8kXoGt(;Tl%w!d|Qd_?}PiaW0K(HIp3Y#<9GAsl#JNsQLipxh2FqSh4`|SZ?9i<0n zOg)wkCBaVQ+L!}oIOj`RTc-cq-mG>Jj^bz*UI6S3y4?VN`az{lBp;KSQNn89?5gHg zi;Va_=p_Y?k&5Fs+;vGVetRLM!a`USWis)A%!GZRRy2!_|K+QdvxhkiOLQQ|ewN=q}P6}x3X9WztT zu+Vd1zQ%j1_e4Ix``9@W>1*(p&GK_MfBy*v#%pM7##H7 z{Y-mo2_?a{_({e@=SXvi5tic=_Q5DJ^T{CQ`kfARx)>u~;3+C51ATIH z(*p4!5Ql)xCOtMsx|xVTw6C1gye_m$jJovHu{5dO-6fGxobU6_vQXG{{kJb=^L_L2 zS&k3xRCR&ts$}^xl|Qw>tznz4Y8y46vZZMju!K+{gC{loq+x>AM0%nDI8tsGrrq-vH)b+&kJKSA?z4)gTpKfaP#lY)^}$0SJW_0 zt`e{ZTR=I%XF|n5>2Twl$?3PU2%m`VXym`uCKl}GM)V&Q;l+5)?r=-jUPgzutVIW% z0@$D&cy-$CbVt9cPv!IHI}*ON-J$6V!rq)i^3(e`6uEUcWZ@f*YH;bu=&TopB*j zp8;rKn_jv0QyU+>Q4zuVR$Vu}PTv!LMv$IEwz4&vW89`kGL4 z8*83L1E~${Ulz#KF)vA1pQD&3^lKg98X0~elhbjPR%odyrb5r+n+P?Eu|_G%9DNJ) zW|2DwUYDIiPFKZpcitkBiO_!Mx+UGpVVoI5=Gn0Gx0FAQiNQD`FmSl9=1P`Ok;x31 zu8`ICAGgMv`z=oxtJi)U-4}~(q9j~a7veMt_L0b%`uFZz&SZGMA2e?^+M^ogMGkTc zZP9{sFN7F@v{e#Xia#urDw3NHQXP$6e_9@atQ&}io4Zkbxd(*G0=i`@$g-uyLMGNG zJ?~P1C`ZS)(k7ShTeA;}J{|6~_>*O7i)NQ=wyT8FW!z$LU`$*N)zF&KkzIc z8)Dq!W=XGR+RR0r7X_lsx3A%8@iM+bk>p!cu!+mMg;%Wu_zPfA;J#CXa!Mp}LRnna z;P0?*_6$#4uoGr7;1^Xj3LX>$3pms5y9Vh4o z&({Iqb`G-rz1uyt=SEogS-F>Ho?x<;z`z98C&SpqRWG2PR{MFp8o2m75dL)ER(96@ zyr?)Jt~S@SRIm$O4>(+$(qXTN^12D;>^&td@RI|u+x#^{X}m*9r<2ci@^7-=GM^Gd zZ=fleSYC3FW*^6Ru%JA)IcnBCj&mS*%kwlyrNa#@2Y!g<@9;Mb0yWHQCnkN1^vOIQ$I7TJJD=Ar)7>4$ORr|w?f7iByZ&F!g2#vxP)#H8>5qt# z-rbrS)14yf%umF02W`RcNSO-yTHOC_T+O}I&BP*A57en2Am=Q4j*kHHwXuj6jQY7E z;2~IH{lEPKq4j-vUGrDV$E*HazPlLHGF;t*|D)b$n7&=8;Q{tdVMG7Rw%5Aoz9VeG z>ieXunY^(!bc(jT$u6yV`TJy#IBjxMRHMwb>R}?+KbibvJfKNH{n-LyWxU%ySCtL|IpnU_jD72SZ4ar zAbV`^u{r;h+0pN2Oa|XkeAuJ@n$r3px;Z)!qy(rg)-0>)h~?|n6k1v+kehY12gc?c z+BJ`4*caap$H|PGExpw4P9t{Zw@Y70PphwZ`9xBN61)Eea|d@};(A*MuW>x(x;4Zv6dSjWmRj(urAI0GqztvnVQaibO1#cBg9XJe|rLE|X^Qup&D=m8y88*{Vj zvHN_Se+*KvvNP<>VO)+e`mU>^i{syDiQBwYtnyG(IDs`Aafm3v@b{cFKHqnOA*Eh6#(^a-c?zZ0cI zl!0`*Xm0;K?1eiQo@g$~FIw?r#d74{q6ykn_KV?vl^)u1Md{qJ3t zw*#HM8fR~#t=Mrv&YOT%=b3)u2ib|Qr8q?d-C7Lz0B^QZcz}^|Ef|{zBZ>Rsm}K}s zWW%L5)iBy6jddF|x5De_hby?K1et-u}EyH~T0ODTkZm=i^kB z>r%5iPd&+}yap9;FcRET95aX*sZrG~z&*pg{=48jb$`efJp_MA-re>9W2OT=WO4hI zL3@6p?CFjB1%MCbXP{8KLUCKd{-;5FGUMGr3St7c`sugBsma2D|4${DUiK~f^Cbsq zwDDMN^g<`i|9>%f_bx)@`EAmF>`vmwe^uwZ&H7FYEQAG*9mGJn@X;?`d@?uJ0I^T= zXw2rRMoN^D@u)z3zL%R!gNcGF)LcX^=dRa-csc(X4}a(#2OeFy>%bl0Xi;6m{kFmD z_r9634WxRI688JqBnfO4De3-e{FBv17w37FQO_}1;4)C*FCWx!qEtW!+UAb4V9fh~!D zG+XZ5VB<)&FXP-d3hzUf>WMSU#AIIQxvcPLfll`#^7o5 z=`w$9&h`y~?;F-OckVu;Dp8I6(H@(H3`a6f%|sztTU_Kv&h}rUPT$5g`f0hOni9xR zvM;|gTms$`(s1O&{%4Q&zsn?V7RkNpxMkV{VoPg<@mw8r0SOea|5S`FgKS1@Z$CA` z2G84ch*Q`SQj$LT?aEYi6&Jg_$WLAKe!;Cf5p~)*Y{t!I$Td}N+WX2B_sbA`{%Qj9CDa`+6pEjz8+ccf-!?kOBwpM1@0-u+~kk{ji! zZt-Ka_cMFi0m*;$9$Os@5-gtKUC~-a;J;Vq3H!X%4ODpc%z1joAD4|(ssb!EX+0|9yPJUiBok+yW{@>>#7n=7ig%xHBJS%5inee~> zyHJNjiG=SY&u)cvO(! zB7$%KCuv4+Kxq)saX+ zYpS_J%oi_Mkg;@-G(|8L6}AhrydPdi^-O4Vu+h0%Us734938P+A7a@p>~?Wk#CeAB zzdM3^*=4CTB%QL$5p>P&dQEN=3AMvl41ag+?|gc$eUHtwx;|3k#Itr~$^e(B3WNU+X^Y6Nl_g;Cz$|1qx-Oh`;H`u7tCGuh@9R6KkgVY4_5Mjro`4$Epgh zLL57rh{=z(lCX63_F#GQE`D#=cQTNei0EfJu82Vj8LpmJblXg6SKsSBP$3TyyiWK&0gUh4O!_wbWS%T#(T{ z;9#lepr51yDTj=xeF5U-&6Z&rk1uMZnPR18q|~dt6UP|W`~(G=qX}rmp~Nm*kJvNf zgCYb1bLVZZ%>(6BJNi&~?9{Ez!7WSjuTS^&H=Mg5oxczXU0ZEiO4`uwrmI#by;d`!45WU1 zDK1JO|D$8_Jx*yiiSk?jDHn|gEZMn^8yDmi;4l{tmL^XXFr|QJu@>E?U|&Xz!0=b|JqnnLaM8JL?%l$5?G1U6 zFMVFDvZY|+RsXxWV(%c~^+3HZMgKjGE7?>Qu`RF6+HnS1x`|i|HGU95(?J(*L^m53 zuSW3QgPHVHKlx$wRFsNPMB{NTSl{#@w<9dgt??vQI5SmCX8e$2^WrzZXFz8e5DDof z+UpJAC!l*ot=XVh)K`3v|2v_UELy@%nH$ReLE+R@n^~=|DTD?Bq8CjvrvcOFn1(^F zd(So1w~CBN+1h(jB)jKZoO-Bz6lC42b3-vSVC8r8_&trNcmaS$2J zIw6-Fdz0icT|vkM#byL1=AeZ^4>T**ZD6D=AA*TvvOUbVy^i4*t99?bNJqrY`bBP0 zedSPch(HR;uAl7>dDa>zPF7zawoUZAl|5btKoQI*%Hb>^Wc2yBrz}|vom;0E~dX4Pp5n#8GAOWAz z7U0(P_pigZbEwW|Ik;r|{>wt;#Y5a`wgKxiER_-%Mq#A$uR1ie{SW}yi+Ix5Tk!@3 zd4=Ll5`*qAwPh%O&|SUGtaYAu>*2xkBdK!1>sLR%1QI9bEtL6JQ$E{}Jxp28bnKQ!_W4^ntQu+$^g41Yz*_XLZcaN?!g zVtltDykEjJhdLkjvHQkuV0=E&Kvs)*a6bRb3lL6OEa7mA7(ZB+ASI#c-Or_Zt^LLg z|8j0PN=>W$CICoAA=5*B6@~HY+AhD<#M1^68`)5hi{1cs{0x(IFzc7d6VQGC>kF6q zLG-&t+AaZD>g2k%O^oG0qEM8-j*Z1ZmviJ**-ss#qPlBjobHD0#(FfnI!e8b0~c)f zNwvpB(=fKq{lLXyk;B(=Iw4@noEN3g0xRmwcW@A(~DuGV^P!>>FWN_!?x z-(r*{+8ur?c@1s?dej^L0x0@pk}W%Eyh>x2lv50r^<6Ox$s4hg#3L(PV_p6`4$UU|H$>Ec-P7FW5R;;M-u!znO7#U9b%r~_U6ta|#5 zsoP3sHEE9y=KhpkR^ig5VeA|5UaC7muvK^>}^U!F$gaGO4`szc>r zy+9gxUGRSI&9jX7^cKKk*BL8N#m(bgG)%GuSgdaQByV(Qt$bU3Bq=gbwDwe=3@|BT zf&$Ir|DM~k<=@7_{lU9)_Htl!YL4xOEtk55=G?Rh*45mHVeUFgWRL8YNojB1Cm|Bb zDve=G-92G7?Cvg+?6z@-9_s^nL|%+TTYj3V*tE3i=_)LIAcE#%?D@<_k?c!))kzY~ z^>5_H?IwTy=Dx4K7DGXniLPC$=_4lcrs3h^#k320fPJrVRoO(p4yDtm#)#SOPNSh< z*Lz7_lQPxLFQaA{7ZS1|FK~B|I;Iiu zsu#24k6&+rLdgkQpYf4wgwH7#Czg#TLr=IXqcBgf!TG9~@~@~l<9nNRv!5CMqcpc{ zp7xd?v4Efbx43Bx&p9Aa!aTp+CMKKd0k^MS=XeVH^tF9 zXiIVpQRq`+kDi}m@<6r^efE{ltk41W5)>&%{TQO;j)G*b#WJHw_3Vl8LB<1=i+~X{ zmQO%M@h!2nJYZ3fUJ}WVuK`j*J`GCNS;Rf32B=nGnb6+-_a_8~0=#HVTo1SkJN#)= zh*v;~?PZQ?&|IEb=lHiZx7>Q0-@|sl4A@nKpQ+ zLCOWJ--_nHd=B^c>I!I34E-HJNR9yG=YjB*=5&L+uq3Im-sY zx-KSVODCHxOJL962-LTPQ0wMuZPO7xZP)#Tg(+6 zM_)y`8jXumL{B^Y600ATA4*8{%v9JtGi;>dhD z>hgbg(iEUjr)$^nmffa%TwI35fK{FuFv-7s&E2`BG<)>r(+;3mYhf4V4*zjX>L%u9 zS7Qp;#oMbA`(Ki>0s||NF@~N4{Jr9YIqjiuflIHzGb=TWI43_Co2>pK13(?#r(H?w z27>na@RJXonk~IO z{6@*E$~`kpBTBNNvfz_ACbTl&BPol!9cBUMWj4PSK^v848tU3A&FqgPCQqR?*=_DQO0P6R5fV8H6@g>kpMh+OF|n8W1qLKw(tUc z!v1`ZB!$k8MPN{X9SoPBq`@;QgMP0ycm7Y8I(dhy0i{m{}Wy z4}oNVGKKqdrC@6>?9}9eo|Z=+-E~Tcg48f`KvhN7BAD1?vP>_Ir{(48pJ-%0e6wff zRYh(0&m#o%{YFP)t??1}AG-H5cu~qg9LZr+o1PSyKCZV%1#^n8i)Y9Z7;Nk9r>!R! z&?h;IsZ=qr7&|y_=EDyj_wTib-cuMu5Z4V~^&6{13F9?rGjlpj3Ea~$0{1-vhfN1` zSh3WZg{Di$AyXx%?@LX8K;Db>mo?2&G_Kkvk9(sY-qrK+NoWD}uPn@GTr)mQVdnCX z!INh7#NK}Ct_^w}{$?H&F~L3w=kHIW2T`IXGA^Id&0BlDl%LU22k{&=c(;&w@W`tL)svL+aeKVrvFR@qV{D z+ay5qHFIpzvEjcd;6!i_H_o22Tm0vbV!59=CvYZF6@t%FG0X9P*iCl(-pfc0;bagy zEu~fa5$i)>@51^Uyqbx>9V6-++|`p6=oK|WCZ1!tgLvwFZ7!0p9v}P|?vf1ob}enF z$(bfcu^>!t)1fdGGgTXpC@A43U29tPzH@h*`K2g6#$uKm(Tn-1j`>0-gMhUF{Z{~W z4&`#e%&aZ{pn}q}uL%0%d^%qE-DW1!89mMtf%Q*`k)Hvw@IUyf*_zP`i-Xg`RGtUm zIzzSTGLRqHecX@paD*Iw8zn`eO6w6mpv&AxvG23of3%bQx!ytG7Xj3BnB?k7=7NgwQXZfR`o26!D}?*#k zZ6eKdbw-btZa)IlnwK#g;RvBDnL#yZ6Fg@dbY0LjvuTTVuAkNq-IUsJhkmqG7zpb1 zN0p&`lF65KYkdg5mI7BTBG`AqHKv>XMdO2IyFu=oUQyR)-+1>xj&D)pHJ}W#cj43{ zMyi+|C5LwoCX2@}IjLA7EC{b-pAzU+y{7AGtVT;kptk?|^QW$)t36skKFi zSHNXGLcMT({%HU-^2jvN_BVKi%R<^ob6)YRH4Ur+uANec;=uZFI{@IgFM`X{#kg-YQDUy`Y+c-M?p6|)3jrfDt%JH4x;KfQh$F|=gTkch4rEe4D?%LXMQBB6Z1lvgZ3t3{1dRoWW& zmrXy$u=W1y`~!@*_RxjJ+N(cm7>vR1pJyDKp51%HrL-zv`hi+dCMrO+Dw`6fE6h}g zduLKh2^*&86JZ8n8q~9|_}qDs8PrK5u9Cn_6BFy1(J5M*;y0*??x668*%Ll6%UK`Apvxr;Gd+vA}U!t&@^+>lPESpD}bn=h3D`a zJxT{)6-LCX+Ylf;Lje@w(lQh!x?U`_twY}XZ;KZ`0(e-tN1X{1P*(-?^0iq@=Sc~A zo#jR&k?bIkdCn+lVfXe&clwC#YKk~7w$;&DiL-I!STI%@t){&$Vhk6T+5RCSP)w-T zqq8N}3nYGK1hg)6J(INHFV|hgNS9$A*ZoR)#Zvtd!oJ!{kKXDi;kTop2i2XCg1)6$ z3s9rD8hS=2a~s^rbk`T;u}|JX-jwiKb<3Uegtx_ylRFz+SG+P|kD$i!Uc@P?>6}&x zjjjdVlnt@(qMI!z(lsc!j*>+v+Ibd5RFcDZ5_~qfYoQal-1LN-Ww^Y6Y&*iEKTm7k zecjKq+2)8v9&0D_H|D<|m(zw;&}d`cZ~aA`uJV?7PH&cidj89N4_(Q$nYI7*Z~hiL zDHIoR_59L1c}flaY)%M04Q|4h20OI}h|Ri8XLLzK6hq;Rwcku>5foE)q2S0YTV6qV zX>&Tn0&J>|#u1`V>D@O#a)kjEH}o%t~1(NFvSST@M21 z*LL>-+gII?{Dy(bm_<+YmpEzYWT?e0zsu=*T=<&U8}^zn-~!7j@bjmwoQa>QGfU5s zREF=VMM{%19u{>DJ_6p71eautHA~UlR07hf78LN10 zeo)U%pDmS^D+1teAjMzxD?e*X_%1|?E{r}WG`N>ZBkh>uB0~9$`#}=s6N&EKSc-%+ zey|=fy003R7Ck?9Aa@NyET@@sn>soF?u*g2eKeV3Bf@{SgF@RWFz?Bc3e9C$@0F5` zbqWqzHLhkRuCJ$gr>IoXwwuqRF~8yb+h~QWTP#(RRYZm=#(2h-(0@NzVPJ_m~8mBdBU>8iL=@s<zWfd)4`xGv9LDu zkiL`dCOA0F?CS?Y_`KC>G{P&W-9Y)pLcdr52zmO1&K#8bWmh!KhL)Jx0FBn7vTeY+ ze9jqYcRN>6O&0B=B4K?mM)_uOrs3v<@&bWO*aH17Zj;XAwfHO*(dV8-3b9ZLe}sHC ztDxn(OUS9`%tp8W>$qVMiWn8?dCP8y zRIS-6J#Hpm*>X9K3)*f-5oB|%O0F^6or}N;A#w)TlP0d`$1#bp*I(YW65?*`NN*H& zhHq1!etR9MEdDkLcdbg}6G!xX&+Di*N=Rn7TYMX~C}{e6T&fKWHT>6fZj@~dJZqN( zl8_kgzb1$9sEWv%y57zJRP|z znrtCf5+}W94>-=36LvoWwTXQ2N}1+aP2^&*iPri(me}u$o6@#B9&g>E{s&`k9uD=_ z|Bs`zNm8K*m2BCfPcR+g+ocJh+4gzWn|*38(Z7>2R* zJ)?Tx@B98#zu(nAbzQEU*E#38J)V!}So}@WVFD-OBl92C6eW(A-tNz)ZMyMIj($;GhNj>Ah*q#0-B&W0WJ%fQ z-{gKYYwqiVjNR=_p{9~!D)*DT&-<%mC`i6r9`nhxq(oweM|(Zwcs3oKD}2-&B>l_x zpc-slh*vw^j{)l8XeqIa@;@-6^uhmNMjToK6J4aXy@0}wEWT7Sx?$76m&MN}c}SX> z<=WQwDk_?ZQ}ub@kEf!F`zt45Nw+)QW^0dz88SS|oJ*p)8^4&~tWG&1soj32vFn&_ zz*vk=G>eSlyS&U%?hrG*=GN4>WYqAdT~3rdavwA|DIVJe>{i|Qu=MS~JMG71roAZj zCc#H=5w}MaV>XMs#f>SypNC&(7@7?|`$)*1ichZcQ7`v?f~aao7>0ek^4jL;=b2p* z$4Ikw&J8}X;Y%*Lo6nAYe3;;BDkubv8%dWKNQS{AEj{M1s+c76Fn^c}x-}`p-^uOZ zp?3vm^74R24wXOk^8m$}T zr2B{wCboVIjlW&bk4ownCVj%Jnd^DXX+JmE;v;Pi8*!3MNWPG9*(OBug{gy}8o*QjnEVHNW<@YOqa^ zx0l93uAC8eXms}5?6Te|K0-@2yHi6Bh4tz0*K6}Xx8^jGuCS@pKz7`c;-1BvI zHwy6(%;r2R>V9$Au0&!=u|hn4Dk@6TN$9u;`@ zjOtoopM^zXw<43E?%tDQK_B)v_;(KlarXTe@unaJU!KU)Hv5TZM3QEcJh(@TW+@^F zG@Wbm)1f>kM?I)SSw^h7CSpxJn(!?v(qw(Yz_sz9cm&u4iWE39++Q~@vAvXs!)mbs zG38tf(PkKbqAAO_eMPm9N0BpTMa!f00pg(&4gi z8QQihm9V2JLV{hao1|!{YO+Xm7ph8WY;?Vx$)Lv?w^17@Nt7wFF+SW}Ckr3!=$`$7 zui2V@F)61eBkiyaWEMy@Dp(HFaCu5><||ejqlSYZ4oeM;WY1`auIRZo3|P}P)(ScGq_63vN-9LW>I*Fl2TUjjCXDM2lTXe@oe#By_KQ5xwLF8 zeG6&TD>I^Mofi6hToRR|ALIiMInF?c>SttL%;zhyWk1`A^rY5ExMx~stJk}D=9V+rzmL{GqF;K{= z%z3!sP?mSd++<@h$GIU!K-y5i@}2#Bz4Vu(=Ei;Sskxs3O&R?pn96?2PC%)Gx2O_3 zA4>59c<&Z&NPMikI6V!&78TfDYM;%!p+NnHf+6gEqy{?Fd+L%P2R>8qE~4=`uo*+-zw<1Me8 zv6aIBf6I2Ax{&dcDX(HBnRFrJuKTr=p498ON+7)P*iDkTya)9$*Yx3qah{_;=Fa;( zqeC_C?m$pmeyk*yimK#xB3>aH`mU*t$v6Cgds8;kYRi+qFqtY+J0M0ahTYk!lrloL z=fm=Hcb(qd_EM9{j=ZYV1Wnl`e||%Fj$ySWn|9s!@G8BRZ9*DyPPmQv;!K zH#Pj~iya1pc(rJ_fMy7l;zNjiy}!xj&3O@#EU_v2u9#?uHWEy`sjF!j##=QH@CADr0)g{5}SrU@~@a_{^@g zgnd|+5W{1ep${RoWO#p7A+>$b=<0}M5I@SX;cyr6rQwk-M8gFTt95lzT>)fm8L<8L za@yw~7E(O`p9C7P!Go@o77lpq8)nuMy05)YMk#kKk4b~+UTS89Mv~>0R0{m#J2KVZ z(~`&JDf!DlIMbx89jmH-z$75~zNfnM>!y^aFgRd=FJ(n$=zXZJ(6w)R&K??u?=g5) zrTLCGyJK2hjW-k;y9B7ipA*eaB%Vr8%Tc6WG8}75EqA2Vbhoj9BnpdpQ{{w{;iv4W z)>w`?A0Uj}X`>Xww2FP5Q@}uO`jb*^oyI{>0TVy81L7*XKZKHKY=e0 zvz_W~5wyEsJLHQ@O`mRzqMUj>B`As6@^!!=nYXC;{Ou z+;%n-?PUV7=LQj3)pXvY|_relt{7pYAv$79Ic23N=wYPVE*29Mnsbvn>ANzXgln(uQ`tUTFfG1Qe z%}XY;eA$p?BS-_g&Gdc(;?@m?cN@kwwKR&U$(;l*GKWZdHK>cTQ z-{86X-77|A`^#<%5&qH=t@d*7xW)_+uclZEGy83>V4Pk*{(enXX#Jg2%W+2la6s}) zU7GgsntB1R&YjnmSarJBYPGA5W`9#54}(1)_2a#$UF)plaLe{mGk*KFgVrRM(OCtI z>syMkF)$%uQC!i{*~ck!Ud!<@jz*OVyK&!yB(qs$LaJ~x-?Bc#z5cnpu;(;QzL%}~ zRwc4Wz&KY}th1w|;3r2r<>lw6Kg8cU!#wzZaRELC0=o8fS$f73yzQ6%-N5R66)-LNgevH6Gz8mBt&UYC;j`hZY~v!nzn`EqK$UiQ zSKaQpm6hF4c2bg7I0X+0^ZZBmskXDXG?jXc?dx^K{<~)Gs;3ZWxkYG%v!^m6l~i{C zu{x1BhNCEg`r)(gVs!A)n}&@~;!o`zzKnh*)qTHYV5(d9 zZaZQ&Wcmhl1TbHf=oo{^A{^>$xGT4&)EZy=T&x#+^Zu;fSX8I6akEzi5NO@ioL8b0 zFmVNj9jEZ)J_zczf`$pt2M~Qrx9wg3L!fKEVW|NtAg~5P&mBgsou*lDN06c}Y6VJC)Er(tP0}dyFAG(@C9uV$Ap9B`M6ZxETC|r(jKbxw4z8Q8< zVwl(SyQ&D=_~WOK4%C943roh~aP9jb7hKOe7}GMN2A#TD$R6eEcowgAEve_t`y0j- zEZi=S%7YuGE={a$yS#<*Z)j7;<&ycad>FT3z>iH2y>_n7^2YAX7NK->8N$-7g4D9g z?XZ|2z+HS7qgI|nq7_DYs>8NSouh%G*GO*G$B(pzA?@Nk^cUjjTeDbN$z33IEKB9N z0=b%FJp2TU`?1i>Z3RJ-kx}n1i$p^~e)sVMC!$M!YAU4pH4t!yfbP;r&LPe6r-MgQ zc1|Y%Sc4R*>Z*v`d2-fr(=$-)JeuSF%wwnu}JY0AsbR>m52SKGXI78 zsG(9B*PdE5vlIupw%m!eJE_F4f9S|j%Zbl_J3-TL<@M;mG1Y+RD=@kXgMq_wo}Iog z0cY*yKxV6D`EHj;Q7nssp5qoG5c14-s3^-n_97Xs5%U_E(*3#IA_Rw&7NftZ9b^8^ zyd{37;Z}&+uY8p?D<-pnSLyQvX@)b{%1IJ(!eu&qn^3g*_Cz@8FuKfzKBIayoO*g6 zYEmhr;Ym7qFaulXpw)JIblMr39PJD}VMAgo;qk{J6+cxi_k`ev4ricNs57z$3T@T+ zM;_O9=DrE=YaCss#FrBjne0kecgQUEy!f>y%y1*5fDd1-;soT8eZ9j>vG)%_( zCQ)Q)+=l|QM9xnI^ijNz-hlwxXMoJn^uz~;-<;F0LzB}_J`dUhYP7{mf*u+$I`F(qWfdLX zyM~rj|1yhf+640>@m#kM9yrD$LXalDszA=f`^An_Ei?ENRcrSzb@ueFVT^;1O5Izl zj!@nyS+8!6eRaHSnd|FzPdUpk=lXw0%lX8ANXwV%el^_`K04%I!P4+ex?}EA%?qwX z8zxP4Ccd2ojMrc8cJH2^`8vor`2E{U-fUsl=Bvd=KkC}e9Hi!(3A8=Q6Ze0sJ`;{7D<%B-5up`gC3X5NY#MGwSh;YI**`C+*@Z4PgwKP-xl$n zyfbmq=|cRdwmf;viYWHU_Elt3Ub9^wl;MZnz$U3*a92@3wN7}>n+1JlqnDxihx5&+ErrOQ2w2_r?!2g6N^(~A+yC#4OPqKObK0~a}Rq21WtU0<04544&nPPXLgfb_r-@P5t%qhI7LV^0GnA=ZEJLiO;Hd&2 z@z5@bCR7m}3U*i>F9FgEMFh_TAAaLw)Ppo6OJ;Zcyg#g? zs!(=E!RN_at^)SI9MAPv3@Y;b3q6JRgXe^fQTuy5fcRp(g;5Q|lFB-kTTkIQGiGkB zV+2L3A>Mj35=nu97FEUAMW>T{Zl~7>Cxz2Hf(SnhXwru ztA9!si@YxfOIrT22PKqKiP#>muawRn?s!Ho`nW;Y=b|*-=rWt*wPA&w5@()iww)M< z?;;P)Wwy4SNQ_#RzpxKwR(jyu=l@-z4!QpMvH0ZT1F2^Nagqttq=_7fwFFR%B=!4t zTmmD@?7M;VVk-v5*Dn5&e}NjVtN<%R_}St)B(E$cbMmL;nFoK1Ye}fFa|-+k>)<&p8O8tRjp& zu^_{FedI#_-cLUW1XSmPV9nngdUiE(7_xIsu5=n^WahEGE=6TLTl|MUa0+Si;mAQc zqn`HmeCC{kSxxVsGV>UNQs;)x4e-tfj9)keStqH2S&Wz+(bwDB73i>P{k`%-xP^JR zO-|6+^AC7V5j^A4`LF)mjQ<;l<*3t(s2U$#SGo)+f-hwb`XzZ|FsTe zO=*>3T1?=ZeYhe%lyKJU`oi_6G1O<8E;w{qY7=twcIZ^)0vJYh5mE8Y1a|0aFcv&%Pm&9t@>qc&NKOSSO*^)Jhv?%gyeos-T z@^zeKySPj`{49Z0vT>~t&_8bVxfHx-c6pi!y7iHA}ownj0#v5CilJ0qb>a=uyGCp4pqZ4(WfHFyj z`%YRSHFpYSSRX?$d2Tc%1wVV3u%*ieI4Q@6E_${Q;VTa*-0tBn*A)o({+3^kV)LG*;DK#=opF7btC(B^0 zmwD!%;qu+RmFoEpTm)wmv3;l~Zy&$?i))Is2|n*(uOqX6zpgUCYg1(D`swIGR&xHU|8GcsR^u+=N-7X&H@aE{3jB13tqiFvkOHe ztJDms?KmbzQ983CSK{US5P5FhaqBoe$@ZF+$=@7OHv`Wef}+3PJq!T8nkY!4CkNOg z?HK~Vr-MO@RHHT0b^dV`d8VFAVFww?QbBkv@SY!z( zwr>>>Xy+Iu%c7}d2nll%yL;V#720eu-!R1DY&15$+I7)MKj0@hbc{YPfkKz=jc+pi zYelwWbOrVU=j`2Go2Wfja>=FPv7tjHul-d{0kXYQ@}y^s#dCd9oCm%0z+Z@Zt?9?Ls; z%J?i@7G-0U2pj#-apACO9|1_%nwc1L(_HPyoXNyVWt6t{ZrhW$$3`QK(Z^?;&$jpi zV)-ot8`giq#Q*h-=Pd(F1Y=9>ErNuksH4FEpZw6ZF?eD-QKJkI9iPY|Hf#;e?^~0! z_ry!FkzReflnonpUC0KC;41;hnZl}A$d=ez@=fhXFPYf`gi7&I;R~W>0e4dHHI@kc zAR%%-8W;ha_wM`D8nreTQt-&pZ_#!b_u;uOWCaf~WQ*0t-vXQcfn!u8r4N|nh_>=8 z7!NJun*pVBj_u<6L$nT{8uA9*kFb*#!F>#Qbr-S&KIcF*RL#QPCGK#q?vNMgXzgf` zcSJj^a%%+u1zrD*a`k#K&D^S0F>U6u5Vin5`(IqQsM|Y|*3vN@9EKR@i{xeO;kcpW7b&t> zGRe&21?gw$i1`%$U!~(tr$Zy@I`jI!8y%k&xxXBhyTZ!&i-`KO&jH4uNpCm|v=J?x zh-Gax@tdJIzG#T=3LwI_)>K^p?7Mjy1s!rZ#^~&9?f=`n>POP@{wnX&u;aE^i<1P! zF4gz&!W6h`rW=a+O31rW$gSz+k{#ao$st%iJ`Qx+ne1bvFHIdnaWFhN$!jJgrH*+J zf{V9`3pWI@OhK_ko_d0T=OUqMEXT#1GRFlD-ORR&qIqI&Qum>=_orq^H~uF9n|&WD z>Qx$iley-|-}XFK;uz@1BiajxJ4teufvN@u5tmkMleh#x{ zx-u>FeP%80SzdNSB|>ReVj8~bLbtwTV&*l{Y)d*zrz@yX$;$V50~je|bcG(k2N!Hb zccTA_k+>!OAFC${23P%4tfy}~4w*F7b@rXGIdIXLnV`shEs*fI7%2#lwP2&BU+tY{s6_Ek-$Oo}-V6dfg0Nr5K0X+43qJeM2zd`vXI ztQ7BGem&29DjfFu!#rd=aZT2INZ5IBTQ#o0lh7E%uBRj@SRvs=34u1o z{cg2eI}zp(4dn^n1M_qE-K6@k>rMe~z9%(^t&fFKoD}(~j?iYHy7*>az0i&Ay9Jcz z+HX*U330Sf&yxmg(r9QbG$(#CB5m%;*>wECX<}>X)Y#~Y_ENX2*wGh@359o*{+_Zk zP)8iC2{D%0gOZfEgJr=@lzqFA-s&3-g-`E7#h};nXYuS`M&`f=id)|ihkn&Kz;B!pU|V96H-8Z zEJbKUva4$OnCbM;l-^?+6w|!S#%5uq@Ii|F(qUipUVBPAN)<|r(6+!y(2iH%3d40} z--kjY<3Kzp)r`Ju$@P~@7Hn`Tk>U&g*d=w0>&E^Zzg_lm02jkzb?o+QlVTJpw3N%!? z$nZbjQ0T48=YI&MvJ$0;?9-ktq~qx3w6_ujER#B4z)iRQ58g?Du;Kq7;2JzwP+xw% zM{4ZarQi7U9SU<q2&mU(h&&*C zaHes*=8Xa-nSEQ=4lCK~Gc;UCC;cPJS@k)2eSSqw>wC~rclgu6dor6BJv1;6XjlYL za4^R@B6*Y~cIPqvSA(doF7z*Hlum%tfue(?$2W7CBHITkmDl3M2@A1MwH$^$^K`*l zkN&YuU_(TJAJ*4k+=Nk%S3HTgk**}(c;w7f2x6Frtgm*2WNT(}4LQL86j;3w?DH1y zrG4Zu3LqOY19@uKP+)H;ckH8dEcCI>y z^$BxdtF|(FnP~$WAR^$pgT^gN*T+J3c~T0}#gi|p!e3aE>RW{OmbU%K$=%q`vI)ge zMeZVny)lCiMPDXE1C#S)p=*Ib-`edTLF%`_R)7(Y&T;G_rU1rk* zAOA`+OE{uOHz2PS2GlZBYl8DR*MT%+8A~=csSm|RHy-(Yvf}+O=Ff>3mdVq5X5`=0 zIuDVd3=2E9W`>+_ghq+Y;B_0HnkOgN5Z33a3-3lC_IkFFDYVyc%y-P{!|Y|av-m4V8Lw-=D? zPq^+reEorh!jHxYF<_ib_W)_oY!s;FWIqFzQqJ;hG*mj02msv-S^XfW&q5o_Sb!?! zRj%?p-QO1WfZRG4t`#}7Ek;es+eiWVWZ3cWZ&g$T0sIO4==v`Db|&t8izGS}lEIof zNFSjcBhdxu4f_ZqHn($QZ|S6o{IGkzXq&_fPXO|A8y~W+Ky1B@e|eMD>Tjsx`4asiH+M`d3%+7hd-7LP*~%fKeV(+C3~;sc&hf zoOEaH^a{Zyd|E`Ux$Uxr=8(U?=SKWRJj}i0-t*J-X1G*!TN~O;;GOQwlvC;G+s)M5 z_3{`Y*m`I|<8|UO3t4?B0t%#2ZS%O`1S?+tp9-Wlve)=^&Xavv44}r~KRE#WN7CgB zIagd~K$yJGq9tvs0;!~X zQ1LmnF0X&M0IQTSt2ynZmFlNgzjjHUOu@&duBP;c|A@~eH>AI)Uf|Jj!d8-V23Ex8 zMKcZHzuXG%lk549oi$m1OD~&vbab$iO6OXx1o@5}!&YkXqkIPU)u^QY5@J%7xlnB zlJQEIs={5TXj4OiAXq7kCd@wO1PuzYkAUi}sVa0XQ8pi{S+3}rf8cS!U+Zw>8u@{} zAsiOl{|D@+UpsH_K)kT1z`p}?el}C*QuXzkMuRZxor6^@FTh zKiz*T82P1j(6d`ux%EVp-$C_|4d54@5&;15-}=<#^k!UD5j#hqw>kYs`=LB{IGc>+ zJ%b~gcZ9cGOdD1^`K~X{Mutz#jQZdPT=7yCxqTy&lJ8;SSQhhJ_p_%5Q_>YM`Pe~F z!IIOuid;2*!;{oY_aTcy$ts#5Ut*h@Y?D0>`34|*ynAx+>_WEFJ_0pYk)(@_E(dTw0qOT^fK>IoLjPq z@lLNZCx>qrLt~(WoO@bG!{b>Yy5Q+zz^w8sfL1-KXNA@o2XxtlT^D~z{YZ48Oj#TO z{!7O&u;(uhBA=w?l6dhSFs*5meN}_W}|OLJ(eDU2d)G! zvrz!)KG5z2+>MyrHOH0bau|%%P<%73aaG&iHhcD^N*WB~YN4mgyq{yYK zwS_p0cw?Er_?CGwTX=Vjaj#D% z$=7#OOs;BRz!T)51J)!^7taXJJv4U(gUQQnQpTTMKOQvx!*-GgI#RO;jd)8= zg7eEeVAv}SUK7pX74(;Kfh_W5N)o%?RxACDZwmCzNsey#chwcAr@%;RYVj_hteI|u zN!IcOByQups~RxX)jcd+a{L5T#U9krIY!yGLy6(B(DDRL{qyS@u(W-s3)&oFa?~%6 zeF7Sw6Q3Te0GdD0c!__jfC18$m6!KoHyWFTm_d`^BS|1pCImO99Z7sQDbNN@m-V$M z&tEq|?{T}2YVI9Giq09KH3VAEH$|)8^u%@uMH}4+I=F3}5kkaniAcyAUG`- zt}2<_gxY1vKdA@5wxTMyz?(ff8ZkR$p;v`e%Yx;&+L0qF^$bnooKYzkpSdYXLg48C zSNlm*?qP@TdNkDVI1PW%Mgx;-RIM$ult1{b-=_Rvr(OWW3i$2uJ?&#U3h`hf;sohc zPydtQw#tE%w{R?A)JDjI8MI2sND^F7{Q%1gIcoPnNJ!FvA7$q&UCjhAxIu4~=;pg= z__t9&3Zcd9tr;*=v9Nt)s40H>LQ}=x+;|qx)1zFsV_qKug69KAIK<`ATn9+?1%uCK zgZJKA*{u$GhTF4cv5=k!)%J(ZhCQg5$Hz)D4qVB{Dy7y6@u>|Rs-c?EU4r}kcrowsIAf$NA%Z?+sICA#&(d=?Y>!pjj} z_!v7d3C0ZE0Us4A*P3MvejP^>dor(YWF(COm2?EVF$C7etNarT7^tZ4%q3H|Hr#>! z!!tmM?dzuY3={iFrshH#z}qwL>vZZB)f zHXZLW27HXn2EvHD9hd>X4_L(a$<2JtQipuTzc{&A(;Ysupu}LOI5RBn%Gj6vD9lC! zUQftpK)t)dlf}@#9OK?$+o+_>zX&?g5Q{LXnxtuiETR0G42LxaHd<|52L#$-9a%t~ zsFEOr8lk9LN~ttdP*j7+Kl8<$<3~gxzKuT zFmzQ3r1%Ml(WIX^0!SxQ;2pgjtAF*ER{~Ul==l@YO(49nXP32I@rvJNdCc0LhP-a< z=ryewpjB(+2_T*~p4(?b*U8L1pgHw;I(Fs<#-mb(Xgx|2^zK;PgGCx2YA1GO0}R!r z?3nnMKK#}0MflEtYe$TK&<~T^?k{F#W!*3{ak-y3S-H{8L6^;1 z?ZY1l-yPiXCvU19B(_$e0Es;{g~cKmhb-Ao+Ee$| z>}S&dvlJq~GK{1#xQ^S1%q89o2MKTXxm^kl$>zGdwj!nry8DDqAKPPajZGbOv!{>G zNBdfoue!r8&P=Stk|@v=BU5%CDUvNmYfSH>{@AI`O#Vri}&Ato1mxOxSKu8iKM zY6YWM)!*oLlhic8;CiV2`FsMas2nEEjw2mtw-P=3?Tmca=HxMo%Ocu?zb3MV=&{v5 zIkw}&1L;&T7QWMy)8jQ9=8^?T2M@ZNbdGr%_wjpnJW%hZ+`CrqM(+L5y~+PKvsUK@ zw({)M=z88sew5I<0Z^2yj|X%#aFk}xJ%hJ?(@g&-N6IxgCG6fZIFOeQ#-0myqUwH> z_PsQGGc2n&ciDzS;-yM_cnCZWhW49|_jApK|O<1fMylz5S@5{?rGFU8e!x@U209-99Ea*`1kTZrQ$OkG%@=JzhXuz zI94-aV3~(J`1PmaAcSoMv`YonOE8>cYL@I2C*}?oxNM>JmMr>;d?toCpZ>Xt|61|R zUjwL&x@l=z_)&&1t2+4ePDDqixzCLEXCAy0qE;a-lO!z5Sz5s5dJwlk@R#BaW1Y*d zv*Y%&NW%+F$3YlYE%r+%J+5^b2hO>BZ0E;`qU!v&#*6b~DoVCK(v5J$#jg;ehZfRi z#7+*D-P}0l7(Xmg=g?wp$TnVkC@A>9Ay)S^Uvj4H| zAMVZ9Q)4gohsGrvl9;z7n_xZfZ$5tpVu{w=_m9g$F?BYN4mkJ8)Md)zh7vEEZ)mk_ zJibc$GPbAU;8W-H#RJy8|F0&{?%UM+ELWmM++c&f%9ev~#96re4s|ibm zZ}-&3L03W~ajDy|@9sW!%~M~LQsD)5ETo|S7}&q>hTN?qJSTA3`+KRHq?yb}4wFl# z{Q^~CTlNVq4*t*7U^dD!VG5#(B(im-UADS#&WN6BF`D!$82`1I>P9XU%+IHA z&x2I7pEJLyE8uksUCvPCd~E33qrx=T*!vmz;&yf~SEP)Q^JGC;tb6b6fhPrtE-n@p zD~V8Vo|}hXmG?JJ>+wyRt7=@%D`%bcYAYj5KU_9SU20W<*(&cig@3R4=a*c+k&2f> zX~OIp=0y0Ll{?fh4<;_YAfOi4R|ZniD@WXpyssdH4#glWrC?H9MIJtOW|U4jI6igH zIJoCZv2`dvKBt!;{WVb8$1Y=TXfkK6vy_ui%F!{(Yl&Lo9rBx6XTLLnYp5_y7aQn3 ziXuE~psPn#+O4r(^~||o;MkZEQ`uDkew|pJ`Hxt4=ptqbs&Hz z4X(+B+pxTE~%&^6o-s zj3}z|#-MmFJySx0a7Pc@(F9iEXHVxAdP`>Ks^=a}m^by4*rVpRCy%IN&SUgS9{m1R zz5gbkd@&VmjbmQ)Ec)>3O=sVw2AL@|I}S;R6+~@4f5OIybA%ph1_PH3OT~W^u1Qi+ z*3AOYJ{QVE71I)r2(s)VvTrvUjQU7VC#Ztml799@B8=g;n?*sTwOdV@WJ{gBrIVmn z4fFq2zUGA)RcZZdsD7gpkY=T;o)8}ob)&9pEW3tT&u7_ACZAo-TvSg?sAxM`3^ zIU*s9;!{HLYc9H@;Di)ON+N0PjpvU9Ymi#cbE1YmaHEz}(dK)uFEgg1O^1wNGe&uC zLkvvk)(1Hw(ZVn8boenRc0Vjz$8b)}{O!sr!tg@{mQtrAYiFAr^&IrI zmu4CLCjWNDb4=NDs$0tUUY;y~dSx#Ro<>!*9#4v44v2_?BKcJ@`%>{3*(FI-fV+>` z_a?>#-7VVLm}bg1oRp-E4Ux8<$-8&jHckCT`?&Y)>3;2mmR@~STy4QS%j^_mLiEgH ziE{{ReIZ%sCKvX)v{akmMSPT)XxWi4%b0m1T%}(B%!{Xp^?#xSEOf z>_^2@M{s;IEBba9?fM8Kqa_zs2l>W(2?_jZ_=W0<3zg~kXaVGv7=#k(3(W8=N|kh| zPwJ!JuXN;ptW&3Hx0)G=dCGhWAFPU*?|!8)E9tTg&eP?1%mh9}K6a_-NsR!4z%$k7R=@YPA-+@`T&U&?ou$c? zv0{%+Nr}D{r%{s(@>7}7gecw$_;{eg zPH24X=OR0PDEWCB-kE&Rk5loo+hQ9@>6YtVMhoVJ>1e;kNN^*OA2j_=p8qG){qL(K zvipF0o)z{4*)?TBRCLxC)i4<=spy-$*IAyEY7{w9p{%=~RRf19)G7X%zoCRf{*)Td z40y-I5FQ+INC@BFM~GrLUE+e2CB#AgL4=mdT9dArrB)8%nSAX(*wl08fcKE-JY~Ns zCMT9Zc^M7`=e;XD_wml)i440Y$%f@7Nu;WNMk>DThR+P&&FZ!rsp$2?BfIlW-?kOM zD{M)VejGUANA(`R@AzCRl+*SD$8Vg(~KOv4vo-^zyrC z0_!=e1@vxdTztMo7cs0jy9k^Oi3dM_JE5GF23&zB;OtMtS*>v$jv^!oSE(LX#Vp|G z!>Ybz7-ysCKBSLNsR}HV#--v*_CBF^XCHK#!oyMw| z&vB5}O4!yRel^_2>&vo7jLm&~NaZtqF`izxD-PA1)2vFx7Y@cj33&%w8Zp-DFq>0e zOXNk7Bg{w#h%n%}Y$S2P*Jmc6sK1vHdbhlbZp(93RAQ>NSbA0aU{J>$Dh}d zoImh~@W-k69&Hxt)UJ?8PU&qlT)OJ`neSVZfphE{+?g zz@<{bY(9CMDx`|BinHyf{li68i@TfAAL2_W>Fj%Vbnofei|wD%@UMIV+hj9R(a275 z|4%mu!`Cvsuf+P_F>-EQUpIHFd(~W5Xp4)#klX5Q=wmm4k@NSrjIXFLb!!+IZ268fMY!?Z2s9-iU!S||=zO>-TAt1Wx zW$mRugn;wIyVbNw=cp)a;oY5xl;@Dp?&pxhCpD56cZ66c(a9#l3Evl(qT|u^{qPv&f z1KsjU^80_4OwZd}_rvELw=TS9?d)5A-jQ6p?-LHZ?5j>H8l(Z9N05x zorzr)76EaJu?nC3gRO<^3pm50K%D%lL5dS6p7wuo8WpNPha!D_*SbG+>!VTtJ! zuXMiMN7orcb~qLIqtdi=0iA&Pa1&IYoy3pr(+T+RLDfxpxQ)T2p^NW9)&jHJ37>5t zA1(i|cRIf0@OjRXZElNEpTwNe9KPup0ok=k>+_rXJ}?3O^KwyCRo*V2&jD$0uYAh{ zr2mgJwyK)Dh(~}5q{5F3CyN4y3Q*ck3ZFz#+?o!zU{zw=D2zPmv5E1OvlFWHG2sPy zW!Ty0#IUkp&-$x9Qx#WlqHab_ptFu*#kW)!J-3UM!B@d=wJ3$``GZYyC?pfo&^2}P z+vjjd`|pqncFVpsy!KwUpa(yGp36TW72nvE@yN_b=x8;Jc+Ve~y;UaAEXmy+2kr7{ zNbe<7E#yT_v=fy(O+k5K7JT7Htm1f~hrMxp|5Z*@hPLD3Yq&}qZKuhkZFANy=P%-r zF{%JLmBDS4`uoGga2qpyn2v|aoyM~2A5s%0xjuImm60H2nDfrLd~K^x1UEE_V~L9-Bi#knLB-uKnz z7#A__7b|Ur^w{}Q_^>MX%6C#sv!odp2TJ{hn)UJD)i=Pm9`~Z6=BaVDImn4>schXh z_9hL_U~HM_x4ph{lXZdhgjj3v=cPV%QXa^dOoF_2`!y+U#6Uhe!`fkOg`qov|6_}X zll129SCP=lt1LYs{5y|^je=10Lrs!cDY}UZ)ip6fPGMssAao?5B{G>@NPm>w$p2GG z`Fsy$67%_r8YM22C-U5x7|8guy6pE4d{@+9`nVhLZ!A|y%oj(d;8vaDLxs!xm)+`j z>KFKJ4>q!Gyh+9LcFoq+f-hly{jTsignuA}4*}&~I*7smRkDk=68ght@HkV+9J^k$ zH(3>{HTdm~42?<{h{-q0m4y$V((Y|h#mh@w}XY~&x9OMW9AXB$_ zC!(*_J_6$F8#YDj96Xp>hs2{&bE_rW0j;6AfpXoRIP9&B{5(9(jGtz(0Wy$?>c;J@ zJCmUZ(I&FNJI#Eb|IDF|e$n?lB;)Fp(a8NieTm$~Gr#g!S?x#O{DSE(MJ-mXpBuGC znHb@xjSap2Q}Undi5xKAsrawW#quu3`{e;;WmAUw)B_=153kf5SeEjL5u~igpXJWpn8y8u6m&Zl=P$%#3wvrpT%J z6T(WI&)U20eZUg66VF6KhA);{^+?bOd2-4ak#w0ddnzL$-;Gng^7j5g&c3qHMp2h+ zu0GClb9~v|D^Za-w(AmvrVHFCe~FEdkK(yyS<_b|A)AH}T=h&|{Di*t3-dmKn}rp` zPsnqbi@ZK~MpYl}x}MjkYo?b&D2$It(Z|eirYCV%dIq*kHT(pU(jW6YXxpcP`7ltx z`G=4Gyj#hDG}zdhoWbpYt8^WIN1*9lYR!92pnLrkvSpJ8UenC@?)J}*q?I_@;g`Dq zDmQBGts^Nb6(5hTvSj_z&sBV}bOvNX^k-4*7dcVlPk}uh&=pR%9?Kg-YnLSYx{HDw zQ#|@lc;b2A{m<_cXgT~}$3QV)W9|Iz)hTQ$@uEc8L?*fuG@9Nf?eZ};cDBgPS0|YY z$>WdC4Zrer4}2q8&Pgy#u*V-m%d9_lmYtrS4%C*~GBIxMPB*RG6E3r~R^tsP9;^=3 z;l0JdE0E+MKI!=%l%?uSmf1a3&gQ|vrvNypHfCE;dmzWFjxl>Xov^odb%8yIA8+14 ztlW!ljv|+HEjVrmaM)(&F3?Z@ce4FYczXYd{;O9YeRvBfwWAPTvl1!;GuA4YnVUW{ zt%sfvMCp1TnwsYI*c*@fWSMp$Rx~GM`?hpXI^w@->T8p@L@!^5ZgmpF;_FiIJ#o-} z3ysQ`iuj{aMGvA0($u)QjT_|`@2sUDuX=a{+8GN;myWmB3k+qLuza~%5;1uBnX`&Z zMjPI;QlqFutGVg0r!;R$!qL&*K9Zf1WGZ@w_qF^ZdH~&M#pgsoHpQ=ps^$V!BB0XY zatTnjuCk7&;oh)H5%9MUG)_w1!X)(Iio(MtA=7)(rM z9gMMz?Jzvwseb?Ed2-*+%j!jE&Ud-4>$4q4^QonSV5mtjuWmO>e4lH!22D#bI6m_C zZhOTl5renXH5y*)0Op@(E319P zCYS4bP7yW2VV^rk!zGhJv$coLwJM2ICJIx?kt}GqP+o;ZClrX&%Y^O`nOK?+uE?;e zO1{|fh88juvyRg{B}J^+{I5Oo-}ueVgdJlOK4Ajx=jmD8-$gY81R-oFnUYpsKs`mi z?l;lc0wyJM+zt&gWy9AD1ADr;(50-2Ml-T}Y~|>ylF4l~V1ncPA7KX2ZIdgjM2hFi_9nmx!{I=5npfCC^On0<#FVI6Wa1ci`mAaFgfugP%0C4FZJCO1R(UjR+J4aN4cXTNlSZG;hM$ zk7y)wu;%YdEx*Ux88vpqG0zYb80XcsX%a--_l?h=XY>yyl*sU{<>pqy;gSa#qdba= z6)C9JqlV}{3lj)N-&p+fdx8VA_598kwSSGo--k zLmd3G65JhS4oP#xOI{$h4!cCEkKcCKZB-bWhAts8=gVH8k=!?sT~YaDu4VEgDW(^V zwx}>)+?!MEel7ixEHot<$(gAPle6{+EOYHYQMWeM!LI3xufRTLZW#%AU{FWg?eZbt zku0rEr(OpL167~9<$g-Kc{Dycq(2^%^h;d_<>0&;4P@U@za;J`76YAjBbAv+jSgUL z5tzbucQ}2Q!`#(I+LFmT;;yGu7?mTvMn&w%n3%0f<1Aatqek%#jD2U2&pm5wY%oV0X}fxXP@OFZ|7GGnoIP4mddw|6}w8HLqKdDF#`>X!Ezw?~F|MzHuJeavqg2k>GAcQ;m^ zB^pZnNZ7gFLySJ`wKt44HMQ%-_GRA7ne~Bztcu=yZgzcrVrZR#(`QNCU`8l?3Hav{;?K16J&kpbsB}3W>~f9`(+ek@H`4kOSf58NNzK#PghSa(vap zUyUW(>-se#Z4ROoVQx&uENvBJG8d0cPY?f~uq<8T!Nq~{BG1VCOlI96&oGMd4z?no z7Yh0{IFidhnk;j3982I@FmHIQaq$;Cwwdn8+Iu$F%x`-k%MzNuHU4v>&kjxRQ*m8U z0&~OWNT!uyM%}IE18CakRNS-$pqDscmr&f;;MI1{>=&Pv%Hq!onrAEiNW~fHxXy!a zy^N18dD+rm7m+=bT&<2tFUNmW&z2F*{L{GX^btDkSg%<^nTv@k@mvkA7}Sl3EvV%H zYX9wHUqdd0P%a^vi8~K_`>7)PHht?Q6#(e84n;dGw-1e#Jntv-%=??WB-7#~U9uXZ z2-+yn7mBr+w#X0d4PAVq4lpW|P5A*L+qy|Jub8$jhUMgN-Jx=>O_u`@wO7nbgG-Oy zz|;kl5~o2|F%Hbw^JaK@I3g!q5DJj3{vy51+G{7ieFdT}Vp)me5%4WN$_SA zm^T4LtS>e`ED8)@k&XxqXW*DhrrjN*S6z3rh`5bJZAB`n!aZT5i!xvVo*=y%S}m5Dq;|m&5$lw^1as5Z`tW#t%qgbB9_abY2k5C_iS3`Z9WP+ zdoudi+q*erjMF}i1q~?(SAkv_2e4zvoPvbvckVD)qdK=Q#jdv62i$#MZ>I11g<~NI z((>}by2#h8idJEWrU~An2;DJB!9CmDhvu78mUQGf{lW8PE@Nxs9qa7ZZaj4bMURhq z=FC1#wAD02_NiW~`PMz^eEeyf&WU}+;w_>9eZ>~i-CnjvG+qLu4n?iO9;L_UOEbL! zbcKAR>rg&jNfI*~HuD-Hdw)ID?qel+HIH|I&Z+3+CA$b%V02En=(;Vy3+%{v4-F*k zB3XVFeSWwS7K>+fmD?3pB?9_#E(|<6Durh|Y8ia{?YbR@#p#YW*M%dDds+Xa$r!^ownzNH0?d7N6 z6A1r1(^yMhHS3dFSWs*sBIzJqhfG-z5u=-biLBOGW>nmx@=Q3DBzmGtKf2}?XaD5F z7s{_lFh@!jov$Wb(8BhFwklahz<^;>@00SaFgX2d-035Ix+VlLP^U|1nv3o04@-k= z10ggbWeybp3RxS0m);F<4q_{|D^U+|?kLsdlLS2Q6A|!C_}2}VfxOG~lNYv+$=$uc z5N`=F_pmRs^!N>P>RL_6YttP^TJp*Z{8$&Me(0s&0*yai<7XmH6%<6*uVjn}qoQ1<6laR_wj8Xoqf`&%XM{ytQc;wK#a0nkKv z0kSp^yo!=Mh59_X8d)IEHG3`s$|W-z zyoi1KS&J4RZGyREZ;Hos6nhN^bKgJyNZfSa8!FOAJQnfR}a99@Hf)cT2*Cf@$fz zfFe177E+i|nq`KEINL3ow6lZAT$@}~q!!AmxNZj!CH;WIM5bb;X}o0%-kdt$DbBf| zw1vS&D>m*Iu3Gt92K0Z=Yra23&p*3$)axl|VL@yCO>d>ph4{eNtc!lndM_U$Q`+02 z)BITM(fJp29O}LZlr!%V{`<`pkDU%as`-dBDDugW<%3weYVQ03vCGk*{r_AaJMwp4 z`TMNU`MVCA*S@=e?Cav*-(0*s1`m6*PF-dTEFB5n?AA5M@7SV)&oIE8n|MWEY;f(dRb;RYZDc z<4TQPB`iyiiaT?ul#dq*(?}TpD?Gu60ZAYw>Fo!+>ho<|*ZqE`W~L8Y5M*gjB?g8Nmc zx4pf9#!gBR%F66KB@@@eCg4x{4geo*0lmQ!$;BUjquU!AHYZvB2T}dhJl!P6G-2Lg zW!1ha{bX8&d+ar*#Av;wtYM=ZOoDk+J7Ts}f6b3Ib;j=G;p3~C(b!m!f1`m?5P^!} zsjF^JRh=B1Z&dz>?gP6{Q-HBCk!49>#(_315wG<1{~Ju*5e9Rs`2Bbjc&nXA+LsbA z3qb0ipv^xY^-&%dLSfbR>ncmtPFh&7H3^@t_)HY%91Na?B*{CBZ* z$Iyw$%7_A5uEd|pJtJz~1sih&u``=BGhFt2G=3^W?A+TYPx)pOF9NPPcTDB?rAhl54U_7ahT^bh7!?a;qG9%=fOsv4yZV zXzYubgPawfX(CmK!%L&DHZ?2sR@{W^rk+SB7x2fU+75%u(%i62 zA^o{+&n_~CztpJxk^yqyabRN{wp(<%e93?Ia{{Yy+F52#)X5>dNy|(pUlh>GfVUje z5uT8=+C3bWZT*=RPikpnv6Z^*jk-HB>;=*lTDX1{5l?T`>*p_Xjza5233`@64%RDQ zzR1aSmdGru!_`OPFOg@g2Z_LLNK0ay=L58>(?pz^jSY>&rdvve&+6$r{nPsJWuLb=FbL_UzZ}_Zj zF|`ap9N<1A(Ii7aANGux$~+OlVsGNKEhcChUwBTse%7e|)H)!knK3r(`j?`nI#TOn z1kgG)_1OyMT4fPbgfENFdDl)ciAZBe@-e9j)*@l`Lbc35>^&kbqdq0@zva;X^g-6I zdDb~wsvdBGS+WWnl{Tr4>;f3UcF#G})`PEDQ$ufn$}SQ0>yp`gx;by|6%P=vT}l$x z-}j;{yCS)k$c!#l1+Zrj8u8xk%c_7FP8~~UU%OJ$J54}?5%bMI5daKZ=0ASevK-{7 z!gY_@7J9!p2G&S_=jVFO=QY^5<%Gia$#?1b<&&C4nnS{OW$9F^yfA;u7Zd5+3LF1B z#ZHCzxbXf9;IkuhSx(m~`_nAQGX+hR zn=HHc(&K%`W3%Kr1myox@$Q+og{r#7z?qZQsuE9F5LTNuqkMaRK%%u9sBjjQYUMMH z!El8k;&~vkxg;K-I60tHPqS?5;@}JZv^eq2;0N@E+MBJbMQt1(Q=NI--_LCj{V%|N z6T5PSMvcQo*etcNfz%+9GpSrjV4P^~R5&`HyzT2$hBjuP_wiKWVr=sk`mjgswcjV< zB2N{V)8`lS<=cwvj6eZZHG)~}Gpm4H$FdlxEXv%M)KNUb(A35q;0ztj%kclP+@##T z?vBFemzqD1LP3fMpP5T4X~rZ!xD5bLL}q%jcTzW?2Fj`nvLN z5${4GF8K)ah|gDf+P-~5pJc&%=EaT};CyhHB-WI|`(uDi#jmvA!x3wR!w;KWZk#^B zB^UKR02)<-Of>Xf4B5K%k$9(ID#nNq~hG{6v24oi4eQN zn*pK_Erv{q2+r^gV-+q)@&yJ@2h1^}SZ@nqoMkru z`)NI)fIp0@$n2v`SKu4L4G`smW?FBCBDW-%?I*z+X= z?54uJa8@e`@J_;zj+67{Gs{%9JyNTZ%w&dquc5IbzXWyPw-53G9EoX`5rtpmwEqom z31*OeMR|b$J)S~xt=2}ibaK!_Xd~D_qlte=%OKDG7nPTJILfH|K-{JZz=5cYtFbpm zBWwC|r=JdvJoZ=1H~(5BcMZ$KPTpQ}yI_j8tBsN=>xk?oJbLc4Ov4$el|zcr>Hy+02YmT=RRBR8P&g=WHZjuyIOEQM`%qy7+$!6uf~ErcNIhKT4$Eov>-wRg{oa$`FW52YJyX*l^Wl~irrEcLwH zKU#q03*S3V;S2oF!Z-EgrMtMet+IqoYuh7G8~$MX+NOw9$&b<-9s|%ky#6A%rBSRW z97&aq-GR&dm)jfYRX;Y_tP}#%1xwe%zB+O3o{M>4LgTRRA_@Yjb3$9`^Pjp`)A^Y| zUL@;}u5L^%IiibX9$3BN^*Yo2<<%bZ54X|q*2B4CAEw^7Ewhq$&)yW;6CRt$YS?f-9k$dk1(u=bK!Tzg zFAMd}?(YM0?KH=9ky(o}4~O0T9FDSYNJC;zhMg@Wf)5PeKFqXOp;jmQYqFH@Rjcm* zpbr{rl>XIgo9Tp`%$4F$@uLWM^KQ^l1CAw{>I@7f%E&cRRUANQYZ70gu_f+m%*_W)A~7g_%8m2*bRJjVWXE)6YY(aX}*! zw}sENvt){9bw1iB+0w&akT{=1L-o0E?y?U{F7(P4LEOc2(NYsA^|}EJ`eyj zWZ@dYD_Xpg?0yL}a=bGg1x=^CdY)vNg~x_}$~4Yfw1|>vtJ}jT5>z--kesgeM^{d0 zPOUr?(ds!kq{wc5bGp*1e0E3P&BZl>B6X6(^V(1DU<@T4`G*4oq&!00KC0W>>)!su zd|aUeLm$M(+xk?w7JQWpsXMce$aFbV;&N@7Ju`;3evnG?h@4g(2W}P}S}Mg#97d2= zvmb%hm}=b{@^1B(zC=G!h|$>irBN{zCm6vB>OIo0aPHR_sAPXWE@~6UP9sMzTdLC{ zGQqzq-bv7=Ri$;lC>Tg;K6UKaLC-!%$mx{ga@4H+ZX0l!_ zW#j!o6Ko3*i<%X0lJW+KUEjNdsyCgo&@>#8B`XH8H?;sD1x7aH;h5)4yFCm%LXlQ| zGMJ~L0q(7dyeuqt6}B(X{Y}1qPTQ%lPn5$JKY4v5Dr+lJw|Xs+<+QOPjhW&|YK+D! z&GtRN*_T)+iCoII3e!WpC+OZz*&?AVMLGM?`bS|PmMV%oBT6JiG89uZyQ6Lz{D+)h zXzoa|Bl?Qs%EZTFYJzEX9*(8$i0lDn8w*c5duI2Wk80kye~pb>T8!U0F9R#x{I=t< z8V~pL9w{g&X(0vz7@<^2zjpIpoyYiMcmOi#w?U%dZojA3FZ7#qcU(Z?H243kZ_~ZL zW3!AXL7-AI;2&(+JZf2rIYn3MLH6j-)olM8<+)i|+qWvc(g@_wBJ3y@D7YA&owFI7 z%qc=&v-5*>n__QsHGS$}a+T+q{`^6)cO3Bm_v(#D}aX z-tSsb_yc`t+EOd4t3i^;KaFabUS_wRy0GrS`TGwKk%`PTX+#o+eKo%8sl2}#l4(weji=5>QaLWiZwN>0g>QwUoJVjXa~JiD*eUagh_M&ED?)jbSWSF23F` zw<@>5)R>IdEzw4XCIK>s`k+no3}CS(yvX>DOb%FyUA%RcZ}>AuzpF8KorrsN`cMQ* zRtM|4cHMXDQ`a~Db(p`ois$gz^^ac20%c;?u7f_UX*6|B z46`m0@BZH2b)kq{?3waLLz^a)UtSOn!($m5D;rP#o*Ctv^4zYiT6y&dgaunMf2HZs zvopF_frS%AlZiLcG|yO8#Y9|c$3!C*nzHX9jfUnuLRu08n0hqJwhuk#*SiEW8#SbWXM z9Lj1;C?0B?`4DWcYg(D`9Ndx8m4OV;fkc3*TX__M;g{bE>3)676u>wg_DI~cP$DY_ zm#O3~+Lu`9dX6mLUVL-DG-he&ds~+_vRlw~V~1$_ie+B^3f~JV&%OwBY*adfp*xPY zx?GtPP&*3o9<5NhJu~g!fOD=1t}@|k8-B(h;`Hg+RAKv&}X+<^P?~xcOn)GQW@P??L4v%@dbt zKn&KPIU(;!FFOx>ipSB|p0^dfB=Bl7GsDSv-&rIc2Mlm~(;`-Ek%S6*rWIUw19K*a z>KWGgFmPxc7rU&dRS8InW6-o+1eHJ?>g#X9P^G^L$1F2RWXgj=6;%8!65L*kb1|K7 zLVzyIDL?;trXj!4=+YUwRMUjdv;1@g1Eeu_?t@+(>4rWqh#g|qJScZ;is*D@D9%~< zM3VkpzH+A{JCZ#r??lrTF@H1J5wqmERMcgFv`f7Fy1BEvdK=i!fBogYWRdSv zww}F0TZN&Zin73oFN;tZ0N#X+N@|R8O>KJAst*40_}Ri3IO=Du$i|QI+Q{ha!7^@= z6K!`L<1j?R5@YbA2W~T(O1CyeBwoM!YcC2VBl@f@is=Fy50a);l}MQ(TF91ZI{>r3 z0B)xl=a&Fwnn4?(F8`Gxg27g14G*$1_4eVW+D||-~ zbZ<|kYI81XWb?GouJ0l1Fe~N1RGv!^eHX}*CDDg9+mP$F-F9E5#gK%Can--7>H<|( zSt)00dTXsgV|nMychciW{Bd31b-x8XafLpb z7R<^!uvc4htY7XyT!vnXO;ztILZegk|Bsq;;Qc9qiHzXWlf>LyjWe@v_Z@f7J`n6W zf81Q8=HF`0{p+~qs6W$l%=r}Q<`{f`d8<5g3qhl{1gip38TYKIwW@=a%wpG!w4h>0CdLFoQAo3d z#io4~$ImT#qRmN7IhJdk1l%2L2!GuqE7$EzyqhdQ72;PrOwZD|yw?Sg)v33PGP-Bw z1jrb^V4FRCt~4@5_iNv#O{^&@aHKtC$v(0!Cj6!<=&$jDZo7MNPcY^N&5qpQ6dwh* z5$F)QczjuwPs89L<%Inta&cZ>5j1_;{_ECFn;v&}D>YNQ#5_Gc?S2}k>DYA|qfK6X zy_Kyas%`iFq?CZIrAu?GIFsLH`*5KDD>A+<`%<1~A6XYYz>`%znb{WrPGO7$vK2CK4lB zPL2bfSO-_p5hC;BkpIu2;aqYpNo-0=SUmWED)pJRjZ~zcJnsp@ z4Db(?R@1FK<^ZIF^#M0-TPyyEMd=&;0uw-c&8vd?k@}S7bR#>Aj29(ik_N(nwl-1+ z3k;Ob?t(?<*Y7tT;&u}7tbM+EnYB?<2ai4bayo(`W=NMLDBeEUDGS{fg&OWA5Sj1Q zCqEV6(xY{uz&7c68Q1tYf@OJ&aq;KNBg}8knC{cWg^OjHzj{j`!mKv;JGbc0r9BdN zw!>*)HYpNz1qx1(Idk)wm>5(!r!c)pU_Jzz9c|hgpb!A%eWtWe{t5u;sWXL-ZV>BG z@>+D%T6$LEMo_lt&I1KzS+e<)Vy|D{+Z#hkNkMp$!QjxqjiZPz<`OSJc7 zP91ke-~PABDDm;;g~f_7hXKiw_?07?3l2^asjLdGsRq=Cq^GwlK@x?Tyk8`%3s#I| z>8Rq7qVzBAG9hvCZ+Z5pdP|>G;{B zYOB_Um7eQ-lz6ZGz%snp8lEx41^ynKD3|RFGBU;<#S;~^-?o)jh zoxo~cxwh)bFW>Lxg~HQT^6O6c?hGHClDwP4cyt3}YEJ0yEAGx08u8bf!4CjL%34#4 zZk`nm1DN^1PCs~~G(@s=hk*BvL0bxP{|r!BnGhC#AxEJS6rcQ&ggumvu)>S1l2JjD zBey>+*FHXu1dGWM>c|684~e@aeEjr~e(s^q?@SRZDR{2`{1r6q69#)IxDekFgLg;i zD6Kj6tKJ5rZ-)bvUgaaMmpqf{A=ui&>tjEO8dYXd z*BOh^%g#<;kA}TNS~55dswNfH!mnueaOwMy;BU1KPPnD(+Q>&H?ZM?5E0P+iX8=sa zi&o<0C&)8pq{<+lHw3~dx?~-y3F{SQ)om&YRn9M71J@1Z+Z`v))c*YtLxFFch%?fw z25RDA?*CE~8!BlxAO2)(sI4x-(<(&9Y;YDYL8bPNI)wN)20zu(I%H1GlwR|!j*&3< z%ToQ^YT{HVyrg;c{YilY%ufpG>(Q%o_LbpxPA)21*Z+OIcoBG)CNL|6IwB9`Q6EV= zFEU<4!y9uG#7a|HPSo%SI4ShRs#X$9_QP#dTZ%Sq|Hz?%-M;_{4Y|IcN5N;(-_)Pu z+EsBO%DGX86?eCP3fOv>57$_2q7&v)0$EY{qw_tNkV`sr)JD3b^xIDX(%Ux+OogGWAwVlN9ueC)>LN{J!{{?u(#f+uiTXTuYV+couW#O?EJLc z9=|F4eWrTx^EM<5u4)9(#g9oAYI5{AGElHk&Z` zbbE(u;O{mmenPuMNVz4B!os|4FC3ZB`Msuaj*8j>~?EE5KImYhYn=XYz< z2|gMKva8&g@wKsH$9s3Dgl-vu!1#7`gd4?p{pi1^lYgRzR;{d5Ml_3t4+1?=M*IT5 z6y1^gJ6D4~atXKqKiTEi+l91`A)*Gs{kDZsFi+M;L7?0-u`ewkm5)s{N(nU+al<>C z@;qg=UgMu&lD%q+Og%j2zVjF;x3!)q%xKGf2fpv(eXN_R_`y-2-|?fhy>YIb6{WTH z@mc{Bp{n3kMSsidx-SGS$`<@H>ju@jdk;XBD)RHPufL3$rORuH+c&*ta)IMdE1F2W zX-_;w#&>fTo~Qmtk1-;5vh_AdkthVVSqjG=nV*JR*_R0VOR~~@c8j@2R~%f*Vk^tg zEXAG=4?qlqa=R^Ko=(L-_1QT}kmQ#^~sFKH69`eD#ZaUkaeh%Z#xtfLnTzn!6c9Bv_98 z69;t9+}~N`wd;H8A7M|>jatdn;DyGS3z06tDuWX48p`@?J6e+#t?1_4wS8u#)NxO4|H(>U6R>P!;+4tV;$(p4|#I2nGw0_$Rc)AdU}`-WI}1?4(a`tZdfBY^xGubJQstGfflVO>^Af$h+m1z8pD(t z)J)2&a$YnnMfS&)^;w00S-y2b9oW@m?MK{#w}%u3F_Sa+a%%T((XK3Oe_+57(TEb50KieIPKRs|iC7@BDEN4a^Mu z6Ri|_$4&o=WJY2{>7!nEWIuh_e?iURJ3c8yp<`Ion;m&;T6?A+k^-Nzh-G!{9{spm z6S4Aa-BrqpiXQV5=v0ltE5WHa&^+*j!4HKY%x5CgK*NR%dYjee?u*!1X6_+_0Fk=^ zB0gd84^eE<-w(>;yLYjBx4p|{Ndf6krhuyZ=6IIux;Mf;Yn^~OxG!-)y4*M#KN@s| zPG}{A&XWMRu9k~vvOIQ!5F`|zuR+lC?w@^C)2(7u(P^BtawN7_wy= zC>+r0(Lnn04BO?dvokU#Y9^?S$eeZ?7C7_9Ee3$mDHI)`5Vfexu(s_yY`o49`|hUe z)@8Q(*@I_RDytk^u+mioXnc^=R{nPBEk16?@{czv&ZMX0KF?$3$agE$>kvMMpe9hH7?pgARKu|R zk9e^_88TkyO$%ld-JIf46IDWFh6(W>ih%pr0l5{Pfi4NDg3vHuR$1d2`%8N5vQU%;mV;Zm!yQCRyzh}K||zz&OB?fGj}st{#$R|GT{C8ZDW#a1>2*#)iZQx1wPY8 z&ELpp#;P3oB){HKTp7!ii=#V!VTD$L5AW^umOjH7@0o?S5{f4i@=sI?sLgVtC(P3I zq zr-ur86bbL@V`D5UPD(XPm<#XN)ZrGYf-S_f=1LT!m~4(_DTH!xqCPxvn>2MCE+8{u9U5X9M$9 z744ZZ+mhVdv2S9SbvZv*wGeBxb#4sd7bIchW)hP--z3#N>aP+DzLePh3-%Gaq>tttM9bbl+ z7d-e~bEn#?cnjVaDu^6dqht^yGS$zm8v#demXH*CTn93RfDGE;yC?ye!$~G*u=|G} zrBhJZ5sIiP8y2%2^e+YQi}a1YYy?kD%LNGR_c{BaGG$0Zj(j^U?4N8G6~| zjP%ln#iOc3TjUe&x0yh|x+P02{7B zZ#AD4hD_lPnKBZiqofPcnC5(wG4U+zEoErh3m`I9O(o4;+4Wl`-h&^vUt}l?c#P91 zOOC{d6^ZKVZL2THJQ8Qu`C+qY`bE>(sh* z|NL`DBp7&o!N!hMVAank559QRU}HXM@6HGmug(p8?Pgv~(W1Rv%x~WM*KKk39oK^P z{d;)puA3*dXlc<^aFCDpB=K82yN31*Ad<{BS2Gbm*MNNvA7W4CX}=^go2PRFSyM_6 z&-MLwEO3hRCCzT^f;GMSV2#!A*S_L21s-Mhcq-Daw|vv=m@O?8kT!uP<8AI{&B^U$ z?qEX|X7UWpU|}T>Ww4;bDGxU~82e-{O;3lCi_6P>euRJG^m8w$#fzp>ZGhfR`oOKufsWq@ zewaSt0=|DBenh@2t7^B}tVYzJEK~k`3gx6#p`|<3A3%CVNPm!xH7`If<y#8-BGla-D$X3) zULorV6nhv8Sp!kXmVU>xJ`{*tz8%3;{i6lg?wNe4_|R_>N-MqMFlrLHwKlB6J>sE2 zhGUo1jgqUbKJKg9DTKZBvO}A0h(J7f`ppyoR-%Fr=y@UMfUxi3##`iK)#!izxSG+pPUY(L%p6&B4MI9{h4}s3Yyx=?JVjzrl4TXm+0*yTeE=WO3 zIRC~YSN&91WVQ5NZ0j(n#Z2A*pI5V-OGOxU9Dl-rNCMVC;Yi2t5>Q#$Cn{fY|0F0~ z+Q`-2Gj-1C;cz!V2>6;-Z)>yp!?UHshZR`JiM89|Pueq?J)0uFO_f1b*X;|#z+nwX z)5wwVq;!)ggzELotp+k$TxM|c-g9L9&)&|Y^^y2!%vm1Ulz!#iP%O7AE)h*T3RvZW;k`6PmC6_M@Bothg z+tLyT-v?MUrRiJmT+}x(RfgH{1vnlle#T`#iY+ZYv&T2 zdnfhzppGT7cxBW;P1V+xnYI~61z|d;4c9u{zdp?LRnZLvEROq}dWv}z9&je0e9aFD zL%bHJ4PN8lMB%3ughpSyjPDfQr=R$<)qh~Xe_DThD8itlNOBoF%bn4Wr$oZdO&=xt ze)$hW%d{{%rh5T9I_dsg$>E>8Aa&fpX}izc)xgC=u5=bj*u|Cgt&q?ZvSRvTZAZSc zQ+yzc?fO*45Oi`ch|KZ?7Gr2bGV7>1o!V{^@f2#T&wS;G=mYi9m0NF#%)uCVDFm5J zm|Nu5o8^wGbatFm$oVlm1=M-&%@2M@x)9k5fdBdi%s2jQUrFt`;1Urn@0=@Evc zWAV=i>7(1@yE~(u7;DQ#p`-E_yFK1T#rWIukKYD?TG-0;dheaUKlGS2wXwOd>vwSL ze^>SaPAmaA+wN15R7s-JABkf_q;ZSUwbMVGpd6nxTInd#F^xqZ4)~S z<-zd&=uzCqgye@YaH}B_EJlw{yw3(k<|T$;#m}@X&qk&BY90-9GJYP=r0Ms~-OW=; zF)O5uSqK{OT;Kgo01fqH7-8_ISxK$rzrQ)(b+cg`d=*#@Uf;B^lfG9E13#l&{MK_A zFS?`hhTm2Vimu#|WI{vJ2XQZeB(sU0yVP16N!#4RKWK2mz9{b#_BxV_CqFlT6cZTD z+|XjLr>8fLSuyQuVv!ckw2HM!1BdbC42^6>cwP;J2#EE)*LmX>r z$J@@n%LPtPXBb7YmG)3K-_;~*^S^bX0FqEU_f|(jEia^8N!t=h@|ccIxd5UbN+a<_ zF9gw@z{l59wE_6LhliU$$VS;K)b?p|v7sn5pdQI8RNnTRg_!%w`&yM$GN-m1c1F`M z_wUISODC}!L?GL|D?p5$x{>r*6rxhgUaRgI2MPihT+W>(d;Db~%>q_e$!L^MccokU zA?W^N>_hXyt!7&~+Z#ul7py{?!eARP9{xQ5^znncF(!|%i1q7hTOo_aQF!N(u7!Tl z0a=LuWqZyp0vT=lQ9Z`$VC37bg`x}H9sFhE899J!+&M`K1#tzo^xp676Q2!2N6yE< zMylYw!7AswPqXZ93%Y-omEM{@c5xvw{Ec(+oE}qQ>PO^?A~+ecY&}2u!b1|XC|if3=B%NYT_utEQH z#lQDWy-)I|Cd!xyHUra}T;G5wfU4?^DX(5nWohCs2gptLYh#3+3Y^{eAN4*jPCk9 zlS&a}{3W_J%>zVoJOmkfR%d+9$X#^a{VlSOo%ed6pp)=tL<+6DW%2awNb{4vM8dT7XA}iP3Ud|h^f@@*j zqZM5q@<-k1sQG$XWo-)CvoS$0wx|Pv^TjVfXjr<*Nm5giT>1p9hIw zQ<l-J7cc7uQ9X?iPu$OU0dt-B6K+yRJ>!Ck}lOgFw8{G^P!69eq`#X3AV@$^kD`??d=gqk(5p zTew#dM5Z!43<O!k&ml?UamE5(VLfH%46V;Jx0!6$ethym`F$X3MM}oJ!_a3yKMc;P-R{P_r8Cghi#>U6tm$ep0Y)PUu zmcx18MzHgHOi*g*6_N)^K6dzPV_d(R<3RL+o9+UL2N-?;HjmwE-iBnXjfJtL<$4BP zD+Zs7%N|vlOfc>F5Diqc`|{^MiZjc5W`+e6Ux}D^n_4z{1KaF-%3$5M^r?!2Bu3{x z<{^l^nEHbM@29wV-5vC!&v>shXzZHmBi>y^=3R?q{BRon(Zuc3tM41`G{;@MrH2KK zZu_b4rhi(01IUUWnTy_nuchd3;T7~M%sAmHpJXn;xRTrD-tS)J26%@-{E3ce8Aw?KjM>;k0xRf~w(39QUm|b`y@Ma_r8^#FjuaJR=-0h8FG|98I7R}gdo`vkk30ElA*n97Ls z!r@@xj(y&D12{}Ar)}_OQV&5(dbxBeNGfr7ZspNJInu}$TW!19wnv%YMA=@C_Kfy* zyA#v?z;ygXs}yfb^P5y}wy1Yb3Z;B2YW;}jCKTGbS{T>=CLsbA0bdWPI4lMkWsH$$ z?s>$3=tLLOOp`7R1<>Rew+PjtLN+F|a`wK=PJYQR(3j}O-L`c8>Wn~rZ?V$9EBSw` zR2`Ro9NdKo(I|18J7Y9t7FDMIkwh#mUR@y1 zsDK9PtSBT;1#X2gT>=n&M**CF?o*0P^q3TL#Qm~G@D||j0f|bXrblm^E4wz_O!sO% zHy2jyP4%d;nH*>v&?ilX!#$2!S1n4t<|f60_%LJp%0Fo%{Y2(7E%f$uF2-4(%JcVb zTc1_xRFv;-IUqB$xN=J1EVs8yM|n0-osu*8K*GoY5b^mk3SK&7kZd|#Dgq@MmO3-D z>OL5hQp6A4xPkLNsjP`SS~SvH#u{(4el~2g%}iJ^`&uY$Uw>m4AJzvI-UBRG_W~MQ zK)UHsCihT_)b)rc7^F2tdt}px@wn)$6~Bljggv1~Zgk{q05_efOkYHATA>gyv#1&i zTLBxM%6>+*aT_JsyQ;+1$8{n*R%hdB8TBwAkRMOByp0AfemwpTov@e+?lh7%E|aRI zL*oXi96Y~fr#RpB!cgB{Mc+1-<;=vAm-VnS2*)c;00?sf#MiXZ<299=ZvL5AC-?US z4BIglzBz1E*X`|G5!INpX9z)(vNk?KgD2O8gF~l5XJ(GC-9l(ac3nrCPu)# z{*Ad;Zlkev)(+{i{#8cl$lesk_Ys-ki$m08Xao(oKd#ZygT+ZKi_A zy`1-#%D7~nmG|OIIvhvp;uhRI83XKys*4x(VwLQt^>XZ&dV?dXg87+lWRU+U2IAo! zma;AuA0{$AVk`i(o_VWz=+Y`Q%?fy|`GCkT9Ii5}60;!7>v{~ltW{Vm&bZ;k3DUEk z+y7UBhSkNXg5?(!5l;N=c*-35@GHJgLD1vrEN@O7kHK ziy@wDE&P4MX@g)YXrrP2Jd?V}w0&j12O&2JEt-}z!;n$$cmgy;ooI8$4w-Y~l6M-Y zYxLOrsAj1-E%V;Jxy@Ch7pBaWt}e`0$uus~EgN#gu&45J7hmT;d6Ion7Q6Ek*tdqr zP+#K3CGcSgu;j{>r^KL(CD+_g&O|1$ll9<{1OpeZtub7ju%d8&M+B=CuA%Rew`_Ht z?sy?bcZ`Os&|3}rJIaG7li$?sEG&KqfKMYJywNV_{xaG6@;ts9b7M?p`<;27iy%ca z>yCXLA%#T3tuqo^IU)j;)m1wx2gdYy@R5xA*&b-{O$7vpts;1)6GATGY=p5>10^$G z3rb7(jsFf@@_h3xI4e&;WN&BZVJ2`=RAQ`z8Rh-W&0t`8V(p5OUOy7OqDXS-hS=Sx zg&fCN?+LpCY2*_vFe}^PRZ>NY7R|qP+!ciFfK@KxwG5AHlQ^C2tc7LYFzlXt6A5=F zJI9xe!&9!6Omph4iOzOzI$uq)s)Fxd3Db3|Z*}C_rz}6qX(-zP9L%Tl(?B$EhFos} z`FSmA0eU#+%^zgT7*BP{6tJJF+yO_<^rrdgtWJ6@yxc z#)RyVKK+IIbStDJ1Tgn-P|Yy>z5BobU>pvRwS%-Gd+t(14%kY#?04V9qk`*7l})( zRpz5U^f*}r%=8mjvnuYt(E<9~R@pqb&nrlU4bDiP z9_Ml7b&CidoRyqbg`HS1Y5 z8X>Y6^^89>#DPuq{dX+q{MxTR+xDFrxEBBslTFt|F0rDqST_J1UK)*bO+ z2)}Bsx?a)!ipj?ofZULVnILD2>u0`WO#Rsh(FK~?U;>`WM=6g$XDCKl~ zQc;nsCj%gruEmB8LvPv9w~C6U!pk)XBw8KGTlYfb3zV3`=AY42Fpm62uCzNO9% zDP--UpdGGEcU-jh+0TjG=?F1T8G93g4|#98m1|X#E6^$ufXKY0^35?|ZrNelrG1c2 zl>vqUm!VnX8hZDr((^XHQGK@n<9tow9`P{FCvgJN9m9tqG0G<0m!N-3HnX*??Bjab zwO|tsvU5W~z5=G>Dyb3iDce`VQU#sYN{_cWO8~VtGkOAcj0s=}4w{)n)FfjNoQitiJ;} zY61~_zfaa@*(J+$f*uWQkM-EHqPAWVlOh`t*TjdF8DIFYb{e-E`uU=sCTmN`8g%pW zA?pIDJ#k*LXTzR7T7J>6eX`Fv5Ms9Y_4h>(Y(}3~K0({=I(M~<+|V}j_3Aku*joe_ z+AB?tQD*(U4-wLT8v@{)9aUQy`fDSKAwXFHd!Vb2OYlp8SP8>QI~BjK9c zBv6byYsOsqN4Rc^Ytb|X=88!_D-_db*^gejg$5Od_8GCqWDJIe96sLPn!Vk&dT7@t zCmq|X?!<6Aj>~*2-BIc2I_pZ_3|ABhmkGi!W^&|l=7X+ftXvPQx6(}b+lQiFK`y6i zET%mE4`1&d&-DNPk9R~#I(tb{>4j1hG3SMHD5F9u%~B4@VL8m$%sMzErzFJ8A)=h- zyo^nyC^Cn|Ft+44!yGnabND@9ulMKm{r*0mm+$8fZai;p_Iy4ckH`JGU)OcNuIp$N ztc%sI^=N)Cxf|1`6sn95ov6xRGf>9R*Z@t>A6q%5ilKR|s6OL$)!(sTT~z@Ze6Dr? z`TmtiAOKn8i7k)}@n&`h9p)Kw0vjj2lRl0HTCirYlI)G^+VvyHH-gxX@1C8BaH(DS z^1T&+iov$E9J@q{t$inv?^1@K=^yQwzyVz^$1<>S)j+3GWW-G&DI;pRL9+$G$eGJ5 zFlD9@3HRwc+l%TL`5(PdotkLn|6La%b6%Jh8M8snt9vHR)1DCMy<9hT9My_JeZK>~ zMlS)^PNfeM7^3dBNhf{Fd&;t2JZI&=t}>lJgYiOtt5s_~G9U1Gs{BceWJ3Lf>S*#}m8d^R{aX&yk$EWqA%LB31{=SLe>1HEk~U#<60z_*(*D$Arc9%LrQ9 z#i94MrV7~q({j;bo6+JI&G@gk^3HYjXf4X5@*wHwEm?bj2ywK5xpBBp`$9H>c$N8> z4x$MTsp{Tfpe&)`)RI{HzBIF+OT4fyWJMoI~Tu#j%0;qX@`~u>Sb8C5RUE#;y2S@5-I+!oy21= zbGc!Fjr@F>nlgg7WmC>3IgL@54kC05{|cZa12;rzJpJy6RNrdQYX?bPF?DvKkf#cG z=7buB{J>D)PQcw;N~$2cmN-9C5|^v0iO+}bO5RbPb<_rW-P^X|(eMSy0H6#^*f=q* z*_Nsmdgso0-oio@0B%4cOqFCia4czZ_g|5dy>owwr-9jB$`@}NHIjb6DYRwk|320& zyLSzXMs9L#y4oYEcV`KpFRL7@|75&8E$ekp;@5eJ%SX=6R95;%eGCdP5)7ujSbD1hn?uctp~+ExgZVo*NgR2!;eUR!-2Tplb-~n$MNK{z)s9?p z#Zj)mqv;c?hD1IF1M+PcJUTV37Z&C<0F`yw0x|b5Oxo_d5FS@!q=X9Nzy9{~! z>2PjLo6|TN{|B3qeV8rsJ==-&8Z-c=7nli8Rvc)dT5UMAGfy%UVhXEC%IY9Ha{?5f zc$*1O#GC^6J-Z5@+$Ii~99k+25ql_juv_R`>A{eXhUt>E;w~Rghl*eLHlS`Yov199zDn8Xen04^$1P@BA$WlL8Aw5LIQk_6 zD?`d};&_O%&V#dPq05i-+0XTcCa@Olt}BN&ZrOEy!+-yFBzPly+;gwW2N2U9y-%;X zsNIw`nyfUI?%x&|DjaIs(~(TmZ)qo90Nw>XXX`;BD&8)g+`AnEuNfkJipz)-+h6&b z8C(y1MX@a(X8Phdua^#w8*!^^YC4vBGS@O}Z{AGsr0Spi!J^dlt|n%l=@k65V6`GK zcSXg5wb)UEo`{<25lF3ZSqd$jVoZnHlS?_JK4Ao`zOgfbnC`O=ex+AskifWpW2W$6 zuPW!Q;cvSBXC1*x9~l)cfuXOJF?5SfSY>5DdKP=WT~N~3(M~hGrD5OcXm77oGx{=? zJA+)P$z;~}0uMn{nzmpGOY+Lnx=H%|S*C-6CG)J2AxR1+QtCueN}|_f_QJeQQm5 z`lhrbrb#2UtRs7nZYH!b0;BwXjg%#nDJCW+%DVem{TKrWU(3Kn#8o54>Ze*21cEm; zJ28$7IrHv4!cl8UMa+~Mt(H7$9R}bU`H5-Q)Irg@p})kMG-C9Km@TNac|N# z2zQcmqb7l(D)V*P$5dH}=l1*I%H;>oUK~fK<$W`OabssnL+>6OPfLy-P>#-hocjcZ z^QC8lpx{obq!Dp}+Du;dgJ+T6^| z#4BYL~?#+2>8hP=XsP9+VUYqCb0)AZzGSkgK{Xi5_i^+j#p&6kVmrN2_c`#asP&xk0A$MfRbDG zi{C%E+84IH2Db)*9s?=@Xb#&00dYm5|AKB|x;d7lnlP`Hk7Pca4L`;^?Hg#gs_Aa< z*j-4?Y!{%;lKs&ic~sCdHon4&o1R&SLJ1$}BKSOWDxQiO71220fMdyVysUwWcZuM>=T)R(qxNy3wk~)oy1MgS}l}Rm;EErmIl9U^ivrBHLPgmL={O{=d_ah(K zx-r;R7Zm%3t9-pwwQu{5ofpPM%)1g87>ccxPauMJ`{{NP%gc|YwiELjYlb_c@t+1e zg3plsZ;aR845OrO-6u2xbg*k7MWPt#-?!s=D|LUcMFf4Lv0ioTJ2}^3!dhN%&zRTI z_~qDx%W2DF@*X9UL6GKmeb4raaZF&y%w=Pr_PMN&bQtsaAJtMm4Q7WNW2alO=lvK2 zIGjB5gjhd<6@kx%QE10JyH6okGg%=-O#_|ZJEB;FM`v+p!*n#>QOU_>Z9mthSix6J zTnwKfnf&~E|JCYzb4IhPUv(G_{E52_GquX*_231tim^duZ{VaOE!y9~65pq;xGql> zPzvo3F1jYLTAH=Tzb(~<$NRP{XA>Yja__x{-joQ6gNDAYU2j*!(2M+>P`Wkkg3nT8 z`bqXl)Wq71=U}owq^g1)D~Erao$&tsgjwR1ZzRSKrY2?^W+1U*#qr`^VS&#R@zauy zC5~fUqU70St(6e-ZNYEh>AUNhLgS+Z%haryZWsXi=CW*#Ps8yU`|!$gisde^TWa^^ zG?VGbO6bE+3}y&wvA%Kt9&tzZXOh+(X}f_h1hw zn6Ugk&CE68mRp~(5}cRxkA<4!ooDqmRMtpGKLp{WKe|d7ozofKA!Q{#;$+(eK33pa zkjGrzuxUkp{{y;Qj|e4cDMQ_4*ay_Kv^QJ zU^G$V`e*+vY3h|;VZ-gZy1On+&lP(Ep!uxbVbcMT1z_3B-g~*7;`QB=6Yf038PI2S=3TLq>nz)|`p}_o zF=`r!ldJB+1EUr!{p$YUDKbomXljexi4v44W`&RShm(!d?2s*M$SnBGW z4Zo75Dth9Bx3rj4zcA_n1I?L%^oO>Y5q-P%8(O!4fie(IZq0EHTtK%G< zy$T^~>TzB@AF7$CTyDEX;0NsZ_~N&o=*{NVAytAq+@Y#ssT4bHyS2IY`)=QdhwVH) zT-lwoW!si?Ui7nxQBQqeP;$u&H5Lp1paLRS*wVZXirqvc_ogvZ+XXz26F=Gb z`D_BvPSgI6mT#~^n>%-$6Wh>NWTB;;`cT~Mwx`X&1|YD(nRI)FUY z#us>VK0Dt8d!>!bPJt?k1n}CFLl8KzX6H}@Wiy#fh~2s4@S($h^niovxUyvi`dUUt zdS{JvHFUMRm7h27PI5n#DS_cWqd^?|E{vnEF1Hi2Yfsn?TuTulEnl(m4g{x(feqhQVGCTleztsm@SDyQEPRTE>(qZg$CH;m z$Oec0>S?IW4CXtX?U>8>ab@%lMLH&&G-Xy+vEL^3yaItExxw&zk z>GyRABkqJP;r>b(GqdK&f7=nui)trgCx7&+WQd{SYuel3hK z##25=uGoQ5J*k?WpRrh@X>^!N$vVWYo!zrrxU-E5*hU4G-@}JqgTS}}E{=u9j7ckS z=U`H!DAZUnjw}4R;K)tcnCNrMeE_uv@#kinZ3~A?w6VWxy^U3tU2cZ{4F5!0`!)nu zJT+s#m8fRhu7}lO4`g`knmp|;?1QPr3i3Xc8;sg!Kg2lB_jSR07E|{2mSz8#`BpZ# znphhtw3(LG?O2-_pDEojWj96gdE9i=gyrok^eX&=U90^#f#Pe*sz?sduU~QGBECEu zeItPp7mA5X*MC@R5r-Mf6xU%d4n2=UYN>fIeVvw~^>qvkd|lc)a>NDleg2ChPxUib*zymAo#kLMPHw85M0=I+v3x;aC7aAW| z$x(ft>67P8wqa}*q^#t@0h7J?l(l)BSiGSAn3eKeiO-E&SFbyC*wgHY1)*14k`U2p z1RaF2f#DY6&-X7BG1!&O+&}7g&!r$Wk`JaI=p>17@~tt3a|2C*t9L}w^<=@@74^gV zA-`YTU>ljz$*V%sTew|4jEIRUHj0Zh{&|&b89S~eg&y!fKQ1@6$ppF{i@3057&3Se zcDX=qzTBcm3f+aW|Kmz$&*?lQ#cQa3-?9a3(@u=~0Y!}X2#;Fz)rjo>a2#DMfr*sB z;5W&#RRJE^8nnhy;o2jfB-f;<{Kx#sbm#)~dNrchp;%HfluQp|&`EcCj#o;F;BRk;UyUd?yU%29jVcMF*^`Rd9tLha{lJV()ndkF9nXWGAg`S$VK zr_m8_TP=u|;n3d1{nHYT@JFb=`+8UG$yj=A$-|Nm##`z)i$>YQhYl#lMdCjtHc&r) zKkA-^ZD$*HgUZKJ>4%wB{&Yz1;G|_o#L0(vSyHktB(|lG*;|@Bg?F_d@!RrH6jKbW zAt=;7f+90w!UDny!kt|7%E$Qnm2XHSb3Rib5G*KM^=cxI9x(YR2O8#wVqeG1Nr|j0 zq(WSSL6!0IXWyu;3n*n<`hj7qd3F7-HGZ^mFZPgbLw5@)wOOXDMltvB*UY6V`hv1{ zr(ju}G@xzGb^r*CC(p&G#`povq@}U7! z#hfn72#Wd6!&57()e8NkqSOKKfdIeU>XVba$kJ;|Jc(bz=EG(2oQoTlr_&aM(SG@N zI%U`RFicbX?+hwayn3~%I{z?cwIc@|fA|ksSy`U9Vv#pD(95Y1U<>~Ax3hFcUcpKh z-$xKH#F+iBySDXrU&!S=(5UOI3TVuqe~_flB+r#YV5fj6!Z99{;+I-s9znriqK*)1 zXAJVoO~NQ(baFdLUC)p_?+)OEcQb$!WViXjY^yv5Z_BWCH`T9US5xF=`U47>xfb4Wrac1r~odgUfmcTLO4%Y{&I zx(j*XRR@{bwlN!i6nnWG{%=b2antS>Aa#yG(?q@ODTj+SpQejJIjte%qOB&Z`-WaX zvyne}t%w&jhuJu3%!mbS4KkP2am5#&UT8KR5!OS1SYs2Tnh8WBt~0{N4Z*Gv~{GFPjm~lqT65#tDk0n zJpcaw`yLt_FS6#vW9QeH$QDIuqd-=WTgZJg#zX>Tdf})#iy-W2IKa|%;l*}nosuSxiuDIhY*s;ZH|42HHE`2o@I)%=W*nJDZOhAgmeYYce& zD`suDv+^B+-^o`EMSqcn+1`S7{JB838cp$$n8f69TiWVKBG#%<6BHKhyvCXpp>w)rW?};ZaYeqfE(s~gpE%u0jmM7h!deZ>bMG^o(zCesG?Y4@_(|^Uy0gtiZ zQC;waH34@6h*9j=@dThGYP*H2EE9R4K<^6olw)Xe1(J1i%*BMJPcU4&onJtDFp-*n zaU5r<#FIZnwMyzDrimF`$KS8cV9Nols$vNN1iDh#aWVj5VboX6e=}WMx}U!mG=|EB z8}U}m%V2pl_lSWTAgPEI5RH7w_*1b*mgg;MC1?KwU7Dw9e?ooUV?x08lb+=U&4NTE z?)sYUiAnua*w3zLXYVwxwsZY_1@rzX5=OhdvY?=#41G}$EJNnMkyg`(_vX#b&25L8 z%e3*PV6}sjN&^a>>1|tz^m~)_Dx|#4!{WyBE|kq88;ie9*u^*Nb}6RYLV(p?9#L&$~i_ z$-!LXKcSeuT->=`6uMo=yozyum%LkeFyzIFC+jUy$)h?p;{_{h>OL$H*H_M#9XUw) z0#v$yRx$xD&*5cAHGLwHy}s0iLB ziH3y)HQ7-7W|E$21ZlBx&8T zC^#z?$Cx#q_$-b6t*v$pr;o)CMS#(wg8*4q+Eh%)` zu6pkpIBGYskNYEJEY{H)VL)=#>?W!|fK^TQyQcWm`3=Ff&w&CK!FJwL5P$>#6axKF zFxVi?TxqYC$p~S0D5B#h5AZ*KK1&PLBQI&>mlc!+-h`MBz2!&aShsG%$UmhpFcx~a zeE{}BAlb%6%_a;cHejAdKl0dc$WCoM&4Jn9)!!vRv5Z&<8oISy>N3!1>U-Jy=JDj- zA_wRiq^*pIejPW-hr_cm`R^zWHzU^Bn`fFf&53#53sv~dw7cFVP-`Lkj86b>@GD5> z!MG#ft-NhX)`{FH4>`p%L{1&d&&xwiq-KIMKU%O(j(v`%wgHZHQFiOJSdFv0Y8V?2 zM(~prpZ0cW=IQU$3%d(scdnSS055a-$AaS;G=gHB{Zx=wHzkF_?f$qr_0DI8 zqwq~$#h_H7Hhx9*a-Y7_^7Ir-RM1nhru&Js>&!R`0EqF`oaia+%d;mk?G_73*KxOp zAVh-5=}gt--yyFF{y}@hG1|YPFSkTaxY}v51M^jL zPksh^0bn2@?y9Fx<4H?#ZE*n$mH4z|8l!L$de~}D zP;eh)lirsQd~Vi-%wCkKTY4g0bh~zLu9}*+amk8>X9?Tj;Gi*60cD||A|oa)PHyAG zGRBsn-8_F!e{YFe=IfY6zSDdF{X?mz`>PGttEN&0c@2tTp=TAl=a0gLCf*;AmYNlo z_7wqojHzyjWWSZ6_)g`SBaH&N9CZ9tE9h`{y_G0qrT#&l=eSW@0iU#X=Ps(Xyk;SF zHD4CHtB|xa5{jcS<5&h>*ryAI@1(kxc4+L>6DW;2(&2A-@87MYpw`_C7xp|fWnFj* zEmLML40CL`fNiEe*@^Kiz*i)z`R=R_JypiWx9M`d@<}AUGN50&*Nw3qQEa^GL56LO zuaO*0f3J|bTzBBXIJ#-no6bUWc6M2?N*@`^SRD7Iu|`KJ({2>BMgWMf2z80heaWu6 z;6Ob-nRHxf}3&e2k=C=Un|WF72wyHV;Tr)O@MoQ3j1YVqxp1c6H`D}PeW8;3Q$ zgqfyZCck|_i1SYvMn1K~YOI7t(FpIO*MX2nj}ji$ z9c8>!mp!mt(9KRhK?m^zp0^{1#v}uCfxvZ2dR33EUnQLl_Wdkz)nWXv6m~(u$@~oL z^qE26Qd-ygc?n5J`c2nP!QdP!u=uJPI^`te4lYh<2>oDY#Fas`12=! zx&k6H=6~L?%&}q?Hh)-Q<$_aRon10W4Gjd$E`qKEEuA31QS$t5fI#}vIo10EcI34n zBCd8vLIn-NXb+giiqlzk{VU`3_W6)2}6WwAKJVnSsDO8^Fsv#Ek_RoN(-h915Rf>^R)yEwz6`)T}B3}8e4n5O1xxvRD ztb|=9PA%v|Zxo#zW65-hvQVUv)wZV)n56JjYN!t&dr0(*ZI$@>?i1lVLL;hrs4`o) z^I@Cq>x9_M)+**Gc=OgN_x{l9G4zlH*>&t}*0-%d@Blrp=kXwrcx-t zzoJ29rYAOS>9Wwa7a4Y)ljKkha+$7voSvbrGx=Ecsfdunr!0T5mt#VXBmkdY8C7Kk_02#)bqzMAaB zjPSlkC-ZbRD@U5gAJ)Bw4-=;OUmpX)B!f#S_iVVQOj(Gr%&{1k3fm+I-ja2uO@7)7 z!VMYfZi@-v2mE{&1IDyU0ed>|uUM=(AhG{2V#o}A2)6}Yy6?4zhl)QsK`|?q zamn?Qx^@b|*iiS-l&M_zn*R5v>z=BcfS9FVImxI?d|9@cZXw|J<=qJpxxACl^@XxCzHrY!iLgsNZVW1eWxC=wac=C$8(=XaV z-xDaLt8OH|rPy{Q&;r8vYNhntav_kI=2a!`1=j zGu$o1tzB`;SHolb5b%SJ@ss=alZ|~XhmHXeKVKSn|ATQ=)2@sRHTV1XbI+IyuLGt> zU576FJ!b!k1*^SXkan7En%Z%lW^+gpbNS0W)&{(Ju|a{5nOSUlCgeu{Jz@vg@HK40nc3?kFtCQDE1; z8)^np_~PQ`8clJBi!c2?Rjh}0^+AoLI0b!`m5bITR{+wb68$FG1KDtdXNuans7g@< z--?BU*N0Z#yNdJMKIOR$<3Cn%9yqzXYkvcCyG)!IBTU?4!4c4@+#`#zylt6Xm#XP1 z(52ibcLeAk@y>g8;a**>A^^GliPx{9NLZ)nBV#&a%I}8Qednf1uYT5t;!FA3k6nM3 z234Ef;v#zZaiq3_>LN=qGLnE?6Ac+z)5cV#(d_GsPD z(BAiF53TD&*oK~!5?*HYyHB1!QQD&2cG}H;Twe~=;R-$ORvQc0!tX4}xu02Co>zW8 z()y0_Ey>p27}SH%Y2}oC56;L>f$fxBXZ7x61KG)9=+e`!@VaR!XWVYeTT1oigZZW` z?5W{)VqvYV71tn5H>2Hxb@B26T?j;KTR0_&8qCSdM`pAsV!(*jf<@ab)V(g(;#j(mqICv*4WbJt_MslQyWwJW9B zgx5wj6}1hrhnrpE6fV1=#x6#a@OjC3UjV5By~Ni{bI7*Kd*FS)o%#zl-sYJ*AW>`< z=Qm5oEpjk!1UWx($Xa@jCI;TKKxDufgIHir;Sd;@HCTFvj&5+Wrz#k{Yp#{Cr2YEB zQZhEV3)Ae2cyqhSYGSG4@1?Xn&y!meBUs~Hk zMj(GB9xz8ED1b%e7OHa((DdWY$z^zb$nV~d)R1i$IB7*Qm3mRWc}xjAG0}>7+G|z8 zR*p%auw!@wC_NsZ8IuB{uQ(S?kS%4`AizLuva@0k#7tne&3%}%=hW*^m7%0)Km57k z994I@-z4(~a$lNJ{!nEvg@C5FdJTGvAo8)LKJ83*Xs-?@=XSgoCu|D#3gH_^M=K$w zw&3~i_%FE^E1#`*=FUHs_>fIFIfH@(0(KJD&}32ad$594#w>B=V+(@uO-{+T`Lg)}oOPh}1@NviRRfjKX2x&kj{eeJ6}ATbdj`VTwLXeFjH_lyavEqY}xep*Yu*Hf>Lj@ATwRl?g~Gv5{lMOm zIBW%e%}$O!sFc>Nc_LqRuRA84R8m(Wb(5MK1F6ZX@FC&Pp&;pPMG$CWIZ5Lyg^6Ab zXxbA{lGA-Thuf~SZjS4sB9JsEB~Ypr(JMJmY{>A*-8B9B+28f5KNBb#ys2H;-1|?m z;YgblTF(t|m8i?GEFYPi%>~Gue(L0+op;k4JD)dg-G7OaY+%aMBDbqy6u(HwXPCV% zGPMq#q#_64l|{#iA(_m%m2Zp9s^?cd}|qvy<%foP$v zB5EG=tW5$7c#+k=B`{6EHJ3ajHJk$MrUA$}C-nI+AWnp@SXJlb=Un4|CoQD4Do1Lh zn$c|J6*0D$JOa>jk+~>{`>Z8D#p#Znr#m`y#WC#d6eH|8UMWkp$2NwuBmJkFze@e# z4IrL6&u>~*bD*tMGyQ^`r6B9LQEj#N>tvhqbPvZ>&q69A4{Gn|%i%1<^Vj9kr*3Qn z@%Zt>Nk>*ccDvoYv&d+tEiEL$`xk3~;IyOD)xk<4Q7uj%5B+phgVG&PP{$*`w9=mAz++H$hl}AlVqE2Y3;wKk}?Vt%Z z+#eP!8a-)B5W-zFl?F3M>pQ>g{!t^HzNiYLhN!2!r(+jQ9duh#)C2SK@_?a|^>c4U zPSj3=d9tG$YKeD>8dssE!$U}>#w}Dyp>4QfwVE`Y)xf%zWkOCJ(&n+Hh4VExW@zw_ zip`gg6~*+Ky+T#kHyO5Gtp>G`zP4Nt3-IGw(ELKcGvlj z=RYa{#s>!YhaOqvmVp^T%&rgB)kz4%$BWvzdeV^*x(W}Hq^8ap$!U@v+x zI(E*7ah1~+Xjt$0a|*}X-MsEnJvx73WANs{vN1CPl2?M>+@mzik6*Q?5Ile z+ad9z{QQk^xqWkhM98QXggvzCk}ubA)DJX{7Nx{jr%f}cp*B@c{x^U{ih~?ebmM3 z>>U`+PcnkW9i7xN>KWrPHr8=~QUpjUrH4Jz_(#+4=Y8{L>Rv$OVN3UtJ@g}{8|RbZ zE=<<>^LOH?wfM@QG<4(?jM9^umPXw)3|s2NsLwM}xdR%smVwknfZ@P@r~?~!z|1P& zPx~|yHI}CzS)ajh1=9LhT!Hoz(lO^~cH}EROUWPkAGM?IrK)FsUGh6*DM0qE8zkPa zG4_$=xaZs{*!&$(NI0;3mr=}H*RCHpSa-mDoH2baDuE&r$UigeB>q(Z z^!2$b^}~nL{p}+=JFTlTWq?t`CM>r9ts{Sdk<{w5-R;NGOW9Q}TVG1pCJy9;4;-XN zhhtWCQS18m*Y;bSzO4&}?#PCt&2hAzpT7?E zV84C;k`8De9ae(xQNrNO6u zb`^tUw-#;344{$>Ic*{f(en}RZre=`!nTVh0R5+Rr@r=6YAPsrP>#^55*HVbY;IC2 zcUShE1_CX1E~v3orLC)0Ff*YTOhO{^ z>V0`ASl*Mm3OPG6zn`fXw?~+qoD6x^UWPrXUk3LIS{!qIyTAA4_bBFU_K(6hQ)g!# zC(hZ0e#p(6dwGMj)EpH-*}tDUxBoJJ+u3h`O3Efv-b|>`Nf+F7&4urgQSbX#`OW|J z2_C=MrBc~WmqKlBU^Qlx5HqSgRx<7Fu4`L3L&o*lR*_@7H1Ak)o?!YkmZs8*uQDg1d^dTVZX2No9Y4cN3lF#?;=(N+5ZR4$^`qKxb zkKYwJV3)+L&CLs|Pn!v!mo3o1q`B;qG2Gfq^1!C zOyR9jqn0+82{%BnDs)TK?tiH5Q2nOF$FixwRbl)_&18x+m*ME^!pi7hQc+b`P*pu) zsF(1aqNkgVDa)-3xqnhW)Wz?ds`*UZn4kd&B9Q~lg_NUFdx1EaVNlO^m-4c-qHmFZ zp`>?OQ#Q9sfu(WgoOYVz0wnYgHV&ZYZPEU}r0#jcT5R7*`a|f2eRFE_^>K5|DL>MC z9D)NOsr^3;{(qk6anB}z+-r|Y-C5x_JaGnXS%|D9op;zT)-pwv2sRXH-P`ie{@#$T zR5T+L`++;0&_VgcwTg3bYEI$P1#y5t5}4_SM&XFo1|r9``!^fm2;SB7R_Z zoz%YnoIuTE4PF95i0(Xj2deA;6vRY7o~G60E~~;wTvsvuzgbTWu7gPlX0Qg3oSpXL zh1)%ze*Q(1vIZ4N2Ca+|RVII^(0I zjxavG_6M)3KApk08!WcW^1K!SS6KJh{}&TGg4if~P;F1Wvtr1I^}8p%StHEdpPUtg zT`>%g%%>TAx$4{dH;7s?b$=uEc$j;8+_T&9C1FBqWK6A=e>2Zl=>T$KBm5BD;!x0ThJ+mW(z`kTM_HZ5^K9I zu=yV5^-YQSQg}!&jw4~ z|7BBIK+i`+0Hv2w(zJtYT)<2r`amhW0{gTD5=lw<(^m|r)W0~+7(Qg^XB9@dSC*D; zlg)(?VJYm}Kb_ugI?BUePo4j}+!32g=+{CPxI=GnGWYZq%Pr6Y@Wk}BDj%Rr2xC9w zuLUeK;@Fw}1CZ-^7gj)m$li95?Iy~&WJD8}`TBUH}gu1t; zhvqx0;NTh>*&@CCW#=0phmpqsD+0m(cjm&-rfwlA0a8x2k$>*|-`IA3 z1AyK>z|pw2wa&N&(KgGc<6;3}N&?vr{5fN(@D^D9IQ{ynnI&d~APmn}Qi35Hl|>g{ zFgR8^P5AHcjot75e*LUc?CYG-)zw@-94(uhd3?Xn`gu^zy`_map?UE8<7oaU<&&4& zr!a~-cx7T9JB!O)ybtkg*jfdJq|gysPEJm?y*JNi!`m&K>|cAz%@jPjO>><#f91Z^ zxT=@6-cA2=P31ZOdx24~#1puYvwbnkNh1wryoqjQEvZVcrqBxyAzwxKv^m(r@H?dCvmBLHAgv<~TKSw^gufYCr z<^e!3X(EXMFGjIs4kQN0e@~-E5UVrm7jyO_x(wgGeOt4PbdxxhACR#+ZXF+BL|*+T zjqyi-5k9=Rer_bjn61gIb?x^{v?UnU3sTiXMyu=l=le6DOPEWFi>*@``52=9>$qip zx1jzyS^DoZ+eO(CK+kTro}T@mXScWrXp>xrEUjiIz0LO@M-!bjzgBoT?Cms2Bnd+XHa7UlLEGJ%wR2Fo=35IG%m40vICwg8 zrAa6~A~2se`{};W7bipzM^-%lVqWa4(?XA&SU0)wUsj^xsgNUeZX>= z{5o#7g&|h&2U~s&zn1f;;fYJ4ch65aqVK_)x#dj{^K{KqK>7iJe3tt5avte=(TNE* zzQKfL1Jw3E+!#(#H(Y7?7je+3|Q|o@UZ=9O<5_gJv+p=HW!@lal23oewWm=%RQ{ra>nyk9wdx{wFWZP zuoj?<6)-S~bT76%HKsakVHyB%Kst;yKSYqL&N%zqp-6xKh7^Ys!83LyNGpJN`zpOR zz~dss75AM-RgPPbM-RHI8?N>bwSgDrYzYQSpZBV_yvJ2!OkJAml?WM_dbf&7Nu}&m z9Sh9K`qh2BUF*cXKIs3t781u#9@%_ZckZX$&t|Fd&p-u{AaCSIl&A$D|pEy)1|S3Z!OJzCWHUN=_3s-6XYZ7~Z* zG-Qa^-QVHRHt=ezBQj)mHZmi`qUdl7yvfCm@Lk0zQDd4?D^r@KXFT#bSwv5*6L8IY z!jnFNItcOy{~xa1Uxw>(?pBu%Cr#g!zHso-^x9Wy*$z0uf+CpxFI5h1OHtm)XS01c zFXc-r1HUTm)-GCJT1(9u(J5}K6j8mBGQ_t&#D>GcGdUG{Tq;_ngC_AHVtp#hZ-{v zG+O=EN)Mfdb>A*qK$@xMsmaN;Mzf9RMfVmBFFr( zx(cR&{nhfK?EI161$hNp4T`+RrykKk>2FXJNGG?pCU~cn9MMX$F`|mtvmaB6MIY0R$y)wsk=RY9* z5Apl|(X3HB0Jlf1gUn;otOS$YsZ$$n_<-)al(x=gB{V6uc$+J=XuFP!wgE!&2O;IG z?{S7BJL0@$ym`^A+gZe*6%uRW2Kjff2QR}!0t3iCM(=G-wVGb4R03PZ@h|~nL*OM5 zcpwC7#N&(Q)||+6@HP+`p7yK-|73vLvlt-zar8`;sc2QGh+P{K4^#-X|C#xXIEcMY z0Kb+(tK(i5X3^zh(hTzHu*Lyo%C)YH`k3!%d)Y4SC)P(F6H5HoPs07z6K^*=ACWNk zIHw?i;-@?mw_yP=YSus+ZG&q3*W7f=UxjkP|6gO*9?$gt|Kms`kwUq5LlQ-iJ0)^5 zw`f>%Ny@ZMF0))l6y4B8QSOP!T&7_dHk~etT<5yEbU3bSTQ1wmTz(&Y&pD6t_ffgF`_Y5&n>Kal;eyRNIS9fjzX_Ly4Blzg8 zB}$0M_YputC06!1n@*j!tCR)qDCUrUZ_nX+_8y7mBnA!fno?AiWIJ9CJ5fij#n?r_ zrl)DvCr3A-SH7vPQrdENsj8-Pkx#YIp*9t?q29=F>eyuR*20oNCFCt1kE8b0yYry82am z`o?Jth~8ou9?v0K#lhW_%)RJ8X)P%*9R5U(8E7@q#_JEN>5 zP$K{{5VB?r6!zDJeE4pYVe-Arh@W<#|4g`W!g{5Faum|G#t@Bo8)jk|wfBf*A|igM z;$ba|jP3Grr-wkR&z_w-xF=sRR9%B>JZNWB&Ay(%*fMoWv3+d?SVJ-T(1!iAaeY5V zcMZs>o0rlt8Zp%$)G(zu_RS$#=}^#14-ZQ13;{5}XK)Hv+UHfGT%NN#o4$S}t}V3T zqZ!`pHBx}LLu09gSBJZ|7u1V#t<8gS{G569EWr@DGj`EJr4h|;-Q+c2<*$#bq+lWj z5)>8_L7XqF8Xi7s^RsTFWGOvCbT-9r1H67j)9UAbsGPy(fv{{H*R7eNw0Z#i9S3UN zzwH|iZZ8ZsS~@FwUfs8rmz5P91GLvHr1xS*pV>GbO6o+@`zbNw!+O^^n+ocjtB(zX zg5Z$;g{UXhz1c=tj~)%N7a1^F9ws#O#lkC#HM1f@NMz!4@d1ucd#>r%4^lx5llO8J zRd%NNHq3ee^ZhyAsXRiG(*7?NTZ4ux!sAFaIAn)cjCKS$h9t@097;);S zawlo+iT4iTv}QxD0t)c;^VhHU$txdDj@Dn9!swdL%~K;BQ+>d4*~uYR^x*W&a$ed( zfAaiDK}t;$U~}s<*^R0aKTdK#lz`xuEPa;QJzJ=Z#v zA;jTTP9}>C)duj?!>AAuR0RF|8S|kA!V1`$UN~vfM#j-p{5Y4S5eE(HS&L49(!&gRn(_Da&=V|UFx~YvW|?yKLk8R z4RVlM9W)fi1JBn_#!g;wb%irfX3Quuew4T`4A_JXQQj19C`+&fxwjsZvrT?J=5MMq&@2lvbe-*1IjOjq+7{%ENx^W>JC(K*kv-CtPf5A@^# zNnsB(Fp2olXdYs0Aj}tU8V!9`D}+N}=<}>21xE3P@SEiyjq#N&rU8v~Gho@-65XZx zcP94-;|eTXsstr{Vg*3f_m;FQmoG{tEWvL!ITL+N8W-Wp_s}LdglJi=Gm%sb1JMcl zDLqv$7v@_?BvwIW3p{}g;1IqzP30RHbw|JNxZ}6dxc0THEjNbya4J{&psTO%qNXP>I5Pk&GCKWuCg;uUDe+(wv#<+W4~o@9$~UqvDm#(<4j{8!J-1w_wkhcB;}-&xk~wL7au)Rz~D&n2uS zFqnZ?1LgX!cCKLl{CB1A6EI%;{l`@+fSHyo$rx*o)dHZmg zd@CW9a2s(Arht`$7(Gd_b7GYhEo{+Zc&khRIN2X?XdTDTikv-`W&&8IsU@_lwC@kz zx1_1}T4_bfn{Oo>IB1Ea-Fo5*@r^?dgf}qO3-B8o)A_D$qrg^}?lU?K#w}GHmGVno zx>z)_0{}MjpLWV`}XbIOZN7H&EfvrQV-<3X?fP;XuO zeI2}B)mUPC2e2)K_{NLhUkA09ZOYJ*xN@>LK|Bhj3h(bYoK;r?)Lxo``o}joG$JuFl8e+gOAab3OvU3g^tb8Oz0Fa)+=1A|iMg(>@f=Cfm73@5j7_UXbIK?0F-!&Ot2&1v*3*(%?JX3%#t% z2!PaSf+=gA57YTu8&*%SuWZUOC-a-ipQmDOow3m%_@(IUBr-2qKfJS?7-n@oYs0|N z+e1;d(TnDToAM^##=KDhR$AaX=cL|ahW+%z2*rhW$1?UU4-bF%=eWiZ*59Z z8D%6Hg&0rf<<`b!!=#lo9wh1SuQFx5{Jp#eDT8>*I@1%f8j0gswdQL}m5j54uq$vm zoo8@i0r8Twrm4`b4QW&8R)eokdf~#pvENVZJfK8$v}5DjTbau0Q@cw`YtmpSJ0U(c( znBi;#ab<*USw`X;SlYdAB1{=}S>XcxIG@f5*M{bmKyoi>^lpqYc#a?H*muJl8if_Y zF{hzx;p2T$R~*qvIF34M$lNb#HJ&KnvkA4L(MCQ)7a%g%ExW`&_*7_9`qwR1po`8& zrvVCxdiB_^brp!>6tkJ}E%TD=d)%0hVIr>$gtD2HP`3$C+ThK%&aGHy-BM5{^J8fF zLA;h<Gntri7D#Jfwz8hB(NDuRPP{RzV3AGVNz37>X z*$F>k=HUn)IXZyiy}tMsA6QTFIo`$zrl*9MT5;{J6%DFRauU*S2(){Tb^vKZ4T#>^ zRn=fuagg`=(na?9$A*JgTv8h$k1(=;R2axeJ40}s`3=e@!flsZNLXJyuGDV0_BFhl z14?i3`H%0o z*jA6KGY6D_Wv>+zETish)!3ryLqXIT#0^vE_oHuopqdBo)A#M{tp3Wi<5iPSe!X-4lL8(-|V6Ohl z@+&Iu`lHC*Tf$P89y}F^CFvRL^_+;Ym9$UArMsH2jBeAs+%fF$$+N0GwqeZuy)^-w z1nH-Hr!cOmf1hQNj0>&rS&3R-SUq9y&}yTG#~Kb_4z9+hF0| z0!GWiCEBHR4v{d&+uB{1BB!MTe1VPi9fjACkMTP2B$D~doVNMexGM@Ae~k(w z(Hg2X$`xe{g;WkYBYv@jMr2BZRW8d+j3?q@JyIsbIAr* zPY@yKG{fvF^>A0XHNHMslLHq%mq`f8eWaz@mxj!~lS~QC$SE3}?jc&`*+tO1$gE)X zZ5vvNV~Mp^2x||ObGGQAk%gc!7F*YO_LEJnpW@HN;ruDS8=Tl`B0f z!P#N_Lb{C-`!VT(TP0B_9~J?vd&zjwm#PU9Y1bhlDGeI$u)q*fnem1Mfj9z@NAico zcMq4*9&^~m{{pZlkj-($tlCHH-IdgQ&|#S8IWV%k|BT15`O~yl2c|4usPhk-G+rOWa_s5zR?54J!(EvgvPv|fpQjht zp~g!kRL0+)c6c}qRClz)qd-DRVDDT=Kzx6RYG64NcX1jD-E@(fyQ;|`vrIzwM`Co3@hZTIdRR7?c1jSELHenGT-|1= zR2s4;9L^X_OD{U|t1^4$J|s4+-eoNF-u8<&#gGrEAFcHvO&6!#0@fY6rifwg^fdqUaa^g&um zTivsg!}=ek4L%YZRAAMLQ_D{B0yQ-6^v1ipwT~8p7Tmi7P0GSSZFgUtSBQftAY|s{ z{MZ+A1*t~do*nK1&&S~^Y&f#Dic$E=5w;17ZJyLM%;X=-q~D#j5|q0FEyW0}2R35v z_O783%b|753&yrMOm^!7luixw%T)5pPp2vVKJC+1*FSeDRlAp6ilW>*vg6Qui~+mu zvB1Kl^wWOfN@cNju)Wf~@lP@=x#oxqx`GH4644eBJ9wzVMXSZA;>P~k>V^EH0&KY2 z^(Iq!wX53X?WVcyyM&N)91HGF!R&7mnLK;l-KXlyR)No5m&XU>4bOv?-ou3iK5?Bt zr$N^{4Uc&$2n6~3sJ?W|t1W^?pB@sd@9W_lLv+W_gQ8DXBk*^H0kGt<{wNh&;#`j<%jC2~!2%8Zd)(qiF$~r4lEgoL=HJ-(=SRyx;4F)~x)1+vg2+v4Qn+om23_5a SoPh4_2D?)Z*5xOB;{Ojwvn7iF diff --git a/docs/source/index.rst b/docs/source/index.rst index bda66032..dea9d8d0 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -2,7 +2,7 @@ Welcome to Arch! ================ .. image:: /_static/img/arch-logo.png - :width: 80% + :width: 100% :align: center .. raw:: html From 35c5e303b78f4921fb558cf394e6bb4a3bd73a65 Mon Sep 17 00:00:00 2001 From: Salman Paracha Date: Sun, 13 Oct 2024 21:01:36 -0700 Subject: [PATCH 10/10] Salmanap/fix discord invite (#185) --- README.md | 2 +- www/index.html | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 44c49bc3..2ae57e6d 100644 --- a/README.md +++ b/README.md @@ -22,7 +22,7 @@ Engineered with purpose-built LLMs, Arch handles the critical but undifferentiat **Jump to our [docs](https://docs.archgw.com)** to learn how you can use Arch to improve the speed, security and personalization of your GenAI apps. ## Contact -To get in touch with us, please join our [discord server](https://discord.gg/rbjqVbpa). We will be monitoring that actively and offering support there. +To get in touch with us, please join our [discord server](https://discord.gg/rSRQ9fv7). We will be monitoring that actively and offering support there. ## Demos * [Function Calling](demos/function_calling/README.md) - Walk through of critical function calling capabilities diff --git a/www/index.html b/www/index.html index 91735839..bd646a51 100644 --- a/www/index.html +++ b/www/index.html @@ -174,7 +174,7 @@

GitHub Docs - Discord + Discord Contact