From c0143fdaeedd9c23781878f2d4c46296c0d08dfd Mon Sep 17 00:00:00 2001 From: Ben Bartling Date: Thu, 29 Aug 2024 10:05:14 -0500 Subject: [PATCH] updated examples for csv data source on ahu ipynb. still working on brick method --- README.md | 5 +- examples/brick_model_and_sqlite/1_make_db.py | 65 ++-- .../2_testout_step_1.py | 39 -- examples/brick_model_and_sqlite/3_make_rdf.py | 80 ---- .../5_run_query_fc1_brick.py | 195 ---------- .../brick_model_with_timeseries.ttl | 355 ------------------ .../mimic_grafana_plot.png | Bin 181065 -> 0 bytes setup.py | 2 +- 8 files changed, 48 insertions(+), 693 deletions(-) delete mode 100644 examples/brick_model_and_sqlite/2_testout_step_1.py delete mode 100644 examples/brick_model_and_sqlite/3_make_rdf.py delete mode 100644 examples/brick_model_and_sqlite/5_run_query_fc1_brick.py delete mode 100644 examples/brick_model_and_sqlite/brick_model_with_timeseries.ttl delete mode 100644 examples/brick_model_and_sqlite/mimic_grafana_plot.png diff --git a/README.md b/README.md index 3f67f3d..a00eef9 100644 --- a/README.md +++ b/README.md @@ -30,10 +30,10 @@ The following are key objectives to enhance this project into a fully interactiv ### In Progress - [ ] Create IPython notebook tutorials showcasing AHU FDD examples, incorporating BRICK metadata integration. - - [ ] Develop a comprehensive guide on a github.io website (or other?) for defining fault parameters, including error thresholds and other critical settings. + - [ ] Extend the project to include `central_plant` fault conditions, IPython reports, and example applications for boiler and chiller systems. + ### Upcoming - - [ ] Extend the project to include `central_plant` fault conditions, IPython reports, and example applications. - [ ] Design `energy_efficiency` fault detection modules, including IPython reports and examples focused on optimizing energy consumption. - [ ] Develop `metering` fault conditions, along with IPython reports and examples, potentially modeling utility metering data. - [ ] Implement SQL integration examples for reading data from a time series database, writing back to SQL, and visualizing faults in Grafana. @@ -41,6 +41,7 @@ The following are key objectives to enhance this project into a fully interactiv ### Future Considerations Explore additional features and enhancements as the project evolves. - [ ] Explore additional features and enhancements as the project evolves. + - [ ] Develop a comprehensive guide on a github.io website (or other?) for defining fault parameters, including error thresholds and other critical settings. ## Contribute diff --git a/examples/brick_model_and_sqlite/1_make_db.py b/examples/brick_model_and_sqlite/1_make_db.py index f3793d4..fb2faf7 100644 --- a/examples/brick_model_and_sqlite/1_make_db.py +++ b/examples/brick_model_and_sqlite/1_make_db.py @@ -1,5 +1,6 @@ import sqlite3 import pandas as pd +import re # Step 1: Connect to SQLite database (or create it) conn = sqlite3.connect("brick_timeseries.db") @@ -48,9 +49,9 @@ ) # Step 4: Load the CSV data -csv_file = r"C:\Users\bbartling\Documents\WPCRC_July.csv" +csv_file = r"C:\Users\bbartling\Documents\brick_data_July_2024.csv" df = pd.read_csv(csv_file) -print("df.columns", df.columns) +print("Original df.columns", df.columns) # Ensure that the 'timestamp' column is properly parsed as a datetime object if "timestamp" in df.columns: @@ -58,20 +59,39 @@ else: raise ValueError("The CSV file does not contain a 'timestamp' column.") -print("Starting step 5") +# Step 4.1: Remove specific strings from the tail of the sensor names using regex +pattern = ( + r"(\/|inwc|\(\)|galmin|\(%\)|\(°F\)|\(A\)|\(Δpsi\)|\(cfm\)|\(in\/wc\)|\(gal\/min\))" +) +df.columns = df.columns.str.replace(pattern, "", regex=True) + +# Print columns after modification to verify changes +print("Modified df.columns", df.columns) # Step 5: Insert CSV data into the TimeseriesData table for column in df.columns: if column != "timestamp": # Skip the timestamp column itself - for index, row in df.iterrows(): - cursor.execute( - """ - INSERT INTO TimeseriesData (sensor_name, timestamp, value) - VALUES (?, ?, ?) - """, - (column, row["timestamp"].strftime("%Y-%m-%d %H:%M:%S"), row[column]), - ) - print(f"Doing {column} in step 5") + # Only process columns related to AHU fan VFD speed, static pressure sensor, and setpoint + if "StaticSPt" in column or "SaStatic" in column or "SaFanSpeedAO" in column: + for index, row in df.iterrows(): + cursor.execute( + """ + INSERT INTO TimeseriesData (sensor_name, timestamp, value) + VALUES (?, ?, ?) + """, + ( + column, + row["timestamp"].strftime("%Y-%m-%d %H:%M:%S"), + row[column], + ), + ) + if index < 5: # Print the first 5 rows only + print( + f"Inserted sensor name {column} with value {row[column]} at {row['timestamp']}" + ) + print(f"Processed {column} in step 5") + else: + pass conn.commit() @@ -80,15 +100,18 @@ # Step 6: Insert timeseries references based on sensor names for column in df.columns: if column != "timestamp": # Skip the timestamp column itself - cursor.execute( - """ - INSERT INTO TimeseriesReference (timeseries_id, stored_at) - VALUES (?, ?) - """, - (column, "SQLite Timeseries Storage"), - ) - - print(f"Doing {column} in step 6") + # Only process columns related to AHU fan VFD speed, static pressure sensor, and setpoint + if "StaticSPt" in column or "SaStatic" in column or "SaFanSpeedAO" in column: + cursor.execute( + """ + INSERT INTO TimeseriesReference (timeseries_id, stored_at) + VALUES (?, ?) + """, + (column, "SQLite Timeseries Storage"), + ) + print(f"Inserted reference for {column} in step 6") + else: + pass conn.commit() diff --git a/examples/brick_model_and_sqlite/2_testout_step_1.py b/examples/brick_model_and_sqlite/2_testout_step_1.py deleted file mode 100644 index b945e63..0000000 --- a/examples/brick_model_and_sqlite/2_testout_step_1.py +++ /dev/null @@ -1,39 +0,0 @@ -import sqlite3 -import pandas as pd - -# Connect to the SQLite database -conn = sqlite3.connect("brick_timeseries.db") - -# Query the data -query = """ -SELECT sensor_name, timestamp, value -FROM TimeseriesData -WHERE sensor_name = 'HWR_value' -ORDER BY timestamp ASC -""" -df = pd.read_sql_query(query, conn) - -# Convert the timestamp column to datetime if needed -df["timestamp"] = pd.to_datetime(df["timestamp"]) - -# Set the 'timestamp' column as the index -df.set_index("timestamp", inplace=True) - -# Pivot the DataFrame to make sensor_name the columns and value the data -df_pivot = df.pivot(columns="sensor_name", values="value") - -# Display the DataFrame -print(df_pivot.head()) -print() - -# Display the DataFrame -print("SQL: ", df_pivot.describe()) -print() - -# Close the connection -conn.close() - -# Just for fun see if the CSV file looks any different -csv_file = r"C:\Users\bbartling\Documents\WPCRC_July.csv" -df = pd.read_csv(csv_file) -print("CSV: ", df["HWR_value"].describe()) diff --git a/examples/brick_model_and_sqlite/3_make_rdf.py b/examples/brick_model_and_sqlite/3_make_rdf.py deleted file mode 100644 index 8461bf2..0000000 --- a/examples/brick_model_and_sqlite/3_make_rdf.py +++ /dev/null @@ -1,80 +0,0 @@ -import sqlite3 -from rdflib import Graph, Literal, Namespace, RDF, URIRef -from rdflib.namespace import RDFS, XSD - -# Step 1: Set up RDF graph -g = Graph() -brick = Namespace("https://brickschema.org/schema/Brick#") -unit = Namespace("http://qudt.org/vocab/unit/") -ref = Namespace("https://brickschema.org/schema/Reference#") -g.bind("brick", brick) -g.bind("unit", unit) -g.bind("ref", ref) - -# Step 2: Connect to SQLite database -conn = sqlite3.connect("brick_timeseries.db") -cursor = conn.cursor() - -# Step 3: Retrieve timeseries metadata from SQLite database -cursor.execute("SELECT timeseries_id, stored_at FROM TimeseriesReference") -timeseries_refs = cursor.fetchall() - -# Define the database URI -database_uri = URIRef("http://example.org/database") -g.add((database_uri, RDF.type, ref.Database)) -g.add( - ( - database_uri, - RDFS.label, - Literal("SQLite Timeseries Storage", datatype=XSD.string), - ) -) -g.add( - ( - database_uri, - URIRef("http://example.org/connstring"), - Literal("sqlite:///brick_timeseries.db", datatype=XSD.string), - ) -) - -# Step 4: Build RDF model based on the timeseries references -for timeseries_id, stored_at in timeseries_refs: - sensor_uri = URIRef(f"http://example.org/{timeseries_id.replace(' ', '_')}") - - # Adjust sensor type and unit based on sensor name - if "SaStaticSPt" in timeseries_id: - g.add((sensor_uri, RDF.type, brick.Supply_Air_Static_Pressure_Setpoint)) - g.add((sensor_uri, brick.hasUnit, unit.Inch_Water_Column)) - elif "SaStatic" in timeseries_id: - g.add((sensor_uri, RDF.type, brick.Supply_Air_Static_Pressure_Sensor)) - g.add((sensor_uri, brick.hasUnit, unit.Inch_Water_Column)) - elif "Sa_FanSpeed" in timeseries_id: - g.add((sensor_uri, RDF.type, brick.Supply_Fan_VFD_Speed_Sensor)) - g.add((sensor_uri, brick.hasUnit, unit.Percent)) - else: - # Default case (adjust as needed) - g.add((sensor_uri, RDF.type, brick.Temperature_Sensor)) - g.add( - (sensor_uri, brick.hasUnit, unit.DEG_F) - ) # Assuming degrees Fahrenheit, adjust if needed - timeseries_ref_uri = URIRef( - f"http://example.org/timeseries_{timeseries_id.replace(' ', '_')}" - ) - g.add((timeseries_ref_uri, RDF.type, ref.TimeseriesReference)) - g.add( - ( - timeseries_ref_uri, - ref.hasTimeseriesId, - Literal(timeseries_id, datatype=XSD.string), - ) - ) - g.add((timeseries_ref_uri, ref.storedAt, database_uri)) - g.add((sensor_uri, ref.hasExternalReference, timeseries_ref_uri)) - -# Step 5: Serialize the graph to Turtle format -g.serialize("brick_model_with_timeseries.ttl", format="turtle") - -# Close the connection -conn.close() - -print("RDF model created and saved to 'brick_model_with_timeseries.ttl'.") diff --git a/examples/brick_model_and_sqlite/5_run_query_fc1_brick.py b/examples/brick_model_and_sqlite/5_run_query_fc1_brick.py deleted file mode 100644 index 3701071..0000000 --- a/examples/brick_model_and_sqlite/5_run_query_fc1_brick.py +++ /dev/null @@ -1,195 +0,0 @@ -import sqlite3 -import pandas as pd -from rdflib import Graph, Namespace -import time -from open_fdd.air_handling_unit.faults.fault_condition_one import FaultConditionOne - -PERCENTAGE_COLS_TO_CONVERT = [ - "Supply_Fan_VFD_Speed_Sensor", # BRICK formatted column name -] - -# Minimal config dict just for fc1 -config_dict = { - "INDEX_COL_NAME": "timestamp", - "DUCT_STATIC_COL": "Supply_Air_Static_Pressure_Sensor", - "DUCT_STATIC_SETPOINT_COL": "Supply_Air_Static_Pressure_Setpoint", - "SUPPLY_VFD_SPEED_COL": "Supply_Fan_VFD_Speed_Sensor", - "VFD_SPEED_PERCENT_ERR_THRES": 0.05, - "VFD_SPEED_PERCENT_MAX": 0.99, - "DUCT_STATIC_INCHES_ERR_THRES": 0.1, - "TROUBLESHOOT_MODE": False, - "ROLLING_WINDOW_SIZE": 10, -} - - -def load_rdf_graph(file_path): - print("Loading RDF graph...") - g = Graph() - g.parse(file_path, format="turtle") - return g - - -def run_sparql_query(graph): - print("Running SPARQL query...") - query = """ - PREFIX brick: - PREFIX ref: - - SELECT ?sensor ?sensorType WHERE { - ?sensor a ?sensorType . - FILTER (?sensorType IN (brick:Supply_Air_Static_Pressure_Sensor, brick:Supply_Air_Static_Pressure_Setpoint, brick:Supply_Fan_VFD_Speed_Sensor)) - } - """ - return graph.query(query) - - -def extract_sensor_data(query_result): - print("SPARQL query completed. Checking results...") - sensor_data = {} - for row in query_result: - sensor_type = str(row.sensorType).split("#")[-1] - sensor_data[sensor_type] = row.sensor - print(f"Found sensor: {sensor_type} -> {row.sensor}") - return sensor_data - - -def retrieve_timeseries_data(sensor_data, conn): - dfs = [] - for sensor_type, sensor_uri in sensor_data.items(): - sensor_id = sensor_uri.split("/")[-1] - print(f"Querying SQLite for sensor: {sensor_id} of type: {sensor_type}") - sql_query = """ - SELECT timestamp, value - FROM TimeseriesData - WHERE sensor_name = ? - """ - df_sensor = pd.read_sql_query(sql_query, conn, params=(sensor_id,)) - - if df_sensor.empty: - print( - f"No data found for sensor: {sensor_type} with sensor_id: {sensor_id}" - ) - else: - print( - f"Data found for sensor: {sensor_type}, number of records: {len(df_sensor)}" - ) - df_sensor = df_sensor.rename(columns={"value": sensor_type}) - dfs.append(df_sensor) - - return dfs - - -def combine_dataframes(dfs): - if not dfs: - print("No data found for any sensors.") - return None - - print("Combining DataFrames...") - df_combined = dfs[0].set_index("timestamp") - for df in dfs[1:]: - df_combined = pd.merge( - df_combined, df.set_index("timestamp"), left_index=True, right_index=True - ) - - print("The df is combined successfully.") - return df_combined - - -def convert_floats(df, columns): - # This data has floats between 0.0 and 100.0 - # so we need to convert to 0.0 and 1.0 ranges - for column in columns: - df[column] = df[column] / 100.0 - - print(df.head()) - return df - - -def run_fault_one(config_dict, df): - fc1 = FaultConditionOne(config_dict) - df = fc1.apply(df) - print(f"Total faults detected: {df['fc1_flag'].sum()}") - return df - - -def update_fault_flags_in_db(df, conn, batch_size=1000): - cursor = conn.cursor() - - update_data = [(int(row["fc1_flag"]), index) for index, row in df.iterrows()] - - start_time = time.time() - print("Starting batch update...") - - for i in range(0, len(update_data), batch_size): - print(f"Doing batch {i}") - batch = update_data[i : i + batch_size] - cursor.executemany( - """ - UPDATE TimeseriesData - SET fc1_flag = ? - WHERE timestamp = ? - """, - batch, - ) - conn.commit() - - # Calculate and print the elapsed time and records updated - elapsed_time = time.time() - start_time - minutes, seconds = divmod(elapsed_time, 60) - print( - f"Batch {i//batch_size + 1} completed: {len(batch)} records updated in {int(minutes)} minutes and {int(seconds)} seconds" - ) - - print("Batch update completed.") - - # Calculate and print total records updated per minute - total_records = len(update_data) - total_time = time.time() - start_time - records_per_minute = total_records / (total_time / 60) - print(f"Total records updated: {total_records}") - print( - f"Total time taken: {int(total_time // 60)} minutes and {int(total_time % 60)} seconds" - ) - print(f"Records per minute: {records_per_minute:.2f}") - - -def main(): - # Step 1: Load the RDF graph from the Turtle file - g = load_rdf_graph("brick_model_with_timeseries.ttl") - - # Step 2: Run SPARQL query to find sensors - rdf_result = run_sparql_query(g) - - # Step 3: Extract sensor data from SPARQL query result - sensor_data = extract_sensor_data(rdf_result) - - # Step 4: Connect to SQLite database - print("Connecting to SQLite database...") - conn = sqlite3.connect("brick_timeseries.db") - - # Step 5: Retrieve timeseries data from the database - dfs = retrieve_timeseries_data(sensor_data, conn) - - # Step 6: Combine the retrieved dataframes - df_combined = combine_dataframes(dfs) - - print(df_combined.columns) - - if df_combined is not None: - # Step 7: Convert analog outputs to floats - df_combined = convert_floats(df_combined, PERCENTAGE_COLS_TO_CONVERT) - - # Step 8: Run fault condition one - df_combined = run_fault_one(config_dict, df_combined) - - # Step 9: Write the fault flags back to the database - update_fault_flags_in_db(df_combined, conn) - - print("columns: \n", df_combined.columns) - - # Close the database connection - conn.close() - - -if __name__ == "__main__": - main() diff --git a/examples/brick_model_and_sqlite/brick_model_with_timeseries.ttl b/examples/brick_model_and_sqlite/brick_model_with_timeseries.ttl deleted file mode 100644 index 5374aa1..0000000 --- a/examples/brick_model_and_sqlite/brick_model_with_timeseries.ttl +++ /dev/null @@ -1,355 +0,0 @@ -@prefix brick: . -@prefix ns1: . -@prefix rdfs: . -@prefix ref: . -@prefix unit: . -@prefix xsd: . - -ns1:CWR_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CWR_Temp . - -ns1:CWS_Freeze_SPt a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CWS_Freeze_SPt . - -ns1:CWS_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CWS_Temp . - -ns1:CW_Valve a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CW_Valve . - -ns1:CoolValve a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CoolValve . - -ns1:CurrentKW a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CurrentKW . - -ns1:CurrentKWHrs a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_CurrentKWHrs . - -ns1:DischargeTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_DischargeTemp . - -ns1:EaDamper a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_EaDamper . - -ns1:EffSetpoint a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_EffSetpoint . - -ns1:Eff_DaSP a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Eff_DaSP . - -ns1:Eff_DaSPt a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Eff_DaSPt . - -ns1:HWR_value a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_HWR_value . - -ns1:HWS_value a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_HWS_value . - -ns1:HW_Valve a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_HW_Valve . - -ns1:Heat_Calls a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Heat_Calls . - -ns1:MA_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_MA_Temp . - -ns1:MaDampers a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_MaDampers . - -ns1:MaLowSPt a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_MaLowSPt . - -ns1:Ma_Dampers a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Ma_Dampers . - -ns1:Ma_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Ma_Temp . - -ns1:OA_Damper a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_OA_Damper . - -ns1:OaTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_OaTemp . - -ns1:OaTemp_Enable a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_OaTemp_Enable . - -ns1:Oa_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Oa_Temp . - -ns1:RA_CO2 a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_RA_CO2 . - -ns1:RA_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_RA_Temp . - -ns1:RaCO2 a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_RaCO2 . - -ns1:RaHumidity a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_RaHumidity . - -ns1:RaTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_RaTemp . - -ns1:Ra_FanSpeed a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Ra_FanSpeed . - -ns1:Ra_Temp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_Ra_Temp . - -ns1:SaStatic a brick:Supply_Air_Static_Pressure_Sensor ; - brick:hasUnit unit:Inch_Water_Column ; - ref:hasExternalReference ns1:timeseries_SaStatic . - -ns1:SaStaticSPt a brick:Supply_Air_Static_Pressure_Setpoint ; - brick:hasUnit unit:Inch_Water_Column ; - ref:hasExternalReference ns1:timeseries_SaStaticSPt . - -ns1:SaStatic_SPt a brick:Supply_Air_Static_Pressure_Sensor ; - brick:hasUnit unit:Inch_Water_Column ; - ref:hasExternalReference ns1:timeseries_SaStatic_SPt . - -ns1:SaTempSP a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_SaTempSP . - -ns1:SaTempSPt a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_SaTempSPt . - -ns1:Sa_FanSpeed a brick:Supply_Fan_VFD_Speed_Sensor ; - brick:hasUnit unit:Percent ; - ref:hasExternalReference ns1:timeseries_Sa_FanSpeed . - -ns1:SpaceTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_SpaceTemp . - -ns1:VAV2_6_SpaceTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_VAV2_6_SpaceTemp . - -ns1:VAV2_7_SpaceTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_VAV2_7_SpaceTemp . - -ns1:VAV3_2_SpaceTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_VAV3_2_SpaceTemp . - -ns1:VAV3_5_SpaceTemp a brick:Temperature_Sensor ; - brick:hasUnit unit:DEG_F ; - ref:hasExternalReference ns1:timeseries_VAV3_5_SpaceTemp . - -ns1:timeseries_CWR_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "CWR_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CWS_Freeze_SPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "CWS_Freeze_SPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CWS_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "CWS_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CW_Valve a ref:TimeseriesReference ; - ref:hasTimeseriesId "CW_Valve"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CoolValve a ref:TimeseriesReference ; - ref:hasTimeseriesId "CoolValve"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CurrentKW a ref:TimeseriesReference ; - ref:hasTimeseriesId "CurrentKW"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_CurrentKWHrs a ref:TimeseriesReference ; - ref:hasTimeseriesId "CurrentKWHrs"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_DischargeTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "DischargeTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_EaDamper a ref:TimeseriesReference ; - ref:hasTimeseriesId "EaDamper"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_EffSetpoint a ref:TimeseriesReference ; - ref:hasTimeseriesId "EffSetpoint"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Eff_DaSP a ref:TimeseriesReference ; - ref:hasTimeseriesId "Eff_DaSP"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Eff_DaSPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "Eff_DaSPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_HWR_value a ref:TimeseriesReference ; - ref:hasTimeseriesId "HWR_value"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_HWS_value a ref:TimeseriesReference ; - ref:hasTimeseriesId "HWS_value"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_HW_Valve a ref:TimeseriesReference ; - ref:hasTimeseriesId "HW_Valve"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Heat_Calls a ref:TimeseriesReference ; - ref:hasTimeseriesId "Heat_Calls"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_MA_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "MA_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_MaDampers a ref:TimeseriesReference ; - ref:hasTimeseriesId "MaDampers"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_MaLowSPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "MaLowSPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Ma_Dampers a ref:TimeseriesReference ; - ref:hasTimeseriesId "Ma_Dampers"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Ma_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "Ma_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_OA_Damper a ref:TimeseriesReference ; - ref:hasTimeseriesId "OA_Damper"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_OaTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "OaTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_OaTemp_Enable a ref:TimeseriesReference ; - ref:hasTimeseriesId "OaTemp_Enable"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Oa_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "Oa_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_RA_CO2 a ref:TimeseriesReference ; - ref:hasTimeseriesId "RA_CO2"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_RA_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "RA_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_RaCO2 a ref:TimeseriesReference ; - ref:hasTimeseriesId "RaCO2"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_RaHumidity a ref:TimeseriesReference ; - ref:hasTimeseriesId "RaHumidity"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_RaTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "RaTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Ra_FanSpeed a ref:TimeseriesReference ; - ref:hasTimeseriesId "Ra_FanSpeed"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Ra_Temp a ref:TimeseriesReference ; - ref:hasTimeseriesId "Ra_Temp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SaStatic a ref:TimeseriesReference ; - ref:hasTimeseriesId "SaStatic"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SaStaticSPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "SaStaticSPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SaStatic_SPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "SaStatic_SPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SaTempSP a ref:TimeseriesReference ; - ref:hasTimeseriesId "SaTempSP"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SaTempSPt a ref:TimeseriesReference ; - ref:hasTimeseriesId "SaTempSPt"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_Sa_FanSpeed a ref:TimeseriesReference ; - ref:hasTimeseriesId "Sa_FanSpeed"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_SpaceTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "SpaceTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_VAV2_6_SpaceTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "VAV2_6_SpaceTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_VAV2_7_SpaceTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "VAV2_7_SpaceTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_VAV3_2_SpaceTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "VAV3_2_SpaceTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:timeseries_VAV3_5_SpaceTemp a ref:TimeseriesReference ; - ref:hasTimeseriesId "VAV3_5_SpaceTemp"^^xsd:string ; - ref:storedAt ns1:database . - -ns1:database a ref:Database ; - rdfs:label "SQLite Timeseries Storage"^^xsd:string ; - ns1:connstring "sqlite:///brick_timeseries.db"^^xsd:string . - diff --git a/examples/brick_model_and_sqlite/mimic_grafana_plot.png b/examples/brick_model_and_sqlite/mimic_grafana_plot.png deleted file mode 100644 index faf1f6472ef2e68793893a34def9a481f482c937..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 181065 zcmeEuWmr~gx9$rFC@BciASf!`2$CwG0xBUT-Q9?EDF{k;g9s|p9n#$hN_V5QNY@$D zz1FwCeXX;9oO7LjXLBtVi0?b!IiDEg9^=06CqVA;eS92B925$L|L}o?0t$7Z35CK~ zK92>zIkdDEg>PaGlBy1h)LT3hk33$k;u+gRH> zaIs!7ad5D)zs_;p3<~*~%&%&?(|FplV zoWwbji}iOo`d#loGr90eykp(X)56j5*2p7%gT;2?nN!Ue^mZfT-R`ccHRqHeLvlYf zhJSu7jQhHyOZ@XoSx20j=pSFC7x4VA{^KHP4BlwA|GdQ0Yn)et{r~ax<{VbjKQ2rp zA6Dlj@Q*7qFcXtsy#LQjOQK`U{^P>_pC0^wb<+gVp`l(LCx@iFro%to_5ovd0pW5ipz>U9UO@LA@F(cJrC)0A8@%7&*vmE0u*I*ak`L0N>?YTQ*JY!d3(@OJV z-bGZ%akb714MQ$ZOC*w2jo7d=TJq!Lq|F|ojp?p99$n8Cx? zyh<&{X17}DT3dpsdJo(c6&1JoWjK<^?mX12bO>--vzn|@o2NGFj`xkxa$)*8gq>0} zwk9=FXlUCfNj6h+wB9&gVUO#;9&zJI%b0boX6l}Q3pSlwU8?wBODIi)gk|;8mB0R0 zcrSt9@@u)RzT3et5~gFBx8|adOMi zVy@a!oqF`+lf9|^ogwYM9Q9kWNw-Pek9P47Dm1@1&cI|#B;9_#xsq3#_N>HgaSw}t z+J9}VOnO}%Sq-+il@ z%w)8fDYx<`vxe(h$^PtH4w!g&hTzCZ61T%2AL;9DJn$)b>*hkltlEtqJa}-v{oKM7 z|8B3?SySqrmvWg3jFBuV1Q=L&;w~7QO)GLbH$a#12+se-D zTG^CTkx{o?p~1tanF^TjhPr@DH|}bc={4gxtPJAAEJ`$x>)~E?{Ht@*Ntiwlckc+>jbhiXvv4R+TdeBr z^av$4o#Uskr?;7Mc8vWffxj7c@9X*b`Ou9gu>Ro@Bw_rJ;3Bk9b?In#4Oego*1KMB zvdE(IwQJX6r=G~jH0J9z!qUNLYH3MR&UxkpVJs{Ybo-`r>(ZN^M9%M;CH(v^O`X zZY}BNCd{n#`BnW(?4^D8zq6bm4bR^hFYI=Ed%J+kZQ-R5^r@ueF|@)VCeZD`hG3Y45?B zOw+1%f%m`9NMRA9bzS9pn)8gb@ik#9Y=q6e`*iO#D(qB?O^D2fa)ZLI-q#z`58Xc$;J4X-XNPt}TH;ZwdsHgfgeWTUp{iLWm%S(?+<>;qX@iJ@Fg zd06Peu!C-@R{M>V>D({t4KE2r{UP|xz^F);Sxw|yjBpp54d6sE zD>b~P^YDj1J#`>{5tL7j1^e+lJ>_s zND6_6;nb-^L3XP;JzObYD;>+XUwXX#g4?)<`uEQPTx79*l7DZrI?VNZV~UQ?d@!&w zTbTAquq%YhaQ~2yR!E;0VHtc(cEQ=&+Cm~Evae?6+ar+iP7{^7hHQ9m3~bI9>*Lg8 z7gOHG#*+UTw%ZOjPmi~sIBZPPpf+K1>MehLw>H2F{RruTA)Q{J5przuC%TFx0#?mRlG@WlmP*I9H)T^ER3Rd}s%@7$l|DZW*pEBj zTV#yU@R5HnHM2R>=(LpdBHw1_?)LbJFfC!_^A*2N_Ahw)ErInMwZ}dM`mJdIMV$6$ zUgK)i{Eaa5@cu@0j4dH_)~L3fS|q0*cR_@+MsY%9v-Iem+al*P`_6gWVfo^(QR~{1 zL6nZgSZOyWUZa5XuXK5cmvitK+}aU|i54hMtBQroouVobNdtS5gkGO$LCy)RaX*Sb z+l{#cs{t=>$lRm)-fIHC&IN8-mu32G^SHP;DM+aICXYhIPB~HJ+HPBtZMGh#2TP%O zo@Xa}SSWqi@kG5sqkF$R2~aH%+7p+I5vUNVF6q4TY8aJa1pFMllX8t%)Ko=r@b2)^t z?mQYnyC#$l9u+@ptLujk9~SpVW3)X?QJfxdBO1N8M&~w0OFB_HNT_bvnrrROJKJm| z#6r!r(s}aM4t`c*c@IHfNL6Pr99g>@KojA!e(J}%hG!w`E`=?QZS4;2UzpNfl% zt0gP1hVmCo@gPO>8&cc@m%a6g#^^CvTvp{1RuFYg&mSC?+s@&kS{i(D@!^dSd?~ET z#+FBlKF(}8-PNLU%e(KQ)s-SPh0;O(50m-e$&*{mD!CSr2F3;K7XuF}DR_+F{>il6 z`i`GX)wsjB!K%DFSp=UeHCAeAPyP0<)ZNxzZpi#sFwNXPJ=)M;AFmKR-8P=ZaRdOG z3Q>xF?87O<=wXPD!)pp-CFZXooS{%1kxVbwC%(M4NO1Wz|8U#Y_s7}k#@Su&H=2$k zhMag9XM3J!#vW|fuVbx^mNdeG>dt!<#|==!1`Q(3ZE6vh@5g!YaInX2l}-OP4vy#2 zmkRE3J#go!h4D#)wc+eh%B1*V`VC92IIN<3lY4+pd|T)0VSidB&;9uJkqdVGG7cNv z@ksUKq}!NvD$$J6k*Mj;{pZK~wgyHvp6WuJl~htgnBza2bRamIM~al(YGP|zMzTcx1=0cLUU7hGO8s^ zao-)GPTBjOsfb)F7v6{9OGv%)boUf?r;gws050@>d9e{{USKxx*}ftX|@EvbvctmTk2scOI3P4RmbnT)Oc%_H44$k}5nRLcYRoA%7zwHugMfdAx$h zW#^|a;2I>f+>K$^v{}h1n_d61A!T7)%BzYdH{i8p_cCBQ{?_|;s zpK7xKmt%TJ+mjFD;Yr#-l`s9#hC6HyPQ0rYf@tSQhy}utoBa0Sk+W7Wlwn?DYdtFB zdRE7^b2jRiZUJ=nJUuXO8{T4ufA&@ZiAPK|93OTGk_Tlkc zXaSI1xsuDn6J$8_N&YHIe4!(%z-7m*D_Mj}?Bw?)kHa4~0_ntPp^B<+3b^$Cw(>Qo zbneT_22xn?oAzHrs^79n7nWq_MT)1n8WeCpkXT3@SBHrPTzA(er~nH$@bn751l$*A z=yb9()VQ*{a;JM|zze$uWLg<%T-tTm&3cBs;}6cl;V zHMb>kOzpTeHFU}v2G0pk2lu8pY`snA_*U|xtL(>cjB>oWw3!kbMWt6=&1Xz zh6<_kttmGiBsKx8c@NP`0BS)9TM4(UgLNDI7WNO$PWNhKg`K$}WfP#ve|$(lz?|;Z zY%_p^mu<%R(tyIZIyq`n0SC!rek!q^qJ>hc72@_Axa1sC$Ej$$`(o2NU76a5O0k!H z_%I;WnN>A_nDOiT`-H!j`!L|0fkY%Bd90QLX0*+ z-3vBKKW_-I@!qiqA~CSQ^dW(lFUFhOiA=%YVB+-VT7palJ}cFPL?oTPr~(jb@2XtO zrd}F5b>lD4!EE;Ly)DPLZ{Oa7T7b)Zkkt)f%1zBmUIa{RA3>?m2+=xtvf6cy?ri^l z@Y&(sMhH^6!cIha8K<~k&X9>|!5|d&0%*M?Fd0lEg!DH2-D{4K003}E%i~~ydaARl zix(pT@_pFVgjlf$H`v(Nv^So!FO@rO>A@-%YTbkSFf=ai0!qMfRkdwz-0Ie|QVR;Z z-~%KTAZQROA1A;i-FZhv#+Whf06z*~d4#5LD1DA}POfh_5k^&=?2gGNsT8+{C_|9@ z3Wz{9QGm;$BFR|j(uTD9RSwa<350KCPcpb0td1TB6@<-uuz|U(#>+#GW}ujF`0yy< zYqjg1@YKt{GQxwaMt?UG)3zI+?0AdRx3MCw{Oc7)3Wn!oeO7!PO0+w*9w)Cv)lMDO$0-o> z4G2CT;)%oBC@C~cT4CjKLTIbn?h)E=6+88YYJ3(-3vpN@NFkbd`#BB-EH0#ohL7gb z-iXph+CCqiqy#5eRbGG{cn<=xEp%hD)yoKw7>CqFZ%A2Yy|HQQAnMyf#D5QXceu!y zaMFEG6Dd+2#q+jr3jl0DS~oi6SdWv11E8GHfnf09;lp}}yaCXBm~>lvbZg=jlqG3^ z;Fc$=g&uf`t=1?NtpG?EG!zsR z@Wfcqe!0Z2|4g8dR!mGPh|(7l^&E7&T9F_;*BUZ6@nT96&~(p%$jNQTRsUZLo$sxu zYLGPnoj*}%WaX=uif-0n>_a%Pg`oNV#l|G$H*BO}hOM~doCpJnjzX$ONSgEjrCv-r z8|R7vTn~h4K|?7hDk4c6=@ub}4x9^L@VH(~;iWq8BT$cPf+6c36VMj7Wo3lc=&Xo>lf%PPBOB{}3ter|5= zt~|?$$^j>62L`=*b?&`H0I?LbAOis}Qb7HeYrDHT@=5G}SM&rw#RBXA7r!4&ec`|b zU^G&*EICaFRXO&hNh0My5HX`Plnam_DWKSax~;6Q$oR>7XmGRu zUe_7-I9h9g`ueWcrH93>kZoen>X6dA!DDf?^#G7vAS_sNXi7-|R{GPuIFX&1cdUhr zLD%7{$y7}>GE`6Vv?h?IP|!$`F%>HCV0-Cx6(EQL*g1TG$S^^|ZGk=hr}!KvJMHE7 zIClC|Vz%gqh!{Qn{InhVU{YF*Nk}<%FwxrDN(KD}-u3D|Eq&-G5qZL`)bOy^9^1Wl z_|Y!~!7>PX;8Ymc1iYmdBYHL085x_)q4^U8^Fe{S+rcR!G65~(;=XJ(9%w`l-qfzC z>MONW*N0xQl%1VjTY>1&Di1QKiz@(LEV`0}hK^6)-FqDf8=VTa6c;Mikk|9{IN$IH zItU3HDiA6VfWUPMg;eN}gv;ao6qdh1N_;uq)viL>zpM6t`)>H}x%BUs!}tH;iT>XI zf4=_@x%FR$N6^~Dn(5l{&3hLip_vgp32xnnh0|NsRcq~$c z{6rc7mK(kQ6cMBW+^K_v7#bP*bok@lr|Ae^2SvSa=R)CeHN`*W1tflAWTQ3n(*q@g8t8EXxKx;o{2v#y$1J&J*l&(_ipi+OMM zUdMPliP@8wzbBAOK0PbsMQOPv5*(%Md0|yscl(Zpcm%C@bq_z?{n)6TOTKm$-j~ZT zO4!*}c>;oOV5t74o1RBI3dzV}izvUKDoC_Bn)pFWU45~MR%hhC_@Y_@;XHc$6xR12 zCfl~G#WSutdnvng_u&O?$~p^9brDt@w$hPUqhjchnPwZd*OG3ZV?97U5YzO!RZzhe zVRugTmuRSCNAg~oVmq!EK?r&VGs$k8#L_T<&cR2o8{Lz0Bq7@(`s|-fH*B*RMxra0 zrBdtpcIjG~)r~R67U9`(&CqD*FvfQ+CG|2z-g@mQqLJ^?epG!p-S3IMurlmQo#iA_ z?d>mP$9*@|X_f`f`!iYf9_1zDt!kV0x{hVSo5RmA zn7^|iV=%O0PL(ulc~dZE~&<@?kBB#Gh}B(|UMk$wNpW2D~H+}wTbhC1o4Fl^~dDxgJX~Gk=E!9TzL{WWlNX4t0#~@gV zfwtT(zpDVptj{ysa%$12mti_glDn1pQk!Y zp6IM@AE!6;jn$0?B&K`IR-LUc*phk$hg^m+TMD`5JrH3KY)CF%rh?q-7mpb8PK)FV z!qsYvs>=HwUMIL&$7Y(ac(1^X$8V9?7({dxaDVe!*N6L&JBmiHt%66|nL;}oWwXz& zIzGh7H#E{skrdw1{)VRKI!0NQ3i4ntJ<;s7LInqZw%2WABOiK$ z5G5wcZlAr7f=;GM*c25bsC7qeU@@fS$5nBTcc*T57_H8EcsyQI%@Wu zf_DGaXgdBEG{etr)G`gxi9LQGSwD3n5i<{s>ci;vq@%iEeVPBKSK+9S zDan`wxzU2kFU`H}N*X;_t~Qo&zJJQ}I&v&dU%W#%PTw$jhwXUa3eUugjim)2N)-9U zC6d!4=BrmJ2!<2;|*-f%+i;)t5F;!Wf8pB%ZqF1xq}7ub7S*Y&)?%8o21 znM&be^y*A0-VpGt`k_7%?PeZ z>K=Y*?#-h6Qp~8vn4lHu1a!S8bePI+IEhNXSA(L@Xid)iIfO{nt~%FRr#(}2U(@#1 zDE&~aCQ0Tw?b>3(Om$YlU(;R|-b*mHbil1ST1`AIeQKXG)O_o}@^!?KckT5bpYue1 zc|5EvNO@YAHG%fY)$r6)D~)YV ztTjGnn8({XCa1_9V=6wG=XB*u{d4gket1hSgLZz^MBHS~d@a_RMQ7rpo}V(zt}XkW zA0YbjPbTYUC!SBI?tjj4Fvgv;v28eC*jSTM!^QGwVYXIlHtVo3dH8uCBi*@{mc+U< z3(J0tPa6Jj@lOxY1rEyG4I`4#r^uxPlYIqHn|nAqt-_iojAzwPKc{gNCDCvzxPN(Q zkbcPBUoo*u-70-Lr7O#7b8u;wW@+!1TbxI~;?B9IILp&u@d=hy!It`xy1|sho#XDe zwIY-%^)(Y%!ar)7MUr{72X)!dY)=bK#|Zt)m{iw#%iI>=gHz9AHpS`BE)9!{R@Ij| z4fgOSpT*hq1&I$_-lb`k_8Zze-Z3&Vtsed|wa zm4Bs}mniRQ@(3*+q0jR2iJmMFUozLOpdOn^kQj8JlkD`YeNKHYGDo?5Ng?vMx}WUg z$In_Fm6tmPO3SpKZAWojd8|0HpAyh*jS;_BxI}KsRO2P^MR8lb-7^zr|DvKGdZ@ z|Lu3+mN5yt{Af+Z`=a(5K?|jkw?#bzG>w9M=&5O#kJBH>UYJUW-woWm#X2$gAqB7A zE}*M6{-ORzxkdI}4X$^s{dHAF7OZ4tEq3ic#fJ|A<(=pxWoA8u=uE4Oy3Ferqh#V& zEMkIsDT>BPpPx$pG~d?QrD-&)fBDW)i-$6W=d_TBiOjH`*_p}2_5Q5O7LG8>nog-F zDZX@32u-qQLvzom!e({4p-(I4MQ$ByvLN?|o)yC*rvs|&#O@Y1qTfmgF;Y6l1buf( zA9%VObKFbrz4fS0ZBNlEz2#lveq#IECi@3-vE{Ya#>RvEL3_j(Z&H3e0%E-w{F8Z0ERuu-vZvGnI}ltI7YQe zTRnF3UFeaPYPV~DxFF$ISLeSNz!7$b=+OcLXWcUU=ZFE9wnBxbeHBcp@r z(o>yTB{A|A#eI|RM4sLu3R*x>pZWxV5s0_$bS=7P&`}$k)lt(2ea$DZ%qYu zM6tXFeGG`^>S$h!6P+x5qy{2CEUN3F0V779c3L(0dlhC0x@JmV}`gp1pjm=w!rMnD)@10M8cZrPH;P+RxXW&aId$Ef6Qt z_p}_fTbwah#$3DZ#2YQci*raFZqoSxix6T+ikaD&^lky)z!32Qu`tm}d;W`Gea!T6 zG9xi~^!?HD`+-F5awLf&P4r{Jw=-yY#%lSk<32Nw;W=O#JlMU8CgNSDQ2&uKk0PKn zaH5x72=?UZZYIs$bww!Wh zX|9Aeq!ll@^Y#cj%@~egFVk)4_15zZX}m;e2&CDKFx#$sRV^5UDpuH zBQZ`U4O5OUlL{X#mB7vWDxUBY&$jE;<+~1J#L+VTv8nr~X}tBc;|F#o_Y~NI?r2}n zWK$%K3ZfTg`s7!~uTNPfMcj#=U4GKZrnsG#iZMg4mSe$8m2+v8QpHr}HzOZbjC3?^ z>e2z#c$vO7HYIQ`^6_K46Zu}mJ z>%&bl;@mx)=-W@gp#Gs!C-}8#g;CX{xX*d@mzbnRq+M@G-?B3<#w7Ohx0fAb3y|Ip zs7dc|W!ktc#Kd#~G&a~$A+$kRxs^E2e}1n=qy&hr3CRtRC=h?W0`bpTwSFtX z_^%Kl`Gr|?BJB-g4ZC*6eV`Y+_SQk*3@!DSH&WdCyOyzDO>yslzNQILJArU64fLs? zWHHW7=~}RR2jwnOPFt1FVBt~no(DxNF7$ErYtBGG*H>(+2uead5GgzWZ6PSzoTjVPR&xXh$}+5B9c&G5fKR}CoqsGMEq&fE3%ggG97p=f#V1%CyPYZ00fyWt;y$Gw;5yKGzcRAxnWmN}UPuIr%!>Y&4BT5V` zT;)u{L6>}p7toihjIJrmRgyZMN-CQkQ7y2>T%^2FlSW_S-hc35F4|ootC%l3s4dmM zWnd+oVwN}R?e{cnUvF)OJF7S;Tzxl9TyHr2YRfH@7pl*-k$a}+qd8Z7O^w|vdCB^L zpTOh%*P-K-Prva<*{!14JieHr7DBokoyq?s-#kfUXqY2(`94-{S#%*$=f#hlatUwW zHAW0yCi$wuUyrLY&TlpNAx9%kw>h@FX}8hrXc%Y3BA{koa8kxk_X?kg;;~pG=f!UH z1<-9bwYKVy7MsFc;vU6=fENP=vb7LU+r*ze26is!mP2DzUh7O=#nklSO5XhtT9K~0 zj|fW#EFU?S-Z=tVVSjkFpZggIPZ8>_e5-|O3m7cj$tve^80KxI9$Q=6O_%DnuHTrH zA3>4>RQ&#Y#1oLEVj-dhL{NU2Ln|=v^cJnT=K*Ee-trrS5X76O6tKC{-`~Fp8X0|v z*1!qy0v(2i0;yXwFbG?qhD2l_`ydySFVJgtOVZC>`aPhc`o)pW3P}A>`;J^#%57a; zO`s%C*%9htg1rPH0lsGt)j@nb4f3uQ2vC1CK|_xqVj-kAkV#wcsQRFXh!uLlj+#c~ zs6f{FA_|3JP}Tqm=?BWrSg|os=>m6z{_W$F*4gH_y5v|^Ra;U92Iqd3+N2C+{zu@y zW9mDmEuG!3tj5m&;`Agg=c(ll7J-{N1@cxass0Vc2MiG_^=P)z*K5*<3UlZ%W?3_A z6Eq>R#MRoHthlGy?4-Bxz0cQZ;%;K9Y zq!Tj4`h@H;)(w3LnKxW%d731RN;$4^12iO?xkCH#9Imv1(HkuIb!xu$l|l?DIrTcG zJq4|%%X3WBN2Ho~IrA=PKHNeacXBz>V!idhEx zio)4XB!eRaT^CAe5r> zQW7Xr8BxgYM|nZ72?;Zcy;^Qt&E@4kB;sN@5d68lOhABUKo$j6@pXee0O zh&Iw9Sn=;RpRk z-Ic){lkcC1P^qBjCFi#wN2LOn=d@A1#|bG>9T8at6`*ToxL zoN0D)@!meV0R|+2-XqIHyiBoVM*c-1EtZawJ~bC(b%qq!y}HuFJW-FoZL8=Js~J|D zf5d&L;+17K_wf73sh#}qzyPT`V?xB16q)UhvP=_6NY?aODr3@pxJz~lnqdX5%Dk~S z%gxugww@7+XG_3D72qh%yV~=4cHo)z(S~AB#0r3ScK0}^YlmT8P{5h^2`~=fUNo^E ziNnN4qLZb306_Weo6b0&WqK+?);P$hRu~b4`bhWUm!^jELH6NBo=kfxfE{pwx2=Pe zgHZ7L;Nvm*_5mMOR_ID^MtZu=X02c9!=*8~T-zH+41+juFiB|-Z$mUQzjk;)bdIEf zOoa>^FwndMGX^q@T^lhsR3+08V9)P>2-xvX34(hz~)U-XC7wiIhE-oUJ4G6^NKwq)#?iNdo z@BLY5Uj|*R9I?6UOn2+b#+6+_D~M*U5s3WP(Bl51JV6`|dD^x9VmwZpIzR_w>z|(7 zq`dZBN+W6TkI?1!@8h6*06P~}c2II3WGS+rmEc&FQGrOIbBh+zlMNt z*t2ZA`G$0+>%0+D$haD4n=XH-SAQ+_{4v+N9j~)Qh6-foIl9gzk=ZUHy(;^Gj zP9$$!6c)pk;5O+~srB3`uby6#^$H0YJ;Tgep2+Ccm8a%T;%{=a_Ke%V78`zUGBYrw z(GYivN^P+#IMDi)esDToeeshV$KH@xJ)Z5ZE%tM)V%g}sCQ+p=tB)91xJh%9BilZw z6=-zvCx6{-j4x!9KDTGi8e^i`HyOaRZr(er#2;T~kLFO~DS0@owo{@aFQ!lxk~1%O z$<1<1?N;Whj9usV{GKs3MH+<=+s^OjNp^A5xsOc77P&escrX|9ws|eLZ^pe-?B4Ma zKV$shw4TRuv&bS+gU6K&`;X1$29Q z08+pR;`x1P$?*$_Jzjp&o`N}n9`?2C*Jt0zuww;Ni5Cc@+AX_&|Ez>dDDwLvBCyA! z;68^4r4aiGswPJtSzl=sHAh$)(>CtKLB?>~s+j74~$eOH7`9zUh#> zb}y`fAa{7TQH`R8SChy2!iZ?VBYqjoC+sE_M(Ny`CT^$F25;pmTomkfDnHl}#Tz^w zX^9y2P}QxFXnf;sQ)FR5898{nKG$*>{s z(Zi7)FH*n$rwG#E7)h>psy3bTefVYRA!TTV(fFGU#xE)AR))CC8JCSsTwCDclCzH3 z`4~N>3G*?Fw-eMqNL>`P`3+jDa`0+#fx&9FaI8HYKP5bbEC{?~Rxqxh#e`Ek=tk zKyt=Sn8>~Yy5?7|>lN6D$o9MGw*vDG4_5V(%ZM!x!Z8}^iSX7r#E=F$Yh4H!U=$Mt zuL(NJ35;}GkP&oX_TkbPAS2fG$b&-TlTy}YEtemRVCnc1GvINyUp!X)s0W@R)lv(! zHbKK%`Ym|lf60$attQ^Utm<^da>eqQM;{y^us4`aEcnZMB`(O9K~pNk>AGtHHXO0u zX^Gkkm#$9(@@)nsS^-#g5F;c+uuqB~2`Kq3{MD^0FbPHXuOJ4SY_%e+y-8ONuvHS- zb(=IG>qTi-g!*}o-=*a?QWlE+FVXcXnc2#psZyvT3FzbLAL~{Oi-ZnNQ=Xv#6_-9; z`3lW;5JxL6bHRf&D4QocsR z*`X>!%;mQ$`b4FpB<#Vvlb!(fhpSz0{T#}(Hd5%!1^H(zw;>K9d<50l48Xh=kVxa~ z_BDdyO&GA*%a19pv}Bqim&$fsNnnx?dFT5U>Se*hK9Y=Ho-e zfJtsbl!^do5oJ8eZDhL!%%&ETRTRiS!6HQrtMeO)$sUwsnhr!()jNYo4FlU9cv+HU zk3&;LPl*6g5L3T=B6@IcZ{h_VDivBT2v$TqN?>Y&(quZ|MzT1xNV?WEw-rEu<^~=e zL@@}`+W>8k15B~g{j2O%n|HUXKxOt8>8a4%cJR_AhxMl%Y^hp;*cO!amc)dE;+)d^ zX|fXArp*HLV=piW=Y2gF(h{tp<>T4wh`p2?qQO;T92kA{kl`Lys#{cPQ*>s0hooMD zrf;uSK^=zg^HTa@j;~MI`|{JO^nrqxm}FgOSr!b z>H#pUNb2D=6C}10JXuIgKjR2X;Q`4TB7+A3ThxmBL0JzT;u_ap>c%9<*>-<7+DyK` z{GL9~bgD)KM6Kf7Pg?U;F#UpKBN&0Dh!ij_^7`mmOU+% z7428C|MNNH0{VGFLV1CkdeLu#k~D%?YSM4}Q3}~Phf&Ji);4uL<-Vt3z>rlO^+*p@ z_@~j};3p7d*qE(+fb7fl!Yyo5(*zwA!JBL&t;)XxbuaI3rnk~Q-C<-b`ex2d_M_s8p)-$R&;lgS9gpfik&^{IxhT*V3e#1~3|DZB^XoX6b-q7zrBGsU5E^;-ue64TQO%`QK zU2hyy*C=LRaqFl*n&Z1#agzTTl9bNSAV=uu7~WmR3PUp|D1GZUHX|Jx7-fb0$*L7MtBigT9}9^N{faoh8bhgF7+>0~L_hR0saM;uH}>wk zj22`(NT1!G*7RY#?7l0hRmIeH!KaWDzPt~ z3;9r!UMJz#62MUu!bajW9cfDelj!&)KdYOh*W-@FD7rPwutB)`htZ1e_XALp2t(VJ zujl=I^BXUL06g2r2z)3NY@eQ@FO$VLJjGda>$#cu;@fvxMxu`7{-s4|C$%U(5%GoU z8%g2iPzfS#e!zHs?k6Cq-x|070}qCaO)rUpx5W*j_x@h(8JpW;dQ95u9EsiQL1?ym zS;eGSv=8ulG86a1%VT^d)n(rIu<+Kux83C9=(=dk@jN1<>mpg$gK6)U!)MdZp9(d| zLy5xZ1?t~J%SIQr;x3zFiBTf#WHxTK&lbcOI^uTMX3;1h@p-kCx9*DbyZ2Yc}qHHY>0)eR#!eat`iW!bsty;c`ZjtkoFAJ z$D7a?^>sf=xpbf*)w!Ll4!gCRk>o$}B#J|JG)=(Ln!*p~h-bGoPel%4oxKV_#c8b#Pc**dfTs22*3 z4ziv@t24Fufs|!XoD4-M^<@lhhKTV~O_?*wi>vxVtXZkh>$E!?UbpMJU6H#sf_r`! zH6N-NN!YKTp#_gV?Tmx$%rJ zD;bW`ys;`6{tN6Dq>-}@7Kgxpl3Ts|j1>a=YOe$Mq~Kr#UW{q*g$Ae<8O^j%S(6AF zE6D1LOa1bgN@2(vdiSxhp}oKD+U<%{Kg&a=qhMXWfVI~zsg9qmGiFXJ1fjJ%hdtAE zuK6|e$n18-xEVb|Sb%|H1UZUTO+Mj3@*Ulg2fuOOD7fRR+G~zz@=K4AN(~+u zxsVLVq^UczxU~2i>ZM|HSlSQ1l&#yuD$52YW7E^syfdTb}{Coonf8%24qAijY= zxk-RF)y79tAWNx5%{4@yG2lpXVh6q6O8~Z#8;4>97v99adDbD@Jn zSMUuPM=*fQ_W*_}tm5LMqy4}*?st5D>8fwiS>sCKsou6=7ER=$jynPICE-(jV5e*J zRUa7~&7|%P_8-JddZ=n=33CUmGA!{}_G%BxggrDO?EBur)7jipd_dXRtj#eZa&v8i z>}F=3cWPl+c??OE3~#o{hQDRp=Pbl z$0msi7l@WN`d}h8ho-hG=IExQ+(<~|xG zHHBf6H@0G0KTvSDM(9XV$uZ<>n`IB0js9Gnc5Uw|+%-Bp9T%8@$9U`_EZ)BV@`J4z z@w-(fHl+VVE@*cR3`Q78^8ngH%}^a|K|OK*I1cfP`{1&3o@FUzMNd;i=$qiR`7_NN z6`9GvED@xeni_DqK9C^BKPk7X5$k+fwn45O(I%J9eJ>FxKwnrxeWRI!cgITQXE6dH z8iaP6Wn>23;10+x&^X=+e@gX4cf_Xi`*G2%pnynD*0RV}U14+z!mRRitCwCFL8v z;R~xEx0Apqq4~8MF`wa85{+l9J$uHPxB&mJv9yRYq8|;g8>#Sz5Rc~-6=lmr z?w(L+kJRW7HxD*{J@DLsVk8y(2!kmy9;WI#X%ctuqECV?p+Pjrt#3E7rwn`p4B(G> z4W_<>Luj?bc?1LbVmuDZa)_hFY1$k6YnmkP@70k@SMLWmfq7>-=<6^gIAp-S+I_aW zHfDTaOpgzV*Q>4~`m@f4ZSf9o~c*Dc` zDgi@GH~EZT2e^YWGyVqca{GZ{!$z|D75>IbeX9J91nEpjFd{Ct*gm=Td`+D#OIH8s zqkNe`8P*u;V#{t;k=@kmSFY~wwOW+XHx*9Y&hBxP7BPBJ@redoZg&-PK9|YzZI8rZ z80zQq_S?zfE*C=EfBsY!xPCR+QvTt{g9(}Ed2P3W6J>gGSwoR{=&j=D^#h0N-&C$| z^V9XrMG?>s@P8hd^b~guQ9K_^E$D-s-+-I|0ahKP8w{o*-I)g8MRTwt0of4UDzw0w zU{f#uV%!!RszsNcC87U@kB;0(J$g}Y)J-|=w%z?nqk4&4tXW#UI`^x~W%;Y5N$che*ZKUsAt$QPmQ%Q)vIWC(61gf_?dYCt4l zf872mMtd~5TAcnjF0~DZX2={z z!m<_(v}`(}aHCE008I%vZC(M7i8WGh?f>|gf)J3t?m4Y<7ao}yCL7Nf`ghtsmcMN` ze?GTjk@D#$IW)u@3{%VrWCi$e{&3kdvfB`krJ>||s+%HJlSsys{X}GkMD%oDA0gGD zUTr}7&~Pj7fig#ViMk)^w1v_yuDC+`5Ht=KwcU3}5%V14jzmt@=zIT~g8V*7as$pc zi&%RfkylRQiP3f!K+qD8^GvseVhf;KWRR*{Ov943R;1(Sfv>yAq_{eNQj*5!91WEJ zAI`gzU&|o;PGmf&)szW_$7nBpG$(IsyR9A5QO7YTL%)BFAF@Dv$3~nQFc|&i?AcTR zu&8#EKf%04x#B_Mn6T6p>ZbP}w0z{Kdhhg3ngmS9jCM$wOg_?Azs{j-FvQdP4gUzL z|G^O{<%-WEvI;I950%ufZ^XdboPi@4kQ0Aw2b5IafpZF>7P$=CE+PvZ<)$`?N(Img zKBUFk7pueGNEbwjy#{LwUuY(Lmj>|-$8Jny$dDn;S}2^;dxu*sFRqddL1RC~$e1KNPs;&?Vf)xDY&5th`>g$Aeye1OtV zgChap%mjL9iV&cXW(jf!DC7hPAncL$yN2hUBN9IDBXJ50Z7;#LN`z1)K(TFY_lms- ztby_ZKkO{11{PP4`dRqo_cu89gX}A)3XZ4FPUye@?T7HJzB@z@aD$ROjr?(+m|=#L z*5yralfOF%@1E|1}weytDZH}T#9YJ$##HqYZ&9YTt?%=16gzjR7k zx_7%UF<90!D~$XoiNd{N-)+K5mU%@Q09J|N=h9MZ-t5=}+{dhSS9ULYdkHW;Fa3QS z{-IQsWcvshAYh!3qa#A2qc89BL5RghA@+SR1oECGg@^kfe%|ex)AOF)r^G`qz7UAG z{H_D45)B1#LJ~OuO|R)ZwXhTCwZZGdfG!ZX-#9q>{zM>zF?9Knad4RaFFM^&K=#q2 zW~6Tf>p}qW1$e6F~lDXgw5LCQvd>UdnpA@DnQ5+q-6%y zcSI%vjs_G8VORU=3`-(RjM>-dIlEySXXu!1p4qb0FamUosJLsu|KC1&S3p zD+&Vzp%)Vdxd~3eipaAoxy!Y6^>X-qI(HJ_kWIjk8q&lHtTY@g;RhS;LLvnz8xD(X z!T0VCEU9Zg2`G1#qh^d*q)AaW;3I^!Y4r2QvCM=FWlF8{*3Z?aS?_WpSd#mcWGc>y z;4)rsEru70aemCOz{})MZYd3%-re{U6pLT15>!RSj~BVQZ~UAVg^{Mu zPE4dG2kPa~Rbtv!MMZXb&b&b9;R#|jNI zJNPl5>GU-^s$!f4agM_wO`Fhy)I(@;pihyr9+0ELVEdn&9z(x`0=?R6n9+DKSLkNX z0YQpIkc)=Lp+)NGB*^2QdQ)A_+^8n$U3H+VDK10t9&rp<|GJfe;3L za1I?$-_U={!%Iir^oGppdr}RD5#b>R$e?s)n*u(m6zlPKrQqd>B*xwK|pZ4Bz9I0(C1I1_kZ#BmSIu0U)V3*CEX#?ozf{N zp#sv~J<>=>he%6zBi%5BbT>#3Ba(uYfCxzXUi19leH{D4{=7dLhcfrv*Sc1m=Wi)Q z;2;HqN4Ymj%l@MiJBpdOP*Cxc_JA?0H%i+zxuX}gB3R4@%)u8ln{Kl{A}3aqIcG5a z`o@vlrmG0IuJA$n0xsm*bm#XEmDTBJy38M(Gb>A+GYZ)SKVH^B&3Eh#z7nL26WP7{ zH*Be_o7o|ZKB)3vPV{hV3OZLiSpszwuO5FOo+c{$;fIViLQgAfN_Kb4ar9p!)d89* zmp*{Jtkyg!1MThCm7DQU=B`TZ54QfeS9cvdvAU}{kWruyRf0gI3jI~!LadzRc2P~m z&Y|$<5o@AjWxc5tCDY_I6JjH0m9g69)?SCN+4%m+1ltP^BFh0@BY+&d11S%Kexo%u zf?0wO*~l%%guO5hSEcCSF6(9~}npfsDF*l~=En!Nt{S z$~T=S9Ru!a+WhywKVIJh`*Q|z08;(iH3=UndSS-}tUfP$LqiEf>-v8adZ7G4Sd7~) zSDn5Bw8ptKec)dU1iq|Fw?+Zc!2pb#BCC=3Yl*#YGaQUOJX2C-uBHJOItZlaUtkVy z@Z8smrFlw#s6G%u5j4-uK_EuZ05jKkSHS4SotEzlsEsp%>NE;bcsqVRM$C?o>H)g# zoBIS0Q{4&ZtAmmU0)E25!SEi!FxhuNv8D;;JfOX_>qnmiXs*^AHY8F^dt;#17BiqW zJw18-_*9OhA(gW;z5mVSU0mecM<z(`EULYQp7sBh^*sKA=MND0()oEuh<)CqUvUzLB*}CR5d?*#qNO4X|JN4&! z2yP4{$A?uQ$?t#nzw7ox*(yoyVCSGG&+`<^!b!nf8$w1wnh2y zMU(+4o(-ZA->27djAPc$&&Vqo7j^;i5SFf~j4by@hP@RvLHIfOeVnhdJfUBVQu&?9%Ad=141V8T@y&e_iS^I{4U53{ zC1B*Z-x+%&rcj-}=d(RQ|H@}(j=hV)FjKRq8{F*x(gL7}gJd<-NM))hrMzh4iv+$V zAh$#CC^ic}(Dx@YDV~A|u-!01kGcVufC8Wfg4Kn)U-0>yFN5io(Sa=}J=3AX zY`w9VuuQ70Cs6f>JhCILtE6G`)Xu2Xwd=7S>Q^%&pr2S--AyoNJnqMla%$cMq?I#2 zE6+@c+iaWFEuT$PH{k+>zDL*p8V07(njjsNGjKAB#T;#cEJDhL{5Yg4CQHXzmyw+g za_q$%Bo!+}gM>j3w`Ln@b@(ZAJMSR+6}OpMT#Az+zouX2!(gq>H25Phlxe4~2X0o`u_X6v*DJ>bdyC#VFd4+NBR z#RDO4Ld+o%cOs&=1nF15?NhEOFh1J^&;)s)Z{xrCV6f8iPByK^_`ib)4kS`ATb>UJ zqI?DX62!?yFz@it5NX8!&qMKbJP9>Wv4AqG0hBj@UnjhCB?=Ph$?T_u2wE0E;%GEj zDt!YJH>6+$Vi$BX2EZi~3rK2~;QIehkLPo`;c+{JgqWg(rVD}y25tmK7M345>xahs zeySwmxs9nvlSJvbwWfp#a0ew@+o)~br%WZ#dtpiLOM2y$)zr;tJ4y^Fg9^9vreS-qsWVxs=oEUs>V3Dw=GuN+mB7XUajR#5mPGDD@EOM^Q=P__$@jC z2c?h^YBmZ;2=TL@@^+@luV6Yb8gRICCp*7B#U0 z$=r711n+;kR<62EVgyA8$SKZ1uDAuTL_%gy0j>!ssVG3dP5~$-kdY9X5u%)pm%b@@ z-orLqbJzkh%9o?J37}mJ!iX|ZwM?ly!o2q9&;g0451|zYq$UJV4~QNzf8+z;(-}fr zofjA=#@o@z_O|N^ncJ-U+hpYKnGe6~hMX{9N(14rG(wO8Bn(Kwd@(Q(R%RP*)DYu+ z1fdDM{OG;u(kI~S8{D1B{tEsG#BS<301JJX-rq0#kChGRO!&a8nk5Q}2HD;w=))+3 zbYK>gx}aC^6p@!8`ZCB!m3npYAcP>g;DBofXffz{K3mubN6feHUZ)#<;6IcHpAdn8 z1#;14sbQefj0B>2TASM41aS!! z!KMW$%?|*Qy8)19(tB4Ddfx<7N3~Yx25|GrR^=Tq1|zWOpFo99)wbob^c+K<8|<0g zm~yJpk=Kwc*7Y%;LvAgq#2qBB-U~J!IE(C?46b(L zzy&qYz7GQ{0Qit#+^$`FvH-49P*F1PH~}O(BD)GvJVbI~)!2WGNBhTm)Cuq%6MzOX z{5=441&X7Tzx{G7`VFwR+Jkb817)&KC;){B@w86MFp)Sugv_M|<2q)o2LX`-bN3!D zUuQ7DvNLU6NdiU=h<=gpr?5J7e@m5Z4lsAW1DLCW&Ef=^@pG?-qkvC{WHE+)U z2NnU8(m4~Me>rPEiT;X67Y zb0Y#dT{89LqAu@Otw%&`3q1{4R77P*RH!T2EQ;HRdG@9NBeT@LA2tSD5GL-RrEvhG z#s{xJ8JKj{n?^q?V!#&T!nJ9B)>w~u)sSi;WZavHFSM5{R8`9%ncowQy47hg^R88G ztZPtwY;^FI4*Zw8G#ON&eMMohs^qNRCHv>26vs%ek^HU!Cwk3K>CBcF%8hny0 z%VRT4p5bKb;+V*_A4O8dRpWkRzd+U0uM3n^)UCcLJ`WhJn9asQ;KPLcGi|))e}!Y- z8cn69-|I9^hw3BbyehaT4{zT~4pQ&TNZX`rVi*g@eWb$Dsrd$ID9mg+Jokyc{pZg^ zYRiN_%{x?)K53<$m0;%)HK;tw`h+7j3;NihKn;}|2PA#tc|BiU=L&)z?VQ~Cx1bGD zDTK|f=JjmJw<6{uoY@mtd>fR(-iJ%@>EtN9OZI4WTdf8VbXiOFB?ZgX~16d+Di;J!$kzAP;J%*yheuGgEtGgJ4Dtbq7 zu+*kS9N*=0%}4_t>Q+Aq7ez$e>pJcF0_e1?B=?^Bv0U3Z6;f=qZG9G=o29%IZ8hOY zvd&$_zUrz#@T5qxG&~&xZxrjbBmdK#EKM!Zul#jYD1R!B-u|nE=vf0FEKN0Lc&J(` z=+SuN=Z*bIRq+GojH&s8xfH6756gO`0@K&rdp4j#a`dWlz%=X}I^%Om93$=X0*X}nP* z%1tq@jL?T{Hsh<(D4@n7UFM46BI!d9Gr)(8?Xemfo70$!d(8vfnJH5-s18hnzgQyZ z(mG$HuKA9C6VzE7q&O@kQZVx6`{qlFbh?~J0;M0(BF_Dncv+mZSGRC^vPv$ECW~7N zg)RQh`4~y&1zlT?^*!dAkUCsSW8(d5N{q$3=*fWH0--oQU4(f&rEk6vOZ((_UX}ff zJj)tyjHqlUP=X=Mr)1UTt1H~tOzl|4TqG6OsPyK){J|oRt!aL*7krmzauCpX0>hVw zh#JFj798CcucP{0KIEqN!O_ zqm?*8v^VDW?MOPy^3aWYpf~I^L!3|Wj8WBwgbGTy%ZXPs8MBnSi9@MeU^>@iQ#o7E zoD6&~On+iwzJHoe__Oi^5R!q`o|MY;1?XA$ILqG*r4U4tv>dzSt)!b->H83gcDCXx z>pvBWYgLx!HTM3uMR4jclt!ISH|1>!8?zHoJeJj?Q6YcF?8u>wK^T= ziu<=xhuKEBKL_<(-%CRvHWVTGs83WHc2Ek26b)6*wT#r{CT~n7CzK%pbmf&7;BYwJ z?#_+y0H zOoZ&?$BzhtyQO7yKB125BC$ge52K=eJ$>+}#Zh+$DoRiypX&2|@|}AhwA!Vr0T2H4 z7wt=uow{&|?vK2(&d8Iju?0c%!95orEv~my!Fb^99L0D-6ItXGd8MTvK}=Lu;#^et znDLd}m;O{Tp90=CY@*3oho67Da7@A;u<2XV+^8DHylO6z){;kYP+Lk-1#@Q2+_mVy zG}k`Yd>LAgW6s+AqJ-k36Sgu2&jKhY$q9Zf&&7X?R9a36dY9O88(-)>ADX8v z3hoj#+t&-+eed-9BS7C2C76m-uRMt);Ob$_QZDwwphdlm05uPf5r$66<*@Eno#co2 zLKZ(|5=oU4))KD)w3z1)jnsgpQ(XcPF@7<`o6Pj;rCd(taSTjR!IfCN^Ur)QteVHS z1WG+GX#T{D4+Px!P(7EC)qOll+pe7p_V)B}l%C5Ru^0)YOIkH~I->;ZM}^0g_aXP` z9j)v*QbakU{GGiG5ILCRCH(}>t_ZX6S!pQ`GxWk=LsCTz21M7F@oRtwaJ$+a*VS@Y zRb$l*s0}2ZyxI9eK&}_Q3iTVI2g0STpU~SdPa^c%9u?Oz1RP@#R*aS}@>NG!k6hk!a-?rdq6YD~cwl{m{yClF@&T9hSB=g&b=07)lq}Ox zx@CK86T&yTMQfsGUav^~J(&7)?|YEgHPR5h;JvWQ zie9?f4X(@R7r78hEW8zpg1e*d4<-&@`bRrhFPt+uz4*{E2Yr#*!3&uhw_JS%#-xQ1 z_xlC;^?cJ1Xa|@!`21OfdAHi+2wyUaDpR1pb)(NS;8i_vDj>Q+R|WDahKjeynx|4Y zw@FOlH&nP#y60V%z13c~XFutn^yAdKA_M*$>)aim?=p)a4*wi$>X5a)bCHmIL}DQ* zA&uT}lcj5#WN;1}M1t8k%l=`^C55aI%c;-^wU*K$Yh5D$QU@B9)Y$FrbFb1vF|)?p zZZ?rm$qu-q?6G)mhSa+XbnV4u^T)DS%H3a*T|fqs8+5b4{GfH zQV?tFMK!k9Wn{lIpQ$)&NH}E+h(M?^Z*HEQ6-?S0>aMAx_bl`bUzKIKe;UszbB443 zFUpxJu#Vtp1&Us=v|tQ|TxjVt;jZe7GJP29u>BJ&jpb5STGM^mDs)s*o5172$CCFu zPLJ-jTdz+lh;tbAA5t^DRx2F#Bm5sOFRvoncp2msi5k%@@+mMc(Cynfg}v1E}3C-hSVeqWV;JJm#9dAYo04h+xn4VN{_HG0vzc0EjQ#J8aCh3 z3}96gOBI94YgR66^EV+sXM6f!o#P0pkI4b8clM2x$cLD#2;|64y9+~jISJ^ z?4_SBGEqSaZrYDV5ftmA5791w&e`#q`@>2~u5XsO-Z31aZUS;VQMh0>>;+ZGH9T!}ijTCT?hylm+8gG=md{VjE%udoCB| zzxRvQx}P$+rE`+Vv@1)E2cbcFOKG1t(>JW_IkG#^TE}ugKje?TR&dhqJzP9&+({S2e z?A(J0(Ta!?fCOm=sTc&{lPZ{Ljd={q2VlBmm|{Om)6%uT0ayB}bf1+-VU7HSs7wTg zQnPUVGrc-4BN$)HaoI3|nrU0okgh4Ds(Vsg{>!0LX{L{J;4rYtR%CLgVq2QsUvVJy zetl!-EFEt%c)(%=u)VSs?sa~TA8U8`FP23hay1e) z^$KvVa2jUtDcCXPOp$>$It}ka)eFovf}Mt)m&qSW&g+cgkwE;HhRh(R#G|$~)jk)= z%tpFCL=U zLn(srTP!XIzceFN*C(yi(5-U< zSI`?nr*_+-zQ`{%3mAdeHVSWq5?PzKM6J!`CvdzAJI0c|_)0%>!1BW2*x_sjd-hz} zo%-DYNhZi{1}QCE#s>EU(ibhR$`HAkt|y(jX?YEp`#f)8@ne0ZkiuA3R(dux995g@ z=>CV2CWD~uw2D4sfgvRJ35_S+=-H^hO6{>A=jCrLs(?}9!910cCjq(8EmJO1jAuDk zz5VaV8SSIqw`4JSGY?LPs&Ff<;!%c`4k(D&!@En8fY|y@#sTq)YdyppZ{{g2pkY#W zMK+R2X`#l3#^muZE&bINWq;h^mm79r;c!&HqvSSXi2B?{Dk>6WtR1PPS|Oo*Ypgso zRGT`hekkZvL=@zxThqDVBtyY;ciO(N%EY3r`Q>{RbO@SD=6ECaXK0+Ae^-jg$HLNX za$u>gN)JcfqIKgFFL!bF-(|%NSh{lsy=hw4u4ih_P8v42VlXqD*TRg`Y{R8LvOZx; zX{4j;b1Swsx^>#?3u8E5;vS7Aa;J**W88Sx5a%T?Xz?N)9=%9`mW|1D5`*NTwm*f& zT)P#d*!0`Z@0E+V8K+fw!bWPgWQ9)3>z4!l@E#{@DWZ;ah4{i!XCO5f#~~%Mvx3o(=UNp;jotJl*~Mze z3jVoIZ4Qc9g@#n?uGUgzAF|X`-6(+y`hcZyFLoJJTS><$Qk33y)Or#G8%xk3@m_)H zsFKF|Tejs?DgTJo`A7>i>7Z01)AI7qW{jRQRYr28_%Wf}_>y~1=oUoBWO-oXjV~_J zn-`ZOHL;N03=f=h|DWj0QO%DWWgRt7?!(yJuedhOx{poIvmCQ?;8jCH#rs81jl=&z zISl`u5&8iO%W|wMrrygg>$I5rnGAJBn01B5Fe(VRei%yO2P_Z>)!5?HDmbA`u*cw1 zQUH~33s~Cw<5*W-Q*LMC=mh9nU{64 zjLgH>xHhyY5kr@d;pTYML3Uho%$=L0-4iV%2KX-^JDK@ju$~{c9Q*Vq|69zI;nO2%BQyXZdsB!vE|Gn)b_$iqv z#11AM;yE3|3C6{7nX`{+l_Bl*A!G{9PEXi*X(}MzsVQp0w8B5lNGo!=Tl^WPR5BTh zn8Ykfo}Q|)`eR9f*!VNc&8e!6CG0k4MRboT*-F9l_hiZ{I}z}RQ&>)~b>sRHnXP+b5} z50k>`{N>`yOjAC*f&BJ$=zzXjo9Ud8DNAy!!rGmdb~ROgy@<+(xf|+PG1lqWS_|w& zHKvog8fVh)`PPIW3PWeLI9}LBO#t`d(wL2$G5dbsW044cgIM)$ zSUZ#q*uxK$%Z-g|3u?%lUp|2wKfTs-IK(DR`Ti<+CWE%Q#pbsqjIksa-mafIR7=!` zx?G|+aIW{$R3ejJo80hM>A64@8#Uen!Ry9{1zkRD^ae~6LRt;pR|hokTur0>ezAAz z8}EhMHCSm%lSjQ1+$#MqF;Zhd_K>h#FH2IoxH1fsN)}a6#0m9$={vQTk&Eosap1%# z2CpH`NydBazFE8^0mlXx4BCGe%xWK*zFU>cgmz}YKDb`Q*@;#8tD>PbZ}AXcoODnz zlaBXZguX#F65kH=$^OmUv6(K{v} z2^Z`Ou|8NO3pu~=5yU+M>GeWjcC&R|&4~+cVdGcH%U(RU!j+Nu7eBKECL?MHep;zP z-~2ZBcVMT(bVWx$tthWU?h6c=1LD1hq%=R3pMGP1sCV1cW7Duv8_p`LYdTwE^{}Vz z%HjJ=h;sR%F=RQ?X;>bTd^eX~qF7noV&h3hyZ2Qz9?(_CKO;D%nxBel!ni2o$@Ke* zOZ!t`w(4uqd_jt4&aeGge)QwHeG*Uv+i4`1ZgjI8HWru0QnN@sIcQ#x051jBotBnp zqQis_6+0#U;o&IoIGJ*DNg~vt7-(Uw>Md4}2OPEfM!$pNmkdc1&JgzU2hCWSng+M-C~5&pBUU#JIuA<>!{oX96HC%}oy9ngXp6eYp>6IiL6OwCdi7G&-5|TsJ z=vsKFK(EaW(=KYl(_8MF(0VO85?*y)$XxKf74ItftlBX_(OWK;Ogk6b(X(jj(ByEy+(!p6+WZ%h9K%^LSt)4%)E)J z(o-Or<1*gXdp40`d+HMYCZY-3;y;^qKRjx*sf^!?)pPzL2`j)iU;UZlg2N9)YU;`Vs)N@S-Xi` zNwxIL%gt0dYmQPn<1ygj(aul^dmOTkG{J%vrpA1p-W7>0&-n9yz1gW}^3JZ8cUFvI z{!!owI&--|LP7QwR+LqeZ_Hl8l=cjXotxVnnPGfH3? zZoFBY#&h$7lhzh^=nC}lE(CJzdiPnePgL?~iyo}{Xh8xYMxV)58H_;x9F*igP2IJn zZ9Uq3T3&6SFE39|6WJwkIzixGna4O4Zc?D#Ubv@WJL^+dXmg}z-#NZM9P?Gsl%@0D zH8!ory4XUKKW4e!&3Kq7>%2asc-80YMvk>lUjRkCTO=SB+YBHIfmKfRK4fLDusJQN ztx0!H1;+_(NZ(82F8WOHWu6CL(mzjX2R^S<+i5#F*ptTD0%4)Sh&}gqPxL_Sw+Z&P zTbt$q>|P{Nf>&CGpGP{=U*)T`Ug%qLPk=naOzYg-+*Mf;A1E$C8QmVXDhS|h1jRgR zk)B;8HQlxhl5F6(8zhg$V@bJcNRzh-0y7wY9haD5PJFPK$0JJceDKr<3h4vZ;vU{KRFJ-dtvW1C@pPjj$vF+ zFP-A`94M2KX`vaBIl+1;pGuo`GcF1FvqH>(r$>+@VG$kYMpDPyrDbOhlsg3a9W9^P zppxZk2Ci>}I~9=2_bPhN^(I7^MGPt-xHuJd>a$A)oD%=~!X676&F|yhZC#!)-9dP> z;Xb@==GHbX|0`_h@gTc3B0&8BK^PEQqRy3=PYdDbB z5*|fbaOE24p6pB;|Jeu+3@L`POdRmRQa?U-$c3QUMa|C*TlFxa6r%t67RXaQSr9B1 zw!Ot9rRptAc`?swe7k$1-*nY>g6r*)NqvVm?=Jges0fMupNQ2&R|zNrLQ&A^0{Jpa zRzp^azoV_6KxdXYohHO8Pvl+|oTvoE|9{#B^HWm7!R`sf-rK0SI3?hgM=-t$n^;U4SAtt3PlB6lf*18{@4O8CAbK4D*6iS$L}+SFGxs-S8O%`L%(h$%D=UId+pos zGfVKu7_X)+VJgu2iQn)U-asORp$h(WLL6M^k>^{ge*vE0Y~jso1ZDuSM4GqzuO)&S z0y-}iX8B-=GD0{7=H$abh7<#oHXC4ij99S|K9lq3>l+J{dhQEX;YoEVL+T&>sIdnq z=n%8GLWo8QKadUZGhs!QvOP%db0e8AeBUa{)0#{@2On5v6TF>y5Hycu{kM&rKJWp4a0+u){u~1v@e^Qr#X)t zZ^;wf27;!1gsrDh2gj97$h`~QGkY#5kyt`XgIyVnG-(LMWKUSw7Oi-*CzSTdUt^$T z`gE$IY#~|>e{{b`>OF^H$$Xf^b2CN%ff6-U{P&RMx$_S?^d@02U!nN(U^vY1+j@$! zJW~@M|B#dn%rGTSRX!~A>)Ne9x0{pxDQJrv`PyvnHq>4&r)gsN3E8*Tjz9gi^2315 zodf|hKrE*ME(wH+72$*j>pz<6>;8e&F0NpS6oQHbmg6Y^>k&fU8pGGE|94V_&Wo%2 z4qxq-u$1pq&e7)0k_Bk?StgH;|6-{%O;G=7dh<|+iWHpc9}oAV)ilKzgsB|seh0%d zLk!ANi8kIgPe>+p(tnwjNb+do6>zL*m@?O+YbZx10UL{MYA)>Vhc|B@9&=*heAQ+k zab7n2-v_*<_T3|i=BAELl7OkhU_MB zc(lQNlu3=U@<{u&YphU;r=0PrK(0EsqOt2GE7T^`0Uk1np1Bcd8x_M{KOdG$wdDya z^?q@ceI)M>=@UozAL{q?IRj1ivI(u^j48DsR9eNOX4w1t`}*zfEC{3Hxf8(LESviC z0KyvWr5yrj0K|+48F)GH{2}BDU`K9$vYH()4-Y;Y*gbWfFfE%`ZFf}BLF0zhCZv$G>@Y$6CKBM?Z@y}t{Z|#nH zw3>|t=O9ud+d2w;_sTC^E0O}`O}Tvt&@mlRMN?wtZdOO+4T6iA774T)Ukvv&Kw--1 z_6$xm+kbGTtdgmz^B1n&|NPVhl20%ZVc9tZR-HZ|2VG?Jpz}vt@o}DFeTCg3FbEI0zmh!WFFDG{7Ot~F5F7x(JyBxJg8g8 zHIcJNhBK=<_ZKg50$N^s#^K3#E$PapIli8^4Oe&MAl*tGslv>(0SJ(O`$? zX%mIpT^k`d2>BM&4?2^|oDiAA!+H?)WP*g6ty{)pY^b*Gmeu>dvvN0JoB98(qf-2@ z1d7HUC))e!&W8;~pz|Z-mFZFkjUV`N{h#&2$aBev^!{FCSiFmTTq=JQX;IM3g^#3h zx3Z)llg<9oMq&Pw8>`%B?DlNUsVg=0Nb6K^f}KH|F_pkLm!<`w+^OaUWGQX|s(2 zxP$>zD-@M51+H%1aAti)A8D+$b}l_|d`b0>8<6e~Z*G8K*!>jQRyQCDMjhzX%CB zFwD0AIGgVgQ?seo=^a_;Q&iAvXg;$Z4!mDhk4-w`Y7`6^uMI88yycz((i9=<4^j5Xl=!EGsM1%Na}#5k2eIpL&Qnb*rNQX#}`2#C8sW z|56zk-v=Jl5exKytbK40jkO>fXefd9g-Kfa{catg;)3m#qC2t@|Js_RjnOeFQH|<3 zD)^@+)j?vGvoJuEL70fs6(8FXNiod@#{cE6Bkw&I-^=erCg9} z=R@Y)#Iu=Rk_IE+95o|mgcIl zrIbs0M2K|iN9#KEOtIRmfO$Js#phNHd=JJ#MfWUp@>Hy6+`SUxLp-FOw^QS&Awd9n z^jrJX+x!&el~Je;v%wQbopgm~dph;=7}AZ7E+^6O>si;2GfdU|6>48u)+S-`3y#S9V~|Ab5K!+5Dr@bB_;yDfDrKK$OKRWY!fCD&=6uOM&b#W zAvQv919YPga2X&THNwJ%knDrC&bWuniNp_hZoHK7b;8I|`25q~U0<9OG_O^3;|H~~ zTZ~#)`(1wVk{{7_ox-XW({DQ$L)vJq`Ec%2s+f}i+CfVDa&0)uryErsn5K#uVNXGp zd{CfH^p(hHv5vdSeAGN2h@mjhpYCH@QkWVXY+&~hMbz6=CbOxX4>dM6xgmerT5RaX z_Kq;p#kJ+Va0K1)Tl9FWt&bR}g#F3Jv?U@@_wQE&S2QmufirT1hP3?H%T-Q!l&Dz4 zAmJ85fwb|HgC}_u*wYOUN}t-g^sVJ{4@r8o{_Qru4Q(p$AM5);9E$Ar=mq-Kmkkk8 z9>(ZM^qIm9_3g|5J?a9bEnXR`&@SNsRHTgs7^ouOXgsW-Ht}$ZU24Qy^^|Bg^vfV) zBjPB+YmAU50xz!ukVKyTzfF1lbfoe|Kmm`~JqsL?PY|pipv2q&-_1zR!$n>H4OU6G zq4?ISn59sjzytMv{styh|5Ie}Vi;15yhU>%Fowl(tact=pmaGgE z-6yn5C8={>$4t|vNSgrTZ=-}{TetV`B1{+8NU_42VQ~9xRWy~`AAYLtuh#98xt*t& zZF|2gz(`&cg6ZcioQPBOhi};9mk?`)5x@QrF2y%~bDu8ghxL#3_HU<`On^6aS#E=> z`0*ojM%^Vi@oUtE-u)&jb|>%;GF`-uo%&4qkDW0Q21c5jC25QCp===`G@nC2m`Hu; z53Hf1XDx{Q3s^5j^U26W-U?Mk*CnxQPHx6A6-I``k8y+>bNE5wBt$}ud8mkG6D6d8 zveoJOUg1rlb4;Is4y^z?9e#!XSm_Z6yKf}nocz7zR*WwtqMlC)4Rf8xVt*IZQPS;8 z1U8XLq7S`YgHEh85M(!nA6o)=LZ?f!iN{>jX)RvPM|{2_giAE?A!eBo??p9<@K*U- z)fZj4sJf|9gN=2$fDmP~0drlJG$qd0L`cz?Kw(+k9QhOK_)y42MgaH+AvzQLqmE>E zMjqH04XDw>Rg>-wSN!7Siju~$YQMyH`0&XjiI5WsiaaF?O`}6SW6)>p zTxKn$jPiQ4tkgucNI0K-ySxw+dqIP>@JK)*X$@?iuljl&%Xp8Q^_SVuLrmg@N*T(tZeUx83^MYso2E{RW{(Y(00qVWp&He47u0B*N)UU5`_Zqy7vvqv^N zzpL9R1(x0a6>3vy#IBEyb-?FK%8fYQRt1sB9!JYIBP(GGD@pi&SoRaAejfNd9E=|E z!Tj+*V}hondjMVNxnoLPEkK?R@O%rT4X$JQ^y{mJz$hL+hMkTDGZ)+fw6ZA@nc8eB zBY`5kO?a4W6k1+-&PO&#va+i=24ovUbWZpva5K(!+i>V_ZyV`#6MoNXW%3+;t;MuQ z9j3t>@(w&#N!qRzP-h{9WJ>v}=5{}6n)5x-f~lXy_C}Xa(XycvHmIyL4nF6q(hb04aBe_X^(tVw{X54b$a!%Q5c0)0B60PGPPxEYihd7zrXW^+A~)R&8d(ZW zPw6o>4mWHid_;0o?1R6O(Grcs8~?Oez>jv7Og{y>!L^X-9%fyK=Zf!xHJ^WA;oQCd zyo+5JX~B;B79}(y4;y!;$!tM5b4p<^?W~6*Y-U%?&W2pWlE)4=-xIHTZ>hc0;0-M3!}ATXo|*S0X|r zb^T_V9%ofj`0iKD7gcQ?g}(W=p9 zjfPH7xmuffUIC8Sf(R1gK z{owv+^?`U+@QkJ9zCPwk3+?%9J0uN6!54%XR*?&N1RyTJX|3NNAt=#(IE9Z&kDpws z5VFb(hI=9@F&hO@-My%VqIs*qV*V3D+xX4~HFk}{DHfEJLjJgchVN#t(Cd`?!a@5N zXr~uj8$O70{5&-$L$ZXJd4*tttsp_Ix8hbmS6|^~+uc0u6g6ppDS_^bbtP_i5$Z1% z%tb4xS>{KYCIXGW`69CK<)x-wwj*q#l1=^`M)`AaCXpQZk&h3)u-OX9J9^2g$ga=t z50&|ljIaCEgYPU84=6-|Tv?bn?3X7j!muC5gz5Dp1fbi#9I_~`qa`d9yg0oCn^`RWkiY|98bIs# z$(_YRuXbHV2F$8|2ZT^<9obOY1}85k8;r7%L?{43=!WTyztYCZkR?PqrQ;##pP?H? z)2&=ck7Ic{2x-^1MmT`*{7|dGO8?xt?46dhtsT;BCP_%oh#vIe9+_IwX$Q6-odGk)yu>KWrGX-%>{Ehf> zwx9pS^@>f+BXB<2X&lQ~2x^V&tp$IQuN~)t!v0Zs-AvGZI9`9hO;hwVp(FrGU&ZKd z-AH0T0w(*N^n1WxCswBn6FX43zuwE=20LA!BMfZs>j2la?cc+#fbZ`e1u>zbpHGV3 zZ!qj%>Q1NebD@8P4Bw5g>qm(D4=^1`C25@|kH_@LJ9)q|V7A5*)cN35S0LEm2oX*; z#~hXI{Vz^FbIABnRH8|bU#AYsO$ZHBTSPnaDMjf)$voF~?ql`LZzJ+~sKhEFeIHm3 zgwa54?XNT6W&Mua{7Wm(BiElhuvtF+#U(eGK5sOfv@fhKGn4uT9kjtu(-t{z)bgrp ze4^7)ETiFm?9XjlqLtN`DD96gp$y|z?0yfbuLM`G?^>c{)il&C0Q5jXa+pgfkP6?Z ziP`Qm`h)5I5AK%} z);4?h#lqv%M1E(Kh>c&5raV0dK8(xM{4?Z_>q6=&u+~`qXOtQ9JtybV#ha12hx81Z}VXU(VP<;+dTNgf^p(#_FXa zSbY+ZiVmPqk%JBH7}Gk7;Ai@%gS<1m$AG>ONxeMbI7-Pb(wI^8yE9&g2%Pj1 zg8E6?u8bGUS{#CIcuB@8JLuOG;lRvB; zt%*m%YvSPPp7YSQS=HIJ zJ<^6I|0U6Ok^=)K$VAnT(A&N)c&YB?Ar-;dqwlIq?_S`?akn2E z|0enC#kh|*CxqL6H>mrKa{}$r6Alr&u?i~j9*aIlvFOPqoltKg+yw&l$5lReel`;S z3j6MHaKMl~6jRBE&xRz4XLKyJ8uy8_CWBbMliK?Q?`^EbANaL*9g zji7x=M#26)g0*_UDl~r`HW$%Q&{tL1Pd+L9_U-vkEe+maSD1YkAh`(Y$jjvf6{-Se ze0!jLAy@bs&f~ME($4LIWUp&)p}v1oRWG5*$vdN!C@T`XTNA%1*L-x^yzL6vQ#JxI zrR;v2V_0BA%g#Adh4$&6*v^=mP~up0s-lhoIeQ}qXitO3^q5CM`Gm@e5CsX!hH-M2 zqW02Jo&nAuO1>?C>yO1;ZaP;_ZutB9kip;8-L)r3eVm8193KsRO`@%bRN*Xb_`lc= zoT|fP$!yGl|G?tW7cXCuNii4Qo$F=XCgdyMYM#&D%LbADrn=5~HSsJveXnRp%>%_O zMLpy#>3fk#d-DXJ=dV;06~y2aK%*(#7>@BaR8REB;9Y`MKAq z&sk#?qZGA|)7y>=k05H^m2V7FliZr|xXQ-gZRqg)?5^2MH`kD$>M~DmWI1q%4z{W# zo)w^rE(bGM=bDyq>YXJ67jJ?viji*>h}isJk~<;+UK^^M!ni z5n;Xpc&e@glAC)91IKco4znAm;G<)EF9ABvO0CK14664E=c|n1N2?+tX{Rz3APp;EiChc5tx#Iat-4c6e`)C(+x3BS5zCC3TKPZ2nGi`4P z#uS=}eGt_nU7t7+NRFBfMs!Gh{9|T{H_U>oieHPzY_E7HaRPvZ_tVvb%U^4mwWn4|4e#5UV0f! zuMd+7{T@Qh-Mq5j~D*ugDKVE3k}{yr_gx^>Xdv#H+E z6XJZ*MVg~ClsiE#hug|9^pE_c;lj9xRT%lOC+r(9vo$~K!1hoL19yM$jNXdh-3yS9 z6Q#%Je6ab_?{ZDssqm}&b^7Lq#aqN_{p)msy;wDnJN@+H=a=;O(ww0?o{tg!3i5fk zZ+Q@(kJpMkeCah1k0%E2yswTlYCNapr4uKVt&_DLaZqAS`^W|?iut+!T+&VkY?${f z210gd*Ux?Mzg=!VzB>={l`X!cS5q2U{#`qMilCPIMl$9dI`k*e1ZNeu`yH_>OUB{}#+TnWX1qXb?ZkU(UTf!nDn^)O{<9agIOMEJA}e zsR7W251`Y%+4$+4-(s`2eBJT)T-UD8;^p8QbcvedkKN8(`F!6YZ|zuGrkIIneTb-y zSA*^Zzny(eDsSaspz+Mjxg8U;)0&9qd2>JWQwiR9Q%W3CK#u#1F9J6T?)C)z`1#bp zpwbtm>C*MTKYmKTb&Icl_7J49rq*r~Wz+#)2VXDxhgP4bpKD~y0|Qpgf8`-ndK0n}ePg z{MQ%@J^eKd|C8C|Lif|!~gC#L#pBEQ;~ zWse*q5s5!U6q%)bX`{SZdk!s%B|QG|D&4HxcQS;9?AVi;u5~5o)yWP&f1dlcYh{Wa z|ApnQ6ti3^t=Hp=m^s6{_^D`6Qa9dk(GowI@jY1$ZP*y?VRuDdVYNpg6z>V3!QGk{ zP9pFc^p2?z*5XC`p--!lkK|%sT*V9eE8cQp%Z`ufN?q2q84u&etL4%k`cyc|_)x|{ z>KTFivAX)URJ)RFhTZ3C^>!_f4O0aSAOw2OXIT_uEcX6%ihmIbjdtvIDlRL!LcnDhLN#8=CdY_Kc=Oz>IPmgoLAs*G3XnwGDq zUd?UQT1lkEhh1^4Lw@ulGvQUJmA7g)_K?}5xYTxhLLjWDcR-(1?Jxmnp-*yU7CI|J za6b?R>g0kPb}w^{uC!ku6ivi^1{t4Zsr2L+;WpjQdfnSYXZJ>zmC^kOxQ6rJ9sgCr z=$A~>puOaBiSGeo%HyVQXvzOLG+yjkKlPN^Ln~0|L1&~a91ymF?>Vt9 zI!CJAmp5D}i!3VC*X&15r(@|qe4djE+%yU8HeRC9A?0n^*r31=jUjoM$Z0s~rlr-k zSe#d!?glelb?DUmHi-im!<9JCd=s-9xHQtD@l;^ZFgU?gL&1n$2G&wtqTHePHILiY z2Nhm+{%dgHOrf3HsW80l5?4nB?Sn#01OI*{(ZEVZs&;16{bOGEg~&5@{;L=6*e@IU zQ1rO4FVcRwX`BQ6iVSuh_u`BVI((f5jb6UZ55}?hd;oLldVV6tX?~Kcm2x=~v@f~o zKPq!J!q_G~hUWFPF&XXC)$!X+FFSwP(CG+3ng`DPxPgrM3IsNp5}vcjhoUa-^RviU zk;WGMHtYZE>0^p?VI~a zyzTy>WeX^x7Z2l5!;SW?z!hM<5*k)R(}f*9?N4pi6{AX;vABS5Nln=*0V8@ zXZ0d8%{IFq1mT)N+kCc!9Hi)jTyuCDg~V#(0uQa|q+;nhpdLWbsB@s+-8K>-;VIS< zZ7OhEg%eRYag0bR^Qs0KGLH|{R>2~!e^~Eil#O4a@pbgY*+xzKtm}GR^WOWa?%A68 zz4iUmIfU?Moc*n|M@}bQ3A5e{-q0JHC9!?Ynv40n&OWVD$D5{ppV35dfct z0T5keJ%V=y>^1=J%?BC51W2i|%VmMfGag zta>$9Np(-haYlvfUm3_)jCF_(hd$Ose0kO$xf zPsITPK|Uf*$jJZ2_txyi2|$-o^$@x}s%Y;vmZrW6Aq3qZsK{BEx7< z3x7SEic}b`k3SVMXUlW&thgdpwdh4`h-34ATl8femp+&jX>U5{`KkxSKB;IaqBQv1 z1k&_ue+J(>2i!}*iR!f3AV=CMh{|5C=eMHfvrGRpDzdbBxQn>^NB;inQO77mN28M5 zIROEOB88l;JI?O2rqxmM*_#Brq8nZ}f8hLY$^GJR4G`o9PmJ^)u$|e4KetjfKMzx+ zKfX{oJ$Ogh<7^wdRyg@*bEA24Oy+O1TvltY5XkiI6H<<{l(m(1@doWq>-*Q5CM|T> z+aMOd#?puxC;NzK!S)onY`z|Kz7jwy2ZWX;ur-m`vI-QG&4vfD>>(%Ry^$z;#z%mM z%XcL3Dt&(AcqEuiujWMJDc@XZ+QwQH+UI$N?FR;kgLLGdb^~*N^9OQ9Rd{Hy2_4{K zb{i*8!~9Pg(_eM~+e@71WX~;ju|XP%5+@-y(#MjSgjmxP0LVeYvL@Git)6e*4k<(< zzVa~Xba%7B1=qu17|`jNlU<}HcJ?b!vBETIO5aIF!A(6Ial;ey zQ+Wdg9N_>1u zY6Su&A&>)J0yp*OdwxMx_d(;oVEEr$TaO(YqmKI~+Ebbj*_F;6LgtvrR)I|1FdDNq zSNg8>KW^UH_-{dL$!pU(Q-8|!KgtOE(p1vT-OYC%D@J+3Y5m&`MrRHaok%UGhXMX zPl9#Dg9$7+cEAflxqciksMQr4lWDQ-e2F2{K*F%sW*rO+EEcqVp_)<2M1+UUB__cIwnB`}T z1>!y6*3q;Co}J4NcUXb4RQvn|v=q}0sM_4@kZlTkfyhhEFw zr3eFD8We1QWY$kYl&O2CPK|fom6}}5DCDmPxnF&81cbBjmoPB+S+)@n%FTqRoZ)hnHOFWesOKQxF15fN&ZE8(W_(w)%sg)Wx;jO^^hya(Lm3 zn`_^li6x>@&2tWyqL;B!f3wnMFYgEgjwZ(~RZq0kgqARV)O=`F3-hn*yvU^DiPFe? zba?Auc$<2-8PLzsqC_ub!SOtqI|7zYhJ3D&b70SYTUFaDKj*S%Uz7Qo4l0VR9j&A zgg4{Dkn+w6Z*#McV(yX$^C6-0`VJ_iekqw~{%%P;qA}A7ave6=CiK)B--goDuCk%qv7?gB#Zd?3v8QUyvRn z$(dXPFGzr+cmzA>PJwZ~XL~nSaG&hgwcCzU^sE#c3zK$l6{|XG_-B352QgYc`=p+X zm~a$K9@A8b8rJ&X9>$37~g``fO-t(>7XJ1!Ssd}@(tAJcfCCh|JJI1ApjHJ0*XxB(jDv~N`E@)N|mumkmURU$f-uWQo>Zo|j#g;oW>Y_q*fQ@*Qb3?HeG$hqOH_|;+^{x$tfHGg zlXhM@2rX}=wy#nYR7wT|3jDELgI@nxeAZ4MVBD)5&_Y095vEG@eC5V}zH&4@`r5!*OMIU(+Excqi?Fq5;z>a0VX{w@T{Ky?DGAF!!A+kH7 z=MRe07-jGoueYTE5)o0e=1wxp?L;bx&%&zR8&--dV#b^7^nVka(S)m=oo#T6P+uHz zR?ZMt&U88>Vpl?QIwwd8HNs@ThJbM$TO6m)WYiXg(q?R|l>=72yi6f;(8|2pr~d`! z>eX|CfDX!Za{SLp9Sq|**|*J9<#vhi9^+k(y(a+>DYFSlfQ*v|opBdU=0XbZ{jGTS z01%X(B7{NCht%2cY=-RuM9!m&kwCWbF7UPc8Pzit!;|Npr}AdtIoALYxRe3tb8TeN zfYAY_)7daC=Mtau&#z5;2fV7y(_tAEgSSY79|amNC_b5DRh3- zu99DUHEZjBy?d+SiGp(aR{<{0g0C&#sht*;@$w~$6P@5y1drk+J#hnb*D;&8>A>jP zH@;0JbW(?ug58ywW&@v=Jh+X?U7YiAMH5pYM>OFD3$Uf(T;;tt$uoV0ko|5&xx*^zcU$=V)~A@VW9($&lr*L4lQ`?)2R0ysf?#GVHO{4`B{{@xM11uQ znhX1Tss>ynqIfM47a(4}5Z#U=LS}fmdSBYR^blvR7NGpqZpNNzE(W2Pp_LlBVIw62CxxVQP zQ@n{?*6SD{sk#?TjKz=v3nwWsaFDepf+ivi)Z}YudX_HcepR~6xPy^saCT^=*bDQs zbJ~n%8`)96XAHkp^hd|PkGN+$^(Iud;j2%&{5$m26SRGojP7W)BRppl2LW%6qY0s$ zx%u@D6xUJDcvLnY5)nF7<)OL&vAMa$UYoKwVbC_u9$dJt{Yh{c#~8e_kUDR(`f*UU z{!6|+N?Ic&4Cw-bj8c$brwWu1DPprtrKJ7~HTS)fD!PdjMme=eo42d!D}449wQ0kT zJ5`5-{9kbfVb3HRqWiRhFknz;hlTy|mHXzbLx*&>@n=Y26RSwLZceoDa(Is3Fg>HN;%ckV7`Knx%5i%*%~2h5%eE{OI1>kLoR*;@ z#t-=R3Lv~h#i1I#*Kh)`Etbw|EIJ`!4H`x_=s1`CXfq$P0c)9mn|8xY@)WB%Ht-$3KLPIrYqCdoTm6{ru|kSX&7Gc^yo7a;}%lyCxZcHOG}@p5Qc(IrbL_SMSUXKFy|*m zsr_;&sDPLSaz!{GX_ElPG_*#@{eIamgBmwY+T-W?WnXJop{;So#13ZOd8rpFFh@w< z_P3RUt}l08yI@a>HHgFM6BhaP^x>vv;KB>UQe4(Gb5ybeY`TD~t=5fj3IBak^v}8r zd7sBYp%_Ags@sdXK>1uOjEnAwqa- z1T{jm4dUJ_0?w6PGw1XnB2?+4;z`c%gE9WD5x7Qm;ARB6oeYF=Ip7aKSF#~jPd3xU zTZ6Ed&jak2^cIrh=T?Aqq~f@yI)$YAE5?(!4s_zN`{LbH9+mZdej8f#sGfuzxglOQ z3ZLXBa;n>C)ke4mm;|2^qi%%NN%t6WrpVa)6B20A+E|zLTH)Hc)pb}=kl(P z;jzlVhKTHq6pT$D^!{E&sn1nRuOC#rQBxkTTwP`>Z(I};wlp32U^+ahYao2d?0dwc z=ezfxQPMLynyCcnq?STPh!FH<_3WdB)21K-$M`u>p)D^S=gNhUM%}~Cfz}x_8U3eq>v}EN{QOUW+;Tbu$uukT98c3u zKA$NSpN%tp8{@M2`qDjM-(jaWJ;HQOk&CoD275uGDlWbX&35dLG^7OrfdK2<>*4UF z?m$B^(c3GJLRmvvU&> znls`nsHpQA{2qN@=QE9f=HiE2H%nQm$GTC;o=g-rnfzt?NY)^W7aD2C;l(}AU34BR zDok+yr>nvK!hHvLp|0ku=w4fLuMvaG>^L#gPp=ZotS2*t;eF#)5w~4HZqzm=9$eKJDeCpl zNuQmk&OXw0vWJNzAI!MhMATH_y}k1OW5a|hFtP2py$B;Px-LW?kKieJ6NQNgp1&pt z(_lCml^uh8<(jm7tty)Vir>H^4f?(*8zr~=P4TmWjaulgeMK>+R{0zkzskveh)>ly zpj%FIW-*7;Q52exnumZH%+~d)_ewizmQa`cXgmX0ff*zUy&qDK10_GIm^YhG)0I7c z#3~l_Mgn_#G4gS?fE)*8D0p$FtY}`p1Y}k%-ORsl+PZ9ZK6=fXtf#K!!O2-sMIQV2 zeTciiF#G7N;><_d)!iN#hiSF?l2P?YgMh!)j?VSw#>VWQi3l^pG^AJ-F#|H_av|Ax zI+G5%@R<%e{~6Dl=~G9;u}vjN!Q5mwjc-KnXcE5%XW-@q#d1`12{-It`G}9_j!uBz zT5iLB7c6T^*{8{Z)D+@5rxS4X1O4X{k&Ehx$r-A}SmI{Jc^;NBMQ�ZXtbp^2bl+ zc*4yvm=KiV0SO55JD*e^2$tx!!E-|U6^jJW-oqbHoc z*g3aJS{aIoDLC2+!v=&I#;FD+)&Dj0e_}m4q|Jc*pjuF1$kE!P=O5g(z%OO$kzAI~ z!kr4^iTdx(tAMH+si=%}*7*4oFX>g2x-09Xi*3DaomurJVu^j7_oZXG$)V$B%Nvzl z?2i-7z&_7X+EBj|Ym>b4>rPPg2E)>`Blr4R0srdE`{$uuHkxBtX zWWqz}_wQ1=){oD4b6S_9jzsoxTw%-$3{$A#LZ(%;J*LlA#C4Ue)!L$UV@JScDFa84 z^FM8tUdC}dOV>b5%#?(yPUeN59Yenst5454)<%BOa=xA5sNe~;4{*x+($lP`TJNbF zEss=w9@Z0dwzqijOdqHXE~}Be)Z0Y;5!YQ|k!5u`0TgLry+5R3o5v{VSi+r!O*V%< zd4z4o3hLkcvuk#Uay@7#j|~KB5XYmtUNz=zzi^Q`Lxu52;ALIY=uCuMJ#)m3O@_`#it9M^nB=W32d)9< zI9Ye*#+jcF_JWMLWu(hJBbq^xjpl2p1)KD$>!hy*YSuHl$kS$yW8e?NfO(PF zUDB=oH~qC~qj*dm@-t-h>f|Z_b5ShfaB$~F%b@3;0zU-+c@S*Yu%n(~%fX*%Yu}hW z`21J&6bykrrvr5^FxhnXC$&FQ99AqCMnY8XO%!A$IxI|CXVsR?Ek%Arq`O`&Jj84f z?xDuWrwwtDWy!1<;|DZ_$w{wq~oMHJUqV8mtGsrZ!EWOt!Cy`xfgVy>sBN}+|WJy-0_Mrr#k=1A`R zQNh$l(|5i&LFsOKDSSF>R)+3`=3j}5i$*09UKf8ooOrQ(bFJ%hoWJp`fq6c#As6Rr z;at9K@rNA!VXiKcftZ|8o&u59y42FTBcE;Y&X*qSXx9z!yJ?XGibt0Lw)3J`z-4*H z`VsZ<94@pX5J@GIXwEJRc%|C3_|^V_G#v|nKS`~Vn&{h&>EVG2p;R^4}XRHTMB>maqve$MLvxc}JI>pGZ9x zTEI@Y1=M+QO&{$uW_;SXrAs!u86AFE`V)um=7+;{e%77mlo5d4V}N8aKJyz{V@oC6 zQ&=dz0A%C%pRS=6WD54092yR(uZM@u5Y_S-Se@+Y>UdnpEt;{gIUB$h>NNw*D|lMS znElYI#>{nBi?_JuEwS8+Lz4}*#$sXBpG<-XVlI!C zx`3D@{ot%SegqSgroh|tD2Z=}?7v%wYL085R^_A9b!stipZCoMy0VZv(0+9r+!mQ0 zml+ML@*DZgVGTWbWTE*N$pb+S-?6g>gcblOw-}s^W;+ z@Y~HqnptND_2gyMLLS(>)5bq&z;~~)Pa9MD2p8ux*-2+gf7ej*83)1#l-NfkGUF}P zkjcO;Z6FfzPZ6mZyvFu8m%)g^diV+jYlHx*y+;-2g>gcb32`}S%@*B5!! z{sSzoXn221#ajCms;ojFu$d^X%ujr6^&stl4|ATq42Q}Y#j&x7NFMl?1pxOiyJBo# z`Hj`Zv^5At%&seQZk9aUsDS*(r@-j3r${2FUW?!38UDj_YeHFmJO1Uw;9dNtPP!xV zl3@Y0Pp8+?OcY+OA7cU1WR^1AaQi@zj$Hzx`~D*l5&nwBKWXRPZqMa@1vAm~)`p+T zz<;j+5g&|4weeR&9SEH%M9kA5wmKtFS#|f6GljE(II$H&!n2GQytZ1O2GRIoqXErA zR~PJ5(BWTgvru`XY*bn2%EEGcsD*Wkq>9iHmp~f!oa!Js__xFLx7Cd0j<17AiY1fO z_OZi|5?6~aJ<{Tiybq8Sbb1D z0h9Yxc38y^V35C(IH+lL*$aGLt_cZ&K$=(;d5C{RfT3;7cWP|+fbT9UM~sbPMhpR$ z&;gNMx%kKKgw#;KA%E^1G7(?Qa6T)4aYRW{{7fyWN!?{WbO6-VDq{4-)*;Rmh%THi z$AD}EVkZBM8vGBs!cQZH&jp#=y$ssJ@$aQG z*#s8*EJNW-`cdM^&hYIJ&Z40l`2jgfqa~LV54XGPFuO1ti=RN?Nkk^Q5=$rOZCO8( z?Rg~v&Z#K5e~|g!L&ITTPAVvv8>1#61c^VLm@H6LCCx#E z8uawr9sd3Cx+{lyr$hvMWiFC+NN!LndAnLhfScI?^DIsKo{5o&}?i+7%^_5rEm zLywV{tGv^ss=FiQ9Rxl39ELXD-n`56(QhO^Q*`Oo5THJdw^~|&kW48?pI2Mf3dbN3 zv7e~3oj(ny?1&_0eU5sD_wI^A>1mx2Fz)AHrK|b7Vr{3U?6(DQwLQLYJlTtXAu9G! zY_ElAWtg^<*is>68v@XK) zU*$byKE?R&`LU!ZFm*av;v7Ct&LWe9Bv}P}g5RQ<Qx4qBV~;+PwXVni1mYNeTm z*z3o3KBs3Ovy*xhOW0L%N<)Qo<&0`YECgAC`Sp8)eTXvQlwI}3`R_w2#&TPmm#X4s z_8s8g%KR1*H_tycUVUEBDOvBbHWX#>?;&9MwzGItU2Z8|Nl!NK!C)%#XX4?DT5ZE- zcny4+`O{m=`d`lsCjwVqdXHibx9tU)K>-}B&G&Dq0o!;=j{H zK3vQ@w^%Ey6Mh_!3(dOzI9KCjQ#xWTWFmqwx3HMs-<>v<$hnfW`A|8p73N^mCbcXJszFykgX2VP3IfuVJXjikJzB+Va#QPd614HrB1rzmk@l7 zzqKzw`!5}2&Cbw_G}^*1X%;M5R2ffA0<$~DXIWobbepI&@{89iw~WktFC+6Y1=U^b zEuE>hv2V|!m~bQ(FKWv4ahCP|oH=ye*Eu4VvtKDUSDX87^mD+YSoVy0qf}H(gko$q z$yWVN(0c=q3*|6M^Vyl1FgWV{ppE2@AMcMg;daikvC7#({*r;>&D>eOD|9J=$>c_RzIIIO2-@1c# z@{YZHetob=%!m(LOjNl?P}|=JE;|llG+i!p$4k4JK0xwZMvdEMfoMmlig2G>#Le5-n#JNrz9G zwnhlv@xhFo;+V86hlBIxu9*s&$b}4HOgyp-Uw+b$RdN(?lLMG#oxpyN7}pdw#r%Oc ze5(M!BxcH$d@GdmMBgoHS6hGEJ8-lt?AI=6u5{68KlCh{v(~Oq)%eeAZ-~}tH*oF= zUVW}8dqvH&pJMLZ_<=-fE?kIY^cj8*kEa&JF$V#u+;$m^vJXeIfzGPQbUR4Vzb@R{ z8s_IOo5@mJUc8kPawzDCDS`>GlPUcCBctf+-!7erVjNJ5q$d0vW<Ijq*&a&*1Oz8*te8xk5dgbN>He!7xd2&`b zMugq>(W?W!G%YZGV7vd;RdJV#>`PAusTo!Bzr4#1L@qY;Rsa7$K@?=+Bf~DB@#*O> z06T^hU8>IM+>%l`X{ zeU2Nkxgv}M<)NpX!MEp!^U+ZtZ4G>+C_s9iD{!X|Aru(e$L%99&|3jJZ&E= zMnzs275UR`mHL%!`)SU+fQb%0uDQ%9e$L4nO*o#){xV<}-1@lZI5#HH)j#>yWE9fX zCvBU`RkayBh!ul$2A(b4|GQZQ??6Mq$j2h?#dPOnpXrW`6f#~aD-#0jU7mOMMxgB& zcPZdR{SM*;U>Ryd7*l<58c&tnvlVkogAH*zLi5YLIN-LS#81S@gP`*p7Nh;^jwEC? zLYGC{Gju`W{n}x^as<6^2ej*543a_KFiOHX`n~u~UB2YsF>o{EUnE5vPw0X*#DcPu z`X#8Ws`-B`^1c?P;v{Ug3{5qA0>5Z(jW2GF<Oq#PeLNfls$V`QH9yqR#0l(d@=m3*Otu zMdq9gc5B#QmDHlN73_!BScL@Km9sF_e^iwK_ahxooWsXt(w%w=`o?YE0?$-Z4*!MEbN0jhWRn{FPEs~G=Bp#9Jb%*)uFUmu z4?tp;f-t83!n#^#%1HPi&0IMRJV`H*BFd@NoRVXmYTPHKW$eJGz7?1$l*RUXQ$|2C z-#@J4+NG0{q-WI{B6g=Zd_C&(owOA^@Bda*RGV3u^q@VdG#h$n`E9L^pL2`+Z1k~) z8_xFTbk4GkfajVk>iZJ!l<$t3W(vbk_mu39Hdnu%3;n`1wrPMrWm1(YO~0`|r-*kD z3HaPW()>oj$om;E#(P{{V>Qg~FjBb?M?J;o6+M)K^CxST$vz3P6U+Ks%bL%fajzq| zhdF^+)gwq|%=tcLlNO`srZ4K<;Mc;KEiG0`8|pV3>~z6`>>68J$vZ?`C9K;m^Z$A> zZq66tJ;rrJzkdUjQe7fxjc!)8z-KO9eb29nhVnf z;g3q6_IR=pRgvi3rD#$w?!y3CKoUw`xE-Dbs&ZU<)`1}oce(gj!i)%$J?V`zC1K51qv_GD{oVe?UBe6di$ z=;bqxEgmb7bYc7NdeI`g>!6^^{~l5hf?7u5ut{EJ&*wz=qE)=|YTF5@?vR|unyOim zUdf2uPzQjEC*T~vpo|+go&jGRM+f|K9;KsCZT>P|bjr-83f{4=W2Az`W8)_5X;;r4z&Mh3rbvsTjF)rr7H>hDfMP22AB#-&K{ zB_BMXvAoBzaWU-Iug42PR|oXMmiM1(X5GQC(L=5f%L|7E?3TSIVuM%2PxTKxGiSPz z59YW5Sh(k=msd&_`z2%I#xbH~-pB(#uuV^4sVcuCRyBiNMq&xBerv_KL3NJ8KS9e8;$^~;n%PM zN^Y-m;sTA`O!%$8(<(v(C(tW_fw}yUfq^*Xq(@{@r2za+=IRRH!)M3Z1KOeS@s!M7 zvt|1F%qxQXH3q0=SJ1c= zSTZr;#pRpTy7hI_-z5C_NOAm|w9&^@R$}j1iq3U?VmRlumpA8s?;N-IJo&~YdnjSj zEwxy9{TKk^)2AKPMXLm$>yx=#A{J7Sqq2=?ErZ+M87zW>bXuQ9Z<+#uq^z* zZ&IV~r%Dnq&AICUR>GGc>mVGg<hnpCM%uqp^&@ZL8bK~B(H~Y( zMp3BX*kbs(Z5@|lP-!diAgN}7kP9%Awh0^T(o?DI!;0Wo1{>2k3lW24?c~XtG3Ziw zjVOTAM&u-X&iBOak1zgvJKNj*lFTB2X1OqzS@r#hv>by#A}29nLZFL*O*~HAA!Mv$ zl_hg0!jdBHa)>>nCJ^WE6>eAv7@&A-+99#c5#tENDZ|m)E%$V)0Tlfx-+@j1?)j`q zmAW5sp=6lMDsG;;L&=cOLdgJqV01SZFw+-Nh>LWB-gt?CDypj=-Vxi~X?}nto#`$J z2iR|Syy)r>To5`)9{7?Q1 z;Xc;|odsQFV&fLIB2Sdd=E6gt%QaGr>4?V3*?)>b4wd*)dQPugp|l@L!4mi6X*W?$Ot|~{poIcRrn>i z>uDT9IIsQ;1$maN>c%@Vo>ViQnw65vhrjYFtf|Qeb~!D{pPbqufaAiS%9y>jh3QZz zgd3-=1=z1)*)uH2{c(TL1;MkBcg*=LiU)`kBx4xa3NXm20_0W>~BaOzxHo925ravn-o zK~)luQSBTpV`n|l-#OV2?QgeOjFX>!D#Z~Tp|EKt5gu)vKC!U z3O~QADn$93^PauRPin%br9}KwSSF;;InZ9pvJ10MU&Hph#yQTaa@5Df?hQY4RJ>** zxjBb1YxQ(;vHthuf~`A};OavDzf`4G@qIp6s->D1l%Ih?YOjtjYbMpLH=F78=7$h+ zr=v%X3xViGiIreHm#s{1B*4#n$GE(37|(wCfJK3+8x(ADUAan+wLkQFrfMGYUw(Gw zp49w9Tu}76V`ogqGLPdJ_v72ouPSL8R-^WYK;<~%1itm-m`HqqrRKZ)pYanJiwUd*adDJx6 zRy8_5cV0~F#F<(S6S(uUSJGoK#m2zZcEuI=c!ZrH!JFM-8SGWc76k0;uThozx<~LU zu)K&f#!dxCuJmf^Py(>RL0UOSvo(0QKPgwwJ-WIs8*8z@h1K)*w_InJ?uo?--s!MP zIW*kVu5|FYeDE`%!Yl`t0p7Cq4GKiPKjr*@u zMm36AB4M6}C`Sq%HxN-o`;BnZR_K}?Qxz}v*l1?2mszBzky<1`)%Z}|>lMw=yc9YX zRgMm0I|^KZIZR7O2I43hK4pBS9aLnuJ^b)i+~o_Fw69zeudi*&R_JdNh7|;&-g-tf zmqG3GkZbjI{=xg2@}A`_Pw+0t_~8c5D|0EJ(!oJ}{D^V#VGQSFgbwXjiU*i+)(CSORh#57)RidWsy1I@U)k#Y z{dC6pafT6~HGHe_(HDKKQN`DlhPx~RumWUme=dE>8fl_SXZZP>f7XAq@=8&cHI5DF zPX^b)Vl>$VB)oi`urSL_xjZ#9v+=kt8vI}~4Fe&bU~tlQ3^UNEw5J!HOT>-ydOlDB1`Y z;iS2@)?ykseKz%44_Zpf@`L_?Vo;seliKG8Cg8hfkDR`L2HszA<+SO-DabCX^P2Hm z4c6QSMa2*gJO6So2M=BgNO`oerhg;k2)C$eXxGgCAr*G{-%|$qFo@FTw0vbHcNloG%0X2NhW>5Q_%i>KU6iS^Dxp+fb)CDtr|W%0n)JlA z*gGvspnvJSPQH|nr!#t$<~|15=m1pQ2@qqt_mtNRX*}C^E5}8E$5SzdUvUr%X(Ph8 zdj^Gm|DqTRs`*nbR(7&E9{C?o%?$h0(#K7jNBHyZDGi0&e@klSnk0&r27Cgy^d<7H z@m}Rgc{LP(IsU_8ld4HkB}k;nkzlThX~oGmQ)4iQ1)6Vw?c}AJf1@Swsob~WkYE0$Wev161|llNxJA4V%q$es zC1)5f5r!p^inB`#Av&^OO5PWmX_EzdL@mD}S9}vSTT9L*VcLjuR~#6d7C*&EhVfqh z_i{YEVRYYNJJU~yKzB@wk)m*~Q-T^|zIX)vf#5IFsp(6EmPgUfm2 zZIH=>qd4iyYoa-K`*rP%ZO9*;-KWgQW=4+O9ka9J<>bZEVY)QAx%E_2oU8l|?>j3W zO~A(-$D>^4|0Z0WwzjXLwmax69FRhXDRPl_C#N%3 z+ZjgfsBV`pw!RjCw_RRT5ca;Vqo|0=2yG9@-aM7W$)4^z#|yq6@GTl66}EM{b9j8T zokgEluJ}4F`Z@55|GFuZwCT)%VuyoDEqVwas@WrFVF&cV&Dk(a;%IBg5MN2mCsef2 zr%&5w`?R2higSwFo0wu_{YGifY^k3A>5`m@0L`q@fP#^v*$boeOC$RqB=(ZN3w z4PGCnZw`oC$QEcManeyTPf4HOwcbhwF0K5-y{qLo90<;2N^+D|)#g)yogyJ#Z(oAc z+ZUWQSq;K8r~3|ut=mE2>avO`oYq)E4&q$A`#noDHQnrK2#$6+5k_DYnS4M>Ug}Ql ztr%OaPJ=1yyp*ctMp|A3xo|TYCfFN%biFTRtZZ!c5Lhg+RPahl!q4nHQCrTYjuYPf zrKpuNhtb(E9ct@(6S{kWDN<#)&gI__6EC3z*_w*};{IPgUMd*LSSkVU!6P5V9G>~C zS~ulQ*DP^N5r6k(X1P8h@arRa0);m- zx9wc%GVau{D?_9lYH7k)=Ri%qwDdU;lAik(mI;0fqt32f^?tiW>@O*XFCPp*h_Ofo zJ(OfDzmE`}#J^#D9*N|0-s#dfBIaCG$PVyPka>3yGpguP*b}H? znEbncCn}w+55wlsjtW=}%5xc6rE;0LsZ3`|PFyzlhT=ZDf$AoK=`7U=uKC|}$Zdw% zZ&(ovNun+*k~Gv>QBY8@cSUAgTD+hg4$uokV02oD77ohtWVS*k70SVH1o)2rT|!H= z>IZ!1A9nNoshlG#4{}3_2B53STW{J+$(iDu_vINCK9I9YLijcOk4H@E*&bky(I@Ec zALx1K{spgV>WsE47sM8m(fd{=vi*-d?aGA5m9tA2T?c1SC#0jE{3$t~_?2))!#!-f z2L#mV+juLGm$wG=3Zj70nM36b>bvBu_de(Zt12dD-nA%z1JYS=lc@VCEC*DU&EgDc zQ?X#*ssGwA8?+f`|QKEv-j!{3_bLchFwo=zOd`5ELCkwFI1^EC^I zZC=0OYQ0K~zH60a^>u&IfsMml`>)>Sxgg7=hM_z`JnlPI;bvjW;quUW#u*u>>^#kM zY38^#TLImge+bkq{iPuz8PIS3c>v$4sYz3IpHwO<@*pITT!xKnq@rj02=4fkuEQI& zxqSBcmkA7t2IiUMQKl#kvRDK?74Ndm>UbBXZ%3pWGI&*fB1yr< z0hI}S`V^e4*4N>pa_tQ^Y@pdP*sR2cO%aIifOK|4QQcqIkbuAlgXQ;kE2L`wO?;J* z8QCK^GLdGh4LS`-o(ca*i%cvInzUAc3z9Qj4(@@R3xiBwc|HVc-J3Z5 zXflRyY3x=0g}$;n)BoD&laq_-mXA+%YeZ#068{V-atyr@KAxk0yViV#@>#2~?gzknH~e-wx@t*hH<^p=^a z{=#{{ZLNCKI{5&J*$Ed(Z#i7EZ@)LiZzWp4X(cW-bZxTw-yZRM;+0*e&DuDA*?U&_ zUHpO4KIVLk2GXd_$ODY;`{fg%T~I?V^NiAH44T{Qiq_e-yDhtSCSKE7FF4Q{k~@QA z%u{LdZIU$ruaXZD<{zni+8pPUyC;>jqljuBbxx@~5Gf!a&laD#h7bjZwxlYP=$I^e z#*u>Z2&mT}%d((K{>8{i2n*QoP}Y$E=)wCvL3`#dhgMc8?F?4r>bc1wv z!*jU*?|S*hT2tqotFOKHZ=cJ1cl@+^*V%Jj3^}KcJ@VVEwf^K*I6kojMIhp=c-nQa zvFIoTADj@C1Sw)Vne(YSz)|N4a3hfky0y+Z&Kmk|h}CCHPF4W`O3ln*rNe}c`-Uou zJw*hkuN!$*BVkUjR$HQ8{Ngacs{u=aH608WOn)sd+bxz}EPU0Q&&39=`aY3UirV2E zi&+vm`fNvV9vIYR=!yQ?5!wnYgHPA|b|OCt50k;~LlP})P6jgE+c ziZ%;6<9P-A_ZiNbv0aT&raDi#E?=*o>>PdjMprVN^C>^`7|ZsAl)GhzD}_!p&{Qr) zPRRCvQR0qGKdTuBAJ)F|FhYN&2B$5+fuZb0pSQw(J+Z^{d=nb8AG0&sLE2V%l8cRz ze0}dD990G%^LA%FZnwEKVCOci>-6U4@WRf|9al8p`@?E?y>jpNlDbgE0naDl5?)ncP}M~g6lenX$Z?9v1K9+zjg*QBSBzNN^R$-(SwJ_c>cHbRyCJ>Gsez-(Q7* z+ua9T!(@l17pJlh=uWGvPTWzULNkXt61+1xZueIMnCKdKb=2_L9v69>#CZDtKDiF% zAD@h1fQmQFGJxX7-QU;1NF8>~HsA>-Ai#;EtVHt!A31PUo_OtM0&)8#<@vUv#>XMV zulMgOpoQ<50!EEI>2l}^AlwL_VDIs1&885VpUq#ZOOTo( zk1gBM`(F&AUEFZ$`6?RCx;K}{^gLuPms7HptAWN?SR|Xyov1g;Pv~chRlZ=tEZuDI zF5O=e*WJ9c6y;RB#eQ)cHZqEz(|-NBRLM#rDeouo&(|nR;7hB;&w7h%Tq3vkZZJ{I zo!E4?@G!@c)7Ij^jw|FLbNKBO1B`^k2=bIx%)$GMha z*#s);lpP1X4*zD?c5=oCS#KB<%*%yH9kfM~VA>F;+E2NOt5 zoz8#Gui7QzGi$m2x8ru6WeR|cGB|<+9pgc6*Y>ZSqIpv2?R9hI?E)2D#m=u!>=~jY zQ~RtH;7^kSARw`~iTKpry-eMZL`%r&t}le*pUw%z-^dkB>;6~s1S={Q zlHCDma3nyTQZJf~=rGIHlt*AkBA=;{X@yw=4#d%?+Hri91pSxeX|Q!d z8NW31ynmU-jB@XMZE{7TXAlm&(YgC?N2<1IXaxRA+tY1vs)>Hk!&qwQasLeJF@j!Z z8sMT3RW(pHV!|gL=ZfW9Nq?Ki_M^4#FgTd#A0ULjVUq8Fea@{s{0WIq&pjEYhP;|< z5tDis(3L~)$IqafUyD;E^6*wAtSC5@`Wu;;tzB1V8w1pYsKpQgGTNFxQ6^mAc^-{g zssIMl2vyjR_DaB2?J*!MO142yK@H*k`d@&z*0ydu~pi}BlU;$JJ z;3doea}f3^zvt`#!)O>1_0oQ;^cr$@zB>kT-a{0*na}Er6XE7?4l0^o+5C9(<8t=UX)?$KFU z6p)=0F|>SSf^=`Z(>~Q>OMKT$0A<>{6sHS44*zz0+_A|G@B=v|Jt=JH-NycVNUuM- z1GnKH#XdRN1_W$-ECTmh;oR@P5%)bdQX$uimdtL0+_n0srw8q!E_U9k0lYj^S2?|P z;3+JCE_Q(Q3OwlB=g!M-OHQCKXf_z-?GsZFv+Yx~$J^8aW>jSGe#Y(k-K}&1)U54x z;vdjXQdBGk)?~{L2wlgF75&Eq{QbKvJe}2|I$uc z&28z4nAKu0c__gMG9~l&UdF}e@vtKF_ZX!Z&en)Pzfq^M{frtB;i5ZPbNjwZi{#Ss zgE8W>i~05vXTa?}g|B7X1dxmIBt>niM4tV#@f4n#T(`}D*8uf@+0oT%R*P66CR^VY za!eQSlOLJaty;}qG+(_iJ^I^A0ASlHWO*RNtRUTMAV8c#%Eyk*v&7Uh!VKtGd7K`l zC?s7|Ndc%-br2X2TRFLDW{@nFQ=kW+O?IXRF^~x4kPyDRzSmz>It)M=P0R@y>dKCqIqJFZfB&YeUiHqmbx{)f~D0%!S}IflsrIm40KGSQquD}$yg5QOFMWD z-+yD|wd?pAUL-}F$y)gWD6YwcU_7$Lm#>?o+qha|N`AMO;wm;!2=RgR{9Pvb0gKK$ z6gs04bALwMuxu22zK&|)eYXD_XtB6pb6DGl!QPRZfV6(#6T=^}4zqUHvJcx0KlG(M z=0vFU0Yzx0Kp6`t&mW4I7O~&7N;t9iVzc(_!u9|lYBWhn2PEKMfq)ZRRKw%me5Uoh zr@qwBiG-VYdd9l6Y6}v_^-yq|W?}gOKvJ?i?q@xeC?umRi2(ntp#_36cLjf>X(nh& zur*9?JUQowKpvhx)sH)=mq$N&i;kZkhRLW-Ha)icj&2uY#wawj4JbMltB+u(^e8F# zDiEd)4qXT7zDXQPaxS1>Fwy&gq}#+2?g}n?EdayAN_!vC#faVc2gnHRlh7Dorebl( zQ-W4>!b2g?@QBw-<^`}G%mK#R;$z0(E0?f*Vwwc_*lKy5jn_-r-IL`mYDEL$^+wg5 z#jQ+C#xz8p`u$>dpK#0 z;=neNb0I(_Wj4Tn9|JHtbCb1^?pMbp_4%6)iU*u9Rmh(v@E-*_41}R~+L%eT?=?zq zHn?h-kQ{D6c&>rbhR>tTs97pvo64pu|Mom^QM@6M{HoP=%K%$f2pCj34<5SGJJ4?-lt#3rN)q{RIYG-hfI*>dx@c~5Hz*UHk zdc-0VvU+Llo(3=r*Jq!@TotpT*e^lj@%l*Gnm$KuT4`2)oAnqh0iJ(^n%*)osqx*U z6CX>K3^f~P_2amYm~U3j?tZ%PMS@YwCYP*l`m&B-WM5f}VTyy8LLuDys1}n!UC(g* zuu#g`+UsT{7?9CW_p(uQJSG>NA&8(Imb@u5v}AFM9g_v>7XSU~dOneA$HlKD{Hf>7CYD1 zpzZ4rW7Rqn-0kbt6THm*Q~Wr84Qc{^Eg*JP9NRFx!S~H?c{c1$2Y>aWNP@>inOXiR2>x)Ay#~fUxqD?}%wPhQ!CKy6T+i zl33MpIvZjan-}%D+Py1>e?_{SUn`j_gQi8$=TU_#Vt+)?N6}f*#Z7*G{+#A!il#3| zG6tl}upw)lwxCNQlY1BR*EteJHgKBbZ0b|~PGxN|<(N?&S1-0!QBi=O4`$ipgS_y^ zN2$fIq2DC+zFe6?M5`k29c+^D{jbPY3~J%qMEw}C(kK0hf;4Bv?Q9Saj+3!qmLC7^ zc+$jmlos6-#vcoI>OvL(RpYFpHfh2hx$nGMGH${KssFkJrk@N!EM)7(I|nkI>rGOC|q-uWZy>NhoY7yxM-?US=H;X3O*cM#qR5_-i) zWVMM4$mdoALp_gI*6x2&4BJ^(g+@SXkl<+owP^Qxjsazo=VM;WRI5DVXO9}Q>_rnP z;k7Qj9@o6MVvo^&*2miP!1k32K&*fdf8Jx|zRio|{lc^y<;7FcaFrFClX3V|z*AV- zbV>cSDr*tw6v@Q26;o2oJ&Y7%+;GLX7QXLgUjU<=wNqLDOSb;(cmhy>vA4cyqG&dK zxJrK|I4%M0C`Bf%Pndqgad!3^c6oVcJy3vdeZR3$t2jA&>H2Z>=k+H74lx$w>bE6H z{ily1ra7j8?sp?**~nJ`aud_uz+A{{>_Bw0-M9q^4<7nQ?S7`|)4yd8TDkWcZO4~z zdp1re0~<@;@GTx)q?|x_;E(D$0XB+RGUkvw=PtV3^(?UVYJLj1NUC!mS0}Q(OSXC3 z3YOrW-Ar*Bjx2*$KF!#;`ccKf#LdgP>UZw8Sinz60_rN_S{B-5fUH=IWUQp~2;JS= zP5|^U^i?q!Iu2r`rL{tUvAWt^1-CjEz+VPpzX;0uqonYIy>)NqjQaUN`|-FI=wjM= zZdc%HK?Fr!fV>Fwm8rKBnd|xZ*MbSKU)q!Q)0dylatJ63dbg>epQgaC)bY<1C8 z3Ro&}IVvs8&tQQ6pYFs&(U_C{L3bi`?~P?|D;+Tv(0&7ad&r!JJ?68g<7@<*n#-I7 z*X9K#CXjxvOE8N6ZESuC{-`44fJ&3)HO`z_6zrkr*oS)4vchJ#s`@IyA%1=Q!Kl(q z$dD!#4XgFwoo_8bj>?d%AKJ1GaZo+7k@L^DP$|2dIYtb8m+jQq&=!C^6_&J_o$`xg z*!PgjwCCZs$3_sJ&3dfjrz3l`=gV!@$5lxXEX?Cmx{t+7cq?Kp`|{G)JCBy|^G+I2 z^K)!g04;p)g{1#B_v62xp5rrspoQ@1Xb&?c^642SdgFt;dexZ2OV@uavyGM!E9|j= zx`E;7kAFd)}R1+iod@Vzlkj)x7e2)~+0v-b)>XJIcNzJ;m zO>c_?tj688h2pD9$~3Mj_MLO63NyzU2nd9ZpWSX)uh%Nr7ioor*_*Tk1J+Y9wJ=M zi-%SG$a^{lhz+rv%Bg5oarZzwEjwj4#QGQiPiETZoF)HG9R%MGDW#J0X8jCGBtE9P z6f(dr$nx`^<63chvpI{bs+0?RoQ!sop1gKKpT%*#j3Ni zKP4mZ=qwd_2=Xl4JnuBC?^sw>v%0u%3#~DrEj}cX8WGpiBGz~e^Qbm(Oeb?-`;-PyUk{VChpv|U6gV0@ZFHqSOk|& z^T%68C1mSrV0xg`8DwHg&+lM}&4DH{(9@6br4RKQBUmmef|_zlz_J^*l_6c^ccie@3qY43$&G`<3gq0>`SC{>YRHg=F~#7XMaq<`=vHImktfLZ#G3%Y z&!*7klP?)?@L{0$Jed5+u{3*melh7CEykbl6HGQrG$V13>^PL$8k6~mfnhHhr%I41 zQPG;T&0D+{CIdz$FyD|+h<$A zg!G3p4SwUbM#)~P$kETXUF(G%<4ZY?_?{R0M+a9Pim(h0oh^Awt}zOTCN0@xPD2~~ zpZ|5+L4nD!-v=R`&F@pZXWY+z1EBEkOUK!wA?$ffVoKp&f%!NjD&boLPfemlf`~*Hy%K8*&L8w?*WTon^GyzzmqveG)-|!jo~^fl2=7suj!Mfo?4} z{ErC_3g5#qu2hA;krP{I{A4C*Z<5^YTH4HgM`Jiooz(&H7?8GfUTMvr92Lvp>NR-q z1-eIPU;|f`W#}aCjrZ(i{`hpkI6gd}LmWPQJ-K`Ox`WD-IK=ku{B$qMqtd(^L1ttU zj$J0!T{}7Oqi}t7bpd&^%g_;hEGs=8vlyNIojfM%P*E}) z?O4QG6f094WnF5u_2eh*7U|ejbQXvJoe@(;cuf{iIcT*V?JqIO>^OT*8#shb1&P2S zQ7sWOsj)`5Is0dK2Ar%6?ghY%{jszt2ymwlPj!-h>%?uhi2DZzni?8`4M4L3pnV7T zZ>an(H37e|j20vDXX8r`#oMOdc@5OyTg$6(tZtX^d{?X6&#>+`3=FOMec|D0?p~R_+(HYIj(3r5zUC{DFeo zu}!fcDt;5PLNg3)>IYx^PkTM{#NKXmCo{v({eexSph=3#!x(57mN5BYP<@A#wwXPs1%Vlg2EqT1Po7eQY_? zzJB>deD{WSylbVx)$1N`CNtOJhSpb7yV8Eg2~hfTk%`=<3q;;@NJ)!0%x zC#*Dss5%tFTTtuVeth*bm|aSAiPs-P2UKMgOod4zn$N_6OhTBCrn6m^9zT6 z-N-1n#LVs>1Q9K$mLd3W!8;}%T5kCkxG7BuB#F@%#BBt)YNcd>`DHU)sgsDJT^Z^@ z+QowPPw`?{K8=D8Xem4LQF42UJc~a+vk@=#D{LUnd*+}svikipiFG$MuQN)IHOAAw zYEZKcw=50OiM{hz{4hWn#mybAE6CZ2u^jnx@^c1rS_$3{yz3`&{Xt$I!y}k}P?eal zxMUC&fB|kfA7t~q+e+c_yLXcZos=~lcLL`=#kh`&Aj5!xo3s9^X)cQ`@%49ktLV|m z+kDLo|NA}YdKmfX`4E@o&S+-z<-1*KutDT5F%qMTa}zw3b&TdT3Zn0Bc=x$?{xmT( zg?fe`lP^r4_136Ql9%JI`NnGN&>TU(!R4r4$tqz{B9G^b0z5B?qG@j&-#^}WOngGc zUL>V(dfID5x7IYub(y~X-aql;2XlI@#jjMiBFDtv>S5Pc?#o?^bFGK&yu)=n2tAqC zzfGlhOB_xRLvJXR5n}qy#`ycoh_tQnTN zlT_Dlu53%&g45^Qm*PhUZRfv}j2HgFFtwHDP^r%l{Qmvh^{~A>KOY{zk8^I1WjnQQ zU)*sAJo`33-vc@aC%xoOujiyXA2;lXPGaWE%s()_)mWWLGM9R4@BeLD_M;S?{4uiPi&B2NkM%}V#M?-Q5_VD}-l!s(>b~v#T~2x#%OG0ffyN2KY;>i~P&>wkv72bMU+-Uv zS-pM*9)KAxHd#JY=vu39+>5j1RGo?Q+}Q+8sD2knPx!DM5wPI!NR>oqZPWc6t&8~Y zkVB%`TNyIP8%zk8!!m$Eg#zl&l`dO@8Iqq5X8wfB<^THgr?$n!&@dv3T&VCV6F6`i zvF&ce=@cMu*et67>_jp$GW&q9&k^!RHJln;hxY$u<}}M9s;pS5=+ed~W%ZH`_KKR| zQ|{u~4twL#t$U&EcjF2SyrDmtNSPGYN^O6}FJ<_dFr;`XTs5TJbfQ#2rryI@J&%OX z@!IA7O|eSG=#+a<*@)GIV{VcnW#46J!^UnIp~UWevX0_OhKjS69D+(DO{<^8JoXaq zyGi#VbvdbikV(MWWz?nV#)iyv(@qc<5?fc%rkwnAi8-=tHi2KMI%`H?D*iQyla6KM zybv5qG?u9Hr?j+&ly_ugghaxd|NHmvI2cF{C(EsVO;!HHRx09A#6Bbw|4#`Cin_JZs)sgm%qflOdLo!$k`@n~*Is?v>Y-r~| zd0WNN2pJteLj$<{$k;o-#SZY`JLqXR=KJK?B{sS}G>>ApIh;U{0=@1qW$YuW^wQ#t zT#3Z!A8O!nz0-n7m}v8oue*oif_O0CWGG|*1luOCv}4`;h7KpJjnx^fdZ%@?McAw_H4S*YPnK-5d}byQWweDs$T zbXc(R@tZ1CCE@=Fs0nfz)?vKHz&Lp-yH=uz9vGM)DH!Es_Kw|&{HDhhfmx%FA+ENi z#{gMbctD>q9d-Z3As| z+;Oh>+wH(#5q!eD*eq@HLyCNx^ziY^NAfeN2l2uOf5JHus0QFNsPYC+tQ>?D18V(R z_@|3AR$DG5e9-kX|Cvm*?_u!#JP@ewFGpA!4bYKIqm54ZC(tPoL<~Qd`G)wcnBq65 zPK5`7$ z1RVcmydvrU=;;d_hg>&X)^h#f_0ebf91oEEBf^5)x?WAE;-ud@fviUt$olywoAsSN=8WPCx}OT;*eH5h%cQz&V8&% z{6(2mF;7hYyv_cZ5L(q|lgAf0+*W*R1f3p}VuvYp#jw8fI8o?BcV&Brfo&@ZlVZ>J z?;!q7<@;GtrgXE?;K6bJ1t|y4FBsN1KA+M}!iJ1?-(~3g?PR~xItgs3g2KSUz$m_z z*6~tLRw*RK-m8}%h=vOtJYTL2i3=voG&9X;+Lj&nfhAS4#+A!Z(_js;0fT`@~@-3z;)oV>_1` zGMuB8?z&9d2u`0T=3?wG3TAehEYETB<`)qN`fl}_We+u^e!c+UMw~m$Z%v6A8UpVD&J!OTp0Iq z$rIr4j^0dV3%6zJaz`UP!gIwJ?Fxzx6GEqM8|AAaQ1)U=^@7(h;vIM-=!1~Gnk&4f4V;{S z)PTHB&~3?(?cTx#SOTL{95Tf}i`@vT(E}x3A1dRuAY!XcIix%l`XTX>e&Md0z-8t8 zN%B;ta94^^QH9X{UM%Yz!M@2HllS$)oBaiRi1(dO!Ei&t=)Wdp zq3@poXQGz3-lO3&sU4o*1BZTBy6sJZ{I(fVjNG)AEV`Y>{B-GjcuZ z%z!}?uup>pL#*L4%=g)mvs2Z!nb;cd)S|ccX_p#bCfMD(q`6T)V#RHOaU;Cir^YzJ z-g|ey{wibpjhJ*fvK<4AaTV>e z9UkCXle;q~I^||V=-~6@r8(ZskLk5eF%GjHN=_^1Fm5DReLD7V{;Mh9FvlmoOQja} zm9UD2$|i#U+r@NqdzY-R5rwd0$KXfCz*0_+!WAi!df?Jf?&+vk-80LD? zeCv^rM=2AM)qypwP=|^v!sdLgW$7e`xC2B@CCY!fJYQRpgGG83haCqC_{gjJj>Tq9 zHm6UvtCP>%%E?8#%-Icc4bz*sNDe6S??t@bDQskvIp>1SHUVdn2=Po!JIv}rJu4DH_im_QlD z`lf4v(OBD$G0hU)7QC5nxod63Z&AGj{l(jjAugHy86-kmE9iE>rZ!% zv2I^?)>AHUOa{NiVkTnA+2jojc}ex-lSDEI@d`Po2Q-C92MeEnx##oxxezV$gQ4rA zb{3*x{8%)%EH1tu?Z}tUHN~yPrDwq-<>!;|5UG`{HQr>5e$Gd&n)Sd_5oBwv+~-LH z3eF2@7vuQSV7>10MUQP&l8?`e)f?3|;TNB%n}RH}VHGFML-_+Uf47Dst5mE3B7!uI z3Y0GWw8H;lWtWb>(_E5)$ccV@v6{#AMz4?e`@3xQhEV^0;GJM_6L_(IOM4B)11gSw z?!x)W&>2Iis7AQ;0b9++Q_K3n1+>HuUu%3U@08n!(`jwYi&IoXIf!oC+t@8_J**Ou zm_m?dmbkm`G_N4M`v)J4m18z*{l;L*M$Q_E&ycZI&{^B@P{QrM3oy34X&7x{kEuxfzuz;UkEIO~u|D(vHQ+ zs_f3(@4lWpK$X{wnha)}XNs=5gvLdEjj*qJw~YduBSG-5(A7)uA7x0@qffJh33hPd zBe%MnvF(lca<8Io%clufcPqF@PW|Gr&tMiIFtg)z#CDZ-sT1P?qd_Uo-mVDeD0)p4>s|sbL`_~V@rEwpwK&7< zVh6YHGa0u^Pd24ju(+z;%~=CO983LQ($$4Uh>J;@?zDJy6|m7Isq9z`stOULN&hPv zqNA}60athQkj1%=yh#}n9&k6-t8t4JJwPO1ie#^9hqrNYhUdI+s_QTOz%xt`ww)}< zm5I+}c@u6lDQmIGLkODnZ~8`VfP0Sy0Tp&~gllo)6hOLigVPm=%*1}CU62eQN>y1= z+Yxp&U`S+ss#Lj|Gn15gmegi*HFKZF&EbmB6~t6& z?Rk{)OG6~N^nydo5KsI8V?3$UCWwPM;g=$#E5??I)>;T)Mx$aU;^OE1bg!4-joE~W zt|@j1Qsu?Hr?+=Z5rakSRs%P6;OKH{|5 z$u4R3^FxGO56>#APlkr%|4FC3JYKxU*WiwvqaBZB_Y`Fb{I7>=btH;W&SHtkav6dy zFfESCjId(OH4Lai5;t%el&fT$K(#pKa?}*@kmddvG&@an5zuw(g?m|_KrH+=a5}pr|Wm5k&Dgqtm ziLW&UiWT?`;B;p?m240t%qcK*ne*@M!6CS3TC%6E;*FvIa~ih#S1!Rh44tetspqZf zuWpNJV$LwHI&N~b!?k>l%XyKzKgz+Fd9t#bfspjp{`Z3_OL2u2Q$Up|lB+*B9hx48 z=?@7;ig%cZCbw1=F2;D*{&kQyMs1T$+-N7+VL~~`+;OddMj{Ci_EbrVcQn?L8~_yC z+zzWfL8@e_C5^oC^Lx|vJ(`z!Tn%wUjpbUGOUi}k6sljR(?|}{N!%s`pm)&-WPm&0 zbfR-Xml37=aZT_!jlDgoT%5Z)`WeC@E(xC<)Wf?te-kF~oVaj8A zZ7LSlSo|0hVU&8AK=#`GDf#h)Fb{mtiNSZR`Q*25R0T0!BPKylhrx}YSa-(qeEk*YPshm`OM|~% zfBZ2-S)EvqaAT-=-1e5!uj9b9hw*dR=Q>#ARa*Jif_K-DZ|BE~wT82Ds~LrtnyynjFBvZG6lzyt6V=b#vctulh?09 zcOx4}og1j12pwH)^JcQ%S~0z+okn&%(Asd41EJ&n!irZF3!5)xxQ~akCQ`C-#UQlF z`EJnw{_9sJO-+FXVBNYFu=aXJEqYk%~@7D>!ykpya^D7 z%9@*(jyO?d)GAzO@Qd!Zk?Q->)WKrx1z$e6xFY@j^1dS7r#g_g)<59u??Ld92dLe_ z7;jQm*J5^tkuN1~n6CxWvo5e1DYG;vryvSD^mcSuPcG+WJdVNEq#O3Rx zHcu2ftYQ1Gk;kEEni%_ij&RS}lB;`96I{)Aj+&G*TADrJ95X_=g}Oly(3PEocgw>KL7_8LEg+N0X~Os0cx*D-w5KfP==xlHB<}J5CKez8HNUfAK#w+ znNv|q;HfUA8kjL?GiE>^7H92~$~3XKN9q(%(`6O%{HqMh@dFb6D64>J)zT3`#DFZQ zC5v3@o9GDpb66&&?uJmKZRMDLhL>2TPfT8VIVQXr+j0hCnH|47Y-U=Dg?#2DGVTw1 zMF%^$WcT~{xby%yir`q(>_tkPufD+vw6NpTlh-BdKTxrd)LXl*dO7Atv=}XNz5Vry zUE@^MQyGvwRkMRF-cm0ysTZdDqi-z@)*;|DQARyzB%|)L={$fKDh_K(=S>3VFO^}k z-C4XUzZb%gGksJp^p>~%=$_}pT*cv1(%IiwC{2V83XvRF4&0 zkSGNIC)cR{@~7E364RxmNZ&796%ak#S|P92woyOQz!$ckvTz#+(y&Hv3V^yumbC`F zSfM~FU%$@ck=1gI^hQkgG@gA6uVc)dTE0R1Yx<~0%6Xw3qb+n-K!CRopbF%`b3RPD zd9u*Zk?(S5GAwMqAqFzAGL;fiRos)i_Y#z%TiO(cN_vjcao^u1 zE+VK@+3r-stSm*r=BOwE9U{=wRzBO%Nt+YOE0#9}2FzJ_44i6NYVAW<-=k_sKk+pd z3pE@c0eM}t1DIs9HoINatacs;LT36c-Vjyo*d~byFlfwea+48;lQ-{g2WB<&)41WFGy6VXhlH8!NJf-CaGR6({;0y z0bj)!`g{e8A)KNmrct)fZC-lq3wcBta=`QNkcO(2mk=X4%F#N^Gn;hMvblF1R_FvP zPbC}{xP&U!4ao8b%dhbzqlD-JI$(|-?fDwk%o{|^3f{`;vl@6V?WirhSMTEDT}boy zG&sn0`w7gLs0U$60{QVjC;^i)-c2N-q@TlTV~V!th@-DNmjuKLzJv&JaGJ%hZPO{H z(YM?+7esBa?{H%~INvj%$FDNnupgFm$73LE{Yvr8F_IVgGw;Q}gcyYIY5|B~9uQ!! zZ`ljYm@#QMMd{pP&fDP&vX8~{W<{htg&9w!9hYpvlmsapi_s)xMUzn$_t|Pvr12bF za8!~#SwE{{gVDW_NK6u)&AC|UD+e+oCUMNEk{g#|>~qA8)RC4;oQ6;_=DY9b={LJO zpxVDmFJp&ccAsw!*;K;fQIkp=`rjR<+T*OhceY&FSW5wln?nYdI8)vVQ{9ojx28NZ zV{;Fd188X{DM4M|>n1}c7!49cXy?g8-4vuUXoOK`Nt1VN62=K_TJ@_`IqSQ$P&tpN zN){7fBd zL#0LgJniE5kV^bZMn7%wCtf5I&ji}j{<$=(OOpiOa%LQPh8ZJC=_7`~Q}l+@c%uGy z*DL1xHM!F5|KUM?Ps!v!O8#Op`*tzr%}VE;c6K z8v1Q(nbgl>b|Wcczgxr8pJ&UqO^s%l))?WTxYDw=6D8EJ%~+=;B)yR60DoldNv4f1 zQDqceSmgqHuN!J3`GLOxiXlOqCu-dV1*~1Mgk(6NQimVv&@2E;hH&L2*JN zS`##=TZnHQxz(WT%y0h}Zv|cc)|0&DlxeltuUj%vM}KWe4vVKd9sG&?aJ(ZDh1Fxo zm;af)xa{TwnqBro5T;?$4i}=PMv=izuT$*3$x}{^0A$|?D6|eY&y{zWoe$fYqTUKJGPX+#p$Q` z>Pk_npv)nQ6tV_n-y%LTVEoLIh_0USf7GYp7^fbUXd8~mQnwaOHvT=HZ7MlA@fJ4go;X# zjMrX=eL|3tcSMTc#+^no54J8NQ*)`)a>vA2KHey?3WEEqNBs&+W00;jbKx0m5SBqa zF(Wg0o8}4as9lwL?sUj!K8Sw+r}ynv!(2!KL$I$7leN?OuPwjuI*L9>&%m~QTbC?R zX=W*_U|WVC9TKUPX#CG@Z#bD&?TX59uZXRkSyi5p1%*m9feQ>W+WE4p&}tg*+)Y&? z-+vUJ7sGuTIK?jeX>&s09R&VdTOwK5>iZZ%A4vO+zo*#u1VE$!6;PT)!2*(1Wf=L$z@v-zEq@yp`d2E3X)S>t)E2Vo^(Om_itoh zu+zDu4Pisje}bHC_(-R%KRQD33A%0aa2@vOD1t}MY0(KG=x_B%B0jLZAr`w^d%??) z|Ia*^3JnLS-dqyRKQ87fdD8Scyu77qlJfI0-o>Jt!MHMK5o01VH*BV-yF|3jxZ+Q- z66T~cngx}V>KSFU=nQ?;H5FFqrMi7rz_$XKEL-~$uJ}c9!h27}LA#|BT|MH>Vjgj; zt&_Q6qRP*1FYoS?1F8((Mz|V-Igt^*foizmVXt94PL15g?uN65uZlho5?Xu1l*4{M zQRK`b5xP->L%_U)u!B0Q%?OqQLqD7U{N%}PW|60vBJCk3ItIs~xyyBUrW^g7lDIqL zXhv_kS_subHwudYbrazN z4~wBY!FzXI%_dkgrKJ=;SO_;e@_+RTA{f0tb`dO72cC1O$Vs}SK4X==KHldmU)u`y?_LUK9^iH36~+14?M=c~r5H3(z?Utc zp>b$R?r7wF8a(PbK>SXVcN*TbddySGxGMOulZ#pw3Fhd%WjEajzbv=GdN(4>ribpg9?WGAGDlXr6#pq%24c?pNmDKy)aC!h&?O=jp}}NuAaAhv zJQA^MFp^_>04tQtc~DvIj39!>DvC{7eAvb;&Gt~kx@oJ?WD2BaGO5WyUM4z4nbC@_ zZ-}=>x8o}s?n01PDt{ecyb?fCr}FXp;s*cypG^gKQdY;h@|chDmDc7=cA79Bm9a%J z0sKW!qAC7Y3Z5akN!^8YgxLljE)8~{F2)4;jDY@l4wO6jHq`Kk9xnf&`+IK!0s=Dt zL*jYxr=GXjEz2$w*e@$sNSV?QaLklNzb%q@eml1)` z{|}LQx|-c=xmoF|v74#@ATstV%_2t+#DHL&wz>r2tFY>;$m-we>GfDytd2(agK!^C zaLD50;O$1Pmau)vITZ_RB9WsUMUr;JXS3opkdcm@n;75Utpunz+Ms>?8Pc}}XB6Ny zq*ayOs@%(K1-yz?AFIsq< zzN^`Oe-#%psv(ohcX;_ajbYg(v&&V*iEWI=Mm+vSUOqpAx011M#t1h; zpgq|ohIIx8MZ}|$FTNQ7)+JTg`OR_D35bA@a6K17rS$MD`Lw4F-OY>O25>Qv)RI(f z&sXKR5j_>aig+UnJ@~^fCo^Zh3WW@#rQicpCn4wH51dAh>SW<{m#~ZLsXog%&4>dW z4mJmPgf8s~dlzYgq20ZkbmRjWJ0R~#!*T@2I!jTgZ-{SfEt)W5bYo~Z<2Me&I+Wh9 zBHjYrjh@2`)*G5Wp3xP#4?XRPm_ zye(_mwx*^gr@9(nS67#Gb!ufLIxGxnkvjLKbM!W`ORK{&)i!vkH{LAd@NUZ-CPsoS zcsN(BOSNzy1lQ!LP)bR!2%^l$@M#GLy@`p|fY&<;zXNrfHVpnr5qXCt=wMJjN#bjl zIWEJJJ;P-DG-u7czV8gD5+fD44y3%!K7wkTl#9}yrA4Y+*faHY1WU*Hz=z$N<&D(X zpmEgNZpTi0IJjt0oWd@41X7z5D+zJL^hrvOng32~-@GEFj}QVeQp@C{fWbL`NUH17 z??R+iTtV)3SZ*Yo_(%Y3Y3pV`fBszQyxCg{`cIxUmR8nY+P!$mWr%~Bi%aMQFx#!a zPC-nE8Rh@d0~W6D(YB7T$`}GY?Hax5Y4UxbBT+IhK|}A~jI4Cq8}r5*2JdMerD|vV zRU)Mq%(`c!2syuVW}Q!o0oM#b_ac*#k?B}t;jb|i^mc3BAB~gf5`AGzh)jX&Lf9FA zU<4Xr#i{C?&?WhcdU(!z%6NYq)4bh{B(LLwulz??sLF`%x6*#3sfBD^HP5A(#7B$i zMU9if1{~1N_KFUC+@yYyl9rb4y)kwj5tys}oN{M7@W(x9>ifG@B}v<=~4ft%VnwuTNS+SMn;%XgX3v>TNhe@sBnz&0}u={Ry9 z-7>;R#bnq@9W}Ob(WGj3ysO`hq*N=|L&5K^Oegkxd(m)oA(6vp@}V!@dNh+519CQx zZ`2BZ*Q1yB#pPW>`Zy`=(D=Z|7NjNAzuVyJZMnO3-|lZf*K`{1Flk5vY%nrQ=ZD)I zfk`1v%Gp;pgr(!aPr%>W%|oT#6yxGSx}ZZRAPd|0v@CYgjQ@JgSpm;pDw(3Si#K6i z=3l$kGalGb635FA#Mx0j1YN{)R=_TEYmKnP#b9(eoO^2DZ4#kDyR*Or)3JB9zbIXe zwtW^0>2ERZz1?K-Ucuj@NU6><1cO z^6(K|hzfZ?30fl_TV(wX-zVtCe~l7xuk!&iwLKpWy@8IW&}xo>%(~h zW5RP3$FQ&GC@!_sC&C#{9^%h@_6cJcVt6srfPsAbLySC=hP1>z?*$A}o6 z4XCr!VZoo`l*{*_@6U7T%OHOl*!p|%@H-TOg>P~fh=oHZhTcmWr|?S8%h&mn_Rv>z zlz5R)1Yh%ZRE|0S%ZnsrZJJQN_7GI4Go+>T%BIDF;cR)EQlJ!;~us8X8Y=l=Xl)W(S%>F(MF1trF6)&Lhi=E<-0- zRA&?OH4rsjDy^%6x~$1YHw1wtLo2+l7Z&#K^l|jmU$tx>Klqv?O)BjDA9H6NmUXxF z`5Ot5?(XiE4r!$%1*99KyAeUULmH$dl)BKP;NSP_WeBP%sca*bLN`)Z@AzR zgkSAgd#~?Wzx7e`=d!@$aHr%X7cOVB8tN_{Lg?j4>SAAswi(2-yxZdW<6}c{ic_qQ zyu8KaI|K1(DNgRq0|9N%enA!n4Z7;6Rwvy`L~8N}8mgbLe2^4&J*RK(3ntqGF=^ud z!a3gGiNDUzKZ3lfG(`W%na=i0yYm(w*juNbCya~Yd$&I-2QlAXOOI5bDs47!JO?3( zoA{qP_%8;-mpv8_&=O`7GxgDSQX)6Bn(TJc+-i-wTG@L_#NG(C&aNFkNomAp7(=PT76PD56TtQPr#CL6Mkf<-eW~^lkGF z4lD`E=52!))O6*Kc7=XvhqRPo&v;i+hfQ~HbZ&?qiQ5|)mbSdHH;6k6f;B%|o4&9I z2{S!?H|nL};6hKMyH8x36{v4C84hF++LhFqSJuv_JTWYttb3>uN?|yXSTFA#IVOC% z{hQF~*%N4DSwa&>pSu(k788Ca=Cp`ZI~Y6*EO8AT)uw7)EW6w$4?D$5*L%i;zuLDo z(AIBKkqo(9b=o2>&oO)cpoq~s%?ZK!tSs8!Q@=8TEh1gD_2Y&;2*jq5a` zf?f+sm^!>OGDKNE!O{GYcyT6V9bF&iRwOC(Jd{JEeTf3MnJC?>P&Cz7H9Ti~+hXsI z-jE(da~!&4dCpS4P=xE$7 zF3i~LTs`-1-Aj;o_tg-;OAU_uyYdNDYK($&C)}uH+)==kvlKE?uYRs#_$e=Mg`O}m}QYax^$^42UyA7^PyllEe%MjDeBi z({et6A~fDJK4P>-nUKsrPKlBhwizrTMAHhy74RDGxPjk$KyQ4yB6F!&VT`(EQpK;^ z%A{*>tV(%Om4K@2;gfE`Q=rOEfp$Mi;9yY9nw~MVTG&85&!tlVHw5SV@;O!!`N)pR zYK?$J@Qndk{Kqn(P~psK6v3lZm2}>$HsxQ6At~nb0iJi%$jwxLi!t_;WdW|-Bg~FD zF77-EK3<+CR(>PYa+TGTu}{i2s-TThNpq3u18S5hkrVL&9ox^{Y~rR6DY$Tz1O%Z5 zW4-EH6Fvi5-@p6ObLx)Eahyx0E6JEi;U{+^Zr_x0ppU3 zIru5uIor8nYu@p!5H?cbl+ENG*%=Y?;5lQ(kfxuVK9S$~Br2<)PwbFH%nROKPWzJr zO{PdtWJwfyxgQDhEgv=6>uA#cP_b;XcPaJATII*ld~DQKDAjngSIpT?zux(AiWjI- z-Z~RgPnyuBIUcJyPG{AG?`Ftk)I>W@@fZ*>boNXk8Y6 zy=lb>ZQWUB=tGzE0d_Z>$dIiwsaga6FNJ{XFVkEeCn zFo}$$b$ak-bAAuhC4-bs>=3NpX9oRK32!lu4CWRS{m6iBu8Wv{fQD~}fl#`#O-;}Z z@1$4J9PKSI6vl?ak~=}sBP-3EJu}SjO|ARoR)u3*xn5;N{{^Oip7hhN-OBU)?PwOS ztR0HlN^ghlKer@BgoRD);I5wIY!JrhVUx=9#J2PtlhK#1X!_bw2ul;=6$+O(Bsl?j z%9%z`+neCBZ=J3?H*zDt`0IAW=(W39+&J9u6!Smg3rh2f{10PRix#3zAYVOXaHO;n0$7KQcv?!w+R+Tv@ymflF|$x;eph zPk%|LsAaC~u$sUB9T+xfeM;X_+L3IB!#UPzD7>iNY%~ILi7-pRDmIsV-h|^eDr2*M zso0i_!GY*?Q{E)@aXwp&Tbs@L7|FXNVunK3uJZntinBq&uf5 ztuqTdoPqBe?NG54q>V?Ny%8YIS~M#sQ6PcJGT}RATAeoccTicG9AKA%WX3>2NmU5p zAZvYXPMD_krnY+E3;Bq=6$o_I)Y(PH3-L#&+|Hh;zN|tXYG`fjiW}!+;sdp}zKILg z`F?(@-yLe$h{x>KkDMkj##pNb(Fn8ielny!q$8kQMu!im)S%(3`HF_ByNt1RE*!GQ zxaGTLY%@&}bNDQhgSB3_fs^yVjv)SLs=hTZ;TY<9RvSJ?N zyuL2quQ7L?QJ~yxq3?YvR;-VQ&d~d-xFxzBWHBNR;kH(#zXfr0g1^HIdRzxJWhYo@ z_5$9PAVNbs;Ul8yGp@`L1bY8xB1H;`{mjz?Wc8613@s;#+C1}G*-{5pmv`dt69;uh zkQlRS%W7R+I@)uNcrddQ*p3c{KXLz}OV-V6Mt{qr7pkZGy>C4+g0XY6$&l0u`VeH@ z{++<>S)?~{M%aWGk4DjBC))7D;DN=TLP-V#+f?aCPEwVciei+BZ=9xyTlzTKau^Iw zaSW{%m0Fmw{uXcAQWWFApy>-l){zQPjMmASAJn=kXjp}BoBA`v!-F~Y|)nGq+Y2x z-jT)ohUbWfS@e~iB$iL`-zJtl%@nc(O6XzpC zRx$JHYfnEXtycJqbZQ%2kyu=>kdBt>Uqdz62@KVF&I%Q5g+(G9 z1B&S^?eF7;F6(1>f0fy%n}1iYKUUq^@hMT@FsxHPC2tv2*Uqs z+;Zu09*|Wk?U<5?CJSVyQF{dV^d(q^jU=SR-45*%yM_hhqUX*%uIPR7omgb&T~Ocg z1wMz_8v6dITmrwml*-xro>N=MNA3)a4@C!>U4@xJ@>uS}XmdBhyttDejPW_gY$^7G zB1VE8IsGTsXzq&6xo}aLSA(9H*sF1lwJ$yMitc%nQ!Oq&jJ4pKrTTVG-IJQ&D|eH7 zy4|=X15u58gx+^`h6g8Dtml19Zq6IbsQU*WUj#BZXFQMBgb zj0AJG6uSg1zZjDRaU9Hqn+a97CB+C57vv|R`(i4~<%f#J-?wp37|dPKGCxExlxx*w zp@L9o-l*5JS(OUa<7$nSGvO4`Erpfpk#CCm&>5Cubt}Qj1;6|2q5&J6Tm(Z! z27_0u6fSvgZ7xq=HQ7&`VNgg92feZK|Gg=v+xZ(oAYr5h$ZR!gV;e-s&mQIJ0FR&0 zF6w@EdKIUyREuar<5BHMu6bC{Q85v7cM3t-MMkDSVc33rLb~1U51ms}W;OiY)U&hQ zd5adstu{L8(%?2aGxqe6FME;H7{+@+PpMRR`YtFKzthZ_UZuBimJCFBFlXszOzDWt6sI_@? z?}GfhT68Bn9rqBu6rN&giFxi+ebs6@C}h85m=o=ivD&dLh2P<#(u|`ogP?qHnkAmQ zWNy6?fHoq$X@wu$V4(dGdMGVtDIIZiGH2@o-TJ8`yYY@wNVg_r5KWp=u!mkXgoi09 zn_XH|y!rEjgSo>N6{+vDtRqyPC|=iuWyMJEg!-{N>EX~@RBBPmV*Sqwn6rb-Oj3Ub z(&fmaYQ+(y%=nj(FkOQ_7oxskosg`DGi4;)VoMg4OW2@q+D9v@j9Y1uL8^U{c9`N( zBSvv6m4TR+K0(B^PUu9cq`T3#ly>O%SX9p1r^!Z%qK}8^-Df^>-r*JSG7kq?WW4bQ zu(|Piwt$DKIl(({7Q>T;DLC1wut`s#ZH%>o5I8kBtYlSUXXM~g4HC;xv-|@kpEz?O z{jfr9q)1})Ffn~lznC4}<|6lgN{A9m4I9c3jx+XlYHFvj+dz3Y1~D>+9=Q0&`&g^| z2#)Ik5F$PlfgSA(sOxRqkoenF1ARw_&FY~Fs&nz8D(Cg zQ0$UPaPSDTjh^Tbr)4R($K#Yyz0aAg)3VF1Ri^ld{*IK;d=sLYdasNHo3QkisL;>= z1=d1mO^XlWTv409cRY3MO3twDWvMn5E-IlJ!#nFJW7)r&*IY~mvk{$RceBN$kGq!s zE9u8JO*x0&3y2nhg2Ou&u>>olK@G4z6zYEIayM{keM}L24d*gVIN}~uuAs0X`OBFG zq5yVJz36uon>>?E-{9hCbhT!Z9PbDj^E%GEEKXW*02*$|>!9mZ(f+u4H@9UHao5B( zc)^bwH=1yuRht_1>#I9xtTaAe-%F0+w;IX^H++7>$6X!9pO+|pnsz)(wa+3ncQIig z;yflr_yu!>K;xcxyOMkPf#tuTipoh%%(s8HDEPYi4-AB2A2%h_}!)w=}x)TvykknHqbZ}{>9g#gC>;!vo* zmG#OG*00}o!20cw`Goq9unnEXr$ZsG^qJX2 zHpbCyMWXimQ4!k~|8)rooj6cSze2)AJ@y!ysMyhviaKDz{B1mdVustExaQJpsQ;ON z191`MB*_P}Ii_kti!?ywPpQ@|Gcv}B};rro@SK01p%B&Hx-QrLp*RGLKx!V6*IZklqHa693-3;i z2@TQdMMebF_5&)&OeI{JijU)em$a=sw|HSnCE4Kg!`X50p4PDf3G#V)KImhPsDWf$ z8=Mx_%Nnr^kF00#)j7Ng=ojMw45ri{C);^a+Ga4H9gA9yeE^x}VgPY0rhj{YG<>7Y zel!5`X)aPJ@C0%Lud^x?UoD7lm{+Bjd5_27%s$|kP9#$Zl`CU5)@r;%`bWZ_ULoHc z9JxTVYL6CAq82@T;-ha!bIPTDomwm!C1>GEA!|KaR&?c&2_%Q3YWW-&CgZp zzY1kOUsb5Oxm}!o+t!JpN3!Dk;0sJ7Vx#+T(}Cd>Hu0(1JsQ>PcMJH)t%{>~{9sW$=}KYS%T|3J^Y zJm+FRuZ><%1#|4DgmpkT%t@_iNNAgq%f^TZo70w_4=tY|eO+%A8AJ6(Dcrt-j`R0c zPX-=6QFo?p80I}wYG7*YPK%-MJ=e-XjL9^Pud|?&u4yevM0H29!*@b$E2@3lJQUI* zmJroN_*bgRrsZAy2RTy)q7lTTW64mmlww(L;0n5^0ghj_dx+g8|CPFfVDs=mAc)3n z$~j30>>w49-){WA*Q?J~Www~`sZJa^*~J1JI)FMa(*Cu_liYMZi_XN8=UkWc=y#Jj z&2-v~N7GWrcRX4s(NAi6jn6q!Ge+Xe{Yr7Ez@vy{V85K-QpT4a#n&7e)8xx3G)vjg6(O4l(4vXpqw_!4Wv#X+7vXY){Knca&8 zf_C&q?w5#!?UyXhHwShCW9U?JEtw=0vuu|L@!=^)i&NPekzs} zt-OEdnUq+X&dn*#b%W7t9u6PqOW+>@z7Qc^JNM0twr2CZFQ>gn&-pHfiTfe)bQmOmUugl{0C^`lz7FY z_Ix*lGImb=wEg-dCzL|fUkM6vmXNdpC&UL;AUnY>%0s=ixj7Hr)xi(}(sVclz5WhY z@S$N(Oa0FKA9ar&K~!=K!d6t$6xJBK{pqAZE*!GJO4u6{D+YoYDu_c(o;pcD<{!aB zcuW}%8wpB2i-Dox#$UAO#0pv)LZes|G`z&A>RWAAg`(;xV75vM3jP2pKqbZ7SUBfb zu#)?1YyHwZU*BDd7UG1B3ri{qVtMK|%I9-j_1R7(N1racY!*4^yR3J&nzLwkD*Zv> zIDWE>D&uA^gt8F8N&{YNR^iegNHU2p<7CY21W7@3G%nlGPioQa*KZ zy>(mRH7dM|5${ptDg|%r7z;wK!BQ}EN9zSY3^IKlEp;QOwnxH+Xf~}Gr%LZ=hGTlA zA&0Ip_egWJhb*K7KhCmHaKG+1&&WglX;sE|coC9n{27ioQH)b;L~+;!Ux|N5eL}Wc zUr^*nvjMU*4;2RFurdIL@JIkKN-o2h&fk>8|A zKXL}jLPUQmiF+@C<+pn3y~P9F`gX(%ZHcAbi?0i@ncR2_luw`RhIEV9_bPLU=n1!e z7!BA)+Q_T5q}@neHFk-D4ZkN%2)3l`BIdBHHi0@7&^6y*Cd+j;I#tGS;BB|8%ZJMLOA-~a3(YLw zpUqx>9}@rupwGKq2Zg`ABfFlzEz}-;sG*t>C6w6l5++hAI70_8A!@>tdx5 zIv%#(|I5(8#5X(Yft9e_N6unFXxUQ}5M(W+e*Aj(*l<6!nS)uC#0=deiz-(68PA-~ z)|&_Q%Z!MTruZi@VaBWb^n}^mJmG5N2TFa3_$p)5hl4EkNY6fP95EJ(3{HHSHs4$O z!`|=t`xNf7$s0Sx-sTXze_Eh_uMd`WD_EPrV322%5|pr4*cnu^!a?-|Oj%i3ul>BR znT|i;4gYSC`w_`n(ewzHL8(hw;M@CjUaKw8c=SJ;yYM+&OXQO0Q!~%zViKkN+(L`V z2Rxe9n<7F+urn%erO2(9K5j5*=%ve-@h^Q=lnD!3wKUEjK_4rmnYeYxHLN`wPWav@ zpq7omPFXl^!G?&3*w=o(OCb6%EO&ph{&6$Oy>)Sk2g%%G;Q4E3AcVBEDtVS$E)k5j>c7>DX>SySQP z-2xI1h#BQGS@akv?=KCj&wTPbjgW`?evCF;+zfqur~uK$)|~yMa-C3(Yh*aO4wPSY4{@8XRE!34*-;&XL_JUIJLxU z;r#GEw>~#=arDKnQ$H`Y5AX*x|15NdBt?^^YB9!*T@#$8GOkGyUUCGBHBj=k6EIEnNa#a&0jvh7Xw8#tL+qV zEx&5z=Y7G2J&15YnwoY5fB&w8X5I|)?Hdi+`C~i8u6;|JEk{QFJpek{41OxIIUAVh z1lg69{QPY?a>fY~CBB|)9Y*NLwjPSFm&sjI+%!4~PUZFXLS?@tHnahm0iC(`(+|(Q zX0b@8DXR(A82jwSrI`px3xLdES3ZW7!39Mhx7z1KAXP%W`%jG=-t?V*84s5+3mi|h5XCn(lXdc zQvryE8W~0xD5MEcN#M`&<0&(c`08Yxrmo*v|BBxFrX`~Kib#gZS+Ksonp`#y!vD06 zdSgM=$RPT7oVOAsm1m71oAPbvux1G+tf<(J9gvB1V#9qDn)mJmFd~(Bw@IV51 zDFDtTrzp=?Jz;BY{X>SXthUwyttOq&v%$@{w}Su3?w~K!;0uw?YY4e;gMcR$*-1e~ z85X3<(wCJFoeAw$O&3qfc`=R<_h2ubO|f`{4WO`JzHNhp>%{CgkpS-$7nBLU51mJL z+h<}$&ZpTVZorrJISkI3LlR-1~td4zBI$PRG4YoG9o31=1EHH(M8V3GD!s( z<%=-{Raae)j+by?(3bruVSdtoymHBuAwmO=+L-0L_9MB^2u+Da_R9zby%F#+6c7wR z?^Bii03DLYgx8o&x=L@A6q?u~R>sq2fztyQ#=4M_Wk)Eo^>)y1aVcNKhq{ zuU@u_wc6nsJZKWo5PkE-7|HJ+_M-*@uZ3?q*I)_p8&G%D zX=wIrv_%Kd*1kboPodS!bGtXzv^JkAVWl5I#nfD05?E!l32QXPJ0|VM6KtldZX>>-nF08QPgYhS=;H1Ipd(tN0 zOgd;LotPQLCJz%$**tamSb%N;t0qlW4CvefDINw@0^mY0g!Ac52J7ABu+Q&Qb;)G(tnhY2 zBmtu@mYkiOi5Zy+XO6q64KmuuZ??6e{&{UJ$eN9#H8BYCS|lIfb#Oj@afCqJWZHLY zeQf(NzG@Si0RWmNLCDnCwTOw5*x2W2!hwg0SR<(0;>pDB_@MK*&tlNS``zpu?Bqd_ zP_?J@*QRE)k-Y(~(O?#G1*kIfAH9JMp6{2)hviY#z~=RqN2+RTy`NioJvB8S!71>R z3|;QtWZWUxJ7J1sk+J ztm%8=DWzFapa-`|`%~O)WyoMkLeM`}tcL*2fUoarANYLET@LUkzYnt)=T~Dv@lnhW z_<-^ARBb#Y*sTDI0;BCQp_sfj5CX<#z>0KBxOaTu&d&@UHVgrE312S*JEC6|2P2=C zK-yLw?}IGV`6;M<4MsH0{*}pLl}lTv4+lDr51g7 z(Z)xdD($fiecB*@vi?$lCUGhRP=tidgkh!&6uy5hOTA311{M=wHn72{l@Z*RR|71{ z-H>bRZz`Y*3dC@v<>^Afd;mRcZ5P$|wz6n;ETdn^0(QPUK{6x9r;xlr%#{pbRlL&z zFmX^nJk9l+99bVc0}YnD9`>9qRJAKC<&p_S8Y=b`G$~+DLU-gz zAt%I&18wyI+N6d$HN@=4)7L_;r^12)Dd`d6`b>pGwFo3ububb&%J~Zz}H!qdMY)g=Bpxa-z?t%|o6QFzP^q z=Y!k+Q4|n>86#k&ve~n(-^4*Sfc&)i*2qrI zM)Lmi_z8UKd-(4{k06?Oh@g0*^%NI41F1*7sh-ATaf3>aIQzco`?FwoCbSzc0*QeE zt8UICZw2lBib#Ud03Zh8M|%Kcar0qLM9l!_Dny{6|AAFD@0p(g=MytM4G}P5$H;X< zEI{AK99TQV8Qa-ENwKp7>+y4M>Wz=1mE(j0bcBV~f2qmA(|7)5j zw4czZ@F5#kq|E=%Kuo$VYhz<$LA#iD;Nn#LoebR+^y+GUD@WEy=+fIS`c$yf*PcG$ zYFT0T7}P8msPoA9BYwQ#m{>Q=exiua8PJSqC3c>&^(t$ybZ}t?yPKks?GWm(Lez@q z#t>v@ChWA49R;1ie{AYi??3B)V7?eUUbBj>tuZrIj*;Jek92%XnpZoNqD&^H%P@L4$67RUUJb0ZxWO>Xj2Tg!E+b80D+i zB(iZ zTfB+zA`YOW#t~N@GG@rP{-ExmWA8zWL%;x~k&%V%C$4?QYyOF8>EFI5upZzoP zPJj21lyi02Yf7V6^(`!X{%pN5JkCGb%Jl(bC$ zj8JRS0Dc8lS$FbD|9Ss-ZIkdY@N({|u}kI1D;}1Vp&HD-i}5NOv~N*;Tg2B-m3iIO z1$aZd?sbcen|=?#bFyFQ6L2yDgmC@f6<~SlpA33BuRt}N0g|BUSHFe7gQHk#yC5hU zz~|pClVQt6hV{`i;H6UpQSLC$A>TYq@BjdGPvIFwCQxl;D-?x*s~Q^p%$}uVv4n%P zC@H#}o!&8NQ}e~6R7Ffsl&WYnHk?G{X6M@v7mRsVat4+HU5wdi1;zoz(75hJ#W$~4 zJ$NU`M9jDm{9jN;R}a?x&T)WhKQCy4^&`Fuezm#46kBsJ--xDCO+2!m+;9i^_ zi;++`U62+v95de%y^_wpva+dK-$gec-7M&k!6hPJTJjV3i2k>eUz1L~of59i0&96< z7QIWUY+6CNi9j3&+Z{I$LEHlTCzqdQphv-i~-$$YLxM^;oNU!;XifJ{3d zv{KRQQxxzO>9Edv9=nFr>nucxY~}rqmt+>&J}BPTQ0(C*cP4?7J-j_CGGmdg31z#l z35`#9`Hps#`O^5iDYdWp8punpwQ?@fO?YY9=?tIj$3d^gARySeiuckuQTb^lSQ;7x zuHp~`Svb_AA38tr{*Df7Kn4l&v(nAanDBZ&>(*9TtMOd8vk~-yuQb<~-UyRd=?l4wc?4NKJtwsE{^A!Z-1K(f1ZC!uXY;b+OX-(#&d)mC z8RPWE^&(9l=5UUhu$hKHUI(%vS>RM%oEY(_>O=JndD%4J|u15b|ne}_RmFfOeUej)h9t4tV=)-)u z{`T$t4x>bOPY5a$R1Mn#rL(%>F-14NFJR&2+mI0Wd%l&y!G?BvTOd04-$seQr2s;p zQy{-IS!!@)IBH{L^XK+YM}}dPVmCs%zWQ!*&*MOH3hqM&x?+jO6jxsL%s>0XlTeX-b$-L0wOPxJT<8HW>Wx2%M{9#;`fk%A&sQhi z)RNI=; znq!^K=C@2JH_*+Cur4cR#FSCbpRD@#&k|oSi^=Kob^EhKdM$PYc@7b-2hZ}=pXsEQ z=n7g?ZPN>!A#(V#9tLteF(wpDk}%wN5WLw*a^B1K+=6AjpC8OZ!TVqv=~g+C_V%Di z^TpxZVimRS4_~0b^}urCA5(ZiK+VnG_1~8QFdZdL)VoH{NRsN=EbwZ@!ROdmb=}@q zlUbjDMBW1uY=N)`fSaR>L zS*(*g*eAyI=9$gOUE+@lDC5Re_uedk!jE0u;dI*G$6h#YuLB2{aa<*(?4xMio>IFs z5jmArZFjav4GGxWElU6~Cn@xt!q~zCXF+Q>rZAzu0rGwkRQfrMu%nXa|%UKyR98>L~o3UhH(7JK?aVU2?^l6n3gp zS&F&uQGP7pItKVa2U_u(Qq_LPG;o>HnH6V7zE#6RNxK`J0CGRj+!f4M{)SM8o5hHYY@}5lhSRawC z@rhv5r;OCiQ>V9KqvA8@a+v#X%zUs9lV(9he|m>%M{`m}ubCs0HzG7%C=`ss7*50V zsT+xk953!_`=bawy^s5FU-m^X=9DyP2Wh7RR@0NN8n5lWd7K?e{oqI zAg52$X6E z?m({eU>aNzOq2mqaelQ|?#Rrz@}imMQ$xK5^bkpj2L5``J=8c+)X7eoDnw(g=jThl zbK57(!PO?(tl$8Ta%&}dT@x(esS4+F1HbCcCruXC51#*WDYR}Gz4(ZmY@x7mI99Rqx)YJd|d z;R@5!rWOghr$(g4_N8-WjM4-P(K!8nL4e5B_077IWm1hNVM zv*+bh7wktwUCC+aA$-YJbCWTJ9SE<`EB1ThPsd_3aB-{F!$KQWuKmS9)+LFNy+e@E z>=ZzzfPtZ8WsLwzP=c-pJ7=I|@+rm>Z?_fE0#E`a37<7d)npopK!@do zeyh_Xa64)M&Y>&0IYh~n%wo2%0M(yxl$kjlP!n98hdDLZLGbT_9BY1wJ%*0Kk_hDL;J`sKLML+@l%&nHf0JSRd^dLtaRaa93n* zB+7Fx!jCra!Fc!APtk)}QLv)mU>-G4Co-04r`(OfQvqT2(qptXu*r?M7{(vNLwF!k zR|^CxFYE~cq5=wSF#ux-FdF56FfQ2{+Au)`q+w|-=kU*yFj%EV*aw(CK|W4yt+Z%viv= zU7TBv0A2_1+<>fARr@pmx4lR#GOfZ)#{wI0=nG2OgMiY4#)NLxKhMC&F!CGhw=HU| z6bN^?-F1Wjf=S0s#?1N{n6)?~w~}(Uo{D)DnE1uCA?<607d(oZXEUtS4Z?WS%fwf` zK-&f;C%=v=5J+bL&CS3qv2n9|z>9r)$K_-E1Zas~_Deu(Wa7JmNjS9SQEFJ{z^7zh zYqF$(X~-9smf%^X=!(sNnOYXkFDYjUDu#n$c|82_GZn1>UsS?`3Q&K;Krj1=qi0VO zy;10Cs6V*Y?d9^+#2448#pM<=oUsC6I#^oe)y$~9~f?&@WXd6#|W3ePnH z+bA0P?w|t&wU~1DZe{tGKq|)@CwI;)145bm3*_mN*s??{8a49P1tbF4fOCor zVl*JYGCf7I4*&Dbv5dX0pg84z*Y^RB*{~;&mBZ@6R}fUI9h%lty*8o7buU z3@{y~!Quh_KGSFRx{^J62VpN~!FCC>=i>a=cWD*9AFGT!K=|P2(3{VT%hB#4dTJUt zQeArh7p5pu+zg|lZq9CbWCMY@XG0w<0Wwy6;)Ae=1v`$cyED=FF?OAs3^rO{t#>T2 z9@3^5Jbsv92j?cUwddw4cUo;R0|nquteArm_P9w#5WfPK2?~5E?QMeP8&f(!NJ>)e zqQ?uGqt1Qcp-OI`4ERY%9|(>6Q!K%D7hK3x#$C-%Lb54UQ(1EA+0$PA2_Ue9{MZk$HMuzW_uLWYv&sTdLEWPNHTl^FMP1f{4m% zVHzeBL=bV}^8WzzMi^*TFH;!UXI7LTaqFp#*}yF)st%*WXj5YwIFc1$SjlHYwa)j= zu29l>P}c#W42|iD84zh++1ttiy*AJYG$1mtCS0FukYVvRFv~&I2Kg2{;;Lgvgl4-k zlN@OzvJ$~d#p_MVx@vfR(At)`P?d*@c4wz(V*kGNURLQNF}h-uKWxdzn5UAhAbYC5=Avw!Q5pP8lIL;#F!pV7Lm zt?#j|Z}k49YCESA`K!(SJ@0fF;uy%==G_XbkA&pr@!-QJ!6rIoZ+z9RomdD&7hf)= zfe;6Q5=ruCKtXP`GW98Lo;e`1jIvtc8tZL7BL2L5@4yD-u*G8cNP(T$dO_{uq)cOLYEcXxHtKIa!7+#NwKzjVVCtu zqsz#O1?Bj$T9`8NduVVL>TA-2px=Vs6a{6_q0DmoN^)L*>w)@a30^=8#&|j0_GZy3 zeg5M+3q&HFSAh}V%n?+w3)&~v3T&&qh6x~0|6OY0BOTUWmMGCwn^~J^NI-Cb`h12G zQ3INGX2lrb2_%2}F(&XN`*OnB-f7042%>1|$xTK6x6GOmwIXY9>MGq1B;6H%Ym71B+ z()RPcqc2tg3ev%%uhLUPgO>68PIn1rIw9LhY@6eBUD~6&LK}B{u~^26Z6-Y!#`0}| zt$XT1T)KGOq%93T3}@WM7VQ7Uwp>H}+7H=nG$ll%w)|E1u@bx9jK$YAa8|%qK8Le9 zr7XOSIE!#2uIChTidN>3`U5MJmq+Qkyt)Y_$A^*UBcZ%kWbfQXUPFIpki*EMrM)cr zLQSVMFc{<|Zn4yY`7+J~xbaNW@(y3LE9~7q!hmo&)9Y6PQ^M-Ea zLg7Ck^gijjkAQbR?s?L56;jk>x27W>yea6q^R;_%bt<&+mE9m%dN%=mb(5~z77h}Z zB|vEPaLEo^CEK9&Feti%=P+(oyQkRvuQ#$?pEd!*?Ay;+t2EI%G|wDCbk4W+i0i^7 zfA&W{gvAavEvrXUYG!B?JE@m)JlU>DD&Bnj(l0318V%ss#?K!A(O>daLa)%NBK>{0 z#Bd~@k7JZ6(sRt=9R$FJ_owISUZ>mW)+**!!Y1=o6v3Of@Tn7&QHe72S@RRf;(F_W zq_H_i9*v^i$Bat7<1YhZL9D&$cS(eU=OFL>p5EQY0H75n%=HuL5DWmmwsWhZT@#>N z!FKVyH8?*!>b64Y^<~e4${rTZ#3qTxQBYK1_ ztE9iG++1{{1J#_Z*GlZP-Amy)5%=Wz8`i z>%!6Z+pq>3!9-)hZW*3FW+@)ZB{Yk!P#YCkmmDIlsCZ6lT!Y-g9~R?>q6Yp7oku zTns-wJvIE3Q+)L_S!F*(hb{Et$3j6}9bQH;nBLT=fCU6j6ZX`0KKJuy08~W|inkgf zqeTuS zh<~hH=;S2c!rKJMCA&qg##ZX{cQrLU=@3Lo)zH6=mHAEtj-@?|rb1>(5R$_Jm=)Ni z-k9frOVRTTA_wsf>1@dw@$?d(i@#U-599N%M-vT)y$krCd*1sU_`Ot+lVCKcn?teb zw0K+r9xd$u{?UqlhZX;5`RT#YHe5&>VNLD|Nn>I|I_rim+-wJ-<7$zguBoD zR^%DK<|`jbLv{GlM*|B>H5ntwO%qSH8ZIdCx#Nt;Ow{?BujA;WQT3FX_Jy{$Ck~5t ziQmk5U4JQ^K4kR@Wt#I`nebdp@J`ax{MScn*L%VL`sttFxjaz{r~T&-|MlOaQJ`!cYi2 z7ZKh^0o<*Bx$)<`iHVyicuavH3RITJC+k8KBPSy#w*?|2kU$XcU|mD{Z%4V&u`!_W zs!To`WFc1*H}YQE#7c;Yh=}VhsFG(&`V@Vn8a|{t4Xj~+}@w-be*;q_F+si|`(&fP} z>IQvS4Ld<3A}R_VVm_XsSXZb-mht5^|dk0Vh2*g38 zEA*S=Y2`6Azr4l=7$uD_V(lC8rLbE<;US4>f^H#g;ci2}-wVJ&-qFG*Fe*|EC;anb z3FWXqEvyqhI~)R+9HOtYo_+*KUOc{>Z-3vH)zv$$i@W_?B{mz3?GK|2Ko0H>{IO7J z2D-Pb?i1r@@R;DKaw#$I!^>*Rwl0J!GuK8%xH+ZFr0C^j|Jf=P@A0?7pR>-d>u`!7 z(9kFkCo|)s;Io)tPR`EaY7{F;f`>?8*W(AXkIX3GhQ6n_S9x8p&5PS*Zz9H^)guou z^oDZ8L|)ffzhiuvvuFpy>3Q89gJfud^<2~b$P(4ON6YoLVIa#mqxc437u9MlmB+G0 z2tn{be*UxWbg2g8`}gnD#%;TU5KHu%d3dZQq7^={n1J6|e!RQ6$-WQ5@gyz|4wq>k^3FsyDIg#94kgf<@R4NeXB+@)0vj|TZ0&V;W^vK=w@X>I zt_bqd|MPiAM!O_)!=IDJ-jS!0Kf-Q)0t{F9BJ$>+WQD`ilanq`0MO}p`6-N%d3W_| z5S)3uI3hZ_ukb}umE95#nYbSjCWUC%g3()h*PIX({GNK-1t-u*nkyZydl>T-22o%1 z8chK*vdL-lQOEtM;_M#ltIu68B_7^an+p_**}%H`tTbSiQx!8ckuZcK9ZYM#?{S zZdj^bbaMBrv*7KY-r?&}H698yF?1T0-24GA7%3_vxoUdEsh4YwT6Fgg5MO7!$ivJHjn z_pxqpts_GR1+%}bcLIcr=fnSMK8Nbt|NOoKWx5&;+#BpTlMXI_ev5)`4{n2YMMg)L z_4^-Gy>&p9U(hX#4XAVp9*{$Kh;&GIN=SEiH>h-%bV+x2OE*Y&Bi-HHeSW_0{l4pe zsK9ylvu9?_T5I-p;{=}(_1(Jw@H?Nvl^YD2i1|K)<w;neEw5F8KYdBK7W%!Y-A`i6xe^YQT=t@olgo=>V~4>vY89)bHbMevxT z5v*aG@~L;%|5L{*|899@#Cf>X@6r4FkN*6`ujn0y7&}@_RIcCe3xX}a$?@^Q9qiJV z&tAUyJzb_7!D6ZLp34QJ$@Nmm%&d^Yng*05gQbr+ZyZQ|MuT?=uGJDu<#s=6N9Os( z=Y#mQ!r-mT#a{e|V|%+M?b!9{W+F-DlW#dWImQX>_B&dgftXlJ!>K%;3FbZjgDaju zb%^x*KL2kF2?*$IBnuw?my~E_ePO{|Mxu*lPX=S^#{3JCj7x-QxJI3D#?cXvsGmV zgSZ&vGH`6R8n{^9;td2J#`j5}^;QI#_7X9nBO4Tc{J9sQ3ruDGW+^c(@~QBP8smW8i z7UD4IJg;}y59E2gLpPtR?ks6}2m~3hb!rM5kJ;=uNF}lW@w|bsV|d;jzv_#n3xnmk zzMmBENJtJhk8v9Kqbj7}^V^`pif*gu3w=M{|KFO|9A3Krm!xZsKw#>E?~9|?ewwdP z;EPG6s0F5dq=qkHN0=@&IF1ylvdHJlBY@L3y<1v%91a&lz)B}%gS#%@&(>ImDHf@u zf%lRtoAD9^oBmCsbSgJ25@ARAfjIx~BvgRhWb5sW;XZ>zY<+d4{gYhwDF|fYzkSgo z4UU!q!eH*A%l&*p>FVxu7#7jvC7J|mHtWBI3EbDu9vPb62)VvYB=Pg{^@W1-)!-2j z%9LrtLEx%+tzh#fj4{#8z31SWqxgXPzpu>3-o56m^T+GgaBy7=jT6EGq2Tc4wo@f( z!Hwuj0`|vsP7m&@kIfcGpB8DZi=n5a&`S&mB*gXdAPrpb*OSCnv1etsznSXU1-p>? zcvWyF?W@SXqXY9{ASiO+&-3ZO6|Zv$lDleLn+2`xO82b(zdX_t;$C+z-nnr;cwkw& zJ48Dkuk=dQ(z4SvXz7dDB6tnkD*y_^KC0vKV@&q0PZvmG8(Fw=;Vl4#3BkHSbK0Do8U^*_`qQc9*R{eNSMczje`T-Mn@ zU+;?M*`$Ul6~}wHh)_Ts)6^`QvaU z;}b#NA}K1WEZRQ|%+_ke1j9G~{Sg@(;^OxEwe_Lm(qyj=go~?7#`sp zZKj~)7PBE1$TVz3-kcr3bC3TIbgX-;b2t3oXUjAuD1P{}+VuJXTSngile80+VmbBo zUih$K$7sB`DhCKu- zDuvm=cLsmy;O^-zU41`3@Na1Neq7Zz&5plVY(j?vdI+4Ng8cn^Fd-LQW*6*G=BG1^ z22mJqQMUtfa>!t~#c(*~39JqvdbNIFqm&CAF%rz5V?~mXL1oyTJadFr788snMR>H?O^$)yL?SeePVbu7CatY>{ZNIka~7i{xfK zFfQOd2tCM?b1Hvc1c<0Ug+4<;L;u0(-1qfT z#Q*kAEH z>wOilpdw^=(%|NhrXAqh6Hk!?Vo9XDV7OS!yk(%0(dl8(R#A_vMvn>idRdsUqM`n1{VDhb-|J6z`;dIVuYJ($e21y;_Zf|v zwFQm`a)t0kN}@IHnXaB6zd)wzciHb!!x>kaotXaK{&35iUOXA+eUn>Nb+Mr55qZ|8 z+ph2T?eM~b3_#iyW-#0__2BlFqtUSkNf6zG<1BIe@Kkz8JlIpA+;5IQcnrr3HeO&IpsziX@5CM8iA9!*+>hs0mX0P4N{)6{G#L(hSZ4@PQMXlK zX#~Z8>rt>fdE$TiU`bXXGEo($^2F6aM%eNKNyNafFJ zG+nHn-SU>c=e4&#lh;(8zzJ8F8!g9k<7!t+fTHUV{$&qiIM{j?p1!^KTRKXtaB)1t z=9V2Kj@!jevPcYtit!wNwgivxntjg|r}L3Av`ZYXA4yON(U8vUra|lC2O1F}w8&pn zi{~|}@$jLaXZLs4S9*TDwBG-q5-tiB9x1F#8LR{QMeJT3aeuNh3W8WyM{x1@f#bQ{ z$gTKd%?&rf*AGy!mP9%W5V>l9=56Wx9ys@0zuFMroVcV-NqVwSkI3kNtc3|%MtC^5 z)XxOqp(A|noR)=|RAxmSaMt<$y@<>wjVog79{1j_Md5Yhk5=Y8j@CvY5xdq3a5 zMXe)BNkv7?BB1JsK#NgV@#P79&_1u&L_Odbh$Hfted@niCT)QI z_}bsQ=aWE}U>{QJ{t+RujUo7kBxgGz2OPP~^CO8UeaSzTraZhO;Z*<7wJiH5)kTRi z=VOB>5w6a-4;b2I+Wz9fUeYLjex(LWP3{II-4F;F1)7b5$~&m<`qqghHpXLtQ+_o2 z_3x*svN!Kq*QnXZoL|(|db0)%rwVeSzY8TL;YpQbB4xjWKwW?uEZW0O%kgmfAnia7 z^7;;KE)~b~K@|t*_&t=K7xe#?NAhGTZqB^vMjbTpBG#oMl^`xSH?Wsx^IYgf`mS&B z^nQh^*ez8_p?7x)K2D=<>B3SSftzO2H<4V>5Ea%{zm#rET~2=#OdNX`?l6G~Vp(qJ z?914Qu{xP|w=dY}1!l z!eK`^u5M$M;|W$B(S7b zL~DTqlIw63H@+p0gZjdQS4-W4*ev>fX}JK$g+(hVreB|I$ju(sr%}Oab;ZA)`KNpnN-(=Wke`+qE4Mp zO-2S~(c{)!uP6Ko7>*_=)@%s{pqxlLg%jL11qO!!4%P;iTvq!X3|Q*{Yf{-0`1L`l zieP6Y#*T1B2ttU0{Gh$|tzCLsS{g?$pCpSKZK&AQ^vkupT{gIIiIJND|6%0;>u@tU zZmRguvc67q#b1Q!(aN(TQxANMQQvj`UyDe!A-+Ml2^wTv0!{;maYwah83|PK>Pl&F1?d5>9PBmX{)qq#2V&EO z3I<`NSuE6(tJgEZ`c&}QpE_M*jE?7hVQ@J!sx+U&`eZWxdo)Y@`07~KY_?L=;s|8G z^>S9d{IC2Ect7wHT}n-!h@xZNQWAzrZ_SmQEoJHZeVES^&XHg#R5Nx`SH4}U!EO#| zi+Y`NduxcFDoc-xMnOr7m~j!>R%JLfu((+V2NuaGR6JB{k*<7w6s;nY<|2Oj@aA+E z?wccai>YlwD)Iw0IWE+l{eG)*4@JJyk10TeE;}^=B-K$i@HBJf`mYzA*51M{XouBp zlZkvESgXd};&_OEcYi;UDT+Sk3VO~qRm&zHaMN`Ud_358Og$?0?+mSa{L<^NAIWbXgM*+~Lo)W$r~5&?{vq-Gt}d_eSH>QX*3-Hq?Sz1msOa~NtUPv(q+_AU6&r+*5a4dg zOs8ny;LyW?rnNPaL>vz8;epQ50-O5lpFP(Xud$fi4J0Kb-th7B4?Y0w7qJVV!jJUR zwXva9;zK>@9dgCl$RP33i&+(g4as7{>p=uXGMfQ_@1r3<=)3W)M93q=q-X+`x0dB| zWOr+M`vS%N+c#7bpTLx|q)*PPAh~ZEcYKLXCv;qPK(Gd6N3MDUGa!KcRH{tUG+R8j=4$9R2CQjM9YFI2 z+R4~$&EwTh%)mJCBIlo^I$(8c(dV*1)){W5cW>Zt-B}ufxGtE*+Q#;ikZcL)CW8_( z@H*h|F{zFJ**o{e!zWijYYxRod&-m9rpXE7cZ-a~GB~z6@nv9df$iIi{>uZYlY%uPMk$a!oZ#23t zJ0&UbVeYno*>ki7V5e3?JZ@0-q;}3M$z}*ejxY0Cj$8AQWehbSGij`n1p&XJLZu@i zPbst-E*&bSZV&dwr`+Diumq&|&#QJJIE45Pt)-i8Ap`k)J=JLmaw3ACn^;ENio=}USzts%BcT(nQ00NiD}OO7`*NN)>9 zBJnv1OS1xTl$)0uEkianaFQ{O z)%k=NwoL)gq6NDBI2KF%mq>2Pp>taFTGOT4SNE4oW%~VCYIQa*7V7Q!BcOtRiq$#l zTG2s#_6LTB#Xx?{X`P_<+O$6Y*gjmJb4zE4*wts>YpKz6fM0)Jq`2sUa`GAWBsuuW z;GLn?!GYd6?eVQ(UW<5I=Lr@-JtQeq4aL|Ibb5ZvR)aVmX)8tykWV2?>jKRdF4-wfYEf%|MEkvmW-zq!*s7{SP= z!?%|}TXb%`<;j2C()q{_I)$gQ+li<`iqeEOzyIdMf?yJ$H5#1wgmqX({(}*dGLhC4 z5md()|C2G`{$xwy!B%->WTe)5?InzAyr^r{`VELBL{CpoK*8u9E;a#%{YRz|?1Mw- z38g}jmE3c8?!vfP^LOqg#gEIEJHkOB|VLZ(zJy=ZawGV&=Z*27BSh;@sUvK=Q_)m zaeThakx`-iq13a^l>C=t(vsL1A=T&8^ZX9*qoD20x~T)j{g=pDH_J43XEp{Pik?+3 z&Qfx`M>D%n*0=PwjpMcjP3~7~=NF*9f#yH+^>M&4PMNEB=PiZbwRPt!?23|v<->Qjrz3jG=rh{2T-@FQ#XTycEe$;D)~hQBpe4ckrwm5C zEaiJ2;acY4Wi`8Pj8kq4pW=Ipz$c~(+P|?Bkqk66^wK%Q8k1AHb4LnJMAzqVS61f* zV!uLS=tXBB16(Xh4)C=7Moj4)<7lw0dUd-oK^ zs!TR6aS;ib%2lMOU8DBFw>`|XiF@>Rt?)#Cp(N#BTFmeD0Pffp&e8YNBK*JzB1Ryv zf|>dbbVji#0S>jN_JqCd|LGm+b}~1{_=^5xEdsjf07VNn`nwTwJYSG8@h9OD6T2GC zfN_V7g95rxq)n_H8U%t;}u_;D^~G#EqyG{*FxmMzZzL>s+yV< z^A~Ui`DnsGsXYXnMbD3qUCUB`3Q!S*t#Q9>n2L$0NhLrO6NRz*9{ey#;nl>TJGz?I8Sm{(dYa!=&lOxzAxVjOP z7&tT*jgCIA41UYS(i|Pfn}u@wMN=kRRD3*IR@~8w8mva2l1sM`PV^H%8jw4><1m1G z;J{;ncBHt=h)Ji_=Y_#xva6ev98>Y`$yh%qq!6wD_PZ=Qj+Ts_$H?(W;80k{nk24` zfC-C-2hRydiZEx*HCxjv!2zIgCBduzowLi+*`d2b@{3KZDA5+IH5oxl$69GORw}5q z)+Z~XowGWBpW6serdT{$EIFbqhVT7^oc`g>2*CB18&)m^!Zb# ztj_h1id7h!I~4^+HT4kMYt2YVpg706YtL#EXjH`fJF1$vH|dvoCjFAs-Ly^D<~T>Noej(_5pfos+*YqcNn(++N zw10t;thNDc#fz&w>p46F(fR8;z@GH+4$W!C@{}>>qZ~WOiOF+{tYEHfL z{WGbmT6VRn!;2abGw)*EpSI0WyqhaWJj--A&$-uFf&NXGg_G>P?ZV2<5GQxk&ZbhT zx}boW_rmE|ABvd?@q|F9;L4gk!Q9;)AXF69Gwp8IrU{Iy8{Z|+SdwyJbw8W$W$IkV(a;Ypu6q|x)wDwpH*(jr2m*YcJY=zF_1n8d=sSsyB#o-8TqpWl@Phj-pcEl(|pb#a;GbEO|`o_br3R2o~ z+b{MGkhdssGDV+1HOj8P)h>&0gG@SvLw*>*-ZWjc`x7{kyWZoRA4=-VKGOM~>2_a7 z-Ai}8m~wi#xjBM$%?QFG2?_w1O4zA%iJ6S5F(K9h-G#$!LwrTpFaRS_FAs41*@`wl zL@ANZq=i3kfjkVRZ4>x%+cn(ha46pYEfo~dnHEzdsB_HZKRteZ%>Ui&#ZUMEyA6*c z_n=F)CTNcIFXTRHy08I_cvJ`h4aa+m%DA(won1&>?D^D`YNO*ruX6`!hnT+*UWy>6 zE{RB_?>{wQbS0L*g`Ay7(H~v7ND508V*KiW08Z=S`3AUqEx+UQ>^b>f#2yOMuErm( zu_eGcA~_Cu)USLAx;$HqcRB5pRM?m^6em#F*oFV(f%k6W&}p93QP*^-5$qfZ9xin& zCL2)GdXaeHTTpnIu5zACs#U3Tk#Nm3@D424E&Ne9cHX(45AB%QufS_!xt!E{L7YWl zugeA!O~iHhLz0Kv>}pe9PImnnH%ngFkb2ZgrOB}RMO5T2c}zuIr|SiAJ7$U+&a>*b zR(1DZ1k9czN>TcoROI&}`OIVd+t#BiXGHx{M24k&Ngm0-&CqbLCuUoJ8QW-ibGvg| zVB#x~Nd+D(yCoVY(4xnaUq;6Sp<*TQ+@NdwUEl!O-y`8iwJYI>Yj*ySoRM2I%+xJx zEOgRFNoc%W149C5*$ie@A>Z{(*D$dlbn-Xk8LXPxDK80*T!Xg0XzNbIm9>(-*KXtZ z9d%ed#lTvn|`V_7KHTl^!s%G z?d0cFgIiOHr%M7sm^7nFw9aUMCk!S0ZCP4JT9G^rmloXnUZwLQbUm+VNp{C|zuDdf zH3h|XXvmtG$#}G)IkR$mgA@oPv)5WoQj_86jn=u6!fs*9uq@whCFI>CYE zX+^T517fg1(z8pX|UL^kdb$5D!Os?V>R_5br0f0sl$K3eTzJA3q7)}YfTy#YS z?ScT1>SgL|^w)<|2}s0a1eTiJtv3eV&1j>6*kvPOCR8jNk`POdWcgCaC21PgFHN^L z-u?wX1VMlEP$=arh-P<%~1uPr2s<%@p(*Nh!lq4J{z#`O@cyEVKNU z;@u6Z(@!g~sTxei8iJNUBQ0J};KnmSsl8IR@-$<_S3}hW_D}$MM_Wym^*CejbX3ycYhD$y{iqmTroK>_?_3) zl@pWcy^^0tn@t+lKRpJU=zhb-p1U8!>4a!bttKkP!dS zFy^B% z=5H%FOq7!GXPvKygP~-bOHorcX22F(PC6qiL_X2cN}|-{bP_RZNchz~iwKC?=FAur z$Ccg}6;pc^Hju$s7SN~}_W*_h^f8fL1Q1a8YuZPg$Uh}W`E%HAyg?%14hF68S~r2G z!0E=IY?F)qPbwuO``t;w5{)L9q|?NA8&qG5J6ebIeZ6DC~ktIqJ^>-yD)k9mEV1Xgl%vdIBk>*S7Gnj^cT{Q5EkJ_smS3u2RK@TDS1wx(=^fvlo*z+kiluJ>4KZoQYSY=`QE*@oW641J zSk82`*m^~^SyWG>^Tq&o?Pbj3w4)^f5NwLH1h(73%H$7mvU?p1cM;L9OvotLJhjNW zZW?4+u*LZqZq)C-f70JSVrwg%!0;yx@Y;hEiMPvSRw>{uI_yl@u z+tCLO@((AQ0hHKr?y#+xQpw#Q9$S8V*^k6qak02ydNCWH*bPVogOYO<20~R|GpS+z ze$3@0QEw;Qqh{@0Kxg5~t>=9Typ1ji=Q4hlj_S~0+2 zW=iB@1h8x@L=_w=#i*(2T-*Tgu$;KCH0^%R`q1O#R(j*Y3 z7$}%pmzAK@$uXeWXI4osb9)KEoDg&!!+TGtiv2D`7rW!b<9^Nkb?DWcZ$4}4JVY=J zIuksFk&GL7SEbtRr8=F6oURvdzJLD?qiYzne#425p!UMd4M%Ga1T>3=<>*-$@2~@? zq)Xzuiie{qV&}j4+bvuCQLji#7ZBOqmXPc2!ow>&4V`~QUCe14^1SR}?k1zRoRqoX z%exSvpQ#%7pEkxnYsvpw-dZ0q&GAV%c)rNHmK8#?nCj%FQ@cM^X z5pG$zJ0<*Gofi-;SoO*6)aNETWp+_*uu9dvmV6 zYr*xMuQ!KNS(-vaLIeZQNF++cf0BRSGFs#$y*y>zV<1hA^Ii(Ovp7}`ljQ1nC6J&9 zB0ZNO=cU-AIxhA--74r}frxB8doedB>!6}s!17|EgYe5=qn2teKrmCBL)8rA{Lt`y zxcOjke0?-h9taNOO9o4Xmv%cV6yO~!ZftJvXG$t#N`^s9L3zIV`-d*SrULN56LT^u zb=!XjH0VG-E=Nq4e8fRm;wd|C;%@tF=y5B3*vRu)yRUednTF^^Ida6y!GHTC1 zW#?|WT6V_MA!L&blNaIhR@66JJ`I~8r2F6tYYMu-6t2p*PMk-^bsMwmuyAQp7 z3l$HdrF{xl*jO%S)BxJoH>$T>@sJh@D%EXCkSzCI#GI~*SDvO57KzVx&z}4Zr5pRS zldq7oko^VDg|QPrvnm6 zt~OF-i18+BhgPZ?m0MMhV!igapf+-bITcUe{fr#>m@zo~G~=oD^23wwBdkLU_@q|) zKyj;fq66I%CxWNWMaq^d9W>MJ>(oLS+;ijav3qc%CzGm{D+BQ#Vb?zc3e+nAoosco zNEN2*p`oE2Z6sQz8;zuww-cio49&1zfkqX$=pgSL?bPy9c|x25`DR`t1p12H#%OAU z0^_#0aUwRnP49sd18xWy29VPg35&bJNpf?NbHK?YddJC_%c!Y@!*~v$EgM%Dkhy}t z^?YN>dF_w*8FX$*7Q?cki~c|-5b}A4DIe&oCi-6{wA;RmI_*hjbFB9pOpkSY>MjT2 zRtQrNFCsY}*vC2tQjNl zTP3PL3rii$J?^jVYsfd!4IZNx4UOm5w^JS%uEBcjwiUhm~&4sfq$JswCeNiUX z26astKE4|o-NfUGh5R7htId!||4t(@YRv`c3WcV(N}85x_m9Fm*4ZxU_`}9<%ggs( zpy@M?I|KG%91n)&p=A#8#F|3rsY8qkGC|CNCO4c32^RtZ#uEU6_yWDYyvO3z_E*<*@M-3AhbOIGCV=CiR7R zdnh8|-+JKmZn)4*28(=vtipch9@9qVvOS*hMKNkcQ4Q;I9gX8-XK7WEJ{j?jy(i~m z<9TT4I!sE>FDMvT{9+P^Lj!oU&j3XMO_Bl-Xr?6;nr~M@#~yU4XE_!+>uK3Cc4|e8 zAfrf@K-69TJNNTE=uCB()+q%@es>XfECcnE&^&h3E(_m7>{veTuMC7Y-pFc;^p|l0|!AqN+@( zC@lJY7>(B(iC5t0ZrK(O_kmO%0^sB9&ij&Mb+RrBvsMBRWdwvYV#jy?{mXW`0TWX3 zkQiph`{X;{m#AzT#RZ?=%8NM)&^wyu2M{DE@((D`gDsvp}J3dm?U#(0Y9MD}VyA zQnTK3t7EAmBQT%_2#D_2R`wgl{uWVd|JOwQJYqebf}gzc3xKVf^{Rl`QZoc**#_b` z16V}3-=-x^zFFe2tH7Zzm?M=;EG(K?%&mH}eE7waxn62hJ7Py7M71c1i5}h*A}_r@~6{NwVw^Vj>%Ff^I-V%r5V9583CQ^=Qm&7m*~c& zt%x&~Ci4a4cFtm$sDrqqJGCiP$dr8tAg#*VQAueDk$50? z6bnmJyKIu5<-fHri7p!20|q8>Y>=JElc@p_uWdT*g&xd$n<%X#;SDwhtOiX%pynAgoj$Lz^}L0M1-?q) zJk%XY*EipipGCBdgir3(>t4$XZhCU80Z^KDpKy`;sYWs3bU6eiJ=Tn*BiX}l_UsZg zO2;D!VKO!*qP(&ZxMuc8?DagH2aak1RuYw?$4N|P8BNJaLmlecLOyn$O2|JC$S3>Q z(*+yc9aI~0a=dH5AWO5I-y5P1AAuiZC)?Dm@=7DelZL>?7617C0*gI1Dq0=fJAUge z^{>I_cm`s5cPjb{n{<34cJL<>JsCZXXLb_hLi;Q9z4QN)W4!&;l=e^^8}l0b^;YJx zzeoY-6q&wIQ1ouyXGG|mVI?AK^`Kyu40vgq5R-228#H{3vLBw9A}0wwd$FWzV4h05qe zLcyhRq+l=t4N8Qzw!5GSIFDhXR4SYR7dJ2WWLo9@VwFN8?c+t@2xA3SJ3LE^%3Lf% z$@7_sF?(K-b(6grq>Fil%K%x8@t(gTd}=2GqFGyIYiwYi4Apv@$Cn4pS9z8^7HA0+ z?*eOR4;LYe(BagjOa(ARV@}4zL_QGsaY=nj0cvQ%fwO1X`D=_M`9CX%_a0Z5b~W2? zOuN}ldnJHwgpP`|{S8QZgDakqxeLd8f&VN>gL4N>>Sd<-O^RRA#`Emk1=p`5xl)9C z4mH=S%DLs^WS;=3h@q(&-AP!7i7teT5ep;+a*$K^WF%ZH4)S{3o5*4O}Nh z(X>d>U!41FBs`fP4lbW~ddvBzvEwFeHJXc2pyu~88IFo@w z07DqS;PMnMJ2l0^o;`lIB{&~4$(~bL{z$YhI&0x@y%+gDz*N~;pJXF76$pZZU_S54 zW9jk=^oxOmUo2U|*3ec_VsjtDjR=aa;m4$vdAN64*Q~k=w6+Fsc6Y5oiXGbp3R=d= zKp*SrmIURJ9KNN+_Eg!cZu<2W!msxF(R(tP0U*(Wamv9((}sGQf2I7T)BT3eB$aAA z$M2JswCw%_n7c%gswmgGVn)5X3i$5&X>}o}ltwY?HV*8 zfyQ*srBB}qXrQty;a$$oPQ6I2Bw01(nN%NfL$cR|ay&V-??#Rl3vjbyvGQZs`PQp6 zM!h0c>_#4;FZXdWw*&J{>hI1N*^76LswnLiUfBC|t(r_B9%KRz1I$;kb1xiGe2Yb> zIoJSuxS+k^(S65qYzer;e}U!48ry5AK?YR6&TO7BR%)Jg6OpMZ2e5~C;p0>7;SQ-p zw|UI5vPX02pzGK>YS;qZgK$51mPJg2+{9A6KqVm6DNo5waBqJAdm1Y<05Q5P)W4l04NO-8WCyc(!3kU3(kG!!B%dTai@T9eJ z+3AoJXq?`I%Bg!$2ar27LF_2NzP96X|?w78@{@SI!kcG5I(oC4ND z@3ewyxZ`K+CPD*F^(2BThsMOt2WH$5_^`L#YxGkkOxlB*WRH=MAL#-lY=f*H`9HG2 zw=A5}2<=Zuy()e3a)xmFFKF*aXBPqduB`qt=3uW1(t{ANr$C^-!J~7|=70f`b$76b z8QK`BuYtV)BQ-~kd2!mmx?s-aB26s*e_Dd{M~6!{tv`#2i7FmnLo2)0scf^li#bXt z*F7pW@q+Fv7elM^oIQJQaon|-ur$?zTRC24?C(@>)m9S$=}5ttj+%MkKNTAaW#)^% zsQlcUw!E2?oH5;~CTf!LA>iV;KCJBEhP|+*Ov8a3sjS*O@`A0R1V}nh)miL1fdd^Q zSR@Gu6t7LisqR}Y{_Maztfw#~qtt+*$GwFHY-?-ltFtj_*<2Yyy@5DXFah-$Xc#gD ziZs+}wJ5+K)jpWWa(vLRP1P;Bo{vUYL+Se|HdUkgI=%@41?*L8`s<)&JhN*(2t_|6 zbvCoo9Z-p5OLG>MQ8)qiEdR1~g$3oZP6u?#chLWi7$fG?O%OMm&TtZvTAqn8ycsS7*0N{Y3Xe6eGFl z%dj^Nl4K1~V&l2>wWwo21<7$SAA(q!O4aO+&e`FDx24-kF*$V*x~AY?031)$XpXvAJO1kad$s^*=Un~j}o z=?MP#u@rm@csKYyWY}GRmBV;!nN3I?F#RYDI*Zno-CBeG1d7Rrhuc}_(j731o#f)w zx3QUitKvC*>GkKrzw&oH_n*iw;yQn$qm3#nBYvRPkwi#_GD!zF_Fk2zd>&yufZ9CvIKg@{xt&3BP6gVR-#s9!kx_jf+`r8SiJNb$A;2?K6b4 z?;tlfFP?rH;$rjDM7~eha2#)ZDWyT9neBCnoc=d32C%uUv!l9V{)L2?ZSe^+5F&BIQ^&bdd!h=l&J@s zn`>6RnXR%+Q_=$#CfBF#eda?Pe^if|_0$ppSGIWOD8U!pxd}#b`ptg6`?Q^=(*i1b z^V}t*-h9X4lD+Bv!a;BfyC`Xl7#CgET1asG7LX=_ob5nd9;Bpty6P(~$#}5EnzoN> z%-eUWCrsQzkRJWYpD&%Cesk}A(CuxxPnWlt>6{VMPWm^*sF%ICgJc~f$45t>2NOPx zRGX`U@j{rrzZLYBq#V@HL{JKkZjz>8q%BZ*pTL0^$`@0neAIQvas-G&0Mtt5EpgcA z@>+oTdobxUvFN^5<;9JPo!T6#es(l(SxcbyM6?3y`4Pq)-+iH!Cn#E+9_Qg6=&}@+ z1D?-db5$Gj30rk_WT9NFq#VR|wku#pCAU_3D3P*BSiO9I5#woTE4x&#yZlL zd({gpDT-B&pEB*ooB?rgwY#nvSVOfYWV3K>KbAzgy~3L{edEcEFsA5J3(k)KB&JQw&m1H0@;9@EoLZO4nSYh)}` z*n$@ycjo&ze&YcPj1VjzMGB?(@%!oOV8{Amz zQx)yg?lycl>}Z7de-n=7#Z~Dv`1xd;lrU7p5*Q+pTV!~=JAGH;mKfYXqXaafF|&m0 z%}t{2tM{yzS4k7j60FRv+pLuiwjZkSJYbOHKIA-mD%Ii&0|?o%8=UIetYN_0Q!y1p zM=R7WSiDpxb~9!Kt{gOJ0+z|fya<~)qRW`cx5>aR>%F)qqG2swUAMV`Xj(9VXl~CO z?jA|Tm@k|6`yHq{F%Z6d;9t+$L-8)RKZOk~j7dqNzYnq9gP0_a(mC_Z=lSJ?8}i{V z6p^W*;-Uxsh(c5;YFrHk&c|i+t!JOra;|&*$UZ6Qf2IQCO&NPARvRPlygR1xFYY_q z(QDD2y3g2YWfu?;sAx-M>>n;f3Pv*;$j;}Y^nhtW$yDqBXdcGq9F#>7`f7QI(J@1L zRq})fqSNTGfdl*&mtQj{1~|4>Z=h??L3}Og_}`ac;?9a=nHlC2g2@ImhK2=Lni7qT zwtXIRH?3qn-PCMHzwe)Ax3tXNCU09tAXlT+QDxy<)E%$-LQky~<;oI()yQPWO=-i3 z5qRGOoy=GjHIyl6Ub+Iar!vey8BKhMqY6X*$*G3+^?V5|d zN<=&k-#yK6-Ue2Twz*g7xN1ld4w#z+!ym5;R`~}a zazPe^BsCCwjB>7lPqJ-xGzyr9z}#0cV$I@{)yM~)xvO`8AMmL%lvJ7X?IFf0TACjf zi{>u^fLbo<3yj~tzq}APT|zbH`jDeYBJEgGctWhkfw{UT$}Zx;#R$ul!s9@B zj_r+pPITvE%-ygK`4`zYzT>GlQ@F@p*Ll(_dp;zBe2g=*HCZtzQ=m1eY7`e@@@r8r8FIvR8}XiNbx%#9xZ+^6YiS5a|2V6 zU#3oTr6h>P1N+?;!N#!@0Kx+EKr=tt>QTvf4 z;{t-;pg(6X%-LEJQT!{fib)TmUuCXV5}&! zvOwM@ykQn78^A^Xp$Svcs-t5KHj#n!r>&0E7#Uc;Pv9c6fGm8TDM%EUpNlI@R-Z z+DC`h^8S8cy5d5HBTrkZ_K=&EG>v2UoNTLGR58JJzQ1VsLU@%EE-+(h0A=k5sRXH?_C; z3HPTX6$w7`rT<2>X5R|CGHW+1=l{c5#F?9}_#-^h?7X{+q$>}%rN^8GFrqI=F;PYp zt?cMQXXuUYK?WOdN#ws|cR?al9X+&X*(#nG#s34Y8um~@+x4gMgqlg+S!n-O{Z-%W%@}$aiN@@he_nbFh$fNq8`c8y?`wJCv{axwA>PKNw3|L98z&>MnJ4gMou2Jfzbd+15}Z*9H8in`^jGtlFp|lXVEp0pZ#MrPI9S5M!uyDCsM2`FIg@bg1cKb_AB0`%1FtU|&)9hK>!WYpv?qsZs)7`@Z50r3?=<9kuEDx7R zdNA;v>Gnafhx0p(#Q?*_!F|`xI@`I=E|EWs9mc~o?r8-AT>f(Sjnv@S?3YN;X|?xo z5iy(jfeU(d|-0lGam zsf7_t!;^kOqIn&F#9KU2r{|ZZ4De0c_k&qHU!@=x#|ctb&-6+d?9f{H4%~yvz38i8 z&dA~-9*j%$ZGPFr9h=}pMCa+)11&Jhdr0tnyzOhtxtU%3NZsB2qH=zbsNgjRU@cbW zD-|(T^j~`>h_#BgX0^Qdgo$?Ss{?sLW;76}lfq_amq0JQHaaHWHaAh>-SHgw-Hk5K zEQdVNV_&H$(tUVAQq<2lX-rc>C4>XH8H{FzaZ(G`Rh1V3<1t1OOa+y7U|uX>q$eY5 zWM+$mh9FS{UsB1x|G%*`Fb7%&PMZSfoJ^iw!@4B!#d=>S9?!bUIII6l!5I%R5sWI| zMLQoPRwa?0FS8+=EPueuk&jmpbRa)_j8rO0gmBJ1;Ql zWwVFiQ+7mfO8AeZxI12I1M?}&EA3*oLkR5cw^rw1Ozlr4knUy(zh*@zT0_^Ys&o%Q ztFa=Rd!-*Vxip@hQ5e`|9|0B0wnGG`2_ zVAIRDmpv~2(kgB&hFlP%;lfH#RW*dC-GM#VjIvmq@=0wRrJ#70=lN2!p^|*Ckh19g zSFmpJ2!_T$@s>NR0Um21l{o=uZJP++PwtmSu08TfoMD8U#_WU^z_gg{38oeWfbe8> zxX5KTUHSxe^b71rmMn4X#*10ga()sy`Q7Lu%+yUwKhH02DJp4ySA_QeB0j##Qg?Sy zaDY$P*b2x&gAiT(Y+C}@dQkh-xWRCgh|AU)@%cc*T#J6ed@kn z=b?@9JsKU{CdW?aUkAlKMlLt2Ptm0eLXzcL0@*~VIO21}O#A4*i_o9S+>LLuE{%`|Ql9rhlA|8j%(;&~V>mP5>Se!v!KdY( zw9oZ(nLv^#u)H&l`WfH=Ktq~kbte3DZ99qrl#lXuK=e5Th|S-Xqg?J`AdSID;|Bnl z=%u7G^2aUAX+ZE_aQ8V*{bA)F&BXik~mD!^NM+h*WJb?-BJo8#AJCD+eDfS23~l}duP zU6h-#LF^};LHep9^h@XVVaR>*h=MXfuoDh8shc)R_T?Pk-jH%d4JHoRXUz zqq)?%v<@S>avMPr3ff`JtoehJ>$BXUDR&?7=REP{o_aJj&M|nT)YK74eD*rEzPpQx zbPV5?o(1R)B?#54p{5HxU%UEcdsCb}hKc`IqFXi0QOVvgB*7nz|Dv*aW3T^~-0UyG zXU732x5FjaY$p90?-x;c?wHJz@6JSO_^IH!x^F?xKg-HNOTNH)I8d1C+ic0f%-RJF zzo3>Y85>i@dwxVN&fWNXtOae5_kw$-Ip!bZ$6%JA&?NeBwZQM>&YCSU`D-OL0skKD ziH+7f&*-BxX$pC(;$vO4k!;@8dbYbbXs}cuHa@+}mcr!>j-6iE22{q-??rHgubdYW ztP2#ycyE&8lY$UQH8bYpxq-Y#>d9 zVw+~i&w4k$gE(d1foEK7RMjxUP|i7{2mD!YWai~+e9dos@hWxsR2l#26=VWLDSBEP zkq?NOgr1seT*0W)2X06^pc|E8z@eKgwdk_|M;8r)sFco$PPP>B;_xpg#TPar1YvFB zOJ}aje2~h}DZR_?>4T!>np8Tj&Q!da-gi$A_gnU=?B(@E(NTC7Johl>v%edwPd^gR zUY*V#o;~j&VQ3!DiVOI7f?CTya*-Rw)}NN~k#sFh5IGPwEouWf+AVu-E;g+#JSi;D)rnwIi4n78d4koR<;y zMBi*|Yy?VIE1)1Sf5+W(V)MRY7q#!{C7>=EHTfq_hlGc>{&;gGirrAuv@eB{QqcLw zQ1*^pZPdy0lc0}~WPcU()pmCfkA0-M((g#Z(hMyH(OOfK0G)3isN}vJM39g~#1qW$ z{hl&CKIt~;%0}W&KelwU@^+i=e#t9$xbnI(8u34p2w~L8W6cd7p4YfeUy%h!RWlgR zKz5p6TFEMO{4b8>k3g~ys;*AmJxR~dR=!N^lT@y^6*ddJZJDA|#lJYlkr|zo%*_IW z@glg-zz7y#(^rUuc@fMXU5<@PV2F@>T+i+E>*AgMP=~00(DcmjTeT(?>7O0;mN;BoioY!}hG*z?En;Elu>AggKTh!PEx)KNr<5g$#r>?Mk_lkDv(y>!M8 zLZKU&QCZ|B`ersyL3IK`OUe2mmoS#g`m~y-<;o>18+Yt9#m$%J65&I3ea2Yz_4Qv3 z>I5e$Q6X=x+?WO73gY!GLWVzpTy}N$0V*E2lvx)0QX_;tc0Nqw-n!KYK)H8t>U{+V91NumKzeh)+6zAO4a^rfnE$kjy7OCr$Z+Er3;YUs)A0{<9&^fttl!ogOoi`4 z@D;Z>+{OvBvLSg~;@M}9M}1^pYQ{O9Rd1hOKj+^M$gnJ5gZ_=!WX$iNm7A<|HPUU; zFzX#MeN3MsAwTjLfs>ef)hkyca!wd~g&O|}3goNl`?V9LO&l?=PB8c;pI;V+F8I76 zx4dX-6*YhN@yna~8CrnYinUxsdXzNr77thS@lZZq!iOJpzARIF*R9TcSG#Z;kvbR2 z8R~&UMhnYB5zj!)P_&89JRY&TwdYHmlyDEuL5yu^qMj8bn-~1YZy&*g*u>TDylvod zKT4Gkc~IJ9GNgG&mPmUW98MbUNu#|7O~&QgR+|6+Kok$aX(6|-ee?PAeHgN}pw9tN z2fqA$0pSL?|LNeh0HaCJ_z8Hx#r5<)jh_IuPz>a}FK6FxB>8f3asmO6_e45F5@>EM zu`#OsAoT%6gwz%(AC!C2XTW6&XrMio-~fxRrPuzTxL@_WI9Ifw?b+s7iaxiOzL^Fw z{@)B)d07%JJNFf)ZT;IzbpLr_-)3>j{uC6MJ{-JPpm`U05P3RL3OAL^O)U|NskfT= zrM!ER=dV6~p-^4V<;<rS7&K1s0;er7%r zgU%;}Bd|{70U-h9Ta1qtM7k_^QS@E`Y;ltN=jMQ#QJJi2vE-54k{=v$2xWWQq6(#3KYOu)0h-kA(e_&S{@K?lpVz5$SQBUWYyVI87u(T||Z zxe2j`OvICi%e>oi-v=YcUyd@#6woX(2-{uiGXb&%N$Szb39U(MDDXY2#!nzU1}0%c zk4HH5V+=Ht>x{*qwptw2UJSdh3wT7-!%L*rNTtsz_hKk7XX4$Pb04e_VSEd2qu^wY zPBP}E6qGEy!-&tbp}|_NR*9gQ>IICPX~5@OIVe)vgK#3U4tY<(-ZuKqB0M)3h`_-( z*mH+nf0>l!ObBjL*}}2tvBl+rNKCn0oU;y3OD-ixYDjC|7AAv3JMZpZx?!s z18}Knz|-K`*VfmEi+OK>+88O|WZp7M&TCBsAW?;j)6;SRHHx6LfRM<@4|wCq2U7bj zVP)m@^~>HzSqzVmBw(>=$7wP`4usn`SS8=|Z+V~A+0Fd#aOBEvUrzvdzQA9+VtqR@ z2G1g5eo{A`6Mwh2FNQ1(1>GEsAo~}DeUN8l3=Lt^Yl@l+%Ck@s=4(WZdR=0Jmax@TxaiC;;-rG}n!Ze>*#G6B0;qCo%rl zv$cH)7|@>j1N4e2kV@JYUvZmtzK7WL@r;&+Q)=^W&`INgSwNJXXSJov2;;|ltXA(K zkeKv`Km8`Ctny7v&s2{NBpv30XGoGJusS@w=#)ygCq6k2imZhxYcifk75GGX)QPJWaEwHH&mmftn@Vutn3BJAtCiq`Ee%CbR;y# z2Ia-3U}o$`#X_mghG9{>*Kw( zylq2T8pdRgSJ$CKEGcGu8N5=jo9Y8F!UD|g0bnImSWV75XrS0VgUO?Su@mOmRXpp3 zQIVdvD{=%+s%a@fBh7gA3xzKUW)+351xaw0+m%$0AWlvvs*3I>K8 z@deh4XipNMEH(Mbd2*7r$5!AXHDB64csvQF_-+Bd8{mqsI<6`3e%ZNqTo#tfL`A+b z1GH<%MHV^-AoPe=I*dcGiqPD}E4J?+JZH=#XSaJ1aDX#zWElukqMF_g5d17Na-;nPapx1X+UPvmC2j!P8^5A2IUooDcQYM_h& zQ0Tfvg~;DsklT8)ABE8(EY<7d#)HI~5AfSRBJ+yLPyxUv5xg{pl zwl)asO2f-ee}A`M4abQSy06=6YrZw(?sEmay07k4ER3^7ZK>( z`Y9RFBBvf0A}doD-3Wbl&NQYN&T|N#VcgFGXv+HgMNS3(R3LgE-_#!vv)5JVZ``dE+gwZ(k+>=(3yuY z#RSrAs7j4|Vnr&tYBWA+*}Xjab0P0kgH|@?+34+kC?L`el4lyrX;3;3Gy3kYo&1P{ z84uh>Ezri|EZ%%V)TOPk!r|9H=bACHcLMW7l}XYgU1kS8f`P{z0Mosb$EUF8Iw+6s zM@!7>04wz0`|NcN9`T4Jo>CD|H(bBqc@ptaB*W0jdhaxReo$R(3dnODZku{jz&Znt z_>+!k`fbppr-7l>al=!{8(ESrK&_0E1FxlwQ(|J^(pD^Y;2N_3^lEdkwGV*k`R?V@tyt5n+*e zgZmjv8PCu`U*l6g$cB^hn6kSWXignn*mb3y1pI5DzbJEWfU)^clYx-MF2j@}1rc82 z5O&tqcs5-+X>>G+KVp{fH1^(ja)8d4fZp!@56_8um9;FBFlqDXq%QaZ-R!8O>P1wX zx)kR02y#2`k*z5+`*||kyl)` z2Uu(v%8H{Yba<{1ej%OBU84{q-fj*`UuwH=!9Od~Gz)Kj_Kmo&&| zRRcxZTi6LPaaISw>R~Kd7nn_f|DGs)1gYvPfWAGdr*Gm}2jhT%rN5zfvn_5~1+*(; zDn5YPl{WQfK!d;m{D%-msEY8rR~Am)x>##)soZ9UDG`76l1MRB*n9Gho=0ag4}a4& zE2fH4LM_k+CLjcRk*41U25bm1Ueef9Vo_B8f~oTNG=tEc?^CbR`m%8(`#X!3AwFQN z#zrNUBcLzEOx$4EK{!m3zBiDP5eLHLXz97G2~Ieuh<>{*Jl^}5vggzkhRrOI{&=mh zs0nD=1FkN|EM3v(nU&a-)ouvz%9QG0ck62ju@%%+k^t`xH}(F3Lf|gP@?xoM_5Y+Z z$l4WDa{EH*k;a52lYjzLY;#o{R@R^w7-Hfv1SqFb`t7 z7sCqC?_maIDJz6q&&z=%l+}!GAIw-;&NUrCz?34d(XToPbCl;`8pSBh5Z=k;-?>@o zxOyK$ENI_z?s+o1yx7|dq4;@Tyji>#s15;tfdp*nnufkUJ@9Z}x5oqxGFzwQ^iWzY)bt(k&xHsnQ%ft&ebLwioC1>Wx~GP9EyX!6*Bx)4UfqI1)x zFHS*-7aM~M8hdb!E+VDUJE~j<$(ES`o{xxTHQ&zVL}eKv1i$ec>{RTaX9&Kmgn3lz{{Z<6LpxdCsa@gP2R-~k6q)K`qbQQrK(ghn`G+fC(4%zF%{8_8t z*zjgYc9M_~*o9hQ9SQ67OpOyGvu5E#(fc%{pEC)`3-CSq6$(_3f#PH2kYV<-Mw4%D<;N+zGY|z27^QS_p)u_w9o(s@@p8Z&wclv zff?tWnCybN{b!@Us7#)kNQIKUfhGx!px`|)*JUfEw!*#v4xdx^hg!u?T-_xQ)n62Q zx`(*U0{-Bo5zq1r=2%2HDfM>XT$&3H$Dn$O52g+1$O!*XE{Cc3CUALAXDASQG~Sx+ zJ|6dyx2N!aIgI}HqVlcWdkG0PV;Cl5CZ2)wOR=%*fwVPf=V|)ruM4xCBP5bIiNKur zZQhWPfZ7KGcy0V1uhB-PI+9H@OYf&~8rq9w`wk>;?J@Kbk^3L;EGSQQ&`((!hCrnX zFNf@=qroiBd$6F*dl-OQmpGUXr89m5KeHLj!D>$6P&P=5Of+mboBRn^lA-&1 zj9z&MJ6c|#mj?o20ZewPPcV&S@Sm-Q3#kM)$Q`AxKJjgu3|!AAL(kkdLNPrZmVE&Z zqpakQ3>mESbiO(gsGNe-CRc26@Shg=R32;^REQ1Uv0$5p?Ca8xp}_23e{l&mx(f1j z9k7DlFCXfQi*cU{YY!I{`AtStp{G|vtCNFN-N?a9uvBm!mqReEWIBn$9KzBoM?LU% zDAuqd4f4_zw>!<9I4pkU3!Nt~EM9scr4Rj%f%!%B6E!2423V_kVcb8*ViOB&V}8AV z_LBtvgK*<9`A-UIf5{UP0;i^5RTUpB_W8R7Uk)yHy4%(?D8;$(6CX;f5{xKMx!D+o zJ{B~P(Ul97#q;{Y$h&_>^=~eE&?uJcC|rgGU5ZVQ?}1DJdvbB*r@wIi111)4luC$9 z|AvrMJ|SF)2mkXH=H~J3$T$}Ewpes&PjEPQ#npYV6LW9Ng1Li$k4P9^ZnP`vPhq*E z@XKryjv7W0^+3X)HY`X{=Z*cU%N-~clZ9q1Xvdm1lJf`DA=kwK4xnk*1l{C+r$TE9~X3ptxp!3Jnu?ydA`C_JE{tF2pQ>ChJtp90Tl8};X9!$q|_X+!0RQd`N@(Kd{`!J2vby{$`Yw^H^ zN@7z|sg1sll0{;0Xlpt65MePoWNq zFQRm#s!a#F9!9goh5M+ybpSBe+@iq@eAPv>0`n|&gk?I%iWis7LGAU!jEL+V($!ir=AdpvRj z6RiH7jtMHCNNT9dCW&;lkMih`x;4h@>UK{P9z6-Uhpy~lxJT$m!L35h6^E9b_h6#d zC@sXaxgqa_ODYs!?*A+(nEJn~<7GoWlM#{|96H_z)qT}}QW zMAGq67LtM}5fj&JlbEOWlldAT#qe2PnFyC*D4@W_oTNY-PSzMT1i9oVmvrMW`C%im zPvN8Xn)A8Dv$4X36xF^6(9m#u{f}=AyFZG-vb%ByZ`ADfss{0nDf(@mQ>JfY>*2>2 z!_r$ib=w=0Gc?i+qNnUS5J% zI-ld5WTgXz{a3Ay0tF9T7LwX&0u-==v3`aQasT6AFIlN`BdIfSItKq03qcZmIN=C~ z6Ee*@NFQE_zw%or->YQBw~Cv#!-{^iY(?FT>n<1wa$X zpdiOEOE7E?fS!|inLczpk0K-~c6qOEWE_o;GM)H5FDdPqlc_k6L-M0lGO=UJa0a5xiFqbo!gr9;_Z%W^#ArB3l#`8DwAxX^Fh>|2!Bf z_Ye1=O5n_BrYX3Y;oY<#x5uUpx&7$){#pH&x;^c~M+$q70*5o=Z1^>wZMt2L@XZ;T zJPLiFGhSE$o8sD)r!KO3K$~CUQDHbqrQK%M($pUi+!LeXHhuA*SAiu0{bW;|&&?IX zE`v5-IxNq609%KE0UbacrQ#$2NWE2(QnW>1P45eUqVy@23WP5kE< z;g)B5)f(4yWIFnA_b@fL3Ll?5&69jyhq*yR+x4b-x#M)seogoLFNDq>_4A#$BK#Oq zE3_uf0*v^gCMQ4w2O=0!Pla#98p!bW_O!w5B^-nYI7DQ&?Diuy|xG%>}! z%o1%a#|o37O*5GB{XIW6C7GjHryr&zZ}ee#|P;(83DY5`z zS6ht)OQP}#{}~8-o3ZZ&}GJ zK^BR^mgi|k&WMXm3=(SAMP%;PPr{rH25%^EW3kok%~^TRJat@VK-zVG;DmEdE@qQp zmdEi0fX0BwQI$n7TaJ1ChOgN@F-07s))+HbRT932?ED|-@#uwK;B;Y^-kv{E4vSaodTv!()j4ytlFbQs z!6&!i>hpdRnsh3{S&6@4rfbHtiC6Ivq{{^qBk-T-{r3TtOm)yev%F!>bbpfq+?%>GLY`l$P9CH$ZwM0L zxwGaporT^6xHyKsu|4sQ!UdG%VBpY)3gk-_Drjl-Kfnzp#jdXASAZfJfk#dr;<>l_ z7s6lrM_v}GaEc(1j(vIh?s_yW{oo8?m5yNKLdPdS>YJlo=Ol@gm5i;de$y=l9YKOAIaJ+m3pZog4y2lQ5La-!fbTLY(2FBo(NZ=i23~;^=lVxFgLi#X zk9A#d=Dyt5`r3vHnx7SI6|761TiK|`4N5x_68i48B{h_#s92<#ul42zF4d38Npk3{ z93IX^aJsH*1>qCarB}V@FQ90*CM^sD#bXy#9ZDYxO!n{`V~gMO7jn=4l%Oiwi`VPK zJQowjE2#!m;o@0>5tRF@{gXaYT7LY=tfa5k+^x$8`R2mW)vVheSV;rcohVOP3kWMB zj=)_lHi6vR_PJz*UnHUz@O3VlDj=Wasr{IIZ6$*ZkFUj2_cq=7#U%PZa_DnlafIP!-sH{vRy^!s5?dgcgLcus1D0P*ix<~TyxUy#uPOC#Xq<| znHPqWI7~b%`pY5un@erbUttUT+}z(rMODwb={&!)?cyGg4u((1-~K$~5~-Io9X>{5 zwINliv5%}}D}Kh(5J8J3E4!)3=D6Z;6e4Kw?}K9apSsIqNb80}4s;sk&f9zAdJ2a} zAM^NLTl)LgsB#D5ApvZhqZvn+%`VDRk~InILaJN${hYUAO$D{%5ydjX+he+WvXe$9PybSFc{&W+`fCTak4k7QStkGUG%wgL0R{@$eTjHSipNe;9mDOps z!F7zKDq7eZH58)@0W&?+(xH%@Uq--UKYw@={s4=N&wF!iE#&RB+nrbu?V%6=Oc`_C zJ=|f3ARFQ}Ur2q>>b2b4L2XpRQITu^0kSMLo|o50|M1(e_{Ai~7D_y8OIWe7#u+4W zRV0NSg0YJNk#ou@OS3+>hUCu^)KKEsp5K|==UT9l8!smO1cWQ}@OsFBR3Gu#X{0xrwnPaaMv<K7%d++IoVF4D=&y8?URd4$$jMq(?7VM zLE$55(`H++F8)dJwVS%mkv9d>m~w2+aloXzP$Hr$wc|#HI>wt_M4)5clolYvETLf*V2I9@C+S z--x#hl|+#y)+MyCgshhQf`u2iF{r|;8iBN|gOh&vARc01p8k~Rh-D>hj~->Z{F0wk z_r1tSQQ27$?WY2{%!=kK1^shAQddRTNDJp2E0|{hoA)uJ4XG+QFzNE<0oC=MnP*XA z5pDGNOPLNq4iEu&M9$;?yPUCTSfsIk-|fe|kNkhHdadb=7ZDk&FGoY~a!bABk*K^T zaSegkG3#IyAUN4*sG^2bReIxRg}RLiETJ$jn)3|}$PUPEan@N?v#$P%q`KqvdbTFG z3&*cr!oG>?$}F2Gsh-yT3`&~2TFBl<%6zLk7Cr14lq#uT!#{yB5xMa|a@eOePAIEf z)HK&%rC?W`2(CkO`aGH5_`_KB)iZjtz#m9e)X;>3EXxTV{$!rUc~N-(oP%t$U@vp* z`~wj?`Pz6o-ham*AE2h#bq41gVu!Pn*9mDzBWuN`R&k(uF=>Edlls!kXZI^*W24YY z-cUCbaKHErh~WT6Eyop3WH{sJ3`x()grKQ#^r#V?wU%660eAYc12y|&t)b^6svo@Y6D!C|uY8TOfNkn) z7pVyGtl)|B3Rk_sPEiT@FS?euBIKdTFH{;p1e-`ow?i`0F@>ti zTUkO~ZPxxpGL=xK#96$KS3fN)#bT?+GtEGgw?*o*YYO!bkLaYudS_kU=y~SjG0qAr zMXY6hb-Js;R`JY!$vu5}+cQXAJ%4DM2<_!EAhp5>Ecl4IXB~OodU1Z^;|ox zt=AYXHbwvtQiV$Pq#-m_v~{SmbOIT4rJlsVWaZVs6V_zKaDuR=srE4_w1Eqt(;#>T zLKY@CPv39&CgvNf>%Bc^ZpNPC1f>2)X8@ETH!M+)n|2*kJ_fpgV>L>I=(l6frn-!ra<+l%f4eB8<;5c}}2CTLt<@kjSsb1!0Tmmze6E zh%(~^Phk_fKe0Djp@ZO{q4Jh&Xa8RxANUwCnVpj%V!5I2F`(+y?WJwjLN$C?s3P)* zCXS79rzI-w0EzX>(Iy1OXF+SBErASbH1;lmK~CFc*+R=OaIekp%jEW(&o}iRd{?sqe4Jf!Meg~Kp@Vi`4aYx z{{Zpd_FTl{S)e|&_+yiI!<7Y13%;n(LgFA`==u32T{tuw;w6$5O!qrsSWq`G*FnK< zARB_NWW`)vp|iYym$=o9WmFCS&&2lyKv5zJZGI#o`W2j1qbm-&1TN>9ZKlM9Gds%;x|f^t zxpj0O>D2g}yscc5f%ZR!)oWxq2;ECKAu<*c67r_~HTGS?CtSUfR#BE4)us_Zjr=<8 zZ!nfv&VO>@II9Dc*##fEcAItakj~Ki>g9IA~R|T1psFW6cL{3?%=xG>B2-_+} z+ztX)+=)-g*Uw(DZ{mKBXtc+c0(T&*XzH*nfum`sk>_vdJKu3Pc|FbpgpaRO*;Eno z2)r1)FP`K&Gj?NcI`-QJ7%zmq=318|iE`89we2_58ju9ZA7V~H^0fHt#k?>^s3MMLnzpkvlOcO{i}8C=21c(i-| z{k;|QH8#+>Z9Wood|c_Ta8@Q{0f^V|?|*hk)Et=> zEjVWagMG&6-}xYjY)8A*Sv#;mg0NP@2IS*E9L|m6{U2m4EL0DC=O&R zl%5N^S&bWM5mS*DdXighSd^Nz`$LQEE7gsacTgd2j8#gfb@*|B>S6?1Nu{!mt5L22 zHz*D4-E&hlS)OADcvAd~yQKL?sCz73(C#mVAO4Ye#>m!w!4RpN|J2i?R}0&A9d13n z0<^O_nls&sX4V6f95uTqqmeG|5p zSrXQoJ6##SvRzFVY;dw8^Zk+Y1T3-qt1=l53(>{uZ#RzDTU?VerB0k|xX?VmdCo@G zICK4rQi15;Y-GzsX~X^kZ)~T&+$#>8NSE`9Z%x)r8`eR2R7Kzwh=xOZue!H-c0aX+ z<+f-pTKQYUR&dw*PuWR;yh;|D`_uUDfo|nP$NBa*wH~`5a2vd=3q9m#dBn5P`J2V} z=pEypWR5X25k+~UwVpN_KodctVFF^4Q4E!m&ZDX44JLh~l|0p(FY+xLF2gh}wwFcsW*o!r$ap8KEvt)-HV1>+~%oTeX$QRONKqG8fH~=AIl} zF)vDrL-|Y7QvDq}P&M@NwmFcj&p(Q!RmF*ISEu>SX^!p=Tr)IKIye{-k4Tn$J=J_= zTu^iEA+NSXURO)}f()EWVfS8`z4DA9ASN(yrA;E0*=0+a5DcGw*aJDX-g$gfx=NTPch3BeYQ12E&J};`!{}(@ z`rWcGV)a^p#4+C4_ zz!~_+<({$iA>M!~@1pnOh3L8Fs&BR6ALd104rl_^z+NY@L5gCH>9c;t zka32NOwP~EZkEg3b}yhlEhuMQ*xEH}!BrOUHERwHZ`@a^y3)VMDZi(znx9{Ft(5o) zz;8Z`teRar3{APK9)=V##a{3(oDnFSX@0>W<8}CiME67x-jG)py$9w8Qg8-0Mt&2I zgo^6xKieJjKQ+uvV}NToEL!vZFzxtlbz`linSs!V!sNX}C_X%!A3@WMrU9{Rm<)EN zs0*e}PvpMOkw+v97SifDv=6IOYBa(w=cn7(Vb3#J@3qHXS6*-r3oDmDQD+p>4bj45 z&O)5$2N#L-;_=RmxESRm2wmf_A6%<*b%w<H{Fe@Vi{mcwgPj&$NM) zFNAkde%4n03SDW>AeW<`=?b4ZtF~kaADfEG_fpx;h3HZO-EF;=O9=JbYLclF-rcA&K?+q8FzFsi-5;!V}IgE!O(BrskrSa#;Kwq8O+p^ z{llx6?`=J{*toD+vR&Kg@nD^~+mND)*Zw7|frZGNj@;s8_(h=bo8Ph!vtcrf#Z4sdd8Dxqik&0wSW0pH1Sl(C{1{bgx*s%GElS6R^)8 z{aWQ}|C4xWrtU2HpS!87&5T$1m~!Y>zRM9(!eZ@i$iwdoGr^A~VyI|xdmy74=Q02?F(Zk|6PGvqzQs&9Jb;POMg+m4$Y z4kk!{5D0^&NEh(Z$+N*kKP@c{&WG|J(@52dmr>E5CMXHysA3JF18=-57t)P|Wz9%! zy5DW9v7N4wrjw(9lHJIzM|%#^9Ov}D6T!i{E7++m#@wtu-j`AP$HI?)@H_Me0Li>_ zW)Ej6L|VMkl{gnIbJU-h5I`!Z zz7e~5#A;R5ysDU1?{b`VqE`Y<9QQBndd^OB4C$5Yg%nw zPtrIJDklgSHS4m}rq{ha#+Pv49HheJq*j(8RV56M%72V!s$zN|u%O*!s9a zZJ3nGM1LfxdQ{Q*k>CC(y_fU>6nt_^Y+;bY>AYe)5mdRAee$Wb%s$0PK7qCRuthR& z$em1Bp+S03KrKj*9&^N(0SCIOsUhbc`$~-6<{j8k`2w(`m<_a;CBPU*666YRhnbt> z`gEt!Rg-bY&s=FrK&1GrZ|h8DE2+*-Co5-Yw_Iuwo3?_`4Q6|fU$_lLXr26SuRt>TFNX@A1=VETT~mIXYMqq2pnW9?4H z8I>45c>_feEu#X}3>Uvq0-AyPP2Ls_-irm_hR@pL=KM2T!i(jJ@1Cg(r75IviJ26) z5(}-xEz>D_P{q`8B}b2tID=I@E})m9E-RFhGUP;jtBJog(5}c$97M{27uzF8Rvmiu z$-x6~AY1gLAes%uCj=`WY_$F$cU2N9ZIqd!dPUymMP0?;fEA3TBFJ;Qqbl3>ZW+?X zKR=7S6^hocn)xZKocwa&5yr>Ww~VWp8;saGdw?WpYtO}V%ekN*nH>2tD-a?te|;c0 zc2WgmENj+)acbzq$xQ6zK!W|N9BVJRC|=-D_wBYX!5Ci9)H?dMq27;0wj}ik@h&M| z3Xp-dz<}vweB1>Ls(^(}^E~MoyUR*PLE52w)oG&p%@&8@6s0FACMN&$Z0gCvcdR|X zc$A+!$%M=?Jbf2T{bx_CDBDZ49$7@S8W9-wQjpD&b>cf#iP3y})UO8L$CybUh+2&r z-(EX}F5~kI8T^O(-_$@IWS;+>O5qE z&GAr3+KZ~ii++aNOKJXJla4!9FTS;#8r_CT?qZR3yxM%X<2T-Al6c>83QA_Tmx7|& z(W&Bgo27RT0;Us46_`uSIEtQw`r@X0;*=WF@Y=|vf@AT?Q_ybT{4P3a_J}Bkq7WkCzOJ`9)emc8$Y?ys?HZy&JeOH+Kv#H%~2A>kHQvOysmHLim zW4ux&Kc&UsUes5!Pp`apFFI%bZV9P$6hgX>Q8%dh6qM=@G5UU{T@d(I*YsY9)+1>& z_mZ{4;|xE>lVrs^BP=#+@2LDqVwC;rT#iP+Di>crUpr1+MNJY$JRBt$IdGW_I82@0 zw%Svom&m|os-m~)k`1}#KvS7XS7*KdGs8UQeZ|rp{7Ky%7b*KQTx+=+R&TWxTG=Rm zDG8Ng5QfI+uPuR6-k#J~caOiE!K%h~y%vA&UPKHv-|03z*1a7xoAJN5Y;CmQ1FsDU=-3hL?CiC>y+Rnf8D>8%F-v)jmc%A&MNE0R zK*;QO|CvO8utyzdW71*?zj)>fCAK)x7oMK(>F|kbP5TIl<{u&vE-98I`cIAQtLlDE zaFN|HA91d?Ii#G>u(dfjP&c&TagX^))uHrlI5K5{tExwjn8qQr9jBFUG(}6>3svxs z|5HnduY-!HQD*F^_U;$!^ITW#yu|rAX6m^O0()IOJSxY(cMG=uHeUiLM)DyG(cv+X1&6(g992BOCc0n=2HfSZG2d#zsLTgbnR zM-GAJYo0a|b@&JaoR(b>X9VBrU=suJ)4&Bs!2%D0o!YgI`!IZU!$y6&d+{Vvu1KAW zvMMfDXCwCv0f{lJyJYPYFa-YRd2YrG7be5a-gt~5x~28TF!y$5jrnM6MmnBs>31E? zUZx3@aj&SfR}c^`6Ds^}O`q4k=@5eD$)e_5oIJIh`a`8j-{OWzAKNoi z7C7EbJbhJ$WHB|0RD+F2&-BKgoq3U@D0*4p!X==SGV-75WddKh=8xev#ieI*w#&6o z2kMLF+tQX`Dn#o9dD87WcO(+I*z-8&yAugvnGWJLbm?aQ8J!3&1P(7QE1DLlohzTr zKX2~HX1?X{*4~_`_dHil7sf%kC~#np0t z=2qrhEl>}<^4iDc80qT#Fx@9olTvX$G6(iJw?H5Hb*V>}j>7Jl&`cgxz@YnfA&yNK z?>md@kn<~USEjt$yXsLo|McA~wnE%(RR&+WE%#r?9UA#7)z@DyNTM(>>g`NZo5$Rh z16qjqrg$ORGEMWA#TE&aKs37>t4qCq1eP?!vR_kX+&ktSA$!TAN#1PVW*as48ZQ4U zbxfMLUd#Do)5?tQg_iDq4t7WyV{g7@$5_I!f34E_RR_=I5-~jjo0AVxndC-o*+MF3 zDPParRNm$kV>vJpT=Vt1;7b~+%p2~tJyP%197wB-X8uwSvQ2c(NZX>bYLb%Vce#yj z!4*~4mmxBck$MpC(-H5eKY^zG`_?Fuaq+Cn>|^w}?`}MDo&M_iP)CDC^A_R<98`b! zrf?y(jiNOP=c%VpSw7E&8FG@kY&_?k?;5>rs;!u$cc{MFGCUo2Hou==dV2D0qf9U? zS{$X${+x16sDLl;dPVhyF~zbEB0^fYwVZ^VkiX&U?zK(qx`5_X0?x%cPLf?^5oB+p z*ELyOA0gTbr^{ZqY786)nw2tnnTF_ktjx8u96e9^1NKX7KpA@SwLVxZU8ax8srpClA6v zbbTaKhxGLLyl7duEWjAmW6gUT@y}=FU?5A3ob1l^^`lp~i2Z1h>ZqmY-cRfJFf!+yLqrm|D32`&#Sfl{f!vFK=ByuQjSQST^NacOJ3u^ zLNt~2oj8VLf90LM#*~u52Kz%1W2v^!zRBk}RdL*^&(QfJgf(0Xj@8bb_xInX!~YHO z+OuUfF?pTI>Tkep2b+G@hbNYI3-46FeQJ+Wdh&hbwi@4AK^*EB;wdeRuT+UU@1)!% zQWSQGZ8xH-avpy>Lw;trR~D`=h!rBvRO?Q<25qLpyd%Tlo+4 z_cgRp8Z82Gztv4+L-qaoV(eVzlnMV5?G**mM#M`XdY2sq{fbv0tzilupJ~_?2{j4* zHRJ93QT$SmEiYl0s7}1OuHo3lJxuL&fZZVdqaAV8m;BQvaBh!w^7TfAFLCMt*inKe`JP=z{D>4q`>ayi#QPGfy8ky%Mx++~@T4k&xy7{O) z0j`B7@PYm`Q4S^;))`gt0Sh)KYrq#zF&pi&~k2fqFCfLwi+g!xcfpqK>Z*3 zU-J*X8y`jG1*VL0rZQjFjyVji8Sr`;jahu}FOieBy>J$?Cidh-?@Zz5Yo>}$9z66P zB@Yfu=KJ{j!>57H)9VGxFd8i&C#|pk>`76HF8Dn*E215AW3+c{LfzWp+jX}aOjVim z8}SJDnm#7zU?DQJ2V}1!iDy;r`uuvq@dsjO9@RUN%&GWj!>x(}(~I`og$!1@_YN1I zKyn4)AxAyhp&9xyw2(XVPpm!o)-X+Jwi_#X(z&tSpmHJpS6|M#4uSajL000a8igO{ zVL_w&cF%37$!=siCcJHYQG6VkF`@p8a)VIGr(3b;+`e}8|A>0)uqeFe4b&h+QfW|- zmhLVALE4}jq`Q$uK)Sn2V3F^U>@zVpsGGjxi@ z3`M2XZZD>$B5Mrxa?~`&TlJzn86O7#WO8Eb=xyGrOEX zN9upjZ=DDVaxm!)`9=Qo&@E!<2pC%hPaM0K_0~hg3?Qo?7aYs=)GIEpVL)JAz zdam6pF4~*z_u@OeF%MUVu8 zUNGTV^$zD$A+PNA!zNg+Eh%5=>LG++={@?TSJJApM5v*{cIB?b@QuFTT)2ByjY)go zhZwb){CymU!eQTocl*JC*2mZxb_urV!#?izxzioz4x-@1n?4y(W` z6!N_`YEy#n_tcinJC%y|G-kIdk{81|qEQWXxfb$VB|$*TF{l}T_hktA?}G_aeBZ0>9!fSl$1>c@}<(bLv0 zQ)|Y$TK8)1LWw2>%^bBsV`x!D`_t#lYi#PQobG1)fkFZ@%RVmN`y-76*>XAK&_nKf~V0krBgl}-zwF96-2y@l*-@a_0p^{0p}1F=7b(UB$GQV8o?(0uL8 zd8t^vd|$ujyv2){`EryA+rvNC_ume+{9o`e^nbn1TD*h(WAiHQtFODh2X3vYpj^*A zFMj4X0VZ3gN6QNFOu~SS_h!Glfs65Q_u49{!@6v%0h;4{T8wg@CCET?<-k7bh3So*Du&L)a5^i;ZGj)2Zom-iGv0DAjvc;U}D^)d?s71=8O54}RC&zGjPM z>RA7cerA^kB`$U>ov1}&Q799A)YJpxnP`}~k%+cQSn!?O@mZC^6%Rp{po2fZ`7=#Z z(3xQQRA^ka-b_dGU+#wY_nK>OkI8NG6QRqC3!m=es6@D3REKLpr(oeAo!igtRhO_8 zpg^xe-C9fjO}yiDH>n|#)#(gI`F`iMO5>Q+Ig<4$U&(vi#J<|IZAaVSfS`$0%=6>M6t$-O~u0YuV zIuLX;D)FaeBf+M2Y4z5FTiudI`nKb91c2p1;-X=Uag<(oFvd*sW8wJT_+EA*41}Bt zN+I9d_5avLcz1-JGY$hzgFqu2%qC+VuY_BbPvA%lrqU7dlWY~ybiw6jmtd4-%OBi5 z+h1%!2i>SvI)V&)qA4DIr&UN@{x^`O-snKXqTTQvJS>onjO|Hpp=+D8+3bB&QWV-t zhzu%O7AMv59b@_Nmr9iGK_^GM)=wVk{XRmzZ9Dz|^uw_V zzeoK7;|RXFja&?G`Ep21k| zScY)cff!Khh6_~5l|4&;7S`A<33wqA`vCzXa5EYJ2S!nvJHDXhN0tp{A#H?aruLzn7}C$B2!nVm*#|dd`{^)Rm;h$$b&H43>zf<03#M zen@SR>u&Sg2ScFtD0c7tTHBFNm@3K>C($P1B30GDV80uLvN=%AYrX`ec4L$q69 z%b&sPiqfeoW0Wl8tb2J=3RKMR6OL(3k~_1W>L`x}Plf$u6zKRf_~@#Jr~xT$7=MVB z9A!MLBL6$due&v$f7H<|stMm06#afrrsb~O9jk#S{OFK))!%RC`DzySLpuN^ z=At+nHNdOFe~CWv?zlU&mYD1KCGa;Bl`i4yfxr}?`iN{%cAX^vAv{p86)1!7dWm_V zbec1MD)c^0*IYQyjE!ix$dggIN9{2vZ2i4f+!+BkYk-QWs~#>By6$@RZn1>3@Ioot zqw=>_8T)!)Qa5-7@+tcrsDOjFdhFJ-T!@?2V1&Iqd@d0hMIMDo%7ci@J+UA7^~b-l4+v>c5x3f2rY zzMy{ku_Nmz=wIYoys34Fbqd`sE@lVH$M3eab<9|BSSvfidTCy~TWjSW1N)aIL%h$x z8|E(*WuWff@Y;^_EOeq;^NH~K0LDk`A!SDNx8!&F` z3$?lWPYN);Ei_C|8}YD$s7Xot*nU(-6$F(dUDySa$VXXyOF-p*3;q7Y=V4G&JdTB^ z0jkRN$V;lpebTD=}X2u5lIdL zI-B^!t;!LY!txm$MZc&h`JcW)Uyt_5APD9i3tlE!CL+yoQlEQ#RsHV+5E4eJJmo;Q zp&W<%UPML9OskR^A?;XH>$$uO{$-IsT^i;C00PO2^oJ0xF71}k)pm&a+tP*~eAO#S zLF2Fe`i5BGU=Aqc0$~O$D$V-+570Lt&8{xsUSc`oL0s4ejUAkdX3?aGj)YeE5ksG~ zzrI3z4kpHhC8(*+-aU-KBP@ksV5andvk9off~O?vpu4`voEiUoA}BXhr!Ad@O>~25 z1LCR5%SPF^FPE0SKmma$&6>Cpwy` z19A5t5Oly-85Ep5U;^Y1C>8pj7Q}i$5%g(Yn`}6)b6L)rMLoUFVG=L(t4A2Fj*qU} zMwY$`H-alOptXWB^QQ@`rMX56Q_#y7rB75dGK#^+$OZT7)rY=HAPZIBoq~4HD`C8? zf50>ZJ1}kcx8Al_b71@nic%~ogwIAimxw${d~FJd7duTF`IZ|}#-#J#AGElKeK~r| zV2U}Y+H|mv4{>>c-V-J;=E%#94xeEww`wOZUg0l-Nr)s^r1*$#GpBqJk$H|%!^ z0t#0vL;f2XquIjLItCF>OPYElMHSALx@QXdOb3Ej?PKAEpcG4Vw{KQcK2HWN7rqsm zsbpA`X{+SCq4-erX%NT~6USP#nBSXOk zmwt&6cY44CAj9Rfr_2m-h0N>hiqrP6L8M0=50&3GRz9m-kavr6YM@0|&>?k{F;Qmk z;^CvetY<*>K@O{G_=-%((~c~eugn~(j2EW$`B$)IWpI_U7&2i+@Uw>RZ@xZxM$Pn6 zoTE*2l$gVWc1PzQ#=+FdWsSVazs&S>kNw6C@1YA7QkB$u%k23A0 zv+L|BZksK>h#hvt2qlsv^*^VUeL*a089|{0p46mZ=Yhm*e*XUddNhGrGF4O%Q;G^@6aZI>9GL4iH!faZzqk9lf7G1d^;XdCVONc+HPB|$)Bn1Dzr1FveNI%c%6R)> zb{#yVm$320XTYIICpqGFa-2##JBB6|D??g7oTEUcZRovQP3n4T)`@5bpDO1aB;=){ zadYQvAnge?C}ohkOxlt>Ksr4JEnE{>tep$7UJK^o&xO_@KdjAu9MAupB%8!pD^*n0 zZOnL9E_o8FXna$&NqMyP!w7SajccCoVfJY5vt|waCD=*;U=TL7Q!7 z3KiFC{|kHu|Akv?h#FkCsrIIH{klK?1QPGM$LjU)GC3`!+9vXxd_iyfn^lu}oaU5e z>0R3{cKFB88~sjHi>z5)?p4dp9BlGYc$Ns6)5jRSXx6TT%VcKn*MBrpuP1g;tCp@k zMVOcBv}<2l(u>gQZq)PXnL;uOBh6oj)!p4Jy|N3NWgh2msTL^smZ;2iaC7H-;Jor1 z{S4kdTA${zhh1*|r|;>L2N&vw2On#b^}__3SY*75qgryyT|vY3BiGY4Q%PsOvw9`D zU6j$cjc=EQsc0lTpa&z)VP)tfgf6lN%3tN<)1yl)hniF+1TiM+Z(3D?#<5b}R^(~u zsO4h87f(*SE}yJ^s5SA}41H_aT4bpCp~XYxGc@lau%$pyZN4zkS<}LE=;-=__hGVk zkI~t&KF!~IqgX&2|MFpjTkxZ)h{~CDM&Hh?19uV@mcQ$ZB7P9L^ zn;`1{3!h=Mtzb%i>O0Rf`hFR*j}g6)b!|Q8ga|Y z$c+5@oXe&E=aJXtN|3RqprQ+Yi@s`9c^Rp|LUzHVh_PvB*D?5 zPP@^NdzYfrDVwr>f)w|S=5J12#A=({oaK`{X?j!K4^6ahnSW2gClKp4U3m3@qjMsh z)%}_K1^+j#V=s_7A;+Pg4hLbIj~>g!hH`A^cy4z!9sIr#HxXxKX)$S9Y&q7M2rhq7 zV?9_-r;?sp(bl*#kdKvJ+^sg%igxn^yKT%8BA3tF^K7;4h*{3un6Gr-+#+`L{hVXn zhk5^UyKS0@v8)?B;|bzX@8IWN0o%!wpPRAvNB7zqb*5OFR9S63HCocnCzn`m)1a+_ zsuyRitZeOTz@TQcr=Bb&sZufHC=={NOw1^R*3}(~a#aWh7yLZaWvonep#8V0-d>rl z($(e9M7>psP98^Xz1XZ_ZGvCgtL-?D`ei6L>?8W(ak;@jpqN;Rj}Sb{-RI`U{V0s^ zX?euHfM&V1JM)@RTnKiV!ly;|GgqOe)o{iqkL|6uYe&MK>M9pEmHKhyTrJ&5Luwgm zTgb`>tz02hSojJ;e2oK!Ze=s;dttO0!i8Uq>F@8ls&(Ckb#<1u+!b#0Qw_D~Qj+t< zp0_2`s{FN1(bWDmH8&|5^ElgeNziB6Q`qyqgQA-BO6lZ5GsD8!X{C^G`>zr!(-9|c zg6XXmh+*g9OSxK!^FNCPbzk?4Dr=WRTWTz=KJ&yY?PM0Ud7r8&9PsKCa(}5cAELcm z?`Sjg92%|8N`!7%>-3&{s?gXonH9FFw@@oCRktmn%@S33=I zgEM9Hex&XM&%bSq5ox&g z=U6fgBKl|-$cMXMNvdr7scd-_jZ986o}4q28LO-6+xv^A^Z$CzcJBd)~{{wwGw# zbhN~4p&ez=-#wQkGV~(2RXW6!pHkbLT+!$|j@>WzKe?tnwgo0##7t+5DVJ zRB>6yRS*rnwXx@xT$05>OiQfnph9vUrB}cIMpEX001GXPU5nes+_!jLPT>l;qzc!s z#djM#{AvfbK1;znwOQTpk%ml3^xt7Xq5d}G*z|J&pX3}`!C=kkZeA>RR?aLb7{!;; z=p=hUucA4w?3uHw<>Lva9k}`;!o%6jj*4hu>!>Bf((By4%iXYcx5(J{wTA`G#(!-95voVd``Y$G{Cv(>qAa#uUI&GVAbxUOd$ z5qxhkPimKsk!5A%={0OntDh%2>qX-w<77si2&RwNkFIY6htY9vYBx8`-f0^TPC2G!k~%Fpx%-cCukhxZYLv)(Fr{n% zS_t~aXziYwn#c87_G@Ts&pqYgiDPPduH47wn)k=g+c0NH85Ry6np%{@iXqIob-(_o zWuIy6s4O!+W3tL>awsBuIJLjaAJXHpzv|3BNE!8z9Zr9L^qmj)pq$1rijhu3?yK8!N%fP;-g6i7=os-+g1lUkjT6m1eT&bV)4XDmK92hcL1liBSPw|zJx zFVo9`*IN!NlG@B?Pl%SN4w*{WzPSFk%947}x@^s^z zEHAXq#!WvWt5#gH+kMLdK;_Y~ICjT)FjXTm#*h(E$dHa<#I{a5wR5!HQ7ozq&6V_3 z8mYQ##vhayjfR1_H+DBIJyr+%0_IXu#8k=LZ2)HZZdT`F*ZTp z5_dnpF*F;~EKzRFpvmN{cW}dX)eUw=pPubdHWIk7v@$T<~)-QiI)Uyp0pUHJ=)~Q10j}yguEk%l38RH_g zEr37o_z|)WkCw{GA!(%j*>7CxPnUjVCisb4b1_A9r&z~M+%fa z!gph)$dff;s%>=^BSn{_I|dR{|n#*0c!Yzpy-!@%hcJ-YMqO8kB^`1 z3aJs4;`(N`Z70oZiD*vkI)$x!Yfb3;!U>0}LvA?jc$gEV>(uE9?qulYcfP1@rJqW5 zRdItb`qV!~N(E*Kv$M6930Ya?tzI9s*EH*GO2OSOOQ8A~JY79LK8{cNMtS$u#-_~J z_=g*VyFtV6z4g=zE5F%s%UqD;=uF%*Ovn`#cnr0u6@M$66kJNckRo<~;$&!UD9cC^ z2kG9fN-j*od1NH9Z9}o&hc(wsisSlrlzG{TmP@+c#bpVevU)^l|x zsuedBQd~yCVNPv>eA3x274Jx$>_#-)v^^$k-Q5?)1e%X#@@-nqV6|ChgH8NR55I2` zh|+$=cjCE0@a`0Snh$MBW(~{&2<9&vt2T4e4Sy5ahSQ#<;^Eu13p%fC^Tc?-)x9;*7LuNMKP2=wk+V#4zDo(NX))#sz|_l8^0Qxau&l`sk6? zOc>J#y)AxVjX}Poc8gq96S5Qh^8WgA3VyVCCRV<4f$puhFR7aNYRZ=fzGQErxn%Bc zvcRc%dPaGd`yh(QJ?TU}zH|s+D8*?i$a?NiJzgWsan zT)OGV8`Yhw{?RHWrK0=nRl$Af&CYmR2FVL}Y%g2kyp54Kr*H1r>es(%y=-px=;tB8 zqq2qyK#_})BIm8c4Va5V!tY?D@1fK-rR%{w-Yuu1uKr8Qwne4wYQT29Oh-`Wi>hkk zDjco?dKzS3Kp+qXM#fu_8PKm|ES_HJ@BJ&fpk7@zpBComCE=EX7;52r7@Xwp+)U<6 zIm5=f8H+lYp_cz4^YRqrfk9LPlELW>S#0qcWhN}}Ls+`t>6$6(E3aXA& z654si3F>kP_{kHc+X8VMYK6ItSAe1c#S%eVrLR9p%_xA!MeVd{JTN~GHe9wrAKT_8 zc~ZOg_1YgpFmFP7EKA@)=A-BN4?|x++HpB}Jd|Y8AUX5ume{cR(HsQ}tzw$(Y{}_| z(bq774JmRZ=Cag#S17sljW^@98AoS;sqDYe%jC;!AKYKB`xC%`5xy*o&Z*%fpX;jr z3up6jNgWbrH21wW-dnYYt9wzB88@S0Aw|je4uO0!z0$B@px$tMot;+9`RPooFyv3k zV+$QBge!~#YU6yCqE-wtJetLaA>W5_pbI3VB^4iFdzLR5-O_Gu7`lg#09MN+;9VuG zVHj52bJpYLQb${4RQB8i`I%wq5;2zn4TDX<){0FtI(s)9uS-c z1$qAw{H3>TNncpoeeP2q=aoMp-&;h<&lg4b*t(9AvL(viAJB6{LLmr9*(hO+lBO}b ztY1E>wu`o^I%TaJrLp_^gxS({w<=nEYVidrqfFeONTrJVk+mdaF-Xh(0bg<*zvo1)uw5S*6V6L>3Z28 zyVu*17?f4>z-u$4`;4@-;&6-`IvX5~B8PS+Ypv|hIv=(^>f9@D1u0VrMvb3kl(8PU z`MHWa(j5Nz(O%FE*QVw2x3LSOdP9|LNWA*f&aUsz>#i5SUXvN73{!697*JC*aMef; zesZd!kkFQa%(G^sxIjphZE>b2gKqrv%b4OT8z1(fC&gZm3Mg+0%JcC)%pR0qTeh_Y z-ZcVBcf~x2ed{rFDJ+oujm?NHof_ypJF#OdXg6K}^EBNjzGOW7y`rh3tcydNvfNs0 zFbR6j#?Ak!gz~2WhHZc2+TksP{p{->XBcK~Q>4HPobFeqfACGUbH3HL7H>S}4j+@KQ=yZqj;k?Ap*c<`FrB7V_* zhq+X{@k>FvgY5EIO$`@l*CCIJ_3Byg%cP8q(wdqYoF!#y(B?0?3yY3b5OrN;U>axp zL{aCDe3M3u_H624G$}!W+9#4Jlk_6OvDq;H$MKMH1r4GG!H#5+z;}BU>5Emfc#5_f z*0M`|=N&mOe&}$kj%O_x>cu@kA>lsoudAnH(^=!!N0ZkkOT3Y1Z4f&yiFC1xSQ{qy zie_El9-ksENmQ<}cscM=R*g#2q@UwepJ;RNAF{r@=fQ8kH8C4;)u|Hy6i8X%_ZIUP zVMvMJO2Ze{z?zgQ^|OoG>Xu|rALbM{78xXJ!VR-PKL6P;qx&l~kLfl#*&jz&o+Mx! zbbaoeOVumI!Gvw}Yd0`2508+r0F;YRb?2&#!(4W!bI63<`E<02dgIakvkYU-0>}Gc z6{~es>SDyHq`rEzc2pAS^c!Em@1E9`^qbrxAJ>xWD!HnQfIh@}dqRJU~|0O%Q6nh$ztRu~- zB{4nAG33X|FQEpO0D}0Op29}dr`wVa1wK4ES^OI1Q>qo)2bPwPn%ltzZen|u#uw36 ze;U`M2xOJs_g$e`N_qzJ6)!lADWr<}v@Uv{C`^=SC~0VD#OB4vX3Z{D}pc^<*8YgT5p@v`0e-?%^l!_KEf0Crks7g{49 z=3c)ucgSurZ_hVMM;nO1u%~^4`_arO4Q&W^(~W+ESy(Fp-vlrX!Ldq@poLH#bHxBS=(&ut9&AdR1^tiG|2nW88cSD9`PAMVMe+ZfUc`HS|u9(wRS?Ce65>-3RgIzJYN#^2B$^Z--G}Tlp11=qlTfpom!`3 z6m+St;E0J$G1BxB`x&d1+Vi1j?AqlW$30Y8o=BhXLvzE(C^wsw3Dlsjf$4HUT=P&~ zx3#u>N>te& zW?#1h+HIf{VdyW`AoCS`ua}Lq(+v7r-$WumC*e8LBr7qhOfu(vk7N<_fi`n^{+TpS zJM0>#kx7ivW}Op~F-HR>%_XvxZ(Oo9_KKk>qmCP-fnCAW47a-i^a*gc19vHMDhJeE z=`8JhsF6eYW9^|8>~%)E?*hjj??O-6k$3}uHokUp^{nR-zbYarQb&nla64ST4yl3^ z;hfxq2%ncZTh$je(_FH=2Hxqq!14%3LB5&o@d|iv?e6oXK@4`_!p!|bI3ld9FhBP)C zKBh6Pu;L_T4GZUi%PuFOor$}wRVYp_--DpyNDU7+@ba{e8P@If4^YWzth~!-cZQF@ zDlj-({jjXY#_Ol@GeE`J^nZR9t8o_|N4y$dL`cZdnetbUS8?!;^7sV~>hzx%J5J_48>ruyZwqMZ;mcCl;c^% zcfLR35a)`>(m+nLHx%|%Y9zDrh_yzP#xM+>CYV$Z%$Wy#u=6pKpA3>(7MmgJQ`S|P z#V20<%UL>5@rjm;7yRrWf6DcN#X7c$_(^+7W|aSXf#{f z!CM@b?0&U`JQgAhRcJOaKsMg`m836pStLXTnMD8r0v4vML^+O-91Z&{aHH*MxjG|5n(OA&bM_-O=KB9n7=;$2H_UNYYB1WJ zUqfv^5jAC4+%Q4k%*H5~Gk+kyYloiXC%awH`@n`#zKp#|JaE?kpn3Ud8()q%s*EkV zG-mFt=Qt*o@pqv*N$T(LV#lWPSG&WFgx+IC1ofE?HxVoIii-T?NHnR|KVX9ri~`$M4aj{+sVpacN8X|hcAO&XSKk= z?f2w?f$`<6oEx7Pxw$;KM7E2%;(?!7OT5vjdZ1N(g6YK4R0xKBSCrw)xWW9@h9sf( znzoF%Ct*hz*B*bpkvbm}a9F=-?}ZG{HyE)0qvd^0yRrLjSV<#TSiXzmifTtMwJV&Q2TVV)DS)IwYBpOs7`f;=8Uab%k+YY{7$Ymtmx~zG_=%yD5hjXm)E%*PED*!JS$o)#g*q%KljYupG<=6G69DQr^UsMiTKiZ?GzS>HR;} zF{6QyzQR9Ir%+1x1lhl_vT8h@M~Q%TcGq~`d5e01q)?~RAo@tcdG^E~7 z`fE?sK>zYO`B;BM!VKwi;6F1vA0%y3s+dwOh?HC)-&1h>>A#c0oe(aK4EFT-e|x&4 zkG6^yG10S9ng7l#@?#!5{maf8RK4{VGPw66{qg7GI3H(TY0Z30L;K4|D-;Liu#x|l z`ia%1!n#k{pAIQv$H(mt*(i*pQ;FaSwm97V^&*T!n?z=cUGQmb#2}98CvqzLHoQof z^{|c52egPv`K|Q+Cstot_}anml7Z-?-MZ4c{a-A~ET-Ukvib-;h3DG!fuH`1=(7>&S%!r265Cx7@sm&t z+J-CaEu)NhmM})*RSa`ZO@cWKb<>S5 zrl;1>#KvYZQgS6ulB$Q*Hs{$f%{Xm@de|Oo!2&mA0~?-gno@2F{Of$`5;r)d2iJaX zGS3HX=P{d~w?#UWhzZVc@jLQ_dAZaP*2z1gYD|CBH&AgEQj>TKoSKKt_)y0Ea`+Xd z5Suky`;X6s>iIAG5#*va#qM|JPm0tyY|M{R&2?B`H#LY)VRL!_SifO}eOy9Ne!6w7YMq()jzk5S2`8yqVfv5m%xJ9}j z_U8Xg^U{9%r}?e~hM()-RReRjg1K<}Gx0~p0V&74ft=4)(T0xXg#y#lPTO)`Xp^Mo zYMp}+wr;#G@n)`0p4(M?xB;dX#F<2*#tP#4s#KsN)ph{$V26WYI3ZXk!f%H1-$7hc zlIRy}zGD#71xnSGAIc9do6%K04}?eF_EEUBmctr3Baydjf-av*sJKoh-k z8mnaIz9YEOezn(sPOZSmsihhOl~@~2?`JWX<rcG`*y)=f_9}*;$_;Xm>t<~tivwq~#L0FYG+l_k(=#cer@=k0!+RTQl!)0lcaHkuDRA09lOq(D13!R)dBV?tPyg^#i0 zC`UTBn%K(*4srOOrJMjtPHL%?>;ONI!il0!zb73v`TJ@p`hIF;F9@@V)y|1>U^rxI zRDI;$dI)F3jsTC5_!}#+uNY~}cMSWS7tya$NvAB8%H(W>mP39th2)`XxeSWF@8G6J zkPKI0FkTK^N~t5GdpT<*$(K6OThS<#Nf-VMLyY z>0WNr#*$gh%&<@aLExvnU{cRHek!TsD#T8pVd=+C?Ry+!J|<|fQ1N#EF)rM64KblEOAWD{q0+(VDDj+{h_A8AMcf9q@ra1dTc8~h{rT@2v z(@(?EC$P03DHjK!++zB@fN)LfcC97WJ=qTgObr{PE>UKqWq?S zKYgJl+RHyyUpHhO%s(dQ9OYkpNOfs32`B7KkTHL{O}m*YVds-Cx$VNz)i%}19$H6y#o}r8ZwxHek9g~8zAqfQd5o3KcvI`}wVwh5h}&q>C;tzTfWp(7 zk@)y2S_o<5Xfzr#S2vv`$Q2&yvRq8Hxb}n?u*cL=Q~oxfNdX-A%7oj06pjiKcci4i zE}keA!os;mya!#}8`n5LS89;<6FcY}FA+vluq2ZjdINBRRhAb{S#oqXLI-!gP$S=~ z#G4zt2<5sUrGHpofl3%{(t}3!^c{)%5%XO#6E`H*L;QO-w_7p5R6y#4x+K~|t5-d%fi^m?#&I8kHG;EdfU0_)G&mB} z136{KVnvCe%(b~~t6!Me=)x&vz`g!#k+b6tFIOOfC zOddyq&cSg)KU|K|c|CghmDS5hU-RAHuq1pKP_Xv1Ufo zi%!Gmymk7VzGLkQ5IaM39woll?}-&kehJRi%X43f;or%d0hh#%k#I0JZhL$YtC%>_ zzyp^8B=lFBbb3LxF*=Vw=O<#`sExmkMo-kLyd>X|E0OJDy#&z}o3@5{kj7FS=thWy zNLN%Zo&GMI9Mlr{+{w*nongyYtp8!EI7El&HaQ;a-x;2BL?mE(c{YHZ3{;{Dpl*AcVBZdbE;mp3hZN(bzsUdNJJ&;2-o!8m{&F;MHkGmqV!PWi$ozK;<Dr!N}!XR z%&GH2tU3Q}Y^I0PdxfK8yHe)ZP;Rv+mTFZHdt$QNwDxY@NN>~JvST)~uwRgppb>(i z*oq&;#urKDb>NZv3Rqt+IPvZN6!NKK}HMGb4zE;RrEb}W@$Zmx8DiG?rzr!6UXH`vUc%@*EBcibl` zW?DigBHA|!GSabFn7!q3EAH$jfJa42ny#ccvB)r$F+>6xL2^}`q#+6+$U=3AK+?I2 zu+6w~Z!1oM@S3X}{#N(VXn++QojH7n?*x(FE6%d_Z1$)>AEeI+98%&n(kkI%+#W1s zR#JGSlw9{Iuzw^6FjB4pK&1pt@*E6fezIFb1AxBqi8sdSb+t2yV&r9MswUka*#7~+ z-d7UO>O}pC#&-!pjrwDju-x|izzjKjgRU!J_p$O!)t$mF_S8zxSYruB-#7p=1$1t7 zNT-YD3fmP)<{0DK2y@Q70ql@)zl3gu2+r^wkBs@=IY6Zf+j7h|D2N3l7#GX-7A=^@ z*{O(U2o{Vlh=vfkvftY+9|@}O!d%@Po%loN#(x?+r+I~VIXWf%q<=@wR2dhwV^7_I zyrd`c6#%rr4X3Y<;j{fRE;s8EbvhuHT;m$o&t0JKd>C5W%`fH z{%4OcwJ{V8BQ1=-b^R)E?0Gweuosj`ZBh0=nUmc`MjlWQc`c9O_EWNuU4=I2Q?hS} zgam#~Tu>d9tja3X`L;cz39T2$^p83ewoC^vo1)ul#6zT>JBw>UJ3tgL`hW$C=yHX; zLANtgWG#uM+?Z7+q3hNH>Op7)z$BfpK@7~VyrsXpGOW4a$ZVJf`GK~4*juyd; z{MRt;q_^6^QyvjK%{d_=M3tmrM}HlE+W1u!5wTsoQ%yKjoU{tN@A?`uTt9pDePPWq z*nZ>XNg73Cm1XGTDH>QizhcL1IJw{+5*!iUiC3+(oCuIl&LOqLRZW@8n|^v7WpchZ zDE>nV>i_d16y8er|0x#4@)dp@T-{IG_>%kpTZm7B#jV5)){s)xxnV?=+5iIL5o`b_ z3IPkX-_{P5QngC4AdK@jQV>jf#)3Ie*`FU+O9;FAu7W!o&KM>JR3N$?BG#AW0-!Ej zB;l2xfk>D$m$)Fhphy{3DQ_mk`1bY2mkIUHK7eHr$QTwLztwF!<;*#f=SVKxpxu=O z5%Z}MN|vJDANgWJ)x-ETClV(Bb~OX-ua>+AfS;F3r=JE1remz4y&8)?34u)wD^BiG z7~31lJs!;0hbZJF1mU-Z?P)=WpeAE%N-RHU_5#f(E!0lna=1YxkhxgS&fPZz5fF5gDA$1%)cMp)C2(}|J4abB zbI%RMdqblzGIBr>mjH8v_CI2mBb~;^5C&(I!z?DGqm`tzp0L(%jRtjK^Ak+LB-aLA z{ur(;@=|cdkv1o0(^v0R6NX=v6DrMyp=&))_H!)UW||r7+Mn17td)cPwvUFR8_RF` z=(ws|Jg2+X8yln&rK>JV2G!jChZZ32bB&Qv3f5w>p17{_LCl>yeg?fksto$qdwu}w zN5=HJrYdeC8|nluK#GGT)bs6EO2C`&`X4Sh`QaS@Bce*Exbm{7j_|-PJS4uxJ|K^X zwwv9!JPFMBu#PVicRvEHaSVBrd6?d$n9S2I{qOfMIPn9c0X{=yMl$e7pG62%ehkr# zDVfysnIe(Nh$b&&S%AozJ<#w!t=u*6=d;2jY0piojl@F8LL5FJy)}eso;BbfxMk4c z_ZIf+b?VsAbNLnMUDE%<-g`hrnJ!(UjR6%EBVq(aFo0l02@=dU7|5t36%i2y$w3Kb z41l%-0|FvBib|4bL`6XfA`%6W3?d*I{$1#t&z_kxbJx9V-SDqF>p1r5>3;itpHQ`H z*RFb?4cMd>q*DYszh1of;gL(v&D`hAEDYMaAjj#k?2v2vvDxk9#)%;d8ZPla^>}=S zKZ5&|GWYwBeimqX^&cB}FTDVGt&yB1> zwBq~6t^QgY5Z)o>KjkYQk>p!%N$y@bb(2c@VZ+i}Ye(&E?6}!fcuK-9`o`*o&0pGv zz4BjO^-W;YLigP~0Eo|wHycIX93I#E=)m`1D`8XRo#kF*4u0?BMUGB;@xiw@gMzo; z5?;Ps8K=+WA<158eRc2XDV)`;(-YFRX%)0=wzuV+vhMP&trqqoyR(DdWv&d=eJ#RT z(0|u8Y>oNk8dZrAT%7ZZH4gzHtpVuLf zbfq=Rd7#jB#m(Gy^3K$O|9NHw^SV=-oF;!0#^DA89`y?!Fag zXI;x(KuPR<$oBDZY54He+$!xb`OdXFFIyNr5JZN+4 zm8{R4u0e==SP%M>XkG0xbKg$ZRmxk?SO5G5|Gmq81-wsezg*p7S!z{i^vq?_;o|rx zG{=kz3>1{CQ8UB*(?Z}RsJ`;@tTK5zhR__OYI zV`u_i1e}K^Kumn(gps8Ny%_kIE8->`SMzS%9WUv<NW5a471*U^w*+JCa2 z9U)P0(6_IhsfAG2&1BHzW0Kk=^)R{Q;=r)N#`)b_h7Fb{W@z2Ncm9CQtoDV*%MM;P z{Dy@&rNNp*07qwKKD2Jyv;F3(#oulgHmH}UImFp_9OhNzOg?e7|Lh0DsF?4aU8AN1 zYcK2PJvYIrODR^j_tEK?ACBsl00`Ai)qTr5x1`=17^&r6t!HKYX>X-m@xWb3wU0_? z-_bvRq}N2ctHI!{yRjN-la6L~3-n$JsG4CdW-#aV{SNIX{49Msx2(L{+5tr*|@mqLPOrSdhmH_)oT~K`*HVAwOl)8#EZULx|*l! z#~+bA=X64|&-UsYy%+2C?ld`k_~iFt+MK*AtE<$U2CAC_8mv+S?c?X%6}XtA*Td_U zRGoQRPJt!bS-a!yosavDXIs-F4Xo~Xn`U|>s$r*NU-|SL581Cy9W1@;rpITkI=W`W zVEM7<@jRafvmA@v9+>59W~!hBF@DZdg@M%%tOhl-iZ2g#vjnwj93v~g>{^h%to%cZ zO&;omLfb!fpiXJ)eY5vPgK3>_-URCF+y@5JDuAxG# zIBgJ0&UlA}+l|dm-lke&%y7Nbw4<5#Sc4@?a&{fu+B+}0Tq|S7RXOuxkIPU=sifqe zpINK>4TRlM24~{RKK7k!wrkdKINi_e@RBLK`kQaH z>c!linRPu^7YgD1YnP+Ms&?n4!7neDZx5R_m}HrGQF^wdFRscrVEjtDJoTF%k4q`E?xIE`{Of~Y;R5X)3;cmyYkcJbobryRyVwk>KyECZRE<0T;z1? zI%;sgM&7D2H@XNx?1Mh(ey8%c$Ja=I_z`tbVX$Fo4V0&G=DiA;ZoGAU)oV45U6yRs zYxQn>FYYd7p0fFs>ukv#>fH?n9oYqYQu7852pEd5&2n*;(0s9C$g|7-xL5he6i*UU zG{t-8!|L89YlZKNO?dBU&kR|`-8VQ&?!>#R`ZsOGB;V&e3@v@~Lx0y}ClfEjB`Xt4 z_uA=?c9EX3ap2|SiN7?&C1RYyVRlVl>k9+?gvzb#`|}D=M5UOPWdcF0vg5uqH=fye z^jBkEJ;JHv@%))wH$+#6M?SrmQE#4XWt_h~O#IEufmLCJf`oUz71rKf zv&dtL30ju5ALmu`eDUo6Dh#1)ZLrvyBFEVxeep%6;sI4I8C-{@?Y_MCY>Ii-Gf)eEg|M?dJ7(3lQo^Xit;$kUmPSu1o)DzG)pXN#=O@0^#~SCHj4Tjar};7Jo~ zQ7~WNQKs7dc>+J?_i${1rM~y9Ig%Rc z=bJsF%{x=lHAlHL@R663soz(J*|#>tZs-r}d4!q>6W+VpoN==PciK3F_it&+YOm%+ z?JFwi>BbIulx(%}bqJ9yt=<-Y*Egj7^7U;V21#v=(&BAZH%^x7HV)Ov?PxiI8CvH5 z7KOx5&-ZkD`yG|jfRyy+2g939nX#wx^lxO3m!37HLd~l@uIILtcw=CkTvXKemBkXK zJ}){S8s6zf_0_7utnT;|38ff+lUmEuG+t&hnMNp*`eb#?+aTwgVqV(1T=s&V*~7y_Ayen-sAXrmx@@iL^O;%R zODCjgKvEB-YQz?IzIk%ju3Yi|^5u*F;BVi>%j|tw`O98ho^f~I({o`KHQDu_;vx>d zxqj#A`3c5=2EYPrpPz`@-+kj|uG)J1N8|f1udaD|dIq`8kv@z{K85Yut&$J1ecE~A zT3NrG8tZuhXwq;WC*%FkKhD>-t5-#*to9i5Kkw12Or(q0-f`gq1ZI0DV0~oqNEZ!R zznv=YedF2wlk@%Vs;ItJO`c8iKHItZ)-Gbce);lPk|5iM_IjNjH9=TNDCmh_TbJ-G zh4U&r)288|U!CyX4}wunS^RvR6QZa7lMH~2sXY6QS&S=~$ z_v^(*ykpY7lF^74yG~oY!o%*w;gM?g_K#9@P0z~hJSTC>HdXhw`D+-d;htA~e721m zow1s(@%vZVuIel<;r&MC#+ze~JQMB=XS?sY!~S+`25Dx|r((;PF=I@4N6JqPaOc>& zuxC2M`mW!v7xd1Wo*4{lyoh|9Wcj_d>x8Ud@maRZGyKC}{`=Tt{@K3e94aqAo9&&s z!eD^d-uas;{J-%s&mQSGAEN3Kon-4U1Slx5HsNKzK>^>Knmin|>gnq%7L!ofT{ha~ z!7CgE>T&hzXY1u`&ypcQYhs6FwFj4zo3q3%NNH77-t#Yzlq{;wW&5Q3m#nvM)i-b6 zJa-^G02jRAbSwYMmjmESe*edR7%f-z*6kYXi`+&2FU$U~V>S`U_V2-N_dAFY*|EOFKRv(8Oc*!s%&Nt$sQ|y$1*1 zmWX*pCpSy=x99EbX-;lwuaAg9DRBJEwYK-7(+A+or-_5X|NROR)hAD$?BV4#tzB>1 zw#$5WUnbo)dod$iH}%nq6)W09(Kb{=b1^c1w|=UqM}nU-X$XBQVcOcQ?DT z0yA2=ddmlO`P>)Q+BmkoU1RlOx8Y)h`fqQoDMU?{WnWioMoxP7*IBnMvLzL^ZBr|b zKN@FQmwV4@@0vd?dk>U%)}c>pbYD$d_mb{8DY`KSvwgyFhHX9nVApw#$X$2PU`ws1 z7f-mnqxSv$E8R^YevT^GPG{5fQRown-MqIUzpw9v!NG&!*w$ERp0a)4HWY*^Z{XEF zb`oAG*sSVB9U{36O4Cw&WsZAwOET@hzglROw|z}rPeV*0TBNtfIQ1)vYQ=j9I`q_q zumVy3vO})FUA3YdWoNnX?rgBi5>2R$h)K&;-6<1P1*_~_+qyC6wI_=e(ACu?|25(DH~UnnriXdMZj?-0vdjO; zll3xKXs~3gi>LAr7la34)^_&ybf{u#J#hG>Z|THm@s9oW4!unYaJmQI9e3lC32#a36>GHd=t#oqHHJH`&kNak z_Vv)`(C+2r3EOY2UOa#P{E6chGI2Cz=)2{AF&HZdOkuF2=Ohb+YsT<> z{C63%h8*26~=J<^kx3fawboiBGPf& zT3{~s@6#`TV=dp#v+<&?tMEwb`}W-l-s#6Tn)^5^(@vMEraL+q7#NH+IMUnVG^kbI z`64qj!r$LNx4I`&Zr~0KnK5cnSb-0+r4+|bTcUKDbG(O-k9M=ZSB(Wmq2POUmQ|Tu z&DlOXZEfwBEv5Gj6fZC~q^~~usrEd-BiW`vtZ@Yv&Q+c=z#G52`pLlW_r}PWi>0sT z=$JO}BO%=g2UysDKFhlb(9XZJy}4A2Fy4jx^_{r78oyItY}(+! z@ut#b&9i6E?khk3<>e$ii4j`o?Rjv})g-;&n%41}GF$z*TaSV=#WeVeB{!~!+7qV$ zvygYZB{hW5t+Y+^xY=!&mZrVKs(EPBq6_ck-C%+B9D|XHMmy(veC+)rtA_T3^nTG= zo84(AlJ4KX|IlgBk(mnwDsI!Pz5T|DO|#aRph?87_FToKbuh#%!H%Y4&5+yHH!%Xi z9Sw!X1>x$Ca43gJS79vopFm82E-Y>P%lYoLSP^Q;)=jHS%hqCmMQde_etP(R%FeZS zuu8*l=6cVUYddk+cA`qUO-Z8J#S0gd@i6L`#-@+4^Ba%Xyt#1~zZbsg(zKb&_ByBa z)QgDjx+hQDxk3hue@~Km(9AU^ksQN0Lvej7tg>vceUBa95S_dOW21rrq{~r*qw1cL zd;6ZQ!U=gYtAXR&%Ex1SH%kOxPHCX+H9hMg0Y^uYqG$Ge+PcblP0b~p^-S& z%!LaV>OVx?l7*E}DNjH4d3~Ho=^nf(RdspgL)+HMdo8dKfj}V$KlYi0u>%{86{zpT z!96oq9=wcpAbe3;2|MOUSt_AM%etj(&i8(PhxV({iIrSB7H`FS`r2{|(w&?-TFUkG z9J>uJbfyjTG|;-t&C6>V5dZ!87!36T=t?!;eQf|u!TimamGH3Q$A26l8v-vlzIz~( z@Ax)yDd++jLwjqWx215m;q4%p{3iW6vCMNHke!q9;3w>h(-DXQx{(??!8x3N;obI0f(Oen<92gWF%$e$Y z^JX~w^ZCAQ8X6ieI}KrN&^UfmWB;KtaQT*g&y>DnJRj7Fc6N zKnoT+PHBtrY=ghH#AXK>u0=QkAF9q=CN(#k8}_Y0-(4oys^Nort)TBJBNpJwlp*E} ztF&>E!0)%dHyH(`Os)~nIW)phW$5p)`)#drqJ2mG;spyf7Znw)i!n4bJRfxrRi;=h zhYN)1_ka$#`%?V<<@Gb&3UK0jdw*y7`Mxqh6d^%Dwa*D`OGe;4n()B0QEQnYL_B*4 z5o@h@+C5{=L|%UW7_#Zz->d7()6)gRFye@r3(;R}y<;!}<~=Yo=uGe-!x-)5)!q4I z1er7=JwKXewckK8K*y>;edhB0XGGK4Mr~r){{8!pjNdyf@_?nhkD%*}m78%7s@T;9 zamJdcAlz_%0zdbNnDKL@)CguiG|CfXCX|?8%9iQW-tH%>Lw;M=zD~&DN0DI<&=x35 zt%PW7oLQEa0qBE*f@r+52h4vTO@_1iO6(6DfcEKuq5FcJzLAlUORO3{Dl2*|Q9gV) zT+j&k@wz5;bpc}2zs%18`QKt}<_Qn0{A-d>rM{O}Ogr>Ll$Hp>2}2*VbJLdU&hFX`WI{;dkFW^V zTimi%35RfJHS4j3QVgY$FGf8hSF8Wx@_U)ilDn`%gjBW8R+kA$Xc52AxPL1@Fx%6GYa3Vi!0R410J!g3-XrgHfG-z!Y`}Z zx=)z!1_%R`1dHiBs%_2W_ok457^Aye+&?_KFhw!N3A<71MAto((MM$%!-#5P55liB zUdil2j7a9-XnC3rY?_#6lDUNifqfsJ*+L5!YF4gcdpPH7ilE9aXHT>NO-Nm`9D09@ zPx;zmUyxv`7p0pj^~I1}NV_8wPdly`f4zEj6~+&6;z`=VrAv1vB_*vJWPb=BeM|Y0 z|71M!{R>r9Rl())d|!#$Zyx(WoOx~qaNclHBzlo}jd1^WTxCDn@YgFC`yy-tQ1%dLFD@qs2hq3+i-jR1#K6?(#3_uTq zZC4S8$VgN#O&f8+=nc42>w5$aF?yf7lCeJsfFyAgPTomyTtz63I+fm{_9RZG|b`K?z|L)V zy91DiV&)=}{nFvP^-SRd!<}#ajQ}+7415#* zlUM#XqwmplZkEZrLOmx@=BGzi5u6kFB9TTG)lO8JvS8c2%86|A#qfB|a!!m%ACS72 zT1$a%wqyIkW;3;57%#5bK52yD})uO zscW}M=J=0?e|-Sj{MHWL*dRPprrgBpOt^sKu(mM6e+D68G2D#u8QK72Okv6U)MFTFMA;X3O>-i91rH0wKfu6uY)n2VPDT z;by-h`CVQIT#6G+{cf%?6=N#w*zp13h9EQ5z9aXwr%05<2=*Hbx-U348qo{({w={U zxIcT46GA)&ZV~DcUVpn~T&FKz-%uFiElBJU;zE`E`vXjpn^wE>%avW+zHc~4W#O+aoN90wclX)`hv#99M!lJL`Gr>)+eMU?M<2cM z2t4g;$Ej@pfsthw@%=O0NyKaR%gTGIEuJeTCbk0{ICtN1aGsywhCRo!TUq%{>Wk-Q z*R+l7?+pv_%{@7MRQPvK_8(AF@Elg@*i^{D4&@mV&vTt665iYtR|G?#j*%spu~W7? zFu!vt%qk*Z4ZN8xQ8i9fH$|eh21zHJT%dt4Lp^GbII$k(C)!+Zr?Wd5|BL%0dPdR* zLFEh9eT>y73xd%x;y9jaxotr?oNFh&@N{PO(9fr=qS(x8~m`zhJ7T}d^0uA zI_x;!*({1?dp#U$`N-SfKfg#d!K5@lNRd}&psR`%h&e#^^AKo~n-XUGFLX{o_7Oo8 z$c|JV+bDdSoF(K-qUbNy-frnSM_Qxmh3hpzidMwM)pO(qQ{a`fqs^<4(-RWfBq=G0 zEfHU_hHb{2Yc&cIBZLiH$oqwVZx#L{QU{C~`Ikuj!}aC*r*yLbEGW75t6CzYRI zTAq=ks-lvQ;Ui#nL|$80*B2U+VT0Lk-$pgYjO5*RTS}d1*5c>CuLkGwNLGfznIv4| z7^P;HrM8BcHBgX9s*bmp!DHN7W6Irq199DzmYmnGx%x^5_at_n`6G6Jl0IBu0}?Mv z^7DVcETe5YLR}_WUrqI}6I-)J6P{DdYc!7;NbN&I*2x(Q>Icv@Rq>+{2|c`eoB zvyJ*0Z)+m3{uyttYw->YQuO95E05g05>f8R)P=ZT@Qh|3TiESYVh%6_e)(lho2PAQ zO&i6w8nXo=(cJ4$wvXfxbBZNe_hOc5KKjiKFV+Krs|EwYl`=@MjU}YG%Av;+`kvjy zGRpQgu0$lRK>UU!i1_-GqxjyX4|FU&`tja6L=fu8<|0-wZD?WNP@!uTz!M5DT6C{+**v7p{yt0YsWvsTro-2zx1s1k2yLR|=0}P)C1&S$ z$aJWsw!WA}x#$WR;HP)Ef2;nE!iJ2K!|Mwoya^IMd$zIIaRS>c%NN+5xTBJ+eg(2N zYwP&>!WjN`5EaD*@kh1ba1+DNFWd3&rdIv+#5E8-GB*`p1{f$+P*C9Niv-z1T(6XM z<1WuX8+I{uE|*?VZ9+_#pjoSrD4jTQqQa17`Q4q<=#8lvH<^9Nl(^{|IZgxfndHeR zwG+?DwhI}F!3rE^j)X*c{uJTK2dPWVH9^v)+OfqrCRL;8Dccw@l*Bx_T@;zj*!%40 zi=oC08eWMEBHPC&GE+==+1_C=MAW1PwRo5StwR>-`XpDiPbb3R# z{6*Ls@&yr^nh4uZ53t!AMurK%@Am7<)`@6DzPq+lHVmeO5?eP{7+j=aAJo1GH@nl2 z4_i{S!s>m%rkm0>(UiCaNUm*skfVWoRY4$g3b@Xl8_tc3tz^F=#u)?VxkTEa06MHd zz>TKjgq^JX2+gJFahLm7&;pPQ^b`$bz+_RcS8qMX-73mo6Om@z{dZAHiOZz<50TPh z<|6tB!d)V?U_pI+u}K~f-(L~ecjVFa4CGR*8Z_|PZIn@k<4!Qf7!mjzphB>|&>7&Na3?$oZl)G^_=Qs(Y)1TR9g^?Yh zg7X)yWdS$rf(MOOIm!OtLoW-D{FByZ;^J`hT1A7dR$GM>_PF0UZ-2!1eSb9doVSjJ zOolQgeK6S*?8|A7dj5Hj2IB{Cj?$9aas*fgo?Pt9LEZqM3GBY_gYem&_f5-XUHN48 zT$(1zDr_i#1?>2!?;eIk>OMIO`X%`JrK#;KQfS_|5w_6Rc70e_7%LE|o`$7P-IplD zAtwq~Q1J5Ve9GfWbo`mhc}y(Cex#>9C7Ru(_#&aqUQt9dIv?p0y?R5!w4w-I#`22g zBYzl!oU;)u&`CeM(tv$`hrCrN<*bqZ%nxK)eZPrUC-Ankjj)VN>N7)xCu+$4P?V1amn29j)WdnfuHbi~Kx3U>`(gW< z(m*_t(esNu)naHs8%EsVPKETgB4_mZnC~bpf#rCD=A-1gFq%ibrsY6e0kiK*X-7E(PXn3l`q`pM8M{F_xK`jEg~wq zoe;WxKQ!_as|KNmq%0J2f_EuWL?(t6NO|r{yh}f{<;car+|gEIwPRA4 z!k-p&Ae9F|7-ix8$b(a3O#IsX zn8FAQ<>9YyZk+V1si`rB5tcIlvb7>^3%|pvZ)GVdYmv{YhgTZi*9URqdj#X{pv&r? z^XiRDDTBFo80_zK>-*CKUt9@CEI9v9=|#0||EC3me^pNXzg@KUCsh^W|5*v$|L5-J z)O!xI-XBeQSLSU1-4hApS4TPzI!m?x4KX>801*ugLiZde_w3Nd#>Oix{oOTwR<9R_ zprJAC>D7Jg{*DoWU}_EMmZK$!%18W6w$1Q;aJ+Sl1?g`2CC-lSl)W%B>~}+ zaZ-`9C2+$ys4temcr*-APm?CNlLH^;2pCaDH$1I`0@n2$w+{DS8NOS>4 znDb5~CPjexz54_!5c%pla{Um$t#|AM06^8)^^9~23yU!q*`dv-P1^F>@MF++^sgu{ zyt`$>9EoG{Bnd)CVL_ge50E}WqSs`eTwa*!!spMQQ)YUm#4&$CBiPhWvHIuHad#fm z9#l#PT;mAYHi+};F$EvsbMpf>UAkAz+`3h1{rdGuPCMCV!Z}VrY;JT4#^ml;u|#>e zxZ8jD4@A9CLTezv6|94nLCsIrVHF@ZQOf_=^;c2lf`3Bl@lH-R&9xEi?s4w@>9Zy- zWWt9NpPmnz*e+F~Vc-ktEWJKl1+S{4K*`NS<=C^J{hW;*~2^p^!N<>p5F0 zow4gzqD^2X8*^iw%ub02d6QiI%7hJq% zO<^^QZIYa4^tEaXbVXbgn47%-T6zybaDR!~li5DBEQ_?-ESAdW9J>>qwsn;MV9xt^KZKN1AK^Ps5Ss}ylzaw6TgKUe6~ZG z3bpstgi9wCw(i&wJbc97S){H1T~g1cw$GU9qj)fE+d+x+i|605+n$Lh|4z%`Jcyn9 zj&jzBeiJSYo6Ge+lW}i~!#GCr`<$OIr0Jbm{o@$);zNbDRJSe0FQ;ie+psW{)DN&L zjQ_7lF8nW2iNK~meqq<;Bt5)di2#6+AqLi!m?mgl@Po6R{X56_@8o( zH~quzO{tomF_U;I#9mgAFGuL5J3i|Bo+S>29aCUBH^+!)^Xd;68aA*L#oklw0rlbr zgnnvpq^ry-H$t9M+EmH0tb|gn@Wx^IK9MlgN&9Hg{Y{jY{hEEd!Mc^Pk>ek3L2j_` z0fCOe-t@sdNH|GiTMHhokeCCr%4Zq9AAig~a^qs?10=wq$~y$5p~B9cn#6DbM-XA) zG|=YfiLwvmqmy*DG0yEtcTAnR`ba2(R6TGmN<^UJqcWfd>}&6wNA4W?Wls7ir~Z;Z zSFb!PS;~-J?#2-r3r!^w)D6%Fsv}uM(v#H8!OYm;Ir8gwf$GS*3fjBQhqBL%dn!_=rkV=2f)z@mXTht%1I zzIK~Q!-wRnj@V*`>T<6?m#ge==5@Y39ZMeaXAsuZ>D|toGC-$s2ylBK8bp+XpOL(zQeL zrRnJCSkbXETVg|@wuNh2SLIkRzmK0!9=2?b{?C$`-}d)cM~;sd%*O3?#nPlc@r1|_ z)=#ySfpCRFcKaWVVVI%BUF$b;4XfOn0&{XW$5%$`ScP+7z`Cc-9K+i&)y7DAgVq_7 z(g`VuCMXVy5r16fR1$;qOdU}@7Z(b^5uWD(h=R`%gc40_U5gCPN6QDPOQ~0rsXWei zrf2=xKrHVZo3Z1vKEt@NJY5etjCV*jEM}SSId5A?z`AP5sB+s=%fY$(Eo2#y=6O=yK-}2}SOA(lS2}~{Q zow!NK$EJYc%SQaeP%lmET91m2LL@P#LbjK;LwY;z?jb!7K*(Xl&Y-8SQ^K5d(ku@g z(F7nqQJc%|#KU3J>#-*^p@>}tRli9uUe$xIoe-%HF}Y7GR;1<_^JpJ$BLuWW7VEl!H(`Rxk+< zP}kRh3XgX)41GTTh+%l6Hby@c#;m77Z!nxkM1v|0Sb>mQ>>-GUER<|d?R*%M+P7=U z^Py7FgHclexAhJ;U)#sIU<=Nn=L4oQ|bb0i_)wjTuS^0#r7YB&i}jNxJefr@{V=-mzoH zR=0J-;8bZ`<(U43a5+6sQ$jhXuE>%l`Jf~M=WRF_it*iZZ|_OLFyuC%T^C-mL=6T> zYZK?*>HjcEgMBq}#Abst5`i57iKKesM2cXYk45%-kn3^SH{OaDwtlrrX2=`#H`}CN z18Lb_mnX#3jUkD=RJDgH38U%(wDbRnAi%_p6J&T4gAQ53Jb7V4Sg2ne>Mv0~BunWj z%Df1^s%pi2xQ&^_;CZr()A@F-KI7vBSx)EDT0^{mQ?}ked-$#@qK5DosNR^%q_Pym zE`m&~)BpgX4xDSDAS~tWtOt3+3mP%nJ4AKDyLqUs^1l*@xJQu%ZgN3b?YWT*;Q*9x z97eP^q(lX4bh5Cjs;VGHPmUyOP}+M~2DETEU)=j&eMxvUMi=AtF43&2-EXjO%gTdq zuBcf?iD9%s9aijaViocC;cGWSHvn+ z($@A76gb7<;hye}b6MaGiK+`CB9w&ivHLewI8d1yVtz`3CtT#pP`YgJbD)Ms%+(P? zcfEJy-i0rgJB#<#kZyUuzCNkMA$ZtM@rvHScV6Zuj$jCIXo&D%h0Mg}t#Wtw;&=+W z9!9_cM^*)@sH)Ormm*KxgPNa$Bn!jaP6OSDo;|UiLr4UMq6*98myB_hZQZL3vuBeQ zEL=6jjc8anY@)EGV8|^|xncAxkwHmFnBg}~0>hV$`|qZ3Jd7ssdbIJNsV1op<;d-k zBBWd&d)oX4 zXMa35ee_vpiH(t_>HQi+WP&2_CsKr#1GrP_)d1>N9W_~LlrXKdATS_!HG8If7#4Ey z1lcZmm%k|6V!b$BXt&Io{MV-FmI74jP4$UhMkO;Q0c z0F*01S;4vso%}ybqhN|W3LC8MJY#ITPktChIqG1&>8d1uM{UA86vu6`YAH*7){D$} zIC8RJGl8i#TX|4uoaMgwKYl^-qTIr78gZ;*rm z-!n#ao;^eq?btDOC^`Iq8Hx^54LOY4Sl8l&!WIHF0DdonCJ$dW{=ctwS2_`#QaMyN zMAeD*z!Dt*OcC(mBy~fTPKtkL4s>N-Dc(RiZBM*5jNNbl{&pG$HKx_ghw-XEMHjIE6lXg7i6;Q)>2;xuz zp@KXe%i-2@(cEbAR)g^jgMEKl@Bcy6pP_~&^ne`h$&7d;3kb_U!U<(G1V|kVejDH% zKa=*Ak7DSuVU-h=ao1#*!qr8{)B+8T?~BC0AALSI>kCLZFg^;x7yDAH+@#xKEF)k~ zOn7DuZC0#7^#l_gI4DKoJ!j|gls?pU>hI`5VOa!Bm!^s`KRB4#RMSc&fX3CFd%6F+ zzmvj{)#nCXT5VbuNdQ_GL!D%j_?eR+6r^h7M`Y-jJ?9ycp8^PaD~wZ}H1WJkWveY6 zj|CF5A;?=d7dDc&y$v$s2AlNW+rADzc7w^mCPzV1IEJKo>U3vi*cgm9Ww(rB%E^4; z`LVg@GHGpzrFHE`+@;gq-F?!b79wRGF-eB%vi}|_NHs)0pfG`S6zgu36JApkOWHU% z(3wvAh`Fgo4;lVaVc~I`$%lOKF(#{T(<8NrBT2X6N@{c5&K+25?yKTSXN_Unn9wimH=Qsoadu z|8Tb-(;Sj%SO{62+!h7XTR=66#82YDdjt*g75y+V>W~(G%$==14e82b=Ee8+orb(4 z0s3Zn!Er^my_<3@NR9cIaHYP7g=LCcEzkB}3)@pA(5-UE|zAgaa{@mW}|@paY&!JZ!dNNxoy!{PUWJX)L$rN;SV%pYW)wQ-$LepfapGW1YJ%a> zfSI&J)!ZS{=_OeZRS-g2=k(sv7P=cU{Z!ZUD@D2(%nua@pe9-dERVroUDN zI2)Q+NWEyeqs%HFTc2zeKtw(f9w^OrrzjISw!44`hX8R{7jxgPHp+cgojcsc64W## z^zX;7De)Ikj~HpLP1OtyR`4w0kUj#Be1Q8BN{&O<(%;x}S~QOI{OqhS;ppghQt zjUb+Ylv)EVg9ACwRfa8_@ee)&c~Oc!;noPTEFzvBWzv+N6-%rbrUNbFNk0yaHn3Pe zKCrbAKn|6}17yTgm2B7UBS#{MQ$j}g5GIUn?G^13+=v#T5QNkGwy7werf3kM=Uo84 zCABM`xeQ;l^e+QxLbTIZqMb017ccb={%Dq#4VNk(>^i<+jQG4emptUfwvS=SE6ts| zY3_)n+6S(B28|BootSvaTxa6Ml1&qJ#-B->tKxCrUiqE)h%0WZ-ZMDPOsv};#(KA+ zx^q(3gdXGkMk5{!&BRqCK!%FX5a=LG9O!F@_So}l0@7Uk^BFg|~#{C-l> zkGV@&4o-)L)YCYu*6LfuI-bQU8?mhmp~rm)u!lwiPb--mU8l;|RJ*79VvADo!(<_a zMXOe+-MMoIT7_I>&%mTvMQrA*&^P%oLpO`@ZS~CI8M6o~K^ZFp1SQEAvYfH)?n*|= z1rVd#DpQv3EyG5px^gx&_tMWh9S zGGE6YBdS>u^A^eE8Fy%$bMkY9qzlYI+%bJRN2Waed~DIOWy>`6df};RQIfys;i0Rq zJr)x`9Ig_iaBktV)0fXmOuy#q8%;o;)Xj$ug%(sXzOBUFs{`0k*a@hd+t&3~_Laqh zOh$!!ylHtf*5b=L%X;XI39Jo#_fB85Vg<_$vk(0V6_nuVgl@03QyJ_pAB-Xa_TI;* zG~78eCIkishC<&;BRg!^u!n#EJd2c^3zsoc&JE1~f|Y9$En{uBpec$hdO?7ix47uy za?gHt#mthAGdDvYz2*J;_w*a2P(v87M`kiZ?mj{S@^x^1k~>_sKKknVx}z-d+dCaZ*D%{B)_xVk zaW2%$*c24*0g%wf1^i=HrcPwER1DoTxIe+{-eG02sH2AjMU(IZ(H^jdxW!}RqbH7v zk#-tL(LK?+2~)Xf$&zi@1=Ohn0aVf_4(DWRl=g1gyjfUQRu_Fkl)=zb1ruoAhF{J! z-+$e3Phs`f^~xMw_duuoDqZMU`+;s2NGe&J0G=mfxv|gFim^zAGmPp z)Tu*bos*yZvA~S5z?yYY0S>#im>I5}bU%38jR1Tp6x6Sfe}(nE(|0X}j!+4ThUC%Qg(2_;8h>D~#*l^EUP(xZ zHcE~@xtTOHNTGT|F>gg!39_a5xWVT@#tD)pw7GxP2B64($9-!P zOKV~__j$OkJD?=B){63}!Ow^w96#`&XzKLqZ2_mb&p&P3_2a@-+%XX$gi?0+$wr|U z4NbGg%81con5$2lMEm(@rc1y4eyW46C zL1Q*|xG+w9Y{_}t_Z|b%fhHG5;6NZ>;Y`>*@|f0rr!(I&O=w-L!R?{Z1e{N0$x`g+ z)ECcQydcu?OUlw?v&3{$7A2Q9C(U$-FHc`MUCuEDB-9)-LkRK;@!N5rlqeuVnyq^6 zh-OKX8yAz~VIe8wK{gE_#+Jl2lM&NXy;o!`uY^u zAt<7fI@(SfH=YSBx3_?aQ4dvGclGMkX*;T!Dg!>m=*57X02U706}#Ua z74Sk#q%f4g8mYluU0OJ*Vk|XdA-N0fxe?UNh zAoJwOlUQTNGzUIjM~oE;gabxZ6N*b7K0Yz>(#>!9XXPcD>BCkXf`^)kafBy<&-k() zlT0uG$*54^l*9RRi#gcb8fuppZqoVjn zW6@pYLum-`vqTnAq=)iK9oAaEk7h~QtY}A-d*;=zX_3HMW4qJ9ic~#`MBik|EowFD%p9yjKcQ!}zc%cS7C9MOy< zZAFfzJZm}J0;*O?^o>YG_2jUTtE}qP5IF*J&ChI@feo8DrO@~dGDYnO*c4d8>fz5| z(QO*-U2jO31!Vimh%f>(WD>dtKgT&!BWCr`%Q0nXtLL6YJqWJhT9GVZhzJksbrB*e@$k!w585&x5cHvWwSwo8-MN)@93?s6et9V`gBb1V)6efnw`846(yg2)uUld& zJshOFBrU!k!jpxog|W`&4NojDHPIIgLyL=>h(X4iMsP9GZJ>9ib`FR!3jjuin2?$RBiHeM!=T;2pQa zsm2my7_AHVCq0cYl^`1Q%29JQ&5NfqNlb-YLfpZ(GjpP(85J5PA8w#Vy2e(t$~;Le zTy1fbUb^p2agM|wth=xSuUM4nfzJ`~&KimlA*jA$*`)46HX3~@j4>OlI5R{sBrx23 z_OvJ(i101?)dXN+gSiMC+Pm$A%R!0TBoo(UTL2aT14v5$@n0Y~^QtNpf1n__En#=1SADwQ!!wxdr@O zXV0D6BQD0^w@i*PfU}u8b?SkFM7RgavAVd7X67Q!YDd!j6~Z7u7t$1<+eox_YYFEf zXro4so%ZmEE+b87jjNf&Z0$+h8FPw20fDco=;rXY>=^Y%Sy`ECHVY6P84t|F7JC^b zZS)33vrv^;x11YM@t`?ydAgk3@CtArZLR}oE@uQwLmOAnE?Pkj0tVXe7;sIPGg05E ziPJP)p6Xn};be+ac391hF3L*^1fD#jIN|2uM(BP1I+y za||U(YRrL&dz$QT^Y!1-|1`mp;n>!-ix0U4_&b>1b?e8&>S_!mHK?NRuB-d2H=+l;8-^?I! zDcb&Tb#~)r`3poBsDt`r`X+Lpds!TH|>c(GDFkixx*!`;L2da zso%aGBeIWWek6|{!c9DF9y0Jk%)xHI!7#FkXd0Fa877qg{d7Riy|Zyo#6ILk&1`!% zWhbIl`)TTeb(POAQ5wO+$LCD|m-DRvJa5)fLoQyiC3W=^o@2FyVA*1_uJQ{EPh5=U zC^&PtZ6*TPb}YFDWD^PinuQi;#?lJEcW+tst7}xN@g9l%hhVr-L%SZm3suzAJmS(h zDi$0uNhm(rF)>jN$^TG@fG%FXoDW`i6%r66fI$?3qEHeE;ax*Sn?)93MUBT}hi62+ zo6ZP+KZCKLl&KGp)o7gz6Fh8q(q3ujSu{z>*Rr>&pe{*3Kp-)7`p*ZUwQ>Y`3$RRT zU@JV)d`e)`MRF^`8j;tt{p4ccuE5p$!UkN6mh5D74I9}0-0EoQBXtUFo8k&-Exij0T9JG7`zkg%|ke4u8q>b9-h4N*~?!<5d9o8pW@i6|-pdHwUgP@{4f4bgAn6 zONPlstndpj7-dA$%Cx;%S^xg-d9bUN_4$i+lFT;^=@}3LAA%V~2=>G(M~0E+?4)Jp z3Lq>ZCAEhLbo8f$0S!j8wnLE562n>30RCd#H%1AuI4~0#f~Kp^RckTUtk-8;w+^{| zN0ecH`qwXCLqiwDkqrQPYR8Vj&4!HY8}T>&`R#R!By`KDmP6+YNoFpUDIwQMdNk6X zfc{25zavT7VwV<_k02jJ;&Wr& zMF&j#fe$pTlXa+LTVQ!}0yiUpM(?*L`u%mwOMD%y8?iY|6(yxBU~FmaLhiYPGX8Mb zR-d1YWNMnqETP6AUT?>hh)%0S8-F#h<=f~Z)vrBCD~BjR;gS8$j>e`QV9ro%bjr)h zgODR{hV{8PfONgGdJjn9+j_HKp7E&g&qex|&x<8_7e?$r1dKJc}e; zfPJipr;kI-vhqijAmK<^c4{e#nm0AnMN^s|>`FL_uqZMJEEijckhz?SGD(txMW$cZ z$Y^!~b4sk~?+og%*WcVqW-Ee;2RP9H{f6qI_NNo%D59nnMKYNPr?DAxsup~jkVs)X zTs%c5g4D@Q9l@LUz9%E76bSJhaceT({-WyP9wZKj5!@xYn!*21D=o1g)??vLKIs2< z`knZGfm9@*AK`ly$l}0NKF=F&b6zW0wgRi2T6!Xbdz{Z08CQxt2yP+;nGcb{+Ri;O zN_S3?5FNboF7Xu%{(o8niAAxNnB=#>0+?cgEm#EvvqA0k^Jg9VHg?G~nF^v60bxYI zlCi#6N(nKk6uB%lnSKS00g8^S&KY|VvGfoY+wc!d4nH@m145j80c&qd1Xjf{+l^hV9ak&b`4$}0%r{hHNY%y~~xayIu!PR@F2$O~m1@N6K4gGvjj*T^XT6aJ{eHO6y=qo0HN z-QnLj{$W9Ly9rhF{Blyu7NXNZOzMxD#7e-8iuCd)ygitQjYJF=XzYz7BPw;YlKT!8 zgiKg*lLp8<&#K{xIqVykeG^M~InUCcmz^`DWWf?3St>Z4P>@#UN!pK2bl)E$kimzd z=dAbJgKgR?@|vu(4nEi|BgNpC|A)0wv1^zK2yD4d>N|?C1H4}z(F(|aQS}FA{0WJE;>Vw_ zE9T5r%y5mJSQFy2BSdiV>eU}C25UgsBMP*5WZN150~!c=jLAwg7W-$1LF40!@o7b{ zUk`^$EzwF$5&-Q4nIP%jBRE9Y^=L}}Lp4JR4|OEg$?(7@K0*Z=j=WSTQtd23#A5#ba|sejS$w@57_rVHx=dQ? zc<0qFj+f*AKsERqsPiYn`T5#*ROaMkHp8O$7&g&>CPdf4b}V7uFLo+6U3>gTq~PLZ z-|FS|duMr8*)bCTz-e@qzrB)#z=>^}H=h&JON)G9m_xZ4-!7PyoZuL+Bm}K>N(bhw zIN*XH=TOlb#)(n?U`1h|zVSs*tl2<$A!K$4Vng8NK`s7(NEQnStVcZW8&wW~PU`{f z&X5kLPJ!4QqP~0?{cis}J+{1K&1CoEWDc^(xN;z{4=D#sQ#-tf`9dzL7Cdmf_OQG< zOL`W2loxcMmoTw|AmqHBrw?azu4Et4KaXyO!;)v+E~Fa()}TJOHL;*=wUN7_em@i! z(ErUX$T~Ctl|9vcx$rw{Q-tHIT$8LEu+3pevLFs|+DgLRU|6*} z@SAFgwS<_6zOg%f&|GFI_B)<}2v}j^*H1u6w*1?}Jm;xwo{wS^)eDn_@*$9AvYvic zvb9Y_@35LAxrc(3IYK<1PZCg!KXxqwsa@j#f*s)qngPt4=aU2z;fnerOCzQVm}f92 z>i+T^w|OQ!a|ZW3q$;U52A z?Okn5n^hR?rjZ$E5Hd)N1b(oM^5JGAt86LL5cW}2rcfxXEuC2ggaRW2rZ^Z?7+Ipy zrNkeOl|?hh5Tu)gfg-eyA9c%S-Jlr5Hag`aFbJRJW3bJ0+7}ZRQ)7(rhZ253^78h5 zFZbT(dCqgrx!Z$8eLFn|Z`U&=0xvx>QL^@7Tq6*W6T*?+GOvdstM5f~IT_ zUNsTyIY3!He5KyY^3m6~a@8Hhsc7l-pnpXn2Jw-R3!?caJ#Rhx0QXI=0)%1c9qU1! zk>wPNmOSOH*l}MdJGN3^sneWSKH_aCx^0PBsSmYmKL5z!FwEUo%H)<-Kef`HPh|c} zxAEs0My#crf_slnvj*$m{bkYooPDu+`^)gJqJv0o%VOZ`1tkR50hc;atEX)9a$lL( zlCrF(Te}rd+mH?INE69p@RgXA`UeCwVD^Xa6okG@zAdi_UPfz+0H;Vx%PT6bq&E$` z6A=|Pe^Pl?lGVMNNjMb1^47e!P%0)M)F+{T%_0I>I^klp?zTQKBb)Jq(gnBYRcv2f zt_q2^m7*iY>|$!jWJjS;R+_>*Fl_sI|<=Wa28=DFI5OVCP zVjIw-@UXBrB)Wh;2iD;==xu{e5N!S%39++0K%@F_WonM3ny?+tlp3&|*7*4Nkf{Cb z!)5m=?*RW_++(F%yox?Io5k?Um+>u4Y3(z(n8#h*gI~HG;4G~0JLqEp@wz7zMnlC znVtzv9}l`EkNeTmxl|&Kn0?*zag~=tZ;phg6$GOg!a0`UF^jJH~|hgy3heT976I%R`X<6>c+e~Hb*{iEna*M5EU;KDR;HNWTg$}z%o(q!;{ zWH&%riEuf*@@N)^!=dd^KsQdNBZW!0PyslCzoI)(mv`sVOUC_RPmo%I%b->0&x?|u zd*jmpO(IB2wii{i*{Dxy4z!M1zsk6l492YXsL^0J)K%nu5}oqSvQwj_WTRLtwwiJz z%1Udt1bh9!A(;WUBvTTgX8(LJ;w+;I**pcq2{i79(TN>Ny8QDvKQs=Q1o!o`=euG*a z2j3f)`vcX*MN|FP!HwA@yHXXRKNX)*Ilcf$Crm1JWp3ENSu3$!k~0VtNHu+z{b_Aq zko!HoH!d$BQP59qZyz)w!3TW)BY3JTi-6=&o`S_m%>`%}PLk^J+=PqRTC}a+i{gM? zdnyD%_SDEh+2JQ5ZA5-h#GXB}$Bg%Wc#c#iQmJ{W2S9w1q~R1{{liC@gE0(!9l;1= zmH`5ABQUB^)W-nsP}AH%;!Gn?Hcq&Xh&p1Ikf8`}KZB1KLnR_m<+{Hq)bb#Pl6y06 z0y*rsKdXfKeYZB!3`rv%S16gh%