From 308fd1e690eac4d188275c2e862b9d3d6ee6f1fd Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Wed, 9 Sep 2026 22:55:17 +0200 Subject: [PATCH 1/7] Add fresh comparesimulations2 PFD and P&ID workflow --- .../comparesimulations2_20260809.json | 161 +- notebooks/notebook_maintenance_ledger.json | 2 +- notebooks/process/comparesimulations2.ipynb | 4279 ++++++++++++++++- 3 files changed, 4096 insertions(+), 346 deletions(-) diff --git a/notebooks/maintenance_ledger/comparesimulations2_20260809.json b/notebooks/maintenance_ledger/comparesimulations2_20260809.json index 670b4239..c8e64c9e 100644 --- a/notebooks/maintenance_ledger/comparesimulations2_20260809.json +++ b/notebooks/maintenance_ledger/comparesimulations2_20260809.json @@ -1,29 +1,27 @@ { "schema_version": 1, - "updated_at": "2026-08-09T14:58:13Z", + "updated_at": "2026-09-09T20:32:20Z", "notebooks": [ { "path": "notebooks/process/comparesimulations2.ipynb", - "verified_date": "2026-08-09", - "verified_at_utc": "2026-08-09T14:58:13Z", - "neqsim_version": "3.17.0", - "python_version": "3.12.13", - "java_version": "OpenJDK 17.0.19", + "verified_date": "2026-09-09", + "verified_at_utc": "2026-09-09T20:32:20Z", + "neqsim_version": "3.20.0 Python package with Java commit df2de508ffff3dbc881bdb6e796fe4bb27627498", + "python_version": "3.12.14", + "java_version": "OpenJDK 17.0.20", "environment_resolution": { - "mode": "online-new-snapshot", - "bootstrap": "python scripts/bootstrap_neqsim_validation_env.py --venv /tmp/neqsim-validation-comparesimulations2-final7-20260809t1602 --neqsim-version latest --refresh --extra-package scipy --extra-package pydantic --extra-package scikit-learn --extra-package graphviz --extra-package jupyter --extra-package nbconvert --extra-package ipykernel --extra-package black", - "snapshot": "/workspace/.cache/neqsim-validation-wheelhouse/schema-1/cpython-312-linux-x86_64/neqsim-3.17.0/20260809T145458Z-b0880834160e", - "verified_public_pypi_wheels": 125, - "manifest_created_at_utc": "2026-08-09T14:54:58Z", - "integrity": "Complete public-PyPI inventory, size, SHA-256, runtime, platform, and requested-toolchain verification passed before fresh-environment installation." + "mode": "exact-source-commit runtime with packaged Python API", + "runtime_jar_sha256": "7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870eb5fe91254ea2913a1", + "bootstrap": "The notebook accepts NEQSIM_EXACT_JAR for CI/developer validation; otherwise it fetches and builds public commit df2de508ffff3dbc881bdb6e796fe4bb27627498 before JVM startup.", + "integrity": "The retained provenance table records Python, Java, runtime JAR, SHA-256, and exact Java commit. No pre-release or stale packaged renderer was used." }, "execution_status": "passed", - "execution_method": "All 30 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 30, zero exceptions, zero error outputs, and zero stored stderr. The final clean run completed in 103.2 seconds and retained every table and inline figure.", - "code_cells": 30, - "substantive_code_cells": 30, - "markdown_cells": 26, + "execution_method": "All 34 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 34, zero exceptions, zero error outputs, and zero stored stderr. The final clean run completed in 155.7 seconds and retained every table, equation, calculated figure, and eight-sheet PFD/P&ID visual set.", + "code_cells": 34, + "substantive_code_cells": 34, + "markdown_cells": 27, "publication": { - "branch": "automation/repair-comparesimulations2-20260809", + "branch": "automation/comparesimulations2-pfd-pid-20260909", "mode": "atomic connector-backed draft pull request", "commit": "the commit containing this ledger entry", "files": [ @@ -33,99 +31,94 @@ ] }, "preservation": { - "pre_existing_cells": 48, - "preserved_cells": 48, + "pre_existing_cells": 56, + "preserved_cells": 56, "pre_existing_substantive_examples": 16, "preserved_substantive_examples": 16, - "pre_existing_figures": 3, - "preserved_figures": 3, - "repairs": "Preserved every original cell and all fluid, Eclipse import, standard-condition, phase-envelope, connected-process, report, persistence, product, duty, rotating-equipment, 100-case, optimization, surrogate, direct-thread, and pool examples. Replaced mutable-network setup, multi-megabyte console output, stale package guidance, compressed code, uninitialized densities, and shared fluid state. Corrected pressure-drop mappings for 23-HA-03 and 25-HA-02 and corrected the final gas-cooler export-pressure mapping." + "pre_existing_calculated_png_figures": 7, + "preserved_calculated_png_figures": 7, + "repairs": "Preserved every prior comparison, process, persistence, sensitivity, optimization, surrogate, threading, and managed-pool example and every historical output. Named the three existing numerical recycle utilities and introduced two named placeholder streams as convergence destinations, matching the accepted Java reference without adding physical equipment. Retained the 0.01 percent mass-closure gate and added deterministic post-thread convergence qualification." }, "neqsim_capabilities_demonstrated": [ "17-component PR assay with TBP fractions and an embedded Eclipse-format alternative import", - "TP flash, initialized physical properties, phase-envelope tracing, and critical-region retrieval", - "39-unit multistage separation, flash-gas recovery, recompression, cold process, fuel-gas split, and gas/oil export workflow", - "validated Pydantic operating-condition contract with named-unit configuration", - "native JSON report generation and NeqSim process save/open round trip", - "product-rate, RVP, TVP, ISO 6976 gas-quality, mass-closure, exchanger-duty, compressor, and pump retrieval", - "deterministic 100-case Latin-hypercube operating study", - "fresh-process SLSQP optimization with mass and RVP validation", - "random-forest surrogate training, held-out validation, differential-evolution search, and rigorous NeqSim candidate rerun", - "independent ProcessSystem.runAsThread execution and managed NeqSimThreadPool futures" + "TP flash, phase-envelope tracing, standard-condition properties, and critical-region retrieval", + "multistage separation, flash-gas recovery, recompression, cold process, fuel-gas split, and gas/oil export", + "deterministic 100-case Latin-hypercube study plus direct and surrogate optimization", + "independent Java-thread and managed-pool execution with explicit convergence qualification", + "fresh PFD and distinct review-required P&ID from one solved canonical process", + "four A1 SVG sheets and one A1 PDF drawing set per profile", + "native DEXPI 2.0 Process and Plant/P&ID outputs kept distinct from the Proteus 4.1 compatibility companion", + "source-linked P&ID registers for nozzles, piping, valves, reducers, instruments, signals, and declared isolation/drain/vent/relief interfaces", + "independent byte-identical regeneration of all 25 delivered files" ], - "practical_application": "Builds a reusable offshore oil-and-gas process from a governed fluid assay; configures pressures, temperatures, pressure drops, and export conditions; runs and audits a base case; compares published HYSYS responses; maps 100 operating scenarios; validates direct and surrogate optimization candidates; and demonstrates safe parallel execution with independently cloned thermodynamic systems.", + "practical_application": "Runs and optimizes the established separation/compression teaching case, then delivers a topology-equivalent PFD and a graphically distinct P&ID proposal with operating data, balances, tagged symbols, orthogonal routes, recycles, area boundaries, line identity, engineering registers, and exchange companions. The outputs remain review-required teaching artifacts, not a completed safety or construction design.", "engineering_validation": { - "assertions_passed": 43, + "assertions_passed": 58, "assertions_failed": 0, "checks": [ - "all 48 original cells, 16 substantive examples, and three original figures preserved", - "all 30 code cells executed in order with no exceptions or stderr", - "standard-condition gas and oil densities finite and physically plausible", - "all required process units present and native DOT graph contains key nodes", - "overall base-case and 100-case mass residuals below 0.01 percent", - "heat-exchanger two-sided duty balance and rotating-equipment power checks passed", - "direct optimizer converged with ordered separator pressures and RVP below 12 psia", - "held-out surrogate R2 exceeded 0.5 and its candidate passed a fresh rigorous NeqSim run", - "direct and managed parallel results agreed within 1e-6 kW", - "valid nbformat JSON, sequential counts, public-PyPI setup, Colab badge, links, code readability, and stored outputs verified" + "all 56 pre-existing cells and 16 substantive examples preserved", + "all 34 code cells executed in order with no exceptions or stderr", + "base case, 100-case study, direct optimizer, and surrogate candidate passed the 0.01 percent mass-closure gate", + "20 direct-thread and 20 managed-pool cases were explicitly qualified after timing and agreed within 1e-6 kW", + "PFD and P&ID share source graph fingerprint 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6", + "each profile contains four A1 SVG sheets and a four-page A1 PDF", + "both profiles report zero DIAGRAM_RENDER warnings and errors", + "all 25 primary delivery files match an independently reconstructed and solved regeneration byte for byte", + "24-VB-01 is absent from the runnable process and both deliveries", + "all eight fresh sheets inspected at full-sheet and 200 dpi detail scales" ], "key_results": { - "base_total_power_kw": 10431.428486, - "base_oil_export_m3_day": 19130.517773, - "base_gas_export_msm3_day": 2.900716, - "base_mass_residual_percent": 0.000408, - "base_oil_rvp_psia": 9.5792, - "standard_gas_density_kg_m3": 0.9675, - "standard_oil_density_kg_m3": 708.9682, + "base_total_power_kw": 10431.534102, + "base_oil_export_m3_day": 19130.542443, + "base_gas_export_msm3_day": 2.900748, + "base_mass_residual_percent": 0.000076, + "base_oil_rvp_psia": 9.5793, "scenario_count": 100, - "maximum_scenario_mass_residual_percent": 0.001336, - "direct_optimized_power_kw": 9909.8522, - "direct_optimized_stage_1_pressure_barg": 35.0, - "direct_optimized_stage_2_pressure_barg": 9.157728, - "surrogate_held_out_r2": 0.796, - "surrogate_candidate_power_kw": 9333.9807, - "surrogate_candidate_rvp_psia": 10.5563 + "maximum_scenario_mass_residual_percent": 0.003330, + "direct_optimized_power_kw": 9909.9486, + "surrogate_held_out_r2": 0.794, + "surrogate_candidate_power_kw": 9297.7136, + "surrogate_candidate_rvp_psia": 10.4109, + "pfd_pdf_sha256": "020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1abcb28f43702829c0ece", + "pid_pdf_sha256": "8aff1c847a9595592675f8667662c8237d4002bcd8a1b9d65a33b62d37b71240" } }, + "diagram_acceptance": { + "status": "implementation and visual generation passed; accountable engineering review remains required", + "paper_size": "A1 landscape", + "profiles": ["PFD", "PID"], + "svg_sheets_per_profile": 4, + "pdf_pages_per_profile": 4, + "renderer_warnings": 0, + "renderer_errors": 0, + "stable_regeneration": true, + "visual_inspection": "All eight fresh pages were rendered and inspected at full-sheet and 200 dpi detail scales. Routes, arrows, tagged symbols, continuations, title blocks, area structure, and the PFD/P&ID distinction remain legible with no clipped sheet content or renderer-reported collision defect.", + "project_metadata_gaps": "Line classes, piping specifications, design pressure and temperature, materials, valve failure positions, instrument ranges, alarm/trip set points, hazardous-area data, relief sizing and disposal, drain/vent destinations, revision approvals, and accountable discipline sign-off remain missing and explicitly disclosed.", + "claims_boundary": "Standards-aligned teaching proposal only. No ISO 10628 or ANSI/ISA-5.1 conformance, certification, safety credit, construction fitness, or engineering approval is claimed. Native DEXPI 2.0 and Proteus 4.1 compatibility claims are distinct; external named-CAE round-trip qualification remains open." + }, "figures": { - "previous_figures": 3, - "previous_figures_refreshed": 1, - "previous_figures_preserved_as_dated_provenance": 2, - "new_figures": 6, - "total_retained_figures": 9, - "purposes": [ - "refreshed PR phase envelope with dew branch, bubble branch, and critical point", - "exact preserved published process-flow image", - "current connected NeqSim workflow overview", - "exact preserved legacy native Graphviz rendering with historical-label warning", - "separator-pressure power sensitivity and power-oil trade-off", - "rigorous base-versus-direct-optimization power comparison", - "surrogate parity validation and feature influence", - "direct Java-thread completion timing", - "direct-thread versus managed-pool execution comparison" - ], - "visual_inspection": "Passed at original resolution after the final clean execution. All nine figures were extracted and inspected for titles, labels, units, legends or color scales, accessible colors, clipping, overlap, scales, and consistency with nearby tables. The two wide legacy visuals are explicitly identified as provenance artifacts; the compact current workflow supplies the readable teaching view.", - "numerical_refresh": "The reproducible phase envelope and all six new figures were recomputed with the validated inputs and NeqSim 3.17.0. The published process image and legacy Graphviz image were preserved exactly with source and historical-status notes; current DOT topology was exported and asserted separately." + "preserved_calculated_png_figures": 7, + "new_inline_svg_sheets": 8, + "fresh_profile_pdfs": 2, + "visual_inspection": "The final clean execution retained seven calculated PNG figures and all eight fresh SVG sheets. The PFD and P&ID PDFs were rendered at target A1 size and inspected at full-sheet and 200 dpi detail scales." }, "equation_rendering": { "status": "passed", "display_equations": 3, - "renderer": "Jupyter nbconvert MathJax-compatible HTML plus visual math-render inspection", - "visual_inspection": "Fugacity equality, mass-closure fraction, comparison fraction, subscripts, superscripts, summation, dotted mass rates, Greek symbols, and bold composition vectors rendered correctly. All delimiters are balanced and commands use single backslashes." + "renderer": "Jupyter nbconvert MathJax-compatible HTML", + "visual_inspection": "Fugacity equality, mass closure, comparison fraction, subscripts, superscripts, summation, dotted mass rates, Greek symbols, and bold composition vectors remain balanced and renderable." }, "notebook_quality": { "valid_nbformat_json": true, "maximum_code_line_length": 100, - "one_statement_per_line": true, - "semicolon_chains": 0, - "one_line_compound_bodies": 0, - "colab_badge_valid": true, - "public_pypi_setup_cell": true, + "sequential_execution_counts": true, + "stored_error_outputs": 0, + "stored_stderr_outputs": 0, + "colab_reproducible_exact_commit_bootstrap": true, "hidden_local_dependencies": false, - "changed_links_checked": true, "catalog_target_occurrences": 1 }, - "summary": "Modernized the complete simulator-comparison workflow without pinning the notebook to a NeqSim release. Added current PyPI setup and provenance, deterministic fresh-object construction, corrected pressure mappings, compact outputs, benchmark interpretation, engineering checks, rigorous scenario and optimization workflows, safe parallel APIs, nine retained figures, limitations, references, and exercises." + "summary": "Published-ready retained-output milestone for the comparesimulations2 case: exact accepted Java renderer provenance, explicit numerical recycle identities, complete scientific rerun, deterministic parallel qualification, fresh PFD and distinct P&ID, correct DEXPI/Proteus companions, zero renderer defects, full A1 inspection, and byte-identical independent regeneration." } ] } diff --git a/notebooks/notebook_maintenance_ledger.json b/notebooks/notebook_maintenance_ledger.json index 2c43cada..1f99ed1a 100644 --- a/notebooks/notebook_maintenance_ledger.json +++ b/notebooks/notebook_maintenance_ledger.json @@ -1,6 +1,6 @@ { "schema_version": 3, - "updated_at": "2026-09-01T15:17:29Z", + "updated_at": "2026-09-09T20:32:20Z", "active_notebook_count": 297, "shards_glob": "maintenance_ledger/*.json", "retired_notebooks": [ diff --git a/notebooks/process/comparesimulations2.ipynb b/notebooks/process/comparesimulations2.ipynb index 68f13ad1..6f0c649e 100644 --- a/notebooks/process/comparesimulations2.ipynb +++ b/notebooks/process/comparesimulations2.ipynb @@ -19,6 +19,81 @@ { "cell_type": "code", "execution_count": 1, + "id": "3c32df43", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Diagram runtime: supplied exact-commit validation artifact\n", + "Java commit: df2de508ffff3dbc881bdb6e796fe4bb27627498\n", + "JAR SHA-256: 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870eb5fe91254ea2913a1\n" + ] + } + ], + "source": [ + "# Pin the diagram runtime to the exact accepted NeqSim implementation.\n", + "# A supplied local JAR makes CI/developer validation fast. Colab builds the same public commit.\n", + "import hashlib\n", + "import os\n", + "import subprocess\n", + "from pathlib import Path\n", + "\n", + "NEQSIM_DIAGRAM_COMMIT = \"df2de508ffff3dbc881bdb6e796fe4bb27627498\"\n", + "supplied_jar = os.environ.get(\"NEQSIM_EXACT_JAR\", \"\").strip()\n", + "\n", + "if supplied_jar:\n", + " diagram_runtime_jar = Path(supplied_jar).expanduser().resolve()\n", + " if not diagram_runtime_jar.is_file():\n", + " raise FileNotFoundError(f\"NEQSIM_EXACT_JAR does not exist: {diagram_runtime_jar}\")\n", + " diagram_runtime_source = \"supplied exact-commit validation artifact\"\n", + "else:\n", + " source_dir = Path(\"neqsim-diagram-runtime\")\n", + " if not source_dir.exists():\n", + " subprocess.check_call([\"git\", \"init\", str(source_dir)])\n", + " subprocess.check_call(\n", + " [\n", + " \"git\",\n", + " \"-C\",\n", + " str(source_dir),\n", + " \"remote\",\n", + " \"add\",\n", + " \"origin\",\n", + " \"https://github.com/equinor/neqsim.git\",\n", + " ]\n", + " )\n", + " subprocess.check_call(\n", + " [\"git\", \"-C\", str(source_dir), \"fetch\", \"--depth\", \"1\", \"origin\", NEQSIM_DIAGRAM_COMMIT]\n", + " )\n", + " subprocess.check_call([\"git\", \"-C\", str(source_dir), \"checkout\", \"--detach\", \"FETCH_HEAD\"])\n", + " checked_out = subprocess.check_output(\n", + " [\"git\", \"-C\", str(source_dir), \"rev-parse\", \"HEAD\"], text=True\n", + " ).strip()\n", + " if checked_out != NEQSIM_DIAGRAM_COMMIT:\n", + " raise RuntimeError(f\"Expected {NEQSIM_DIAGRAM_COMMIT}, found {checked_out}\")\n", + " subprocess.check_call(\n", + " [\"./mvnw\", \"-q\", \"-DskipTests\", \"-Dmaven.javadoc.skip=true\", \"package\"], cwd=source_dir\n", + " )\n", + " jars = sorted((source_dir / \"target\").glob(\"neqsim-*.jar\"))\n", + " jars = [path for path in jars if not path.name.endswith((\"-sources.jar\", \"-javadoc.jar\"))]\n", + " if len(jars) != 1:\n", + " raise RuntimeError(\n", + " f\"Expected one executable NeqSim JAR, found {[str(path) for path in jars]}\"\n", + " )\n", + " diagram_runtime_jar = jars[0].resolve()\n", + " diagram_runtime_source = f\"source build of {NEQSIM_DIAGRAM_COMMIT}\"\n", + "\n", + "diagram_runtime_sha256 = hashlib.sha256(diagram_runtime_jar.read_bytes()).hexdigest()\n", + "os.environ[\"NEQSIM_JVM_AUTOSTART\"] = \"0\"\n", + "print(f\"Diagram runtime: {diagram_runtime_source}\")\n", + "print(f\"Java commit: {NEQSIM_DIAGRAM_COMMIT}\")\n", + "print(f\"JAR SHA-256: {diagram_runtime_sha256}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "id": "fef931a1", "metadata": {}, "outputs": [ @@ -50,43 +125,49 @@ " \n", " \n", " 0\n", - " NeqSim\n", - " 3.17.0\n", + " NeqSim Python package\n", + " 3.20.0\n", " \n", " \n", " 1\n", " Python\n", - " 3.12.13\n", + " 3.12.14\n", " \n", " \n", " 2\n", " Java\n", - " 17.0.19\n", + " 17.0.20\n", " \n", " \n", " 3\n", - " Packaged JAR\n", - " neqsim-3.17.0.jar\n", + " Runtime JAR\n", + " neqsim-3.20.0.jar\n", " \n", " \n", " 4\n", " JAR SHA-256\n", - " f114c17bf99a7b02be9f8c49b66fd792c88fdcbfcb0434...\n", + " 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870...\n", + " \n", + " \n", + " 5\n", + " Java commit\n", + " df2de508ffff3dbc881bdb6e796fe4bb27627498\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Item Value\n", - "0 NeqSim 3.17.0\n", - "1 Python 3.12.13\n", - "2 Java 17.0.19\n", - "3 Packaged JAR neqsim-3.17.0.jar\n", - "4 JAR SHA-256 f114c17bf99a7b02be9f8c49b66fd792c88fdcbfcb0434..." + " Item Value\n", + "0 NeqSim Python package 3.20.0\n", + "1 Python 3.12.14\n", + "2 Java 17.0.20\n", + "3 Runtime JAR neqsim-3.20.0.jar\n", + "4 JAR SHA-256 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870...\n", + "5 Java commit df2de508ffff3dbc881bdb6e796fe4bb27627498" ] }, - "execution_count": 1, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -129,12 +210,17 @@ " )\n", "\n", "import jpype\n", + "\n", + "jpype.addClassPath(str(diagram_runtime_jar))\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "\n", "import neqsim as neqsim_package\n", "from neqsim import jneqsim as neqsim\n", + "from neqsim.neqsimpython import init_jvm\n", + "\n", + "init_jvm()\n", "\n", "neqsim_version = importlib.metadata.version(\"neqsim\")\n", "neqsim_directory = Path(neqsim_package.__file__).resolve().parent\n", @@ -143,19 +229,28 @@ "if len(neqsim_jars) != 1:\n", " raise RuntimeError(f\"Expected one packaged NeqSim JAR, found {len(neqsim_jars)}\")\n", "\n", - "neqsim_jar = neqsim_jars[0]\n", - "neqsim_jar_sha256 = hashlib.sha256(neqsim_jar.read_bytes()).hexdigest()\n", + "packaged_neqsim_jar = neqsim_jars[0]\n", + "neqsim_jar = diagram_runtime_jar\n", + "neqsim_jar_sha256 = diagram_runtime_sha256\n", "java_version = str(jpype.java.lang.System.getProperty(\"java.version\"))\n", "\n", "runtime_provenance = pd.DataFrame(\n", " {\n", - " \"Item\": [\"NeqSim\", \"Python\", \"Java\", \"Packaged JAR\", \"JAR SHA-256\"],\n", + " \"Item\": [\n", + " \"NeqSim Python package\",\n", + " \"Python\",\n", + " \"Java\",\n", + " \"Runtime JAR\",\n", + " \"JAR SHA-256\",\n", + " \"Java commit\",\n", + " ],\n", " \"Value\": [\n", " neqsim_version,\n", " platform.python_version(),\n", " java_version,\n", " neqsim_jar.name,\n", " neqsim_jar_sha256,\n", + " NEQSIM_DIAGRAM_COMMIT,\n", " ],\n", " }\n", ")\n", @@ -218,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "id": "07a99388", "metadata": { "id": "rFJX-3wpVIv3" @@ -263,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "bbd6d508", "metadata": {}, "outputs": [ @@ -330,7 +425,7 @@ "3 Pressure 50.0 bara" ] }, - "execution_count": 3, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -536,7 +631,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "ce9b6de5", "metadata": {}, "outputs": [ @@ -610,7 +705,7 @@ "4 Oil density 708.9682 kg/m3" ] }, - "execution_count": 4, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -673,7 +768,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "489498db", "metadata": {}, "outputs": [ @@ -743,7 +838,7 @@ "2 Critical point 632.828 179.840" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -835,7 +930,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "615aed09", "metadata": {}, "outputs": [], @@ -912,7 +1007,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "b46addc3", "metadata": {}, "outputs": [], @@ -946,9 +1041,23 @@ " \"VLV-100\", first_stage_separator.getOilOutStream()\n", " )\n", "\n", + " # Named numerical recycle destinations used by the current Java reference.\n", + " # These Stream objects are convergence utilities, not physical equipment.\n", + " dew_point_liquid_reflux_1 = wellstream.clone()\n", + " dew_point_liquid_reflux_1.setName(\"dew point liquid reflux 1\")\n", + " dew_point_liquid_reflux_1.setFlowRate(10.0, \"kg/hr\")\n", + " dew_point_liquid_reflux_1.setPressure(9.5, \"bara\")\n", + "\n", + " dew_point_liquid_reflux_2 = wellstream.clone()\n", + " dew_point_liquid_reflux_2.setName(\"dew point liquid reflux 2\")\n", + " dew_point_liquid_reflux_2.setFlowRate(10.0, \"kg/hr\")\n", + " dew_point_liquid_reflux_2.setPressure(9.5, \"bara\")\n", + "\n", " # Mixer for second-stage inlet\n", " oil_2nd_stage_mixer = neqsim.process.equipment.mixer.Mixer(\"MIX-101\")\n", " oil_2nd_stage_mixer.addStream(oilvalve1.getOutStream())\n", + " oil_2nd_stage_mixer.addStream(dew_point_liquid_reflux_1)\n", + " oil_2nd_stage_mixer.addStream(dew_point_liquid_reflux_2)\n", "\n", " # Heater\n", " oilHeaterFromFirstStage = neqsim.process.equipment.heatexchanger.Heater(\n", @@ -1001,10 +1110,10 @@ " )\n", "\n", " # Recycle\n", - " lp_resycle = neqsim.process.equipment.util.Recycle(\"LP oil resycle\")\n", - " lp_resycle.addStream(firststagescrubberpump.getOutStream())\n", - " lp_resycle.setOutletStream(oilreflux)\n", - " lp_resycle.setTolerance(1e-6)\n", + " lp_recycle = neqsim.process.equipment.util.Recycle(\"LP oil recycle\")\n", + " lp_recycle.addStream(firststagescrubberpump.getOutStream())\n", + " lp_recycle.setOutletStream(oilreflux)\n", + " lp_recycle.setTolerance(1e-6)\n", "\n", " # First-stage recompressor\n", " first_stage_recompressor = neqsim.process.equipment.compressor.Compressor(\n", @@ -1051,8 +1160,11 @@ " \"23-VG-01\", dew_point_cooler.getOutStream()\n", " )\n", "\n", - " # Add dew point scrubber liquid to second-stage mixer\n", - " oil_2nd_stage_mixer.addStream(dew_point_scrubber.getLiquidOutStream())\n", + " # Make the first dew-point liquid return explicit for stable convergence.\n", + " dew_point_recycle_1 = neqsim.process.equipment.util.Recycle(\"dew point recycle 1\")\n", + " dew_point_recycle_1.addStream(dew_point_scrubber.getLiquidOutStream())\n", + " dew_point_recycle_1.setOutletStream(dew_point_liquid_reflux_1)\n", + " dew_point_recycle_1.setTolerance(1e-6)\n", "\n", " # First stage export compressor\n", " first_stage_export_compressor = neqsim.process.equipment.compressor.Compressor(\n", @@ -1070,8 +1182,11 @@ " \"24-VG-01\", dew_point_cooler2.getOutStream()\n", " )\n", "\n", - " # Add the liquid to second-stage mixer\n", - " oil_2nd_stage_mixer.addStream(dew_point_scrubber2.getLiquidOutStream())\n", + " # Make the second dew-point liquid return explicit for stable convergence.\n", + " dew_point_recycle_2 = neqsim.process.equipment.util.Recycle(\"dew point recycle 2\")\n", + " dew_point_recycle_2.addStream(dew_point_scrubber2.getLiquidOutStream())\n", + " dew_point_recycle_2.setOutletStream(dew_point_liquid_reflux_2)\n", + " dew_point_recycle_2.setTolerance(1e-6)\n", "\n", " # Gas splitter\n", " gas_splitter = neqsim.process.equipment.splitter.Splitter(\n", @@ -1140,6 +1255,8 @@ " oilprocess.add(well_stream_cooler)\n", " oilprocess.add(first_stage_separator)\n", " oilprocess.add(oilvalve1)\n", + " oilprocess.add(dew_point_liquid_reflux_1)\n", + " oilprocess.add(dew_point_liquid_reflux_2)\n", " oilprocess.add(oil_2nd_stage_mixer)\n", " oilprocess.add(oilHeaterFromFirstStage)\n", " oilprocess.add(seccond_stage_separator)\n", @@ -1151,7 +1268,7 @@ " oilprocess.add(firstStageCooler)\n", " oilprocess.add(firstStageScrubber)\n", " oilprocess.add(firststagescrubberpump)\n", - " oilprocess.add(lp_resycle)\n", + " oilprocess.add(lp_recycle)\n", " oilprocess.add(first_stage_recompressor)\n", " oilprocess.add(firststagegasmixer)\n", " oilprocess.add(seccond_stage_cooler)\n", @@ -1160,9 +1277,11 @@ " oilprocess.add(exportgasmixer)\n", " oilprocess.add(dew_point_cooler)\n", " oilprocess.add(dew_point_scrubber)\n", + " oilprocess.add(dew_point_recycle_1)\n", " oilprocess.add(first_stage_export_compressor)\n", " oilprocess.add(dew_point_cooler2)\n", " oilprocess.add(dew_point_scrubber2)\n", + " oilprocess.add(dew_point_recycle_2)\n", " oilprocess.add(gas_splitter)\n", " oilprocess.add(gas_heatexchanger)\n", " oilprocess.add(dew_point_cooler3)\n", @@ -1180,7 +1299,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "537272c8", "metadata": {}, "outputs": [], @@ -1337,7 +1456,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "34a797c6", "metadata": {}, "outputs": [ @@ -1370,7 +1489,7 @@ " \n", " 0\n", " Required named units\n", - " 11\n", + " 14\n", " \n", " \n", " 1\n", @@ -1383,11 +1502,11 @@ ], "text/plain": [ " Model check Value\n", - "0 Required named units 11\n", + "0 Required named units 14\n", "1 Missing units 0" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -1403,6 +1522,9 @@ " \"23-KA-02\",\n", " \"23-KA-01\",\n", " \"27-KA-01\",\n", + " \"LP oil recycle\",\n", + " \"dew point recycle 1\",\n", + " \"dew point recycle 2\",\n", " \"export gas\",\n", " \"export oil\",\n", " \"fuel gas\",\n", @@ -1432,7 +1554,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "b826d7aa", "metadata": {}, "outputs": [ @@ -1440,7 +1562,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Base case completed in 2.82 s\n" + "Base case completed in 3.36 s\n" ] }, { @@ -1473,10 +1595,10 @@ " \n", " \n", " 0\n", - " 10431.428486\n", - " 19130.517773\n", - " 2.900716\n", - " 0.000408\n", + " 10431.534102\n", + " 19130.542443\n", + " 2.900748\n", + " 0.000076\n", " \n", " \n", "\n", @@ -1484,10 +1606,10 @@ ], "text/plain": [ " total_power_kw oil_export_m3_day gas_export_msm3_day mass_balance_percent\n", - "0 10431.428486 19130.517773 2.900716 0.000408" + "0 10431.534102 19130.542443 2.900748 0.000076" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -1547,6 +1669,3670 @@ "solved object and do not trigger hidden reruns." ] }, + { + "cell_type": "markdown", + "id": "db0f6507", + "metadata": {}, + "source": [ + "### Fresh model-generated PFD and P&ID acceptance workflow\n", + "\n", + "The solved `process1` object is the single canonical plant for both profiles. The PFD reports\n", + "process topology, operating results, stream identities, balances, and area/sheet structure. The\n", + "distinct P&ID is a **review-required teaching proposal** that adds explicit nozzles, valves,\n", + "reducers, instruments, control signals, and declared isolation/drain/vent/relief interfaces from\n", + "source-linked engineering registers.\n", + "\n", + "The earlier embedded illustration and preserved Graphviz output remain historical context; neither\n", + "is acceptance evidence. To match the accepted reusable Java reference, `getprocess()` now names its\n", + "three numerical recycle utilities and uses two named placeholder streams as their convergence\n", + "destinations. This makes the existing liquid returns explicit without adding physical process\n", + "equipment. The illustrated `24-VB-01` is absent from `getprocess()` and is not created.\n", + "Missing line classes, piping specifications, design pressure/temperature, materials, valve failure\n", + "positions, instrument ranges, alarm/trip set points, hazardous-area data, relief sizing/disposal,\n", + "drain/vent destinations, revision approvals, and accountable discipline sign-off remain explicit\n", + "project metadata gaps. Therefore these outputs claim neither completed safety design nor ISO 10628\n", + "or ANSI/ISA-5.1 conformance, certification, construction fitness, or engineering approval.\n", + "\n", + "An independently reconstructed and solved plant must regenerate every delivered byte identically.\n", + "Native DEXPI 2.0 Plant/Process outputs and the separately labelled Proteus 4.1 compatibility\n", + "companion are intentionally distinct; schema checks are not named-CAE round-trip qualification." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "0a84a3a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ProfileA1 SVG sheetsRenderer warningsRenderer errorsStable regenerationPDF SHA-256
0PFD400True020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1ab...
1PID400True8aff1c847a9595592675f8667662c8237d4002bcd8a1b9...
\n", + "
" + ], + "text/plain": [ + " Profile ... PDF SHA-256\n", + "0 PFD ... 020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1ab...\n", + "1 PID ... 8aff1c847a9595592675f8667662c8237d4002bcd8a1b9...\n", + "\n", + "[2 rows x 6 columns]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import collections\n", + "import json\n", + "from IPython.display import FileLink, Markdown, SVG, display\n", + "\n", + "diagram_output_directory = Path(\"comparesimulations2-engineering-diagrams-v1\")\n", + "if diagram_output_directory.exists():\n", + " raise RuntimeError(\n", + " f\"Clean execution requires a new output directory: {diagram_output_directory.resolve()}\"\n", + " )\n", + "\n", + "ReferenceWorkflow = jpype.JClass(\n", + " \"neqsim.process.examples.Comparesimulations2EngineeringDiagramReference\"\n", + ")\n", + "JavaPaths = jpype.JClass(\"java.nio.file.Paths\")\n", + "diagram_report = ReferenceWorkflow.deliver(\n", + " process1,\n", + " JavaPaths.get(str(diagram_output_directory.resolve())),\n", + ")\n", + "dual_profile_manifest = json.loads(str(diagram_report.toJson()))\n", + "\n", + "assert process1.getUnit(\"24-VB-01\") is None\n", + "assert dual_profile_manifest[\"pfdContentProfile\"] == \"PFD\"\n", + "assert dual_profile_manifest[\"pidContentProfile\"] == \"PID\"\n", + "assert dual_profile_manifest[\"pfdDexpiInformationModel\"] == \"DEXPI_2_0_PROCESS\"\n", + "assert dual_profile_manifest[\"pidNativeDexpiInformationModel\"] == \"DEXPI_2_0_PLANT_P_ID\"\n", + "assert dual_profile_manifest[\"pidProteusCompatibilityProfile\"] == \"PROTEUS_4_1\"\n", + "\n", + "# Reconstruct and solve the canonical plant independently, then require every\n", + "# generated byte (including manifests, SVG, PDF, and exchange companions) to match.\n", + "repeat_output_directory = Path(\"comparesimulations2-engineering-diagrams-repeat\")\n", + "if repeat_output_directory.exists():\n", + " raise RuntimeError(\n", + " f\"Clean execution requires a new output directory: {repeat_output_directory.resolve()}\"\n", + " )\n", + "repeat_process = getprocess()\n", + "repeat_result = run_simulation(repeat_process, inputparam)\n", + "assert abs(repeat_result.mass_balance_percent) < 1.0e-2\n", + "assert repeat_process.getUnit(\"24-VB-01\") is None\n", + "ReferenceWorkflow.deliver(\n", + " repeat_process,\n", + " JavaPaths.get(str(repeat_output_directory.resolve())),\n", + ")\n", + "\n", + "\n", + "def artifact_hashes(root):\n", + " return {\n", + " str(path.relative_to(root)): hashlib.sha256(path.read_bytes()).hexdigest()\n", + " for path in sorted(root.rglob(\"*\"))\n", + " if path.is_file()\n", + " }\n", + "\n", + "\n", + "primary_artifact_hashes = artifact_hashes(diagram_output_directory)\n", + "repeat_artifact_hashes = artifact_hashes(repeat_output_directory)\n", + "assert primary_artifact_hashes == repeat_artifact_hashes\n", + "\n", + "\n", + "def collect_diagnostics(value):\n", + " rows = []\n", + " if isinstance(value, dict):\n", + " if \"severity\" in value and \"code\" in value:\n", + " rows.append(value)\n", + " for nested in value.values():\n", + " rows.extend(collect_diagnostics(nested))\n", + " elif isinstance(value, list):\n", + " for nested in value:\n", + " rows.extend(collect_diagnostics(nested))\n", + " return rows\n", + "\n", + "\n", + "profile_rows = []\n", + "profile_fingerprints = {}\n", + "for profile in (\"pfd\", \"pid\"):\n", + " profile_directory = diagram_output_directory / profile\n", + " manifest_path = profile_directory / \"delivery-manifest.json\"\n", + " profile_manifest = json.loads(manifest_path.read_text())\n", + " renderer_diagnostics = [\n", + " row\n", + " for row in collect_diagnostics(profile_manifest)\n", + " if str(row[\"code\"]).startswith(\"DIAGRAM_RENDER_\")\n", + " ]\n", + " severity_counts = collections.Counter(row[\"severity\"] for row in renderer_diagnostics)\n", + " assert severity_counts[\"ERROR\"] == 0\n", + " assert severity_counts[\"WARNING\"] == 0\n", + " svg_pages = sorted((profile_directory / \"svg\").glob(\"*.svg\"))\n", + " assert len(svg_pages) == 4\n", + " assert (profile_directory / \"drawing-set.pdf\").is_file()\n", + " profile_fingerprints[profile] = profile_manifest[\"sourceGraphFingerprint\"]\n", + " profile_rows.append(\n", + " {\n", + " \"Profile\": profile.upper(),\n", + " \"A1 SVG sheets\": len(svg_pages),\n", + " \"Renderer warnings\": severity_counts[\"WARNING\"],\n", + " \"Renderer errors\": severity_counts[\"ERROR\"],\n", + " \"Stable regeneration\": primary_artifact_hashes == repeat_artifact_hashes,\n", + " \"PDF SHA-256\": next(\n", + " row[\"sha256\"]\n", + " for row in profile_manifest[\"artifacts\"]\n", + " if row[\"relativePath\"] == \"drawing-set.pdf\"\n", + " ),\n", + " }\n", + " )\n", + "\n", + "assert profile_fingerprints[\"pfd\"] == profile_fingerprints[\"pid\"]\n", + "diagram_acceptance_table = pd.DataFrame(profile_rows)\n", + "diagram_acceptance_table" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "843b6100", + "metadata": {}, + "outputs": [ + { + "data": { + "text/markdown": [ + "## Fresh PFD — four A1 sheets" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf
" + ], + "text/plain": [ + "/workspace/scratch/93e2db7bed40/neqsim-colab/comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PFD sheet 1: `sheet-pfd-andreasen-001-andreasen-separation-compression-process-system-2f2092b7d75c.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:andreasen-separation-compression-process-system\n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " PFD / A1_LANDSCAPE\n", + " CONTROLLED SHEET INDEX - NOT PROCESS CONNECTIVITY\n", + " \n", + " SHEET 4 - Fuel split and gas export compression\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 23-KA-01\n", + " 24-HA-01\n", + " 24-VG-01\n", + " 25-HA-01\n", + " 25-HA-02\n", + " 25-VG-01\n", + " 27-HA-01\n", + " 27-KA-01\n", + " dew point recycle 2\n", + " splitter\n", + " 10 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " SHEET 3 - Flash-gas recompression and dew point\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 23-HA-01\n", + " 23-HA-02\n", + " 23-HA-03\n", + " 23-KA-02\n", + " 23-KA-03\n", + " 23-PA-01\n", + " 23-VG-01\n", + " 23-VG-02\n", + " 23-VG-03\n", + " LP oil recycle\n", + " MIX-100\n", + " MIX-103\n", + " dew point recycle 1\n", + " 13 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " SHEET 2 - Three-stage separation and oil export\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 20-HA-01\n", + " 20-HA-02\n", + " 20-HA-03\n", + " 20-VA-01\n", + " 20-VA-02\n", + " 20-VA-03\n", + " 21-HA-01\n", + " 21-PA-01\n", + " MIX-101\n", + " MIX-102\n", + " VLV-100\n", + " VLV-102\n", + " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " well stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " well stream TO SHEET 2\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 3\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 4\n", + " \n", + " dew point liquid reflux 1 TO SHEET 2\n", + " \n", + " dew point liquid reflux 2 TO SHEET 2\n", + " \n", + " third stage reflux FROM SHEET 3\n", + " \n", + " third stage reflux TO SHEET 2\n", + " \n", + " export gas FROM SHEET 4\n", + " \n", + " export oil FROM SHEET 2\n", + " \n", + " fuel gas FROM SHEET 4\n", + " \n", + " dew point liquid reflux 1\n", + " LINE\n", + " \n", + " dew point liquid reflux 2\n", + " LINE\n", + " \n", + " export gas\n", + " LINE\n", + " \n", + " export oil\n", + " LINE\n", + " \n", + " fuel gas\n", + " LINE\n", + " \n", + " third stage reflux\n", + " LINE\n", + " \n", + " well stream\n", + " LINE\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " DRAWING PFD-ANDREASEN-001\n", + " SHEET 1 - Process system\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PFD sheet 2: `sheet-pfd-andreasen-001-export-aacfac77a522.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:export\n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " PFD / A1_LANDSCAPE\n", + " \n", + " \n", + " 23-KA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " 25-HA-01_Sout1\n", + " \n", + " \n", + " 25-HA-01_Sout2\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " 27-KA-01 out stream\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " Split Stream_0\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " dew point liquid reflux 2 TO SHEET 1\n", + " \n", + " liquidOutStream TO SHEET 3\n", + " \n", + " gasOutStream FROM SHEET 3\n", + " \n", + " export gas TO SHEET 1\n", + " \n", + " fuel gas TO SHEET 1\n", + " \n", + " 23-KA-01\n", + " COMPRESSOR\n", + " \n", + " \n", + " \n", + " 24-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 24-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 25-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 25-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 25-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 27-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " 27-KA-01\n", + " COMPRESSOR\n", + " \n", + " R\n", + " dew point recycle 2\n", + " RECYCLE\n", + " \n", + " splitter\n", + " SPLITTER\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " DRAWING PFD-ANDREASEN-001\n", + " SHEET 4 - Fuel split and gas export compression\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PFD sheet 3: `sheet-pfd-andreasen-001-recompression-4a1fda4475b1.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:recompression\n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " PFD / A1_LANDSCAPE\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " 23-KA-02 out stream\n", + " \n", + " \n", + " 23-KA-03 out stream\n", + " \n", + " \n", + " 23-PA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " MIX-100 mixed stream\n", + " \n", + " \n", + " MIX-103 mixed stream\n", + " \n", + " dew point liquid reflux 1 TO SHEET 1\n", + " \n", + " third stage reflux TO SHEET 1\n", + " \n", + " liquidOutStream TO SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " liquidOutStream FROM SHEET 4\n", + " \n", + " gasOutStream TO SHEET 4\n", + " \n", + " \n", + " \n", + " 23-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-03\n", + " HEAT EXCHANGER\n", + " \n", + " 23-KA-02\n", + " COMPRESSOR\n", + " \n", + " 23-KA-03\n", + " COMPRESSOR\n", + " \n", + " 23-PA-01\n", + " PUMP\n", + " \n", + " \n", + " 23-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " 23-VG-02\n", + " SEPARATOR\n", + " \n", + " \n", + " 23-VG-03\n", + " SEPARATOR\n", + " \n", + " R\n", + " dew point recycle 1\n", + " RECYCLE\n", + " \n", + " R\n", + " LP oil recycle\n", + " RECYCLE\n", + " \n", + " MIX-100\n", + " MIXER\n", + " \n", + " MIX-103\n", + " MIXER\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " DRAWING PFD-ANDREASEN-001\n", + " SHEET 3 - Flash-gas recompression and dew point\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PFD sheet 4: `sheet-pfd-andreasen-001-separation-dbe20beb7f27.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:separation\n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " PFD / A1_LANDSCAPE\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " MIX-101 mixed stream\n", + " \n", + " \n", + " MIX-102 mixed stream\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " VLV-100 out stream\n", + " \n", + " \n", + " VLV-102 out stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " well stream FROM SHEET 1\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 1\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 1\n", + " \n", + " third stage reflux FROM SHEET 1\n", + " \n", + " liquidOutStream FROM SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " export oil TO SHEET 1\n", + " \n", + " \n", + " \n", + " 20-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-03\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 20-VA-01\n", + " SEPARATOR\n", + " \n", + " \n", + " 20-VA-02\n", + " SEPARATOR\n", + " \n", + " \n", + " 20-VA-03\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 21-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " 21-PA-01\n", + " PUMP\n", + " \n", + " MIX-101\n", + " MIXER\n", + " \n", + " MIX-102\n", + " MIXER\n", + " \n", + " \n", + " VLV-100\n", + " VALVE\n", + " \n", + " \n", + " VLV-102\n", + " VALVE\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — PFD\n", + " DRAWING PFD-ANDREASEN-001\n", + " SHEET 2 - Three-stage separation and oil export\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "## Fresh PID — four A1 sheets" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf
" + ], + "text/plain": [ + "/workspace/scratch/93e2db7bed40/neqsim-colab/comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PID sheet 1: `sheet-pid-andreasen-001-andreasen-separation-compression-process-system-a7eb8354abad.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:andreasen-separation-compression-process-system\n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " PID / A1_LANDSCAPE\n", + " CONTROLLED SHEET INDEX - NOT PROCESS CONNECTIVITY\n", + " \n", + " SHEET 4 - Fuel split and gas export compression\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 23-KA-01\n", + " 24-HA-01\n", + " 24-VG-01\n", + " 25-HA-01\n", + " 25-HA-02\n", + " 25-VG-01\n", + " 27-HA-01\n", + " 27-KA-01\n", + " dew point recycle 2\n", + " splitter\n", + " 10 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " SHEET 3 - Flash-gas recompression and dew point\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 23-HA-01\n", + " 23-HA-02\n", + " 23-HA-03\n", + " 23-KA-02\n", + " 23-KA-03\n", + " 23-PA-01\n", + " 23-VG-01\n", + " 23-VG-02\n", + " 23-VG-03\n", + " LP oil recycle\n", + " MIX-100\n", + " MIX-103\n", + " dew point recycle 1\n", + " 13 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " SHEET 2 - Three-stage separation and oil export\n", + " PROPOSED CONTROLLED LAYOUT INDEX\n", + " 20-HA-01\n", + " 20-HA-02\n", + " 20-HA-03\n", + " 20-VA-01\n", + " 20-VA-02\n", + " 20-VA-03\n", + " 21-HA-01\n", + " 21-PA-01\n", + " MIX-101\n", + " MIX-102\n", + " VLV-100\n", + " VLV-102\n", + " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " well stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " well stream TO SHEET 2\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 3\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 4\n", + " \n", + " dew point liquid reflux 1 TO SHEET 2\n", + " \n", + " dew point liquid reflux 2 TO SHEET 2\n", + " \n", + " third stage reflux FROM SHEET 3\n", + " \n", + " third stage reflux TO SHEET 2\n", + " \n", + " export gas FROM SHEET 4\n", + " \n", + " export oil FROM SHEET 2\n", + " \n", + " fuel gas FROM SHEET 4\n", + " \n", + " dew point liquid reflux 1\n", + " LINE\n", + " \n", + " dew point liquid reflux 2\n", + " LINE\n", + " \n", + " export gas\n", + " LINE\n", + " \n", + " export oil\n", + " LINE\n", + " \n", + " fuel gas\n", + " LINE\n", + " \n", + " third stage reflux\n", + " LINE\n", + " \n", + " well stream\n", + " LINE\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " DRAWING PID-ANDREASEN-001\n", + " SHEET 1 - Process system\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PID sheet 2: `sheet-pid-andreasen-001-export-4e83a56f46ef.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:export\n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " PID / A1_LANDSCAPE\n", + " \n", + " \n", + " 23-KA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " 25-HA-01_Sout1\n", + " \n", + " \n", + " 25-HA-01_Sout2\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " 27-KA-01 out stream\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " Split Stream_0\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " \n", + " fuel gas\n", + " \n", + " dew point liquid reflux 2 TO SHEET 1\n", + " \n", + " liquidOutStream TO SHEET 3\n", + " \n", + " gasOutStream FROM SHEET 3\n", + " \n", + " export gas TO SHEET 1\n", + " \n", + " fuel gas TO SHEET 1\n", + " \n", + " 23-KA-01\n", + " COMPRESSOR\n", + " \n", + " \n", + " \n", + " 24-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 24-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 25-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 25-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 25-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 27-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " 27-KA-01\n", + " COMPRESSOR\n", + " \n", + " R\n", + " dew point recycle 2\n", + " RECYCLE\n", + " \n", + " splitter\n", + " SPLITTER\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", + " \n", + " \n", + " 00-NZ-063\n", + " \n", + " \n", + " 00-NZ-064\n", + " \n", + " \n", + " 00-ESD-003\n", + " \n", + " \n", + " 00-FIC-004\n", + " \n", + " \n", + " 00-FT-010\n", + " \n", + " \n", + " 00-PSHH-009\n", + " \n", + " \n", + " 00-PSLL-004\n", + " \n", + " \n", + " 00-PT-024\n", + " \n", + " \n", + " 00-PT-025\n", + " \n", + " \n", + " 00-PT-026\n", + " \n", + " \n", + " 00-PT-027\n", + " \n", + " \n", + " 00-TSHH-009\n", + " \n", + " \n", + " 00-TT-023\n", + " \n", + " \n", + " 00-TT-024\n", + " \n", + " \n", + " 00-VSHH-003\n", + " \n", + " \n", + " \n", + " 00-ASCV-003\n", + " \n", + " \n", + " \n", + " 00-BDV-009\n", + " \n", + " \n", + " \n", + " 00-ESDV-017\n", + " \n", + " \n", + " \n", + " 00-ESDV-018\n", + " \n", + " \n", + " \n", + " 00-NRV-004\n", + " \n", + " \n", + " 00-NZ-065\n", + " \n", + " \n", + " 00-NZ-066\n", + " \n", + " \n", + " 00-FSLL-007\n", + " \n", + " \n", + " 00-FT-011\n", + " \n", + " \n", + " 00-TIC-007\n", + " \n", + " \n", + " 00-TSHH-010\n", + " \n", + " \n", + " 00-TT-025\n", + " \n", + " \n", + " 00-TT-026\n", + " \n", + " \n", + " \n", + " 00-SDV-007\n", + " \n", + " \n", + " \n", + " 00-TCV-007\n", + " \n", + " \n", + " 00-DV-008\n", + " \n", + " \n", + " 00-VV-008\n", + " \n", + " \n", + " 00-NZ-067\n", + " \n", + " \n", + " 00-NZ-068\n", + " \n", + " \n", + " 00-NZ-069\n", + " \n", + " \n", + " 00-LIC-007\n", + " \n", + " \n", + " 00-LSHH-007\n", + " \n", + " \n", + " 00-LSLL-007\n", + " \n", + " \n", + " 00-LT-019\n", + " \n", + " \n", + " 00-LT-020\n", + " \n", + " \n", + " 00-LT-021\n", + " \n", + " \n", + " 00-PIC-007\n", + " \n", + " \n", + " 00-PSHH-010\n", + " \n", + " \n", + " 00-PT-028\n", + " \n", + " \n", + " 00-PT-029\n", + " \n", + " \n", + " 00-TT-027\n", + " \n", + " \n", + " \n", + " 00-BDV-010\n", + " \n", + " \n", + " \n", + " 00-ESDV-019\n", + " \n", + " \n", + " \n", + " 00-ESDV-020\n", + " \n", + " \n", + " \n", + " 00-LCV-007\n", + " \n", + " \n", + " \n", + " 00-PCV-007\n", + " \n", + " \n", + " \n", + " 00-PSV-007\n", + " \n", + " \n", + " 00-FLARE-007\n", + " \n", + " \n", + " 00-NZ-075\n", + " \n", + " \n", + " 00-NZ-076\n", + " \n", + " \n", + " 00-NZ-077\n", + " \n", + " \n", + " 00-NZ-078\n", + " \n", + " \n", + " 00-FSLL-008\n", + " \n", + " \n", + " 00-FT-012\n", + " \n", + " \n", + " 00-TIC-008\n", + " \n", + " \n", + " 00-TSHH-011\n", + " \n", + " \n", + " 00-TT-028\n", + " \n", + " \n", + " 00-TT-029\n", + " \n", + " \n", + " \n", + " 00-SDV-008\n", + " \n", + " \n", + " \n", + " 00-TCV-008\n", + " \n", + " \n", + " 00-DV-009\n", + " \n", + " \n", + " 00-VV-009\n", + " \n", + " \n", + " 00-NZ-079\n", + " \n", + " \n", + " 00-NZ-080\n", + " \n", + " \n", + " 00-FSLL-009\n", + " \n", + " \n", + " 00-FT-013\n", + " \n", + " \n", + " 00-TIC-009\n", + " \n", + " \n", + " 00-TSHH-012\n", + " \n", + " \n", + " 00-TT-030\n", + " \n", + " \n", + " 00-TT-031\n", + " \n", + " \n", + " \n", + " 00-SDV-009\n", + " \n", + " \n", + " \n", + " 00-TCV-009\n", + " \n", + " \n", + " 00-DV-010\n", + " \n", + " \n", + " 00-VV-010\n", + " \n", + " \n", + " 00-NZ-081\n", + " \n", + " \n", + " 00-NZ-082\n", + " \n", + " \n", + " 00-NZ-083\n", + " \n", + " \n", + " 00-LIC-008\n", + " \n", + " \n", + " 00-LSHH-008\n", + " \n", + " \n", + " 00-LSLL-008\n", + " \n", + " \n", + " 00-LT-022\n", + " \n", + " \n", + " 00-LT-023\n", + " \n", + " \n", + " 00-LT-024\n", + " \n", + " \n", + " 00-PIC-008\n", + " \n", + " \n", + " 00-PSHH-011\n", + " \n", + " \n", + " 00-PT-030\n", + " \n", + " \n", + " 00-PT-031\n", + " \n", + " \n", + " 00-TT-032\n", + " \n", + " \n", + " \n", + " 00-BDV-011\n", + " \n", + " \n", + " \n", + " 00-ESDV-021\n", + " \n", + " \n", + " \n", + " 00-ESDV-022\n", + " \n", + " \n", + " \n", + " 00-LCV-008\n", + " \n", + " \n", + " \n", + " 00-PCV-008\n", + " \n", + " \n", + " \n", + " 00-PSV-008\n", + " \n", + " \n", + " 00-FLARE-008\n", + " \n", + " \n", + " 00-NZ-086\n", + " \n", + " \n", + " 00-NZ-087\n", + " \n", + " \n", + " 00-FSLL-010\n", + " \n", + " \n", + " 00-FT-015\n", + " \n", + " \n", + " 00-TIC-010\n", + " \n", + " \n", + " 00-TSHH-014\n", + " \n", + " \n", + " 00-TT-035\n", + " \n", + " \n", + " 00-TT-036\n", + " \n", + " \n", + " \n", + " 00-SDV-010\n", + " \n", + " \n", + " \n", + " 00-TCV-010\n", + " \n", + " \n", + " 00-DV-011\n", + " \n", + " \n", + " 00-VV-011\n", + " \n", + " \n", + " 00-NZ-084\n", + " \n", + " \n", + " 00-NZ-085\n", + " \n", + " \n", + " 00-ESD-004\n", + " \n", + " \n", + " 00-FIC-005\n", + " \n", + " \n", + " 00-FT-014\n", + " \n", + " \n", + " 00-PSHH-012\n", + " \n", + " \n", + " 00-PSLL-005\n", + " \n", + " \n", + " 00-PT-032\n", + " \n", + " \n", + " 00-PT-033\n", + " \n", + " \n", + " 00-PT-034\n", + " \n", + " \n", + " 00-PT-035\n", + " \n", + " \n", + " 00-TSHH-013\n", + " \n", + " \n", + " 00-TT-033\n", + " \n", + " \n", + " 00-TT-034\n", + " \n", + " \n", + " 00-VSHH-004\n", + " \n", + " \n", + " \n", + " 00-ASCV-004\n", + " \n", + " \n", + " \n", + " 00-BDV-012\n", + " \n", + " \n", + " \n", + " 00-ESDV-023\n", + " \n", + " \n", + " \n", + " 00-ESDV-024\n", + " \n", + " \n", + " \n", + " 00-NRV-005\n", + " \n", + " \n", + " 00-NZ-070\n", + " \n", + " \n", + " 00-NZ-071\n", + " \n", + " \n", + " 00-NZ-072\n", + " \n", + " \n", + " 00-NZ-073\n", + " \n", + " \n", + " 00-NZ-074\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " DRAWING PID-ANDREASEN-001\n", + " SHEET 4 - Fuel split and gas export compression\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PID sheet 3: `sheet-pid-andreasen-001-recompression-14d4ae08cbb7.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:recompression\n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " PID / A1_LANDSCAPE\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " 23-KA-02 out stream\n", + " \n", + " \n", + " 23-KA-03 out stream\n", + " \n", + " \n", + " 23-PA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " MIX-100 mixed stream\n", + " \n", + " \n", + " MIX-103 mixed stream\n", + " \n", + " dew point liquid reflux 1 TO SHEET 1\n", + " \n", + " third stage reflux TO SHEET 1\n", + " \n", + " liquidOutStream TO SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " gasOutStream FROM SHEET 2\n", + " \n", + " liquidOutStream FROM SHEET 4\n", + " \n", + " gasOutStream TO SHEET 4\n", + " \n", + " \n", + " \n", + " 23-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-03\n", + " HEAT EXCHANGER\n", + " \n", + " 23-KA-02\n", + " COMPRESSOR\n", + " \n", + " 23-KA-03\n", + " COMPRESSOR\n", + " \n", + " 23-PA-01\n", + " PUMP\n", + " \n", + " \n", + " 23-VG-01\n", + " SEPARATOR\n", + " \n", + " \n", + " 23-VG-02\n", + " SEPARATOR\n", + " \n", + " \n", + " 23-VG-03\n", + " SEPARATOR\n", + " \n", + " R\n", + " dew point recycle 1\n", + " RECYCLE\n", + " \n", + " R\n", + " LP oil recycle\n", + " RECYCLE\n", + " \n", + " MIX-100\n", + " MIXER\n", + " \n", + " MIX-103\n", + " MIXER\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", + " \n", + " \n", + " 00-NZ-056\n", + " \n", + " \n", + " 00-NZ-057\n", + " \n", + " \n", + " 00-FSLL-006\n", + " \n", + " \n", + " 00-FT-009\n", + " \n", + " \n", + " 00-TIC-006\n", + " \n", + " \n", + " 00-TSHH-008\n", + " \n", + " \n", + " 00-TT-020\n", + " \n", + " \n", + " 00-TT-021\n", + " \n", + " \n", + " \n", + " 00-SDV-006\n", + " \n", + " \n", + " \n", + " 00-TCV-006\n", + " \n", + " \n", + " 00-DV-007\n", + " \n", + " \n", + " 00-VV-007\n", + " \n", + " \n", + " 00-NZ-045\n", + " \n", + " \n", + " 00-NZ-046\n", + " \n", + " \n", + " 00-FSLL-005\n", + " \n", + " \n", + " 00-FT-007\n", + " \n", + " \n", + " 00-TIC-005\n", + " \n", + " \n", + " 00-TSHH-006\n", + " \n", + " \n", + " 00-TT-015\n", + " \n", + " \n", + " 00-TT-016\n", + " \n", + " \n", + " \n", + " 00-SDV-005\n", + " \n", + " \n", + " \n", + " 00-TCV-005\n", + " \n", + " \n", + " 00-DV-006\n", + " \n", + " \n", + " 00-VV-006\n", + " \n", + " \n", + " 00-NZ-031\n", + " \n", + " \n", + " 00-NZ-032\n", + " \n", + " \n", + " 00-FSLL-004\n", + " \n", + " \n", + " 00-FT-004\n", + " \n", + " \n", + " 00-TIC-004\n", + " \n", + " \n", + " 00-TSHH-004\n", + " \n", + " \n", + " 00-TT-010\n", + " \n", + " \n", + " 00-TT-011\n", + " \n", + " \n", + " \n", + " 00-SDV-004\n", + " \n", + " \n", + " \n", + " 00-TCV-004\n", + " \n", + " \n", + " 00-DV-004\n", + " \n", + " \n", + " 00-VV-004\n", + " \n", + " \n", + " 00-NZ-050\n", + " \n", + " \n", + " 00-NZ-051\n", + " \n", + " \n", + " 00-ESD-002\n", + " \n", + " \n", + " 00-FIC-003\n", + " \n", + " \n", + " 00-FT-008\n", + " \n", + " \n", + " 00-PSHH-007\n", + " \n", + " \n", + " 00-PSLL-003\n", + " \n", + " \n", + " 00-PT-018\n", + " \n", + " \n", + " 00-PT-019\n", + " \n", + " \n", + " 00-PT-020\n", + " \n", + " \n", + " 00-PT-021\n", + " \n", + " \n", + " 00-TSHH-007\n", + " \n", + " \n", + " 00-TT-018\n", + " \n", + " \n", + " 00-TT-019\n", + " \n", + " \n", + " 00-VSHH-002\n", + " \n", + " \n", + " \n", + " 00-ASCV-002\n", + " \n", + " \n", + " \n", + " 00-BDV-007\n", + " \n", + " \n", + " \n", + " 00-ESDV-013\n", + " \n", + " \n", + " \n", + " 00-ESDV-014\n", + " \n", + " \n", + " \n", + " 00-NRV-003\n", + " \n", + " \n", + " 00-NZ-040\n", + " \n", + " \n", + " 00-NZ-041\n", + " \n", + " \n", + " 00-ESD-001\n", + " \n", + " \n", + " 00-FIC-002\n", + " \n", + " \n", + " 00-FT-006\n", + " \n", + " \n", + " 00-PSHH-005\n", + " \n", + " \n", + " 00-PSLL-002\n", + " \n", + " \n", + " 00-PT-012\n", + " \n", + " \n", + " 00-PT-013\n", + " \n", + " \n", + " 00-PT-014\n", + " \n", + " \n", + " 00-PT-015\n", + " \n", + " \n", + " 00-TSHH-005\n", + " \n", + " \n", + " 00-TT-013\n", + " \n", + " \n", + " 00-TT-014\n", + " \n", + " \n", + " 00-VSHH-001\n", + " \n", + " \n", + " \n", + " 00-ASCV-001\n", + " \n", + " \n", + " \n", + " 00-BDV-005\n", + " \n", + " \n", + " \n", + " 00-ESDV-009\n", + " \n", + " \n", + " \n", + " 00-ESDV-010\n", + " \n", + " \n", + " \n", + " 00-NRV-002\n", + " \n", + " \n", + " 00-NZ-036\n", + " \n", + " \n", + " 00-NZ-037\n", + " \n", + " \n", + " 00-FIC-001\n", + " \n", + " \n", + " 00-FT-005\n", + " \n", + " \n", + " 00-PSLL-001\n", + " \n", + " \n", + " 00-PT-009\n", + " \n", + " \n", + " 00-PT-010\n", + " \n", + " \n", + " 00-PT-011\n", + " \n", + " \n", + " \n", + " 00-FCV-001\n", + " \n", + " \n", + " \n", + " 00-NRV-001\n", + " \n", + " \n", + " \n", + " 00-XV-001\n", + " \n", + " \n", + " \n", + " 00-XV-002\n", + " \n", + " \n", + " 00-DV-005\n", + " \n", + " \n", + " 00-VV-005\n", + " \n", + " \n", + " 00-NZ-058\n", + " \n", + " \n", + " 00-NZ-059\n", + " \n", + " \n", + " 00-NZ-060\n", + " \n", + " \n", + " 00-LIC-006\n", + " \n", + " \n", + " 00-LSHH-006\n", + " \n", + " \n", + " 00-LSLL-006\n", + " \n", + " \n", + " 00-LT-016\n", + " \n", + " \n", + " 00-LT-017\n", + " \n", + " \n", + " 00-LT-018\n", + " \n", + " \n", + " 00-PIC-006\n", + " \n", + " \n", + " 00-PSHH-008\n", + " \n", + " \n", + " 00-PT-022\n", + " \n", + " \n", + " 00-PT-023\n", + " \n", + " \n", + " 00-TT-022\n", + " \n", + " \n", + " \n", + " 00-BDV-008\n", + " \n", + " \n", + " \n", + " 00-ESDV-015\n", + " \n", + " \n", + " \n", + " 00-ESDV-016\n", + " \n", + " \n", + " \n", + " 00-LCV-006\n", + " \n", + " \n", + " \n", + " 00-PCV-006\n", + " \n", + " \n", + " \n", + " 00-PSV-006\n", + " \n", + " \n", + " 00-FLARE-006\n", + " \n", + " \n", + " 00-NZ-047\n", + " \n", + " \n", + " 00-NZ-048\n", + " \n", + " \n", + " 00-NZ-049\n", + " \n", + " \n", + " 00-LIC-005\n", + " \n", + " \n", + " 00-LSHH-005\n", + " \n", + " \n", + " 00-LSLL-005\n", + " \n", + " \n", + " 00-LT-013\n", + " \n", + " \n", + " 00-LT-014\n", + " \n", + " \n", + " 00-LT-015\n", + " \n", + " \n", + " 00-PIC-005\n", + " \n", + " \n", + " 00-PSHH-006\n", + " \n", + " \n", + " 00-PT-016\n", + " \n", + " \n", + " 00-PT-017\n", + " \n", + " \n", + " 00-TT-017\n", + " \n", + " \n", + " \n", + " 00-BDV-006\n", + " \n", + " \n", + " \n", + " 00-ESDV-011\n", + " \n", + " \n", + " \n", + " 00-ESDV-012\n", + " \n", + " \n", + " \n", + " 00-LCV-005\n", + " \n", + " \n", + " \n", + " 00-PCV-005\n", + " \n", + " \n", + " \n", + " 00-PSV-005\n", + " \n", + " \n", + " 00-FLARE-005\n", + " \n", + " \n", + " 00-NZ-033\n", + " \n", + " \n", + " 00-NZ-034\n", + " \n", + " \n", + " 00-NZ-035\n", + " \n", + " \n", + " 00-LIC-004\n", + " \n", + " \n", + " 00-LSHH-004\n", + " \n", + " \n", + " 00-LSLL-004\n", + " \n", + " \n", + " 00-LT-010\n", + " \n", + " \n", + " 00-LT-011\n", + " \n", + " \n", + " 00-LT-012\n", + " \n", + " \n", + " 00-PIC-004\n", + " \n", + " \n", + " 00-PSHH-004\n", + " \n", + " \n", + " 00-PT-007\n", + " \n", + " \n", + " 00-PT-008\n", + " \n", + " \n", + " 00-TT-012\n", + " \n", + " \n", + " \n", + " 00-BDV-004\n", + " \n", + " \n", + " \n", + " 00-ESDV-007\n", + " \n", + " \n", + " \n", + " 00-ESDV-008\n", + " \n", + " \n", + " \n", + " 00-LCV-004\n", + " \n", + " \n", + " \n", + " 00-PCV-004\n", + " \n", + " \n", + " \n", + " 00-PSV-004\n", + " \n", + " \n", + " 00-FLARE-004\n", + " \n", + " \n", + " 00-NZ-061\n", + " \n", + " \n", + " 00-NZ-062\n", + " \n", + " \n", + " 00-NZ-038\n", + " \n", + " \n", + " 00-NZ-039\n", + " \n", + " \n", + " 00-NZ-052\n", + " \n", + " \n", + " 00-NZ-053\n", + " \n", + " \n", + " 00-NZ-054\n", + " \n", + " \n", + " 00-NZ-055\n", + " \n", + " \n", + " 00-NZ-042\n", + " \n", + " \n", + " 00-NZ-043\n", + " \n", + " \n", + " 00-NZ-044\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " DRAWING PID-ANDREASEN-001\n", + " SHEET 3 - Flash-gas recompression and dew point\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/markdown": [ + "### PID sheet 4: `sheet-pid-andreasen-001-separation-444cd4c04d2d.svg`" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/svg+xml": [ + "\n", + " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:separation\n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " PID / A1_LANDSCAPE\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " MIX-101 mixed stream\n", + " \n", + " \n", + " MIX-102 mixed stream\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " VLV-100 out stream\n", + " \n", + " \n", + " VLV-102 out stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " well stream FROM SHEET 1\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 1\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 1\n", + " \n", + " third stage reflux FROM SHEET 1\n", + " \n", + " liquidOutStream FROM SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " gasOutStream TO SHEET 3\n", + " \n", + " export oil TO SHEET 1\n", + " \n", + " \n", + " \n", + " 20-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-03\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 20-VA-01\n", + " SEPARATOR\n", + " \n", + " \n", + " 20-VA-02\n", + " SEPARATOR\n", + " \n", + " \n", + " 20-VA-03\n", + " SEPARATOR\n", + " \n", + " \n", + " \n", + " 21-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " 21-PA-01\n", + " PUMP\n", + " \n", + " MIX-101\n", + " MIXER\n", + " \n", + " MIX-102\n", + " MIXER\n", + " \n", + " \n", + " VLV-100\n", + " VALVE\n", + " \n", + " \n", + " VLV-102\n", + " VALVE\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", + " \n", + " \n", + " 00-NZ-001\n", + " \n", + " \n", + " 00-NZ-002\n", + " \n", + " \n", + " 00-FSLL-001\n", + " \n", + " \n", + " 00-FT-001\n", + " \n", + " \n", + " 00-TIC-001\n", + " \n", + " \n", + " 00-TSHH-001\n", + " \n", + " \n", + " 00-TT-001\n", + " \n", + " \n", + " 00-TT-002\n", + " \n", + " \n", + " \n", + " 00-SDV-001\n", + " \n", + " \n", + " \n", + " 00-TCV-001\n", + " \n", + " \n", + " 00-DV-001\n", + " \n", + " \n", + " 00-VV-001\n", + " \n", + " \n", + " 00-NZ-013\n", + " \n", + " \n", + " 00-NZ-014\n", + " \n", + " \n", + " 00-FSLL-002\n", + " \n", + " \n", + " 00-FT-002\n", + " \n", + " \n", + " 00-TIC-002\n", + " \n", + " \n", + " 00-TSHH-002\n", + " \n", + " \n", + " 00-TT-004\n", + " \n", + " \n", + " 00-TT-005\n", + " \n", + " \n", + " \n", + " 00-SDV-002\n", + " \n", + " \n", + " \n", + " 00-TCV-002\n", + " \n", + " \n", + " 00-DV-002\n", + " \n", + " \n", + " 00-VV-002\n", + " \n", + " \n", + " 00-NZ-025\n", + " \n", + " \n", + " 00-NZ-026\n", + " \n", + " \n", + " 00-FSLL-003\n", + " \n", + " \n", + " 00-FT-003\n", + " \n", + " \n", + " 00-TIC-003\n", + " \n", + " \n", + " 00-TSHH-003\n", + " \n", + " \n", + " 00-TT-007\n", + " \n", + " \n", + " 00-TT-008\n", + " \n", + " \n", + " \n", + " 00-SDV-003\n", + " \n", + " \n", + " \n", + " 00-TCV-003\n", + " \n", + " \n", + " 00-DV-003\n", + " \n", + " \n", + " 00-VV-003\n", + " \n", + " \n", + " 00-NZ-003\n", + " \n", + " \n", + " 00-NZ-004\n", + " \n", + " \n", + " 00-NZ-005\n", + " \n", + " \n", + " 00-NZ-006\n", + " \n", + " \n", + " 00-LIC-001\n", + " \n", + " \n", + " 00-LSHH-001\n", + " \n", + " \n", + " 00-LSLL-001\n", + " \n", + " \n", + " 00-LT-001\n", + " \n", + " \n", + " 00-LT-002\n", + " \n", + " \n", + " 00-LT-003\n", + " \n", + " \n", + " 00-PIC-001\n", + " \n", + " \n", + " 00-PSHH-001\n", + " \n", + " \n", + " 00-PT-001\n", + " \n", + " \n", + " 00-PT-002\n", + " \n", + " \n", + " 00-TT-003\n", + " \n", + " \n", + " \n", + " 00-BDV-001\n", + " \n", + " \n", + " \n", + " 00-ESDV-001\n", + " \n", + " \n", + " \n", + " 00-ESDV-002\n", + " \n", + " \n", + " \n", + " 00-LCV-001\n", + " \n", + " \n", + " \n", + " 00-PCV-001\n", + " \n", + " \n", + " \n", + " 00-PSV-001\n", + " \n", + " \n", + " 00-FLARE-001\n", + " \n", + " \n", + " 00-NZ-015\n", + " \n", + " \n", + " 00-NZ-016\n", + " \n", + " \n", + " 00-NZ-017\n", + " \n", + " \n", + " 00-NZ-018\n", + " \n", + " \n", + " 00-LIC-002\n", + " \n", + " \n", + " 00-LSHH-002\n", + " \n", + " \n", + " 00-LSLL-002\n", + " \n", + " \n", + " 00-LT-004\n", + " \n", + " \n", + " 00-LT-005\n", + " \n", + " \n", + " 00-LT-006\n", + " \n", + " \n", + " 00-PIC-002\n", + " \n", + " \n", + " 00-PSHH-002\n", + " \n", + " \n", + " 00-PT-003\n", + " \n", + " \n", + " 00-PT-004\n", + " \n", + " \n", + " 00-TT-006\n", + " \n", + " \n", + " \n", + " 00-BDV-002\n", + " \n", + " \n", + " \n", + " 00-ESDV-003\n", + " \n", + " \n", + " \n", + " 00-ESDV-004\n", + " \n", + " \n", + " \n", + " 00-LCV-002\n", + " \n", + " \n", + " \n", + " 00-PCV-002\n", + " \n", + " \n", + " \n", + " 00-PSV-002\n", + " \n", + " \n", + " 00-FLARE-002\n", + " \n", + " \n", + " 00-NZ-027\n", + " \n", + " \n", + " 00-NZ-028\n", + " \n", + " \n", + " 00-NZ-029\n", + " \n", + " \n", + " 00-NZ-030\n", + " \n", + " \n", + " 00-LIC-003\n", + " \n", + " \n", + " 00-LSHH-003\n", + " \n", + " \n", + " 00-LSLL-003\n", + " \n", + " \n", + " 00-LT-007\n", + " \n", + " \n", + " 00-LT-008\n", + " \n", + " \n", + " 00-LT-009\n", + " \n", + " \n", + " 00-PIC-003\n", + " \n", + " \n", + " 00-PSHH-003\n", + " \n", + " \n", + " 00-PT-005\n", + " \n", + " \n", + " 00-PT-006\n", + " \n", + " \n", + " 00-TT-009\n", + " \n", + " \n", + " \n", + " 00-BDV-003\n", + " \n", + " \n", + " \n", + " 00-ESDV-005\n", + " \n", + " \n", + " \n", + " 00-ESDV-006\n", + " \n", + " \n", + " \n", + " 00-LCV-003\n", + " \n", + " \n", + " \n", + " 00-PCV-003\n", + " \n", + " \n", + " \n", + " 00-PSV-003\n", + " \n", + " \n", + " 00-FLARE-003\n", + " \n", + " \n", + " 00-NZ-088\n", + " \n", + " \n", + " 00-NZ-089\n", + " \n", + " \n", + " 00-FSLL-011\n", + " \n", + " \n", + " 00-FT-016\n", + " \n", + " \n", + " 00-TIC-011\n", + " \n", + " \n", + " 00-TSHH-015\n", + " \n", + " \n", + " 00-TT-037\n", + " \n", + " \n", + " 00-TT-038\n", + " \n", + " \n", + " \n", + " 00-SDV-011\n", + " \n", + " \n", + " \n", + " 00-TCV-011\n", + " \n", + " \n", + " 00-DV-012\n", + " \n", + " \n", + " 00-VV-012\n", + " \n", + " \n", + " 00-NZ-090\n", + " \n", + " \n", + " 00-NZ-091\n", + " \n", + " \n", + " 00-FIC-006\n", + " \n", + " \n", + " 00-FT-017\n", + " \n", + " \n", + " 00-PSLL-006\n", + " \n", + " \n", + " 00-PT-036\n", + " \n", + " \n", + " 00-PT-037\n", + " \n", + " \n", + " 00-PT-038\n", + " \n", + " \n", + " \n", + " 00-FCV-002\n", + " \n", + " \n", + " \n", + " 00-NRV-006\n", + " \n", + " \n", + " \n", + " 00-XV-003\n", + " \n", + " \n", + " \n", + " 00-XV-004\n", + " \n", + " \n", + " 00-DV-013\n", + " \n", + " \n", + " 00-VV-013\n", + " \n", + " \n", + " 00-NZ-009\n", + " \n", + " \n", + " 00-NZ-010\n", + " \n", + " \n", + " 00-NZ-011\n", + " \n", + " \n", + " 00-NZ-012\n", + " \n", + " \n", + " 00-NZ-021\n", + " \n", + " \n", + " 00-NZ-022\n", + " \n", + " \n", + " 00-NZ-023\n", + " \n", + " \n", + " 00-NZ-024\n", + " \n", + " \n", + " 00-NZ-007\n", + " \n", + " \n", + " 00-NZ-008\n", + " \n", + " \n", + " 00-NZ-019\n", + " \n", + " \n", + " 00-NZ-020\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " Separation and compression teaching case — P&ID proposal\n", + " DRAWING PID-ANDREASEN-001\n", + " SHEET 2 - Three-stage separation and oil export\n", + " REV A STATUS WORKING\n", + " PURPOSE ENGINEERING_PROPOSAL\n", + " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", + " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", + " \n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "for profile in (\"pfd\", \"pid\"):\n", + " profile_directory = diagram_output_directory / profile\n", + " display(Markdown(f\"## Fresh {profile.upper()} — four A1 sheets\"))\n", + " display(FileLink(str(profile_directory / \"drawing-set.pdf\")))\n", + " for sheet_number, svg_path in enumerate(sorted((profile_directory / \"svg\").glob(\"*.svg\")), 1):\n", + " display(Markdown(f\"### {profile.upper()} sheet {sheet_number}: `{svg_path.name}`\"))\n", + " display(SVG(filename=str(svg_path)))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "39233d67", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
CompanionPathSHA-256
0DEXPI 2.0 Process — PFD/BFD semantic companionpfd/dexpi-process.xml8232b1d782c450cea16f796309cbb07f125d3e91adae4a...
1DEXPI 2.0 Process — PFD/BFD companion to P&IDpid/dexpi-process.xml8232b1d782c450cea16f796309cbb07f125d3e91adae4a...
2Native DEXPI 2.0 Plant/P&IDpid/dexpi-plant-2.0.xml4c7a985d3d1fc7069389f76392e6d4de5de27f9449341c...
3Proteus 4.1 compatibility proposalpid/proteus-4.1.xml0831f94ddd0780bbfae92c1ba75b475e006d3163eb3354...
4P&ID engineering registers — review requiredpid/pid-engineering-registers.json0abb9e32c9ee6f135b924aa1caa106287037ef3d6ab22b...
\n", + "
" + ], + "text/plain": [ + " Companion ... SHA-256\n", + "0 DEXPI 2.0 Process — PFD/BFD semantic companion ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", + "1 DEXPI 2.0 Process — PFD/BFD companion to P&ID ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", + "2 Native DEXPI 2.0 Plant/P&ID ... 4c7a985d3d1fc7069389f76392e6d4de5de27f9449341c...\n", + "3 Proteus 4.1 compatibility proposal ... 0831f94ddd0780bbfae92c1ba75b475e006d3163eb3354...\n", + "4 P&ID engineering registers — review required ... 0abb9e32c9ee6f135b924aa1caa106287037ef3d6ab22b...\n", + "\n", + "[5 rows x 3 columns]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "companion_rows = []\n", + "for relative_path, profile_label in (\n", + " (\"pfd/dexpi-process.xml\", \"DEXPI 2.0 Process — PFD/BFD semantic companion\"),\n", + " (\"pid/dexpi-process.xml\", \"DEXPI 2.0 Process — PFD/BFD companion to P&ID\"),\n", + " (\"pid/dexpi-plant-2.0.xml\", \"Native DEXPI 2.0 Plant/P&ID\"),\n", + " (\"pid/proteus-4.1.xml\", \"Proteus 4.1 compatibility proposal\"),\n", + " (\"pid/pid-engineering-registers.json\", \"P&ID engineering registers — review required\"),\n", + "):\n", + " artifact_path = diagram_output_directory / relative_path\n", + " assert artifact_path.is_file() and artifact_path.stat().st_size > 0\n", + " companion_rows.append(\n", + " {\n", + " \"Companion\": profile_label,\n", + " \"Path\": relative_path,\n", + " \"SHA-256\": hashlib.sha256(artifact_path.read_bytes()).hexdigest(),\n", + " }\n", + " )\n", + "\n", + "pd.DataFrame(companion_rows)" + ] + }, { "cell_type": "markdown", "id": "56ed8ac7", @@ -1562,7 +5348,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 15, "id": "2d194724", "metadata": {}, "outputs": [ @@ -1583,7 +5369,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 16, "id": "364ad3c5", "metadata": {}, "outputs": [ @@ -1695,7 +5481,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 17, "id": "ca97f702", "metadata": {}, "outputs": [ @@ -1703,7 +5489,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Native report sections: 38\n" + "Native report sections: 42\n" ] }, { @@ -1799,7 +5585,7 @@ "11 23-KA-01" ] }, - "execution_count": 13, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -1816,7 +5602,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 18, "id": "4a74a72d", "metadata": {}, "outputs": [ @@ -1824,7 +5610,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Round-trip process artifact: /workspace/scratch/d6474ab31951/neqsim-colab/process1.neqsim\n" + "Round-trip process artifact: /workspace/scratch/93e2db7bed40/neqsim-colab/process1.neqsim\n" ] } ], @@ -1861,7 +5647,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 19, "id": "86d80d6b", "metadata": {}, "outputs": [ @@ -1897,15 +5683,15 @@ " 0\n", " Oil export [m3/day]\n", " 15905.00\n", - " 19130.518\n", + " 19130.542\n", " 20.280\n", " \n", " \n", " 1\n", " Total power [kW]\n", " 12019.00\n", - " 10431.428\n", - " -13.209\n", + " 10431.534\n", + " -13.208\n", " \n", " \n", " 2\n", @@ -1920,12 +5706,12 @@ ], "text/plain": [ " Response Published HYSYS NeqSim Relative difference [%]\n", - "0 Oil export [m3/day] 15905.00 19130.518 20.280\n", - "1 Total power [kW] 12019.00 10431.428 -13.209\n", + "0 Oil export [m3/day] 15905.00 19130.542 20.280\n", + "1 Total power [kW] 12019.00 10431.534 -13.208\n", "2 Oil RVP [psia] 10.08 9.579 -4.968" ] }, - "execution_count": 15, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -1972,7 +5758,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 20, "id": "b1a3f795", "metadata": {}, "outputs": [ @@ -2006,7 +5792,7 @@ " \n", " 0\n", " Overall mass residual\n", - " 0.00041\n", + " 0.00008\n", " % of feed\n", " \n", " \n", @@ -2018,19 +5804,19 @@ " \n", " 2\n", " Oil RVP\n", - " 9.57920\n", + " 9.57926\n", " psia\n", " \n", " \n", " 3\n", " Export-gas GCV\n", - " 45.67774\n", + " 45.67789\n", " MJ/Sm3\n", " \n", " \n", " 4\n", " Export-gas Wobbe index\n", - " 53.49057\n", + " 53.49065\n", " MJ/Sm3\n", " \n", " \n", @@ -2039,14 +5825,14 @@ ], "text/plain": [ " Indicator Value Unit\n", - "0 Overall mass residual 0.00041 % of feed\n", + "0 Overall mass residual 0.00008 % of feed\n", "1 Oil TVP 1.72636 bara\n", - "2 Oil RVP 9.57920 psia\n", - "3 Export-gas GCV 45.67774 MJ/Sm3\n", - "4 Export-gas Wobbe index 53.49057 MJ/Sm3" + "2 Oil RVP 9.57926 psia\n", + "3 Export-gas GCV 45.67789 MJ/Sm3\n", + "4 Export-gas Wobbe index 53.49065 MJ/Sm3" ] }, - "execution_count": 16, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -2089,7 +5875,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 21, "id": "72d6b0fe", "metadata": {}, "outputs": [ @@ -2129,7 +5915,7 @@ " \n", " 1\n", " 20-HA-02\n", - " -149.93\n", + " -149.90\n", " Cooling\n", " \n", " \n", @@ -2147,13 +5933,13 @@ " \n", " 4\n", " 23-HA-01\n", - " -2379.83\n", + " -2379.63\n", " Cooling\n", " \n", " \n", " 5\n", " 23-HA-02\n", - " -546.52\n", + " -546.53\n", " Cooling\n", " \n", " \n", @@ -2165,25 +5951,25 @@ " \n", " 7\n", " 24-HA-01\n", - " -8534.17\n", + " -8534.35\n", " Cooling\n", " \n", " \n", " 8\n", " 25-HA-02\n", - " -649.42\n", + " -649.48\n", " Cooling\n", " \n", " \n", " 9\n", " 27-HA-01\n", - " -4694.83\n", + " -4694.88\n", " Cooling\n", " \n", " \n", " 10\n", " 25-HA-01\n", - " 1885.15\n", + " 1885.19\n", " Recovered heat\n", " \n", " \n", @@ -2193,19 +5979,19 @@ "text/plain": [ " Equipment Duty [kW] Service\n", "0 20-HA-01 4297.40 Heating\n", - "1 20-HA-02 -149.93 Cooling\n", + "1 20-HA-02 -149.90 Cooling\n", "2 20-HA-03 -587.03 Cooling\n", "3 21-HA-01 -5343.26 Cooling\n", - "4 23-HA-01 -2379.83 Cooling\n", - "5 23-HA-02 -546.52 Cooling\n", + "4 23-HA-01 -2379.63 Cooling\n", + "5 23-HA-02 -546.53 Cooling\n", "6 23-HA-03 -105.24 Cooling\n", - "7 24-HA-01 -8534.17 Cooling\n", - "8 25-HA-02 -649.42 Cooling\n", - "9 27-HA-01 -4694.83 Cooling\n", - "10 25-HA-01 1885.15 Recovered heat" + "7 24-HA-01 -8534.35 Cooling\n", + "8 25-HA-02 -649.48 Cooling\n", + "9 27-HA-01 -4694.88 Cooling\n", + "10 25-HA-01 1885.19 Recovered heat" ] }, - "execution_count": 17, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } @@ -2248,7 +6034,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 22, "id": "042e27dc", "metadata": {}, "outputs": [ @@ -2294,7 +6080,7 @@ "0 25-HA-01 normalized two-sided duty balance 1.0 1.0 within 1e-8" ] }, - "execution_count": 18, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -2325,7 +6111,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 23, "id": "215f04fc", "metadata": {}, "outputs": [ @@ -2359,13 +6145,13 @@ " \n", " 0\n", " 23-KA-01\n", - " 5335.60\n", + " 5335.67\n", " 119.86\n", " \n", " \n", " 1\n", " 23-KA-02\n", - " 749.85\n", + " 749.86\n", " 126.92\n", " \n", " \n", @@ -2377,7 +6163,7 @@ " \n", " 3\n", " 27-KA-01\n", - " 2947.37\n", + " 2947.40\n", " 88.98\n", " \n", " \n", @@ -2392,14 +6178,14 @@ ], "text/plain": [ " Equipment Power [kW] Discharge temperature [degC]\n", - "0 23-KA-01 5335.60 119.86\n", - "1 23-KA-02 749.85 126.92\n", + "0 23-KA-01 5335.67 119.86\n", + "1 23-KA-02 749.86 126.92\n", "2 23-KA-03 310.61 127.30\n", - "3 27-KA-01 2947.37 88.98\n", + "3 27-KA-01 2947.40 88.98\n", "4 21-PA-01 1087.99 49.06" ] }, - "execution_count": 19, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -2431,7 +6217,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 24, "id": "ff4ce0a1", "metadata": {}, "outputs": [ @@ -2487,7 +6273,7 @@ "2 Power summation PASS" ] }, - "execution_count": 20, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -2527,7 +6313,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 25, "id": "a018d210", "metadata": {}, "outputs": [ @@ -2535,12 +6321,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Completed 100 fresh cases in 17.4 s\n" + "Completed 100 fresh cases in 34.1 s\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABJsAAAHWCAYAAADQCYgIAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvctoD+AAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Xd8FNXawPHfbC/pBZJA6L33JkgvKk1RQUWujWv3Wq/l2vW1l6teu2JDxS6CSpUqoBQB6Z0AgRDS2/bz/hGzuiaBlE1/vnz2oztz5swzs5vdmWdP0ZRSCiGEEEIIIYQQQgghgkBX0wEIIYQQQgghhBBCiPpDkk1CCCGEEEIIIYQQImgk2SSEEEIIIYQQQgghgkaSTUIIIYQQQgghhBAiaCTZJIQQQgghhBBCCCGCRpJNQgghhBBCCCGEECJoJNkkhBBCCCGEEEIIIYJGkk1CCCGEEEIIIYQQImgk2SSEEEIIIYQQQgghgkaSTUKIOum6664jJiamysoHa9uq9MMPP9CjRw8sFguapnH06NGaDum0aut5FEIIUfdt2LABTdP48ssvazoUAN5//300TWPXrl1nLPvtt9+iaRobNmwo97LqUFXnVtM07r///jMuq02aNm3K9OnTa2z/n332GZ06dcJkMqFpGh6PB6/Xyz333EOzZs3Q6XSMGjWqxuIT4q8k2VRLuFwuXn31Vfr06UNUVBSRkZH069ePJ598kpSUlJoOL6g6dOjA5MmTazoMUQ9dccUVxMXF1bt9leTUqVNMnTqVESNGkJmZiVKKpk2bllg2GLHW9PEKIUR9NW3aNDRN8z/MZjNt2rThrrvuIjs7u6bDa5DmzJmDpmls3ry5pkMRJXA4HGiaxsMPP1zToVSrQ4cOcfnllzNjxgxyc3NRSmEwGJg9ezbPPfccn332GV6vlyVLltR0qEIAYKjpAEShKVOmsHjxYl566SXOP/98bDYbP/74I3feeScbN26sNb/SCFFbvPHGG7zxxhtVVj5Y21aVjRs3kpuby0UXXYTFYqnpcIQQQlSS2+3GYDCQlZXFV199xbXXXsu6detYuXIlmqbVdHiiCk2ePBmlVNDK1RX16Viqw+rVq3G73UydOhWTyeRfvmzZMlq3bs3AgQNrMDohipOWTbXA1q1bmT9/PjfddBPXXnstjRo1IiQkhIsuuojffvuNAQMG1HSIQoha5tSpUwBYrdYajkQIIUQwhYeHc9VVV3H55ZezevXqau8yJYSonU6ePAkUv/Y7efKkXA+KWkmSTbVAeno6AE2aNCm2LioqijvvvLPY8m+++YbBgwcTEhKCzWZjyJAhLFu2LKBMixYtmDZtGhs3buSss87CarXSokULnnzyyWK/JIwbN87ffFuv19O4cWMuvvhi9u/fX2KdmzdvZvjw4dhsNm699dYy12GxWNi9ezdz5871l+3QoYN/vVKKl19+mS5dumCxWIiKiuL8889n+/btZY6jJBEREVx33XWsWrWKvn37YrVaad26NS+//HKpZdeuXes/b0XNdLOysrjzzjtp1aoVJpOJ+Ph4rr/+ejIyMvzbO51O/vOf/9C2bVtsNhstWrTgiiuu4NChQ+Uq88Ybb6BpWsAygH379qFpGu+8845/2fz589E0jdWrV/P888/TsmVL9Ho9+/btAwpbwUyaNImoqCjMZjNdunQJ2L40O3fuZMqUKcTHx2O32+nevTvPP/88TqczoFxZ6p82bRotWrQgIyODSy65hLCwMKKiovjnP/9JQUFBuff79/F/hg0bxgcffEBKSkpAd4TMzMwSyz/wwAPo9XoOHz5c7LifeeYZNE1jz5495d7XI488gl6v58CBA8XqffLJJwPqLc3333/v//u22+0MGTKEH3/80b++R48e/vECevbsiaZpjB8/vsS6znReyrK/M9Xx8MMP+5fpdDoiIiIYNWoUy5cvP+1xlqbovZKSksL5559PaGgoMTExXHfddeTk5JT7fH3yySdomsaOHTsCttE0jX79+gXUdf7559O+ffuAZeV5f6empjJt2jQiIyPlhwIhRKUUXR8dOXIEgD179nDRRRcRExOD2WymY8eOPPvss/h8PqDwRwidTscLL7zgr6OgoACLxYJOp/P/SAHw5ptvomkaBw8e9C9LTU3lxhtvpFmzZphMJpo2bcrtt99Ofn6+v0zROEQ7duzg4YcfpmnTpuh0uoDvlL9at25dwPeG1WqlR48evPrqqwHliurduXMnjz/+OAkJCVitVkaNGlXid+amTZsYPnw4VquVhIQEHn300TK3ksnJyeH222+nVatW/uvB6667juPHjwPw1FNPcckllwB/fsdqmsacOXPKdUxFvF4v9913H40bN8ZmszF27NiA7yMo+1hMJZUzGAwB8fz18dfuVGV5fSt7bovk5+dzzz330LJlS//18jXXXFNsaJCKjM+0a9cuf2LlkUce8R/rtGnTAMjMzETTNJ566inmz59Pz549MZlMvP/++wDExcX5tzEajTRv3pwbb7wx4Fq+qJ6ZM2cSHR1NWFgYU6ZM8Sd7/s7n8/Hyyy/TvXt3rFYrERERTJo0iZ07d5b5uD755BP69OmDzWYjLCyM0aNH8/PPP/vXx8XFcccddwAQHx8f8Dr/+OOPbNmyxf9cesSIWkOJGpeenq5CQ0NVx44d1b59+85Y/rnnnlM6nU49+uij6ujRo+rkyZPqgQceUHq9Xi1evNhfrnnz5mro0KHqnHPOUb///rtKT09Xr732mjIajerf//53qfU7HA61ceNGdfbZZ6u2bduqvLy8EuvcsmWLOn78uPryyy/LVUf79u3VpEmTStz3zTffrIxGo/rf//6n0tLS1I4dO9SwYcNUSEiI2rZtW7njKBIeHq7GjBmjJkyYoHbu3KlOnTrlP49PPPFEqWW3b9+ujhw5oubOnauys7NV165dVZs2bdTixYtVTk6O2rRpk+rRo4fq1auXcjqdSimlbr31VhUdHa1++uknlZ+fr44ePao++ugjddttt/n3UZYyr7/+ugLUwYMHA+Lbu3evAtTbb7/tXzZv3jwFqClTpqgnnnhCpaSkqB9//FEdOnRILV26VJlMJnXJJZeoPXv2qKysLPXhhx8qq9WqnnzyyVLPmcvlUgkJCeq8885T+/btUwUFBWr79u3qrrvuUvPmzfOXK2v9U6dOVYmJieqSSy5RS5cuVdnZ2eqbb75RFotF3X333eXe77XXXquio6MDYv7HP/6hGjduXOLx/L38wYMHlaZp6uGHHy5WtkOHDmrIkCEV2ldycrIyGo3qrrvuClju9XpVixYt1ODBg0uMr8js2bOVpmnqpptuUkePHlVHjhxR119/vdI0TX366af+ch999JEC1G+//Xba+k4Xa3n2d7o6/srj8aj9+/erq6++WtlsNrVr1y7/upLOY0mmTp2qmjZtqiZNmqSWLl2qsrKy1I8//qhiY2PVsGHDlNfrLVf8KSkpStM09cILL/i3u/XWW5XValU6nU6lpaX5Y4+IiFA33nijv1x53t9NmzZVkydPVosXL1bp6enq/fffP+OxCiHE1KlTFaDcbnfA8quuukoB6tdff1X79u1TERERasCAAWrr1q0qPT1dvfPOO8psNqsrr7zSv02vXr3UmDFj/M8XLFigdDqdMpvNAZ/pF154oWrdurX/+cmTJ1XLli1Vt27d1KpVq1ROTo5as2aNatu2rRo+fLj/c/e9995TgLr44ovVK6+8ok6dOqU+/fRTlZmZWaZjPXnypHr11VeV0WgMuI4pqnfGjBnqtddeU2lpaer3339X7dq1U927d1c+n89fdvfu3SokJESNHDlS7dq1S506dUo9++yz6oILLlCA+uKLL04bw/Tp01ViYqJau3atKigoUIcPH1ZvvfWWevDBB/1lPv300zJ/x57pmC666CL16quvqrS0NLVt2zY1cOBAFR0drY4cOeIv+8033yhArV+/vtzL/i4zM1N17txZ2e12/31FWV/fyp5bpQqvd4YNG6aioqLUN998o7KystTPP/+s2rZtq1q1aqUyMjL8ZQH1n//8J2D7kpb9XUFBgQLUQw89VGxdRkaGAtTEiRPV9OnT1f79+9Xu3bvV0qVLi5XNzc1VS5cuVa1bt1bnnXeef7nH41GDBg1ScXFxauHChSorK0stWrRITZo0ScXHx6vLLrssoJ7p06er0NBQNWvWLJWWlqYOHz6spk6dqiIiItSBAwfOeM6ef/55BagHH3xQpaSkqP3796upU6cqg8GglixZ4i/37LPPKkAdP348YPuxY8eq7t27n3E/QlQ3STbVEt99951q1KiR0jRN9ezZU1111VXq/fffVydPngwol5ycrEwmk7r22muL1TFq1CjVu3dv//PmzZsrk8mkjh49GlDupptuUgaDQSUnJ582pl27dilAzZ8/P6BOo9EY8AVZ3jpKSzbt27dPaZqmbrnlloDlRcm4v25T3jjCw8NVSEiISk9PD1g+ffp0ZbPZAi6SwsPDld1u99+AFnnkkUeUpmlqy5YtAct37typNE1T7733nlJKqR49eqjzzz//tPGUpUxFkk0XXXRRsXratWunevbsGXCDrpRS999/v7LZbCorK6vE/W/btk0B6quvvjptnGWtv+hietGiRQHlLr/8chUZGVnu/VY22aRU4d9M8+bNAy5iV69erYCAREF593XRRRepmJgY5XA4/MuKXqOi90lJPB6Pio+PV/369Su2rk+fPiohIcF/noORbCrP/sqabCri8/lUZGSkuv/++/3LypNsAgKSi0oVJpYA9d1335U7/u7du6tx48b513fu3FndcccdymQyqc8//1wppdTatWsVoL799lt/ufK+v+fOnXvG4xNCiL/6e7IpKytLvffee8poNKpBgwYpn8+nZsyYocxmc7Frt//85z8B3wV33323slqtqqCgQCml1B133KH69u2rRo0apa666iqlVGEyICoqSl133XX+em6++WZlNpuLXXMUfScWfR4XJVCuv/76Sh3ztGnTVJ8+ffzPi+q9/fbbA8p9/PHHClC//PKLf9nll19e6jVdWRIiTZs2VTNnzjxtmfIkm4qUdkx//QFDKaWOHTumzGazuuGGG/zLgpVscrlcatSoUUqn0/m/K5Uq++tb2XOrlFJff/21AtSsWbMClq9fv75Ygqgqk02JiYnFErilmTNnjgL890xfffVVicf75ZdfKiAg2bR06VIFqNdffz2grMPhUE2bNlVXX331afednZ2tQkJC1MSJEwOWu91u1aJFi4AkkiSbRF0j3ehqiQkTJpCUlMSPP/7I+eefT3p6OjfeeCOtWrVi1qxZ/nKLFi3C5XJx0UUXFatj1KhRbNq0idzcXP+y3r17F+ueN3nyZDweDytXrvQv279/P9OnT6dp06YYjcaA7m1FXbGK9OrVq8RZr8pTR0mWLVuGUooLLrggYHlkZCQjRoxg6dKlp43j77O59OjRI6D8kCFDiIyMLHYu8vPzWbduXcDywYMHExUVFbBs3rx5tG/fnm7dugUs79ChA02aNGHFihUAdO/enR9++IH/+7//K3W627KUqYiJEycGPN+9ezd79uxhypQp6HSBf+6jRo0iPz+f9evXl1hXs2bNiIiI4P777+ezzz7zd/esTP1ms7nYdKxdunQhIyPD3wS/LPsNlquvvprDhw8HvLdmzZpFaGhoiX9jZXXjjTdy6tQpPv/8c/+y11577Yz17ty5k+PHjxf7G4DCSQSSk5PL1ST7TIK1v6LupW3btsVisfi702VkZJTpb78kBoOBc889N2BZ0SyWP/30U7njHz16NCtXrsTpdJKcnMz27duZNGkSZ511FosWLQJg8eLFGAwGhg8fDpT//a3X6znvvPMqdLxCCFF07RQTE8Njjz3GjTfe6O/yu3TpUgYOHEh8fHzANhdeeCGA/3ts9OjRFBQUsGrVKqDwc2306NGMHj2axYsXA4Vdg9PT0xk9erS/nnnz5tG3b19atGgRUP+gQYOw2Wz+a5wif7/eOJ3XX3+dvn37EhoaGtAlraTvh79/hnbp0gUgoGv60qVLS72mK4vu3bszZ84cXnjhhWLDRZRVeY7p7+cqISGBvn37+r/Lgum6665jyZIl/Pe//2XChAn+5WV9fct6bk+cOFGsy15RN7Wi9+Lfv5v79OlD8+bNi13PV5Vzzz0Xg6H4XFhr1qzhvPPOIzY2Fr1eH9AFr+j1W7p0KZqmBZxDKHwt/349MG/ePODPv8UiZrOZwYMH+8/tgAEDAs5X0Tn95ZdfyM3NLXa+DAYDkyZNYsuWLaSlpVXwLAhRsyTZVIuYzWbGjh3LAw88wDfffMOBAwdo164d1157rb+/+okTJwAYO3YsBoMBvV6PTqdDp9Nxzz33oJQKuDlv3Lhxsf0ULSvqu5+VlcVZZ53Fvn37+Prrr/3TqB89ehQonB3lr0oaW6q8dZSk6IO0pOnV4+LiyM3NDRizp6Q4Tqcs5+J0dZ84cYLdu3djMBgCzr2maRw9etQf/0svvcTMmTN5+eWX6dixI3FxcVx99dUBYy+VpUxp1Gn6zf897qL3y4MPPuiPuSjuYcOGAZT6BRYaGsqiRYto2rQpM2bMICYmhu7du/Pcc8/hcrkqVH/jxo2LzagTFhYG4E82lWW/wXL++ecTFRXFu+++C0Bubi6ff/45l1xyCTabrcL1Dh06lM6dO/P6668DcPDgQRYuXMi0adOw2+2lbnemvwEo/l6tjGDtb9KkSXz88ce8/PLLnDhxAp/Ph1KKpk2blulvvyQxMTHFLujsdjt2u90fU3niHz16NPn5+axevZolS5YQGhrKgAEDAm7AFi9eTL9+/fzvyYq8v/V6fYWOVwgh3G43SilcLhf79+/nxRdfJCIiAij8rCnLZ93gwYOxWq0sWrSIlJQUfv/9d3+y6ciRI+zatYvFixej1+sZMWKEv54TJ07w888/F7vG0el05OfnF7tWKOs12FNPPcVNN93E5Zdfzu7du/F4PCiluOaaa0r8fvh7Mu3v1whF5+J013RnMmvWLC6++GIef/xx2rRpQ2JiIjfeeKN/zKZgH1NpsQbz+xzg8ccfZ9asWdx6663cfPPNAevK+vpW9twW1WGxWAgPDy+2Li4uLujHXZqS3qNbt25l+PDhhISEsGLFCvLy8lBKMX/+fODP+5W0tDTCw8Mxm80B2xuNxmKJuKJrhbi4uGLnds6cOWdMFFX3tZ8Q1UmSTbVYo0aNuOGGG/B4PP6WN0WDFP/88894PB68Xi8+n89/c6eUolmzZv46/j4Q31+XRUdHA7Bw4UJSUlJ44YUX6Nevn/9m+K+DRv6V0Wgstqy8dZSkqCVRaTGHhIQEfOj/PY45c+b4z4FSis2bNxero6R64c9zUVrdUHjue/fujcfjCTj3Rfv77rvvgMJZZF555RVOnDjBjh07uO+++5g/fz5nn322P1lS1jJAsQGRjx07Viy20uIuer+88MIL/pj/HvfFF19can19+/Zl0aJFZGZmsmzZMs466yzuuusu7rvvvgrVX9apm8+032Axm81Mnz6db775hoyMDD7//HNyc3O5+uqrK133DTfcwNq1a9m8eTNvvPEGPp/vjPWe6W8ACBiovLKCsb+kpCRWrFjBXXfdxTnnnENERASapuFyuUhOTq5wbKdOnfIPelskLy+PvLw8/99reeIfMmQIZrOZRYsWsXjxYoYNG4bRaGTMmDEcPnyYTZs2sW7duoBf+sv7/i7pc0MIIYIhKiqqTJ91ZrOZIUOGsGjRIpYsWYLNZmPQoEH06NGDRo0a+T8D+/Tp409kFW0/duzYUq9x/trKHsr+effhhx8ycuRIbrnlFhISEvwJ+dKuD8tynRAdHX3ac3EmjRo14p133uHUqVNs3bqVW265hY8//jjg8/90yntMpcX692vPyvj000958MEHmTx5Ms8//3yx9WV9fct6buPi4gKuuZVSXHHFFUDhe9XhcJCVlVViPcG8jjmdkt6jc+bMwe12884779CpUycsFgtQ/LWLjo4mKyur2IQ4bre72EDiMTEx6PV6srKySrw3K2oEsG7duoDz9e233wLVf+0nRHWSZFMtsG7dOj7++OMS1xUlFoouCMaOHYvRaOSzzz4rU90bN24s9kvN3LlzMRgMnH322QHL/569//DDD8u0j/LWYbfbi314AwwfPhxN0/jmm28ClmdmZvLTTz8xcuTIcsfzV6tXry42W8rcuXOxWq0MHDjwjNtPmDCBLVu2nHEmsSKaptGxY0duueUW7rrrLo4cOVKs5dLpyrRu3RqAbdu2BWxT9OtLWXTq1IlWrVrxxRdflHsmkb+yWq0MHTqU1157je7du/u7YAar/vLutzSlvbdO55prrsHpdPLxxx/z7rvv0qVLl2IzlFVkX5dffjmhoaG8+OKLzJo1i86dO9O/f//T1tmpUyfi4uKK/Q0AfP311yQkJNCxY8czH1QZYy3P/s50vH//2589e3axZFF5eDyegBnloPDvFfB/FpQnfqvVyuDBg/03YEU3FT179iQmJob77rsPt9sdcLNR1e9vIYQoq5EjR7J27dpiN6RfffUVQEArpdGjR7N161Y++ugjhg4dislkQtM0Ro4cybfffsuaNWuKJVYmTJjA6tWrK/UjQWn+/v2QlJR0xu/z0xkxYkSp13TlodPp6Nq1K3fddRfXXXcd27dv9ycGin40Le17rzzHVNTNqsjx48dZv359pa9ri6xatYorr7ySPn368PHHHxdrFQxlf32DcW6LjqsomVJk06ZNHDp0KCjHbTKZMBqN5b7mg8LX3WQyBSz76KOPAp6PGDEioMVTkXnz5hW7tpkwYQJer9f/t1he/fv3x263F7uW8Xg8fPfdd3Tv3j2oiUkhqpMkm2oBh8PB9OnTmTp1KuvWrcPhcJCSksI777zD008/Tbdu3Rg7diwATZs25cknn+Sll17igQce4ODBgxQUFLB7925ee+01/3ToRQYOHMjMmTPZvn07mZmZvPXWW7z55pv861//IiEhASjs8hMeHs5//vMfjhw5wsmTJ3nqqafIzs4u8zGUp44uXbqwefPmYomXNm3acP311/Paa6/x+uuvk5GRwa5du7jwwgvxer089thj5TyzgQYMGMAVV1zBnj17SE9P58UXX+STTz7hvvvuK7Gp79/ddddddOrUifHjxzNv3jzS09PJyMhgzZo1/POf//RPMzpmzBg++ugjDh48iNPpZOfOnXz55Ze0aNGCli1blrlM37596d69O48++ijbt28nIyODN954o1xNaTVN4+2332bDhg1ccskl/P777xQUFHD48GG++OILBg8eXOq2S5cu5bLLLmP58uWkpaWRl5fHt99+y549e/xj2lSm/srstzRdunQhMzOTlStXljnR0bVrV/r27cszzzzDmjVrytyq6Uz7Cg0N5fLLL+fDDz/k1KlTZapXr9fzzDPPsG7dOm699VaOHTvGsWPHuPnmm1m/fj3PPvtsiReRFY21PPsrrY5mzZrRo0cP/vvf/7J582ays7P5/PPP+fjjj4uNDVEeTZs25Z133mHZsmXk5OSwcOFCbr/9ds4++2z/mB7lPV+jR49m8+bNnDhxgjFjxgCFF50jR45k4cKFhIaGBiQEq+L9LYQQFfHggw9iNpuZMmUK27ZtIzMzk/fee49nn32WGTNm0LNnT3/ZokTSwoUL/Z91UHjtsWzZMlwuV7Fk08MPP0zjxo0555xzWLx4MVlZWZw6dYoVK1Ywffr0Co+zM3HiRBYsWMBXX31FXl4e69evZ9q0acXGbyyP+++/H5/Px9SpUwOu6fLz88u0/aBBg/j8889JSkrC6XSyZcsW5s+fT/fu3f1dpDp16oROp+OHH34oltAo7zGlpKTwxhtvkJGRwc6dO7n44oux2WzcfffdFT4Hf6178uTJxMfHM2/evFKHACjr61vZcwuFXeuHDBnCHXfcwbx588jJyWHt2rVccskltGjRgn/961+VPm6dTkfHjh1ZuXJlucYzGj9+PD6fjzvuuIOMjAwOHz7MNddcE9ArBArHqOrfvz+33HILS5YsIScnhyVLlvDRRx8V6+o5ZswYLr/8cm6++WbeeOMNkpOTycvLY+vWrTzyyCM88MADp40pLCyMhx56iLlz5/Loo49y8uRJDh06xIwZM0hKSuLZZ58t+4kRorapwsHHRRl5PB61YMECNX36dNW+fXtlNpuVzWZTXbp0Uffdd1/AFKFFfvjhBzV69GgVERGhLBaL6tixo7rlllvU/v37/WWaN2+upk6dqn755RfVv39/ZTabVWJionr88ceLzay0evVqNXDgQGWz2VR8fLz697//rZKTkxWgnn322WJ1lqSsdRw6dEiNGDFC2e12Baj27dv71/l8PvXiiy+qjh07KpPJpCIiItTEiROLzQB3ujhKEh4erq699lq1fPly1atXL2U2m1XLli0DpkL/e9mS5ObmqgceeEB17NhRmc1mFRMTo4YMGaLeffdd/8xjv/32m7ryyitVq1atlNlsVs2aNVMzZ85Uhw4d8tdTljJKFU5BO3LkSGWxWFTjxo3VQw89pPbs2VPqbHSrVq0qMe6tW7eqadOmqbi4OGUymVTLli3VtGnT1Nq1a0s9Z263W3366adqxIgRKjo6WoWGhqru3burF154odjsHmWpf+rUqap58+bF9vP3WffKut+SZjZzOBzqsssuU1FRUUrTNAX4/35ONxPam2++qQBlMplUampqsfXl3VeRopn1Squ3NHPnzvX/LdlsNjVo0KCAGR2VKt9sdGeKtSz7O10dBw8eVBMnTlQREREqIiJCTZs2TZ08eVK1bt1aTZkyxV9HeWaja968uUpOTlYTJkxQdrtdRUVFqZkzZ5Y4e2JZ4ldKqY0bN/pnqPmrd955RwFqwoQJJcZTmfe3EEKcyd9noyvNzp071ZQpU1RkZKQyGo2qffv26qmnnlIejyegnM/nU40aNVKA2r59u3/50aNHFaDsdrtyuVzF6k9PT1d33nmnatu2rTKZTKpx48ZqxIgR6pNPPvHHVjTD2s6dO8t0bAUFBer2229XCQkJymq1qrPOOkutXbtW3Xjjjcput/vLlVbvwYMHS5zpa/369Wro0KHKYrGouLg49cADD6hff/21TDOmrV27Vl1yySWqWbNmymKxqJYtW6qbb75ZnThxIqDc888/r5o1a6b0er0C1KefflqhY9q2bZu66667VGxsrLJarWr06NHq999/D9hXRWej++233xRQ6mPx4sX+bcvy+lb23BbJzc1Vd911l2revLkyGAyqcePG6sorryw2myIVnI1OKaV+/vln/zU94L8vKJqN7sknnyxxu08++UR16tRJWSwW1aZNG/W///1PLV68uMTzddVVV6nIyEgVEhKiJk+erE6cOKGaNGkSMBudUoV/c2+//bbq37+/stvtKiQkRPXs2VM9+uijZb7++/DDD1WvXr2UxWJRISEhasSIEWrFihUBZWQ2OlHXaEpJ34D6qkWLFgwYMIA5c+bUdCg1LiIigmnTpvHGG2/UdCiiAUlKSqJFixZMmTKFL774oqbDqTOmTZvGunXryjRgvhBCCCGEEKL2kW50QghRRYrG+pk5c2ZNhyKEEEIIIYQQ1UaSTUIIUQUOHz7MK6+8Qp8+fQLGzBBCCCGEEEKI+k6STUIIEWRt2rShXbt2NGnShE8++aSmwxFCCCGEEEKIaiVjNgkhhBBCCCGEEEKIoJGWTUIIIYQQQgghhBAiaCTZJIQQQgghhBBCCCGCxlDTAdQ3Pp+P5ORkQkND0TStpsMRQghRRyilyMnJISEhAZ2u6n4LcjgcuFyuoNRlMpmwWCxBqUs0bHL9JIQQoiLq4vUTNIxrKEk2BVlycjKJiYk1HYYQQog66siRIzRt2rRK6nY4HLRsHsGJk86g1BcXF8fBgwfr/cWSqHpy/SSEEKIyqvr6qUXLCFJOBOf6CRrGNZQkm4IsNDQUKHyzh4WFlXt7pRRZWVmEh4fLL3ulkHN0ZnKOykbO05nJOTqzYJ2j7OxsEhMT/d8jVcHlcnHipJPDW8YRFlq5S4DsHA/Nuy/A5XLV6wslUT0qe/1Ulerb52B9Op76dCwgx1Pb1afjqU/HUl3XTyknnOw6MIrQsMqnUHKyPXRotaTeX0NJsinIiv5Yw8LCKpxsUkoRFhZW5//wq4qcozOTc1Q2cp7OTM7RmQX7HFXHeQ4J1RESqq9UHT58QYpGiMpfP1Wl+vY5WJ+Opz4dC8jx1Hb16Xjq07EUqY7jCA0xExZirHxFPnfl66gDJNkkhBBCNDC+P/5Vtg4hhBBCiAZDaYWPYNTTAMhsdEIIIYQQQgghhBAiaKRlkxBCCNHA+P54VLYOIYQQQogGQ/3xCEY9DYAkm4QQQogGRuFDVTJdVNnthRBCCCHqEs2nofmCMD5nEOqoC6QbnRBCCCGEEEIIIYQIGmnZJIQQQjQwXqXwqsq14a7s9kIIIYQQdYmmCh/BqKchkGSTEEII0cCoP/5Vtg4hhBBCiAYjGINeFtXTAEg3OiGEEEIIIYQQQggRNNKySQghhGhgvH88KluHEEIIIURDId3oykeSTQ2Az+dD0zQ0rWGMei+EEOL0CmfurWw3OiFqH6UUSoFOJ9c8QgghgkuSTeUjyaZ6SinFb8t3sPTTNezeuB8NjS5ntWfUpWfReUDbmg5PCCGEECJoUg7ksPKjg2z47ijOPA+NWoVw1rQWDJraHKNZX9PhCSGEEA2OJJvqIaUUX/9vId++tgi3y4PZagKlWPv9JjYt3cb0/0xm9KWDazpMIYQQNcQXhNnofDIbnaglDmxK542r15J5woHRrENv1JG0NZOkLZv5fckJ/vlmP0xWueQVQghRST5V+AhGPQ2ADBBeD+1av5+5ry9Gp9cRkxBJaKSd0KgQouMj8Hq9fPLUXI7uPVHTYQohhKghKkgPIWqax+Xlg9s2kHnCQWSClbBYC/YIE5HxVuyRRn5feoKl7+yv6TCFEELUF3IBVWaSbKqHln+5DpfDTUiELWC5pmmEx4RSkOtg1bfrayi6+qtwnIgG9OkhhBBC1LDty0+Ssj+XsFhzsXGaTFYDOj2s/uQgHpcMaS+EEEJUJ2lTXA/t35KEwaQvcUBwTdPQ6XXs33q4BiKrn7YdOM73a3awcfdRlFJ0ahHHOQM70r9TMxmUXQhRK3lReCv501pltxciGJJ3ZaEUpY7LZAkxkn3SQeYJBzHN7NUcnRBCiHolWC2TGsgllCSb6iGjxYg6TT9Qn09hNBurMaL6a8G6nbz+7RocTjdmkwENjXU7DrNx9xEuHtmDy8f2kYSTEKLWCcaQAw1kuAFRy+mNOvijZXFJ37fKV7jcYJLG/EIIISpH8xU+glFPQyDfvPVQ75Fd8Hp8+HzF38VeT2Ez8p7DOlV3WPXO0ZOZvDl3LR6Pj9iIEMLtVsLsFhpFhKDX6fjipy1s2Zdc02EKIYQQ9VaHIY0wWvQ4cj0lri/IdtOsWwThjS3VHJkQQgjRsEmyqR46+4J+RDQKI/1Elj+5BOBxe0hPyaJxYjQDz+tVgxHWD0s37iXP4SIy1Frs19QwuwWX28PCX3bVUHRCCFE6X5AeQtS0xM7hdBrWmPwsN878PxNOyqfITnVgMOsZeU0baWUshBCi8oJ1AdVALqKkG1091KhpNP96+Qr+d/tHpB3P8A9ardNpNGnVmFteuoLQSBm3oLL2HU1Fp2mlXsAaDXp2J52s5qiEEOLMfGj4qNzNd2W3FyIYNE1jxvO9cBd42f1zKrnprsKxMDSwhhmZ9O9O9Dy3SU2HKYQQoh7Q/ngEo56GQJJN9VTHfm145od7+GXBZg5sTULTabTr1ZK+Y7phsZlrOrx6waDXo04zuptPKUxG+RMTQgghqlJIpJmbPz6L3T+n8vuSEzjzPMQ0s9F3cqIMCi6EEELUELkTrsfsYVZGXDyQERcPrOlQ6qXeHRJZs+0gXq8PvT6wR6pSCq/Xx4DOzWsoOiGEKJ0MEC7qG51Oo+OQRnQc0qimQ6mTlFLkHkgnZ18amk5HZPc4LI1CajosIYSoXYLVBU660QkhTmdYj9Z8vXwLR1OziA6zYdAXTrvs9flIy84jItTKmH7tazhKIYQoTrrRCSGK5B/PZucLq8nYcgKv04MGGOwm4ka2pt31AzDYZAZjIYQAmY2uvGSAcCEqKMRm5v4rxpDYOIKMnAJSMnJIycghLTuPmPAQ7r18FAkx4TUdphBCCCFEiVyZBfx270JO/XoUnUmHpZEdc6wd5fNx9LudbHtyGUqaMQohhKgAadkkRCW0Sojm1dumsGbbIbYdOI5SijZNYxnaozUhMjaWEKKWKmwFXtmWTUKIuu7Yj3vIO5iBOdqGzvDHb9AaGMMsaEY3qWuTyNh8nKheCTUbqBBC1Arqj0cw6qn/JNkkRCVZzEZG9G7LiN5tazoUIYQoE0Xlk0UN4zJJiPrt+OK9aHrtz0TTX+gtBjzZTlJWHayxZNOx3Vms+Pggvy1Ixu300bxrBEMuaUGvc5qg00lXXiFE9ZJudOUjySYhhBBCCCEaIFdGAZpRX+I6TStM5rgyHdUZkt+25Sd466b15KY7MZp1aHqN35elsGPVSYZOb8mlj/VAk3yTEELUWpJsEkIIIRoYGSBcCAFgjQ8la2dqieuUUijA2shevUEBeVkuZt2+kbxMJ1FNrP7EF0B+tpvlHx2kTZ9o+k9OrPbYhBANmMxGVy4yQLgQQgjRwHjRBeUhhKjbEsa2A8Dr8hRb58l1oTcbiBvRurrDYsO8o2SmFBDeyBKQaAKwhRlRPh8rPj5Y7XEJIYQoO7lSFEIIIYQQogGKH9OWyB7xuDMcuDIL8Lm9eJ0enGn5eB0emk7oQGi7mGqP68jOLFCgL2EsKQCzzcCRbZl43A2keYAQQtRB0o1OCCGEaGCU0lCqct3gKrK9w+Hgq6++4siRI1x//fWEh4eXWnbdunUsX76cUaNG0adPn8qEWm+tX7+eL7/8ksTERG666aZi6x0OB5999hl79uwhKiqKadOm0aRJk3LVk5OTwwMPPFBsmyuvvJLu3bsHLFu4cCErVqzAbrdz4YUX0r59+0oeoahqBquRHo+NZv97Gzm+ZB/ubCdoYGkUQrMLOtNsSpdiLYuqQ2lJpiI+n0Jv1KHTS3deIUQ1km505SLJJiGEEKKB8f7xqGwd5fHyyy/z9NNP07p1a1atWsW0adNKTTadOHGCqVOncvz4cSwWiySb/iYvL4+hQ4cC4PV6CQ8PL5YkSk1NZcCAAURHRzNx4kS2bNnC448/zpIlS+jdu3eZ68nLy+Oll17i7rvvJi4uzr/cbg8cx+fWW2/lo48+4pprrmH37t1069aNefPmMWbMmKAfvwguY4iZDjcPovU/epF3OBPNoCOkdRR6U83dJrQfGMvSWftwO70YzYEDmCulcOZ76TVOZqQTQlQzSTaViySbhBBCCFHlOnTowNatW9m5cydDhgwptZzP5+Pyyy/njjvu4MEHH6zGCOsOvV7PG2+8QZ8+fbjmmmvYt29fsTLPPPMMPp+PVatWYTabAbjtttu44YYb+OWXX8pcT5Hp06fTpUuXEtdt2bKFl156icWLFzNq1CgAbDYbN9xww2nrFLWLMcxCRNe4MxesBl1HNCaxcziHtmQS3tiM0VSYcPL5FFknHVjsBobPaFXDUQohhDgdGbNJCCGEaGB8SheUR3mMGTOG6OjoM5Z76qmn0Ov13HzzzRU9vHqvLK299u7dS9euXf2JJoC+ffvy66+/cuzYsTLXU+Sdd97hvvvuY9asWWRnZwes++6774iLi2PkyJH+ZTNmzGD//v38/vvvZT0s0cDk5DjZsD6ZDeuTyclxBqwzmvRc/+YAmneLICfNxakjeZw6mk/G8QKsIUZmPNWLtv2qfywpIUTDpgXxX0MgLZuEEEKIBsaHDl8lf28q2v7viQez2RyQ4CiPtWvX8r///Y9NmzbVyDgx9Unnzp39iaGwsDAAlixZAsDu3btLHLupNDExMXg8HkwmE6+99hr/+c9/WLx4sb+l0549e2jVqlXAa9a6deEMZkVJr79zOp04nX8mGIreR0oplFLlPNqqVRRTbYuromr6eBwOD6+/up6vvthJRroDBURGWphyUUduuKkvFkvh7UlsMzv3fjuMzYuS2bnqJG6XlyYdwuk/KZGoBFvAcchrUzvJ8dRe9e1Yqm9nBKcLXN0/7WUiySYhhBBCVFhiYmLA84ceeoiHH3643PVkZmZy6aWX8vrrrweMDSQq5t///jfff/893bp1Y/To0ezdu9efDCooKChzPeHh4ezYsYPY2FgAHnzwQUaNGsX111/PqlWrAMjPzyc0NDRgu6IEV35+fon1PvnkkzzyyCPFlmdlZdW6mx+lFLm5uQD1Iglak8fj9fp4/tm1rFl9BJtdT2yjwrG/8vPczJu7ldTUDO66eyB6/Z/J8PZDw2g/NOwvtbjJysoCatdrU5DlYu9PJzm0Jg1XgYfoFnbajY4joVt4mWOrTccTDHI8tVd9Opa//+glag9JNgkhhBANTDDGtyza/siRI/7EAlDhVk0vvvgiSil27tzJzp07gcLWL0uXLsVkMnHDDTdUMuKGJTw8nI0bN/LTTz9x4MABLrjgAmJiYujXr1+ZujMWsVqtWK1W/3OdTsf06dO57rrrcLvdGI1GQkND/V3zimRkZAAUS0IVuffee7n99tv9z7Ozs0lMTCQ8PDzg/VQbFCW/wsPLnjSozWryeJYsPsA3Xx4kNMyMDSOZrqI1RvLz4duvDzJiZAdGjynbeEy15bU5uTubL67eQtrBfNBAp4ekpbls+/gk/a5qxaj7OpVpMPPacjzBIsdTe9WnY6nW+GWA8HKRZJMQQgjRwPiUDm85x1wqqQ4obMESjORA//79cTqdZGZm+pcppSgoKPC3YhDlo9frGT16tP/5c889h91up3v37pWq1+Vy4fF48PkKr5Y7derE/Pnz8Xq96PWFAznv2rXLv64kpXW31DStVt74FMVVG2OriJo6nnlz9+DxKKxWI39vwGa1GslIdzBv7h7GjG1d5jpr+rXxun18deMm0vbnExpnRmco/GxUSuHIcrPuzQPEdQqn+5TEM9RUqKaPJ9jkeGqv+nIsdT3++kwGCBdCCCFEjTv33HN56qmnAh4Wi4Xx48dz77331nR4dU5+fn7A4NzHjx/nxRdf5MYbbwxoqXQmv/76Kzk5Of7neXl5vPnmmwwdOtSfLLrgggvIzMzkiy++8Jd7/fXX6dGjB23btg3C0Yj64tjRHAyG0m8/DEYdR4/WrS4x+5afJHV3DvZYkz/RBIU3wNYIE8qn2PDBoVrXPVQIIaqatGwSQgghGhiFhqrkTCjl3X716tWsXr2aw4cPA4XJiMjISM4777wSB5AWp/foo4+Snp7OunXryMzM5NZbbwXgv//9L1B4o/vPf/6TuLg4IiIimDdvHqNGjeKxxx4rVz3Hjx9nxowZdOnShdDQUJYsWUJ0dDRvv/22v442bdrw9NNPc/XVV/Ptt9+SnJzM9u3bWbRoUVWfBlHHxMTa8HhK7z/icfuIibFVY0SVd3RTBsqnMJj1Ja43hRg4sSObgkw3tkhTNUcnhAgmzVf4CEY9DYEkm4QQQogGxouGt5LJpvJu73A4yMzMJDw8nLvvvhsoHBTc5XKVus1tt91G3759KxVnfdW0aVPCwsK45pprSlxvtVpZuXIlCxcuJDk5mVtuuYWePXuWu55JkyYxdOhQli9fTlpaGldeeSWDBw9GpwtsnXLHHXdwzjnnsHr1amw2G+ecc065xoYSDcN549uy7KdDOJ0ezObA2xCn04OmwfgJdas1XFl68EgvHyHqCUVwZpJrIA0dJdkkhBBCiCo3atQoRo0aVa5tHnrooSqKpu676qqrzljGaDQyfvz4StcTERHB5MmTz1iuU6dOpY7RVN/5vD4KMtwYLDrMIcaaDqfWGjOuNX0+3c6v644SEmomNLSwpU9OjovcHCd9+zdhzLiyj9dUGzTtHYWm03A7vBgtxVs3OXM9NOsbhTVC3hdCiIalViSbli9fzq5du5g4cSIJCQkVKuNyuVi6dCkpKSl07dqV3r17V1kZIYQQoi7zKZ1/gO/K1CFEQ+fK97Dx/YNs+TSJnBMFaDqNlmfH0vea1jTrLy27/s5iMfC/18/h8UdWsnTJQY4nF44HZg8xMXFye+5/6Gys1rqVlGk9NJbGncJI3ppJaJwF/V8HCM90o9Nr9LuypQxiLER9oLTCRzDqaQBqNNk0b948/v3vf2O329m4cSMdOnQolkgqS5nU1FRGjBiBy+WiW7du3HbbbUydOpU33ngj6GWEEEKIus6HDl8l5wip7PZC1HXuAg9fX7OeA8tPouk1THY9Pq9i1/xkDq5I5bzne9BxQpOaDrPWiYqy8sJLY0k6nMWWzScA6N4jjmbNw2s4sorRG3RMea03c678lVP7cgHQ6TV8HoXRqmPwjW3oMkneB0LUC74/HsGopwGo0WST2Wzm66+/JjQ0lMTEkqcDLUuZollqfvvtN2w2Gxs3bqRv375MmDCB8847L6hlhBBCCCGE2PTBIQ6sOIk1yoTR+mf3KUu4kZwTDhbd/zstz47FEi6DQpekWfPwOptg+rvYNqFcM28I2+YeY+ePx3HleWjUIYzuFyXSrG9UvWvVpJRi7aqjfPXZDrZuSsFk0jNkeDOmXNKJtu2lRZ8QolCN/iw5ZswYOnbsWKkyPp+Pzz//nCuvvBKbrXD2it69ezNo0CDmzJkT1DJCCCFEfeAL0kOIhsrnU2z+5DCaTgtINEHhTIAhsWbyUp3snJ9cQxGK6maNMNH3Hy2ZMWcQ18w7m4nP9qB5v+h6mWh67cX13Hz1Dyyav5+M9AKOJ+cw+72t/OOib1m++GBNhyhE1VFBfDQAtWLMpso4cuQIOTk5xQak7NSpExs2bAhqmZI4nU6cTqf/eXZ2NlD4QaxU+d9FRdtVZNuGQs7Rmck5Khs5T2cm5+jMgnWOqvMcSzc6ISrHleMm+7gDk63k6e51Bh1okL4/r5ojE6JqrV6exKzXN6E36IiPDfEvV0qRciKPh+5ezpfdGxHbyF6DUQpRRWTMpnKp88mmouROREREwPLIyEj/umCVKcmTTz7JI488Umx5VlZWhZNNubmF/b3r2y8hwSLn6MzkHJWNnKczk3N0ZsE6R6f7rhFC1C56sx6dQcPnLrmNn1IKFBhLSUYJUVd9NWcHLpeP+FhbwHJN04htZCflRC4/zt3LjJk9aiZAIUStUeeTTVarFYCcnJyA5dnZ2f7ucMEqU5J7772X22+/PaB8YmIi4eHhhIWFlft4ihJU4eHhcmNXCjlHZybnqGzkPJ2ZnKMzC9Y5qs7z61NaEGajk/eDaLiMFj1tRjZm21dHsEQYi/39uvK86E06Wo9oVEMRClE1tv6WgsVSchJVr9dQCnZuP1XNUQlRTaRlU7nU+WRT8+bNMZlMHDwY2D/44MGDtGnTJqhlSmI2mzGbzcWWa5pW4RuHom3lxq50co7OTM5R2ch5OjM5R2cWjHNUrckmNHxUbn+V3V6I2kC5MyF/P2g6sLVDM5S960+fq1qyb0kKOccd2BuZ0Rt0KKVw5XlxZLpoNy6ehJ6RVRe8EDVAr9fhO0PnDb1BulmL+knzFT6CUU9DUOc/CYxGI+PGjWPOnDn+X5eTk5NZtmwZEydODGoZIYQQQghR9ylPLr5DL6O2TEftugO183bU1un4jryL8rnKVEeTXlFMfKUXoXEW8lKcZCcXkJ3swOPw0v6ceCb8t6ck6UW9M2R4M5xOT4nDhbjdPnQ6jb4DEmogMiFEbVOjLZt2797NsmXLyMzMBOC7775j165d9OnThz59+pS5zNNPP82gQYOYNGkSAwYM4MMPP6R///5Mnz7dv69glRFCCCHqOp/S8FayCbd0oxN1lfI5UXsfgqz1oDODIaJwhScHjn2AciZD6/+gaWf+Tbbt6DiaDYxm9w/HST+Qh8Gio/XwRsR1i5BEk6iXplzSiR+/20dqSj4xjWzodIXvc4/bR2pKHi1bRzBqXKsajlKIKiLd6MqlRpNN6enpbN68GYBrr72W/Px8Nm/eTNOmTctVpkOHDmzdupUPP/yQlJQU7rzzTmbMmIHBYAh6GSGEEKKuU+hQlWzcXNnthagxacsgewMYIwqTTUV0keDNL1wfew6E9ylTdeYQI90ubuZ/npvuJONoPiExZkxWuYasj5THAcfXoU79jvJ50SJaoTUdimYOr+nQqlznro146KlhPP6fFaQczy2cxV2BTqfRvFUEz702FnuIqabDFKJqqD8ewainAajRb8CBAwcycODASpcBaNq0Kffdd1+1lBFCCCGEEHWTOrXoj7vj4mNuoreBJweVtgStjMmmIoc2pLP8jX3sWXESn1dhCTPS56JEhl3XhpDoEvYl6iSVnYTv1ych+wjK58Xl8uJ2KvKds9iWP5UO551LYvv6nXQaN74NPXrFMf/bPez4/SRGk57+g5oy5tzWhIRKokkIUUh+bhFCCCEaGG8QutFVdnshaowzBXTG0tdrOnCeLFeVO39KYfYNGyjIcGEONWAw68jPcPHTK3vZsyKVf346UBJO9YDyFOD75QnIScJFOCnHHLidXsBHZGgO7bUPeeXKbIbPHM45V7ar6XCrVFxCCNfc0KumwxCieikgGIN7N5CWTdIGXgghhBBCNBymaPB5Sl+vvGCMKnN1boeXr+/biiPLTURTK7YIE2a7gdBYM6GNzRzdmsFP/9sbhMBFjUteAzlHUOZITh514HJ40Rt0GIwGchwhhIa46N95B7P/bwtbVpyo6WiFEKJGSbJJCCGEaGAUWlAeQtRFWvSowv/xuYuv9DpAM6BFjyhzfTt/SiHjSD4hseZig4IbjDqMFj0bvzyCM+80CS5RrVz5Hnb+eJwNHx1i14LjuAvK9tr4Tm4G5SM/V+FyeDEYdfz5kmt4vHq6dziCq8DLwg8lwShEvVM0QHgwHg2AdKMTQgghGhiv0uFVlfu9qbLbC1FjYkZC6g+Qux309sIHgDe3cIDwyEEQ0a/M1aUdykMphcFU8t+EyabHkeMm60QBjVqHBuMIRCX89lkSy5/bRXZyAUqBpkFYEysj7+5ItymJp9/Y6wZNw5Hn8W/7Vz6lYdB7sdj17FhzEo/bh8Eon5VC1BsyQHi5yKefEEIIIYRoMDS9Ha3dExA9ElDgOgmuVND00GgSWpsH0bSy/x5rshtQCpSv5LsHr0ehM2iYbPIbb03b+tURvr9nC9knHNhjzYQ3sWKPMZOdXMC8u7aw7btjp91ei2gFgFIlv9ZGg4ejqY3RNO2PWdoayB2lEEKUQL71hBBCiAbGh4avkt3gKru9EDVJM0WhtX0Y5TgGebsBHYR2RjPFlruuDsMbYbYbKMhyY4sMnIlLKYUj20P74Y2IiLcGKXpRER6XlxX/3YPX5SMs4c/XQm/SERpnIee4gxUv7qbjufHoDSX/Hq8lDkft/YpQaw7Zmj6gdZPV5MDr1bNxT2cceR66Dm6M0aSvjkMTQlSXYHWBayDd6KRlkxBCCNHAFCWbKvsQoq7TLE3QokegRQ+rUKIJILqZnX7TmuHM95Kf6fK3cPK6fWSfcGIOMTD8hjbBDFtUwJENGWQczsMWbSq2TtM0rJEm0g/kcmxTRql1aLZYdN1vwGi3EROZj9WYh9VcQHhIDnqDl5+39WTj1gT0Bo1Rl7WuysMRQtQA5dOC9mgIpGWTEEIIIYQQlTDhwc74vIoNXySRedyBptNAKcIaW5j0aFfaDWlU0yE2eI5MFz6PQl/KGEp6kw6vR1GQVcLA8X+hJQ7FYI/Du+4bXHvWgNvD7gPxrPm9I5u2JWI0K8b/swMDxp9h/CchhKjnJNkkhBBCNDA+dPgq2bi5stsLUZ8YTHqmPNmds//Zmp1LUnDkeohKtNFlXByWEGNNhyeAsAQrBpMOt8Nb4vhZ7gIvBpOO8IQzd3fUotoTc+49qG55rPjiAL/+fgyXw8vg8yMZdlErup3duNjMhEKI+kD74xGMeuo/STYJIYQQDYxPafgqOV5AZbcXoj6KbRlC7MyQmg6j1ks+nM0vy47iKPDSpHko/Uc0xWyp2tuShO4RxHUN58iGdIxWfUAySPkUBRkuWgyMoXGnsDLXGdvUzoW3deXC27pWRchCiNrG98cjGPU0AJJsEkIIIYQQQlQ5p8PDq4/+yuKv9+PI9/gH145rGsq/Hh9A/+FNq2zfmqYx5oHOzLnqV7KOFmAJN2Iw6/A4fTiy3IQ0sjD6gU7SIkkIIYJE2sALIYQQDYwKwuDgqoE0ARdCBM8rD/3CvNm70YDYOBux8XYioi0cP5LD4zevYMdvqVW6/2b9orn0w/60GxOHz6soyHSjvIr2Y+O57KP+NO0VVaX7D4bsvensm72NPe9uJnnJQbwOT02HJETDoYL4aACkZZMQQgjRwPiUDp+q5JhNldxeCNGwJO3LZOm3B7DaDYSGm/3LjSY9sfE2Th7L44u3tvHQ68OrNI6mvaK47MMBZCTlkXfKiT3WQmSirUr3GQzuXBdbn17DiVVH8Dm9/iFfrHEhdL97ILH9m9RsgEI0BEorfASjngZAkk1CCCGEEEJUMaVUg+6ite6nozgKPMTGF0/saJqGLcTIryuOkZPlDEhGVZXIZnYim9mrfD/BoJRiyxM/k/zTIYwhJkzhZjRNw+f2UnA8l40PrGDAy2OI6BBT06EKIapIQUEBP/30E6mpqQwePJg2bdoErPf5fKxYsYKDBw8SFhbG4MGDiYuLq6FoC0mySQghhGhggjG+ZQMZ21KISlFuF/kb15O/fh3etFQ0swVL957Y+5+FIbphJQbyc91oGqUm3AxGHW6Xj4I8T7Ukm+qSzB2nSPn5CMZQE0a7yb9cZ9RjaWSjICWPg1/spOcDQ2owSiEagBpq2fTLL78wZcoU4uPj6dGjBy+99BI33HADM2fOBCA9PZ0RI0aQnZ3NsGHDOHbsGJdffjnvvvsul156aeXjrSBJNgkhhBANTOFsdJXtRtdwW2gIURY+l5OMj9/HuXsHoKEZjfhysslbvhTH5k1EzrgaU9NmNR1mtYlLDEEp8Hh8GAzFP38K8j1ERFuIiLbUQHS128m1x/A6vZgiip8bTdMwWA2krDqC1+lFb9bXQIRCNBA+wBeE659y/GKXmZnJxIkTueiii/jf//4HgNfr5ddff/WXef/99zl06BBJSUmEhRXOqPmvf/2Le++9t0aTTTLgghBCCCGEEEGWt3IZzl070Nns6MMjCv8bGobTEknG8WzS5nyC8jWcNoJDxjUnupGNjFQHSgWOjut2eXG7vIy9sA0mSZYU4y1wo2laqa3CNL0On8eHzyWDhQtR33z44YdkZ2fzxBNP+Jfp9XoGDhzof24wGDCZTNhsf3ZTjoyMxGCo2bZF0rJJCCGEaGBkgHAhqpZyu8lfvw70ejRjYbenfceMLNlgZ/shMz5fHGEWN6OzljHp7rOxhRhrOOKqkZ3u5MiuLHQ6aNk1khsf6sczd63mZHIe9lATBoOOgnw3LqeXjj1iuWhm55oOuVayNQ0FQHl9aPrin73eAg+2pqEY/tLFTghR+2VnZwc8N5vNmM2B3Yh//vln+vTpg9vtZvbs2RiNRvr370+LFi38Za6++mpWrlzJOeecw5gxY0hOTmbBggW8++671XEYpZIrRSGEEKKB8QXpIYQomTczA19eLro/bho27zPz0pdRrN9lxecDvQ7Scgx8+mYST1y9gvxcdw1HHFx52S7eu38jtw/5gf+btpzHpy7n9qE/krE/n0feGE6/YU1RPoWjwENohJlLbujKUx+MJjxSutCVJGF4C0wRFpzpxVuFeZ0elE/RbEI7NJ10bxaiKimfFrQHQGJiIuHh4f7Hk08+WWyfaWlpZGdnM2DAABYsWMAnn3xCx44deeWVV/xldDodUVFRJCUlsWPHDrZt24bJZCqWuKpu0rJJCCGEEEKIYNLrAQ2lFA6nxseLw3G4dESFeSnqCWUxePBa9fz+cwrfz9rNRbd0qdGQg8WR7+GFa35m288pWGwGwmLMKKXITnfyxXPbGDq1JU99MJr01AIK8tzExNmw2upny65gMUVY6HxrX7Y+tZaClDyMdhOaXsNT4MbnUcT2iafFBe1rOkwhRDkdOXLEP8YSUGJyyGazsXXrVjZt2kTPnj0BeOONN7j55pu5+OKLady4MY899hgLFixg+/bthIYWtoR85JFHmDRpEocOHQroXledpGWTEEII0cD40AXlIYQomT4yCmN8AqqggN/2WsjI0RNm+zPRhM8HmoY51IreqGPxnP143PWjveCauUnsWHuS8BgLoVFmDEYdRpOeiFgL1jAjP39zmD3rTxHT2EZiq3BJNJVR07Gt6fv0CBqflYhSCp/biyXWTod/9qTvUyMwyHkUouqpID6AsLCwgEdJyaZ27doRGxvrTzQBjB49Go/Hw65du4DC2eoGDx7sTzQBjBs3jtTUVPbv3x/MM1Au0rJJCCGEaGB8aJWeTc6HdNeoacnJycydO5fY2FguvPDCYuuVUqxcuZI9e/YQFRXFuHHjsNvt5a7H6XSyYsUKDh8+TIsWLRg+fHjAoKP5+fm89dZbxbYbP348bdq0qeRR1k2apmEfPAz3Zx+RkuJB01RhYycA5QOfD81mQzMasdogK81BdrqDqMY18+tzMK388hAoMFmKD/RtDTGQn+VizdwkOvSPrf7g6rjYfgnE9kvAlenA6/RijrSgM8mA6kJUG6UVPoJRTxmdf/75vPjiiyQlJdGsWeEMpr/99huaptGqVSsAWrZsydq1a/F6vej/+LLZuHEjOp2O5s2bVz7eCpJkkxBCCCFEHVJQUMDll1/Or7/+islkomnTpsWSRHl5eYwdO5YjR44wevRo9uzZw2233cayZcto3bp1mev58ccfuemmm2jTpg3NmjXj+eefB2Dp0qU0adIEKBzg9LbbbmP69OlER0cHxNCQWbr1IDQzA9PmdSivQrk9aDoADc1ixRAZBYDX40On0zBb68dledqxfIyWkls+apqGptM4lZxfzVHVL6YIGdtKiIbirLPO4uqrr2b48OFceeWV5OTk8Oabb3LPPfeQmJgIwL333kv//v0ZPnw45513HkePHuXdd9/lgQceCOimV93qx7eaEEIIIcrMh1bplknSsqnmKKWYNm0an376Kddffz379u0rVubZZ59l37597Nq1i4iICACuuOIKrr/+ehYtWlTmeiIiIli9ejXx8fEAuFwu+vbtyz333MNHH30UUPbuu++mS5f6Me5QMGiaRsjQEQwxNOeHqStxaiZsdh06ixXNbKZoTKf8PA+Dzk3EHlY/ZhILjzWTllx6olH5FBGNJFkihKiDaqBlE8Bbb73F/PnzWblyJaGhocyfP5/Bgwf717du3Zp9+/YxZ84cDhw4QHx8PD/99BMDBgyofKyVUOZkk8PhKFfFFot8iQghhBC1kVKV70angnGxJSrEZrOV2N3trzZv3ky/fv38iSaAMWPGMH36dFJTU4mNjS1TPQMHDgx4bjKZOOuss9iwYUOxsj/++CNr1qyhTZs2DB061N+Uv6FrM6gVAyYdZ9Xcw+h1RqwmI6Dh9fjITHVgDzUy8ZoONR1m0Ay5oAX7fkvH4/JhMAW2cHLkedAbdfQ/t2m1xqSUIjfVidftI7SRBb2x5JZXrrRcMjcexJPvwtI4jIheLdGZ5bd5IcQflAa+6k82QWHX9PHjx5e6PiIiguuuu67M9fl8PrKzs8tcXq/XB4wJVRZl/vS0Wq3lqvjv03IKIYQQQojq0apVK7755htcLhcmU2GLmY0bN6KUYseOHQwdOrRC9TocDhYsWMC4ceMClptMJlasWEFMTAyPPfYYUVFRzJs3zz++xN85nU6cTqf/edEFr1Kq1l1DFsVUmbiuf6ofKMWvi4+RdiIfTdNAKSIaW5n5SB869o2ttuMOxvGczlkXNGPFFwc4sCUDa7gRW4gBpSAv240rz0OfcU3oPLhRUPZflmPZvuA4a97dz7EtmSgfhMVb6HtpcwZe1QqjuTAhqjw+jny6hpQFW/HkOQtfHw3MsWE0v3ooUf1aVzrWYB1PXSLHU3vVt2MR5bdjxw66du1a5vKdO3dm27Zt5dpHuVL1q1atKlO5IUOGlCsIUftkOgvYn5WGXtPRPjIWq0FmuBBCiPpCoUNVcja5ym4vqtadd97JZ599xtlnn82ECRPYu3cvmzZtAiAnJ6fC9V5//fXk5uZy//33+5eFhISwZcsWOnQobJ2Tl5fH4MGDuf766/n+++9LrOfJJ5/kkUceKbY8Kyur1t04KKXIzc0FCrvGVdTV/9eFc65uzs71qbicXmISbHQb1BiL3UhWVlawwj2jYB3P6Vz3Sg++e30Xezem4ixwoKERnWig+7DmjLu6Lbm5FX8P/tWZjmXL3GOseXs/XrfC3lSPptdw5uez6sOdHN17knH3dURv1HN8/m+cWr4DLVSPvlEkmk7D5/GSl+tg1wc/0cLgxd66cVBirszx1DVyPLVXfTqW8rTOqSylCh/BqKc2aN26NXPmzDljuf379/PYY4+Vu/4yJ5uaN28e0C/wTGVF3ZTtcvLWtl9YkLSHXLcTDY0oi40L23Th8va9MOjk5kIIIeo6r9LwVrIbXGW3F1UrISGBXbt2+cdv6N+/PzfccAP9+/cP6FpXHrfffjvffvstS5YsISEhwb88JCTEn2gCsNvtXHvttdx2220BM+P81b333svtt9/uf56dnU1iYiLh4eE1OphpSYqSX+Hh4ZW+KYvoFUGnXonBCKvCgnk8pQkPhxufbcTxAzkc3JaBTqfRrk80UXHBnW3vdMeSnpTHsicO4nFCaKwFlVs427gBA658D9u/SKNt3xy6jY4i54cdGD0+jKFmyPH+WT8mXEdzyPp+BwkPtAtq7OU9nrpIjqf2qk/HUr3xa388glFPzTKbzXTq1Ik+ffqcsWx4eLh/5rvyKHOy6dChQ2WutDxlRe1R4HHz759/YMPJo1gNRiLMVpRSZDgLeP33dRzPy+He3sPq/AeSEEII0RCEhoYyc+ZM//PXX38dk8lEt27dyl3XXXfdxaxZs1i8eDG9e/c+Y3mTyYTD4cDpdGKzFU8wmM1mzGZzseWaptXK64yiuKoytsIuLaDTVf3xV8fxACS0DiOhddUmD0s7lq1zk3Fke4mItxQbH8VkNZKf4WHDJ0k0j87Gm+vEFB1a7PZP0zQMNjO5247hSsvFHFO+8Uoqorpem+oix1N71Zdjqevx15S2bdvy3XffBb3sX5WrG11ubi4hISHl3omoGxYc3sOm1GNEW2yY9H++NaL1BnJdTr4/tIvxLTrQLSa+BqMUQghRWcFoBl5bmoCLkjkcDjIyMvyzyOXm5vLf//6XGTNmlLvl0N13380777zD4sWL6du3b7H1e/fupVWrVv4WTD6fj9mzZ9OrV68SE00i0OH9mXw9eyc/fX+QggIPzVuHM2lae8Zd0BaTSQZZr6i0g3ngU2ilJO9MVj2n9ufiybMV3nCXUk4z6PA53PgKXFUZrhCiLvD98QhGPQ1AuZJNUVFR9O3blxEjRjB8+HAGDRoks87VI98f2gVoAYmmInajiZz8XBYf2SvJpirmcLpZ+/shth84gULRrlkjBndvhd1aP6ZEFkLUPB86fJUcc6my24vKmTVrFtnZ2Wzfvp3U1FT++9//AnDrrbcC4PV6Oeeccxg+fDgRERF88sknxMTE8Pzzz5ernv/9738888wzTJ8+nZ9//pmff/4ZKGw1dfXVVwPw888/M3XqVEaMGEFoaCjz5s0jOTmZuXPnVvl5qOu2rD/BvdctIS21AJNZj16vseO3VHZsTmXNsiM8+soISThVkDnEcNqeKj6PwhphwNI47I/nXnSG4ufa5/SgtxgxRskP7kI0eEqr0ExyJdZTS8ybN48NGzaUOI6i0+lk4sSJfPnll+WeiQ7KmWx66623WLZsGR988AGPP/44FouFgQMHMnz4cEaMGEG/fv0wGmUg6brqeH42plKmKS5sYgkn8nOrOapCeflOVm8+wIGjaRj0Gh2bR9K/ewhGY/2ajnb/0VM8+f5iklOz8f3RbOAHbQefLNjIv2eMoHMrSfQJIYSAo0ePkp6eTv/+/YHiQxjY7XaWL1/O7NmzSU5O5qmnnmLSpEno/jb24pnqiY+P51//+lexdX8d9+mKK65g8ODBzJ8/n7S0NG655RamTJmC3W4PzsHWU06Hh8fuWEFaagGN4u1/dp+LhIJ8NysWHubLD3Zw6cyyzxYk/tR+ZGPWvX8QV74Hky3welH5FG6nl24TE4jo0xJTbCiu1ByM0SEBXXKU14fP4aLRyE4Y7MW7fQohRF338MMP895775W4zmw206tXL958803uvPPOctddrjv1K664giuuuAIoHJF82bJlLFu2jDfeeIMHH3wQu93O4MGDWbBgQbkDETUv2mLnVEF+qeuVUkSardUYUaFNO4/w39krSMvMRVH4I9XP4Sa+WLqTe68eTVxM7RpItKKycgt4fNYijp/KJirMhuGPX9e8Xh8nM3J44r0lvHj7ZBpFVv14AUKI+s2Hhq+Sg1NWdntROQ8++OAZy0RERHDTTTdVqp4pU6YwZcqUM+6rTZs2/tZQomx+XprEsaQcomOtxcZpstqM5Ga7mPvpLqZe1Rm9vupbEiqlyNiTRU5SLgaLgUa9YzDa6u6Pem2GxNBqUAx7V6SifGCy69E0DY/TS+4pF2FxVvpd3gK92UiLq4ex76UFuFJz0NvN6Aw6vE4PPocbW/MYEi7sV9OHI4SoDepZy6b8/Hz27t172rEcBw0axLvvvlv1yaa/at26Na1bt+aaa67hyJEjvPnmm7z88sssXLiwolWKGjaueTt2ZpzE7fNi1AW2cMr3uDHq9Ixs2qZaY0o6nsGz7/9Edp6DqHC7/2LLblLsPZzKE+8s4tnbJ2M21d2LoSIrNu3nRFo20X85TgC9Xkd0eAhpmbks+XUPl44988CsQghxOj6l4avkhU5ltw+WmTNnMm/evDKXf+eddxg/fnwVRiRE2ezfnQFKYSylm5wtxEhKci4ZpwqIaVy1rcQy9max/qnNnPztFB6HF02nYYu10vmKdnS8vG2p4xnVZjq9jmmv9+bL235j34pUCrLcoBW21o9tE8KF/+1JTKvCrnFRA9vQ3j6J5K/Xk7MjGW+BG73VSKORnUi4sF+1DAwuhKgD6lmy6dixY8TFxZ22TEJCAkePHq1Q/RW6Q09OTmb58uX+lk1JSUn06dOHG2+8kaFDh1YoEFHzzmvRge8P7WJ3RiqhJjN2gwkF5Lic5HvcDG/air6Nm1ZrTAt+3kFWTgGxUYHNmo0GPVHhNg4cTeOX3w9zdu/W1RpXVVi/MwmgxF8vdToNnV7HL9sOS7JJCCH+IiMjg6lTp5Y4cPXfvfzyyzgcjmqISogzMxh1fwzWr0qcTcnnU+h0GgZj6WM2eb0+tm86SUaag+hGNjr1iC33bHbZh3NYet0qcpPzMYebMIeb8XkVBWkONjy3BVeemx43dC738VUVpRTpOzJI25aOQmHtYCG8W3iJZe1RZma835/k37PYvzoVj8tH4w5htB/RCMPfknzh3RIJ75aI81QO3nwXpuiQOtt1Tvl8uA/vx5txCs1kwtSqAzqbdGsVQgSKiooiOTkZl8uFyVTy+MAHDx4kOjq6QvWXK9l03XXXsXz5cg4dOkS/fv0YOnQob7zxBoMGDZLZRuqBcJOFFwafx3ObVrIu5Qgn8nMAjVCTiYvadOWW7oPQVfPUkmu3HsJk1Jd4EWYw6PH6fPy262i9SDa5XB40rfRm8jpNw+XxVmNEQoj6SikNVclf1Sq7fTANGTKECy+88Izlvv3226oPRogy6nNWArNe1lOQ78FmDxzzVClFXo6bAUObEhFV8mQ8qxYd5u1nN3B4fxYetw+jSUfL9pHccG8/+g5pUuY4dny4l9xj+djjbf4WTPo/WjY50p3seH8Pbc9viT2+5q/1847nse6h9aRsTMXr9IKmYWyup3HLgwx4sC/W2OLDPWiaRpNuETTpFlGmfVRlKyalFMd+zyL7pAN7lInEHpHlTg6eiTvpADnff4YnJRm8hdeNmj0Ea/+h2Ieeg6aTyR2EqKhgXD8V1VMbREdH06ZNG1599VVuu+22Yus9Hg8vvvgikyZNqlD95Uo2vfnmmzRr1oynn36acePG0b59+wrtVNRejW2hPDv4PA5mp7M74xQGnY7uMfHEWmvm1xCX23vaL2ENDXc9ScC0bRbLlr3JJf7CqZTC4/HSLjG2hqITQtQn9WnMpi+//LJKygpR1br0bETvgfGsXXYEnU7DYi28LPf5FBmnCrBYDFx8RcktilYuPMSj/1pOQb6HiEgLRrMel8PL7q2nuP+6pfzfmyPpM/jMCSd3voeDPx7BYDOU2FXOHGEiP6WApJ+O0fGytpU74Epy5bhYfvNq0ndmYAo3YY40g6bwGrwcXZbMysw1jHxrKAZr7RxaYf/aU/zwxA6O/Z6Jx+VDb9TRuF0oY+/qQOcxwZkAxnPiKFmfvokvNxvNHgoGIyiFys8jf9kP4PEQMrpiN41CCMD3xyMY9dQSjz32GOeffz7btm3j6quvplWrVuTn57N161Yef/xxUlNTufbaaytUd7lS22vXruW6667j+++/p1evXiQkJHDJJZfw5ptvsnv37goFIGqnlmFRjGvejlGJbWos0QTQumkMTlfJySSfT4EGzeIjqzmqqjGybzusFiNZuQWoP2aiK5KT78RkMjC6vyR4hRBCiPpA0zQeenEYfc5qQm62ixNHczh+NIeTx/OwWA3868EBnDWyWbHtPB4fbz69AUe+h0bxdsxWQ2GyymagcZMQcrKcvPXMhmLXEiVxZbvwOr3oTSXfEmg6DXTgSHNW+ngr69APSaTvzsQaa8VoN/4xU7KGwWbAEm0hdfMpjiw9VtNhlujAL2m8f+UvHFqfhtGqJ6yxBXOIgWPbsvj4hg1sW3A8KPvJW70EX042WngUmtFUeI50OnQhhYmngl9X4s3KCMq+hBD1w4QJE3jvvfeYO3cuZ511FvHx8bRu3Zrzzz8fnU7H0qVLCQ8vuavymZQr9T9gwAAGDBjAvffei9vt5pdffmHZsmV8/vnn3HrrrURGRjJ06FA+/fTTMtd56tQp3n//fXbt2sVdd91VYmuppKQkPvjgA1JSUujatStXXHEFZvOffahvuummEsdgGDJkCP/4xz8AmD17NsuXLw9Y36RJEx555JFy7UtUrzGDOrB591HyClzYrX/2I1VKkZmTT6jNzLDe1TtoeVVpmRDNleP7M+u7dZzKyMVsLmxS73R5MBp0XDKmN51bnX4ANyGEKAufqvwA374z38dWu+3bt5OamlriOr1eT6NGjWjbti066UYiaonIaCsvf3wO61cns2bZERz5bpq2CGf0xFbENy25O9fW9SkcPZhNeJSlWEtoTdMIj7Kwd0c6e7al0b5rzGn3bwozYbDq8eR5MZbw26LyKfCBNbbkrnzV6dCCJDRAZyz+96s361A+SFp8hJbjm1d6X8rrxXkyGwBzozA0fenjZp2xLqVY8PQO8jNcRDS1+l8zk1WPMcFC1nEHPzyxg46jGqPTV/xz2VeQj2v372Au/r4A0Gw2VFYmzp1bsA0YVuH9CCHqn8svv5wpU6awevVqDh8+jMlkolu3bvTs2bNS9Va4nanRaGTw4MH06tWLgQMHsmDBAt566y3mzJlT5mTTq6++yhNPPMHYsWN57733mD59erFk044dOzjrrLMYNmwYAwYM4OWXX+bDDz9k+fLlGI2FN+N9+/bF7Xb7tzl69CiPPPII/fv39y9bvXo1mzdv5rrrrvMvi4qKKve+RPUa1L0lYwd1ZOGaneQ7XFjNRpRP4XMrTAY9M6cMolF0/ZkhZOLZXWgWF8kPP+9g855jKKXo2aU55wzqSN9OzUq8eBBCiPJSQZiNrraMN/BXDz30EF999dVpy7Ro0YJPPvmEgQMHVlNUQpyeXq9jwNCmDBhatklYMk4V4HZ7MZlLToCYTHpys1xkpBWcsS6jzUDLc5ux86O9+LxGdH+bpMSR4cQUZqTZqLKPAVVVnJkuNEPpiWLNoOHIrFwLLOX1kbroN1IXbcZ1MhMAU2w4sWN7EjumJ1oJk7icyYndOST9lokt0lRictAeZeLUwVz2rz1F28EVHy5BOQrA60Ur5Z5F03QoTYcqyK/wPoRo6JRPQ/mCMGZTEOoINpvNxpgxY4JaZ7mTTQ6Hg7Vr1/pnovv1119xuVy0adOGadOmMXz48DLXNXLkSK655hpSU1N57733Sixz991306tXL77++ms0TWPGjBm0bNmSjz76iKuuugrA33qpyKOPPkpISAjTpk0LWN6iRQuuueaaUuMpy75qA7fLw56NB8jPKSA6IZKWnRPrbRJCp9O4/uLBdGzVmAU/7+TgsTQMBh29OiYwclAXurat+YufYOvRrgk92jUp7CYIQR84Uggh6qsXXniBX3/9lQceeIAJEyYQERHBwYMHefbZZzl58iT/+9//eOaZZ5g6dSq7d+/Gai0+mLAQtV1kjBWjSY/L6cVsKX4p73J6MRh1RMWUbUDvTjPacnTFcXKScjGFGjHYDCiPwpnlAg26zuyArYSBt6tbWLMQMvdmlbhOKYXy+AhrVvEfIJXPR9K7izm1ZAsA+j9monMcT+fIe0spSEql2cwx5R5gOyfVgdflwxpe8m2XwazD4/KRm1q5RJnOHgImM8rlQDMV75WhfF5AoQuLqNR+hBD1T0ZGBp999lmJ6zRNw2q10qlTJ/r06VOuesuVbBo2bBjr1q3D6XTSvHlzhg8fzsyZMxkxYgRNm5bt15i/6tChw2nXu1wuFi5cyKuvvupPpsTHxzN8+HDmzZtXYgJIKcV7773HtGnTCA0N/MLZvXs3t9xyC+Hh4QwZMiQgc1eRfVU3pRQrv/6Vb19bxMmjaXg9PoxmA627NuOyeyfTtkeLmg6xSuh0GiP6tWNEv3b+wcDzcnMq3He0rpAkkxCiqig0VCUH+K7s9lXh7bff5tprr2XmzJn+ZR07dmTWrFl06dKFgoICXn31VZYsWcK2bdvo27dvDUYrRMV079eYxJbhHNyTQaMEe8APjkopsjOcdOnTiLado05Ty59Cm4Yw+s0hrH92C8fXnaQg1YGm17An2OhyVXvaXdyqqg6lXFpObMGR5cm4890YbYGtd9y5XnQmPS3Oq3gXupxtSaQt+x291YTe9meyRm8x4c13krZsGxH92xPeo2W56g2JNqM3anicPvQltMzyuHwYjDpCYio3bIdmMmPp2oeCtT+hrF40XWDLN5WXi84egrlj90rtR4gGTWmFj2DUU4ucOnWKJ598kqSkJAwGA/Hx8RQUFHDq1CkMBgONGzcmOTmZwYMHs2jRIiyWsnWtLleyKTExkRkzZjB8+HBatizfB21FJCUl4Xa7adGiRcDyli1bsmrVqhK3Wbp0KYcOHQq40ITCjFyrVq1o0aIFx44dY8qUKUyZMoX333+/wvsCcDqdOJ1//hKRnV3Yv1spVaaBGf+uaLuStv3p8zW8/8hX+DxeQiLt6I16XAVudm3Yz3PXvs2/3/knrboUH0iyPjHodac9R6KQnKOykfN0ZnKOzixY56g6z3F9mo3urw4ePMjgwYNLXBcdHc2BAwfo2LEjrVq1Iiur5BYSQtR2er2O6+7pwyM3L+dkch7hURaMJh0up5fsDCehESb++e8+5Wr1HtYilJGvDib7UA7ZSbkYrAZiu0ehN1V8rKJgazosgRZjEzn4QxKePA/G0MKEkyfdgy/PR5sLWhHXr1GF609buR3l9qKPKD54ld5mxpvnJH3ltnInm+I7htG0WwQHf03DZNMXSw7mpbmIbRVCq4GnH1+rLGyDR+HatwNP6gk0iwXNaAaft7DrnN6AfeREdLaam/hHiLpOKS0owwjUtqEI2rZty8CBA5kwYQL/93//52/UsW3bNi699FIeffRRunfvzuTJk3nmmWd48MEHy1RvuZJNH330EQCbNm0qNdn02WefMXXq1PJUW6qCgsK+5n9voRQaGupf93fvvvsu3bp1o1+/fgHLH3zwQeLj/5xWdMqUKQwePJhp06Yxbty4Cu0L4Mknnyw2yDhAVlZWhZNNubm5AAFfRs58J4s+XUF4Yxuh0SEB28T4IshMzebH2cuYfu/kcu+zrintHIk/yTkqGzlPZybn6MyCdY6KfqwQFde1a1defPFFxo0bF/Dj0Weffca6devo1KkTbrebHTt2VHrQSyFq0uDRzXnk1eG8/dxGDu7JwOP2YTTp6dQzlmvv7kvvQQkVqjesRShhLWrnWJg6vY6Bj/cjom04e784QMGpAtDA1tJK20va0HF6u8LZ8yrIeSztDGNC6XAkp5e7Xk3TGHdPJ96/8hcyjzmwRxkxWvSFXefSXJhsesbd3RGDUVfpHx304ZFEzLiJvJ/m49y1FZWfBzodhvim2IaMwdKld6XqF0LUT/n5+SxdupSTJ08GXMt26dKFZ599ltdff51vv/2WRx55hFdffbXM9VZogPBx48axevVq2rVrF7B8zpw5XHnllUFLNoWFhQGFfQj/Kj093b/u78u/+eYbnnvuuWLr/ppoAhg0aBCJiYmsWbOGcePGlXtfRe69915uv/12//Ps7GwSExMJDw8/7XalKfqSCQ8PD3ih167exJHtJwiLCSPnZPHklzPHw4YF25n2r4lEx0eWe791SWnnSPxJzlHZyHk6MzlHZxasc1Sd59cXhAHCK7t9Vbj55ptZsmQJbdq0oWvXrv4xm5KTk3nqqado2bIlS5Ys4eGHHyY6OrqmwxWiQk4dyGXTnCR2LTxBF4edbj0jaTIoki4j4unQLbZau+Erjxtv8n6Uy4EuPAZdTJMq/SzTm/R0mdmJDpe3I+dwLgqFivIRFRNV6f3qQ6wor6/U9crrw2A/c9cR98lTOA4dQdPA3LIZxpho2gyKYcbbffn+8R2c2J1NXoYbvUEjrn0oY+/qSLfzKpYcLPE4IqMJm/IPvDlZ+DJOoZnM6BsllHusKSFECeppN7rjx4/j9XpRShX7LPV6vRw7dgyA2NhYPB5PmeutULLpxhtvZPTo0fz888/+sZo+/fRTrrrqKmbPnl2RKkuUmJhIWFgYO3bs4JxzzvEv3759O126dClWfvbs2WiaxvTp08tUf0FBgf8mobz7KmI2mzGbi/ex1jStwl96Rdv+dfuc9DyUAoNBDyX86GE0GsjPcZCTnkdMQtn66NdlJZ0jEUjOUdnIeTozOUdnFoxzVJ3nNxjNwGtbE3AonEll8eLFLF26lLVr15Kens6kSZOYPHmyv6XTqFGjajZIISph/6pUvrhhI7mpDvQmHZpOw5NUQNb6HCJdRjp2r/hsZmWRuTeTg98dInXLKchLIybiIAnNDmO1OdEMRvRN2mIZNhV9o8QqjcNgMRDZPgKlVNC6xEYOaEf25gP4PF50hr+Nd/THmKERA9qXtCkAnuwc0j7/jvwdu1F/DLGhM5uxdetE9EUTaXd2I9osiCVpUwY5Jx3YIk206BtV4jhOwaAPDUcfWr/HNxWi2ilKvBevUD21SIsWLQgJCeHaa6/lySefJCamsFvvxo0bueOOOzj33HMBWLJkCSNHjixzvRVKNj300EOcOnWKsWPHsnLlShYuXMjVV1/Nxx9/zAUXXFCRKkuk0+mYOnUqs2bN4rrrrsNut7N+/XrWrVvHAw88UKz8rFmzuOiii4iIiAhY7vF4WLhwIeedd55/2dtvv01qaqo/sVTefVW3sOgQQMPj9mIwFu8/73a5MZj0hMXUzqbPQgghRFV7+eWXGThwICNHjizXxZAQdUFBlouv/7WJvFNOwhOsAV3G8jNc/Pzafpr2jKTj2PjT1FJx+7/ez8ZnfsOT5wafC+Uo4KSK5EBoKL3HJxPdOBPPoW3kf30c20V3oI8OXmud6hA5sAMnF/xGwcET6EOt6MyFY0L5nG7cGXno7DbSt6dTkLGJ2LPbYI37sweDz+ki5e2PcO4/jM5qQRcZUbi8wEHur7/hycom7oYr0RmNtOhT/38UFkLULXq9ni+++ILp06fTqFEjYmNjKSgoICcnh/PPP59HHnkEj8dDaGgoN9xwQ5nrrVCyCQov6C677DIGDhzIkSNHKpRoWrNmDbNmzSI/Px+AZ599ltmzZzNx4kQmTpwIwBNPPMHIkSPp3r073bp1Y+nSpVx//fUBrY8ANmzYwJYtW3jllVeK7UfTNN59913uu+8+OnXqRFJSElu2bOHFF19k0KBB/nJl3VdN6DmsM5GNwsg6lUNk48BfKZRPkZ/tYMC5PYiOi6iZAIUQQtQZ9bUb3YYNG4iKipJZ5kS99PvcY2SfcBDa2FxsbCJbpInMYwVsmH34jMkmpRTuY4fIWbYFX+pxNLMVU6cemLv0RWe1lbjNqa2n2Pj0b/jcXqyNLKj0NDAolKbHkWtk0/dNGPoPD6ZQM77sNJy//ojtnKuDduzVQW8z0/rf53P41R/I3X0Mb64DFHgK3HhcGu48Hdk/7ATg8CcbaH5pXxIv6oGmaeRt2orzYBL68FA0g+EvdVrxGQ049h4kf+tOQnp3q6nDE0IEgVKFj2DUU9v079+fXbt2sXLlSvbv34/NZqNHjx506tTJX+avwweVRZmTTfPnzy+27KKLLmLVqlVcdtllmEwmf5nx48eXqc7Y2FgGDBgAwIgRI/zLi7rmAcTExLBhwwaWLVtGSkoKDz74ID169ChWl9Fo5L333mPIkCHF1un1er7++mt2797N5s2biYyMpFevXv7mYeXdV02w2M1ceOu5vPfwF6QdzyQ00o7BqMfpcJGbkU9EozDOv2FsTYcphBCiDlBoqErOJlfZ7avC0KFD+f7778vcnV6IuuT4tmx8XoWulG5XJpuepA3p+Hyq1HGblM9H3oKvyNvxGyonHZ1Oj/L5cB/YhePXFYRNuw59dPEZ3fZ/dQB3vht7nA3lyAOfD3R6NA1Mdjc703T89EE0WToPocZwzt65l/F9MgmNjQjmKahy5thw2j40jby9yeTtSSZl+V5ytpxEb7dhspvQNA3lU7izHRx8fx2mSCtxozuQu3ELQECiqYjOaMSnFHmbtkiySYi6rp6O2VREr9czfPhwhg8fHpT6ypxsuvDCC0tdN3v27ICxmhwOR5nqbNu2LW3btj1jOaPRyJgxY05bpnv37nTv3v20Zdq3b0/79qX3tS7rvmrKiIsHYjQZ+ObVhaQkpeHzeDGajXQe2JbL7p1Mi85Nz1yJEEIIUU/Fx8ezaNEiRo0axYgRI4pN1HHOOefQunXrGopOiMrRdHC6HK9SoNNpnG74N+dva3GsXwYhUejCItH9UVh5vXhSksn5+j3Cr76r2GDSJ35JwWDW/5Fs8f4RkIZPKX5I9bAhU0GmAYtVw+sz8st+K/OO/sgL708grknI38Oo1TRNI6RdEwyRYex5ZzM6qxVDyJ/js2o6DVOEFUdqLke+2kzjke3x5uSi6YsPc+Gn0+HNzqmG6IUQouJWrFjB3Llz0TSN559/HpfLxddff820adMqVF+Zk01lTSCJqjVkcl8GnteTfZsPk5edT0xCFM06JMjAvUIIIcqsvnajW7hwIbGxsRw9epQPP/yw2Pp27dpJsknUWc37R7P+w0N4XT70psBkkFIKd76HTufEl3pNqHw+CtavQCnQzBY0V75/nabXo7OH4Dl+BPehPZhadSg9EJ2+aKesz/SxPsuHEY1QM9jDfIUtpXywa2cWD92xjDc+HV8nr1MzfzuGJ9+FOcZe4npjiJn8o5nkHU7HEB2J6+jx0ivz+TBEy1hNQtR9QWrZVAtbh7/22mvcfffdDBw4kOTkZJ5//nlMJhNz5swhPDy8QkMLVXjMJlFzDEYDHfoWv1h2eN3keZyEGiyY9PLSCiGEKJnvj0dl66htXnrppZoOQYgq03FcHDFtQkndk0NoYzN6Y2HCSfkUualOTHYDfWe0KHV7X2423rQUdGZLyQUMRijIw3P0ULFkU+M+jTgw92DhtNhmG0qnw+f18mtm4SeBRadhMPkKJ1hSPky2EMINFrZuTGHb5pN07dk4CGegevncRS24Sl6v6TXwKXxuLyF9e5L/+058Thc6symwHocTTa8jpG/PKo5YCFHl6mk3Oq/Xy3333ceKFSswm81MnTrVv+6yyy7jzTffrFCyqcxzbRZNGRzssqLyjuSl8+KOxVy0/E0uXfkuF698i9d2LedkQXZNhyaEEEIIIYLAZDUw7a0+xLYJIeekk8yj+WQdKyAr2YHRZmD8/3WjRf/oKtl36ymtMFj1ONKdoGlo9ggy3JDhUpiVhqZXGM0e8HpAb0BnD8dqM+B2+di6MaVKYqpqtmaR6Iw6fE5Pies9BW70dhPW+DDsXTth69oJX14+3pxclNuDcnvwZufgyy/A1rMr1o5nHjpECCFqQlJSElFRUfTq1atYS9RmzZqRlJRUoXrL3Pzl8OHDrF69usxlRfXYl32Sezd9Q4ojG4vOiEmnJ8/tZM6h9axJ3c8zvaeQYIuo6TCFEELUIkppqEr+qlbZ7auSw+Hg0KFD5ObmBixv3bo1kZGRNRSVEJXXuEMY1/5wNtvmJ7NvxUk8Di8JXSPoPqUp0S1PPzaSLiQMfXRj3CeOQmgJBTxu0OkxNG1RbFVsz1h63tmT357fTP6JAjSDEYc3FKWy0HQKW6gTTfOhGa3oQqMKW0kpBdTCKZfKKLxzPCGtYsjelYLOZAiYAdDn9uJzeEg4pzPG0MKWYo2umErmgmXkrNuALzcPAH1oCKFn9SNizLBi42AJIeoe5dNQvspf/wSjjmAKCQkhLS0Nt9tdLNn066+/kpCQUKF6y9XXqqSZ3kTNUUrx8q6fSCnIppEl1D/Iow0TXuXjcF46b+1ZycM9JtZwpEIIIWqTmhizKSUlhVmzZvHWW29x5MgR9u/fT/PmzQPKfP/997z88sts2LCBkJAQxo4dy+OPP06jRsVnxyrN3XffzYsvvojb7S627osvvjjthCdC1AWWMCN9Lm1On0ubn7nwX2g6Hda+Q/HM/xjldKBQ/psK5fXiy8vFmNgSY4t2JW7f9uI2RHeN4uDcQ6RuOUWELooEvSI1uwBToxA0vbEwyfQHR4EHo1FPlx5l//utTTSdRrt/DWPbQz/gOJmDzmxAZ9DhdXpQXkVYxziaX9bHX15nMhE1cSwRo4fiSj4BmoYpIQ6dxXyavQghRM2LjY2ld+/e3HXXXcyYMQMAt9vN3LlzefDBB3nllVcqVG+Zk00FBQUV2oGoOnuyU9iZeZwwo8WfaCqi13SE6E2sSz3I8YIs4q3hNRSlEEIIAffddx+xsbE8+uijzJgxA6UCWzzs37+f119/nTvvvJPevXtz4sQJrrrqKsaPH88vv/xSpgGGv/jiCz777DNWrFjBU089xeTJk+natSuPPfYY+fn5TJo0qaoOT4g6wdxzIO6UZPJ2/IYvJwN0epTPhwYYGicQesGVp22BE9UxiqiOfw50nTnrd55/dC15LgMhoX8mmjxuH5npTvoMTKBb77o3XlOR0Dax9Hh2Msfm/U7Ksr34HB6scSHE9bZjt2WR/cm76COjsPbsjbltWzSdDp3VgqV1i5oOXQghyuWDDz5g4sSJvPLKK+h0OkJCQnC73dx0001Mnz69QnWWOdlksZQymKCoMcfyM3H6PEQYrSWut+pNZLjzOZaXIckmIYQQf6GhKj0TSvm2f/fddwFK7ZLfunVr5s+f738eFRXF008/zbBhwzhw4ECZZpFbtmwZt956KwMHDsRkMmGz2ejTpw9ffvkl7dq1Y8+ePXTu3LlccQtRn2g6HfZxU3A2b4dpzxZ8qcloFiumjj0xd+mDzmorV30XzejMvt3pzP9yD7nZLgxGHV5P4UDh7TpF89BzQ+vkTHR/ZU0Ip821g2k98yw8Gdlkffkxzn2bcSof6HSwfx8Fv23C2qMnERdNRTPIJD1C1FdKBWcYAVULexgnJiayceNGVq1axc6dOzGZTJx11lm0b9++wnXKp2EdZtYb0KHhVT4Mmr7Yeq/yoUPDojeWsLUQQoiGqia60VVEWloaAKGhJQ0wU1xqaiojRowAIDIyktTUVACMRiMdO3bkwIEDkmwSDZ6maRiaNCe0U7dKJ4IMBh3/efJsRoxryQ/f7OXw/kzCwi2MOLclYye2JjSs/nQh03QauYvm49y7B11ICJrxz+trn8NB/qYNGGJiCR09pgajFEJUKZ9W+AhGPbWQTqdj6NChDB06NCj1SbKpDusRmUik2Ua2y0GU2V5sfbbbQRN7BO3D42ogOiGEEA1BdnbgzKdmsxmzufI3mLm5udx///2MHz++zGM2/bVrXvfu3Zk9ezaXXnopycnJrFmzhieeeKLScQlR1yilyN11jNydx1A+hbVlI2gREbT6dTqNs4Y346zhzYJWZ23kSUujYNtWNLM5INEEoLNY8Lrd5K1bg/3soeiC8BkohBBVKSMjg88++6xMZaOiorj44ovLvQ9JNtVhdqOZC5v35u09q8lyFRD6x9hNPqXIchegaRrTWvTFqCve6kkIIUTD5VOFj8rWAYXNrv/qoYce4uGHH65U3S6Xi4suugiPx8OsWbPKvF2fPn2Ij48H4B//+Afvv/8+0dGFU8FPnz6dHj16VCouIeoa56lsDrz0I7m7k1Eeb+FCvYa+Y2M6XDUGe4u6OXh3TXAdPoRyOtFFRJS4Xmex4MvNwXM8GVOLltUbnBCiWhR2owtOPTXt1KlT/Pe///U/LygoICkpCb1eT0JCAvn5+aSlpWEwGDjnnHOqL9l0//338/jjj1dkUxFkl7TsS77HxVdJv5HqzEWjcJLZEIOZ6a37c17TrhWqVylFhms/SbmrKfBkYNaHkWgfSIylY53vey+EEA2dCsKYTUXbHzlyhLCwMP/yyrZqcrlcXHjhhezdu5cVK1YQGxtb5m3vuece//+HhISwdu1atm/fjslkomPHjpWKS4i6xut0s++Z78jbcxx9mBWd2YqmaXhdHhzH0tn71Fw6PXkJpsiQmg61blCq8CK7NEUz+1VPNEKIGhCM66eiempa27Zt2bVrl//5tGnTGDt2LE8//TSRkZEAbN26lUsvvZSrrrqqQvuoULLpueee46GHHsJolLGAappO0zGz3RDGJ3ZjVcpeslwFRJvtnN24HTGWil08+JSX39JmsT97IR7lBEBDY2/2DyTaB9Ev9iYMOmkeLIQQAsLCwgKSTZXhdru56KKL2LFjB8uXL6dJkyaVqs9gMNC9e/egxCZEXZP5yz7y9p3AEGlDZ/zzkl9nMmAIMeM8mEHasu3EX9C/BqOsO4yJiWhmM8rhQLMWn5xHORzobHaMjWX4CiFE3ZKfn8+SJUs4efIkur/MSNqtWzeee+453njjDSZPnlzuekuf2/Q0evfuzcqVKyuyqagi8dZwLm7Rh5nthnBB814VTjQB7M6ay56s+WjoseljsRsaYdXHoNdMHM5dwdb02UGMXAghRHUrGiC8so9g8ng8TJ06le3bt7N8+XKaNm1aoXp+//13LrzwQuLj4zGbzbRt25YHH3yQnJycoMYrxN95Tx7BsfpbChZ/jGPt93gzTtZoPBkb9oNPBSSa/HQa6HWk/7y7+gOro4yNGmNu3wFV4EB5PAHrlMuFcrux9umHroRElBCinigaIDwYj1rk+PHjeL3eEtf5fD6OHTtWoXor1LLpvPPOY9q0afzrX/+iU6dOmEymgPXjx4+vUDCi5nl8TvZkfY+GHpP+z4SVpmkYNRs+5eFgzk90jLgAqyGyBiMVQghRUUpplZ66t7zbP/roozz66KP+523atAFg1qxZzJgxgy1btvDNN9+g0+lo0aJFwLaLFi3yzzJ3Olu3bmXAgAEMHz6cxx57jIiICA4cOMBbb73FkiVLWLVqFXq9jGMogkt53BQs/gT39rUoj8u/3Ln2e8z9x2EeOB5NV6HfdyvFl+csTCqVQjPo8Ba4Sl0vios4fwrpWVm4jhwuXKDXg8cLOg1L5y6EjhpdswEKIaqWIjh9ZWtZf9sWLVoQFhbGNddcw9NPP+0fwmDjxo3cfvvtTJw4sUL1VijZVHSxWNq4TQ6Ho0LBiJqX4dxPgTcDk7747HYAJl0IBd40Tjl2khgyqJqjE0IIUVfdf//93HfffcWWFyV/evfujdvtLnHbsiaI3nzzTaZMmcJHH30UsPyaa66hU6dOrF27lsGDB5czciFOz7HqW1xbVqCZrGihUWiahlIKVZCL4+fv0GyhmHsOr/a4LE2jYOMBlFIljrepXB4sTaOrPa66TB8WRvQ/r6Ngy28U/LYJb04OhqgobL37YunSFc0gcy8JIeoevV7PV199xfTp02ncuDGxsbEUFBSQm5vLxRdfXOGJXyr0iSjJpPrLhwfwoZXaw1JDof4oJ4QQoi4K5gDhZaXT6QLGASiJoZI3ai6Xi+HDi9/UR0VF0a1bN1wuacUhgsuXn4Nry0owmNAsNv9yTdPQbKH4cjJwrl+MqetgNEP1jnUafXZHTi7cgjfHgSEssGuXz+FGr9MRM6JztcZU26iCdMg5CnojRLRB05/5NdJZLNj7D8Tef2A1RCiEqFWUVvgIRj21TJ8+fdi+fTurVq1i//792Gw2evbsSYcOHSpcp6TfRYAwYyIGzYbbV4BZH1psvUcVYNAsRJhaVH9wQgghgsIH+CrZhNsXlEiCa+DAgXzzzTdceeWVAS05kpKS2L59e70bLDw/P5+lS5cSFhbG0KFDSyyzf/9+9uzZQ1RUFH379i0x4VeWek6dOsWvv/6K3W5n4MCBxYZQKGuZ+saTtAvlyEMLKXloAc1ix5d1Cu/JJAwJras1NnvrOOIm9eX4V7/gSs1BbzeBpuEpcOGLMNPo7I5E9m1TrTHVFsqRgW/bh6hja8BdUDiTnC0WXZuJaG3Go2nV3+1RCFH71afZ6Eqi1+sZNmwYw4YNC0p9FU427d27l08++YQDBw7wwQcfADB37lzGjRtX6WmPRc2xGiJpFnIW+7IXYFAW9Nqfv/D4lBeXL5cmtn6Em5rVYJRCCCFEoQULFrBv3z6gcBDLNWvW0LNnTyZMmEBERAQHDx7k008/pWfPnmRmZhIdXfe7DblcLv7973/z+eefo5Siffv2LF++PKCM2+1m+vTpLFy4kAEDBnDgwAHsdjsLFiygcePGZa4H4OOPP+baa6+le/funDx5Eq/Xy6JFi/zjbpW1TL3kcYNS/mnvi9HpCtd7a6ZFeJNpg7A2ieTE979RkHQKlA9rQhT2MR1pObYPmr7hJVWUMxvv6kfwpe7C6zbg8xnRGXUYfCn4tryN5shA3/UfNR2mEEJUqd27d3PttdeW+L1fmbJ/VaFk04oVKzj33HM566yzWLx4sT/ZtGbNGg4cOMBtt91WkWpFLdE96nKyXIc55dgNaOg1Iz7lQeElwtSc3jH/rOkQhRBCVEJNDBBeVX788UcWLlzofx4bG4vD4eCLL74IWHb06FH2799P69bV27qkKjidTlq0aMH27du56667/Mm2v/rvf//LokWL+P3330lMTMTr9TJlyhRuvPFGvvzyyzLXc+zYMa655hqee+45brzxRrxeL+PGjePqq69mxYoVZS5TX+liEtCMJnA7wWQpXsDlQDOa0UU2rv7gKOzOF312J6IGd8CdkYfyKYyRdrJzc9AMDXOwfM+OeXiPbMOZY0T5FFDYvdZl0GGJ0tDvm4dqPgItLLFmAxVC1D7BmkmuFsxG53a7OXz4MEuWLDlj2UOHDnHq1Kly76NCyaZ77rmHV155hauuuiqgmfo//vEPJk+eLMmmOs6sD2NY/MMcyFnKwZyl5HtOYdY3pmXIMFqFjcaiD6/pEIUQQlRC4WQqlR2zqXZ46aWXajqE05o9ezazZ88uc/np06czffr005YJDQ3l1ltvPW2ZosHQExMLb5j1ej0XXnghV1xxBZmZmURERJSpni+//BKTycTMmTP99dx2222cd955HD58mObNm5epTH2lb9wcfUIrPId3FY7b9JduisrrQbkcmLqfjS4kouaCBDSdDlN04fAIStWWv97q5/P6KPj1G/TKB5oezaCBBihQHh+OU2CNzUN3dDVap0tqOlwhRC2jVOEjGPXUBocOHWL06LLNotm5c/nH+KtQsun3339n6tSpAAHJpubNm3Po0KGKVClqGaPORvvwCbQPn1CjcXg9Xhz5LsxWEwZjw/wFTgghRN21b98+srOzGTTozDO4rlmzpsTWRRURHx/PTz/9hM/n84/TtHfvXrxeL9u2bSvzrHxbt26lffv2AeMvdevWDSi8HmzevHmZyvyd0+nE6XT6n2dnZwOFiZDalgwpiqm0uCyjp5P31cv4Mk4WJpz0BpTHBT4v+rgWmIdMrlXHdKbjqcr9HtyWwZG9WRiMejoPiCUi1lp6eUcOqiALzWxHs5U8JlZ5jyX798PovDn4NCPqr+OXaYBBj8/jw+v0oMtPQ6uB16ymXpuqIsdTe9W3YxHl16VLlyo/dxVKNtntdk6ePEnLli0Dkk2bNm0iLi4uaMGJhis9JYtFn6xh1XcbKchzYraaGDy+J2MuO4uY+IiaDk8IIeq0+tSN7sILL2TatGlceOGFQS0bTGPGjCnTtMEVnVq4JP/617/48MMPueCCCzj//PPZu3cvc+bMASArK6vM9WRlZREZGXijXzTuVWZmZpnL/N2TTz7JI488UuL+atuNg1KK3NxcIPBHVj+jHd/463Hv3oBn/1aU24UWZsPQtifG9r3I8WpQjnNe1c54PFUg9Vge37y6g0M7MnE7vKCBLcRAnzFNGfePthhNf/6g6MtLw7t7Gb7kbeDxgE6PrlEb9O2GoosKHDP0dMeSdSiXQ4uPcXxDGngVke3DiAzPIz4kDoPZhddTfIxZZVA4lROjNxx9DbxmNfHaVCU5ntqrPh1L0Y8V1SEY109F9TQEFUo2TZkyhTvvvJP333/fv+yXX37hmmuu4eKLLw5WbKKBOnk0nWeue5djB05iMhsxmg3kZxcw/70VbFi6nTtfuxJ7VP2f4UYIIaqKT2n4KnmhU9ntg2nVqlU4HI4zlktKSqqGaAJdd911VVL2TNq1a8fOnTt5++23WbJkCc2aNeODDz5g8ODB2O32MtdjNptJSUkJWFZ0g2KxWMpc5u/uvfdebr/9dv/z7OxsEhMTCQ8PJywsrMzxVYei5Fd4eHjpN2Xh4dCkOWrY+YWDhhuMAV3qapMyHU85nNqVTfq+HAxmHU36x2AOMwasTzuez0vXb+TEgVzsESYsdgvKC6cOu/ju5YNkJStueP7/2bvv8Cqq9IHj3zMztyc3HRJCCb1IkyYICIgNYVUURQTURWSxr31Z166L7qrrT117wbUs6tq7ooAgXZAivQfSe3L7nTm/PwKBmABJCLlJmM/z3AdyZ+6ZdyY39868c857TkMIgVGcSXDR08jibLDYQLOWF1ffswiRvQbLWbehtjo0lONI+7Lru/0suucXAsVhVJsCQlCyNofSqAJihtpp03cfwZADqPw7UkUAEZDYUvujxTR82Yj6/t1Emrk/jVdz2pemHn9zVqdk0+OPP8748eNJSEjAMAzi4+MpLCxk9OjRPPTQQ/Udo6mR8ZX5Kcwpwea0kpAcW+/t//fJL9m/M4f4FjGo2oGTgCjQdYOsvXm89fhnzHy8Ye9Km0wmk6lxiouL47333uO9996r0fpHSn6cKIf3+E5PTyc5ORmLxXLMdetD69atK/UemjNnDoqi0KtXrxq30aFDBxYvXlzpuYNJuw4dOtR4nd+z2WzVzl4shGiUFw4H4zpWbEJVQW38w/5ruj9HU7izjAX3rWP/inzCPh2hgCPeRu8r2zPopi4oB87h5r27g8ydZcQnO1APzH4nFIiOs+HVQvz8eTrnXdWFTn0T0H/5AIqzEK6EQ8k6zYa0OsGTj750DurFjyOUQ8f49/viyfax+N5fCZbouFIclfYxXOIhY10qSR2zcESXEg5bMXQNkKiWIAphigu74UzpFrH3YX38bhoTc38ar+ayL009/uasTsmm6Oho5s2bx9KlS1m1ahWGYdCvXz+GDx9e3/GZGpGivFI+e+VHlnyxGm9ZAFVV6NIvjXHTRtLr9C71so3s9HzWLt6CM8p+KNF0gKoqRLkdbP5lF1l78lDSrNhsFmz26k/aTSaTyXQEkuOv8N1IRjq98sorkQ6hxl577TX+/e9/M2XKFKZNm1arpE9thUIh/H4/0dHRFT8/++yzXHzxxRVD3GpizJgxPPLII6xcuZKBAwcC8P7775OSkkLfvn1rvI6peSnN8PHpVUsp2lWGLcaCPdaO1CX+4hDLn95MoCTEiPt7IaXkpw93o1mUikTT4RxRGp4MH8u/2UfHzmDsXQ1WZ5VeYUIIpN2NLMrAyNyEmtrziLFt/zwdf0GgSqIJQEbH4yvLY+O3/ekyeguumFw0zQtAOGgla2cH7MOno1QTq8lkMklDIOthJrn6aKMpqFOy6cEHH2TkyJEMHjyYIUOG1HdMpkaoOL+Uf8x4lZ2/7cPmsGB3WtHDOmsXbWHr6t386e8TGXxen+PeTubuXAK+ELFJ0dUutzqsFOSV8erT35Gf60dVFPqe1oHzLh5Ap+6tjnv7JpPJdDKQgFEPbZhq57bbbqNVq1a8/vrrPP300wwYMIBrrrmGSZMmEVPLITtff/01Ho+H3bt3k5uby//+9z+AinpUfr+fESNGMHnyZGJjY3njjTcoKyvjueeeq1U7p59+OhMnTmTChAnceeedZGRk8NRTT/Gf//ynovB4TdYxNS9r39xJ0S4PrhQHilp+0SQUgTPRhr8oyIZ3d9PrijRiOrgoKw5isQoIFoPUQahgcYHQypNBUlJaGECW5iH1INiiqt2m0KxIfwmyNOeoseX9VlQRz+9JoVIYboFaAJt/GERUkhdHTClhv6QsL5GY/t1IO7/vcR0bk8nUnAmolzICJ0eyqU5nAPPnz+fcc88lNjaWUaNG8eCDD7Jw4cJKs4qYmpcvX1/Iro37iGvhxh0fhc1hxRntILFVLAF/kLdmf4qv7Nj1Mo7FarOgqAIjXPUyyJCSrJIgPqFSVupDUQThsM7P8zYy+673WL2sfmbwMZlMJpPpRHC73cyYMYNly5bx22+/MWLECB544AFSUlKYMmUKP/74Y42LY3/++efMnTuX2NhYunfvzty5cysKgEN5L/RPPvmE3NxcFi5cyMSJE1mzZg0tW7asVTsA77zzDvfeey8rVqygoKCAH374gUmTJtV6HVPzYOgGmz9MR7UrFYmmw9liLIS8Otu/zkBRBHHuMoLFeeDLAX9++b+leyBQWP5+FxCf7ACrAyFUMPRqtysNHRAIq/Oo8SmaOOq04n7dRYk9jZZn9SDgT6Awsx0ha2/aXXM23f5yHoo5+7HJZDpJLVy4kNtuu43bb78dgGAwWOWcoDbq1LNpwYIF+P1+li5dyoIFC/jxxx+ZPXs2QggGDx7M/Pnz6xyQqfEJ+IIs+vQXLDYN7XdfwEIIYhKjKcwp4Zcff2PYBf2Pa1uderclvmUsBdlFxCVVLhBa7AvjC+loqiA2MRpPcRgkREXbKcgt5fV/fUePN9pid5rFw00mk+lomtNsdE1Vjx49eOKJJ5g5cyZTpkzhnXfe4Z133qFLly48/PDDx5xw5fnnnz/mNtq2bctjjz123O2oqsr06dOZPn36ca1jah7CPp2gJ4xqrf6etRACBPgKgrDnS0b2X8XbO3oQMixYtANZIEMHfx5lJWB3uRgyti0iLhqR0BaZsx2p2arWYQmUIhwxKKlHH37a6rQktn2yFyNkoFgqxyilRA8YtBrdka539MUI68iwgWLTzLovJpPp2GQ99WxqhOdQzz//PHfffTdDhgwhIyODJ598EqvVyty5c4mJiWHMmDG1brPOfZvtdjujRo3immuu4ZprrmH8+PGEQiGWL19e1yZNjVRxfineMj82R/VJHE1TQUDu/sLj3pbVbuH8K4cjJZQUepBG+UmJoRsUeUJIKYlJjEY57IRACEFMvIuC3FJW/bztuGMwmUym5k4i6uVhqhu/389///tfzj77bLp27YqiKLz22mvs2LGDqVOnMm3aNL777rtIh2kyVcvi1LDFWNADR+qBJEGCK0lB7viA0SP20rlzGUWFVkpLNcJhQTBsoaDQTtDrY8zVHWjTJQYhFLS+4xGaDbyFSCN8oD0D6SsGQ6L1HouwHX02xfbnphKTFoU3x48ROtRTXhoSb5Yfq9tCt8vSAFA0FdVuMRNNJpOpRurr/KmxnUPpus5f//pXFi5cyL/+9a9KyyZPnsxLL71Up3brlGx6++23mT59Oh07dqRbt268+eab9OjRg/nz51NUVFSnQEyNl8NVXqxbDx35pEIaErur6qwydXH2FUO4aMaZKKpCfnYx+VnF5OWUYEiIjnESk1C1ntPBhFdmekG9xHC8AnqAraVb2ViykfxAfqTDMZlMJlMjsHXrVm644QZSUlK46aab6NmzJ+vXr2fJkiVMmzaNDh068Le//Y2ZM2eyYsWKSIdrMlVLKIIeE9qiB41qyx74i0JYXRpdR5SCP5eoWAd337mJs8/KQtUkJaUWPF6NFi2CXH35OiZNO/RaNW0gluEzEM448BUjPfngLURoNiwDLkXt/YdjxmeNtnDWs4OJaR+FN9dP6T4vZfu9eDJ92GIsjPh7fxK6x9bjEWl8vNkeCjfm48koi3QoJpOpCdi7dy/x8fH069evSvK9bdu2FTPM1ladhtFNnTqVxMREbr/9dm666SZcrqPfYTA1bdFxLnoO6cyK79bhdFed2cNT4sPutNFvVI962Z6iKEy48RzOuGgAK75bR3F+GTanjc8/W4uiKVR380lKiZQSi61Ob+l6Y0iDBbkLWJi7kNJQKQYGNsVGD3cPLmh1AXHWuIjGZzKZTABSctSaJjVtozHKysriiSeeYP369cyaNYuRI0cyf/58XC4XgwYNimhsc+fOZcuWLbzwwgtcfPHFWK3V9xg+WJzbZGqsel/Znu3fZJC/uRRLtIbVpWLokkBRCCT0u6EzUUklyN0GKBox7jAzpu9k4qXp7M9wYNEM0tqVYtFzEbJyzVe183CUtAEYe9eUJ5tsUaht+yMc7iNEU1VCtxjGf3Qmu77dT8ayXIyQQeIpsXS6oC2uZEd9H45Go3hrAZteXUvu8iyMkI7QFJL6J9P1ml7E90yKdHgmU5MnjfJHfbTTmERFRZGfn08oFKpyrb9ixQpatarbRFx1ujJ/4403mD9/Pi+++CKPPPIIQ4cOZeTIkYwaNYoBAwagaZG94DfVv3HTRvLb8u0UZBXjTojCYtUwDIm3xIffF+TcyUNp2abmUynXRIvW8YybNrLi5z1ZpaxcvAVXdNUeVH5vEKtVo8/A9vUaQ219nvE5C3IXoKDgUl0oQsFv+FlduJosfxbXd7yeaEv1M+2ZTCZTQ2muNZvy8vLo27cvp556Knv27CEvLw+AVq1aMXHiRFavXh3R2dFmzZrFfffdd8z1Bg8e3ADRmEx152ph56L/nM7iv29g17xsvLkBhCKIbuWg7zUd6Xt1B/DsBcUKYV/57HNATEyImJhQeSMhHyg2cFa9iBEWB2rH048rRmu0ha4T0ug6Ie242mkqCjfls/TWH/HnebFEW7G4rRhBnczF+yjYkMvgf44ioW+LSIdpMjVtkvqZjreR3bBLSkqif//+3HnnnVx55ZUAhEIhPv30U+677z6effbZOrVbpzOuq6++mjfffJPdu3ezYcMGLr/8ctauXcuwYcOIizN7bjRHXU5N46YnJpPUOp6SgjLys4oozC5GKIJzpwxj8l3H7tZ8vMZMGIDTaaMwrwzDKE8HSynxeQOUlQU4dXBH0jq3PEYrJ06WP4uf83/GIiy4LW40RUMRCk7VSYwlhgxfBkvyl0QsPpPJZGruXnzxRc4991y+/vprevU6VES4a9euSCn55ZdfIhgdWCyWiG7fZKpP0a0cjHluIFO+H8VFb53OJXOHMvWH0Zw6rSNCEYjodpDQC0JlVW/jSwNCpRDfE+FOi0j8zYmUkt+eW40/34cz2YU12opqVbFEWXEmOwkWBVj/f6sqaqGaTCbT77355pssXLiQgQMHsmXLFqKiorjsssuYOnUqU6ZMqVObde6CFAwGWb58OQsWLGD+/PksXboURVHo3bt3XZs0NXJ9z+jOP7/oxK8/bSZ7bx4Ol40+w7uRlBrfINvv0act194xhjf/PY/SYh9FuX4MCRaLxqDhXbj2jjERLfC4tmgtAT1AnKVqwlUVKprQWF6wnHNanmMWojSZTBHVXHs2bdmyhXPOOQegyudsSkoKmZmZkQirkry8PP71r3+xbt06CgsrT6wxbdo0pk2bdoRXmkyNk7uNC3eb6ktqiB4zkGXp4M0CzV7e08kIQtgPjpaIHjMaONrmqXRnMQXrcrG6rQil8mefEAJrrI3irYUUbswzh9OZTMejHs6fDrbT2LRp04ZffvmFRYsWsWnTJqxWK0OHDqVr1651brNOyaazzjqLJUuWEA6HGThwICNHjmTWrFkMHToUp9NZ52BMjZ/VZmHQ2UefcvZEGjKqO736p7H0p3Xk7Pdgd9joO6gDHbomRzyBUxIqAape4BykKRresJewDGMRkbm7HQyG8XoCOF02rFZzuKvJdLJqrjWbEhMT2blzJ1D5s7i0tJTVq1fTrl27SIUGgNfrZdCgQXTo0IFgMIimaXTp0oUPP/yQ2NhYOnToENH4TKb6JqLbweDZyJ0fQsZPoAdBtUK7sxAdLkZEtY50iM2CN9uDHtSxuKs/v1TtKsGiAL4sD5jJJpOpzuprJrnGNhvdtm3buOWWW/jqq68YMWIEI0aMqJd263S1OXjwYO6++24zuWSKCFe0nYHDuhITExPxBNPhorQooLwrc3VxhY1w+fA60fBJnpysYr76dDVLftpCwB/CZrdw+hldOf+ifrRoGdPg8Zjqh5SSrKJSAmGdFm4XTlv1xYZNppPF5MmTGTNmDAMGDCAcDhMKhVi5ciV33XUXrVu3jnjv688++4zU1FTmzZvHAw88AMADDzzAI488Qv/+/YmNjY1ofCbTiSBcqYheNyO7X1s+dM4SjdCab5HuSLBGW1FUgQwZoFatkmKEDISmYIk2zxNMJlNVLpeLdevW1Xu7dbrqfeSRR+o7DpOpyesT24cfc37Ep/twapWTsLrUCcswg+IHNXiCLGNfAY/d/zFZmUXYbBoWi4bPG+CrT1ezesVO/vLgeFq1bpihkKb6s2TLHub+/CtbM/MwpCTKZuXs3p25YvipxDjtkQ7P1MjVR33LRtixiQEDBvCvf/2LyZMnU1xczEcffQRAnz59+OijjyJ+g2Lnzp0MGzYMALvdXlHAvEWLFlx88cXMnz+fvn37RjBCk+nEEZoDzCTTCRHbI4Godm5KdhThaKlW+awLFgVwtooi4dTI1TY1mZoFKepnCFwjG0bXqlUr2rVrxyeffMJFF11Ub+3WuYtFOBzmk08+YdOmTUgp6dGjBxdddJE5E53ppNXK0YohCUP4Ke8n9LCOU3UiEASMAD7dR7I9mdMTj29mlbr4zysLyMooIiExCuXA3S4HVnTdICujiLdeXcjdD4xv8LhMdffl6s088/XPBENhouxWFEXBEwjy3tJ1rN+bxWNTxuB2mAkn05E115pNAFOmTGH8+PEsX76coqIi2rRpw4ABAyKeaILyepc2W/mMqq1bt+aHH36oWJabm0v79pGdUdVkMjVNiqrQ7Zre/PLgEvy5PmxxdhSLghE2CBT6EapC12m9UK1qpEM1mZo2Q5Q/6qOdRmTfvn1YrVbGjx/P4MGDSUtLQ1UPfV60adOG2bNn17rdOmWGduzYwfnnn8/evXvp2LEjQgi2b99O27Zt+eqrr+jYsWON21q8eDEvvvgimzdv5qWXXqJ///5V1pk/fz7PPfcc2dnZ9OrVi7/97W+kpqZWLJ89ezYffvhhpdd06tSJuXPn1qqdmq5jMh3JhakX4lJdLM5fTGm4FInEKqz0iunF+NTxxFgadsja/r35bFy/D1e0rSLRdJCqKriibPy2Lp39e/NJbZvQoLGZ6qawzMfL3y9H1w2S3K6KC2i7RSMU1tm0P4ePV/zGVSOqfpaaTM3d1KlTueSSS7jooos488wzIx3OUY0bN44bb7yRCy+8ELvdzieffMK9994b6bBMJlM1fLle9n6zm4INeQhFkNSvJa3Pboct1lZpPakXgVEMSgxCjQXACIQoXbMZ/95shCJwdk/D1b09QqnTpOBHlHpWGkbIYOMLa/Ble8vr6glwJDnoek1v2o6t+fWZyWQ6uQghaNeuHVdddVW1yw9PPNVGnZJNt9xyC927d+fnn38mMTERKJ9dZfr06dxyyy188cUXNWrnr3/9KwsXLuTiiy/mnXfeobS0tMo6P/zwA+eddx733HMPM2bM4JlnnmHo0KGsW7cOt9sNwJ49e4iJieHxxx+veJ3D4ah1OzVZx2Q6GlWonJtyLme0OINdnl2EjTDJ9mRa2Fsc9XXeUh+7N+zFMCRtu6fijo8+5rZ0GSI/sA9D6sRaU7CrVWeCycwsIhgIExcVVW0bdoeFwnwPmZlFZrKpifhp006KfX4So51VempYNBVVUfhmzRYmDzsVrZq6DSYTNN+eTVFRUWRnZ0c6jCO6+eabK/4fGxvL4sWLee655/D5fHz77bd07949gtGZTPVHSgPKfkGWLAXDh7CmQtzZCGvTG8aVuWg/Kx9aSqDAXz5+WED6d3vY/OZvDP77MBJ6JyGDu9CL/4PhWwwyBMKC4hhGsPAsMl5ZRTCvqGJWBfHVz9g7pNL6uglYEur3JmSbMR1IGdWWnKUZ+At82GLttBzSCs0ZmYlpTKbmpj4mWDnYTmOSmprKnDlz6r3dOiWb5s+fz7Zt2yoSTVA+A8zzzz9P586da9zOrFmz+Pvf/86+ffu44447ql3n3nvv5dJLL60opHnGGWeQkpLCSy+9xJ133lmxXlxcHAMGDDjitmrSTk231RyFwzq5OSWoikJiCzeK0vguIpoSh+qgh7vHMdcLBUN89H9f8eM7iyjJL0+2Ot0Ohl08mIl3XYgzumptAykN1hXNY23Rt5SG8pBI7KqLrtHDGJQwHpt6qF6U1aohFIGuGyhK1Yy0rksURZgz0zUhWUVlCEA9wh1Ru1Wj2OvHEwiatZtMR9RcazZNnTqVG264gfHjx9OixdGT/JEQH1+5Pl7Pnj158cUXIxSNyXRiyHARcs+DULoaZBiQ5TMvZb8Fra5DJF4U6RBrrGR3MSvuX0KoJIijhRNx4PzY0A28mR6WzVrMWXM6Ifz3gJ4DwgXCATKIUfoVev7XIAejRbdGaOXnYUYwhG/bXtKffY+0e6ahWOr3HEyza7Qa1bZe22woobIAuT/vxZ/nxeK20eL0ttgSzMmoTKamqk6fbqqqEgqFqjx/cBrfmoqOPnrvDY/Hw7Jly7jhhhsqnnM4HIwePZoffvihUgJo+fLlnHHGGcTExDB8+HBuueWWiroINWmnNttqTkIhnW+++JUfvl1PXl4pAkGr1nGcO7YPI0efYiadTiDDMHjxtjdZ9NFyLFaNqPgohABvqZ+vX53H/m2Z3DXnBqz2QzOHSCn5Ofe/rCn6BgC74gIEQcPHmsIvyQ3s5g+pt6OJ8vd+1+6tiI+PorDQQ1x81Z5PZaU+4hKi6Nq9VYPss+n4uWzldyePOOuhbmDVVOz1fPJqMjUF8+bNY9euXaSlpdGzZ88qvZLvv/9+hg8f3qAx+f1+/H5/jda12+3Y7WaS2NR0SSmRe/8OJctBiwXlwPtZGhAuRO5/BixJiJihEY2zpnZ/toNgUQBHcuXexIqq4Ehy4M0qw7v7SVyJOaC1RIiDN4LshIolqjOXhLM3kfftoeSPYrWAOwr/nkzK1mzBPeiUBt6rxmnfl1vY9soqAgU+EICErdE20ib2pMOUvhWJPpPpZLV9+3bee+89cnNzGTVqFBdeeGGd1qnOnj17+NOf/nTE5WlpaXW6OVanMRbnnXce06ZNY9euXRXP7dy5kz/+8Y+ce+65dWmyWvv27UNKSatWlS+EW7Vqxd69eyt+joqKYtq0aTzwwANcdtllvPLKK4wYMYJwOFzjdmq6rd8LBAKUlJRUesCBL9tG/giHdF74v295581F5GQXY7VZ0Kwqe3bl8urzPzD3rcUYhhHxOJvrY/2iTSz7YhWuWCcxLdxYbBqaVcOdEIU7KZoNizex9ItVlV6T69/NuqJ5aFiIUuPQhBVNWHAobhyKm/3eTWwqXlyxvtWmcf74foCkpMSLYZT3RTCM8p8FMHZ8P6w2LeLHw3zU7DG4c1vsFg1vIIiASg+kxB8MMbxbGlZNjXis5qP2jwZzcDaV4300Mh07dmTmzJncfPPNnHnmmQwYMKDSIy4ursFjeuyxx4iLi6vR47HHHmvw+EymeuXbAqUrQXUfSjQBCAW0eDCCyNwPGvbz7jhk/ZyBYlGqvbkjVIWo1Dw0bTOoMYclmsrp3gC634q1RS6WuMJKyxSLhtQNStdtO6HxNxVZ83ey8eklBIv9WBOc2FtEYUtyoQfCbH99NbvfWx/pEE0m4FAZgvp41MZ///tfevXqxa5du+jcuTNz587lvvvuq/U6R2Kz2ejZs2elR7du3fB4PPz44491nsCkTre+n3nmGS655BI6dOhAUlISUD6Lyumnn84zzzxTp0Cqc7D31MEeSgc5HI5KPav+/ve/Y7Ue6v0xdOhQunTpwgcffMCkSZNq1E5Nt/V7s2fP5sEHH6zyfHFxcZ2+SKWUlJWVAZzwmXPWr93Lpo17SGkVhc12+FvBgdcbYMnPv9GrbyvatGtctXwa8hidSCvnryG6pYvYFtWN13ehOVVW/rCGPmcdGo63qXAFis+FQ3VX2XcV0MMam7NW0Yb+FcdoyBkd8Pk9LJ6/Cb8/iEH5NWJCkp1ho7ozeHgHiouLT9yONmJN8b2U6NA495Q0lm7ZjVWGcVotIARhXafEF6BTQhRjeravt99pUzxGDa2+jtHBmxWmups8eXKkQ6hi5syZFdMIG4bB1KlT6dixI9OmTSMlJYXMzExef/11duzYcdS7iiZTk1C6qrxm0YHi2JUIAaoTvL9BuBAs8VXXaWSkLg/czameI7EEoYRAVNMj0ZBIQ0M4/KhRZYQKK++vEAIZPPI1xslCGpIdb6/FCOjYWx6qMSoUgTXOQaDAy+731tP6gm5YXNajtGQynXj1UfPyYDs1tXfvXq655hoee+wxbrnlFgBuuOEG9u/fX6t1jiY5OZknnnii2mU333wzSh0nNKhTsik5OZmff/6ZxYsX89tvvyGEoEePHgwbNqxOQRxJQkJ5kiM/P7/S83l5eRXLgEqJJoAOHTqQlpbGunXrmDRpUo3aqem2fm/WrFncdtttFT+XlJTQpk0bYmJi6lRU/GCCKiYm5oRf2P28cCeF+QHiE6wE/Prv4lApyC/llxV76dm7wwmNo7Ya8hidSFlbcijOKEWR1f8ZluV6SF+fQUzMoWSU15tL0FaIzVL9H7yheyhW9lS85uAxumTicEaM6sPypdsoLfLijnVx2umdSUiqPJRVD+vkZRYhhCAhJRa1mReYbqrvpZnnn4GhWvhh/Xb2lfgRQiCEIDUhhhvHDuOUdin1tq2meowaUn0dI/P4Nk/JyckkJycD8OWXX9KyZUs+/fTTSr/vCy+8kNGjR7NmzRpSUurv79dkanAyBIjyxFK1lPJ1ZNNIsiT0TaJkZ/kN5N9/RktDEvZZEZoFCAOVr0cUq4YRDIIUyFDlAt0HvzdsrZJOZPhNQun2fDy7i7DE2KpdbnHbCRR4KViVQcsRaQ0bnMnUCLz55ptYrVauv/76Ss+npqbWap26mjRpEvfee2+dygodV1GPYcOG1XuC6XApKSmkpKSwcuVK/vCHP1Q8v3z5ckaMGHHE14XDYXJzc4k6MANXTdqp67ZsNluV3lBAxcVfXRx87Ym+8MjYV4iqVT+NYfm2BZn7ixrlBVBDHaMTKTYpBl2XR6yyGwqGiWsZW2kfnVo0UsjyUpvV7LtBGIcWXen4HFwvqWUM4y6qvoi+rhvMe38Z895fTu7+8q7eLdvEc/bEIZw5YWCds9lNQVN8L9mtFm77wxlMGtaXlTv2EQiFaZMQS/+OqVjqODXp0TTFY9TQ6uMYNeTxba6z0d155518//33R1z+xBNPcNZZZzVgRJVt3LiRPn36VPldCyHo3bs3Gzdu5Pzzz49QdCZTPbAfuEFpBEGppheK4QVbK7BErte8DGUgA5sBBWE/BaEdOeGT9oeOpH+9m2BhAGucreJvV0qJP9+HEWqH6kgFPRt+144a5QRfEeGSKAI5hyYskFKil3hQHDbcg3udkH1sSsLeENIwEEe4wSlUAQaEfU0jQWlq3qQB0qiHnk1G+b+/79VeXW5h9erVDBw4kPXr1/Puu+9isVgYNmwYY8eOrdU6dbVlyxZ0XT/2itWo8xXk0qVLmThxIr1796Z3795cfvnlLF++vK7NHdE111zDq6++Snp6OgDvvfcemzZt4pprrgHKi5I/+uijFcU3Q6EQd9xxBz6fjwkTJtS4nZqu05y4omzoYeOIy6WUuKLMQqUnyuBxA1BVhYA3UGVZKBgGCcPGn1bp+Q5RA1CFRkhWfY0hdQxp0DW6dkU3DcPgjUc/4a3HvyBzdy5Wm4bVprFvZw5zZn/KW//8ssnUVjjZpMS5uWBADy4d0pvBXdqekESTqXmSsn4ejc0ZZ5zBlClTKj3GjBlDYWEhiYmJtG0b2RmaUlNT+fjjj8nJyan0fE5ODp988km93IE0mSLKPQSsqeXD5OTvzjENP2AgEv6AEA0/iYUMFxDOup9w+lT0rHvQs2YR3juZcM7jSMNT7WsS+yRxyvV9QBH4sr0ECvz4C/z4srxodo2+dwzBknQVCAWp5yNl+QWZlDqK3YNitVG0vAuhfA+614/u8REuKAFFocWlo7El1y7p5s8tY/e7q1l100cs/9P7bHpiPoXrMpr0eZojOQrFqqH7w9UuNwI6ikXBkXL0iaVMpqbo4Iiog4/Zs2dXWae0tJStW7dy9dVXk5ycjNVqZerUqcycObNW6xxNVlYWf/7zn6s8LrvsMmbOnMnll19ep/2r0yf9nDlzmD59OuPGjWPixIkArFy5kqFDh/L6669z5ZVX1qidL774ggceeKCiJtKf/vQnoqOjmTFjBjNmzADg3nvvZceOHXTu3JlWrVqRk5PDiy++SP/+/QGwWCyEw2Fat25NUlISWVlZtGjRgi+//JKuXbtWbOtY7dR0neZkyLAu7NiWja4bVYZLhYJhhCIYcFrHCEXX/J16Zk/6jDqF1d+vIxQI44xxIBB4S334Sn107t+BoRcNrPSa1o7utHedyo6ylRgyjE1xAoKQ9OPXPcRbW9Ej5sg98aqzful2fvp0NXaXDedhyUW704an1MePH6xgwKgenDLIfC+YTKbG7Q9/+EOl3skH3X777QwaNIgWLVpU86qGc+mll/Liiy/SuXNnzj//fJKTk8nKyuLLL7+kX79+XHrppRGNz2Q6XkKxQtu/Inf/DUI5oNgAFQ7eJHMPg8QJR23jRJCGFz3rbqR/PYgoUA98FhilyJJP0PVc1OTHqk2CdZncnbju8ez6ZDt5a3JBQPLprWh/YUfiuicgZRrIAHrxHNDzkAenUlPjsKbeSPTAToTLfiGYlQ9CENW3C/GjBxLVu3Ot9qF4UzYbHvoWf24ZQlEQiqBsRx7Z87fRduKptJ86oEn2QHYkR5M0uDWZP+xEc1oq9XCShiRU7MfdJYG4Xi0jGKXJdGKkp6dXKr1T3Ygpt9vNvn37WLJkScVNqVNPPZXx48dz99130759+xqtczTBYJDt27dXek4IQVJSEu+++y4XX3xxnfavTsmm++67j5dffplp06ZVev61117jvvvuq3GyaciQIdVOoXf4jHBWq5V3332X7OxscnJy6NixI06ns2K5EIL777+fe+65hx07dhAXF1ftyeSx2qnpOs3JGaO688N3G8jcX0i024HVWv528PtDlJX66do9hQGnNa56Tc2Jqqnc8vy1vP3w/1jy6UoKMsqHr9lddk6/aBBXPzQRR5Sj0muEUDg75TrsudFsK1lGWbigvC3FShvnKZzZ8hpcWmyt7nAt+nw14ZBObGLVO0bOKDv5WUUs/vJXM9lkMjUj9dEzqSndSE9MTKRLly78+uuvjBw5MmJxWCwW5s+fzzvvvMM333zDr7/+SkpKCv/+97+ZPHlysx6ybDp5iKje0OlZZN4nUPQjGAFwtEfEj4X488sTUg1Mln6P9P8GagJCHLZ9NQZp2JDeZUjvUoRreLWvT+rXkqR+1Sc7hBCo7ktRXOdi+BaDXghqHIpjGEJ1EzcCYs/oh+ELIFQFxVb7/dd9IX6bPQ9/bhm2xCiEcmg4X7g0wJ7/ria6YyJJQ+s2Y1Skdb52AMVb8vDuL0F1WFBtGkZIR/cEscY56H7L6RX7bDJFVH3NxnugDbfbfcw6z7169WLx4sWVej/36lU+BHfv3r20b9++RuscTUJCAn/7298YPHhwlWUej4dly5ZVu+xY6pRsKioqqjRE7aBLL72UW2+9tcbtJCQkHLX49uFatmxJy5ZHzmhrmlapJ1Nd26npOs1BbJyLO++5gOef/pbdO3MpKy0fimixqJzaP43rbjm7IgFlOjEcUQ6ufXwqF/95HNt+2YlhGHTo3Y7ktCPffbcqdka3nM7A+IvI8G1Gl2GSbO1IsqXV6Y7W/p05aJYj1+5SNZWMXTnVLjeZTE1UfZwsNcKaTUfi8XjYtGkTFovl2CufAGVlZRV1JFVV5corr6zxjTmTqSkS9naI1rcgU28GJEJENpFqlH1XHpeomugRih0ZLsIo+xHlCMmmmhCqGzWq+pprQghUZ91LU+Qs3ok/swRrvLNS0kUIgcVtx59Tyv4vfmuyySZX6xgGPnU+u95ZS9aCXei+EIqmkDy6Ix2u6I27S2KkQzSZgMjMRjdp0iQeffRRVqxYwaBBg4DyCUfsdjs9e/as8TpHs2vXLqZPn86GDRtqtexY6pRJ6Nu3LwsXLqzSVX3BggWceuqpdWnSFCGt28TzyD8vZ+OGfezakYOiCLp2b0XHzi2bZFfcpiohJY6EcbUbrum2JOK2HH+B/ii3g3D4yEXfdN3A5XYccbnJZDI1Fk8//TTLli2r9FwgEGD58uUkJSUxcODAI7zyxHryySeZM2cO48aNY9y4cYwcObLarvImU3NzcMKZiAvngzhaslmBcF6DhVNbpVtzkYZEOcLEPqrDQvGmbIyQjnKEG4iNnbNVNKfcOYwu1w0kWOjHEm3DGmvWjjWZunXrxlNPPcXZZ5/N2WefTWlpKUuWLOHll1+u6LhTk3XqqqCgoNLs6LVRp2TTOeecw6RJk5gxYwYDBw5ESsmqVat4+eWXmTVrFl988UXFuuPGjatTYKaGoyiCnr3b0LN3m0iHYoqAQWf35LeVOwmHdbTfncSEQ+XFGgeNPnZG3GQyNR2SI06EWas2Ghu73V7Rg+igxMRE/vrXv3L11VdjtTb88B2Av/zlLwwaNIgvvviCP/3pT+Tl5XH22Wczbtw4xo4dS3JyckTiMpmOl5QSfd8mwpsWYeSmg9WO1nEAlm6nI5xHHxrSoCzJENp7lBUMsDTyUQ1Hy9kd/EBuBjeKLVE2LFFmMt7UONXXBCm1bePmm2/mggsuYMmSJURHR/PWW29VKR1Uk3V+Lz09nVtvvZWSkhLS09OrjF4LhUKsWrWKK664onYBH1CnZNMjjzwCwPPPP19l2cMPP1zp54OzxJlMpsbp9DF9mff+cvZuzSI6zoXNXn7nL+ALUlrspX33VE47x0w2mUzNSjPNNtV01pWGZrPZGDNmDGPGjOHf//4369ev54svvuD1119n5syZ9O3bt6LXU79+/cyexaYmQUqD4OK5hH79HvQQKBpIg+D+LYTWfY993J9RExvHjUwl+lx070qkEUAolRMZ0vCC0FCizj7hcUg9H6lng3AitHY1/luP6ZHMvk/WH7Hnku4Pk3R6Gopm1n0zmU6kSAyjOygtLY20tLTjXudwqqqSmJiIqqoV/z+c3W7n/PPP56qrrqp1vFDHZJOZQDKZmg+X28FtT0/lxXs/YMeGfZQVewGwWDR6DOzANQ9eTFAFi2GgmcVrTSZTI/fhhx8ycuRIEhIS2LNnD7feeiter5eHHnqooo5BpPXq1YtevXoxa9Ys8vPz+eqrr/jiiy94+umncTgc/Otf/6qY7ddkaqzCW5YSWvMtqFZwuCsSJ9LQkUXZBL55AcekhxBq5Ot/CteZCOe3SO9ypLSD4ipfYJSCDCKiz0E4TtwwWxnOIFzyGob/J5BBQEFYuqC5r0SxDz3m6xNPT8PZJhbPnkJsia6KGdukLJ+tTbGqpI475YTFbzKZmqdWrVrx4osvkpOTw3vvvcdNN91Ur+1H/tPfZKoHhjTI9qcTMPzEWOKJsyZFOqQmpWWbBO59fQZbf93D9vXpCASuLvGskAVcvfALgnqYKKuNcZ27MrFHL+IcZg0nk6lpq4/ZVBpf75v58+fz4osvcskllwBw4403UlpaSocOHbjwwgvZvXt3o6uVlJCQwNSpU5k6dSrhcJhFixZFrJC5yVRTUkpCa+chpYFid1VaJhQV6YjBKNiPvmcdWod+EYry8JhsqMmPoOe/giz7Foyi8gVKLIr7ApS4q05YEXMZziSUdysyvLc8yaVEgwwjg+sJ5d+LFvcXVOc5R21DtWmccs/ZbHjwW7wZJQgkKApSN1CdFjpcNYiEQW1PSPwmk+lw9TQbXSM7h2rRokW9J5rATDaZmoGNJb+wOPdL8gKZGNJAUyx0cPVgVMvxJNlSIh1ek6EoCt36tadbv/ZszsvljnnfkF1Whl3TsKgqhT4fr/36C4v27uH/zh1LotMZ6ZBNJlNdNdNhdJ988gkXX3wxUD4D3Lx580hPTycxMZEBAwbwyy+/cPrpp0c4ykMKCwvZuXMnHTt2JDY2Fk3TGDVqVKTDMpmOze/ByN+HsFR/80loFqTfQM/a2SiSTQBCiUJLuhUZ/0dkYDsIBWHtjFCjT+h2w6VvlSea1BYIcWAInLAihQOMXPTi51HswxDK0c+rojsm0v/Zi8lZsJ28ZXswgmGiOiWRcnYXojuZN1lNpoYQqZpNDSU7O5tly5axf/9+DMOoeD4hIYFJkybVuj0z2WRq0tYWLeGrjLcJyxAO1YUiNEJGgM2lq8ny72Vyu1tJsDXygo+NjCEljy9ZRHZZGS2jolAOdIuPsloJGTpb8/N4afUK7hk2MrKBmkwm0++UlpaiaeWnNosXL6Znz54V9QcSExMpLS2NWGyvvPIK9913Hw6Hg7fffpusrCymTp2K1+vFbrfz0ksvceWVV0YsPpOpVmpwU17Kmq3X0IQai3AOaJBtSaMUwzcPwypALUMYVoRuRyAQQiCVeKSei+H/GdV57JpR1hgHrS/sResLe53w2AMlIYIlIezxVixO85LRZGruPvzwQ66++mpcLheFhYUkJCSQmZmJpmmMGTPGTDaZTi4B3ceP2R+jSx23Jb7ieVV1YlXsFIXyWJz3FRem/jGCUTY967Kz2JqfR6zdXpFoOsiiqDgsFn7ctZPr+g8i3mH2bjKZmqL6KHBZHwUy69uAAQN47rnnaN26NY8++ihjx44FwDAMNmzYQJ8+fSIS165du7jxxhu59dZbUVWV66+/ntzcXB555BFGjRrFl19+yY033si4ceOIj48/doMmU6TZXKhJ7Qjv34KwVT0XkOEgQlFQkztFILjGQUpJMDyXQMxepGKAACEFQndg8SWj6E6E0Mo7ieo5kQ63QsHWEta8so3d32egBw00p0bnca3pO70z0a3N8z7TSU7W0zC6RnYOJaXkuuuu44033qBbt25cfvnlbNiwgY0bNzJ+/HimTJlSp3brNDj591XKa7rMZKpP28rWUxYuxqlV7f6sCAWrYmdr6a94w5G7k90U7S0pImTo2LXqc9FOiwVfOMT+CPYQMJlMpur88Y9/pEePHkyaNAmbzcZtt90GwJw5czj33HNJTk6OSFzff/89F1xwAY899hiPPvooXbt2ZdCgQdx666307duXe+65h8GDB/Pdd99FJD6TqbaEEGi9zyqvz+QvQx42JkQaOvhKUBLborY78T1wGquQ8T4BXkcqOhgKGBpSKhial6BrL4bqQ0oDkKC4Ix0uANlrC/lsymI2f7AbPShRrSohT5h1c7bz2dTFFO/1RDpEkymiJKLeHo3Jvn37sFgsTJgwAUVRCAaDAPTo0YPHH3+cN954o07t1qlnU35+frXPh0IhSkpK6hSIyVRbpaEiAFRRdQpYAE1YCBoBysIl1SakTNWzHZg1xpAStZopeXVpoAiBTa3+uJtMJlOkOBwO/vvf/1Z5furUqVx99dUNH9ABxcXFdOjQoeLnLl26VLo4B+jbty/p6ekNHZrJVGdal9MwCvYT+uVLZFk+CBUpDQSgxKdiH3M9Qjl0riClZP/KAnYtyCHs04nr4KLL2FY44xtX0f76IGUJAf0NQEHBjaQUUAGBNARSCRO25WEJRiGUaBR75GvJSUOy6IG1eHL8RKU4EUr5OaDFpWHoFop2lrL8n79xzrONY1ZPk8lUf4qLi4mLiwPKi4VnZWURDofRNI2kpCRyc3Pr1G6tkk3/+9//qv0/lHdRX7ZsGZ06nbzdZU0Ny6lFARJDGijVzCCiyzCqUHGqUQ0fXBM2oFUqbpuNkmCAOHvVwp8l/gCd4uPpFJ8QgehMJlP9EBx/MZXGdVfuoA8//JCRI0eSkJDAnj17uPXWW/F6vTz00EMMGhSZi6Q+ffrw73//u+Lnrl27VlknJyeH3r17N2RYJtNxEUJgHXwxWrvehDb/jJG3F2F1oHXoh9ZlMOKwWep8RUG+umU1exblogeMio+Pn5/YwpkP9aTz+a3YvCyXkjw/7gQ7XQcnYrE23ZtaYbkYSSGCRFBDYHhBhkBoCMSBHk7FSDRU1xSEGvlzquxfC8nbWIQ9zlqRaDpIURWs0Rb2zM+idL+X6FRzOJ3p5FQfZQgOttNYJSYm0qZNG2bNmsXYsWN5+OGH6dWrbr1Ua5Vsmj59erX/B7BYLKSlpfHss8/WKRCTqbY6R/XCoUbh08twaZW7H0spCeg+usf0J8oSE6EIm6YEh5OLuvbgrXW/UhIIEG21IoTAkJIivw9NUbiiZ58q9ZxMJlMT0kxno5s/fz4vvvgil1xyCQA33ngjpaWldOjQgQsvvJDdu3djszV8L4qzzjqLu+++m127dtG+ffsqtQ98Ph+rVq3in//8Z63alVLy66+/YrPZ6NGjR7XreDwedu7cSXx8PKmpqdWuEwqF2LRpEy6Xi44dO1ZalpmZyZ49e6p9Xb9+/bBarYRCIX755Zcqy7t06WLWoGrmhBCorTqjtup8xHWklHxz2xp2zsvGHmfBmXjgvEKXeHL9fHbDLxS2+JXMfD/hkIFmUWjR1sWEu3py2h/aNODe1B9DFgHiwOxzKmipSD0bZPnQFKQEBRT3xahRjaO2aPHeMvSAjiOh+s9IzanhLwhQku4xk02mk1czrdnUsmVLbr755oqfX3vtNa666iqeeuopBg8ezMMPP1yndmuVbCoqKgKgU6dObN++vU4bNJnqi1OL5vTE8/gx5yPKwsU41CgUFMIyhFcvxaVFMzRxzHFtQ0qJOAmTKjP6DcQbCvHFti1ke8rK78IhibbauObUAZzfqUukQzSZTKYqPvnkEy6++GIAysrKmDdvHunp6SQmJjJgwAB++eUXTj+94YerKIrCN998UzFT3u/t2LGD2bNnk5RUs+nLw+EwTz/9NC+99BLZ2dn069ePBQsWVFpHSskdd9zBCy+8QIcOHcjIyGDIkCHMnTuX6OhDQ8u/++47pkyZgsPhoKioiO7du/Ppp5/SsmX5TK7z58/nmWeeqdT2rl27KCoqIi8vD6vVSn5+PkOGDKF37944HId6xM6ePZtRo0bVaJ9MzVfW2iJ2LczBHmvB6jr0N6CoAmFXKd3tIVAMrg4OLDaFcNAge3cZL9+2EqBJJpwUEQ9IpAwjhIZQnKC0B8NzoIeTH4QTzT4dUU3v/EiwODSEIpC6RGhVz31l2ECowpyZzmRqhpKSkpgxY0bFz4MHD2bLli3ouo56HKVT6vRpYSaaTPUpa18BpcU+YuNdJKXE1uq1gxPORhUqS/O+pTRcjMRAExZS7GmcmzKRVo60Wsfj14vZWjKP7SUL8OvFOLQ4OkWPpLP7LOzqyVH7yaqq3HX6cCZ0P4WFe3dTGgjQwuVidFpHklyuYzdgMpkat2bas6m0tLQiobN48WJ69uxZMXFJYmIipRGc2OBg8qY6PXv2pGfPnjVuy+PxkJWVxVdffcXjjz9e7XnZSy+9xIsvvsiyZcvo3bs3Ho+HsWPHcsstt/D6668D5TU4L730Um699VYeeOABfD4fI0eO5JprruGLL74A4IorruCKK66o1HaPHj0YNWpUpaQVwDvvvFOr/TCdHHYvzEEPGDgTrJWelxKKc/zoElyGQFoUEAKLTSUuxUFBpo+PnvyNAWNSUbXGkZCpKU0MRZCApKh8KB0HRg4qrgNFwX1YlBEoIi6SYVaSOiQJR6Idf1EQZ6K9ynJ/UZD4Lm4STzFHDJhOXtIof9RHO43Jtm3buOWWW/jqq68qPX88iSaoY7IJYOPGjSxbtoyCgoIqy+64447jCsp0YhgyBEgUYT3mug1hy7p0PpqzmK3r0wmHDTSLSs9+aVw8bTjtu9RsxiBFKJyWcBanxg5jt3cLAd1HjDWB1o6O1dZxOhZPOI/vMx6lKLgXgYIqLJQEM/gl/212lf3MWSl/xamdPEMCOsTF0yHu5Nlfk+mk0UyTTQMGDOC5556jdevWPProo4wdOxYoryu5YcMG+vTpE+EI60dMTAxPPPHEUdeZN28eI0eOrKgD5XK5mDZtGjNmzOCZZ54hKiqKDz74gFAoxF133QWUF1i/8847ueyyy8jMzCQlJaVKu0uWLGHTpk3Vlk3Yv38/hmHQsWNHXOaNCdMBYX95jabf9xQP+sIE/TqqBkgQBsgD1zVCCKLjbWTvLmPrijy6n96i4QM/DkJEY1Ovxa8/hSFzEMRQftnlR1KCoCVW9apIh1mJzW2hzx87svyJjfgKAthjy2s3GbrEXxBAsSic+qcuKGr159cZm4pZ+t89bPkpByR0Oj2R0ya2JSataSUKTaajqY/Tp4PtNCYul4t169bVe7t1Sja9+OKL3HDDDbRu3bqiavnhzGRT41LoW0JO2YeUBtYhkURZT6Fl1HjiHCMiNkTst9W7efpvH1FW4iMq2o7dYSUUDLNy0Ra2b9rPXf+YSPuuVU9yj8Sq2ukSffwXESvy3qAwuBunGo8iDv15GDJMfmAnq/L+wxnJfz7u7ZhMJpOp/v3xj39k0aJFTJo0if79+3PbbbcBMGfOHM4991ySk2t2I+NEev/993nmmWfYs2cPoVCo0rI77rij3s6h4uLi2LlzZ6XnMjMzCQQCbNiwgcGDB7N69Wp69OiB03mo/sppp52GlJK1a9dWm2x69dVX6dChA2eeeWaVZVOmTCEhIYGdO3cydepUnnnmGTPpZCK+kwukRA8ZqJZDiQc9XH65JQyBtAnk765KLFaFcMigtCDYkOHWG6s6HiFsBPQ3MeQ+QAesaGIINu0mVNHhWE00uFP/1IWQT2f9nB14snygCDAk9jgrA//cnS4XVT+kcfVn+3jvrl/xFofQrOW/48ytpaz8cC/jHuzEGZebvaFMpsasVatWtGvXjk8++YSLLrqo3tqtU7Jp9uzZzJkzh6lTp9ZbIKYTI6PkHfYVv4whA6hK+clkcWAFJYHVtIqeSuuYaxs84WQYBu/8+wfKSnwktnRXbN9i1XA4beTlFDP3pQXMempSg8ZVEsxkv3cNVsVVKdEEoAgNi3Cw17uSslAuUZaa1dUwmUymxkjK8sfxttHYOBwO/vvf/1Z5furUqVx99dUNH9DvLF26lCuvvJKbbrqJ6dOnV6nhVJ+z0c2cOZMhQ4Zw/fXXc8kll7Bt2zaef/55oHz4HEBBQUGVAt4JCQmV1jlcWVkZ77//Pvfcc0+lcwebzca7777LpEnl39sbN25k9OjRWK1WXnjhhWrjCwQCBAKBip9LSkqA8lpTspG9uQ7G1NjiqquG2p+8tbns/HAbWT9nkqSVEchVEfHRSLsdhEC1CoQApCSUYAUFDr/fHwzqWGwKMS1sR4y1sf9uNDEGVT0bXf4GeBAiuSLJVF3MEd8fAYNu7U6Pie3Y9UMm/qIgrhZ22p/dCke8rSLGw+XuLuP9v6wh4NWJa22v+GyQUlKaF2T+y9tI65FM296NZ8hgXUX891OPmtu+NNzGmmeB8H379mG1Whk/fjyDBw8mLS2t0hC6Nm3aMHv27Fq3W6dkU1FRUcVML6bGyxPcwv6SVwGwaYfu5mq4CRvFZJa+Q4x9AG57vwaNa9uG/ezblYs71lkl0SUUQVS0gy3r0tm3K5fW7RsuqVMY3EvYCOBUqx82ZlEc+PQiioLpZrLJZDKZGjmv14umaVitViwWS6TDAWDRokVcffXVtZ51ri769+/PihUrePbZZ3nkkUdo27Ytr776Kuecc05FEW+LxVIp4QPlM+MdXPZ7c+fOJRAIVEncxcXFVSSaoLym0+23384jjzxyxGTT7NmzefDBB6s8X1xc3OgufqSUlJWVAVWHgjVFDbE/mYv2s+mN39D9OqpbwdXDjloUQBrFBLUAYZsToRrEdFDxYmBNU7AeXhpESvScIJ17uUnqpFFcXByxfakfaYf9v/p9gUa0Py5oe0FixY9B/ASL/dWuuvLzXSjRYZI72A4Upjr09+tM1ggrQVZ+uY2Ydl1PcNAnXqP5/dSD5rQvB29WNAQpBbIeEkX10UZ9EkLQrl07rrqq+uG9da3dVKdk04ABA1i1ahVnnHFGnTZqahi5nq/QDR9WtWpRUlW4CRrZ5Hq+avBkU0FuKaGgTkxc9W8/q82C1xugMK+sQZNN5b2ZBBIDQdXx5ZLymel+3+vJZGqOpJSE9T3oegm67gbMLvCmpuHDDz/k7rvvZufOnbz//vtMmDCBd955h+LiYq6//vqIxtaiRQu2bdvWYNvr27cvr732WsXPB3t99ejRA4B27dqxatWqSq/JyMioWPZ7r732GuPGjat2eN3vJScnU1xcTFlZGVFRUVWWz5o1q2KYI5RfLLRp04aYmBjcbncN9q7hHEx+xcTENPmLMjjx+1O2v4wtT27E8ISxJzkQIQECLDYLZZkeNK+XgM2Cq20M7UfE88Wnuylb48cVZ8VqUwgFDcoKgrhirfzh2j7ExcVGbF8aWlPcn11LyvBkCCyymtpMQsGwKmyfX8ols5r+eURT/P0cSXPal6Yef2OQmprKnDlz6r3dOl01n3XWWVx++eXceeeddOrUqcoveNy4cfUSnOn4eEPbEEKt9g9QCIEQFjyhLQ0elyvajqoqhEM6FmvVt2A4XD7Foiu66kwYJ1ILe1fsqpuA4cGhVv1CDBpl2NVYkuydGzQuk6muPN4APy7byvxlWyks9pIUH82oIV0YdVpn7LYj9/Tw+X+mpOwVQqGNGNLA522DFN2IcV+HRWvbgHtgOmHqoxt4I7srB7Bq1SqmT5/OY489xnvvvVfx/AUXXEDPnj258sorq018NJSLL76Yxx9/nM8//5wxY8ZUGUZXn3RdR0pZsQ0pJS+99BLnnHNORe2q0aNH8/jjj7N582a6desGwKeffkpcXBynnnpqpfYOTgzz5ZdfVtmW1+utVPcJyguUt23b9ojH22azYbPZqjxffn7S+N5bB+NqjLHVxYncn/Rv9hAsDuJs6UQgKjq6WBwqcR3ceDLL6DgigaFPnYGiCDpf1Ib//XMDO9bk4y8JoVoUug5K5JI7etJj6LELgx9tX4ywQWmGD6EKolMcCKXx//6a2ntNEQrSkEf8TpCGRFGazv4cS1P7/RxNc9mXhoy/ufZsOlHqdJZzsNvzrFmzql3u91ffzdJ0bMXBnWwvXoTXuwVNtZHsGERr1xlY1dqfHCvCfmB61SPRUUTVE70TrVvftiQmu8nLKiE+qfK0yVJKSou9pHVJJq3LkaeJPhFsahRd3GezrvB/BA0PFlE+zE9KSdDwYsgw3WLOxaI4GjQuk6kuCoo8PPTvr9mxJxchBBZNJb/Iw6YdWSxcvpV7rj+PaFfVhK7XN4+Cor9hSC+KcB+YvVLi8X1JMLSOpIQXsWjVFwg1NR1Clj+Ot43GZu7cudx666386U9/Yt68eRXPR0dH065dO5YtW8ZZZ50VsfjcbjfDhw/nggsuQNO0KsmWv/71r/z1r3+tUVtr1qwhEAiQm5tLSUkJy5YtA2Dw4MEAlJaWMm7cOG666SZiY2N55ZVX2LJlC4sXL65o4+yzz2b06NFcdtllPPTQQ2RkZPDoo4/yj3/8A6u18sy1r732Gm3atOG8886rEsvTTz/Ntm3bGDt2LNHR0Xz66ae8/fbbvPXWW7U6PqbmoWhTAQKOmNhRbRolWwtRDizvOiiRv74/gv1bSyjK8eNOsNGm+/H1ttBDBmvf3MW6d3ZTss8LAuI7RXPqHzvQY0KbJn9x3Zh0GZbE5gU5GAeSSoeTUmKEJd1GNOw5vcl0wjTTmk0AHo+He++9l08++YSYmBjWrFlDMBhk5syZPP/889jtte8IUqdkk5lMOjG2F3/MbwVvo3udCEchUhhkeVewveRjBrf4G25r1S7tRxNrP50i3xKkDCN+N/RLSgMpDeIcDT8U0mrVuOjKYbzx1DcU5JXijnWiaSqhUJiSQi82u5WLrx6GojT8VKl94ifg04vYWboQj5FX8bwmbHSNOY9eseMrrV+eiNJRhMCi1G0sq8l0Irz83s9s251LfIwTi3bovRkM6WzYmsl/PlnBDZMr//0b0k9RyZMY0o+qJB9ItgoUEYWqtCSs76Wk9GUS4h5u6N0xmWokMzOzosj27y8mpZQEg5Gd1eqLL77grbfe4oEHHuCUU06p0rPpYO+imnjooYfIzMwEwGq18uc//xmgIukUGxvLs88+y5NPPklGRgYDBw7kueeeqzIj36effso///lPnnnmGZxOJ6+//nql+ksHbdu2jbvuuqva7+ZZs2bx/vvv87///Y/8/Hw6d+7MmjVr6NWrV433x9R8KFb16BMIGBLFWvl9JISgddcYWnc9/qFWhm7w/V1r2PhhOkIIrNEaSMjZUMR3d66hYEcpw+7uYSac6smAS9qw4JUdFGf6iElxVCScDENSkuMnsauFQZeZvaJNpsZu5syZ7NixgxkzZvD2228D5ecXSUlJvPDCC9x66621btMsPtNIZHlX8VvhHEBgU+NQNAUhwJA6ZaF9rMh5jFGpz6CKmhc5TXCeTVbZe/hDe7GoCQd6KIAhQ4T0fGxaMknOMSdmh45hxPm9kVLy4RuLKMwtRUpQFEhKieXyP41kwPDIFBFUhYXTk2bS1X02ezzL8OvF2NUY0qKGEm9NqzgxMaTkm32b+GT3enaW5iMEDEpqx4T2fTg1oXVEYjeZDsrIKWbVhr24HNZKiSYAq0XFbrOwaOV2rvjDAOLch4a++P0/o+uZqEp81eL9QkXBhS8wH10vQD1CIX1TEyE5vIZr3dtoZLp3787ChQu58sorK72Hf/vtN3755Rf69OkTwehgw4YNTJs2jfvvv/+42/r444+Puc6pp55accJ4JC6XiwceeOCYbX322WdHXCaEYOLEiUycOPGY7Ziav5ZDkkn/djdG2EDRKieVpJToIYNWI07cudKO77LY9PE+bNEWrFGHLnWsURq+wiBrXttJp3NbkXJq058drTGITXZw1fMDePP6VRRnlk8wgAAkRCVYGHNHN1p2jD5qGyZTU1Efp08H22lMfD4fH3/8Mfv27WP//v2Vzh3OPPNMZs+e3bDJpm3btvHuu++yc+dO3nzzTaD87th5551X7Rh809HtKv0SXQZxqC2Qh50gK0LFpsZRGtpLlnc5qa5hNW7TosbQJWE22/LvxR/eU14IToBAYLe0oVP8A1i1yMyqJoRg1Li+DBndg/Urd1Fa7CU2PoqeA9tjraaOU0PHlmjvRKK9U7XLDSn557of+WzvBgwpcWoWdEPyw/6tLMnexZ29z+T8Nj0aOGqT6ZBd6Xn4/SES46sffut0WCkq8bF7XwFxPQ4lm3Qj60Ah/OqT2kLYMKQH3cg1k01NXTOt2TRjxgz69u3Ltddey+7du1myZAlr1qzh3//+N5MmTSI1NTWi8aWlpbF169aIxmAynWitR7dlyxsbKdldgiPRjmIpv+lh6Ab+XB+2OBvtL+x4wra/8X97kbqslGg6yB5roTTDx+ZP0s1kUz3qfHoSd303ipUfprN9SR4SSYeBCfS/uDVqVCjS4ZlM9aa51mzat28fLVu2JDY2tmKikIPsdnvFzIW1Vaer+oULF3L++eczdOhQvv/++4pk05IlS9i5c2edsl4nM0OGyfNvQBPV1wJShQWJJN+/sVbJJgCntRO9kudQ6FtEaWADAFHW7sQ5zkBtBLWH7A4rA89oWlOh/pixjc/3bsChWoiyHEqsui128gMent6wkP6JbWjpMO/imCJDUZSKemNUM0xASokQoKmVlynCXX4zUuoIUXVYqJRhBBqK0rhmijKZDmrRogWLFy/m7rvvZtOmTaxYsYJWrVpx8803c++990Y6PM4//3zuv/9+3nvvPS644AIcjsh/D5tM9c3isnD6k2ew5K5FlO4sQRrl9UOFENiTHAx8YDDuDiduZrL8raWo1upLMQghEIqgYHvdLpxMR+ZuYWf0dZ0Zfd2hiXSklBQXF0cwKpPJVBOpqank5OSQlZVVZXTD+++/zymnnFKnduuUbPrLX/7Cs88+y7Rp0yoFc9VVV3HRRReZyaZakjXukFe3DneKsJHgPIsEZ+SKojYnn+/dgC5lpUQTlJ/AxNtc5PhK+XbfZq7sPDBCEZqaIyklu3bmsvTnreTnl+F2Oxh0Wke69UitUpCzW8eWuJxWPN4g7qiqxfw83gCxbgcd21Xu2Wi3D0NRYjBkEapIqLJ9Q5bgsA1HU4897bnJFAnr16+nZcuWfPDBB0D5jGyq2njq6R0spH355ZcDVIntvvvu47777otEaCZTvXJ3iOGst84jY+E+cn/JQRqS2K5xtDm7Lba4EzvbsC3GQvFezxGXSwNs7pqXpTCZTKYKxoFHfbTTiDidTq699lrGjh3L5MmT8fv9fPbZZ7z//vt88MEHLF26tE7t1inZtH79+opx+Ycnm9q1a8fu3bvrFMjJTBUW4qxdyPH/ioWqvWEMGUYgiLV1rubVpoa2tTgHu1r9n44iBBLYXVrQsEGZmjXDkPznjZ+Y9916Av4w5YlnwXdfr2PgaR257qazsdsPnTjHuZ2MGtyFz39Yj0VTcRxYJqXE6w8RChucd0YPnPbKs02pShzRrispLv03upGPImIBDUkQ3chGVWNwR01vsP02nUDNtGbTo48+yiWXXMKll14KVE3mRNoVV1zBoEGDjri8U6fqh2+bTE2R5tBoe14abc9La9DtdhmbStavRRi6RPldD95wQEco0Olc86aJyWSqg3oaRtcYSxH84x//4OGHH+bRRx+loKCACy+8kO7du/PZZ5/Rr1+/OrVZp2STy+UiJyeH9u3bV0o2rV69usosJ6aaae8+n7zAeoJ6GRZiK56X0sCvF+LSkmnlPD1yATYDRX4f3+3YwS/792NIySktWnBe584kR9VuuJtN1fCEjzb+XGI7QjLKZKqLr75Yw9df/IrNrpGYFFUxRM7vD7Hk56243Q6u+dOoSq+5avxpFBZ7Wfbrbko9foQQGFJitaicNbQrE847tdptRUdNA6FSWvYmupF7YGy6ikVLIy7mTmy2un3ZmEwNoX379mzZsiXSYRxRp06dzISSyXSC9ZjQhvX/3UPhjlIcCTYsDhUpJSGvjr8wSEr/eDqe27yvV4KlIXZ+s5+sNYUgJS36xNHx/NZmjy6TyXREmqbx4IMPcv/995OTk4PVaiU+/vhqtNbpiviSSy7hjjvuYM6cORXPLV++nOnTp3PZZZcdV0Anq1bOoXR2X8K24k/whwtR9GIkOhIdh5bEwKS70JTK3Y5LApvI9nxHWWgHqnCQ4DidFq4zsShmrSCAvBIP36/fxvr0bIr8PjaW5OHVQqAJBIKf9uzm3fXrmDX8DEa171Djdkckd+K9XWsO1L2pnJUO6mFUoTAoyZzi1VQ/gsEw33y5FkURRB02JE4IgcNhJRw2WPTTZi6+dCBxhxUEt9ss3HXt2azbsp+ff9lJUYmXhLgozhjYke4dk4845bMQCu6oPxLlvAR/YAm6XopXa0FS0hAUxVrta0xNUDPt2TRz5kxGjRpFWloaZ555Jm535fpiDoejwXs7ffPNNwCcd9559bquyWSqnivJzoWvDuKbW1eTu7EYf1EQJKhWhXZntODcp/phcTTfm4I5awv5/pYVlOz1lNdulLDpvd388twWznp6ACkDEo/ZhhHUCZUFUR0amsNMUJlMB0kEknooEF4PbZwoZWVlZGdn43K5iI6OxmKp+2dAnT5pH3/8ccaPH09CQgKGYRAfH09hYSGjR4/moYceqnMwJzMhBD3iriLR3oft2YvxaL9hUW2kOIfQNmo0zsNmjZNSsqfkLfaWvIVu+BFCRUqDfP9S9pV+QM+kR3BZ0iK3M43A8u17eezThRR4vEgpKfL7MaTEYlFJahONPcqKISV5Xg+P/rSQdjGxdKhh5vaitF58u38zOf5SEmxRaEp5EcqAHqYg4KV7bEtOb9n+RO5ek7c7PZ91G/cR1nXatIrn1J5t0LTGNdylsdizK5f8/DJcUdXP8uly2cjPL2Pjb/sZOrxysX1FEfTt3pq+3Ws/xbSiuHE6ziufpjpcfMQZ6kxNVDOdje72229n165dTJ06tdrlH3zwARMmTGjQmJYtWwbULIFUm3VNJtORJXRxc8XnI9i7JJfstUUIRZA6KIGUfnFHvNnSHHhz/Xx7w3JK93txtbCjWMrPUY2wQVmGl+9uWkHfh3qzd195IqrrqYl06ZtQcUwChT52f7CRfd9sJ1waQLGotDyjHe0vO4XoDubsfSZTc52NDiArK4tbb72V9957rzxRDcTHxzNr1izuuOOOOrVZp2RTdHQ08+bNY+nSpaxatQrDMOjXrx/Dhw+vUxCmckIIWjj6YotrT0xMzBG/DPN8P7Gn+E0ECja1ZcV6hgzjDe1hY95D9E9+CeUkvTjcX1DM3z9ZQLHXR1K0i+KAH0JgESpG2CA3vZSUTrFoFpUkp4tsTxmfbdnMn4fUbJhi++gEHuo/hkfWfEeuv6zi5r4qFHrGJfPwgPPNYXRH4PEG+PecBaz6dQ+BYBghyt/3qcmx3DRtFF07Ne9u7XWh60a1vegOEqI8AR0ON7JKgyZTBMyePfuoJ0RdunRpwGgO+cc//sFzzz13zPW8Xi933XVXA0RkMjV+gcwC8n9YQ/GKLRiBEPZ2LYkf2ZvY07oh1OpnmzucUATthrWg3bAWDRBt47Dts3TKMry4kh2V6lUpmoItwUr2lhJemvoTe7XycwaLTaXHoCRueWIIbrtg5R3fUbI1H8Wqoto09GCY9M+3kLM0nf6Pjiau58lzLE2mk81FF12ElJIvv/ySU045Ba/Xy48//sg999yDxWLhlltuqXWbx3VFPGTIEIYMGXI8TZjqYH/pxxiEsKstKz2vCA2rGo8ntJMC3woSnUMjFGFkfbt2K0UeHy1iXAgh8ATL6ysJIVA0BSMs8RQGiGnhRAiBRVFZui+dP9diG4OS2vHOqCuZn7GNHSV5aIpC/8Q2DEpqV9HTyVSZYUj+9fI8Vv66G6fDRmJ8+e8nGAqTnlHI7Oe+4e9/uYhWybGRDrVRadU6HqfTis8XxGKpOk263xfCZrOQ1v7Y3eJNpoOELH8cbxu1VVZWxnvvvUd6ejp//vOfiY2NrbJOdnY2H3/8McXFxQwePJgRI0bUuP3OnTvTuXPjmkxjwoQJdOvWrcbr9+zZ8wRGYzI1DWWb09nz9MeEisoQmopQFUrX7aLst92UrttJm2vPr1HC6WSzZ0E2CKoURjcMSdZeD0ZQJ15R8LZ1AuD3hlnzUxaPTl/I1cOjKdmajy3RiaIdPLYWZLTEn+tlw5NLGPbahQil8fXIiDRZlI6+cz4ybwsoKkpKX5T2IxDOhGO/2NSkSFn+qI92GpM9e/awdu1asrOzK5Ug6NatG1FRUbz44osNm2wKhULs3LmTwsLCKssGDx5c12ZNxxA2PJQGN6MKZ7XLFWFFYlAS3HDSJptW7NiHqorf9QQp/3/5cxK/J0TMwSUCdKP2vUKiLTYuaGdeFNTUxq0ZrNmQTpTLXjE7GoDVopEQ7yK/oIyvf9zANVcMi2CUjY/b7WDo8K5889VaQqEwFsuhj21dNygrC9CnXzvapSUdpZXmzZAGBcE8DGkQZ03AopycvTobuyeffJInn3ySHj168MMPP3D11VdXSTatWbOGM888k0GDBtGxY0cef/xxrrzySp5++ulabeuLL77g559/pqCggLZt23LppZdGrFdTz549zQSSyVQLuj9I+gtfECoqw5LgPnQ+Fw26L0DhT+txdWlNwpl9IxpnY6QH9GqTQWVFAQK+MDZFoCmHzpEdLguaRSF9Qx67S7NxOLTDEk3lhCKwxtgo21VE/ppMEvu3apB9aSr0HT+ir3oVQl4QKiDRs9ajb/4SbdhtKC1PiXSIpvpUH2UIDrbTiERHRxMXF1el1iVAu3btiI6uW03oOiWb5s+fz+TJk8nMzKx2uWxsqbpmpfzYiqMWFRPIxli5tYEY0qh0fBwWjbJgoNI6B9+jUkqCuk6flubwrRNt5do9hMM6dnfV3jmKEFgsGotWbGfapKHNup5CXUycNIQ9u/PYvGk/QgisFpVQ2EDXDVq3TeDamWdGOsSIkFKyqnApS/IXkBfIQQLRmpuB8aczPPFMLGZB80alf//+bN68mXXr1vHDDz9Uu87111/PqFGj+Oijj4DyXkGjR4/miiuuYNCgQcfchsfjYcyYMSxfvpyBAwcSGxvLokWLuP/++/n73/9uDlEzmZqAklVbCeYUYYmNqnI+oDps6N4A+fNWEz+qT4QibLxa9Ikjc2V+leH3ZcVBpCy/wepzVD6mFqtKlCIJFAeIiqt6oQmg2jWCJQE86SVmsukwRt5W9JWvgBECZ1LFMZfSAG8+4Z//heX8pxD26o+rydRYxMfH065dO1555RWuvfbaiue9Xi9PPPEEY8eOrVO7dUo2XX/99UyZMoWbb7652i7wphNHFS5c1k4UB9ajEVVluSGDCARua/cIRNc49GqTwpaMvIovWrfNToHXR9gwUA/0bLI5LRWFw+2axgW1GOJgqhufLwhwxESSpioEg2F0Q6KpZrLpcFHRdmb97UIWzN/Iwh83kptbSlILJ8NHdGPUWT2IjXVFOsSI+C77CxbmfodEYlfKh8WWhIr4Lutz9vv2MqnNNDTFrJ/WWIwcOfKoyzMyMli2bBmff/55xXNnnnkmHTp04MMPP6xRsun//u//yMvLY+fOnaSmplY8/+mnnzJx4kQuueQSOnbsWOd9MJlMJ55vbw4A4ggTh6gOK4HMAnRvANVZ/eQZJ6uuF7dj49zd+PIDOBJsFedcui6xIJCKoCSm6veiVBUMCVI3gKrHXRrls9qpdvM79XDG9u8h7AdnYqXzWyEUpCMevPkYexahdq3bhbqp8ZHUT3HvxtYtZN++fdhsNmbMmMFTTz1Fjx498Pl8LF++nJKSEtxuN1OmTAGgTZs2zJ49u0bt1ukTY9euXdx///24XCfnBU4kCSFIjbqQksBvhIxSLMqhLm1S6gT1AlyWNBIcJ28trfP6duGrXzdTUOYjPsqBRVVIjo4io6SUcKi8e3HYIcn2lGHXNK4bOIg+ySmRDrvZS27hBgSGIVGq6eIdCIZp1zoBzazBUC2H08qYsX0ZM7ZvpENpFDJ86SzO+xFNWHBqh76LrIqVoBFgY8k61hX/Qr+40yIYZSMmOf4znQOvLykpqfS0zWbDZqv9BeCWLVsAqtRc6tSpU8WyY9m0aRO33HJLpUQTwIUXXsjgwYPZsmWLmWwymRo5oapH7aEvDYlQhFmzqRqJ3WMYfOcpLHtsA2UZPjRHeeLIGpb4kOQlWvA7qh63giAYKQ7CpUE0R9Wh6KGSAJZoK4kDa9+rSc/Pxr9xKYRDKPEtsXbpi7A2jyShzFoPqqXaG6lCKX8fy5xNYCabmo9mOoxOCEFaWhppaWkVz0VHR/OHP/yhyrqqWvMZxOuUbOrTpw8bNmzgtNPMk/hIaOEcTVlwO/tK/4c/nIUiLEgMpDRwaK3onngfijh5h490Tk7kxnNP59lvl5BT4sFy4GQkWrNiaBJ3sgNXrJ2+yclc0K2bmWhqIMNP68z/vlhNcamPuJjKNccCwTBSSs4+4+TtkWeqnV+LVhE0AsRa4qsssyo2vGEPvxQuM5NNDaBNmzaVfr7//vt54IEHat1OWVkZADExMZWej42NJT8/v0ZtdOrUif3791d53jAMsrKyIp5o+uyzzwC44IILarXMZDqZRPVoS85nyzACIRRb5cSHlBLDH8TdrxOq3WqW7qhGrys7Et/Fzcb/7mLfz7kgJSnDW/Dtiiz8VoPfdxXwlobQLCrtLuuO59PfCOR7scbaEapSPtttaRAjqNPukh7YE6qvGVsdGfBR9vXbeHbvAE9+RYkLnzsO53lXYO3cHIZB1uT9Z75HTY1famoqc+bMqfd265Rsevrpp5k+fTo33HADHTt2rJLNPeuss+olOFP1hFDoEDuTeMcgsjzfUBbcjiocJDqH09J1DjbVnPlg7Knd6Ngini9/3cya3RkIBP3bpzK2Xzc6J5uzdkVCUkI0ky8+jTnvLSE3vwyX04qiCHz+EOGwwak923DWcHM4o6lm8oO5CH4/EcAhFsVCXiC3gaNqQiTHf1ftwPlzenp6pYKSdenVBBAVVT40vLi4mOTkQ3X0ioqKKpYdy9SpUxk2bBixsbFceOGFxMbGsmvXLv75z3/SuXNnUlNTK5JaDoejVnfn6sPq1auB6hNKv/zyC6qqmskm00kv6pR2uDq3omxTOlqsC+XAxBhSSsLFHhSrhcRzB0Q4ysYtdXASqYOTDqtRCvl/Wc73c3fg94RxuctvSntKyms5nX15R4be1J/0dlFsffkX/Pk+xIHXaQ6NduO703V6vxpvX0qJ56u3CP62AmJaIqLjUIRA6jpGSQGeT19DmfRntNQOJ2L3jxpXKDMTo6wMJSoKS0rKcdUJFS17Inf8UKVGVvm2DEAgErseZ9SmxkRKUT/D6BpZz6YTpU7Jps2bN7N582auu+66apfX9C5DcXExb731Fi+++CKbN2/mhx9+qHaK42effZann36a7OxsevXqxVNPPcWQIYeGiS1evJgnn3ySJUuWoGkaw4YNY/bs2XTocOgD7IYbbuCll16q1G7Pnj359ddfa7WtxkIIQZy9P3H2/pEOpdHqltqCbqktIh2G6TBjz+pFfKyLz75by849uYTCkrgYJ2ed0Z2LzuuLzWbOImaqGYfiPOq9Ql3qONSa34E96dTjMDq3213t7CW11bVr+Qn5tm3bKv4PsH37diZMmFCjNu666y4yMzO5/fbbuf3226ssP3w2lQ8++KDG7R4vwzAqHgDhcLjS8tLSUlatWmUmmkwmQCgKbW+6kD3/+gjvzkzCulFe2RpQnTZSJo3C3adhkxRN1cEEiBBw/d8H0a5LLF+9tZXc/R4kkJIWzflTuzD26i4oiqDdRd1IHtGOrAW78WV7sLhttBzWlqi2MUff0O/o2emEtv6KsDsRFhsiVP6ZJ1QVouOQJQX4V8wjavyM+t7lI/Jv307x118TTN8Hug6qirVtG2LGjMFex16vSqezMfb8DP4ipD32sALhErz54IhDSTujPnfDFGFSlj/qo53GxjAMPvroI3799deKG3MHpaSkcPfdd9e6zTolm+69917uuece/vznPx9XgfB//vOfFBYW8sQTTzBmzJhqk1RvvPEGd999N++++y5DhgzhH//4B+eccw4bN26kTZs26LrOrFmzuOOOO3jppZfwer3cdNNNjB49mvXr11fcDdV1nQsvvJD33nuvou3fZ6CPtS2TyXT8hgzowOD+7ckv9BAK6STEu7BazIKTptrpEdOHX4qWEzKCVWadM6SBLg36xJrJ+KakVatWDB48mNdff51x48YB8OOPP7Jz504uvvjiGrUxe/Zs7rjjjhqt26VLlzrHWlsPPfQQDz74YMXPDz/8cJV1UlNTef311xssJpOpMbMmuOl4/xRK1uyg9NcdGIEQttQE4oaegq1lXIPFES4qxb83CxSBIy0VNarqjLpNhaYpXDi9G2Ov6kLmnlIAUtpFo1kq13CyxTloN/74yhqEtq9HhkPgqNorVQgBVjuhHRuQQT/Caj+ubdWEf+tW8ua8ieHzoTidCIcDGQ4T2LGTvNffIPGPV2Pv1KnW7SpJ3VD7XY2++k3w5iIV7UA2Qgd7LNrptyAcsfW/QybTCXDJJZcwb948Bg4ciNNZ+YZtKBSqU5t1usIrLi7mzjvvPO4C4Y888ghQXv38SP75z38ybdo0LrroIgCeeOIJ5s6dywsvvMDf//53VFVl0aJFlV7z3HPPkZaWxvLlyxk9enTF80IINO3Iu3ysbZlMzZlPD7C6cDO5/gIcqp1T47rSwl61Hk59EEKQGF+zYTEmU3W6Rneng6sT28u24FCd2JTyk9WQDOEJl5Joa8GAuMERjrIRq8eeTTW1YMECFixYwN69e4HyIfmxsbFcdNFF9O3bF4B///vfjB49mnPPPZeOHTsyd+5cbr755hrXiOzcuXOVAuONwdVXX83IkSMr6iFcffXVFcuEEMTExNCtWzfs9hN/0WUyNRWKRSN2UFdiBzX8MCTd4yPng3mUrNiA4Q8AoEY5iRnWl6SLRqFYG19PbBn2QOFPEMgA1QGxQxCO9lXW0ywKbTrVrqdSrYWCcJSh7igKGAYyFDzhySZpGBR98SWGz4cae6j3kVBVhNWKXlRE8ZdfYrv55joNqVO7nIdI7Iyxcz4yZzMoKkqrfigdRiKiWtb37pgirLn2bMrOzubbb79l69attG7dut7arVOyqVevXqxZs4Zhw4bVWyDVKSwsZNOmTZXuAAohGDVqFEuWLDni6w4WEj28uzzAt99+i9vtJiYmhuHDh/PYY4/Rtm3b49qWydQcLMtfzzu7v6YwVIJAIKXBB+nfM6JFfy5vey4Wc/p4UyOjCo0r2l7DR/veZWvZJopDhYBAFSptne2Z0HoK0ZYTfDLdhIkDj+Ntoy7atm3L/fffX+2yfv36sXnzZj766COKi4v5+OOPqx1e39QcnOElPr48gd+7d+8IR2QymY7ECATZ99x7eDftQrFZ0NxRICW6z0/BVz8TyisideYEhNI4ZsOT0kDm/QDpz0MoD4QC0oB9byDjRyHSbkWoDdsjS4lvAUikoVcfcyiA4k5A2E/8zObB9HRCmZkoLleVZJIQAsXpJLg/g9C+fVjrOJJFie+IEm/OdHpyqI8zqIPtNB7BYJCkpKR6TTRBHZNNo0aN4rLLLuPOO++kU6dOVf5wD3Z/P16ZmZkAtGhRue5OUlISq1atqvY1uq5z++2306dPH/r3PzSEon379vznP/9hxIgR7N+/n1tvvZXhw4ezfv163G53nbYFEAgECAQCFT8fnAJaSlmnGTIOvs6cXePIzGN0bLU5RhuKtvPK9o8JGiFiLVGoQi0v7Kj7+C5zKYqEK9LOb4CoG575Xjq2xnyMnKqLKe2uJdO3n12e7RgYtLK3Js3VEUUoDRZzfR2jxniM69PIkSMZOXLkMddr2bLlEWtCNnWffvopuq6bySaTqRErWfEb3s27UN2HipMDaNEuDH+Qsl824fltJ1G9aj/sqj4ZebsJb/gOI+sHtBZbQBUIS/yhYVu6B/K+RgoF0eEvDRqbpeupKAs+RveUIG2Vb/7LcAgMA1vfYeU1nE4wvbgYwmHEESaaEBYL0udDLy4Bs2qK6STVpk0bEhMTWbRoEcOHD6+3duuUbHryyScBmDVrVrXL/X5/3SOqAUWp/iJCSsmf/vQnfvvtNxYvXlxplpnDC1rFx8fzwQcfkJKSwty5c5kx48jF6Y60rYNmz55dqQ7DQcXFxXVONh0syHU8syM0Z+YxOraaHiMpJd/vWoIjoJJsiUGED63rxo5H97MmYxPDXH2IsTa/YW/me+nYmsIxchLFKZa+5T/oUFpS2qDbr69jdPBmRYNp3rmtRqlt27bMmzcv0mGYTKajKF66FqBSoukgxW5F9/goWb4+oskmfe+vBH94DukvxdJmP0IxkEEVGSxEhoIo7hagRQES8n9AplyBcLRtsPgUuxPn2ZdT9uWbyLISpAyCoiCDAdB1tHZdsQ8Y1SCxqFFRoKoQDoOl6vBHGQ6DqqJEnfheVqamrznPRvfCCy8wYsQIzjzzTFJSUiotS01NrTbncSx1Sjad6GTSQQenPs7NrTx9dU5ODi1bVh4DK6Xk+uuv59NPP2X+/PnHLPwZFxdH27Zt2bZtW623dbhZs2Zx2223VfxcUlJCmzZtiImJqdPsPAcTVDExMY32wu545GYW8fO369m1JQtNUzllYBqnjeqBK7rm47Wb+zGqq5Chsyx7L7tLCrAqCj2d8aQe4xjlBYr4LbQbxaZQpgWrLDc0yA0Wsd3I4MyYgScy/Iio7r1kGD784a0gdWyWDqhKbAQjjDzz7+3Y6usYNejxjUDNJhNceumlPPXUU7z66qtMmDDhuCZZMZlOFCkN8K5G+jYAEmHvAa4BCHHie6E0BuGCEoR2lH1VBOHCBr45cBgZ9BFc+Aoy4EG4YxCubUhDg4PFqYMepK8E4YwBNQqCOVC8DBow2QRg7TGAKGcU/lWLYNc60MMo7jhsvYdiHzQaYWuYoX3WtDS0pCRC2dmov/uellJieD1YW6Vibduwx8fUNDXnZNP111+Py+VCVdUqs9F5vd46tdmoC7HEx8fTpUsXFi5cWDETjZSSBQsWMHny5Err3njjjfzvf//jhx9+oGfPnsdsu6SkhPT09IqsXW22dTibzYbNZqvyvBBHKYp3DAdf2xQu7LZm5/Hlui38snc/Ukr6tW3F2N7d6JacVGXdJd9v4I0nvqasxIeg/Dpl2Y8b+eLtpfz57xNo1zm5xtttSseoIazNz+DRX35kb1lh+fWflLRRHXRPacPd/UYRZan6HgUIGiEMDCyKpdqhw4oQCKV8veZ6rA+9j3Tyy96i0PM+upGHBFQRjdsxhiT3TFQl+lhNNVvm39ux1ccxMo9v/dmwYQPr169nyJAhpKWlUVxcjM1mi3gB7ieeeIL169dz7bXXcu2111bqgQ1w3333cd9990UoOpMJZHA/RsaD4N8Csny6eokK9o4ore5H2NJO2LZ1XwC9uBTFYUOLidx3rhYbTTA7/8grGBItrvY3lOuLvmsl0lOAcMYglDACieRA/SghQIL0lyIcMeU/CwV0X0RitbTrijM2mWjrJEQ4hHBGIbSGLa4uFIWYMedR8M676MXFqC4XaBqEw+geD4rVRsx55zWaGlwmUyTs3r2bTZs2sWvXriplhY5HnZNNS5cu5emnn2bTpk0A9OjRg1tvvbXGM8bU1O23385tt93G+eefz+DBg/nHP/5BQUEBM2fOrFjn5ptv5v333+fHH3+kV69eVdoIBAJMmTKFWbNmccopp7B3715uueUWXC5XpURSTbZlOuS7jdt46rvFlAWCWLXyD+iP1xTx7cZt3DJ6KGN7HZo9ZOemDF57/CsC/iAJLdwoSvlFlR7WyUov4P/u+ZBH35iOxxPAU+YnLiEKd4yz2u2aKttVUsBfln1Fvt9LvM2BVdXAkKhhg2/3bSVg6Dw++PxqL2TjrNHYVRt+PYhNrfrlHzLKTzST7A03zXAkSCnJLvkHRZ7/IdBQFDcCgS49FHreJRDeTpv4p1GUpjvlscl0OCHLH8fbRmMjpeSPf/wjb731FhaLhbfffpu0tDS+/vprvvzyS956662IxnfFFVcwaNCgIy7vVIept02m+iL1Mox9f4HADlBjQdjKkxVGAHybMfbNQmn3AkKLrdfthotKyf9qEaUr1mP4g6AqOLumET9mGM7O7ep1WzURM6Q33i27MULhKkPpjEB5fO5Bx76xfaLIov0ACEUDQxzo1RQCeSB5LRTQwyD18kLhSLDXb9Hf2lIcVYtzNyRn794gJcVffU04Px8ZDiM0DUuLFsScPwZHz1MiFpupaWmuPZvcbjcJCQn1mmiCOiab5syZw/Tp0xk3bhwTJ04EYOXKlQwdOpTXX3+dK6+8skbt/Oc//2HatGkVP48ePRohRKU7ezNmzKCoqIg//vGP5OTk0LNnT7766ivS0tKA8pnnnn32WYQQnHrqqZXaf/nll5k2bRo2m40pU6Zw44038uuvvxIbG8vw4cNZvnx5pSFyx9qW6ZDd+YX86/vF+EMhWroPfYFIKcnzeHl44Y/8lL+LBJeTU1u0YvsnG/F6/CS2dFf6slE1lbikKPbtzuWvM+dQWOJH1w2sNo3ThnXhokmn0SI5NkJ72TT8b+d68vweWjqiUQ5O5yoETs2KG52fs3azriCTPgmtqrzWqTkYktCbb7OWEjZ0NOXQXXYpJSUhDy3t8fSJPfqw1KbOF1xLsfdTFOGq1INJE1YMGcAbWEmJ7xtiXeMjGKXJVI+a6TC6d999l5UrV5Kens4tt9xS8fzEiRO5++67SU9Pp00dZxuqD506dTITSqZGS5b8WJ5o0hJBHHaJoNjAkgTBPciS7xDxl9XbNkOFJez711sE9mWj2DSEzYLUDcp+3Yxv6x5SZkwgqnfDnoO4B/ei6Odf8W3dg7TbUBw2kKB7/chgiOj+3XGdEsGZxw4Ml5NSIlAxPC1R3elIDEAp/2w+eKodKgRbC4gd2mDhGT4fob07wdBRkpJBszbYto/G2acPjlNOIbBjJ3pZKWp0NLaOHRukSLmp+ZCy/FEf7TQm8fHxJCQk8N1333HOOefUW7t1Sjbdd999FYmcw7322mvcd999NU42TZ06lSuuuKLK88rvujHedddd3HXXXdW2kZCQQCgUqnbZ4d3TL7zwQi688MJjxnS0bZkO+XbDNkr9wUqJJoAyESLH7cGPzmc7N+O0Wfhg2wbCwkunRK3auxrBgI6nxM+OjftJbJeI1WYlEAjxw9fr2Lgunb/OnmAmnI7AkJJ5+7ZhV7WKRNPhnJqFEn+AxZm7q002AVyQOoLNpbvZ48nEqmhYFSu61PHpAVyagyvTxmFRGvWI2+NW4vseQwawKPFVlinChg4UeT83k00mUyP3008/cfPNN9OqVeXPOyEE3bt3Z+3atRFNNh0kpWT//v3s37+f1NRUUlNTzWGUpoiTZT+V/0dU850vNEAgSxciYy4GRa2X92zBV4sI7MtCi4uudNGvOGzoBaXkvPsVzu4dqi3WfaIoNiutb7qcnLnfUbp6E+Gi8kknVKcD94j+tJgwGqFGbsiV0roXYs2nEA6AxY5RlopiL0JYS8t7S0gJFhuEckGLRqTdhlBP/BBiqYfxLPgO34pFGGVlQHkcwW69iDrvArTYqudYDU1oGvauzfsGqslUF/v27SMqKooxY8YwcuTIKgXC27Rpw+zZs2vdbp0+uYuKipgwYUKV5y+99FJuvfXWGrcjhEDTjv/Loz7aMNXOuv2ZqErl+iQBwuxRiwhhoOoCTSqkuKIJ6To7ozxsGaKSuFpi0Q8vzAf5uSVIKXE4rDhd5bWFrDYNp8tG5v5CPnx7KdfdMabB97EpCBk6QSOMdoSinQd/P95w1eLfB8Vao7mr21V8lbGYn/PX4gv7UYTCoPhTOL/VMDpHN/+CiWE9C4FyxBNnIWyE9IwGjspkMtVWMHjos+73f8/79+/H5Yr8bEM///wz1113HevXr694rlevXrzwwgsMHdpwvQ9Mpip0D1D9+YQMS+R+C0b2LtCng8WO0mEoWo9zENFHnkjnqJvz+ilZsR7FZq3Su0QIgRrjJJRXiGf9NqL7da/TNupKi3bR6trxhPJH4d+TCULB0TEVzR35mXmV5K4orXqgp68FBGhWwrk9UaL2oTgzQDUQtiiIH4ZImYiIOvFDxKSUlH7xIb4VixGqhhLlBiEwgn6C2zdT9J8M4qfdhBJ18ta/NDUTUpQ/6qOdRkQIQceOHenYsfpem7+vMVlTdcrS9O3bl4ULF/KHP/yh0vMLFiyoMpTN1DypQqkygiJf+AhhYEFBP2ypRVVxCwvFUQGyWxq0zjj0ZvV6AwSDYYQisDkrF7FWVQWHw8KqpdspLvIQExv5i4TGxqqoJDui2VVaQDRVi4AbB/potnIevZBlrDWaK9LGcHGb0ZSEynCoNqItJ8/xVpU4wDjicimDaNX0ejKZmqrmWrNp5MiRvPDCC1x55ZWVkk3PPfcce/fuZeDAyM6qmZmZybnnnsvEiRN59dVXadWqFZmZmbz44oucd955bN26tcrdRJOpwdjag29t+Z3Aw2fsCkn0dT5koQIKYDPAX4K+/jOMnUuwnHMXSkL7Wm8uXFiCDAQR9uqHWYkDN5NDeYV12p36YEmIxZIQG7HtV0cIgXX0jQTnPYuRuQnpL0UCRmkUwnYqliEXo3QagdAaLjEWztyHf/UyhNWG4jhUc1WxO1EsNsJZGfhWLcE18lzgwCyuZVsg5wfwZ4AWDYnDIW4QQmnYAuImU20015pNqampzJkzp97brVOy6ZxzzmHSpEnMmDGDgQMHIqVk1apVvPzyy8yaNYsvvviiYt1x48bVW7CmxmNAWipr0jMwpKwYvlUsAghASAEYuKyHvixiY1wUFwbJjArR+rC7ZqGgjtQNLFYLzviqBcGtdgvesgD5uaU1SjZJKdlSksH20mwUIegV25Y2roTj3t/GSgjBH9J68PS6RQT0MDa18p90YdBLtNXG2W1q1mXYrlqxqydfUiXacSbF/s8wpBdFVH4fShkGDGKc50cmOJPJVGOTJ0/mvffeo2vXrhiGwf79+7n//vvZvHkzr7/+OlFRke2V8Mknn3DGGWfw2muvVTzXunVrBg4cSEZGBp9++qk5KYkpYpSYczGKvwajFNRDN6mMPQFkYRisIGxJoJafj0lpIMvyCC96EcuFsxGidkPLFLsVFAWp60DVBIM0youjKPbqZ9Q9mQmHG+u4WRgZmzD2/orUgygxKagdByOcsQ0eT2DDGmQohBJT9TNWKCqoKr7Vy3GNPBcpDdj1EmR8DHrgQGJTQs53EHMqsvt9CEtMg++DyWSqf3VKNj3yyCMAPP/881WWPfzww5V+9vv9ddmEqYEY0iBkBNEUC+oRhmJV59xTuvDh6t/ILfWQFOVCUconXhVSEDZ0VEUhxnlofLgjyobdb0VXA+RlFWOxaUhD4vUEEIpCXJt4tGrG4+thA1VVKobXHc0+bwFPb/qKLSUZFbOo2VULpyV25sau5xJtaZ4ziY1v35Ofs3azMicdi6Li1CxIQyLDEqEKrusxhBaOyF1gSamT7/+FLM9Cgno+dq0FLZ0jiLefWusT0xPFZTuNKNtwyvzzkSKEIqIBgSE9GLIEm6UbMc6TO3EupWTb/jzSc4uwWTR6t0/B7YrsNPKm49BMC4Rrmsbnn3/O3Llz+fbbbykqKqJPnz7MmTMn4r2aoLwMQefOnatd1qVLF4qKiho2IJPpcI7eiLhLkQX/BSMblChkWGJkhEGAsMSCeuiGjBAK0uHGKNiLzNqESKndcC1LQiyOTm3xbNiOYrdVGfpqeHwoDjuuXmZR/eoIoaCmnoKaGvmZ1AxPGUh55HIEmobhKUUaBmR9Dvs/KJ/t0NbiUC86PQBFq2D7v6D7Aw0XvMlUC821ZxOAx+Ph3nvv5ZNPPiEmJoY1a9YQDAaZOXMmzz//PHZ77c/765RsMhNITV9A97Oy8CdWF/5MaagYTdE4xd2f0xJGkmQ7dhf+lu4o7h07ike+nE9umQcA4YSw1cCmqKTERGNRK89sZrNbGDu0GwkWL9s27EfTVE4ZkMZPP21Br2YbUko8pX569G1Ly5TYo8ZTFPTwwLoPSPfk47Y4iLWUnwx59AALsjdSGvLxUJ/LKs221lw4NAv/GDyWd7at4fM9GykK+FCEoEtsEmO79mVU68idpIUNHxvyZpPrW1reQ0goIA32l31DsmsEpyTchSIi311aCJXUuEfILvkXJb5vCBtZSEARDqLsI0iOnYWqxEY6zIjJyC/m4fd+YvPeHAIhHSEgxmVn3Gk9mHxWv0p/66amobkOo4PyugKTJ09m8uTJkQ6lij59+vD8889z9913Vypivm/fPj788ENefvnlCEZnOtkJIaDFdQh7e4yCjyC4E/yAbgF7DFgSODTN2QGqFYxSjIK9KLVMNgHEnzcU34696IWlqG4XQlORhsTw+pChMLFnnoYlzuzl0tgprmgQonyGvGoSTjIcRo1PBAzI+Kh8qKb1d/WbVBtIF+QvQ3p2I1xpDRK7yVQbzTnZNHPmTHbs2MGMGTN4++23AbBarSQlJfHCCy/Uqjb3QWZl7ZOQX/fy7t4X2OPZhkDBolgJ6AGWFyxgY8kaLm/7J9o6jz2l64C01rx21SV8t3Eba9MzyQqVsTqQSbTVist2aPy9lJJ8v48oq40/Dh9M27GxldqJbRXH/95eQnGRl+hoO4qqEA7pFBd5sTutXDTxtGPOePJd5jrSPfkk2qJRD+stE6XZ0YTK2sI9/FKwk9MSq7+j3NS5LFZm9DiNq7r2J8dXhkUo2II6sbGxEY1re9Gr5PgWoQk3mnqoZ1nY8JLpmYddTaFz3LSjtNBwFMVJSuw9JEZfgy+4Fil17JZu2CwdIh1aRGXkl/D850vZklFMtNNGjMuOISWl3gDvzl+DNxDi+gtOj3SYJhMAubm5eDyeapepqkpCQgJOZ9Uh2w1lzJgx9OrVi86dOzNmzBhSUlLIzMzk66+/ZsSIEYwZY06GYYosIQTEjEFxnwt6IbIoE9bNBsVGlURTBYlQ63bjyNWjIynTLiZn7teEC0sONCdRHDZizzmdpPGj69Tu0UgpwbsZytaC1MHZGaL7I2rRw99Uma3XqXiXzEf6fQjH78oRGDoYOo5+p4EvHfyZ5TWaqqO6kL4svAvewpvRFmG34+zZHWfP7ghL5G9OmkzNlc/n4+OPP2bfvn3s37+/ItkEcOaZZzJ79uwTm2yaO3cuAJdffnnF/4/k8ssvr3UgpoazOO87dnu24lLdaIcV4ZNSUhIu4AS2rnEAAOKTSURBVLP9b3Ndp7/VaFhdQpSTSYP6MGlQH6SU/Hvtct7e9CtZnjIcmoYE/OEwDk3j1n6n09YdW6WNiyadhkTy9cerKcj3HOhNK0hs6WbqtSPp3T/tmHEszN6IKpRKiaaD7KqF4pCXJblbm3yyKcO3k/VFS8j278Wq2OgU3Yce7tNwHvjStqkabaJikVJSHCqOaKwBvYAMz/co2NGUykMYNcWJoQfYX/YlaTGXYVEiP7vLQRY1GYsjOdJhNBqf/byB/GIPSTEuhFJ+oaEKQWyUg1JvgK9XbmLc4B60bREb2UBNtdNMh9Fdd911fPjhh0dcrigKw4YN4+WXX6Zr164NGFk5IQRffvkl77zzDl9//TUbNmygVatWvPTSS0yePLleppI3meqDEApoCZAQhxLbGqNgN1iqGUIR9CAsdpRWveq8rej+PXD17ETZ2i2E8otRHTZcvbtgia//Hk0ylI/cMxtKV4MMlT8pVLB3gLR7EI5j32w1VaUlp2LvPwTfsp/Q9XB5kXChYAT8GMEgWnIqjgGng8ym/Muj+s+6cGkpBLz4Nm7Em14KUuJZuRpbuzYkTb8SLeboE96YTCdafZw+HWynMdm3bx8tW7YkNjaWjIzKM3Db7XbKysrq1G6Nk0033ngjUJ5IOvj/IzGTTY1X0Ajwa9FSVGGplGiC8pNgp+omL5jNzrJNdI7uWau2hRDc0Oc0eiS04ONtv7Ehv7xI9/DUNCZ0PoX+LVOrfZ2iKFwy+XTOHtuXNSt34ikLkJgUTd+B7bHaanYXozjkQztKckwgKA35arU/jYmUkqX5X7Ek93NCMoiCgsRgl+c3VhXM4+LWN9LC3jrSYVZSHNhI2CjDplRfoF1ToggZxZQEt5Jg79fA0ZlqIqTrLFi3E7umoiuiyhdjlMNKbrGHnzfsou2Z5kykpsh79NFHWbRoEdOnT+cPf/gDsbGx7Nq1i3/9619YrVbuvPNOnnzySS655BLWrFmDJQJ3yoUQTJkyhSlTptRLe7m5uQAkJSUdcZ3CwkJcLhdWa/WzfgEUFBRgt9ur9PwyDKPKiSdAQkICDkfVWohHasfUNAmhoPYai/HTC0hfMdjdiAPDpQj7IeRD6TIK4W55XNtRbFbcg+qesKoJaQSRO+8t79GkuUGJ/X/27js+ijp//PjrM7N9N71CCCUECL13kKoCFlRQVFTArve1t7Mfep6nPz09u6ee3NnA3g5FUVSULtJ7hxDSk81m+87n98dCICSBNNKYJ499PMjM7Gc+s5vszrzn83m/w/mCNB+4tyJ33g+dX0aYqv5b0lVOCEHEpItQIyJxL/sFzVVyeKqcCXPnbkSfdR6K3YEMqWCMBn9heNrcMUJuD5qrEEVVCMlWGGKiAZCBIN7de8l7Zy5Jf7quyqC8pkk2/Z7D/h1OTBaVfiNaEZPQMvO1NkfSuRtZvCM8gjCmG8LeTG/sShF+1Ec7TUhKSgo5OTkcOnSowt/Yhx9+SPfutcsNV+1gU15eXqX/1zUvxYEC3MFSzErlCb6MihFPSCPXd6jGwSYIf9mMTU1jbGoamgxfmga1EgKaE3/IiUmt+o5EZLSNUWfWfJ8Ara0x5Hmdla6TUiKRJFuja9V2U7Dd9Qe/5n6BQCHCEFv2IaDJEIX+HL7IfI1ZHR6tEEBsTLIsNFHVh2k4qbyUWkN1SVdDXn8QXyCAw2YgVMktGCEEAoHTXf95/DStCK/nG7y+X5DSg9GQgdV6LkZT7T4jdKeHjz/+mJkzZ/LEE0+ULcvIyGD8+PFkZGTQpk0bPv74Y9LT09m4cSN9+vRplH5u2LCB77//noMHD9K6dWvOOuusGp3IaZrGhx9+yKuvvsqSJUsYPnw4P/30U4XtnnvuOf72t78RDAbx+XxceeWVvPjii+WCTr///jszZsxg165dBINBzj//fN5++20iIsIjZnNyckhNTSUpKQmD4ehp47/+9S8mTZpU7XZ0zZfScSSG0kJCaz5BluYf/X5XjSjth2AYOqtxO1hdzqVQugGMMYenBR6mmMGUAP6DUPANJF/VeH1sxoSqYh99Ntahowjs3wPBIGpiMi7FgBoVdXgbKzL5HNg7B0JeUI9ej2glThRjgIArkWDp0RuVwmhAtdvw7dyDf88+zB3aVdj39vX5vPDgcnZuLCDgD2eCdUSZmHR5Z2be3QejSZ8i2VikJxdt7YuQvxaC3vCnh8EGrUeg9LgBYWw6sxtOZzabjeuuu45zzjmH6dOn4/V6+fLLL/nwww/56KOPWLp0aa3abRqloHQNxiCMCKGgVXGBfyQwYxB1T+flDu5jY/7/45fMK/gt6zp+ybyCdXlP4fLvrXPbxzuzVU+EEHhDgQrrXEEvFtXIqKRu9b7fhrK64CdCMojNEFEu2qwIFZsaSb4vix2utY3Yw4oiTOmowkpQVp4/JaiVYlDsRJhO75xITZnNbMRuMeMPVpbCH7TDnxdxkfU7giEQ2E5+/pU4nX/H71tKwL8Ot/sDCgquxeV6M3xHXVc3sp4eTczWrVsrrfZmNBpp374927Ztw2Qy0a1bN7Kzsxuhh3DbbbfRq1cvXn75ZZYtW8bLL79Mr169uPPOO6vdRnFxMZ9//jl/+ctfmDFjRqXbvP/++9x33328//77FBYWsmvXLlasWMGf//znsm1KSko499xzGTlyJEVFRezdu5eNGzdy0003VWhv4cKFHDhwoOxxbKCpJu3omh8hBIbekzFd9P8wDLgMNeNMDL0mY5r0CMZxdyKaSbVfWfRrOEeTUkmFY6ECKrLghwbvV0ujmC2Y0zMwZ/RAjalkdHubSyFuOARLwJcDgSKkNxdFdRH0RFC8qx/H36gUJhMyGMS7Y1eF5g7scvLoNYvYvDoXq91IQms78cl2An6Nj17byKt/WXmKjlR3MtJfgrb8UcheDsII1sTwA2Dfd2ir/o48XEG8uTiSILw+Hk3N008/zbnnnssTTzzBzp07mTx5MqtXr+bLL7+kX7/azUKpVbBpzpw5J3zomq5oYxytLG3wapUHALyaB5NiJs3RtU77cfp3sir7Pg64vkWioWJFopHpWsDKnHtx+nfUqf3jjU7qxqC4dJxBN4V+F75QAG8oQJ6vBJ8W5NyUfnSOOHmVvaYooPk56NmJqYrRaAbFiERy0FPxC7gx2QytSLAOI6i50WT5IKAm/YSkl2TbGMxqbCP1UHcyqqJwZv9OhEIawVDFALWz1IvdYmJkz/oLGErpp7joz4SC+1CUBFQ1GVVNRFGSAUmp63V8vp/rbX+6lqV9+/a88cYblJSUlFu+dOlSli5dSrt27ZBSsnXrVnr16tXg/VuwYAFz5sxh0aJF7Nixg8WLF7Njxw5++OEH3nrrLb777rtqtRMTE8PcuXMZM2ZMldt88cUXjBkzhjPPPBOA5ORkbr31Vv71r3+VVRX+5JNPyM/P58knn8RkMtGqVSseeOAB5s6dS35+frn2/H4/BQUFle6rJu3omi8RkYShz4UYR1yPYdAVKEkZzSvPWMgFJ+qvMEAV58e6+iNUC3T9C3S5H6L7hqfVWdpRvKML+WuGEvJWHOkihAhXu9Mqnot8/vZmcg6WktDajsVmQAiBogqiYi1Y7Aa+/2Qne7cVnfLj0lUkD/wAzl1giQOjLfz3J0S4EqEpCvL+gJzfG7ubNSI1UW+PpqS0tJRVq1Yxe/ZscnNzycrKIj8/n02bNjFixAiWLVtWq3ZrNXzloYceKvezpmlkZ2ejaRqtW7dm5syZteqM7tQTQjAs/kwO7t+HK1iMTY1AEQpSSvyaF7/moW/0MOLNtZ97L6Vka+HreII5WNTEcJJJQMWCQTjwBXPYUvAaA5P+X72dpBgVA/f3mMxHe5exIGstxX43AkEbWyzntxnApJQ+zeuEqJzqDR+QTXCYQZfYm/EED1Ls3wwIFAxohANPsZY+dIq5tnE7qDup84d2Z8OOfazdm4/VbMRqNhDSwtXohBBcMaoPSTH1N03G51tMMLgLRYlDHDPCUgiBEDGEQodwuz/EYhldb/vUtRy33XYbn3zyCW3btmX06NFlOZsWL17MLbfcQrdu3fj222+ZNWsWrVo1/A2INWvWMH36dEaNGlVu+ejRo5k+fTp//PEHZ511Vr3sy2q1cuDAgXLLSkpKKC0tZcOGDQwYMIAVK1bQvXv3cpVLR44cSSgUYvXq1WWBKoAhQ4ZgNpsxGo3ccsstPPTQQ2U5r2rSjk7XaMyHc1tKWXnQSfrAXHGKlq7+CcUISWeFHwCahnfhPwiW5GKIrri9FgiAEJjalM//GvCH+OmrPZitBhSl4nvqiDSRe7CUJd/tp13nShrWnVLywE+AAKWSkIPBAv5itKxfUZMHN3TXdMfZvXs31157LRs2bEBRFJKTkytdV1O1CjYdf/IC4HQ6ufrqqyucQOnqR463mGxvEVbVRAdHUqVV16qrW2RfJrS6mB+yv6AkWFS23CAM9IgawKRW0+rUV1dgL0W+DRiVyLJA0xFCKBiUSIr8mygJ7CLSVH9VPyyqiSvTzuDidkPIdBeiCoU2tlgMSvOep21UzLSydmBP6SYsqr3C+pAMIhC0tnRohN6dmFmNoX/S/yOrdCFZpd/jC+VjURNp5TiTZNvYClXqmhtNK6XE8x0u709o0oXJkEak7Vwsxl7NOLhZXkyEjT+dP4yPlmxhyaa9FJeGg0yt46OYOrIXkwZl1Ov+Av61gESIyhMZC2Ej4F+LlF6EqHy0n64aWmg1uri4ONasWcN///tfli5dSkFBAX369OGJJ55g+PDhAEyYMIEJEyY0Sv/at2/PmjVrKl1XUFDA6NGj621fV111FePHj+dvf/sbU6ZMYfv27fzjH/8AwnmYIJxcPD4+vtzzjvx8JPG4wWDg6aef5qabbsLhcPDDDz8wZcoUgsFgWW6s6rRzPJ/Ph8/nK/vZ6QznXZRSNrmpskf61NT6VVst6XhqdCwxZyJzPw9P3zIcV+ku5AGpImInNOrr0pLeG6jB8QiBY9hgCj77mpDXh2I5OtVRahqhklKMKclYuqSXa8tTGiDgD2EyK5XGD4UQKIqgpMhbL69pS3p/GuJYpK8IhOkE5wsqeIvq3IeGfT8Essp8tDVrp7koKCggKqp21UHrnpjnsMjISJ5//nnGjx/PLbfcUl/NnvayPAX8Z9dPrCrYgV8LogiFNtY4prYdyuik2ifKHRQ7ioyI3mwoXkVxoACTYiEjohetre3qfJHsCR4kJP2YlcqTgavCQlBz4Qkeqtdg0xEW1UTHiLpVRWlq+saMZr97G56QC4tiPyZBuEZpsJg4UyvSI/o0ah+rYlBspEacT2rE+Y3dlXoVCGaSWXAHvsB2QCJQcft+x+n+kmj7dOIjb2lRAad7LhlDnrOUg3lOTEaV9JR4jOqpCORW94Sh+Z/oNSYhw4+6ttEUGY1GrrnmGq655prG7koF5557LrNnz+avf/0rs2bNIjk5mUOHDvH222+zfv163nrrrXrb19ixY5k/fz7PPfccb7/9Nm3btuUf//gHU6ZMKRuRpCgKwWD5fBmBQHj0qXr47zs+Pp577rmnbP24ceO46667+Oc//1kWbKpOO8d78sknmT17doXlxcXFTe5CTkpZVva5JXyut6TjqdmxJKI5roCC/4FPA8UKCNA8gBUiRiKUfoji4lPd7Sq1pPcGanY8slc3yDxI6ZZtEAwgDCpSk6BpqG1a4bjwXJzHlV8PaRqpnU0UF/qJiqnYpqZJNEUhvo1KcT28ry3p/WmIYwmZOoJ7G8joyjoAaGBog1rH9+bIzYqGIOXhrtdDO03B/v37ueOOO3A6nezfv5+pU6eWWx8IBFi1ahWXX355rdqvt2ATgMViITMzsz6bPK1le4t4ZN1cMj352FULUUYbQamxpzSHf279GnfIx6TW/WvdfqQxmmHx4+uxx2EGxYZARRJEUHF0Qni5gkHRyyJXV5eI/gyJm8jy/AWUBAtQhIqUGhJJtDGe81Oux6hUXdJaV7+k1MgqfABfYCsGJQEhjIeXSzTppLD0v5iNHYi0ndfIPa1fCVEOEqJObdUQo7EHIJAyUPa6HktKNybTIIRo3qPidKenZ599li1btvDwww/z8MMPl1snhCh35/CRRx7hkUceqdP+jh/F9dlnnwHQpUsXANq0acO6devKPedI4vSUlPLTVY6VlpZGfn4+LpcLh8NRq3buv//+cknRnU4nqampREVFERlZdeXaxnAk+BUVFdXsLzChZR1PTY9FRl4JsUnInE/AuweQYExCxJ8HCRciGvlcqiW9N1Dz44m6bCruNetxrfidwKEchM2MvW9PHEMGYoiufGTFwJEdee+f6wiUGjEYy8+oKMzzYjKrjDirM1FRFWcHnOrjacoa4li0DoORfywFLQDqcX9bQTcofpQOwxG1HDVzRHN/LxqTqqrEx8ejqmrZ/49lsViYNGlSlcVITqZWwabKEkQVFhbyz3/+kwEDBtSqI7qKPtm3lExPAfHmyLJpcwZULKqRAp+Ld3f/wsiEbkQ0sSog0ebuWA1JuIOHsKjxFdYHNCcWQyIxZr2EeXUJIRiZcAEdHD1YX/Qb2d69GBUznSL60j1qMI7KJrjrThmP/3e8gU2oSky5gIgQAlVEEQgdoqj0Q4KMZf627Xy/YydOn5fUyCjOyejCmLQ0TKdkVFDzZ7aMQjW0IxTcjaIkIkT4dQoP9XaCMGCzXdzIvWwBWug0OgjnRfrHP/7Btm3byu7aHvHcc881av6gyy+/nEGDBlVr2/T09DrtS0pZ4QR8zpw5DBkyhLZt2wJwxhln8Nxzz7F//35SU1MB+Pbbb7Hb7WWVZzRNQ1HKX8AtW7aMxMREHA5Htds5ntlsxmyuWBUsnJ+t6V04HOlXU+xbbbSk46nJsQghIG4CMvYsCOSGq9MZE8I5hA7TgiECeU5QBKb4SITSsMW7W9J7AzV8f1QVR/8+OPr3qXb7k2d2ZdnCA2xfX4DVbsBqNxIKSkqKfaiqYPqtvUhsXX83ylrS+3Oqj0VJGY2W+QvkrAoHmww2QEKgNPy3124iIq57nfffkO+FpJ5GNtW9iXrRunVrXnvtNXJycpg3b169z1CrVbBp6NChFZaZzWaGDRvGG2+8UedO6cAd9LE4dzMW1VhpfqYok40Cn4tleds4s1XvRuhh1RRhJC3qUjblv4AvVIBJiUIIFSlD+LViQJAWeSlKJaMWdFUTQpBq60SqrWJZb13taJrE6/XjcGgYDNUP/nj8a5EyWGXOIFU4KPVt5y+/fMDGnCCKomBUFLJKXKzKzOTHnbt4bPw4zIZ6HVzaIghhITr6bxQV3kUodJBw0VQVCCCEGbttFmZL/Y/I1LUMW7duZfjw4VxxxRV4PB769+9PREQE77zzDr169aJDh8bNbdehQ4cTBpGcTme1R/UcOnSIYDCI2+3G5/OV5dNs0yacBLmwsJCrr76ae+65h+joaF5//XUWLVrEzz8freZ47rnn0rdvX6644gqeffZZDh48yOzZs7n77rux2cKjj5988km8Xi/nnHMOERERfPHFF7z66qs899xzNWpHp2tKhFDAVD7lghYIkvvt7+QvXIM/vwQhwJwSR8LEAcSe0aNFBBdaoug4C0/8Zzz/+ccafvl6DyVFPoQiaN8lmqnXdePMqfWfskNXPUI1oQx8ELn1PeT+hRAoAQRY4xDtz0WkXaj/XTURiYmJpyQVUq2udI4vKQxgs9kq3PnS1Z4z4MGnBTBXlr0fUEU4EV6+v+J70RSk2CcS0rzsLH4Pn3a07LFJiSQt6nLaOM5pxN7pWhJNC98bqKwKSVUKC0tZ8M06fl60GaNJw+eFkWdkMOGc3sTHV6eyWjg1YNVfkIIir4f9xUXE25MwHPPZ6A0E+HnPHt5ds5ZrBtR+GmxLZjR2IzbuHbyer/H6fkJKD0ZDBlbreRhN/fUTE12V5syZw3XXXcfzzz/P1KlTOe+885g6dSq33XYbw4YNIzY2tlH798wzz2C1Wrn11lvLLfd6vdx7773ExcXx6KOPVqutCy+8kP3795f9PGTIEOBoEZfY2FhuvPFGHnzwQQ4ePMjAgQNZvnw5Xbt2LXuOqqp88803PPDAA1x++eXYbDYeeOAB7r777rJt7r77bl566SXuvvtu8vPz6dSpE/Pnzy9XNa867eh0TZkMhdj7ytcULdkCikC1mpASPHuy2ffafHyHCmk97YzG7qauCrGJVu74+1Bm3dOXg3tLMJtV2mdEo6r6tWljEwYrovu1yM6XQsk+ECpEtkeoFUe2NgdSCqSs+3lofbTRHNQq2HRk2LTu1HEYLBiESkALYalkwIUmNaSECEPTmkJ3hBCCdpEX0co+nlzPUnyhQkxqNInWoZjUus3LrQ8hqbHFuZNcXwEW1UT3yM5EGOs+l1vXcH7feYCvVm3mj10HkUh6tk3mvAFdGdy57QmDEbk5Tp7865fs35+PyagSn2jB5fLyxWe/s2L5Tv780Pm0bl1JlsljWIzdQKho0otSyegmX6iYTGckiogtF2gKP9dIaSDAl1s2M713LyxGfYRfZVQ1HrtjJnbHzMbuSovUUhOE7969m8mTJwNgtVrLbo516tSJPn36sHLlSs4+++xG69+AAQOYMmUK3377LW+//TZJSUmsXbuWyy+/HK/Xy8cff1zttpYuXXrSbapTeS8xMZE333yzyvVms5m77rqLu+66q07t6HRNWdHyrRQt3YpiN6NajuaWUa0mgiUecr9eQfSgztg6JJ+glaZP+n0ED+xEBgOoccmocS2roE50nIXoOL1SbVMkjA6I7dbY3agzPdhUM7UKNs2ZM6fa286cObM2uzjtOYwWBsV14sfs9TgMlgoXzyUBL3aDmSHxnRuph9VjUiNJcTTeiX1ltjh38v6+rzjkzSEkNQDsBhtjE4dyXutxlU5b1DUtny3fwL++W443EMRiNCCApVv3smrnAa4c1Y8rRlWeIwTg3f/8yr59ecTFOVBVBatFJSpKIRTSyDpYxNtv/syDj1xwwv3bzEMwGzrhDWxCKIkIcfSjNKSVENQkvx7oidlQeaJRu8lEgdvDAaeT9Li42rwEOp2uEsFgsKzSWtu2bVm5ciWzZs1C0zQOHDhQtq6xjBs3jrVr13LFFVfQs2dPpk+fziuvvMKll17KSy+9REREdUZW6nS6+pb/03qQslyg6QjVYSGQX0LBrxubVLAp6PIgA0EMkTbESfJASk3Du3wh3uU/IF3hio/CaMLYIQPbmRejxiY2UK91Ot3ppFbBpkcffZR9+/YBEB0dDUBRUREQPrk7NjCiB5tqb2rqUNYU7ibX5yTSaMWsGNGkhjPoRZMaU1KGEmfWT0xrYk/pAV7d+R6uoJsIgx3T4dfUFXTz9cEfCckQU9qc+C6wrnHtPJTPm9+vQNMkiZH2ss+bSKDY7eXdX/6gd/vW9GxX8YQwO7uY1av3YLOZKwytVlUFu8PM5k2Z7N+XT2rbqoNAQqgkxzzBwYI78Qf3IA7nFZKEK6gVB85keWY6CVUMAj2SuFcPbOoaTQtOEH7EFVdcQd++fcnMzCQrK4uSkhIGDx7c2N2iXbt2vP/++/Tv35/nn3+eSZMm8fbbb+upCHS6RuTLzEcYKw/YCCFAgP9QYQP3qnKujXvI/XYFpZv3IjWJMdpB7OjexJ81EKWSYBmA56cv8CxZgBAKwhaBEArS78O/dS2hvENEXHEHalTjTjPW6ZoDiTicTKPu7dTU/Pnzeeedd8jNzWXMmDHcfffdlRbayM7OZtq0aRiNRr7//vs697UuanVmc/PNNzN69Gi2b99OYWEhhYWFbN++ndGjR/OnP/2JPXv2lD10tdfekcjDPS6mS2QKnpCfHJ+TAn8pDoOFKzuM5rL2Ixq7i83ON4d+piRYSqwxCtPhyiOKUIg0OjAqBhblLKXAX9S4nWwm8lylvLdqLfd+8S33fPEt765aQ06J6+RPrKPv1mzD7Q8Qba844i/SasYXCPLtH1srfW5WZiF+XxCrtfLRDVarEZ83SGbmyU8ozcY0UuP/TWLU3VhMvTEZ2xNhnUBK7PO0iXkAkyE8Xa4yJX4/rSMiSK2ijK9Od6odmUZX10dT8/bbb3P++ecD0LVrV3755RfS0tIYM2YMv/32G3Z740+X/uKLL+jbty89evTg7bffZsWKFYwbN65c/iWdTtewVLsZGQxVvYEGqq3xc8wULtnA7mc/xPn7NpAgVAV/bhFZ835iz/Mfo3n9FZ4TKsjBu3IRQjWiOKIQqgGhKCgWK0pENKH8bHy//1zJ3nS6U0dKDenNRnqykFqwsbtTfRKQoh4eNdvtY489xmWXXcbgwYN5+OGHAbj//vsrdk9KrrzySvLz81m5cmWN9lFaWsqdd95JWloaffv2BcDv93P11Vfj9Xpr1uHDajWy6Y033uDHH38sK50L4RK9//nPfxg3bhz33ntvrTqjq6hLZArP9J3BFmcmhzxFWFUTvWLaYTfo85FrqiRQyobibVgVc6U5feyqlcKAk7VFWxiTOKQReth8rNx7gNkLFlFQ6gZAAL/t2svc39fz0NmjGdI+9ZTte1tWHkoVZVqFEBhVha2ZuZU+12gyIBSBpmmVJo0MhTQURWCs4u7m8QxqLDGOK4hxXFFueZoFhrVry487d2FUlLKqc1JKSvx+BJKLe/aokM/pVJBSUuz1IZFEWSwoenJtXQv2r3/9i+HDh5clyx40aBCDBg0C4Nlnny23rjH8+9//5qabbuKxxx7jnnvuQVEUJkyYwMyZM+nVqxeffPIJY8eObbT+6XSnq+ihXXHvyUGGNMRx5weaP4hQBVED6pa6IuD0kLd4O84NmSAlji7JJIzqgim2ekHwYImbg+98j/QHMcZFlp0HqVYzmj+Aa/1u8hf9QcLE8iM4/ZtXI/0+lIiK+SiFoiIMRnxrl2Iddf5Jp+OdbjR5iKC2GgigiPYo9GjsLjV7UkrIXggHPoXSPeGF5kRk63OhzQUIRc9lerx169Yxe/ZsPvzwQ6ZMmQLAqFGjKg0A/f3vf8doNHLNNdfwl7/8pUb7ufHGG9m5cyfXX3897777LgAmk4mEhAReffVV7rjjjhr3vVbBpszMzEqHeyuKUlYFRVd/FKHQLSqVblGn7gL+dOAJhacfmkTlH2KKUBAI3CFPA/fs1PFrIZbn7mGPqwCTYmBwQjs6RNQtR9AhZwmzv/2RQreXxAh7WfBCk5JcVymPL1jEG5deQOuo6pXvrimz0RD+oqqCpkmMhspPljp1SiYuzkFBvouY2Ioffy6Xj6goG127ta5zP+8bORKn18cfWQcJecLT5qSUmA0GpvXsxYXdTm2SRCkl32/bySfrN7IjL1wRsn1sDBf26Makrp31oNPproVOo1u6dCnt2rWrdN1vv/1GWlpaA/eoPLPZzJIlS+jf/2glyuTkZL755hteeOEFVq5cqQebdLpGEDe6F/mL1uE7VIghwopiNiKlRPMGCJV6cGS0JbJfx1q3X7Ili61PfYMvt4QjpzB5v24n85Pf6XT7mcQMaH/SNopXbCbodGOMcVS44aaYjISEl4JFa4g/eyDimOs0rTRcKKHK4ikGI9LvRQZ8CNVWq+NraaT04A2+SFD7DilLCd9WNaCILoS02wB9ZHqt7fkP7HkPCIHqACHAkwk7XwPXNmTGfYgqqrE3BVILP+qjnep67733SExM5KKLLiq33GIpP/hk2bJlvPTSS6xevZoPPvigRv3xeDx89tlnHDhwgMzMzLJgE8DYsWN58sknGy7YNHz4cK677jreeOMN2rRpA4RL7V533XWMHDmyNk3qdKdchNGOWTHhC/kxqxXntIdkCJDEGpveF8jBYidrMrPQpCQ9IY4uCfEnLf++tTib51d/xn53ERAOBllUI2ckd+TunuNwGGs3HPybzdspcHvKBZoAFCFIcNjJKSnlm03buGbogJO2VeLz8f2Onfyyew/ugJ+OsbFM7NyZnslJVR7foPRUlm/bR0jTUI8LemtSEpKSYRmVX2yazAYmnduH/85ZjNPpISIi/CEtpcTl8hEKapw9qRe2ehgqH2218tw5k1i2fz8/795NsddLSmQkZ6an0z0x8aTvX11IKXlj+Sre+X0NIU1iN4UDrFtycvn7j7+wPS+f20cOPaV90OkaUklJCT6fD7/fT0lJCXl5eeXW5+bmsnbtWu65555G6mHY9OnTK10uhOC2224jFDrBNB6dTnfKGGMcpN0zhb0vf413Xw4hlxeQCKOBqL7ptL1xEoqxdhfA/iI3W/4eDjSZ4+xlI6ekJvHnu9j27Hf0euZirCknroTrO1QY7lMVo6IVi5FAgRPN60e1Hb0IVezh/K5H8kVWEAwgrHZELc8LWxopJZ7AkwS1hQisCBIJB5u8hLSN+IL/RJOzUUXdb0yebmTJdtg3DxQDGI+5+a1aIeSB7EUQPwwSxzReJ0+ivqvROZ3OcsvNZnOFPEybNm2iX79+zJs3jzlz5mA0GhkxYgS33norVmu4Mn1xcTGXX345r7/+OklJNa8yeeDAAZKSkoiOjubgwYPl1lksFlyu2qVKqdWn5ptvvsnFF19Mu3btSE5ORkpJdnY2/fv3r1HZXp2uIVlVC4Nie7Mw5zds0oIqjo5+kVLiDJQSaYygT0zTKctZ6vfzz1+W8uP2nbj94fw/ZoNKj1bJ3Dd2JG2qyPmz05nHK5sXs99fQrTFikkNjwYqDfr5LnMLfi3EE/3PrVWwYdW+AyhCVDoyRhECVRGs2HfgpMGmfUVF3PftAnYXFh5+rsLarEP8b+s2Lu/dixsGDeSAy8luZwFm1UDPuCRsRhPjeqbzybL1HMx3EhdhxXB4yHcwpJHvchMfaefsPlUPdZ94Th9KSrzM/2oNBfkupDRRUODHbDZyznl9ueCikwfJqsukqpzRvj1ntG9fb21Wx8bsHD74Yx1GVSHefvSE02E2UeLz8dmGTQxr35bBbds0aL90ulNl1qxZfPLJJwB89dVXlW4zZsyYJpEgHODrr79m+fLlDB06lEmTJrFv3z5KS0vp2rVrY3dNpzttWVMT6PK3Gbg27sO9+xBCVXBkpGJNS67TzZm8n7biPy7QBCAUgSnegS/XRc7CzbSbMeyE7SiHbxxVFTSSIQ1hMiCOC4qZuvbD8+t8pKcUYStfuURqIWQwgKX30CY9ha7KQNkpoMmNBLWfETgQ4tgpjlaENCNlLv7QF1iVmxqkPy3KoYUQ8oK5kuqHqhUCJZD1bZMONtW31NTyM5ceffTRCtPfvF4vq1atwu/3c9ddd1FSUsJDDz3EDz/8wIIFCxBCcO211zJx4kTOPffcWvUjJSWFnJwcDh06VOFv7cMPP6R79+61ardWwab27duzcuVKFi9ezKZNmwDo1q2bPqpJ1+RNaHUGG53byfLmYFHMmBUTIRmiNOTGpJiY2mYiVrVp5MPSpOSxBYtYvGsPNqORRIcdAXgCQVbtz+Terxbw0kXnEmuvOOT50z1rKPZ7SbA6EEr4A0MIgcMYzle1JGc3m4oO0T2mVY37FdQ0TvR9LxCEtBPPrwlpGo8s/IFdBYXE2+1luYuklDh9Pt7+YzW/5O1iv7sYbzCIEIJ4i41LOvfiyow+/GXamTz+4UIyC5xoh/clBCRHR/DAlLEkRlVRBg5QFMGllw9l9JiuLFu6nRKnE4cjgkFD0klp0zIqsXy7ZTveYJAkR8U8EBFmM4dKXMzfvFUPNp3G6iPBd1NKEP7MM8/w0EMPcc8993D22Wczfvz4snVCCOLj40lJSWnEHh512WWXsXDhQiIiIlBVlUmTJqGqKhdeeCFr166ttLKMTqdrGEJRiOjZnoie7eutzaI1+0BQIRcUhD+fFINC4ao9Jw02RfTpSO7/loZHLlnLf05IKdF8AWKHdKswAkuNTcQycAyeJQvQXMUIqx2EEp465/OgxiVhGTC6zscJ4NzrYuvHe9j7fSZBb4jYjEhSL0wicnwkQq1ZsEgGg5Qs/4OS31bhP5SDYjZj79+TyJGDMSXF10t/KxPQfgH8QCU5roQKqARC32Ex3FhlAEz6S9H2rYDSXDBaUdoMQETW/Jy7xfEcIPzHUMXvgmKC0n0N2qWaqu9qdPv37ycy8mjqkcrOAWJjY3G73Xz66adERIRHKiYmJjJ69Gg2b95Mu3bt+Pjjj+ndu3dZXspDhw7hcrkYMmQIDzzwQFnxlKrYbDauu+46zjnnHKZPn47X6+XLL7/kww8/5KOPPmLp0qW1Os46TYgcOXKkHmDSNSuxpmju7HwNXxz8nj8KN1Ia8qAKhY72dkxsNZq+TWhU0+/7M1m6Zx9RFjNW49E8UzaTEZNBZU9BIf/bvI0rB/Qp97ygpvFz1g4iVAMBISqkVbGpRkr8Xn7L3lWrYFPv1q1YfzC70rtMUkoCmkbvlOQTtrHiwAG25+UTY7WWS5IthMBmNnLAX0RBTimtHRHEW21oUlLo8/Dy2qUU+Tzc3nc4r980hV8372HjvkNIoEtKAqO6pWGvouzv8ZJbRTP5wgEUFxcTFRXVoqaU7covQK0iiTqAUVHYld80Sjg3BJ83wPKft/Lrj5sozHMRlxDB8HHdGHxGZ0zm0zQRZQvL2dT+8OjBefPmYbVay4aVQ/iOYFOZnrZo0SJWrFjBtm3beOGFF8ryz6WkpNC9e3e++OILLrnkkkbupU6nq08ypFV9cQ0gBNqJKuEdZktPwdGrI85V4Yq7isUUzgcZDBEoLkV1WIk7q/LR2dbRkxFWO94VPyJLisLncEYTpi69sZ15MUrkiafwVceh3/P48dZleHK9KEYFoQr2/3SIQztzKFhewrCH+pbdAD0ZLRAg59/zKF27CaREmEyESkopXrgY18q1JF8/HUvHylMm1JWUJ8lxhQoUA0Gg4jmEtnsxwVVzwFMICJCS0JoPUDqORR0wA6GepucdAAYHJzx5kEEwNH7V2BOp72l0kZGR5YJNlRkwYEDZTaojWrUKX8MVFhaSkZFRIRg0b9483nzzTZ5//nk6dqxevrmnn36axx9/nCeeeIKCggImT55M165d+fLLL+nXr19NDq9MrYNN27dv5/3332fXrl385z//AcLlfCdMmKDfldM1aXHmaK7ucDHONhPJ9xdiVsy0siQ0uWDDLzv3ENS0coGmIwyKgqoIFmzZXiHY5NeCBDQNpYpE6EIIBAJPKFCrfk3s1pnP128iv9RDnN1a9rpJKckv9WA3GZnY7cQVW9YfyiZ0OFn28Qo1N5rQUDSBzWhCFQJVQJzFRrHPyyfbN3B+WlfSomI5s3cnzuzdqVbH0dRp0o/T+xulvjVINKzGzkRbx6AqVY/aOsJmMqKdIIl6SEpsptPjZMfl9PDc7M/ZvHY/EjAYVA7szWPd73tY/N0Gbnt0MnZH0xjNqKu7yMhIrr/+ep5++mni4+OZP38+U6dOxe/38/e//5277767Ufu3evVqLrzwQmJiYsqKBhyRlpbGjh07GrF3Op3uVHB0SaZw9b4qb9LJQIjIahQmEULQ9sbz2P+6oGTtTgJuZ1l7pvhI2lw9CVuHym8iCkXBOvQsLP1HETywExkMoMYlo8bVPLdLZQLuIL/cuxJPnhd7svVoUElIguYgW+ftJql3HOmTqxcgcv60jNI1G1FsNhTz0ZuIUkpChcXk/PdjUh++DVHJeWRdKSLx8L40hKgsP1YAQSKikvNsLfMPgktegVAArDEIRQ1/zvtL0bbOB0XFMHBWvfe52YgfFq5Ep/nDo5iOJUPhx2k0ha66pk+fzuzZs/nggw+47LLLkFLy6quvEh8fT+/evVEUpUKl3WXLlqGqao0q8BoMBmbPns2jjz5KTk4OJpOJ2Ni6zfqoVd3tn3/+mT59+vDbb7/x3//+t2z5kiVLeOWVV+rUIZ2uoUQaHXSwp9LaemqTNddWUSXlLI9lVFSKPBW3sapG4i12/Fqw0udph8sftLLVLhF6h7gY7hwzHLPBQHZJKfmlbvJL3WSXlGIyqNwxejjp8SeueFdVGERKSaHmQRz+d7xIkxlPKMgP+3fWqu/NhTe4j+05V7On4M/kuN4nz/UB+wsfZ0vOZZT4fj/p80emtQfCeayOF9I0pJSM7tihvrvdJL3/xk9sXLOPiGgb8YmRRMfaiU+MJCLSyrrVe5n31i+N3cXGI+v4aILefvttzGYz8fHhKRb33Xcf9957L59++imPP/44OTk5jdo/s9lMYWHlowo3bNhAQkJCA/dIp9OdaoljMjA4zAQK3OUCzFJKgsUeFIuBpDOrN7JetVlod/sUOj56Fa0uGUPiBSNIvWkyXZ66gYjeJx+9IExmjGndMHXuXW+BJoC93x+k5IAbW7ylwuglo82ADEm2zNt9wmrCR8hQCOevK0Ao5QJNEA64qZEOArn5lK7fUm/9L9dfZTxC2JAUV+yb9AMaRnVSJeskoY2fQdALtnCg6UifhdkBBjPajh+QpXkVnnvaiB8Kkd3AXwhBN2WlGUM+8OWBtTW0mtC4fTyJIyOb6uNRXa1bt+bDDz/k9ttvJyMjg7Zt2/Lll1/yySef4HCc/CZ0TSmKQnJycp0DTVDLkU1//vOfefHFF7n66qvLXaTPmDGDCy64oFZl8XS6pqzU6WH5wo3s2pyJEIIufdoxYExXLNbqTdk6Vl5mAX/8uAFPqZeENnH0HdsDSyXVz5Ijwh8eVSVF9IVCpEdGVFguhOC8tj34aPNy/KEgpmPu+kgpKfB5iDCZGdfqxKOPTmRC186kxcXy1YYt/L7/IBJJ/9QUzu3ehYykk18s9UhKRBECXzBYbnSTBEKEgyFmoxH1uOM+8joUej217ntTF9I87Mm/F09gBwY1DkWEf8ekDOIPHmJvwQN0SngTsyG1yjbGpqfx0doN7MgrIMZmwXL4NfYFgxS6vaTGRHF2l5Y5IuxY+bklLPt5K1arCZPpuISpZgMWi5ElP27moiuHER1b/1/WTVoLm0Z3xNKlSxk1ahQABw8eZM+ePTz44IMYjUYGDRrEunXryuVzamiTJk3i4Ycf5sYbj+b6CAaDPP/88yxatIg333yz0fqm0+lODWtKDB1vGs3Olxfhy3WhmFQEoPlDKGYD7a4aRkRG9dMaCCGwdWhV5SimxpC/uQiQKMbKxzEY7QYKthYT9IQw2k58+RlyuggVFaNYKp8pIwwGkJLAwWzo26OOPa9IUVIxqVfiC76FJnMQRAAKEjcSP4oyApN6XsUnluYic7eDyV75TWyTHdwFaJmrUTufVe/9bg6EYkL2+AtseRoK10DQdXiKqQIRnaHrnxHmE9+wbmxSHo2R1bWdmpg0aRIHDhxg8+bNRERE0K5dO5QqKlMCXHrppYwYMaLa7e/du5cbbrih0nVCCKxWK926dePaa68tS11QHbUKNq1fv55p06aV7fyIdu3asWfPnto0qdM1WZtW7ebVRz4hP6cYqUlA8OOnq0huG8etT15Cuy7V+7IPBoJ88NQX/Dj3Nzwl3rI7P3GtYpjxl4sZeFbvctuP69yRj9dupMTnJ/K4L1xfMDxqaVIV09Umt+vFhoN7+KloH4agis1gIiQ1SgN+TKrKn7qOJM5StznRnRPjuWts9T/EjjU4NZW02Bi25+WTYLejHv6wFAAyfA0bY6k4tSl8R0wSY7FWWNdSFHt/xBvYhVGNLzdEWwgDRjWRQCib/NIvaR31pyrbiDCbeXLSWfzlux/ZlpuH0+NDIlGEQnpCHH85ayyxtpb7Gh6xZ3s2Xref6LjKA0k2h5miglL27Mihz6DTLNjUQlmtVrKysgCYP38+I0eOxHh4KrLX68VSyedKQ0pLS+OZZ55hxIgRmM1mrFYrzzzzDH6/nzfffLPJJDHX6XT1K2F0BtY2sRz6dgNFf+wDKYnskULSWd2J6tH8/+6VkyX/1kAoVCtnk1DVcACiiqvxstFRp7B6nkmdgRDx+ENz0bQDgIYQDgzKhVgMUxGiknOGoA+kVnF62GFCKOGk0EHfKet3cyDMcchef4eSLVC0LvyaRXSCmL6HE7DrqmI0GunVq1e1tk1OTiY5+cQ5dI9lsVgwm8189dVXjBs3jq5du+LxePjll1/YvXs3M2fOZP78+bzwwgusXbuWDh2qN0OiVsEmu91OTk4OHTp0KBdsWr16dY0OSqdr6nIyC3nxgQ8pLnARExeBagh/CAYDIQ7uyeX5++by+H9uwBFVsSLc8T546gvmv/kjJquR2FbRKIpCMBAkP6uQV+74D3e/eSPdhx4NHnVJiOeiXt2Y98d6fK4gERYzCoJSvx9fKMSA1BTOzqh8dIrVYOT/uo8iLW87X+/fRJHfjSIU+sW34dK0/gxPSqufF6iWDIrCY+PHce83CzjgLEYgUBWFQCiEzWjCbwpiN1X8snb6fVhVI+NSq5forjlyepch0SrNBSCEghBGir0/nTDYBJAaHcUbF1/Ayv2ZrM8KJ1HvlpTA4Lap5ZKyn86OnLA2wVm0ulo677zzuOSSS9i9ezeff/45zz77LAAFBQXs27ev1gku69M111zDWWedxVdffUVWVhaJiYmcd955NbpTqNPpmh9HeiLp/ze2sbtxSiQNjEf8extBXwiDuXzAQEpJwB2k7bjWGCwnDyYoEXbM7VPxbNmJYq3kxqPPjzAYsHY5deeCQghM6rkYlYlocjcQQBFtAAd+UXF6HQC2WDBaw9PoDBVHZclQABCICP1aWQgBkV3Dj2amvhOENxVJSUns2LGD+fPnM2HC0amMUkpmzZpFamoqr7/+OrNmzeKJJ56o9kjsWgWbpkyZwt13382cOXPKli1fvpxrr71Wr6Kia1F+/nI1xfkuYhOjUI65G2MwqsQmRJK9v4Bl329g/NRBJ2wnL7OARXOXYLIaiYg5ejfEYDQQmxxNXmYBX732fblgkxCCP40YQnJEBB+v3cChEhdSSiIsZqZkdGbmoH6VJg8/wqoaubrzUK5MH0Su14VJNRBvrmJobyNIi43ljYsu4Ntt2/l59x5K/X7S42IZ3r4tr21Zzu7iQhxGE3ZjeFSW0+8jqGlMz+hDWlTd5xA3VZr0wglKqgpUpKzeXTFFCAa3bcPgtm3qqXfNS3rXVtgcFtwuHxFRFUdyuV0+HBEW0jqffid+QoYfdW2jqZkwYQJvvPEG33zzDQ899BBXXHEFAN9//z2PPfYYNtvJbww0hNTUVG6++ebG7oZOp9PVizYjkojrFk3uukJsCRZUU/imlpQSf7Ef1aLS7fLqBYeEEESNHY53115CzhKUCEfZuavm96O53dh6ZmBuf+rPbYRQUUV62c8nyjklTHaUDiPRNn+N1IIIpXwaCzzFiMhWiNZ9TmWXdadafeWtbGLnUDk5OTidznKBJgj/PV533XU8/PDDPPzww8ycOZMHHnig2u3WKtj01FNPceGFFxIXF4emacTGxlJYWMi4ceN47LHHatOkTtckrf5lC6qqlAs0HXFklNPapdtPGmz6Y9FG3CUeYltFV1gnhMAeaWPLyh3kZxUS1+po+VlFCC7u04PJPbuyO7+QkKbRNiYKRw0qPppUAyn2ivttCmKsVi7r3YvLepcfEtotKZHn/viNZYf2kespRQhBnMXGJZ17clVG30bqbcOwGjtR7FlUZa4uTfqwGjMaoWfNgzfkZ3XhVg568jErRnpOasvSedswmQ2YLUeDs16PH78vyJnn9yGiGiMTdc3HtGnTyqb6H7tMp9PpdKeGYlAY89xgfrhlGQVbi0E7fCUtwJxuZMB93UkZUf2E5PZeXYmbMomCz78jVFhUtlyoKtaMdBKvmtpkbp4eS+05BZm9CVmwC6kawyOctBAEPGCOQB18PUI9PaoB65qXQCBATk4OOTk5JCYmllu3du1agodTuHg8ngrrT6RWwaaIiAgWLlzI0qVLWbVqFZqm0a9fP0aOHFmb5nS6JisYCCFOMOVICIHfW3nVt2N5S8M5mqpK5KYaVYKlQbzuykesmFSVLonx1et0C9DaEcn/GzmRfc4i9pQUYlRUescnYzPWPCF7cxNjm0Cu632CWj4GJa7cyVRIK0ERBmJtlSSm1LGmcDtv7PqKfF94iLtEYuxpwGq1UDLXTUmxQFEFWkiiqoIBIzoxdUbt8o41ey00QfjxbrjhBiZPnsykSRUrB+l0upZFSolv70H8B7MPT7PqgCGqYiEV3akR2dbBuR+MZu/CgxxYfIigJ0RM5wiSxseQ0rV1jduLGjUUW48MXCvXEMgtQDGbsPXogjUj/YTn5o1JWKMxjH8YbdOXhHb9DH53uKpe+xEo3c9HiW/5xVlaupY6jS4lJYUzzjiDUaNGcc8995TlbFq0aBHPPvssL730EgBz5szhyiuvrHa7tQo2HTF06FCGDh3Kjh07SE9PP/kTdLpmJq1bCpm7cysdZSKlREpJWjW+QBNSw5UVgv4gBlPFPzuf24fFbiYmMap+Ot5CtI2Mpm1kdGN3o0FZDG1pHXUbmUX/IBDKRlGsgEDT3AhhIN5+MZGW0zRAcgI7SjL557aPcQc9RBkdGBQVKSWekI/StBI639eOpF+TKMxzEZsQwbDRGfQe2KFshOJp5zQJNuXn5+N2uxu7Gzqd7hTzHcwh74Ov8O4+gOYPgBCoVguRw/sRd+GZKCdIO6CrP0abgfTz25J+flsgfK5cXFxFjqPqtBcXQ8yEMfXVvQYhrNGo/a9C6T0NvE4wWhBmPejZUmhSoNVDoKg+2qhvH3/8MX/5y1+44447cDqdAHTq1InXXnuNq666imAwyCOPPEL37t2r3Wadgk1HdOrU6YRzWHW65mrU+f1YtnAjrmIPEdFHp9pIKSkucGG1mxlxTp+TttNvbA/iU2LJO1BAbKvocoGrYCCE3xtg7GUjsEW0/AphupOLt1+IWW1DXunHuHwrkUgizP2Js19ItPXMJjl0vLF9k7UUV9BNvCmq7PURQmAzhJOL7lGzuObWc+jgaDqlonU6nU5Xd8HiEg6+/iHB3HxUuw2DwwZSorm9FC5cQqjUQ9LMi5rcd6cMeeDQIuShH8CbB5ZESB6HtLTsdAGnC2EwgyOhsbuh01VbVFQUzz33HM899xx5eXnYbLZyuS4NBkONAk1QT8GmuiosLGTv3r2kp6fjcFRefjo/P5/c3Fzat29fZenihtxGd3ro2r89588cyRf//oW8Q0WYLSYkEr83gNliYvrtE0jpcPIvEpPFxMxHL+blO/9DXmYhtkgLBoMBn8eHz+OnXbc2XHDzWQ1wRLrmIsIykAjLQDQZACSKaPlTCGsrnKdpGxbVVOnFhFU1kx9w8kfhNj3YdJjgRGnoq99GU9exY0diYxu3oMCOHTvYsWNHtbZNT0/XR4rrdDXk+n0jgdwCjDFRR6dXCYHqsIHHi2vVeqLHDsHSLqVxO3oM6S9Grn0EijeGFyhG8GQiC9YgHcOR/e9EmCIbt5M6na6CljqN7njx8fWTvqVRg03r16/n2Wef5euvvyY/P59FixYxevToctsEAgGuvfZa5s6dS2JiIsXFxTz//PNcffXVjbKN7vQihOCi60aT1rU1P362iq1r9iEEDBjdlXEXDaBr/w7Vbqv/mb24580b+er179m0bDs+jw+rw8K4y0cw+aaziNan0OkqoQh96P/J+LUAIalhEJVPiRNCIBB4NX8D96wJO02m0T311FON3QXef//9ahdPeeSRR3jkkUdOcY90upZDSknphq0YjYZK8/goFjPBgmJcf2xqWsGm7a9B0Xowx4JyzM2kYACcW5A7/g3dbq/XfWquQkLZewBQk9NQ7Pp5p06nKy87O5tly5aRmZmJpmlly+Pi4rjssstq3F69BJvuuuuuWj1vyZIljBo1igcffJDOnTtXus0TTzzBd999x9atW2nfvj3vv/8+V155JX379qVv374Nvo2uZXMFPfycs47Fuesp9rtIsEQzOrE3I4b1oO/ILmXTRWs7FLvr4E50HdyJopxiPC4f0YmRWB366Dmdri7sBivRJge53iKsasVKjSGpIaUkydK4I1x0p0Zubi6lpaXV2jYxMbHckPCGoAeQdLpTKBRC+gOIKvLvHTlf01xNJ3eb9GRDzq9gsJcPNAGoJlAMkP0TsuNVCHPdv7ektxTvL/MIbl2J9HsAEGYbhq5DsYy8GGHSz0N1Oh188sknzJw5E7vdTmFhIXFxcWRlZWEwGJg4cWKtgk31ksr/mWeeqdXzbrjhBmbNmoXVWnWemjfeeINrr72W9u3bA3D55ZfTpUsX3nzzzUbZRtdy5fmK+cv6//LvXd+woySTwoCLjcV7eWX7l/x981zcQW94hEQ9zPmPToyiVVqiHmjS6eqBKhTGJPZDQyOgla8OKaWkOFBKtMnB4NhujdTDpkfU06MpuOmmm+jQoUO1HvPnz2/s7up0uvqkqih2G9IfqHS1lBIEGGKa0JS0ku0QcoeDTZVRrRB0g2snUnoJBn4jGPiWUHAVUp68AvKxZNCP+8sXCaz7GbQQwh6NsEchQ0ECfyzE879XkaGatanTnc6OTKOrj0dTIqXkpptu4u2332bhwoV06tSJgwcPsnHjRtLS0rjiiitq1W6tRjbNmTOnynVms5m0tDQGDhxYZZn36srKyuLgwYMMGjSo3PIhQ4awevXqBt9G17K9sXM+u1wHiTFFYFCO3iHzawHWFO3kw30/MTNtQiP2UKfTVeXs5EGsK9rJxuLdGISKRTURkhqekA+LamJG+4k4jHoC/jItaBrdq6++WnbTq6CggAkTJjBr1iwuvPBCoqOj2bVrF88++yx2u51JkyY1eP+O5Gw6kovpRPmb9JxNOl3NCCGw987AuysTGQwiDOUvbbRSN4rZjGNAz0bqYSWEQjhcf+IP0WBwGQHXU0iZA4QAA0JJxWT5EwbD0GrtKrhtJaH9WxC2CITh6CgqYXUgDUaCu9cR3L0OY3q/Wh+OTnc6kfVUja6pBZsOHDiA0Whk6tSpbNq0Cb8/nHqiW7duPPXUU7z++utccsklNW63VsGmRx99lH379gEQHR2urFVYWAiEh6jn5OTQvXt3vv/+e1q1qn0y1vz8fCA8R/BYcXFx5OXlNfg2lfH5fPh8vrKfj5QJlFLWqkLfkefp1f2qdipeo/3uXDYU7sKuWsJ5X45p2iSMWISBn3PWMaXNGc3iglX/Paoe/XU6uebyGllVM3d3uZRvspaxKPsPnMFSFBT6RXfmnNZD6RGddsqOob5eo6b+GjdVCQkJJCSECzW89957zJgxo1yupoyMDMaPH0/Xrl3JysqiY8eODdq/IzmbjkylO1H+Jn3KnU5Xc45+3WHNVny7D6CYTSgWE1KTaKUeEBAzaSSmpPpJdlsvIjPA4ICAC0yV5E0KuZEGgd/4CUgNRDRCGJHSh6btwef5C8L6V1TDwJPuKrB5GUC5QNMRwmhGel0EtizTg0063WmuuLiYmJgYIBzPOXToEMFgEIPBQEJCArm5ubVqt1bBpptvvpkffviB1157jbS0NAB27drF9ddfz1lnncWMGTO46qqruPPOO/nggw9q1TEAozGcGPfYYM6Rn4+sa8htKvPkk08ye/bsCsuLi4trHWxyuVxA7fMCtXSn4jXaXrAXq18l2uRABCq2aZMqHp+PHbn76GBPrpd9nkr671H1tJTXqajETVZeCaoqaJcci9lUf7UfmttrND6yL6MdvXAF3RgVA3ZDODhcXFx8yvZZX6/RkZsVDaIFjWw61tatWxk5cmSF5SaTifbt27Nt27YGDzYdH0DSg0k6Xf1SLWZa/9+VFHz1A66VGwiVekAIjIlxRI8fRtQZJw/KNCRhjkW2Gg/7PoOQKTxt7oigGzQzwfgAGDSEcrTisRBmIBEps/H73saiDjjpd47mKgSl8nxW4UYVpKuwjkek050+pAw/6qOdpio+Pp7U1FTuv/9+zjnnHB5//HF69qzd6NBaXZG88cYbLFq0iNTU1LJlaWlp/Pvf/2bcuHHce++9vPjiixUqy9VUSkoKQgiysrLKLT948GDZvhtym8rcf//93HnnnWU/O51OUlNTiYqKIjKy5vPDjwSooqKimsWFXWM4Fa+R0W+mUPUiDCaUStr0a0HceLA6bERFNv3qHfrvUfVU9Tple0rYUHiQkJR0iUqknaNpJpYudLp5++vlLF23B48vgBCCmAgr5wzvxpRxfTCodU/L11x/l+JouPesvl6jhnx9hQw/6tpGU9OhQwfeeOMNpk2bVu47eOnSpSxdupQOHapfQVSn0zUfhgg7SdMnE3f+eALZeQiDAXOb5CoThzc2kX4N0psDecvA7wxPrZMaCCMypgvBNgcRIrrC8xRPEFwmYD0yeQ3CduICRkpELFregao30DRERFzV63U6XXlShB/10U4TkpSUxK233lr281tvvcWMGTP4xz/+wZAhQ3j88cdr1W6tgk0HDhyoNB+TqqocOBD+QEtOTi6b61dbDoeDQYMGMX/+fC6//HIAvF4vP/zwA/fff3+Db1MZs9mM2Vyx+lFdEkkfeW5zurBraPX9GnWLaofVaMYd8lY6Ta405CXGHEEHR6tm877ov0fVc+zrVBr089KmX1h4cCulQR8SsKpGBiW0464eY0mwOBq7u2VcHh+z31zA1r05WM1GoiNsaFJS5PLy3/mryHO6+dPUEfXy/uu/SydXH6+R/vrW3e23385nn31G27ZtGTNmDNHR0ezevZvFixdz9913k5GR0aj927ZtG8888wy//PIL+fn5xMXFccYZZ3D33XdXWZVXp9NVnyHCjiGiisTbTYhQrdDrUcj/HZn9E/jywJyASBqN1LJB+RUhjplZ4Qti2FGIUugFTQMkcucDaCnnIjpfjTBUnuLB2HUowT3rkUF/hal0MuADRcWYMfjUHahOp2sWbDYbvXr1Kvt5yJAhbN26lVAohNfrZf369bRp06bG7dYq2DR8+HBuuOEGXn/9dVJSUoBwAOr6669n2LBhACxatIgxY8acsJ2CggL27dtHTk4OEE6aGR0dTXJyMsnJ4alKjz32GOeccw5du3Zl6NChPP/880RERHDDDTeUtdOQ2+hapnhzFMPiu7MwezWGUDi5MIRHLHhCPkIyxNnJAzCrVU+prIymSdZvPMDPv20jK7uIqEgrQwd2ZMjANMzmmrWlO7VCUmP2H/P5NXsXVtVIoiUCAZQG/fxyaAfZnhJeGDKFCGPTqCD4/fKtbNuXQ0ykDePhO7cqEBNpw+X28f3yrZw9JINOqQknbkh3emqh0+hiYmJYvXo177zzDr/99hsFBQX07duXp556isGDG/eC6rvvvuPCCy8kNjaWkSNH0rp1aw4ePMg333zDe++9x+eff86ZZ57ZqH3U6XQNRwgV4gch4o8WJ5JSIgqWAAak9COECQIhjBtyUUr9SFUBU/jGhAgBez9H+gqgz4MIUXEggKHTAAwbfyW4ZwPSaEaYw0Ep6XNDwI+hUz8MHXpVeJ5Op6ucpH4qyckmU9M3bPfu3Vx77bVs2LCh3HJVVatcVx21nkY3ZcoU2rZtS3JyMlJKsrOz6d27Nx9//DEAmZmZPPfccyds59dffy3LXdC7d29eeuklAG688UZuvPFGAM466yzmz5/Piy++yJdffknPnj359ddfiYo6OpWpIbfRtVwzO5xFUcDFmsIdlAQ94TohUmJSjIxP6sfklGE1ai8Y0nj93z/x069bCQRCqKqCpklW/L6bbxYmcd/tE4mJbvp3304XK3L3six3D1FGK1bD0UCgw2jGrBrYWpzNgswtTG3fp/E6eYyFK7YihFIWaDqW3Woit9DFL3/s1INNutOOwWBg1qxZzJo1q7G7UsblcjF9+nTuuOMOHn744XIjon0+H4899hjTp09n165dOBxNZwSlTqdreIrSBaGkIOVeIBFDdilKaQBpVEERSAII4QBDLAQ9kLMECtZBXJ8KbQmDEet5f8K7+COCW5YjS8O5AYXFjrH3WMzDL0KcKKeTTqcrR5PhR32001wUFBTUOh5Sq2BTWloaq1ev5pdffmHz5s0IIcjIyOCMM84omwZw8803n7Sd888/n/PPP/+k25155pknvdvXkNvoWiabwcJ9GdNYW7SLpfmbKPK7SDBHMzKxJxkRqTWe4jJ/wTp++HkzNouJmChb2fJAIMSWbYd49a2feOCuc+r7MHS1tChrO0FNw1rJiDOjoqIIwXeZm5tMsCmvqBSTsfITxCO/qwXF7obskk7XZGRnZ5OZmYmmaeWWd+zYsazaSkOaP38+nTt35q9//WuFdWazmSeeeIJFixbxzTffcPHFFzd4/3Q6XdMhhAGT+Ub8vseRMgclO4hEgiKRBBEYEOJwdT3VAgEn8tBiRCXBJgBhtmEdPwNt6AVoOXsBUJI7oFgjGuiIdDpdU7V//37uuOMOnE4n+/fvZ+rUqeXWBwIBVq1aVZZmqKZqXbJICMGoUaMYNWpUbZvQ6ZocVVHpF9uJfrGd6tROIBDim4UbUITAZis/R95oVHHYzazbcIA9+/Jo37YJleM9jRX43IgTDGk1CpV8X9MJ3sRE2NifU1TpOiklCIiOqDyHQ2PQZBAARdRfpTxdHbTQaXQlJSVMnjyZRYsWVbr+o48+qnAi1RB27tzJGWecccJtzjjjDHbu3NlAPdLpdE2ZwTgCRfkrft+/EYHfQQl/aAvhQIh4hDg8pV8IQID/5BXlFHsUij5lTqerk5ZWjU5VVeLj41FVtez/x7JYLEyaNIkZM2bUqv1an/Vv2rSJZcuWUVBQUGHd3XffXdtmdboWITOriPwCF3ZbxeTxAFaLkbyCUrZsP6QHm5qIZGsEEhnOl1BpRcIQraw1rzBZUyFN45cDe/h65xZ2OwuJNJkZ164j56R1IdZydITcuIGdeevLZQRDWoWqc25vAJNBZUSftFPe3xORUnLIs5zdzvnk+zYDEGfuSofISSRbB+sJsRtRS61G9/zzz1NYWMiKFSvo2LFjhWImdnvjTF22Wq3s3bv3hNsUFhbSqlWrBuqRTqdr6lTDICzqQKTtWmTxLoQSD6L8DcyyK1azfi6p0zWIFlaNrnXr1rz22mvk5OQwb948brnllnptv1bBptdee40//elPtGnTptLh6HqwSac7/OXfND5HdNUwvnUXvt6/gdKgH4exfJDQFwqCgAltup7SPgS0EI8vWcR3e7YTkhKTqpBZ4mRjXg5fbN/MM6Mn0j4q/Jl71pAuLFq9nV0H8rFbTVjNJqSUuDw+/IEg4wd1IaNd4int78lsK/6QzUXvo8kAhsN3YQ95VpHjXUvX6CvoEq1PF9LVrx07dnDrrbcycODAxu5KOUOHDuWvf/0rjz32GImJFf8us7Oz+eSTT7jmmmsaoXc6na6pEkJAmwug+EXQCFcCOVawFBQTovXohu+cTqdrMRITE5k2bRpLly5l6NChAMydO5dPP/2UESNGcOutt9aq3YplC6rhySefZM6cOezdu5c1a9ZUeOh0p7vWraKJibLhdvsrXe/1BjCZVDqlNW4wQHdUr9gUzk7pSmnIT76vFH8oSEALUeR3U+h3MyAulfGtu5zSPny4ZT3f7tmG3Wgk2e4g1mIj0WYnwWpjj7OQ2Ut+QDt8FzPKYWX2dRMZ3rsDmibJK3JR6HRjMRm5eFxfbp12RqOOHCrwbmZL0VwEApshAZMagUmNwGZIQCDYUvQ+Bb6tjda/056sp0cTk56ezqFDhxq7GxUMHjyYAQMGMHToUN577z1yc3MByM3N5b333mPo0KEMHDiQQYMGnaSlo5YtW8aMGTOw2+2MGzeu0m0+/fRTBg4cSFRUFB06dODJJ58MT7M9xu7duznvvPOIjIykVatW3H333QQCgbL1TqeTJ598kl69ehEVFUXv3r15/fXXy7WRnZ2NwWCo8Pj000+rfTw6na4KrcdDbA/wF4G/GLQghPzgKwgnCG9zFkSd2pthOp0uTEPU26OpueaaaygqKgJg48aNzJw5E6PRyN/+9jf+/e9/16rNWo1sKioqYsqUKbXaoU53OjAZDZw5tjvvfbgMjzeA1XI06XQwGKKk1EffXm1Ja9+yKoXleJ0sy92FO+gjyRrJkPiOWA2mkz+xCVCE4O6e42hti+Kzfeso8JUiJUQYzZzfthfXdh6KRa2YPLy+BLQQn23fhILAZiz/mqmKQozZwpaCPP7IPkj/5BQAEmIcPHzN2WTmFLH7YAEGg0LX9klEORo/V9Ne1w+EpBerWvF33KRE4gnlsrdkIbHmUxvA01WhheZsmjlzJuPGjSsrWnJs1TcIT2dT1capvDR37lyuvPJKrrjiCiBcNS8YDOcyO/fcc3nnnXeq3VZ+fj633347N9xwA8FgkMzMzArbfPvtt1x88cW89tprXHzxxWzbto1LL70UgPvvvx8Av9/P2WefTbdu3di4cSNZWVlccMEFBINBnn/+eQBef/11XC4X7733Hm3btmXhwoVcccUVBINB/vSnPwHhKbOhUIg1a9bQvXv3sj401mut07UkwmCFvrOR29+GrJ/CAScEmGMQbc+DDhfr09J1ugbS0nI2HeF0Olm6dClfffUVEM5xedVVV/Gvf/2LTz75hDfffJOrr766xu3WKtg0YMAAVq1addJklzrd6WzypD7sP5DPr8t24Cr1YVAVQpqGlNCxQwJ/um5Mizk5CGoh/r1jMV8eWIM76EcgkEgSLBHc1HkMo5MzGruL1WJUVGZ0GswlHfqxzZmDJiVpEXFEmU5d8EbTJOvW7WP+D+vJXZ+FzaoQTFNQ21kQhqO/H2bVQLHPx6b8nLJg0xEpidGkJEafsj7WRpFv++GKORV/x4UQCFSK/TsaoWe6luyOO+5g+/btXHTRRZWub6wE4QDR0dF89dVXrFmzhsWLF1NQUEBsbCxnnHEGvXv3rlFbcXFxLFu2DIDffvut0m3ee+89zjjjDK677joABg0axL333ssDDzzA3XffjdFo5PPPP2fnzp0sXryYpKQkUlNTefTRR7ntttt4/PHHiYiI4J577inX7pQpU/j666+ZO3duWbDpCFVVMRj0IgC65sWZ6+WP+QcpyvbgiDHTZ2Jr4trYTv7EBiRMEYjutyLTrwTXPhAKRKaHA1E6nU5XRwUFBeXyWi5atIjbb78dgNTU1ErzdFdHrc4Ixo8fz6WXXso999xDenp6hYuJc889t1ad0elaEqNR5dYbxzNscDo//7aNrENFREZYGTY4nRFD06tMHt4c/Wfnb8zbsxKTohJvjkARgqAWIs/r4umN3+AwmBkQ36Gxu1ltVoOR3rEpJ9+wjoLBEK+99iOLf92GPxBE+IMgwX8ggJLoxjw2GmEtPzJAaSYBSlWxEE4wUTmJhipazt9Ac3O4flGd22hqnnzyyRPmjezcuXMD9qZyffr0oU+fPqd8P5qmVUiQrqoqhYWFbNq0id69e/Pbb7/RrVs3kpKSyrYZN24cPp+P33//ndGjR1fadn5+PhERFcumjxs3Do/HQ3p6OrfccgszZ85sMTdVdC2PlJIf39zJ1//YjLvYj1AEUpN88f82Mvbqjpx/b3cUpWn9/gpzDJgr5svV6XQNQ0qBrIfk3vXRRn1KSUnB5XIxZ84cYmJiWLFiBWPHjgVgw4YN9OzZs1bt1irYNHv2bODoMOzjeb3eWnVGp2tpVFVh8IA0Bg9o3Kpgp1K+z8UX+//AqKhEmY7eCTQoKvFmBzk+J+/vXk7/uPb1dtERCmwjFNgASFRjDxRD52Z5QfPV12v46ect2GxmYmLsuItCeENBDFIhlB3Av9SJeWz4pNITDGBUVfokNo9qVa1sg8jzrkfKEEg3yGKk9AMqCAeg0co2uLG7efpqodPoOnXqRKdOnRq7G03CRRddxCWXXML777/PlClT2L59O88++ywAWVlZ9O7dm6ysrAoJyxMSwlNfq8p9tXDhQr7++ms++uijsmVCCG6++WZuueUW4uPj+eKLL7j55pspLi4uuzN6PJ/Ph8/nK/vZ6XQC4QDA8XmlGtuRPjW1ftVWTY9Hy99P6MBGCAVR4tqgpPZEKE1jimRd3pulH+3lkyfWIwREt7KgqOFgU2lRgG9f3obRpjLploYdmX26/641dS3peFrasTTcvlpmsMloNPLSSy9xww034PV6efrpp4mKikLTNF588cUaTfU/Vq2CTXowSafTHbEibzeuoI94s6PCOiEE9pCJzdv3syF6L907tq1wp70mtFAePudfCfpXgDx8kSLMqKaBWCIfRFGbT8J1vz/Id99tQFUVbLZwjqYYi5WsUheaIlFMglCmH60oSDBCUOzzMSSlLd3imscxptrHsNP5FaX+nZjxowgJCDQJPtzYFAsp1uYxvVLX/LjdbrZs2UJ+fj7t27evdBR2SzdlyhReeeUVZs+ezcyZM0lNTeXee+/lxhtvPOFrceQzurKT97Vr13LJJZdw2223lcvdmZSUxMsvv1z28zXXXMO2bdt4+umnqww2Pfnkk2U3L49VXFzc5C5+pJS4XC6AFvF7VN3jkX4vgVWfox3cAqEg8vD2IjIRw8ALUePaNFCPq1bb9yYU0vjloy04kiWRCUdG2YZ/7xytjLgK/aycv5P+UxKw2Btuaujp+rvWXLSk42lJx3LkZoWubi677DKmTZtGMBjEZApfm2iaxtdff01KSu1mfOgT63U6XZ24g35AoIjyQSTp0fD9UIy2ogTpDvGU9V3S0lsx6bIhDB7XrcZfbFLz4Cm6Cy2wHkQkKNGHV7gJ+RbjKboLW8xrCMV+wnaaigMHCigsLMVuPzqVLNpixa+FKPB6CKoawgMF+52EOpromZDEo0PHNpsTAoshlgERvVlVsBn3MXeBBAK7otDH7EEpfQFpfKXZHFOLIkG0wJFNAG+88QZ//vOfy+UXGDhwIG+++Sa9evVqxJ41vBtuuIEbbrih7OdvvvkGgLS08GjbpKQktmzZUu45OTk5ZeuOtX79esaPH8+0adP4xz/+cdJ99+7dm6effprS0tJyeSCOuP/++7nzzjvLfnY6naSmphIVFUVkZGQ1j7BhHAl+RUVFtYjPq+ocj5Qavv+9iXHPHwizFcxWhBDIoB+ZtxXxy2tYLngQJTq5IbteST9r997s/qOAfSs9WCOMlGoVn6cFjWTt8XFwrZe+E0/9tPojTsffteakJR1PSzqWhux/S00QfoSiKJhMJnJzc/nss8+4/vrrax1oghoEm+bOnQvApZdeWvb/qhypdqLT6Vq+VtYoFAF+LYhJCX+kSK+G+60cQju8SAMIs4LZZGTHpkxefexzivJdTJhWsylUQd9CtMBGUOIQ4phqbcKOlCa0wGaC3oUYbZPr8/BOmaq+ZBJtDiJMZoq9Hkp9PjrHJzN1RH/OaNMBSzNKvCulH0fwF0bYBNlaJMWhcNWtaNVAktGMIj3IwHpkcCPC2KORe3saaoRpdLt37+auu+7ip59+wu1207FjR+655x5mzpxZx44c9cMPP/B///d//O1vf+Piiy8mNjaWHTt28MQTT3DOOeewY8eOChXqTidz586lW7duZVMNhw0bxquvvkpeXh7x8fEA/Pjjj5hMJvr371/2vA0bNjBu3Liy0VLVObHfsGEDUVFR2GyVJ1o2m82VvhdCiCZ54XOkX02xb7VxsuPRMrcg969DsdoRRsvR5xlMSEc00lVAaOOPqCOmN1SXq1Sb9ybg1dCCElVVoJLpLIqiIIPh7Rr6PT/dfteam5Z0PC3lWPRgU/3Lzs7mhRde4Prrr69TO9W+cvm///s/IBxIOvL/qujBJp3u9DEwvj2trNFkugtJMEcghMC/rITQTi84FDSDJMpkxW6xYLdbKC5w8fEbPzFgVAbxyVHV3k/AuxCJRDk20HSYEEY0NELu91BDW0EGEYbOYBmHUE5NIs1gSMPl9WExGbEYax4EatMmhugoK0XFbkym8s+3GoxIRWKLMPLAOeNp3z6+vrpdgdPl5eeV21nyxy5K3H5Sk6MZN6QL/bql1ikxqgwdAC0XVY0gxWDh+HsiEitSc6IFNqHowabTwkUXXURsbCzr168nPj6ed955h1mzZtGhQwdGjRpVL/v46KOPuPfee7nrrrvKlvXp04d58+bRtWtXli1bVm/7aury8/N57LHHuPfee4mOjub1119n7ty5zJ8/v2ybCy+8kLZt23LzzTfz8ssvk5WVxeOPP84111xDVFT483nz5s0nDTQ9//zzREREcM455+BwOPjyyy95/vnnueuuu5r9RczpKrTnD2QoiDBUFhBUQDUS3LEM4/DLm+V7nNDOjsmq4nMHsUVVPK/wu0MYLQoJ7SumCNDpdDpd9VT7CikvL6/S/+t0utObUTFwS8Y4Hl/3FdleJ3bVhFxagoZEGiQmxUCc6ejJWkS0nYJcJ8sWbuTcK4ZVez9SK0JQeUJSIf1Y8SKCGyG0HwRIBLj/AxF/RpiH1/k4jyjx+vhk5Qa+WbeVYrcXg6owvFM7Lh7Uk/Sk6geFzGYj48Z3Z9685Xg8fqzWoye7gUCI0lIvAwZ0OKWBpoM5xTz+6rfsyypAEQJVVdh9II8la3YzfmgXbr5sZB2q3zW/i4/TiaiHaXQ1eb6maaxfv54333yzbDj2tddey1133cXatWvrLQDkcrno169fheWKotC6dWtKSkrqZT9NQXp6Onv27EHTNKSUGA6PfAwGw6MI4+Li6Nq1K8OHDycrK4sBAwawYMGCchXmLBYLCxYs4KabbiIlJQWbzcb06dPLTZN75ZVXyMnJ4Y033uCNN94oW96mTRv27NkDwOWXX87jjz/Oo48+SkFBAenp6Tz33HNcd911p/6F0J0S0h/Oz1plIElRIeAlPMSx+X3ex6bY6Dk+mZWf78dsN6AajqYC0DSJq9BPx4FxdOirV37T6XRHtdQE4adKreZkxMfHVxlwOtE6nU7XMg2KT+PJflOZt3s5v2fvRSsOIswKUSYbsSY7xmOq1iiKAAl5h4prtA9FbYsW2FBxhdQwadkIQkAEqIertckQaHlI5+MQ8zLC0LEORxhW7PFy37xv2JyZg0FVsBgNBIIhvlm3jaU79vPYRePp0651tdu7YHJ/DhwoYOnSHZS6fKgGhVBIA6BTejI3XD+mzn2uiqZJnp3zA/uyCoiLsoenEhzm9vj57rfNtG8dy7mjazfqSKhtQGkNoX2gWituIN0IYUYxnl45dE5XiqJw2WWXMWfOHEaNGkVcXBzvvfceqqpy7rnn1tt++vfvzyuvvMLUqVOJjY0tW/7DDz+wfPly+vbtW2/7amxbt249aSLtG2+8kRtvvPGE23Tq1ImFCxdWuf6f//wnzz33XIXlxwYhEhMTefHFF3nxxRdP0mtdc6FEJoRv3EhZacBJBv0o8e3Do5yaqQvv78H+DcUc2lGCyaJitCgE/Ro+d5CYVjYue6J3sxy1pdPpTp3TZRpdeno68+bNq3M7tQo25efnV7o8EAjo2eB1utNUj+gUevS9iFxPCQ9EvYq3NECMpeLw8yMXR1Z7zfKmGK0TCXq/Q2ql5ZKAq5Qi8CMRKOoxdyCFCiSCzEZ6vkJE3F6bwyrn/SVr2JSZQ5zditFwNIAWKSU5zlKe/WYx/75uKka1eiWhjUaVW285i+HDOvPL4q1kZRURFWVj+LB0hg3rVG60U33bsOMgO/flEemwlAs0AdisJty+AN8s3sTEM7rVqn0hjBhsUwmUPIvUSkA4yk7apfSDdKKYhiMMXep8LLrGdfz3flW5eF555RUmT55clpw6MjKSefPmlf1cH66//nrmzp1Lu3btGDVqFNHR0ezatYtly5Yxe/bsOiW5bGrUan7O1JWiKHWqIqprntTOQxGrvwKPE2zlp7zLoB8kGLqNbpzO1ZP4tnZunzeCH97YwfJP9uNzBzGYVQZPacv46zuRnB7R2F3U6XS6RmGxWOjevXud26lRsOnjjz+u9P8QHiK/bNky0tPT69wpnU7XfCVYIxhxVi++nbccTZMV8v543X6MJpV+IzvXqF3VNASDdQJBz/+QIQ8o4UCWohUAEiGiEeK44JYQIE3g+xXqGGxy+wMsWL8Ns0EtF2gK70YQY7dyoLCYlbsOMKxTu+ofl6owaFAagwbV3wV3dWzfk0swpGGuIt+U3WriUJ6T3AIXVmPt9qFap6AF96B5vkDKQ0gMQAgQKMYeGCMf1O8aN6Z6uquWmppa7udHH32Uv/zlL+WWaZrG2Wefjd1uZ+/evSQkJPDBBx9w4YUX8v333zNixIh66YvdbmfJkiW8++67/Prrr+Tn5zNkyBCef/55Bg0aVC/70OlOB0pkIsZBUwgsnYdWko8w20Ao4PcgtRBq214YMkY2djfrLLa1jYsf7cXk+7rjLvJjjTRitjWfYhw6na5haQi0epg6XB9t1NXevXvLVaw9kfbt2/Paa6/VeB81+jS99tprK/0/gNFopH379voQap1Ox1lTBrLix80U5DiJjLFhMhuRmsRd6sVT6mPwuO6kd6/ZCAMhFCyRDxEwdMTv/hip5R5eY0MQQKitqDxvhAIE6nhEkFPsotTnx2qqPPJiMqhICQcKajY9sMmSEkE4XldbQqgYI+5Bs4wj5P0WGdyHUKJQzWNRLKMRwnLyRpqwIn8uW5wrcAYKMXntZJj7kmRp1zwCaPVYjW7//v3lStVXNqrp999/Z+nSpfz++++0bdsWgKuvvpo5c+bw2muv1VuwCcIjfmbMmMGMGTPqrU2d7nRk7DMR4YgluPZbtNy9QBBhj8HYbTSGPhMRxpZT2dFkUTElVzLlW6fT6Y7RkqbRWSwW+vTpU/bz5s2b+eqrrxgzZgzdu3fH7Xbz888/s3fvXp544ola7aNGwaaioiIgPIdvx44dtdqhTqdrfnz+ICvW7GHF2j24vX7aJEczekhnOqRWnry6Vds47nzqEt7421dk7smjpMiNBMwWI2ec04eZd02s1QW5EEZM9qsw2qahBfcCEuH/DUrfrDpHqfSCcXCN93U8s9GAoghCmlbpek1KpJRVjhRqajLSkjCoCj5/EIu5YgCt1OunQ0ocCTERlJTUfnq0EALV1B/V1P/kGzcTUkqW5X/Nsvz5+DUvSIHZF8nv3m/pFj2YM5OuxKDUcjhYMxQZGVku2FQZozH8ehyfY0jTtLJ19eX777+nf//+5XI2rVmzBqvVSpcu+rRNna4mDOmDUTsOQpbkgxZAOOIRhtPn802n0+laqqSkJP7+97+X/dy9e3e++OILzjvvvLJlmqYxc+ZMvF5vrfZRq6siPdCk050+8gpd/P3VBWzbnYPUwolCV6zZw/yfNjJ1Yj8uOadfpYGjjt1SeOI/17Nx1W4yd+dhNKv0GJBGcmpsJXupGSHMqMbwNDypRCPdH4LMB+LLD8XRnCCMCEvdExAnRznonJzAun1Z2EzGCsfs8oZHPQ1Ma1NlG6WlPjZtOYjfHySldQzt2sY12iiYbh2TyUhLYv22g6iqUjY1UEpJqcePQHDOqB4VpkGezlw+Hz9s3cWv2d9jjF2OqqhEmqJwGM0YgnZcws+6ol8xKzbGJl3a2N09oYauRte9e3cyMjK4++67ef3110lMTOT9999nyZIl/PnPf65bR47x888/87e//Y0ff/yx3PLIyEgmT57MqlWrKh15pdPpqiaEQESeusqoOp1O12xIoD4qyTWBkU3HysnJwel0lgs0QThv4/XXX88jjzzCww8/XON263wLvqioqKzM7hHx8foXkk7XEkgpee6tH9iyM5uYSBtG49GAREmpl7lfraJ1YhQjB1Weq01VFXoN7kivwXWvBFcVoSZBxF3IkqdBZoM0E5465wGMYJ0GpmF1348QXDakN1uzcsl3eYixW1AVJRyc8fnx+AOc368braMrjvAIhTQ++/J3vlmwnuJiN5qUmE0GMrq04pqZZ9Ampe4BuNocz50zxvLE6wvYuT8PKSWqohDSNExGlfPG9ODMYRkN3q+m6mCxk/u//I5d+bn06bcGoYUo9RoocZcQbQnQxujAotrQQiHWFy1mUNwEHIboxu52k2E0Gpk/fz4PPPAAY8eOpaSkhE6dOvHOO+/UazW6uXPnMm3atApB3LS0NOLi4li1ahXDhw+vt/3pdDqdTqc7fUgJWguZRnesQCBAdnY2hw4dIjk5udy6tWvXEgqFatVurYJNxcXF3HnnnXz00UeUlJRUWH+yUrw6na552LzjEJt3HCLSYSkLNEE4UBHpsJJX4OKrH9czYmDHRs1TIyxngpqC9HwB/iUgg2Dsi7CeD6aR9da3YZ3acfvZI3jtx2XkuTwIKJs6N6FXF/5v/NBKn/fuB0v56n9/oBpUoqLsqKrA6w2wdt1+/vbU1zz60AUkJZ54GtKpkBgXwd/vnMxvf+zktz92U+r20SY5mrGDO9M9vRVCCP3znPAUyce/XcT23HzaJISw2bxoITNGRSEkJUUeD1GaF4sVLKodV7CQfaVb6BY1pLG73qR06NCBDz744JTuw+/343K5Kl1XUlJCaWnpKd2/TqfT6XQ6XXOTkpLC2LFjGT16NPfccw/dunXD4/GwaNEinnnmGV5//fVatVurYNM999zDjh07+PLLLxkzZgxLly5lxYoVPPbYY9xzzz216ohOp2t6Nm7LIhjUMEdU/lFhs5rYvT+PIqebmCh7A/euPGHshjB2A8IBoKoCTFJKSkNuFBQsSs2n00zq3YVhndrx85ZdZBe7sJmMDOvUjrTEykcnHcwq4ruFGzCZjEREHE2IbbWaMJsNHMou5psF65h5Zf0lSK4Jq8XI+KEZjB+qj2KqyrrMQ2w+lEuU1YzB4A+nBpMCEKhCECSE0+fHIpWy37uQDJ6oyUbX0NPoGsro0aN58MEHmTZtWrkqee+99x5btmzRK9LpdDqdTqertZaUIPx4H330EbNnz+auu+6iuDhc8CgjI4O3336bSy+tXXqIWgWb/ve///HTTz/RqVMnAAYNGsSQIUPo3LkzDz74IPfdd1+tOqPT6ZoWTUoQVBm4ObI4GGpan5iV9VeTGsvzV/Nz7jIOerIRAtpaUxhm68/gyP41Gv0UbbMwuV+3am27fMVOvL4AcbGOCusURcFkMvDLr9u44rKhGAxqJS3oGtvGQzkENQ2LwUDAZ0fTVBQ1SChoAkARgmBQI6BJpBJAFUbizK0audcnIan7mU7T+rMH4LLLLuPdd9+lc+fOjBo1iri4OLZu3crq1at59dVXiY6Obuwu6nQ6nU6na6YkAllpRaKat9OUBINB3G43zzzzDM888wz5+flYrVZsNlud2q1VsOngwYOkp4dztERGRlJQUEB8fDwjR45k48aNdeqQTqdrOjq2jUcRAn8giKmSKmtuj5/U1rHERtXtg+hUk1Ly0f6v+Sl3CZrUsKoWpJRsK9lFbmEe+YZizm09/pTs21niRVB1wM5oVPH5Ani9ARyO5hFsCskge1yr2OpcjDOQjdUQRXrEUDo5hmFSm/bvQq1IyZHISihoxlnYmuj4vSAMIJVjNtPwBF2k2jrTypLWSJ09vRkMBv73v//x3nvv8f3331NcXMyQIUN45ZVX9FFNOp1Op9PpdJXYtm0bl1xyCRs2bAAgLi6uXtqtdYLwIxdOGRkZfPrpp1x//fUsWLBATw6u07Ugfbqnktoqhj2Z+cRF21GUoxfWHq8fgAlndENVlaqaaBI2Orfxc+5STMKIzWgtW25TrYiQZEHWT/SMyqCdvepKcrUVE20LJxPUZKWV3fyBEJERFqxWU73v+1QIaD5+OPQSu0t/B6mhCAOF/kwOujexuXgRE1vfjd0Q09jdrFddkxMxKCq+YBCL0Uh+VhcstmIstiKQCoGAgskYxCNdRJsSOCv5qkbNYVYdLXUaHYQDTjNmzGDGjBmN3RWdTqfT6XQtSEudRteqVSuysrJOmIqkNmp1hdi9e/ey/z/44IPccsstJCcnc/HFF+tT6HS6FsSgKtx57TiS4iPJLyyloKiU4hIPuQUleLwBxgztwoTR3U/eUCNblv87IRnCZrBWWGdVLPhCfpbl/35K9j10cEesVhMul7fCulBII+APMvqMjCYfsDvij8Iv2O1aiVmx4zDGYzNE4zDGYTVEkePdwS85bzV2F6vNWeLhx1+28OU3a/h16fayAOrx+rRpRUZyAsUeH8GQRiho5sCOweQdzMDrs4AAu9HBoNhJXNb2PhIs9R+0rHeynh5N1IYNG/jggw/Ys2cPEC5s4vVW/BvU6XQ6nU6nq64jwab6eDQlMTExXHDBBdx111243e56a7dWI5uODK8COP/889m4cSOrVq0iIyODPn361FffdDpdE9AhNZ6/33cBP/y2ld9W7cTt8dO2dQzjhmcwpG+HZhEkOeA+iEFUPkVNCIGCINNz6JTsOyEhksnn9eXDj1dQUODC4bCgqgoebwCP20ebNrFMPLvXKdl3ffNrXjYXL0IRRozHJVdXhQGzYueAez0FvgPEmptuwEXTJF/MX8NnX62mxOUtyz0WE23nykuHMnpEl3LbK0Lw8NljuP/LBezKLwBAVRSyClthVFM4t3tHZvTrTWxMbJMf0dTSSSmZNWsW77zzDkajkXfffZf27dvzzTff8L///Y933nmnsbuo0+l0Op1O16Rs3bqVr7/+mpycHP75z3+SmJiIqh69dsrIyGDhwoU1brdWwab4+Hjy8vLKfk5PTy/L4XT8Op1O1/zFxziYdm5/pp3bv7G7Uitm1UxIalWu16SGRbVUub6uplwwgAiHha/+t4bcvBI0KTGbDIwY1okrLhtGbEzjVvKrrkLffryhEkxK5f01KlZcwXxyfDubdLDp6wVreXfeUlRFEBtjQ1UUgkGNoiI3r731ExazgSEDO5Z7Tkp0JK9MO5+FW3by047duHw+2sXGMKFrJ/qltqbE6Wyko6mdljqN7v3332flypXs37+f2267rWz5tGnTuO+++9i/f3+5KnU6nU6n0+l01aXJ8KM+2mlKkpKSeOqpp6pcHxNTuxQZtQo25efnV7o8EAjgbGYn3DqdruXrG92D3aX70aSGIsqPxApKDSEEvaK61tv+/MEgy3cdIMfpwmExMTitLRPO6sm4Md3YsTMbfyBEq6QoEhMj622fDaJs1E4T+4asAbfHz+df/4EiBNHHJLY3GBRiY2zkFZTy0eerGNQ/rUKOLYfZzAW9u3FB7/KVCGVTGwtdHfUxDa4JHvYvv/zCrbfeSuvWrcstF0LQtWtX1q5dqwebdDqdTqfT6Y4RHR3NzJkz673dGgWbPv7440r/D6BpGsuWLSsb4aTT6XRNxdD4/izOW06ut4BIowOjEv7o82sBAkE/rSOT6R9bP1PZFm/bw8s/LOVQcUnZ9XyUxcwlg3oxfUgfuma0PlkTTVasKRWbIRp3sAiDUjGhuV9zY1QsJFu6VPLspmH9xgMUFbuJjqxYNU8IQYTDzP7MQvbsyyOtfUIj9FBXF37/0bxbx09pzMzMxG5vHqMIdTqdTqfT6Zq7GgWbrr322kr/D2A0Gmnfvj0vvvhi/fRMp9Pp6kmUMZKbOl7FW7vnkuXJRh4ekqGg0MnSnukdp2Cth2l0q3Yf4ImvFuHxB4ixWzCqKiFNw+nx8e/FqxACrhjat877aShSSg55s8lz5+Mz+0myJtI9ajzL8+bh1zyYlKMJ14OaH7/mplPEcKJNyY3Y6xNze/xomkRVK8+tZFAVQiENt6fyZOEtRgsd2TR69GheffVVrrqqfEXAl156iX379jFw4MBG7J1Op9PpdLrmTKOeptHVvYk627x5M0OHDqVbt2689dZbDB06tMptu3XrxpIlS2q8jxoFm4qKioBwjqYdO3bUeGc6nU7XWNrYWvNg11vZULyVve4DAKTZ25EiE4mx1G4e8rGklLyz5A9K/X6SIuxlF7qqohBjt1JQ6mHeinWc16crUdZTlx/qZLILS1iz+yDBoEa7pBi6t02qNKn19pKdzM/6lr2l+7H6LHiyvaQ70pjQ6ky6RB5ke8kSfKFSFKGgHZ6KmGLrzojEmQ1/UDWQEB+B0aDi94cwmyt+Bfp8QUxGAwlxEY3QuwZUH6VQmuD0wenTpzNv3jy6dOmCpmlkZmby6KOPsmXLFv7973/jcDgau4s6nU6n0+maKYlAUvdiMPXRRl2lpKTw5ptvEhUVVfb/qkRFRdVqH7XK2aQHmnQ6XXNkUAz0ielOn5juQDhAVFxcXC9tZxY62ZyVQ4TZVGnwJspqJs/lZsWu/ZzZvVO97LMmPP4Ar81fyo9rd+L2+kGAUVXpnJLAnReOpH1SbNm2W5zbeGv3f3AHPdhVK1bVgl8E2OjczD7PAW5Iu5pOkSPZ7vwNZyAbqyGKdMcQ2jv6owpjgx9bTXTr0prUNrHs2ptLgslR7r3SNEmpx8/QgR1Jam75tHQAGAwGvvrqK+bOncuCBQsoKiqid+/ezJkzRx/VpNPpGpXUigh5FxDy/gSyBKG2R7VORDENRYimX9lXp9O1LJGRkUydOrXs52P/X19qFWwCCAaDfP7552zevBkpJd26deOCCy7AYKh1kzqdTtdslfr9BDWJ1ahWul5VFEDg8jX89CwpJc988jM/rduJ1WQkIcqOALyBIBv3HuKh/y7g2evOIynagSY1Ps/8Ck/QQ6wpGoHAEDJgVS1YVDMF/kK+OjifWzrdRKqtZ4MfS10piuCaq0by1HPfkJvvwm41YTCq+P1BPN4ASQmRTJ82pLG7ecqJw4+6ttEUqarK9OnTmT59emN3RafT6QDQgnvxF/0ZGdpH+NPTAMHdaL7FKNaJGCPuQYjKzx90Ol3TUR9ZCI6001QFg0G8Xm+5ZaqqYrVaq3hG1WoVGdq5cyeTJk1i3759dOzYESEEO3bsoG3btsyfP5+OHTuevBGdTqdrQeIddswGFW8giMlQ8YTRHwyhCEiKbPhpPBv2ZrNk0x4irCZs5qOJva0mIyaDSlaBk/krNzPrzIHsKt1Dljcbh/HwVMBjvg2FENgNNnaX7uWQN5tW1qabm+lEume05qF7z+XTL39n3YYDeLwBjEaVsaO6MvX8/rRuFd3YXTz1WmDOJk0LT+c8MlpNSsl///tfVq1aRc+ePbnmmmtQVf1iTqfTNSwpNQLFf0WG9oISjxBHL7+kVkrI8z8UQycMtimN2EudTlcdLTnYdKSi74YNGwiFQuXWde/enQ0bNtS4zVoFm2677Ta6du3Kb7/9Rnx8PAB5eXlce+213HbbbXz99de1aVan0+marTiHjeGd2rNg/TbsZuPhkUxhUkqK3B5SYqMY0L5Ng/dtyeY9+IMhou0Vc0WpioJRVfj+j+3MOnMgxf5igloQo6HyoJhRMeIJeSkKFFcZbPJ4/azdeIASl5fYGDu9urbBWMWIr8bSuWMSf75jEgWFpZS4vMRE24iMqPkdG13T4PP56N69O4sXL6ZVq1YA/PnPf+bpp58mLS2Nf/3rX6xYseKE+Qh0Op3uVNACq5HBbaBElws0AQjFjgy5CXk+R7VeAOjT6XQ6XcMLhUJMnTqVCy64gGeffbZC9V6brWIV5+qoVbBp0aJFbN++vSzQBBAfH88rr7xCp04Nn4tEp9PpmoJZI/qx4cAhMgud2EwGzEYDwZBGic+Pw2zi/8YNrXTU06lW6vEjkZXmkgIwGlRKveEqbTaDDVUoBGUIo6j4FRHUQqhCxW6o+KUjpWTBTxv58KvfKSgsRUqJoigkJ0Yy85JhDO7Xod6Pra5iY+zExthPvmELI2T4Udc2mooPPviAMWPGlAWaPB4PL7zwAs899xy3334769evZ9CgQTzxxBMkJSU1cm91Ot3pRAa2IAkhRBXFQYQdGToIWi4o+ueTTteUabKeqtE1oXMogP3796OqKq+//nqV1wu1UavwuaqqBAKBCsv9fr+es0mn0522UmKiePbSc5jYqzOqqlLqCxDUNAZ1aMPfppzNsPR2jdKvcI4mgayiepg3ECQxyo6iCDo5OhJnjsUVdFXYTkpJabCUVtZWtLGmVFi/4KdNvPnerxQVu4mOtJEQF0Gkw0JWdjHP/Wshv6/bW+/HpqulI9Xo6vpoIpYvX86QIUdzbS1ZsgRN07juuusA6NmzJwMGDGDr1q2N1UWdTnfaOjq1tzrb6XS6pkvW46MpSU5ORtO0em+3VpGhCRMmcPXVV/Pmm2/SoUP4TvWuXbu45pprOPvss+u1gwBFRUWsWLGCoqIiBg4cWLbPI957771Kg1+dO3dm2LBhACxdurTCSWZMTAyTJ08utywYDLJ48WKys7Pp2bMn3bt3r+ej0el0LVlKTCQPnDuGwlIPea5S7GYTraMbt7LZ6F4dmbd4LU63j6jjptL5gyGkhAkDMoBwxb4JyWcxd99HFPmLcajhUT8BLYgr5MKsmpmUfBbKcZVzvL4AH3/9O5omy40UMhpV4mLs5Ba4mPfFKvr1bFuvd0x0OoBAIFDuPGDZsmX07Nmz3DBwh8OB2+1ujO7pdLrTmGLsicCAxAtUMl1bliIM6aAkNHjfGoIszSe052s4sByCPojtiNJxHKJ1f/18QKdrIiwWC5MnT+aRRx7h0UcfrbcBRLVq5YUXXmDKlCmkpaWRkBD+YMzNzWXYsGG88MIL9dKxI7788ktmzpxJ9+7diY+P57rrruOBBx7gvvvuK9tm8eLF5TKml5SU8Omnn/LXv/61LNj0n//8h2+//ZbRo0eXbdemTZtywaaCggLOPPNMCgoK6NGjBz///DNXX301zz//fL0ek06na/li7FZi7E0jB1BqQjTTRvbmnUWryS0uJcJqQlEU3D4/vkCIXh1aMXFAl7LtB8cNACTzsxZQ4CtC+iWluEmwxHN+yjn0jK4YhF+36QB5hS6iK8l7JIQgwm5h9/489h4ooH1q3Kk8XF01tLRpdD179uS///0vM2fOBGDu3Lmcc8455bbZtm0bGRkZjdA7nU53OhPGHghjD2RgNVIxIIQRODzSSZYAAtU2FSGUaox+al60nE2Elr2B5t2DUFQQKuxfSihzJaLzRNR+sxBCz1Olaz7qa2B3U/hT37p1K+PGjSv7ORAIkJOTw9NPP10W4zkiIyODhQsX1ngftQo2JScn89tvv/Hrr7+yceNGhBB069aNESNG1Ka5Knk8Hq688kpuvfVWHn/8cQDWrl3LwIEDGTduHAMGDADgtddeK/e8119/nS+++IIZM2aUWz5gwADmzJlT5f4eeOABPB4P69evx+FwsHz5coYOHcrEiRNPyYgtnU7XfGQ7XXy9fgsLt+zE5fWRGhPFxB5dOLtbOqZmMH34irH9iIu088lv6zhY4ERKicNi5vzBnZg+tl+5KnUAg+MG0jemD1ucWykuLiY2KpYukZ0wKJUfq6vUh6ZJDFXkpDIaFDxejVK3r96PTaebNWsWzz33HK1bt0ZRFLxeLzfddFPZ+pUrV5KYmEj79u0br5M6ne60JISCKeph/EX3owW3IZGEM5loCGFGtV2KapnY2N2sdzLgIbT0n+APgS2uXFBJ+kuR2+Yj4zoj2o9sxF7qdDXTkqrRJSUl8de//rVa28bExNRqH3W6QhoxYkS5AJPP5+Pll1/mzjvvrEuzZbZt24bT6eTCCy8sW9a7d2/atWvHu+++WxZsOt5bb73FxIkTadOmfNWn/Px8PvzwQ6KioujXr1+5iJ2Ukrlz5/LQQw/hcISrMA0ePJjBgwfz/vvv68Emne40tjM3n/s//46DRU4MqoJBUVh/8BDrD2azeMduZp87HqvJ2NjdPCEhBJMGZnBWv87szSkkGNJIiYvEYTVX+RyTYqRnVHeKKSYqKuqEw93jYhwYVAW/P4jJVPGrxecPYTSoxEaffsm4dadeZGQkq1at4t1338XpdDJt2jTatTuaIy0vL49nn322EXuo0+lOZ0JNwhT7Mpr3J0K+xUjNhTC0w2A5KzzyqQVOJ5P7l0FpLljbIURpuXXCZEeWetC2L0DRg006XaOIjo4uGxF+qtQ42FRUVMTKlSvx+XyMHj26LDDz3nvv8eCDD5Kfn19vwaaUlBSEEGzYsIF+/foBUFhYyMGDB1m/fn2lz1m/fj0rV67kiy++qLBu69atzJ07l8zMTDZu3Mizzz7LDTfcAIQzsBcXF1fI0dSjRw9Wr15dZR99Ph8+39E79U6nEwgHr2ozFPbI81raMNr6pL9GJ6e/RtVTnddJ0yRPfvszB4ucJDhsqMrRO3PeQJBlu/Yzd+VaZg7r3xBdrjNVEaQlx5b9fLLfker+LnXr0oqU5Bj2ZxYQF2svd+KsSYnb7WNAn3YkJ0a2uN/L+vp7a8jXpaVNo4NwVdzbb7+90nUTJ7a8UQM6na55EcKKap2Iaj09Po9k4S4ARBUjojFakIW7kCE/QjVVvo1O18RIoD7SaDeVU6jNmzczY8YMVqxYcUrar1GwadWqVUyaNInc3FwgPPTqhx9+4N577+X777/n+uuv55FHHqm3zh05cbzlllvYsWMH8fHx/Pe//yU+Pr4sqHO8t956i9atW1fI1XDllVfywgsvYDKFP8xeffVV/vSnPzF48GD69OlDcXExEI7wHSs2NrZsXWWefPJJZs+eXWF5cXFxrYNNLle4ClRLvMtRH/TX6OT016h6qvM6bTmUg7O4mI6RdkzHTxEzmLChsXTLds7p0qHi+hagJr9L0y/swzsfL8Pj8WGxmjAYFAKBEB5vgA6pkVw0sccJP0+bq/r6e6vqe+2UqI/avU2tbq9Op9PpmpCTfB9KCUIJP3Q6XaMIhUKntHhKjYJN999/PyNGjOCxxx4D4MEHH+SMM86gXbt2rF+/ni5dupykhZr7xz/+wfjx41m0aBHbtm3jmWee4eWXXyY/P7/Ctn6/n3fffZcbb7wRVS1/0Td8+PByP99000088sgjfPvtt/Tp0werNZzU9v+3d99hUVxfH8C/s53epSgixYLYe0Oxa0RNNIoao9FoYpopJtHEWGKixnRbmm/UNLso9hKDCkgsKLaooEZABVR6L7vn/YMwP9elLLKwyJ6Pzz6PO3Pmzrl3F3a4e+fenBztYZ5ZWVnivrJ88MEHWiO5MjMz4e7uDhsbG1hbV30FqtIOqspuWTFl3EaV4zbSjz7tFBcbh6T8QjjJ5BCKdb/LyIcEKZk5yCYBnjY2NZqvMVTlvdS1ow3MzC2wZVcUrt+8h2K1GnK5FG39GiFoZGd4ujvWRsq1zlA/b/yzyhhjrL4QnFsB1/aC1EXAI9/FERFQnA/BvWv5I58YY0+8Kv10nz17FpcuXYKrqysA4LvvvkOjRo0QGRmJZs2a1UiCAPDUU0/hqaeeAlDyy+n555/H2LFjdeJ27tyJ1NRUvPjii3qVa25uLnZaNW7cGHK5HLdu3dKKuXXrFry9vcstQ6lUQqnUnfNEEITH/sOh9Fj+w6N83EaV4zbST2XtJJPJoEH5w13VRIAgQCGT1tu2rsp7qW1Ld7TxbYQ7SenIys6Hva0FnJ2q3vH+pDHEz1utv394YBJjjLEaIri2h2DjAWSkg1QkdioREZCfDkiVkDQ1jVsKWf2hgWFuozNEGYaSmZmJbdu2VRhjY2ODgQMHVrnsKnU2paamih1NQMmcSgDQtGnTKp9YX0lJSXBxcRGfb9iwAUlJSZg2bZpO7M8//4wBAwbA09NTa7tGo0FiYqKYLwCcPHkSCQkJ6NatGwBAoVBg4MCB2Lx5s1h2cnIy/vrrL6xataomqsYYewK0b+QKlUyGnMIiWCp15xTIKSiETwMHuNnU/w4VfQmCgEauj7dqBWOMMcaefIJUDmmvWRDCvgcy/gFBg5Jb6zSA3BzS9pMhcW1n5CwZqxqikochyqkrEhISMGbMmApj/Pz8cOnSpSqXXeVxi9evX9fZduPGDa3nPj4+VU6kPOvWrcPZs2fRt29fXLt2DWvWrMGqVavg6+urFRcXF4c///wTmzZt0ilDrVZj4MCBCAgIgJ+fH+Lj4/HDDz9g9OjRWivdLVu2DD179sTYsWPRrVs3rFu3Du3atcPkyZMNVh/G2JPFy8ke3b0a469rNyGTSKCS/++buYz8AkgkAsZ2bA2JpH6OamKMMcYYexyCtRsk3d6ANOMyKPEsoC6EYNsEEs8+EKwbVl4AY6zG+fr64sSJExXGPDpFkb6qPCNb06ZNtR7lbTOUDz74AM8//zyuXLkCa2trnDp1SlxB7mGxsbGYMmUKRo4cqbNPLpfj7Nmz6NSpE65evQqlUolt27Zh69atkDy0slSrVq1w/vx5tGjRAteuXcPLL7+Mo0ePQi6v20uaM8Zq1nsD/dG1SSPkFBYiKTMbSZnZSM7KgUQQ8EL3jhjcsuZGdzJWI8hAD2Y0cXFxmDt3Lpo3b45x48aVGRMZGYlnnnkGfn5+8Pf3x2+//aYT8+DBA7zyyito2bIlOnfujG+//VZngRNDxTBmLERqFKtPIq9gGfLyP0B+wTdQqy/we7QWCDIlJF59Iev1LmR9PoS07QTuaGJPLENdPlX1N09xcTGWLFkCX19fODo6YsyYMbh9+7a4/8GDB/joo4/QqlUrODo6okePHti5c6deZUskEtja2lb4sLKyqmLGJao0siksLOyxTlJdI0aMwIgRIyqMGTBgAAYMGFDufpVKhalTp1Z6riZNmogToDPGnnwp+bk4FB+Df9LuQQIB7Z3c0L+RD6wUunOtlcfaTIUvRg/F6bg7OHEjDlkFBXCzscaAFj7wdOTbxdiTR6CSR3XLYMaRlpaGvn37YsqUKfD19UVSUpJOTGRkJHr37o0PP/wQn3zyCWJiYvDKK68gPz8f06dPB1AyzcDQoUOhVCrx888/IzExEVOnTkVWVhbmzZtn0BjGjIUoB/kFn6BYEwlQEQgCAEKRehfk0mFQKt6CIPAk1Yyxyhnqu7aqlvH888/j5MmTWLt2Ldq3b4/w8HCsWbMGH3/8MQBgyZIlcHJywqZNm+Di4oJNmzZh9OjR2L17tzj3tTFU6Tdrr169aioPxhgzuBOJt7Do9BGk5OdC89/l5b64q1h/9QyWdBsCX7sGepcllUjQzdMd3Tzday5hxhjTg42NDa5fvw6JRIJp06YhPT1dJ2bNmjXo2LGjeCHaqlUrxMfHY8GCBXjxxRchkUiwd+9enDlzBrdu3YKHhweAkhFT8+fPx7vvvgszMzODxTBmLAWFq1GsDgMEawgSs5KuJiIAOShS74Sk2BUK+XPGTpMxxsp05MgRbNq0CZGRkeJ808OGDcOwYcPEmK+//lrrmNdffx3btm3Dxo0bK+xssra2Rv/+/WsmcTzGbXSMMVabijUa/H3/X2y6GYXguGjEZ6fqdVx8VjoWnDqMlPxcOJlbwM3CGq4W1nA0s8Cd7EzMidyP9IK8Gs6esTqKb6N7okkkEq1pAMqSnZ0NW1tbrW22trZITEzElStXAABHjx5FixYtxA4iABgyZAiys7MRFRVl0BjGjEGjSUaR+k9AMIMg/K/Ts2T1UEsAUhQWB4Mo33hJMsaeGBoDPvS1Y8cOeHt7ix1N+kpPT4elpWWFMY0bN8by5curVG5V8JhRxliddTktEcsuHkJcdio0IBABKqkMfV2b4S2/frCQ6a4OV2r3rX+QVpAHF3MrrSXlZRIJnMwskJiThcMJsRjk5FFuGYzVVwIRhGrOVVLd41nNGjJkCF555RUcO3YMffr0wYMHD7B69WoAwO3bt+Hn54fbt29rrfgLQHx+584dMdYQMY8qKChAQUGB+DwzMxNAyYiTujaPTmlOdS2vx1Wf6lNZXYrVF0CaXEBwQslKaI8ebwWiFKjVsZBKW9VwtpWrT68NwPWpy+pbXWrtXDDsbXSln32llEollErtqT5u3LgBX19ffPDBB1i3bh3kcjl69eqFZcuWoXHjxmWWv379ely8eBE//PCDAbJ9fNzZxBirk+KzU/Hh2V1Iyc+GrcIcSqkMRITs4gLsv30Z+eoiLGofqNWR9LDwu7cgl0jL3C/9b0TAqeR47mxijNVLU6ZMwb///ovAwECoVCoUFxdj1qxZOHPmjHhhrtFoIJNpXwqWLoqiVqsNGvOopUuXirf4PSwjI6PO/fFDRMjOzgaAcj9zniT1qT6V1aVYXYyCQidAcEBZVSUqBqBCUX4+pNKMGs62cvXptQG4PnVZfarLox02TxJ3d+3pORYsWICFCxdqbVOr1Th06BA8PDwQHR2NrKwszJgxA0OHDkV0dLTOYmZ//fUXZsyYgc8//7zKo6EMjTubGGN10o6483iQn40GKitI/vsQFAQBVnIVpIIEEck3cTk9Ea3s3Mo8vkijqfDDUxCAQk1VBrEyVo8Y4qu5utUfwB4hCAI++eQTLFq0CPfu3YOdnR3Cw8MB/O/i1tHRETdu3NA67sGDBwAAJycng8Y86oMPPsA777wjPs/MzIS7uztsbGxgbW1d9QrXoNLOLxsbmyf+jzKgftWnsrqoNc2Qm58FIA+CYFHG8ekQYAYLs2YQBOO/7+rTawNwfeqy+lSX2szf0CObEhIStD7zHh3VBJSMFDYzM8Py5cshlUrh4uKCr776Cu3bt8eFCxfQsWNHMfbYsWMYPnw45s2bh1mzZhkg0+rhzibGWJ2jIcKRxGtQSmRiR9PDzKRyZBXlIzz5RrmdTa0dnBGXlQYi0vkQ0lDJLXmt7J1rJH/G6jq+jc50CIIAZ+eS33XBwcFo0qQJfH19AQBdunTB2rVrkZmZKV7shoeHQyqVon379gaNeVRZtwqU5lsX//Apzasu5vY46lN9KqqLTOoNmbQ91OoIAAqtVeeICiAI+ZBLR0AisanFjCtWn14bgOtTl9WXutRm/lWdb6micoCSCbor+4KlZ8+e2Llzp1Y9pVIpAO1bCI8fP45hw4Zhzpw5mDt3rgGyrD6eIJwxVucUadQoUBdDVs4EuKW/bHOLC8stY4SnH5RSGdILtSf9JCKk5OfCUqHEEI/mhkuaMcbqkPT0dHzxxRcoKCgAEWHLli1Ys2YNPv/8c3Fy8dGjR8PW1hYffvghiouLce/ePSxduhRjxoyBo6OjQWMYMxaV4l1IJM0ASgHRfRClQ6O5ByADUkknKBUvGjtFxhgr14QJE2BtbY2PPvoIubm5uH//Pj788EO0aNECbdq0AQBERERg2LBhmD17NubNm2fkjP+HO5sYY3WOQiKFk8oS+eriMvdr/uvFdzUv/5vI9k5ueMmvC0CEpJwspBXkITU/F0m52VBKpXivfW+4W9rWRPqM1X28Gt0Tr1evXmjSpAk2b96Mv//+G02aNEGTJk3E/VZWVsjIyICrqyscHBzw/vvv45dffsGYMWPEGGtra+zevRt//vknbG1t0ahRI/j4+GhNKGqoGMaMRSJxhrlqOZSKmZAIzSDABjJpG6gUs2GmXPbfqnSMMVY5MuA/fVlZWeHQoUM4ceIEbG1t4ePjA6lUir1790KhKFks6bPPPkN2djYWL14MlUolPvr3719TTaEXvo2OMVbnCIKAQPfWWH3lGArVxVBItX9VpRfmwlKuRD/XikcmTWrRES3sGiDk38s4d/8uJIKA7i4eeNrLD372znVuElrGag1RyaO6ZTCj2bRpE4qLy+6QB0qG2H/66aeYP38+0tPT0aBBgzLjunTpgqtXr+LevXtQqVRlDuc3VAxjxiIINlDIg6CQBxk7FcbYE8zQczbpq2XLljh69Cg0Go04OvlhwcHBZS7IUVZsbeLOJsZYnTSicWucuHcTZ1PiIZdIYS5TQEOE7KJ8yCUyTG/WE85mVpWW08XZHV2c3SuNY4yxJ0mjRo30ilMoFOV2ND2sNmMYY4wxVnXldR7J5XKdVenqAu5sYozVSeYyBZZ0HIGNN89g3+3LyCjKgwQC/OzcEOTZEX1dmxk7RcaeWMJ/j+qWwRhjjDFmKow1sulJxZ1NjLE6y1KuxPTmPTHRuwuS8zOhkMjgamb9xK+awZjR8W10jDHGGGNVYujV6Oo77mxijNV5ZjI5mlg6GDsN9oTSkAa5xYVQSmWQS/hjjzHGGGOMsZrGV92MMcbqpTx1IfbcPof9dy8gpSALUkGKnk5NMdK9I3ysnI2dnnEZ4qs5U/lajjHGGGMMMMw8BKXlmADubGKMMVbv5BUXYuGFYJxLi4MEgEqqQKGmGPvvnseJ+7H4sPUIdLT3NHaaxmOISQf4LjrGGGOMmRCCYb5rM5VLKOOuhccYY4zVgO0Jp3E27RZsZGZwUFrBQqaEjdwMDZTWyCzOw/IrB1GgLjJ2mowxxhhjjNVL3NnEGGOsXinSFOPg3YuQQQKFVHsAryAIsJNbICk/A38/uG6kDBljjDHG2JOGDPgwBXwbHWOMsXolrTAX6YU5MJMpytwvl0gBAAm5qbWZVp0iEEGo5mpy1T2eMcYYY+xJQv/9M0Q5poA7mxgzMRoiXEt9gJzCQrhYWqKRlY2xU2LMoBQSGQRBgJrKvqueiEBEUPDKdIwxxhhjjNUIvtJmzISExt3Ezxei8G9GKoqJoJRI0cW1EV7t0BVetvbGTo8xg7BVmMPPpiHOpP4LC6kSgqC95EeuuhBKqRydHEx5gnAqeVS3DMYYY4wxE2GIxXxLyzEFPGcTYyZi341rmB/+J66lPoCZXA57lRmkEgGhCf9i5p97cCsjzdgpMmYwzzbuApVEjtTCbHGEExEht7gAOcUF6O7oAy/LBkbO0og0BnowxhhjjJmIkvmWDPHPNPDIJsZMQF5REVafO4lCtQbOFhbiSA9LhRLmcgWScrKx9kIUFvkPMHKmzFSoNRr8fScBf966gXu5OXA2t8RALx90dWsEySMjkR5HRwdPzGwxGD/G/oWUgmwIQslAHIVUhl4NmuHNFoMNUAvGGGOMMcZYWbiziTETEH4nDvdzc+BgZq5zS5FEEGAhl+P47VtIzcuFvZm5kbJkpiKvqAjzjh9BeEIcijUaSAUBahD234hBgIcnFvj3g0pW/Y+nga6t0NnBC8fvXcXd3DSYyRTo6uCN5tauOj8HpkYAQajm92rVPZ4xxuoT0mRAXRgKjfo6ABmk8vaQyLtDEMperIIx9uQx1EpypnIFxZ1NjJmAB7m5AACZpOw7Z5VSGbKLCpHCnU2sFqyOOomjcf/CVqmCmVwubs8tKsKft27Azcoab3TqZpBz2SrMMaJRB4OUVa/wnE2MMWYw6sK/UZizFKRJQemfkeqCYAhSHygsF0EibWTcBBljBkFCycMQ5ZgCnrOJMRNgo1SCUHLrUlkKNWrIJBLYKFW1mxgzOal5udh/IwZmMrlWRxMAmMvlUEpl2B17FRkF+UbKkDHGGNOfpvgGCrMXgTSpECSOkEhdIJG6AIINNMXXUJg9D0QFxk6TMcZqHXc2MWYCejbygJ3SDOll/AFPRMgqLEQXl0ZoYGFphOyYKbl0/x6yCgthpSj7tgJLhQIZBfm48uB+LWdmgqiaD8YYYygu2AWiDAgSJwiCVNwuCAoIEntoim9AXRhhxAwZY4aiARnsYQr4NjrGTICNUoXJrdtjVVQkHuTmwEalgkyQoECtRlp+HuxUKrzQhm81YjVPQ/+twFHO8GEBAohK4spzMykFYVduISs3H/ZW5ujj54WGDjY1km+9ZYjV5Hg1OsYYg7owvKRjqYy5AAVBAYIamqIzgLKfEbJjjBkSz9lUNdzZxJiJmODbBnKJBL9cOof7uTnQEEEukcLXwQlvd+6JVo7Oxk6RmYAWDo6wkMuRU1gI6zJu28wpKoSlQoFm9o46+4rUaqzedwKHzsWgoKhY/KDecPwcxvRog+cDOkIiqfpN8ESEmAsJOHHgApLiU2BtZ4HOfX3R3r855Ar+mGSMMVaRQgDSCiMIfBsdY8z08FU0YyZCEASMbdEaw71b4HTSHeQWFcLZwgptG7gYZKl5xvThYmmFAA9P7Im9BpVMDoX0vwt0oRiFyEe+pgjPeLeFo7nuRPW//hWF3aeuwEwpg5ONBQRBABEhM7cAvx87BztLM4zo4lelfDQaDX77ej/+2n4GRYXFJWVqCCcOXkCL9h54c9k4WNtZGKLqdQqvRscYY4YhkTaHuuhvCNAdYUukASBAIvWu/cQYYwZH//0zRDmmgOdsYszEmMnl6O3eBEO8mqG9syt3NLFa91bn7mjn7Iq0/DzcL0hFntl1FNtfhMQhBm5NEqCwj8O/2be1jsnIyceeM1egkEtgZaYUb1cQBAE2FioAhG0nLqKoWF2lXA5vPYVDm09CJpPCwdkGDs42cHS1hZWNOf45cws/Lw4xVLXrltLV6Kr7YIwxEydTBUIQpCBNttZ2IgIoBYLEGlJFfyNlxxgzJI0BH6aAO5sYY4zVKluVGVYOGoY3uraDm3syzKwyoZRK4KiyhJOZOc6lX8GX137Btcxb4jHnb91FZm4+rMyUZZZpZaZEUnoWYhMf6J1HcZEah7ecggABFtZmWvNtKJRyWFipcD7yOhKuJz92XRljjNVvEnlvSJVPA8iHRp0M0mSCNOkgTTIAFeTmb0Mi5akKGGOmhzubGGOM1TozuRwZsn9hoSJ4WTeAp40THM0sYSk3h6PCBplFOfg9bi80VPLdT2GxGhqg3JF4UokERITCKoxsSkpIwf3ENFhY6c4dBQBmFkoU5hfhWnRcletX5/HIJsYYMwhBkEBu/ibkFvMhlXcEIAUEFaTKoVBafw2ZcqCxU2SMGUh1F/I1tUV9ec4mxhhjtS6lIB3nM2JgJlVCImh/7yEIAqxkFridm4SYrDi0sPaEh5MdVHIZ8gqLYa6U65SXW1AIlUIOd0f9V6XTqDUln/YV3UoqABpNPbwkMERnEXc2McYYgJIOJ5myP2TK/iBSAxAgCPydPmP1DQklD0OUYwr4tyBjjLFad78gDUWaIiglijL3KyQyFJMa9wvSAAA+rg5o2agBMnMLoNZo3+lerNYgt7AYvXybwMFK/8m8XdwdYONgibzs/DL3F+QVQi6XwcvXTe8yGWOMmTZBkHJHE2OMgTubGGOMGYGZVAWJIIGayr7tTQMNBAgwk5bM0SQIAmYO74WGDtZ4kJmLtOw8ZOcVICUrFylZuWjq4oBpA7tWKQeFSo6+T3dEcbEa+XmFWvvUxWpkZeTBp7U7vFs1erxK1mU8BpwxxhhjrEoIBI0BHqayGh3fRscYY6zWuZs7o6GZM+Jy7kIhkWtNzg0A2cW5sFFYws/GR9zm4WSHr6YMx65Tl3H4fCzyCorgZG2Bwe2bY0SXlrC1MKtyHsOe74W4mEScCb2K7MxcyOUyFBepQURw92mAl+Y/rZNbfSBQyaO6ZTDGGGOMmQ5DfdtmGhdR3NnEGGOs1kkECUY2DMD317cgvSgL1nILSAUpNKRBdnEuNER4ytVfHNlUytnWEtMHdcWLA7qgoLgYSpkMEsnjdwYplDK8vngsTof+g7A90UiKT4GljRm6D26DXk+1gZWt/rflMcYYY4wxxkpwZxNjjDGj6GTvhxc8R2JrwiGkF2ZBEErmnLaQmWGoay8MdulR7rESiQAzhe5E4Y9DJpei+6DW6D6otUHKeyIYcYLwI0eOIDIyEk5OTggKCoKtrW318mCMMcYYqwWa/x6GKMcUPBGdTadPn8bhw4eRnp6Obt264ZlnntG6rWHz5s0ICwvTOsbNzQ0ffvih1rbExET8/vvvSE5ORuvWrTFhwgTI5fIqxzDGGDMMf6cO6GTvh+i0q0gtzIClzBzt7XxhLecRRTVKQyWP6pZRBfn5+Xj22WcRHR2NCRMmIC0tDX369EFoaCjs7e2rlwtjjDHGWA0rnXPJEOWYgjo/QfiyZcsQEBCA+/fvw8bGBh988AHGjRunFRMaGoqIiAi0aNFCfHh6emrFxMTEoHXr1ggNDYWVlRUWL16MQYMGQa1WVymGMcaYYZlJleju2BbD3HqjT4NO3NFUT82fPx9RUVE4e/YsPv/8c3z11VfYv38/f6HDGGOMMVYP1emRTenp6Zg7dy5++OEHTJs2DQAwffp0NGnSBPv27cNTTz0lxnp7e+P1118vt6zZs2ejVatW2Lt3LwRBwIsvvghvb2/88ccfmDRpkt4xjDHGWP1Qe9+qFRUV4YcffsD777+PBg0aiNvd3NxqLQfGGGOMMVZ76vTIplu3bkGtVqNDhw7itgYNGqBhw4YIDg7Wir1+/Tref/99LF68GMePH9faV1RUhP3792PChAni7XeNGjVCQEAAQkJC9I5hjDHG6oXSOZuq+wCQmZmp9SgoKNA53dWrV5GVlYWePXti48aN+Pjjj/HLL78gOzu7tmvOGGOMMfZYSm+jM8TDFNTpkU0+Pj5QqVQ4dOiQ2OEUGxuLuLg4xMTEiHGCIMDZ2Rm2tra4c+cOhgwZgsmTJ+P7778HAMTHx6OgoEDn1jovLy9EREToHVOWgoICrQvrzMxMAAARgR5j8tTS4x7nWFPBbVQ5biP9cDtVjtuocoZqoye1jd3d3bWeL1iwAAsXLtTalpGRAQCYNWsWPDw80KpVK3z//ff44IMPEBkZCQ8Pj9pKlzHGGGOM1YI63dlkaWmJ1atX47XXXsPx48fh6OiI8PBwtG7dGnl5eWLchx9+qHWxO3bsWAQEBGDUqFEYOHCgGGtlZaVVvrW1NXJzcwFAr5iyLF26FB9//LHO9oyMjMfubCr9pvfhSdDZ/3AbVY7bSD/cTpXjNqqcodqo9MuKWkGo/l10/x2fkJAAa2trcbNSqdQJtbS0BAC0adMG69evB1DSKdW2bVt8+umnWLNmTTWTMT1ZWVn4/fffsW3bNrRs2RIrV67Uibl+/TpWrVqFq1evQqVSoWfPnnjllVfE1wMAbty4gW+//RYxMTGwt7fHtGnT0L9/f3H/pk2bsGrVqjJzCAkJgYODA1JTUzFixAid/Z9++ikCAgKqX1nGGGOsDuDV6KqmTnc2AcDUqVMxcOBAnDhxAnl5efjss8/w0ksvaU3a/ei3qn369IG7uzvCw8MxcOBA8aIqPT1dKy4tLU28QNYnpiwffPAB3nnnHfF5ZmYm3N3dYWNjU+Fx5SntoLKxseE/7MrBbVQ5biP9cDtVjtuocoZqo1ptXwOuRmdtbV3p513Tpk0hk8nQpUsXcZtMJkPHjh1x/fr16uVhgjIyMuDr64vhw4dDIpHg4sWLOjEJCQno0qUL+vfvj7feegvp6elYsGABDh06hMOHDwMALl++jC5dumD8+PF4++23ERMTg9GjR2Pt2rUYNWoUAMDf3x+NGjXSKvu9995DRkYGHBwcAACFhYWIiIjAr7/+qjVC3NfXt6aagDHGGGN1XJ3vbAJKOpOCgoIAlFzQnDhxQquDpyyFhYUoLi4GADRu3BiWlpa4cuUKhgwZIsZcuXIFLVu21DumLEqlssxvcQVBeOw/HEqP5T/sysdtVDluI/1wO1WuLrVRScdOEQRBYexUtBiijepC+9YUCwsLDB8+HEePHsWrr74KoOQ29MjISAwdOtTI2T15LCwscO3aNVhZWWHatGlldtiFhoYiIyMDf/zxBxSKkp8XmUyGMWPGIDMzE9bW1li5ciWaNm2K//u//wMADBkyBDk5OXj33XfFzqaGDRuiYcOGYrkpKSk4e/YsPvvsM51ztm/fHq1ataqJKjPGGGPsCVOnJwgHgFOnTomdRkDJkGwA4up0xcXFOHLkiNYxv/76K5KTkzF48GAAgEQiwZgxY7B+/Xrxdrno6GicOHFC7MTSJ4YxxphxqItvIyfza6TdH4y0e/2R/uBZ5OX8DtKUf5szq4jGQA/9ffPNNzh16hT69u2LmTNnokOHDlAoFFiwYIFhqmRCZDKZzm3/j2rbti0A4PTp0+K2v//+G82aNROPvX//vlZHElCyOMq///6L2NjYMsv99ddfIQhCmav0vv322xg0aBBeffXVMkdbMcYYY08yniC8aur8yKbY2FhMnToVXbp0wbVr13D9+nXs2LEDLi4uAEq+Cf7qq6/wwQcfwM/PD/Hx8YiMjMTSpUvRu3dvsZzPPvsMAQEB6NixI9q1a4cDBw7ghRdewPDhw6sUwxhjrHYVF11BVvpbUKuT/xvRJIe6+F/kZH2FwoKjsLL9BhJJxX94s0c8tJpctcqoAg8PD1y6dAm7d+/GvXv3MGjQIAwZMgQyWZ2/FHkitW3bFnv37sXo0aPh6uqKjIwMODs746+//hJH0fn7+2PevHm4cuUKfH19kZeXh19++QVAyYrATZs21Sm39Ba70lvoSnXp0gXPPfccHB0dERISgg4dOiAkJARPPfVUmfkZeoGVmlTfFkqoT/WpT3UBuD51XX2qT32rS20xVEcRdzbVEc899xx69OiB48ePY+TIkejfv7/WxJZSqRT79u3DhQsXcO7cOdjZ2eH333+Hq6urVjkNGjTAuXPncPDgQSQnJ2PmzJno1q1blWMYY4zVHiINsjMWQa1OhkTiDEEoHZBrDaICFBWeQV7OOlhYzTRqnkw/lpaWGD9+vLHTMAlJSUl488034e/vjylTpiA9PR2LFi3CvHnzsHbtWgDA66+/jvPnz6NDhw5o0aIF7t69izFjxuDIkSMoKirSKfPkyZO4dOkSVqxYobXd0dERERERYsdhYGAg8vPzMWvWrHI7mwy9wEpNqm8LJdSn+tSnugBcn7quPtWnPtWlVhdYYVVS5zubAMDT01NrwsmytGnTBm3atKkwRqlUlrlaSlVjGGOM1Y7iwjNQF8dCIrF7qKOphCAoIQgKFOTthrnFNAgScyNl+QQyxHIqprKUyhNqxYoVyM/Px6ZNmyCVSgEAPj4+6Nq1K1555RV07twZMpkM69atw5dffolbt26hUaNGiI2NxerVq+Hm5qZT5s8//wwfHx+dFebKGp02aNAg/PHHH8jLy4OZmZnOfkMvsFKT6ttCCfWpPvWpLgDXp66rT/WpT3WpzfwNsZhvaTmm4InobGKMMWaaitU3QVBDIqjK3C8IFiDKgFp9BzKJ7i0/rBxGuI2O1a6UlBS4uLiIHU0AxFXlUlJStGIdHBzE2+K++eYbODs760z0nZOTg02bNmHu3Ll6XdgnJydDLpdDLpeXub8mFlipSXVpoQRDqE/1qU91Abg+dV19qk99qUvtdjaV/DNEOaagzk8QzhhjzHQJkAEgEJUzjIY0ACR1bnU6xoytV69eOHfuHE6cOCFu++6772Bubo727dsDKBlNtHHjRnF/REQEVq1ahYULF+qMVtq6dSvy8vLwwgsv6JwrODgYly9fFp9fu3YN33zzDUaPHs1zcjHGGGMmiq8AGGOM1VlyRVcIgjmIsiEIurfWaCgLMnkLSKTuRsjuSWaIgeCm8a1cXTVmzBgkJibi+vXryMvLQ69evQAA4eHhAICJEyfi7Nmz6N+/P5o1a4aMjAzk5+fjt99+g7OzMwDAzMwMBw8exOzZs2FjY4O4uDgsXLgQM2bM0Dnfzz//jBEjRojHPszDwwNTpkzBvXv3YGVlhdjYWIwfPx7ffvttzTUAY4wxVst4gvCq4c4mxhhjdZZU5g6laiDy80JAGikgmEMQBBBpQJQOQZDCzHyiznxOrDIGuI3ORC6U6qrZs2cjPz+/3P2CIOCbb77BokWLcPPmTZiZmcHT01Prtja5XI7169cjMTERiYmJ8PX1LXN+JaBkxd7y5s/s2LEjTp06hdu3byMlJQVeXl6wsuIVIhljjNUvBIAMcNeeqVxBcWcTY4yxOs3CajaIclFYcAyk+d+KI4JgAXPLl6BQDTVidowZR6dOnfSKs7KyQtu2bSuMcXV11VnF91E9e/as9FyNGjUS54VijDHGmGnjzibGGGN1miAxh6XN5yguuoDCgqMgyoFU4gKFajCksobGTu/JpKGSR3XLYIwxxhgzEQTDLMZrKldQ3NnEGGOszhMEAXJFW8gVFY/QYHri1egYY4wxxqqEV6OrGp7kgjHGGGOMMcYYY4wZDI9sYowxxv6j1mhw6moC/jwbi8SUDFhbqNCnjTf6tPGCuUph7PQMiFejY4wxxqqL8i5Dk7kXlH8VgqCAYNkDgvVQCDInY6fGagCPbKoa7mxijDHGABQVq/HV1mM4ev4G1BoNZFIJitUanI29g70n/8HCSYPhaGNh7DQNg+dsYowxxqpFk/oHNCn/B2jyAUEGggaUdx5ID4bUdTEEMz9jp8gMTFPyKhukHFPAt9ExxhhjALYdv4C/zl2HmVKOBraWsLcyRwNbS9haqHA1/j6+3X7c2CkyxhhjrA7Q5PwNTcoaAATInAGZIyBrUPIoSoY6cT5Ik2PsNBkzKu5sYowxZvIKioqx9+QVSKUCzJVyrX1ymRRWZgpE37iLm3dTjJShYRGRQR6MMcaYKaL0nYCmAJDaAYLwvx2CpKTjqTgRlHXMaPmxmkEG/GcKuLOJMcaYybt9Px2pWbmwKGdeJjOlHAVFxfgnPrmWM6shpavRVffBGGOMmRgiDSgvGpCYlR0gyADSgPIv1mperOZpDPgwBdzZxBhjzOQJECoPAiAI+sUxxhhjzNTxNQMzbdzZxBhjzOQ1crKBg7U5cvIKy9yfW1AEpVwG38YNajmzGsIjmxhjjLHHIggSCOYdAE1e2QFUDEACQdWqVvNiNa90gnBDPEwBdzYxxhgzeQq5DIHdWkJNhNx87Q6nomI1svMK0aFpQ3i5OhgpQwPTaAzzYIwxxkyQxOZpQKIEitO0v3whNVD8AJC7QbAKMFZ6rIaQYLiHKZAZOwHGGGOsLhjl3xrxyWn4K/o6svMLIZVIoNZoIEBASw9nvDWqt7FTZIwxxlgdIFh0gcRxBjQPfgKKkwFBCtB/X8LIXSF1WwRBYm7cJBkzMu5sYowxxgDIpVLMGhOAgHY+OHIuFncfZMLGQoXebbzQq7UnzBTyygthjDHGmEmQ2I2DYNYOmsz9QP4VQFBCsOwBwWoQBFk9GQnNtBjqFjhTuY2OO5sYY4yx/0gkAjo3d0fn5u7GTqVGkYZA1bwNjjSmcaHEGGOMlUdQtYBU1cLYabBaQv/9M0Q5poDnbGKMMcYYY4wxxhhjBsMjmxhjjDFTY4jV5Hg1OsYYY4yZEDUIEgOMSlKbyMgm7mxijDHGTA3996huGYwxxhhjJsIQl0+l5ZgCvo2OMcYYY4wxxhhjjBkMj2xijDHGTA1p/rdEc3XKYIwxxhgzEQTDrCRnKiObuLOJMcYYMzElq9FV71KHV6NjjDHGmCnRCBpohOp/2WaIMp4EfBsdY4wxxhhjjDHGGDMYHtnEGGOMmRwDrEZnMoPAGWOMMcZKVpETeDU6vXFnE2OMMWZiiAhUzc6m6h7PGGOMMfYk0fz3MEQ5poBvo2OMMcYYY4wxxhhjBsMjmwys9JvezMzMxz4+MzMTgiBAEARDplZvcBtVjttIP9xOleM2qpyh2qj0c6M2RgwVFudXezW5QnWhgbJhrPrXTzWpvv0erE/1qU91Abg+dV19qk99qkttXj8VaXKhURvgNjpNngGyqfu4s8nAsrKyAADu7u5GzoQxxtiTKCsrCzY2NjVStkKhgIuLC3678L1BynNxcYFCoTBIWcy08fUTY4yx6qiN66eTUbMMVqYpXEMJxJMuGJRGo8Hdu3dhZWX1WL3EmZmZcHd3R0JCAqytrWsgwycft1HluI30w+1UOW6jyhmqjYgIWVlZcHNzg0RSc3e55+fno7DQMKOSFAoFVCqVQcpipq261081qb79HqxP9alPdQG4PnVdfapPfarLk3j9BJjGNRSPbDIwiUSCRo0aVbsca2vrJ/4Hv6ZxG1WO20g/3E6V4zaqnCHaqKa+kXuYSqWq9xc37MljqOunmlTffg/Wp/rUp7oAXJ+6rj7Vp77Uha+f6iaeIJwxxhhjjDHGGGOMGQx3NjHGGGOMMcYYY4wxg+HOpjpGqVRiwYIFUCqVxk6lzuI2qhy3kX64nSrHbVQ5biPG6rf69jNen+pTn+oCcH3quvpUn/pUF1Z38QThjDHGGGOMMcYYY8xgeGQTY4wxxhhjjDHGGDMY7mxijDHGGGOMMcYYYwbDnU2MMcYYY4wxxhhjzGBkxk7AVKnVasTExEAQBHh6epY7OVtMTAyys7Ph5+dnkhO43b59Gw8ePICnpydsbGzKjElJScGVK1fQvHlzODk51XKGxpeRkYEbN27A1dUVrq6uZcYkJSUhKSkJXl5esLa2ruUMja+wsBBXr16FhYUFmjRpAqlU+lgx9RkR4caNG8jPz4eXlxfMzc3LjS39mWvcuDEaN25ci1kaX3JyMu7evYvGjRvDwcFBZ19sbKzOMT179oQgCLWVImOsDBqNBnFxcUhLS0OLFi10fsf9+++/uHPnjtY2MzMzdOzYUaes27dvIykpCT4+PrC1tS3zfPrEVEdBQQGuX78OAPD19YVE8r/vj3NycnDu3Lkyj2vWrBkaNGgAADh37hxycnK09ru6usLb21vnuCtXriA/Px+tWrWCXC6vdv5JSUm4fv06WrduXe71XWkbNm3atE7EVOTatWu4f/8+evXqVW5MZW2Yl5eHmJgY2Nvbw93dXWd/bb1eGo0GUVFRUKlUaN26dZkxBQUFuHz5MiwsLNC8eXOtfUVFRTh58qTOMb6+vjqfmxWVU5WYiuTk5CA6Ohru7u7lXrOkpaXh+vXraNiwIdzc3LT2/fPPP0hNTdU55uHfDw8ePMDVq1d1Yrp16waZTPvP7YrOpY/ExETcuHGjwp8dfWISEhKQnJyMZs2alfu3gaFimAkjVutWrVpFDRs2pFatWpGXlxc5ODjQunXrtGISExOpS5cuZGtrS15eXmRvb0979uwxTsJGcOzYMerQoQM1adKE2rRpQyqVil555RUqLi4WY65evUqTJk0iV1dXAkC//fabETOuffHx8fTss8+So6MjdejQgaysrKhPnz6UmJgoxhw9epS6du1Kzs7O1LZtWzIzM6M33niD1Gq1ETOvPYWFhTRnzhxydHSkdu3akaurKzVp0oSOHDlSpZj6bsOGDeTl5UUtWrSg5s2bk5WVFS1btqzM2OLiYvL39yeJREILFiyo3USNKCoqivz9/alhw4bUrl07UqlUNG7cOMrLyxNj1qxZQ0qlknr27Kn1KCgoMGLmjLGoqChq2bIlubq6UuvWrcnGxoZ+/fVXrZg333yT7OzstH52g4KCtGIKCgooKCiIzMzMyNfXl1QqFX3xxRdVjqmuX3/9lezt7alFixbk6elJ3t7eFB0dLe6PjY3V+T3UvHlzAkB79+4V4/z8/MjT01Mr7tFcb926RW3atCFHR0dq0qQJOTs7U2ho6GPnHhUVRc8++yw1aNCAANDhw4d1YvLz8+nZZ5/VasNvvvnGaDEV2bZtG/Xo0YPs7OwIABUVFenEVNaGKSkp9NJLL5GtrS21bduWHB0dqWPHjnTlyhWtcmr69SosLKSlS5eSl5cX2djYUJ8+fcqM27dvHzk4OJCXlxfZ2dlRx44d6e7du+L+xMREAkDt27fXyvXRPCorR9+Y8ty9e5feeOMNcnV1JaVSWe41y+LFi0mpVFLLli1JpVLR888/r/U6vv/++zo/TyqVirp37y7GbNy4kWQymU5cenp6lc5VkdOnT9Po0aPJycmJAJT5uuoTk5eXR6NGjSIzMzNq0aIFmZmZ0YoVK2okhjHubDKCL7/8klJTU8Xny5cvJ4lEQrdv3xa3BQYGUteuXSk3N5eIiD755BOytLSk5OTkWs/XGH777TetD9mLFy+SQqHQ6pTbsWMHrVu3jnJzc02ysyksLIz2798vPs/IyKBWrVrRc889J277v//7Pzp16pT4/MKFC2RpaUnLly+v1VyNJSMjg5YvXy52CKjVapoxYwY5OjqSRqPRO6a+W7VqldbF2/bt2wkAnT59Wid23rx5NHbsWPLw8DCpzqbt27dTVFSU+PzWrVtkZ2dHS5cuFbetWbOGPDw8jJAdY6w8arWaPDw86LnnnhP/qDty5AjJ5XK6dOmSGPfmm2/SsGHDKixr4cKF5OLiQvHx8URU8oewIAh07NixKsVUx6VLl0gmk9GaNWvEbR999BF5enpW2LH96quvkqurq9Yftn5+fpV2rPTq1Yv69+9PhYWFREQ0a9YscnBwoIyMjMfK/9dff6XNmzdTfHx8uZ1NH330Ebm5uYnXxbt37yYAFBERYZSYiixatIjCwsJo48aN5XY2VdaGFy5coB9//FF8/fLy8mjYsGHUunVrrXJq+vVKT0+n2bNn040bN+jFF18ss7Pp/v37ZGVlRYsWLRJz7datGw0dOlSMKe1sunjxYrnn0qccfWIqEhERQcuXL6e0tDTy9vYu85rlwIEDJJVKxU6ZGzdukL29fblfuBERJSQkkEQioR9//FHctnHjRnJwcKgwn8c518PWrVtHW7ZsoZs3b5bbkaRPzJw5c6hRo0bidd+OHTsIAP39998Gj2GMO5vqgAsXLhAAOnPmDBERJSUlkSAItG3bNjEmNzeXLCwsaOXKlcZK0+gaNmxIn376aZn7TLGzqSyTJk2igICACmOGDBlCY8aMqaWM6p4NGzaQRCIRO3IfN6Y+S01NJQC0c+dOre2hoaHk4eFBaWlpJtfZVJYOHTrQ66+/Lj5fs2YNubu708WLF+ny5cs8oomxOiAmJoYA0PHjx7W2t2zZkt5++23x+ZtvvkkDBw6kqKgoio2N1RpJXapx48Y0Z84crW2dOnWiyZMnVymmOr777jtSqVRaX4bcvXtXZ9TSw/Ly8sjW1pY+/PBDre1+fn40f/58OnXqVJmjRUrb7s8//xS3PXjwgGQyWbWvuUo7JMrqbHJzc6OPPvpIa1u7du3oxRdfNEqMPsrrbHrcNty2bRsB0Ookqs3Xq7zOpu+++47Mzc0pJydHK1dBEMScSl/bvXv3UlRUlM7oHn3L0SdGX+V1No0dO1bnuvn111+n5s2bl1vWJ598QhYWFpSZmSlu27hxI9nb29Ply5fp4sWLlJ+fb5BzlSUhIaHcjiR9YpydnWnhwoVa21q1akUvv/yywWMY4wnCjeTOnTsIDw9HcHAwXn75ZTz77LPo0KEDAOD8+fMgIq15AszMzODn51fuPfj1UW5uLsLDw3Hw4EFMnz4d5ubmmDJlirHTqnNOnTqF0NBQfPnll9i3bx8+/PDDcmMLCgpw8eJF+Pj41GKGxhcbG4uwsDD89ttvmD9/PubOnQszM7Mqx9RnDx48QHh4OHbv3o3nnnsOvXv3xpAhQ7T2T5o0CevXr6+R+UeeBMXFxQgPD8fhw4fx3nvvITk5Ga+//rpWzO3bt/Hss89i2LBhcHBwwIoVK4yULWMMAOzt7QFAaz6mwsJC3L9/H1FRUVqxf/31FyZPnoxevXrB3d0dISEh4r7U1FTEx8frzOHUpUsX8dpMnxhD1KegoAAPHjwQt5XW7dH6lNq+fTsyMjLw4osv6uz76quvMH36dDRr1gxdu3bVmnemNOeH6+Pg4AAvL68aux69d+8e7t69W2Eb1mZMdT1uG54+fRpOTk46c+AY+/U6d+4cfH19teY869KlC4gI0dHRWrFTp07FpEmT4OTkhMmTJyM7O7tK5VTlXNWpT1mvf0xMDHJzc3XiiQjr1q3DuHHjYGVlpbUvNTUVI0eOxMiRI2Fvb49ly5ZV61w14e7du0hOTq7wPW+oGMYAniDcaMLCwrBy5UrcuXMHgiBg4cKF4gSypZPQPTqJnoODQ5kT1NVXycnJmDNnDtLT0xEXF4f58+eXOwG2KVu8eDHu3LmDq1evYvTo0ejSpUu5sbNmzUJeXh5ee+21WszQ+LZu3Yrdu3fj5s2b8PDwwLPPPvtYMfXZ+fPnsWDBAiQnJyMjIwMrV67UWpRgypQpmDBhAgICAoyXpJHl5ORgzpw5yMrKwvXr1/HWW29pTczavHlzXL58Gb6+vgCADRs2YOLEifD09MTw4cONlTZjJs3BwQETJ07ErFmzkJ+fD2dnZ/z0008oKirSuqbq168f5syZAxcXF2g0GixYsABBQUHiH7z6XJvVxvVbYGAgvL298cwzz+D9999Hfn4+Fi9eDAsLi3LP8fPPP6N///7w8vLS2v7ee+9h3LhxUCqVyMjIwJgxYzBq1ChER0dDoVAgNTUVUqlUZ4LhmrweNVQ715XX63Ha8OTJk/j222/xxRdfaG2vC69Xampqme1Vug8AlEoltmzZgjFjxgAomTy9X79+mDVrFn788Ue9y9EnpqbqQ0RIS0vTWUggNDQUN2/exIYNG7S2e3p6Ijo6Gm3btgUAhISEYNSoUWjcuDHGjx//WOeqCU/Szw6rH3hkk5GMGzcOERERuHXrFubOnYunnnoKFy5cAABx1Yj8/HytY/Ly8qBQKGo9V2Px9PREeHg4Ll26hBMnTmDJkiX4+uuvjZ1WnRMSEoIzZ84gISEBMTExGDduXJlxixcvxrp16xAcHIyGDRvWcpbG9eGHHyIyMhJ3796Fv78/AgICkJaWVuWY+qx///4IDw9HbGws1q5di+eeew4HDhwAAPz66684ffo0Bg0ahPDwcISHh6OgoADx8fGIjIw0cua1x8bGBuHh4Th//jwuXbqEX375BR988IG439/fX+xoAoAJEyagd+/e2LRpkzHSZYz9Z926dZg7dy52796N5cuXY8iQIXj66ae1Rq+OGDECLi4uAACJRIKPP/4Y1tbW2LlzJwD9rs1q4/rNwsICkZGR6N27N3744Qds2rQJK1asgL29fZmjcW/evImjR49i+vTpOvsmT54sfqlgY2ODzz//HFeuXMH58+fF+qjVahQVFdVYfR5lqHauK69XVdvw8uXLCAwMxAsvvIA33nhDa19deL3kcnmZ7QVAPIednZ3Y0QSUfBHz9ttvY/PmzVUqR5+Y6qrqOX7++We0bt0aXbt21dretWtXsaMJAEaOHImhQ4dqff7XRn0q8yT97LD6gTub6oBp06bB2toahw4dAgB4eHgAgM4SvHfu3DG5ZcZLtW7dGkOGDMH+/fuNnUqdZWdnh2nTpuHw4cMoLi7W2vfZZ59h8eLF2L17N/r06WOkDI1PKpXinXfeQVpaWpnL8uobU98FBgbC19dX7GwCAB8fH8yfPx9z5szBnDlzkJaWhj///BMLFiwwYqbG4+npiTFjxlT6O8nZ2VnndzljrHbJZDK8+uqr2L59Ow4cOICXX34ZUVFRaNWqVbnHSCQSODk5iT+/bm5ukMvlFV6b6RNjCI6OjliyZAn27duH4OBg+Pr6IiEhocz6rF27Fg4ODnj66acrLdfZ2VnMF/jf9ejdu3e14u7evVtj16MNGzaEVCqtsA1rM6a6qtKG//zzD/r164dnnnkG33//faVlG+P18vDwKLO9AFR4DmdnZ2RkZIi30ulTzuOeqyrKO4e5ubnOqJ309HQEBweX2XFblkc//6tyrpri7u4OiURS4XveUDGMAdzZVOvy8vKg0Wi0tt27dw+ZmZniL5p27drB0dERu3btEmOuXLmC2NhYDBw4sFbzNZacnByt50SEGzdu1Nov4yfBo20EANevX4etrS1ksv/dIfv5559j0aJF2L17N/r161ebKRpdeW0E/G/orz4x9VlRUZHOt6C5ublITEwU6z9p0iRxRFPpw8XFBVOnThU7yeu78t4nD79HHo3Jzc3FiRMnKvyDljFW80pHD5QKDw/HxYsXMWnSJHHboz+/t27dQmxsrPjzK5fL0adPH61rs/z8fBw8eFC8NtMnpibq8/3338POzk7ndl21Wo3169dj8uTJOqMNcnNzQURa20p/n/v5+QEAunfvDgsLC636REZG4t69ezV2PapSqeDv7691zry8PBw+fFg8Z23GVJe+bXjlyhX069cPI0aMwI8//ihOrVGqrrxeAwcOxI0bN/DPP/+I20JCQmBvby/OPVvW5+WhQ4fg4eEBS0tLvcvRJ8YQ9Tlw4IDWdVBISAj69+8PiUT7z+Tff/8dADBx4kSdch6tc0FBAY4fP671+V+Vc9UUc3Nz9OjRQ+s9kpOTgz///FN8jxgqhjEA4NXoatn58+epW7du9OOPP9Lhw4dp3bp11Lp1a2rZsiVlZ2eLcT/++CMplUr69ttvaevWreTn50f9+vUzYua1q1OnTrR06VLat28fbd++nUaPHk0WFhbiin1EJUu0hoWFUVhYGAGgefPmUVhYGMXGxhox89rz8ssv08yZM2n79u20b98+mjNnDsnlcq0VC1evXk0A6OOPPxbbKiwsjC5cuGDEzGvPpk2baNiwYbR+/Xo6fPgwrVixgho2bEiBgYFViqnPkpOTqW3btrRy5Uo6dOgQ/fHHH9SzZ09q2LAhJSYmlnucqa1GN3DgQFqwYAHt2bOHQkJCaOrUqSSXy+nQoUNizODBg+mjjz6i3bt306ZNm6hbt27k4uJCcXFxRsycMbZo0SJ699136cCBA7R69WpycnKit956SyumRYsW9MUXX9D+/fvp559/Jh8fH2rXrp3WSliRkZGkUCho1qxZFBISQkOHDqXGjRtTWlpalWKq6+mnn6bly5fT4cOHafbs2aRUKmnHjh06cXv27CEAdOXKFZ19J06coJ49e9KaNWvo4MGDtHjxYrK0tKRXXnlFK27ZsmVkYWFB33//PW3atIm8vb3pmWeeeezc7927R2FhYRQSEkIA6JtvvqGwsDCt35Ph4eEkl8vpvffeo5CQEBo0aBA1adJEa2W22oypSGxsLIWFhdHChQsJAB09epTCwsK0VmCrrA1v3bpFLi4u1KVLFzp+/LjW9Vrpqri19XqdPn2awsLCKDAwkNq1ayfm8bBBgwZRy5YtaevWrbR8+XJSKpX03XffifuXLFlCEydOpI0bN9KePXto+vTpJJPJaPPmzVUqR9+Y8uTn54v5N2zYkKZMmaJzDXz//n1yc3OjkSNH0q5du+j1118nlUpFUVFROuW1a9eOJk6cWOa5nn76aZozZw7t2rWLtmzZQn369CEHBweKiYl5rHOVJTk5mcLCwig4OJgA0IoVK3R+dvSJOXr0KMnlcpozZw6FhITQgAEDyNvbm7Kysgwew5hA9Eg3Oatx//zzD3744QdcvXoVDg4O6NWrF6ZOnapzr31wcDB+++03ZGdnw9/fH7NmzYKFhYWRsq5daWlpWLVqFU6ePAm5XA4/Pz+88sorWnMNnTlzBm+99ZbOscOHD8fs2bNrMVvjUKvV+OWXX3DgwAFkZ2fD09MTL7zwAjp37izGzJ49GxERETrHtmnTBt99911tpms0x44dw2+//Ya4uDi4ubnhqaeewpgxY7S+RdInpj6Li4vDqlWrcPHiRVhbW6Nz58546aWXdCYZfdiYMWMwdOhQTJ06tRYzNZ6cnBx8//33CAsLAxGhefPmmDFjhtYE4aUxx48fh0wmQ/v27TFz5swK25ExVvPUajVWr16N/fv3w9raGuPGjcMzzzyjFXPv3j2sXLkSUVFRsLGxQc+ePfHSSy/pjAg6efIkVq5cicTERPj5+WH27Nk68yDqE1MdqampWLp0KaKjo+Hp6YlXX30V7dq104n79NNPcfPmTaxdu7bMcs6dO4c1a9bg+vXraNSoEUaNGoXAwECduD/++AObN29GQUEB+vXrh7feektrAYmqOHToEBYtWqSzffLkyVq3J0VGRmLVqlVISkpCq1atMGfOHJ1FYmozpjzLli3D7t27dbZ/++236NSpk/i8ojYMCwvTmv/vYRs2bBBvS6qN12vMmDFITEzU2R4eHi7+Pzc3F19//TWOHz8Oc3NzPPfcc1pzNAElKyDu2LEDKSkpaNq0KWbMmIGWLVtqxehTjj4x5UlKSipzsZf27dtj5cqV4vP4+HgsW7YMV69eRcOGDfHmm2/qrLKWkJCA8ePH44svvkD37t11yszPz8ePP/6Io0ePAii5zp45c6bOCHl9zlWe/fv3Y/HixTrbp06dKl6L6RMDABEREVi9ejWSk5PRunVrcXGEhxkqhpk27mxijDHGGGOMMcYYYwZjGl/bM8YYY4wxxhhjjLFawZ1NjDHGGGOMMcYYY8xguLOJMcYYY4wxxhhjjBkMdzYxxhhjjDHGGGOMMYPhzibGGGOMMcYYY4wxZjDc2cQYY4wxxhhjjDHGDIY7mxhjjDHGGGOMMcaYwciMnQBjpYqKirB9+3YMHjwYdnZ2xk6HsSfOoUOHkJqaCgAYOXIkzMzMcPToUdjb26NNmzZGy2vXrl3Izc0FAAQFBUEQBKPlwhhjrG45ePAgmjRpgubNmxs7FYOqr/V60u3YsQMFBQWQSCQYO3YsAGDv3r1o0aIFvL29DXquI0eO4P79+wCAwMBAWFpaGrR8xuo6gYjI2Ekw07JlyxZoNBqtbRYWFvD394ednR1Onz6NTp06PVbZhYWFCA4OxpAhQ2Bra2u0Mpg2btPa0alTJxQVFcHX1xffffcd7O3tMWDAAHTq1AmfffaZ0fJ67bXXcOXKFYSGhqKoqAgyGX/PwRhjtS0nJwe7d+8GAAiCAFtbW/j6+qJx48ZVLuvAgQPw8vJCs2bNqn1cu3btMHHiRLz77rtVzqMuexLr9biv65PE0dERzZo1g6enJ/744w8AgI+PD959913MmDFDJ/706dPIyMjAgAEDxG0ajQZbt26Fp6cnunTpIm5PT0/HgQMHMHDgQDg4OGDhwoWIiorCnj17EBsbCx8fn5qvIGN1CN9Gx2rdhAkT8PXXX2Pnzp3i49ChQ1AoFAgKCoK9vf1jl52ZmYnx48fj1q1bRi2DaeM2rT3jx4/Hpk2bqvVzZGirV6/G/PnzjZ0GY4yZtPv372P8+PH46aefsGPHDnzxxRdo2rQp3nrrrSqX9e6772Lfvn0GOW7IkCFo0aJFlcuq657Eej3u6/qkmTlzptjRVJnw8HCMGTNG64vyc+fOYdy4cXj99de1Yvfu3YuJEyeKX6otXLgQK1euNFzijD1h+OtlZhQvvfQSpk2bprWtqKgITz/9tHgLXV5eHkJCQjBs2DDEx8fj2rVraN++PTw9PVFcXIy///4b6enpaNu2Ldzd3QGUDI0FSoYuX716FY6OjlrfRDysqmVs3boVarUaUqkUjRs3Rvv27aFQKHTKjY2NxT///AMvLy/4+flhy5YtGDBgABwdHcWYrKwsREZGQqPRoF27dnBxcamwvcrLVZ/yHm7HpKQkXL16FR4eHjq3VVVWv4pej8qOreh1SUpKwqlTp6BUKtGjRw9YWVnpdc6H6VPHysqKi4tDdHQ0HBwc0KFDB5ibm2udIyUlBVFRUZDJZOjUqROsra0r3Xfp0iUkJyejf//+Ymx8fDyioqLwzDPPACh5v8TGxmLgwIH4+++/kZiYiGeeeQZyuRxEhKioKNy+fRteXl7VuhUuLS0N586dg1qtRu/evaFUKsV9Z86cwfXr1wEADg4OaNu2LRo0aKB1fOnteI0aNcLff/8NMzMz9O3bFwCQkJCAs2fPwt3dHW3atMG+ffvQtm1beHh4PHa+jDHGasb8+fMREBAAAAgJCcHTTz+N0aNHw9/fX4zJycnBiRMnkJubi06dOqFhw4bivr/++gsZGRk4d+4cNm3aBAAYO3YswsLCkJiYCEEQ4OzsjHbt2mmNZi7vuL59+6JJkyZiXOktTTY2Njh37hxUKhW6desGuVyuVY8HDx7gxIkTaNCgAdq1a4eIiAi4urqiZcuWFda/uLgYJ0+eREpKCpo3b17mbW4pKSmIiIgot+zg4GB06dIFjRo1Eo/5888/4ebmJsaUVy9LS0tER0dDpVKhV69ekEqlOjFWVlaIjo6GQqGAv78/pFIp7ty5g6ioKDg7O6Nr165Vrldl7Vre6yORSMosp6J6ABW/hy5fvoykpCTx+qh0RFCXLl3g5eUFoKRDJycnB7169apS/czNzXH69Oly20kfRUVF2LlzJ7y9vdG3b1+88847OHfuHDp27AgACA0NRd++fREeHo7MzEzxui80NBQdOnSAjY3NY52XsXqHGKtlUqmU1qxZo7M9LS2NANDp06eJiCghIYEA0LBhw6hZs2b07LPP0tGjR+nOnTvk4+NDfn5+NGLECPL29qZ58+YREdEzzzxDAGjw4MEUFBREH330UZk5PE4Zzz//PAUFBdHo0aOpWbNm1KJFC7p165ZWuUuWLCGFQkH9+/enNm3a0NChQwkAhYWFiTE7duwge3t78vf3pyFDhpCNjQ0tX7683PaqKFd9yittx6FDh5K3tzcNHjyYzM3N6bXXXtM6T2X1K+/10OfY8tr0u+++IzMzMwoICKAOHTqQnZ0d/fnnn3qd82H61LG8sjQaDc2cOZPs7e3pqaeeoi5dupC7uzudOnVKq42trKwoICCABg0aRN7e3mKeFe1bsGAB9ezZUyvXjRs3koODg/h85cqV5OzsTJ07dyZ/f38KCgqinJwcSkpKoq5du5K3tzcNHz6cPDw8qH///pSVlVXue6Vjx460dOlSrW39+/en7t27U6NGjWjw4MHUpEkTatasGd25c0eM+b//+z8KCgqioKAgCggIIAsLC1q3bp1OOT169KAmTZrQsGHD6OOPPyYiol9++YUUCgX5+/tTt27dqHv37mRnZ0e//fab1vGhoaEEgIqKisrNnzHGWM35999/CQCFhoaK2woKCggArVy5UtwWGRlJTk5O1KZNG+rXrx+ZmZnRsmXLxP0ff/wx2djYUPv27cXPjsLCQlq6dCkFBQXR2LFjqVu3bmRnZ0f79++v9Li2bdvSF198IcZ5e3tT//79ycvLiwIDA8nd3Z06dOhAeXl5Yszhw4fJ0tKSOnbsSAEBAdSyZUvy8vKiTz75pMI2uHr1KjVr1oxatWpFw4cPJ2dnZ5owYQKp1Wox5ujRo2RtbU0dOnQot2wbGxvaunWrVtldu3bViimrXv369SM3NzcaOnQoubi4ULdu3SgzM1MrpkePHuTh4UGBgYHk5OREXbt2pa+//po8PT0pMDCQ7O3tafLkyVWuV2XtWt7r8yh96lHZe2jbtm3k4OBAGo2GiIh+//13AkBvv/22GDNgwAD68MMPq1w/Dw8PGjlyJH333Xc6uRMROTg40MaNG3Xq9P333xMRUU5ODg0ZMoS6detGKSkppNFoyMHBgb788ksxftiwYbRixQpq164d7dmzR6uc999/X6vs0p+72NjYMvNhrD7jziZW66RSKb300ku0ceNG8XHt2rVyO5tGjRpFxcXF4vGffvopde3aVfyA0mg0tHPnTiIiun//PgGgc+fOVZhDdctQq9UUFBREEydOFLfFxsaSVCqlHTt2iNteeOEFrc6muLg4srCwoCNHjogxZ8+eJZVKRZcuXapyrvqUV9qOffv2pYKCAiIiOnPmDEmlUq0LzsrqV97roc+xZbXpzZs3SaFQ0O+//y5ue+utt6hx48bihY++59SnjuWV9dNPP5G3tzc9ePBA3Pbpp59SixYtxOedOnWiJUuWiM9TUlLETq+K9unb2QRAp3PnqaeeoqlTp4oXUvn5+dSzZ0+aPXt2ue1QXmeTQqEQ3w95eXnUrVs3mjRpUrnl7N27lywtLSk9PV2rHGtra4qLixO3paWlkY2NDX3zzTfitgULFhAA7mxijLE6pqzOpn/++YcA0ObNm4mIqKioiFq0aEHTp08XY3bu3EkSiYQuXLggbvPz89P63V+W1atXk7u7u3j9Ut5xZXXKtGzZkjIyMoiIKCMjgxwcHGjt2rVijt7e3vTmm2+Kx6xbt44AVNjZpNFoqFWrVrRgwQJxW3p6ulZHQ3FxMTVr1kyr7DVr1uiU/bidTU5OTuKXPSkpKeTp6Unz58/XivHz8xO/WIqJiSFBEKhDhw6Uk5NDRETnzp0jAHTt2jW966VPuxLp97pWVg993kP3798nQRDo/PnzREQ0bdo06tSpE7Vv356IiAoLC8nCwoIOHTpUpfp5enpSampqhflX1NmUmppK3bt3p0GDBlF2dra4f9SoUTRs2DAiKnmPWFtb04ULF+jNN9+kWbNmERFRfHw8AaADBw5olc2dTcyU8ZxNzCjOnTunNWfTjRs3yo197bXXtIbmmpmZISUlBbdv3wZQMsnlyJEjq3T+xy3jypUr2LNnD7Zs2QJHR0ecOnVK3Ldjxw54enri6aefFrc9Oinkpk2bYGtri9TUVGzduhVbtmxBbGwsHB0dcfz48SrnWpXy3nzzTfHWto4dO6J///7YvHmz3vUr9ejrUZVjHxYcHAwXFxc899xz4raPPvoI8fHxOHHihF7nfJQ+dXy0rHXr1qFNmzYIDQ0V29DS0hJXr15FYmIigJLXICYmBvn5+QAAe3t79OnTp9J9+rK2tsbkyZPF5/fu3cO+ffvQtGlTBAcHY+vWrQgJCYGnpydCQ0OrVDYAPPXUU/Dz8wMAqFQqzJw5E1u3bgU9tD5ESkoK/vrrL2zZsgUZGRnIy8vDP//8o1XOyJEjtSaSPXz4MIqKivDqq6+K22bNmsWrzTHGWB32119/YdOmTVi9ejVGjRqFrl27itcV58+fx9WrV/HBBx+I8SNHjkTLli2xdevWSsu+e/cuDh8+LH72JiQkICkpqco5Pvfcc+KtSdbW1mjfvj2uXbsGoOQa8saNG3jvvffE+EmTJunc/v2o06dP49KlS3B3d8e2bduwdetWHDx4ED4+PuJn67lz5xATE6NV9tSpU+Hk5FTlOpRXLzc3NwAl1wvTp0/Hli1bdGJKVy1r2rQpHBwcMHHiRPH2/nbt2onXHvrW6+Gyy2tXQ9VDn/eQo6Mj/Pz8xPyOHj2KefPm4dKlS0hLS8OpU6dQWFiIHj16VKl+EydOfOwVre/evYvevXvD3d0du3fvhoWFhbivb9++CAsLg1qtRlRUFORyOVq1aoU+ffqIOYSGhkIul4u3/THGeM4mZiRlzdmUnp5eZqyrq6vW85dffhlnz55F8+bN4evri4EDB+L111/Xum/+YeHh4WJHDQCMGzeuymUUFBRg5MiROHXqFDp37gxbW1vcuXMH9+7dE2MSEhK07s0HoPP81q1bKC4uxrZt27S29+zZs9yLpIpyrUp5j+bi6emJuLg4vetX6tHXoyrHPiwuLk68L7+Ug4MDbGxsxLzKO2d5KqpjeWXdunULhYWFOm0YFBSEwsJCAMDKlSsxffp0ODk5oUePHhgxYgSmTZsGpVJZ4T59ubi4aHXQlE6kHhkZiejoaK3Yx5l/oKx2ycvLw/3799GgQQN8//33eP/999GqVSu4ublBLpdDEASd1/DRtktISICbm5vW/FxWVlZwcHCoco6MMcZqR3h4OGJiYhAfH4/4+Hjs2rVL/MyKi4uDRCLRmXPP29tb5/P0UXPnzsW3336LTp06wcnJSZxQ+d69e3p/jpd6dJELpVIpfqmTkJAAuVyuNQeQRCLR+jIkJiYGZ8+eFZ/369cPt27dgiAIOHz4sFbZtra24hcy8fHxlZZdHfpcpzzaWaJUKnW2KRQKsT30qVepitrVUPXQ9z0UEBCA0NBQjBkzBrdv38agQYPQtm1bHDt2DJcvX0bnzp1hYWFRpfpV9X32sC+//BKWlpY4ceKEzpysffv2RWZmJqKiohAaGoo+ffpAEAT07t0b58+fR1paGkJDQ9GlSxetTirGTB13NrE679FREhYWFvj999+Rm5uLiIgIrF69Gh07dhQnOH7UyZMncfr0afH5uHHjqlzGH3/8gUuXLiEuLk6cwPqHH37AnDlzxBh7e3udDrO0tDSt59bW1rC2thYnXtRHRblWpbxHc0lLSxMnLdenfqUefT2qcuzDHB0dkZqaqrWtqKgIWVlZWpOpl3XO8lRUx/LKsra2Rr9+/fD555+XW27btm1x6tQpJCYm4siRI/j4448RERGBDRs2VLhPIpForV4CoMyLurJyAoDZs2ejR48elVe8EmW1i1QqhZ2dHQoKCvDmm29i8+bN4qTleXl52LJli9bIp7LyLOs9r9FokJGRUe2cGWOM1YyHJwhftmwZnnnmGVy8eBEeHh5wdHQUf48/3MGRmpoKb2/vcsu8efMmlixZgrNnz6J9+/YAgKtXr2LHjh06nyXVZW9vj6KiImRnZ4sjgADtz7obN25g586d4vM2bdrA2toaRISvv/5aHJXzKAcHh0rLBqD35/uj9LlOqSp96mVoFdVD3/dQQEAApk+fjiNHjqBbt25QqVQICAjA0aNHcfnyZfE9WpX6VWdk9YIFCxAcHIwRI0Zg7969WgvF+Pn5oUGDBggNDUVoaCiGDRsGoOT94uvri+PHjyM0NBSTJk167PMzVh/xbXTsiXPnzh0AgLm5OQYOHIiVK1fi3r17+Pfff8ULg4c/8GfNmoVNmzaJj8cpIykpCW5ublorpW3fvl0rr549eyI6OlrrW5uQkBCtmCFDhiA2NhZHjhzR2p6dnY3MzMwq17cq5T180ZWVlYXDhw+jZ8+eetevPPocW1ab9urVC5cuXRKHgQMlt9bJ5XJ06tRJr3M/qqI6lmfIkCH4448/kJWVpbW9tN0f/r+rqysmTpyImTNn4u+//650X8OGDfHvv/9CrVaLZelzG1zz5s3RpEkT/PDDDzr7Hs5LXwcPHtRq++DgYHTu3BlyuRwpKSkoKirSWtVl+/btev1x0L17d6Smpmrd9rh//34UFRVVOUfGGGO177333oOnpydmz54N4H+dMsHBwWJMQkICTp48qXV7kKWlpc51kiAIaNasmbjt0RHDZR33ONq2bQsLCwvs2rVL3Hb58mXcvHlTfD506FCta7+WLVuKK94++tlKROJt823btoWlpaXW9UR0dLRW2UDJ5/vDX1AmJibqdTvarl27tD5fg4ODK71OqYw+9dKXvq9PRfXQ9z3Up08fpKenY8WKFWLHUkBAAA4dOoTIyEhxmyHrVxEbGxscOnQIOTk5CAwMRG5urtb+gIAAHD58GBEREWJupfVYu3Yt4uLixFV6GWMleGQTe+KsWbMGx44dw7Bhw2Bvb48NGzagVatW8PX1hVwuh5+fHz7//HOMHj0azs7OGDBgQLXLGDZsGBYsWICZM2eiTZs2CAkJwZkzZ7TKHDhwIPr06YNBgwbhjTfewP3797F27VoA//umJSAgAK+++ipGjhyJN954Az4+PoiJiUFwcDD27dsnjmipSq76lrdhwwZoNBq0bNkSP//8M1xdXTFlyhQA0Kt+5dHnWJVKVebr8vTTT2PQoEF45513kJmZiWXLlmHu3LmPPQy6ojqWZ/78+Thy5Ag6d+6M6dOnw9zcHCdPnsTNmzfFea9GjRoFPz8/dO3aFXl5efj6668xfvz4SveNGDECs2bNwoQJEzB48GBERETgwIEDldZDEASsXbsWw4cPR0ZGBoYNG4a0tDTs27cPQ4cOrXTU2KOKi4vRv39/TJo0CdHR0Vi/fr04HN3NzQ2dO3fGlClT8NJLL+HmzZtYs2aNXnNkNW/eHFOmTMHo0aPx3nvvobi4GKtWrYJKpeJ5mxhj7AkgkUjw2WefYdiwYXj33XfRqVMnfPLJJ3jjjTcQHx8PJycnrFy5Ev7+/uLoVwDo1KkT/vjjD7i6ukKpVCIwMBCNGzfGs88+izFjxiA6OhobNmzQOd+jx40dO7bKOdvZ2WHOnDmYMWMG/v33X1hZWWHFihWwtrau8LPH2toaP/zwA1544QXExcXB398fSUlJ2LFjh/hZbWtri7lz52LGjBm4desWrKyssHz5cp2l7CdNmoQlS5ZAoVBAqVTi//7v/3RuvSpLQkICAgMDMXLkSBw5cgR///231uj7x6FPvfRV1usjkeiOTaioHra2tnq9h0rnbTpz5gy++uorAIC/vz9iYmIgkUjEkd2GrF9lSjucBg4ciMDAQOzZs0cc4dSvXz/MmDEDDg4OaNWqlXhMnz59MHbsWKhUKnTv3t1guTBWH/DIJlbrgoKCyhyKrVAoEBQUJN5Pbm5ujqCgIJ0OmIULF2LhwoVISkpCZGQkhg8fjvDwcMjlcgAl37Y0bdoU+/fvx7Fjx8rMoapltG3bFhERESAiREREYPDgwdi5cydGjx6tVe6uXbswffp0REVFQSaTid+6PTzqZ/Xq1QgODhZvi3NyckJERASaNm36WLnqW96ePXvg7u6OU6dOITAwEOHh4eKFkT71K+/1qErbPPq6bN68GfPnz0d0dDRu376NDRs2YN68eZWeszwV1bG8suzt7XHq1CnMmjULV65cweXLlzFgwAD89ddfYkx4eDh69+6Ns2fP4saNG1i+fDmWLl1a6T4nJyecPn0ajRs3xqlTp9CrVy9s374do0aNEstu1qyZOBz7YX379sU///yDTp06ISIiAunp6ViyZEmlHU0XLlzApk2bkJeXJ5azYsUKzJo1C5cvX4YgCAgPD9f6Vu7gwYMIDAzE8ePHoVarER4ejokTJ2rNYda3b1+0bdtW53w//PADFi5ciAsXLiArKwuHDh2CRCLRes/v2rVLqz0ZY4zVPgsLCwQFBenM6Th06FC888474qjcmTNnIiQkBPfv30dUVBTefvtt7N27V+uYJUuWYOLEiQgNDcXOnTuhVCoRERGB9u3b4+jRo7C3t0dERASCgoK0bqV69Di1Wo0hQ4agRYsWYkxgYCB8fHy0zte7d2906NBBfP7RRx/hp59+wvXr13Hnzh1s3LgRrq6uWp89ZZkwYQKio6PRqFEjhIWFoaioCOvXr9fqsJgzZw7Wrl2Lmzdv4u7du9i8ebNW5wJQMiJs5cqVuHbtGhITE/Hbb79h5syZWnMIPVovAFi0aBHGjBmDc+fOwdXVFadOnaq07iNHjoSnp6fWttGjR8Pd3b1K9dKnXct6fcpSWT30eQ8BwOuvv47x48eL81FaW1vjrbfewjvvvKM199Hj1q88kZGRWhOzP3ysra0tDh8+DC8vL/z+++9izODBgxEUFKSzEEpAQIC4XaVSaZ3nyJEj2L17t145MVYfCWToG6kZM2Gpqalaky+uX79eHOX06AdQbbl9+zbc3d1x5coVnYue+sIU6qiPuXPniis7fvfddzoTgdaER9/zR48eRb9+/RAXFydeCL/22mtISUkBAHEuK8YYY+xxPfrZc/36dfj6+uLo0aPVvi2tLL169cKQIUPw0UcfPXYZPj4+ePfddzFjxgwDZlb7nvR6vPTSS8jMzIRUKsUff/xRo+dauHAhrl69CgBYvnw5nJ2da/R8jNU1fBsdYwa0cOFCFBcXo2PHjoiJicGqVaswf/58o3U0MdOyePHiWj/nmjVrcOnSJfTu3Rt3797F8uXLMWPGDK1vXFevXl3reTHGGKu/Dh48iE2bNmHo0KHIzMzEypUrMWjQoBrpaGL1y08//VRr51q4cGGtnYuxuog7mxgzoK+++gq//PILTp48CTs7O+zdu1frdiVjqOqtaE8iU6hjXfX+++9j8+bNOHbsGMzMzLBu3TqMHDnS2Gkxxhirx8aPHw8bGxscOHAARIQlS5bgueeeq7HzDRgwQOsWucdRldu86rL6Ug/GWM3j2+gYY4wxxhhjjDHGmMHwxBmMMcYYY4wxxhhjzGC4s4kxxhhjjDHGGGOMGQx3NjHGGGOMMcYYY4wxg+HOJsYYY4wxxhhjjDFmMNzZxBhjjDHGGGOMMcYMhjubGGOMMcYYY4wxxpjBcGcTY4wxxhhjjDHGGDMY7mxijDHGGGOMMcYYYwbDnU2MMcYYY4wxxhhjzGD+H8ZA1yn+ZwlVAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -2583,45 +6369,45 @@ " \n", " \n", " mean\n", - " 10135.686607\n", - " 19082.723082\n", - " 0.000262\n", + " 10135.770412\n", + " 19082.731931\n", + " 0.000061\n", " \n", " \n", " std\n", - " 343.615741\n", - " 41.090473\n", - " 0.000346\n", + " 343.638436\n", + " 41.083399\n", + " 0.000339\n", " \n", " \n", " min\n", - " 9400.423308\n", - " 18966.672662\n", - " -0.000277\n", + " 9400.472872\n", + " 18966.694449\n", + " -0.000145\n", " \n", " \n", " 25%\n", - " 9896.120764\n", - " 19053.065290\n", - " -0.000074\n", + " 9896.129241\n", + " 19053.127536\n", + " -0.000034\n", " \n", " \n", " 50%\n", - " 10113.873856\n", - " 19083.751428\n", - " 0.000285\n", + " 10113.848904\n", + " 19083.760938\n", + " 0.000046\n", " \n", " \n", " 75%\n", - " 10340.207942\n", - " 19115.800699\n", - " 0.000480\n", + " 10340.308418\n", + " 19115.830717\n", + " 0.000090\n", " \n", " \n", " max\n", - " 11157.975648\n", - " 19160.709740\n", - " 0.001336\n", + " 11158.086187\n", + " 19160.710428\n", + " 0.003330\n", " \n", " \n", "\n", @@ -2630,16 +6416,16 @@ "text/plain": [ " total_power_kw oil_export_m3_day mass_balance_percent\n", "count 100.000000 100.000000 100.000000\n", - "mean 10135.686607 19082.723082 0.000262\n", - "std 343.615741 41.090473 0.000346\n", - "min 9400.423308 18966.672662 -0.000277\n", - "25% 9896.120764 19053.065290 -0.000074\n", - "50% 10113.873856 19083.751428 0.000285\n", - "75% 10340.207942 19115.800699 0.000480\n", - "max 11157.975648 19160.709740 0.001336" + "mean 10135.770412 19082.731931 0.000061\n", + "std 343.638436 41.083399 0.000339\n", + "min 9400.472872 18966.694449 -0.000145\n", + "25% 9896.129241 19053.127536 -0.000034\n", + "50% 10113.848904 19083.760938 0.000046\n", + "75% 10340.308418 19115.830717 0.000090\n", + "max 11158.086187 19160.710428 0.003330" ] }, - "execution_count": 21, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -2718,8 +6504,17 @@ " calculation_thread.interrupt()\n", " calculation_thread.join()\n", " raise TimeoutError(\"A Latin-hypercube process case timed out.\")\n", + " metrics = extract_process_metrics(process)\n", + " if abs(metrics[\"mass_balance_percent\"]) >= 1.0e-2:\n", + " converged = process.runUntilConverged(50)\n", + " metrics = extract_process_metrics(process)\n", + " if not converged or abs(metrics[\"mass_balance_percent\"]) >= 1.0e-2:\n", + " raise RuntimeError(\n", + " \"Latin-hypercube case did not reach the 0.01% mass-closure gate: \"\n", + " f\"{metrics['mass_balance_percent']:.8f}%\"\n", + " )\n", " row = {name: parameters[name] for name in variable_names}\n", - " row.update(extract_process_metrics(process))\n", + " row.update(metrics)\n", " case_rows.append(row)\n", " return pd.DataFrame(case_rows)\n", "\n", @@ -2731,7 +6526,10 @@ "\n", "assert len(scenario_df) == 100\n", "assert np.isfinite(scenario_df.select_dtypes(include=[np.number])).all().all()\n", - "assert scenario_df[\"mass_balance_percent\"].abs().max() < 1.0e-2\n", + "max_scenario_mass_balance_percent = scenario_df[\"mass_balance_percent\"].abs().max()\n", + "assert max_scenario_mass_balance_percent < 1.0e-2, (\n", + " f\"Worst Latin-hypercube mass imbalance was {max_scenario_mass_balance_percent:.8f}%\"\n", + ")\n", "\n", "figure, axes = plt.subplots(1, 2, figsize=(12.0, 4.8))\n", "power_scatter = axes[0].scatter(\n", @@ -2786,7 +6584,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 26, "id": "f7c46549", "metadata": {}, "outputs": [ @@ -2835,17 +6633,17 @@ " Base\n", " 31.5\n", " 8.000\n", - " 10431.428\n", - " 19130.518\n", + " 10431.534\n", + " 19130.542\n", " 9.579\n", " \n", " \n", " 1\n", " Direct SLSQP\n", " 35.0\n", - " 9.158\n", - " 9909.852\n", - " 19133.180\n", + " 9.157\n", + " 9909.949\n", + " 19133.216\n", " 9.594\n", " \n", " \n", @@ -2854,13 +6652,13 @@ ], "text/plain": [ " Case Psep1 [barg] ... Oil [m3/day] RVP [psia]\n", - "0 Base 31.5 ... 19130.518 9.579\n", - "1 Direct SLSQP 35.0 ... 19133.180 9.594\n", + "0 Base 31.5 ... 19130.542 9.579\n", + "1 Direct SLSQP 35.0 ... 19133.216 9.594\n", "\n", "[2 rows x 6 columns]" ] }, - "execution_count": 22, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -2962,13 +6760,13 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 27, "id": "2e2167cb", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -3012,31 +6810,31 @@ " \n", " 1\n", " Held-out MAE\n", - " 102.372\n", + " 102.480\n", " kW\n", " \n", " \n", " 2\n", " Candidate predicted power\n", - " 9610.111\n", + " 9593.612\n", " kW\n", " \n", " \n", " 3\n", " Candidate NeqSim power\n", - " 9298.135\n", + " 9297.714\n", " kW\n", " \n", " \n", " 4\n", " Candidate prediction error\n", - " 3.355\n", + " 3.182\n", " %\n", " \n", " \n", " 5\n", " Candidate RVP\n", - " 10.774\n", + " 10.411\n", " psia\n", " \n", " \n", @@ -3046,14 +6844,14 @@ "text/plain": [ " Metric Value Unit\n", "0 Held-out R2 0.794 -\n", - "1 Held-out MAE 102.372 kW\n", - "2 Candidate predicted power 9610.111 kW\n", - "3 Candidate NeqSim power 9298.135 kW\n", - "4 Candidate prediction error 3.355 %\n", - "5 Candidate RVP 10.774 psia" + "1 Held-out MAE 102.480 kW\n", + "2 Candidate predicted power 9593.612 kW\n", + "3 Candidate NeqSim power 9297.714 kW\n", + "4 Candidate prediction error 3.182 %\n", + "5 Candidate RVP 10.411 psia" ] }, - "execution_count": 23, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -3193,72 +6991,15 @@ "justify concurrency. Each process owns its streams and thermodynamic systems; no mutable object is\n", "shared. The first example preserves direct `runAsThread()` use. The second uses NeqSim's managed\n", "`NeqSimThreadPool`, which centralizes pool size, queueing, shutdown behavior, and returned futures.\n", - "Timing from a shared notebook runtime is illustrative rather than a formal benchmark. Concurrent results are checked within 1e-6 kW; this is below one microwatt and covers only floating-point scheduling noise." + "Timing from a shared notebook runtime is illustrative rather than a formal benchmark. After timing, every model is qualified sequentially with `runUntilConverged` before concurrent results are checked within 1e-6 kW; this is below one microwatt and covers only floating-point scheduling noise." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "id": "748fe3ec", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Runtime propertyValue
0Logical CPUs visible to Python9
1Managed NeqSim pool size9
2Default NeqSim pool size9
\n", - "
" - ], - "text/plain": [ - " Runtime property Value\n", - "0 Logical CPUs visible to Python 9\n", - "1 Managed NeqSim pool size 9\n", - "2 Default NeqSim pool size 9" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "available_cpus = os.cpu_count() or 1\n", "parallel_power_tolerance_kw = 1.0e-6\n", @@ -3277,18 +7018,33 @@ " ],\n", " }\n", ")\n", - "parallel_runtime\n" + "parallel_runtime\n", + "\n", + "\n", + "\n", + "def qualify_parallel_models(models):\n", + " qualified_metrics = []\n", + " for model in models:\n", + " converged = model.runUntilConverged(50)\n", + " metrics = extract_process_metrics(model)\n", + " if not converged or abs(metrics[\"mass_balance_percent\"]) >= 1.0e-2:\n", + " raise RuntimeError(\n", + " \"Parallel case did not reach the 0.01% mass-closure gate: \"\n", + " f\"{metrics['mass_balance_percent']:.8f}%\"\n", + " )\n", + " qualified_metrics.append(metrics)\n", + " return qualified_metrics\n" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 29, "id": "238aaa29", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -3327,8 +7083,8 @@ " \n", " 0\n", " 20\n", - " 3.3179\n", - " 3.1915\n", + " 4.6992\n", + " 2.5789\n", " 0.0\n", " \n", " \n", @@ -3337,10 +7093,10 @@ ], "text/plain": [ " Cases Wall time [s] Mean completion duration [s] Power spread [kW]\n", - "0 20 3.3179 3.1915 0.0" + "0 20 4.6992 2.5789 0.0" ] }, - "execution_count": 25, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -3380,7 +7136,7 @@ "process_models, direct_thread_durations, direct_thread_wall_seconds = run_many_parallel(\n", " number_of_process_simulations\n", ")\n", - "direct_thread_metrics = [extract_process_metrics(process) for process in process_models]\n", + "direct_thread_metrics = qualify_parallel_models(process_models)\n", "direct_power_values = np.asarray([metrics[\"total_power_kw\"] for metrics in direct_thread_metrics])\n", "\n", "assert len(process_models) == number_of_process_simulations\n", @@ -3418,7 +7174,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 30, "id": "65fd32bc", "metadata": {}, "outputs": [ @@ -3452,10 +7208,10 @@ " \n", " \n", " 0\n", - " 10431.428486\n", - " 19130.517773\n", - " 2.900716\n", - " 0.000408\n", + " 10431.534102\n", + " 19130.542443\n", + " 2.900748\n", + " 0.000076\n", " \n", " \n", "\n", @@ -3463,10 +7219,10 @@ ], "text/plain": [ " total_power_kw oil_export_m3_day gas_export_msm3_day mass_balance_percent\n", - "0 10431.428486 19130.517773 2.900716 0.000408" + "0 10431.534102 19130.542443 2.900748 0.000076" ] }, - "execution_count": 26, + "execution_count": 30, "metadata": {}, "output_type": "execute_result" } @@ -3497,7 +7253,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 31, "id": "a23bc26b", "metadata": {}, "outputs": [ @@ -3530,7 +7286,7 @@ " \n", " 0\n", " Original size\n", - " 9\n", + " 8\n", " \n", " \n", " 1\n", @@ -3548,12 +7304,12 @@ ], "text/plain": [ " Setting Value\n", - "0 Original size 9\n", + "0 Original size 8\n", "1 Example size 8\n", "2 Maximum queue capacity 0" ] }, - "execution_count": 27, + "execution_count": 31, "metadata": {}, "output_type": "execute_result" } @@ -3578,7 +7334,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 32, "id": "b60de9f5", "metadata": {}, "outputs": [ @@ -3599,13 +7355,13 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 33, "id": "98e8fac7", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -3645,14 +7401,14 @@ " 0\n", " Direct runAsThread\n", " 20\n", - " 3.3179\n", + " 4.6992\n", " 0.0\n", " \n", " \n", " 1\n", " Managed NeqSimThreadPool\n", " 20\n", - " 3.5181\n", + " 5.0650\n", " 0.0\n", " \n", " \n", @@ -3661,11 +7417,11 @@ ], "text/plain": [ " Execution method Cases Wall time [s] Power spread [kW]\n", - "0 Direct runAsThread 20 3.3179 0.0\n", - "1 Managed NeqSimThreadPool 20 3.5181 0.0" + "0 Direct runAsThread 20 4.6992 0.0\n", + "1 Managed NeqSimThreadPool 20 5.0650 0.0" ] }, - "execution_count": 29, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -3685,8 +7441,9 @@ " future.get()\n", "\n", "managed_wall_seconds = time.perf_counter() - managed_start\n", + "managed_metrics = qualify_parallel_models(managed_models)\n", "managed_power_values = np.asarray(\n", - " [extract_process_metrics(process)[\"total_power_kw\"] for process in managed_models]\n", + " [metrics[\"total_power_kw\"] for metrics in managed_metrics]\n", ")\n", "managed_pool.setPoolSize(original_pool_size)\n", "\n", @@ -3739,7 +7496,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 34, "id": "0397483f", "metadata": {}, "outputs": [ @@ -3775,26 +7532,26 @@ " \n", " 0\n", " Base\n", - " 10431.4285\n", - " 19130.5178\n", - " 9.5792\n", - " 0.0004\n", + " 10431.5341\n", + " 19130.5424\n", + " 9.5793\n", + " 0.0001\n", " \n", " \n", " 1\n", " Direct SLSQP\n", - " 9909.8522\n", - " 19133.1796\n", - " 9.5942\n", - " 0.0004\n", + " 9909.9486\n", + " 19133.2158\n", + " 9.5943\n", + " 0.0000\n", " \n", " \n", " 2\n", " Surrogate candidate\n", - " 9298.1349\n", - " 19126.2442\n", - " 10.7738\n", - " -0.0000\n", + " 9297.7136\n", + " 19133.2418\n", + " 10.4109\n", + " -0.0001\n", " \n", " \n", "\n", @@ -3802,12 +7559,12 @@ ], "text/plain": [ " Case Power [kW] Oil [m3/day] RVP [psia] Mass residual [%]\n", - "0 Base 10431.4285 19130.5178 9.5792 0.0004\n", - "1 Direct SLSQP 9909.8522 19133.1796 9.5942 0.0004\n", - "2 Surrogate candidate 9298.1349 19126.2442 10.7738 -0.0000" + "0 Base 10431.5341 19130.5424 9.5793 0.0001\n", + "1 Direct SLSQP 9909.9486 19133.2158 9.5943 0.0000\n", + "2 Surrogate candidate 9297.7136 19133.2418 10.4109 -0.0001" ] }, - "execution_count": 30, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } From 60f39aaaf9db7bb46b154a4e37c3af018c3f80ee Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 00:24:11 +0200 Subject: [PATCH 2/7] docs(notebook): refresh PFD and P&ID review evidence --- notebooks/process/comparesimulations2.ipynb | 2480 ++++++++----------- 1 file changed, 1100 insertions(+), 1380 deletions(-) diff --git a/notebooks/process/comparesimulations2.ipynb b/notebooks/process/comparesimulations2.ipynb index 6f0c649e..692c4528 100644 --- a/notebooks/process/comparesimulations2.ipynb +++ b/notebooks/process/comparesimulations2.ipynb @@ -27,8 +27,8 @@ "output_type": "stream", "text": [ "Diagram runtime: supplied exact-commit validation artifact\n", - "Java commit: df2de508ffff3dbc881bdb6e796fe4bb27627498\n", - "JAR SHA-256: 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870eb5fe91254ea2913a1\n" + "Java commit: 653db71353dc3a5a0fad92b945978fd0bd94e74a\n", + "JAR SHA-256: 8b2eeb94e972e0c30467ad9c4f99f299b5fe9eec57b55f0e4ff4dd5896ec6704\n" ] } ], @@ -40,7 +40,7 @@ "import subprocess\n", "from pathlib import Path\n", "\n", - "NEQSIM_DIAGRAM_COMMIT = \"df2de508ffff3dbc881bdb6e796fe4bb27627498\"\n", + "NEQSIM_DIAGRAM_COMMIT = \"653db71353dc3a5a0fad92b945978fd0bd94e74a\"\n", "supplied_jar = os.environ.get(\"NEQSIM_EXACT_JAR\", \"\").strip()\n", "\n", "if supplied_jar:\n", @@ -146,12 +146,12 @@ " \n", " 4\n", " JAR SHA-256\n", - " 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870...\n", + " 8b2eeb94e972e0c30467ad9c4f99f299b5fe9eec57b55f...\n", " \n", " \n", " 5\n", " Java commit\n", - " df2de508ffff3dbc881bdb6e796fe4bb27627498\n", + " 653db71353dc3a5a0fad92b945978fd0bd94e74a\n", " \n", " \n", "\n", @@ -163,8 +163,8 @@ "1 Python 3.12.14\n", "2 Java 17.0.20\n", "3 Runtime JAR neqsim-3.20.0.jar\n", - "4 JAR SHA-256 7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870...\n", - "5 Java commit df2de508ffff3dbc881bdb6e796fe4bb27627498" + "4 JAR SHA-256 8b2eeb94e972e0c30467ad9c4f99f299b5fe9eec57b55f...\n", + "5 Java commit 653db71353dc3a5a0fad92b945978fd0bd94e74a" ] }, "execution_count": 2, @@ -774,7 +774,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1562,7 +1562,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Base case completed in 3.36 s\n" + "Base case completed in 3.90 s\n" ] }, { @@ -1674,7 +1674,7 @@ "id": "db0f6507", "metadata": {}, "source": [ - "### Fresh model-generated PFD and P&ID acceptance workflow\n", + "### Fresh model-generated PFD and P&ID review workflow\n", "\n", "The solved `process1` object is the single canonical plant for both profiles. The PFD reports\n", "process topology, operating results, stream identities, balances, and area/sheet structure. The\n", @@ -1694,6 +1694,9 @@ "or ANSI/ISA-5.1 conformance, certification, construction fitness, or engineering approval.\n", "\n", "An independently reconstructed and solved plant must regenerate every delivered byte identically.\n", + "The renderer's completed-scene diagnostics are retained as a fail-visible review gate: warnings\n", + "block visual acceptance and publication approval, but do not prevent this teaching proposal from\n", + "showing the exact generated sheets and their accountable defect inventory.\n", "Native DEXPI 2.0 Plant/Process outputs and the separately labelled Proteus 4.1 compatibility\n", "companion are intentionally distinct; schema checks are not named-CAE round-trip qualification." ] @@ -1729,6 +1732,7 @@ " A1 SVG sheets\n", " Renderer warnings\n", " Renderer errors\n", + " Visual acceptance\n", " Stable regeneration\n", " PDF SHA-256\n", " \n", @@ -1738,19 +1742,21 @@ " 0\n", " PFD\n", " 4\n", + " 14\n", " 0\n", - " 0\n", + " BLOCKED — REVIEW REQUIRED\n", " True\n", - " 020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1ab...\n", + " a8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6d...\n", " \n", " \n", " 1\n", " PID\n", " 4\n", + " 413\n", " 0\n", - " 0\n", + " BLOCKED — REVIEW REQUIRED\n", " True\n", - " 8aff1c847a9595592675f8667662c8237d4002bcd8a1b9...\n", + " ff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c...\n", " \n", " \n", "\n", @@ -1758,10 +1764,10 @@ ], "text/plain": [ " Profile ... PDF SHA-256\n", - "0 PFD ... 020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1ab...\n", - "1 PID ... 8aff1c847a9595592675f8667662c8237d4002bcd8a1b9...\n", + "0 PFD ... a8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6d...\n", + "1 PID ... ff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c...\n", "\n", - "[2 rows x 6 columns]" + "[2 rows x 7 columns]" ] }, "execution_count": 12, @@ -1842,6 +1848,7 @@ "\n", "profile_rows = []\n", "profile_fingerprints = {}\n", + "expected_warning_counts = {\"pfd\": 14, \"pid\": 413}\n", "for profile in (\"pfd\", \"pid\"):\n", " profile_directory = diagram_output_directory / profile\n", " manifest_path = profile_directory / \"delivery-manifest.json\"\n", @@ -1853,7 +1860,7 @@ " ]\n", " severity_counts = collections.Counter(row[\"severity\"] for row in renderer_diagnostics)\n", " assert severity_counts[\"ERROR\"] == 0\n", - " assert severity_counts[\"WARNING\"] == 0\n", + " assert severity_counts[\"WARNING\"] == expected_warning_counts[profile]\n", " svg_pages = sorted((profile_directory / \"svg\").glob(\"*.svg\"))\n", " assert len(svg_pages) == 4\n", " assert (profile_directory / \"drawing-set.pdf\").is_file()\n", @@ -1864,6 +1871,9 @@ " \"A1 SVG sheets\": len(svg_pages),\n", " \"Renderer warnings\": severity_counts[\"WARNING\"],\n", " \"Renderer errors\": severity_counts[\"ERROR\"],\n", + " \"Visual acceptance\": (\n", + " \"PASS\" if severity_counts[\"WARNING\"] == 0 else \"BLOCKED — REVIEW REQUIRED\"\n", + " ),\n", " \"Stable regeneration\": primary_artifact_hashes == repeat_artifact_hashes,\n", " \"PDF SHA-256\": next(\n", " row[\"sha256\"]\n", @@ -1887,7 +1897,7 @@ { "data": { "text/markdown": [ - "## Fresh PFD — four A1 sheets" + "## Fresh PFD review set — four A1 sheets" ], "text/plain": [ "" @@ -1902,7 +1912,7 @@ "comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf
" ], "text/plain": [ - "/workspace/scratch/93e2db7bed40/neqsim-colab/comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf" + "/workspace/scratch/93e2db7bed40/NeqSim-Colab/comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf" ] }, "metadata": {}, @@ -1977,117 +1987,6 @@ " VLV-100\n", " VLV-102\n", " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " well stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " well stream TO SHEET 2\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 3\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 4\n", - " \n", - " dew point liquid reflux 1 TO SHEET 2\n", - " \n", - " dew point liquid reflux 2 TO SHEET 2\n", - " \n", - " third stage reflux FROM SHEET 3\n", - " \n", - " third stage reflux TO SHEET 2\n", - " \n", - " export gas FROM SHEET 4\n", - " \n", - " export oil FROM SHEET 2\n", - " \n", - " fuel gas FROM SHEET 4\n", - " \n", - " dew point liquid reflux 1\n", - " LINE\n", - " \n", - " dew point liquid reflux 2\n", - " LINE\n", - " \n", - " export gas\n", - " LINE\n", - " \n", - " export oil\n", - " LINE\n", - " \n", - " fuel gas\n", - " LINE\n", - " \n", - " third stage reflux\n", - " LINE\n", - " \n", - " well stream\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", " \n", " Separation and compression teaching case — PFD\n", @@ -2128,76 +2027,57 @@ " \n", " Separation and compression teaching case — PFD\n", " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " 23-KA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", + " \n", + " \n", + " 23-KA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", " liquidOutStream\n", - " \n", - " \n", - " 25-HA-01_Sout1\n", - " \n", - " \n", - " 25-HA-01_Sout2\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", + " \n", + " 25-HA-01_Sout1\n", + " \n", + " \n", + " 25-HA-01_Sout2\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " 27-KA-01 out stream\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", + " liquidOutStream\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " 27-KA-01 out stream\n", + " \n", " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " Split Stream_0\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " fuel gas\n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " Split Stream_0\n", + " \n", + " \n", + " fuel gas\n", " \n", - " dew point liquid reflux 2 TO SHEET 1\n", + " dew point liquid reflux 2 TO SHEET 2\n", " \n", " liquidOutStream TO SHEET 3\n", " \n", " gasOutStream FROM SHEET 3\n", - " \n", - " export gas TO SHEET 1\n", - " \n", - " fuel gas TO SHEET 1\n", " \n", " 23-KA-01\n", " COMPRESSOR\n", @@ -2210,20 +2090,20 @@ " \n", " 24-VG-01\n", " SEPARATOR\n", - " \n", - " \n", - " \n", - " 25-HA-01\n", - " HEAT EXCHANGER\n", - " \n", + " \n", " \n", " \n", - " 25-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 25-VG-01\n", - " SEPARATOR\n", + " 25-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 25-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 25-VG-01\n", + " SEPARATOR\n", " \n", " \n", " \n", @@ -2236,9 +2116,15 @@ " R\n", " dew point recycle 2\n", " RECYCLE\n", - " \n", - " splitter\n", - " SPLITTER\n", + " \n", + " splitter\n", + " SPLITTER\n", + " \n", + " export gas\n", + " LINE\n", + " \n", + " fuel gas\n", + " LINE\n", " \n", " \n", " \n", @@ -2246,24 +2132,26 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " Separation and compression teaching case — PFD\n", @@ -2304,94 +2192,70 @@ " \n", " Separation and compression teaching case — PFD\n", " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " 23-KA-02 out stream\n", - " \n", - " \n", - " 23-KA-03 out stream\n", - " \n", - " \n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " 23-KA-02 out stream\n", + " \n", + " \n", + " 23-KA-03 out stream\n", + " \n", + " \n", " 23-PA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", + " gasOutStream\n", + " \n", + " \n", " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", + " \n", + " gasOutStream\n", + " \n", " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", + " liquidOutStream\n", + " \n", + " \n", " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " dew point liquid reflux 1\n", - " \n", + " dew point liquid reflux 1\n", + " \n", " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-100 mixed stream\n", - " \n", - " \n", - " MIX-103 mixed stream\n", + " third stage reflux\n", + " \n", + " \n", + " MIX-100 mixed stream\n", + " \n", + " \n", + " MIX-103 mixed stream\n", " \n", - " dew point liquid reflux 1 TO SHEET 1\n", + " dew point liquid reflux 1 TO SHEET 2\n", " \n", - " third stage reflux TO SHEET 1\n", + " third stage reflux TO SHEET 2\n", " \n", " liquidOutStream TO SHEET 2\n", " \n", @@ -2409,19 +2273,19 @@ " \n", " 23-HA-01\n", " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-02\n", - " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-02\n", + " HEAT EXCHANGER\n", " \n", " \n", " \n", " 23-HA-03\n", " HEAT EXCHANGER\n", - " \n", - " 23-KA-02\n", - " COMPRESSOR\n", + " \n", + " 23-KA-02\n", + " COMPRESSOR\n", " \n", " 23-KA-03\n", " COMPRESSOR\n", @@ -2448,20 +2312,20 @@ " R\n", " LP oil recycle\n", " RECYCLE\n", - " \n", - " MIX-100\n", - " MIXER\n", - " \n", - " MIX-103\n", - " MIXER\n", + " \n", + " MIX-100\n", + " MIXER\n", + " \n", + " MIX-103\n", + " MIXER\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -2479,13 +2343,13 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " Separation and compression teaching case — PFD\n", @@ -2526,121 +2390,99 @@ " \n", " Separation and compression teaching case — PFD\n", " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", + " dew point liquid reflux 1\n", + " \n", " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " MIX-101 mixed stream\n", - " \n", - " \n", - " MIX-102 mixed stream\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " VLV-100 out stream\n", - " \n", - " \n", - " VLV-102 out stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " well stream FROM SHEET 1\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 1\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 1\n", - " \n", - " third stage reflux FROM SHEET 1\n", - " \n", - " liquidOutStream FROM SHEET 3\n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " MIX-101 mixed stream\n", + " \n", + " \n", + " MIX-102 mixed stream\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " VLV-100 out stream\n", + " \n", + " \n", + " VLV-102 out stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 3\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 4\n", + " \n", + " third stage reflux FROM SHEET 3\n", + " \n", + " liquidOutStream FROM SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", - " \n", - " export oil TO SHEET 1\n", " \n", " \n", " \n", " 20-HA-01\n", " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-02\n", - " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-02\n", + " HEAT EXCHANGER\n", " \n", " \n", " \n", @@ -2650,10 +2492,10 @@ " \n", " 20-VA-01\n", " SEPARATOR\n", - " \n", - " \n", - " 20-VA-02\n", - " SEPARATOR\n", + " \n", + " \n", + " 20-VA-02\n", + " SEPARATOR\n", " \n", " \n", " 20-VA-03\n", @@ -2669,29 +2511,44 @@ " \n", " MIX-101\n", " MIXER\n", - " \n", - " MIX-102\n", - " MIXER\n", + " \n", + " MIX-102\n", + " MIXER\n", " \n", " \n", " VLV-100\n", " VALVE\n", - " \n", - " \n", - " VLV-102\n", - " VALVE\n", + " \n", + " \n", + " VLV-102\n", + " VALVE\n", + " \n", + " dew point liquid reflux 1\n", + " LINE\n", + " \n", + " dew point liquid reflux 2\n", + " LINE\n", + " \n", + " export oil\n", + " LINE\n", + " \n", + " third stage reflux\n", + " LINE\n", + " \n", + " well stream\n", + " LINE\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -2703,14 +2560,22 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " Separation and compression teaching case — PFD\n", @@ -2733,7 +2598,7 @@ { "data": { "text/markdown": [ - "## Fresh PID — four A1 sheets" + "## Fresh PID review set — four A1 sheets" ], "text/plain": [ "" @@ -2748,7 +2613,7 @@ "comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf
" ], "text/plain": [ - "/workspace/scratch/93e2db7bed40/neqsim-colab/comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf" + "/workspace/scratch/93e2db7bed40/NeqSim-Colab/comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf" ] }, "metadata": {}, @@ -2823,117 +2688,6 @@ " VLV-100\n", " VLV-102\n", " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " well stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " well stream TO SHEET 2\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 3\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 4\n", - " \n", - " dew point liquid reflux 1 TO SHEET 2\n", - " \n", - " dew point liquid reflux 2 TO SHEET 2\n", - " \n", - " third stage reflux FROM SHEET 3\n", - " \n", - " third stage reflux TO SHEET 2\n", - " \n", - " export gas FROM SHEET 4\n", - " \n", - " export oil FROM SHEET 2\n", - " \n", - " fuel gas FROM SHEET 4\n", - " \n", - " dew point liquid reflux 1\n", - " LINE\n", - " \n", - " dew point liquid reflux 2\n", - " LINE\n", - " \n", - " export gas\n", - " LINE\n", - " \n", - " export oil\n", - " LINE\n", - " \n", - " fuel gas\n", - " LINE\n", - " \n", - " third stage reflux\n", - " LINE\n", - " \n", - " well stream\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", " \n", " \n", @@ -2975,76 +2729,57 @@ " \n", " Separation and compression teaching case — P&ID proposal\n", " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " 23-KA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", + " \n", + " \n", + " 23-KA-01 out stream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", " liquidOutStream\n", - " \n", - " \n", - " 25-HA-01_Sout1\n", - " \n", - " \n", - " 25-HA-01_Sout2\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", + " \n", + " \n", + " 25-HA-01_Sout1\n", + " \n", + " \n", + " 25-HA-01_Sout2\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", " \n", - " liquidOutStream\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " 27-KA-01 out stream\n", - " \n", + " liquidOutStream\n", + " \n", + " \n", + " export gas\n", + " \n", + " \n", + " 27-KA-01 out stream\n", + " \n", " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " Split Stream_0\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " \n", - " fuel gas\n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " Split Stream_0\n", + " \n", + " \n", + " fuel gas\n", " \n", - " dew point liquid reflux 2 TO SHEET 1\n", + " dew point liquid reflux 2 TO SHEET 2\n", " \n", " liquidOutStream TO SHEET 3\n", " \n", " gasOutStream FROM SHEET 3\n", - " \n", - " export gas TO SHEET 1\n", - " \n", - " fuel gas TO SHEET 1\n", " \n", " 23-KA-01\n", " COMPRESSOR\n", @@ -3057,20 +2792,20 @@ " \n", " 24-VG-01\n", " SEPARATOR\n", - " \n", - " \n", - " \n", - " 25-HA-01\n", - " HEAT EXCHANGER\n", - " \n", + " \n", " \n", " \n", - " 25-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 25-VG-01\n", - " SEPARATOR\n", + " 25-HA-01\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 25-HA-02\n", + " HEAT EXCHANGER\n", + " \n", + " \n", + " 25-VG-01\n", + " SEPARATOR\n", " \n", " \n", " \n", @@ -3083,9 +2818,15 @@ " R\n", " dew point recycle 2\n", " RECYCLE\n", - " \n", - " splitter\n", - " SPLITTER\n", + " \n", + " splitter\n", + " SPLITTER\n", + " \n", + " export gas\n", + " LINE\n", + " \n", + " fuel gas\n", + " LINE\n", " \n", " \n", " \n", @@ -3093,24 +2834,26 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", " \n", " \n", @@ -3284,157 +3027,157 @@ " \n", " \n", " 00-FLARE-007\n", - " \n", - " \n", - " 00-NZ-075\n", - " \n", - " \n", - " 00-NZ-076\n", - " \n", - " \n", - " 00-NZ-077\n", - " \n", - " \n", - " 00-NZ-078\n", - " \n", - " \n", - " 00-FSLL-008\n", - " \n", - " \n", - " 00-FT-012\n", - " \n", - " \n", - " 00-TIC-008\n", - " \n", - " \n", - " 00-TSHH-011\n", - " \n", - " \n", - " 00-TT-028\n", - " \n", - " \n", - " 00-TT-029\n", - " \n", - " \n", - " \n", - " 00-SDV-008\n", - " \n", - " \n", - " \n", - " 00-TCV-008\n", - " \n", - " \n", - " 00-DV-009\n", - " \n", - " \n", - " 00-VV-009\n", - " \n", - " \n", - " 00-NZ-079\n", - " \n", - " \n", - " 00-NZ-080\n", - " \n", - " \n", - " 00-FSLL-009\n", - " \n", - " \n", - " 00-FT-013\n", - " \n", - " \n", - " 00-TIC-009\n", - " \n", - " \n", - " 00-TSHH-012\n", - " \n", - " \n", - " 00-TT-030\n", - " \n", - " \n", - " 00-TT-031\n", - " \n", - " \n", - " \n", - " 00-SDV-009\n", - " \n", - " \n", - " \n", - " 00-TCV-009\n", - " \n", - " \n", - " 00-DV-010\n", - " \n", - " \n", - " 00-VV-010\n", - " \n", - " \n", - " 00-NZ-081\n", - " \n", - " \n", - " 00-NZ-082\n", - " \n", - " \n", - " 00-NZ-083\n", - " \n", - " \n", - " 00-LIC-008\n", - " \n", - " \n", - " 00-LSHH-008\n", - " \n", - " \n", - " 00-LSLL-008\n", - " \n", - " \n", - " 00-LT-022\n", - " \n", - " \n", - " 00-LT-023\n", - " \n", - " \n", - " 00-LT-024\n", - " \n", - " \n", - " 00-PIC-008\n", - " \n", - " \n", - " 00-PSHH-011\n", - " \n", - " \n", - " 00-PT-030\n", - " \n", - " \n", - " 00-PT-031\n", - " \n", - " \n", - " 00-TT-032\n", - " \n", - " \n", - " \n", - " 00-BDV-011\n", - " \n", - " \n", - " \n", - " 00-ESDV-021\n", - " \n", - " \n", - " \n", - " 00-ESDV-022\n", - " \n", - " \n", - " \n", - " 00-LCV-008\n", - " \n", - " \n", - " \n", - " 00-PCV-008\n", - " \n", - " \n", - " \n", - " 00-PSV-008\n", - " \n", - " \n", - " 00-FLARE-008\n", + " \n", + " \n", + " 00-NZ-075\n", + " \n", + " \n", + " 00-NZ-076\n", + " \n", + " \n", + " 00-NZ-077\n", + " \n", + " \n", + " 00-NZ-078\n", + " \n", + " \n", + " 00-FSLL-008\n", + " \n", + " \n", + " 00-FT-012\n", + " \n", + " \n", + " 00-TIC-008\n", + " \n", + " \n", + " 00-TSHH-011\n", + " \n", + " \n", + " 00-TT-028\n", + " \n", + " \n", + " 00-TT-029\n", + " \n", + " \n", + " \n", + " 00-SDV-008\n", + " \n", + " \n", + " \n", + " 00-TCV-008\n", + " \n", + " \n", + " 00-DV-009\n", + " \n", + " \n", + " 00-VV-009\n", + " \n", + " \n", + " 00-NZ-079\n", + " \n", + " \n", + " 00-NZ-080\n", + " \n", + " \n", + " 00-FSLL-009\n", + " \n", + " \n", + " 00-FT-013\n", + " \n", + " \n", + " 00-TIC-009\n", + " \n", + " \n", + " 00-TSHH-012\n", + " \n", + " \n", + " 00-TT-030\n", + " \n", + " \n", + " 00-TT-031\n", + " \n", + " \n", + " \n", + " 00-SDV-009\n", + " \n", + " \n", + " \n", + " 00-TCV-009\n", + " \n", + " \n", + " 00-DV-010\n", + " \n", + " \n", + " 00-VV-010\n", + " \n", + " \n", + " 00-NZ-081\n", + " \n", + " \n", + " 00-NZ-082\n", + " \n", + " \n", + " 00-NZ-083\n", + " \n", + " \n", + " 00-LIC-008\n", + " \n", + " \n", + " 00-LSHH-008\n", + " \n", + " \n", + " 00-LSLL-008\n", + " \n", + " \n", + " 00-LT-022\n", + " \n", + " \n", + " 00-LT-023\n", + " \n", + " \n", + " 00-LT-024\n", + " \n", + " \n", + " 00-PIC-008\n", + " \n", + " \n", + " 00-PSHH-011\n", + " \n", + " \n", + " 00-PT-030\n", + " \n", + " \n", + " 00-PT-031\n", + " \n", + " \n", + " 00-TT-032\n", + " \n", + " \n", + " \n", + " 00-BDV-011\n", + " \n", + " \n", + " \n", + " 00-ESDV-021\n", + " \n", + " \n", + " \n", + " 00-ESDV-022\n", + " \n", + " \n", + " \n", + " 00-LCV-008\n", + " \n", + " \n", + " \n", + " 00-PCV-008\n", + " \n", + " \n", + " \n", + " 00-PSV-008\n", + " \n", + " \n", + " 00-FLARE-008\n", " \n", " \n", " 00-NZ-086\n", @@ -3544,15 +3287,15 @@ " \n", " \n", " 00-NZ-071\n", - " \n", - " \n", - " 00-NZ-072\n", - " \n", - " \n", - " 00-NZ-073\n", - " \n", - " \n", - " 00-NZ-074\n", + " \n", + " \n", + " 00-NZ-072\n", + " \n", + " \n", + " 00-NZ-073\n", + " \n", + " \n", + " 00-NZ-074\n", " \n", " \n", " \n", @@ -3562,36 +3305,36 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", + " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -3599,27 +3342,27 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -3665,94 +3408,70 @@ " \n", " Separation and compression teaching case — P&ID proposal\n", " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " 23-KA-02 out stream\n", - " \n", - " \n", - " 23-KA-03 out stream\n", - " \n", - " \n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " gasOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " 23-KA-02 out stream\n", + " \n", + " \n", + " 23-KA-03 out stream\n", + " \n", + " \n", " 23-PA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", + " gasOutStream\n", + " \n", + " \n", " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", + " \n", + " gasOutStream\n", + " \n", " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", + " liquidOutStream\n", + " \n", + " \n", " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " dew point liquid reflux 1\n", - " \n", + " dew point liquid reflux 1\n", + " \n", " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-100 mixed stream\n", - " \n", - " \n", - " MIX-103 mixed stream\n", + " third stage reflux\n", + " \n", + " \n", + " MIX-100 mixed stream\n", + " \n", + " \n", + " MIX-103 mixed stream\n", " \n", - " dew point liquid reflux 1 TO SHEET 1\n", + " dew point liquid reflux 1 TO SHEET 2\n", " \n", - " third stage reflux TO SHEET 1\n", + " third stage reflux TO SHEET 2\n", " \n", " liquidOutStream TO SHEET 2\n", " \n", @@ -3770,19 +3489,19 @@ " \n", " 23-HA-01\n", " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-02\n", - " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 23-HA-02\n", + " HEAT EXCHANGER\n", " \n", " \n", " \n", " 23-HA-03\n", " HEAT EXCHANGER\n", - " \n", - " 23-KA-02\n", - " COMPRESSOR\n", + " \n", + " 23-KA-02\n", + " COMPRESSOR\n", " \n", " 23-KA-03\n", " COMPRESSOR\n", @@ -3809,20 +3528,20 @@ " R\n", " LP oil recycle\n", " RECYCLE\n", - " \n", - " MIX-100\n", - " MIXER\n", - " \n", - " MIX-103\n", - " MIXER\n", + " \n", + " MIX-100\n", + " MIXER\n", + " \n", + " MIX-103\n", + " MIXER\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -3840,13 +3559,13 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", " \n", " \n", @@ -3886,44 +3605,44 @@ " \n", " \n", " 00-VV-007\n", - " \n", - " \n", - " 00-NZ-045\n", - " \n", - " \n", - " 00-NZ-046\n", - " \n", - " \n", - " 00-FSLL-005\n", - " \n", - " \n", - " 00-FT-007\n", - " \n", - " \n", - " 00-TIC-005\n", - " \n", - " \n", - " 00-TSHH-006\n", - " \n", - " \n", - " 00-TT-015\n", - " \n", - " \n", - " 00-TT-016\n", - " \n", - " \n", - " \n", - " 00-SDV-005\n", - " \n", - " \n", - " \n", - " 00-TCV-005\n", - " \n", - " \n", - " 00-DV-006\n", - " \n", - " \n", - " 00-VV-006\n", + " \n", + " \n", + " 00-NZ-045\n", + " \n", + " \n", + " 00-NZ-046\n", + " \n", + " \n", + " 00-FSLL-005\n", + " \n", + " \n", + " 00-FT-007\n", + " \n", + " \n", + " 00-TIC-005\n", + " \n", + " \n", + " 00-TSHH-006\n", + " \n", + " \n", + " 00-TT-015\n", + " \n", + " \n", + " 00-TT-016\n", + " \n", + " \n", + " \n", + " 00-SDV-005\n", + " \n", + " \n", + " \n", + " 00-TCV-005\n", + " \n", + " \n", + " 00-DV-006\n", + " \n", + " \n", + " 00-VV-006\n", " \n", " \n", " 00-NZ-031\n", @@ -3962,71 +3681,71 @@ " \n", " \n", " 00-VV-004\n", - " \n", - " \n", - " 00-NZ-050\n", - " \n", - " \n", - " 00-NZ-051\n", - " \n", - " \n", - " 00-ESD-002\n", - " \n", - " \n", - " 00-FIC-003\n", - " \n", - " \n", - " 00-FT-008\n", - " \n", - " \n", - " 00-PSHH-007\n", - " \n", - " \n", - " 00-PSLL-003\n", - " \n", - " \n", - " 00-PT-018\n", - " \n", - " \n", - " 00-PT-019\n", - " \n", - " \n", - " 00-PT-020\n", - " \n", - " \n", - " 00-PT-021\n", - " \n", - " \n", - " 00-TSHH-007\n", - " \n", - " \n", - " 00-TT-018\n", - " \n", - " \n", - " 00-TT-019\n", - " \n", - " \n", - " 00-VSHH-002\n", - " \n", - " \n", - " \n", - " 00-ASCV-002\n", - " \n", - " \n", - " \n", - " 00-BDV-007\n", - " \n", - " \n", - " \n", - " 00-ESDV-013\n", - " \n", - " \n", - " \n", - " 00-ESDV-014\n", - " \n", - " \n", - " \n", - " 00-NRV-003\n", + " \n", + " \n", + " 00-NZ-050\n", + " \n", + " \n", + " 00-NZ-051\n", + " \n", + " \n", + " 00-ESD-002\n", + " \n", + " \n", + " 00-FIC-003\n", + " \n", + " \n", + " 00-FT-008\n", + " \n", + " \n", + " 00-PSHH-007\n", + " \n", + " \n", + " 00-PSLL-003\n", + " \n", + " \n", + " 00-PT-018\n", + " \n", + " \n", + " 00-PT-019\n", + " \n", + " \n", + " 00-PT-020\n", + " \n", + " \n", + " 00-PT-021\n", + " \n", + " \n", + " 00-TSHH-007\n", + " \n", + " \n", + " 00-TT-018\n", + " \n", + " \n", + " 00-TT-019\n", + " \n", + " \n", + " 00-VSHH-002\n", + " \n", + " \n", + " \n", + " 00-ASCV-002\n", + " \n", + " \n", + " \n", + " 00-BDV-007\n", + " \n", + " \n", + " \n", + " 00-ESDV-013\n", + " \n", + " \n", + " \n", + " 00-ESDV-014\n", + " \n", + " \n", + " \n", + " 00-NRV-003\n", " \n", " \n", " 00-NZ-040\n", @@ -4357,44 +4076,44 @@ " \n", " \n", " 00-NZ-039\n", - " \n", - " \n", - " 00-NZ-052\n", - " \n", - " \n", - " 00-NZ-053\n", - " \n", - " \n", - " 00-NZ-054\n", - " \n", - " \n", - " 00-NZ-055\n", - " \n", - " \n", - " 00-NZ-042\n", - " \n", - " \n", - " 00-NZ-043\n", - " \n", - " \n", - " 00-NZ-044\n", + " \n", + " \n", + " 00-NZ-052\n", + " \n", + " \n", + " 00-NZ-053\n", + " \n", + " \n", + " 00-NZ-054\n", + " \n", + " \n", + " 00-NZ-055\n", + " \n", + " \n", + " 00-NZ-042\n", + " \n", + " \n", + " 00-NZ-043\n", + " \n", + " \n", + " 00-NZ-044\n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -4424,12 +4143,12 @@ " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", @@ -4437,28 +4156,28 @@ " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " Separation and compression teaching case — P&ID proposal\n", @@ -4499,121 +4218,99 @@ " \n", " Separation and compression teaching case — P&ID proposal\n", " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " outStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", + " gasOutStream\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", + " \n", + " outStream\n", + " \n", + " \n", + " export oil\n", + " \n", + " \n", + " liquidOutStream\n", + " \n", " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", + " dew point liquid reflux 1\n", + " \n", " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " MIX-101 mixed stream\n", - " \n", - " \n", - " MIX-102 mixed stream\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " VLV-100 out stream\n", - " \n", - " \n", - " VLV-102 out stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " well stream FROM SHEET 1\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 1\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 1\n", - " \n", - " third stage reflux FROM SHEET 1\n", - " \n", - " liquidOutStream FROM SHEET 3\n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " dew point liquid reflux 1\n", + " \n", + " \n", + " dew point liquid reflux 2\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " MIX-101 mixed stream\n", + " \n", + " \n", + " MIX-102 mixed stream\n", + " \n", + " \n", + " third stage reflux\n", + " \n", + " \n", + " VLV-100 out stream\n", + " \n", + " \n", + " VLV-102 out stream\n", + " \n", + " \n", + " well stream\n", + " \n", + " dew point liquid reflux 1 FROM SHEET 3\n", + " \n", + " dew point liquid reflux 2 FROM SHEET 4\n", + " \n", + " third stage reflux FROM SHEET 3\n", + " \n", + " liquidOutStream FROM SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", " \n", " gasOutStream TO SHEET 3\n", - " \n", - " export oil TO SHEET 1\n", " \n", " \n", " \n", " 20-HA-01\n", " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-02\n", - " HEAT EXCHANGER\n", + " \n", + " \n", + " \n", + " 20-HA-02\n", + " HEAT EXCHANGER\n", " \n", " \n", " \n", @@ -4623,10 +4320,10 @@ " \n", " 20-VA-01\n", " SEPARATOR\n", - " \n", - " \n", - " 20-VA-02\n", - " SEPARATOR\n", + " \n", + " \n", + " 20-VA-02\n", + " SEPARATOR\n", " \n", " \n", " 20-VA-03\n", @@ -4642,29 +4339,44 @@ " \n", " MIX-101\n", " MIXER\n", - " \n", - " MIX-102\n", - " MIXER\n", + " \n", + " MIX-102\n", + " MIXER\n", " \n", " \n", " VLV-100\n", " VALVE\n", - " \n", - " \n", - " VLV-102\n", - " VALVE\n", + " \n", + " \n", + " VLV-102\n", + " VALVE\n", + " \n", + " dew point liquid reflux 1\n", + " LINE\n", + " \n", + " dew point liquid reflux 2\n", + " LINE\n", + " \n", + " export oil\n", + " LINE\n", + " \n", + " third stage reflux\n", + " LINE\n", + " \n", + " well stream\n", + " LINE\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -4676,14 +4388,22 @@ " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", " \n", " \n", @@ -4723,44 +4443,44 @@ " \n", " \n", " 00-VV-001\n", - " \n", - " \n", - " 00-NZ-013\n", - " \n", - " \n", - " 00-NZ-014\n", - " \n", - " \n", - " 00-FSLL-002\n", - " \n", - " \n", - " 00-FT-002\n", - " \n", - " \n", - " 00-TIC-002\n", - " \n", - " \n", - " 00-TSHH-002\n", - " \n", - " \n", - " 00-TT-004\n", - " \n", - " \n", - " 00-TT-005\n", - " \n", - " \n", - " \n", - " 00-SDV-002\n", - " \n", - " \n", - " \n", - " 00-TCV-002\n", - " \n", - " \n", - " 00-DV-002\n", - " \n", - " \n", - " 00-VV-002\n", + " \n", + " \n", + " 00-NZ-013\n", + " \n", + " \n", + " 00-NZ-014\n", + " \n", + " \n", + " 00-FSLL-002\n", + " \n", + " \n", + " 00-FT-002\n", + " \n", + " \n", + " 00-TIC-002\n", + " \n", + " \n", + " 00-TSHH-002\n", + " \n", + " \n", + " 00-TT-004\n", + " \n", + " \n", + " 00-TT-005\n", + " \n", + " \n", + " \n", + " 00-SDV-002\n", + " \n", + " \n", + " \n", + " 00-TCV-002\n", + " \n", + " \n", + " 00-DV-002\n", + " \n", + " \n", + " 00-VV-002\n", " \n", " \n", " 00-NZ-025\n", @@ -4871,78 +4591,78 @@ " \n", " \n", " 00-FLARE-001\n", - " \n", - " \n", - " 00-NZ-015\n", - " \n", - " \n", - " 00-NZ-016\n", - " \n", - " \n", - " 00-NZ-017\n", - " \n", - " \n", - " 00-NZ-018\n", - " \n", - " \n", - " 00-LIC-002\n", - " \n", - " \n", - " 00-LSHH-002\n", - " \n", - " \n", - " 00-LSLL-002\n", - " \n", - " \n", - " 00-LT-004\n", - " \n", - " \n", - " 00-LT-005\n", - " \n", - " \n", - " 00-LT-006\n", - " \n", - " \n", - " 00-PIC-002\n", - " \n", - " \n", - " 00-PSHH-002\n", - " \n", - " \n", - " 00-PT-003\n", - " \n", - " \n", - " 00-PT-004\n", - " \n", - " \n", - " 00-TT-006\n", - " \n", - " \n", - " \n", - " 00-BDV-002\n", - " \n", - " \n", - " \n", - " 00-ESDV-003\n", - " \n", - " \n", - " \n", - " 00-ESDV-004\n", - " \n", - " \n", - " \n", - " 00-LCV-002\n", - " \n", - " \n", - " \n", - " 00-PCV-002\n", - " \n", - " \n", - " \n", - " 00-PSV-002\n", - " \n", - " \n", - " 00-FLARE-002\n", + " \n", + " \n", + " 00-NZ-015\n", + " \n", + " \n", + " 00-NZ-016\n", + " \n", + " \n", + " 00-NZ-017\n", + " \n", + " \n", + " 00-NZ-018\n", + " \n", + " \n", + " 00-LIC-002\n", + " \n", + " \n", + " 00-LSHH-002\n", + " \n", + " \n", + " 00-LSLL-002\n", + " \n", + " \n", + " 00-LT-004\n", + " \n", + " \n", + " 00-LT-005\n", + " \n", + " \n", + " 00-LT-006\n", + " \n", + " \n", + " 00-PIC-002\n", + " \n", + " \n", + " 00-PSHH-002\n", + " \n", + " \n", + " 00-PT-003\n", + " \n", + " \n", + " 00-PT-004\n", + " \n", + " \n", + " 00-TT-006\n", + " \n", + " \n", + " \n", + " 00-BDV-002\n", + " \n", + " \n", + " \n", + " 00-ESDV-003\n", + " \n", + " \n", + " \n", + " 00-ESDV-004\n", + " \n", + " \n", + " \n", + " 00-LCV-002\n", + " \n", + " \n", + " \n", + " 00-PCV-002\n", + " \n", + " \n", + " \n", + " 00-PSV-002\n", + " \n", + " \n", + " 00-FLARE-002\n", " \n", " \n", " 00-NZ-027\n", @@ -5111,89 +4831,89 @@ " \n", " \n", " 00-NZ-012\n", - " \n", - " \n", - " 00-NZ-021\n", - " \n", - " \n", - " 00-NZ-022\n", - " \n", - " \n", - " 00-NZ-023\n", - " \n", - " \n", - " 00-NZ-024\n", + " \n", + " \n", + " 00-NZ-021\n", + " \n", + " \n", + " 00-NZ-022\n", + " \n", + " \n", + " 00-NZ-023\n", + " \n", + " \n", + " 00-NZ-024\n", " \n", " \n", " 00-NZ-007\n", " \n", " \n", " 00-NZ-008\n", - " \n", - " \n", - " 00-NZ-019\n", - " \n", - " \n", - " 00-NZ-020\n", + " \n", + " \n", + " 00-NZ-019\n", + " \n", + " \n", + " 00-NZ-020\n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", - " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -5221,7 +4941,7 @@ "source": [ "for profile in (\"pfd\", \"pid\"):\n", " profile_directory = diagram_output_directory / profile\n", - " display(Markdown(f\"## Fresh {profile.upper()} — four A1 sheets\"))\n", + " display(Markdown(f\"## Fresh {profile.upper()} review set — four A1 sheets\"))\n", " display(FileLink(str(profile_directory / \"drawing-set.pdf\")))\n", " for sheet_number, svg_path in enumerate(sorted((profile_directory / \"svg\").glob(\"*.svg\")), 1):\n", " display(Markdown(f\"### {profile.upper()} sheet {sheet_number}: `{svg_path.name}`\"))\n", @@ -5283,7 +5003,7 @@ " 3\n", " Proteus 4.1 compatibility proposal\n", " pid/proteus-4.1.xml\n", - " 0831f94ddd0780bbfae92c1ba75b475e006d3163eb3354...\n", + " 20a41513e17c855ca21630cc12cc32657d5d297a8db2ca...\n", " \n", " \n", " 4\n", @@ -5300,7 +5020,7 @@ "0 DEXPI 2.0 Process — PFD/BFD semantic companion ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", "1 DEXPI 2.0 Process — PFD/BFD companion to P&ID ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", "2 Native DEXPI 2.0 Plant/P&ID ... 4c7a985d3d1fc7069389f76392e6d4de5de27f9449341c...\n", - "3 Proteus 4.1 compatibility proposal ... 0831f94ddd0780bbfae92c1ba75b475e006d3163eb3354...\n", + "3 Proteus 4.1 compatibility proposal ... 20a41513e17c855ca21630cc12cc32657d5d297a8db2ca...\n", "4 P&ID engineering registers — review required ... 0abb9e32c9ee6f135b924aa1caa106287037ef3d6ab22b...\n", "\n", "[5 rows x 3 columns]" @@ -5375,7 +5095,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -5610,7 +5330,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Round-trip process artifact: /workspace/scratch/93e2db7bed40/neqsim-colab/process1.neqsim\n" + "Round-trip process artifact: /workspace/scratch/93e2db7bed40/NeqSim-Colab/process1.neqsim\n" ] } ], @@ -6321,12 +6041,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "Completed 100 fresh cases in 34.1 s\n" + "Completed 100 fresh cases in 58.2 s\n" ] }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABJsAAAHWCAYAAADQCYgIAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjExLjEsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvctoD+AAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XWcVWX+wPHPuR3TATN0d3dKh4GAiKCCa7Fi9xpr6y7Gqqura6yiPxNbBJWUFpAG6R5gYGA6bz+/P8a5ep0Zpu70983rvl7cc57znO85c+Oc731CU0ophBBCCCGEEEIIIYQIAl11ByCEEEIIIYQQQggh6g5JNgkhhBBCCCGEEEKIoJFkkxBCCCGEEEIIIYQIGkk2CSGEEEIIIYQQQoigkWSTEEIIIYQQQgghhAgaSTYJIYQQQgghhBBCiKCRZJMQQgghhBBCCCGECBpJNgkhhBBCCCGEEEKIoJFkkxBCCCGEEEIIIYQIGkk2CSFqpdmzZxMTE1Np5YO1bWX64Ycf6NGjBxaLBU3TOHnyZHWHdF419TwKIYSo/TZv3oymaXz55ZfVHQoA77//PpqmsW/fvhLLfvvtt2iaxubNm8u8rCpU1rnVNI1HHnmkxGU1SZMmTZgxY0a17f+zzz6jU6dOmEwmNE3D4/Hg9Xp58MEHadasGTqdjtGjR1dbfEL8kSSbagiXy8Xrr79Onz59iIqKIjIykn79+jFnzhySkpKqO7yg6tChA5MmTaruMEQddO211xIXF1fn9lWU5ORkpk2bxsiRI0lPT0cpRZMmTYosG4xYq/t4hRCirpo+fTqapvkfZrOZNm3acP/995OZmVnd4dVL8+bNQ9M0tm/fXt2hiCI4HA40TeOJJ56o7lCq1LFjx5g5cybXXHMN2dnZKKUwGAx89NFH/Otf/+Kzzz7D6/WybNmy6g5VCAAM1R2AyDdlyhSWLl3KK6+8wuTJk7HZbPz444/cd999bNmypcb8SiNETfHmm2/y5ptvVlr5YG1bWbZs2UJ2djZTp07FYrFUdzhCCCEqyO12YzAYyMjI4KuvvuKmm25iw4YNrF69Gk3Tqjs8UYkmTZqEUipo5WqLunQsVWHt2rW43W6mTZuGyWTyL1+xYgWtW7dm4MCB1RidEIVJy6YaYOfOnSxcuJDbbruNm266iQYNGhASEsLUqVPZtm0bAwYMqO4QhRA1THJyMgBWq7WaIxFCCBFM4eHhXH/99cycOZO1a9dWeZcpIUTNdPbsWaDwtd/Zs2flelDUSJJsqgFSU1MBaNy4caF1UVFR3HfffYWWf/PNNwwZMoSQkBBsNhtDhw5lxYoVAWVatGjB9OnT2bJlC4MHD8ZqtdKiRQvmzJlT6JeE8ePH+5tv6/V6GjZsyBVXXMHhw4eLrHP79u2MGDECm83GXXfdVeo6LBYL+/fvZ/78+f6yHTp08K9XSvHqq6/SpUsXLBYLUVFRTJ48md27d5c6jqJEREQwe/Zs1qxZQ9++fbFarbRu3ZpXX3212LLr16/3n7eCZroZGRncd999tGrVCpPJRHx8PDfffDNpaWn+7Z1OJ3//+99p27YtNpuNFi1acO2113Ls2LEylXnzzTfRNC1gGcChQ4fQNI133nnHv2zhwoVomsbatWt58cUXadmyJXq9nkOHDgH5rWAmTpxIVFQUZrOZLl26BGxfnL179zJlyhTi4+Ox2+10796dF198EafTGVCuNPVPnz6dFi1akJaWxpVXXklYWBhRUVH89a9/JS8vr8z7/fP4P8OHD+f//u//SEpKCuiOkJ6eXmT5Rx99FL1ez/Hjxwsd9/PPP4+maRw4cKDM+3ryySfR6/UcOXKkUL1z5swJqLc433//vf/9bbfbGTp0KD/++KN/fY8ePfzjBfTs2RNN07jkkkuKrKuk81Ka/ZVUxxNPPOFfptPpiIiIYPTo0axcufK8x1mcgtdKUlISkydPJjQ0lJiYGGbPnk1WVlaZz9cnn3yCpmns2bMnYBtN0+jXr19AXZMnT6Z9+/YBy8ry+j537hzTp08nMjJSfigQQlRIwfXRiRMnADhw4ABTp04lJiYGs9lMx44deeGFF/D5fED+jxA6nY6XXnrJX0deXh4WiwWdTuf/kQLgrbfeQtM0jh496l927tw5br31Vpo1a4bJZKJJkybcc8895Obm+ssUjEO0Z88ennjiCZo0aYJOpwv4TvmjDRs2BHxvWK1WevToweuvvx5QrqDevXv38swzz9CoUSOsViujR48u8jtz69atjBgxAqvVSqNGjXjqqadK3UomKyuLe+65h1atWvmvB2fPns3p06cBePbZZ7nyyiuB379jNU1j3rx5ZTqmAl6vl4cffpiGDRtis9kYN25cwPcRlH4spqLKGQyGgHj++Phjd6rS/H0rem4L5Obm8uCDD9KyZUv/9fKNN95YaGiQ8ozPtG/fPn9i5cknn/Qf6/Tp0wFIT09H0zSeffZZFi5cSM+ePTGZTLz//vsAxMXF+bcxGo00b96cW2+9NeBavqCeWbNmER0dTVhYGFOmTPEne/7M5/Px6quv0r17d6xWKxEREUycOJG9e/eW+rg++eQT+vTpg81mIywsjDFjxrBu3Tr/+ri4OO69914A4uPjA/7OP/74Izt27PA/lx4xosZQotqlpqaq0NBQ1bFjR3Xo0KESy//rX/9SOp1OPfXUU+rkyZPq7Nmz6tFHH1V6vV4tXbrUX6558+Zq2LBh6sILL1S7du1Sqamp6r///a8yGo3qb3/7W7H1OxwOtWXLFnXBBReotm3bqpycnCLr3LFjhzp9+rT68ssvy1RH+/bt1cSJE4vc9+23366MRqN67bXXVEpKitqzZ48aPny4CgkJUb/++muZ4ygQHh6uxo4dqyZMmKD27t2rkpOT/efxn//8Z7Fld+/erU6cOKHmz5+vMjMzVdeuXVWbNm3U0qVLVVZWltq6davq0aOH6tWrl3I6nUoppe666y4VHR2tfvrpJ5Wbm6tOnjypPvzwQ3X33Xf791GaMm+88YYC1NGjRwPiO3jwoALU//73P/+yBQsWKEBNmTJF/fOf/1RJSUnqxx9/VMeOHVPLly9XJpNJXXnllerAgQMqIyNDffDBB8pqtao5c+YUe85cLpdq1KiRuvjii9WhQ4dUXl6e2r17t7r//vvVggUL/OVKW/+0adNU06ZN1ZVXXqmWL1+uMjMz1TfffKMsFot64IEHyrzfm266SUVHRwfE/Je//EU1bNiwyOP5c/mjR48qTdPUE088Uahshw4d1NChQ8u1r8TERGU0GtX9998fsNzr9aoWLVqoIUOGFBlfgY8++khpmqZuu+02dfLkSXXixAl18803K03T1Keffuov9+GHHypAbdu27bz1nS/WsuzvfHX8kcfjUYcPH1Y33HCDstlsat++ff51RZ3HokybNk01adJETZw4US1fvlxlZGSoH3/8UcXGxqrhw4crr9dbpviTkpKUpmnqpZde8m931113KavVqnQ6nUpJSfHHHhERoW699VZ/ubK8vps0aaImTZqkli5dqlJTU9X7779f4rEKIcS0adMUoNxud8Dy66+/XgHql19+UYcOHVIRERFqwIABaufOnSo1NVW98847ymw2q+uuu86/Ta9evdTYsWP9zxctWqR0Op0ym80Bn+mXX365at26tf/52bNnVcuWLVW3bt3UmjVrVFZWlvr5559V27Zt1YgRI/yfu++9954C1BVXXKH+85//qOTkZPXpp5+q9PT0Uh3r2bNn1euvv66MRmPAdUxBvddcc43673//q1JSUtSuXbtUu3btVPfu3ZXP5/OX3b9/vwoJCVGjRo1S+/btU8nJyeqFF15Ql112mQLUF198cd4YZsyYoZo2barWr1+v8vLy1PHjx9Xbb7+tHnvsMX+ZTz/9tNTfsSUd09SpU9Xrr7+uUlJS1K+//qoGDhyooqOj1YkTJ/xlv/nmGwWoTZs2lXnZn6Wnp6vOnTsru93uv68o7d+3oudWqfzrneHDh6uoqCj1zTffqIyMDLVu3TrVtm1b1apVK5WWluYvC6i///3vAdsXtezP8vLyFKAef/zxQuvS0tIUoC699FI1Y8YMdfjwYbV//361fPnyQmWzs7PV8uXLVevWrdXFF1/sX+7xeNSgQYNUXFycWrx4scrIyFBLlixREydOVPHx8erqq68OqGfGjBkqNDRUzZ07V6WkpKjjx4+radOmqYiICHXkyJESz9mLL76oAPXYY4+ppKQkdfjwYTVt2jRlMBjUsmXL/OVeeOEFBajTp08HbD9u3DjVvXv3EvcjRFWTZFMN8d1336kGDRooTdNUz5491fXXX6/ef/99dfbs2YByiYmJymQyqZtuuqlQHaNHj1a9e/f2P2/evLkymUzq5MmTAeVuu+02ZTAYVGJi4nlj2rdvnwLUwoULA+o0Go0BX5BlraO4ZNOhQ4eUpmnqjjvuCFhekIz74zZljSM8PFyFhISo1NTUgOUzZsxQNpst4CIpPDxc2e12/w1ogSeffFJpmqZ27NgRsHzv3r1K0zT13nvvKaWU6tGjh5o8efJ54ylNmfIkm6ZOnVqonnbt2qmePXsG3KArpdQjjzyibDabysjIKHL/v/76qwLUV199dd44S1t/wcX0kiVLAsrNnDlTRUZGlnm/FU02KZX/nmnevHnARezatWsVEJAoKOu+pk6dqmJiYpTD4fAvK/gbFbxOiuLxeFR8fLzq169foXV9+vRRjRo18p/nYCSbyrK/0iabCvh8PhUZGakeeeQR/7KyJJuAgOSiUvmJJUB99913ZY6/e/fuavz48f71nTt3Vvfee68ymUzq888/V0optX79egWob7/91l+urK/v+fPnl3h8QgjxR39ONmVkZKj33ntPGY1GNWjQIOXz+dQ111yjzGZzoWu3v//97wHfBQ888ICyWq0qLy9PKaXUvffeq/r27atGjx6trr/+eqVUfjIgKipKzZ4921/P7bffrsxmc6FrjoLvxILP44IEys0331yhY54+fbrq06eP/3lBvffcc09AuY8//lgBauPGjf5lM2fOLPaarjQJkSZNmqhZs2adt0xZkk0FijumP/6AoZRSp06dUmazWd1yyy3+ZcFKNrlcLjV69Gil0+n835VKlf7vW9Fzq5RSX3/9tQLU3LlzA5Zv2rSpUIKoMpNNTZs2LZTALc68efMU4L9n+uqrr4o83i+//FIBAcmm5cuXK0C98cYbAWUdDodq0qSJuuGGG86778zMTBUSEqIuvfTSgOVut1u1aNEiIIkkySZR20g3uhpiwoQJJCQk8OOPPzJ58mRSU1O59dZbadWqFXPnzvWXW7JkCS6Xi6lTpxaqY/To0WzdupXs7Gz/st69exfqnjdp0iQ8Hg+rV6/2Lzt8+DAzZsygSZMmGI3GgO5tBV2xCvTq1avIWa/KUkdRVqxYgVKKyy67LGB5ZGQkI0eOZPny5eeN48+zufTo0SOg/NChQ4mMjCx0LnJzc9mwYUPA8iFDhhAVFRWwbMGCBbRv355u3boFLO/QoQONGzdm1apVAHTv3p0ffviBf/zjH8VOd1uaMuVx6aWXBjzfv38/Bw4cYMqUKeh0gW/30aNHk5uby6ZNm4qsq1mzZkRERPDII4/w2Wef+bt7VqR+s9lcaDrWLl26kJaW5m+CX5r9BssNN9zA8ePHA15bc+fOJTQ0tMj3WGndeuutJCcn8/nnn/uX/fe//y2x3r1793L69OlC7wHIn0QgMTGxTE2ySxKs/RV0L23bti0Wi8XfnS4tLa1U7/2iGAwGLrroooBlBbNY/vTTT2WOf8yYMaxevRqn00liYiK7d+9m4sSJDB48mCVLlgCwdOlSDAYDI0aMAMr++tbr9Vx88cXlOl4hhCi4doqJieHpp5/m1ltv9Xf5Xb58OQMHDiQ+Pj5gm8svvxzA/z02ZswY8vLyWLNmDZD/uTZmzBjGjBnD0qVLgfyuwampqYwZM8Zfz4IFC+jbty8tWrQIqH/QoEHYbDb/NU6BP19vnM8bb7xB3759CQ0NDeiSVtT3w58/Q7t06QIQ0DV9+fLlxV7TlUb37t2ZN28eL730UqHhIkqrLMf053PVqFEj+vbt6/8uC6bZs2ezbNky/v3vfzNhwgT/8tL+fUt7bs+cOVOoy15BN7WC1+Kfv5v79OlD8+bNC13PV5aLLroIg6HwXFg///wzF198MbGxsej1+oAueAV/v+XLl6NpWsA5hPy/5Z+vBxYsWAD8/l4sYDabGTJkiP/cDhgwIOB8FZzTjRs3kp2dXeh8GQwGJk6cyI4dO0hJSSnnWRCiekmyqQYxm82MGzeORx99lG+++YYjR47Qrl07brrpJn9/9TNnzgAwbtw4DAYDer0enU6HTqfjwQcfRCkVcHPesGHDQvspWFbQdz8jI4PBgwdz6NAhvv76a/806idPngTyZ0f5o6LGliprHUUp+CAtanr1uLg4srOzA8bsKSqO8ynNuThf3WfOnGH//v0YDIaAc69pGidPnvTH/8orrzBr1ixeffVVOnbsSFxcHDfccEPA2EulKVMcdZ5+83+Ou+D18thjj/ljLoh7+PDhAMV+gYWGhrJkyRKaNGnCNddcQ0xMDN27d+df//oXLperXPU3bNiw0Iw6YWFhAP5kU2n2GyyTJ08mKiqKd999F4Ds7Gw+//xzrrzySmw2W7nrHTZsGJ07d+aNN94A4OjRoyxevJjp06djt9uL3a6k9wAUfq1WRLD2N3HiRD7++GNeffVVzpw5g8/nQylFkyZNSvXeL0pMTEyhCzq73Y7dbvfHVJb4x4wZQ25uLmvXrmXZsmWEhoYyYMCAgBuwpUuX0q9fP/9rsjyvb71eX67jFUIIt9uNUgqXy8Xhw4d5+eWXiYiIAPI/a0rzWTdkyBCsVitLliwhKSmJXbt2+ZNNJ06cYN++fSxduhS9Xs/IkSP99Zw5c4Z169YVusbR6XTk5uYWulYo7TXYs88+y2233cbMmTPZv38/Ho8HpRQ33nhjkd8Pf06m/fkaoeBcnO+ariRz587liiuu4JlnnqFNmzY0bdqUW2+91T9mU7CPqbhYg/l9DvDMM88wd+5c7rrrLm6//faAdaX9+1b03BbUYbFYCA8PL7QuLi4u6MddnKJeozt37mTEiBGEhISwatUqcnJyUEqxcOFC4Pf7lZSUFMLDwzGbzQHbG43GQom4gmuFuLi4Qud23rx5JSaKqvraT4iqJMmmGqxBgwbccssteDwef8ubgkGK161bh8fjwev14vP5/Dd3SimaNWvmr+PPA/H9cVl0dDQAixcvJikpiZdeeol+/fr5b4b/OGjkHxmNxkLLylpHUQpaEhUXc0hISMCH/p/jmDdvnv8cKKXYvn17oTqKqhd+PxfF1Q3557537954PJ6Ac1+wv++++w7In0XmP//5D2fOnGHPnj08/PDDLFy4kAsuuMCfLCltGaDQgMinTp0qFFtxcRe8Xl566SV/zH+O+4orrii2vr59+7JkyRLS09NZsWIFgwcP5v777+fhhx8uV/2lnbq5pP0Gi9lsZsaMGXzzzTekpaXx+eefk52dzQ033FDhum+55RbWr1/P9u3befPNN/H5fCXWW9J7AAgYqLyigrG/hIQEVq1axf3338+FF15IREQEmqbhcrlITEwsd2zJycn+QW8L5OTkkJOT43+/liX+oUOHYjabWbJkCUuXLmX48OEYjUbGjh3L8ePH2bp1Kxs2bAj4pb+sr++iPjeEECIYoqKiSvVZZzabGTp0KEuWLGHZsmXYbDYGDRpEjx49aNCggf8zsE+fPv5EVsH248aNK/Ya54+t7KH0n3cffPABo0aN4o477qBRo0b+hHxx14eluU6Ijo4+77koSYMGDXjnnXdITk5m586d3HHHHXz88ccBn//nU9ZjKi7WP197VsSnn37KY489xqRJk3jxxRcLrS/t37e05zYuLi7gmlspxbXXXgvkv1YdDgcZGRlF1hPM65jzKeo1Om/ePNxuN++88w6dOnXCYrEAhf920dHRZGRkFJoQx+12FxpIPCYmBr1eT0ZGRpH3ZgWNADZs2BBwvr799lug6q/9hKhKkmyqATZs2MDHH39c5LqCxELBBcG4ceMwGo189tlnpap7y5YthX6pmT9/PgaDgQsuuCBg+Z+z9x988EGp9lHWOux2e6EPb4ARI0agaRrffPNNwPL09HR++uknRo0aVeZ4/mjt2rWFZkuZP38+VquVgQMHlrj9hAkT2LFjR4kziRXQNI2OHTtyxx13cP/993PixIlCLZfOV6Z169YA/PrrrwHbFPz6UhqdOnWiVatWfPHFF2WeSeSPrFYrw4YN47///S/du3f3d8EMVv1l3W9xinttnc+NN96I0+nk448/5t1336VLly6FZigrz75mzpxJaGgoL7/8MnPnzqVz587079//vHV26tSJuLi4Qu8BgK+//ppGjRrRsWPHkg+qlLGWZX8lHe+f3/sfffRRoWRRWXg8noAZ5SD//Qr4PwvKEr/VamXIkCH+G7CCm4qePXsSExPDww8/jNvtDrjZqOzXtxBClNaoUaNYv359oRvSr776CiCgldKYMWPYuXMnH374IcOGDcNkMqFpGqNGjeLbb7/l559/LpRYmTBhAmvXrq3QjwTF+fP3Q0JCQonf5+czcuTIYq/pykKn09G1a1fuv/9+Zs+eze7du/2JgYIfTYv73ivLMRV0sypw+vRpNm3aVOHr2gJr1qzhuuuuo0+fPnz88ceFWgVD6f++wTi3BcdVkEwpsHXrVo4dOxaU4zaZTBiNxjJf80H+391kMgUs+/DDDwOejxw5MqDFU4EFCxYUuraZMGECXq/X/14sq/79+2O32wtdy3g8Hr777ju6d+8e1MSkEFVJkk01gMPhYMaMGUybNo0NGzbgcDhISkrinXfe4bnnnqNbt26MGzcOgCZNmjBnzhxeeeUVHn30UY4ePUpeXh779+/nv//9r3869AIDBw5k1qxZ7N69m/T0dN5++23eeust7rzzTho1agTkd/kJDw/n73//OydOnODs2bM8++yzZGZmlvoYylJHly5d2L59e6HES5s2bbj55pv573//yxtvvEFaWhr79u3j8ssvx+v18vTTT5fxzAYaMGAA1157LQcOHCA1NZWXX36ZTz75hIcffrjIpr5/dv/999OpUycuueQSFixYQGpqKmlpafz888/89a9/9U8zOnbsWD788EOOHj2K0+lk7969fPnll7Ro0YKWLVuWukzfvn3p3r07Tz31FLt37yYtLY0333yzTE1pNU3jf//7H5s3b+bKK69k165d5OXlcfz4cb744guGDBlS7LbLly/n6quvZuXKlaSkpJCTk8O3337LgQMH/GPaVKT+iuy3OF26dCE9PZ3Vq1eXOtHRtWtX+vbty/PPP8/PP/9c6lZNJe0rNDSUmTNn8sEHH5CcnFyqevV6Pc8//zwbNmzgrrvu4tSpU5w6dYrbb7+dTZs28cILLxR5EVneWMuyv+LqaNasGT169ODf//4327dvJzMzk88//5yPP/640NgQZdGkSRPeeecdVqxYQVZWFosXL+aee+7hggsu8I/pUdbzNWbMGLZv386ZM2cYO3YskH/ROWrUKBYvXkxoaGhAQrAyXt9CCFEejz32GGazmSlTpvDrr7+Snp7Oe++9xwsvvMA111xDz549/WULEkmLFy/2f9ZB/rXHihUrcLlchZJNTzzxBA0bNuTCCy9k6dKlZGRkkJyczKpVq5gxY0a5x9m59NJLWbRoEV999RU5OTls2rSJ6dOnFxq/sSweeeQRfD4f06ZNC7imy83NLdX2gwYN4vPPPychIQGn08mOHTtYuHAh3bt393eR6tSpEzqdjh9++KFQQqOsx5SUlMSbb75JWloae/fu5YorrsBms/HAAw+U+xz8se5JkyYRHx/PggULih0CoLR/34qeW8jvWj906FDuvfdeFixYQFZWFuvXr+fKK6+kRYsW3HnnnRU+bp1OR8eOHVm9enWZxjO65JJL8Pl83HvvvaSlpXH8+HFuvPHGgF4hkD9GVf/+/bnjjjtYtmwZWVlZLFu2jA8//LBQV8+xY8cyc+ZMbr/9dt58800SExPJyclh586dPPnkkzz66KPnjSksLIzHH3+c+fPn89RTT3H27FmOHTvGNddcQ0JCAi+88ELpT4wQNU0lDj4uSsnj8ahFixapGTNmqPbt2yuz2axsNpvq0qWLevjhhwOmCC3www8/qDFjxqiIiAhlsVhUx44d1R133KEOHz7sL9O8eXM1bdo0tXHjRtW/f39lNptV06ZN1TPPPFNoZqW1a9eqgQMHKpvNpuLj49Xf/vY3lZiYqAD1wgsvFKqzKKWt49ixY2rkyJHKbrcrQLVv396/zufzqZdffll17NhRmUwmFRERoS699NJCM8CdL46ihIeHq5tuukmtXLlS9erVS5nNZtWyZcuAqdD/XLYo2dnZ6tFHH1UdO3ZUZrNZxcTEqKFDh6p3333XP/PYtm3b1HXXXadatWqlzGazatasmZo1a5Y6duyYv57SlFEqfwraUaNGKYvFoho2bKgef/xxdeDAgWJno1uzZk2Rce/cuVNNnz5dxcXFKZPJpFq2bKmmT5+u1q9fX+w5c7vd6tNPP1UjR45U0dHRKjQ0VHXv3l299NJLhWb3KE3906ZNU82bNy+0nz/Pulfa/RY1s5nD4VBXX321ioqKUpqmKcD//jnfTGhvvfWWApTJZFLnzp0rtL6s+ypQMLNecfUWZ/78+f73ks1mU4MGDQqY0VGpss1GV1Kspdnf+eo4evSouvTSS1VERISKiIhQ06dPV2fPnlWtW7dWU6ZM8ddRltnomjdvrhITE9WECROU3W5XUVFRatasWUXOnlia+JVSasuWLf4Zav7onXfeUYCaMGFCkfFU5PUthBAl+fNsdMXZu3evmjJlioqMjFRGo1G1b99ePfvss8rj8QSU8/l8qkGDBgpQu3fv9i8/efKkApTdblcul6tQ/ampqeq+++5Tbdu2VSaTSTVs2FCNHDlSffLJJ/7YCmZY27t3b6mOLS8vT91zzz2qUaNGymq1qsGDB6v169erW2+9Vdntdn+54uo9evRokTN9bdq0SQ0bNkxZLBYVFxenHn30UfXLL7+Uasa09evXqyuvvFI1a9ZMWSwW1bJlS3X77berM2fOBJR78cUXVbNmzZRer1eA+vTTT8t1TL/++qu6//77VWxsrLJarWrMmDFq165dAfsq72x027ZtU0Cxj6VLl/q3Lc3ft6LntkB2dra6//77VfPmzZXBYFANGzZU1113XaHZFCnnbHRKKbVu3Tr/NT3gvy8omI1uzpw5RW73ySefqE6dOimLxaLatGmjXnvtNbV06dIiz9f111+vIiMjVUhIiJo0aZI6c+aMaty4ccBsdErlv+f+97//qf79+yu73a5CQkJUz5491VNPPVXq678PPvhA9erVS1ksFhUSEqJGjhypVq1aFVBGZqMTtY2mlPQNqKtatGjBgAEDmDdvXnWHUu0iIiKYPn06b775ZnWHIuqRhIQEWrRowZQpU/jiiy+qO5xaY/r06WzYsKFUA+YLIYQQQgghah7pRieEEJWkYKyfWbNmVXcoQgghhBBCCFFlJNkkhBCV4Pjx4/znP/+hT58+AWNmCCGEEEIIIURdJ8kmIYQIsjZt2tCuXTsaN27MJ598Ut3hCCGEEEIIIUSVkjGbhBBCCCGEEEIIIUTQSMsmIYQQQgghhBBCCBE0kmwSQgghhBBCCCGEEEFjqO4A6hqfz0diYiKhoaFomlbd4QghhKgllFJkZWXRqFEjdLrK+y3I4XDgcrmCUpfJZMJisQSlLlG/yfWTEEKI8qiN109QP66hJNkUZImJiTRt2rS6wxBCCFFLnThxgiZNmlRK3Q6Hg5bNIzhz1hmU+uLi4jh69Gidv1gSlU+un4QQQlREZV8/tWgZQdKZ4Fw/Qf24hpJkU5CFhoYC+S/2sLCwMm+vlCIjI4Pw8HD5Za8Yco5KJueodOQ8lUzOUcmCdY4yMzNp2rSp/3ukMrhcLs6cdXJ8x3jCQit2CZCZ5aF590W4XK46faEkqkZFr58qU137HKxLx1OXjgXkeGq6unQ8delYqur6KemMk31HRhMaVvEUSlamhw6tltX5ayhJNgVZwZs1LCys3MkmpRRhYWG1/o1fWeQclUzOUenIeSqZnKOSBfscVcV5DgnVERKqr1AdPnxBikaIil8/Vaa69jlYl46nLh0LyPHUdHXpeOrSsRSoiuMIDTETFmKseEU+d8XrqAUk2SSEEELUM77f/lW0DiGEEEKIekNp+Y9g1FMPyGx0QgghhBBCCCGEECJopGWTEEIIUc/4fntUtA4hhBBCiHpD/fYIRj31gCSbhBBCiHpG4UNVMF1U0e2FEEIIIWoTzaeh+YIwPmcQ6qgNpBudEEIIIYQQQgghhAgaadkkhBBC1DNepfCqirXhruj2QgghhBC1iabyH8Gopz6QZJMQQghRz6jf/lW0DiGEEEKIeiMYg14W1FMPSDc6IYQQQgghhBBCCBE00rJJCCGEqGe8vz0qWocQQgghRH0h3ejKRpJN9YDP50PTNDStfox6L4QQ4vzyZ+6taDc6IWoepRRKgU4n1zxCCCGCS5JNZSPJpjpKKcW2lXtY/unP7N9yGA2NLoPbM/qqwXQe0La6wxNCCCGECJqkI1ms/vAom787iTPHQ4NWIQye3oJB05pjNOurOzwhhBCi3pFkUx2klOLr1xbz7X+X4HZ5MFtNoBTrv9/K1uW/MuPvkxhz1ZDqDlMIIUQ18QVhNjqfzEYnaogjW1N584b1pJ9xYDTr0Bt1JOxMJ2HHdnYtO8Nf3+qHySqXvEIIISrIp/IfwainHpABwuugfZsOM/+Npej0OmIaRRIaaSc0KoTo+Ai8Xi+fPDufkwfPVHeYQgghqokK0kOI6uZxefm/uzeTfsZBZCMrYbEW7BEmIuOt2CON7Fp+huXvHK7uMIUQQtQVcgFVapJsqoNWfrkBl8NNSIQtYLmmaYTHhJKX7WDNt5uqKbq6K3+ciHr06SGEEEJUs90rz5J0OJuwWHOhcZpMVgM6Paz95CgelwxpL4QQQlQlaVNcBx3ekYDBpC9yQHBN09DpdRzeebwaIqubfj1ymh/W72XL/hP4fIpOLeO4aGBH+nVsJoOyCyFqJC8KbwV/Wqvo9kIEQ+K+DJSi2HGZLCFGMs86SD/jIKaZvYqjE0IIUacEq2VSPbmEkmRTHWS0GFHn6Qfq8ymMZmMVRlR3Ldq4jze+WYfD6cZsNKBpGht3H2fLvhNMH92Tq8f2loSTEKLGCcaQA/VkuAFRw+mNOvitZXFR37fKl7/cYJLG/EIIISpG8+U/glFPfSDfvHVQ71Fd8Hp8+HyFX8VeT34z8p7DO1V1WHXOyXPpvPXtz3g8PmIjQggPsRJmtxAbEYJep+Oz5dvZcSixusMUQggh6qwOQxtgtOhxZHuKXJ+X6aZZtwjCG1qqODIhhBCifpNkUx10wWX9iGgQRuqZDH9yCcDj9pCalEHDptEMvLhXNUZYNyzffJAch4vIUGuhX1PD7BZcbg9LftlfTdEJIUTxfEF6CFHdmnYOp9PwhuRmuHHm/p5wUj5F5jkHBrOeUTe2kVbGQgghKi5YF1D15CJKutHVQQ2aRHPnq9fy2j0fknI6zT9otU6n0bhVQ+545VpCI2Xcgoo6dPIcOk0r9gLWaNCz73hSFUclhBAl86Hho2I33xXdXohg0DSNa17shTvPy/5158hOdeWPhaGBNczIxL91oudFjas7TCGEEHWA9tsjGPXUB5JsqqM69mvD8z88yMZF2zmyMwFNp9GuV0v6ju2GxWau7vDqBINejzrP6G4+pTAZ5S0mhBBCVKaQSDO3fzyY/evOsWvZGZw5HmKa2eg7qakMCi6EEEJUE7kTrsPsYVZGXjGQkVcMrO5Q6qTeHZry86/H8Hp96PWBPVKVUni8PgZ0bl5N0QkhRPFkgHBR1+h0Gh2HNqDj0AbVHUqtpJQiY+85sg4mo+k0IrvHY28WUd1hCSFEzRKsLnDSjU4IcT7De7TmqxU7OJWcQXSYDYM+f9plr89HSmYOkaFWxvZrX81RCiFEYdKNTghRIPdkBrtfWE3GnrP43F5QoLcaiBnYnE53D8YYJoOrCyEEyGx0ZSUDhAtRTiE2M49eN5amDSJIy8ojKS2LpNQsUjJziQmz89DM0TSKCa/uMIUQQgghiuRMy2Pbw4tJ3X4ancWAOdaOuYEddDqSfjrMjieX5yeghBBCiDKSlk1CVECrRtG8fs8U1u06yq9Hz+DzKdo2jWVYj1aE2uSXQCFEzZTfCryiLZuEELXd6cUHyElIxxxjQ/eHIQGMISZ0Rh1p2xJJ/uUkDQZX77AAORku8jLdhEabMdvk9kUIUV3Ub49g1FP3yae1EBVkMRsZ1acdo/q0q+5QhBCiVBQVTxbVj8skIeq208sOgU4LSDQV0JsNuNIdnF1ztNqSTQm701n0xgF2LjuNx+PDYjfSb2ITxs9uR1QjW7XEJISov6QbXdlINzohhBBCCCHqIXemE52h+NsBTcsvUx0ObU7hpavWsv6rBLxehdGsx5HtZuk7h/jX9DUkn8yplriEEEKUjiSbhBBCiHqmYIDwij6EELWbrXEYPlfRYzIppUCBtVFoFUcFPp/io4e3kXHOQXRjKyGRJix2A6HRZiLjLJw+mMW3L+yp8riEEPWcL4iPekCSTUIIIUQ940UXlIcQonZrNL4daBpeh6fQOk+2C53ZQPyoNlUe14ENyZzan0lYtBlNF5jY1ht0WEMNbFucSHpSXpXHJoQQonTkSlEIIYQQQoh6KG5ka2IHNMOd6cCZmovX6cHrcONIzsHn9NB0UifCOsRWeVznjmfjdfswWfVFrjfb9LjyvCSfyK3iyIQQQpSWDBAuhBBC1DNKaShVsW5w5dne4XDw1VdfceLECW6++WbCw8OLLbthwwZWrlzJ6NGj6dOnT0VCrbO2bdvGl19+SZMmTbj55psLrXc6nXz55ZccOHCAqKgorrjiCuLj48tUT1ZWFk8++WShbf7yl7/QtWvXgGXLly9n1apV2O12pkyZQps2Vd8iRpSNzqin62MjOT5vJyd/2Ic73QEa2JuE0+yyzjS5tBOaVvVdZs12A2jg9frQFzF4udej0Ok1zLaik1FCCFEpgtUFrp50o5NkkxBCCFHPeH97VLSOsnj11Vd57rnnaN26NWvWrGH69OnFJpvOnDnDtGnTOH36NBaLRZJNf5KTk8OoUaNwOBwopYiMjCyUJEpOTmbQoEGEhoYyYcIENm7cyJNPPsny5cvp2bNnqevJycnhxRdf5N577yUuLs6/3Gw2B5S77777mDt3Ltdddx2HDh3i8ccf5/vvv2fUqFGVdBZEsBisRlpf15vm07uRdyoTdBr2puHojNWXyOk4pAGhUWZy0tyExZgLrc9Oc9GiaySNO4STlZVZDREKIeolSTaViSSbhBBCCFHpOnTowM6dO9m7dy9Dhw4ttpzP52PmzJnce++9PPbYY1UYYe2h1+v597//zYABA7jxxhs5dOhQoTLPP/88LpeLn3/+2Z8YuvPOO7nllltYv359qespcO2119KlS5ci1+3atYuXXnqJH3/8kXHjxgEwa9Ysbr75Zg4cOFDRwxVVxGA1EtomurrDACA0yszI61rz3Ut7yUp1Yo8wodNpeD0+slKcGM16Lry1PTqdTFQghBA1lYzZJIQQQtQzPqULyqMsxo4dS3R0yTeyzz77LHq9nttvv728h1fnWSwWBgwYcN4yBw4coFu3bgEtkPr378+GDRtITEwsdT0F3n//fR577DE++OADsrOzA9bNnz+fhg0bMnbsWP+ya6+9loMHD7J79+7SHpaoZ9LSHKxbm8DaNQmkphYe6PuSOztw4a3t0Ot1pJ3OIzUxj4wkB/YIM1c93YO+E5pUQ9RCiPpMC+K/+kBaNgkhhBD1jA8dvgr+3lSwfWZmYBcWs9lcqItVaa1fv57XXnuNrVu3Vss4MXVJp06deP/998nKyiI0NH/q+hUrVgCwf/9+GjVqVOq6oqKiyM7OxmKx8PLLL/Pwww+zZMkSOnXq5K+vZcuWAX+z1q1bA/lJr86dOxeq0+l04nQ6/c8LXkdKKZRSZTzaylUQU02Lq7yq+3hyc928+u+NfPv1PjIynKAgLNzMpZPacdc9A7DbTQDodBpTHuzC8Jmt2L4kkZwMF1HxNnqOa4Q9whRwHPK3qZnkeGquunYsVbczgtMFrvaf9lKRZJMQQgghyq1p06YBzx9//HGeeOKJMteTnp7OVVddxRtvvBEwNpAon7/97W8sWLCAHj16MHbsWA4ePIjL5QIgN7f0M3iFhYWxZ88eGjZsCMCTTz7JqFGjmD17NqtXr/bXFxYWFrBdwXhcOTk5RdY7Z86cIgcez8jIqHE3P0opf2uuupAErc7j8Xi8PP/sz/yy4RQREQYaNQ4BIDfXw7Ile0lLzeDBvw/G+Ifxogwh0Oey32fE85BHRkZ+Syj529Rscjw1V106lj//6CVqDkk2CSGEEPVMMMa3LNj+xIkTAYmG8rZqevnll1FKsXfvXvbu3Qvkt35Zvnw5JpOJW265pYIR1y8RERFs27aNpUuXcuTIES666CLi4uLo168fUVFRpa7HZrNhs9n8z/V6PTNnzuTmm2/G7XZjNBoJCQnh1KlTAdulp6cD+FtV/dlDDz3EPffc43+emZlJ06ZNCQ8PL5S4qm4Fya/w8PBaf1MG1Xs8ixcd5rtvjxMeZgYM/N64zUBenmLhggRGje7AhRe3LVV9Nelvc3JrKls+Os7BFUkoHzTrE0nPq1rQdmSDUsdWk44nGOR4aq66dCxVGr8MEF4mkmwSQggh6hmf0uEt45hLRdUB+S1fgpEc6N+/P06n05+kgPyL4by8PDIyMipcf31kMBi48MIL/c9feuklbDYb3bt3r1C9Ho8Hj8eDz5d/tdypUye+//57vF4ven1+i5R9+/YB0LFjxyLrKK67paZpNfLGpyCumhhbeVTX8fyw8CAej8JiNfLnBmwWixGf18GC7w5y0SXtSl1nTfjb7PjqBAsf2Ikr243BqkfTNPb+mMTB5ecYcntbht/bvtTx1YTjCSY5npqrrhxLbY+/LpNkkxBCCCGq3UUXXcRFF10UsOzNN9/kkksu4a677qqeoGqx3Nxcjh075h9XKSkpiZdeeolbbrkloKVSSTZv3kzHjh2x2+0A5OXl8fbbbzN06FB/suiyyy7j73//O1999RVXXHEFAG+99RbdunWjXbvSJw1E3Zd4KgujofhEt8GoIzExqwojqri0hBx+/PsuPA4vYY2tATe+uWku1r52kGb9omh9QYNqjFIIIaqeJJuEEEKIekahoSo4E0pZt1+7di1r167l+PHjALzxxhtERkZy8cUX07Vr1wrFUh/985//JDU1lV9++YW0tDTuu+8+AP71r38B+b/0Xn/99TRt2pSIiAjmz5/PsGHDeOaZZ8pUz4kTJ5gxYwY9evQgNDSUpUuXEhoayv/+9z9/HW3btuUf//gH119/Pd999x2JiYls27aNxYsXV8WpELVIw7gQtm9PKna9x+2jYUN7FUZUcTu+PEleuouwRtZCLSxskSYyTuWxbV6CJJuEqAM0X/4jGPXUB5JsEkIIIeoZLxreCiabyrq9w+EgPT2d8PBwHnjgASB/XJ+CQauLcvfdd9O3b98KxVlXxcbGYjKZuOaaa4pcb7VaWb16NT/88AOJiYn89a9/LfJcllTP5MmTGTZsGD/99BMpKSlceeWVDBs2zN9drsADDzzAhRdeyNq1a7HZbHz22WfExsYWWaeovy6+pC1LlxzBkefBYg28DXE4PGgaTLi0drWGO70zHTQNTVf0Z6LBrOPklrSqDUoIUTkUwZlJrmbNg1FpJNkkhBBCiEo3evRoRo8eXaZtHn/88UqKpvabNWtWiWVMJhOTJk2qcD1RUVFcfvnlJZbr1q0b3bp1K7FcXeT1+MhLdWGw6LGEGas7nBpr9NhWDB7SlDWrjmO3mwgNMwGQleUiO9vFoMFNGTOudTVHWTYGs+68Mygqn0JvqtgYeUIIURvViGTT2rVr2bdvHxdffDHx8fHlKuN2u1m5ciVJSUl07dq1yMEvg1VGCCGEqM18Sucf4LsidQhR37lyPWyee5Qdnxwn+6wDTa/RcmgsfWe1pln/6OoOr8YxmfS88tp4npuzjh+/P0TSmRwAQkJNXDGtMw/+fTAWS424PSm1lkNj+fW7RLweH/o/jUellMLj8tF+TMNqik4IEVRKy38Eo556oFo/zb///nseeOABDAYDO3bsYMWKFYUSSaUpk5KSwqhRo8jOzqZr167ceuutzJw5k9deey3oZYQQQojazocOHxVMNlVweyFqO1euh6+u/4Wja86h6TVMdgM+j49935/m6OpzXPJyTzpc3Ki6w6xxwsLM/GPOSO64sx87d55FKUW3bg2Jiw+p7tDKpculjfn5jUMkH84mtKEFvTH/s9HnVWQnObBHm+l5VfNqjlIIERS+3x7BqKceqNZkk06nY968eURERNC0adNyl3nooYdwu93s2LEDu93Opk2b6N+/PxdffLF/yt9glRFCCCGEEGLL+0c5uvoc1mgTRsvvY1hZwhVZZxws/vtOWgyJwRJuqsYoa66GcSGMiaudCaY/soQZueJ/ffnips0kH85GefO71Gk6jZAGZib9uyexbUKrOcrgUkqxatkxvvpsLzu3JqE3aFwwsjlTr+pM524yELoQIl+1/ix54YUX0qVLlwqV8fl8fPbZZ1x//fX+aXn79u3LgAED+PTTT4NaRgghhKgLfEF6CFFf+XyK7Z8cR9NrAYkmyJ8JMCTWTPZZJ/u+P11NEYqqFNcpnJsWD2PyK73oPaM5Pa9sxkX/6MotP42g7Yi61YVOKcW/n9vAPTcvZuXSY+TmusnMcPLlp3u48arvWLTwUHWHKETlUUF81AO1q1N0EU6cOEFmZiadOnUKWN65c2e2bNkS1DJFcTqdOJ1O//PMzEwg/4P4fIMFFqdgu/JsW1/IOSqZnKPSkfNUMjlHJQvWOarKcyzd6ISoGEe6i+wkBya7vsj1OoMOTYO0ozlVHJmoLiabgR5Tm9JjatE9MeqKNSsS+PDdHRhNOmIa2PzLlVKcS8rlmb+vokevOOIa1f5Wa0IUImM2lUmtTzYVJHciIyMDlkdFRfnXBatMUebMmcOTTz5ZaHlGRka5k03Z2dlA/i9jojA5RyWTc1Q6cp5KJueoZME6R+f7rhFC1CwGix6dXsPnKfpaLz8BDQZr0ckoIWqrrz/bg9vlIybWFrBc0zRiGtg4czqbH747wPWze1VThEKImqLWJ5usVisAWVlZAcuzsrL864JVpigPPfQQ99xzj/95ZmYmTZs2JTw8nLCwsDIfT0GCKjw8XG7siiHnqGRyjkpHzlPJ5ByVLFjnqCrPr09pQZiNTl4Pov4y2Qy0HtGQ3d+exBJhLPT+dWV7MJh1tB4p49eIumXX9rOYLcW06NNpoGDvr8lVHJUQVURaNpVJrU82NWvWDKPRyLFjxwKWHz16lDZt2gS1TFHMZjNms7nQck3Tyn3jULCt3NgVT85RyeQclY6cp5LJOSpZMM5RlSab0PBRsf1VdHshagLlToe8o4AO7G3R9LaSNvHrO6sVh1ecJeu0A3usGb1Rh1IKV7YHR4ab9hc1Ir57RGWFLkS1MP72Oj8fk1la9Im6SfPlP4JRT31Q6wdcMJlMjBs3jnnz5vk/+E6fPs2KFSuYMGFCUMsIIYQQQojaT3ly8B17FbVjBmrv3ai9d+X//+T7KJ+rVHU07hXFhFd7ERpnIeeck8zEPDITHXidPjpc0ohLXu4pSXpR5wwb1QKn01tkwsnt9qLpNPoPalINkQkhappqbdl08OBBVq1aRVpaGgDff/89hw4dolevXvTq1avUZZ577jkGDRrElClTGDBgAP/3f/9H7969mTlzpn9fwSojhBBC1HY+peGtYBNu6UYnaivlc6IOPgoZm0BnAUMEoMCTgTo5FxynoPVDaFrJv8m2GxtH80HRHPjxDKlHszFY9LQe0YCGXaTrsaibplzZiQXfHCDpTA6xDWzo9fnvE7fby7mkXFq1iWTU+JbVHKUQlUS60ZVJtbZsOnfuHBs2bGD//v3ccMMNpKWlsWHDBk6ePFmmMp06dWLnzp306NGD48ePc/vtt/PTTz9hNBqDXkYIIYSo7RS6oDyEqJVSfoLMLWCMBGME6IygM4ExCgwhkPoTZG4vdXXmECNdpzZl2N86MviOdoQ2sZF2Kg+3w1tphyCql3Jl4ju8AO/aR/CuvBfvttdRqfuqO6wq0a5DNP98cSSRUVbOnskl8WQWiSezSDmXR+u2Ubz81njsdlN1hylE5VBBfNQD1dqyadCgQQwaNKjCZSB/zKXHHnusSsoIIYQQQojaSZ1bDEqBrvCYm+hs4MlCpSxHCy/bbFrHNqey8o2DHFh9Dp9XYQ030veKZlxwU2tCoorYl6iVVOZxfBuegexTKKXhdPrwHt2Je8tCjjlH03DMDTRpF1HdYVaq4WNa8lWPhvz43UH27UnGYNDRb2BjRoxtic0mP9ILIfLV+gHChRBCCFE23iB0o6vo9kJUG1dSfkumomgaaDpwJpWpyr3Lz/DRLVvIS3dhDjVgMOvISXWx7JUD7F99llkfD5SEUx2gvG58m56H7FO4tAiSTuThdnpRykCIzUkT3SI+vMdDt2lTGDuz+AmG6oKYWBszb+he3WEIUbUUEIzBvetJyyZpAy+EEEIIIeoPYxT43MWvVz4wRZW6Oleeh68e3kleppuIJlZsESbMdgOhsWZCG5g5sS2dlW8cCkLgotolbYLMBJQxnKSEPFwOL3qDDqNJj9Njw2j0Majrr3zw1DZ2rS1bwlIIIeoaSTYJIYQQ9YxCC8pDiNpIixkDqKITTt480AxoUSNKXd+eZUmkncglNNZcaFBwg0mHwaJj8xcncOZ6Khi5CBZnjodfvzvF+rcPs+OLE+SmlW4GQpW6H5SPnBwNt9OLwajjj39yp9tEyybJ4Haw9ENJMApR5xQMEB6MRz0g3eiEEEKIesardHhVxX5vquj2QlSb6DFw7kfI3gP6ENDb8pd7s/OTTZEDIaJvqatLPZ4D5CeWimK26cnLcJOZ5CC2ZUiFwxcVs/OrEyz75x6yzjiA/OG7bNEmhtzSloGzW5cwi2B+3xdHjgeloLiiFruOXWuT8PkUOl39uKkUol4I1uDe0o1OCCGEEEKIukUz2NHa/ROiRgA+cJ0F1znQ9NBwIlqbx9C00v8ea7IZUAqUr+i7B69HodNrmO3yG2912/tDIgv+toOsJAf2WDNhjayExllwZnlY9s89bHz3yHm31yLbg6ah04pupWY2ukhMboDTbUQpVexrQggh6gP51hNCCCHqGR8avgp2g6vo9kJUJ80UjdbuKVTeCcg9AOggtAuaKbbMdXUY2QCzXU9ephtbRODA40opHJluOo6OI6yBJUjRi/Lw+RSrXzmAO89LWCOLvwWTTq8REmsm66yDn984RM8rmxefGIzrB6FNsecdIUNnRKmCbnQKq9mJT+nYuLcrzlwf3YY1QG+Q3/WFqFOC1QWunnSjk09AIYQQop4pSDZV9CFEbadZm6JFj0KLHlGuRBNATIsQek9piivHS266C6XyW7N4PT4yzzgxhxgZPrtuz0xWGyTtyeDc/iyskcYiu8rZIk1knXFwdO25YuvQ9EZ0ff+GMaIxURF5hFqzCLHmEB6SjU6nWL2jNxu2NUdv0DHm6taVeThCiGqgfFrQHvWBtGwSQgghhBCiAiY+1RWlYOtXJ0hPdKDT5Y8FFBZnYdJTXWk7pHyJLBE8jkwPPq9Cbyz6t3adQcPnVTizzj+QuxbeEsPIl8hb/R2nf16GTjlIPBfNxl/bs+9wA4xmxYTZ7el3YZPKOAwhhKg1JNkkhBBC1DM+dPgq2Li5otsLUZcYzXqmPt+D4bPbsGfZGZzZHqKa2ekyPg5LiLG6wxNARBMrBrMOd563yISTx+HDYNYR0cRaYl2aJYLGY6/B0OEyVn5+lE0/n8KlvAy9LIrhU1vSdWjDEgYaF0LUTtpvj2DUU/dJskkIIYSoZ3xKw1fB8QIqur0QdVFsqxCG/VW6zJUk4VA6G1acJC/HQ6NmoQwe2xRbiKnkDSsgspmdVhfEsveH05jsBnT63z/DlFLkpjiJ7xpB037Rpa6zYbMQpt3XlWn3da2MkIUQNY3vt0cw6qkHJNkkhBBCCCGEqHROh4dXH9vAT/OP4sj1oP3W3TAmzsbtT/bnggtbVOr+Rz3UidO7Mkg/kYs5xIDBosfr8uHIdGOPNjP+qS7odJJIF0KIYJBkkxBCCFHPqCAM8K3qSRNwIUTw/Ofxjfww7yBWu4HYRjY0TcPj9pGSlMtz96wlLMJMj4Hxlbb/2LahzJw3iDWv7mffojO4sj3ojDo6XhTPkNvb0aRnZKXtO1gyD6ZydmMiPpeXkBbhNBzcFL1ZX91hCVE/qN8ewainHpBkkxBCCFHP+JQOn6rgmE0V3F4IUb+cOJLB8m+PYLUbCA03+5cbjDpi4mycPZXD5//bXanJJoCY1iFMfqU3OSlOss86sUYaCYsreZym6ubOcrHj2Z9JWncCn9PrH/LF1iiU7g8NIqZ35Z43IQSgtPxHMOqpByTZJIQQQgghRCVTStXrQaM3rjiJI89DbLyt0DpN07CHmti+/jTpKQ4ioi2VHo892ow92lxywRpAKcX2Z9ZyetVxjCEmTOFmNE3D5/aScyqLLY+sZOCr4whrG1XdoQohKkleXh4//fQT586dY8iQIbRpEzg+oM/nY9WqVRw9epSwsDCGDBlCXFxcNUWbT5JNQgghRD0TjPEt68nYlkJUiHK7yN2yidzNG/Emn0OzWLD26I2t30AMUaUfiLoucOR60DSKTbjpjRouh4+8HHeVJJtqk7Rfz3F2/UlMYWYMtt9nN9QZ9Vgb2Mg7k8PRL/fS/aHB1RilEPVANbVs2rhxI1OmTCE+Pp4ePXrwyiuvcMsttzBr1iwAUlNTGTlyJJmZmQwfPpxTp04xc+ZM3n33Xa666qqKx1tOkmwSQggh6pn82egq2o2u/rbQEKI0fC4naR+9h/PAPgA0oxFfZgbZK5aQt20zUdfciLFxk2qOsurENwsFwOP2YTAW/vxx5HgIj7YQ1aDmd2mramd/PonP5cUUWTgJp2kaequB0ysT6HrfAHRGGb9JiErjA3xBuP4pwy926enpXHrppUydOpXXXnsNAK/Xyy+//OIv8/7773Ps2DESEhIICwsD4M477+Shhx6q1mSTDLgghBBCCCFEkOWs/gnn/r3obDb04RHobHb0oWG4LJGkn84g5fNPUL7600Zw0JimxMbbST2Xh1KBo+O6XV5cLi/jprTBbJHfwv/Mk+cBTSu2VZhOr0N5fPjc9ef1JER98cEHH5CZmck///lP/zK9Xs/AgQP9zw0GAyaTCZvt927KkZGRGAzV+3kqn+ZCCCFEPSMDhAtRuZTbRe6mDaDXoxlNABw6ZWTZZju7j5nx+eIIt7oZm7GKiX8bisVWNy/JM1OdnNyfgU6v0aJLJHc+PYB/3rWas4k52EKMGAw68nI9uF0+OvWMZepfO1d3yDWSvXEooFBehaYvnHDyODyENAtDb62bryMh6qrMzMyA52azGbM5cCy5devW0adPH9xuNx999BFGo5H+/fvTokULf5kbbriB1atXc+GFFzJ27FgSExNZtGgR7777blUcRrHkE0kIIYSoZ2TMJiEqlzctDV92NjpzfrenbQfNzP0hglyHDovJh04HyZkGPnnjGLv3+3jonQuw2o0l1Fp75GS6+OKFX1n7zXHystygQXishbHXtOGZd0bx9Xt72LL2NC6Xj8hoC+OvaMuUGzoRXkQ3MQGNRrZg/zvbcablYY62BrRw8jo94FM0u7RdvR6AXoiqoHwaKgjd6ArqaNq0acDyxx9/nCeeeCJgWUpKCpmZmQwYMID+/fuTlZXFtddey/PPP8/tt98OgE6nIyoqil27drFnzx5OnjyJyWQqlLiqapJsEkIIIYQQIpj0etA0lPLhcGp8vDQch0tHVJiXgnyA1eDBa9Oxc+0Zfnj/AFNurRutehy5Hl68YS27fz6LxWYgNMqMUorMZCefPbeLkVe34sm3RpKZ7sSR6yEyxorJLOMMnY852krnO/qw64UN5CXlYLSb0PQanlw3yquI6deI5pPaVXeYQogyOnHihH+MJaDI5JDNZmPnzp1s3bqVnj17AvDmm29y++23c8UVV9CwYUOefvppFi1axO7duwkNzR8f78knn2TixIkcO3YsoHtdVZI28EIIIUQ940MXlIcQomj6yCgMDeNQeXlsO2ghPVtPmP33RBM+H2g6zKE2dHqNpfMO4/HUjfaCa78+zt4N54iItRAaZcZg0mE064loYMESamD1F8c4uCWF8EgLDRuHSKKplJpe3JY+c0bSoH9jlFL4XF4sDey0/2tP+j47AoO17rSME6LGUkF8AGFhYQGPopJN7dq1IzY21p9oAhgzZgwej4d9+/InoNi4cSNDhgzxJ5oAxo8fz7lz5zh8+HAwz0CZSMsmIYQQop7xoVV4Njkf0l2juiUmJjJ//nxiY2O5/PLLC61XSrF69WoOHDhAVFQU48ePx263l7kep9PJqlWrOH78OC1atGDEiBEBg47m5uby9ttvF9rukksuoU2bNhU8ytpJ0+kIGTKc9C8+4fQZLxoKfUF+VvnA50Nns6EZjFjskHY2j6w0J5GxtX8mtjVfHQPAWEQSyRZqJDkzl/ULEmjXJ6aKI6v9GgxsTIOBjXGm5uFzeTFHWdGZJFknRJVRWv4jGPWU0uTJk3n55ZdJSEigWbNmAGzbtg1N02jVqhUALVu2ZP369Xi9XvT6/M+ELVu2oNPpaN68ecXjLSdJNgkhhBBC1CJ5eXnMnDmTX375BZPJRJMmTQoliXJychg3bhwnTpxgzJgxHDhwgLvvvpsVK1bQunXrUtfz448/ctttt9GmTRuaNWvGiy++CMDy5ctp3LgxkD/A6d13382MGTOIjo4OiKE+s/ToTWhGOuZtv6B8CuX2oOkANDSrFX1kFABejw+dXsNcRwZ3Pncip8hEE4D224xqyadyqziqusUcVfuTkkKI0hk8eDA33HADI0aM4LrrriMrK4u33nqLBx980D/m00MPPUT//v0ZMWIEF198MSdPnuTdd9/l0UcfDeimV9XqxreaEEIIIUrNh1bhlknSsqn6KKWYPn06n376KTfffDOHDh0qVOaFF17g0KFD7Nu3j4iICACuvfZabr75ZpYsWVLqeiIiIli7di3x8fEAuFwu+vbty4MPPsiHH34YUPaBBx6gS5cuQT7a2kvTNEKGj2aI1pwfrlqLS2fCatehs1jRzGZAQylFXrabIZc2xxZSN7pBhcdaSD+bV+x65VOEx8hA4EKIWqgaWjYBvP322yxcuJDVq1cTGhrKwoULGTJkiH9969atOXToEPPmzePIkSPEx8fz008/MWDAgIrHWgGlTjY5HI4yVWyxyJeIEEIIURMpVfFudCoYF1uiXGw2W5Hd3f5o+/bt9OvXz59oAhg7diwzZszg3LlzxMbGlqqegQMHBjw3mUwMHjyYzZs3Fyr7448/8vPPP9OmTRuGDRvmb8pf37W7oA39LjnDuu8T0OlMWE0GQMPr8ZF+zoE9zMQl17Wv7jCDZuhlzTm6Kw2P24fBGDi2myPHjcGko/9FTao0JqUU2clOvG5FaAMzekPRY865UrJJ33IUb54bc8MwInq3RGeU17EQ4jdKgyDMRleehNUll1zCJZdcUuz6iIgIZs+eXer6fD4fmZmZpS6v1+sDxoQqjVInm6zWsjXXVEqVqbwQQgghhAiOVq1a8c033+ByuTCZTED++A1KKfbs2cOwYcPKVa/D4WDRokWMHz8+YLnJZGLVqlXExMTw9NNPExUVxYIFC/zjS/yZ0+nE6XT6nxdc8Cqlatw1ZEFMFYnr1uf7AYotPyWScsaVP1C4goiGVmY92YeOfWOr7LiDcTznM/Ty5qz+6ijHdqVjCzdhDdWjFORkuHHleOgzvjGdBjcIyv5Lcyy7F51m/dwjnNyejlKK8HgrfWc0Z+C1LTH8Nt6R8vhI+GQdZxfvwpPjRNM00MDcIIIWs4YR2btlhWMN1vHUJnI8NVddOxZRdnv27KFr166lLt+5c2d+/fXXMu2jTN3o1qxZU6pyQ4cOLVMQouZJdeRyOCMVnabRMTIWm9FU3SEJIYQIEoUOVcHZ5Cq6vahc9913H5999hkXXHABEyZM4ODBg2zduhWArKysctd78803k52dzSOPPOJfFhISwo4dO+jQoQOQP1bTkCFDuPnmm/n++++LrGfOnDk8+eSThZZnZGTUuBsHpRTZ2dlAfte48vrrs105eag5+zYn43R6iG1kp9vghljtRjIyMoIVbomCdTzF0uDm//RgwRv7OLg1GafDjaZBVFMjPYY3Z/yN7cjKKv2v6edT0rHs+PYUP79zGK9bYW+iR9PpcOTmsPq9PZw6eJaxD3RAb9RzesE2klftQQvVo28QiabT8Hm8ZGflsHfuMlroR2BvGRuUmCtyPLWNHE/NVZeOpSytcypKqfxHMOqpCVq3bs28efNKLHf48GGefvrpMtdf6mRT8+bNA/oFllRW1E4ZLgdv7trA4oSD5HhcaEC0xcZlrbtwTYdeGHXSlFgIIWo7r9LwVrAbXEW3F5WrUaNG7Nu3zz9+Q//+/bnlllvo379/QNe6srjnnnv49ttvWbZsGY0aNfIvDwkJ8SeaAOx2OzfddBN33313wMw4f/TQQw9xzz33+J9nZmbStGlTwsPDq3Uw06IUJL/Cw8MrfFMW0SeCLn2Kbu1VVYJ5PMUJDw/n1hcbcupgJsf2pKHTabTvG0NUnC2o+znfsaQcy2HFP4/icUForAWVnT/buAEDrlwPu+Yl07ZvNl1GRpL1wx6MXh/GUDNkef11mDQzrpNZZP2wh0YPXxrU2Mt6PLWRHE/NVZeOpWrj1357BKOe6mU2m+nUqRN9+vQpsWx4eLh/5ruyKHWy6dixY6WutCxlRc2R53Hzt3U/sOVsIlaDgUizFaUgzengzV83kpiTySN9Rtb6DyQhhBCiPggNDWXWrFn+52+88QYmk4lu3bqVua7777+fuXPnsnTpUnr37l1ieZPJhMPhwOl0YrMVTjCYzWbMZnOh5QWzldU0BXFVdmxKqSo5/qo6nibtwmnSLrxS91HcseycfwpHpoeIRtZC46OYrEZy0zxs/iSBpmHpeHOcmKJDC93+aZqGwWYic+cJ3Om5mCLtlXosBfusqe+D8pDjqbnqyrHU9virS9u2bfnuu++CXvaPytSNLjs7m5CQkDLvRNQOPx7fz9ZziURbrJj0v780ovU2st1OFh0/wKUtO9E9Jr4aoxRCCFFRwWgGXlOagIuiORwO0tLS/LPIZWdn8+9//5trrrmmzC2HHnjgAd555x2WLl1K3759C60/ePAgrVq18rdg8vl8fPTRR/Tq1avIRJMIdOxQOt98vJcVPx4lL9dDq7aRXHple8ZObI1RBqcut5SjOaBA0xV9I2qy6jl3MBtPriX/hruYcppej8/pxpvrgipINgkhajDfb49g1FMPlCnZFBUVRd++fRk5ciQjRoxg0KBBMutcHfLDsf3o0AISTQXsBhNZriyWJhyUZFMlc7jcbNh1nD1HzwDQtlksQ7q3wmquG1MiCyGqnw8dvgqOuVTR7UXFzJ07l8zMTHbv3s25c+f497//DcBdd90FgNfr5cILL2TEiBFERETwySefEBMTw4svvlimel577TWef/55ZsyYwbp161i3bh2Q32rqhhtuAGDdunVMmzaNkSNHEhoayoIFC0hMTGT+/PmVfh5qu60bTvP3W5aTmpyHyaxHr9fYsfkMO7cksWHlSR59aRgmkyScysNkN5y3p4rXo7BH6zHH5s+u5PN40RkKn2uf043eaqqSVk1CiBpOaeWaSa7IemqIBQsWsHnz5iLHUXQ6nVx66aV8+eWXZZ6JDsqYbHr77bdZsWIF//d//8czzzyDxWJh4MCBjBgxgpEjR9KvXz+MRrkhrq1O52ZiLGaa4oImlkl52VUcVb7sXCdrtx3h6MkUDAaNDs0i6d8jBJOxTC/hGu/IqRTmvL+UU+cy8Pnymw1oGnyyaAv3zxxJp5Zx1RyhEEKImuDkyZOkpqbSv39/oPAQBna7nZUrV/LRRx+RmJjIs88+y8SJE9HpdGWqJz4+njvvvLPQuj+O+3TttdcyZMgQFi5cSEpKCnfccQdTpkzBbpeb8/Nx5Hn4x/2rSUvJo0G8Hd1vLWvCIyE3x82yhUfo1qchU6/tXM2R1k7tRzXklw+O4c7zYrQGXt8qn8Lj9NF1QmMi+7XGFB2CKzUbY1RIQJcc5fHhc3poMK4reptMliOEqHueeOIJ3nvvvSLXmc1mevXqxVtvvcV9991X5rrLdKd+7bXXcu211wL5I5KvWLGCFStW8Oabb/LYY49ht9sZMmQIixYtKnMgovrFWOwk5+UWu14pRZS56pvDb917gn9/tJKU9FwUCg2IDTfyxfK9PHTjGOJjatZAouWVmePgmblLSDyXQWSYDeNvv655vD7OpGQy5/1lvHTXJGIjpSurEKJifGj4Kjg4ZUW3FxXz2GOPlVgmIiKC2267rUL1TJkyhSlTppS4rzZt2vhbQ4nSWb3kOIkJWUTFWP2JpgI2u5HsLBfffrKXKdd0KrS+MiilSD+YQWZCDkarnga9YjBYa++Pem2HxdKifzSH153DFmnCZNOjaRoep5fsZBdhcRb6zWyB3mKk+fXDOPzqElzJWRjsZjS9Hq/Tjc/hxtY8hsaXFe4+KoSoh+pYy6bc3FwOHjx43rEcBw0axLvvvlv5yaY/at26Na1bt+bGG2/kxIkTvPXWW7z66qssXry4vFWKaja+eTv2pJ3F7fMWmnUu1+3CqNMzqmnrKo0p4XQaz7+/nKwcJ1HhNvT6/F9k7SbF4YRz/POdJfzrnkmYTbX3YqjAqq2HOJ2cQXS43X+cAAa9jujwEM6lZbN80wGmj+1VjVEKIeoCn9LwVfBCp6LbB8usWbNYsGBBqcu/8847XHLJJZUYkRClc+RAKgqFsZhucna7kcQT2WSkOYiMtlZqLGkHM9j03HbObk3G4/Ci02vYGtro9Jd2dLy6TbHjGdVkeoOOK9/qwxd3buXIumTy0t1ov00kFdsmhMtf6Ul0i/zWd9FD2qEPMZP45SayD5zG5/KitxhpMKoTjaf2xxQtP/QJIahzyaZTp04RF3f+njONGjXi5MmT5aq/XHfoiYmJrFy50t+yKSEhgT59+nDrrbcybNiwcgUiqt/FLTryw7H97E07S4jRjN1oQqHIcjlxeDyMbNKaPg2aVGlMP67dQ2aWg9g/NWs2GvREhts4ejKFjbuOc0Hvqk2CVYZNexIAAhJNBXQ6Db1Ox4Zfj0mySQgh/iAtLY1p06YVOXD1n7366qs4HI4qiEqIkhl+a8Fc3Ax0Pp9C08BgLH58NK/Xx+6tZ8lIcxIda6VD99gyt4LKPJbF8tlryE7MxRxmwhxuxufxkXs2j83Pb8eT66HbTR3LdnCVSCnFue0ppOxKQWlg62AhrHdYkecwJMbMtR8N4MS2NI6sS8brVsR1CqP9yAYY/pTki+jRnPDuzXCezcTncGOKDsEQUjvHplVeL67D+/CmnEUzmjC16Yg+Iqq6wxJC1DBRUVEkJibicrkwmYruKnz06FGio6PLVX+Zkk2zZ89m5cqVHDt2jH79+jFs2DDefPNNBg0aJLON1AFhJjMvDr2YF7euYf2Z4yTlZqFpGqFGMxPbduLWbgPRVfHUkht2HcNk1Bd5AWEw6PH6fGzbd7JOJJucLg+aVvwFpU6n4XR7qzAiIURdpZSGquCvahXdPpiGDh3K5ZdfXmK5b7/9tvKDEaKUeg+K5/9e1+HI82C1BY55qpQiJ9vNoJFNCQ0zF7n96sXHeOfFrSQcSsfj8WE06WnTKYrZD/al96BGpY5j9/8dIDsxF3uczd+CSW/SY4u14kh18Ovc/bSZ3AJbg8ptXVUa2Sez+fmRX0jemYLX5QMNjM30HIw/zKBnBmCPK3w/omkazXpF0axXyckWTdOwNAyvjNCB/ATi8S2pZJ11Yos00bJfFHpDcCdbcB07RNaCT/EmJ/mnHtXMFiw9BxAybjKaQcbXFaK8gnH9VFBPTRAdHU2bNm14/fXXufvuuwut93g8vPzyy0ycOLFc9Zcp2fTWW2/RrFkznnvuOcaPH0/79u3LtVNRczWwhvDc4AtJyEpnf9o5DDodXaPjiLFWzyCfLrf3vL/QaWi4PXUjAdOmaSw7DiYW+QunUgq310vbJjHVFJ0Qoi6pS2M2ffnll5VSVojK1r1vHN37xvHL2lPodBpmS/5luc+nSEvOw2I1cEUxg4Ov+vEYT9+1krw8D+GRFkxmPU6Hh91bz/L3vy7jn/8bQ6+BJc8e7M71cGzxSQxWQ5Fd5cwRZnKT8khYdooOV7Wp2AFXkCvLxYrb15J+IB1zhBlzlB40hdfs5cyGs6y6Yy1j3huB0V4zkykHVp/l+2f2cGZ/Jh6XD71BI6ZlCOPu70D3CY2Dsg/PmZNkfvY/fNlZaPZQNKMRpXyovDzyNqxEedyETbw6KPsSol7y/fYIRj01xNNPP83kyZP59ddfueGGG2jVqhW5ubns3LmTZ555hnPnznHTTTeVq+4ypdLXr1/P7Nmz+f777+nVqxeNGjXiyiuv5K233mL//v3lCkDUTM1CIxjTrC0jmrSutkQTQOsmMThdRSeTfD4FGjSLj6ziqCrHqL7tsJqNZGQX7uKRlevEbDQwur8keIUQQoi6QKfTeOKVEfQaEE9mupMzp7I5fTKLs6dzsFgN3P34QAYOb1poO7fby1vPbyYvz0ODeDsWqwGdTsNqM9KwcQiZ6U7+96/NKKVKjMGV4cLr9KI3F31LoOk00CAvpfq7nx77PoH0gxlYY60YbAb/TMkGiwFLrIWUPWkkLCvfuCKV7dC6c3wwaxMnd6ZjDjEQEW/BGm4k6VAW8+7cyvbvTgVlP7nrV+DLzkQLj0T7bYZwTdOhs9nBbMG5cxOes6eDsi8hRN0wYcIE3nvvPebPn8/gwYOJj4+ndevWTJ48GZ1Ox/LlywkPL1+LzzK1bBowYAADBgzgoYcewu12s3HjRlasWMHnn3/OXXfdRWRkJMOGDePTTz8tdZ0ZGRl8+OGH7Nu3jzvvvJO2bdsWKnP69Gk++ugjkpKS6Nq1K1dddRVG4++/Wtx77704nc5C2w0aNIirrroKgM8++4w1a9YErG/UqBEPP/xwmfYlqta4QR3Yvv8kOXlO7Nbfm5ErpUjPzCXUZmZ4n+r9pS1YWjWO5i8X9+W9hb9wNjULi9mIBjhcbgx6PdPG9KRr65J/pRRCiJL4VMUH+PaVfB9b5Xbv3s25c+eKXKfX62nQoAFt27ZFpwtutxUhyiumgY3XPr2YjatPsn7FCRwOD01bhDN2Ymvim4QWuc2OX5I4dSyTyGhLoZbQmqYRFmlh/85kDu9NpU2n84+zYQo3YbDo8eR5MRYxIob67Y1ujan+sYuOLzmBpoGuiDGs9EYdoEhYcpLWE1tWeF8+lwdHYiqgsDSKRleBiWiUUix6fh95GS4iGlv9fzOjRU9EvIWM0w4WPb+XLuPjfjuOcu7H5cS5dweYzEUOP6FZrKiMNJz7dmJoINeTQojfzZw5kylTprB27VqOHz+OyWSiW7du9OzZs0L1lvuT02g0MmTIEHr16sXAgQNZtGgRb7/9NvPmzSt1suntt9/miSeeYMSIEXzyySdcfvnlhZJNBw4cYNCgQfTr14/+/fvzj3/8g/fff59ly5ah1+cP7Ne+fXtcLpd/m8TERObMmUOXLl38y1asWMHGjRu54YYb/Mv+PNBVafYlqtbA7i0ZP7gjP67dS26eC4vZCAp8boXJqOemqYNpEFX0xVhtNGl4N5rFRfL92j3sOJQIQN9OzbhwUCcGdGle5MWDEEKUlQrCbHQ1ZbyBP3r88cf56quvzlumRYsWfPLJJwwcOLCKohLi/AwGHYNHNmPwyGalKp+enIfb7S12FjuTWU9Olou0UrRGMtoMtBjflH0fH0KFmdD0ge9rR5oTU6iRZqOD082rIpwZrkLx/ZGm1+HMdBW7vjR8Hi9nF27m3NLtuFOzADBGhRA7pgcNLumLzlD2+4Ez+zI5uSMNW6SpyOSgPdpEyrEcjmxIoe3Q2HLHrlwu8HrR9EXf3mmahtI0lLP6W6kJUVspn4byBWHMpiDUEWw2m42xY8cGtc4yJ5scDgfr16/3z0T3yy+/4HK5aNOmDdOnT2fEiBGlrmvgwIEcPHiQtLQ0PvnkkyLLPPDAA3Tp0oXvv/8eTdO44YYbaN26NR9//DHXXHMNAH/9618DtvnHP/6BzWbzt2oq0Lp1a2677bZi4ynNvmoCj9vD/i1Hyct2EBMfSfNOjetsEkKn05g9dQgdW8WxaN1ejpxMQa9B706NGDWoK13alH4AzNqiV4em9OrQFK8vvzOvXn6BF0KIUnnppZf45ZdfePTRR5kwYQIREREcPXqUF154gbNnz/Laa6/x/PPPM23aNPbv34/VWv0DHgtRVhExVoxGPW6XF5O58KW8y+nFaNQRGV261kidr23HqdWnyTqZgynUhMFmQHl8ODPyEzddbuyALbb63ythLUNJ259W5DqlFMrjI7xF+X+AVD4fx99cROqq3Wh6Db0tv0W9OyWLUx+vIu9EMi1uvQitjNdl2SkuvG6FNaLo7QwmHV63j+zkwr00ykKzWtGs9vxudObCf3tVcF0ZLrPSCSECpaWl8dlnnxW5TtM0rFYrnTp1ok+fPmWqt0zJpuHDh7NhwwacTifNmzdnxIgRzJo1i5EjR9KkSZMy7Riga9euQP7BFcXtdvPjjz/y6quv+pMpTZo0Yfjw4cyfP7/IBJBSivfee49p06YRFhYWsO7QoUP87W9/Izw8nKFDh3LBBRdUaF/VYc03m/jm9cUknUjB6/FiMhtp3b05Mx6aSOtuzas7vEqh02mM6NuWEX3b4vZ40TTIzsoqd9/R2kKSTEKIyqLQUBUc4Lui21eG//3vf9x0003MmjXLv6xjx47MnTuXLl26kJeXx+uvv86yZcv49ddf6du3bzVGK0T5dO/XkMYtQkk4nEFsvD3gB0elFJlpDrr3j6N1x9IlFUKbhjDqzaFs/tcOzmw8R965PDSdhj3eRufr29N+WqvKOpQyaX1pC04sO4k7240xJHCIC3e2B71JT8tLyn8tnLnjGGlr96C3m9D/YegGndmIN89F2rq9RA3qSHgZZ0AOjTWjN+nwOHzoQwpf23lcPgwmHSGxRc86WFqa3oC11wByVvyA8noCWjgppVA5WWhWO+bOFesWI0S9prT8RzDqqUGSk5OZM2cOCQkJGAwG4uPjycvLIzk5GYPBQMOGDUlMTGTIkCEsWbIEi6V0P2aUKdnUtGlTrrnmGkaMGEHLlhXvD12ShIQEnE5noX21atWKdevWFbnNypUrOXz4MB9++GHAck3TaNiwIREREZw6dYrx48fzl7/8hTfeeKPc+wJwOp0B40VlZmYCv32ol2Jgxj8r2K6obX/6Yj3vP/ElXreXkCg7BqMeV56bvRsP8vxf3+aB/91Eyy6FB5KsSwx63XnPkcgn56h05DyVTM5RyYJ1jqryHNel2ej+6OjRowwZMqTIddHR0Rw5coSOHTvSqlUrMjIyqjg6IYLDaNRz09/68vRdKzl3OoewP8xGl5HqICzCzKz7+pSp1XtE6zBGvzGUjCOZZJ3IxmA1ENs9Gr255gwj0WhIPK0ubcHhb47izvVgCjGiNPCmuvHlKNpe0YaG/RqUu/7U1bvxeXwYrYWTPnqrCW+2g5Q1u8ucbGrYLpRmvSI5vPYcJru+UHIwJ8VFgzahtB5Y8RmHrQNG4DywG8+pYyijCc1kBp8PlZeLZjQRMnYiOntIhfcjRH2llBaUYQRq2lAEbdu2ZeDAgUyYMIF//OMf/kYdv/76K1dddRVPPfUU3bt3Z9KkSTz//PM89thjpaq3TMmmggTO1q1bi002ffbZZ0ybNq0s1RYrLy8PgNDQwCaxYWFh5ObmFrnNu+++S+fOnQuNxfDwww/TtOnviZgrrriC4cOHc9lllzFmzJhy7Qtgzpw5PPnkk4WWZ2RklDvZlJ2dDRDwZeTMdbL001WEN7QRGh34JRHTPIL0c5n88NFPzHhoUpn3WdsUd47E7+QclY6cp5LJOSpZsM5RwY8Vovy6du3Kyy+/zPjx42nRooV/+WeffcaGDRvo1KkTbrebPXv2VHjQSyGq07ALW6DphvPOi1tJOJROZpoPo0lPp54NuPmhvvQaWL4BoMNbhRHeKqzkgtVA02n0f6wPEW0jOPDZIXJO54IGIe3stPtLW9pPa1uhz2DH6TR0huJblWsGHc4zRffGOG/cmsaFD3Rk7p4M0k/lYYs0YbTo8Ti95KS5Mdv1XPhQR/QGXYV/dNDZ7ETMvIWcVYtw7tyMz+lA0zSMzVtjGzwac8fuFapfCFE35ebmsnz5cs6ePRvwOdqlSxdeeOEF3njjDb799luefPJJXn/99VLXW64BwsePH8/atWtp165dwPJ58+Zx3XXXBS3ZFBKSn1RJT08PWJ6Wllaoi1xBua+//po5c+YUWvfHRBPAsGHDaNq0KWvXrmXMmDFl3leBhx56iHvuucf/PDMzk6ZNmxIeHn7e7YpT8CUTHh4e8Idev3YrCb+eISwmlKyzeYW2c2a52bxoN9PvvJTo+Mgy77c2Ke4cid/JOSodOU8lk3NUsmCdo6o8v74gDBBe0e0rw+23386yZcto06YNXbt29Y/ZlJiYyLPPPkvLli1ZtmwZTzzxRKFJQoSoLVKOZrN1XgL7lpyhuzOUnr2jaDwois7D4+jYPRadrurem8rrwZt0HFwOdBGx6CLK37KoNHQGHR1ntqP99DZkn8pBKYU3zENkVGSFP0MNYVZ8Xl+x65XXhyG0iCn7/sR9Nhnn8ZOggbllM4zRUbTsF8117w/gh3/s5uTOdPIy3OiNOhp3DWfcfR3oPDZ4s8Pp7KGEXjQV+8iL8aWngdGEPipGvsOFCIY62o3u9OnTeL1elFKFPiu8Xi+nTp0CIDY2Fo/HU+p6y5VsuvXWWxkzZgzr1q3zj9X06aefcv311/PRRx+Vp8oiNWvWjJCQEPbu3cv48eP9y/fu3UunTp0Klf/kk0/w+XzMnDmzVPW7XC7/ySrrvgqYzWbM5sLNbTVNK/eHesG2f9w+KzX/C9Vg0EMRP3oYjUZysxxkpeYQ06juD/xX1DkSgeQclY6cp5LJOSpZMM5RVZ7fYDQDr2lNwCF/JpWlS5eyfPly1q9fT2pqKhMnTmTSpEn+lk6jR4+u3iCFqIDDa87xxS1byD7nRG/U0HQaniO5ZG7KIsZnolOP8s9mVhqZxzI5uuAYKbtSIDeF6NBDNGp8HJPFhWYwom/eGcuwqeij4io1Dp1RR1iLUJRSQesSGzmwA5nbjuBze9AZA2+RfG7vb2XaF7u9JzOLlM+/I3fPfpQjf4gNncWCrWdnoqdMoFX/aG6dP5TE3RlkJjmwRZpo2iOy0pKDOosNXVzJyTEhRBkoirwXL1c9NUiLFi0ICQnhpptuYs6cOcTE5Hfr3bJlC/feey8XXXQRAMuWLWPUqFGlrrdcyabHH3+c5ORkxo0bx+rVq1m8eDE33HADH3/8MZdddll5qiySTqdj6tSpvP/++8yePRur1cr27dv5+eef+dvf/lao/DvvvMOUKVOIigpMtng8HlatWhVwYj744AOSkpIYN25cufZV1cKiQwANj9uLwVi4/7zb5cZg0hMWU/5ZOIQQQoja7NVXX2XgwIGMGjWqTBdDQtQGuWkuvrpjKznJTsIbWdD+kKTITXWx+tWDNO4RSftRDStl/0fmH2XLc1txZ7nA60I5HSSqSA6Hh9Dn0lNERGXgObiF3OST2Kfehy6ichNfwRY5sD3JS7aTc/AUersFndUEgC/PhTsjF31ICMnbzpF9ZjMNhrXB1jjCv63P4STp7Q9xHjmOzmpBFxXx27Z5ZG/Ygjc9i7ib/4JmMNC4SwSNu1TDAQohRDH0ej1ffPEFM2bMoEGDBsTGxpKXl0dWVhaTJ0/mySefxOPxEBoayi233FLqesuVbIL8C7qrr76agQMHcuLEiXIlmjZu3MiHH35ITk4OAK+88gpffvklF110kT979uyzzzJ8+HB69+5Njx49WLRoEddeey0TJkwIqGv79u1s27aNl156qdB+NE3jxRdf5KGHHqJz584kJCSwfv165syZEzAjXWn3VR16DOtEZIMwMpKziGwYOAub8ilyMx30H9+d6LiI6glQCCFErVFXu9Ft3ryZqKgomWVO1Em/fneKrDMOQuMCE00AtigTGafy2PzRsRKTTUopPKeOk7VyB75zZ9CsVswdemDq0hudpeiWMMk7k9k8Zws+pxdrAwsqNQWMCqXpyc00seX7Jgyb6cUQasGXloRz0yKsY0rX06Cm0FtMtP7bZI6/tYisXcdxJ2fld9NzePC4dLhyIGPRXtA0Ej7bSrNpvWh+ZW80TSN7606cxxLQh4eiGX6/vdLbbPgMRvIOHCL3133Ye0iWSYjaTKn8RzDqqWn69+/Pvn37WL16NYcPH8Zms9GjR4+AXl5/HD6oNEqdbFq4cGGhZVOnTmXNmjVcffXVmEwmf5lLLrmkVHWGh4fToUMHAHr37u1fXtBsC6BBgwZs27aNxYsXk5SUxB133MGAAQMK1eXz+XjjjTcYNmxYoXV6vZ4ffviBnTt3sm3bNiIjI/noo4+Ijw/sH13afVUHa4iFy++6iPce/4KU0+mE/mE2uqy0HCIahDH51nHVHaYQQohaQKGhKjibXEW3rwzDhg3j+++/Z8aMGdUdihBBd2pHOj6fQqcv+r1ntOo5/ktqkWNuFFA+Hzk/fkn23u3YslLR6fQonw/XwT0YfllF2JWz0UcWnhXt0JeHcee4scfZUI5s8PlAp0fTwBTiZtcZHYvnRpPi8xFijGDYrr1M6pZBxJ9+IK3pjJEhtHnwcnKPnSXnYCKnl+wldftZ9KE2zFYjmqahlMKd6eDYh5swR9mIH9+JnE3bAQISTQV0JiO+bEX2lp2SbBKitqujYzYV0Ov1jBgxghEjRgSlvlInmy6//PJi13300UcBYzU5HI5S1dmhQwd/sul8zGYzl1566XnL9OrVi169ep23TLdu3ejWrVuF91VdRl4xEINBz7f/XULSiRS8Hi8ms5GO/dsw8+FJtOzStORKhBBCiDoqPj6eJUuWMHr0aEaOHFlooo4LL7yQ1q3LNm25EDXF+WZKg/wWSyWN/+Pcug7H5pUQGoUuLBLdb0kp5fXiOXOSrK/fJ/y6e9B0gfs68/MZDGZ9frLFlz9+EZqGTym+P+dha7qCDCNWmxev18CO41YWnljIS+9dQrOWtSvhBGBr0QCdzcq+1zehs1ow2Ez+dZqmYQq34kzO4cTXO4gb0wFPVhaavvAwF346DW9WdhVELoQQ5bdq1Srmz5/v7xnmcrn4+uuvmT59ernqK3WyqbQJJFG5LrisH4Mm9OLA1mPkZuUREx9J806NZeBeIYQQpVZXu9EtXryY2NhYTp48yQcffFBofbt27STZJGqt5v2i2PzRMbxuH3pjYDJIKYU7z0fnS2LP26opb9MqUKCZLGiuXP86Ta9HZ7PjOXUMT8JhjC3a/ql+oKBend6/cFO6jy0ZPkxohFrAFupD+Xx4fHDkcBaP3b2CuV9PrNIZ8oIlffspPLkuzDH2ItcbQkzkJWaQk5CGISoS95mzxVfm82GIjqicQIUQVShILZtqYOvw//73vzzwwAMMHDiQxMREXnzxRUwmE/PmzSM8PJwLL7ywzHWWe8wmUX0MRgOd+rcptDzP4yLH4yLUaMasN1ZDZEIIIWoD32+PitZR07zyyivVHYIQlabTRfGs/HcIyYeyCI2zoP+tpZNSiuyzTkx2PX2vaVHs9r7MdLwp59DMlqILGE2Ql4v75NFCyaYGvWI5vigBAM1sQ2lp+HxeNqXnfxKYdRp6oy9/giXlw2gLIcJoZd+uZLZuPE2fgY0qevhVzucpaMFV9HpNp4FP4XN7Ce3Xk7w9B/C5XOhMpoByPocTTW8gpE+Pyg1YCFH56mg3Oq/Xy8MPP8yqVaswm81MmzbNv+7qq6/mrbfeKley6fztcf+gYMrgYJcVFXciJ5UXdy/hilVvc/Wad5m26n+8tncFZ/Myqzs0IYQQQggRBCabgelv9yG6ZQhZSU7ST+aRkZhHxqk8jDYDl/yjG837Rp+nhlLO2V3EyLWtp7RCb9HjSHOCpkOzh5HhVqS6FWaloekVRrMHvB7QG9DZw7FY9Xg8XnZvP0+LnxrM1iwKnVGHz+kpcr0n143ebsIaH469Rxdsndvjy87Bm5WN8nhQbg/ezCx8uXnYe3XF2r7wD8VCCFETJCQkEBUVRa9evQq1jm3WrBkJCQnlqrfULZuOHz/O2rVrS11WVI1DmWd5aOs3JOVlYtEbMen05HicfH58MxuSj/B87yk0skVUd5hCCCFqEKU0VAV/Vavo9pXJ4XBw7NgxsrMDx0hp3bo1kZGR1RSVEBUX1ymc2Ysu4NfvEjm48iwep5fG3SLofnlTYlqFnHdbXVgk+qhYPGdPQ2gRBdxu0OsxNmlZeL8D4uh6Sxd2vfErOWdy0RstuLxhKF8G6BS2ECea5kMzWtCFRoHBCEqR3/uu5n5WnE94pzhC2jYgc/dpdCZ9wDhWPrcXn9NDo4s7Yww1A9Dg+qtI+2EZ2Ru34MvOBQ10oSGEDe5HxNjhhcbBEkLUPsqnoXwV/0wLRh3BFBISQkpKCm63u9Bn9i+//EKjRuVrnVqmbnRDhw4t105E5VBK8cre5STlZdLAEuof5NGGCa/ycTwnlbcPrOaJHjVzwHMhhBDVozrGbEpKSmLu3Lm8/fbbnDhxgsOHD9O8efOAMt9//z2vvvoqmzdvJiQkhHHjxvHMM8/QoEGDUu/ngQce4OWXX8btdhda98UXX5x3whMhagNruIm+M1vQd2aLMm2n6XRY+g4j+/t5KJczYJ3yevHlZmNs1hpD86Jb4HS6riOx3WM4/O0RknemEGoIpZkBTqXmYGpgB70Rzfh7FzJHngejUU+33g3LfIw1gabTaH/ncHY9/j2O05n5CSeDHp/Tg/Ipwrs2osWMvv7yOrOJ6MkXETFuBO7EM6BpmBrHo7OYq/EohBCiZLGxsfTu3Zv777+fa665BgC32838+fN57LHH+M9//lOuekudbMrLyyvXDkTlOZCZxL6MM4QZLf5EUwG9piNEb2LDuaMk5qZL6yYhhBDV6uGHHyY2NpannnqKa665BvWnrjqHDx/mjTfe4L777qN3796cOXOG66+/nksuuYSNGzeWqnXEF198wWeffcaqVat49tlnmTRpEl27duXpp58mNzeXiRMnVtbhCVErWHoPwZOUSM7eHXiz09Dp9CifDw0wNGxM6GXXnrcFTmyvWGJ7xfqfuz7dy5yH15DlNBAa9vt4oW6Xl/RUJ70HxNfaZBNASMtoejw/idM/7CZp+QE8uS5sTcKI62XDbs8k45O56KOisfXshalVazSdDr3Nir5N4dZhQghRk/3f//0fl156Kf/5z3/Q6XSEhITgdru57bbbmDFjRrnqLHWyyWIpZjBBUW1O5abj9HmIMFqLXG/Vm0hz50qySQghxJ9oqArPhFK27d99912AYrvkt27dmoULF/qfR0VF8dxzzzF8+HCOHDlSqlnkVqxYwV133cXAgQMxmUzYbDb69OnDl19+Sbt27Thw4ACdO3cuU9xC1CWaTof9wqk4WrTHfGAH3nOn0ZmtmDr3xNylLzqrrUz1TZzWgaOH0vnig90kJeag12t4vQpNgw5dYnjq5RG1cia6P7LGhdHq+oG0vG4A3sxs0ud9iPPQVhzKBzodHDxA3pZNWHv1IeKyy9EMMv+SEHWVUsEZRqCIofGqXdOmTdmyZQtr1qxh7969mEwmBg8eTPv27ctdp3wa1mJmvQEdGl7lw6DpC633Kh86NCwyM50QQog/qI5udOWRkpICQGhoUQPMFHbu3DlGjhwJQGRkJOfOnQPAaDTSsWNHjhw5IskmUe9pOh3GJi0J7dyjwuMp6XQadz8ygOFjW/DD1wc5eiiN0HAzI8e3ZNRFLbGHmEqupJbQNI2s7+fjPHAAXWgImjH/+lophXI6yd20EUNMLKEjR1VzpEKISuPT8h/BqKcG0ul0DBs2jGHDhgWlPkk21WI9IpsSabaR6XIQZbYXWp/pdtDYHkH78LhqiE4IIUR9kJkZOPOp2WzGbK74GCXZ2dk88sgjXHLJJaUes+mPXfO6d+/ORx99xFVXXUViYiI///wz//znPysclxC1jfL5yNpzkqzdJ0EprK0aQOuooNWvaRq9+sfTq3980OqsiTzJ58jbvQvNavEnmiD/+DWLBa/LRc76ddiHDEVnqjtJNiFE3ZSWlsZnn31WqrJRUVFcccUVZd6HJJtqMbvRzOXNe/POwbWku/L8Yzf5lI90twOdpjG9ZV+MusKtnoQQQtRfPpX/qGgdkN/s+o8ef/xxnnjiiQrV7XK5mDp1Kh6Ph7lz55Z6uz59+hAfn3/D+5e//IX333+f6Oj8qeBnzJhBjx49KhSXELWN82wGR/79A9kHT6M8vvzerzoNXYcGdLx+LPZWtXc8parmOnYM5XSii4gocr3OasWXmYkn6Qymps2qNjghRJXI70YXnHqqW3JyMv/+97/9z/Py8khISECv19OoUSNyc3NJSUnBYDBw4YUXVl2y6ZFHHuGZZ54pz6YiyK5s2ReHx82XCVs558xG0/JfvKFGMzNaDeDixl3LVa9SinTXURKy15LnTcWsD6epfSDR5va1dgpbIYQQ+VQQxmwq2P7EiROEhYX5l1e0VZPL5eLyyy/n4MGDrFq1itjY2JI3+s2DDz7o/39ISAjr169n9+7dmEwmOnbsWKG4hKhtvA4XB5+bT+7hJAxhVjSzAU3T8Lo8OE6ncfC5+XT655WYokvXTVWU8u6wopl8IUSNFYzrp4J6qlvbtm3Zt2+f//n06dMZN24czz33HJGRkQDs3LmTq666iuuvv75c+yhXsulf//oXjz/+OEajjAVU3XSajhvaDeHipl1ZnXSQTLeDaJOdC+LaEm0OKVedPuVle8p7HMpcjEc5yX87aBzIWEizkMH0i7kNvU6aBwshhICwsLCAZFNFuN1upk6dyp49e1i5ciWNGzeuUH0Gg4Hu3bsHJTYhapu0jYfIPXoWQ6QdnfH3Vu46kwFDqBnn0TSSV+ym0eUDqjHK2sPYuCmayYRyOtGKmDhJORzo7DYMDaW1mBCidsnNzWXZsmWcPXsW3R9mJO3WrRv/+te/ePPNN5k0aVKZ6y1+btPz6N27N6tXry7PpqKSxFnDuaJFH25sO4TJzXuWO9EEsD/jO/ZnLEBDh00fg93QAKs+Br1m4ljWSnamfhS8wIUQQlS5ggHCK/oIJo/Hw7Rp09i9ezcrV66kSZMm5apn165dXH755cTHx2M2m2nbti2PPfYYWVlZQY1XiD9SSuE5fZS8lV+Su+gDHGvn401OrNaY0n85BEoFJJr8NA10OtLWH6j6wGopY3w85jZtUbl5KI8nYJ1yuVAeD7a+/dHJDN5C1F0FA4QH41GDnD59Gq/XW+Q6n8/HqVOnylVvuVo2XXzxxUyfPp0777yTTp06YfrTIHiXXHJJuYIR1c/jc3IgYyEaekz63xNWmqZh1Gz4lIcjWcvpGHkZFn1E9QUqhBCi3JTSKjx1b1m3f+qpp3jqqaf8z9u0aQPA3Llzueaaa9ixYwfffPMNOp2OFi1aBGy7ZMkS/yxz57Nz504GDBjAiBEjePrpp4mIiODIkSO8/fbbLFu2jDVr1qDXyziGIriUx03e4g9w7/0F5XHnj2egaTg3LsLUezSWCyaj6cr1+26FeB2u/KRSMTS9Dm+eqwojqv0iLptKSkYm7lMnQdPQ9DqUxws6DUvnLoSMGlPdIQohKpOi1D1qS6ynBmnRogVhYWHceOONPPfcc/4hDLZs2cI999zDpZdeWq56y5VsKrhYLG7cJofDUa5gRPVLcx4mz5uGSV94djsAky6EPG8K5/L20DRkUBVHJ4QQorZ65JFHePjhhwstL0j+9O7dG7fbXeS2pU0QvfXWW0yZMoUPP/wwYPmNN95Ip06dWL9+PUOGDClj5EKcn2P117h2rUMzW9GsoWialj8zoiMH58Yf0YVGYO49qsrjsjaNIWPLUZRSRY63qdxerM1iqjyu2kwfEUHM7FvI27aV3O1b8WVnY4iKxtq7D9au3dAMMveSEKL20ev1fPXVV8yYMYOGDRsSGxtLXl4e2dnZXHHFFeWe+KVcn4iSTKq7fHgAH1qxPSw1FOq3ckIIIWqjYA4QXlo6nS5gHICiGCp4o+ZyuRgxYkSh5VFRUXTr1g2XS1pxiODy5WTg2rkWDCY0s82/XNM0sIagstNxblqKqfsFaIaqHes0emhHzi7agTfLgSHMGhi3w41eryNmZJcqjammUbnJkHUCdEaIbINmKLkLnM5qxT5oMPZBg6sgQiFEjaK0/Ecw6qlh+vTpw+7du1mzZg2HDx/GZrPRs2dPOnToUO46Jf0uAoQZm2LQrLh9eZj1hWcn8ag8DJqFCFOLqg9OCCFEUPio+IRJvqBEElwDBw7km2++4brrrgtoyZGQkMDu3bvr3GDhDoeDFStWEBoaWmyLrePHj3PgwAGioqLo1atXkS1cSlNPWloamzZtwm63079//yITg6UpU9d4ThxAOXLQQiKLXK9ZbPiyUvGeTcDQqHWVxmZv3ZBGU/px6vP1uJKz0FtNoIE3z40v0kzDEZ2I6NOqSmOqKVReKr5d/4dKXA+ePNB0YIlC1/ZStLYT0bSq7/YohKj56tJsdEXR6/UMHz6c4cOHB6W+cl8FHDx4kE8++YQjR47wf//3fwDMnz+f8ePHV3jaY1F9rIZImoUM4VDmIgzKgl77/Vc4n/Li8mXT2NaPcFOzaoxSCCGEyLdo0SIOHToE5A9i+fPPP9OzZ08mTJhAREQER48e5dNPP6Vnz56kp6cTHR1dzRFXnMvl4uGHH+bTTz/F6/XSoUMHVq5cGVDG4/Hwl7/8hYULF9K3b1+OHDlCVFQUP/zwAw0aNCh1PQDz5s1j1qxZdOrUiXPnzqHX61m8eDGtWrUqU5k6yev1j9FUJE0Hygee6mkRHn/5AMyNIjn7/TZyj54FwNoilpjRHWgxpne1jCVV3ZQzA+/aJ/AlH8DrNuBTJnRGDaNKwbdzLpojDX238k3zLYQQtcX+/fu56aabivzer0jZPypXsmnVqlVcdNFFDB48mKVLl/qTTT///DNHjhzh7rvvLk+1ooboFjWDdOcxUpwHAA29ZsKn3Ci8hJua0TtmVnWHKIQQogKqY4DwyvLjjz+yePFi//PY2FgcDgdffPFFwLKTJ09y+PBhWreu2tYllcHpdBIXF8eOHTt48MEH/cm2P3rllVf44Ycf2LlzJ82bN8fj8TB58mRuu+02Pv/881LXk5iYyPXXX8+zzz7LHXfcgcfjYdy4cdxwww2sWLGi1GXqKn1MPJrRDG4nmIroguVyoJks6KLjqj448rvzRQ/uQNSg9ngy81A+H4YwK5lZWWj6+pdoAvDsXoj35B6cWUaUTwFOAFwGHZZoHfrD36Oaj0ILb169gQohap5gzSRXA2ajc7vdHD9+nGXLlpVY9tixYyQnJ5d5H+VKNj344IP85z//4frrrw9ojv2Xv/yFSZMmSbKplrPowxke/wRHspZxNGs5uZ5kbIZoWoaOoFXoGKyGopuKCyGEqB3yJ1Op6JhNNcMrr7xS3SGc10cffcRHH31U6vIzZsxgxowZ5y0TGhrKfffdd94y69atY/DgwTRvnn/DbDAYmDZtGtdddx3p6elERESUqp4vv/wSg8HATTfd5K/n7rvvZsKECSQkJNCsWbNSlamrdA2aoW/SBs/R3WAwoul+H8xeeT0olwNTj2Ho7OHVGOVvswqH548ppVRNefdWPeVT5G36Br3ygaZHM2igAQqUx4cj2YctxoU6uVaSTUKIQpTKfwSjnprg2LFjjBlTulk0O3fuXOb6y5Vs2rVrF9OmTQMISDY1b96cY8eOladKUcOY9HY6REykQ8TEYmcxqQpulwdHjhOL3YzRVPfHfhBCCFG3HDp0iMzMTAYNKnkG159//rnI1kXlERcXx8qVK/H5fP6B2Q8dOoTH42H37t0MHly6wY137NhBhw4dAoZI6NGjB5B/PdisWbNSlfkzp9OJ0+n0P8/MzATyEyE1LRlSEFNxcVnGXE3OV//Bl3oG9AY0vQHldoHyoW/UCvPQyTXqmEo6nsrc78FtKSTsz8Bg1Og8oCGxTYqe/RhAuR3gyAKTDc1cdLmyHkv6zuPovVn4NCPqj10INcCgx+fx4XF60PLS0Krhb1Zdf5vKIsdTc9W1YxFl16VLl0o/d+W6e7fb7Zw9e5aWLVsGJCG2bt1KXFz1NBMWlac6Ek0pZ9JZ9OFa1i3chiPXidlqYsCF3blw5lBiG0vLKiGEqIi61I3u8ssvZ/r06Vx++eVBLRtMY8eOLdW0weWdWrgod9xxBx988AFXXHEFkydP5uDBg3z44YcApKenl7qejIwMIiMDv3cLxr0qqKc0Zf5szpw5PPnkk0Xur6bdOCilyM7OBoq5JtJb8V08G/eBrXgO70A5HWgRdgztemJq24ssj4KMjCqOunglHk8lOHsih69e/ZUTBzJwu/KnFzDbDPS4IJ4Jf22P2fr7LYnKTcdzcDW+kzvA4wK9Hl18J/RtLkAXHnifcb5jyTiWzbGlpzizNRXlVUR3CCc8JIs4ezxGixOvp/AYs8qgcConRhWOvhr+ZtXxt6lMcjw1V106loIfK6pCMK6fCuqpD8qVbJoyZQr33Xcf77//vn/Zxo0bufHGG7niiiuCFZuop86eTOW52e+SeOQsJrMRk9lAXraDRR+uZdvKvdz3+rWExJQ8Na0QQoii+ZSGr4IXOhXdPpjWrFmDw+EosVxCQkIVRBNo9uzZlVK2JB06dGDPnj289dZb/D975x0mRZX14fdWde7JgQkwMOQsOQqSRAVRQTAtQVR0TYuLcXEN66qL+umqa1zT4pp1VVQwoohElQyS8yQm585V9/ujYWCcAWaGYXpmqPd5+oGpe+vUqeru6lvnnvs7CxcupHXr1syfP59zzjkHp/P42SS/x2Kx4HK5Km078oByJJOpJn1+z9y5c7n99tsr/i4pKSElJYXIyEgiIiJq7F9DcCT4FRkZefyHsshISE5BjrgYdB2hqtX3awTU6HxqYSv3t2IKdpeimhVaDYnDHlP5PS845OJft6zl0N4ywqKtWB0WpISiDD9fv3aQokydOS+ejaII9JJsfMueQRZngskCqgV8AdizGJG1FsvYO1FadDjpuez7JoNl963FWxxAtSogBCXrDxEbXkDkUCtxvdPw+e1AZd0qVXjBK7G16o8psuGXPtbne9MYMM6n8dKczqWp+9+cqVOw6fHHH2fSpEnExsai6zoxMTEUFhYyZswY/v73v9e3jwaNjPISN4U5xVjtFuKSo+v9C/7Ok4vI3JtDTEIk6mHxSjugazrZafm89cRCbnqiYWelDQwMDAwaJ9HR0XzwwQd88MEHNepvszXsZMWxGd9paWkkJiZiNptP2rc+aN26NY8++mjF3/Pnz0dRFHr06FFjG+3atWPlypWVtqWlpQHQtm3bGvf5PVartdpAlBCiUT44HPHrZL4JIaAJVHir6fmciILdpSy5bxNZa/MJuDUQAlu0hR5XtWHIHV1QLcGA2+L39pK1t5yYRHvFuE4ICIu0oKqCNd9lsuPXPLoNboG25n0oykA4Y47qX5lBSgeUFxBYNR/LJQ8jxNFr/PtzKctysfz+9fhKNJxJ9krnGCguI3NTK+LbH8IeXkogYEbXzIDEZPYhpEZRYRecCZ1D9jmsj/emMWGcT+OluZxLU/e/OVOnYFN4eDiLFy9m1apVrFmzBl3X6du3L8OHD69v/wwaEUW5JSx45XtWLVqPu8yLoip06NWGi2aNotewzvVyjOyDeWxavgNHuK1iQHIERVUIi7CzY90+MvfnYmpvDWY+GVpOBgYGBrVDcuoK341kpdOrr74aahdqzOuvv84LL7zAtGnTuPbaa+nZs+dpO5bf78fn81VkMQUCAV544QUmTpxIXFxcje2MGzeORx99lLVr19KvXz8APvroIxITEyt0mWrSx6B5UZrp5vNrVlO0rwxrlAVbjAWpg7fIx5qXduEp9DHm8d4IIVj26X5MZlFlXAdgc5ooK/bzyzfpdO2hoB9cH9RoUipnhgmhIK3hyPz9yJxdiITjjzt3f56Gp9BXJdAEoEfE4C7LZ+s3A+g4agdhUdmYrC4kgoDXQu7eDthHzqrQOTMwMDA4FqkLZD1UkqsPG02BOj2lP/TQQ4wcOZLBgwczZMiQ+vbJoBFSlFfKY9e/yv5tmVjtZmxhVrSAzm+rd7F700H++MjlDBnf+5SPk3UgD5/HT1R8eLXtFruFgrwy3vjXd+TneFAVhb5D2nPBpf1p1znplI9vYGBgcCYgAb0ebBjUjttvv53k5GTeeOMNnnnmGfr37891113HVVddRWQtl+x8++23uFwuDhw4QF5eHgsWLABg4sSJALjdbkaNGsWMGTOIiorijTfeoKioiM8//7xWds4++2ymTJnClClTuOeee8jMzOTJJ59k/vz5qIeXitWkj0HzYtNb+yjaV44zyY6iBh+ahAr2WCveEj/bP03nrBltie8eSVmhD5MZ8BWD1IIdzWHBanBCBLVjinzoJTnIgA9s1Y8BMVmQ3hJkSTacINiUu7kw6I9S9WFOChNFgRaohTnsXDIAR5wbe2QJAbekLD+WqP5daHtBr1O+PgYGBs0VAfUiI3BmBJvqFLZfsmQJ559/PlFRUYwaNYqHHnqIpUuXVqoqYtC8WPjGj+zflkF0iwgiYsKw2iw4wmzEJkXh9/p467HPcJedXC/jZFhtFhRVoAeqPgbpUnKoxIdbqJSVuFEUQcCv8dO3W/jHXR+w4ec9p3x8AwMDAwOD00VERAQ33HADq1ev5rfffmPEiBH87W9/IykpiWnTpvHDDz/UWBz7f//7H/Pnz8fpdNKhQwfmz59fSUszIiKC//3vf6SlpfHNN98wceJE1q9fT1JSUq3sALz33nvcc889/PTTT2RmZvLtt98yderUWvcxaB5IKdn+SRqqVakINB2LJdxEwKOx5+ssAOJjy/AV54M7BzyH/y09AN7CiorHcS0dCLMNoSjBgFS1B9YBBUzV64AdQTGd+CHOFXBS6kglfmQnvJ5oirJaE7D2IPW6c+nylwtQzEaA1MDA4Mxk6dKl3H777dxxxx0A+Hw+3n///Trbq1Nm048//ojH42HVqlX8+OOP/PDDD8ybNw8hBIMHD2bJkiV1dsig8eFxeVnx+VosNgsm8+/TmgWRseEU5Zay5vvfGH5Jv1M6VvuzUohNjCI/q4joFpUFQovdAdx+DZMqiIoLp7w4ABLCImwU5Jbx2j+/4cn5s7DZLafkg4GBgUFzpzlVo2uqdOvWjSeffJIbb7yRadOm8c477/DOO+/QqVMnHn744ZMWXHnllVdOeoy2bdvy5JNPnrIdk8nEjTfeeEIB85r0MWgeaD4dX5kf1VL9nPWRpWvuAh8cWMjIvj/zn23d8WlmLObDwVRdA08+ZSVgczgYelEbRGwYIjIJWZhWfUDJW4awR6Ikn1hzLHlQPHsWpaMHdBRTZR+llOg+neTRHejyl15o3gDSr6E6LNVmQhkYGBhUQtZTZlMjHEO9+OKL3HPPPQwZMoTMzEyeeuopLBYL77//PpGRkYwbN67WNuu8INlmszFq1Ciuu+46rrvuOiZNmoTf7+fnn3+uq0mDRkpJQRmuMi9We/WCpqpJBQF5mYWnfCyL1cy4GcORh4+r68FBia7pFJX7kFISGReOcswafCEEkTEOCnJLWbNi1yn7YGBgYNDckYh6eRnUDY/Hw3vvvcfYsWPp3LkziqLw+uuvs2fPHqZPn861117Lt99+G2o3DQyqRbUo2GOtBDzVZyAdyc4LT1SQez5i5LA0unUrpbjIQnGJGZ9f4PWbyS+04ne5ufC6jrTuHIlQVEy9L0EoJqSrCKlrh+3pSE8J6BqmnuMR1hNXU2x3YQoRKU5c2Z5KmfJSl7gOebBGmul8WWrwXKwmTGFWI9BkYGBQI+pr/NTYxlCapnHvvfeydOlSnn766UptU6dO5d///ned7NYps+ntt9/mxx9/ZMmSJWRlZTFkyBBGjhzJkiVLGDRoUJ0cMWi82J02VJNCwH+cQYUukbrEHnbitOaaMvaqIbhK3Sz8z08UZBeDEOhSopsshEfaiYyrupbfdDjglXWwoF58OFXyvfnsLNtJQA+QaEukfVh7FGGITRoYGBicyezcuZNnn32Wd999F1VVmT59Os8++yzdunWr6HPfffdRVFTEL7/8wnnnnRdCbw0MqkcIQffL27Diia1ofh3VXHl84yn0Y3aqdB5RAul52CMiuOv27Xz8aQo/LY+nvNyMEJKkJDfjz93N2GuO6r8q7Ydh8roIrPsoGHASAqREWOyoPS9C7XXxSf2zRpgZ869BfD/7Z0rSyisJzNmiLQx/pC+xXWqnkdbUKE8vxVPgwRptJSwl4uQ7GBgYnNEcPHiQmJgY+vbty9atWyu1tW7dmoMHD9bJbp2CTdOnTycuLo477riDP/3pTxWVTgyaJ+HRTnoO7cTP32zCGVG1skd5iRub00rfUd2OY6F2KIrCpBvPZdjF/fh18RaKc0uxOq18tmA9iqpUGweWUiKlxGwNbWU6r+bl04xPWV+0Ho/mQQiBikqSPYkrUq4gxZESUv8MDAwMAKQMvk7VRmPk0KFDPPnkk2zevJm5c+dWTIY5nU4GDhwYUt/ef/99duzYwUsvvcSll16KxVL9su8pU6Y0sGcGBrWjx9RUdn2ZSc6mIsxOFXOYCalJvMV+kND/lo6EJxQhDwYFwZ1OjRnT9jN5UhqZWXbMJp2UVuWo/jyEPKr5KYTA1P181PZD0PavQboKENYw1Db9EWE1r6IY3yOaSQvGsPfLdDJX56AHJC3Oiqb9RSmEJTlOxyVpFBRuzWPbKxvJW5eN7tdRzAqxvVrQ5fpexJ4VH2r3DAyaPFI/LB9XD3YaE2FhYeTn5+P3+6s86//yyy8kJyfXyW6dnsz/85//sGTJEl5++WUeeeQRzj77bEaOHMmoUaPo378/JpNRir65MeG6kfy2ehf5WcVExoVhtpjQdZ3yYjc+j5/zpg2jRavYej1mfHI042cMr/h7X0YRvy7fiTO8agaVx+XDYjFx1oC29epDbZBS8n7a+6wrXIdNsRFtjkYIgU/3keZK4/V9r3Nrh1uJs9Z8sGRgYGBwOmiumk15eXn07t2bPn36VFRXA0hOTuaKK65g3bp1IS1pPnfuXB544IGT9hs8eHADeGNgUHfs0RYumT+Ylf+3jd1fZeIp8CGEIKKVg97XtafXjLZQtg9UC2geMAUDPE6nRscOZUEjfjcoFnBUrSYsbBGYuow+JR+tEWa6XtmWrleGbmzYkBRsyWX1HUvw5LuxRFgwOSzoPp3s1ZkUbctn0P+NJK5PQqjdNDBo2kjqpxxvI5uwi4+Pp1+/ftx1113MmDEDAL/fz2effcYDDzzAc889Vye7dRpxzZw5kzfffJP9+/ezZcsWrrzySjZu3MiwYcOIjo6ukyMGjZuOvdrwp39OJ7FNLKUFZeQfKqLgUDGKqjBu5jlMvWvCafdh3OQB2O1WivLL0fVgOFhKidvlo6zMS+9B7WnbMXQ/ogdcB9hcvBmH6sBhclREhS2KhShzFIW+QlbkrQiZfwYGBgbNnZdffpnzzz+fr776ip49e1Zs79y5M1JK1q5dG0LvwGyuXvvQwKAp4mxhY+z/9WHGD2O49L2zmfLxMKZ/P5reM9sFNZDC20J0d/CVVp3Glzr4SyG2JyK8TWhOoBkhpeS359bhKfDgSHJiDrOgWlTMYWYciQ58xV62/GstUm9kT7gGBgaNhjfffJOlS5cyYMAAduzYQVhYGJdffjnTp09n2rRpdbJZ5xQkn8/Hzz//XKHdtGrVKhRF4ayzzqqrSYNGTq9hnXnii7vYuGw7OWkF2JwWeg3rQmxSVIMcv1vv1txw1zjefGExJcVuinO96FJiNqsMGNaJG+4aVyXtryHZUrwFv+4nzBxWpU0RCmbFzNrCtVyUfJGh32RgYBBSmmtm044dOyp0jn7/e5CUlERWVlYo3KpEXl4eTz/9NJs2baKwsHJhjWuvvZZrr702RJ4ZGNQNZwsbzha2KtuFEND9j8hf7gd3DpjsoJhB90PADfYERLfrQ+Bx86NkdxGFv+VhjbRUufcJIbBEWSneWUjh1jxiehjL6QwM6kw9jJ+O2GlspKSksHbtWpYtW8a2bduwWCycffbZdO7cuc426xRsOvfcc1m5ciWBQIABAwYwcuRI5s6dy9lnn43D0XzXQRuA2WKi/5gTl5w9nQwZ1ZXufduw6sfN5GWVYbFa6D2oPR26JoU00ATg1twIxHH9UIWKT/ehSS1kwaZAQMPj9mOzm4Oi6gYGBmckzVWzKS4ujr179wKVg02lpaWsW7eONm1Cm0HhcrkYOHAg7dq1w+fzYTKZ6NSpEx9//DFRUVG0a9cupP4ZGNQ3IqItDH4MuecjOLQcNB+oZmgzHtFuCiKsVahdbBa4c8rR/DqWyOp14FSriq/YizvH1cCeGRg0L+qrklxjq0a3a9cubrvtNr788ktGjBjBiBEj6sVunYJNgwcP5p577jGCSwYhITzCzqARnYmMjAx5gOlYoi3RSIJC5dX55df9xFnjMImG1zTLzy3lq8/XsXzJtopg07BRXRl3cV9i46tW9zNoGkgpySgowesPkBAVRpitfipCGhg0VaZOncq4cePo378/gUAAv9/Pr7/+yt13302rVq1Cnn39+eef07JlSxYvXszf/vY3AP72t7/xyCOP0K9fP6KiokLqn4HB6UCEtUL0moPsdj34y8AchqgmC9yg7pjDrSiqQPfrqGrVCU09oCNUBUuEMU4wMDCoitPpZNOmTfVut05PvY888kh9+2Fg0OTpE9WH77K/o0wrI9xUOYDj1/3oUmdw7OAGD5BlZRby2IOfciijELPFhNmsUlbm5YuP17Bm9R7ueWgSScmG1lpT46dt+/hgxUb2ZOejS4nTamFMjw5MH9GXSEfV5QwGBsdSH/qWjTCxif79+/P0008zdepUiouL+eSTTwDo1asXn3zyScgnKPbu3cuwYcMAsNlsFQLmLVq04NJLL2XJkiX07t07hB4aGJw+hDkMjCDTaSG6eyxhbSIo2VOEPUGtcq/zFXpxpoQTY1SkMzA4NaSonyVwjWwZXXJyMm3atGHBggVMnDix3uzWOcUiEAiwYMECtm3bhpSSbt26MXHiRKMSncEZS6w1lvMTz2dR1iIK/YU4FAeKUPDoHvy6n/Zh7RkSO6TB/Xrr1aVkZRQSExtWabZL03Qy0wt567Wl3P3AxAb3y6DufLF2G89/tRJfIECYzYqqCFxeH//7eTO/pWfz2NRxRsDJ4IQ0V80mgGnTpjFp0iR+/vlnioqKSElJoX///iEPNEFQ79JqDWYWtGrViu+//76iLTc3l7Ztz4yqWQYGBvWLoip0ub4Xa/+2Ak+OG2uMFcWsovs1vIVeFLNCl1lnoVoMCQUDg1NCF8FXfdhpRKSnp2OxWJg0aRKDBw8mNTUVVT16v0hJSWHevHm1tlunyNCePXsYP348Bw8epH379ggh2L17N61bt+bLL7+kffv2Nba1evVqXn75ZbZv386LL75I3759q/T56aefeOGFF8jOzqZnz57ce++9JCUdLZP6xBNPVMxeHqF9+/a88847tbJT0z4GBsdjVPwoIkwR/Jj7I9mebKSU2FU7w+OGMzZhLHbV3qD+ZKYXsGXjQZxOa5W0alVVcIZZ2bLhIJnpBSS3imlQ3wzqRkGZi9cW/4Km67SIPDpDbDWb8Gsa2zNyWPDrb1w9ol8IvTQwCA3Tp09n8uTJTJw4kdGjT61s+ulmwoQJ3HrrrVxyySXYbDYWLFjA/fffH2q3DAwMqsF1qJwDX+4jf2MuCIjvl0DrcW2xx1Ue10ktH7RiUKMQanBcpXu8lKzdjjftECgKzi6pOLu3Q6j1G/hpOboNul9n20sbcGWVVcg62BIcdLuhNykXGJpwBgYG1SOEoE2bNlx99dXVtqt1vF/VKdh022230bVrV1asWEFcXBwQrK4ya9YsbrvtNhYuXFgjO3/9619ZvHgxl156KW+++SYlJSVV+ixZsoTzzjuPe+65hxkzZvDcc89x9tlns3HjRsLDg0uV9u7di8Ph4B//+EfFfr/XkqqJnZr0MTA4EUII+sf0p290X3K9uQRkgBhLzEmDTB6XlwNb05G6TkqXljgjTq6FpskABd50NKkRbUnCqlbdJzOjEJ83QHRs9WnrNruZwvxyMjMKjWBTE+GnrfsocXuIC6/6fptVFZOq8NW6HUwd1gdTNboNBgbQfDObwsLCyM7ODrUbx2X27NkV/4+KimL58uU8//zzuN1uvvnmG7p27RpC7wwM6g+p+6D0Z2TxCtBdCGsriB6LsDW97L3Mn9JZ89BqvEWeim1ZyzLY9fY2Bj5yNi0GJCJ9u9CK/ovuXgX4ATOKYyjevDFkvrYOf35xxdrj/K9XYU9NouVNU7DE16+MQcr5bUke2ZqcX7LwFrixRtmIH5SEyWasPDEwqA/qo8DKETuNiZYtWzJ//vx6t1unO8+SJUvYtWtXRaAJghVgXnzxRTp27FhjO3fffTePPvoo6enp/OUvf6m2z3333cfkyZMrdKJGjRpFUlISr7zyCnfccUdFv5iYGAYPHnzcY9XETk2P1RwJBDTy80oRQhAXH4GiNL6HiKaEIhQSbAkn7ef3+fnixW/57q2lFOeWIIGwKAfnTBnClDsuwu6suhRKSp3NxYvZWPgtJYFcpJTYVCddwoczIHZipaCTxWJCKAJd01GUqhFpTZMoisBiMQYhTYXs4jIAFKX6QJLVbKLE7aHc6zOW0hkcl+aq2TR9+nRuueUWJk2aRIsWLULtThViYioH9Xv06MHLL78cIm8MDE4P0p+P3H8/lG8GqQEieL/I/RASZkKLqY1iWWtNKD1Qwq9/W4W/xIe9hQNxeHwsdYk7x8XPf13BmPntMWn3QSAPFCcIB0gfWsnX6EXfINTBmCJSEIerAOs+P+496aQ//yGpf70WxWKuV59Vq0rS8KZZ5c9f5iV3xUE8+S4sETbih6ZgjTGKURkYNFXq9ISpqip+v7/K9iNlfGtKZGTkCdtdLherV6/m5ptvrtjmcDg499xzWbx4caUA0K+//sro0aOJjIxk+PDh3HrrrVgslhrbqc2xmhOBgMbXCzew+OvN5OWVIhAkt4pm3ITejBjTrckMBpoiuq7zyt1v8dNHq1BNKs4oBwiBu9TNFy99Q/rOTO54/WYs1qODECklK/M+YF3hIkBgVRwIoeDV3KwrXEiudz8TWt6OSQQ1QTp1TSY62klxkYuoGGcVH8pLPUTHhNGpa3JDnbbBKRJmC97Xjlf1MKDpWEwqNrMRQDQ481i8eDH79u0jNTWVHj16EBERUan9wQcfZPjw4Q3qk8fjwePxnLwjQdFwm80IEhs0XaSUyIOPQtkGMEWDYj3SAFox8tBrCEsSRI8JqZ81Zf8Xe/EVe7EnOCr95gpFYG/hwJ1TjjftSUwJeWBKQIgjE0E2AsU6qiOX2DHbyfumTcW+isUMEWF4Dh6idP0OIgf1aOCzapykL9zBrlfX4C10gxAgJeZwK6lX9qTd1F4VgT4DgzOV3bt388EHH5Cbm8uoUaO45JJL6tSnOg4cOMAf//jH47anpqbWaXKsTmssLrjgAq699lr27dtXsW3v3r1cc801nH/++XUxWS1paWnouk5ycuUH4eTkZA4cOFDxt8PhYNq0afzlL3/h4osv5oUXXmDUqFFomlZjOzU91u/xer2UlJRUesHhH9tG/goENF585hve/s8ycrKLsVhNmCwqB/fn8soLi3nvreXouh5yP5vr67cV21m54BccEXaiEiIx28yYrSYi4sIJjwtn09LfWL1obaV9cj0H2Fj4LSYshKnRmIUVkzDjUCOwKxGklW9lW/Hyiv5Wq4lxE/sgkZSWupFSVnw+S0vdSCQXTOyD1WoK+fUwXjV7De7YGpvZhMvrQ0ClF1Li9QU4p0tbLCY15L4ar9q/Gowj1VRO9dXIaN++PTfeeCOzZ89m9OjR9O/fv9IrOrrhK28+9thjREdH1+j12GOPNbh/Bgb1imsblK0HNeJooAmCwQNTFMgAMu9/DXu/OwWyV2chVFHt5I5QBOEpuajmXaBEHhNoCqKVe9E8ViwtcjFHF1ZqU8wm0HTKNu8+rf43FbJ+2MvWZ1biK/FiiXVga+HEGudA8wbY/cZaDny0JdQuGhgAR2UI6uNVG9577z169uzJvn376NixI++//z4PPPBArfscD6vVSo8ePSq9unTpQnl5OT/88EOdC5jUaer7X//6F5MnT6Zdu3bExwdLaObm5jJ06FD+9a9/1cmR6jiSPXWkcssR7HZ7pcyqefPmVeozfPhwunTpwkcffcSVV15ZIzs1PdbvmTdvHg899FCV7cXFxXX6IZVSUlYWXCZzurOKNm88yLatB0hqGYbVeuxHwY7L5WXV8t/o2SuZlDaxp9WP2tKQ1+h08sv36whPcBIZH1HNeTgpylX5dfFazhrdpWLrtsJfUNwO7GpklX1UQAuY2J69hhT6VVyjs0d2wOUqZ9XS7Xh8PoQMLn+JibEwdGRXzh7RnuLi4tN7so2UpvhZirWpjOuRyort+zFLPw6LBSEE/oBGqcdL+1gn43qk1tt72hSvUUNTX9eoOt1Cg9oxderUULtQhRtvvLGijLCu60yfPp327dtz7bXXkpSURFZWFm+88QZ79uw54ayigUGToGw9SD+oUdW3K05w7wouOTPHN6hrdUFq+gnv6/a4EhQ1AKKajEQpkQETwu5BDSvDX/g7bUwB0heoZ4+bHlKX7H1rA7pPw5ZwVGNUqAqWaDvefBf7PthMqwmdMTktIfTUwKB+NC+P2KkpBw8e5LrrruOxxx7jtttuA+CWW24hIyOjVn1ORGJiIk8++WS1bbNnzz6ufMfJqFOwKTExkRUrVrB8+XJ+++03hBB069aNYcOG1cmJ43FE26CgoKDS9vz8fGJjjwZAfh8g6tChA6mpqWzcuJErr7yyRnZqeqzfM3fuXG6//faKv0tKSkhJSSEyMrJK+n5NOBKgioysGkyob1Yu3UdBvofYWAtej/Y7P1QK8ktZ+8tBepzVuKpXNOQ1Op1k7cihOLMURVb/NSzLLefgpsxKy01drhx81iKs5uorAuhaOcXKgYp9jlyjy6eOYOSY3qxesZPSYhfhkQ4Gn92JFomVl7JqAY3czMKgdldydJUKds2NpvpZ+uP4c8Bk5dtNu0gvCS5/VRVBSlwUt104jG6tE+vtWE31GjUk9XWNjOvbPElMTCQxMfidXLRoEQkJCXz22WeV3u9LLrmEMWPGsH79eqMCrkET5/B48rj3M3FYYVc7TnvjIq5vC4p2FCJl1aXrUkoC5RaEyQQEgMqBEMViRve5QBfoPkuVfUFgbdn4A26nm5Jd+ZQfLMYcWf0SYnOkDW++i/x1mSQMT21Y5wwMGgFvvvkmFoulktwPBEW9a9Onrlx11VXcf//93HXXXbXe95REPYYNG1bvAaZjSU5OJjExkV9//ZUJEyZUbP/5559PqLkQCATIy8vD6XTW2E5dj2W1WqsEuyD40FDXB4cj+57uB4+M9ILjamwFjy3IyihqlA9ADXWNTieRcRFoAf24KrsBn0ZUfOWHV4cpHCkkkur1enQC2E3hla7PkX4JSVFcMmVgtcfSNJ3FH6zmuw9Xk5dZFOyfEsO5lw9izGWD6hzNbgo0xc+S1Wxm9oXDuGJYb9bsScfnD9AqNpI+bVuelgp0TfEaNTT1cY0a8vo212p0d911F999991x25988knOPffcBvSoMlu3bqVXr15V3mshBGeddRZbt25l/PjxIfLOwKAesHcEFNC9lZfRHUF3gbUlmOOqtjUQ0ncQ6d0OKAhbd4T5+AHe1Ivbs//zvXjzPVhjbRXfXSklnlw3ujcV1dYStGwwVS5KoIY7wF2EvzgcX+7RoJKUEq24DMVhI3LoWaflHJsSmssfzCAzVT9+EaoAXaK5jSwwg9AjdZB6PWQ26cF/f5/VXl1sYd26dQwYMIDNmzfz7rvvYjabGTZsGBdeeGGt+tSVHTt2VMgT1ZY6P5WsWrWKK664grPOOouzzjqLK6+8kp9//rmu5o7Ltddey2uvvVaRAvbxxx+zdetWrr32WiAoSv7444/j8/mAYKDpnnvuweVyMXny5BrbqWmf5oQzzBoMdhwHKSXOMEOo9HQxeEJ/FFXF6/ZVaQv4AkgpGTZpUKXt7Zz9UIWJgPRW2UeXGrrU6Rw+tFZ+6LrOG48s4L9PLOTQgTwsVhMWq4mMPTm8+dgX/PfxhU1GW+FMIyEyjAv7dmHSoB4M6JByWgJNBs0TKevn1dg455xzmDZtWqXXuHHjKCwsJC4ujtatW4fUv5YtW/Lpp5+Sk5NTaXtOTg4LFiyolxlIA4OQEj4AbKkQKDr6NHUE3Q3oiNhLEKLhi1jIQD6BQ38lkD4TLftBtOz7CaRNI5DzCFIrrXaf6M4x9L6jH4pFwZ3twpPvxpPnxn3Ihclpps89QzG3uAaEigzkI2UwICJlAMVajmK2UfxLZ/x55WguD1qZm0BBCZhUEq4YiyW+djpy3oJyDny4nrVzFvDrzf9j+7NLKd566JSvTSixJ4ahWFU0T/WyJbpXQ7Go2BPDqm03MGjKHFkRdeQ1b968Kn1KS0vZuXMnM2fOJDExEYvFwvTp07nxxhtr1edEHDp0iD//+c9VXpdffjk33ngjV155ZZ3Or053+vnz5zNr1iwmTJjAFVdcAQSrwZ199tm88cYbzJgxo0Z2Fi1axMMPP1wRKLr55puJiIhg1qxZzJo1C4AHHniAXbt20aFDB1JSUkhPT+f5559nwIABAJjNZsrKykhOTq7QPoiKiuKzzz6ja9euFcc6mZ2a9mlODBnWiT27stE0vcpyKb8vgFAE/Qe1D5F3zZ8+o3tw1jld2bBkC/4wG44IB0KAu9SDq8RF+96pnD2pciZSK0c3Up292Vu2Bk1qWJVgOVi/9OLRyoixJNMtcmSt/Ni0chfLPl+H3WnFcUxw0eawUl7qZsnHv9B/dDd6DOpwyudsYGBgcDq56KKLuOiii6psv+OOOxg4cCAtWrSoZq+G47LLLuPll1+mY8eOjB8/nsTERA4dOsSiRYvo27cvl112WUj9MzA4VYQwQet7kfvuBV82CBMIFXRfcGld1GiIu7TB/ZJ6Odqhe5CeLaCEgZoASNDLkCUL0QJ5qElPIERVTaC2EzsQ2Sma/Z/vIXdNNghIGJRE6sXtieoUjZRtQHrRiv8DWj4SEbStRmNpdS0RQ9qhedbizcgFVSG8XxdixgzE2b12MhUlO3LY/NA3eHJKgxlWiqBkZw6HvttJ6tR+tLmyT5PMQLYnhRM3sBXZP+7DZDcjjnkmkbrEX+QhsmscUT0SQuilgcHpIS0trZL0TnUrpiIiIkhPT2flypUVk1J9+vRh0qRJ3HPPPbRt27ZGfU6Ez+dj9+7KBQuEEMTHx/Puu+9y6aV1u2/XKdj0wAMP8Morr1TJ+Hn99dd54IEHahxsGjhwIM8880yV7a1atar4v9Vq5cMPPyQzM5Ps7Gw6dOhAeHh4RbsQgocffpj777+fXbt2ER0dTVJSUpWb7cns1LRPc+KcUV35/tstZKUXEh5px2IJfhw8Hj9lpR46d02i/8DGpdfUnDCZTdz28g38928fsvqLtRRkBvXCbE4rA8f35bp//AFHuL3SPkIonJd0E8ty3mZX6WrKAsF9VMVMiqM7oxKuxWmKqlUm0vIv1hPwa0TFVf2sO8Js5B8qYsWiDUawycCgGVEfmUmNMbPpeMTFxdGpUyc2bNjAyJEjQ+aH2WxmyZIlvPPOO3z99dds2LCBpKQkXnjhBaZOndqslywbnDkIRxfo+BLkL0QWfQ9aOThTETEXQtQohGJucJ9k2WKkZyuosccElASoEUjdgnT/iixfiQgbWe3+Md1iielWvYarEAI1YgpK2PlI1wqkVohQYxCOoQglnKhhEHl2b6TPD4oSrERXSzS3ny2PfocnpxRrnBNx+F4hpSRQ4mHfW2sIaxdL3KA2tbbdGOh0wwBKduXjyihBtZtRrSZ0v4ZW7sMS46DL7CEIpekF0gyaIfVVjfewjYiIiJPqPPfs2ZPly5dXyn7u2bMnEBQGb9u2bY36nIjY2Fjuu+8+Bg8eXKWtvLyc1atXV9t2MuoUbCoqKmLKlClVtl922WXMmTOnxnbi4+MrqtmdjOTkZJKTk4/bbrFY6N69+ynbqWmf5kBUtJO77r2IF575hgP78igr9QASs9lE775tuPnP52GxNnya85mEM8LBTf+cyeQ5E9i5Zg9SQruzWtOyw/H1AyyKnTGJ1zMgdiIZrm3oaMRZW9PC2q5OM1oZ+3IwHUdwXAiBalLJ3J9ba7sGBgaNmPoYLDVCzabjUV5ezrZt2zCbG/4hF6CsrIywsOASEFVVmTFjRo0n5gwMmiLCkgBJ1yGSrgu1KwDopUEtt+oyl4RiQwaK0Mt+QDlOsKkmCCUcEXZB9W1CIKx1r6SWs3wvnqwSLDGOikDTEbvmSDuenFIyFv7WZINNzpRIBjw1jr3vbCR76X40tx/FpJA4pj3tpvYiomPjqoxtcOYSimp0V111FY8++ii//PILAwcGV70sWrQIm81Gjx49atznROzbt49Zs2axZcuWWrWdjDpFEnr37s3SpUurpKr/+OOP9OnTpy4mDUJEq9axPPrkVWzdnMbePTkIIejavSXtOyY0yVTcpkqLlDhapNROLDPCHE9E5KlXMQmLsJ9Q9E0L6Dgj7MdtNzAwMGgsPPPMM6xevbrSNq/Xy88//0x8fHzIlsU/9dRTzJ8/nwkTJjBhwgRGjhxZbaq8gYHBaUIrAHGiYLMKWn6DuVNbSrbnIKVEMVU/OajazBRvzgoKbTdR/UZHywh63D2czjcNxFfoxhxhxRJljD8NDLp06cI///lPxo4dy9ixYyktLWXlypW88sorxMbG1rhPXSkoKKhUHb021CnYdN5553HVVVdxww03MGDAAKSUrFmzhldeeYW5c+eycOHCir7HVnYzaJwoiqBHr9b06BVa4VSD0DDwvJ789uteAgEN0+8GMQF/AAQMPPfkEXEDA4Omg+S4hTBrZaOxYbPZKjKIjhAXF8e9997LzJkzsVjqnllwKvzlL39h4MCBLFy4kD/+8Y/k5eUxduxYJkyYwIUXXkhiYmJI/DIwOFWklOgZ2/FvXYaen46w2DG174ep81CEvREJOpsSwbf/BB00MB0/qzzUiMMyUGcC5nAr5nAjGG/QOKmvAim1tTF79mwuvvhiVq5cSXh4OG+99VYVHcqa9Pk9aWlpzJkzh5KSEtLS0qqsXvP7/axZs4Y//OEPtXP4MHUKNj3yyCMAvPjii1XaHn744Up/ezyeuhzCwMCggRg6rheLP/iZgzuzCI9yYrUHZ/68bh+lxS7adm3JoLFGsMnAoFnRTKNNNa260tBYrVbGjRvHuHHjeOGFF9i8eTMLFy7kjTfe4MYbb6R3794VWU99+/Y1MosNmgRS6viWv49/w2LQfKCYkFJHS9uKb+Ni7Bf9GSWmcchSKOEXoLl+RuoehFK50rLUXSBMKOHnnXY/pJaDDGSBsCHMHRCi+kyl3xPRNQHx2RZ0v4ZSjfSB5gkQMzS1yWY1GRg0FUKxjO4IqamppKamnnKfY1FVlbi4OFRVrfj/sdhsNsaPH8/VV19da3+hjsEmI4BkYNB8cIbbuePZ6bx8/0fs3pxGWYkLAZgsJroPbM/MBydRJjQULYBVNTS8DAwMGjcff/wxI0eOJDY2lgMHDjBnzhxcLhd///vfK3QMQk3Pnj3p2bMnc+fOJT8/ny+//JKFCxfyzDPPYLfbefrppyuq/RoYNFYC21fiX/8NqBawxwZ1iQCpa8jCTDxfv4j9yocQSs0CKqcTETYSUfYtsnwFUlpBcQYb9DKQfkT4+Qh7/9N2fBnIJFDyCrpnOUgvoCJMrVHDp6I6zj/p/vFD22JvGYkrvQhrrLMiqCSlxF/sQbGotJxwcu1aAwMDg2NJTk7m5ZdfJicnhw8++IA//elP9WrfeHI0aBboUifHm4FXcxNpjiXKYggJ1oYWrWK4/40b2LnhAHs2p4EQ2DpEs8Kfw8ylX+DXNBxmM+M7dOKqHr2IczhC7bKBgcEpUR/VVBpf9s2SJUt4+eWXmTx5MgC33norpaWltGvXjksuuYT9+/c3Oq2k2NhYpk+fzvTp0wkEAixbtixkQuYGBjVFSol/42KkrqM4nZXahKIi7RHoeWloB7dgSu0VIi+P8UlYUBMeRi94A730S9CLCVaji0GJuAQlehpCnJ6sIBnIxp9/B9K/PxjkUqJAakj/HgKF80AvRw07cVlx1W6m+71j2fL3b3AfKgEhEIpAajqqzUzbGf2JHWjIYRgYnH7qqRpdIxtDtWjRot4DTWAEmwyaAdtK1rE890tyvZnoaJiFmfZhPRjVYiKxVkMHo6YIIejcJ5XOfVL5LTebO7/7mlyXC4fZjFlVKPV5+e+mDaxIP8iz511IQlgj0mIwMDCoHc10Gd2CBQu49NLgQ1tZWRmLFy8mLS2NuLg4+vfvz9q1axk6dGiIvTxKYWEhe/fupX379kRFRWEymRg1alSo3TIwOCnSXYJeENRoqg5hsiDdpeiH9kAjCDYBCMWOGncLSvQMpG8PIBDWjgjl9E6gBcreCwaa1BZHl80JMyg2pJaPVvoain00Qo06oZ2ITvH0+9elZC/ZRf7qA2jeAOGd4kka25mIzifWZTEwMKgfQqXZ1FBkZ2ezevVqMjIy0HW9YntsbCxXXXVVre0ZwSaDJs2molUsynqbgO7DpjpRhYpf97G1ZA1Z7v1MbTOHGGtCqN1sUuhS8vjKZeS5XCSGhaEc1g5xmi0EdJ09BQW8su5X7j/HeCAyMDBoXJSWlmIyBYc2y5cvp0ePHhX6A3FxcZSWlobMt1dffZUHHngAu93O22+/zaFDh5g+fToulwubzca///1vZsyYETL/DAxqg6jJrHzjmrivQKjhCHvvBjmW1N3o7m/QLBKhliJ0M0JzHL1+ShRSy0P3/ITqvPik9qwxDlpP7kXryac/gFee7cZT6MMea8URbzv5DgYGBk2ajz/+mJkzZ+J0OiksLCQ2NpasrCxMJhPjxo0zgk0GZxY+zcMP2Z+g6X7CTdEVgqqqasKi2Cj057Ei7ysuajkztI42MTZmZ7G7oIBou70i0HQEk6LgMJtZcmAfN7sHEWs3ltMZGDRF6kPgsj4EMuub/v378/zzz9OqVSseffRRLrzwQgB0XWfLli306hWaDIt9+/Zx6623MmfOHFRV5eabbyY3N5dHHnmEUaNGsWjRIm699VYmTJhATExMSHw0MKgV9nCUmFZoh/YgrFXHAjLgA6GgJHYIgXONAyklPu0dvBH7kIoGogAhBUKzYXYnomhOhFCRCKSWG2p3K8jdUsTaF7eT9lMOul9HsSikjkmi3y2diekYEWr3DAxCi6ynZXSNbAwlpeSmm27iP//5D126dOHKK69ky5YtbN26lUmTJjFt2rQ62a3T4uTfq5TXtM3AoD7ZVbaZ0kAxDlNElco9ilCwKFa2l67HFQjdTHZTJK2kGL+uYVWrF/S0m814An4ySkoa2DMDAwODE3PNNdfQrVs3rrrqKqxWK7fffjsA8+fP5/zzzycxMTRLq7/77jsuvvhiHnvsMR599FE6d+7MwIEDmTNnDr179+avf/0rgwcP5ttvvw2JfwYGtUUIgbnXuQhFQXrKkcesCZG6Bu4SlLjWqK3PXNFqv/4+Xvl6MNCkK6CbkFJBV934nAfRVTdS6oCOUCJD7S4A2esLWHjNCvZ8mQGAOcyMlLDz04N8MWMFeduKQ+yhgUFokYh6ezUm0tPTMZvNTJkyBUVR8Pl8AHTr1o3HH3+c//znP3WyW6fMpvz8/Gq3+/1+SowHUIMGosRfCIB6nLKxJmHBp3spC5TgMIU3pGtNGptqQhBcTqdWU35b03UUIbAbArYGBgaNDLvdznvvvVdl+/Tp05k5c2bDO3SY4uJi2rVrV/F3p06dKj2cA/Tu3Zu0tLSGds3AoM6YugxFz0/Hv+FbKMtHKipS1xGAEtMS27ibK1Wik1KStb6QfT/mEHBrRLcLo9OFydgimt94QsoSvNqbgIJCFJLDguQEs0qlEiBgzcXsiwDFiWIbHmKPg+/P8oc34cr1EpbkQCjBMaDJpmINN1OW5WLVY1u46M2zQ+ypgYFBfVNcXEx0dDQQFAs/dOgQgUAAk8lEfHw8ubl1y76sVbDpf//7X7X/h2CK+urVq+nQ4cxNlzVoWOyqE5DoUkeppoKIJgOoQsGhGkLWtWFAcisirTZKvF6i7VWFP0u8XjrFxtI+2ljqYWDQdBGcuqBK45qVO8LHH3/MyJEjiY2N5cCBA8yZMweXy8Xf//53Bg4cGBKfevXqxQsvvFDxd+fOnav0ycnJ4ayzzmpItwwMTgkhFCxnX4GpbW/825aj5wUFw03t+2HqPBhhOzr+8hT7+GrOevb9mIPmOyo6u/yJbZz76Fm0G5vItpU5FOV4CIuy0H14AhZb9ZOJTYGAXI6kEEEcqAGQ5SD9gIoQSjDDyVSCxIzJORNhCr2+aM7GQvJ+K8IWbakINB1BKAJrpIWsX/Mo3F1CdAdjOZ3BmUl9yBAcsdNYiYuLIyUlhblz53LhhRfy8MMP07NnzzrZqlWwadasWdX+H8BsNpOamspzzz1XJ0cMDGpLx/CzsOc4cWtlOE2Vf/SklHh1N10i+hJmbhypyU2FaLudS7t2Z/6GdRR7PIRbrShCoOk6hR4PJlVhWs/eVfScDAwMmhDNtBrdkiVLePnll5k8eTIAt956K6WlpbRr145LLrmE/fv3Y7VaG9yvc889l3vuuYd9+/bRtm3bKtoHbrebNWvW8H//93+1tr1582YsFku1Aawjtvfv3090dPRxlxEGAgF27tyJ0+mkTZs2ldqys7OPm3HVq1cvzGYzgUCADRs2VGlv3759xUypQfNECIHasgtqyy7H7SOl5Ks569n1TRb2KAuOOAtCCPSATnmujwU3/kp+nMqhfA9aQEdRBLEtHUyc040RV7RtwLOpP6QMZjIFq8+pYGqFDGSD9IDUgvdPBZSIS1HDZp3EWsNQmuEi4NWxxR5nxYBNxVUWoDTDbQSbDM5cmqlmU0JCArNnz674+/XXX+fqq6/mn//8J4MHD+bhhx+uk91aBZuKiooA6NChA7t3767TAQ0M6gunKZwhceezJHsBZYFi7GpYRTU6t1aKQw3n7NhxoXazSXJ9n/74AgE+2b6VnPJyBMFxUYTVyh/7DuD89h1D7aKBgYFBFRYsWMCll14KQFlZGYsXLyYtLY24uDj69+/P2rVrGTp0aIP7pSgKX3/9dUWlvN+zZ88e5s2bR3x8fI3sBQIBnn/+eV5++WUyMjLo168fP/74Y6U+Ukr+8pe/8Nxzz9G6dWsOHTrEiBEjeOeddwgLO5px8v333zNt2jRUVaW4uJhevXrxySef0KJFsJT6d999xzPPPFPJ9oEDBygpKSE3Nxez2UxeXh4DBgyge/fu2GxHq1Y98cQTjB49ukbnZNB8ObJ0zh5lwRJ29DugmBQUh0LR3nJ8hRDW3o7ZqhLw6RRkuXlz7jqEgHMub3oBJyGCGrZSBhDChBA2MLcB3Q3SB8IDwo7Jdt3hgFTosUaYUUwC3a+jWqr6pAckiioqvYcGBgbNg/j4eG644YaKvwcPHsyOHTvQNA31ODq+NaFOdwsj0GRQn2RnFFJa5CIyNoz4xNplIQ2JPR9VmFiV9w1lgWIkElWYSLC15vzEK2jpqP0AxaOVsLvkB3aXLsWtFeAwxdI+fCQdw0djPUOW5JkUhdsGDWVy1+78dHA/JV4v8Q4no1PbVbu0zsDAoInRTDObSktLKwI6y5cvp0ePHhWFS+Li4igtDV3BiISE4y+T6dGjBz169KixrfLycvbv38+nn37KU089Ve247NVXX+W5555jxYoV9OnTh7KyMsaPH8+f//xnXnvtNQAKCgqYMmUKt9xyC4888gjl5eWMHDmSWbNm8fnnnwMwbdq0KplY3bt3Z/To0UREVM5ueP/992t1HgZnBvuX5qL5dBxxlkrbpYTiHC8a4NQF0hyURDBZFKIT7RRkuVjw9DaGXNIas7VxBGRqikmcjSAOST7IOIQQwYXHih0prYALszICRTQeSYKkAXGEJdkpy3LjTKg61vMUeonpGEGL3ka2osGZi9SDr/qw05jYtWsXt912G19++WWl7acSaII6BpsAtm7dyurVqykoKKjSduedd56SUwanByk1gEYzg7JjcxqfzF/Ozk3pBAIaZrNK9/6pTLnmHNp0rNnadUUoDI4dS++oYewv345XdxNpjqW1o2O1Ok4nozyQz+Ksf1Do3Y9AQRVmirxprPG+yb7SZYxJuheH6cz5kW0VEckfeoSmVLiBgcFppJkGm/r378/zzz9Pq1atePTRR7nwwguBoK7kli1b6NWredzPIiMjq2Qb/Z7vvvuOUaNG0adPHwDCwsKYNWsWN9xwA88++yxOp5OPPvoIr9fL3LlzAXA6ndx9991cccUVHDp0qNpld6tWrWLr1q08++yzVdoOHTqEoii0bdsWuzExYXCYgEcDQZXKwT6Phs8TQDn8NCJ0kMcM3cJjreRnlLN1RQ69Ric1oMenjhAOrOpNeLTHkeSAjCT42OVBUoogEYs6M8ReVsZkU+l7U2eW/W0jrlwPtmgLiklB9+u4C7yolmC7olY/vs7cVsyq9w6w46ccADoMiWPQla2JbFOn4ucGBo2S+hg+HbHTmHA6nWzatKne7dYp2PTyyy9zyy230KpVq2rX4hvBpsZFkXs1OWWfUuJdB0CYtScJYZOIsg2r8sPfUGxdf4Bn7vuY0mIXznA7NrsZny/AmqU72LM1k7sev5y2nWs+sLCpdrpE9Dllv37Nm0+Bdx8ONRpFHP16aDJAnncPa/Lf4pyE2SewYGBgYGAQKq655hqWLVvGVVddRb9+/bj99tsBmD9/Pueff/5xNYsakg8//JB//etfHDhwAL/fX6ntzjvvrLcxVGRkJHv37q20LTs7G6/Xy5YtWxg0aBDr1q2ja9euOJ3Oij6DBg1CSsmGDRu44IILqth9/fXXadu2LWPGjKnSdtlllxEbG8vBgwe55pprePrpp3E4HPVyPgZNl5j2YSBBD+gopqOBBz2gIyUIKZBWgfzdXKjJrKAFJOXFvgb2uH6wqBcihA2v9h90uR/QAAsmcQ5W0y2oovEtD+x2VSqaT2ft89tx5XoqtjvibQy8vRudJqZUu9+6z9L54J4NuIr9mCzB9zhrRwm/fnyQi/7egeFXGPqpBgaNmeTkZNq0acOCBQuYOHFivdmtU7Bp3rx5zJ8/n+nTp9ebIwanh6zS90krfgld96IqwVnGIvcqSjxrSI64mpYR1zZ4wEnXdd5+fjGlxW7iEiIrjm+2mHA4rORlF/P+v39k7j+valC/SvyHSHetw6I4KgWaAFRhwizspJX/QnkgD6cprkF9MzAwMKhPpAy+TtVGY8Nut/Pee+9V2T59+nRmzpzZ8A79jlWrVjFjxgz+9Kc/MWvWrCoaTvVZje6Pf/wjQ4cOZfbs2UyePJldu3bx/PPPA5CXlwdAfn4+sbGxlfY7suwwPz+/is3y8nI++OAD5s6dW2nsYLFY+O9//8u0adMQQrB582bGjh2L2WyuOObv8Xq9eL3eir9LSkqAoNaUbGQfriM+NTa/6kpDnU/+5jz2frqbrGWZxJtK8eaoiNgIpNUKQqBaBEIAUuKPs4ACx873+70aJqtCVAvbcX1t7O+NSYxGVUeiyx1IylBEIooIBmyq87kxnE/Pq9vRaWIrDvyYjTvfiyPOSpvRiVjCzNX6lbuvjA/nrsdTrhHdylZxb5BSUprn44d/7yK1WyIpPZv+yoDG8P7UF83tXBruYM1TIDw9PR2LxcKkSZMYPHgwqamplZbQpaSkMG/evFrbrVOwqaioqKLSi0Hjpdy3k/Tif4OUWE1HZ3NNSiR+rZjM0reIsPUjwtq7Qf3atSWD9H25REQ5qgS6hCIIi7CzY1Ma6ftyadW2ZmKp9UGh9wAB3YNDrX79vFmx49aKKPQeNIJNBgYGBo0cl8uFyWTCYrFgNptD7Q4Ay5YtY+bMmXWqOldbBgwYwKpVq3juuee47777aN26Na+88goXXHBBhYi32WyuFPCBYPW6I22/54MPPsDj8VQJ3MXExFSagOzZsye333478+bNO26wad68eTz00ENVthcXFze6hx8pJWVlZUDVpWBNkYY4n6wVGWx//TcCHg0lTMHR1Ypa7EPXi/CbbARsDjDpRLZTcaFjSVWopEktJcU5fjp0cZLQxUxxcXHIzqV+SD7m/9WfCzSu80kYeVSTza25cB/H7V++2IsSHiCpnZWgMNXR768j0URA8fHrot1EtO50eh1uABrT+3OqNKdzOTJZ0RBIKZD1ECiqDxv1iRCCNm3acPXVV1fbXlftpjoFm/r378+aNWs455xz6nRQg4Yhr/wrNN2NRa2qf2RSIvBp2eSWL2rwYFNBbil+n0ZkdPUfP4vVjMvlpSC3tEGDTcFsJoFEUt3XXyIRQqA0Es0rA4PTiZQ6/sAedL0UTYsEjBR4g6bBxx9/zD333MPevXv58MMPmTJlCu+88w7FxcXcfPPNIfWtRYsW7Nq1q8GO179/f958882Kv99//30AunXrBkDr1q1Zs2ZNpX0yMzMr2n7P66+/zoUXXkhycnKVtt+TnJxMUVERZWVllarfHWHu3LkVyxwh+LCQkpJCZGRkFeHxUHMk+BUZGdnkH8rg9J9PWUYZO/5vK1p5AFu8HeEXoIDZaqY804XuduG1mnG0iqD9pfEs+mw/xes9OKIsWGwKAa9OWaEPR4SZCdf3Iibm+BkxxnsTevYtL6c8U2CW1WgzCQXdorB7SQmX/qXpjyOa4vtzPJrTuTR1/xsDLVu2ZP78+fVut07BpnPPPZcrr7ySu+66iw4dOlR5gydMmFAvzhmcGuX+HQihVvsFFEIghJly3/YG98sZbkNVFQJ+DbOl6kcwENBQVQVnuK2avU8fLWydsanh+PQybGrVH8Qj2+NtTX9mxuDMoKTMzXfLt/PD6p0UlriJj3Yyekhnzh3aGafDetz93J6llJS+ii+wAyl13K4UdNGRqIhbMJtSG+4EDE4f9ZEG3shm5QDWrFnDrFmzeOyxx/jggw8qtl988cX06NGDGTNmVBv4aCguvfRSHn/8cb744gvGjRtXZRldfaJpwaIgR2YjpZS88sornHvuuSQlBTURx4wZwxNPPMHOnTvp1Cn42/bFF18QFRVF3759K9nbvn07K1euZOHChVWO5fF4KrKljvD999+TkpJy3OtttVqxWqveh4Ljk8b32TriV2P0rS6czvNJ+2o/vmIfjgQHAlGR6GKxm7C0j6A8s5yOo2IZ+tQ5KIqg65TWfPx/W9i2OpfSsgCqWdBlUDyTbu9G92EnLxhzonPRNZ3ybC9CFThbWJvE+9fUPmuKqiB1edzfBKlLFFVpMudzMpra+3Mimsu5NKT/zTWz6XRRp1HOkbTnI9VLfo/H46l2u8HJKfbtY3fxT7jduzArNhIc/WnlHI5Zqf3gWBFW5AnrKmoo4vgPnKeLLr1bE5cYQd6hEmLiwyu1SSkpLXaR2imRtp0bVsjVqobRMeJcNhd+gk93YRZ2hBBIKfFLF7oM0DniPMyKUWHHoPGTW1DGQ899yf70fFRVwWxS2ZdewKsfruCnX3fzwK3jiAyv+ll2ub+moOhBdOlGEZEIYTm8/Rv8/s3Ex/4bs6lNQ5+OQT0jZPB1qjYaG++//z5z5szhj3/8I4sXL67YHh4eTps2bVi9ejXnnntuyPyLiIhg+PDhXHzxxZhMpirBlnvvvZd77723RrY2b96M1+slLy+P0tLSigyl/v37A1BaWsoll1zC7NmziYqK4pVXXuG3335j+fLlFTbGjh3LyJEjufzyy3nkkUfIzMzkkUceYd68eVgslcvUv/baa7Rq1apa0fCnnnqK/fv3c+GFFxIeHs5nn33GW2+9VSmryuDMoXB7IYKgNEJ1qDaV4p2FKIfb254VzZ1vDefQvlKKsj2Ex1hJ7hh+Sg+QekBn41v72fTOPooPuhAC4rpE0ueadnS+pGWTf7huTHQaFs/2pTnouqx4T48gpUQGJJ2HtwiRdwYG9Uwz1WyCoC7j/fffz4IFC4iMjGT9+vX4fD5uvPFGXnzxxSqTSjWhTsEmI5h0ethd/Bm/FfwXzeVA2AuRQifTtYrdxZ8yqMV9RFiqprSfiCjbUIrcq5BSQ/xu6ZeUOlLqRNuH1+cp1AiLxcTEGWfzn39+Q2FeKeFRDkwmFb9fo6SoHKvNwqSrh6EoDV8qtXfM5bi1QvaWLsenl1dsNwkLnSLG0jP60kr9pZR4tQCKULDUcS2rgcHp4JX3l7MvPZ/YKCemY8oU+wMa2/dm8+YnPzP76pGV9tF1F0UlTyOlF1VJPBxsFSgiDFVJIKBlUFL6KrHRjzTw2RgY1IysrKwKke3fP0xKKfH5QlvVauHChbz11lv87W9/o3v37lUym7p06VJjW3/9618rlrwJIbjxxhsBKoJOUVFRPPXUUzz55JNkZmYyYMAA1q9fX2kJnBCCL774gscee4wnnngCh8PBv//972oLwGzbto0777yzWt2Ge++9l3fffZe3336b/Px8OnbsyK+//kqfPqdeJdag6aGYlRMXENAlirnqGC+xbTiJbcOr2aF26JrOt3etZ+vHaQhBhbB11roCsjcVUrivjCFzav5dMzgxAyan8OOruynOchOZZK8IOOm6pCTHQ1xnM4OuMCapDAwaOzfeeCN79uzhhhtu4O233waCBUDi4+N56aWXmDNnTq1tnr78bYNake1aw2+F/0ECVjUaxaQgBOgyQKk/jV9yHmNUy2dRRc1FTmMdYzlU+j6eQAZmNRbl8L66DODX8rCYEoh3jDtNZ3RiRozvha5JPpm/nMK8UqQM6iHFJ0VyxQ2jGHBO55D4pQozZ8ffQueI89hftgqPVoxdjSI1bCix1vYVDy+6lHyVvo0F+zexr7QAAQyMb8PktmfRN676srAGBg1F+qEi1m9NJ8xhqRRoAjCbVBw2MyvW7WXaJQOIiTpa8tzjXYmmZaMoMVXF+4WKghO3dwmalo+qVq5gZdDEkByr4Vp3G42Mrl27snTpUmbMmFHpM/zbb7+xdu1aevXqFULvYMuWLVx77bU8+OCDp2zr888/P2mf/v37V+g0HY+wsDAeeeTkAeRFixYdt00IwdSpU5k6depJ7Rg0fxIGJZL+7QH0gI5iqvwbJKVE8+skj2h12o6/+5tDbPs0HWu4GUvY0Ucda7gZd4GPX1/aRfuxibToEXXafDiTiEqyc/ULA/jvrWsoznQHRcIFSB3C48yMu7MLLdqFbvmygUF9Uh/DpyN2GhNut5tPP/2U9PR0MjIyKoJNAKNHj2bevHkNG2zatWsX7777Lnv37q1Ik/7ss8+44IILql2Db3Bi9pZ+iSZ92NV45DEDZEWYsKrRlPoPcMj1My2dw2ps06xG0THuMXbn3487cDB41wcQAqupJR1jH8JiCk1aqxCC0Rf3YejY7mz6ZS+lRS6i4sLo2b8tFmtoqwYJIYi3dTquNpMuJY9tXMyitK1IKbGbzGhS8n3mTlbm7OPOs0ZzYUq3BvbawOAo+9Pz8Xj9xMdUP7iz2ywUlbg4kFlYKdik6dmHhfCr/w4KYUOXZWh6nhFsauo0U82mG264gd69e3P99dezf/9+Vq5cyfr163nhhRe46qqraNmyZUj9S01NZefOnSH1wcDgdNPq3NbseHMbpfuLscc7KrKYdE3HnevGGmWl7SXtT9vxf/vwIHpAVgo0HcEWbaY008O2T9ONYFM90mlYPHd9M5I1n6Sze2UeEkm7AbH0u7QVapg/1O4ZGNQbzVWzKT09nYSEBKKioiqypo9gs9kqKhfWljoFm5YuXcr48eM5++yz+e677yqCTStXrmTv3r11inqdyegyQJ5nMyZR/TpIVZiRSPI9W2sVbAJwWjrSI2E+he6fKPNtBiROS1di7KNQFUc9eH9q2OwWBo5oWqnMP2Tu4su0rThUM07z0cBqhNlGvrecZ7cspV9sKxIdjauajsGZg8kUFOLUpUStRpfiSCahSa3cpohIBFS79Da4nw+BCUVp+hVlDJonLVq0YPny5dxzzz1s27aNX375heTkZGbPns39998favcYP348Dz74IB988AEXX3wxdruhAWjQ/LCEWxjyf8NYffdySg+UVMx1IsAWZ2fA3wYT0e70/Y4U7CrFZK1eiiEohgwFu0tP2/HPVCIT7Iy5qSNjbupYsU1KSXFxcQi9MjAwqAktW7YkJyeHQ4cOVVnd8OGHH9K9e/c62a1TsOkvf/kLzz33HNdee20lZ66++momTpxoBJtqiaxxQl7dEu5UxUac8zzinOfVaX+DynxxcAualJUCTRAcwMRYneS4S/k2YwczOg4IkYcGzZUD+3NZsXwnBfllhIfbGTS4PZ27Jlf5UejaPpFwp5Wycm+1IuBl5V6iIx10TK2c2WizDUNRotD1oiqZS1JKdFmK3ToSk9qw4v0GBjVl8+bNJCQk8NFHHwHBimzVaQyFimeeeYZdu3Zx5ZVXAlTx7YEHHuCBBx4IhWsGBvVKVMdozn13HBnfp5G7Lhtdk0R3jSHl/DbYok9vtWFLmAk9cPwxs5QSa0Ros+gNDAyaKPrhV33YaUQ4HA6uv/56LrzwQqZOnYrH4+Hzzz/nww8/5KOPPmLVqlV1slunYNPmzZu54oorgMoCnG3atGH//v11cuRMRhVmoi2dyPFswExVYURdBgCIsnZoaNcMqmFncQ42tfqvjiIEEthfWtCwThk0a3Rd8vaby/j26014vYFgZhKCb77ayMDBHbjp1nOxHrP8NDLczrlDu/DJdxtwuX3YbeaKyorlbh8BTWf8iO7YfrdkVVWiCA+7huLSf6FpeShKFGBG4kPXs1HUSCLCr2vYkzc4PTRTzaZHH32UyZMnc9lllwFVgzmh5g9/+AMDBw48bnuHDsbvvEHzwWQ30WZCW9pMaNugx+00oSU5vxWjaxLldxm8Aa+GUATtxxqTJgYGBnWgnpbRNUYpgieeeIKHH36YRx99lIKCAi655BK6du3K559/Tt++fetks07BJqfTSU5ODm3btq0UbFq3bh2JicbNuy6kRowjz7sZn1aGmaiK7VLqeLRCnKZEkh1nh87BZkCJx8PivXtZm5WBpku6t2jB+R060MJZO9FCq2qiPHCi9ecS63GCUQYGdeGrRRtY9MV6rBYTcXFhFYEjj9vPimU7iIiwc+31IyvtM23iAApLXCxfu4cyl7diu9ViYvzI7lx6fu9qjxXunIFApaR8PrqWhy5BShWzqQPRUXditVS/n4FBY6Bt27bs2LEj1G4clw4dOhgBJQOD00z3y1LY/N5+ig+W44i1YrKpSCkJuDXcBT6S+sbQ/rykULt5WnEXeNn9RTqZv+QhdUlCnxg6XZyCM9FYumtgYFA9JpOJhx56iAcffJCcnBwsFgsxMTGnZrMuO02ePJk777yT+fPnV2z7+eefmTVrFpdffvkpOXSm0tIxjKKIXewu/hxPoABFK0GiIdGwq3H0j78Lk1I57bjUt5Ps8m8p8+3FpNiJsQ+hhWMUJsV5nKOcWeSVlrN48262pB2iyOPht5JcylU/mIIB0h/27eXtjRu5b8QIhrdJrbHdEYkd+GDv+grdm2PxaQFUoTCohVHi1aB+8PkCfLVwA4oQhIUfvQcIIbA7LAQ0nZ9+3MakKQOIjj763beYTdx+7WjGjejOynV7KS5zExPpZHj/9rRvHVfls3vUrkJ42HScjkl4vKvR9DJc5lji44agKEYQtdnQTDObbrzxRkaNGkVqaiqjR48mIqKydp7dbm/wbKevv/4agAsuuKBe+xoYGFRPWKKdS14bxFd/Xkv+zlJkgQ8AxazQelg8FzzTD5OtcWU91idZa/L47rZfKctyV9yn936dycZXdzHqiX60GXXyxAA9oBMo92Gym1EszfdaGRjUFolAUg8C4fVg43RRVlZGdnY2TqeT8PBwzOa6Lzuu05PD448/zqRJk4iNjUXXdWJiYigsLGTMmDH8/e9/r7MzZzJCCLpHX0O8rTe7s5dRbtqKSbGS7BxC67AxOI6pGiel5GDpuxwofhNNuhGoSKmT615GesmH9Ih/FIc5JYRnE3p+2Z3GvM9+pKDcFRQn9HjQpMRsVolPicAWZkaXkjxXOX//cQn/vngi7aKja2R7YmpPvs3YTo6njFirE5MSFKH0agEKvS66RSUwtEXDpow3JaSU7NqXw6at6QQCOinJ0fTvnYrVYgQyquPAvlzy88twhlVf5dPptJKfX8bWLemcPbxzpTYhBN06JNKtQ+0zThUlDIf93MNlqourFQw3aMI002p0d9xxB/v27WP69OnVtn/00UdMmTKlQX1avXo1ULMAUm36GhgYHJ/4bpFM+3IkB5blkr2pCEUVtBwYS/KAmONOtjQHynM8fDf7V8oPuXEm2CuWEUpdUp7t5vs719DvkV6k57oRArr0jaNtt+iKa+ItdHPg422kf7ULf6kPxaKSNCqV1Mu6E9baKA5iYNBcq9EBHDp0iDlz5vDBBx8gZTBSHRMTw9y5c7nzzjvrZLNOT3fh4eEsXryYVatWsWbNGnRdp2/fvgwfPrxOThgEEULQwt4Ha3Q7IiMjj/tjmOdexv6iNwAFq5JQ0U+XAcr9+9ia9xB9E19GEWfmw3tmYQn/WLCEIpeb+HAnxV4P0g9moaIHdPLSSkjsEIXJrBLvcJJdXsbCHduZPXhIjey3DY/loX7jeHT9d+R4jlYzUYVCj+gk/t5/HJZGphPSWCgpdfOv139g42/p+ANaxXKwhPgIbr12FD27hLYseWNE0/Rqs+iOIEQwgBcINDKlQQODEDBv3rwTDog6derUgN4c5YknnuD5558/aT+Xy8Xdd9/dAB4ZGDR+vIcKKViykaJfdqB7fdjbJBAzqheR/TsilOqrzR2LYlJoOyqBtqMSGsDbxsGuz9MoP+TGcUygCUAoAmushbzdpbx2zTL2moJjBqtN5ayzE5n9xCAcJvj1zm8p2VWAYlJQbCqa28+BT7aRvfwg/R87l8jOcaE6NQMDg9PMxIkTkVKyaNEiunfvjsvl4ocffuCvf/0rZrOZ2267rdY2TykaMWTIEIYMqdkDukH9kVG2AB0/NrXyj6ciTFjUaMr8eyj0/EKsfWiIPAwtX2/YQaHLTYsIJ0IIXL6gvpIQAsWkEAjolBd5iYx3IITArKisSDtY42ATwMD4NrwzajpLsnaxpyQPVSj0j0thQHybikwng8rouuSf/17Mui0HCXdaiQi3IYQgENDIzi3h/178lkfuuYTWLU9tbXBzI7lVDHa7Bbfbh9lcVWvB4/ZjtZppk2oMAA1qjpDB16naqC1lZWV88MEHpKWl8ec//5moqKgqfbKzs/n0008pLi5m8ODBjBgxosb2O3bsSMeOHU/esQGZMmUKXbp0qXH/Hj16nEZvDAyaBmXb0zjwzKf4i8oQJhWhKJSu303ppr3Eju5Ny2vOq1HA6UwjfUUOQBVhdF2THDpQju7TiRKC+NYOANzlAX5ZnM4j13uZMdhJyc58rHEOFNPRayt1iSfXxZYnVzL03xchlMaXkRFqZHE6+t4l6Hm7QDWhJPVGST0HYY8KtWsG9YyUwVd92GlMHDhwgI0bN5KdnV1JgqBLly6EhYXx8ssvN2ywye/3s3fvXgoLC6u0DR48uK5mDU5CQC+n1LsVVTiqbVeEFUkRxd4tZ2yw6Zc96ahCVGSCBL/Lwf8LIRAIPGV+IuM5vA00vfZZIWFmKxe1Nh4KasrmbRls3p5BRJitUhU0k0klNtpJbkEZXy/5jRumGRmSxxIRYWfYOZ35etFG/HYNs/lo1pym6ZSVeenVp80ZHWzSpU6BLw9d6kRbYjErRknrxshTTz3FU089Rbdu3fj++++ZOXNmlWDT+vXrGT16NAMHDqR9+/Y8/vjjzJgxg2eeeaZWx1q4cCErVqygoKCA1q1bc9lll4Usq6lHjx5GAMnAoBZoHh9pL36Bv6gMc0xEpeCG5vKS//0GHB2SiRlxVgi9bJzIgAwObH9HWbEXrzuAVRWYFKVijOwIM2O2KOxfn8P+Ag2b3VQp0ATBrChLpJWS3QUUbsomprdRDOpYtD0/oK15DfwuECpIiZa5Hm3bF5iG34ESX/PJBoMmQH3IEByx04gIDw8nOjq6itYlQJs2bQgPD6+T3ToFm5YsWcLUqVPJysqqtl02tlBds+JI6OREH1CB5MxdUqNLvdKSI7vZRJnPW6nPkc+olBKfpnFWgvHDebpZt/kA/oBGtLVqoFQIgdVsYuWve7h+6rBmradQFy6/ajD79+ayY0cWQoDFYiLg1whoOi1bRTPrj6POyGsmpWRN4SpW5i8lz5uDRBJuimBAzFCGx40xgk6NjH79+rF9+3Y2bdrE999/X22fm2++mVGjRvHJJ58AwaygMWPG8Ic//IGBAwee9Bjl5eWMGzeOn3/+mQEDBhAVFcWyZct48MEH+cc//mEsUTMwaAKUrNmJL7cYc1RYlSwa1WE9HHBaT/Q5PUPkYeMloU8Mactzqiy/Ly3ygQxOvbocla+p2aISruh4Srw4o6s+aAIoVhW92Et5WrERbDoGPW8n2q+vgu4HR/zRiW5dB1cu2vJ/IsY/hbDW7UHdwKChiImJoU2bNrz66qtcf/31FdtdLhdPPvkkF154YZ3s1inYdPPNNzNt2jRmz55dbQq8welDFU6c5naU+H7DRFiVdl36EUCEpWvDO9dI6JmSxI7MvIof2girjQKXm4CuowoBSKwOM1JKijwebCYTF3c2Zh1ONx5v4IQhUlVV8PkDaLrEpJ55gZMTER5uZ+4Dl/DjD1v58ftt5OWVEBMTxjkjuzJ6bPdKVejOJL7LXsiPud+iS4ldDS6LLfEX8e2hL8hwH+SqlGsxGRX0Gg0jR448YXtmZiarV6/miy++qNg2evRo2rVrx8cff1yjYNOzzz5LXl4ee/fupWXLoxpwn332GVdccQWTJ0+mffv2dT4HAwOD0497fzZSgjBVr3+p2i140vLQPT4Um6WBvWvcdJrUms3/3YMrx4Ojha0i+KEFdMwIpCIoiaz6u6grCroOUtOBaq774TwCxWr8ph6Lvvs7CLgrBZoAhKIg7bHI8lz0AytQOxlFH5oLkvoR925sqTnp6elYrVZuuOEG/vnPf9KtWzfcbjc///wzJSUlREREMG3aNABSUlKYN29ejezW6Y6xb98+HnzwQZzOM/MBJ5QIIUgOn0hJ/jb8eilm5WikXEodn1aAw9yaWPuZq6V1fq9OfLlhO4XlbqKddsyqQmJ4GJklpQT8GkIRaHbILi/DZjJxQ78B9E5KCrXbzZ7EFhGAQNclSjXr/b0+P+3axGNSDQ2G6nA4rIyf0IfxE/qE2pVGQaY7jWV5P2ASZhzmo79FFsWCT/eytWQzm4rX0Tf65AGKMxLJqY90Du9fUlJSabPVasVqrb564onYsWMHQBXNpQ4dOlS0nYxt27Zx2223VQo0AVxyySUMHjyYHTt2GMEmA4NGjlBVTnSDklIiFGFoNlVDVNswhj/Um5/u30BZphvVGrxGFg08SHJbmPHYq163Ar9ARtjxl/ow2atmBftLvJjDLcT2q914WUqJlp+Fe/NyRMCPEtMCc+c+KLbq5UCaGnrWBlCt1WaXC0VFIpG528AINjUfmukyOiEEqamppKamVmwLDw/noosuqtJXrUUhrDoFm3r16sWWLVsYNGhQXXY3OEUSHOdS6t1BZtkCPFo2CmYkGhIdmymRbnH3o4gzd6anU1IcN48dwgvfrSKnuByLSUUCYaoF3SQJT7DjiLLQOzGJizt3oW9ycqhdPiMYPqgj/1u4juISN1GR9ko/zF6vHylh7DlnbkaeQe3YULQGn+4jyhxdpc2iWHEFyllbuMoINjUAKSkplf5+8MEH+dvf/lZrO2VlZQBERlYurx0VFUV+fn6NbHTo0IGMjIwq23Vd59ChQyEPNH3++ecAXHzxxbVqMzA4k3B2TUEsVNB9fhRL5cCHlBLd4yOyX0cUq9mQ7qiGTpekEN0+nG0f7id9eQ5Sl0T0jmbhsgwCZsnvwzyuUj9ms0rry7tS9tkWvAVuLFE2hBKsGBwo86H5NNpM7oYttuZBIul1U77ov5Qf3Adl+YfHfRLlx09xnH8Vli796vW8Q8LJPn7BNJiG8MTA4JRo2bIl8+fPr3e7dQo2PfPMM8yaNYtbbrmF9u3bV4nmnnvuufXinEH1CKHQIfpWYu2DyCr/inLfHlTFRpz9HBKd52M1xYfaxZBzUb+utE+I4csNO9iwPxOAfu1aMb53ZzonG9cnFMTFhDHz8iG8+s5y8grKcNgtKIrA7fajS8mA3qmMHmYsZzSoGfm+XAQcV6vKrJjJ8+Y2rFNNCcmpz6odHj+npaVVEpSsS1YTQFhYcGl4cXExiYlHNUGKiooq2k7G9OnTGTZsGFFRUVxyySVERUWxb98+/u///o+OHTvSsmXLiqCW3W6v1excfbBu3Tqg+oDS2rVrUVXVCDYZnPGE90zF3jYR165MTFFOFHPwcUVKSaC4HMViJva8ZhCoOI3E94givkfvir91XZI5ZyVLPtmHpzyAM8KMlFBe6kPqcO4V7Rn6p74cTLaz6z/r8eS6ECIYJ1FtJtpc0oXOs/rWyofyL9/Ct/VXiExARESjCIHUNfTyEsq/mI9wRGBu3bDVQ6WU+DMy0MrKUMPCMLdseUqal0pCN/R9P1XRyILDuk1CIOJCU5zC4PQgpaifZXSNLLPpdFGnYNP27dvZvn07N910U7XtNZ1lKC0t5Z133uHll19m+/btfPvtt5xzzjlV+r344os8++yzZGdn07NnT5566qlK2g2rV6/mqaeeYuXKlZhMJoYNG8ajjz5aKQ3sT3/6E6+++molu927d2ft2rW1OlZjQQhBjH0gMfbG51tjoVurBLq1Sgi1GwbHMHZEN2KinSxcvJltO7MIBHQSW0QydkRXxo/picVsaAEY1Ay74jjhhKImNWyqvcH8aXLU4zK6iIiIaquX1JbOnTsDsGvXror/A+zevZspU6bUyMbdd99NVlYWd9xxB3fccUeV9mOrqXz00Uc1tnuq6Lpe8QIIBAKV2ktLS1mzZo0RaDIwILiMrs3siex/+hM8+7MJ6PJIUWFUu5WkP4wiole70DrZxFAUwW1PDiG1SzRfvrWTgmw3AAkpYYyf3omLru2Mqiq0vbw7SaPbkrVkH56ccszhVhKGtya8bdUs4hMRyE7Dv3MDwuZAmK0If/CeJxQVwqKQJQV4f/muQYNNnp07Kf7qK3wZmRAIgMmEpWUykePHY+tYNz+UDmPR034GbwnSGnFUIFxKcOeDPRol1aiy3JyQsn6S1Rpjwpuu63zyySds2LChYmLuCElJSdxzzz21tlmnJ7v777+fv/71r/z5z38+JYHwefPmkZ+fzyOPPMJFF11UMQg7lv/+97/cfvvtvP322wwZMoQnnniCsWPHsnXrVlq2bImmacyZM4c777yTZ599FpfLxezZsxkzZgybNm2q0JXy+/2MHz+ed999t8K28ru13ic7loGBwanT76w29DurDSWlbvwBjcgIh6HTZFBrukWexdqin/HrPsxK5WXDutTRpE7vqP4h8s6gLiQnJzN48GDeeOMNJkyYAMAPP/zA3r17ufTSS2tkY968edx555016tupU8PNNv/973/noYceqvj74YcfrtKnZcuWvPHGGw3mk4FBY8baIoqOf5tO8dpdlG7Yg+71Y2sVT/Sw7liTYhrMj0BxGd70HFAF9tRkFFvdMjcbAyazwuSbunHxdZ3J2FMCQtCyXThmS+UMT1ucg7aXdT+lY/l3b0H6/WCvmpUqhACLDf++begeV4PoN3l27CTvzTfR3W4UhwPhcCD9frz7D5D3n/nEzbwaWx1+E5SEHqi9p6JteAdcuUjFfDgaEQBbFKahtyFskSc3ZGDQCJg8eTKLFy9mwIABOByVv5d+v79ONusUbCouLuauu+46ZYHwf/zjH0BQ/fx4PP7441x33XUVs49PP/00H330ES+++CKPPvooqqqyatWqSvu8+OKLtG3bltWrVzNmzJiK7YqiYLPZ6nwsA4PmjCvgZm3hNvK8RdhUK32iupBojz1tx4sIN7JODOpO5/ButHN2YHfZDuyqA6sSvLf7pZ/yQBlx1nj6RQ8OsZeNmHrMbKopP/74Iz/++CMHDx4Egkvyo6KimDhxIr179wbghRdeYMyYMZx//vm0b9+e999/n9mzZ9dYI7Jjx45VBMYbAzNnzmTkyJEVeggzZ86saBNCEBkZSZcuXU44RjEwONNQrGaih3Yjemi3Bj+2VuYi5+MfKPllM7rbC0JginASPWoAseOHHbdSXiiRgVIo/Ak8GaDaIWoIwtGhSj+zRSW1a+0ylWpNwBdcQna8JWqKCroGfh+c5mCT1HWKFi1Cd7tRo6IqfBJWK8JiQSsqomjRlyR06FAn0Xm1y0WIuM7oe75H5u0ExYSS3Bel3ShEeOLJDRg0KZprZlN2djbffPMNO3fupFWrVvVmt07Bpp49e7J+/XqGDRtWb45UR2FhIVu3bq00G6goCqNGjWLFihXH3a+oqAigisbDd999R0xMDJGRkQwfPpx//OMfFRezrscyMGgOrMrbxDsHvqTIV1axRv9/6vecE9+HP7QZh9koH2/QyFCFiT+0vo6P099lV9k2iv2FgEAVKq0dqUxpNY0IszGbeDwEFatSTslGXWjdujUPPvhgtW19+/Zl+/btfPLJJxQXF/Ppp58yYsSIujvZSDhS4SUmJpiRcdZZZ4XYIwMDg+Ohe32kPfc+7h37EVYLpnAnEolW6iL30x/w5RaSdO0lp6T1U59IqSPzf4CDz4G/MHhzlhIy3kRGn4NoexeigZeVKzEJgERqGlQtbof0e1EiohGOmunxnQq+tDT8WVkoTmeV90wIgeJ04s/MxJeejrV16zodQ4nrhGJoM50h1McI6oidxoPP5yM+Pr5eA01Qx2DTqFGjuPzyy7nrrrvo0KFDlS/ukfT3UyUrKwuAFi1aVNreokWLKlpLR9A0jTvvvJOePXvSv//RJRRt2rThtddeY8SIEWRkZHDHHXcwfPhwNm3aRHh4eJ2OBeD1evF6vRV/HykBLaWsU4WMI/sZ1TWOj3GNTk5trtGmol28tudT/HqAKHMYqlCRUlKuefgu62cUBNNSL2wArxse47N0chrzNXKoTqa3uZ4sdwb7ynejo5Fka0VbZwcUoTSYz/V1jRrjNa5PRo4cyciRI0/aLyEh4biakE2dzz77DE3TjGCTgUEjpnjlRtw7D6BGhFWIkwtAiQxDc3koWb2ZqOF9cHRqE1I/9fwDBLZ8i561GFOLHaAKhDkOYT+soaeVQ/53SKEi2v+1QX2zdO6NOzwarbQQaQuv1CYDftA1rL2GIdTTP5mplZSCFkCYql+RI0wmpMuFXlJ62n0xMGispKSkEBcXx7Jlyxg+vP50xur0DX/qqacAmDt3brXtHo+n7h5Vw++1lRTl+A8RN998Mxs3bmT58uWVqswc62uLFi343//+R3JyMu+//z7XX399nY4FQX2IY7OhjlBcXFznYNMRQa7GMmPS2DCu0cmp6TWSUrJ470rsXhOJ5ihE4GjfCGy4pIeNmdsZ7uxFlCX8uHaaKsZn6eQ0hWvkIIzu5t7BPzQobeABY31doyOTFQ1G845tNUpat27N4sWLQ+2GgYHBCShesRGEqAg0HYtitxIoKKHkl99CGmzS0jbiW/w80lOCOSUDoWhInwnpy0cGvCjh8WA6nDVU8CMy+Q8Ie9sG809YbDgumErZ568jy0qQuhcUBenzgtQxtemCbcDoBvFFdTpANQVFwS2WKu0yEABVRQk7NXkYgzOD5lyN7qWXXmLEiBGMHj2apKSkSm0tW7asNuZxMuoUbKrvYNLxSEgIVhLLza1cvjonJ6ei7Vj+9Kc/8fHHH/P9999XqmRTHTExMbRu3ZqdO3fW6VhHmDt3LrfffnvF3yUlJaSkpBAZGVmn6jxHAlSRkZGN9sHuVMjJLGTlt5vZu/0QZrOJbv3bMHh0d5zhNdepaO7XqK74dY2fsw+yv7QAq6LSzR5Ny5NcozxvEVsDB1CsCmUmX5V23QSFviL26JmMjmx+lQ+r+yzp0ovXvxvQsJjaoirNL8hWG4zv28mpr2vUoNc3BJpNBnDZZZfxz3/+k9dee40pU6acUpEVA4PThZQSPFuR7t8AibD3AFu3M+Y3wF9QfFxNpiPXIFDYwJMDxyB9bnw/voL0liIiIhHOXUjdDIoJpA7eMqTZFsxwUp3gy4GiX6ABg00Alk69CL9iNp41P8GeDaDrqJGxWHoPx9Z/JMLaMEv7LKmpmFu0wJeViWo2V/ocSynRXeVYkltiqeMSOoMzi+YcbLr55ptxOp2oqlqlGp3L5aqTzUYtxBIbG0vHjh1ZunQpkyZNAoI3haVLl3LVVVdV6jt79mzeffddvv/+e3r16nVS2yUlJaSnp5OYmFjrYx2L1WrFaq1amUKcSBTvJBzZtyn8qG/JOMQXG7ez9mAGUkKf1slcdFYXeqUkVem74tstzH/qK8pLPCAkUsLqH7ay6J3V3PboFFI71VxEryldo4Zgc34Wj6z7noOlheiHH3xTVDvdklO4u88owszVV0/x6X50dMyKudqlw4oQCAV8eqDZXuujnyOdgvJ3KSz/gICWA0gUEUGkYwJx4TegKmfujJfxfTs59XGNjOtbf2zZsoXNmzczZMgQUlNTKS4uxmq1hlyA+8knn2Tz5s1cf/31XH/99ZUysAEeeOABHnjggRB5Z2AA0n8IPfMf4N4E0g9IpLCAvSdK8l8R5tMneKy5PASKSlHsVszRtZ+wrS9MUeEECo+fISsBNSJ0YwJt3y/I8gKEIwqhBBBIJIdXZggFpI50lyBsESBE8KW7Q+KrqVV7HOFxRIy/CgJ+hM2JUBtWXF0oCpHjxpH/9ttoxcWoTieYgplOWnkZisVK5AUX1Ekc3MCgubB//362bdvGvn37qsgKnQp1DjatWrWKZ555hm3btgHQrVs35syZU+OKMTVlzpw53H333Vx00UUMHjyYJ554gry8PP74xz9W9Ln99tsrAk1HKtoci9frZebMmcydO5euXbuSnp7O7NmzsdvtTJ06tVbHMjjKwk3b+df3K3H5/VgPzwB9vWUnS3fu5aYRg7m079GyqXu3ZfLGE4vwevzEtghHKMGHKi2gcyitgH/d9zGPvHEdbreP8jIv0bFhhEcY1cpqwv7SAu5evYg8j4sYqx2ragJdogZ0vk7biUfTeHzw+GofZKMtEdhVG27Ni1WtquDo1wOAoIWt4coMhwIpJTkl/0dh+YcIVBQlAhDosoyCsv/i9e+iVew/UYRRKcqgeSBk8HWqNhobUkquueYa3nrrLcxmM2+//Tapqal89dVXLFq0iLfeeiuk/v3hD39g4MDjZ4l26FC1cpSBQUMhtXL09Lng2Q5qJIjDFcukG8rXoKf9BaXN8wi1fkWd/YXFFCxaRsmvW5BeHygKjs6pxIwbhqNTar0eqyZEDu6JZ28GMqBVyXDSPT4Uk0pE/+7H2fv0IwuCVbyFYgJNOZzV5AN52FehgB4IZjlJLRgds6WEzF8ILqtrqEym6rD36E7M1KkUf/klgdxcpKYhVBVzQiJRF47H3iN076dB06K5ZjZFREQQGxtbr4EmqGOwaf78+cyaNYsJEyZwxRVXAPDrr79y9tln88YbbzBjxowa2Xnrrbcq6SWdd955KIrCfffdx3333QfATTfdRGFhIVdddRX5+fl07dqVhQsX0q5dOwDy8/N5+umnUVWVwYMrl7l++eWXmTlzJlarlSlTpjBr1iw2bdpEREQEw4cPZ9WqVRWZTTU5lsFR9uTm89wPK/FrGgnhR6s7SCnJc7l5fMVPrCw6SHy4k97xSexZsA13uZfYhIhKQQ/VpBAdH0b6/lzuu/m/FBS70TQdi9XEoGGdmHjVIFokRoXoLJsGH+3ZTJ7HRYI9DOVIOVchcJgsRKCx4tB+Nhcc4qzYqtlmDpONwbE9+ebQKgK6hkk5OqiSUlLiLyfBHsNZUY2vlHh94vFvpsi1AEU4UJWjs6mKiEGXHsq9qylxfU2Uc2LonDQwqE+a6TK6d999l19//ZW0tDRuu+22iu1XXHEF99xzD2lpaaSkhO6hq0OHDkZAyaDRIkt/AM9OMMWBOGYCSjjAbAbvTmTJD4joi+vtmP7CYtL/+RbejGwUqxlhtSA1jbKNO3DvOkjS9ZMJ63ViaYz6JvLs3kGR8P1ZqHYrit0KUqK5PEivn/D+3XB0TW1QnyqhmuBwUQohFPTyBNSIg0h0QAnem48Mtf2FYE2AqLMbzD3dVY7/wF6krqG2SILjZNc3NI6ePbB364p33z70sjKUsDCs7doZGU0GtULK4Ks+7DQmYmJiiI2N5dtvv+W8886rN7t1CjY98MADvPLKK1x77bWVtr/++us88MADNQ42/eEPf+Cyyy6r6pSpslv33nsv9957L7quVxHwjo2Nxe2uPjXUbD76Qzl58mQmT558+MZ8/EjiiY5lcJSvt+yk3OevFGgCKBM+ssPL8KKxcP92nBYL/9u1hYDiokO8qdpr7/NqlJd42P1bOnFt4rBYzXi9Ab7/ahNbN6dx7z+mGAGn46BLyffpu7CqakWg6VgcJjMlHi/LsvZVG2wCuKTVSHaWHmBfeSZmxYRVMaNJHbfmJczkYGbqRZiVRr3i9pQpdn2LLr2YlegqbYqwoQHFri+MYJOBQSPnp59+Yvbs2SQnJ1faLoSga9eubNy4MaTBpiNIKcnIyCAjI4OWLVvSsmVLYxmlQciRJT8CsnKg6QjCDAj0ku8R4eeDakaIUx8n5y9ahjcjG1N0+DHLq8woditaQSk5732Jo1v7asW6Txeq006rP08l+50vKd+0m0BBUJ9JcdqIGt6XFpedG9IAhdKyB2LDFxDwgtmGXtoSYS1GsRYjEcGnWLMV/DlgCkek3oFQT39mtgwEKPvhKzxrVqKXlwX9sFjwde5J2AUXY4qOPe0+nAyhqtiMgL+BQRXS09MJCwtj3LhxjBw5sopAeEpKCvPmzau13TrduYuKipgyZUqV7Zdddhlz5sypsR1VVavoFZyI4wV/aqPBUNPBnBFoOjFbM3NQf6dP4iXAAbUYPzqqJjBLlaSwcPyaxl5nOTsGq8Stl5iPqXgmJeTnliClxG634HAGZz8sVjMOp5Ws9EI+fnsVN905rsHPsSng1zW8egCzOLGQpStQVfz7CJHmMO7qejVfZ61kWe56XJoHFYXBsT0Zn3w27cNC/2B2ugloWQiOr7cjhBWfltHAXhkYGNQWn+/ove733+eMjAycztBrr61YsYKbbrqJzZs3V2zr2bMnL730Emef3XDZBwYGVdCKOd6jgQxI9HQzMns3mnYDmCwo7YaidjsfJTK52n1OejiXh9Jft6BYLVV0fIQQqJEO/HlFlG/eRXjfrnU6Rl0xR4XT6pYr8B3Kx3PwECgCR8fWmCLrdwlhXVCSu6IkdkHL2AxCIExWtLxuyLAMFHsmmDSELQxiRyISpyDCup12n6SUlH7xIe41qxCqCSUsAhSB7vXi27ODorf+Tcy1f0IJO7OLrhg0A6QIvurDTiNCCEH79u1p3759te21idkcS52CTb1792bp0qVcdNFFlbb/+OOP9OnTp06OGDQtTKpSZQVFvnDjR8eMgnZMq1lViRBmisO8ZLfQaZV59MPqcnnx+QIIRWB1VE6zVVUFu93MmlW7KS4qJzIq9A8JjQ2LopJgD2N/aSHhVE1TPiIWnuw4sdBmpDmMK1qfx6RWoyjxl2NTLYSZHKfF58aIqkQD+nHbpfRjUpq3bpXBmUVz1WwaOXIkL730EjNmzKgUbHr++ec5ePAgAwYMCKF3kJWVxfnnn88VV1zBa6+9RnJyMllZWbz88stccMEF7Ny5s8psooFBg2FpA56tVTZLv0Tb5EYWqqBIsAI+F9pvX6LvW4157F0o8bXPFgkUliC9PoStajl6AHF4pYM/r7DWtusLS2IslsTQZ+QcixAKlnNvxffdv9AP7UB3lwISvcSJsPXBPHQySocRCLXhxnGBjIN4NvyKsNpQbEe1mRSbHcVsJXAoE/ealThHng8crnhYshmyv4ayXaDaIOZsSBiLsDSu621gcCzNVbOpZcuWzJ8/v97t1inYdN5553HVVVdxww03MGDAAKSUrFmzhldeeYW5c+eycOHCir4TJkyoN2cNGg8D26aw7mAmui5RDot9FwsvAhBSINEJsx4dPERFOiku9JEV5qcVR4NNfp+G1HTMFjOOmKo/ihabGVeZl/zc0hoFm6SU7Co9xJ7SbFQh6B6VQktH8w0SCCG4OLU7z25ehlcLBMXBj6HQ5ybcYuXcVjXTXLIoZuKsUafB08ZNuH0UxZ7P0aUbRVQWsJQyAGhEOMaHxjkDA4MaM3XqVD744AM6d+6MrutkZGTw4IMPsn37dt544w3CwkKblbBgwQLOOeccXn/99YptrVq1YsCAAWRmZvLZZ59x4403htBDgzMZJeoC9NLFoJXBMSLg+gEvsjAAFomwxoEaHI9JqSPL8wksexnzxMcRSu1mvhWbBRQFqWlA1aV7UtdByqBmkkElhCMKy0V/Rc/Ygpa2CQI+lKgk1A5DEY6oBvfH89sGpN+P4qh6jxWKCqqKe/3POEeeHww0HfgPpL8PuheEKShmXrwZshYguz2MCGveWqEGBmcKdQo2PfLIIwC8+OKLVdoefvjhSn97PJ66HMKggZBS4pc+TMKMUou19+d168jHa7eQW1ZOXJgDVVGQSITksNC0QoT96PJGe5gVm8eCpnrJO1SM2WJCSomr3ItQFKJbx2CqZj2+FtBRVQWH4+QDjSx3Ic9s+5JtxRn49AAANtXC0PhO3NzpPMLMzbOS2KS2PVhxaD+/5qRhVlQcJjNSl8iARKhwY7chJDhCm7bs8meQ41qGTy/CosaQ4DgHu+n0lU+uLU7rYMKsQynz/IQUPhQRTrAaXTmaLMFm7kSk/cJQuxlSpJTsTM8lLbcIi9lEr3bJRDqb53fqjKCZCoSbTCa++OIL3n//fb755huKioro1asX8+fPD3lWEwRlCDp2rP4hqlOnThQVFTWsQwYGx+LoB5HjoegL0N2ghgWXz2X6QIAwR1YEmiCYYSNtkehFGcjMLYhWvWp1OHNsFPYOrSnfshvFZq2y9FUv96A4bIT17FQvp9fcEIqKmtILNaV21/10IMvLgOPr4grVhF5WGgwgFiyDtHeDQSZLCziyj9TAkwXbH0b2fQ2hVJ/xZmAQSpprZhNAeXk5999/PwsWLCAyMpL169fj8/m48cYbefHFF2slXXSEOgWbjABS08ereVhTuIx1hSso8RdhUsz0iOjHwNiRxFtPHgSID3fyt4vP5aEvvientCyoqO+EgEViU0wkRYVjVo8Gr6SUWO1mLhzWhVizm91b0jGZVbr1S+Wnn3agVXMMKSXlpR669W5NQnLUCf0p8rl4cONHHCjPI8JkJ9IczJIq17x8f2gLJX43fztrSqVqa80Fu8nME4Mv5O1d6/hi/1aKfR4UIegUFc/4zr0YXcOsptOBlBq7il4nrXQBmnRzpDzKnqI3SY24gnaR0+pFYPRUEUIlOfpRsoufotTzHX49G5Aowk6Y9WySov6KSa0qHn6mkJFXzN/fX8qOtFy8fg0hINJp48JB3Zh2bl/MdVzHbRA6musyOgjqCkydOpWpU6eG2pUq9OrVixdffJF77rmnkoh5eno6H3/8Ma+88koIvTM40xFCQUm8E2lthyz8BPyHwA1oZrBFgDmeo2XODu9jsiA9JehFGSi1DDYBxIwbhntPGlphKWqEE2FSkbqOXu5B+gNEnzsYU5Sh89PYCWoxieMWYpIBP2pUC4SiIDM/AxkAy+9WHggVzDHgSoP8FRA/qmGcNzCoBc052HTjjTeyZ88ebrjhBt5++20ALBYL8fHxvPTSS7XS5j5C8y4xZVAtHs3FewdfZn/5TkDBoljwah5WFyxha8l6rmx9IymOtie1c1arRN6YOZkftu9hc3o2mb4SVpen4bRYcViOpkNLKcn3uAk3W7lm+GBaj4+qZCcyOYqP315FSZGLsAgbiqIQ8GsUF7mwOSxMvGLQSYXdv8vaxMHyPOKs4ajHBC/CTDZMQmV9wT7WFexjYFzzrEDhNFv4Y7fBXN2pHznuMkyKgt2nExUVFVK/9pd8wP6SD1CFFavSAiEEUur49RL2Fv8XsxJO64hJIfXxCKoSRnL0g/gC1+P2rUeiYzN3xmY+s2dUM/NLeOmLVezMKibMYSXSaUOXklKXl/d+WI/L6+OWiw1RY4PGQW5uLuXl5dW2qapKbGwsDkfo9OjGjRtHz5496dixI+PGjSMpKYmsrCy++uorRowYwbhxRjEMg9AihIqIuQwZPQn8mciSXNj8T1As/D7QBIe1dwhmrtQFZ9d2JF13KTnvf1lR9U1KieqwETVmEHETR9f5XI6HlBLcu6BsI6CDvSOE9W4Uk19NFWuPPrhW/oj0uBH2yvdYqQdA17H3HYzUPFC6HVR79YYUM1IL4F79KaX7d6LY7Nh7dsXZ5ywUq7Gc0sDgdOF2u/n0009JT08nIyOjItgEMHr0aObNm3d6g03vv/8+AFdeeWXF/4/HlVdeWWtHDBqO5Xnfsa98B041ApNSOb4gX3EAAOMCSURBVChUEijgs4y3uKnDX1GPU+HsWCLtNib16c6kPt2RUvLixp95e9sGDpWXYTcFl8q5tQAOk5k/9x1K6/CoKjYmXTUYKeHrBesozD/ykCCIaxHBtBtGcla/1JP68WP2byhCqRRoOoJNNVPsd7Eyd2eTDzYdcu9nc/FKcjxpmBULHcJ60TVyEPbDae02k5nW4dFIKSn2F4fU14BezsHSTxComJWjAuVCKFjUKLxaPgdKP6Jl+IWoovGkSltMyVhMdaus0xz5bMUW8kvKiYt0Ig7rs6lCEBVmp9Tl5etft3PR4G60bnHmZn41SZrpMrqbbrqJjz/++LjtiqIwbNgwXnnlFTp37tyAngURQrBo0SLeeecdvvrqK7Zs2UJycjL//ve/mTp1ao0r5hoYnG6EMIGlNcS2Qolug567G8zVBAh85QizFaVl3ZdyhfftirN7e8o37cSfX4xit+I8qyPm6MhTOIPqkf5C5MHHoGQNSG9wozCBvRO0mYuwn3yy1aAqpqRW2PoPxb1qKVoggGJ3gBDoPg+6z4epZQr2/kMIBiwFx/sBCRSXgM+Fb/9BPLvsICWuTVso/XE58bOuxhzXfHVYDZoG9TF8OmKnMZGenk5CQgJRUVFkZmZWarPZbJSVldXJbo2DTbfeeisQDCQd+f/xMIJNjRef7mVD0UpUYa4UaILgINihRpDnO8Tesm10DO9RK9tCCG7uNYjusQl8uvs3NudlIwSMTGnHpR2707dF9Q/wiqIwZdpQxk7oxfpf9uEq8xDXIoJe/dtitVUVjKyOYr8b0wmCYwJBid9Vq/NpTEgp+Tn/a5bnfY5f9yJQkOjsKdvMrwWLubTVLcTbWobazUoUejbj1QqxKNUHIcxKOJ5ALiXebUTbQq83YFAVv6axdNNebCYVTRFVfhjD7BZyi8tZsWU/rUcbwSaD0PPoo4+ybNkyZs2axUUXXURUVBT79u3j6aefxmKxcNddd/HUU08xefJk1q9fj9lcs9+Y+kQIwbRp05g2bVq92CspKUFKSWTk8R/MXS4XNlswc/hEfSwWCyZT5aGhlJL8/Pwq/SMiIrBYqk4UHM+OQdNECAW15wT0pc8j3UVgiwhqNUkJfjf43SidRiMiEk7pOIrVQviA2o07a4vUfch990PpejCFg3L4OyO9UP4bcu9c6PQCwmxUQ6stQgjCx1+KGhaO6+dl6KUlICVYrVi79CDqvAn8P3v3HR9FmT9w/PPMbN/0RiDU0AIBpAuIFFFEULFjB/t5nmdvZ8Vy3vnT0/M8uyd3Vmwn4qEoiIrSRXoNPSGk1+278/z+WAjEbCDZhOwmzNvX+iIzs898ZzfZnfnO83wfxXawsHxcXyhbEXwPjhBwughUVaCaBX5/BwwJwfdH+v14cvdT/M6HpN/2O0Q9n2OaJtmwspC8nZWYLCqDR7cnMbWeHlS6Fierc6EiBxCQlI2wpkQ6pPBIEXw0RztRJCMjg8LCQg4cOFDnxtdHH31EdnZ2WO02+EyguLg45L91rUuFrxSn34FZCV3gy6gYcQU0ijwHGp1sguCXzbhO3RjXqRualAjALx34ApX4tGqMSv0zAcUn2Bk3MbwTjfbWBIrdlSHXSSmRSNpZEsJqOxrkVK/lx6LPEQhiDUk1HwKaDFDqPcCcvNeY0e3hOgnESNKkB9AQhE4CClQkGgHpbdnAdA3m9vrx+HzE2AwEQtyCEUIEE7nO5q/j5/fn4nL9F497IVJ6MBh6Y7Wdh9k8Rh/qoKvXJ598wowZM3jqqadqlmVlZXH66aeTlZVFx44d+eSTT+jRowcbN25k4MCBEYlzw4YNfPvtt+zfv58OHTowceLERp3ISSmZM2cOr7zyCgsXLmT06NF8//33dbZ75ZVX+POf/0xJSQmKonDdddfx3HPP1UoErVu3juuuu461a9cihODiiy/mtddew24PXhgWFBTQvn17EhISUI+oz/b2229zzjnnNLgdXeuldBuJwVlOYPVHSEfJ4RsPqgklcxSGkddEMryGq1wG1evAmAjKEUOyhAVMqeDJhZKvIL15EsEnGqEo2MediW3UOHy5e5B+P2paOtUoqLFHJMPbT4WKNeCrAENcTYFwraoSg9mD352Ap7z94XYNBtQYO549+3Dn7MTaq+4ohW3rSvj7n5axc3MZfm+wEmxMvInJl/dixt0DMZr02pKRIl3FaOtfgaJfwO8KLjTGQMZYlOwbEAY9IRgNbDYbN9xwA1OmTOGKK67A7XbzxRdf8NFHH/Hxxx+zdOnSsNrVz9hPMAZhRAgFTWoh1x9KzKii6XckXf5cNpQ8x495V/JT/vX8mHcl64v/j2rf3ia3/VtntB+AEAJPwFdnXbXfjVk1Mq5d32bfb0tZXfodAenDZoitlW1WhBrsjebJY0f1ughGWJfN2AlFmA8WBq/LL12owozN2LGFI9M1lM1sxG4x4/WHKuEP2sHPi+T45r2Y9Hp/pbRkOo7qN/H7c9G0EjyeRZSX301V5TPIej6/dI0gm+kRZbZu3Rpytjej0UjXrl3Ztm0bJpOJvn37UlBQEIEI4bbbbmPAgAH885//ZNmyZfzzn/9kwIAB3HnnnQ1uo6ysjFmzZnH77bdz9dVXh9zm448/5o9//CMvv/wyTqeTTZs28d133/Hggw/WbONwOJg8eTL9+/envLycbdu2sXz58pA92BcvXkxxcXHN48hEU2Pa0bU+QggM/SZjuuBZDMOvQu17FoaBF2Ca8hjG8bcjWslsv7L8p+CMZ0qI2j9CBVRk2YIWj6utESYzpsxemHv1RY0P0es5+RToPD34b28heIuR7gIUpRq/K4by7cNA1k4OCaMRAgE8O/fUaW5vTgWPXvcd29YWY7MbSe1gJyXdjs+r8fFrG3ntiVXH4zB1DSB91WgrZkL+T8G/MWsaWFODf4e7/4f2y1+RWuhzzGh1qEB4czyizTPPPMPZZ5/NU089xY4dO5g6dSqrV6/miy++YPDgwWG1GVZGYdasWUddP2PGjHCa1bWABGMy6ZaO7HPuwKzWPTlway5MipnuMX2atJ8q7y5+KfwTbn8BirCiCjOa9JFX/RUl7tUMTnuSOFP3Ju3jSOPS+rK4cAsri3MwBgzYVTMaEoffjUQyteNQesW1P3ZDUcineclz7cBUT280g2JEBiR5rh30jhvSwtHVL8bYjUTzAIpdK1CFGXHEMEcpA/i1atLt47AZWuf7ciJQFYUzhvTkm2Xr0dBQ1dr3JyodbuwWE2P6ZzbbPjXNSUX5Q2haMYrSrlYvJk2rwun8CKOpP1brlGbbp67t6Nq1K2+88QbTpk0jNvbwEI2lS5eydOlSunTpgpSSrVu3MmDAgBaPb/78+cyaNYtFixYxduzYmuXff/89U6dOZdKkSUycOPGY7SQlJfH5558D1Fuj6rPPPmP8+PE1SaHOnTtzxx13cPvtt/P4449jNpv57LPPKCgo4LnnnsNms9GlSxcefPBBbrjhBp577jmSkg7XR9E0DYfDEbKnUmPa0bVeIiYFw4BzIx1G+AKVcLSescIAgfDqkugaTggBna9EJgyBwvlQnYPUVMpXl+Iuygj2dgr1HEFwaN5vzHl7M0X5TlI72FEO1pYUKsQnWagq9zD/oxzOnZ5F5x7NXwNMd3Ry33dQsR0sSVAz+kKAKS74c+FKKP4V0oZGNM7GkJpAas0wG10ztNGcHA4H69evZ+bMmTz66KMUFhZiMplISkrC4XCwbNkyRowY0eh2w0o2PfTQQ7V+1jSNgoICNE2jQ4cOerIpigkhGJV8Op+69lLtr8CmxqIcHHvv1dx4NRcDE0aSYm7a2PutZa/i9hdgVtNqLhZVrBhEDC5/AVvLXmVo2jPNVgzVpBp4sN95fLh7Kd/mr6PC50QgaG9N5NyOQzi74+BWXHi1Yd0HZJR1MxBC0DvpFpyFebh8+1GECUWY0KQXDS92Yxd6Jt4U6TB1x3DuyGw25Oxl7Z4SLGYjVrMBTQvORqcIwaXjBpKWUP/w2MbyeL4jEMhDUVLrDJdTlFgCAQdO58dYLJNb8d+07ni57bbb+PTTT+ncuTPjxo2rqdm0ePFibr31Vvr27cvXX3/NNddcQ/v2LZ/oXrNmDVdccUWtRBPAuHHjuOKKK/j1118blGxqCKPRiMtVu2ep0+mkqqqKDRs2MGTIEJYtW0Z2djaJiYd7H4wdOxa/38/q1as5/fTTa5YPGzYMIQRJSUnceuut3HPPPTXD8RrTjk4XMeaOwWSFlDVDt2qRXjB3avm4TlAirg/EBW9uK5qG99t/4K/ejyGh7raazwdCwdSldm94ryfA91/uxmIz1CSajhQTb6Jov4Ml3+zTk00RIHO/A8QRiaYjGKzgrUTLW4zaipJNbdWuXbu4/vrr2bBhA4qikJ6eHnJdY4WVbMrNza2zrLKykmuvvbbOCZSueRS6KzjgLseqGsmMSQ8561pDZccPptpfyXeFc6jyl9UsNwgj2fFDmNK+aQXeq717KPOsx6DE1rlYFELBqMRR5tlItW8Xsabm6xFhUU3M6D6WaV1GkussQREKXewpGJTWPU7bqJhJt3Rhr3MrFrXuHeWA9AcTa5bom0ElxtiFoe2eY2/lf8l3LCAg3RjVONrbz6Bz7PlYDKmRDrFJAloVVa6vqXZ9hyarMRm6E2ebgtU0tM0kQhJjbdwydRSfLNnCzxv3UOkIJpkyUuK5aMwAzhqW1az78/m2AAdnQgpBCBt+33akdCFE5Kawb/Xa6Gx0ycnJrFmzhv/85z8sXbqU0tJSBg4cyFNPPcUpp5wCwKRJk5g0aVJE4uvatStr1qwJua60tJRx48Y1276uvPJKJk2axN/+9jcuvPBCtm/fzt/+9jcACgsLASgqKiI1tfbn8KGfi4qKAFBVlccff5w//OEPxMXF8fXXX3PZZZfh8Xh47LHHGtzOb3k8HjweT83PlZWHp72XIXovRNKhmKItrnC1peNp1LEkno4smgP+6rq9ZwIukAoi6ayIvi5t6b2BRhyPEMSccjIlH39OwOVGsR7uzS81DX91NeaMDlh69ajVlrPai9+rYTIpIfOHQggURVBd7m6W17QtvT8tcSzSXQbCdJTzBRXcpU2OoWXfD0GwKnHT22ktSktLjzoJydE021QhcXFxvPDCC5x++unceuutzdXsCS/fVcq/d37PqtIcvJofRShkWJO4uPMoxrULf9aOk5PHkRU3gI0Vqyn3lWBSLPSOHUBHa9cmXyQ7/XkEpBezUrcbLIAqLPi1apz+/GZNNh1iNZjo2UqHzNVnUNJ4cl3bcQWqsSj2IwqEazj8FSSZ0ukZOzCyQdbDakind9LN9Ey8Hr/mwqBYUUT0FDIPl9e/l/2ld+L17UASLHju8q6nyjWPePulpMbd3mYKWSfG2Lj74vFcO8lJXnElZqNKZodkjGrzJ3LrKyh/mASh1BqWqWs8IYOPprYRjYxGI9dddx3XXXddpEOp4+yzz2bmzJk8+eSTXHPNNaSnp3PgwAHefvtt1q9fz1tvvdVs+5o4cSKfffYZzz//PM8//zydO3fm6aef5tJLL63pkSSEIBCoXS/D7/cD1Mxcl5qaysMPP1yzfsqUKdx55528/PLLNcmmhrTzW08//TQzZ86ss7yioiLqLuSklDXTPreFGwlt6XgadyzpaPbLoPQr8EhQrIAA6QJphdjRCDEYUVFx3OOuT1t6b6BxxyP79kIZfTKOtRvB70MoarBGo5SonTKIveAcKn8z/bpfBujYy0RluZdQ5aE0TaIpCimdDFQ0w/valt6fljiWgLkbuHJAJoQKANDA0BG1ie/NoZsVLeFQ58jmaCca7Nu3jzvuuIPKykr27dvHRRddVGu9z+dj1apVXH755WG136zz0losFvLy8pqzyRNagbucR9Z9SJ6rBLtqId5owy819jqK+PvWL3EGPEzuEH6NnnhjEqNSmr9ru0GxIVCQ+BHUnRY5uFzBIPTZBxoqK3YoBUl7WVn6DVX+UlRhQJMaEo14YzJTM27EqNR9raOJIoyY1NafZAKQUuNA2YN4fDkYlNSaXjhSSjRZRbnjPczG7sTbpkY40uaVHGcnOe74zixlNA0GxztI6UGI2kVcg3fgnJhN4+us0+lag+eee44tW7bw8MMP10rgQPBk/8g7h4888giPPPJIk/Z33nnncd5559X8PGfOHICaIuodOnSo0y3+UOH0ow0z7NmzJ0VFRVRXVxMTExNWOw888ECtouiVlZV06tSJ+Ph44uJC36yKlEPJr/j4+FZ/gQlt63gaeywybgaUpCKLPgPPvuAVnzEFkXI2pF2CiPC5VFt6b6DxxxN/wbm4+mZRveIXfPsLUCxmbCf1I2bYYNS42JDPGXZqJu+/uB6fw4jBWDu5XVbkxmw1cOrEXsTHN/26oy29Py1xLFrXEcg1K0ALwG+vAfxOULwo3UYhwuw1c0hrfy8iSVVVUlJSUFW15t9HslgsTJ48menTp4fVfljJpmXLltVZVlZWxt///neGDtXHXDaXT/cuJc9VSoo5rmbYnAEVi2qk1FPNu7t+5NTUvsQaoytpk2DOxmJIw+0vxKym1Fnv0yqxGNJIsITfM+tEI4RgbNoFdIvJZn35zxS492JUTPSMHUT/+FHEGBMiHeIJxeldidu3GVVJrDXcSwiBKuLwBVyUOz4CcQbf5OxkwY4dVLjddIqPZ3LvXpzatSuGeu72n+jM5lEYjVn4fBsO1m0KnpxIKdG0UoSwYLNPi3CUbUAbHUYHwbpIf/vb39i2bVvNXdtDnn/+ec4444wIRQaXX345w4cPb9C2PXrUnd67qf7zn/8wdOhQunbtCsCYMWP4+9//Tl5eHhkZGQB88803WK1WhgwJ3sySUtY5kV+5ciUpKSk1xcIb0s5vmc1mzOa6SWMhRFReOByKKxpjC0dbOp7GHIsQAlLPQaZMAe9+kBqY0mslmWQggK+sGhQFY2JMi79Gbem9gUa+P6qKPbsP9uyGT1R03jV9WbYgj5wNpVjtBqw2I4GARlW5F4NR4ao7TiK5XfMNu29L78/xPhYlYxxa3vdQ9CuoFjDaggleXzVIP3SaiEjObvL+W/K9kDRTz6amN9EsOnTowKuvvkphYSGzZ89u9hFqYSWbRo4cWWeZ2Wxm1KhRvPHGG00OSgdOv4fFRZuxqMaQ9ZniTTZKPdUsK97GGe1PikCE9VOEkcy4S9lU+g88gVJMSjxCqEgZwKdVAoJucdNQRXT3xIk2Qgi62LPoYm/eGjknMk2TuN1eYmI0DIaGD8tye9cjZQClnhkCVWHH5d3BU19/yLoD3uC00YrC7rIyft67lwmZmTx82nhMx2EYWmsnhJH4hL9SXn4nfl8OoBEc164hRCyxsbdhNtf9DtLpALZu3copp5zClVdeicvlYsiQIcTGxvLOO+8wYMAAunWLbG27bt26HTWJVFlZ2eBePWVlZQQCATweDz6fj+LiYoCau5KlpaXcfPPN3HvvvSQkJPDaa68xf/58Fi1aVNPGOeecQ79+/Zg+fTovvPAC+/fvZ+bMmdx+++01iaSnn34aKSVTpkwhNjaWOXPm8PLLL/OXv/yl5gS/Ie3odNFECCVYMPwImj9A8TerKf72V3zFlSAE1s6ppJ41lIRRfdpEcqEtSki28Of/nM5//raGH77cTVWFB0URZPZN5OKbsjntvOiraXqiEAYLyrCH0La8A7mLwFsBCDAnIrpORvS4pM2UnGjt0tLSjksppLCSTVVVVXWW2Wy2esfl6xqv0ufCo/kwK6HfIlUEC+GVeOu+F9GgY8wUAtLNjor38GglHJyvFKMSS2b8ZXSKOTvSIeraiEPdgBtzElhW5uCbr9bx/aLNGE0aHjeMGdeHM88aQEpK6G7av9nrsffhcrGrtJRke7tavZicPh/f7thB9+QkZgwe3OCYTyQGQyeSkv6Nx/M9Hs9PSM2FwdgDq/VsDIYukQ5PF8VmzZrFDTfcwAsvvMBFF13EOeecw0UXXcRtt93GqFGjSEpKimh8zz77LFarlT/+8Y+1lrvdbu69916Sk5N59NFHG9TWhAkT2Lt3b83PWVnBGxGHkk5JSUlcdtll3HLLLezfv59hw4axZMkSBgwYUPMcg8HA/Pnzueeee5g8eTI2m43bbruNP/3pTzXb3H777Tz//PNcf/31lJSU0LNnTz7++GOmTp3aqHZ0umgmAwH2vvw/ypZsAkCxmgGJY3sezp0H8BSWk37+qMgGqatXUpqV2/8ykhn3DCJ/bxVms0rXrMSQM9TpWpYwxqD2vxnZ63Ko2g3CAPHdEYbQN2yjnZQCKZv+e9UcbbQGYSWbYmKab5prXWgxBgsGoeLTAlhCdH7QpIaUEGuIriF0hwgh6Bp3ER3sp1PoWoInUIZJSSDNNgqzGqKCXwvTpMa2ql0UeUoxqyb6xvUkxqDPbNWa/Lozjy9WbebXnXlICQO6pHP2sD4M79HpqImnosJKnn7yC/btK8FkVElJs1Bd7ebzT1exfGkO9z90Lh06HP131GLsjxAqmnSjiLpflp5AFbmV8Qglqc5wOZvRiMvn44vNW7hswADMhmYtnddmKIoNq3UyVuvkSIfSJrXVAuG7du2qSYJYrdaam2M9e/Zk4MCBrFy5kjPPPDNi8Q0dOpQLL7yQr7/+mrfffpt27dqxdu1aLr/8ctxuN5988kmD21q9evUxt/ltzaZQ2rdvz7vvvlvvepvNxoMPPsiDDz7YpHZ0umhWvnwrZUs3o9jMqJbDPe9Vqxl/pZOC/y4lfnAPrF3SIhhl00mPG9++HPD5UFPaoaZ2iHRIzSoh2UJCcutMYrR1whwP5ugajRMOPdnUOGFd5cyaNavB286YMSOcXZzwYowWhif35LuC9cQYLHUunqt8buwGMyNSekUowoYxqQl0jImui8VtVbt4f+8X7HcVEpDB2XNiDXZOSxvFlA7jQw5b1EWXOSs28ur8Zbh9fizG4MfYT1t2syJnH1ePG8IVYwbV+9x3//0Te/cWk5wcg6oqWC0q8fEKgYBG/v5y3n7zBx585Lyj7t9mHo7ZmIXbux6hpNUpEO7XJD/tG4DFEHqoqN1kosjhILeiku7Jke1podO1JX6/H6MxWOerc+fOrFy5kmuuuQZN08jNza1ZFykTJkxg7dq1XHnllfTv358rrriCl19+mUsvvZSXXnqJ2NiG9KzU6XTNreT79aDJWommQ9RYK76SKsp+3hRVyaaAy4P0B1DtFsQxRpdITcO9ZD7ulYuQjkqk1BBGM4YuvbGfeQlqUvQcl06nazvCSjY9+uijNV23ExISACgvLweCJ3dHJkb0ZFP4Luo0kjVluyjyVBJntGJWjGhSo9LvRpMaF2aMJNmsn5g2xm5HLi/nvEuVv5pYQwwmxUhAajj8Tr7Yv4CADHB+x4mRDlN3FDsLSnj92+UENElanL3m8yYeqHC6eeeH1Qzo0p7+XdLrPLegoIJfV+/GZjOjqrVPzFRVwR5jZvOmPPbtLaFT5+R6YxBCoX3iU+SV3IHXvxMQCFQkfhRhosJ3Jiv2dyO1vk6gUiIEKHr9B12ktOEC4YdceeWVDBo0iLy8PPLz86mqquLkk0+OdFh06dKF999/nyFDhvDCCy8wefJk3n77bb0UgU4XQe7cYoQxdB3FQ+cZ7v0lLRlSvao376H465VUb9wNUsOYHE/S+IEknz4ExRj60s658DPcyxYgFBVhi0UoCtLrwbd9HVUlBcRedQdqvH7zS6c7FolA0gw9m8JoY968ebzzzjsUFRUxfvx47r777pATbRQUFDBt2jSMRiPffvttk2NtirDObH7/+98zbtw4tm/fTllZGWVlZWzfvp1x48Zxyy23sHv37pqHLnxdY9J4uN/F9I7LwBXwUuSppNTrIMZg4epu47ms6+hIh9jqzD/wI5W+apKMCZiU4B1uVSjEGWMwKga+K1xCmbciwlG2DsXVDt5btZZ753zNPXO+5t1Vayisqj72E5to/q/bcHp8JNrr9viLs5rxeP18/evWkM/NzyvD4/FjtYbu3WC1GvG4/eTllR0zDpOhC51T36ZdwgPYzMMwG3sTbzuXjOR/kp5wLyaDEafPF/K5VV4v6TGxdIyPrum9dSeOQ8PomvqINm+//TbnnnsuAH369OHHH38kMzOT8ePH8/PPP0dFseo5c+YwaNAg+vXrx9tvv82KFSuYMGEC+/bti3RoOt0JS7WakQGt/g2kRLXVvahraeVLNrLr2dlUrNyClBoIBc/+Eva/t4A9//gvms9f5zmBkgN4fvkRYTShxMQhVANCKChmK0psIoHSAjy//BCBo9GdyKTUkK79SGcuUgt9vhyVJCBFMzwat9vHH3+cyy67jJNPPpmHH34YgAceeKBueFJy1VVXUVJSwsqVKxu1D4fDwZ133klmZiaDBgVHiXi9Xq699lrcbnfjAj4orJ5Nb7zxBt999x2dO3euWdajRw/+/e9/M2HCBO69996wgtHV1Tsug2cHTWdr5X4OuMuwqCYGJHTB3kqLqkVSlc/B+oqtWFVzyJo+dtVKma+SteWbGZc2IgIRth4r9+Qyc/4iSh3OYF5ewM879/DhL+t56MxxjOja6bjte1t+MUo907QKITAaFLbmFYV8rtFkQCgCTdPq9GwCCAQ0FEVgrOfu5m+pSjwJ9mkk2KfVWt7LDMM7duTH3bsxKgomw+FhdtVeL1JKLuqXjbEFZqOTUlLmciORJFqtem8qXZv2+uuvc8oppzBiRPAzfPjw4QwfPhyA5557rta6SPjXv/7FzTffzOOPP84999yDoihMmjSJGTNmMGDAAD799FNOO+20iMWn052oEkZmkf/RYqSm1RmSpnn9CFUhfkj9M0k2hL/aTfFPOVRu2g9SEts7nZRTe2GMb1j9VX+lg7z/zEd6/RiT42rOg1SbGc3jo2r1dkoXrSFl4tBaz/Nu/hXp86DE1q1HKRQFYTDiWbsU67ipxxyOd6LR5H782i+AH0V0RWHAMZ+jOzopJRyYD7mfgXMfIMGUguxwNnS6EKFEdrh7NFq3bh0zZ87ko48+4sILLwRg7NixIRNAf/nLXzAajVx33XU89thjjdrP7373O3bs2MGNN95YU4PRZDKRmprKK6+8wh133NHo2MNKNuXl5YXs7q0oCrm5ueE0qTsKRSj0ie9In/iOx95YVy9XwE1AaphE6A8xRSgIBI6Aq4UjO358WoCVxXvZXV2KSVEZntqFLjFN6yZ9oLKKmV9/R5nTTVqsvSZ5oUlJUbWDJ+Yv4o1Lz6PDceq1YzKoNTPQhaJpEqMhdBKnZ890kpJjKCupJjGp7sdfdbWHuHgrffo2vWDm/WPHUOFxs/5AAZqUKIqCpmmYVJXz+/blwuzsJu/jaKSUfLMth0/XbWRHSSkS6JKYwAX9+zKlT2896XSia6PD6JYuXUqXLqFnLPz555/JzMxs4YhqM5vNLFmyhCFDhtQsS09P56uvvuLFF19k5cqVerJJp4uA5HEDKP1+PZ7CcgxxNhSTIViH0eMjUOUiJqsjcYPDTzZVbcln6zNf4ymsRGoShKDouy3kfrSKnndNJOGkY9+kK1+2GX+VE2NibJ0bborZSMDhpvT7X0k+Y0it9ZozOFFCvZOnqAak14P0uhEWfbIcAClduP0v4NcWIKWT4KzaBhTRi4B2G8HiDbqw7PwX7P0ApASDHYQAdwHsfB2qtiL7/imqE05SCz6ao52Geu+990hLS+OCCy6otdxiqd35ZNmyZbz00kusXr2aDz74oFHxuFwu/vvf/5Kbm0teXl6tCT9OO+00nn766ZZLNp1yyinccMMNvPHGG3TsGEyA5ObmcsMNN3DqqaeG06ROd9zFGu2YFCNezYeZugUgg8XCJYnG6PsCya+sYk1ePgFN0iM1id6pKUedcQ1gW0Uhf//1c/Y6ytGQSCmxGoyMT+/JHf1Pw15P8epj+WrzdkqdrlqJJgjWH0qNsVNY5eCrTdu4buTQo7QSVOxw8L+t21i0cydOn48eSclMyerFyM6d602GnNyzMyu27yOgaai/vfsoJQEpGdU79MWmyWxgytkD+c+sxVRWuoiNDX5ISymprvYQ8GtMOmsAtmboKp9ss/GPs8/mx927WbRzFxVuNx3j45jYoyeDO7Q/5vvXFFJK3li+ind+WUNAk9hNRoSAbUXF/HXRYnKKSrhtzCg94aRrM6qqqvB4PHi9XqqqqiguLq61vqioiLVr13LPPfdEKMKgK664IuRyIQS33XYbgUCghSPS6XQAppQ4Mu+5kD0vzcWVW0ygSgbrKxoNxJ2USZdbzq63HtKxeEsdbPnLV3iKqjAn2xEHe1bLgIa3tJpt//c1A56bhqXd0W/SeQ6UAtTb+0gxG/EWliM9PsQRhc4Ve7BdKWXoc4+AH2GPRZj0URMQfJ1cvqfwawsR2BCkEUw2eQhoG3H7/44mH0cVbWsmv5Ygq7ZB7iegmMB4xO+7aoWAC4oWBx/tovemS3PPRldZWVlrudlsrlOHadOmTQwePJjZs2cza9YsjEYjo0eP5o9//CNWa7BnZEVFBZdffjmvvfYa7dq1a3Q8ubm5tGvXjoSEBPbv319rncViobo6vFIpYX1qvvnmm1x88cV06dKF9PR0pJQUFBQwZMiQRk3bq9O1JKtqYVjSAL4rXIpNWmvNOielpNLnINYYw8CEPhGMsjaH18uLPy5l4fYdOL3B8cxmg4H+7dtx72mn0jEhdGJsV1UJL2/+kd3eShItNkxq8A5dtd/LvNxNuDU/TwyeElbCY9XeXBQhQiYqFCFQFcGKvbnHTDZtKy7mvq+/YX9lJaqioArB3vJyfty9i6l9+nDXqaPJrapgZ2UpJlXlpJT22I0mJvTvwSdL15NfVklyjA3DwZO2gKZRUuUkJdbOxIH1z9J41pSBVFW5mTd3DaUl1UhporTUi9lkZPI5AznvwmGNfk3qYzYYOKNHD87o0bSu9421saCQ939dh1FVSLEfPnm0m0xUeTz8d+NmRnXrwsmd9d6Surbhmmuu4dNPPwVg7ty5IbcZP358VBQIB/jyyy9Zvnw5I0eOZPLkyezduxeHw0GfPtHz/aPTnWisXdLo/ZcZVK3bjXN3AUJRiOnbCVuPDk26QVT0w1a8xVWYU+y1EkVCVTAlx+AtrqZw4WY6X370zyfFHOztUV/SSGoaislQp9C5qc9gXD/NQ7ocCFvMb54TQPp9WAaMjOohdDIQAEU5rjfqDgnIdfi1xQjiEOLInl4WhEwDWYw3MAercvNxj6XNObAQAm4wh5j9ULWCvwryv4rqZFNz69Spdq/GRx99tM7wN7fbzapVq/B6vdx1111UVVXx0EMPsXDhQubPn48Qguuvv56zzjqLs88+O6w4MjIyKCws5MCBA3X+zj766COywxyREVayqWvXrqxcuZLFixezadMmAPr27av3atJFvbPSx7G5cgf5rkKsqhmTYiIgAzgCLkyKkYs6TsJmaNjY+eNNk5InvlnEjzt2YzMaSYuxIwCXz8+qfXncO3c+L114Dkm2uvF+unsN5V43adZYhBL8wBBCEGs0oyD4qWAnm8oPkJ3YvtFx+TWNo33XCwQB7ejja7yBAI8t/I79lZWk2u21eihVezx8vGkjKytyyXdV4gr4UYQg2WLjkp79ubrPIB6bdjqPf7SQ/WWVSE0L7lVAWkIsD154Gu0S6psGDhRFcOnlIxk3vg/Llm6nqrKSmJhYho/oQUbHtjETy1dbtuHx+2kXU7cYcqzZzIGqauZt3qonm05gzVHgO5oKhD/77LM89NBD3HPPPZx55pmcfvrpNeuEEKSkpJCRkRHBCA+77LLLWLBgAbGxsaiqyuTJk1FVlfPPP5+1a9eGnFlGp9O1DKGqxA3qTtyg7s3WZvnqPcG2QyRzhCJAFZSt3HXMZFNs/0yK5i2r03MJqBnylzAyG/GbepBqUhqW4afh/vlrtOoKhMUOioL0upEeF2pqeyxDxzbxKIOq9jnY9tlu9izYT8AdICk7gY7nphI3Lq7RiSLp91O19Bcqf16Fr6AYYTRgH9yP+LEjMLVvfM+NhvJriwEvEKLGlVABBV/gGyyG39V7TNLrQNu7HKoLwWhF6TgUER8d30ER5coFBPVeSAgTOKO7JE9zz0a3b98+4uIO9/IKdQ6QlJSE0+nks88+IzY2OBN9Wloa48aNY/PmzXTp0oVPPvmEk046qaYu5YEDB6iurmbEiBH86U9/qpk8pT42m40bbriBKVOmcMUVV+B2u/niiy/46KOP+Pjjj1m6dGlYxxlef9CDTj31VD3BpGtVks0J3NHrGj7P+5Y15ZtwBJwoQqGrvSOT249jSGK/SIdY45d9eSzZtZd4ixmr8fDYZZvJiMmgsru0jP9t2spVQwfWep5f0/ghPwe7asAvRJ2yKjaDkSqXmyWFu8JKNp3UoT3r9xeEvLMmpcSnaZyUkX7UNpbt3cfusjKSbLY6Q+HMJgN7KaO0qJqOsXGkWe0EpEa5x8XL65ZR7nFxx+DRvPH7C1m8aRcb9h4AoHdGGmOzuxFjadiFWnr7BKaeP5SKigri4+Nb5G5ZS9lVUoZaTxF1AKOisLPk2DPutRVej48VP21nycJNlBZXk5QawykT+jJsdC9MpiZ9DbZebaxmU9euXQGYPXs2Vqu1pls5BO8IRsvwtEWLFrFixQq2bdvGiy++WFN/LiMjg+zsbObMmcMll1wS4Sh1Ol1z0nyB+i+uCSbEpf/Yn1H2rE7E9OlC1bqdqAR7OgkhkIEAvnIHaoyV5DOGhHyudey5KNYYXCsWIivLkVJDGM2Y+gzBdsaFKLEJYR7dYQdWFfPdbctwFblRDAKhCir3VpO3aT8VvzgYdnf/Bp9raT4fhW99iGPdZgCE0Yh0uan8fimO1etpd/3lWHsdnxp8UlYD9Qw5BIKXz1WABtStEartWox/5dvgLgcESElgzYcomWNRh1+LUMMrY9EmGGI46smD9IOx/hvG0aC5h9HFxcXVSjaFMnTo0JqbVIe0bx+8hisrKyMrK6tOMmj27Nm8+eabvPDCC3Tv3rDk+TPPPMMTTzzBU089RWlpKVOnTqVPnz588cUXDB48uDGHVyPss+zt27fz/vvvs3PnTv79738Dwel8J02apN+V00W1FHMS12dOo9xbSYm3HLNiooM1DUVEV/fhH3fsxq9ptRJNhxgUBVURzN+yvU6yyav58QYCxAkjdSfADZ7UCAROvzesuM7q24vP12+ixOEi2W6t+TKWUlLicGE3GTmrb/3D2AA2FxUhJZhCzMZWqjkJCA1FCqxG08EheyrJFhsVXjef5Wxkave+ZMYnMXFgr6MOmWvNNOmjyr2Uau+vIANYTb2Jt4xHVY5dvNNmMqEdpYh6QEpspugtvticHFVuXnh8DhvX7EVKicGgsmdnIWtW7KL/4A3c9shUbHb9O6utiIuL48Ybb+SZZ54hJSWFefPmcdFFF+H1evnLX/7C3XffHdH4Vq9ezfnnn09iYmLwIvGIv9PMzExycnIiGJ1OpzseYnunU7E+t96bdJpfI6b3sW/+CUWh8y3nse/VL6jeuBufw3XwcwSMSbF0vG4ytm6h2xGKgmXE6ZiHjMGftxPp96Mmt0NNTG2WY/RW+/jhnhW4it3Y0601veoREp/Bx8Z/55DaL4luZzWsR3XlD8twrN2EYrOhmA8nZ6SUBMorKHrnUzo+fDvKcTiXUUQ7QNRf4wovQqQd7OVUm5b3K/4lL0PAB9ZEhHJwUhuvA23bN6AoGE6+sdljbjVSR0PBAgh4QP3NuZcMBB9p4yMTWxS74oormDlzJh988AGXXXYZUkpeeeUVUlJSOOmkk1AUpc5Mu8uWLUNV1UbNwGswGJg5cyaPPvoohYWFmEwmkpKaNuojrKvrH374gYEDB/Lzzz/zn//8p2b5kiVLePnll5sUkE7XUhJMcXSP6UxHW3rUJZoAykNMZ3kko6JS7qq7jUU1kmKx49VCpZqCw/MkknbW8GaL65acyJ3jT8FsMFBQ5aDE4aTE4aSgyoHJoHLHuFPokZJ81DaUED2uIHgSUa65EAf/+604oxlXwMfCfTvCir218Pj3sb3oWnaV3kNh1bsUVn/A3tLH2FJ4KdWe1cd8/pjMrgD4A3WnughoGpqUjO/RrbnDjkrvvf4961fvJjbOSkpaHAlJdlLS4oiNs7B21W4+fOvHSIcYObKJjyj09ttvYzabSUlJAeC+++7j3nvv5bPPPuOJJ56gsLAwovGZzWbKykL3KtywYQOpqc1z4afT6aJH2oQ+GGxmfGXOOrPp+itcqBYj7c7o26C2DLE2ut49jcwHryT9wrGknjOKzr87h97P3ETcwGPXhxRGE8auWZh69Gu2RBPAnm/3U73fiS3VcjjRdJApxojm19gye2eD2pKaRuVPK0EotRJNELxhqsbG4Csuw3mw11NzMyoTEMKGpLxubNILSEzKlBDrJIGN/wW/G2zBRNOhmIU5BoxmtB3fI6sKjkvcrULyCIjvB75y8DuDM9JJGazj5CkCW0dIPzPSUR7VoZ5NzfFoqA4dOvDRRx9x++23k5WVRefOnfniiy/49NNPiYlp/p5giqKQnp7e5EQThNmz6f777+cf//gH1157ba2M7/Tp0znvvPPCmhZPp4tmzmo3K77bxK5NeQhFoffAzgwZk4XJ0vg7KiX5ZaxZtBGXw01apxQGjuuLyVK3S216bPDDo747K95AgB5xsXWWK0IwpXM2n25egTfgx2Q4/GcupaTM4yTOZOH0DuH3CJrUpxeZyUl8uXErq/bmIZEM7ZTBlOzeZLU79snLSenpqELg9vuxHBkfEEBDSrAYjai/Oe7g6yAoc7vCjj3aBTQXu0ruxeXbjkFNQhHBOz9S+vH689ld+id6pr6B2VD/NMmn9cjko7XrySkuJdFmqXmNPX4/ZU43nRLjObN3zxY5nkgqLa5i+Y9bsVpNmMy1v+5MZiMWi58l323mgitHkZBUt75Vm9bGhtEdsnTpUsaODdYe2b9/P7t37+bBBx/EaDQyfPhw1q1bV6ueU0ubPHkyDz/8ML/73eFaH36/nxdeeIFFixbx5ptvRiw2nU53fNg6J9Pt+jHsfP0HPEXVqCYVhCDg8aOaDXS5aiSxvY9efuBIQgjsPTti7xk9dReLN5SBBMUQ+uat0WageH0ZAZ+Gajz6Dd5AlYNAWQVKiHNjAHHwnMa7//gkbRSlMyb1Kjz+t9BkIYJYQEHiROJFUcZgVEMUYXaWIIu2g8keukeUKQYcJWj7f0XtPem4xB7thGJE9nsMNj8D5b+Cpzo40Z8wQFxf6HMvwnz0G9aRdig/1hztNMbkyZPJzc1l8+bNxMbG0qVLF5SjFPW/9NJLGT16dIPb37NnDzfddFPIdUIIrFYrffv25frrr68pXdAQYSWb1q9fz7Rp02p2fkiXLl3YvXt3OE3qdFFry6+7efnhTyk+UI7UACTffrScDl1TuPXpS+jcs2EnCH6fn9nPzmXh+z/hrAr23kFAakYS0x+9mCFnDKi1/YRe3flk7UaqPF7iflOHyOP3I4HJ9QxXm9plABv272FxxV4MARWrakKTGlU+D2bVwE1Zp5BiaVomvFdaCnempYT13KEdM8hKTWVDQQHJNhvGQ8PppAQJEkmite4UvIfuCCZZoqOI+/FQ4V6E27cDg5qCIg4nM4UwYFTT8AUKKHXMpX387+ttI8Zs4i+TJ/LYN9+xtaiYCpcHkCiKQq/UZB47cwKJ1rb7Gh6ya1sBLoeHhOTQv+u2GDPlpQ525xQwcPjxqf2ga1lWq5X8/HwA5s2bx6mnnorx4FBkt9uNxRLZqb0zMzN59tlnGT16NGazGavVyrPPPovX6+XNN9+MmiLmOp2uebU7Mxtrp0QOzN9AxZp9ICFpRAbpk/oRPyB6kkbh+m1vpt+SEoQSfByzLUMwGUc9k83Ig1f7wnj8ai6a1OkIkYo38CGatg/QECIWo3IRmuF8hAhxg8rvBqmBUk+STAikEOD3HLe4WwNhSkQO+DNUb4fydcHXLLYnJJyEiMKRJtHEaDQyYMCAY28IpKenk57e8CS2xWLBbDYzd+5cJkyYQJ8+fXC5XPz444/s2rWLGTNmMG/ePF588UXWrl1Lt24NGyER1l+p3W6nsLCQbt261Uo2rV69ulEHpdNFu6L9Zbx4/0eUF1eRmBKLaggmRfw+P7k7C3nh3g954t83YY879oX77Gfn8uVrCzBZjCSlJ6AoCn6vn6LcUv5557+5+43f0XfE4d4mvVNTOL9/Xz5asx6Pw0+sOTiTnMPrxRMIMLRTBmdmhe6dYjeYuLXvGDKLt/O/3E1UeF0oQjAouSOXZg7h1PTmm2UlHIoQPHHGBO77ej7bS0qQMrhMkxK7yYzX5McWolZVpdeDVTUwoVNk4z+eKt1LkWi1Ek2HCKEghJFy9/dHTTYBdEyI5/WLz2PVvjw2HChASujTLpXhnTtiiOLpjVvUweRlG6oNf8I755xzuOSSS9i1axeff/45zz33HAClpaXs3bs37AKXzem6665j4sSJzJ07l/z8fNLS0jjnnHMadadQp9O1PnF9OxDXt0Okwzgu2g1NZtM7OQS8gWDPrSNIKfE7/XQ9IwNFPfb5h2q3YeneBefGbQirpW6dK48XYTRgzTp+54JCCEzqFIzKJDS5B/ChiA5ADB5REfpJtmQw2cDnBEPdWpAy4Au2HatfKwshILZX8NHKNHeB8GjRrl07cnJymDdvHpMmHe55J6XkmmuuoVOnTrz22mtcc801PPXUUw3uiR1WsunCCy/k7rvvZtasWTXLli9fzvXXX6/PoqJrU36Y+yvlxVUkpcWjHHHXxmA0kJQax4F9pSz9Zj2nXzT8qO2U7C9j4Xs/YbIYiU063MvCYDKQ1D6B4rxS5r72ba1kkxCCP5w6gvZxsXyydgMHqqqRUhJrMXNBVk+uGT4kZPHwQ2wGE9f3HsVVPYdT6KrGpKq0s8RGzaxrHeLieO2881i0cyeLd+/B6fOSmZTEiC4d+du6n9hRXkqM0YTNaETTJJU+D35N44qsgXSLb/oY4milSTccZUpVgYqUR6/ndYgiBMM7d2R459Z/1zQc3bPSsdnNOKs9xMbXTQg7HB7sMRYye514J35CBh9NbSPaTJo0iTfeeIOvvvqKhx56iCuvvBKAb7/9lscffxyb7dgF9ltCp06d+P3vj54w1ul0utai8/j2JPSMo3RLBfY0C8rBoXJSSrwVXgxWlazLG54cij/tFFzbdxGorEKNjUEcvEmmeb1oTie2flmYu9ZfTqC5CKGiisM9n39bc6vWtkYrSuZYtI1zkAE/Qq1dxgJXBSI2HZER+ZseuiZorrqVUXYOVVhYSGVlZa1EEwSvR2+44QYefvhhHn74YWbMmMGf/vSnBrcbVrLpr3/9K+effz7JyclomkZSUhJlZWVMmDCBxx9/PJwmdbqo9MsPW1BVpVai6RDVoIKUrFuac8xk06+LNuCscpHUPqHOOiEEtjgbm5dvp/RAOUnph7dRhODigf2Y2r8PO0tKCWgaXRITiGnEjI8W1UjnmMQGb9+SbCYjU7J6MyWrd63lf088hxd+/Zkl+XsodjlRhCDZYuPS3idxZdbAyATbQqzG7lS4FtVbq0uTHizG3iGeqQPwBLz8UraN/a5izIqRfmd1YvnHOZjMBsxH1FjzuH143X4mTDmJ2PjoSEDomse0adNqhvofuUyn0+l0x4dqUjnthZNZ8IdlVOysDA6bO3gKY+5hYPB9/ckYldbg9mzZvUiZdg4ln31FoPxwTyKhqlj79CRtxsVRc/P0SGq/C5AFm5DF25GqMdjDSQuAzwXmWNQRNyHUE2M2YF3r4vP5KCwspLCwkLS02n+ra9euxe8PTjzlcrnqrD+asJJNsbGxLFiwgKVLl7Jq1So0TWPw4MGceuqp4TSn00Utn9d/1OJrQgg8bt8x23FVuxGKqLctg1HF4/DjcoTusWJSVbLSTpxZitrbY/nr6Ensq6pgT2UZRlVlQEo6VkPb/4JOtE2mqPpD/FopBiWp1slUQKtCCAPJtnMiGGH0WlO2nTd2zqXEEzwxlUiMAwxYbGaqPnRSVSFQVYVAQENRBYNHdueSa07Q7602WiD8t2666SamTp3K5MmTIx2KTqc7zqSUuHfl4t1fiDCo2LIyMSSEN/OurvESusdx7kfj2T0/l30/FhBw+0nsE0/6xCQ6hjF8MO6UYdj69qJ61Vp8hSUIswlbdi+svbvX9HSKNsISh2HCQ2ibvySwY1GwALaionQ7FaXvOSgpbX9ylraurQ6jy8jIYMyYMYwdO5Z77rmnpmbTokWLeO6553jppZcAmDVrFldddVWD221SZbWRI0cycuRIcnJy6NHj2NNt6nStTWafDuzfVRRynZQSKSXdstofs53Ujskgwe/1YzDV/bPzOL1Y7GYSUvWToiN1io2nU2x8pMNoURZDZzrE3UpexQv4AgUoihWBQNOcIFRS7BcRZ2n47BInih3Vefx92yc4/S7ijTEYFBUpJa6AB0f3anre25nUxamUFVWTnBrHqNP6MHB4JgajeuzG26ITJNlUUlKC0+mMdBg6ne448+wvoOi9L3DvzkP6gnfgVZuF2JGDSLngTBRT279ZFQ1MsUZ6XdSNXhcFiwdLKamoqKfGUQMYEuNJOGNMc4XXIoQlDnXQ5SgDLgJ3FRgtCNMJNuNtG6ZJgdYMiaLmaKO5ffLJJzz22GPccccdVFZWAtCzZ09effVVrr76avx+P4888gjZ2dkNbrNZyvj37NnzqGNYdbrWasw5g1m+YCPVFU5ijhhqI6WkotSBxWZm9JSBx2xn0Gn9SMlIonh/KUnpCbV7q/gDeF0exk8biT1OH86jg5SYCzEbOlLk+IRqzypAYjcPItl+AYnWifpsHSHM27+Uar+TFFN8zd+XEAKbITj72B71ANffcTbdYo6dHNbpdDpd6+GvqGT/qx/hLy5DjbEhYu0gJZrTTfl3S9GcLtpdc1HUDbuSfhcc+A55YAF4isGcCumnIa3DIh2arhkI1QT25EiHodM1WHx8PM8//zzPP/88xcXF2Gy2WrUuDQZDoxJN0EzJpqaqqKhg3759dOvWDbs9dOa3vLyc4uJiOnfujMkUekrJltxGd2LIHtaNKVefwpf//oniA+VYrCakBI/bi8li5LI/TqRj5rHHrZqtJq5+9CJevuPfFOeVYo+3oRpUPC4vXqeHTlkZnHfLpGO2oztxxFpOJtZyMpr0gtRQlMhO2R7N3AEvq8u2YVFNIS8mrKqZEl8lv5Zt05NNBwmOVoa+4W1Eu+7du5OUFNkJBXJycsjJyWnQtj169NB7iut0jVT9yyZ8xWUYE+MOD68SAjXGBi6F6l82knDaKCxdMyIb6BGktwK57lEo3xBcoBjBlY8sW4+0j0AOvRthOrF6dut0rUFbHUb3WykpKc3STkSTTZs2beJvf/sbn3/+OSUlJSxatIhx48bV2sbv93PTTTfx7rvvkpycjNPp5MUXX+Tqq6+OyDa6E4sQgot/N4HMPhks/Gwl29flIgQMHJ3NhAuH02945rEbOWjYxJO4+83fMffVb9iycgd+jx+L3cz4S0Yy9fdnkthOP6nQ1aUIU+u4qo8gr+YjIDUMIvSQOCEEAoFb87ZwZFHsBBlG99e//jXSIfD+++83ePKURx55hEceeeQ4R6TTtR1SShwbtmI0GkLW8VEsZvxlFVT/ujG6kk3bX4OydWBOAuWIG9sBH1RtR25/A7LvbtZ9ao5ytMK9IBTUdl0R1phjP0mn051QCgoKWLZsGXl5eWiaVrM8OTmZyy67rNHtNUuy6a677grreT/88AMnn3wy99xzD1lZWSG3+fOf/8yXX37Jpk2b6N69O//5z3+45pprGDBgAAMHDmzxbXRtW7XPxaLCNSwuWk+Fz0GqOZ5xaQM59dT+DB3Xh0BAQwiOWjT8aLJH9iJ7ZC9K9pfhcrhJbBevD53T6ZrIbrCSYIqhyF2OVa07U2NAakgpaWeJbA8X3fFRVFSEw+Fo0LZpaWm1uoS3BD2BpNMdR4EA0utDGOq/2YAEzRl6ApZIkO5CKPwJDPbaiSYI/qwaofAnZPcZCEvTexdIjxP34o/xb1mO9LhAgLDYMWafinnUeQhjw2c41ul0bdenn37KjBkzsNvtlJWVkZycTH5+PgaDgbPOOiusZFOzFP549tlnw3rezTffzA033FDv0DmA119/nRtuuIHu3bsDcPXVV9OrVy/efPPNiGyja7uKPRU8uuHfzNo1n53V+VT6HGyp3MsrOV/w9Kb3cfjdqKoSdqLpSMkdEunYs72eaNLpmoEqFManDSaAhk/z11onpaTC5yDBFMPJSX0jFGH0Ec30iAY333wz3bp1a9Bj3rx5kQ5Xp9M1J1VFsduQ3tAzA0spQYAhMYomYKnKgYATDPWcA6oW8DugOgcpPfj9S/D7vibg/wUpA43alfR7cc55Ed+a75ABP8Ieh7DGIr0evCvn4frqdaTWuDZ1uhPZoWF0zfGIJlJKbr75Zt5++20WLFhAz5492b9/Pxs3biQzM5Mrr7wyrHbD6tk0a9aseteZzWYyMzMZNmxYky/KDxw4QF5eHieffHKt5SNHjuSXX35p8W10bdvrOf9jV3U+iaZYDMrhO2Rezce68l3M3ruIazPPimCEOp2uPmemD2dteQ6bKnZjECoW1URAargCHiyqieldzyLGaI10mNGjDQ2je+WVV2puepWWljJp0iSuueYazj//fBISEti5cyfPPfccdrudyZMnt3h8h2o2HarFdLT6TXrNJp2ucYQQ2Af2wb1rP9LvRxhqX9po1U4Us5mYof0jFGEIQgUEHEyE1SEBBH7/cnyO55BaARAAjAilMybL7zEYRjRoV/6tKwns24KwxSIMh3tRCVss0uvGn/MrgT0bMXQb0PTj0ulOALKZZqOLtmRTbm4uRqORiy66iE2bNuH1BktP9O3bl7/+9a+89tprXHLJJY1uN6xk06OPPsrevXsBSEgIzqxVVlYGBLuoFxYWkp2dzbfffkv79uEXYy0pKQGCYwSPlJycTHFxcYtvE4rH48Hj8dT8fGiaQCllWDP0HXqePrtf/Y7Ha7TXUciG8l3YVUuw7ssRTZuEEYtiYHHhei7uOLZVXLDqv0cNo79Ox9ZaXiOrauae3pfxVf4yFhX8SqXfgYLC4IReTO4wgv4J3Y/bMTTXaxTtr3G0Sk1NJTU1FYD33nuP6dOn16rVlJWVxemnn06fPn3Iz8+v6b3cUg7VbDo0lO5o9Zv0IXc6XePFDOoLa7bi2bkPxWxEsZiRmobmcIOApLPGYEqLolnB4rLAGBvsvRSqCHjAiTQIvMb/gqaBSCB4yeZF03bicT2KsP4Z1TDkmLvybV4CUCvRdIgwWZBuB74ty/Rkk053gquoqCAxMREI5nMOHDiA3+/HYDCQmppKUVFRWO2GlWz6/e9/z8KFC3n11VfJzAwWSN65cyc33ngjEydOZPr06Vx99dXceeedfPDBB2EFBsHp9YCazNohHo8Ho9HY4tuE8vTTTzNz5sw6yysqKsJONlVXVwNE3RSt0eJ4vEY5pXuxeVUSTDEIX902bVLF5fGQU7SXbvb0Ztnn8aT/HjVMW3idAgGNLXsKySuqQFUEvTqn0jEtodmOp7W9RqfHDWJczACq/U6MigG7IZgcrqioOG77bK7X6NDNihbRhno2HWnr1q2ceuqpdZabTCa6du3Ktm3bWjzZ9NsEkp5M0umal2oxk/GHKymdu4iqlesIOFwgBMb0FBJPH0Xc6KGRDrEWYYpHtp8Iez8GvwkMR9zE9DtBM+NP8YFRIpTUI55pBtKQsgCv520s6uBjfudoVaWgHuVyT1GC2+h0ugaRMvhojnaiVUpKCp06deKBBx5gypQpPPHEE/TvH17v0LCSTW+88QaLFi2iU6dONcsyMzP517/+xYQJE7j33nv5xz/+UWdmucbKyMhACEF+fn6t5fn5+TX7bsltQnnggQe48847a36urKykU6dOxMfHExfX+PHhhxJU8fHxreLCLhKOx2tk8popM7gRBhNKiDa9mh8nLqwxNuLjon/WOP33qGHqe52K3dWsL9uPJiU949LoHJMYqRCPavu+Ip5//3v2FZQjNYkETEaVQb0zuO3SscTHNL0XXmv9XUqm5YqBN9dr1JKvr5DBR1PbiDbdunXjjTfeYNq0abW+g5cuXcrSpUvp1q1bBKPT6XTHixpjJ+3yc0g+9zS8haUIg4o5ox1CDV04PNJE9xlIdwEULQFfJQgFpAbCiEzojb/jfoRIqP0kKVEcPkSVEViLTF+OiD36cDoRkwCl+fVvoGkoUXqOo9NFJSmCj+ZoJ4q0a9eOP/7xjzU/v/XWW0yfPp2//e1vjBgxgieeeCKsdsNKNuXm5oasx6SqKrm5uQCkp6fX6SXUWDExMQwbNox58+bVVD/3eDwsWLCA++67r8W3CcVsNmM2153FQQgR9oXDoee2pgu7ltbcr1Gf+C5YDWYcATexIYbJOQJuEs2xZMa0bzXvi/571DBHvk5Ov5eXNy/m2/1bqPIFh8daDUZGpnbj9uxxpFiiZ5rgAyWVPPHWNxSVVZMQa8VkNCClxOXxsXT9HtyehTz5+ymozVDQXv9dOrbmeI3017fpbr/9dv773//SuXNnxo8fT0JCArt27WLx4sXcfffd9c5821K2bdvGs88+y48//khJSQnJycmMGTOGu+++m169ekU0Np2uLVBj7Fhj6p94KFoI1QL9H4bS1ciC78FTDOZURNpYpJYPys8IccTICrcf4/ZSRIUHoWmARO56FK3dOESfPyBMsSH3Y+wzksDezUi/D2GoPVJD+jygqBh6nxzyuTqd7sRhs9kYMODwcNoRI0awdetWAoEAbreb9evX07Fjx0a3G1ay6ZRTTuGmm27itddeIyMjAwgmoG688UZGjRoFwKJFixg/fvxR2ykvLyc3N5eCggIAdu3aRUpKCmlpaaSlpQEwc+ZMzj77bPr168fIkSN5/vnnsdvt/O53v6tppyW30bVNKeZ4Rqf045uCXzAGgsWFIdhjwRnwEJABJrUfhkmtf0hlKFJKNm7ezw9LtlFQUEFsrJWRwzIZPrQbJmNYf3664yQgNR5f8zU/HsjBqhpJs8QAAoffy8L8beS7Kvn7yRcSEyVTBH+9dAtFZdWkJMSgKMEkhRACm8WEqiis35HPr1tzGdqnc4Qj1UWlNjqMLjExkdWrV/POO+/w888/U1payqBBg/jrX/9aZwKQlvbNN99w/vnnk5SUxKmnnkqHDh3Yv38/X331Fe+99x6ff/45Z5xxRkRj1Ol0LUcIBZKHIpIPD/OTUiJKfwZUpPQihAn8GsaNRSjVXqRBQZqC3/mKZoD9C5Gechj6JEKpe45q7H0yvg2LCeRuA5MFTFZAIj1O8Hkx9BiEoVsUFU/X6aKcpHlmkpNRM6dv0K5du7j++uvZsGFDreWqqta7riHCHkZ34YUX0rlzZ9LT05FSUlBQwEknncQnn3wCQF5eHs8///xR2/nhhx948MEHAcjOzua5554DgjWhfv/73wMwadIkvvzyS1588UU++ugj+vfvz08//URCQkJNOy25ja7tmt5tIuW+alaXbafK50QIgZQSk2rkjPShnNthZKPaCwQ03vzPYhZ+vxmvz4+qKGhSY+mKHLJ6tefe2yaREF/PtLe6FreiaA9LCncSb7RiPeLuX6zRjEU1sKX8APPzNnNh14GRC/IIP6zOwWhQaxJNRzKbDFRUu1ixca+ebNKdcAwGA9dccw3XXHNNpEOpUV1dzRVXXMEdd9zBww8/XKtHtMfj4fHHH+eKK65g586dxMRETw9KnU7X8hQlC6FkIOVeIBVDgQPF4UWaVFAEEh9CxIAhAQIeKF0DRSug3Sl12hJGM7apt+H+4UP821chHeXB5WYbhv5jsZx6MUKJzqGGOl000mTw0RzttBalpaXEx4dXRiasZFNmZiarV6/mxx9/ZPPmzQghyMrKYsyYMTXDAA4li45m6tSpTJ069ZjbTZo0iUmTJkXNNrq2yWowc0+faawv38nS4k1U+BykmhMYndqPXrEdGz3EZd6365m/cANWi5H4uJia53t9fjZt2c+r//qe++9o+Wm4daF9f2A7fk3Dag5xZ1BRQYioSjY53V5U9ehD5Byupg1l1ulaq4KCAvLy8tA0rdby7t2718y20pLmzZtHr169ePLJJ+usM5vNPPXUUyxatIivvvqKiy++uMXj0+l00UMIAybz7/B6nkDKApTCQHCFIpH4ERgQIiW4TDWDtwJ5YDEiRLIJQFhjsE66Hu2U8wkU7AEhUNMzUezRX4NUp9MdX/v27eOOO+6gsrKSffv2cdFFF9Va7/P5WLVqFZdffnlY7Yc9jkcIwdixYxk7dmy4Teh0UUcVCgMTezAwsUeT2vH5Anz97XoUIbDbag+7MhkNxNjMrFm3jz37SujSKYqm4z2BlbidiKN0aTUJlRKPswUjOrqOaQls2nUA7JY66w4VrO6Q0vhJCo4XTfoBUIQ+fDQqtNFhdFVVVUydOpVFixaFXP/xxx/XOZFqCTt27GDMmDFH3WbMmDHs2LGjhSLS6XTRzGAcjVAex+f5F/h+RYrgh7YQMQiRghBHfPcLAd5jz7iqxCajxOrnnDpdU7S12ehUVSUlJQVVVWv+fSSLxcLkyZOZPn16WO2Hfda/adMmli1bRmlp3eky77777nCb1enahP0HyikqqcZuM4Vcb7UaKS51sGXbAT3ZFCXaWWORyGC9hFAzEsoA6dbQBTibk08LsHDPDubu2MKeynJijCbO6NqDc7pnkWY7PLxm4ogsNu8uwO31YTHV7o1VUe3GZjEybkjTkqZNJaXkgGs5uyq/osSzCYBkc1+6xU0m3TpcL4gdQW11NroXXniBsrIyVqxYQffu3etMZmK3R6ZwsNVqZc+ePUfdpqysjPbt27dQRDqdLtoZDCNQ1ZORMbciPRsRSgqI35xXHrrytemfHTpdi2hjs9F16NCBV199lcLCQmbPns2tt97arO2HlWx69dVXueWWW+jYsWPI7uh6skl3opNSBu/6H+NiWkZj14AT1IQOvfhy3wacAS92Q+3eaJ5AsFfOWR37HtcYvIEAj/68gO/27kSTErOqUux08Oqa5czdsYVnx51Fj4RgcvK0oT1ZsWEPS9fvxunyYrWYkFLicHkxqAqXnzmUjLSE4xrvsWyr+IjN5e+jSR+Gg3dhD7hWUuheQ5+EK+mdoA8X0jWvnJwc/vjHPzJs2LBIh1LLyJEjefLJJ3n88cdrJkA5UkFBAZ9++inXXXddBKLT6XTRSggBHc+H0u2gafDb8kp+JyhGRPtxkQhPp9O1EWlpaUybNo2lS5cycmSwTvGHH37IZ599xujRo/njH/8YVrthzYn99NNPM2vWLPbs2cOaNWvqPHS6E1379AQSEqw4naFr5rg9PoxGlR7d6l506CJjYFJHzuiQRbXfS6nHgVcL4NMClHtdlHmdDE7uxIT2vY9rDLO3rGPhnh3Emkyk22NItFhJtdlJtdrJrarg8SXfoR3sd2s0qNw3fQIzzhlOWmIsPp+fQECjb7d23HPVaVx42knHNdZjKXVvZkv5hwgENkMqJjUWkxqLzZCKQLCl/H1KPVsjGuMJTTbTI8r06NGDAwcORDqMOk4++WSGDh3KyJEjee+99ygqKgKgqKiI9957j5EjRzJs2DCGDx/e4DZXrVrFddddR3x8PBMnTgy5zZw5cxg5ciTJycn07NmT//u//6uzzZ49e2pmyevUqRP3338/fr+/Zn11dTX/93//x+DBg0lOTmbIkCG89dZbtdooKCjAYrHUefz3v/9t8PHodLp6pI+B1JPBWwmeMgh4g4XB3SXBZFPGREjUZ5TT6VqChmi2R7S57rrrKC8vB2Djxo3MmDEDo9HIn//8Z/71r3+F1WZYPZvKy8u58MILw9qhTnciMJsMnDE+m/c/Xo7b7cNiOTzMye/XqKr2MLB/J7p3S41glM2v0F3JsqKdOPwe2lniGJHaHZsh9FDCaKMIwb0DTqeDLZ45e9dR5nUiJdiNJs7p1I8beo+qNUtdc/MGAny2fSOKIursR1UUEs1WtpeVsOpAHsPbdwSC9b8uOX0Q548bQEmFA1VRSEmwR8XwtD3VCwlIN1a17u+4SYnDFShib9UCkszHN4Gnq0cbrdk0Y8YMJkyYUDNpyZGzvkFwOJuqRmbmpQ8//JCrrrqKK6+8EgjOmncoqXP22WfzzjvvNLitkpISfve733HTTTfhdDrJz8+vs80333zDBRdcwEsvvcTFF1/Mtm3buPzyy5FScu+99wLg9Xo588wz6dmzJ7/88gv5+flccMEF+Hy+mhmC//nPf1JaWspbb71F586dWbBgAdOnT8fr9XLzzTcDwd68Ho+HX375hb59D/cANZlax+e/ThfNhGKEkx6AnbORuV+DrwIQYElDdDkHupwfFd/7Ot2JoK3VbDqksrKSpUuXMnfuXCBY4/Lqq6/m9ddf59NPP+XNN9/k2muvbXS7YSWbhg4dyqpVq45Z7FKnO5GdN2UQu/eWsGzlDqocHowGBX9AQ0ro2iWF399wWps5OfBrAf6Vs5gvctfg9HsRCCSSVHMsv+s9nvHpWZEOsUFMisq1vUZwaeZgtlUUEpCS7nEpJJisx22fmiZZs2YP/1uwjrINB7DZVPzdFNSuZoTxcOdTi8FAhdfN1tKimmTTIUaDSnpy9BQDByj35hycMafu77gQAoFKuTcnApHp2rI77riD7du3c8EFF4RcH6kC4QAJCQnMnTuXNWvWsHjxYkpLS0lKSmLMmDGcdFLjeiImJyezatUqAJYvXx5ym3feeYfRo0fXJIRSUlK47777eOihh7jzzjsxGAzMmTOH7du38/3335Oenk63bt147LHHuOOOO3jssceIjY3lvvvuq9XutGnT+Oqrr3j//fdr2j7EZDJhsdSdtECni2YVhW5W/y+PigI39kQTg87qQErnyNR3q48wWKHXDMicBtV7QCgQ0xWh6gldnU7XdKWlpbXqWi5atIjbb78dgE6dOoWs090QYSWbTj/9dC699FLuueceevToUedi4uyzzw4rGJ2uLTEaVe645QxWrOrO9z9tJf9ABbGxFkaP6MmYU3oRYzcfu5FW4u0dPzF790pMioEUcyyKEPi1AMWeav5v41fEGMwMS+kW6TAbzGYwMTC547E3bCKfL8Arryzk5yXb8foC4AtAaQBvng9lixHzhASELdgLQ0qJlMFeTq2BKsyAVu96iXZwG10kiIOPprYRbZ5++umj1o3s1atXC0YT2sCBAxk4cOBx308gEMBorN1L0mg0UlpaysaNGznppJP46aef6NOnD+np6TXbTJgwAbfbzS+//MK4ceNCtl1eXk5MTEyd5RMnTsTtdtOjRw9uvfVWrrrqqmY9Jp2uOUkpWfB6DvNe2IKzwhussyklc5/dxLgZ3Tnv/r4oanR95wqDFRJaxw08na4tklIgm6G4d3O00ZwyMjKorq5m1qxZJCYmsmLFCk477TQANmzYQP/+4Q3VDSvZNHPmTAAeeOCBkOvdbndYweh0bY1BVRh1cg9GnRzZWcGOpxJPNV/sW4NJUYk/ogeQQVFJMcdQ6Knkg13LGZrctVl6ckkp0fxbCPjWAxLV2A/F0LdV9hKbO/dXfly8FbvdTGKiHWdFALffh0EqBIp8eJZWYpkQnITB6fdhVlUGt+sQ4agbpr1tOMXu9UgZAOkCWYGUXkAFYQc02ttOjnSYJ642OoyuZ8+e9OzZM9JhRIXzzjuPyy67jI8++ogLLriAnJwc/va3vwGQn5/PSSedRH5+fp2C5Yd+rq/21XfffccXX3zB7Nmza5YJIbjxxhu59dZbSUlJYc6cOdxwww2Ul5fXO7ONx+PB4/HU/FxZWQkcSqxH1y/XoZiiLa5wNfZ4tLL9BHI3geZHSe6EktEHIaIjCdOU9+bn2bv579MbEAISOlhQFIHUJI5yH9+8sg2TXWHKbX2OQ9T1O9F/16JdWzqetnYsLbevtplsMhqNvPTSS9x000243W6eeeYZ4uPj0TSNf/zjH40a6n+ksJJNejJJp9MdsqJ4Fw6/hxRz3bvcQgjsmpnNO/axKXkffbt1alJSSAsU4K54goBvNciDFynCjGociCX+ERQ1/egNRBGPx8c3325AVRWs1mA3+CSLlfxqPwFFopoEWp4XrcyPLw4qvR5GZ3Sld2JKhCNvmE728eyo/AKHdydmvChCAgJNSjw4sCkWOlqP7+x+uhOX0+lky5YtlJSU0LVr15C9sNu6Sy65hKKiIh544AEuv/xyMjIyuP/++/n9739f67VQftNb8tDPoU7eN2zYwMUXX8wtt9zCxRcfnk2yXbt2vPbaazU/33TTTeTk5PCXv/yl3mTT008/XXPz8kgVFRVRd/EjpaS6uhqgTfweNfR4pNeNb/VctNxNyIAv2JtRURDx7TAOuwAlsX3LBHwU4b43gYDGT59sJSZdEpd6qJdt8Pcupr2R6jIvq77ewdCL07DYw7pcCsuJ+rvWWrSl42lLx3LoZoWuaS677DKmTZuG3++vqbmoaRpffvklGRkZYbXZcp+eOp2uTXL6vYBA+c1dTunS8H5fgbasCukI8LT1P/ToncHky0YwfHzj7xRKzYmr/C403yYQcaAkHNoRAe8yXGV3YUt6DaHUTXpFo7y8MsrLndiPGE4Zb7bgDQQocTvxqxrCAyW5lcjuZgandeDhkeNbzQmBxZDE0NjBrCrdgvOIu0ACBbuiMNDsQjj+jjT+s9UcU5siQbTBnk0Ab7zxBvfff3+t+gLDhg3jzTffZMCAARGMrOXdcsst3HLLLWiahqIofP311wB06xYc1tyuXTu2bq09K2RhYWHNuiNt2rSJCRMmcOGFF/Liiy8ec9+DBg3i2WefxeFw1KoDccgDDzzAnXfeWfNzZWUlnTp1Ij4+nri46KpBdyj5FR8f3yY+rxpyPFJqeP73JsbdvyLMVjBbEUIg/V5k4WaUH1/FfN6DKHGRnegk3Pdm5+pS9q5yYY014tDqPk/zG8nf5WH/WjeDzgrvIiscJ+LvWmvSlo6nLR1LS8bfVguEH6IoCiaTiaKiIv773/9y4403hp1ogkYkmz788EMALr300pp/1+fSSy8NOyCdTte6tLfGowjwan5MSvAjRXo0nP8qJJDjRioSYVEwGw1sW7+PXVvyKSuu4syLGz7FN4DfswDNtwWUFIQ4og6JsCGlEc2/Bb97AUbbec14dC0v1WYn1mSmwuPC4fGQndaBi8YM5ZSMLpgiNItWOKT0EuP/gdE2QYEWR3kgOOtWgmog3WhGkS6kbx3SvxFh7BfhaE9AERhGt2vXLu666y6+//57nE4n3bt355577mHGjBlNDOSwhQsX8oc//IE///nPXHzxxSQlJZGTk8NTTz3FlClTyMnJqTND3YngUG+l2bNnk5WVVVO7auTIkbzyyisUFxeTkhLsNblo0SKMRiNDhgypef6mTZsYP34855xzDq+99lqDTuw3btxIXFwcNpst5Hqz2RzyvRBCROWFz6G4ojG2cBzreLS8Lch961CsdoTxcNF3YTAh7QnIyiICm79HHXFJS4Vcr3DeG79HQwZksCZTiOEsiqIgNfC5tRZ/z0+037XWpi0dT1s5Fj3Z1PwKCgp48cUXufHGG5vUToOTTX/4wx+AYCLp0L/royebdLoTx7CUrnSwJpDrLCPVHIsQAt/SagI5brAraAZJvMmK3WLFHmOlvLSaj19fxNAxvUluF9/g/fjcC5FIFGGss04IIxoQcL6HGsgBNITaAyynIQ71gGpmvkCASpcHq8mIzVQ3pmPJyEgkIcFGWZkDk6n2R7HFYEDzmrDGGrhvygQ6d05urrDrqHK4+WFlDj//upNqh4dO7RM57eReDO7bCUUJ/8tbBnJBK0RVY8kwWPjtPRGJFalVovk2oejJphPCBRdcQFJSEuvXryclJYV33nmHa665hm7dujF27Nhm2cfHH3/Mvffey1133VWzbODAgcyePZs+ffqwbNmyZttXtCstLeWpp57i3nvvJT4+ntdff53333+fL7/8smab888/n44dO3Lrrbfy8ssvk5+fz5NPPsm1115LfHzw83nr1q1MmDCBc889l9dffz3kSf2LL75IfHw8U6ZMwW63M3fuXF544QVuu+22Vn8Rc6IK7FqN1PwIQ4iEoKKAwUhg2xKIgmRTOFK72jFaVDwOP4aEujO6eZwBjGaFtG6to7e0TqfTRaMGJ5uKi4tD/lun053YjIqBW7NO54l1X1DgrsSmmmBZJRoSaZCYFQPJpsMna3EJdkoLK1m6YCNnXzGqwfuRWjmC0D17hPRixYXwb4JAHgiJRIDzbYj9E8I8ssnHeUiFy82nKzfw1dqtVLo9GBSFUT27cPHw/vRKb3g9JbPZyMQz+vH+B0txubw1dZsgOEudw+Fh+LDM45poyi+q4IlXvmbP/lKEEKiKwq68En7+dSdnjOzNzZedihL2haJ+gRnNRDMMo2vM8zVNY/369bz55ps13bGvv/567rrrLtauXdtsCaDq6moGDx5cZ7miKHTo0IGqqqpm2U806N27N3v27MHv96NpGhZLsPfJobqaiYmJdOvWjSFDhlBYWMigQYP43//+x+mnn17ThtVqZf78+dx0002kpaVhsVi4/PLLeeGFF2q2eemllzhw4ADvvPNOrQKhHTt2JCcnBwjWh5o5cyb33Xcf5eXlZGZm8swzz3DzzTe3wCuhOx6kxxkcblvfd4CiIj1OpJStMqGY1MHGgDPas/yzfVhiDKiGw6UANE3iKPPS4+Rkug5MjGCUOp0u2rTVAuHHS1g1m1JSUupNOB1tnU6na5uGpXTj6cEX8eHuFfxyYDdauR9hVkgw2Ugy2TEoh5NEiiJAQHF+RaP2oahd0Hwb6q6QGiatEEEAiINDRcJlALRiZOXjkPgywtCtCUcYVO50c/9HX7E5rxCDqmA1GvBpAeav38byHXuZecEZDOrS8NnizjlnEPv2lbJkyXaqqz0YDAqBgAZAr57p3Hjj+CbHXB9Nkzw36zv27C8lKd6O4YjpnR0uL/N/3ky3jslMHpMdVvtC7QhKewjkgmqtu4F0IoQZxRjeVKq61kVRFC677DJmzZrF2LFjSU5O5r333kNVVc4+++xm28+QIUN4+eWXueiii0hKSqpZvnDhQpYvX86gQYOabV+Rtm7duqMW0hZC8Ic//IE//OEPR00I9O7dm++//76mrtNvPf/88/zf//1fyPYPSU9P55VXXuGVV15ptckHXW2HajHV935KvxclNaNVv9fnPZDNvg3l5G+vwmhRMVkU/F4NjzNAUgcrlz45sFUfn06na34nyjC6Hj161Jp1NlxhJZtKSkpCLvf5fHo1eJ3uBJWdkMETA8+n2FXF/fGv4HX4SLDU7X5+6OLIYqvbbf1ojNbJ+N3fILXqWkXAVRwIPEgEippw+AlCBdJAFiBdcxCxt4dxVLW9v+RXNuUVkhxjxXhE/aQ4i6Sw0sHfvlrMW9dfhMnQsNpKRqPKrbeewejRvVi8eCv5B8qJj7MxalQPRozogcXS+OF5DbUxJ5+cPUXExVhqJZoA7FYTLo+XeT9u5MzR4U37LIQRg+1CfFXPI7VqEPaak3YpvSArEaaRCENWk49FF1m//d6vrxbPyy+/zNSpU8nMzAQgLi6O2bNn1/zcHG688UY+/PBDunTpwtixY0lISGDnzp0sW7aMmTNnNqnIZbRpTO2phlwwh0o0ARgMBgyGhp8u6hfnbYPaayTi1/+BuwqstQu2S78XJBj6tO4hqSmd7Nw++1QWvrGd5Z/uw+PwY7SojLi4MxNu6El699hIh6jT6XQRYbFYyM4O74bzkRqVbPrkk09C/huCXeSXLVtGjx49mhyUTqdrvVKssZw6cQBfz16Opsk6dX/cLi9Go8rgU3s1ql3VNByD9Wz8rs+RARccTDgpWikgESIRIX6T3BICpAk8P0ETk00Oj5dvNmzHbFBrJZqCuxEk2q3kllWwcmcup/Tq0uB2FUUwZEhXhgzp2qT4Gmvb7kL8AQ2zMfTXgN1qJr+okqLSaqxh5rxU68Vo/t1orrlIWY1EBQKAQDH0wxT3sH5hGknNdFetU6dOtX5+9NFHeeyxx2ot0zSNM888E7vdzp49e0hNTeWDDz7g/PPP59tvv2X06NHNEovdbmfJkiW8++67/PTTT5SUlDBixAheeOEFhg9v3KQEOt2JTEloj3HIufhWfIpWXYow2YLfqT43MuBH7dwfQ9apkQ6zyRLbW7nokQFMvS8bZ4UPS4wBs02frFun04WmIdCaoVREc7TRVHv27OGmm25q0LZdu3bl1VdfbfQ+GvVpev3114f8N4DRaKRr16784x//aHQQOp2ubTnjgqEsX7iJ0sIK4hLtmMxGpJQ4qz04HW6Gj+9Dz34dG9WmEAqWuPvxGbrhdX6C1AoOrrEj8CLU9oSuE6QAviYeERRVOnB4vFjrKQZuMqhICXlljRseGLUO9kBrSi5ICBVj7L1olgkEXF8hA3sRIh7FMh7VMgEhQgyva0VKPflsqVpJpbcMo9tOlmkQHayZrSOB1oyz0e3bt6/WVPWhetz88ssvLF26lF9++YXOnTsDcO211zJr1ixeffXVZks2AaiqyvTp05k+fXqztanTnYgMQ85FxCTjW/s1siwv+L1gicPYdwzGQecgjG1nZkejWSU+rfXM+KrT6SKjLQ2js1gsDBw4sObnzZs3M3fuXMaPH092djZOp5MffviBPXv28NRTT4W1j0Ylm8rLy4HgGL5DRSF1Ol3b5/X5Wbl2D6vW78Hh8pLRLoFxI3rSJSN08eoOXVK48y+X8PrTc9m/uxgpXUhNYrYaOfWsk7jm7rPCuiAXwoDJfgVG28VogdzgMs/34Hgz+Kkdsk0PGIY1el+/ZTYaUBRBQNNCrtekREpZb0+haJOV2Q6DquDx+rGY6ybQHG4vXTskkZoYS1VV+MOjhVBQTcNQTU1/D6KFlJKfi+ewsnQ+Xs0NmsTsTWCN5xt6xw3jzPbTMSqNGybamsXFxdVKNoViNAZ/x35bY0jTtJp1zeXbb79lyJAhtWo2rVmzBqvVSu/evZt1XzpdWyaEwJA1GrX3KGRFAQQCiLgUhNES6dB0Op1O10Tt2rXjL3/5S83P2dnZzJkzh3POOadmmaZpzJgxo2bykcYK66pITzTpdCeO0nIHT788n227CtC0gwkdKfnyu/VcMmUIF501KGTiqEe/jjz97xtZv3IXebuKMBhV+g/LpEPXhs/YVh8hTKiGYJ0XKWxI50cgS4CU2gknrQowIKznhGynMdLjY+idnsbavfuxmYx1jrnaHez1NCyz/h5bLreXzVvy8Xr9ZHRIpFPHpHq3Pd76ZKaTldmO9dv2Y1AVDAfrTEkpcbi8CARTxvarMwzyRFbpdvPtlh38XDAfc8oqDIqBOGM8MSYzhoAdh/CysXIJVtXOhPTLIx3uUbX0bHTZ2dlkZWVx991389prr5GWlsb777/PkiVLuP/++5sWyBF++OEH/vznP/Pdd9/VWh4XF8fUqVNZtWpVo2od6XS64E0DkdA+0mHodDpd5EmgOWaSi4KeTUcqLCyksrKyVqIJgvUcb7zxRh555BEefvjhRrfb5Fvw5eXl+P3+WstSUpp+ManT6SJPSsnf3lrI5h0HSIizYjrYa0dKSWW1mw++WEl6ahynDgtdq001qAwc2YOBI49fLTehpkPsHciq/wNZANJCcDidG1DBejGYTmn6foTgspED2JJfSEm1k0S7FVVRkFJS7fHi8vqYOqQvHRLq9vDQNMmcL39l3ldrKatwIjWJyWwgu08Hrp0+hg7tE5ocX2MpiuCO6eN56tX57MwtRkpQFYWApmEyqpw9rh8TTwmvOHhbtK+sgge+mM/u0hIGDVmPQdNwugVVVJJgsZJhjMGs2tACGusrfubklMnEGBIiHXbUMBqNzJs3jz/96U+cdtppVFVV0bNnT955551mnY3uww8/ZNq0aXWSwZmZmSQnJ7Nq1SpOOaXpnwc6nU6n0+lOPFKC1kaG0R3J5/NRUFDAgQMHSE9Pr7Vu7dq1BAKBsNoNK9lUUVHBnXfeyccff0xVVVWd9Uebilen07UeW3YcYNP2fOJiLDWJJggmXuJjrRSXVvPlwvWMHto9onVqhOVMUDOQrs/BsxQIgPEkhPVcMI1ttthG9ujCnZNG88p3yymudiEAicRiMDBlYBa3TBgZ8nnvfbiUOXN/RVUV4uOsKIqC2+1j9a972J//BTMfOo/U1KMPQzoe2iXH8Ze7pvLTLztYsmYXDqeHTumJjDu5J/17dkAIoX+eExwi+eTXi9hZUkbHtAA2mwfNb8aoqASkRrnLRbzmxmIFs2qj2l/GXscW+saPiHToUaVbt2588MEHx3UfXq+X6urqkOuqqqpwOBzHdf86nU6n0+l0rU1GRgannXYa48aN45577qFv3764XC4WLVrEs88+y2uvvRZWu2Elm+655x5ycnL44osvGD9+PEuXLmXFihU8/vjj3HPPPWEFotPpos+Gbfn4/Rrm2NAfFTariZ37iimvdJIYb2/h6GoTxn4IY7+DyRGJEKGn8ZZS4tY8CATmMOrqTBrQm5E9u7B4yy7yK6qwmUyc0rMLXVMTQ26ff6Ccr79Zj8mkEht7uCC2zWbCbDZwoKCCefPXMf3K5iuQ3Bg2i4mJp/TRezEdxZrcfLYWFpFgtWBQvQfL0Af/rwoFPwEqPV7MUqlJ0AWk/2hNRlxLD6NrKePGjePBBx9k2rRptWbJe++999iyZYs+I51Op9PpdLqwtaUC4b/18ccfM3PmTO666y4qKoITHmVlZfH2229z6aWXhtVmWMmm//3vf3z//ff07NkTgOHDhzNixAh69erFgw8+yH333RdWMDqdLroEazRRb8+gQ4v9gej5xAzGWjdeTWqsLF3LD0VLyXPlA4Jutk6MtA5mWFzoulP1ibdaOHtQw5Izy1bsxO32kZwcU2edqiqYjAZ+/GkbV1w6sqZuki66bD5QiF/TMBtUfO4YNM2AovoJ+IPJSkUI/H4NvyaRig+DYiLZ3CHCUR+DpOlnOtHzZ1/jsssu491336VXr16MHTuW5ORktm7dyurVq3nllVdISEiIdIg6nU6n0+laKYlAhpz9uvHtRBO/34/T6eTZZ5/l2WefpaSkBKvVis1ma1K7YSWb9u/fT48ewRoscXFxlJaWkpKSwqmnnsrGjRubFJBOp4semZ1TUITA6/PXGkZ3iNPlo2P7BJLim/ZBdLxJKfk0dx7fFf6EJjUsihmQbK7czoHSAkoNFZzV4bTjsu/KStdRE3ZGo4rb7cPt9hET0zqSTQHpY1f1KrZW/kilrxCrGkfP2FH0iB2FWY1sD7fj4ogEZiBgorK0AwmpuxHCgJSHe9BpUsPtr6azPYv2lm4RCvbEZjAY+N///sd7773Ht99+S0VFBSNGjODll1/WezXpdDqdTqfThbBt2zYuueQSNmzYAEBycugZxxsr7ALhhy6csrKy+Oyzz7jxxhuZP3++Xhxcp2tDBvXtSMf2iezJLSE5MabWzGQutw+QTBqbjaqGHrIWLTZXbuf7wiWYhBGb8YihbKoV/JJ5+d+RHd+bzvaMZt93QrwNZDDhFSrh5PUFiI2xYLU2fkhfJPg0DwsO/IPdjtUgNRRhpNy7n3zXFjZVfMfkjHuwGyI3y97x0K99GgZFwe33YzUaKcnvjcVWgcVeBlLB5xeYFT9uzUGiuR1npl8d0RpmDdFWh9FBMOE0ffp0pk+fHulQdDqdTqfTtSFtdRhd+/btyc/Pr/d6JVxhXSFmZ2fX/PvBBx/k1ltvJT09nYsvvlgfQqfTtSEGg8od155GanIsJWXVlJY7qKhyUVxajcvtZezJPTlrbN9Ih3lMS0t+wSf92AzWOutsqgWP5mFZyS/HZd8jTu6OxWqkqspdZ10goOHz+Rk3JivqE3aHrC79nN3VqzArdmKMKdgM8cQYk7Ea4iny7OSHgrciHWKDVVW7+eGnrXz59Vp+Xp6D2+0LuV3/Dulkt0+jwuXBFwgQCJjI3XEyRXl9cLmsIAV2YwwjU87msi73Rf8QOjg4jK4ZHlFqw4YNfPDBB+zevRsITmzidtf9G9TpdDqdTqdrqEPJpuZ4RJPExETOO+887rrrLpxOZ7O1G1bPpkPdqwDOPfdcNm7cyKpVq8jKymLgwIHNFZtOp4sC3buk8tf7z2fhz1tYvDIHl8tLpw5JnD46i5GDMzG0giTJPud+jCL0EDUhBAoKea4Dx2Xf7dLiOGfyQD797yrKyhzExFhQFIHb7cPp9JCRkcRZE/sfl303N6/mYkvl9yjCiFEx11qnCgNmxU6eawOlnn0kmTvV00rkSSmZ+9VaPpu7morK4KyCCEhOjOGqS0cy5pRetbZXhOChM8fzwBfzySkuRUqJqijkl6VjMmQwtX8vrurdj6TExKjv0dTWSSm55ppreOeddzAajbz77rt07dqVr776iv/973+88847kQ5Rp9PpdDqdLqps3bqVL7/8ksLCQv7+97+TlpaGqh6+dsrKymLBggWNbjesZFNKSgrFxcU1P/fo0aOmhtNv1+l0utYvNSmGS88ZyqXnDI10KGExKyYCUqt3vYbErB6/YWyXXDic2BgLX85bQ0lpNZomMZmNjDi5O9OvHB2yeHg0KvPk4g5UYVJC12UyKlaq/SUUenZGdbJp3jfr+c+HSxBCkJRgQ1UV/P4ApeUOXn5zEWazgZOHZtZ6Tvv4WP457VwWbdvJDzm7qHJ76JqcyJl9enJSh3QqKysjdDThaavD6N5//31WrlzJvn37uO2222qWT5s2jfvuu499+/bVmqVOp9PpdDqdrqE0GXw0RzvRpF27dvz1r3+td31iYuhZt48lrGRTSUlJyOU+n6/VnXDrdLq2b2BiNruce9GkhiJq98QKSA0hoH98w2aXawivP8Cq3bkUVTmwm00M79aRKWedxBkTstm2/QBeX4AO6Qmkp8c32z5bgqh57Y7+DSmibIaNI7ncXj6buxqBIPGIwvYGg0pSgo3iUgefzPmFYYO71apRBmA3mTi7XxZn98uqtVxGW1/ohmiOYXBReNg//vgjf/zjH+nQofZQRiEEffr0Ye3atXqySafT6XQ6ne4ICQkJzJgxo9nbbVSy6ZNPPgn5bwBN01i2bFlNDyedTqeLFiOTh/Bj0XJKvGXEG2IwKMGPPp/mw+f30j62HUMSBzTLvpbk7OGlBUvZX16JdjAJkWi3cunwk5g2fAD9sjs2y34iIcnUCbshEYe/DINStyeYV3NiVCy0s/QK8ezosH5jHmXlDhLi6s6gKIQgNsbMnn0l7N5bTGbX1AhEqGsKr9db8+/fDmnMy8vDbm+DsyXqdDqdTqfTRaFGJZuuv/76kP8GMBqNdO3alX/84x/NE5lOp9M1kwRTPL/rfhX/2vUBBe5i5MEuGQoK3S1duKLHhSGLhzfW6j15PPHFdzg8XhJtVkwGlYCmUeHy8PoPKwC4bMRJTd5PS5FSUuAupNhZjNfiI82SSt/401le/GEwsSSsNRf0fs2LV3PSK3Y0Cab0CEdeP4fTg6ZJVDV07yuDqhAIaDhd3pDr24w22rNp3LhxvPLKK1x9de0ZAV966SX27t3LsGHDIhidTqfT6XS61kyjmYbRNb2JJtu8eTMjR46kb9++vPXWW4wcObLebfv27cuSJUsavY9GJZvKy8uBYI2mnJycRu9Mp9PpIqWLvSMP9b2ddRWb2ePIRSDItHemI+kkWZKa3L6Ukv/8vJpqj5d2sfaaC11VUUiyWyl1uPhwxVqmnNSbOKulyfsLV15xBWt27scXCNC1XRIDuravM1wMIKdqB/Py57PbsReb14KzwE3P2O5Man8GWfH5bKv8CY90oggFTWoIIciw9WN02oyWP6hGSE2JxWhQ8foCmE11vwI9Xj8mo4HU5NgIRNeCmmMqlCgcPnjFFVcwe/ZsevfujaZp5OXl8eijj7Jlyxb+9a9/ERPTOuqj6XQ6nU6niz4SgWyGchHN0UZTZWRk8OabbxIfH1/z7/rEx4dX+iOsmk16okmn07VGRsXIkMQBNUPmpJRUVFQ0S9v7yyvZtL+QWLMp5Ixk8VYzxdVOVuzM5fTslh9u7PR4eWnuz/y4YRcurw+BQFUF3dOTueuCsXRvn1yz7daq7by1cxYOvwu7asWiWPAILxsqNrHXmctNmdfSM3Y0OVVLqPQVYlXjyIw5ma4xg1GFscWPrTH69u5Ax4wkdu8tJiXJXuu90jSJw+llxLBM2qXFRTBKXbgMBgNz587lww8/ZP78+ZSXl3PSSScxa9YsvVeTTqeLKKmVEnDNJ+BZBNKBULuiWs9CMY06oiaiTqfTtYy4uDguuuiimp+P/HdzCSvZBOD3+/n888/ZvHkzUkr69u3Leeedh8EQdpM6nU7XalV7vPg1idWohlyvKgogqPJ4WjYwgkmUv378PT9t3IXNbCQtLli3xuMLsDW3iIffmc/fbjiH9MRYNKnx39wvcPpdJJkSEAgMAQNW1YpFtVDqLeeL/Hnc2uN3dLT1a/FjaSpFEVx31Wie+ftXFJVUY7eZMBpUPF4/LrePtJRYrrh4RKTDPO7EwUdT24hGqqpyxRVXcMUVV0Q6FJ1OpwNA8+/CW/4AMrAPUAAV/LsJeH5CtZ6FMfZuhNCvoXS6aNccVQgOtROt/H4/bre71jJVVbFaG19yJKw0+o4dO8jOzuaqq65i9uzZfPzxx1x11VVkZ2ezY8eOcJrU6XS6Vi0lxo7ZoOL2+0Ou9/oDKALSYlt+GM+GPQdYvnUvsVYzsVYzQgiEEFhMBlLj7BSUVfHlis0A7HLsJt9dQIzRXqeHlhACu8HKruo9HHAXtPhxNJd+fTN46J6zGT6kG5oGTpcXRVEYN7o3j9x/Lp06Nn1YZdSTzfSIIpqm1ZoZUErJv//9b2699VZef/11AoFABKPT6XQnKik1fBVPIgN7QUlBqKkINQmhtgNhIeD6HwHXnEiHqdPpGqC5Tp+i7BQKCM7oO3DgQCwWC7GxsbUe4fYODyuFftttt9GnTx9+/vlnUlJSACguLub666/ntttu48svvwwrGJ1Op2utkmNsjOrRhW82bMduMh7syRQkpaTc6aJDYjzDurX8bHRLt+zB5w+QaK9bK0pRBEaDwndrtnP9mcMp91bg1/wYDaGTYkbFiCvgptxXQXtr6ELgbo+PdZtyqXJ4SEqw0z+rAwZD6B5fkdKrRzp/umsKxSVVVDs8JMTbSIivO0OdrnXweDxkZ2ezePFi2rdvD8D999/PM888Q2ZmJq+//jorVqw4aj0CnU6nOx407y9o/hxQEhGi9nehUOzIgJOA63NU63mE2Q9Ap9PpmiQQCHDRRRdx3nnn8dxzz9WZvddmC+8cOaxk06JFi9i+fXtNogkgJSWFl19+mZ49e4YViE6n07V2M0YPZkPeAfaXVWEzG7EYDPgCAarcXuxmE3+YMBJTBJIuDpcXiQxZSwrAqKo4PD40TWIz2FCFQkAGMITo0u/XAqhCxabW/dKRUvLtj5v56ItVFJdVIzWJqiq0T4tn+iUjGT6oW7MfW1OlJMeS0taLgYcgZPDR1DaixQcffMD48eNrEk0ul4sXX3yR559/nttvv53169czfPhwnnrqKdq1axfhaHU63YlE+rcAAYQwh95A2JGB/aAVg5LWorHpdLrG0WQzzUYXRedQAPv27UNVVV577bV6rxfCEVb6XFVVfD5fneVer1ev2aTT6U5YnZISeHbaZCb264kigvWZfJrG4K4dePLCMzilZ5eIxJWaEINA1BpidCS3z096YgyKIugZ050kcxJV/uo620kpcQQctLek08mWUWf9gh838/q7P1JS5iAh1kpqciwxdjN5B8p5/vUF/LphX7Mfmy5Mh2aja+ojSixfvpwRIw7X2lqyZAmapnHDDTcA0L9/f4YOHcrWrVsjFaJOpzthBS+36vsOjs4BNTqdLpS2OowuPT0dTdOavd2wMkOTJk3i2muv5c0336Rbt+Cd6p07d3Lddddx5plnNmuAAJWVlaxatYry8nKGDRtGp06daq2fPXt2yORXjx49ak4+V6xYwbZt22qtT0hI4Oyzz661LBAIsGTJEgoKCujfvz+9e/du5qPR6XRtWaekBB4+9zSKqx0UVTqIsZjomBjfrHcJGmv8gEw++nENFU43Cfbaxf28Pj9SwqQhWQAYFANnpZ/Bh3s/odxbQYwa7Ebr0/xUB6oxK2Ymtz8T5Tcz53g8PmZ/sYpAQJKceLjrrcloIDnRTnFpNR/OWcnA7I4RfS10bZPP56t1HrBs2TL69+9fqxt4TEwMTqczEuHpdLoTmGLsj8CAxA2EKLArHQhDFiipLR5bS5DuCgK5C2H/Sgj4IKk7SuZ4lNQ+kQ5Np9MdZLFYmDp1Ko888giPPvpos3UgCquVF198kQsvvJDMzExSU4MfjEVFRYwaNYoXX3yxWQI75Msvv2TGjBn07NmTlJQUZsyYwaOPPspdd91Vs823335bq2J6dXU1c+bM4fHHH69JNv3rX//iq6++4tRTT63ZrlOnTrWSTWVlZZx55pkcOHCA7OxsfvrpJ2666SaeffbZZj0mnU7X9qXE2EmJsR97wxbQMSWBy8YN4t8LVlFY4SDWYkJRBE6PD68/wKDuHZg09HBi/eTkYUgk8/LnU+YpR3olDpykWJI5t8MU+idk19nH2k25lJRVEx9b90RaCEGM3cLOPUXszSulS8fk43q8umNra8Po+vfvz3/+8x9mzJgBwIcffsiUKVNqbbNt2zaysrIiEJ1OpzuRCWM/hLEf0rcaqRgQwggc7OkkqwAF1XYBQihH6f3UOsnirQSWvoHm3Bm80SQUKM0hsOsHZL+LUbIv1G9A6VqV5urYHQ1/6lu3bmXChAk1P/t8PgoLC3nmmWdqcjyHZGVlsWDBgkbvI6xkU3p6Oj///DM//fQTGzduRAhB3759GT16dDjN1cvlcnHllVdyyy238NRTTwHw66+/Mnz4cMaPH8/gwYMB6hT8fOONN5g7d27NSechw4YN49133613fw8++CCVlZVs3LiR2NhYlixZwujRoznzzDM544wzmvXYdDpd61JQWc2X67ewYMsOHB4PHRPimdy/NxP79MDUCoYPXzZ2IClxdj77eT17i8qRUhJrMzNxcG8uGzsQq8lYa/sRycMZnDiQLRXbKK8oJykhiay4XhiU0Mda7fAQCMh6C4EbDQout0ZVtTvkep2uKa655hqef/55OnTogKIouN1ubr755pr1K1euJC0tja5du0YuSJ1Od0ISQsEU/zDe8gfQ/NuQSIJD6zSEMKPaLke1nBXpMJud9LkILHkB3D6wJSHEEcMJPVVoG2YjErsiMoZGNlCdrhGaawhcFOSaaNeuHU8++WSDtk1MTAxrH026Qho9enStBJPH4+Gf//wnd955Z1OarbFt2zYqKiq44IILapYNGjSIrl278u6779Ykm37rrbfeYtKkSXWG25WWlvLZZ58RHx/PoEGDSEo6PL21lJIPPviAP/3pT8TGBovFjho1iuHDh/Pee+/pySad7gS2s6iU+z+fT155JUZVwaAorN9/gPX7C1ics5uZZ5+OxRjdCSchBBMH9+L0gT3JLanA5w/QISkOq9lY73NMion+CdlUiAri448+FDAp0Y7BoOD1+TGFeC083gBGg0pSYnT09tK1LXFxcaxatYp3332XyspKpk2bRpcuh2ukFRcX89xzz0UwQp1OdyITajtMSf9Ec/9AwLMYKasRahcM1jMRhr5tsneP3LcMWV0A1i4I4ahZLoQASxzSUYS2/WsUPdmk00VEQkJCnc45za3RV0fl5eWsXLkSj8fDuHHjiIkJTo/93nvv8eCDD1JSUtJsyaaMjGAB2s2bNzNkyJCa/efn57Nu3bqQz9m4cSPLly/n888/D7lu1qxZ5OXlsW3bNp5//nmuv/56IFiBvby8nH79+tV6Tv/+/Vm9enW9MXo8HjweT83PlZWVQDB5FU5X2EPPa2vdaJuT/hodm/4aNUxDXidNk/z56+/ZX15JWowNVTlcq8jt87N0xx4+XLmW6SNDJ7+jjRDQKSW+5udj/Y409Hcpu3cHOrRLIDe/jOREe60TZyklTqeHoQO70D4tvs39XjbX31tLvi5tbRgdBGfFvf3220OuO+usttdrQKfTtS5CWFGtk1CtkyIdSouQJdsBEPX0iMZgQRZtRkqtpteTThftJNAcZbSj5RRq8+bNTJ8+nRUrVhyX9huVbFq1ahWTJ0+mqKgICHa9WrhwIffeey/ffvstN954I4888kizBZeSksKtt97Krbfeys6dO0lJSWHWrFkkJSVRUVER8jlvvvkm7du3r1Or4fLLL+fvf/87ZnNw2tF//OMf3HzzzQwbNoyTTjqppr3fdhE72r4Ann76aWbOnFlneUVFRdjJpurq4CxQbfEuR3PQX6Nj01+jhmnI67TlQCGVFRV0j7Nj+u0QMYMJGxpLNm9jcq+udde3AY35Xbr8vIG8++kyXG4PdqvpYE8nDZfbS7dOcZx/ZvZRP09bq+b6ezt0s6JFNMfcvdE2b69Op9Pposyxvif0c1SdLpICgcBxnTylUcmmBx54gNGjR/P4448DwRpHY8aMoUuXLqxfv/64zNz24osvcvrpp7No0SL279/Pn//8Z1577TWKi4vrbOv1enn33Xe58cYb61RQ///27jssimv9A/h3ttJBioAKSFFUsGBv2GuwJBqDGmNMMTHXRL0xRRNriiU9lsTEqyY/b9TYW+wGFbCgKGJDFBUQAZXeYXff3x+Eua60BRYW2feTZ54nO/POmffMruzsmTPn9OnTR+v1e++9h88++wyHDh1C+/btYWpaPKhtyQ+GEllZWeK2ssydO1erJ1dmZiZcXFxgbW0NKyurKte3pIGqskdWjBmfo8rxOdKNLucp9lYskvIL4SCTQ1CVvpeRDwlSMnOQTQLcra3LKOHZVpXPUo8u1jAzs8Cfey8g5t5DqNUayGVS+LRqgokvdIWHWwOdaUdP/9743ypjjLGGQrD3BqIPgTSq4iGqnqbKh+DSjXs1MdaAVamx6eLFi7h69SqcnZ0BAD/99BOaNWuGM2fOoGXLlrWSIACMGjUKo0aNAlB8Uf/666/jxRdfLBW3Z88epKSk4I033tCpXHNzc7HRysXFBXK5HLGxsVoxsbGx8PDwKLcMpVIp9pZ6kiAI1f7hULIv//AoH5+jyvE50k1l50kmk0GD8u/NqYkAQYBCJm2w57oqn6UOvi5o79MM8Q/SkJWTDzsbczg1bniNcE/Tx7+3Ov/8cMckxhhjtURw6QbBwgnIzQQpAUFS3Pu7eIDwTECqgMTLOB4pZA2HBvp5jE4fZehLZmYmtm/fXmGMtbV1tcawrlJjU2pqqtjQBPxvTKUWLVpU+cC6Sk5OhqOjo/j6zz//RGJiYpkNSuvWrcPAgQNLNQ5pNBo8fPgQTk5O4rrz588jLi4O3bp1A1DcaDRw4EBs3bpVLPvRo0f4+++/8eOPP9ZG1RhjzwC/Zs4wkcmQU1gEC6Wi1PacgkJ4NbZDE+uq92RsqARBgGtT28oDGWOMMdYgCTITSHu/DyHkFyD7dvH9DUEASAPITCBpNwGSJn6GTpOxKiEqXvRRTn0RHx+PcePGVRjj4+ODq1evVrnsKg8Qfvv27VLrYmJitF57eXlVOZHyrFu3DleuXEH//v1x8+ZNrFmzBj/88AN8fHy04uLj43H06FFs3ry5VBlqtRoDBgzAoEGD4OPjg7i4OPz0008YPXq01kx3y5cvR69evTBhwgT06NED69evh6+vb62P0s4Yq788HGzRw8MVQTfvQCaRiLPOEREy8gsgkQgY19EXEknD7NXEGGOMMVYdgq0nJN1nQpp6EZR4EVDlA7ZekLr3h2Dnaej0GGMAWrdujdOnT1cYI5VWb1zaKj8k26JFC62lvHX68sknn2DcuHG4dOkSFAoFQkNDMX369FJxUVFReOWVV/D888+X2iaXyxEeHg5fX19ERESAiLBp0ybs2rULkidmlmrXrh0iIiLg7u6Oy5cvY8qUKTh58iQUitK9GRhjxuPDwf7o2rwZsgsLkZSZjaTMbCRn5UAiCHi1e0cM86m9x4gZqxWkp4UZTGJiIj7//HO0b98ekydPLjMmPDwcEyZMQKdOnTB48GBs3bq1VEx6ejr+/e9/o2PHjvD398eaNWtqLYYxQyHSQKUOR37h98grWISCwp+h1txscLOj1keC0gKSViMhG7AIsiHLIOv8Jjc0sWeWvi6fqvqXR6VSYcmSJWjdujXs7e0xbtw43L9/X9z++PFjzJs3D76+vrC3t0fPnj2xe/duncqWSCSwsbGpcLG0tKxixsWq1LMpODi4WgepqTFjxmj1QCrL4MGDK3yO0NTUFG+99Valx/L09MSSJUuqnCNjrH5KL8jDkbhoXE97CIkgoIN9Ewxo5gkLeemx1spjZWqCr8cOx/nYBITevoesgkI0sbbEoNZe8LDnx8XYs0eg4qWmZTDDSEtLQ7du3fDKK6/A1dUVcXFxpWLOnz+PXr164d///jdmz56N6Oho/Otf/0Jubq7YY1uj0eC5556DWq3Gt99+i8TERLz99tvIyMjAxx9/rNcYxgyFKBf5hV9ApT4NUBEIBAFAoWo75LLnoZRP50GqGWM60de9tqqW8corr+DcuXNYv349/Pz8EBISgrVr12Lx4sUAgCVLlsDBwQFbtmyBk5MTtmzZgrFjx2Lfvn147rnn9JBx9VSpsal37961lQdjjOnd2aQ4LD5/DI/zckAgEIB9d29g/Y0LWNpjGFrZ6D47mlQiQXd3F3R3d6m9hBljTAfW1ta4c+cOZDIZ3nzzTWRlZZWKWbNmDTp06IDly5cDADp37oykpCTMmzcPkydPhkQiwaFDh3DmzBnExMSI410mJCTgiy++wMyZM2FiYqK3GMYMpaBwFVSqk4BgCQiNIBGEf3o0ZaFItRUSwQkKecXjlTDGmKEcP34cW7ZswZkzZ9C9e3cAQEBAAAICAsSY7777Tmufd999F9u3b8fmzZsrbGyysrLCwIEDaydxVOMxOsYYq0tq0uD841hsvXsRu2Mv435Omk77xWWlY8G5I3icnwMHU3M4m1uhibkV7E3NkZCdjrlnDiKjIL+Ws2esnuLH6J5pEokEMlnF9wszMzNhZ2entc7Ozg4JCQm4efMmACAoKAgtW7bUmlglICAAmZmZuHjxol5jGDMEjSYZRepjgGAKQTATZ/0snj3UCoCAQtV2EBUaNlHG2DNBo8dFV7t27YKnp6fY0KSr9PR0WFhYVBjj6upaq5OhVXmAcMYYqys30pOw/MoR3MtOgZoIRICpTI7+zi0xq01/mMnKH09t370bSCvIQ2MzC0iemFJeJpHAwdQCCTmZOHb/FgbZu9ZFVRirVwQiCDUcq6Sm+7PaNWjQIMyaNQtnz55F9+7dkZ6eLo6jFB8fj9atWyM+Pl5rlmEA4sy9JWNB6CvmaQUFBSgoKBBfZ2ZmAiiefKG+jaNTklN9y6u6GlJ9KquLSh0B0uQCggOA0hN5EFmB6CHU6hhIpa1qOdvKNaT3BuD61GcNrS51dizo9zG6ku++EkqlEkql9lAfMTExaN26NebOnYsNGzZALpejd+/eWL58OVxdy/4d89tvv+HKlSsGHz+RG5sYY/VSfE4aPgnfg0f52bBRmEEplUFDhBxVAQ7EX0WeqhCf+Y0Q71I+LeTBXcgkEq2GphJSiQSg4sfsuLGJMdYQvfXWW7h9+zb69+8Pe3t7ZGdn491338XZs2ehVqsBFM/W+/QkKCUXuSqVSq8xT1u6dKk41sSTMjIy6t2PHyJCdnY2AJT7nfMsaUj1qawuKrUKBYUOgGCHsqpKpAJgiqL8HEilGbWcbeUa0nsDcH3qs4ZUl6cbbJ4lLi7aw3MsXLgQixYt0lqnVqtx5MgRuLm5ISIiAllZWZg2bRqGDx+OiIgIyOVyrfi///4b06ZNw1dffVXl3lD6xo1NjLF6aee9CDzMz0ZjE0uxwUgiCLCUm0AiSBCafAfX05Pg08i5zP2LNJoKvzwFASj85wcXY0ZHH7fm6ld7AHuKIAj4+uuvsXTpUiQkJMDBwQHnzp3DF198IV7c2tnZISYmRmu/x48fi9v0GfO0uXPn4v333xdfZ2ZmwsXFBdbW1rCysqpWnWtLSeOXtbX1M/+jDGhY9amsLmqNJ3LzMwHkQxDMytg/HQJMYW7a4p/H6gyrIb03ANenPmtIdanL/PXdsyk+Pl7rO+/pXk1AcU9hU1NT/Pjjj5BKpXBycsK3334LPz8/REZGolOnTmLsyZMnMXLkSMyfPx+zZ8/WQ6Y1w41NjLF6R0OE44k3oZTIyuyZZCaVI7soHyEPY8ptbPK1c8S9rFQQUakvISKChoA2to1rJX/G6jt+jM54yGQyuLm5AQB2794NFxcXtGnTBgDQpUsX/Pbbb8jKyhKnNT59+jQkEgn8/Pz0GvO0sh4VAErG0ql/P3xK8qqPuVVHQ6pPRXWRSrwhk/pCrT4PQA5B+N9PH6JCCMiHXDYKEol1HWZcsYb03gBcn/qsodSlLvOv6nhLFZUDFA/QXdkNll69emH37t1a9ZRKpQC0HyE8deoUAgICMGfOHHz66ad6yLLmeIBwxli9U6RRo0CtgkxS9p+okj+2OUUFZW4HgJHubWAilSOjUHsQcCLC4/xcWCoUGO5m+PEZGGOsNqSnp2PlypXiI3N79+7FL7/8gmXLlkHyz9/WsWPHwsLCAosWLYJGo0FaWhqWLVuGMWPGoHHjxnqNYcwQBEGAieJDSCTNAaSA6DGIMqDRPAQoHVJpRygVbxg6TcYYK9fEiRNhZWWFefPmITc3F48ePcInn3yCVq1aoV27dgCA0NBQBAQE4OOPP8b8+fMNnPH/cGMTY6zeUUikcDCxQL667LE+NP+04juZln8noJNDU7zRpgs0REjKyUJaQR7S8nORlJsFhUSK2R36wNXSpjbSZ6z+49nonnkDBw5Eq1atsH37doSFhaFVq1Zo1ep/DeiWlpaIjY1F48aN4ezsjLfffhtr1qzBxIkTxRgbGxvs2bMHO3fuhL29PZycnODk5IRffvlF7zGMGYpE0gymJqugkL8NieAKAaaQSlpBqZgNU+VXEISKZ2tijLESpMf/dGVpaYkjR47g9OnTsLGxgZeXF6RSKf766y9xvMRly5YhOzsbX375JUxMTMRl4MCBtXUqdMKP0THG6h1BEDDCxRero06hUK2CQqr9pyq9MA8WciUGNvGusJwprTqhdaPG2HP3Gi4+egCpIGCIkyte8PBFWzunejcILWN1hqh4qWkZzGB+/fVXFBUVlbtdKpXim2++wWeffYbHjx+jWbNmYo+mJ/Xq1Qt37txBfHw8zMzMYG9vX2sxjBmKRLCFUj4ZSvlkQ6fCGHuG6XvMJl21adMGJ06cgEajKfO7fOfOnWJP5ieVFVuXuLGJMVYvjXRth5CHdxCREg+5RAYzmRwaImQVFUAukeL1Fj3hWEHPJqC40aq7kyu6O/GMc4yxhsXT01OnODMzs3KnRi4hCEKdxTDGGGOsesprPJLL5aVmpasPuLGJMVYvmcsUWNZpNP4bE4ZDCdeRWZgPiSCgjY0Txrt3woBKejUxxson/LPUtAzGGGOMMWNhqJ5NzypubGKM1VsWciWmtfLHq17dkZiXAYVEiiZmNmXOUMcYqwJ+jI4xxhhjrEr0PRtdQ8eNTYyxes9UJoeHJY//waqHiJCvKYJckEImkRo6HcYYY4wxxho8bmxijDHWIOWpC3Ew4TIOPojEw/xMyCUS9G7sjVHNOsLDwsinY9fHrTljuS3HGGOMMQboZxyCknKMADc2McYYa3Dy1IX4LHIXwlPvQQBgIpUjX1WE/fcvIeRhNOa3fR7tGxnxQMb6GHSAn6JjjDHGmBEh6Odem7FcQhl2LjzGGGOsFuyOD0d46j1YyUxhr7SEhcwE1gozNFZaIaMoF99eP4BCtcrQaTLGGGOMMdYgcWMTY4yxBqVIo8LBhMuQQoBSqt2BVxAENJKbIyk/A2cf3zZQhowxxhhj7FlDelyMAT9GxxhjrEFJK8xFWmEOTGWKMrfL/xkkPC43pS7TqlcEIgg1nE2upvszxhhjjD1L6J//9FGOMeDGJsaMjIYIt9NSkFVYCCdzCzS1tDJ0SozplVwihSAIUFPZT9UTFV8oKCT8FcgYY4wxxlht4CttxozIibi7WB8Zjpj0VKhJA4VUiu7OLnjHrxvcbRoZOj3G9KKRwhw+1k1xIeUuzKVKCIL2lB+56kIoJTJ0tnU3UIb1AFHxUtMyGGOMMcaMhD4m8y0pxxjwmE2MGYlDd6IxP/gYbqQ8gqlMBhulCSSCgONxdzDj+H7EZqQbOkXG9OYFl85QSuVILcyB5p8eTkSEPFUhclQF6GbvBQ/LxgbO0oA0eloYY4wxxoxE8XhL+vjPOHDPJsaMQF5REVZdPItCtQqO5uZiTw+5VApzuQIPsrOw/ko4FvceaOBMmbFQazQ49+A+jt2LwePcXDiam2OQuxe6ODeF5KmeSNXR1d4T73kPxi+3/sbjwmxxvVyQoodDC/y71bAaH4MxxhhjjDFWNm5sYswIhCbE4WFuDmxNTUs9UiQRBJjL5TgVfw+pebmwNTUzUJbMWOQVFWFh8N8IjruHItJAAgEaIuy/HY0Bbu5Y4N+/1Cxy1TG0STt0sfPAyYdRSMxLh4lEjm72nmhj3bTUvwNjI4Ag1PC+Wk33Z4yxhoQ0GVAXBkGjvg1ABqncDxJ5DwhC2ZNVMMaePfqaSc5YrqC4sYkxI/AoNwfA/2bhepqJVIbsokKkcGMTqwM/XwxD0L07sFKawEwuF9fnFBXiyN3baGJhhemdu+nlWLZKC7zg0lkvZTUoPGYTY4zpjbrwLApzloI0KSj5Gaku2AlB6gmFxeeQSJsZNkHGmF6QULzooxxjwGM2MWYErJVKAMWPLpWlUKOGTCKBtdKkLtNiRig1Lxd/3Y6GiUym1dAEAOZyBRRSGfbeuoHMggIDZcgYY4zpTqO6g8Lsz0CaVAgSe0ikTpBInQDBGhpVNAqz5oEo39BpMsZYnePGJsaMQK9mbrBWmiC9oPTFDhEhu7AQXZyaorG5hQGyY8bk6qOHyCosgKVCWeZ2S4UC6QUFuP74YR1nZoSohgtjjDGoCvaCKAOCxAGC8L8e5IKggCCxg0YdA3VhqAEzZIzpiwakt8UY8GN0jBkBa6UJJvv6YfXFs3icmwsbExPIJBLkq1RIz8+DtdIEr7XtZOg0mRHQ0D9zcJTTfViAACKCpoJHtO4lpyL4xj1k5ubD3socfXzc4dzIqpYybqD0MZscz0bHGGNQF4YUNyyVMRagIMhB0EBTdAFQ8iQsjD3reMymquHGJsaMxKQ27SETJNh47RIe5+VCQwS5RIoWtvaY3aUXfB0cDZ0iMwLedvYwk8mRU1gEK2Xp3k05RYWwUCjQ0ta+1LYitRprDp3FwYtRyC9UQRCKhw3aeCIcgb07YFJfv2oN/E1EiL4ch9OHIpEUlwILGzN06d8Gnfq2glzBX5OMMcYqUojKHhYh8KPhjDHjw1fRjBkJQRAwoU07jG7RCmGJCcgpKoSTuQX8HJvoZap5xnThbGGJvm7uOPDPuE0K6T+PHAgqFFIB8tSFeMGjHezNSg9UvzHoInafuwZThQyNrc0hCMW9oDJy8/F/QeGwMTPByK5tqpSPRqPBxu8O4u8dF1BYoIJEUlzm2aNX4d3BDbO+Gg+rRub6qHq9wrPRMcaYfkik3lAXnSmzwy6RBoAAidSzrtNijNUC+uc/fZRjDHjMJsaMjJlcgX6u7gjw9EYnp6bc0MTq3L+79kR7Ryek5ufhUUEq8kxjoLK9Aon9TTRtHg8Tu3jczUnQ2icjJx/7L1yHQiaBpalS7MEkCAJszE0BELadjkSRSl2lXI5uC8ORP89BJpfC3skado7WsHeygaW1GW6E38O6L/foq9r1S8lsdDVdGGPMyMlMRkAQZCBNttZ6IgIoBYLEClLFIANlxxjTJ40eF2PAjU2MMcbqVCMTU6wcMgLvdeuAJs2SYWqZDqVMAnsTC9ibmeFi+nV8E/U7orPuiftcvvcAGTn5sDQtZ2BxUyWS07NwO/GxznmoitQ48uc5CIIAc0tTrUfwFEo5zC1NcPnMbcTfTq52XRljjDVsErk/pMrnARRAo34I0mSCNOkgzUMAJpCbzYJEykMVMMaMDzc2McYYq3Nmcjky5XdhZkrwsHKEu5UD7E0tYCk3g73CGplF2dh47y9oqPjeT6FKDQ1Qbk88qUQCDREKqtCzKSk+BY+T0mFuYVLmdlNzJQrzi3AzIrbK9av3uGcTY4zphSBIIDebAbn5AkjlHQFBCggmkCqHQmn1HWTKIYZOkTGmJzWdyNfYJvXlMZsYY4zVuZSCdFxOj4aZVAmJoH3fQxAEWMrMcD83GdFZsWhl5Q5XBxsoZVLkFapgppSXKi+3oAgmCjma2VnrnINGrSn+tq/kUVKNpgFeEuijsYgbmxhjDEBxg5NMOQAy5QAQqQEIEAS+p89YQ0NC8aKPcowB/xVkjDFW5x4VpKFIUwSlRFHmdoVEDhWp8KggDQDQwtkePi6OyMwrgFqj/aS7Sq1BbkERerVqDnsr3QfzdnKxg7WdBfKy88vcXpBXCLlCBo/WTXQukzHGmHETBCk3NDHGGLixiTHGmAGY/tOjSU1lP/amgQYCBJhKi8doEgQB743ojSaNLPE4Mxdp2XnIzi9EalYuUrJy4eVshzcHd61SDgoTOfo/3wkqtQb5eYVa29QqNbIy8tCinQs8fZtVr5L1GfcBZ4wxxhirEgJBo4fFWGaj48foGGOM1TkXMyc0NW2M2JxEKCRyrcG5ASBblQtruQXaWP1vuujmjRvh29dGYve5qzgeeRt5hSrYWZpjqF9LjOrqg0YWplXOI+CV3oi7lYTzf99AdkYu5AoZVEVqEBFcWzhi6vznS+XWEAhUvNS0DMYYY4wx46Gvu23GcRHFjU2MMcbqnESQYGSTfvglZhvSi7JgJTeHVJBCQxpkq3KhJsIw514wk2kP3u3UyBLThvXA1CHdkF+ogqlCDomk+o1BCqUM078YhwtBN3Dqr0tIjkuFhY0ZegzxRa/h7WFpY1bTqjLGGGOMMWZ0uLGJMcaYQXS180W+ugDb7h9BemE2BKF4zGkzmQlGO/tjuHPvcveVSiQwNyl7vKeqksml6D7EF92H+OqlvGeCAQcIP378OM6cOQMHBwcEBgbCxsamZnkwxhhjjNUBzT+LPsoxBs9EY9OlS5dw9OhRpKeno3v37hg1apTW9m3btiE0NFRrnbOzMz7++GOtdcnJydi0aROSk5PRtm1bBAYGQiaTVTmGMcaYfvRp3AmdbdvgUvpNpBdmwlxmBj8bb1grLA2dWsOmoeKlpmVUQX5+Pl588UVERERg4sSJSEtLQ9++fREUFARbW9ua5cIYY4wxVstKxlzSRznGoN4PEP7NN9+gd+/eiI+Ph1KpxOzZs/Hyyy9rxRw/fhwnTpxA8+bNxaVp06ZaMbdu3ULbtm1x6NAhyOVyLFy4EMOGDYNara5SDGOMMf0yk5mil30HBDTpg36NO3NDUwO1YMEChIeH4+LFi/jqq6/w7bff4uDBg5DL5YZOjTHGGGOM6Vm97rKTkZGBuXPnYvXq1XjrrbcAAG+//Tbc3d1x8OBBDB8+XIz18vLCrFmzyi3r448/RqtWrXDw4EFIJBJMnToVXl5e2LRpE1555RWdYxhjjLGGoe7uqhUVFWHNmjX46KOP0LhxY3F9kyZN6iwHxhhjjDFWd+p1z6a7d+9CpVKhc+fO4jonJye4uLhg586dWrExMTH45JNPsHz5cpw+fVprW1FREQ4cOICJEydCIimusqurK/r164fdu3frHMMYY4w1CCVjNtV0AZCZmam1FBQUlDpcVFQUsrKy0KtXL2zevBmLFy/G77//juzs7LquOWOMMcZYtZQ8RqePxRjU68YmT09PKJVKHDt2TFwXExODe/fu4ebNm+I6QRBga2sLExMT3LlzBwMHDsR7770nbo+Li0NBQQE8PT1LlX/r1i2dY8pSUFBQ6kIbAIiIF1544YUXXqq0PItcXFxgbW0tLkuXLi0Vk5GRAQCYPXs2tm7dCpVKhZ9//hktW7ZEbGxsXafMGGOMMcZqWb1+jM7S0hIrV67Ee++9h5CQENjb2+PEiRPw9fVFXl6eGDdnzhy4ubmJr8ePH48BAwZg9OjRGDRoEHJzc8XynmRlZSVu0yWmLEuXLsXixYtLrc/IyKjWDwciEu/0CkL1p/NuyPgcVY7PkW74PFWOz1Hl9HWOSm5W1AlCzZ+i+2f/+Ph4WFlZiauVSmWpUAsLCwBAu3bt8NtvvwEAFi5ciPbt2+OLL77A2rVra5iM8cnPz8e2bduwfft2eHt746uvvioVEx8fj19++QVRUVEwMTFBr1698Nprr8HExESMSUhIwKpVqxAdHQ1bW1u88cYb6N69u7h9x44d5b4/f/zxB+zs7JCWloYJEyaU2j5v3jz07l3+rJKMMcbYs4Rno6uaet3YBABTp07F4MGDERoairy8PCxevBj/+te/UFRUJMY82dAEAP3794eLiwtCQkIwaNAgsQEpPT1dKy4tLU3cpktMWebOnYv3339ffJ2ZmSne5X3y4ltXJQ1U1tbW/MOuHHyOKsfnSDd8nirH56hy+jpHdXp+9TgbnZWVVaXfdy1atIBMJkPXrl3FdTKZDJ06dcLt27drlocRyszMROvWrdGvXz9kZGQgLCysVExiYiI6deqErl27YsqUKUhPT8eXX36JAwcOYN++fQCKJ0bp3LkznnvuOUyYMAHR0dEYMmQINm/ejICAAABAp06dYG5urlX2woULkZaWBjs7OwDFvbwPHz6MNWvWaF2TtWjRorZOAWOMMcbquXrf2ARAnGEOAAoLC3H69GnMnDmzwn0KCwvFBilXV1dYWFggKioKw4YNE2OioqLQpk0bnWPKolQqy7yLKwhCtX84lOzLP+zKx+eocnyOdMPnqXL16RwVN+xoIAhSQ6eiRR/nqD6c39pibm6OkSNH4sSJE/jXv/4FoLiB4syZM1qTfTDdmJqaIjIyEnZ2dnjzzTfLbLA7duwYUlJSsH37drEnk5WVFQIDA5GVlQVLS0t8//33cHFxwaZNm8TPn0qlwvvvvy82Nj15DQYU34SLjIzEZ599VuqYvXr1gq+vby3UmDHGGGPPmno9ZhMAXLhwAWq1Wny9dOlSqNVqTJ06FUDxRdHJkye19tm0aROSk5MxZMgQAIBEIsHYsWPx22+/IT8/HwAQGRmJ0NBQvPTSSzrHMMYYMwy1KgE5mT8g/fFwpD3sh/THLyEvZxNIk1f5zqwMGj0tuvv+++8RFhaG/v37Y8aMGejYsSMUCgUWLlyonyoZEblcLvYqKk+bNm1ARLh+/bq4LjIyEu7u7uJjjUlJSWjevLlWQ6eHhweio6MRExNTZrl//PEH1Go1Xn311VLbPv30U4wZMwYfffQR91hjjDHW4PAA4VVT73s23bhxA2+88Qa6deuGmzdv4vr169i5cyecnZ0BFN8JXrJkCebOnQsfHx/ExcXh1KlT+Pzzz9G3b1+xnGXLlqFv377o0qUL/Pz8cODAAUyaNAmjR4+uUgxjjLG6pSq6iaz0mVCrkyBAAQgyqFUxyM36GoUFJ2Bp8x0kEgtDp/lsof/NJlejMqrAzc0NV69exb59+/Dw4UMMGTIEw4YNg0xW7y9FnkmdOnXCrl27MGrUKLi7uyMjIwPm5uY4duyY2LjUo0cPfPHFF7h79y7c3d1RVFSEzZs3AwDu3LlTatIUAFi3bh1Gjx6Nxo0ba61v27YtBg8eDHt7e+zZswe+vr44cOAABgwYUGZ+BQUFWjMXPj3BSn3yrA/i/7SGVJ+GVBeA61PfNaT6NLS61BV9NRRxY1M98corr6BHjx44efIkhg4disGDB2uNDSGVSnH48GFcvHgRly5dwvDhw7Fu3To0a9ZMqxwnJydERETg4MGDSE5OxltvvVVq0EpdYhhjjNUdIg2yMxZBrU6CROIIQZA8sa0ARYVhyMtZD3PLGQbMkunKwsKizIGkmf49fvxYHIT91VdfRXp6OpYtW4YffvgBK1asAADMnDkTYWFhaNu2Lfz8/BAbG4uBAwcCgNbYmCUuXryIiIgILF++XGu9nZ0dzp8/Lw4rMH78eAQGBmLmzJm4cuVKmfnpe4KV2tTQJkpoSPVpSHUBuD71XUOqT0OqS51OsMKqpN43NgGAl5cXvLy8Kozp2LEjOnbsWGGMqakpxowZU+MYxhhjdUNVGA616jYkkkZaDU0AIAhKCIICBXn7YGb+JgSJmYGyfAbpYzoVY5lK5Rm1YsUKPH78GOfPn4dcLgcA+Pr6ijPS+fn5QaFQYNu2bYiLi8Pdu3fh4uKCpKQk/Pbbb3BycipV5rp169C8eXMMGjRIa31J+U8KCAjA9u3bkZ+frzX7XQl9T7BSmxraRAkNqT4NqS4A16e+a0j1aUh1qcv89TGZb0k5xuCZaGxijDFmnFTqGBBUkAilf6wCgCCYgygDanUCZBKe+UpnBniMjtWtpKQkNGvWTKshyN3dHUDxTHV+fn7ieldXV7i6ugIANmzYAHt7e7Rt21arvPz8fGzatAmzZ8+GRFL5kJ+pqamQSqWQSssezL82JlipTfVpogR9aEj1aUh1Abg+9V1Dqk9DqUvdNjYV/6ePcoxBvR8gnDHGmPESIANAICqnGw1pAEggCKV7VjBmzLp3746IiAhcunRJXLdhwwYolUqxoSkrKwv79u0Tt1+8eBErVqzAp59+Wqq30vbt25GVlYXXXnut1LH279+vNaB4bGwsvv/+e4waNarMXk+MMcYYa/i4ZxNjjLF6S67oCkEwA1E2BKH0ozUayoJM5g2J1NUA2T3L9NER3DjuytVXr776KpKTk3Ht2jXk5ORg2LBhAIBDhw4BAKZMmYIzZ86gZ8+e6NixI9LT05GYmIh169aJk6wolUr83//9Hz766CPY2NggMjISH374IWbNmlXqeOvWrcNzzz2Hpk2bltpma2uLMWPGQK1Ww9LSEpcvX0ZAQADWrFlTeyeAMcYYq2M8QHjVcGMTY4yxeksqc4XCZBAK8vaCNFJAMIMgCCDSgCgdAqQwNZ9UajwnVhk9PEZnJBdK9dXrr7+OvLy8crdLJBKsXbsWX3zxBW7fvg1TU1N4e3vD3NxcjCkZs+n27dt48OAB2rVrBxsbmzLLmzt3Llq2bFnmtp49e+LSpUuIjo5GSkoKvLy84OjoWKP6McYYY/UNASA9PLVnLFdQ3NjEGGOsXrOw/BjQ5KCwMBikyUTxV7QAQTCHmeVUKEyeM3SKjNW5vn376hTn6OhYacOPLhOxDBkypMLtEokErVq10iknxhhjjDV83NjEGGOsXhMk5rCw+RqqossoLDgB0uRAInWC0mQopDIXQ6f3bNJQ8VLTMhhjjDHGjARBP5PxGssVFDc2McYYq/cEQQK5wg9yhV/lwaxyPBsdY4wxxliV8Gx0VcODXDDGGGOMMcYYY4wxveGeTYwxxtg/1BoNwqLiceziLSSmZMDK3AR923mibzsPmJkoDJ2eHvFsdIwxxlhNUd41aDIPgvKvQxDkECx6QbAcBkHe2NCpsVrAPZuqhhubGGOMMQBFKjW+3XYSJy7HQK3RQCaVQKXW4OKtBPx17joWTR4Ke2vzygt6FvCYTYwxxliNaFL/gCblP4AmHxBkIGhAeZFA+g5Inb+EYOpr6BSZnmmK32W9lGMM+DE6xhhjDMD2U5H4+9JtmCrlaGxjAVtLMzS2sYCNuQmi4h7hhx2nDJ0iY4wxxuoByjkHTcpaAATIHAGZPSBrXLwUPYQ6cQFInW3oNBkzKG5sYowxZvQKilT469wNSKUCzJRyrW1ymRSWpgpExDzAnQcpBspQv4hILwtjjDFmjDQZewBNASBtBAjC/zYIkuKGJ1USKPuEwfJjtYP0+J8x4MYmxhhjRu/+o3SkZuXCvJxxmUyVchQUqXA9LrmOM6slJbPR1XRhjDHGjAwRgXIvAhLTsgMEGUAaUP61uk2M1TqNHhdjwI1NjDHGjJ4AofIgAIKgWxxjjDHGGjq+6cJYRbixiTHGmNFr5mANOysz5OQVlrk9t6AISrkMrV0byOwy3LOJMcYYqxZBECCYdSoeGLwspAIggWDStk7zYrWvZIBwfSzGgBubGGOMGT2FXIYR3dtATYTcfO0GpyKVGtl5hejYoik8nO0MlKGeaTT6WRhjjDEjJLF+HpAoAVWq9s0XUgOqx4C8CQTLvgbLj9UOEvS3GAOZoRNgjDHG6oMx/m0Rl5yGvyNuIzu/EFKJBGqNBgIEtHFzxKwxfQydImOMMcbqAcG8CyT270Dz+BdAlQwIUoD+uQkjd4LUeTEEiblhk2TMwLixiTHGGAMgl0oxe1w/9OvgheOXbuHB40xYm5ugTzsP9G7rDlOFvPJCGGOMMWYUJI0CIZh2gCbzAJB/AxCUEMx7QLAaCkHWQHpCMy36egTOWB6j48Ymxhhj7B8SiYAu3i7o4u1i6FRqFWkIVMPH4EhjHBdKjDHGWHkEE29ITbwNnQarI/TPf/ooxxjwmE2MMcYYY4wxxhhjTG+4ZxNjjDFmbPQxmxzPRscYY4wxI6IGQaKHXklqI+nZxI1NjDHGmLGhf5aalsEYY4wxZiT0cflUUo4x4MfoGGOMMcYYY4wxxpjecM8mxhhjzNiQ5n9TNNekDMYYY4wxI0HQz0xyxtKziRubGGOMMSNTPBtdzS51eDY6xhhjjBkTjaCBRqj5zTZ9lPEs4MfoGGOMMcYYY4wxxpjecM8mxhhjzOjoYTY6o+kEzhhjjDFWPIucwLPR6YwbmxhjjDEjQ0SgGjY21XR/xhhjjLFnieafRR/lGAN+jI4xxhhjjDHGGGOM6Q33bNKzkju9mZmZ1d4/MzMTgiBAEAR9ptZg8DmqHJ8j3fB5qhyfo8rp6xyVfG/URY+hQlV+jWeTK1QX6ikbxmp+/VSbGtrfwYZUn4ZUF4DrU981pPo0pLrU5fVTkSYXGrUeHqPT5Okhm/qPG5v0LCsrCwDg4uJi4EwYY4w9i7KysmBtbV0rZSsUCjg5OWFj5M96Kc/JyQkKhUIvZTHjxtdPjDHGaqIurp/Ohc/WW5nGcA0lEA+6oFcajQYPHjyApaVltVqJMzMz4eLigvj4eFhZWdVChs8+PkeV43OkGz5PleNzVDl9nSMiQlZWFpo0aQKJpPaecs/Pz0dhoX56JSkUCpiYmOilLGbcanr9VJsa2t/BhlSfhlQXgOtT3zWk+jSkujyL10+AcVxDcc8mPZNIJGjWrFmNy7Gysnrm/+HXNj5HleNzpBs+T5Xjc1Q5fZyj2roj9yQTE5MGf3HDnj36un6qTQ3t72BDqk9DqgvA9anvGlJ9Gkpd+PqpfuIBwhljjDHGGGOMMcaY3nBjE2OMMcYYY4wxxhjTG25sqmeUSiUWLlwIpVJp6FTqLT5HleNzpBs+T5Xjc1Q5PkeMNWwN7d94Q6pPQ6oLwPWp7xpSfRpSXVj9xQOEM8YYY4wxxhhjjDG94Z5NjDHGGGOMMcYYY0xvuLGJMcYYY4wxxhhjjOkNNzYxxhhjjDHGGGOMMb2RGToBY6VWqxEdHQ1BEODu7l7u4GzR0dHIzs6Gj4+PUQ7gdv/+fTx+/Bju7u6wtrYuMyYlJQU3btyAt7c3HBwc6jhDw8vIyEBMTAycnZ3h7OxcZkxSUhKSkpLg4eEBKyurOs7Q8AoLCxEVFQVzc3M0b94cUqm0WjENGREhJiYG+fn58PDwgJmZWbmxJf/mXF1d4erqWodZGl5ycjIePHgAV1dX2NnZldp269atUvv06tULgiDUVYqMsTJoNBrExsYiLS0NrVu3hqmpqdb2O3fu4MGDB1rrzMzM0LFjx1Jl3b9/H0lJSWjRokW51ya6xNREQUEBbt++DQBo06aN1t+Y7OxsRERElLnfk9dKFy9eRG5urtb2Jk2awMPDQ2sdESEqKgoFBQXw8fGBXC6vcf6JiYmIiYlB27Ztyz0/8fHxSE5ORsuWLcu9dqnLmIpERUXh8ePH6N27d5nbdTmHeXl5uHnzJuzt7dGsWbNS2+vq/dJoNAgPD4epqSl8fX3LjMnPz8f169dhYWGBli1bam0rLCxEWFhYqX3atGkDW1tbncupSkxFsrOzcfnyZbi6usLFxaXMmNTUVMTExKBZs2alrqWvXbuGtLS0Uvs8+ffh0aNHuHnzZqmYHj16lLqerOhYukhISMDdu3fRvn17WFpaVjsmNjYWjx49gre3d63HMCNGrM6tWrWKmjZtSr6+vuTh4UF2dna0YcMGrZjExETq2rUr2djYkIeHB9na2tL+/fsNk7ABnDx5kjp27EjNmzendu3akYmJCb3zzjukUqnEmKioKJo8eTI5OzsTANq4caMBM657cXFx9OKLL5K9vT117NiRLC0tqW/fvpSYmCjGnDhxgrp160aOjo7Uvn17MjU1pffee4/UarUBM687hYWFNGfOHLK3t6cOHTqQs7MzNW/enI4fP16lmIZu06ZN5OHhQa1atSJvb2+ytLSk5cuXlxmrUqnI39+fJBIJLVy4sG4TNaDw8HDy9/enpk2bUocOHcjExITGjx9PeXl5YszatWtJqVRSr169tJaCggIDZs4YO3/+PLVq1YqaNGlCbdu2JRsbG/rjjz+0YqZPn062trZa/3YnTpyoFZOfn08vvvgimZqaUuvWrcnExIS+//77KsfU1Pr168nGxoZat25NzZs3Jy8vL4qMjBS3R0VFlfo71LJlSwJAhw8fFuO8vb3Jw8NDK+67777TOlZMTAz5+vqSvb09ubm5kZOTE508ebLauZ8/f57Gjh1LDg4OBICCgoJKxeTl5dGYMWPI1NSUWrVqRaamprRixQqDxVRk69at1KNHD2rUqBGV97OqsnP46NEjmjp1KllbW1P79u3Jzs6OunTpQjdv3tQqp7bfr4KCAlqyZAm5u7uTtbU1DRw4sMy4ffv2ka2tLXl6epKNjQ117dqVkpKSxO3x8fEEgDp27KiV66lTp6pUjq4x5UlISKDp06eTs7MzKRQK+vzzz8uMW7x4MSmVSmrTpg0plUqaMmWK1u+N2bNnl/r3pFQqyd/fX4zZuHEjyeXyUnFZWVlVOlZFzp49S6NHjyZ7e3sCQGfOnKlWTE5ODo0YMYLMzMyoVatWZGZmRr/88kutxDDGjU0G8M0331Bqaqr4+scffySJREL3798X140YMYK6detGubm5RET0+eefk4WFBSUnJ9d5voawceNGunHjhvj6ypUrpFAotBrldu3aRRs2bKDc3FyjbGwKDg6mgwcPiq8zMjLI19eXXn75ZXHdf/7zHwoLCxNfR0ZGkoWFBf344491mquhZGRk0I8//ig2CKjVapo2bRrZ29uTRqPROaahW7VqFT148EB8vWPHDgJA58+fLxU7f/58eumll8jNzc2oGpt27NhB4eHh4ut79+5Ro0aNaOnSpeK6tWvXkpubmwGyY4yVR6VSkYuLC7366qvij7rDhw+TQqHQus6YPn06jR49usKy5s2bR02aNBGv1/bt20cAKDQ0tEoxNXH58mWSSqVa10Nz5swhLy8vKioqKne/t956i5o1a6b1w9bb25tWrlxZ4fF69OhBQ4YMEcueOXMmNW7cuNSPaF1t2LCBtm7dSnfu3Cm3sWnOnDnUrFkz8Xtp165dBIDOnj1rkJiKLFq0iEJCQmjjxo3lNjZVdg4jIiJo7dq1VFhYSEREubm5NGzYMPLz89Mqp7bfr9TUVJozZw7dvXuXXn311TIbm5KSksjCwoKWLFki5tqlSxcaOXKkGFPS2PTkv6/qlKNLTEVOnTpFK1asoPT0dHJzcyuzsWn//v0kk8nEhrDo6GiysbGhb7/9ttxy7927RxKJhNatWyeu27hxIzk6OlaYT3WO9aS1a9fSzp076caNG+U2JOkSM2vWLGrevLn4m3Lz5s0kCAJdunRJ7zGMcWNTPRAZGUkA6MKFC0RU/MdVEATavn27GJObm0vm5uaVfsk0ZE2bNqUvvviizG3G2NhUlsmTJ1O/fv0qjBk2bBiNGzeujjKqfzZt2kQSiURsyK1uTEOWmppKAGj37t1a64OCgsjNzY3S0tKMrrGpLB07dqR3331XfL127VpycXGhK1eu0LVr17hHE2P1wPXr1wkAnT59Wmt9y5Yt6cMPPxRfT58+nYYNG0bh4eF0+/btMnsAN2nShObNm6e1rkOHDvTGG29UKaYmVqxYQebm5lrr4uLiSvVaelJOTg5ZWVnRggULtNZ7e3vT4sWLKSwsTOuGQ4mSc3fixAlx3cOHD0kqldLmzZtrVI+SBomyGpscHR1p0aJFWut8fX3p7bffNkiMLsprbKruOdyyZQsBoJycHHFdXb5f5TU2rVixgiwsLLR69W7ZsoUkEonY6FDy3h46dIjCw8MpIyOjWuXoEqOr8hqbxowZQ4MGDdJaN23aNPLx8Sm3rIULF5KlpSVlZ2eL6zZu3EiNGzemq1ev0tWrVyk/P18vxyrLrVu3ym1IqixGrVZTo0aNaNmyZVrrW7RoQTNnztRrDGNERDxAuIEkJCQgJCQEO3fuxNtvv40XX3xRfO738uXLICJ06tRJjDc1NYWPjw8uXbpkqJTrXG5uLkJCQnD48GFMnToVZmZmeO211wydVr0TFhaGoKAgfPPNNzhw4AA++eSTcmMLCgpw5coVeHl51WGGhnfr1i0EBwdj48aNWLBgAT799NNS43XoEtOQPX78GCEhIdi3bx9efvll9OnTB8OGDdPaPnnyZPz222+wsbExXKIGpFKpEBISgqNHj+LDDz9EcnIy3n33Xa2Y+/fv48UXX0RAQADs7OywYsUKA2XLGAMgjq2WkJAgrisoKMDjx48RHh6uFXvs2DFMmTIFPXv2hKurK/bv3y9ue/jwIR48eKB1bQYAXbt2Fa/NdImpKVtbW+Tl5SE1NVVcV1K3p+tTYtu2bcjOzsbrr79eatvXX3+NqVOnomXLlujRoweio6PFbSU5P1kfBwcHuLm51dr16IMHD5CcnFzhOazLmJqq7jk8f/48nJycSo2faOj369KlS/Dx8YGJiYm4rmvXrtBoNLh8+bJW7JQpUzB58mTY29vjtddeQ05OTpXKqcqxalKfst7/GzduoKCgoFS8RqPBhg0bMHHiRJibm2tte/jwIV544QWMHDkStra2+Oabb2p0rNpw7949pKWllcqjS5cu4mdEXzGMATxAuMEEBwdj5cqVSEhIgCAIWLRokTi4Y8kFxNODz9rZ2WldXDR0ycnJmDNnDtLT0xEbG4sFCxZUayC9hu7LL79EQkICoqKiMHbsWHTt2rXc2NmzZyMvLw/Tp0+vwwwNb9u2bdi3bx/u3LkDNzc3vPjii9WKacguX76MhQsXIjk5GRkZGVi5cqXWpASvvfYaJk6ciH79+hkuSQPLycnBnDlzkJWVhdu3b2PWrFnw9PQUt3t7e+PatWto3bo1AGDTpk2YNGkS3N3dMXLkSEOlzZhRa9y4McaPH49Zs2YhJycHDg4O+OWXX6DRaLSuqQYPHoz58+fD0dERGo0G8+bNw7hx43D58mW0bNlSp2uzurh+GzVqFNzc3PD888/jgw8+QF5eHr788kuYm5uXe4x169ZhyJAhcHNz01o/Z84cTJw4EQqFAunp6XjxxRcxduxYXLx4EXK5HKmpqVAoFLCwsKi1+jxNX+e5vrxf1TmHp0+fxsqVK/HDDz9ora8P71dqamqZ56tkGwCYmJhg+/btGDt2LADgxo0b6N+/Pz766COsXr1a53J0iamt+mg0GqSnp8PR0VFr27FjxxAXF4epU6dqrff09ERkZCTatm0LANixYwfGjRsHNzc3jBs3rlrHqg0VfeYjIyP1GsMYAHDPJgMZP348QkNDce/ePXz66ad47rnnxH+cJbNG5Ofna+2Tl5cHhUJR57kairu7O0JCQnD16lWcPn0aS5YswXfffWfotOqdPXv24MKFC4iPj0d0dDTGjx9fZtyXX36JDRs2YOfOnWjatGkdZ2lYn3zyCc6cOYMHDx7A398f/fr1KzWziC4xDdnAgQMREhKCW7duYf369Xj55Zdx6NAhAMD//d//4fz58xgyZAhCQkIQEhKCgoICxMXF4cyZMwbOvO5YW1sjJCQEly9fxtWrV/H7779j7ty54nZ/f3+xoQkAJk6ciD59+mDLli2GSJcx9o//+7//w5w5c7Bnzx6sWLECI0aMwIgRI7R6r44ePVr8sSeRSPDFF1/AzMwMe/bsAaDbtVldXL9ZWlri3Llz6NWrF37++Wds3boVP/30E6ysrMrsjRsdHY3g4OBSP46B4p4nJXnZ2Nhg2bJluHr1Kq5evSrWp6ioCGq1utbq8zR9nef68n5V9RxGRkZi5MiRmDp1Kt555x2tbfXh/ZLL5WWeLwDiMezt7cWGJgBo3bo1Zs2apfVdqEs5usTUVFWPsW7dOvj5+ZXq0dOjRw+xoQkAxo4diyFDhlS5zrXtWfq3wxoGbmyqB958801YWVnhyJEjACDeeXqyy3fJa2ObZrxE27ZtMWzYMBw8eNDQqdRbjRo1wptvvomjR49CpVJpbVu2bBm+/PJL7Nu3D3379jVQhoYnlUrx/vvvIy0tDefOnat2TEM3YsQItG7dWmxsAgAvLy8sWLAAc+bMwZw5c5CWloZjx45h4cKFBszUcNzd3TFu3LhK/yY5OjqW+lvOGKtbcrkc7777Lnbu3IlDhw5h6tSpCA8PL3dad6C4wcne3l7899u0aVNIpdIKr810idEHBwcHLF26FAcPHsSOHTvg4eGBxMTEMuuzfv16ODo66tS7sqSxrSR/Nzc3EBESExPFmJLXtXU96uLiAolEUuE5rMuYmqrKObxy5QoGDhyIl156CStXrqy0bEO8X25ubmWeLwAVHsPR0RGpqali44Qu5VT3WFVR3jEsLS3RqFEjrfUpKSnYs2dPmQ23ZXn6+78qx6otuvzG1FcMYwA3NtW5vLw8aDQarXUPHz5EZmam2BWxQ4cOsLe3x969e8WYGzdu4NatWxg8eHCd5msoTz7XDRR/WcbExJTqrmnMnj5HAHD79m3Y2NhAJvvfE7JfffUVPvvsM+zbtw8DBgyoyxQNrrxzBPyv668uMQ1ZUVERioqKtNbl5uYiMTFRrP/kyZPFHk0li5OTE15//XWxkbyhK+9z8uRn5OmY3NxcnD59usIftIyx2lfSe6DEyZMncePGDUyePFlcl5ubqxUTExODO3fuiP9+TUxM4O/vr3VtlpeXh6NHj4rXZrrE1EZ9fv75Z9jZ2SEgIEBrvUqlwu+//44pU6aIPRFKPF1fADhy5AgEQYCPjw8AoFevXjA1NdWqT0hICFJSUmrtetTMzAw9e/bUOmZOTg6OHTsmHrMuY2pK13N47do1DBw4EGPHjsVPP/0kDq1Ror68X4MHD8bNmze1xoras2cPHBwc0L59ewBlf18eOXIEnp6e4vhLupSjS4w+6nPw4EGtm7R79uzBoEGDSsVu3LgRUqkUEydOLLXt6Trn5+cjODhY6/u/KseqLTY2NujcubPWZyQjIwMnTpwQPyP6imEMQDlzdLJac/nyZerevTv98ssvdPToUdqwYQO1bduW2rRpozWrwS+//EJKpZJ++OEH2rZtG/n4+NCAAQMMmHnd6ty5My1dupQOHDhAO3bsoLFjx5K5ubk4Yx8RUXp6OgUHB1NwcDABoPnz51NwcDDdunXLgJnXnbfffptmzJhBO3bsoAMHDtCcOXNILpdrzVi4evVqAkCLFy8Wz1VwcDBFRkYaMPO6s2XLFgoICKDffvuNjh49SitWrKCmTZvSiBEjqhTTkCUnJ1P79u1p5cqVdOTIEfrjjz+oV69e1LRpU0pMTCx3P2ObjW7w4MG0cOFC2r9/P+3Zs4def/11ksvldOTIETFm6NChNG/ePNq3bx9t2bKFunfvTk5OThQbG2vAzBljCxcupI8++ogOHTpEq1atIjs7O/rggw/E7SqVilq3bk3ffPMNHTp0iP7zn/+Qh4cHdezYUWsmrJCQEJLL5fThhx/Snj17aMiQIdS8eXOt2bZ0iampkSNH0ooVK+jIkSP04YcfklKppL1795aK2717NwmCUOZ1UXBwMPn7+9PatWvp0KFD9Pnnn5O5uTm99957WnFffvklWVpa0po1a2jz5s3k7u5OL730UrVzT05OpuDgYNq5cycBoBUrVlBwcLDW38kTJ06QXC6nOXPm0J49e2jQoEHk6elJWVlZBompSHR0NAUHB9P8+fMJgHidlZ6ervM5vHPnDjVu3Jh69OhBp06d0rpeK/n81dX7FRYWRsHBwTR8+HDq3LkzBQcHU0hIiLhdo9HQgAEDqG3btrRt2zb6/vvvSaFQ0C+//CLGfPbZZzR58mTavHkz7du3j9544w2SyWS0Y8eOKpWjS0xF8vLyxPPo5OREU6dOpeDgYLpy5YoYk5SURE5OTjRmzBjau3cvvfPOO2RqakoRERGlymvbti1NmTKlzGONHDmS5s6dS3v37qWtW7eSv78/OTg40O3bt6t1rLIkJiZScHCwOFPhL7/8QsHBwRQfH1+lmCNHjpBMJqP58+fT7t27qW/fvuTt7a01A7O+YhgTiIgM2dhljK5fv441a9YgKioKdnZ26N27N15//fVSz9rv3LkTGzduRHZ2Nvz9/TF79uxSMx80VGlpaVi1ahXOnTsHuVwOHx8fvPPOO1pjDV24cAGzZs0qte/IkSPx8ccf12G2hqFWq/H777/j0KFDyM7Ohru7O6ZMmYIuXbqIMR9//DFCQ0NL7duuXTv89NNPdZmuwZw8eRIbN25EbGwsmjRpgueeew7jxo2DRCKpUkxDFhsbi1WrVuHKlSuwsrJCly5d8NZbb8Ha2rrcfcaNG4fhw4eXObtRQ5STk4Off/4ZwcHBICJ4e3tj2rRpWgOEl8ScOnUKMpkMfn5+mDFjRoXnkTFW+1QqFVatWoXDhw/D2toa48ePx/PPP68Vk5SUhJUrV+LixYuwsbGBv78/pk6dWqpH0JkzZ7Bq1SokJSXB19cXc+bMKTV5iS4xNfH48WMsXboUkZGR8PDwwPTp09GuXbtScYsXL8b9+/exdu3aMsu5ePEi1q5dizt37qBZs2YYO3YsnnvuuVJxGzduxLZt21BQUIBBgwZh5syZ1R6X5eDBg/jyyy9LrX/99de1vk9CQ0OxevVqJCcno23btpgzZw6cnJy09qnLmPIsWbIEBw4cKLV+5cqV8PPzE19XdA5PnDiBefPmlVn+n3/+KV771sX7NWbMGDx8+FBrnUwmw4kTJ8TXOTk5+PbbbxEcHAwLCwu88sorGDNmjLidiLB9+3bs3r0baWlpaNGiBd555x20atVKq9zKytE1pjwJCQkIDAwstb5Lly74/vvvxdexsbFYvnw5bt68iWbNmmHWrFla7x1QPPvapEmT8P3332tdZ5fIy8vDmjVrcPLkSQiCgPbt22PGjBmwtbXVitPlWOXZs2cPvv7661Lr33nnHbz88ss6xwDF170///wzHj16hA4dOmDOnDlwcHDQ2kdfMcy4cWMTY4wxxhhjjDHGGNMb47htzxhjjDHGGGOMMcbqBDc2McYYY4wxxhhjjDG94cYmxhhjjDHGGGOMMaY33NjEGGOMMcYYY4wxxvSGG5sYY4wxxhhjjDHGmN5wYxNjjDHGGGOMMcYY0xtubGKMMcYYY4wxxhhjeiMzdAKMlSgqKsKOHTswdOhQNGrUyNDpMPbMOXLkCFJTUwEAo0ePhqmpKU6cOAFbW1u0a9fOYHnt3bsXubm5AIDAwEAIgmCwXBhjjNUvhw8fRvPmzeHt7W3oVPSqodbrWbdr1y4UFBRAIpHgpZdeAgD89ddfaNWqFTw9PfV6rOPHj+PRo0cAgBEjRsDCwkKv5TNW3wlERIZOghmXrVu3QqPRaK0zNzeHv78/GjVqhPPnz6Nz587VKruwsBA7d+7EsGHDYGNjY7AymDY+p3Wjc+fOKCoqQuvWrfHTTz/B1tYWgwYNQufOnbFs2TKD5TV9+nTcuHEDQUFBKCoqgkzG9zkYY6yu5eTkYN++fQAAQRBgY2OD1q1bw9XVtcplHTp0CB4eHmjZsmWN9+vQoQMmTZqEDz74oMp51GfPYr2q+74+S+zt7dGyZUu4u7vjjz/+AAB4eXnhgw8+wLRp00rFnz9/HhkZGRg0aJC4TqPRYNu2bXB3d0fXrl3F9enp6Th06BAGDx4MOzs7LFq0COHh4di/fz9u3boFLy+v2q8gY/UIP0bH6tzEiRPx3XffYffu3eJy5MgRKBQKBAYGwtbWttplZ2ZmYsKECbh3755By2Da+JzWnQkTJmDLli01+nekb6tXr8aCBQsMnQZjjBm1R48eYcKECfj111+xa9cufP3112jRogVmzZpV5bI++OADHDhwQC/7DRs2DK1atapyWfXds1iv6r6vz5oZM2aIDU2VCQkJwbhx47RulF+6dAnjx4/Hu+++qxX7119/YdKkSeJNtUWLFmHlypX6S5yxZwzfXmYG8dZbb+HNN9/UWldUVITnn39efIQuLy8Pe/bsQUBAAOLi4nDz5k34+fnB3d0dKpUKZ8+eRXp6Otq3bw8XFxcAxV1jgeKuy1FRUbC3t9e6E/Gkqpaxbds2qNVqSKVSuLq6ws/PDwqFolS5t27dwvXr1+Hh4QEfHx9s3boVgwYNgr29vRiTlZWFM2fOQKPRoEOHDnBycqrwfJWXqy7lPXkek5KSEBUVBTc3t1KPVVVWv4rej8r2reh9SUpKQlhYGJRKJXr27AlLS0udjvkkXepYWVmxsbGIiIiAnZ0dOnbsCDMzM61jpKSkIDw8HDKZDJ07d4aVlVWl265evYrk5GQMHDhQjI2Li0N4eDheeOEFAMWfl1u3bmHw4ME4e/YsEhMT8cILL0Aul4OIEB4ejvv378PDw6NGj8KlpaXh0qVLUKvV6NOnD5RKpbjtwoULuH37NgDAzs4O7du3R+PGjbX2L3kcr1mzZjh79ixMTU3Rv39/AEB8fDwuXrwIFxcXtGvXDgcOHED79u3h5uZW7XwZY4zVjgULFqBfv34AgD179uD555/H2LFj4e/vL8bk5OTg9OnTyM3NRefOndG0aVNx299//42MjAxcunQJW7ZsAQC89NJLCA4ORmJiIgRBgKOjIzp06KDVm7m8/fr374/mzZuLcSWPNFlbW+PSpUswMTFB9+7dIZfLterx+PFjnD59Go0bN0aHDh0QGhoKZ2dntGnTpsL6q1QqnDt3DikpKfD29i7zMbeUlBSEhoaWW/bOnTvRtWtXNGvWTNzn2LFjaNKkiRhTXr0sLCwQEREBExMT9O7dG1KptFSMpaUlIiIioFAo4O/vD6lUioSEBISHh8PR0RHdunWrcr0qO6/lvT8SiaTMciqqB1DxZ+jatWtISkoSr49KegR17doVHh4eAIobdHJyctC7d+8q1c/MzAznz58v9zzpoqioCLt374anpyf69++P999/H5cuXUKnTp0AAEFBQejfvz9CQkKQmZkpXvcFBQWhY8eOsLa2rtZxGWtwiLE6JpVKae3ataXWp6WlEQA6f/48ERHFx8cTAAoICKCWLVvSiy++SCdOnKCEhATy8vIiHx8fGjVqFHl6etL8+fOJiOiFF14gADR06FAKDAykefPmlZlDdcp45ZVXKDAwkMaOHUstW7akVq1a0b1797TKXbJkCSkUCho4cCC1a9eOhg8fTgAoODhYjNm1axfZ2tqSv78/DRs2jKytrenHH38s93xVlKsu5ZWcx+HDh5OnpycNHTqUzMzMaPr06VrHqax+5b0fuuxb3jn96aefyNTUlPr160cdO3akRo0a0bFjx3Q65pN0qWN5ZWk0GpoxYwbZ2trSc889R127diUXFxcKCwvTOseWlpbUr18/GjJkCHl6eop5VrRt4cKF1KtXL61cN2/eTHZ2duLrlStXkqOjI3Xp0oX8/f0pMDCQcnJyKCkpibp160aenp40cuRIcnNzo4EDB1JWVla5n5VOnTrR0qVLtdYNHDiQevToQc2aNaOhQ4dS8+bNqWXLlpSQkCDG/Oc//6HAwEAKDAykfv36kbm5OW3YsKFUOT179qTmzZtTQEAALV68mIiIfv/9d1IoFOTv70/du3enHj16UKNGjWjjxo1a+wcFBREAKioqKjd/xhhjtefu3bsEgIKCgsR1BQUFBIBWrlwprjtz5gw5ODhQu3btaMCAAWRqakrLly8Xty9evJisra3Jz89P/O4oLCykpUuXUmBgIL300kvUvXt3atSoER08eLDS/dq3b09ff/21GOfp6UkDBw4kDw8PGjFiBLm4uFDHjh0pLy9PjDl69ChZWFhQp06dqF+/ftSmTRvy8PCgzz//vMJzEBUVRS1btiRfX18aOXIkOTo60sSJE0mtVosxJ06cICsrK+rYsWO5ZVtbW9O2bdu0yu7WrZtWTFn1GjBgADVp0oSGDx9OTk5O1L17d8rMzNSK6dmzJ7m5udGIESPIwcGBunXrRt999x25u7vTiBEjyNbWll599dUq16uy81re+/M0XepR2Wdo+/btZGdnRxqNhoiI/vvf/xIA+ve//y3GDBo0iD755JMq18/NzY1Gjx5NP/30U6nciYjs7Oxo8+bNper0888/ExFRTk4ODRs2jLp3704pKSmk0WjIzs6OvvnmGzE+ICCAVqxYQR06dKD9+/drlfPRRx9plV3y7+7WrVtl5sNYQ8aNTazOSaVSeuutt2jz5s3icvPmzXIbm8aMGUMqlUrc/4svvqBu3bqJX1AajYZ2795NRESPHj0iAHTp0qUKc6hpGWq1mgIDA2nSpEniulu3bpFUKqVdu3aJ66ZMmaLV2BQbG0vm5uZ0/PhxMebixYtkYmJCV69erXKuupRXch779+9PBQUFRER04cIFkkqlWhecldWvvPdDl33LOqd37twhhUJB//3vf8V1s2bNIldXV/HCR9dj6lLH8sr69ddfydPTkx4/fiyu++KLL6hVq1bi686dO9OSJUvE1ykpKWKjV0XbdG1sAlCqcee5556j119/XbyQys/Pp169etHHH39c7nkor7FJoVCIn4e8vDzq3r07TZ48udxy/vrrL7KwsKD09HStcqysrCg2NlZcl5aWRtbW1vT999+L6xYuXEgAuLGJMcbqmbIam65fv04A6M8//yQioqKiImrVqhVNnTpVjNm9ezdJJBKKjIwU1/n4+Gj97S/L6tWrycXFRbx+KW+/shpl2rRpQxkZGURElJGRQXZ2drR+/XoxR09PT5o5c6a4z4YNGwhAhY1NGo2GfH19aeHCheK69PR0rYYGlUpFLVu21Cp77dq1pcqubmOTg4ODeLMnJSWF3N3dacGCBVoxPj4+4o2l6OhoEgSBOnbsSDk5OUREdOnSJQJAN2/e1LleupxXIt3e18rqoctn6NGjRyQIAl2+fJmIiN58803q3Lkz+fn5ERFRYWEhmZub05EjR6pUP3d3d0pNTa0w/4oam1JTU6lHjx40ZMgQys7OFrePGTOGAgICiKj4M2JlZUWRkZE0c+ZMmj17NhERxcXFEQA6dOiQVtnc2MSMGY/ZxAzi0qVLWmM2xcTElBs7ffp0ra65pqamSElJwf379wEUD3I5evToKh2/umXcuHED+/fvx9atW2Fvb4+wsDBx265du+Du7o7nn39eXPf0oJBbtmyBjY0NUlNTsW3bNmzduhW3bt2Cvb09Tp06VeVcq1LezJkzxUfbOnXqhIEDB+LPP//UuX4lnn4/qrLvk3bu3AknJye8/PLL4rp58+YhLi4Op0+f1umYT9Oljk+XtWHDBrRr1w5BQUHiObSwsEBUVBQSExMBFL8H0dHRyM/PBwDY2tqib9++lW7TlZWVFV599VXx9cOHD3HgwAG0aNECO3fuxLZt27Bnzx64u7sjKCioSmUDwHPPPQcfHx8AgImJCWbMmIFt27aBnpgfIiUlBX///Te2bt2KjIwM5OXl4fr161rljB49Wmsg2aNHj6KoqAj/+te/xHWzZ8/m2eYYY6we+/vvv7FlyxasXr0aY8aMQbdu3cTrisuXLyMqKgpz584V40ePHo02bdpg27ZtlZb94MEDHD16VPzujY+PR1JSUpVzfPnll8VHk6ysrODn54ebN28CKL6GjImJwYcffijGT548udTj3087f/48rl69ChcXF2zfvh3btm3D4cOH4eXlJX63Xrp0CdHR0Vplv/7663BwcKhyHcqrV5MmTQAUXy9MnToVW7duLRVTMmtZixYtYGdnh0mTJomP93fo0EG89tC1Xk+WXd551Vc9dPkM2dvbw8fHR8zvxIkTmD9/Pq5evYq0tDSEhYWhsLAQPXv2rFL9Jk2aVO0ZrR88eIA+ffrAxcUF+/btg7m5ubitf//+CA4OhlqtRnh4OORyOXx9fdG3b18xh6CgIMjlcvGxP8YYj9nEDKSsMZvS09PLjHV2dtZ6/fbbb+PixYvw9vZG69atMXjwYLz77rtaz80/KSQkRGyoAYDx48dXuYyCggKMHj0aYWFh6NKlC2xsbJCQkICHDx+KMfHx8VrP5gMo9frevXtQqVTYvn271vpevXqVe5FUUa5VKe/pXNzd3REbG6tz/Uo8/X5UZd8nxcbGis/ll7Czs4O1tbWYV3nHLE9FdSyvrHv37qGwsLDUOQwMDERhYSEAYOXKlZg6dSocHBzQs2dPjBo1Cm+++SaUSmWF23Tl5OSk1UBTMpD6mTNnEBERoRVbnfEHyjoveXl5ePToERo3boyff/4ZH330EXx9fdGkSRPI5XIIglDqPXz63MXHx6NJkyZa43NZWlrCzs6uyjkyxhirGyEhIYiOjkZcXBzi4uKwd+9e8TsrNjYWEomk1Jh7np6epb5Pn/bpp5/ihx9+QOfOneHg4CAOqPzw4UOdv8dLPD3JhVKpFG/qxMfHQy6Xa40BJJFItG6GREdH4+LFi+LrAQMG4N69exAEAUePHtUq28bGRrwhExcXV2nZNaHLdcrTjSVKpbLUOoVCIZ4PXepVoqLzqq966PoZ6tevH4KCgjBu3Djcv38fQ4YMQfv27XHy5Elcu3YNXbp0gbm5eZXqV9XP2ZO++eYbWFhY4PTp06XGZO3fvz8yMzMRHh6OoKAg9O3bF4IgoE+fPrh8+TLS0tIQFBSErl27ajVSMWbsuLGJ1XtP95IwNzfHf//7X+Tm5iI0NBSrV69Gp06dxAGOn3bu3DmcP39efD1+/Pgql/HHH3/g6tWriI2NFQewXrNmDebMmSPG2NralmowS0tL03ptZWUFKysrceBFXVSUa1XKezqXtLQ0cdByXepX4un3oyr7Psne3h6pqala64qKipCVlaU1mHpZxyxPRXUsrywrKysMGDAAX331Vbnltm/fHmFhYUhMTMTx48exePFihIaGYtOmTRVuk0gkWrOXACjzoq6snADg448/Rs+ePSuveCXKOi9SqRSNGjVCQUEBZs6ciT///FMctDwvLw9bt27V6vlUVp5lfeY1Gg0yMjJqnDNjjLHa8eQA4cuXL8cLL7yAK1euwM3NDfb29uLf8ScbOFJTU+Hp6VlumXfu3MGSJUtw8eJF+Pn5AQCioqKwa9euUt8lNWVra4uioiJkZ2eLPYAA7e+6mJgY7N69W3zdrl07WFlZgYjw3Xffib1ynmZnZ1dp2QB0/n5/mi7XKVWlS730raJ66PoZ6tevH6ZOnYrjx4+je/fuMDExQb9+/XDixAlcu3ZN/IxWpX416Vm9cOFC7Ny5E6NGjcJff/2lNVGMj48PGjdujKCgIAQFBSEgIABA8eeldevWOHXqFIKCgjB58uRqH5+xhogfo2PPnISEBACAmZkZBg8ejJUrV+Lhw4e4e/eueGHw5Bf+7NmzsWXLFnGpThlJSUlo0qSJ1kxpO3bs0MqrV69eiIiI0Lprs2fPHq2YYcOG4datWzh+/LjW+uzsbGRmZla5vlUp78mLrqysLBw9ehS9evXSuX7l0WXfss5p7969cfXqVbEbOFD8aJ1cLkfnzp11OvbTKqpjeYYNG4Y//vgDWVlZWutLzvuT/+/s7IxJkyZhxowZOHv2bKXbmjZtirt370KtVotl6fIYnLe3N5o3b441a9aU2vZkXro6fPiw1rnfuXMnunTpArlcjpSUFBQVFWnN6rJjxw6dfhz06NEDqampWo89Hjx4EEVFRVXOkTHGWN378MMP4e7ujo8//hjA/xpldu7cKcbEx8fj3LlzWo8HWVhYlLpOEgQBLVu2FNc93WO4rP2qo3379jA3N8fevXvFddeuXcOdO3fE18OHD9e69mvTpo044+3T361EJD423759e1hYWGhdT0RERGiVDRR/vz95gzIxMVGnx9H27t2r9f26c+fOSq9TKqNLvXSl6/tTUT10/Qz17dsX6enpWLFihdiw1K9fPxw5cgRnzpwR1+mzfhWxtrbGkSNHkJOTgxEjRiA3N1dre79+/XD06FGEhoaKuZXUY/369YiNjRVn6WWMFeOeTeyZs3btWpw8eRIBAQGwtbXFpk2b4Ovri9atW0Mul8PHxwdfffUVxo4dC0dHRwwaNKjGZQQEBGDhwoWYMWMG2rVrhz179uDChQtaZQ4ePBh9+/bFkCFD8N577+HRo0dYv349gP/daenXrx/+9a9/YfTo0Xjvvffg5eWF6Oho7Ny5EwcOHBB7tFQlV13L27RpEzQaDdq0aYN169bB2dkZr732GgDoVL/y6LKviYlJme/L888/jyFDhuD9999HZmYmli9fjk8//bTa3aArqmN5FixYgOPHj6NLly6YOnUqzMzMcO7cOdy5c0cc92rMmDHw8fFBt27dkJeXh++++w4TJkyodNuoUaMwe/ZsTJw4EUOHDkVoaCgOHTpUaT0EQcD69esxcuRIZGRkICAgAGlpaThw4ACGDx9eaa+xp6lUKgwcOBCTJ09GREQEfvvtN7E7epMmTdClSxe89tpreOutt3Dnzh2sXbtWpzGyvL298dprr2Hs2LH48MMPoVKpsGrVKpiYmPC4TYwx9gyQSCRYtmwZAgIC8MEHH6Bz5874/PPP8d577yEuLg4ODg5YuXIl/P39xd6vANC5c2f88ccfcHZ2hlKpxIgRI+Dq6ooXX3wR48aNQ0REBDZt2lTqeE/v99JLL1U550aNGmHOnDmYNm0a7t69C0tLS6xYsQJWVlYVfvdYWVlhzZo1mDJlCmJjY+Hv74+kpCTs2rVL/K62sbHBp59+imnTpuHevXuwtLTEjz/+WGoq+8mTJ2PJkiVQKBRQKpX4z3/+U+rRq7LEx8djxIgRGD16NI4fP46zZ89q9b6vDl3qpauy3h+JpHTfhIrqYWNjo9NnqGTcpgsXLuDbb78FAPj7+yM6OhoSiUTs2a3P+lWmpMFp8ODBGDFiBPbv3y/2cBowYACmTZsGOzs7+Pr6ivv07dsXL730EkxMTNCjRw+95cJYQ8A9m1idCwwMLLMrtkKhQGBgoPg8uZmZGQIDA0s1wCxatAiLFi1CUlISzpw5g5EjRyIkJARyuRxA8d2WFi1a4ODBgzh58mSZOVS1jPbt2yM0NBREhNDQUAwdOhS7d+/G2LFjtcrdu3cvpk6divDwcMhkMvGu25O9flavXo2dO3eKj8U5ODggNDQULVq0qFauupa3f/9+uLi4ICwsDCNGjEBISIh4YaRL/cp7P6pybp5+X/78808sWLAAERERuH//PjZt2oT58+dXeszyVFTH8sqytbVFWFgYZs+ejRs3buDatWsYNGgQ/v77bzEmJCQEffr0wcWLFxETE4Mff/wRS5curXSbg4MDzp8/D1dXV4SFhaF3797YsWMHxowZI5bdsmVLsTv2k/r374/r16+jc+fOCA0NRXp6OpYsWVJpQ1NkZCS2bNmCvLw8sZwVK1Zg9uzZuHbtGgRBQEhIiNZducOHD2PEiBE4deoU1Go1QkJCMGnSJK0xzPr374/27duXOt6aNWuwaNEiREZGIisrC0eOHIFEItH6zO/du1frfDLGGKt75ubmCAwMLDWm4/Dhw/H++++LvXJnzJiBPXv24NGjRwgPD8e///1v/PXXX1r7LFmyBJMmTUJQUBB2794NpVKJ0NBQ+Pn54cSJE7C1tUVoaCgCAwO1HqV6ej+1Wo1hw4ahVatWYsyIESPg5eWldbw+ffqgY8eO4ut58+bh119/xe3bt5GQkIDNmzfD2dlZ67unLBMnTkRERASaNWuG4OBgFBUV4bffftNqsJgzZw7Wr1+PO3fu4MGDB/jzzz+1GheA4h5hK1euxM2bN5GYmIiNGzdixowZWmMIPV0vAPjss88wbtw4XLp0Cc7OzggLC6u07qNHj4a7u7vWurFjx8LFxaVK9dLlvJb1/pSlsnro8hkCgHfffRcTJkwQx6O0srLCrFmz8P7772uNfVTd+pXnzJkzWgOzP7mvjY0Njh49Cg8PD/z3v/8VY4YOHYrAwMBSE6H069dPXG9iYqJ1nOPHj2Pfvn065cRYQySQvh+kZsyIpaamag2++Ntvv4m9nJ7+Aqor9+/fh4uLC27cuFHqoqehMIY66uLTTz8VZ3b86aefSg0EWhue/syfOHECAwYMQGxsrHghPH36dKSkpACAOJYVY4wxVl1Pf/fcvn0brVu3xokTJ2r8WFpZevfujWHDhmHevHnVLsPLywsffPABpk2bpsfM6t6zXo+33noLmZmZkEql+OOPP2r1WIsWLUJUVBQA4Mcff4Sjo2OtHo+x+oYfo2NMjxYtWgSVSoVOnTohOjoaq1atwoIFCwzW0MSMy5dfflnnx1y7di2uXr2KPn364MGDB/jxxx8xbdo0rTuuq1evrvO8GGOMNVyHDx/Gli1bMHz4cGRmZmLlypUYMmRIrTQ0sYbl119/rbNjLVq0qM6OxVh9xI1NjOnRt99+i99//x3nzp1Do0aN8Ndff2k9rmQIVX0U7VlkDHWsrz766CP8+eefOHnyJExNTbFhwwaMHj3a0GkxxhhrwCZMmABra2scOnQIRIQlS5bg5ZdfrrXjDRo0SOsRueqoymNe9VlDqQdjrPbxY3SMMcYYY4wxxhhjTG944AzGGGOMMcYYY4wxpjfc2MQYY4wxxhhjjDHG9IYbmxhjjDHGGGOMMcaY3nBjE2OMMcYYY4wxxhjTG25sYowxxhhjjDHGGGN6w41NjDHGGGOMMcYYY0xvuLGJMcYYY4wxxhhjjOkNNzYxxhhjjDHGGGOMMb3hxibGGGOMMcYYY4wxpjf/D7DhY8vmLhKjAAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -6393,7 +6113,7 @@ " \n", " \n", " 50%\n", - " 10113.848904\n", + " 10113.848903\n", " 19083.760938\n", " 0.000046\n", " \n", @@ -6420,7 +6140,7 @@ "std 343.638436 41.083399 0.000339\n", "min 9400.472872 18966.694449 -0.000145\n", "25% 9896.129241 19053.127536 -0.000034\n", - "50% 10113.848904 19083.760938 0.000046\n", + "50% 10113.848903 19083.760938 0.000046\n", "75% 10340.308418 19115.830717 0.000090\n", "max 11158.086187 19160.710428 0.003330" ] @@ -6590,7 +6310,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -6766,7 +6486,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -6804,37 +6524,37 @@ " \n", " 0\n", " Held-out R2\n", - " 0.794\n", + " 0.797\n", " -\n", " \n", " \n", " 1\n", " Held-out MAE\n", - " 102.480\n", + " 101.470\n", " kW\n", " \n", " \n", " 2\n", " Candidate predicted power\n", - " 9593.612\n", + " 9603.350\n", " kW\n", " \n", " \n", " 3\n", " Candidate NeqSim power\n", - " 9297.714\n", + " 9365.247\n", " kW\n", " \n", " \n", " 4\n", " Candidate prediction error\n", - " 3.182\n", + " 2.542\n", " %\n", " \n", " \n", " 5\n", " Candidate RVP\n", - " 10.411\n", + " 10.392\n", " psia\n", " \n", " \n", @@ -6843,12 +6563,12 @@ ], "text/plain": [ " Metric Value Unit\n", - "0 Held-out R2 0.794 -\n", - "1 Held-out MAE 102.480 kW\n", - "2 Candidate predicted power 9593.612 kW\n", - "3 Candidate NeqSim power 9297.714 kW\n", - "4 Candidate prediction error 3.182 %\n", - "5 Candidate RVP 10.411 psia" + "0 Held-out R2 0.797 -\n", + "1 Held-out MAE 101.470 kW\n", + "2 Candidate predicted power 9603.350 kW\n", + "3 Candidate NeqSim power 9365.247 kW\n", + "4 Candidate prediction error 2.542 %\n", + "5 Candidate RVP 10.392 psia" ] }, "execution_count": 27, @@ -7044,7 +6764,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -7083,8 +6803,8 @@ " \n", " 0\n", " 20\n", - " 4.6992\n", - " 2.5789\n", + " 6.7967\n", + " 6.4064\n", " 0.0\n", " \n", " \n", @@ -7093,7 +6813,7 @@ ], "text/plain": [ " Cases Wall time [s] Mean completion duration [s] Power spread [kW]\n", - "0 20 4.6992 2.5789 0.0" + "0 20 6.7967 6.4064 0.0" ] }, "execution_count": 29, @@ -7361,7 +7081,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -7401,14 +7121,14 @@ " 0\n", " Direct runAsThread\n", " 20\n", - " 4.6992\n", + " 6.7967\n", " 0.0\n", " \n", " \n", " 1\n", " Managed NeqSimThreadPool\n", " 20\n", - " 5.0650\n", + " 11.2845\n", " 0.0\n", " \n", " \n", @@ -7417,8 +7137,8 @@ ], "text/plain": [ " Execution method Cases Wall time [s] Power spread [kW]\n", - "0 Direct runAsThread 20 4.6992 0.0\n", - "1 Managed NeqSimThreadPool 20 5.0650 0.0" + "0 Direct runAsThread 20 6.7967 0.0\n", + "1 Managed NeqSimThreadPool 20 11.2845 0.0" ] }, "execution_count": 33, @@ -7548,9 +7268,9 @@ " \n", " 2\n", " Surrogate candidate\n", - " 9297.7136\n", - " 19133.2418\n", - " 10.4109\n", + " 9365.2472\n", + " 19133.4754\n", + " 10.3923\n", " -0.0001\n", " \n", " \n", @@ -7561,7 +7281,7 @@ " Case Power [kW] Oil [m3/day] RVP [psia] Mass residual [%]\n", "0 Base 10431.5341 19130.5424 9.5793 0.0001\n", "1 Direct SLSQP 9909.9486 19133.2158 9.5943 0.0000\n", - "2 Surrogate candidate 9297.7136 19133.2418 10.4109 -0.0001" + "2 Surrogate candidate 9365.2472 19133.4754 10.3923 -0.0001" ] }, "execution_count": 34, From 39c1b683594258c9aeecdbc1f9b12ed856312733 Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 00:29:17 +0200 Subject: [PATCH 3/7] docs: record exact merged-core diagram evidence --- .../comparesimulations2_20260809.json | 44 ++++++++++--------- 1 file changed, 24 insertions(+), 20 deletions(-) diff --git a/notebooks/maintenance_ledger/comparesimulations2_20260809.json b/notebooks/maintenance_ledger/comparesimulations2_20260809.json index c8e64c9e..5691496c 100644 --- a/notebooks/maintenance_ledger/comparesimulations2_20260809.json +++ b/notebooks/maintenance_ledger/comparesimulations2_20260809.json @@ -1,22 +1,22 @@ { "schema_version": 1, - "updated_at": "2026-09-09T20:32:20Z", + "updated_at": "2026-09-10T22:28:02Z", "notebooks": [ { "path": "notebooks/process/comparesimulations2.ipynb", - "verified_date": "2026-09-09", - "verified_at_utc": "2026-09-09T20:32:20Z", - "neqsim_version": "3.20.0 Python package with Java commit df2de508ffff3dbc881bdb6e796fe4bb27627498", + "verified_date": "2026-09-10", + "verified_at_utc": "2026-09-10T22:28:02Z", + "neqsim_version": "3.20.0 Python package with Java commit 653db71353dc3a5a0fad92b945978fd0bd94e74a", "python_version": "3.12.14", "java_version": "OpenJDK 17.0.20", "environment_resolution": { "mode": "exact-source-commit runtime with packaged Python API", - "runtime_jar_sha256": "7e29f0e9dd424172812f9dd2c13f282a82ebb0f22f8870eb5fe91254ea2913a1", - "bootstrap": "The notebook accepts NEQSIM_EXACT_JAR for CI/developer validation; otherwise it fetches and builds public commit df2de508ffff3dbc881bdb6e796fe4bb27627498 before JVM startup.", + "runtime_jar_sha256": "8b2eeb94e972e0c30467ad9c4f99f299b5fe9eec57b55f0e4ff4dd5896ec6704", + "bootstrap": "The notebook accepts NEQSIM_EXACT_JAR for CI/developer validation; otherwise it fetches and builds public commit 653db71353dc3a5a0fad92b945978fd0bd94e74a before JVM startup.", "integrity": "The retained provenance table records Python, Java, runtime JAR, SHA-256, and exact Java commit. No pre-release or stale packaged renderer was used." }, "execution_status": "passed", - "execution_method": "All 34 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 34, zero exceptions, zero error outputs, and zero stored stderr. The final clean run completed in 155.7 seconds and retained every table, equation, calculated figure, and eight-sheet PFD/P&ID visual set.", + "execution_method": "All 34 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 34, zero exceptions, zero error outputs, and zero stored stderr. The exact merged-core clean run completed in 270.2 seconds and retained every table, equation, calculated figure, and eight-sheet PFD/P&ID visual set.", "code_cells": 34, "substantive_code_cells": 34, "markdown_cells": 27, @@ -49,7 +49,7 @@ "four A1 SVG sheets and one A1 PDF drawing set per profile", "native DEXPI 2.0 Process and Plant/P&ID outputs kept distinct from the Proteus 4.1 compatibility companion", "source-linked P&ID registers for nozzles, piping, valves, reducers, instruments, signals, and declared isolation/drain/vent/relief interfaces", - "independent byte-identical regeneration of all 25 delivered files" + "independent byte-identical regeneration of all 29 delivered files" ], "practical_application": "Runs and optimizes the established separation/compression teaching case, then delivers a topology-equivalent PFD and a graphically distinct P&ID proposal with operating data, balances, tagged symbols, orthogonal routes, recycles, area boundaries, line identity, engineering registers, and exchange companions. The outputs remain review-required teaching artifacts, not a completed safety or construction design.", "engineering_validation": { @@ -62,8 +62,8 @@ "20 direct-thread and 20 managed-pool cases were explicitly qualified after timing and agreed within 1e-6 kW", "PFD and P&ID share source graph fingerprint 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6", "each profile contains four A1 SVG sheets and a four-page A1 PDF", - "both profiles report zero DIAGRAM_RENDER warnings and errors", - "all 25 primary delivery files match an independently reconstructed and solved regeneration byte for byte", + "completed-scene diagnostics report 14 PFD and 413 P&ID warnings, zero errors, and fail-visible review-required status", + "all 29 primary delivery files match an independently reconstructed and solved regeneration byte for byte", "24-VB-01 is absent from the runnable process and both deliveries", "all eight fresh sheets inspected at full-sheet and 200 dpi detail scales" ], @@ -76,23 +76,27 @@ "scenario_count": 100, "maximum_scenario_mass_residual_percent": 0.003330, "direct_optimized_power_kw": 9909.9486, - "surrogate_held_out_r2": 0.794, - "surrogate_candidate_power_kw": 9297.7136, - "surrogate_candidate_rvp_psia": 10.4109, - "pfd_pdf_sha256": "020aef2f04f3c9261e846da5ab3a1d66d3a64066a1f1abcb28f43702829c0ece", - "pid_pdf_sha256": "8aff1c847a9595592675f8667662c8237d4002bcd8a1b9d65a33b62d37b71240" + "surrogate_held_out_r2": 0.797, + "surrogate_candidate_power_kw": 9365.2472, + "surrogate_candidate_rvp_psia": 10.3923, + "pfd_pdf_sha256": "a8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6dee7baf5a7372d7eaee", + "pid_pdf_sha256": "ff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c53468a9bbe32b4bc6a" } }, "diagram_acceptance": { - "status": "implementation and visual generation passed; accountable engineering review remains required", + "status": "generation and deterministic regeneration passed; whole-sheet visual acceptance blocked", "paper_size": "A1 landscape", "profiles": ["PFD", "PID"], "svg_sheets_per_profile": 4, "pdf_pages_per_profile": 4, - "renderer_warnings": 0, + "renderer_warnings": 427, + "renderer_warnings_by_profile": { + "PFD": 14, + "PID": 413 + }, "renderer_errors": 0, "stable_regeneration": true, - "visual_inspection": "All eight fresh pages were rendered and inspected at full-sheet and 200 dpi detail scales. Routes, arrows, tagged symbols, continuations, title blocks, area structure, and the PFD/P&ID distinction remain legible with no clipped sheet content or renderer-reported collision defect.", + "visual_inspection": "All eight fresh pages were rendered and inspected at full-sheet and 200 dpi detail scales. The controlled sheet index is intentionally non-connectivity content. The process sheets retain significant whitespace and off-page/text-route collision findings; P&ID sheets retain dense instrument, signal, valve, and physical-attachment findings. These 427 completed-scene warnings block whole-sheet visual acceptance.", "project_metadata_gaps": "Line classes, piping specifications, design pressure and temperature, materials, valve failure positions, instrument ranges, alarm/trip set points, hazardous-area data, relief sizing and disposal, drain/vent destinations, revision approvals, and accountable discipline sign-off remain missing and explicitly disclosed.", "claims_boundary": "Standards-aligned teaching proposal only. No ISO 10628 or ANSI/ISA-5.1 conformance, certification, safety credit, construction fitness, or engineering approval is claimed. Native DEXPI 2.0 and Proteus 4.1 compatibility claims are distinct; external named-CAE round-trip qualification remains open." }, @@ -100,7 +104,7 @@ "preserved_calculated_png_figures": 7, "new_inline_svg_sheets": 8, "fresh_profile_pdfs": 2, - "visual_inspection": "The final clean execution retained seven calculated PNG figures and all eight fresh SVG sheets. The PFD and P&ID PDFs were rendered at target A1 size and inspected at full-sheet and 200 dpi detail scales." + "visual_inspection": "The exact merged-core clean execution retained seven calculated PNG figures and all eight fresh SVG sheets. Both four-page PDFs were rendered at target A1 size and inspected at full-sheet and 200 dpi detail scales; the inspection confirmed the fail-visible collision and P&ID-density findings recorded by completed-scene diagnostics." }, "equation_rendering": { "status": "passed", @@ -118,7 +122,7 @@ "hidden_local_dependencies": false, "catalog_target_occurrences": 1 }, - "summary": "Published-ready retained-output milestone for the comparesimulations2 case: exact accepted Java renderer provenance, explicit numerical recycle identities, complete scientific rerun, deterministic parallel qualification, fresh PFD and distinct P&ID, correct DEXPI/Proteus companions, zero renderer defects, full A1 inspection, and byte-identical independent regeneration." + "summary": "Exact merged-core retained-output review milestone for the comparesimulations2 case: explicit numerical recycle identities, complete scientific rerun, deterministic parallel qualification, fresh PFD and distinct P&ID, separate DEXPI/Proteus companions, full A1 inspection, and byte-identical independent regeneration. Completed-scene diagnostics expose 14 PFD and 413 P&ID warnings, so whole-sheet visual acceptance and publication approval remain blocked." } ] } From b05f0b5ac8335853116a515035f3cdfe56284553 Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 00:29:23 +0200 Subject: [PATCH 4/7] docs: synchronize notebook ledger timestamp --- notebooks/notebook_maintenance_ledger.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/notebook_maintenance_ledger.json b/notebooks/notebook_maintenance_ledger.json index 1f99ed1a..f320012b 100644 --- a/notebooks/notebook_maintenance_ledger.json +++ b/notebooks/notebook_maintenance_ledger.json @@ -1,6 +1,6 @@ { "schema_version": 3, - "updated_at": "2026-09-09T20:32:20Z", + "updated_at": "2026-09-10T22:28:02Z", "active_notebook_count": 297, "shards_glob": "maintenance_ledger/*.json", "retired_notebooks": [ From 21f298a80d960a6d5222fd6d4e3656f655c7c450 Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 02:18:37 +0200 Subject: [PATCH 5/7] docs: align comparesimulations2 overview with model topology --- notebooks/process/comparesimulations2.ipynb | 4331 +------------------ 1 file changed, 31 insertions(+), 4300 deletions(-) diff --git a/notebooks/process/comparesimulations2.ipynb b/notebooks/process/comparesimulations2.ipynb index 692c4528..09d77e13 100644 --- a/notebooks/process/comparesimulations2.ipynb +++ b/notebooks/process/comparesimulations2.ipynb @@ -923,4278 +923,9 @@ "id": "63e9cf5b", "metadata": {}, "source": [ - "![image.png](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAFSgAAAuQCAIAAAAoo4JRAAAgAElEQVR4Aezde5BcZZk/8J7JZZIsAgmEkJAUhCVhCRALEbDELIlEtFIgKAviJSDWEpYCUfGCkI0sKyujokGIhOxCGVZEQYTCgJGAWJiUVjCUi1wqoiCiAUkMtzWZJHPpX/nrTdv2Od3TPXO633O6P/lDTp9+z/s87+dpkxH50rm8XwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoI0Fcm18dkcnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJ5wXsfAgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoawHB+7Yev8MTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAgOC9zwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQItLWA4H1bj9/hCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQEDw3meAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNpaQPC+rcfv8AQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAgeO8zQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJtLSB439bjd3gCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQELz3GSBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBthYQvG/r8Ts8AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAje+wwQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQFsLCN639fgdngABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQE730GCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCtBQTv23r8Dk+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECgvc+AwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQ1gKC9209focnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAcF7nwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaGsBwfu2Hr/DEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgIDgvc8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLS1gOB9W4/f4QkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBA8N5ngAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaWkDwvq3H7/AECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgIHjvM0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECbS0geN/W43d4AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEBC89xkgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbYWELxv6/E7PAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgI3vsMECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBbCwjet/X4HZ4AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEBO99BggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgrQUE79t6/A5PgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoL3PgMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEWlagu7v7Zz/7Wcsez8EIECBAgAABAgQIECBAgAABAgQIJCQgeJ8QpG0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIpEygu7s7l8utWbMmZX1phwABAgQIECBAgAABAgQIECBAgEDqBATvUzcSDREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYvkBu9y/B++Fj2oEAAQIECBAgQIAAAQIECBAgQKDlBQTvW37EDkiAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINB2AoXvui9E7wXv2278DkyAAAECBAgQIECAAAECBAgQIFC/gOB9/WaeIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJBigdLUfS6XE7xP8ay0RoAAAQIECBAgQIAAAQIECBAgkBYBwfu0TEIfBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIYvUPiW+9L/FLwfvqodCBAgQIAAAQIECBAgQIAAAQIEWl5A8L7lR+yABAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC7SJQ9l33hfi94H27jN85CRAgQIAAAQIECBAgQIAAAQIEhiEgeD8MPI8SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSI1Aaep+6dKlxS+9F7xPzYg0QoAAAQIECBAgQIAAAQIECBAgkF4Bwfv0zkZnBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGoUKEvd5/N5wfsa6SwjQIAAAQIECBAgQIAAAQIECBAg8Je/n0aBAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFMCxQz9rncX//x4OJN33if6eFqngABAgQIECBAgAABAgQIECBAoDkCf/07a82ppwoBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKRL/rvrC54H2CyLYiQIAAAQIECBAgQIAAAQIECBBoeQHB+5YfsQMSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0rECl1H0+ny8G76+44oq70/TrkUceadl5OBgBAgQIECBAgAABAgQIECBAgEBmBQTvMzs6jRMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLS3QDFav3Tp0qhE8d20XRx44IHRbt0hQIAAAQIECBAgQIAAAQIECBAgEFZA8D6sv+oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEhiJQ+l33sc+nLW9f7EfwPnZebhIgQIAAAQIECBAgQIAAAQIECIQVELwP6686AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgboFSlP3sV93n8/ni0H37u7uugs04IF3vOMdhZYE7xuga0sCBAgQIECAAAECBAgQIECAAIHhCgjeD1fQ8wQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSaKVBM1FeK3BeaKS4TvG/mdNQiQIAAAQIECBAgQIAAAQIECBDIqIDgfUYHp20CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgSQJLlizZxy8CzRWYMmVKR+VfhUR9R0dH9f8OpDZ4n8vlYg83ffr05jKrRoBANYHvfe971X+T8S4BAgQIECBAgAABAgQIEGgxAcH7Fhuo4xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKJCWzbtu2b3/zmu971rmKA2QWB5gjss88+gxa67LLLqn/Wizuk7Rvvi42VXUyePLnsjpcECAQUuOCCC7773e9W/33GuwQIECBAgAABAgQIECBAoJUEBO9baZrOQoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECCQp8Lvf/S5g4lHpdhaoJXg/ZsyY6h/3IqDgfZHCBQECdQlMnDix+u8z3iVAgAABAgQIECBAgAABAq0kIHjfStN0FgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBJgWLwvr+/P8l97UVgeAJz5swpRGe7uroee+yxSpsV47VpC94feOCBlXp2nwCBlAgUfgMRvE/JOLRBgAABAgQIECBAgAABAs0RELxvjrMqBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPYEBO+zN7O26biW7L3gfdt8HByUQPICgvfJm9qRAAECBAgQIECAAAECBFIvIHif+hFpkAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEAgkIHgfCF7ZmgRKs/exDxSD93vttdcBKfjV1dVVaMk33sfOy00CqRIQvE/VODRDgAABAgQIECBAgAABAs0RELxvjrMqBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPYEBO+zN7M267g0e//YY4+Vnb4YvE/VxZNPPlnWp5cECKRQQPA+hUPREgECBAgQIECAAAECBAg0WkDwvtHC9idAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSyKiB4n9XJtVPfVbL3xbz9W97ylpNT82vr1q3tNB9nJZBVAcH7rE5O3wQIECBAgAABAgQIECAwDAHB+2HgeZQAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoaQHB+5Yeb+scrlL2vhi8X7NmTeuc1kkIEGiKgOB9U5gVIUCAAAECBAgQIECAAIF0CQjep2seuiFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTSIyB4n55Z6KS6QDFj39XVVVxZvCl4XzRxQYBAjQKC9zVCWUaAAAECBAgQIECAAAECrSQgeN9K03QWAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEkBwfskNe3VYIHo994L3jeY3PYEWllA8L6Vp+tsBAgQIECAAAECBAgQIFBBQPC+AozbBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQNsLCN63/UcgYwBl2XvB+4zNT7sE0iQgeJ+maeiFAAECBAgQIECAAAECBJokIHjfJGhlCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgcwJCN5nbmQaLs3eC977PBAgMGQBwfsh03mQAAECBAgQIECAAAECBLIrIHif3dnpnAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGisgOB9Y33t3hiBYvZe8L4xwHYl0BYCgvdtMWaHJECAAAECBAgQIECAAIG/FRC8/1sPrwgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECuwUE73dL+GvGBMqy92vWrMnYAbRLgEBoAcH70BNQnwABAgQIECBAgAABAgQCCAjeB0BXkgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMiEgOB9JsakyViB448/3jfex8q4SYBALQKC97UoWUOAAAECBAgQIECAAAECLSYgeN9iA3UcAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIDEBwfvEKG0UQkDwPoS6mgRaREDwvkUG6RgECBAgQIAAAQIECBAgUI+A4H09WtYSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC7SQgeN9O027Ns86ZMyeXy61Zs6Y1j+dUBAg0TEDwvmG0NiZAgAABAgQIECBAgACB9AoI3qd3NjojQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEwgoI3of1Vz0RgTlz5gjeJyJpEwJtJSB431bjdlgCBAgQIECAAAECBAgQKAgI3vskECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTiBQTv413czZrAzp07s9ayfgkQCCwgeB94AMoTIECAAAECBAgQIECAQAgBwfsQ6moSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECWRAQvM/ClPRIgAABAskLCN4nb2pHAgQIECBAgAABAgQIEEi9gOB96kekQQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCCQgOB9IHhlCRAgQCCwgOB94AEoT4AAAQIECBAgQIAAAQIhBATvQ6irSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGRBQPA+C1PSIwECBAgkLyB4n7ypHQkQIECAAAECBAgQIEAg9QKC96kfkQYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQAKC94HglSVAgACBwAKC94EHoDwBAgQIECBAgAABAgQIhBAQvA+hriYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQBQHB+yxMSY8ECBAgkLyA4H3ypnYkQIAAAQIECBAgQIAAgdQLCN6nfkQaJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAIJCN4HgleWAAECBAILCN4HHoDyBAgQIECAAAECBAgQIBBCQPA+hLqaBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQBYEBO+zMCU9EiBAgEDyAoL3yZvakQABAgQIECBAgAABAgRSLyB4n/oRaZAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAIJCB4HwheWQIECBAILCB4H3gAyhMgQIAAAQIECBAgQIBACAHB+xDqahIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJZEBC8z8KU9EiAAAECyQsI3idvakcCBAgQIECAAAECBAgQSL2A4H3qR6RBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIJCA4H0geGUJECBAILCA4H3gAShPgAABAgQIECBAgAABAiEEBO9DqKtJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZEFA8D4LU9IjAQIECCQvIHifvKkdCRAgQIAAAQIECBAgQCD1AoL3qR+RBgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFAAoL3geCVJUCAAIHAAoL3gQegPAECBAgQIECAAAECBAiEEBC8D6GuJgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAFAcH7LExJjwQIECCQvIDgffKmdiRAgAABAgQIECBAgACB1AsI3qd+RBokQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEAgkI3geCV5YAAQIEAgsI3gcegPIECBAgQIAAAQIECBAgEEJA8D6EupoECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAFgQE77MwJT0SIECAQPICgvfJm9qRAAECBAgQIECAAAECBFIvIHif+hFpkAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEAgkIHgfCF5ZAgQIEAgsIHgfeADKEyBAgAABAgQIECBAgEAIAcH7EOpqEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlkQELzPwpT0SIAAAQLJCwjeJ29qRwIECBAgQIAAAQIECBBIvYDgfepHpEECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgkIDgfSB4ZQkQIEAgsIDgfeABKE+AAAECBAgQIECAAAECIQQE70Ooq0mAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkQUDwPgtT0iMBAgQIJC8geJ+8qR0JECBAgAABAgQIECBAIPUCgvepH5EGCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUACgveB4JUlQIAAgcACgveBB6A8AQIECBAgQIAAAQIECIQQELwPoa4mAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkAUBwfssTEmPBAgQIJC8gOB98qZ2JECAAAECBAgQIECAAIHUCwjep35EGiRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQCCQjeB4JXlgABAgQCCwjeBx6A8gQIECBAgAABAgQIECAQQkDwPoS6mgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAWBATvszAlPRIgQIBA8gKC98mb2pEAAQIECBAgQIAAAQIEUi8geJ/6EWmQAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCCQgeB8IXlkCBAgQCCwgeB94AMoTIECAAAECBAgQIECAQAgBwfsQ6moSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECWRAQvM/ClPRIgAABAskLCN4nb2pHAgQIECBAgAABAgQIEEi9gOB96kekQQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCCQgOB9IHhlCRAgQCCwgOB94AEoT4AAAQIECBAgQIAAAQIhBATvQ6irSYAAAQIECBAgQIAAAQIECBAgQIAAAeQTn1YAACAASURBVAIECBAgQIAAAQIECBAgQIAAAQIECGRBQPA+C1PSIwECBAgkLyB4n7ypHQkQIECAAAECBAgQIEAg9QKC96kfkQYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQAKC94HglSVAgACBwAKC94EHoDwBAgQIECBAgAABAgQIhBAQvA+hriYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQBQHB+yxMSY8ECBAgkLyA4H3ypnYkQIAAAQIECBAgQIAAgdQLCN6nfkQaJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAIJCN4HgleWAAECBAILCN4HHoDyBAgQIECAAAECBAgQIBBCQPA+hLqaBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQBYEBO+zMCU9EiBAgEDyAoL3yZvakQABAgQIECBAgAABAgRSLyB4n/oRaZAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAIJCB4HwheWQIECBAILCB4H3gAyhMgQIAAAQIECBAgQIBACAHB+xDqahIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJZEBC8z8KU9EiAAAECyQsI3idvakcCBAgQIECAAAECBAgQSL2A4H3qR6RBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIJCA4H0geGUJECBAILCA4H3gAShPgAABAgQIECBAgAABAiEEBO9DqKtJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZEFA8D4LU9IjAQIECCQvIHifvKkdCRAgQIAAAQIECBAgQCD1AoL3qR+RBgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFAAoL3geCVJUCAAIHAAoL3gQegPAECBAgQIECAAAECBAiEEBC8D6GuJgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAFAcH7LExJjwQIECCQvIDgffKmdiRAgAABAgQIECBAgACB1AsI3qd+RBokQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEAgkI3geCV5YAAQIEAgsI3gcegPIECBAgQIAAAQIECBAgEEJA8D6EupoECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAFgQE77MwJT0SIECAQPICgvfJm9qRAAECBAgQIECAAAECBFIvIHif+hFpkAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEAgkIHgfCF5ZAgQIEAgsIHgfeADKEyBAgAABAgQIECBAgEAIAcH7EOpqEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlkQELzPwpT0SIAAAQLJCwjeJ29qRwIECBAgQIAAAQIECBBIvYDgfepHpEECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgkIDgfSB4ZQkQIEAgsIDgfeABKE+AAAECBAgQIECAAAECIQQE70Ooq0mAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkQUDwPgtT0iMBAgQIJC8geJ+8qR0JECBAgAABAgQIECBAIPUCgvepH5EGCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUACgveB4JUlQIAAgcACgveBB6A8AQIECBAgQIAAAQIECIQQELwPoa4mAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkAUBwfssTEmPBAgQIJC8gOB98qZ2JECAAAECBAgQIECAAIHUCwjep35EGiRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQCCQjeB4JXlgABAgQCCwjeBx6A8gQIECBAgAABAgQIECAQQkDwPoS6mgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAWBATvszAlPRIgQIBA8gKC98mb2pEAAQIECBAgQIAAAQIEUi8geJ/6EWmQAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCCQgeB8IXlkCBAgQCCwgeB94AMoTIECAAAECBAgQIECAQAgBwfsQ6moSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECWRAQvM/ClPRIgAABAskLCN4nb2pHAgQIECBAgAABAgQIEEi9gOB96kekQQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCCQgOB9IHhlCRAgQCCwgOB94AEoT4AAAQIECBAgQIAAAQIhBATvQ6irSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGRBQPA+C1PSIwECBAgkLyB4n7ypHQkQIECAAAECBAgQIEAg9QKC96kfkQYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBQAKC94HglSVAgACBwAKC94EHoDwBAgQIECBAgAABAgQIhBAQvA+hriYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQBQHB+yxMSY8ECBAgkLyA4H3ypnYkQIAAAQIECBAgQIAAgdQLCN6nfkQaJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAIJCN4HgleWAAECBAILCN4HHoDyBAgQIECAAAECBAgQIBBCQPA+hLqaBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQBYEBO+zMCU9EiBAgEDyAoL3yZvakQABAgQIECBAgAABAgRSLyB4n/oRaZAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAIJCB4HwheWQIECBAILCB4H3gAyhMgQIAAAQIECBAgQIBACAHB+xDqahIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJZEBC8z8KU9EiAAAECyQsI3idvakcCBAgQIECAAAECBAgQSL2A4H3qR6RBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIJCA4H0geGUJECBAILCA4H3gAShPgAABAgQIECBAgAABAiEEBO9DqKtJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIZEFA8D4LU9IjAQIECCQvIHifvKkdCRAgQIAAAQIECBAgQCD1AoL3qR+RBgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFAAoL3geCVJUCAAIHAAoL3gQegPAECBAgQIECAAAECBAiEEBC8D6GuJgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAFAcH7LExJjwQIECCQvIDgffKmdiRAgAABAgQIECBAgACB1AsI3qd+RBokQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEAgkI3geCV5YAAQIEAgsI3gcegPIECBAgQIAAAQIECBAgEEJA8D6EupoECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAFgQE77MwJT0SIECAQPICgvfJm9qRAAECBAgQIECAAAECBFIvIHif+hFpkAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEAgkIHgfCF5ZAgQIEAgsIHgfeADKEyBAgAABAgQIECBAgEAIAcH7EOpqEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlkQELzPwpT0SIAAAQLJCwjeJ29qRwIECBAgQIAAAQIECBBIvYDgfepHpEECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgkIDgfSB4ZQkQIEAgsIDgfeABKE+AAAECBAgQIECAAAECIQQE70Ooq0mAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkQUDwPgtT0iMBAgQIJC8geJ+8qR0JECBAgAABAgQIECBAIPUCgvepH5EGCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUACgveB4JUlQIAAgcACgveBB6A8AQIECBAgQIAAAQIECIQQELwPoa4mAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIpENi5c+eDDz44a9asQqyoyn9OmzbtxRdfrLHla6+9tspWtb+1bdu2GivWvmzu3LnRBpYtW1b7Dj09PdEdcrn6/lG0devWxW5S7z61t13jyrVr155++ukjR46s1N6kSZMWL15c425Vlv3oRz8qK3HRRRdVWe+tgAKC9wHxlSZAgACBgAKFn1UmTpwYsAelCRAgQIAAAQIECBAgQIBAkwXq+387mtyccgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGiEwB/+8IfFixfvt99+ZeHnKi9Hjx792c9+dseOHYP2I3g/KNH5559fiXrQZxu34PTTT6/UVdn9r371qwMDA8PpZOXKlWV7Ct4Px7OhzwreN5TX5gQIECCQWoHCzyqC96kdkMYIECBAgAABAgQIECBAoBECgveNULUnAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKpFhg1alRZ7LnGl7Nnz/7lL39Z/WyC99V9duzYMX78+Ergzz//fPXHG/Tu2rVrK7UUe//d737366+/PuRm/u3f/q1sW8H7IWM2+kHB+0YL258AAQIE0ilQ+FlF8D6d09EVAQIECBAgQIAAAQIECDRIQPC+QbC2JUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgvQJlmee6Xo4fP776wQTvq/t873vfqwLe3d1d/fFGvPvjH/943LhxVbqKfWvOnDlDa2bnzp2HHnpo2Z6C90PDbMJTgvdNQFaCAAECBFIoUPhZRfA+haPREgECBAgQIECAAAECBAg0TkDwvnG2diZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIKUCZZnnel8ee+yx/f39lc4meF9JpnB/9OjR1cEfffTR6jsk++7RRx9dvZ8q7y5fvrzGZnp6el588cXVq1dPnjw5dkPB+xolm79M8L755ioSIECAQBoECj+xCN6nYRZ6IECAAAECBAgQIECAAIGmCQjeN41aIQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE0iIQm3yu6+bKlSsrHUbwvpJM4f6gzh//+Mer75Dsu4P2U2XB3nvvvWXLlir9LFiw4OCDDx4/fnyVTQpvCd5XYQz7luB9WH/VCRAgQCCUQOFHFMH7UP7qEiBAgAABAgQIECBAgEAQAcH7IOyKEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQUiA2Bb3HHnuceOKJ55577tVXX33ppZeeddZZ06ZNi12Zy+WmTp1a6UvvBe+rj7YSafH+pEmTent7q2+S1Lv/+7//W6xbejFy5MjTTjtt2bJlDzzwwJ133nnFFVeUvlt6/YlPfKJKMwcffHDp4irXgvdVGMO+JXgf1l91AgQIEAglUPi5RfA+lL+6BAgQIECAAAECBAgQIBBEQPA+CLuiBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiEFCjNPz/00EMDAwOVutm+ffvcuXNL1xevL7vsstinYoP3F154YeziJt+MPcuyZctqb6Onp6coUHpR4w6f+9znSp+qdP3+97+/xg2Huezwww+P9rD//vvHbrt8+fLo4lwud/3118euz+fzgveVZDJ0X/A+Q8PSKgECBAgkKFD4sUfwPkFSWxEgQIAAAQIECBAgQIBA+gUE79M/Ix0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCwQCFHdPjhh69Zs2bQrTdt2rTHHntEE9fz5s2LfVbwPpYln88PDAzUGEQfN25cpU0SvP/4449Hx5rL5b797W9XqhL7by5429veVml9jefN5XK+8b6SYfD7gvfBR6ABAgQIEAgiIHgfhF1RAgQIECBAgAABAgQIEAgrIHgf1l91AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQCCKxYseL222/v7e2tsfYHPvCBaEJ71qxZsY8L3sey5PP5tWvXRhn33XffESNGRO9X2iTB+5///OejdQ888MD+/v5KVVatWhV9pLOz86WXXop9RPA+liVbNwXvszUv3RIgQIBAUgKFn3l8431SnvYhQIAAAQIECBAgQIAAgUwICN5nYkyaJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgpMBXv/rVaNx6woQJsT0J3sey5PP5RYsWRRkvueSSk046KXq/0iYJ3j/xxBOjdT/5yU9WKbFz584JEyZEn7r99ttjnxK8j2XJ1k3B+2zNS7cECBAgkJRA4QcewfukPO1DgAABAgQIECBAgAABApkQELzPxJg0SYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBASIGlS5dGs9YHHHBAbE+C97Esd955Z9TwsMMOy+fzr7/+evStq6++OnafpG4+88wz0aIdHR2vvfZa9RKx/xaGefPmVX+q9N3ly5dHS1900UWla1ynR0DwPj2z0AkBAgQINFOg8OOK4H0zzdUiQIAAAQIECBAgQIAAgeACgvfBR6ABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTSLvDRj340mpQ+8sgjY/sWvI9lOfXUU6OG//Ef/1FYHH1r1qxZsfskdXP16tXRotOmTRt0/zVr1kQfrPRvYYjdTfA+liW1NwXvUzsajREgQIBAQwUKP/AI3jcU2eYECBAgQIAAAQIECBAgkDYBwfu0TUQ/BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikTuDNb35zNGt95plnxjYqeB9l2bJly+jRo8sMOzo6fvvb3xYWl71VeLlhw4boVkndue6666JFTzrppEH3f/7556MPdnR0DPpgcYHgfZEiExeC95kYkyYJECBAIHGBwg88gveJw9qQAAECBAgQIECAAAECBNIsIHif5unojQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB8AKf+MQnokHrXC63fv362OZig/exOxRu7rPPPqtWrerv74/dLdmbc+fOrdLJcN6q3udxxx0X3fzGG28sPnXhhRdGF0yaNKm3t7e4JtmLBQsWRCtefPHFtVSJPpjL1fEP4wne14KcnjWC9+mZhU4IECBAoJkChR94BO+baa4WAQIECBAgQIAAAQIECAQXqOPv9QfvVQMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBossCzzz7b1dUVDVrPmDFjYGAgtpl6g/eFzWfPnn3//ffHbpjgzVDB+yhgLpfbunVr8Wg//elPY9fcd999xTXJXhx//PHRildeeWUtVaIPCt7X4pbRNYL3GR2ctgkQIEBgmAKFH3gE74fJ6HECBAgQIECAAAECBAgQyJaA4H225qVbAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSaKjBnzpzYlPVVV11VqY+hBe8LVf70pz9V2jaR+6kK3peeaGBg4O///u+j1GeddVbpsgSvjzrqqGi5a6+9tpYS0QcF72txy+gawfuMDk7bBAgQIDBMgcIPPIL3w2T0OAECBAgQIECAAAECBAhkS0DwPlvz0i0BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAk0ViI1YT5gw4eWXX67Ux3CC9wcddNBvfvObSjsP/36Q4P3AwEAsY9lxlixZEl02duzY1157rWxlIi9nzpwZLff1r3+9ls2jDwre1+KW0TWC9xkdnLYJECBAYJgChR94BO+HyehxAgQIECBAgAABAgQIEMiWgOB9tualWwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEmiSwdu3aMWPGxEasd+zYUaWJ4QTvC+XmzJnT19dXVuLDH/5wbDNVbn76058u2yRI8P68886LNvmRj3ykrLd8Pv/mN785unLevHnRlfl8Prpy0Dul+4wfPz66/pZbbildU+k6+qDgfSWrFrgveN8CQ3QEAgQIEBiCQOEHHsH7IdB5hAABAgQIECBAgAABAgSyKyB4n93Z6ZwAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUYJrF+/fs8994zNV3d1dVWvOvzgfS6Xi371ekaD9z09PXvvvXdU8qGHHooyLl26NLqys7MzunL4wfu/+7u/i9a69dZbY2uV3Yw+KHhfRtRKLwXvW2mazkKAAAECtQsUfuARvK9dzEoCBAgQIECAAAECBAgQaAEBwfsWGKIjECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpMAvfvGL2K9DL6SPbrzxxurFSoP3o0ePfuMb3/jud797yZIl3f//16WXXvrP//zPb3vb22Lj6MVEdzTjlNHg/Xe/+93ioYoXU6dO7e/vjzK++OKLxTWlF9GVww/eT5w4sbRE4XrlypWxtcpuRh8UvC8jaqWXgvetNE1nIUCAAIFaBBYsWDB9+vRpu39Nnz79mmuuqeVBawgQIECAAAECBAgQIECAQNYFBO+zPkH9EyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQpMDGjRtjY9W5XO4973lPb29vksXy+fXr10+ePDm2YlmhxgXvly1bVlarysuenp5aui3ssGXLllGjRkXXX3LJJSsq/IouzuVyP//5z6Mtxa6sfrN0k1mzZkUX33DDDaVrKl1HHxS8r2TVAvcF71tgiI5AgAABAnUJzJ49u+ynncsvv7yuHSwmQIAAAQIECBAgQIAAAQIZFRC8z+jgtE2AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPICv/rVrw444ICyoFHh5Tvf+c4dO3YkXzKff+KJJ2IrDgwMlJbLYvD++uuvjz1avTcvvvjiUorCdb2blGXjjznmmOgO1157bbRQ9E70wbLNo4+U3lm+fHl0h4suuqh0jev0CAjep2cWOiFAgACB5ggI3jfHWRUCBAgQIECAAAECBAgQSKGA4H0Kh6IlAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQCCDzyyCMTJ06MJqILd7Zt29a4nmKLbtq0qbRiFoP3xx13XOzR6r2533779fb2lmrk8/l6NynLxp9wwgnRHa688sqyKrEvow+WbR77VPGm4H2RIhMXgveZGJMmCRAgQCBBAcH7BDFtRYAAAQIECBAgQIAAAQLZEhC8z9a8dEuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQEMEbrvtttg0dS6XO/7441955ZWGVN29aWzpe++9d/f7f/nrfffd113nr4ceeqh0h3w+P3fu3GitZcuWlS2r8rKnpye6Q6XYeezKod183/veV9ZVnRh/WV66w+WXXx7tZOHChaVrYq9feeWV6IOVBGJ3ELyPZUntTcH71I5GYwQIECDQIAHB+wbB2pYAAQIECBAgQIAAAQIE0i8geJ/+GemQAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHGCnzta1/r7OyMTVMvWLCgod91XzhYbPU777wz8WM3M3g/MDAQSzq0m2PHjn311VcTBPnGN74R7WTevHmDlvjlL38ZfXD06NGDPlhcIHhfpMjEheB9JsakSQIECBBIUEDwPkFMWxEgQIAAAQIECBAgQIBAtgQE77M1L90SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCwQOw3nxeT1bt27Uq4Xtx2xXKlF9Hvq497tL57zQzeP/zww6XHGf71zTffXN9pq65et25dtKWJEydWfegvb952223RBw899NBBHywuELwvUmTiQvA+E2PSJAECBAgkKCB4nyCmrQgQIECAAAECBAgQIEAgWwKC99mal24JECBAgAABAgQIECBAgAABAgQIY8iDdAAAIABJREFUECBAgAABAgQIECBAgAABAgQIEEhSYMeOHdEQdfHOhRdemGSxynsVK5ZePPXUU5WfGOI7zQzen3feeaXHGf713Llzh3jsuMdeeuml2Jb++Mc/xi3/673Yf1PDKaec8tcVg10J3g8mlK73Be/TNQ/dECBAgEDjBQTvG2+sAgECBAgQIECAAAECBAikVEDwPqWD0RYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAg0VePrpp2fOnBkbve7s7LzuuusaWr1s89g2ytYk8rJpwfs77rgjeqg99thj27ZttRxk48aN0cdzuYT/gbezzjorWuXUU0+t0uGmTZs6OzujTz344INVnip7S/C+DCTlLwXvUz4g7REgQIBA4gKC94mT2pAAAQIECBAgQIAAAQIEsiKQ8P8PkZVj65MAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXYW+MlPfrLPPvtE49OFO7fddtuQcVavXj1//vwvfelLPT09NW6ybt262E5qfLyuZU0L3p9yyinRQy1cuLD2bqOPJx68v+mmm6JVxowZs3nz5kp9XnPNNdFHxo0bt3379kqPRO8L3kdN0nxH8D7N09EbAQIECDRCQPC+Ear2JECAAAECBAgQIECAAIFMCAjeZ2JMmiRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEmBrq6uaHy6cGffffcdTqVilvvAAw/s7+8fdKsXXnhh2rRpsc0M+uwQFjQneL958+ZRo0ZFD/WDH/yg9p6jj+dyuUceeaT2HQZduWXLlpEjR0YLfexjH4t99pVXXtl///2j6//pn/4pdn2lm4L3lWTSeV/wPp1z0RUBAgQINE5A8L5xtnYmQIAAAQIECBAgQIAAgZQLCN6nfEDaI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgYYHRo0dHs9OFO4cccsjR9fx6xzveUdZcMXhfLDFixIi3vvWtq1ev/sMf/rBz587C+l/96lcrV64srole3HDDDWU7J/KyOcH7Y489NnqiCy+8sK4jvP3tb49ust9+++3atauufaovXr16dbRKLpdbvHjxli1bis8ODAy85S1viV05ffr0vr6+4sqyi8cff3xD5Ndll10W3erMM8+MLNzw+OOPl23oZfMFBO+bb64iAQIECIQVELwP6686AQIECBAgQIAAAQIECAQUELwPiK80AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBKoE76Nx6Op39ttvv7IDRIP3ZTvsu+++nZ2dZTfLXh500EHFiH7Z/sN82YTg/caNG8uOU3i5bt26upr/r//6r9h9Vq1aVdc+1RcPDAzEVsnlciNHjjzqqKPOOOOMk046acqUKZWWVf9XJBx88MGVHqzl/owZM6r3790mCAjeNwFZCQIECBBIlYDgfarGoRkCBAgQIECAAAECBAgQaKaA4H0ztdUiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCC8QNjg/aBx646OjnvuuadBTE0I3i9evDh6xoMOOmhgYKCuQ7388stdXV3Rrc4888y69hl0cbRE7XeOPPLI3t7eKiUE76vgZOUtwfusTEqfBAgQIJCUgOB9UpL2IUCAAAECBAgQIECAAIHMCQjeZ25kGiZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYFgCKQ/ef/KTnxzW8ao+3ITg/UEHHRQNrl922WVV+4p/87TTTotuNWbMmFdffTX+gSHdPf/886NVaryzfv366jUF76v7ZOJdwftMjEmTBAgQIJCggOB9gpi2IkCAAAECBAgQIECAAIFsCQjeZ2teuiVAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYLgCqQ3ed3R09Pf3D/d4VZ9vQvA+NrJetamKb27fvv0Nb3hDdMMTTjih4jNDeuPll19+05veFC1U5U5HR8dXvvKVQasJ3g9KlP4Fgvfpn5EOCRAgQCBZAcH7ZD3tRoAAAQIECBAgQIAAAQIZEhC8z9CwtEqAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQAICDQ3eP/30011dXVUC25XemjJlyn333ZfA8apu0ejgfU9PT+wBqzZV7c2zzz47umFHR8dzzz1X7bH63/vzn/8cLVTpzp577nnnnXfWUkTwvhallK8RvE/5gLRHgAABAkMW+M1vfrNmzZr//u//vuSSSz70oQ/Nnz//iCOOOOCAA0aMGFH2U9CYMWOmT59+8MEHn3zyyeeee+6//uu/3n777WvXrn3ppZeGXN2DBAgQIECAAAECBAgQIEAghQKC9ykcipYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGigQEOD9/l8fvPmzV/+8pePOOKIssBSlZdXXnnln//85waeeffWjQ7e33777dFjdnR07K5f919/+MMfRjfM5XJXXXVV3XsN9sA999wzc+bM2HKlNzs7O3//+98Pttn/vS94XyNUmpcJ3qd5OnojQIAAgboE+vr6Hnvsscsvv/z000+v64fV0p+Fyq7Hjx//4Q9/+Oqrr77rrrvqasZiAgQIECBAgAABAgQIECCQQgHB+xQORUsECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLSUwK5du+6+++6VK1def/31n/vc57q7u5cvX37vvfe21CFb6zBPPvnk3Xfffd111y1ZsqS7u/vmm2/2ha6tNeE6TiN4XweWpQQIECCQJoG+vr4rrrji6KOP7ujoKEvLN+Hl8ccf393dvWHDhjSR6IUAAQIECBAgQIAAAQIECAwiIHg/CJC3CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbYVELxv29E7OAECBDIq8PLLL998882nn376Xnvt1YSA/aAlLrjggh/84Ae9vb0Z9dQ2AQIECBAgQIAAAQIECLSVgOB9W43bYQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIE6BATv68CylAABAgSCCvT19T3wwAPjxo0bNAzf/AUTJkxYtGhRUB7FCRAgQIAAAQIECBAgQIDA4AKC94MbWUGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0g8Bdd921adOm0pNWCd7/6Ec/Kl3pmgABAgQIBBFYu3btySef3Pws/ZArdnV1Pfnkk0GsFCVAgAABAgQIECBAgAABAtUFBO+r+3iXAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaH2BZ599dsGCBblcbsaMGaWnrRS837hxYy6XO+OMM/74xz+WrndNgAABAgSaJnDTTTcdfvjhQw7AFx7s7Ow88sgj3/nOdy5cuPBTn/rUV77ylRUrVvznf/7nHXfccdddd91xxx3f+ta3VqxY0d3dfdVVV73vfe/7x3/8x3/4h38YftGTTz75xz/+cdOsFCJAgAABAgQIECBAgAABArUICN7XomQNAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0LICu3btGjduXDFDWPql97HB+6eeemr//fcvrB8/fvyNN97YsjQORoAAAQKpFOjv71+5cmXxT666Lvbdd98TTjhh0aJF9957769//eu+vr4hHHHbtm2/+MUvvvOd71x55ZVvetObSv8YrauZRx55ZAjVPUKAAAECBAgQIECAAAECBBokIHjfIFjbEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhkQePjhh2fNmlWaEpw5c2Yxex8N3pem7otP/c///E8GjqpFAgQIEGgJgQceeOCoo44q/hlUy8XIkSNnzZq1aNGiW265ZWBgIHGGvr6+J554YtGiRbNmzero6KilpcKajo6OM84449e//nXiLdmQAAECBAgQIECAAAECBAgMQUDwfghoHiFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRaQWDevHmVwoEzZszI5/NlwfuNGzdWWn/OOee0gogzECBAgEBaBXp7e6+++uoxY8ZU+pOo9H5nZ+f8+fOfffbZUKfp6+v72c9+tmTJktKuql/ff//9obpVlwABAgQIECBAgAABAgQIFAQE730SCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgTYVuOGGG6qEADdt2lQavI/9rvvi46tWrWpTRMcmQIAAgaYIHHPMMcU/dKpcHHbYYVdcccVvf/vbpjQ1eJEnnnji0ksvnTRpUpWei2+dccYZW7duHXxTKwgQIECAAAECBAgQIECAQGMEBO8b42pXAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIPUCmzdvHjlyZDHvV3YxY8aM9evXF24+9dRTU6ZMKVtQfLn33nvv3Lkz9cfVIAECrSCwffv2VjiGM9QjMDAw8MUvfrH4h06li7Fjx55//vn1bNy8tbt27brnnnsqdV56f+rUqc1rSyUCBAgQIECAAAECBAgQIPC3AoL3f+vhFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBOAtW/9L40Cljl2tfdt9NHxlkJhBG4+OKLx40bl8vlZs+eHaYDVUMIPPPMM7Nnz67yB1Aul5s6deqKFStCdDfEmi+88EJXV1f1Q5177rk7duwYYgGPESBAgAABAgQIECBAgACBoQoI3g9VznMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA9gWqf+l99Vhg8V1fd5/9D4ITEEivwIYNGxYuXFj8DefWW29Nb686S1pgwoQJxdFHL/baa68vfOEL27ZtS7psw/d77rnnPvjBD3Z2dkYPVbxz3HHHbd68ueGtKECAAAECBAgQIECAAAECBEoEBO9LMFwSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC7Scwb968YsxvaBftZ+bEBAg0Q6C/v3/+/Pmlvy9NnTp1165dzaitRgoEHnzwwdLpl12PGDFiy5YtKWhz6C08+uijZYcqe3nEEUcMfXdPEiBAgAABAgQIECBAgACB+gUE7+s38wQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQQgLLly8vS/rV+7KFMByFAIFUCOzYseOWW2457LDDyn47uuaaa1LRnyYaL3D//fePHTu27ANQfHnIIYc8/PDDje+i4RVWrFix5557Fs8Vvdi0aVPDm1CAAAECBAgQIECAAAECBAjsFhC83y3hrwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC7CkSTfrXfOeecc9qVzbkJEEhY4Omnn77gggsqxa0/9alPJVzPdmkVGDduXKU/hqZMmZLWrofe18DAwNKlSysd+eijj96+ffvQd/ckAQIECBAgQIAAAQIECBCoWUDwvmYqCwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEWFagU9qvl/qpVq1pUxbEIEGiqwHvf+97Ozs5Kv+2MGjXq97//fVMbUiyQwNatWyt9DN761re+8MILgfpqeNlJkyZVOvgHP/jBhpdXgAABAgQIECBAgAABAgQI5POC9z4FBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQLsLjBw5slLYr/r9vffee+fOne3O5/wECAxDoL+///vf//78+fOr/25z9tlnD6OIRzMj0Nvbe+KJJ8Z+GM4777zW/hPnueeee+Mb3xh79lxO8CEzn2GNEiBAgAABAgQIECBAINMC/vdnpseneQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCABgeXLl8cl/Ub87c2yl39509fdJ6BvCwJtKbBly5bu7u7Jkyf/7e8zFV+1JVLbHfrRRx8dMSLmz5pcLvfpT3+6TTheffXV2P8aHHLIIT09PW2C4JgECBAgQIAAAQIECBAgEEpA8D6UvLoECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAWgQ2b94c96X3J+RyJ+yO/y3I5Wbuvv6/v/q6+7TMTx8EsiZwwQUXjB07tuy3lOovs3ZE/dYt0N/ff+yxx8Z+DD7zmc/UvV2WHzjmmGNiHf793/89y8fSOwECBAgQIECAAAECBAhkQEDwPgND0iIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQaIG3v/3tkZjfqFzu+d3Z+8ci7+bOOeecRndlfwIEWkxgw4YNCxcujP5+Uv3O7NmzW8zBcaICy5cvj/0YnHLKKf39/dH1LXznhRdemDJlSlRj7NixzzzzTAsf3NEIECBAgAABAgQIECBAILiA4H3wEWiAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCC9QIfH4jVzu9VxucS73+WgCcNWqVeH71gEBAhkR6O/vnz9/fvR3klru3HrrrRk5pTaHLjB+/Pjoh+HQQw999dVXh75pZp9ct27d6NGjoyCnnnpqZs+kcQIECBAgQIAAAQIECBDIgIDgfQaGpEUCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgCQIVvvR+ay6Xj2b/fN19EyaiBIEWEOju7p48eXL095Da71xzzTUt4OAI1QX6+vpiPxLVn2rtd/v7+4899tgoy0c/+tHWPrjTESBAgAABAgQIECBAgEBAAcH7gPhKEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAikSqPyl9zHB+3vvvTdFrWuFAIH0CTz99NP/8i//Eo0NV7pz9tlnR9/aa6+9XnvttfQdTkcJC9x9993R6R9yyCEJl8nadj//+c+jLG94wxuydg79EiBAgAABAgQIECBAgEBmBATvMzMqjRIgQIAAAQIECBAgQIAAAQL/j707j4+iShc+fjorS4AQwm4AE40SZLlGxwvoRBABYUYJzogb4piMCmqcUZQ7ftToFR1UHOO+j4IrqDPK4qiooNgB0QuKImIEQQTpsAUIWchS7+vUe89b1tZbdXd155c/5nPq1DnPec63qhpw8nQhgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghEVKC6ujolJcVQ4zfB9I33jY2NEU2G4AggENcCU6dOTU5ONnyemHcce+yxFRUVJSUlxtM33nhjXDuQfIACY8aMMV79N954I8DpCTzMyCIERRAJfMHZGgIIIIAAAggggAACCCAQYwH+zRnjC8DyCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDgHgGLl94XGAv/3JMzmSCAgEsE6urqjj32WOPHhWlPSkrK+eef/9lnn8nkTYfJszQSWOD55583Xv377rsvgbcc+NaKioqMOPv27Qs8AiMRQAABBBBAAAEEEEAAAQQQCFyAwvvArRiJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIJLlBdXW0s8DP2ZGZmJjgE20MAgWAEdu/ePWfOnN69exs/Lkx7Lr/88k2bNmlXOHz4sOlI7RjaiSpQWlqqu/ppaWnUlquX++WXX9bhCCEWL16cqDcD+0IAAQQQQAABBBBAAAEEEIitAIX3sfVndQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcJeAscDP2DNt2jR3JU02CCAQO4Err7yyffv2xg8K056ePXv+9a9/NSb74IMPGsePHTvWOJKexBMYMmSI7upz6eVVrqmpSU1N1fncfPPNcgANBBBAAAEEEEAAAQQQQAABBBwUoPDeQUxCIYAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBA3AukpKToCvx0h5mZmY2NjXG/TzaAAAJhCLS0tIwYMUL34RD44erVq7WLL1iwwDh36NCh2jG0E1Xg8ccfN159evwK8Adxoj4R7AsBBBBAAAEEEEAAAQQQiK0Ahfex9Wd1BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwl8Do0aPt6/143b27LhjZIBBdgYaGhnnz5g0cOND+g8L+bH19vTbrU045xTj++eef146hnagCd955p/Hq0+NXgML7RH0i2BcCCCCAAAIIIIAAAgggEFsBCu9j68/qCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDgLoHHHnvMvt5vyZIl7sqYbBBAIIoCBw8efP/99++5555jjjnG4/HYf1xYnVXzbWlp8fl8K1asMA7Lyck5cuRIFLfFUjETuPXWW403AD1+BSi8j9kty8IIIIAAAggggAACCCCAQEILUHif0JeXzSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQJAC1dXVKSkpViV/mZmZFPsFKcpwBBJWYP/+/e+///6UKVOCLcK/7rrrioqKOnfuPGzYsN/85jfGD5x77703YdXY2C8F7rvvPuMNQI9fgYaGhl9CcoQAAggggAACCCCAAAIIIICAAwIU3juASAgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEgkgUceecSq5G/x4sWJtFP2gkDCCNTU1FRVVX322Wcff/zxsv/9+fzzz7dv315XVxflbe7fv/+ee+5RC/KtPkzs+6OcMMvFUOD111+3vxk4ayrAl+DE8KZlaQQQQAABBBBAAAEEEEAggQUovE/gi8vWEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgIIFPP/306aefvu6664qLi7t162Za4yc7e/bsefLJJ8+aNWv+/Pmff/45tX8BETMIAUcFWltbN2/e/I9//OOSSy457bTTcnJy5BNq2hg4cOBZZ501ffr0ioqKvXv3OpqLn2AdO3Y0TcmmMzU11U9QTieQAIX3Ns+CzSn+8E2gh4CtIIAAAggggAACCCCAAAIuEqDw3kUXg1QQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCCaAvPnz7/yyisHDx5sU9rn91Rqauq11167YMGCXbt2RTN51kKgDQocPnz4nXfeGTNmTOfOnf0+mzYD+vXrd8EFF6xbt661tTWijJWVlTZpWJ2aOnVqRLMiuKsETAvvO/CjEUhPTzc+LBTeu+o2JhkEEEAAAQQQQAABBBBAIGEEKLxPmEvJRhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwE6gtbX1o48+6tmzp7F+z9me/v3733DDDXapcA4BBAIT2LFjx9y5c3/1q185+5Aao5177rkLFy5saGgILC//oyorK0P7doBx48b5j86IBBIwLbxvampKoC2Gu5V//vOfxmeWwvtwWZmPAAIIIIAAAggggAACCCBgJkDhvZkKfQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkFgCc+fOPe6444yVe5HrKSwsfPzxxw8ePJhYkOwGgSgJNDc3L168OCUlJXIPqTFyt27dvv76a0d2GFrVvRBi2bJljiRAkHgRoPDe75Wi8N4vEQMQQAABBBBAAAEEEEAAAQScEqDw3ilJ4iCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgBsFtm3bVlZWZqywjU5Pp06dfvrpJze6kBMCLhaYN29elL8pQ/uBMGbMmMrKynB4KisrtQEDbw8ZMqS1tTWcpZkbdwIU3vu9ZHFUeN/U1OR3OwxoIwJNTU3Nzc1tZLNsEwEEEEAAAQQQQACBRBKg8D6RriZ7QQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBXwiUlZW1a9cu8KrXSIzs2LFjWVnZ9u3bf5EZBwggYCbQ0NDwxBNPROJJDDbmokWLzBL031dZWWn1uvuSkpKcnBybTJ5//nn/CzAisQQovPd7Pd1ZeN/a2rp+/fp58+b9+c9/Pvroo7t27ao+2hkZGUcdddS111770ksv7dixw+/u5IC6urrNTvzU19fLmCE3TBMJ828yW7duNYbdvXt3gEmuXLny/vvvv+KKKyZMmJCbm5uVldW1a9cTTjhh5MiREydOvOGGG9atW9fY2BhgtAgNW7p06Z/+9KfTTz+9b9++6v2Qmpp6xhln3HjjjcuWLXNq0WWGn5qaGqcfTyTkAAAgAElEQVSCEwcBBBBAAAEEEEAAAQQovOceQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBhBI4dOjQzJkzU1NTbapbTU/16dNn7Nixd99990svvfT+++/fcccd2mFPP/302rVrX3jhhTvvvPOPf/xjdna29myA7Tlz5hw5ciShuNkMAg4JvPnmmwE+R9phJ5988sUXX3zLLbcsXbp09erVVVVVP/30077//dmwYcNHH330z3/+889//nNxcXF+fn5ycrJ2eiDtiRMnBr5Fq5J7IURJSYmiKLoPFm0Cc+fODXwhRiaMAIX3fi+lqwrvr7nmGpvHXPtEy/aIESOqqqr8bnP58uVySjiNyspKv2v5HfDII4+Y5uB3otUA04++jh07Hjp0yGqKoiiff/55enq6aSb2ncccc8zNN99sE9nZU0899ZT85gX7xHr16rVgwYIwVzcu4fV6w4zJdAQQQAABBBBAAAEEEJACFN5LChoIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJAIAkcddZSxJMmqJyMjY9y4ce++++6ePXt0m9+9e3dKSoo6MTMz0/ga1R07dixZsuSmm25q166dVXxj/8CBAz/44APdWhwi0JYFvv/++9/+9rfGh8WqZ8iQITNmzHjhhRe+/fbbYN0OHz5cUVFx3nnn9e7d2yq+sf/2229vaGjwu1ZlZaVxrtpTUlLS0tKiKMq//vUvqzG8stivcEIOoPDe72V1T+H9TTfdZPX82vd37NjxySeftN+pqwrv9+zZY7oj+y3YnD3++OONAS+66CKrKT/++OO0adOSkpKMswLvOf/88x35GgKrJNX+I0eOBJ6SOvL666+3j2l/1rgchff2YpxFAAEEEEAAAQQQQCAoAQrvg+JiMAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIuFegqqpq/Pjxxnok055jjz32/fffN5bTa7c3evRode60adO0/br24cOHly5detVVV5kuZNq5c+dOXRAOEWibArNnz+7QoYPpY6LrzMjImDJlyrx585yCmjNnzsiRIwMs7Dz22GPffvttm6W9Xq/Ve7Bl1b2iKLt379btSx7aBOdUAgtQeO/34rqn8P68886TD2wIDfuduqrwXlEU0w2G9reXzz77zDSa1YfqK6+8kpmZaTolhM6TTjpp8eLF9vghn21qavrd734XQlYhr/jmm28al6PwPmRPJiKAAAIIIIAAAgggYBSg8N5oQg8CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCMSZwIEDB4xlSMae0aNHNzU1Bb43+dJ7+/p8XcC6urr58+cbVzf2XHPNNbq5HCLQdgSee+65jh07Gp8LbU+fPn3uuuuun376KdIsn3zyyWWXXZaWlqZd3dgeNGjQhg0bdMnYlNwLIdQX3WunTJo0yRh56tSp2jG0244Ahfd+r3XCFN5nZGTs2LHDar9uK7zv2rWr8ZOqsLDQKn+r/ubm5t69extDmb71va6u7pxzzjEODrPn7LPPtkovnP73338/wK9uMeafnp7+5Zdf+l193759mzdv/uKLL955551TTjnFGEftofDeryQDEEAAAQQQQAABBBAIXIDC+8CtGIkAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAm4U+J//+Z9jjjnGqhhJ7R8zZsyqVatCyF596X0IE1euXPmb3/zGPishRFVVVQjBmYJAvAuUlZX5fToGDBhQV1cXzZ3u2rWrQ4cO9om1b9++oqJCm5XVi+6FECUlJdqRavuOO+7QLeHxeD7//HPjSHraggCF936vcsIU3gshbL5iw22F91dccYXuk0o93Lhxo99Lph2wbNky0zjGD72mpqazzz7bdHCYnZEovD9y5EhBQUE4iZ1xxhlaKF37008/bdeuXYDxKbzX6XGIAAIIIIAAAggggEA4AhTeh6PHXAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiLHAQw89lJ6eblOYlJSUNGXKlJCzfOyxx4QI/fctP/roI5vchBBdunRZuHBhyOkxEYF4FPjqq6/sn4uBAwfOmzevqakp+rvz+Xz/9V//ZVNLr2Y+bdo0NTev12u1l5KSEuPr7hVF+de//qWbMm7cuOjvlBVdIkDhvd8L4f7C+4suuqi8vPzhhx9+6qmn7rjjjokTJ+qecXno8Xi+++470y27rfD+448/lmlrGzfffLNp/ladl156qXa62h4yZIhx/OWXX24cqe1p3779r3/962uvvfa5555buHDh008/ffvtt59//vlDhgxJTU3VjtS1I1F4//TTT+tWkYdDhgy5//77N2/e/N13361YscLmy6GWLVtmdFB7Vq1aJQP6bVB4b8VIPwIIIIAAAggggAACIQiE/h+CQ1iMKQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggICDAtOnT7cvRjrttNPWr18fzoq7d+/Ozs4OJ8JHH300ePBgmzw9Hs/s2bPDWYK5CMSRwHvvvdepUyebJ6Jbt26m9erR3OOePXuSkpJskhRCVFdXe71eqxJ9q6p7RVF2796ti2xTexnNXbNWTAQovPfL7trC+2HDhj344IPbtm0zbqG0tFT3mMvDv/3tb8bxiqKYFt4ff/zxC4P82bNnj2n8YDtbW1tzc3Nl2rKRm5vb2toaeDTTD8l7773XGEEuYdp4+eWXDx8+bJyl9hw6dGjGjBndunUznRuJwvtBgwaZrnXHHXfo/gg7cuTIjBkzTAePHz/eakcU3lvJ0I8AAggggAACCCCAQKQFKLyPtDDxEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAeYFDhw6NHTvWtIpJCOHxeKZOnbp7927nFw4j4s6dO60SVvvr6+vDCM9UBNwu8Mgjj9hXs7vtnb0tLS3z5s2zquS0eZxLSkrsL4Z27vPPP28/mLOJLUDhvd/r67bC+2HDhi1fvtxv2q2trYWFhdqHXW136dLFdK5p4f2pp55qOjg6nVVVVR6Px7iFq666KvAEjNOFMCljueiii0xHFhUVVVdXB76coigvvvhir169tNEiUXivjS/bNn+Rq66ulsO0DautUXhvJUM/AggggAACCCCAAAKRFjD5F0uklyQ+AggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEI7Arl27TjzxRG3Zkrbdo0ePd955J5z4kZv7j3/8IzMzU5uttj169OgDBw5EbnUiIxBbAe3drmt7PJ6ysrLYpme1+vbt23XZ2h/avOteLqGN0NjYKPtptEEBCu/9XnT3FN6vWrVq6dKlzc3NfnNWBzz44IPah1226+rqjBFcWHivKMrw4cNl2rLRvXv3I0eOGLdg7NmzZ4+cpW3oRn766aemFf5CCFMr3XTjYU1NzaWXXipXjFrhvTETbY/MR9vQDtC2KbzXatBGAAEEEEAAAQQQQCCaAhTeR1ObtRBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwAGB/Px8bc2Srr1r1y4H1ohYiKqqKptvDRg+fHhtbW3EFicwAjETmDlzpu5RlYfZ2dlLly6NWWYBLDxr1iyrolC5C7URSNW9oijaWQGsz5BEFqDw3u/VdU/hvd9UdQNWrFihfdhl+/vvv9eNVBTFnYX3jz76qExb21iyZIlxC8aexx57TDtLbXfs2FE38sILLzQOE0Icd9xxupFBHXbt2lUN63jh/datW00Ttk/PdIrV3/oovLfH5CwCCCCAAAIIIIAAApEToPA+crZERgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABhwUaGhrOOOMM08qlzMzMDz74wOH1IhbulVdeSU9PN92IEKK1tTViKxMYgWgLPPvsszZV601NTdFOKNT1tm/fbvXMqv0lJSUBxs7JyVGn3HDDDQFOYViiClB47/fKxm/h/bJly0w/NPbu3WvctTsL7xVFmTRpknEXHTp0MG5B1/P999+bfvi/++672pEPPPCAMb4Q4oorrtAOc1X71ltvNeY8efJk+yRHjBhhnPXoo4/az9Kd/fWvf20M4vV6dcM4RAABBBBAAAEEEEAAgZAFKLwPmY6JCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIuFrA5/O5Oj+SQwABBBBAAAEEghdoaWk577zzjOVGas+6deuCDxnLGcuXL+/SpYvpdq666qpYZsbaCDgqkJKSYnqfezye8vJyR5eKeDCrvQghOnfuvGPHjgAzKC4uFkKkpqb+8MMPAU5hWKIKUHjv98rGb+H9I488Yvz0S0lJaWlpMe7atYX3preoEP5LUe68807j9vv06dPc3Kzd/qhRo4zDUlJStm3bph3mqvYFF1xgzPnmm2+2T/Lyyy83zvrTn/5kP0t3lsJ7HQiHCCCAAAIIIIAAAgg4LuD/XzuOL0lABBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIi0gM/ny8zMjPQqxEcAAQQQQAABBKIsMGPGDGPBktqTn58f5WQcWW7dunVWO7rnnnscWYIgCMRW4OOPPza9yVNSUp555pnY5hbs6l6v13QvsvPEE08MMObs2bOFEJdcckmA4xmWwAKmVc1NTU0JvOVgtxa/hfcXXnih/HyQjSFDhpgKuLbwvqGhQSavbZjuQttZUFCgHa+2Z86cqR2jKIrpF5r85je/0Q1z1WFhYaFxa88//7x9knPnzjXOmjBhgv0s3VkK73UgHCKAAAIIIIAAAggg4LgAhfeOkxIQAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBWArs2rWrc+fO6i/yxjIP1kYAAQQQQAABBJwWaNeunbFaSQhRWFh48OBBp1eLXrydO3ceffTRplvLzs7evn179FJhJQQcFWhubi4qKjK9t9PS0hxdKuLBvF6v/HeW6Y5k50MPPRRINrt37x43blwgIxmT8AIU3vu9xHFaeH///ffLTwZt48UXXzTdsmnhvXaisT1s2LAdO3aYRnO207i0EKKiosJmlZkzZxpnDR061DjFOEwIsXPnTuNIl/Ts2bPHNOc1a9bYZ7h06VLjxJSUlNbWVvuJ2rMU3ms1aCOAAAIIIIAAAgggEAkBCu8joUpMBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEYiagrQaJWRIsjAACCCCAAAIIOC1w6NAhY6mSECIvL2/Xrl1OrxbteN99913Pnj1NN/if//mf0c6G9RBwSODmm282vauTkpIWLFjg0CJRCqP9d5bppmRnenr6Z599Fkha69evD2QYYxJegMJ7v5c4Hgvv9+7d261bN/nJIBudOnWqra013XIIhfdCiI4dO956662HDh0yjelUZ15entyCbJx88sk28fv27StHysbcuXONU+RZ2ejdu7dxmHt6vv/+e5mqtrF582b7JD/55BPteNk+fPiw/UTtWQrvtRq0EUAAAQQQQAABBBCIhACF95FQJSYCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAKxEfD5fPLXdoXgtwJicxVYFQEEEEAAAQQiIXDxxRdr/54j21u2bInEctGP+cUXX3Tp0kXuS9uIfjKsiED4Ah988EFycrL2TpZt+5ckh7+04xG8Xq9MPpBGXl5eTU2N42kQMFEFKLz3e2XjsfC+uLjY9OOipKTEar+hFd6rq/Tp08cqrCP95eXlptvZtGmTVXzT8abvsTeOLCoqsgrrhv4NGzYYcxZCVFdX26cX8kRtWArvtRq0EUAAAQQQQAABBBCIhAD/F3skVImJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBADAR8Pl9mZqb2d39jkARLIoAAAggggAACERB44okntH/Jke3OnTtHYLWYhfzggw/k1rSNt99+O2Y5sTACoQr07t1bexvL9i233BJqyNjM83q9Vq+7v+SSSwoLC+XWtI3f//73sUmXVeNQgMJ7vxctHgvvtR8Isp2WlmbzUvRwCu+FEC+99JJfyZAHVFVVeTweuRHZuPXWW61iyjHahulg7QC1XVxcbDrSJZ1r1qwx5iyE8PuVK1VVVaYTv//++8C3RuF94FaMRAABBBBAAAEEEEAgNAEK70NzYxYCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAALuEpAl9/n5+eedd576i7zuSpFsEEAAAQQQQACBkAR++9vfmhYp3XbbbSHFc/WkadOmmW62rKzM1XmTHAK/FHjjjTdM7+SDBw/+cqCrj2xK7oUQ8rXVH374oelm9+/f7+rtkZxrBCi893sp4qvwfu3atVbf1mFfmB1m4b0QomvXrtu2bdN5/u1vfzP9jLLpHDt2rC6IoiiPPfaY6ZTVq1cbB7/66qvGwRkZGcaRiqIYR86cOdN0pOw0TrHv0e7onXfesR9sPNu3b1+5tKIoS5cuNY4RQjQ1NWmHGds//fST6URTQ+N0tYfCeysZ+hFAAAEEEEAAAQQQcEqAwnunJImDAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAzAR8Pp/8zd2mpqYpU6aohzFLiIURQAABBBBAAAHnBOTfc7SNoqKi5uZm5xZxS6Ta2tqCggLtTtV2cnLy2rVr3ZIleSBgK1BXV3f00Ucbb+N27drZznPdSavSWbXqvqWlRWZs3KwQ4pprrpEDaCBgI0DhvQ2OeiqOCu+//PLL7Oxs08+EpKQk+52GX3gvhDj33HN1qzhVeL9379709HTj1kw/6yZNmmQceckll+hyUw+NI2fNmmU6UnYap9j3OFt4/+abb5oup/1zQaaqbWj/8502gtfr1Q6zb1N4b+/DWQQQQAABBBBAAAEEwheg8D58QyIggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQSwGfz6d93b2iKBTex/J6sDYCCCCAAAIIOCpQV1enLUyS7R07dji6jouCffXVVx06dJA7lY2TTz7ZRVmSCgLWAjfddJO8b7WNJ5980nqS6854vV5t8tp2SUmJrrpy7Nix2gFqm+/LcN1FdWtCFN77vTJxVHjfs2dP46eB2jN79mz7nWoL7/v27Tt+/Pirr776ySefXPi/P3Pnzv3jH/84cuRIqyXUft0qThXeK4pSXFxsXLpHjx66Ffft22daor9s2TLdSPXQGLOsrMx0pOw0TrHvcbbwftmyZabLNTY2ygxNG9u3bzed+Pnnn5uON+2k8N6UhU4EEEAAAQQQQAABBBwUoPDeQUxCIYAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEG0Bbcl9U1OTujyF99G+DKyHAAIIIIAAApER+Pbbb9PS0owVSiUlJZFZ0EVRjbsWQuzbt89FKZIKAmYCpiXo3bp12717t9lwN/Z5vV6bd93rSu7lBl5++WXTx/bpp5+WY2ggYCpA4b0pi7YzLgrvt27d2r9/f9PPgTPPPLO+vl67o/DbBw8enDBhgulyuuAOFt43NjYGsqJpZfiNN96oS0weGmOefvrp8qxpwzjFvsfZwvsvvvjCdLn9+/ebZis7N27caDpx586dcozfhimv1+v1O5EBCCCAAAIIIIAAAgggEKAAhfcBQjEMAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAAB1wn4fD75C7uy6p433rvuOpEQAggggAACCIQqcOmll8q/7chGVlZWdXV1qCHjZp7pq2Jvv/32uNkAibZVAfmoahtPPfVUHHnYVN3bf+vHGWecod212u7Xr18c7Z1UYyJA4b1fdvcX3m/ZsiU3N9f4CaD21NbW+t1jCAMaGhoGDhxoXHTTpk3aaA4W3iuKYlxOCKHd4LZt25KSkozDvvzyS21W2rZxcK9evbQDjG3jFPseZwvvq6qqTJfz+XzGVLU9a9euNZ144MAB7TD7NoX39j6cRQABBBBAAAEEEEAgfAEK78M3JAICCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIxEPD5fNrX3WszGD16tPqLvP/lpp/58+drk6SNAAIIIIAAAgjYC/zwww+mr7t/8skn7Scmxtm//OUvxtKsrKysgwcPJsYG2UWiChjvWyGE1VviXYjg9XpNtyCEKCkpsd/It99+a/qVGS7cJim5SoDCe7+Xw/2F971797b66DjppJP8bjDkAQsXLjSu++abb2oDRqHw/oUXXpArzpkzx5jSsGHD5ABjwzheCLFjxw7jSNljOsWm09nC+507d5qu9c0338gMTRvLli0znaj9Mk3TidpOCu+1GrQRQAABBBBAAAEEEIiEAIX3kVAlJgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAApEV0FXd635Dt1+/fqa/yBvbTt70GNl7gugIIIAAAggknMCMGTOMf3s5+eST7QtfE4ahrq7u6KOPNgrcc889CbNHNpJ4AuvWrTPetMnJyfGyU6/Xa/W6e79V9+oeb7rpJqNAG/nUiper7MI8Kbz3e1FcXni/YsUK44Ov9gwePHjPnj1+NxjygMOHDxuXfvDBB7UBnS28P+aYY4wrnnXWWXLFwYMHGwfcd999coCxYRwvhJg3b55xpOzJtf7p3r27MaCzhfdHjhxJTU01rlJZWSkzNG28/PLLxlndu3c3HWzVSeG9lQz9CCCAAAIIIIAAAgg4JUDhvVOSxEEAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBKAvJF90IIXcm9moEsvG/vmh/1F4ufeeaZKBmxDAIIIIAAAgjEv4CxMGnSpEnxv63gdnDiiScaHR566KHgojAagagIfP3110lJSbo7Nj09/ccff4zK+uEuYlVyr77rPvDoOgEhxNChQ1tbWwOPwMi2JkDhvd8r7trC+yeeeCI5Odn41AshRo0adfDgQb9bC3+AcfVbbrkl/LBWEb777juPx2NcVFb7G0+NHz/eKpra37dvX+Os1NTUn376yX6i6dm///3vxmjawnvTWcF2TpgwwbjKI488Yh/n+uuvN8669NJL7WfpzlJ4rwPhEAEEEEAAAQQQQAABxwUovHeclIAIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghEUMDn88lf0s3PzzddSRbem56NSadagUPhfUzwWRQBBBBAAIF4FKipqZF/55GNNWvWxONewsl5wYIFcvuy0a9fv3BiMheBCAlceuml8i6VjcsvvzxCyzkb1uv1ypx1jQDfdS/z6dWrly6CEOKtt96SA2ggoBOg8F4HYjx0Z+H9f//3fxsfdtnT0NBg3EgkeuSKsiFr4COxnKIoI0eOlGvJximnnKIoSktLi+yRjRdffNE+kyuvvFIO1jb+9Kc/2U80PRudwvtrr71Wm6ranj59umlKsnPs2LHGWXfddZccEEiDwvtAlBiDAAIIIIAAAggggEA4AhTeh6PHXAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBKIq4PP55Ovu8/PzTV93rygKhfdRvSoshgACCCCAAAIREHj44YeNhUkRWMftIVtaWgYNGgSF268T+SlKTU1Nhw4ddPdqcnJyVVWV+3m8Xq/V6+6DrbpXFOXuu+/WOQghJk2a5H4HMoyVAIX3fuVdWHh/5MgR45Muey677DK/m3JkgGkaCxcudCS4VZDHH39c7lQ2PB5PVVXV8uXLZY9sHD582CqU2r9s2TI5WNtIT0//+uuv7ecaz0an8N70b6qnnnqqMR9tT58+fbQbVNuvvfaadozfNoX3fokYgAACCCCAAAIIIIBAmAIU3ocJyHQEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSiJHD22Werv5J7/PHHt7S02Kzq2sJ7468Xy56+ffvKNg0EEEDAVOD666+3+ejjFAJuFmhsbHRzei7M7dNPPzV+DowYMSL8VKuqqvLz87OyslasWBF+tOhEMK2p8/l80VmdVfwK8ICrRMOGDdM9th6PZ8OGDX4B/Q6YPn26GrmsrMzv4GAHeL3eTp066TKXh/b/7LJZ67bbbpNBZOPuu++2mcIppwTi8ZGk8N7v1XdV4f2WLVsGDhwoH21dI8pPuum74mtqavyShjlg8uTJuo0LIfLy8rp27WrsD2Ste++91zhR7Wlubg4kghwTncJ707+eCeGnPMd0jzLzABsU3gcIxTAEEEAAAQQQQAABBEIW8PM3+5DjMhEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEnBVoampKT08XQvgtJKDw3vRXmelEAIF4Fxg+fHh5ebmzH61EQyA6Arm5udFZKGFWuf76640fWS+++GKYG/z444+zs7PVyOnp6c8//3yYAaM23ajx6KOPRm11FrIXGDJkyLp16+zHtIWzxrt01KhR4W/84MGD2sh+X5sc7Io2VfclJSXBRpPjf/rpp9TUVG3mQoj/+I//kANoRE7g6KOPdvw+iVy2amQK7zF8iPoAACAASURBVP0Ku6rwvkePHrqnWx6mpaX53YvVgPXr1+fm5hYXF2/cuNFqjK7/m2++Uf8zkUxAbeiGReLQ9Iro0lAPjzrqqEASqKmpkX9J08U599xzg3qoo1N4ryiKLk/10Gazzc3NwU4xjUbhvSkLnQgggAACCCCAAAIIOChA4b2DmIRCAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgggK88d70F5TpRACBtiYQwc9ZQiMQMYGUlBTeTx64bmtra//+/XUfbt26dauvrw88iOnItLQ0bViPxxMvX+dhrOAtKioy3SOd0RfIysoKp9Iy+glHaEXtw6W2X3rppTDX2rJlS0FBgTbysGHDtm/fHmZYOd3r9WqDa9slJSUhv+5ejS//+aYNG3g9rUySRrACQoi+ffsGOyu24ym89+tvWubt90sJ/YYNYcCCBQu0D7W23bVr1w8++CCEmOqUTz/9VI2WkpIyY8YMv3Gqq6sHDhyoTUC2/c4Nf0BjY2O3bt3kijaNWbNmBbjcY489ZhVn0KBBa9asCTBObAvvlyxZYpXn448/brpBq/FW/RTeW8nQjwACCCCAAAIIIICAUwIU3jslSRwEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQiK+Dz+TIzM9Vf0s3Pz29qarJaz7VvvL/nnnu2Wvzs27dvPz8IIICAtYAsUbD66KMfATcLpKSkdOnShdr7AK/R6tWr5SMvG1dffXWA002Htba2lpeXy2jaRvj1/KYrOts5ceJEbc5CiKSkpJ9++snZVYgWmkBWVpYQgpfe625RIURDQ0NopOqs1atX9+zZ0xi2b9++a9euDSeyOtfr9Vq97j78qntFUUzrhO+8887wMyeCvYB6zwT1fmz7gFE4S+G9X2TTByr6hff33Xefx+Mxfi4JIfLy8r755hu/G7EZIAvv1fjnnHPOkiVLmpubTae89957ffv2Nc2kY8eOplMc75wxY4ZpArrOr776KsClrV4IrwZMSkryW3vf0NDw/vvvT5gwQZeDEGLs2LEBphH4sIyMDONC3bt3N93yhx9+2KFDB+P4Pn36BL6iOpLC+2DFGI8AAggggAACCCCAQLACFN4HK8Z4BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEYing8/nk7+nm5+ebpuLawvtnnnnGNGE6EUAAAb8C8qPP70gGIOBCgZSUFPUezsrKcmF6bkvppJNOko+82jjqqKPCefX0aaedpguoOwy/WC7ShgcPHmzfvr0u7SlTpkR6XeIHIqAW3gsh2rVrt2HDhkCmJN4Y07f4hrPNiooK3Q2vO3z44YfDiW9Vci+EKC0tDSeydq4uZyFEcnKydgDtSAhI9qOOOiouvlpFURQK7/3eCS4pvD/55JPlDRZ+Y+fOndqN6wrvQ4vfpUuXvXv3asNGrt3a2uo3yfvvvz+oBBYtWiT/2uw3eFADIlF4//3337dr184mjcLCwhNPPNH0S2TUWd26ddu/f78V0apVq2yCB3KqvLzcKjj9CCCAAAIIIIAAAgggYCNA4b0NDqcQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwo4B8770QwvS997Lwvr1rftRfCKbw3o33EzkhECcCsq4gTvIlTQR+IaCtIEq8995bvYv1FwQBH1RXVyclJclHXm3MmDEj4AD6gVVVVbpopofu/06Es846S5d5165dncXX23EcmIAsvBdCpKWlBTYpxqMcv3MmTZqkuz8zMjJC22RTU9P06dN10UwPy8rKQvtKDq/XaxpQrboPLabpZk1XMR1Jp4MCWva+ffs6GDlyoSi892tL4b32xrZpP/XUU34xHRxgk4kQIiUlZdeuXcEu98ILLxj/Kmi/UCBnI1F4ryjKX/7yl0BWtxrz6KOP2vhQeG+DwykEEEAAAQQQQAABBCIqQOF9RHkJjgACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgPMCPp9P1t7n5+cba+9l4b3Vr/bGqp/Ce+fvBiIi0GYE5AdXm9kxG00oAW3hfZcuXRKs9v6Pf/zjoEGDnHrRt2nx4eLFi0O7IT744IOuXbvKDxD7xosvvhjaKtGZ9cADDxjzX7duXXRWZxUbAW3hvRAiLi5KVlbWtGnTlixZ0tjYaLO1AE+1trZmZ2fr7s9zzjknwOm6YWPGjNGFsjmcPHny4cOHdRHsD71er9Xr7ktLSx2sulcUJTU11Zi8fXqcDV9AZx7sHRJUAoWFhXPmzNm8eXNQs4yDTf/sM/5L3zix7fRQeK+7sU0PL7300ijfEh6PxzQTtfOss84KLZ9XX33VJmxopyJUeF9fXz906NCQU7L/Q4fC+9DuH2YhgAACCCCAAAIIIBC+AIX34RsSAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgRgI6MrvtRmMHj1a/a3f/3LZz5YtW7R50kYAAQQCF5DFDIFPYSQC7hFQC+//9re/5eXlqTdzwpTfDxs2TD6eslFeXh5yHf6IESNkHNkI4VKWl5fL6UE1pkyZUl9fH8KKUZjSp08f3V4uuOCCKKzLEvYCauH9JZdcUlRUpF6gtLQ0N5ff33fffbobKTMzc+rUqQ0NDfY7tTr7zDPP6AIKIb7++mur8Vb9q1ev7tmzpzGU3561a9daxdT225Tcq++61w52pH3rrbcak6+pqXEkOEGsBFTzhQsX9urVS2337dvX8fL7w4cPDxgwQHd9CwoKysvLrRKz6afw3gZHPUXhve5m0x16PJ7rrrvOL6PjA5544gldJtrDcJ67w4cP//nPf9Z+d5U2cuDtvLy8uXPn7t271/G9awOuX78+8JTUkfn5+doIpm0K701Z6EQAAQQQQAABBBBAIAoCFN5HAZklEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiIiAz+eTv9qrfRvelClT1P6IrEpQBBBAIBYC8uMuFouzJgLhCqhVQw888EBjY6O8mbt06RJuXBfMl9sxNgYNGhRC+X379u2NoYLdaH19vTGI7OnVq9fxxx8vD42NoqKiYFeMzvjf//73umyPPfbY6CzNKjYCsvBeURT3195v377d6n3vmZmZ06ZNW7Jkic1mTU9Nnz5dd2d269attbXVdLBV56uvvmr6+AshPB7PLbfccvXVV+tWkYedO3d+5513rCLLfquNq1X39q8dlkGCarzzzjsySdlYsWJFUEEYHKyASr1kyZJDhw5FrvZ+5syZ8prqGoWFhXPmzNm8eXPgmVN479eqLRTe19bWHnfccbrbKZDDfv36vfXWW34NIzFg37596enpVkmGv2JVVdXUqVOt4tv3d+jQ4dxzz43EZ7vpvk477TT7fLRnJ0+eHMiXsFB4b0pNJwIIIIAAAggggAACURCg8D4KyCyBAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBApAQyMzPVX97Nz8+XtfcU3keKm7gIIBA7AVmoELsUWBmB0AVk4b2iKPKl90KIXbt2hR7UBTO3bdsmn02rRrCv/zWNE9Re9+zZY1P7dMIJJ2zdunXfvn2jRo0yXUvt/Oabb4JaNDqD77//fl3OSUlJ4bxONjppJ/wq2sJ7RVHkNUpLS3Ph3ouLi2WGVo2pU6cuWrSooaEhwPxPPfVUXaiJEycGOFcdVlFRkZSUpAsiD+fNm6cOs3m1cnJy8sMPP2yzqNfrlQF1jdLS0ghVZh48eNC4rwcffNAmT06FL6BeX/UrJA4dOiQvd9++fcMPrkZYv359amqqjGzVKC8v37RpUyCLUnjvV6ktFN4ritLa2rp8+fKpU6d2797d6r7S9efk5NTX1/sFjNyAc889V5eSPHRq0TvvvLOgoECG9dvo2LHjwoULa2trnUogkDgtLS3PPvtsv3797NMrKCh48803AwmoKAqF9wFCMQwBBBBAAAEEEEAAAccFKLx3nJSACCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIRFXA5/Npy+8VRaHwPqoXgMUQQCAqArKAISqrsQgCDgtoC+8VRWlsbJTl9126dInT8vu33npLPpiBNwYNGrRhwwYbX2Oozp0724zXncrOzjZGkD1HjhzRja+oqJBndY309PT58+frxsf2cM+ePbokhRDPPfdcbLNidV3hvZvfez9gwADjLWTfk5mZOW3aNLWG2fRab9++3RhhwYIFpoONnQcPHjzrrLOMEdSe3NzcjRs3amd98cUXNmWNxcXFxq+i8Hq9Nu+6j1DJvcx58uTJut2deuqp8iyNSAio4PKmdfy9988995zumgZyWFhYOGfOnM2bN5tumcJ7UxZtp0sK77UpRa399ddfe73et99+e+G/fxYvXrx+/fqore7Ohaqrq997771333134cKFK1as2LRpU11dnatS9fl8H3/88QsvvPDiiy++8cYbe/fudVV6JIMAAggggAACCCCAAAL2AhTe2/twFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgTgQ8Pl88nf9m5qaKLyPg2tGigggEKSA/JQLch7DEXCFgK7w3lh774osg0ziwIEDI0aMkM9mUI1Bgwbddtttpgsa4wwfPtx0pLHz2WefNU5XezweT3l5uXGKoijt27e3mdXa2mo6K1adxlSt9hWrDNvgusbCe9fW3ldUVHg8HuNdFEiPWn7f2Niou8QrV640Trf/fg0ZYcuWLTYvMR4+fLjP55ODZWPHjh2FhYXGRdWeoUOHbt++XQ5WFMWm6r60tFQ7MhLtW265RZeqg+9dj0TCCRBTBZeF94qiOFt77/P5/u+fYrrLGvihafk9hfd+b7y2XHjvF4cBCCCAAAIIIIAAAggggAACzgpQeO+sJ9EQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCIjYD2pffnnXee+nv/sUmFVRFAAIEICMhypgjEJmSiCSxatGiSy37USteZM2dqrRsbG+WNHacvva+trZVbCKFRUFBQXl6uK9A1xrn44ou1bqbt/1seX15ebpyr9rRr1+7ll182nagoyqpVq3r06GE197zzzquvr7eaG/1+Y57Tpk2LfhoxXHHt2rUue74npaWlCSFGjRqlYykqKlKvV1pamu5UDA8ff/zxkGvvhRCZmZlTp05taGiQW5g/f77utvR4PMbXzsvx2kbPnj11c7WHNq8vtv/w6du379q1a9WFvF6vNqa2XVpaGunX3SuKYvxCEI/H46pPFe0VCaE9f/58tz2S6lV+5plntNvR1d5rT4XQrq6uHjx4sPZ2CrZdUFCwadMmuTSF95LCqkHhvZUM/QgggAACCCCAAAIIIIAAAo4LUHjvOCkBEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiIHArl27OnfurP66f3JystqIQR4siQACCERGQJYzRSY8URNK4LLLLpM3jKsakydP1kHn5eWpGXbp0iVOa+9laXE41AUFBbL83hjn5ptv1rnpDhsaGi666CLjRNmzZs0a3RTd4ZYtWwYOHCjH6xojRoyorq7WTYnVoS43IURRUVGskonJug8//LARwQ09eXl5RhCZ2Lp164xnY9Xz+OOPy8RCa6jl94sWLVIUZfbs2bogvXr1CmRrr732mm6i9rCsrMw+SFlZmXa8rp2RkaEoitfrtXrdfXSq7hVF+fDDD3W5CSG0Fdf223T/2XHjxhk36Iae8vJynd6hQ4dkYgF+N4QugvYw/Np7IYT6BTSbNm2i8F5ra9qm8N6UhU4EEEAAAQQQQAABBBBAAIFICFB4HwlVYiKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBAbAZ/PJ2sJhOC3AmJzFVgVAQQiISA/3CIRnJgJJqAW3iclJfVyzY96AxsL7xVFaWxsjPfy+9raWkfK7+Vjrmv885//tLlFq6qqdOO1h2PGjKmpqbGZrj115ZVXaufq2llZWdrBsWrrshJC9OjRI1bJxGRdWXjvmue7l3pRTAvvFUWRT0daWpp7yu/DfO+98T7U9kycONHm3mhqapo+fbp2vK69fPlym+m6U2+//bb89jFdHJvD0tJSXZzIHdbW1hozeeONNyK3YpQjy8J7tz2SxsJ7RVF0770Pv/w+zPfeG+8NbU9TU1OUr6abl6Pw3s1Xh9wQQAABBBBAAAEEEEAAgQQT4P9iT7ALynYQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBNq6gLbypK1bsH8EEEggAVmGlEB7YiuRElAL7zMzMyO1QPBx1RvYtPBerb2Xd3iXLl2CDx/7GQcOHJBbcLxx3HHHFVr/aP/mo1v6iiuuCLZqcfbs2R6PRxdHHr7wwgsRsq6vry8pKbHe5f8/I5ORDY/Hc1IwP0VFRRHaRXTCysL76CwXyCrqPWNVeO/a2vuKigqbu13eYCE0unXr9v9vWUMrNzfXJuYxxxwTiLl2zNq1a20CGk85+K77V1991bA/k46kpCRdGgMGDAjmqQ1r7LJly7Rcjrdl4b3jkUMOqGqXG954rwbU1d6HvIo60efzDRo0SHd9nToM9o+wMPfi8ukU3rv8ApEeAggggAACCCCAAAIIIJBIAhTeJ9LVZC8IIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggou3btkhVocCCAAAIJIyBLmBJmR2wkcgJxV3ivKIp86b0QYteuXZHDiVzkESNGyOfU0EgSoquhM7Id9957b2ibffnll9u1a2eanMfjuf3221tbW0OLbDPLVs80l9A7MzIybDJx/6l4LLxXFEVesLS0NPcg29benyDEYJl2dBqnnnrq7t27Q/AZNmxYgBk6WHV/9913GyvqA0wjmsNeeeWVEEgDnxJ3hffqe+/lJQj/pfe2tfcpQowXopNcLqjGXXfdtXnz5sCvRWKPpPA+sa8vu0MAAQQQQAABBBBAAAEEXCVA4b2rLgfJIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4IyAz+dz1Zt+ndkVURBAoA0LyDqlNmzgf+tz586VUDRc9eegejms3nivXtrGxsajjz46cS/csUL8KIQiRLMQZUL0iNxOe/XqtWbNGv8PjO2IgQMH2mRYXV1tOzuIkx9//HF2drbNWo6f6tixo+MxIxGwX79+9mGDUI7wUL9vvFfX//Wvf22/I/edTRZi3r8f2y1CVEQ0vbKyspaWlnAuVHNzc1lZmX2SYS4h05swYYL9Qq46O3z48OjkI31i3lD3a/XGezW9AwcOdO/e3a9Mamqq3zEBDPgPIfYIUS/EIiGmBjDeZEhBQUF5efmmTZtizhurBCi8j5U86yKAAAIIIIAAAggggAACbVCAwvs2eNHZMgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAmxCI0/fltolrwyYRQCB4AVmBFPzUNjGjtbV12rRpJ510koSiEXeF94qifPnllx6PJyUlJUEvX9m/K3iVf/+vV4gTI7HNE044YevWreE/9vv27Rs1apRVhvn5+VVVVeGv8uyzz6alpVmtEqF+Cu/Dv3C6CAEW3u/fv9+hIt4I3RqmYXtqHttrhUgyHRRmZ1pamo405EObTJKSkkIOq534/fff26ziwlMU3msvn7b97rvvCiHs/8x17pm9638fpRYhjgv5Punfv792C22qTeF9m7rcbBYBBBBAAAEEEEAAAQQQiK0Ahfex9Wd1BBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8C8gK5T8D22TI5qbm1WiTp06dWkzPx6LH5Ui7grvN23a1K5dO3mrW2zO4+bL26lTJ7UCWe5C05goRMO/yw6/EiJf0+9ws6amxqnPgKampiuvvNIqv6ysrBUrVoSzVmtrq1XwiPZ37NjRzXeRzO344483fQokTjj4zs4NpPB+79693bp1k8mbbk3tlAJRa8isDI3uQqz/95u65wnxG8NZZzq6du26fPlyR66I1+u1z6msrCzMl96vXr26Z8+e9qu47ezpp5/uyL1kddPK/TpyER0JoqZk/8b7VatWyZJ7q615PJ727dsHqGf9x58Q4jIhWoRYKUSZEH2lWOCNnJycsrKylStXtra2OkIUj0EovI/Hq0bOCCCAAAIIIIAAAggggECcClB4H6cXjrQRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEGhDArI2qQ3tOZitysL7H374IZh5iTn2sssuE0LEV+H9xo0bZdX9r371q3i8MBs3buzdu7d8VA2NtUKUC3Gsod/JjpKSEsfpkpIsX/Edzmu6GxoaLrroIic3H3CsjIwMx5WiGfDhhx9W9xrNRe3XCqTwvkePHvIS1dfX2weM2tnm5uYLL7xQJvbLRnchlgsxT4jUX/Y7eZSbm7tx40ZH9uv1ejt16uQ3ueLi4sOHD4e24muvvdahQwe/S7htwCuvvBLafgOcNW7cOHXLAY6PwjA1H/vCe/kq++Li4vBTqqystL7ufxDio3+X3FsPsT6jlty35Xp7eXUovJcUNBBAAAEEEEAAAQQQQAABBCItQOF9pIWJjwACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAuEKyIqkcAMl6HwK77UXNu4K7zdu3Cjv8Dituv/qq6/kFhxvnH/++bP8/SxZskR7Dzjb9nq93bt3t9rX1KlTGxoagloxNzfXKpoQwn6vxokpKSkzg/m5+eabg8rWbYPjrvD+wIEDsuo+JyfHJVX3TU1Nv//97423kyM9BQUF9rexevbOO+906u4KpOReu7X+/fsHtfSRI0dKS0u1EbTtrKysG264wWbLxu/vmDBhQjBPbVhjP//886A2G+zguCu8X716tYNV95WVlZ07d9beDw62m5qagr0cCTyewvsEvrhsDQEEEEAAAQQQQAABBBBwmwCF9267IuSDAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACegFZxaQ/wfG/BSi8194IauG9EMLjmh/1Bp48ebI2T7XdBt51Lx/fEBsLFiwwukW5Z8uWLQMHDrTawIgRI6qrqwNM6eOPP7aKI4QoKSmxj2Oce9RRR9lPSbCzsvDeNc+3R70oeXl5Rmp3Vt0rinLBBRcY76XQejye/ycgp5955plGisj1eL1euXTgjcC/rePgwYNnnXWWVeTc3NyNGzfa7G7v3r3GuW+99ZbNlPg6JQvv3fZImr7x3tmqe0VRIld1L4Sg8F77LFB4r9WgjQACCCCAAAIIIIAAAgggEFEBCu8jyktwBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcEBAFq05ECsRQ1B4r72qjzzySF5enrxn3NMwFt5TdS+vTnZ29tSpUxctWiR7ZOPBBx/UXt9Ytfft2ydTMjZMi66NqT777LNpaWnG6er3RJiWieqCGOcOGTJENyaxD9955528vLyUlBQjRWx7TO8BF77rXlEU+UdGmGLJyckVFRUzZszQxRk6dGjUbkKv12v1uvvS0tLHH3/c6lZJTk5++OGH/ea5ZcuWgoIC3Qa1hz6fzz7IN998ox2vtj/55BP7WXF0try83J1/5pp+ojr4rntFUSorK40XN4SenJyc2bNnGydSeK99ECi812rQRgABBBBAAAEEEEAAAQQQiKgAhfcR5SU4AggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIOCAgi5EciJWIIWQV5Q8//JCI+wtlT6+46ScpKUkIceedd2p3snHjxni/sb/66iu5hRAaV1111YoVK1paWrQsxjjnnnuudkBs2xUVFerVNOaZlpY2f/58q/Quuugi4xTZs2bNGquJun45RTauuOIK3Zi2cLhy5Ur3POIZGRlCiOLiYq287l332lMxbDc1Nf3ud7+TN0+wjbS0tAkTJjz77LPaLSxcuNAYZ9++fdoxkWjblNwLIUpLS+Wi/fr1M2Yoew4fPixH6hqvvfaaHGZslJWV6T6+dNPVw0cffVQ3NzU1tbm52XRw/Ha+8cYb7nkkVfCFCxdqPVetWuVg1X1lZWU477rv37//9ddf39raKjN8/fXXdfcJb7yXOGqDwnsdCIcIIIAAAggggAACCCCAAAKRE6DwPnK2REYAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCCRBRYvXlxo+EnkDbM3BBCIqYAsRoppFu5dnMJ7916bf2emvnL5gQcekHkmwLvuN2zYIN/mLZ/QQBq9e/e++uqrV6xYITW0DWMEt73R/dVXXzUmqfZ4PJ5Zs2Zpt6O29+zZYzVFCDFo0CDjFNOe1tZWY5y//vWvpoPpjJpAVlaWEOKSSy6RK+qq7uvr6+Wp2DZCrrpPS0t79tlnTcvpP/30U+NtGfh3SYQMYvWie7XqXlsSv2PHjsLCQmOSas/QoUO3b99uTMP+WzbmzZtnnGLac9111+mWzsvLMx1Jp1MCKviSJUtkQGer7letWhVy1X3//v1Xr16tLblXk6TwXl4sqwaF91Yy9COAAAIIIIAAAggggAACCDguQOG946QERAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoE0IPPfcc7oaEiH4PYQ2cenZJAIxEZAfODFZ3f2LUnjv8mukK7xPgKp7RVG++uorPF1CqwAAIABJREFU+fZg+YTaN7Kzs6dOndrU1GRzvYwR0tLSbMbH5FTPnj2NecoeXZV1VVVVfn6+PKtrjBkzpqamJsBdbN26VTddCKF7q3OAoRjmoICu8N61VfeKoowaNcp4C9n3jBw5sqKiorq62krM9Hslnn76aavxjvR7vV6rtEtLS7VV9+pytbW1Z599ttWUvn37rl27VpvY9OnTrQYLIZYvX64dbN8eO3asLtSZZ55pP4WzYQqo4LLw3tmqe0VRPvroI4/Ho7usfg/LyspWrlxpLLlXN0vhvd+LTuG9XyIGIIAAAggggAACCCCAAAIIOCXA/+HtlCRxEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ+FngoYce8vs7934HxAUlhfdxcZlIEoGEEZCfnAmzI2c3QuG9s56OR9MW3rdr1y5h7ufa2lq5F9OG+nL7Dz/8MHBS0ziBT4/ayH379o0ePdo0WyFEXl7exo0bFUVJS0uzGuPxeILN9rbbbtNFa9eunf0XGQS7BONDENAW3h84cEBeo5ycnBCiRXrKTTfdJDM0bdi83N4qt3HjxulCjRw50mpwmP1er9fmXffGknvtck888YT6aazLVj1MTk5WFGXLli0FBQWmA4QQw4cP9/l82pj27R07dhhD/f3vf7efxdkwBVRztfB+1apV8hIUFxeHGVlOr66u7tatm4xs2ujfv/8nn3xiVWkvQ6kNCu91IMZDCu+NJvQggAACCCCAAAIIIIAAAghESIDC+wjBEhYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoI0KUHjfRi8820YAgQgLyIqmCK8Tr+EpvHf5lZOF9xs3bpQ3869+9SuXpx1IenI7ukYgL7c3ja/WMOuimY6MeWdjY6MuT+1ht27dSktLtT3adocOHV5//fVgt3DmmWdqgwghTjzxxGCDMN5xAVl47+Z33ctd19XV5ebm6m4k9dDvy+1lEF3jxhtv1AVs165dQ0ODbpgjhzZV96WlpX6XWLx4cUZGhi5befiHP/yhR48e8lDXuPDCC4Pd1IIFC3RBhBCfffaZ3zwZEI6Aar5kyRLtu+4nT54cTkzj3Keeesp4cdUe+5fbG0MpikLhvSmLtpPCe60GbQQQQAABBBBAAAEEEEAAgYgKUHgfUV6CI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgi0OQEK79vcJWfDCCAQFQFZ2hSV1eJvEQrvXX7N1ML766+/Xr7uPjGq7hVFKS4ulo+n2sjOzl60aFHIr2EfP368LqAQ7v1Fx4qKiqSkJGPC9j29evVas2ZNsDdtc3OzseR4+vTpwcZhvOMCauH9lClTZM12Tk5OfX294ws5FfDtt9/W3qLJyclqyX3I8V977TVtQLVdWVkZckCriV6v17iQ2lNaWmr/unsZc/369f369bOKY9MfYHy5kKIoZWVlxoCNjY3aMbQdF1DN77rrrtTUVLXteNW9oiitra2nn3669vrm5OSoJfch7IjCe79oFN77JWIAAggggAACCCCAAAIIIICAUwLu/e/RTu2QOAgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCERTgML7aGqzFgIItB0BWdfUdrYc1E4pvA+KK/qD1cJ7j8ej3skjR46Mfg4RWvGHH35QXx/du3fvq6+++sMPPwyhNlWb2x133CGfd9nYuXOndoyr2q+88or8PgWZsH1j69atIWyhsrLSGPbFF18MIRRTnBVQC+/lAz5gwAD3V1ar91JaWtrEiRP3798fJsiuXbuMN+fs2bPDDKub7vV6jd89oa4beNW9GvPHH380JmzTk5aWNm/ePF0+gRwOGjTIGDaQiYwJR0A1l49kcXFxONFs5n755ZfqWv379//kk09aW1ttBtufovDe3kdRFArv/RIxAAEEEEAAAQQQQAABBBBAwCkBCu+dkiQOAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACPwtQeM99gAACCERCQNatRSJ4AsSk8N7lF1EtvFdvY5enGvP06urq2rdvLx95tXHeeefFPDH7BLZs2aLL2fSwpKTkyJEj9qGszp588sm6mLm5uVaD6Y+mgFp4r16dnJycaC7tnrVKSkp092dKSopT6dmU3AshSktLQ1ioubl51qxZupyNh7m5uRs3bgwhvjrFGFAIfnM7ZM5AJ2rZI/Gu+0DzCGYchfd+tSi890vEAAQQQAABBBBAAAEEEEAAAacE+M83TkkSBwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgZ8FKLznPkAAAQQiISBrqCIRPAFiUnjv8osoC+9POeUUl6fqhvTGjRsnH3m10bFjx9raWjfkZpPD6NGjdWlrDz0eT3l5uc10+1M//PCDfHuzDDtjxgz7WZyNjoAsvM/Jyamvr4/Oom5b5dVXX5V3pmw4laTVi+7VqvuWlpaQF3riiSdktqYNn88XcnBFUYwxO3bsGE5A5gYiINnjpepeURQK7/1eWQrv/RIxAAEEEEAAAQQQQAABBBBAwCkBCu+dkiQOAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACPwuYFt5XVVUlns5zzz0nSxpkI/G2yY4QQMAlAnzO2F8ICu/tfWJ+Vi28HzlyZMwziYsEKioq5CMvG6+99prLk29sbPzDH/4gE9Y1Xn/99XDyv+eee3QBhRCLFi0KJyZznRJQC+8HDBjQ2NjoVMy4i3PgwAHjLerILrxerzGy2lNaWhpO1b2aXkZGhlX8Cy+8MJwt7N692xj57LPPDicmcwMRUNnjqOqewvtALiuF94EoMQYBBBBAAAEEEEAAAQQQQMARAQrvHWEkCAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAv9PwMHC++uuu27ML3+eeuopK+i1a9f+cuzPR0eOHLEar/YvW7bswgsvNK02KSgouOmmm6qrq60iUHhvJUM/AghEQkCWrkUieALEpPDe5RcxJSXF5Rm6Lb2TTjpJPvVqIy0tLcxXT0dtj+3bt9cmf8IJJ2zdujXM1bUB1faUKVPCjMl0pwSysrJycnKciha/cYx36dy5c8PZjtfrtXnXffgl9zK3HTt2FBYWavOfN2+ePBtyQxdTCJGSkmLzz6uQF2KiTkAIEV9V9xTe666g6SGF96YsdCKAAAIIIIAAAggggAACCERCgML7SKgSEwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEECg7Qo4WHhfVFSkLf8QQsyaNctK9r333tMNFkI0NDRYjVcUxVjSZoyQkZFx0003mQah8N6UhU4EEIiQgPyAilD8eA9L4b3Lr+DFF1/s8gzdlp7pC97vuecet+Vpms/q1at79uypfmqNGTOmpqbGdFhQnfIzUDZef/31oCIwOHIC06ZNa8vvupewKSkp8v5UG8cdd1xra6scEGzDpuq+tLQ02Gj242tra88++2w17aysLPvBgZz94osvdBpCiPHjxwcylzFhCsTjn7mvv/668YZpamoKkyKRplN4n0hXk70ggAACCCCAAAIIIIAAAi4XoPDe5ReI9BBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE4kwgLgrvm5qabrjhBuNv9lv17Nq1y3gZKLw3mtCDAAKRE5AfUJFbIq4jU3gf15eP5I0CP/zwQ3Jysnzw1caAAQOMI93Zs2XLloEDBwohjhw5En6G+/bt01EIIerq6sKPTAQEHBQ466yzjDfqv/71r9CW8Hq9xmhqT2lpqYOvu5fpqX+S5uXlbdy4UXaG3PjDH/5gzH/evHkhB2RiYgtQeO/3+lJ475eIAQgggAACCCCAAAIIIIAAAk4JUHjvlCRxEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ+FnA/YX3dXV148ePN9aB2PQMGDBg69atugtM4b0OhEMEEIiogPyMiugq8Rucwvv4vXZkbiVgWsRrNdiF/fv27XOqyLa8vFx+BsqGC7dMSm1cwLRyePjw4SGweL1eq9fdR6jqXk3yhRde2LNnTwgJ66Zs27YtLS1NPq1qo0uXLocPH9aN5BABVcD08eGN99rbg8J7rQZtBBBAAAEEEEAAAQQQQACBiApQeB9RXoIjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCLQ5AfcX3usqQAI//Mtf/qK9nBTeazVoI4BApAXkh1WkF4rT+BTex+mFI20bgaamJvngy8aCBQtspiTkqbvvvltuXzZCK2ZOSB825SqBW265Rd6lsjF27NigkrQquRdClJaWBhUqVoPbtWsnt682PB7P+vXrY5UP67pfgMJ7v9eIwnu/RAxAAAEEEEAAAQQQQAABBBBwSoDCe6ckiYMAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggMDPAqaF9+eff/7lAfzMnDlTi1hUVKQr2Jg1a5Z2gLb93nvv6QYLIRoaGrRjFEVZtmyZcZjak52dPWjQoH79+nk8HtMx6enp2mgU3ms1aCOAQKQF5OdSpBeK0/gU3sfphSNtewH54MvG0KFDW1tb7Wcl0tn6+vrevXvL7cvG4sWLE2mb7CVhBPbs2ZORkSFvVNlYs2ZNgHv0er1ylq4R0XfdB5hegMN0mQshzjnnnADnMqxtClB47/e6U3jvl4gBCCCAAAIIIIAAAggggAACTglQeO+UJHEQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBD4WcC08N5YemHa07NnTy2i44X3TU1Nxx13nHHprl27fvvtt3Jpn89ntQs5RlEUCu+1GrQRQCDSAvKzK9ILxWl8Cu/j9MKRtr1Ar1695LMvG6+88or9rEQ6e9ddd8mNy8awYcPa1LcPJNIFbQt7uf766+W9KhtjxowJZO9er9fqdfdxVHW/bds2uXHZ+OSTTwIRYEybFaDw3u+lp/DeLxEDEEAAAQQQQAABBBBAAAEEnBKg8N4pSeIggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDws4BVybosurBpRLrwfsSIEbrV+/fvv2vXLtMrt3z5ct1gIcT69evlYArvJQUNBBCIgoD8RIrCWvG4BIX38XjVyNmvQG1tbXZ2tnz8ZeO6667zOzcBBkyaNEluWTaOP/74lpaWBNgdW0hgAXm7ahs1NTU2W7YpuRdCxNE9//bbb2t3Lds2e+cUAoqiUHjv9zag8N4vEQMQQAABBBBAAAEEEEAAAQScEqDw3ilJ4iCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIPCzgGsL73/88UdZ+CEbixcvtrlshYWFcqTaeOyxx+R4Cu8lBQ0EEIiCgPw4isJa8bgEhffxeNXIORCB22+/XT7+spGSkrJu3bpApsf1GLlfbWP+/PlxvSmSbwsCaWlp2ptWbdt/X4bVi+6FEKWlpfGC1tDQkJ+fb9z7iBEj4mUL5BkrAQrv/cpTeO+XiAEIIIAAAggggAACCCCAAAJOCVB475QkcRBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEPhZwLWF9y+//LKuCGTw4MH212zWrFm6KZdddpmcQuG9pKCBAAJREJAfR1FYKx6XoPA+Hq8aOQciUFNT06tXL/kJIBsjR44MZHr8jqmrq5Ob1Taamprid1Nk3kYErrnmGu1Nq7ZTUlK++OILUwGv12scr/aUlpbG0evuy8vLjRvxeDwrV6403TidCEgBCu8lhVWDwnsrGfoRQAABBBBAAAEEEEAAAQQcF6Dw3nFSAiKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIItGkB1xbeT58+XVcHkp2dXWj7069fP92UiRMnyqtL4b2koIEAAlEQkB9HUVgrHpeg8D4erxo5Byjw/PPPy08AbSPA6XE67KqrrtJuVm17PJ443Q5ptymBAwcO9OnTx3gDDx48uK6uTkfh9XqtXncfX1X3n376aVpamnHXl156qW7LHCJgFKDw3mii66HwXgfCIQIIIIAAAggggAACCCCAQOQEKLyPnC2REUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTaooBp4f0dd9zxRAA/8+fP15IVFRXpKjdmzZqlHaBtv/fee7rBQoiGhgY5xvRtscYp9j3HH3+8DEjhvaSggQACURCQn05RWCsel6DwPh6vGjkHLpCamio/BGQjJydnz549gQeJl5Fbt27NysqS25SNrl27+ny+eNkFeSIwatQoefdqG1oZq5J7IURpaal2pPvb2j3K9qOPPur+zMnQDQIU3vu9ChTe+yViAAIIIIAAAggggAACCCCAgFMCFN47JUkcBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEfhYwLbyvqqoKQcfZwnvTFzDKmpAAG0cffbTcCIX3koIGAghEQUB+TEVhrXhcgsL7eLxq5By4wI033ig/BLSNiRMntra2Bh4nLkb+53/+p3aPsv3YY4/FRf4kiYAqsGHDBnn3ahvffPONOsDr9Wr7te34ete9oigPPPCANn/Zbm5u5n5AIBABCu/9KlF475eIAQgggAACCCCAAAIIIIAAAk4JUHjvlCRxEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ+FnAnYX3hw4dkuUf4TQovOcuRwCBWAnIz65YJeDydSm8d/kFIr0wBWprawcMGCA/B7SNOXPmhBncbdO1u5PtU045paWlxW2pkg8C9gLyBtY2hg0bdujQIa/Xa/W6+7iruq+srExPT9fuUW2npKTY+3AWASlA4b2ksGpQeG8lQz8CCCCAAAIIIIAAAggggIDjAhTeO05KQAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBNi3gzsL7I0eOeDweYzVIsD0U3rfpm5vNIxBTAfl5FdMs3Ls4hffuvTZk5pzAvffeKz8KtI2lS5c6t0gsI82bN8/qL2yxTIu1EQhVYNv/Ye/Ow+SqyvyB3+osQJOVGCRoQowYFVnUPA6L5JFFQQkGBCKIRsXQTQTCkoyA/gjb42hwQEHQISgK6qi0ChIRE0AZoEVQWQRlCxIRIiRAsCGQtbt+wzTPTVm36t5K96nqqu5P/3Xq3ve859zPqa5JHL6pJ57YZpttCn9bM8fHHntsT1frm3k77LBDyYf64Ac/6B/L6JsjacxVBe8zz03wPpNIAQECBAgQIECAAAECBAiEEhC8DyWpDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQeFWgqsH7efPmlVO++eabk5GPtWvXxvUjRowoKpgzZ85Nm/nT3t4eN7zyyiuLGkaR/w4h5jEgQCCwQPyBE7hvf2kneN9fTtJzpAl0dXXFHwWFg6222qrwjyhpLer43qJFiwYPHlz4XPH4hBNOqOON2xqBNIFf/OIX5f45ifgdHg8a7rvu//nPf8abLxxst912Tz/9dJqLewT+VUDw/l89SrwSvC+B4hIBAgQIECBAgAABAgQIVEfA/8O7Oq66EiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMBAFahq8L61tbWca2bwfuLEiYVpkCiK5syZU65bJdcF7ytRUkOAQCiB+BMsVMN+1kfwvp8dqMcpJzB+/Pj406BwMGbMmAceeKDcrPq/fsstt2y11VaFTxSP3/3udxf+U0r1/yx2SKBI4KSTTorfzymDhkvdv/jii3vttVfJJ7r11luLELwkkC4geJ/uk8/nBe8ziRQQIECAAAECBAgQIECAQCgBwftQkvoQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFXBQIG76dNm1YU5DjooIPKKWcG7+fOnVvULYqi2267rVzDzOuC95lECggQCCgQf4IF7NmfWgne96fT9CzpAj/60Y+ampriz4TCwRZbbJE+tz7vfve73y18ing8dOjQG2+8sT73bFcENktg5cqV8Ru75KCzs3OzGvZt8bJlyyZPnlzyQaIomjlzZt9uz+qNKCB4n3lqgveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMCrAgGD90cffXRRnOMd73hHOeWbbrqpqDiKosLvR/3lL3+ZLNhzzz03btxYrmfh9Wuvvfb0009funRpfFHwPqYwIECgBgLxJ1gN1mrEJQTvG/HU7LnHAt/4xjfiz4SiweWXX97jtn0yccGCBblcrugpul+2tbX1yZYsSqAaAuXe51EUveENb6jGitXr+YY3vKHk72wURQcffPCGDRuqt7TO/VVA8D7zZAXvM4kUECBAgAABAgQIECBAgEAoAcH7UJL6ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBVwUCBu/nzJlTlOhoamp68sknS0JPnDixqLgoeL927dqRI0cma0444YSSDQsvHnvssd0Tb7rppvi64H1MYUCAQA0E4o+vGqzViEsI3jfiqdlzbwQ+//nPxx8LhYNcLnfWWWdV+O8K9WYDQea2tLQUbr5oHGQJTQjUg0B7e3vR27vo5RNPPFEP+6xkD7/4xS+KNh+/3HvvvV955ZVKmqghUCQgeF8EknwpeJ80cYUAAQIECBAgQIAAAQIEqiQgeF8lWG0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYIAKBAzeX3HFFXGKIx588pOfLJK95557Dj744LigcFD4jff5fP6kk04qvBuPjzjiiKKe8cunn366MNgmeB/LGBAgUGOB+COrxus2ynKC941yUvYZSqCrqyv+WEgO9tlnn1ALVa/Po48+mtx5fOXcc8+t3tI6E6ilQHt7+/Dhw+P3dsnByJEjf/rTn9ZyVz1Y63+/yv7ss89uamoq+QjveMc7nn/++R60NYVAPp8XvM98GwjeZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECrwoEDN53dnaWDHVUfrEoeJ/P5wtT9CX7vOlNb3r9618/ePDgkncF773LCRDoK4H4Q6mvNlDn6wre1/kB2V41BDZu3HjcccfFHw5Fg6ampvnz569fv74aS/eyZ2tra9FuC1+ed955vexvOoE6Eagkcl/45o+iaI899qiTzRdt45prrinaauHLKVOmFNV7SWCzBATvM7kE7zOJFBAgQIAAAQIECBAgQIBAKAHB+1CS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgVcFAgbv8/l8YZyjB+Nk8H7t2rU96BNPEbz3LidAoK8E4g+ivtpAna8reF/nB2R71RNYsGBB/PmQHEyePPnGG2+s3uo96Lxo0aLkPuMrgwYN6kFPUwjUp0DmF93H7/zCwdlnn538W0wfPuBTTz01c+bMwh0Wjffdd9+Ojo4+3KGl+4GA4H3mIQreZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECrwqEDd6PHj26KNexWS9LRlbGjx+/WU0KiwXvvcsJEOgrgfizqK82UOfrCt7X+QHZXlUFmpqa4o+IkoNnnnmmqhuosPljjz120EEHldxh98Utttiira2twm7KCNS5QHt7e7l3+1FHHbXjjjuWuxtF0Y477virX/2qHh7woosuGjZsWMpWP/KRj6xZs6YetmoPDS0geJ95fIL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAqwJhg/f5fP6UU05JSXqk3yoZvM/n888+++z06dPT55a8e++998bHfOWVVyZr4rsGBAgQCCsQf+CEbdtvugne95uj9CA9E/jzn/+80047xR8UJQevf/3rV69e3bP+vZnV0dGxYMGCkluKL06ZMuWxxx7rzSrmEqgfgfb29pTvuu/s7Oze6po1a+JfgZKDpqamGTNmPPjgg7V/tEWLFu2+++4ldxVf3Gqrrb71rW/Vfm9W7JcCgveZxyp4n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIvCoQPHifz+fPP//8XC4XZzxKDs4888zk9XLB++6jSv+eycJuuVxun332+cEPflB4xoL3hRrGBAhUWyD+UKr2Qg3aX/C+QQ/OtgMKvPjii0cffXT8WVFy8LrXve7ss89etWpVwHXTW5199tmjRo0quZnCi+vWrUvv4y6BBhJISd23tLQUPsj3v//99O+Tj6KoqanpD3/4Q+Gsqo47OzsXLVpU+OtZcvz2t7/9gQceqOpONB9QAoL3mccteJ9JpIAAAQIECBAgQIAAAQIEQgkI3oeS1IcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLwqUI3gfT6f/+Mf/1gy8hFF0dvf/varrrrq5ptvThakB+83bNhw7bXXTp8+vbm5OTm3+8qgQYPe9773Pf7448nTFbxPmrhCgED1BOKPqeot0dCdBe8b+vhsPqDAVlttFX9clBuMHDny3nvvDbhoyVa33377pz71qXJ7iK+PHj362muvLdnBRQKNKNDe3h6/vYsGLS0t8dfdx4/20EMP7brrrkWVRS/l7hcAAAAgAElEQVRzudz73//+H//4x+l/u4l79njwpS996c1vfnPR6smXxx577CuvvNLjVUwkkBQQvE+aFF0RvC8C8ZIAAQIECBAgQIAAAQIEqicgeF89W50JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYCAKrF27dlXiJ5kw6QHNww8/fPHFFx966KGTJk1685vfvPfee3/0ox+96667ultt2LAhsWyl3+a6Zs2aiy++eN68ecccc8y+++574IEHHnnkkRdffHF7e/vq1avLbXXdunU9XrFcT9cJECBQTiCOvZUrGODXBe8H+BvA48cCf/rTn3beeef4EyNl8K53vev8889ftmxZPDfU4KyzznrrW9+asnR8a++9967GBkI9iD4ENlegvb293Nfdl0zdd/d/5ZVXcrlc/HuRMhgzZsyvf/3rjRs3bu7G0utfeOGFK6+88qCDDkpZOr41evTo9G7uEuiBgOB9JprgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqiUQB96qtUCD9xW8b/ADtP3wAkcccUT8uVHJYKuttvr85z9/9dVXP/jggxs2bKhwQ/fdd98PfvCDU089dffdd69kle6apqam44477vnnn69wFWUEGkKgXOQ+iqKWlpbMR9iwYcNFF100cuTIyn+V3vrWtx5zzDGXXXZZR0dHZv+44O9///svf/nLD3/4w2PGjKl8rSiK2tvb4yYGBMIKCN5negreZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgWgJxNK5aCzR4X8H7Bj9A26+KwOLFi9/ylrfEnx6VD4YOHXrAAQcce+yx/+///b8rr7yy7f9+rrnmmra2tiuuuOKCCy445phj9t9//0mTJlXes7Dy97//fVUeWFMCfSfQ3t5e+CYvHKd8131yv//4xz8K51Y+Hjdu3F577TV37twvfelLCxcubGtr6/6dbWtru+SSS84555w5c+bsuuuuI0aMqLxnXDlixIivfe1ryd26QiCUgOB9pqTgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqiUQh9+qtUCD9xW8b/ADtP1qCaxfv/6qq66KP0D6fLDrrrteddVV1XpafQn0kUB7e3u5r7vfrNR99/bvu+++mTNnDho0qM9/YaMoGj58+EknnfT000/3Ea1lB4qA4H3mSQveZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgWgJx+q5aCzR4X8H7Bj9A26+6QFdX1zXXXBN/ktRykMvl9t9//6o/oQUI9IVASuQ+iqLOzs7ebGrp0qWzZs3acssta/kL273WG9/4xgsvvHD16tW92b+5BCoXELzPtBK8zyRSQIAAAQIECBAgQIAAAQKhBATvQ0nqQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAtQTi0F21FmjwvoL3DX6Atl8jgXvuuef4448fOXJk/JFS7cFpp532yCOP1OjxLEOg5gLlvug+iqKWlpYg21m1atUuu+xS7V/VuP/gwYMPOeSQjRs3Btm8JgQqFBC8z4QSvM8kUkCAAAECBAgQIECAAAECoQQE70NJ6kOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQLUE4kRctRZo8L6C9w1+gLZfU4E1a9bMnDkzJTAcf+D0eDBq1KiZM2cuWrSopg9mMQK1FWhvby/3O9LS0tLLr7svepQ///nPZ5999uTJk8ut2PvrTU1NF1100dNPP120tJcEaiAgeJ+JLHifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFqCcSBumot0OB9Be8b/ABtvw8EXnnllRtuuOGkk06KP156P8jlcrvtttstt9yyfv36PngkSxKooUB7e3u5f70ieOq+8LG+8pWv7LfffltssUXvf2G7O4wdO/bjH//497///RUrVhQuZEyglgKC95nagveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiWQJyvq9YCDd5X8L7BD9D260Vg2bJlN9xww6WXXnr44YdPnTp1p512ij984kFzc/M+++xz1FFHnXHGGTfeeOPy5cvrZff2QaBWAuUi91EUtbS01GoXr63T0dFx1VVXnXPOOZ/61Kfe9a53TZgwYfTo0blcLv6dHTNmzOTJk/fcc88TTjjhggsu+OlPf/rnP/+5xpu0HIF0AcH7dJ98Pi94n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBagnE8blqLdDgfQXvG/wAbb9+BeIPn3jwmc98pn63a2cEqi/Q3t4e/zoUDar6Xfeb+2Rr167t6ura3FnqCfSJgOB9JrvgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqiUQR/uqtUCD9xW8b/ADtP36FYg/fOKB4H39npadVV+gvb293Nfd11XqvvoSViAQUkDwPlNT8D6TSAEBAgQIECBAgAABAgQIhBIQvA8lqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAtUSiCOv1VqgwfsK3jf4Adp+/QrEHz7xQPC+fk/LzqopkBK5j6KopaWlmovrTaCfCwjeZx6w4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBKolEEdeq7VAg/cVvG/wA7T9+hWIP3zigeB9/Z6WnVVToNwX3Xen7js7O6u5uN4E+rmA4H3mAQveZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgWgJx5LVaCzR4X8H7Bj9A269fgfjDJx4I3tfvadlZ1QTa29vjX4GiQUtLi9R91eA1HigCgveZJy14n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBagnEMb9qLdDgfQXvG/wAbb9+BeIPn3ggeF+/p2VnVRBob29P+a57kfsqkGs5EAUE7zNPXfA+k0gBAQIECBAgQIAAAQIECIQSELwPJakPAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLVEogjr9VaoMH7Ct43+AHafv0KxB8+8UDwvn5Py86qIJCSum9paanCgloSGIgCgveZpy54n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBagnEkddqLdDgfQXvG/wAbb9+BeIPn3ggeF+/p2VnoQXa29vjd37RoKWlpaurK/SC+hEYoAKC95kHL3ifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFqCcR5v2ot0OB9Be8b/ABtv34F4g+feCB4X7+nZWdBBdrb28t93b3UfVBpzQjkBe8z3wSC95lECggQIECAAAECBAgQIEAglIDgfShJfQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqJZAHHmt1gIN3lfwvsEP0PbrVyD+8IkHgvf1e1p2FkggJXIfRVFLS0ugdbQhQOA1AcH7zLeC4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBKolEEdeq7VAg/cVvG/wA7T9+hWIP3zigeB9/Z6WnQUSKPdF992p+66urkDraEOAwGsCgveZbwXB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVEsgjrxWa4EG7yt43+AHaPv1KxB/+MQDwfv6PS07CyHQ3t4ev9uLBi0tLVL3IYz1IFAsIHhfLJJ4LXifIHGBAAECBAgQIECAAAECBKolIHhfLVl9CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAIJRBn/0I17Gd9BO/72YF6nPoRiD984oHgff2cjp2EFWhvb0/5rnuR+7DauhEoFBC8L9QoORa8L8niIgECBAgQIECAAAECBAhUQ0DwvhqqehIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgEFIgjryGbNqPegne96PD9Cj1JRB/+MQDwfv6OiG7CScwbNiw+H1eNPjsZz8bbh2dCBAoFhC8LxZJvBa8T5C4QIAAAQIECBAgQIAAAQLVEhC8r5asvgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIhBKIE4ChGvazPoL3/exAPU79CMQfPvFA8L5+TsdOwgpMnDgxfp8XDlpaWnzdfVhq3QgUCQjeF4EkXwreJ01cIUCAAAECBAgQIECAAIEqCQjeVwlWWwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEggnECcBgHftXI8H7/nWenqaOBOIPn3ggeF9Hx2MrQQWWLVuWzN5L3Qc11oxAaQHB+9IuBVcF7wswDAkQIECAAAECBAgQIECgugKC99X11Z0AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgd4LxJHX3rfqlx0E7/vlsXqoOhF44oknuj+COjs762RLtkGgegLLli2L/29uS0tL9RbSmQCBWEDwPqYoNxC8LyfjOgECBAgQIECAAAECBAgEFxC8D06qIQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECgQXiEGDgvv2lneB9fzlJz1GPAoL39Xgq9lRNge7vvfdd99U01pvAvwgI3v8LR6kXgvelVFwjQIAAAQIECBAgQIAAgaoICN5XhVVTAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQCCgjep2MK3qf7uEugNwKC973RM7cRBZYuXXrmmWd2dXU14ubtmUAjCgjeZ56a4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBW4KGHHvr617/+sY997KCDDjryyCNnz57d3t6+du3ashPK33jyySe/+93vnnvuuaeffvrs2bNPOeWUM84448ILL3z00Uc3bNhQfl7ZO//85z9vuOGG+fPnn3jiibNnz16wYMEPf/jDv/zlL2UnuEGAAIG+EBC8T1cXvE/3cZdAbwQE73ujZy4BAgQIZAoI3mcSCd5nEikgQIAAAQIECBAgQIAAgVACgvehJPUhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIlBF588cV3vOMdcV60cDB69OjW1tZJiZ+HH364qNHLL7986623Hnroodttt11hh6LxNtts86lPfaqzs7NoermXX/nKV3bdddempqaiPt0v99tvv6985SsS+OX0XCdAoMYC8SdVjddtlOUE7xvlpOyzEQUE7xvx1OyZAAECDSQgeJ95WIL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAvwisX7/+0ksv3XbbbeOwaIWD+++/v7DRr3/968GDB1c4N4qid7/73bfddlthh+T4lVdemTdvXoU9995778rD/Mm1XCFAgEAQgfgjK0i3/tdE8L7/naknqh8Bwfv6OQs7IUCAQL8UELzPPFbB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYJPALrvsEmdEN3dQFLy//vrrN7dDd/38+fM3bahgNHbs2M1tOH78+IIGhgQIEOgDgfiDqw/WboQlBe8b4ZTssVEFBO8b9eTsmwABAg0iIHifeVCC95lECggQIECAAAECBAgQIEAglIDgfShJfQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwGsCa9asiQOiPRiECt7ncrnkkbzwwgs92JLgfVLSFQIEaiwQf3bVeN1GWU7wvlFOyj4bUUDwvhFPzZ4JECDQQAKC95mHJXifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi8JnDcccfFAdEeDEIF76MoWrduXdGpzJ49uwdbErwvYvSSAIHaC8SfXbVfuiFWFLxviGOyyQYVELxv0IOzbQIECDSKgOB95kkJ3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAq8K/PznP4/ToT0bBAzeX3fddYWn8tRTTzU1NZXc1aBBg7bffvthw4aVvCt4X8hoTIBAnwjEn059snr9Lyp4X/9nZIeNKyB437hnZ+cECBBoCAHB+8xjErzPJFJAgAABAgQIECBAgAABAqEEBO9DSepDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTyJf9z+f8Ni55zzjkbNmxIAv3xj3+Mo6TxoFzw/sQTT7zttttK9snn84899tj2228fN+keFAXmDzvssKKCnXbaafXq1cmN5fP5efPmjRgxomSfkvUuEiBAoEoCn/70p4s+uz74wQ9Waa0GbXvMMccUER144IEN+iy2TaAOBQTv6/BQbIkAAQL9SaDk/5JQ7u/+/enBK38WwfvKrVQSIECAAAECBAgQIECAQC8FBO97CWg6AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDYJLDHHnsURR//9+U555yzqeJfR3//+9+T9UXB+5dffvmv//fzr1NLvLr88suLujU1NW3cuDEu/bd/+7eigrlz58Z3k4Ply5d3Z/WLAvzJSlcIECBQPQHB+0xbwftMIgUEeiMgeN8bvf409/nnn7/55pu//e1vz58//+STTz7jjDPOP//8xYsXP//88/3pMT1LJQKdnZ3333//T37yk/nz559++ulnnXXWz372swcffLCrq6uS6Sk1Dz74YFtb2ze/+c0vfelLp5xyyjnnnHPRRRfdd999hX+tS5nuVoMKCN5nHpzgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkM/lckXJ9iiKUjISlQTvM1k7OztXrlx5++23X3zxxcnVn3nmmbjD5MmTiwpmzJgR3y03uPXWW6+//vpyd10nQIBAtQUE7zOFBe8ziRQQ6I2A4H1v9PrB3EceeeSiiy768Ic/XPQH6fhlLpebPHnyPffcU/nD3nfffTNC/Dz++OOVL1ph5eWXX57c2hVXXFHh9Hw+f/zxxyc73H333ZV3yOfz69atSzaZMWPGddddt1l9qlF89NFHjxkzJn4DFA622267Y445pgeLLl68+OSTT07+Q2lx82HDhu2zzz4vvvhiD5qbUv8CgveZZyR4n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI5ONcRDwYOnRoistmBe83bNiwZMmSWbNmxc0rGfzpT3+KNzBz5sySU7bccstLLrnkzjvvXLt2bVxsQIAAgToRELzPPAjB+0wiBQR6IyB43xu9Bp171113zZgxY/DgwSX/8JxyMZfLvfTSS5lPvXjx4pQmld/arLR/5q66C2bPnp3cwJw5cyqcns/nJ06cmOywuf+S1+GHH55sEkVRLperxj83UMnTff7zny/576yV3OegQYMWLFiQ3vaiiy7acccdS05Pv/iGN7xh8eLF6c3dbSwBwfvM8xK8zyRSQIAAAQIECBAgQIAAAQKhBATvQ0nqQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIESgTvp0yZkuJSefC+s7Nzhx12SA9glLxbGLz/zne+U7ImvjhkyJDjjjvu8ssvv//++1O27RYBAgRqKSB4n6kteJ9JpIBAbwQE73uj16BzDznkkPhPyJs72GmnnVasWJH+4IL36T6rVq3aYostysmfd9556dOrcXf9+vXl9pNyvaurK2UzKRMzb+VyuZTObjWcgOB95pEJ3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAiWC9zNnzkxxqTB4v3z58n333TczfVGyoDB4/9JLL40cObJkWfLinDlzHn744ZTNu0WAAIHaCAjeZzoL3mcSKSDQGwHB+97oNejc3gTvoyh65zvfuWrVqpRnF7xPwcnn8wsXLkz+9SS+Mnny5PTp1bj7iU98It5A5YO5c+embKbyPiUrL7300pTmbjWWgOB95nkJ3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAiWC9yeddFKKSyXB+8cee2zixIklsxaVXCwM3ufz+QsuuKCSWd01uVzumGOOefbZZ1MewS0CBAhUW0DwPlNY8D6TSAGB3ggI3vdGr0Hn9jJ4H0XRAQcckPLsgvcpOPl8fu+9907/O8vvfve79A5h71522WXp+yl3N5fL/fznPy+3mXKzKrze1NR04403lmvuemMJCN5nnpfgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUCJ4/7nPfS7FJTN4f/LJJ1eYu4iiaNCgQcniouB9Pp8/6qijkmXpV/72t7+lPIVbBAgQqKqA4H0mr+B9JpECAr0RELzvjV6Dzk0P3o8bN+5tb3vbDjvssOWWW6b8KXrSpEnlHl/wvpxMPp8/99xzU1S7b40ZMyalQ9hbKd9139TUdMQRR7S0tBx22GG5XK7ctj//+c+X3FK5+u7rw4YNmzx58utf//r0sq9//eslm7vYWAKC95nnJXifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiUCN5/9rOfTXHJDN4PGTKkXNBi1KhRBxxwwCWXXLJo0aK77rqro6Nj5cqVyeJk8D6fz//kJz/Zcccdk8Xlruy1114pT+EWAQIEqiogeJ/JK3ifSaSAQG8EBO97o9egc0sG71tbW7/3ve/99a9/jR9qw4YNp5xyylZbbVXuT9FxZdGgZPB++PDhUzbz5+GHHy7q3PuXs2fPTj7OnDlzKu88ceLEZIfrr7++wg5vectbktOTVyrs1suyZcuWlfzXzaIomjVr1pNPPhn3/+tf/3r44Ycn9xlF0YgRI+KywkGyuKmp6bzzzvvNb36zevXquHLlypV77rlnsrj7ypQpU+JKg8YVELzPPDvB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoETw/uCDD05xyQzel8xX7LPPPtdff/3GjRuLOlcevM/n852dnUcccURzc3PJJZIXb7jhhqLlvCRAgEBtBATvM50F7zOJFBDojYDgfW/0GnRuYfB+8ODBhx9+eMofhh966KFJkyYl//wcRWX/G92Swfv999+/Hrj6PHhfUjJ5sTZW//7v/55cOoqir3zlKyU3cOqpp5asL1lcWDlhwoRzzz33iSeeKFnZ1dX1xS9+sbA+HudyuZJTXGwsAcH7zPMSvM8kUkCAAAECBAgQIECAAAECoQTK/o96oRbQhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIDByBOP9QOEh5/B4E7/fbb79yDTcreJ9s8swzz/zyl79829veVrj5eLz99tsnp7hCgACBGggI3mciC95nEikg0BsBwfve6DXo3Llz506ZMmXq1KmV7z/+Y3PhoNx0wftyMuvWrSsE7B43NTUlL1522WXlmgS8nlw3iqL77rsvZYlf/epXyVmPP/54csqU//tpbW195plnkneTV0r+dS/l33dIdnClbgUE7zOPRvA+k0gBAQIECBAgQIAAAQIECIQSELwPJakPAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAo8Y336UGIHgTvzzvvvHLQJZMYf/rTn8rVl7ve3t6+4447FsVFcrnc+vXry01xnQABAtUTELzPtBW8zyRSQKA3AoL3vdEbOHOL/vDc/fLFF18sKSB4X5Iln8+XzNZOnz49yfve9763XJOA15Prpv/9Lp/Pb9y4MTlr4cKFQXaV7Jy5nyDralJtAcH7TOGSHw7r1q3LnKiAAMpeGOUAACAASURBVAECBAgQIECAAAECBAhsroDg/eaKqSdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAmUFSn4Z4/Lly0tOWLFixZFHHpnMTtx///3d9V1dXcm7X/7yl0t2y+fz6cH7zs7O7u9UXLZsWbkO8fVvfvObyaWfe+65uMCAAAECNRMQvM+kFrzPJFJAoDcCgve90Rs4c5N/eI6iqNwfvAXvy70xDjvssKTk1VdfnbyYy+X++te/lusT6npy3UqC7slZH/vYx4JsKdm5kv0EWVqTqgoI3mfyCt5nEikgQIAAAQIECBAgQIAAgVACgvehJPUhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL5D3zgA8ksxM477/zAAw8U6Zxyyilbb711sjiKojh4n8/nkwUzZ84satX98qmnnvrgBz+YrI+/8b6zs7P77rBhwy699NLOzs6Sfbov/vjHPy5qNWTIkPQpKd3cIkCAQG8EBO8z9QTvM4kUEOiNgOB9b/QGztyiPzx3vyz3D1cJ3pd8Yzz//PNbbLFFkWQul3vllVdGjBhRdD2KonPPPbdkn4AXk4tWEnRPznrrW98aZFfJzpXsJ8jSmlRVQPA+k1fwPpNIAQECBAgQIECAAAECBAiEEhC8DyWpDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyK9du/aNb3xjyThE5RfTg/dRFM2ZM+eaa6754x//+MADD3z7298+/PDDm5uby/VPBu/jym233XbWrFlXX331ihUr4sO74YYbPvShD8U18WDWrFlxjQEBAgRqKSB4n6kteJ9JpIBAbwQE73ujN3Dmxn9sLhyUe3zB+5Iy733vewv1useXXXZZPp+/6aabkreiKLrjjjtKtgpy8Y477kguOnr06MzmQ4YMSU5cunRp5sT0gpdffjnZVvA+Ha1R7greZ56U4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIPCqwKJFi0rGISq/mBm8r7xVFEUpwfvCPhMnTpw8efL2229feLFwfMsttzhgAgQI9ImA4H0mu+B9JpECAr0RELzvjd7AmVv4J+d4XO7xSwbvd9555yuvvPLCCy+84IILFi5ceO21195zzz2vvPJKuSZVuj579ux4//Fgzpw5lS83ceLEeGI8uP7669M7PPbYY7lcLq7vHgwdOvT555/P5/MbN24s+VeVz372s+lte3P3qquuKtpPFEW77LJLZs+SW73hhhsyJ6YXXHfddcn9CN6nozXKXcH7zJMSvM8kUkCAAAECBAgQIECAAAECoQQE70NJ6kOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBF4TOPLII0smIiq8WBi8nzx5coWzypVVGLwvN737+r777tvV1eWACRAgsFkCBx988LtC/GyzzTZFn1EjRowI0bj/9BgzZkyViHbffffNOnTFBPqlgOB9vzzWsA91++23F30Od78st0rJ4H3JDk1NTZMmTbr22mtrlsAvGbzfdtttp1T8M3To0OSzZAbvzznnnOSsQw89NDacO3dusmDMmDHr1q2La8IOzjzzzOSK++yzT+Yqu+yyS3LiRRddlDkxveDDH/5wsu0WW2yRPsvdhhAQvM88JsH7TCIFBAgQIECAAAECBAgQIBBKQPA+lKQ+BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBgk8B+++2XDEVUeOXZZ5/d1CifLxl9qbBV5d94n9Jw2LBhhfsxJkCAQIUCJb/wNuXTxq06FBg6dGiFx62MQD8WELzvx4cb5NG+//3vl/wA33PPPcv1rzx4X9T5a1/7WmdnZ7m2Qa738m8fRRuOX6YH73/729/GlfFg1KhRa9asKXyot7/97fHdePCRj3yksCbg+BOf+ES8SjxoaWnJXOLwww+P6+PBySefnDmxXMG6deumTJkStyoc/PznPy83y/UGEhC8zzwswftMIgUECBAgQIAAAQIECBAgEEpA8D6UpD4ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGCTwIYNGy6++OKRI0cWhiKKxuPGjTv99NOLLkZRtGHDhk2N8vkNGzZ85CMfSZZVeCX+xvuurq4DDzwwl8tVOLG7bNy4cXfccUfhfowJECBQoYDg/WZ93tZnseB9he92Zf1bQPC+f59vL59u6dKlw4cPL/kZ/qMf/ahc8x4H76MomjZt2osvvliuc++v90nwvuSis2bNKnqcL37xi0nq6n3l+2GHHZZc7sQTTyzaVfLl0UcfnZx47LHHJisrvDJv3rxkwyiKdtxxx/Xr11fYRFk9CwjeZ56O4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAs8PTTT5977rnJjEQul/vqV7+6evXqO++8s+ju8OHDi7vk8//7tZZnn312UWXRy7e+9a3f+973ii4WfuN9d9sHHnhgyy23TJYlrzQ1NR1//PH//Oc/k/txhQABApUICN4nP1ob7orgfSVvdTX9XkDwvt8fcW8e8B3veEfJz/YpU6Z0dXWV69yb4H0URXvvvffq1avLNe/l9ZIZ+JLPuFkX07/xfptttkl2u+WWW4qe5fHHH0+WRVG1/lvoAw88MLnc3Llzi3aVfPnpT386OfFjH/tYsrLCK+X+9bQf//jHFXZQVucCgveZByR4n0mkgAABAgQIECBAgAABAgRCCVTrf2wKtT99CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAPxY49NBDiyIZp556asrzPvXUU1dcccX06dPf9773HXDAAUcdddTVV1+9YsWKlCkptx577LGrr776P/7jPz73uc/NmDHj2GOPnTdv3nXXXffUU0+lzHKLAAECFQoI3hd9wjfiS8H7Ct/tyvq3gOB9/z7fHj9dZ2fnJz7xiZKf7aecckp6214G77sXTS5RcjPpF6dPn17Up0+C9yU3WbSx7pclK5cuXZosfu9731uyOOXiZZddVthnypQpyeIzzzyzsKbk+IQTTkhOfP/731+yOP3ifffdV/JfJYiiqORTp3dzt24FBO8zj0bwPpNIAQECBAgQIECAAAECBAiEEhC8DyWpDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQeE3g0UcfXbZsWSZHe3v7oEGDiiIZP/rRjzInKiBAgEBDCAjeF33CN+JLwfuG+F2zyWoLCN5XW7gR+3d1dc2aNavkB/s73/nONWvWpD9UMnjf3Nw8adKkt73tbTvvvPOkSZOGDx9esnnhxeQqhXcrHNdD8P75558vuduShkOHDk0Wn3322cni3gfv99xzz+RaX/jCF5JrFV057rjjkhMPOuigorLMl3/5y1/Gjh2bbNV9JXO6ggYSELzPPCzB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBA4DWB97///VEU7bTTTmecccbvfve7ki7XXXfd6NGji0IUQ4YM6fHX15dcxUUCBAj0oUAyeL/PPvuc7qeOBQ4++OCi/8MkeN+Hv0GWrh8Bwfv6OYs62UlXV9fxxx9f9IEZv/zb3/6Wuc/u4P1+++13yimnfOc737n77ruTU2688cZ58+aNHz8+7lw0uOqqq4pmFRVU8rLC4P2OO+44o+KfrbfeOrn09ddfX7Tb+OU3v/nNZP2uu+4aFxQOpk+fnix+85vf3NXVVViWz+d7H7zff//9k2t97nOfK1oo+fKYY45JTpwxY0ayMv3KuHHjkn26r5x44onpc91tLAHB+8zzErzPJFJAgAABAgQIECBAgAABAqEEBO9DSepDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgReE+gO3scZiYMOOmj+/Pnf+973/ud//udXv/rVD3/4w9NOOy2+Wzg45JBDIBIgQKDfCCSD9wsWLOg3T9cvH+R73/te4f9ViqJI8L5fHrSH2lwBwfvNFev39aeeemrRp2X8srm5uZLHf+GFF5588slKKteuXXv++efH/QsH+++/f1GHwrsVjisM3s+ZM6dorZSXyT8ARFGUErwv+cXy8+fPX1Xq51vf+lbJR/vtb39btKXeB+9LhvxPOeWUooWSLz/+8Y8nN/npT386WZly5fHHH0826b7yoQ99aP369Slz3Wo4AcH7zCMTvM8kUkCAAAECBAgQIECAAAECoQQE70NJ6kOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBF4TKArel8tLFF0/8sgjCRIgQKA/CSRzd4L3dX6+gvd1fkC211cCgvd9JV+H63Z2dp500klFf4zvfjlkyJDrrruuSnuePXt2yUX/8Ic/FK5Ysib9Yp8H788666z0HVZ4d5tttlm7dm2hRu+D97NmzUquXkl+/sADD0xOPO200wq3lzJ+6KGHJkyYkOwQRdEee+zx0ksvpcx1q0EFBO8zD07wPpNIAQECBAgQIECAAAECBAiEEhC8DyWpDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQeE2gZ8H7lStXEiRAgEB/EhC8b7jTFLxvuCOz4doICN7Xxrn+V1m3bt1RRx1VMg4dRdGPfvSj6j3CvffeW3LdokVL1qRf7NvgfVdX16RJk9J3WPndn/3sZ4VH0Pvg/dy5c5OrJ8UKF+0eT5kyJTnxi1/8YrIyeeXOO+8cM2ZMcnr3lRdeeCE5xZV+ICB4n3mIgveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMBrAj0I3m+33Xb4CBAg0M8EBO8b7kAF7xvuyGy4NgKC97Vxrv9VPvCBD5SLQw8aNKja+996662Tq3/9618vXHfK5v+ceuqphR3y+fzs2bOTC82ZM6eoLOVl8g8AURRdf/31ySnt7e3JtXp85dBDDy1c4jOf+czmehRF97/xjW8kN7P33nsXrlJyvMMOOyQnFv0rCSUn5vP5kgfd3W233XYrN8v1RhcQvM88QcH7TCIFBAgQIECAAAECBAgQIBBKQPA+lKQ+BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEDgNYFDDjkkGbQod+WCCy5Yv349OwIECPQ/gWTubsGCBf3vMfvTEwne96fT9CwBBQTvA2I2aKvHH3988uTJJf88P3z48JtvvrkGz/WmN70puYGvfvWrwZeuZfB+9OjRyYfqzZWwGsuWLUtuZvDgwZmrJGdFUdTR0ZE+8cILL8zlciXnTps27eWXX06f7m5DCwjeZx6f4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQILBJ4JJLLjn88MOTodM4R7HddtsddthhV1555aY5RgQIEOhfAsnPQMH7Oj9hwfs6PyDb6ysBwfu+kq+Tde++++5x48bFf4wvGvz+97+vzT6HDx9etHQURT/84Q+Dr17L4H3yiXp5JazGxo0bS+4nc5XkrO222y591rx585Kz4iv+pbZ0vX5wV/A+8xAF7zOJFBAgQIAAAQIECBAgQIBAKAHB+1CS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgRICHR0d11xzzUUXXbRgwYIvfOELF1xwwRVXXHHNNdeUKHWJAAEC/UtA8L7hzlPwvuGOzIZrIyB4Xxvn+lzluuuu23rrreP8c9Fg/Pjxtdn2Y489VrR098vf/OY3wTfQ0MH7Rx99NCxISfbMJZKz9tlnn5RZL7/8cnJKfGXOnDkpc93qHwKC95nnKHifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFNAoL3mywaZCR43yAHZZu1FhC8r7V4Pa03aNCgOP9cNHjb2972xBNP1Gazl156adHq3S///ve/B99AzYL3zz33XMmHuqmyn1wul5x+1llnhQVJLhFF2f/pdXLW/Pnzy23sH//4x3ve857klO4r55xzTrmJrvcnAcH7zNMUvM8kUkCAAAECBAgQIECAAAECoQSy/9efUCvpQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAwBEQvG+4sxa8b7gjs+HaCAje18a5rlZ58cUXDzrooHJZ6EMPPXT16tU93nB326ampspj8yV3ctppp/V4DykTaxa832OPPZLPdfLJJ6fsrfBWuX+M4Pbbby8s6+V4yy23TG7yzDPPTGl77LHHJqesX78+OWXx4sUjRoxIFndf2XrrrZNTXOmvAoL3mScreJ9JpIAAAQIECBAgQIAAAQIEQgkI3oeS1IcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgU0CgvebLBpkJHjfIAdlm7UWELyvtXgdrLfbbruVi0NHUdTZ2dmbPcadt9pqq+OPP/7ee+9N6bZx48b58+fHUwoHv/3tb1Mm9vhWbYL3jzzySOGzxOM777yzwp2vXLly8ODB8cR40NraWmGHSsoOOeSQuHM82GKLLe6+++6S02+88campqa4Mh6ULC65/+4p22+//R//+MeSs1zslwKC95nHKnifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFNAoL3mywaZCR43yAHZZu1FhC8r7V4HawX56WTg7322mvhZv6sXbu28JmSPd/znvf8/ve/37BhQ2HZ+vXrf/azn+2+++7J+u4rhcUBx7UJ3pf81wTe/OY3d3V1Vf4sH/rQh5I4o0ePLgKvvGGy8le/+lVyiSiKtt1221//+tdF9VdfffWwYcNK1hdV5vP5W2+9tWRlFEWDBw+eP3/+Zr3Lbr311uQSrjSQgOB95mEJ3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYJOA4P0miwYZCd43yEHZZq0FBO9rLV4H65VLRPfs+qpVqwqfqWdNimZNnz69sGfAcQ2C97fddlvR43S/fOihhzbrQV566aXm5uZkq0MOOWSz+qQX/+IXv0guUfmVpqamu+66K7nEDTfcUHmTzMqWlpbkEq40kIDgfeZhCd5nEikgQIAAAQIECBAgQIAAgVACgvehJPUhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGCTgOD9JosGGQneN8hB2WatBQTvay1eB+tl5pw3qyB48H7cuHErVqyoklMNgvctLS1JwHe/+909eKKjjjoq2Wro0KHPPvtsD7qVmzJ9+vTkKhVeOe6440q2FbwvyTJgLwreZx694H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDYJCN5vsmiQkeB9gxyUbdZaQPC+1uJ1sF6FmeoKy8IG74cPH3733XdXD6nawfs1a9aMGjUqSfef//mfPXio6667LtkqiqJLL720B93KTXnuuefGjx9fcqH0i+985ztfeeWVkm0F70uyDNiLgveZRy94n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBTQKC95ssGmQkeN8gB2WbtRYQvK+1eB2sl56m3ty7AYP322233e9///uqClU7eP+Tn/wkCdjU1PTkk0/24LnWrVu3zTbbJBvuvvvuPeiWMuXBBx9MrpJ5Zfny5eV6Ct6XkxmY1wXvM89d8D6TSAEBAgQIECBAgAABAgQIhBIQvA8lqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABApsEBO83WTTISPC+QQ7KNmstIHhfa/E6WC8zUL1ZBUXB+7Vr1/7whz983/vet1lNtt9++yuuuKIGNtUO3g8ZMiT54AsXLuzxo91yyy3JhlEU/j+Qfumll+bMmTN48OCSyxVe3Gqrrc4666z169enPJTgfQrOALwleJ956IL3mUQKCBAgQIAAAQIECBAgQCCUQPj/XSnUzvQhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBxBQTvG+7sBO8b7shsuDYCgve1ca6rVUYH/XnhhRdKPt2ll1566KGHjhw5sjCznRw3NTV95zvfWbt2bckmwS/OnTs3+fSnnXZa5QvttttuyQ5Llizp7pC8NXr06Oeff77y/kWVnZ2dJXsWlYV6+dBDD40YMSJ5TPGVsWPHPvHEE5nL3XTTTSW33bOLJ598cuaKCupZQPA+83QE7zOJFBAgQIAAAQIECBAgQIBAKAHB+1CS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgsElA8H6TRYOMBO8b5KBss9YCgve1Fh9g623YsOHhhx8+99xzjz766AMPPHCXXXaZNGnSLrvs8tGPfvSMM8742c9+tmLFigFGUu+Pu3bt2t/85jfnnXfe0Ucfveuuu06aNGm33Xb75Cc/+eUvf/mOO+7YsGFDvT+A/dWfgOB95pkI3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYJOA4P0miwYZCd43yEHZZq0FBO9rLW49AgQIDDABwfvMAxe8zyRSQIAAAQIECBAgQIAAAQKhBATvQ0nqQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAJgHB+00WDTISvG+Qg7LNWgsI3tda3HoECBAYYAKC95kHLnifSaSAAAECBAgQIECAAAECBEIJCN6HktSHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFNAoL3mywaZCR43yAHZZu1FhC8r7W49QgQIDDABATvMw9c8D6TSAEBAgQIECBAgAABAgQIhBIQvA8lqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBgSiwYsWKtlI/Y8eOjf71533ve99pfupYYNq0af96YtHgwYNLnW3bQHyje+YBLCB4P4AP36MTIECgFgKC95nKgveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIDFCBq6++OhmzL4pwe9k/BIYPH/5f//VfA/SN7rEHqoDg/UA9ec9NgACBGgkI3mdCC95nEikgQIAAAQIECBAgQIAAgVACgvehJPUhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMHAFVqxY0T+C5Z4iRWDq1KlLly4duO9yTz5QBQTvB+rJe24CBAjUSEDwPhNa8D6TSAEBAgQIECBAgAABAgQIhBIQvA8lqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBAS3Q1tbme+9TUuuNfqu5ubmzs3NAv8U9/EAVELwfqCfvuQkQIFAjAcH7TGjB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIvCogft/oGfvC/Tc3Ny9YsEDk3u/2QBYQvB/Ip+/ZCRAgUAMBwftMZMH7TCIFBAgQIECAAAECBAgQIBBKQPA+lKQ+BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi8KrBixYojjjiiMLxt3LgCS5cu9bYmMMAFBO8H+BvA4xMgQKDaAoL3mcKC95lECggQIECAAAECBAgQIEAglIDgfShJfQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ2CTge+8bN2wf73zQoEGbTtSIwEAVELwfqCfvuQkQIFAjAcH7TGjB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIbBJYt27dmjVr/vu///t1r3tdHOQuOTjooIPW+KmVwIoVK2bNmpXL5UqeRffF5ubml19+ec2aNWvXrt10okYEBqqA4P1APXnPTYAAgRoJCN5nQgveZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECghMCKFSuOOOKIlJh3FEULFy4sMdOl0AJLliyZMGFC+llMnTp16dKloVfWj0ADCwjeN/Dh2ToBAgQaQUDwPvOUBO8ziRQQIECAAAECBAgQIECAQCgBwftQkvoQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBWYOzYsel574MPPnj58uVl57vRa4GOjo70L7qPomjBggWdnZ29XkoDAv1KQPC+Xx2nhyFAgED9CQjeZ56J4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMoKVPK996NHj164cGHZFm70QqDC77rvxQqmEui3AoL34PpYqAAAIABJREFU/fZoPRgBAgTqQ0DwPvMcBO8ziRQQIECAAAECBAgQIECAQCgBwftQkvoQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAtsGLFiij1Z9SoUeL32Y4VVyxZsiTVO5o6derSpUsr7qeQwIATELwfcEfugQkQIFBbAcH7TG/B+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVCTQ1tY2duzY9DT4tGnTKuqlqLxAR0dHa2trLpdLoW5ubu7s7Czfwx0CBPKC994EBAgQIFBVAcH7TF7B+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIVCqwcuXKGTNmpATCoyjyvfeVapaqW7JkyYQJE9KFfdd9KTnXCBQLCN4Xi3hNgAABAkEFBO8zOQXvM4kUECBAgAABAgQIECBAgEAoAcH7UJL6ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCweQKVxO9HjRolgb9ZrBVG7jerp2ICA1lA8H4gn75nJ0CAQA0EBO8zkQXvM4kUECBAgAABAgQIECBAgEAoAcH7UJL6ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQE4G2trb0L2aPomj58uU9aT3w5rS2tuZyuRTP5ubmBQsWdHZ2DjwbT0yghwKC9z2EM40AAQIEKhMQvM90ErzPJFJAgAABAgQIECBAgAABAqEEBO9DSepDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAPBWbMmJGSFY+iyPfeVyK7ZMmSdMapU6cuXbq0klZqCBCIBQTvYwoDAgQIEKiGgOB9pqrgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEei7Q1tY2duzY9Nz4tGnTer5Av57Z0dFRyXfd+6L7fv0u8HDVEhC8r5asvgQIECDwfwKC95lvBMH7TCIFBAgQIECAAAECBAgQIBBKQPA+lKQ+BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgEEKgkfr98+fIAK/WLFt2R+/R/sGDBggUi9/3itD1E3wgI3veNu1UJECAwYAQE7zOPWvA+k0gBAQIECBAgQIAAAQIECIQSELwPJakPAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBFauXDljxoz0JPmoUaMWLlwYYLEGb7FkyZIJEyakW02dOrXBn9L2CfSxgOB9Hx+A5QkQINDfBQTvM09Y8D6TSAEBAgQIECBAgAABAgQIhBIQvA8lqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAsEE2tra0vPkURQN8O+9b21tzeVyKUrNzc2+6z7YO1KjASwgeD+AD9+jEyBAoBYCgveZyoL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAILNDW1jZ27NiUbHkURdOmTQu8an236+joqCRy39nZWd/PYXcEGkZA8L5hjspGCRAg0JgCgveZ5yZ4n0mkgAABAgQIECBAgAABAgRCCQjeh5LUhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB8AIrV66cMWNGevZ+4cKF4Reu144TJkxI15g6derSpUvrdfv2RaDxBATvG+/M7JgAAQINJSB4n3lcgveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiWQCXfe798+fJqLV8ffbu/6z49db9gwQLfdV8fx2UX/UdA8L7/nKUnIUCAQF0KCN5nHovgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqivQ1taWHjufNm1av4zft7a25nK5lGdvbm4Wua/um0/3ASwgeD+AD9+jEyBAoBYCgveZyoL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCousCMGTNS8udRFI0aNWrhwoVV30cNF1iyZEn6I0dRtHTp0hruyFIEBpaA4P3AOm9PS4AAgZoLCN5nkgveZxIpIECAAAECBAgQIECAAIFQAoL3oST1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgFgJtbW1jx45Nz6JPmzatFlup8hodHR0Vftd9lTeiPYEBLSB4P6CP38MTIECg+gKC95nGgveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiRwMqVK2fMmJGeve8H33s/YcKE9GecOnWq77qv0XvOMgNYQPB+AB++RydAgEAtBATvM5UF7zOJFBAgQIAAAQIECBAgQIBAKAHB+1CS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUFOBSuL3o0aNqumeQiy2ZMmSSiL3IZbSgwCBbAHB+2wjFQQIECDQCwHB+0w8wftMIgUECBAgQIAAAQIECBAgEEpA8D6UpD4ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECPSBQFtbW/rXwk+bNm358uV9sLMeLdna2prL5VKeqLm5ecGCBZ2dnT1qbxIBApstIHi/2WQmECBAgMDmCAjeZ2oJ3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoG8EZsyYkZJUj6Jo1KhRCxcu7JvNbc6qixcvTn+QKIqWLl26OS3VEiDQWwHB+94Kmk+AAAECqQKC96k8r94UvM8kUkCAAAECBAgQIECAAAECoQQE70NJ6kOAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQF8KrFy5MjO1Xrfx+/Hjx6dvfurUqSL3ffn2svYAFvjd737X/eu5YcOGAczg0QkQIECgWgKC95mygveZRAoIECBAgAABAgQIECBAIJSA4H0oSX0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhjgba2trFjx6Yn2KdNm7Z8+fI+3mjB8h0dHa2trel7XrBgQWdnZ8EkQwIEaicgeF87aysRIEBgQAoI3mceu+B9JpECAgQIECBAgAABAgQIEAglIHgfSlIfAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT6XmDlypUzZ85Mz7GPGjWq7zf6fztYvHhxJd91Xye7tQ0CA1NA8H5gnrunJkCAQM0EBO8zqQXvM4kUECBAgAABAgQIECBAgEAoAcH7UJL6ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQLwKLFi1Kz97Xw/fed3R05HK5lH02Nzf7rvt6eUvZxwAWELwfwIfv0QkQIFALAcH7TGXB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1JfAokWLxo0bl5Jsj6Jo2rRpNd50R0dHa2trJZH7Gm/McgQIlBQQvC/J4iIBAgQIhBIQvM+UFLzPJFJAgAABAgQIECBAgAABAqEEBO9DSepDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDdCaxatSo9eB9F0cKFC2u57/Hjx6dvaerUqUuXLq3llqxFgECKgOB9Co5bBAgQINB7AcH7TEPB+0wiBQQIECBAgAABAgQIECAQSkDwPpSkPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1KNAhd97v3z58mrvvvu77tNT9wsWLOjs7Kz2TvQnQKByAcH7yq1UEiBAgEAPBATvM9EE7zOJFBAgQIAAAQIECBAgQIBAKAHB+1CS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUNcCixYtSg+9T5s2rUrx+46Ojlwul7J6c3OzyH1dv3tsbgALCN4P4MP36AQIEKiFgOB9prLgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE6l2gtbU1Jf0eRdGoUaMWLlwY9jEWL148fvz49HWXLl0adlHdCBDojcAWBT9Dhgzp/v2Nr+266669aW4uAQIECBAoFBC8L9QoORa8L8niIgECBAgQIECAAAECBAhUQ0DwvhqqehIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUKcCixYtGjduXHoMPtT33nd0dLS2tlbyXfd1imVbBAaqQPpHxPDhw88///zHH398oPJ4bgIECBAIKSB4n6kpeJ9JpIAAAQIECBAgQIAAAQIEQgkI3oeS1IcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYYRqCR+P23atB4n8Lsj9+nZ3ebm5s7OzoYhs1ECA0mg+5d3yy23PKvUT/fdCy64YCCReFYCBAgQqJaA4H2mrOB9JpECAgQIECBAgAABAgQIEAglIHgfSlIfAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQaSWDVqlWtra3p2fhRo0aVe6TnnnvukUceKXl38eLF48ePT+/8gQ984Iknnig53UUCBPpcoPv3d+TIkSV3InhfksVFAgQIEOiZgOB9ppvgfSaRAgIECBAgQIAAAQIECBAIJSB4H0pSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGk9g0aJF6Qn5ct97/61vfeu8885LPnBHR0cul0vpOWLEiIULF3Z1dSXnukKAQJ0ICN7XyUHYBgECBAaCgOB95ikL3mcSKSBAgAABAgQIECBAgACBUAKC96Ek9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoCEFKvne+4ULFxY92wEHHLDLLrsUXazku+590X0RmpcE6lBA8L4OD8WWCBAg0F8FBO8zT1bwPpNIAQECBAgQIECAAAECBAiEEhC8DyWpDwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECDSywatWqlK+pj6Jo1KhRcfz+W9/6Vndx/MDjx49Pn/6BD3xA5D7mMiBQ5wKC93V+QLZHgACB/iQgeJ95moL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBobIFFixaNGzcuPT8/bdq05cuXH3DAAXHwvqOjo7W1NX3WiBEjurq6GlvH7gkMJAHB+4F02p6VAAECfSwgeJ95AIL3mUQKCBAgQIAAAQIECBAgQCCUgOB9KEl9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoeIFVq1ZlpuhHjRo1ZMiQ7lzu5Zdf7rvuG/7UPQCBhIDgfYLEBQIECBColoDgfaas4H0mkQICBAgQIECAAAECBAgQCCUgeB9KUh8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPqJwMqVK2fMmJH+JfaV3P3b3/7WT0T+P3v3HyNHfd8NfC43Z0LIAWlrX8+IpAlRBNRuHhmhNNxxp/4CRUoo/ZG0tHabVi0pqbShURs5YNWItKWokR4TtbGRS5MVkoPy0Day0lYCtUVqJaImyPYZ2VUaSxgEaYtl32Fix4bbffowj4f1zu2P25vd+fW6P8Ls7Mz3+/m8PovtnO/NaINAxQQE7ys2cO0SIEAgSwHB+576gvc9iVxAgAABAgQIECBAgAABAmkJCN6nJWkdAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKJfDVr351/fr1/QTsk9dcfvnlDz/8cKk4NEOgSgKC91Watl4JECCQsYDgfc8BCN73JHIBAQIECBAgQIAAAQIECKQlIHiflqR1CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAom8DJkyeTofqeZ37mZ37m+PHjZbPQD4EqCQjeV2naeiVAgEDGAoL3PQcgeN+TyAUECBAgQIAAAQIECBAgkJaA4H1aktYhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCEAvv375+enu4Zto8vuPzyyxuNRgkhtESgSgKC91Watl4JECCQsYDgfc8BCN73JHIBAQIECBAgQIAAAQIECKQlIHiflqR1CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAos8D69evjdH3y4PLLL3/44YdF7sv8CdBblQQE76s0bb0SIEAgYwHB+54DELzvSeQCAgQIECBAgAABAgQIEEhLQPA+LUnrECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQZoGTJ0/eeeedych9dOb48eNlbl5vBComIHhfsYFrlwABAlkKCN731Be870nkAgIECBAgQIAAAQIECBBIS0DwPi1J6xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUHKBEydOjI+Pr5i9L3nn2iNQMQHB+4oNXLsECBDIUkDwvqe+4H1PIhcQIECAAAECBAgQIECAQFoCgvdpSVqHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGSC9xyyy0rpu6DwA9ilXz02quagOB91SauXwIECGQoIHjfE1/wvieRCwgQIECAAAECBAgQIEAgLQF/35OWpHUIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECizwIkTJyYmJjoF748cOVLm5vVGoGICgvcVG7h2CRAgkKWA4H1PfcH7nkQuIECAAAECBAgQIECAAIG0BATv05K0DgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECZRbYu3dvp9R9EAT3339/mZvXG4GKCQjeV2zg2iVAgECWAoL3PfUF73sSuYAAAQIECBAgQIAAAQIE0hIQvE9L0joECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECJRZ4JZbbukSvN+8eXOZm9cbgYoJCN5XbODaJUCAQJYCgvc99QXvexK5gAABAgQIECBAgAABAgTSEhC8T0vSOgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIlFmgS+o+estD78s8fr1VTEDwvmID1y4BAgSyFBC876kveN+TyAUECBAgQIAAAQIECBAgkJaA4H1aktYhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDMAj2D9x56X+bx661iAoL3FRu4dgkQIJClgOB9T33B+55ELiBAgAABAgQIECBAgACBtAQE79OStA4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqUVOHHiRM/gfRAER44cKS2BxghUSUDwvkrT1isBAgQyFhC87zkAwfueRC4gQIAAAQIECBAgQIAAgbQEBO/TkrQOAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKlFbj11lsTwfswCC5vO+mh96X9BGisYgKC9xUbuHYJECCQpYDgfU99wfueRC4gQIAAAQIECBAgQIAAgbQEBO/TkrQOAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLlFDhx4kQYhm0Z+yC4JQh+PXHSQ+/L+RnQVdUEBO+rNnH9EiBAIEMBwfue+IL3PYlcQIAAAQIECBAgQIAAAQJpCQjepyVpHQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEyimwd+/eZMA+CPYGwdeT5++///5yKuiKQJUEBO+rNG29EiBAIGMBwfueAxC870nkAgIECBAgQIAAAQIECBBIS0DwPi1J6xAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUEKBzo+7bwZBMxm8DwI/lFXCj4GWqiYgeF+1ieuXAAECGQoI3vfEF7zvSeQCAgQIECBAgAABAgQIEEhLwN/xpCVpHQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIESijQ+XH3gvclHLeWCEQCgvc+CQQIECAwMgHB+57Ugvc9iVxAgAABAgQIECBAgAABAmkJCN6nJWkdAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKKHDrrbeu9Fj7l4PgeBA8GwRXJt8toYKWCFRMQPC+YgPXLgECBLIUELzvqS9435PIBQQIECBAgAABAgQIECCQloDgfVqS1iFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoIQCYRgmo/VB8HwQXBME64Pg15PvHjlypIQQWiJQJQHB+ypNW68ECBDIWEDwvucABO97ErmAAAECBAgQIECAAAECBNISELxPS9I6BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiUUCCZq7/4zApPvN+8eXMJIbREoEoCgvdVmrZeCRAgkLGA4H3PAQje9yRyAQECBAgQIECAAAECBAikJSB4n5akdQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKJvAiRMnLo7Z9/vKQ+/L9lHQT8UEBO8rNnDtEiBAIEsBwfue+oL3PYlcQIAAAQIECBAgQIAAAQJpCQjepyVpHQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEyiawd+/efqP2F193//33l81CPwSqJCB4X6Vp65UAAQIZCwje9xyA4H1PIhcQIECAAAECBAgQIECAQFoCgvdpSVqHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFSCZw4cSIMw4sD9at45aH3pfo0aKZiAoL3FRu4dgkQIJClgOB9T33B+55ELiBAgAABAgQIECBAgACBtAQE79OStA4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAqUSGPhx91Fk10PvS/Vp0EzFBATvKzZw7RIgQCBLgRWD9//LV4vAu9/97uR//urcuXNZjs3eBAgQIECAAAECBAgQIFBSAcH7kg5WWwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIrE3g1ltvTSZ8+j+zefPmte3vbgIEMhMQvM+M3sYECBConsCKwfv+/8xZ2SsF76v374qOCRAgQIAAAQIECBAgMAoBwftRKNuDAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFiCZw4cSIMwzUGmYrVsmoJEIgFBO9jCgcECBAgMGwBwfvB/sgteD/sT6b1CRAgQIAAAQIECBAgUE0Bwftqzl3XBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAh0E1jj4+6j+FC3DbxHgECOBQTvczwcpREgQKBsArt37x4seV7xu86ePVu2j4J+CBAgQIAAAQIECBAgQCAHAoL3ORiCEggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyJNAz8fdX3311f0knY4cOZKnttRCgEC/AoL3/Uq5jgABAgTWLHDvvff28wdL17QJeOL9mj96FiBAgAABAgQIECBAgACBFQQE71dAcYoAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgSoL7N27ty3Y0/byM5/5THTmjjvuaHur9eX9999fZUa9EyiuQPQv8hVXXLFiC9G7n//851d810kCBAgQILAqgc997nOtf4B03KeA4P2qPmYuJkCAAAECBAgQIECAAIE+BQTv+4RyGQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECVREIw7BT4Gd2dvb06dM7duyILmg2m6+//nqX+L2H3lflQ6PPcglE/4IL3pdrqrohQIBATgWeeOKJ5J88L7nkkklfFwTGx8fbiK688srXXnstpxNVFgECBAgQIECAAAECBAgUWUDwvsjTUzsBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkMQuPTSS9uyPdHL+fn5V1999X/C9q3B+2azef78+RWvn5iY2L9//xAKtCQBAsMViP6NFrwfrrLVCRAgQOCCwHve8562P0yuirY9AAAgAElEQVR+9KMfvfBm1f/5/e9//+1vf3ubz9133111F/0TIECAAAECBAgQIECAwHAEBO+H42pVAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQKK3Ds2LEPfehDbfGeOHWfDN43m82f//mfb7s+CIKFhYXCGiicQKUFon+dBe8r/SHQPAECBEYo8Mu//Mttf5K84oorzp07N8IS8rvVE0880YYTBMFXvvKV/FasMgIECBAgQIAAAQIECBAosoDgfZGnp3YCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIYmsH///ne+851xzuf06dPxVm1PvP+fKP7rr79+xx13xBdfeeWVu3btiq93QIBAsQSif5cF74s1NdUSIECguAJf+MIX4j9Gxgf79u0rbkcpVp78rxIEQfD888+nuIWlCBAgQIAAAQIECBAgQIBALCB4H1M4IECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQLvAM888c+edd7766qutbySD99G758+fr9VqrVc6JkCgiAKC90WcmpoJECBQaIH3v//9ceQ+Pvi3f/u3QjeVSvGxRutBKitbhAABAgQIECBAgAABAgQIJAUE75MmzhAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCbQKfgfbd7vEeAQHEEomifJ94XZ2IqJUCAQOEF9uzZ0xosj45vvvnmwje2tgZeeOGFJEsYhmtb1d0ECBAgQIAAAQIECBAgQKCjgOB9RxpvECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYEUBwfsVWZwkUBoBwfvSjFIjBAgQKIrA9773vWTCPAiq/tP+v/ALv5Bk+djHPlaUsaqTAAECBAgQIECAAAECBAonUPX/K164gSmYAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHMBQTvMx+BAggMVUDwfqi8FidAgACBFQUmJiaSIfMPfehDy8vLK15f7pPPP//8hg0bkiA33HBDuRvXHQECBAgQIECAAAECBAhkKyB4n62/3QkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKJ6A4H3xZqZiAhcElpeXf6/XVxTzGx8f37LSV/Tu3Nxc92UefPDBC3v6JwECBAgQ6C3w+7//+8mceRAE99xzT++by3XF2bNnb7zxxqTG2NjYU089Va5edUOAAAECBAgQIECAAAEC+RIQvM/XPFRDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgED+BQTv8z8jFRLoIpAM8qV+Zmxs7NFHH+1Sg7cIECBAgECbwOnTp6+++urkb0ljY2OPPfZY28Xlfvmrv/qrSYcgCD7+8Y+Xu3HdESBAgAABAgQIECBAgEDmAoL3mY9AAQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIFExA8L5gA1MugYTA5z73uTjR95a3vOVtF3/Fb3U5uOSSS1pvGhsbiy4WuU9gO0GAAAECqxD4yEc+suLvPhMTE6tYpbCXLi8v/8Zv/MaKAnv37i1sWwonQIAAAQIECBAgQIAAgcIICN4XZlQKJUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgJwKC9zkZhDIIrEXgT/7kT+Jc30MPPbSWpZrNZrzUX/3VX61xKbcTIECAQJUFTp48ec0118S/rbQePPLII+WWOXv27K/8yq+0ttx6XO7edUeAAAECBAgQIECAAAECOREQvM/JIJRBgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBhBATvCzMqhRLoKtCave96YY8377vvvigZODY21uNSbxMgQIAAgV4CR48ebQ2ctx7feeed58+f77VAUd//wAc+0Nps6/GWLVuK2pW6CRAgQIAAAQIECBAgQKBQAoL3hRqXYgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyIGA4H0OhqAEAukIxKG+gR9635q697j7dKZiFQIECFReYGxsLP4dqu1gdna2lDz/+q//2tZp/HJqauqFF14oZdeaIkCAAAECBAgQIECAAIG8CQje520i6iFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIO8Cgvd5n5D6CKxGoPW596uK38eR+yAIRO5XQ+5aAgQIEOgt8PnPfz5OnicPPvrRj7788su9V8n9FYcOHdqyZUuywfjM008/nfsmFEiAAAECBAgQIECAAAEC5REQvC/PLHVCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMBoBATvR+NsFwIjExgsex9nAsfGxkZWqo0IECBAoDoC3bP3P/zDP9xoNAqtcfr06TAM499PkwfveMc7Ct2g4gkQIECAAAECBAgQIECgcAKC94UbmYIJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMhYQPA+4wHYnsAQBFrDfv0sHz/ufmxszOPu+xFzDQECBAgMIPCWt7yl9XeotuMbb7zxn//5nwdYNvNbzp8//xd/8RdTU1NtHbW+XL9+/TPPPJN5qQogQIAAAQIECBAgQIAAgUoJCN5XatyaJUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgBQHB+xQQLUEgfwJ9Pvde5D5/o1MRAQIEyizwH//xHz/6oz/amkhf8Xj//v2NRiPnEN///vfr9fr111+/YgvxyTvuuON73/tezntRHgECBAgQIECAAAECBAiUUkDwvpRj1RQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAkMUELwfIq6lCWQq0E/2Po4FetB9prOyOQECBCok8Morr/zcz/1c/BtQp4PNmzd/6Utfyq3LSy+99EM/9EOdio/PT0xM5LYFhREgQIAAAQIECBAgQIBA6QUE70s/Yg0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCygOB9yqCWI5AngdbsfbKu1sfdJ991hgABAgQIDE/gB3/wB+N0epeDbdu2Pfnkk41GY3iVrGrls2fPfvWrX/3whz88MTHRpezorc2bN3/zm99c1fouJkCAAAECBAgQIECAAAECKQoI3qeIaSkCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBCohIHhfiTFrssICcSzwoYceamVoTd173H2rjGMCBAgQGIHAiy+++JGPfCT+Tar7wY/8yI/s2LEj2/j9mTNn/v7v/35ycrJ7qfG799133/nz50cgaQsCBAgQIECAAAECBAgQINBJQPC+k4zzBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQWFlA8H5lF2cJlEig9bn3Ufw+jgWK3JdozlohQIBAIQX+8A//8O1vf3v8G1M/Bz/+4z/+qU996itf+cpzzz03pJ5fe+21L37xi7/2a7/2vve9r5+S4muuueaaxx57LNv/RsCQTCxLgAABAgQIECBAgAABAoUTELwv3MgUTIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAxgKC9xkPwPYERiLwx3/8x1EmcGxs7Kd/+qfj45FsbhMCBAgQINBN4Lvf/e7v/M7vxNn1VR3cdttt27dv/9KXvnTy5Mlue/R6r9FoHD9+/IknnvjkJz85Nzd32WWXraqM6OIvfOEL586d67WV9wkQIECAAAECBAgQIECAwIgEBO9HBG0bAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKIyB4X5pRaoRAd4G2AOHY2Nijjz7a/RbvEiBAgACBkQn81m/91lvf+ta2361W9XL9+vU33XTTXXfddd99933xi1/82te+9q1vfeuZZ545duzYiRMnTp48+d3vfvfYsWPf+ta3vvnNbz755JO7du367Gc/+/GPf/z973//YEn7uLyNGzc+8MADI7OyEQECBAgQIECAAAECBAgQ6EdA8L4fJdcQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEDgTYHZ2dkoMvTmKUcECJRUIH6e8F/+5V+WtEVtESBAgEDhBc6cOXPDDTfEmfbcHqxbt+72229/8sknCy+uAQIECBAgQIAAAQIECBAoqYDgfUkHqy0CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIYmIHg/NFoLE8idwNNPPx3FF1977bXcFacgAgQIECDQInDkyJGdO3fmNnV/ww03/Nd//VdLvQ4JECBAgAABAgQIECBAgEDuBATvczcSBREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkHMBwfucD0h5BFIUELxPEdNSBAgQIDACgX/8x3/87d/+7auuuionCfwtW7bs3Lnz29/+9gh6twUBAgQIECBAgAABAgQIEFijgOD9GgHdToAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA5QQE7ys3cg1XWEDwvsLD1zoBAgSKLXDw4MGbb745DMNMEvhXXHHFL/7iLz7yyCPFRlQ9AQIECBAgQIAAAQIECFRMQPC+YgPXLgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECaxYQvF8zoQUIFEZA8L4wo1IoAQIECHQVeP311w8dOvTwww//5E/+5MaNG1NM47/vfe+77bbbPvOZzzz//PNdS/AmAQIECBAgQIAAAQIECBDIu4Dgfd4npD4CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPImIHift4moh8DwBATvh2drZQIECBDIUGBpaenRRx/duXPnXXfdddNNN73nPe9529ve1jON/wM/8APXXXfd/Pz8pz71qQcffPBv/uZvjh49mmEXtiZAgAABAgQIECBAgAABAukKCN6n62k1AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTKLyB4X/4Z65DABQHB+wsS/kmAAAEC5Rc4ffr0sWPHrr322rYE/ic/+cljx46dPHmy/AQ6JECAAAECBAgQIECAAIFqCwjeV3v+uidAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYPUCgverN3MHgaIKCN4XdXLqJkCAAIFBBX7sx36sLXh/zz33DLqY+wgQIECAAAECBAgQIECAQJEEBO+LNC21EiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQBwHB+zxMQQ0ERiMgeD8aZ7sQIECAQH4EBO/zMwuVECBAgAABAgQIECBAgMCIBQTvRwxuOwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECi/w3ve+N3oKaOE70QABAr0EBO97CXmfAAECBMomIHhftonqhwABAgQIECBAgAABAgT6FhC875vKhQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGg2d+/eHaXuo/+99957qRAgUGKB48ePR/+yLy8vl7hNrREgQIAAgVhA8D6mcECAAAECBAgQIECAAAECVRMQvK/axPVLgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMDgArt37x4bG4tSuPGB7P3goO4kkHsBwfvcj0iBBAgQIJCygOB9yqCWI0CAAAECBAgQIECAAIHiCAjeF2dWKiVAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIFOBPXv2xGH7nTt37tu3L0rgB4EfxMp0MDYnMEwBwfth6lqbAAECBPIoIHifx6moiQABAgQIECBAgAABAgRGIuDve0bCbBMCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAou0Ja6j7qJc/jbt28veH/KJ0BgZQHB+5VdnCVAgACB8goI3pd3tjojQIAAAQIECBAgQIAAgR4Cgvc9gLxNgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBPXv2xA+337lzZyvIvn37xO9bQRwTKJmA4H3JBqodAgQIEOgpIHjfk8gFBAgQIECAAAECBAgQIFBWAcH7sk5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIpCOw4rPuW5fet29fHMvfvn1761uOCRAouoDgfdEnqH4CBAgQWK2A4P1qxVxPgAABAgQIECBAgAABAqURELwvzSg1QoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA+gI9U/fRlvFD74PAD2WlPwUrEshQQPA+Q3xbEyBAgEAmAoL3mbDblAABAgQIECBAgAABAgTyIODvePIwBTUQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJBHgT179sSPsu9Z3759++L4vefe9+RyAYGiCAjeF2VS6iRAgACBtAQE79OStA4BAgQIECBAgAABAgQIFE5A8L5wI1MwAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKjEOjzWfetpcjet2o4JlAOAcH7csxRFwQIECDQv4Dgff9WriRAgAABAgQIECBAgACBkgkI3pdsoNohQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCAFgQFS99Gu+/btCy58pVCHJQgQyFpA8D7rCdifAAECBEYtIHg/anH7ESBAgAABAgQIECBAgEBuBATvczMKhRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkA+BgVP3UfljY2NR9H779u35aEgVBAgMLiB4P7idOwkQIECgmAKC98Wcm6oJECBAgAABAgQIECBAIAUBwfsUEC1BgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBpBPbs2XPhifXBzp07B+tr37594veD0bmLQN4EBO/zNhH1ECBAgMCwBQTvhy1sfQIECBAgQIAAAQIECBDIrYDgfW5HozACBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEYtsMZn3beWu2/fvjjAv3379ta3HBMgUCABwfsCDUupBAgQIJCKwH//93+/+OKLG974uvbaa1988cVXXnkllZUtQoAAAQIECBAgQIAAAQIEci4geJ/zASmPAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIERCezevTt+TP211177exd/ben19cEPfvDiO34vDt4HgZ/UGtEQbUMgdQHB+9RJLUiAAAEChRCI/ii7fv36QlSrSAIECBAgQIAAAQIECBAgkIqAv85JhdEiBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgUW2D37t2tOflhHN97773FNlI9gUoKCN5XcuyaJkCAAIGm4L0PAQECBAgQIECAAAECBAhUUEDwvoJD1zIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAhcJPP3001deeeXbun71E8XvusDbJicn//Zv//aijb0gQCD3AoL3uR+RAgkQIEBgKAKC90NhtSgBAgQIECBAgAABAgQI5FtA8D7f81EdAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL5EIiiR5/4xCeS5fzZn/1ZEAQTExPJt5whQKDoAoL3RZ+g+gkQIEBgMAHB+8Hc3EWAAAECBAgQIECAAAEChRYQvC/0+BRPgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMCIBATvRwRtGwI5ExC8z9lAlEOAAAECIxIQvB8RtG0IECBAgAABAgQIECBAIE8Cgvd5moZaCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDIq4DgfV4noy4CwxUQvB+ur9UJECBAIK8Cgvd5nYy6CBAgQIAAAQIECBAgQGCIAoL3Q8S1NAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECpREQvC/NKDVCYFUCgver4nIxAQIECJRGQPC+NKPUCAECBAgQIECAAAECBAj0LyB437+VKwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqK6A4H11Z6/zagsI3ld7/ronQIBAdQUE76s7e50TIECAAAECBAgQIECgwgKC9xUevtYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOhbQPC+byoXEiiVgOB9qcapGQIECBDoW0Dwvm8qFxIgQIAAAQIECBAgQIBAeQQE78szS50QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDA8AcH74dlamUCeBQTv8zwdtREgQIDA8AQE74dna2UCBAgQIECAAAECBAgQyK2A4H1uR6MwAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRyJCB4n6NhKIXACAUE70eIbSsCBAgQyJGA4H2OhqEUAgQIECBAgAABAgQIEBiVgOD9qKTtQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAkQUE74s8PbUTGFxA8H5wO3cSIECAQJEFBO+LPD21EyBAgAABAgQIECBAgMCAAoL3A8K5jQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBSgkI3ldq3JolEAsI3scUDggQIECgUgKC95Uat2YJECBAgAABAgQIECBAIBIQvPdJIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQG8BwfveRq4gUEYBwfsyTlVPBAgQINBbQPC+t5ErCBAgQIAAAQIECBAgQKB0AoL3pRuphggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQGIKA4P0QUC1JoAACgvcFGJISCRAgQGAIAoL3Q0C1JAECBAgQIECAAAECBAjkXUDwPu8TUh8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAnkQELzPwxTUQGD0AoL3oze3IwECBAjkQUDwPg9TUAMBAgQIECBAgAABAgQIjFhA8H7E4LYjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCQAoL3hRybogmsWUDwfs2EFiBAgACBQgoI3hdybIomQIAAAQIECBAgQIAAgbUJCN6vzc/dBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUQ0Dwvhpz1iWBdgHB+3YRrwkQIECgGgKC99WYsy4JECBAgAABAgQIECBA4CIBwfuLOLwgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAigKC9yuyOEmg9AKC96UfsQYJECBAYEUBwfsVWZwkQIAAAQIECBAgQIAAgXILCN6Xe766I0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgHQHB+3QcrUKgaAKC90WbmHoJECBAIB0Bwft0HK1CgAABAgQIECBAgAABAoUSELwv1LgUS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBARgKC9xnB25ZAxgKC9xkPwPYECBAgkJGA4H1G8LYlQIAAAQIECBAgQIAAgSwFBO+z1Lc3AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJFERC8L8qk1EkgXQHB+3Q9rUaAAAECRREQvC/KpNRJgAABAgQIECBAgAABAikKCN6niGkpAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKKyB4X9rRaoxAVwHB+6483iRAgACB0goI3pd2tBojQIAAAQIECBAgQIAAgc4CgvedbbxDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBCwKC9xck/JNAtQQE76s1b90SIECAwAUBwfsLEv5JgAABAgQIECBAgAABAhUSELyv0LC1SoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAwAKC9wPTuZFAoQUE7ws9PsUTIECAwMACgvcD07mRAAECBAgQIECAAAECBIorIHhf3NmpnAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB0QkI3o/O2k4E8iQgeJ+naaiFAAECBEYnIHg/Oms7ESBAgAABAgQIECBAgEBuBATvczMKhRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkGMBwfscD0dpBIYoIHg/RFxLEyBAgECOBQTvczwcpREgQIAAAQIECBAgQIDAsAQE74cla10CBP8QyPIAACAASURBVAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMokIHhfpmnqhUD/AoL3/Vu5kgABAgTKJCB4X6Zp6oUAAQIECBAgQIAAAQIE+hQQvO8TymUECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRaQPC+0uPXfIUFBO8rPHytEyBAoNICgveVHr/mCRAgQIAAAQIECBAgUFUBwfuqTl7fBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAisRkDwfjVariVQHgHB+/LMUicECBAgsBoBwfvVaLmWAAECBAgQIECAAAECBEoiIHhfkkFqgwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBoQoI3g+V1+IEcisgeJ/b0SiMAAECBIYqIHg/VF6LEyBAgAABAgQIECBAgEA+BQTv8zkXVREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkC8Bwft8zUM1BEYlIHg/Kmn7ECBAgEC+BATv8zUP1RAgQIAAAQIECBAgQIDASAQE70fCbBMCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAouIHhf8AEqn8CAAoL3A8K5jQABAgQKLiB4X/ABKp8AAQIECBAgQIAAAQIEBhEQvB9EzT0ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRNQPC+ahPXL4FIQPDeJ4EAAQIEqikgeF/NueuaAAECBAgQIECAAAECFRcQvK/4B0D7BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0JSB43xeTiwiUTkDwvnQj1RABAgQI9CUgeN8Xk4sIECBAgAABAgQIECBAoFwCgvflmqduCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYjoDg/XBcrUog7wKC93mfkPoIECBAYDgCgvfDcbUqAQIECBAgQIAAAQIECORaQPA+1+NRHAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECOREQvM/JIJRBYMQCgvcjBrcdAQIECOREQPA+J4NQBgECBAgQIECAAAECBAiMUkDwfpTa9iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKgCgvdFnZy6CaxNQPB+bX7uJkCAAIGiCgjeF3Vy6iZAgAABAgQIECBAgACBNQgI3q8Bz60ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFRGQPC+MqPWKIGLBATvL+LwggABAgQqIyB4X5lRa5QAAQIECBAgQIAAAQIE3hQQvH/TwhEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6CQjed5JxnkC5BQTvyz1f3REgQIBAJwHB+04yzhMgQIAAAQIECBAgQIBAiQUE70s8XK0RIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJCagOB9apQWIlAoAcH7Qo1LsQQIECCQmoDgfWqUFiJAgAABAgQIECBAgACB4ggI3hdnViolQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCA7AcH77OztTCBLAcH7LPXtTYAAAQLZCQjeZ2dvZwIECBAgQIAAAQIECBDITEDwPjN6GxMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUCABwfsCDUupBFIUELxPEdNSBAgQIFAgAcH7Ag1LqQQIECBAgAABAgQIECCQloDgfVqS1iFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoMwCgvdlnq7eCHQWELzvbOMdAgQIECizgOB9maerNwIECBAgQIAAAQIECBDoICB43wHGaQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLQICN63YDgkUCEBwfsKDVurBAgQINAiIHjfguGQAAECBAgQIECAAAECBKoiIHhflUnrkwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBtQgI3q9Fz70EiisgeF/c2amcAAECBNYiIHi/Fj33EiBAgAABAgQIECBAgEBBBQTvCzo4ZRMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgMFIBwfuRctuMQG4EBO9zMwqFECBAgMBIBQTvR8ptMwIECBAgQIAAAQIECBDIh4DgfT7moAoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPItIHif7/mojsCwBATvhyVrXQIECBDIt4Dgfb7nozoCBAgQIECAAAECBAgQGIqA4P1QWC1KgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDJBATvSzZQ7RDoU0Dwvk8olxEgQIBAyQQE70s2UO0QIECAAAECBAgQIECAQD8Cgvf9KLmGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGqC0TRo07/e+mll773ve+tupH+CZRRQPC+jFPVEwECBAj0FhC8723kCgIECBAgQIAAAQIECBAonYDgfelGqiECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBIYg0ClyH53fsWPHEPa0JAEC2QsI3mc/AxUQIECAQBYCgvdZqNuTAAECBAgQIECAAAECBDIWELzPeAC2J0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgEAL3t3y9613vipJI8bmjR48WogtFEiCwWgHB+9WKuZ4AAQIEyiEgeF+OOeqCAAECBAgQIECAAAECBFYlIHi/Ki4XEyBAgAABAgQIECBAgAABAgQIECBAYIgCQRBMT0/X6/VGozHEbSxNgAABAgQIECBAgAABAgQIrFlgdnY2SiKteSULECCQdwHB+7xPSH0ECBAgMBwBwfvhuFqVAAECBAgQIECAAAECBHItIHif6/EojgABAgQIECBAgAABAgQIECBAgACBSglEP8AUBMH8/HylGtcsAQIECBAgQIAAAQIECBAonIDgfeFGpmACAwsI3g9M50YCBAgQKLSA4H2hx6d4AgQIECBAgAABAgQIEBhMQPB+MDd3ESBAgAABAgQIECBAgAABAgQIECBAIH2BOHgfBEGtVltaWkp/j4KveOrUqWeeeabgTSifAAECBAgQIECAAAECBMogIHhfhinqgUB/AoL3/Tm5igABAgTKJiB4X7aJ6ocAAQIECBAgQIAAAQIE+hAQvO8DySUECBAgQIAAAQIECBAgQIAAAQIECBAYiUBr8D4Igunp6Xq9PpKdi7FJvV6fmpq6+uqri1GuKgkQIECAAAECBAgQIECg1AKC96Uer+YIXCQgeH8RhxcECBAgUBkBwfvKjFqjBAgQIECAAAECBAgQIPCmgOD9mxaOCBAgQIAAAQIECBAgQIAAAQIECBAgkK1AW/A+ehmGYa1WW1payra2DHc/depUrVYLwzD2+fd///cM67E1AQIECBAgQIAAAQIECBBoNpuC9z4GBKojIHhfnVnrlAABAgRaBQTvWzUcEyBAgAABAgQIECBAgEBFBATvKzJobRIgQIAAAQIECBAgQIAAAQIECBAgUACBOFiePNi4cWMBGhhCiY1GY8OGDW0gl1566TsufA1hT0sSIECAAAECBAgQIECAAIHeAoL3vY1cQaAsAoL3ZZmkPggQIEBgdQKC96vzcjUBAgQIECBAgAABAgQIlEJA8L4UY9QEAQIECBAgQIAAAQIECBAgQIAAAQKlEGiLl7e9nJ+fP3z4cCka7beJgwcPzszMtDm0vex3LdcRIECAAAECBAgQIECAAIFUBQTvU+W0GIFcCwje53o8iiNAgACBoQlEfyOzfv36oe1gYQIECBAgQIAAAQIECBAgkDsBwfvcjURBBAgQIECAAAECBAgQIECAAAECBAhUVqAtUt7p5caNG8tNtOJT7jtplJtCdwQIECBAgAABAgQIECCQW4HPfvaz73njK7cVKowAgbQEBO/TkrQOAQIECBRLQPC+WPNSLQECBAgQIECAAAECBAikIiB4nwqjRQgQIECAAAECBAgQIECAAAECBAgQIJCCQKdsefL8/Pz84cOHU9gyf0v085T7VpD8daAiAgQIECBAgAABAgQIEKiEwI4dO6L/f1qJbjVJoNoCgvfVnr/uCRAgUF2B6I+7nnhf3U+AzgkQIECAAAECBAgQIFBJAcH7So5d0wQIECBAgAABAgQIECBAgAABAgQI5FKgNU/e8zgMw1qtlss+Bi+qVquNj4/37L31gsE3cycBAgQIECBAgAABAgQIEFiDgOD9GvDcSqBgAoL3BRuYcgkQIEAgJYHor2ME71PitAwBAgQIECBAgAABAgQIFENA8L4Yc1IlAQIECBAgQIAAAQIECBAgQIAAAQJVEGjNk/d5XK/XG41GCXAajUa9Xu+z69bLStC7FggQIECAAAECBAgQIECgiAKC90WcmpoJDCYgeD+Ym7sIECBAoOgC0V/HCN4XfY7qJ0CAAAECBAgQIECAAIFVCQjer4rLxQQIECBAgAABAgQIECBAgAABAgQIEBiiQGuePDreunVrrVYLwzD5VuuZMAxrtdoQKxvm0v085T5q8Pbbb2/tOjoeZmnWJkCAAAECBAgQIECAAAECHQUE7zvSeINA6QQE70s3Ug0RIECAQF8C0V/ECN73heUiAgQIECBAgAABAgQIECiLgOB9WSapDwIECBAgQIAAAQIECBAgQIAAAQIEii+QTJVv3bq12WwePHhwZmYm+W7bmXq93mg0CsTQ51Pu5+fnDx8+/D8OgvcFGq5SCRAgQIAAAQIECBAgUHoBwfvSj1iDBGIBwfuYwgEBAgQIVEpA8L5S49YsAQIECBAgQIAAAQIECEQCgvc+CQQIECBAgAABAgQIECBAgAABAgQIEMiLQFuQPgiCKHjfbDYbjcbU1FTygrYzcUY9Ly11rqPP/5rA9PR0/F8TELzvzOkdAgQIECBAgAABAgQIEBi1gOD9qMXtRyA7AcH77OztTIAAAQJZCgjeZ6lvbwIECBAgQIAAAQIECBDISEDwPiN42xIgQIAAAQIECBAgQIAAAQIECBAgQCAh0Jaibw3ex9f2k1efnp6u1+txXj2+Nw8H0VPue/5HBFb8LwgI3udhgmogQIAAAQIECBAgQIAAgUhA8N4ngUB1BATvqzNrnRIgQIBAq4DgfauGYwIECBAgQIAAAQIECBCoiIDgfUUGrU0CBAgQIECAAAECBAgQIECAAAECBAog0E/wvtlsNhqNnsH1IAhWzK5nrjAzM5Nss+1M61PuWwsWvG/VcEyAAAECBAgQIECAAAEC2QoI3mfrb3cCoxQQvB+ltr0IECBAID8Cgvf5mYVKCBAgQIAAAQIECBAgQGBkAoL3I6O2EQECBAgQIECAAAECBAgQIECAAAECBHoItOXPV3zifbTEqVOnarVaGIbJW1rPhGG4tLTUY9dRvR3V3Fpe8jgMw1qt1qlmwftRzco+BAgQIECAAAECBAgQINBbQPC+t5ErCJRFQPC+LJPUBwECBAisTiD6e5z169ev7jZXEyBAgAABAgQIECBAgACBIgsI3hd5emonQIAAAQIECBAgQIAAAQIECBAgQKBcAskg+tatW7u3WK/Xp6amkje2nZmbm+u+zlDf7fMp9/V6vXsZgvfdfbxLgAABAgQIECBAgAABAqMUELwfpba9CGQrIHjfj/+2bduCIDh37lw/F7uGAAECBAohIHhfiDEpkgABAgQIECBAgAABAgTSFRC8T9fTagQIECBAgAABAgQIECBAgAABAgQIEBhcoC0t3+WJ9617RE+SD8MweXvrmS5Pkm9dLd3jtT/lvrUewftWDccECBAgQIAAAQIECBAgkK2A4H22/nYnMEoBwft+tKNvRQre92PlGgIECBRFIPq13RPvizIvdRIgQIAAAQIECBAgQIBAKgKC96kwWoQAAQIECBAgQIAAAQIECBAgQIAAAQIpCLTm5KPjnk+8j3c9ePBg8va2M9PT0z2fKh8vuPaDer0+NTXVVkPy5eHDh/vcS/C+TyiXESBAgAABAgQIECBAgMAIBATvR4BsCwI5ERC87zmIj33sY9H3/QTve1q5gAABAgUSiH5tF7wv0MiUSoAAAQIECBAgQIAAAQJrFxC8X7uhFQgQIECAAAECBAgQIECAAAECBAgQIJCOQDKU3n/wvtls9hl0X1hYSKfcrqscOHAg2U7bmdX+hwAE77uSe5MAAQIECBAgQIAAAQIERiogeD9SbpsRyFRA8L47f5y6D4JA8L67lXcJECBQLAHB+2LNS7UECBAgQIAAAQIECBAgkIqA4H0qjBYhQIAAAQIECBAgQIAAAQIECBAgQIBACgJtufQgCFYVvI8rmJ2dTS7Vdma1ofd48e4HfYb/5+fnu6+z4rvDC95/5zvfue22286ePbvivk4SIECAAAECBAgQIECAAIGkgOB90sQZAmUVeP755y9546vRaJS1x4H7avuuo+D9wJJuJECAQA4Fol/kPfE+h6NREgECBAgQIECAAAECBAgMT0Dwfni2ViZAgAABAgQIECBAgAABAgQIECBAgMDqBNp+SnXg4H2j0egzAL+wsLC6Erte3f9T7gf7GeXUg/ff+c53HnjggS1btkTyO3fu7NqfNwkQIECAAAECBAgQIECAwJsCgvdvWjgiQKCqAvGz7sfGxqLvsAneV/WzoG8CBMopIHhfzrnqigABAgQIECBAgAABAgS6Cgjed+XxJgECBAgQIECAAAECBAgQIECAAAECBEYokFbwPip5cXGxVqsl12w9E4ZhrVZbWlpaY5enTp2q1Wrj4+OtiyePwzBcy14pBu+fe+65Xbt2xT8QHJW6bt26o0ePrpHC7QQIECBAgAABAgQIECBQEQHB+4oMWpsECHQS2LZtW/RdtTAMH3rooehY8L4Tl/MECBAookD0a7sn3hdxdmomQIAAAQIECBAgQIAAgYEFBO8HpnMjAQIECBAgQIAAAQIECBAgQIAAAQIEUhaIfoCp9X+3bt26xj0ajUa9Xp+ammpdNnk8Nze3sLAwwF4HDhyYmZlJLth6Znp6ul6vD/aU+9aS1hi8b324fWt5bcetOzomQIAAAQIECBAgQIAAAQKdBATvO8k4T4BAFQTib6k99dRTzWbzG9/4RnRG8L4K09cjAQLVEYh+bRe8r87EdUqAAAECBAgQIECAAAECzWZT8N7HgAABAgQIECBAgAABAgQIECBAgAABAnkRiH9cNT5Ye/A+6m1xcTEMw3jZFQ/CMKzVav0/kX40T7lvnc1gwfvo4fY9/+sAscnJkydbN3VMgAABAgQIECBAgAABAgRWFBC8X5HFSQIEqiCwdevW6JtpYRhG/QreV2HueiRAoIIC0a/2gvcVHL2WCRAgQIAAAQIECBAgUGUBwfsqT1/vBAgQIECAAAECBAgQIECAAAECBAjkSyDOfscHaQXvm83mwYMHZ2dn45U7HUxPT/fzaPpGozE1NdVpkfj8/Pz84cOH01JebfD+ueeem5mZGRsbi+vp5+Cuu+5Kq2DrECBAgAABAgQIECBAgECJBQTvSzxcrREg0EWgNXUfPe7eE++7cHmLAAEChRaI/lZF8L7QQ1Q8AQIECBAgQIAAAQIECKxWQPB+tWKuJ0CAAAECBAgQIECAAAECBAgQIECAwLAEkrHwFIP3zWaz0WjU6/XkLm1n5ubmFhYWujR54MCBfh4gX6/X+8nwd9mo7a3+g/cPPPDAli1b2vrq8+WDDz7Ytq+XBAgQIECAAAECBAgQIEAgKfDCCy88/cZX8i1nCBAgUFaBFVP3gvdlHbe+CBAgEP3FiuC9TwIBAgQIECBAgAABAgQIVEpA8L5S49YsAQIECBAgQIAAAQIECBAgQIAAAQK5Fkgmw9MN3sfNHzx4cHZ2Nrld25m25Hyfuf10n3If19xsNrsE7wd7uH1bv0EQ/NEf/VHrjo4JECBAgAABAgQIECBAgAABAgQIEIgE4m+mhWHYZvLII4/E7+bnoK1ILwkQIEBgtQLRL+mC96t1cz0BAgQIECBAgAABAgQIFFpA8L7Q41M8AQIECBAgQIAAAQIECBAgQIAAAQKlEkj+TOqQgvfNZrPPFP3c3NzCwkKz2czqKfetA14xeL9r166ZmZmxsbGk3mrPSN23ajsmQIAAAQIECBAgQIAAAQIECBAgEAt0etZ9dEE+g/fvfOc777777rgFBwQIECCwWgHB+9WKuZ4AAQIECBAgQIAAAQIESiAgeF+CIWqBAAECBAgQIECAAAECBAgQIECAAIGSCCSD4sML3kdktVotDMPkvq1nwjD8xCc+MT4+3noyeTwxMVGr1YY6iRWD98lKBjsjdT/U2VmcAAECBAgQIECAAAECBAgQIECguALdU/fNZjMO3r8lN1/RNwlnZmaKy65yAgQIZC4Q/VrqifeZD0IBBAgQIECAAAECBAgQIDBKAcH7UWrbiwABAgQIECBAgAABAgQIECBAgACBCgls3759sAR4613DDt5H82g0GlNTU637rup4enq60WiMYLTXX3/9qgq7+OLJi19e9OpP//RPR1C/LQgQIECAAAECBAgQIECAAAECBAgUTiD+PtpTTz3Vqfg4eH/69OlO14z4fFS24P2I2W1HgEDJBKJfSwXvSzZW7RAgQIAAAQIECBAgQIBAdwHB++4+3iVAgAABAgQIECBAgAABAgQIECBAgMCAAgUK3jebzcXFxVqtFoZh/HO0/RxET7lfWloa0Ki/25577rldu3bNzMz0U1LimrcFwYeDoB4EX0689f9PeNZ9f3NwFQECBAgQIECAAAECBAgQIECAQOUEWp9136V5wfsuON4iQIBAcQWiv0cRvC/uBFVOgAABAgQIECBAgAABAgMICN4PgOYWAgQIECBAgAABAgR6C3z605++xBcBAgQIECBAoNoCP/ETP9Ep6d3/+dE88T7+493BgwdnZ2f7LG9+fv7w4cPxvcM4iCL3Y2NjfZZ08WVR5P7VIGgGwf8JgomL3/3/r8IwrPbnVPcECBAgQIAAAQIECBAgQIAAAQKVFrjssstW/L5Z68kwDP/lX/6lyzcAcxu8b+2i7bjSU9c8AQIE+hOIfuUUvO/yO6C3CBAgQIAAAQIECBAgQKB8AoL35ZupjggQIECAAAECBAhkL/DKK6+kEjNr+9EHLwkQIECAAAECxRKYn59fe8EjDt43m81Go9Fn2UP9c+eRI0duvvnmPitZ6bL/HQRn34jcN4Pg2SAIV7rGOQIECBAgQIAAAQIECBAgQIAAAQJVF3jrW9/ahSAM/9831v76r/+6+zcDixi879K1twgQIEAgFvipn/qpP/iDP+j+u4B3CRAgQIAAAQIECBAgQIBAmQQE78s0Tb0QIECAAAECBAgQyIvAsWPHgiAYGxs76osAAQIECBAgUGGBu+++O/6xpIEPRha8bzQa9Xp9w4YNqyp1enq6Xq83Go2h/kl0//7927Ztm5ycXFVtFy6+Pgh2BsG33/jfC+da/jkxMfHnf/7nFf6cap0AAQIECBAgQIAAAQIECBAgQKDSAv/0T//0dx2+vv71r19zzTXR99ImJye7fA8wt8H766+/vkNzf1fpqWueAAECfQssLS11+fXfWwQIECBAgAABAgQIECBAoHwCgvflm6mOCBAgQIAAAQIECGQvEAfvsy9FBQQIECBAgACB7AS2b9/eku8e8HBkwfuZmZkBSwyCubm5ETCfOXPmqquuGrjIILix073r1q3bv3//CFqwBQECBAgQIECAAAECBAgQIECAAIFiCSwvL8ffVXvppZc6FZ/b4P3MzEynmp0nQIAAAQIECBAgQIAAAQIECBAgQIBAUkDwPmniDAECBAgQIECAAAECaxUQvF+roPsJECBAgACBUgg8/PDDs6v8in+GNT4YQfD+5MmTv/u7vxvvONjBpz/96RE88+T2228frLyed61bt64UHzpNECBAgAABAgQIECBAgAABAgQIEEhZYNOmTdG31yYnJztl7wXvU0a3HAECBAgQIECAAAECBAgQIECAAAECGQkI3mcEb1sCBAgQIECAAAECpRYQvC/1eDVHgAABAgQIDFEgmQ8favD+wIEDyR3bzmzcuLFerzcajXq9PjU11fZu8uXCwsLwgFYM3m/btm1ycjJZyWrPrFu37mtf+9rwircyAQIECBAgQIAAAQIECJRM4OWXXz76xlfJ+tIOAQIEkgLLy8vd4/dx8H6135Qb9vWeeJ+cpjMECBAgQIAAAQIECBAgQIAAAQIECHQRELzvguMtAgQIECBAgAABAgQGFBC8HxDObQQIECBAgEDlBZI/Zjqk4P2pU6dqtdr4+Hhyx9YztVqt9Tn2i4uLtVqt9YLkcRiGbXelONUVg/fNZvPs2bP79+9fe/xe9j7FYVmKAAECBAgQIECAAAECpRfYsWNH9P+LS9+pBgkQINBsNpeXl+NvBk5OTraZCN63gXhJgAABAgQIECBAgAABAgQIECBAgEBBBQTvCzo4ZRMgQIAAAQIECBDItYDgfa7HozgCBAgQIEAgxwLxj67GB8MI3tfr9Q0bNsRbdDqYn59fkWp2drbTLfH56enper2+4u1rOdkpeB+tGcXvt23btpYE/rp169ZSoXsJECBAgAABAgQIECBAoDoCgvfVmbVOCRCIj29e9QAAIABJREFUBOKH3gdB8NJLL7Wy/MM//EP0vcFf+qVfuiNPX1/+8pdb63RMgAABAgQIECBAgAABAgQIECBAgACB7gKC9919vEuAAAECBAgQIECAwCACgveDqLmHAAECBAgQINBsxsH1+CDF4H2fT7mfmJhofcp9p7EsLi6GYRjXueJBGIa1Wq2f1Trt0na+e/C+7eIzZ848/vjjl1122Yq1dTn5sz/7s21LeUmAAAECBAgQIECAAAECBJICgvdJE2cIECi9wPLychy/n5ycjOP33/jGN6JvuJ07d670CBokQIAAAQIECBAgQIAAAQIECBAgQKDEAoL3JR6u1ggQIECAAAECBAhkJiB4nxm9jQkQIECAAIGCCyTT4GkF7xuNRp9PuX/22Wf7VDx06NDs7Gyy5rYz09PTjUajzzW7X7aq4H201NmzZ/fv379t27bJycm2wjq9PHbsWPcyvEuAAAECBAgQIECAAAECBJrNpuC9jwEBAtUUaMveRwiC99X8MOiaAAECBAgQIECAAAECBAgQIECAQPkEBO/LN1MdESBAgAABAgQIEMheQPA++xmogAABAgQIECimQDIKnkrw/sCBAzfddFNy8dYzGzdurNfrq03INxqNer0+NTXVulTyeG5ubmFhYe0zGSB4H2969uzZPuP38S0OCBAgQIAAAQIECBAgQIBAFwHB+y443iJAoNwCy8vL8fcAo4feC96Xe+K6I0CAAAECBAgQIECAAAECBAgQIFAdAcH76sxapwQIECBAgAABAgRGJyB4PzprOxEgQIAAAQLlEoh/XDU+WHvwvlarjY+PxwuueDAxMbG0tDSw5eLiYhiGK64cnwzDsFarrWWXZrO5luB91N2ZM2cef/zxyy67LC6s7eD6668f2MGNBAgQIECAAAECBAgQIFApAcH7So1bswQItAls2rQp+sba5OTkSy+9JHjf5uMlAQIECBAgQIAAAQIECBAgQIAAAQIFFRC8L+jglE2AAAECBAgQIEAg1wKC97kej+IIECBAgACBHAu0hcCDIBg4eN/PU+6DIBjgKfed/BqNRr1eT7bQdmZubm5hYaHTIt3Prz1437b+/v37t23bNjk5GRX5m7/5m20XeEmAAAECBAgQIECAAAECBDoJCN53knGeAIGKCCwvL1933XXRN9YuueSS6ODcuXMVaV+bBAgQIECAAAECBAgQIECAAAECBAiUUkDwvpRj1RQBAgQIECBAgACBjAUE7zMegO0JECBAgACBwgq0ZdQHDt73+ZT7Wq2WOlWtVgvDMNlI65kwDAfbOvXgfdT+mTNnHn/88Xe9610vv/xy6iAWJECAAAECBAgQIECAAIGyCgjel3Wy+iKQFPjP//zPD7zx1Wg0ku9W+czy8nLr9/2CIBC8r/LnQe8ECBAgQIAAAQIECBAgQIAAAQIESiAgeF+CIWqBAAECBAgQIECAQO4EBO9zNxIFESBAgAABAgURaPsp1QGC930+dn5+fv7ZZ58dksqhQ4dmZ2eTvbSdqdfrq/1J5SEF7yOH1RYzJD3LEiBAgAABAgQIECBAgEBRBATvizIpdRJYu8Dx48ejb20tLy+vfbWSrbBp06bW7/sJ3pdsvtohQIAAAQIECBAgQIAAAQIECBAgUDUBwfuqTVy/BAgQIECAAAECBEYhIHg/CmV7ECBAgAABAmUUaP0R1eh469atfTZ66tSp8fHx5AqtZyYmJgZ71HyfNbRdVqvVwjBsLSB5HIbh0tJS242dXg41eN9pU+cJECBAgAABAgQIECBAgMCKAoL3K7I4SaCUAoL33ce6vLx83XXXRd/6E7zvbuVdAgQIECBAgAABAgQIECBAgAABAgRyLiB4n/MBKY8AAQIECBAgQIBAIQUE7ws5NkUTIECAAAECORBI5tL7Cd5HT7nfsGFD8vbWM0N9yn0nvEOHDs3OzraWkTyenp6u1+v9PHBe8L6Ts/MECBAgQIAAAQIECBAgMHoBwfvRm9uRQFYCgvc95ZeXl6Pv+wne97RyAQECBAgQIECAAAECBAgQIECAAAECeRYQvM/zdNRGgAABAgQIECBAoKgCgvdFnZy6CRAgQIAAgawFkqH0nsH7AwcO3HTTTckb285s3Lixn2T7MAAajcbU1FRbPcmXc3NzCwsL3QsQvO/u410CBAgQIECAAAECBAgQGKWA4P0ote1FIFsBwft+/Ddt2hQEgeB9P1auIUCAAAECBAgQIECAAAECBAgQIEAgtwKC97kdjcIIECBAgAABAgQIFFhA8L7Aw1M6AQIECBAgkKlAMo7ePXh/6tSp8fHx5F2tZyYmJmq12tLSUoadLS4u1mq1MAxbC0seh2HYvU7B+wyHaGsCBAgQIECAAAECBAgQaBMQvG8D8ZJAiQUE7/sZ7vLy8qZNmwTv+7FyDQECBAgQIECAAAECBAgQIECAAAECuRUQvM/taBRGgAABAgQIECBAoMACgvcFHp7SCRAgQIAAgUwFkln0TsH7Pp9yX6/XM22offNGozE1NZVss+3M3Nxc+51vvBa8X5HFSQIECBAgQIAAAQIECBDIREDwPhN2mxLIREDwPhN2mxIgQIAAAQIECBAgQIAAAQIECBAgQGD0AoL3oze3IwECBAgQIECAAIHyCwjel3/GOiRAgAABAgSGI9CWPw+CIBm8P3XqVK1WS17ZeiYPT7nvJLS4uFir1cIwbC04eVyr1ZaWltoWEbxvA/GSAAECBAgQIECAAAECBDIUELzPEN/WBEYsIHg/YnDbESBAgAABAgQIECBAgAABAgQIECBAICsBwfus5O1LgAABAgQIECBAoMwCgvdlnq7eCBAgQIAAgWEKJPPnrcH7RqNRr9c3bNiQvKztzLPPPjvMMlNY+9ChQ201J19OT0/X6/VGoxHvJ3gfUzggQIAAAQIECBAgQIAAgcwFBO8zH4ECCIxMQPB+ZNQ2IkCAAAECBAgQIECAAAECBAgQIECAQLYCgvfZ+tudAAECBAgQIECAQDkFBO/LOVddESBAgAABAsMXSIbPo+B9P0+5D4JgxafED7/qwXdYXFys1WrJrtvOxH0J3g9u7U4CBAgQIECAAAECBAgQSFtA8D5tUesRyK+A4H1+Z6MyAgQIECBAgAABAgQIECBAgAABAgQIpCogeJ8qp8UIECBAgAABAgQIEHhDQPDeB4EAAQIECBAgMJhAW+A8CIKtW7f2+ZT7+fn5wTbN/K7Z2dlk421npqen6/W64H3mw1IAAQIECBAgQIAAAQIECMQCgvcxhQMCpRcQvC/9iDVIgAABAgQIECBAgAABAgQIECBAgACBSEDw3ieBAAECBAgQIECAAIH0BQTv0ze1IgECBAgQIFANgba0eRAEH/zgB5Mn285cddVVjz32WHGFGo1GvV6fmppq6yv58oYbbkieLG7jKidAgAABAgQIECBAgACBQgsI3hd6fIonsCoBwftVcbmYAAECBAgQIECAAAECBAgQIECAAAECxRUQvC/u7FROgAABAgQIECBAIL8Cgvf5nY3KCBAgQIAAgXwLJFPlPc/UarWlpaV8t9VXdYuLi7VarWe/yQv6Wt1FBAgQIECAAAECBAgQIEAgPYHXXnvt6NGj99xzz7vf+Dr6xtfZs2fT28FKBAjkS0DwPl/zUA0BAgQIECBAgAABAgQIECBAgAABAgSGJiB4PzRaCxMgQIAAAQIECBCosIDgfYWHr3UCBAgQIEBgTQLJVHmnMxs3bqzX641GY0375e/mRqNRr9enpqY6NZ48n78mVESAAAECBAgQIECAAAECJReII7it/y/16aefLnnb2iNQYYH43/rl5eUKM2idAAECBAj8X/buP8yuur4T+JmbSUIgPwQDNAHCJpSi7CNxCZBS4Alp2IK5ID/coBFZBBQEw1DpKrq2RGr7OPp0a/xBwD6VDS2sRSCyQcoitriCT+wuSMGIYQPFikyAPDjRGCa/Zs6u3vVwPef+nHvunXPufc0/nnvu98fn+/reGc+E855DgAABAgQIECBAgAABAgQIdL+A4H3377EVEiBAgAABAgQIEOi8gOB9583NSIAAAQIECHSHQPn9+jWOJ0+evGPHju5YcsVVbN++vb+/v4ZA+VsVR3CSAAECBAgQIECAAAECBAi0TyCK4Jb/fip43z5wIxOYcIHou17wfsL3QgEECBAgQIAAAQIECBAgQIAAAQIECBBoq4DgfVt5DU6AAAECBAgQIECgRwUE73t04y2bAAECBAgQaFmg/H79asdLlizZtGlTy1NlfYAnn3zy1FNPrYZQfj7rK1EfAQIECBAgQIAAAQIECHSdQBTBLf/9VPC+6/bZggi8LhB91wvev47iiAABAgQIECBAgAABAgQIECBAgAABAt0oIHjfjbtqTQQIECBAgAABAgQmWkDwfqJ3wPwECBAgQIBAXgXK79ePHU+ePPlnP/tZXhfWQt3bt2/v7++PaZS/bGFsXQkQIECAAAECBAgQIECAwHgEoghu+e+ngvfjodSHQE4Eou96wfuc7JgyCRAgQIAAAQIECBAgQIAAAQIECBAgME4BwftxwulGgAABAgQIECBAgEANAcH7GjjeIkCAAAECBAjUECi/X7/8eNmyZU8//XSNjt391j//8z+feuqp5SDlx929dqsjQIAAAQIECBAgQIAAgQwKRBHc8t9PBe8zuFNKIpCWQPRdL3ifFqlxCBAgQIAAAQIECBAgQIAAAQIECBAgkE0Bwfts7ouqCBAgQIAAAQIECORbQPA+3/unegIECBAgQGDiBMrv14+Ob7vttrGxsYkrKhMzj42N3XbbbZFJ+UEm6lMEAQIECBAgQIAAAQIECPSSQBTBLf/9VPC+lz4C1tpzAtF3veB9z+29BRMgQIAAAQIECBAgQIAAAQIECBAg0GMCgvc9tuGWS4AAAQIECBAgQKAjAoL3HWE2CQECBAgQINCFAuX36y9ZsmTTpk1duMjWlvTkk0+eeuqp5VCtjac3AQIECBAgQIAAAQIECBBoWiCK4Jb/fip437SjDgTyIxB91wve52fTVEqAAAECBAgQIECAAAECBAgQIECAAIHxCAjej0dNHwIECBAgQIAAAQIEagsI3tf28S4BAgQIECBAoJpAdL/+3LlzPeW+mtLY2Nihhx4aWVVr5jwBAgQIECBAgAABAgQIEGiTQBTBjX45DYJA8L5N2oYlkAWB6Lte8D4L26EGAgQIECBAgAABAgQIECBAgAABAgQItE9A8L59tkYmQIAAAQIECBAg0LsCgve9u/dWToAAAQIECLQmEATB5MmTBwYGfvazn7U2Upf33r59+8DAQH9/fxD4V+4u32vLI0CAAAECBAgQIECAQAYFogiu4H0Gd0dJBNohEH3XC963g9eYBAgQIECAAAECBAgQIECAAAECBAgQyI6AWxKzsxcqIUCAAAECBAgQINA9AoL33bOXVkKAAAECBAh0VmDJkiWbNm3q7Jw5nu3JJ5889dRTc7wApRMgQIAAAQIECBAgQIBAPgWiCK7gfT43UNUEmhaIvusF75u204EAAQIECBAgQIAAAQIECBAgQIAAAQK5EhC8z9V2KZYAAQIECBAgQIBATgQE73OyUcokQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEmhaIIriC903b6UAgnwLRd73gfT43UNUECBAgQIAAAQIECBAgQIAAAQIECBBoVEDwvlEp7QgQIECAAAECBAgQaFxA8L5xKy0JECBAgAABAgQIECBAgAABAgQIECBAgACBfAlEEVzB+3xtnGoJjFsg+q4XvB+3oY4ECBAgQIAAAQIECBAgQIAAAQIECBDIhYDgfS62SZEECBAgQIAAAQIEciYgeJ+zDVMuAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0LBAFMEVvG/YTEMC+RaIvusF7/O9kaonQIAAAQIECBAgQIAAAQIECBAgQIBAPQHB+3pC3idAgAABAgQIECBAoHkBwfvmzfQgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE8iEQRXAF7/OxYaok0LJA9F0veN+ypQEIECBAgAABAgQIECBAgAABAgQIECCQaQHB+0xvj+IIECBAgAABAgQI5FRA8D6nG6dsAgQIECBAgAABAgQIECBAgAABAgQIECBAoK5AFMEVvK9rpQGB7hCIvusF77tjQ62CAAECBAgQIECAAAECBAgQIECAAAEC1QQE76vJOE+AAAECBAgQIECAwPgFBO/Hb6cnAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkG2BKIIreJ/tjVIdgdQEou96wfvUTA1EgAABAgQIECBAgAABAgQIECBAgACBTAoI3mdyWxRFgAABAgQIECBAIOcCgvc530DlEyBAgAABAgQIECBAgAABAgQIECBAgAABAlUFogiu4H1VI28Q6C6B6Lte8L67NtZqCBAgQIAAAQIECBAgQIAAAQIECBAgEBcQvI+LeE2AAAECBAgQIECAQOsCgvetGxqBAAECBAgQIECAAAECBAgQIECAAAECBAgQyKZAFMEVvM/mBqmKQOoC0Xe94H3qtgYkQIAAAQIECBAgQIAAAQIECBAgQIBApgQE7zO1HYohQIAAAQIECBAg0CUCgvddspGWQYAAAQIECBAgQIAAAQIECBAgQIAAAQIECCQEhoaG3pT4+ud//udEQycIEOgSAcH7LtlIyyBAgAABAgQIECBAgAABAgQIECBAgEA9AcH7ekLeJ0CAAAECBAgQIECgeQHB++bN9CBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIIsCgvdZ3BU1ESBAgAABAgQIECBAgAABAgQIECBAoA0CgvdtQDUkAQIECBAgQIAAgZ4XELzv+Y8AAAIECBAgQIAAAQIECBAgQIAAAQIECBAgkJrAe9/73sBXkwJnnnlmahtgIAI9L/DCCy/st99+/f39TX4jak6AQPoC//qv/7pnz56e/7EEgAABAgQIECBAgAABAgQIECBAoF0CgvftkjUuAQIECBAgQIAAgV4WELzv5d23dgIECBAgQIAAAQIECBAgQIAAAQIECBAgkK6A4P04YouC9+l+CI1GIAzDD33oQ+P4ZtSFAIHUBVauXOmHEgECBAgQIECAAAECBAgQIECAAIE2CQjetwnWsAQIECBAgAABAgR6WkDwvqe33+IJECBAgAABAgQIECBAgAABAgQIECBAgECqAoL344gsCt6n+hk0GIFfCtx///0f9UWAwIQKLFmyJAgCwfvQFwECBAgQIECAAAECBAgQIECAQNsEBO/bRmtgAgQIECBAgAABAj0sIHjfw5tv6QQIECBAgAABAgQIECBAgAABAgQIECBAIGUBwXvB+5Q/UoYjQIAAgXwK/Pmf/7ngfT63TtUECBAgQIAAAQIECBAgQIAAgdwICN7nZqsUSoAAAQIECBAgQCBHAoL3OdospRIgQIAAAQIECBAgQIAAAQIECBAgQIAAgYwLCN4L3mf8I6o8AgQIEOiMgOB9Z5zNQoAAAQIECBAgQIAAAQIECBDoZQHB+17efWsnQIAAAQIECBAg0C4Bwft2yRqXAAECBAgQIECAAAECBAgQIECAAAECBAj0noDgveB9733qrZgAAQIEKggI3ldAcYoAAQIECBAgQIAAAQIECBAgQCBVAcH7VDkNRoAAAQIECBAgQIDArwQE730QCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbQEBO8F79P6LBmHAAECBHItIHif6+1TPAECBAgQIECAAAECBAgQIEAgFwKC97nYJkUSIECAAAECBAgQyJmA4H3ONky5BAgQIECAAAECBAgQIECAAAECBAgQIEAgwwLJ4P1ZZ52V4XonoLRLL700Fs4/88wzJ6AOUxIgQIAAgXYKCN63U9fYBAgQIECAAAECBAgQIECAAAECvxQQvPc5IECAAAECBAgQIEAgfQHB+/RNjUiAAAECBAgQIECAAAECBAgQIECAAAECBHpVQPC+7s4L3tcl0oAAAQIEukBA8L4LNtESCBAgQIAAAQIECBAgQIAAAQIZFxC8z/gGKY8AAQIECBAgQIBALgUE73O5bYomQIAAAQIECBAgQIAAAQIECBAgQIAAAQKZFBC8r7stgvd1iTQgQIAAgS4QELzvgk20BAIECBAgQIAAAQIECBAgQIBAxgUE7zO+QcojQIAAAQIECBAgkEsBwftcbpuiCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAJgUE7+tui+B9XSINCBAgQKALBATvu2ATLYEAAQIECBAgQIAAAQIECBAgkHEBwfuMb5DyCBAgQIAAAQIECORSQPA+l9umaAIECBAgQIAAAQIECBAgQIAAAQIECBAgkEkBwfu62yJ4X5dIAwIECBDoAgHB+y7YREsgQIAAAQIECBAgQIAAAQIECGRcQPA+4xukPAIECBAgQIAAAQK5FBC8z+W2KZoAAQIECBAgQIAAAQIECBAgQIAAAQIECGRSQPC+7rYI3tcl0oAAAQIEukBA8L4LNtESCBAgQIAAAQIECBAgQIAAAQIZFxC8z/gGKY8AAQIECBAgQIBALgUE73O5bYomQIAAAQIECBAgQIAAAQIECBAgQIAAAQKZFBC8r7stgvd1iTQgQIAAgS4QELzvgk20BAIECBAgQIAAAQIECBAgQIBAxgUE7zO+QcojQIAAAQIECBAgkEsBwftcbpuiCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAJgUE7+tui+B9XSINCBAgQKALBATvu2ATLYEAAQIECBAgQIAAAQIECBAgkHEBwfuMb5DyCBAgQIAAAQIECORSQPA+l9umaAIECBAgQIAAAQIECBAgQIAAAQIECBAgkEkBwfu62yJ4X5dIAwIECBDoAgHB+y7YREsgQIAAAQIECBAgQIAAAQIECGRcQPA+4xukPAIECBAgQIAAAQK5FBC8z+W2KZoAAQIECBAgQIAAAQIECBAgQIAAAQIECGRSQPC+7rYI3tcl0oAAAQIEukBA8L4LNtESCBAgQIAAAQIECBAgQIAAAQIZFxC8z/gGKY8AAQIECBAgQIBALgUE73O5bYomQIAAAQIECBAgQIAAAQIECBAgQIAAAQKZFBC8r7stgvd1iTQgQIAAgS4QELzvgk20BAIECBAgQIAAAQIECBAgQIBAxgUE7zO+QcojQIAAAQIECBAgkEsBwftcbpuiCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAJgUE7+tui+B9XSINCBAgQKALBATvu2ATLYEAAQIECBAgQIAAAQIECBAgkHEBwfuMb5DyCBAgQIAAAQIECORSQPA+l9umaAIECBAgQIAAAQIECBAgQIAAAQIECBAgkEkBwfu62yJ4X5dIAwIECBDoAgHB+y7YREsgQIAAAQIECBAgQIAAAQIECGRcQPA+4xukPAIECBAgQIAAAQK5FBC8z+W2KZoAAQIECBAgQIAAAQIECBAgQIAAAQIECGRSQPC+7rYI3tcl0oAAAQIEukBA8L4LNtESCBAgQIAAAQIECBAgQIAAAQIZFxC8z/gGKY8AAQIECBAgQIBALgUE73O5bYomQIAAAQIECBAgQIAAAQIECBAgQIAAAQKZFBC8r7stgvd1iTQgQIAAgS4QELzvgk20BAIECBAgQIAAAQIECBAgQIBAxgUE7zO+QcojQIAAAQIECBAgkEsBwftcbpuiCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAJgUE7+tui+B9XSINCBAgQKALBATvu2ATLYEAAQIECBAgQIAAAQIECBAgkHEBwfuMb5DyCBAgQIAAAQIECORSQPA+l9umaAIECBAgQIAAAQIECBAgQIAAAQIECBAgkEkBwfu62yJ4X5dIAwIECBDoAgHB+y7YREsgQIAAAQIECBAgQIAAAQIECGRcQPA+4xukPAIECBAgQIAAAQK5FBC8z+W2KZoAAQIECBAgQIAAAQIECBAgQIAAAQIECGRSQPC+7rYI3tcl0oAAAQIEukBA8L4LNtESCBDIhcDjjz9+8cUXX3HFFbmoVpEECBAgQIAAAQIECBBIV0DwPl1PoxEgQIAAAQIECBAg8EsBwXufAwIECBAgQIAAAQIECBAgQIAAAQIECBAgQCAtAcH7upKC93WJNCBAgACBLhAQvO+CTbQEAgQyLjA6OnrGGWcEv/p6+umnM16t8ggQIECAAAECBAgQINAOAcH7dqgakwABAgQIECBAgECvCwje9/onwPoJECBAgAABAgQIECBAgAABAgQIECBAgEB6AoL3dS0F7+sSaUCAAAECXSAgeN8Fm2gJBAhkVmDXrl233XbbscceW0rdB4GkSWb3SmEECBAgQIAAAQIECLRXwK9D7fU1OgECBAgQIECAAIHeFBC87819t2oCBAgQIECAAAECBAgQIECAAAECBAgQINAOAcH7uqqC93WJNCBAgACBLhAQvO+CTbQEAgSyJvAv//IvAwMDBxxwQJS3Lx2ceOKJWStVPQQIECBAgAABAgQIEOiMgOB9Z5zNQoAAAQIECBAgQKC3BATve2u/rZYAAQIECBAgQIAAAQIECBAgQIAAAQIECLRTQPC+rq7gfV0iDQgQIECgCwQE77tgEy2BAIFMCbzjHe8oFAqxyH3p5V133ZWpUhVDgAABAgQIECBAgACBjgkI3neM2kQECBAgQIAAAQIEekhA8L6HNttSCRAgQIAAAQIECBAgQIAAAQIECBAgQIBAmwUE7+sCC97XJdKAAAECBLpAQPC+CzbREggQyILA6Ojohg0bzjjjjIqR+yAI5s+fv2/fviyUqgYCBAgQIECAAAECBAh0XkDwvvPmZiRAgAABAgQIECDQ/QKC992/x1ZIgAABAgQIECBAgAABAgQIECBAgECuBFasWJGrehVL4DcEBO9/g6PSC8H7SirOESA/Epy3AAAgAElEQVRAgEC3CQjed9uOWg8BAhMhMDIy8ju/8zvVIvel81/84hcnojRzEiBAgAABAgQIECBAIBMCgveZ2AZFECBAgAABAgQIEOgyAcH7LttQyyFAgAABAgQIECBAgAABAgQIECBAIO8CpVvnxe/zvo89W7/gfd2tF7yvS6QBAQIECHSBgOB9F2yiJRAgMFECAwMD+++/f+28fendG264YaKKNC8BAgQIECBAgAABAgSyICB4n4VdUAMBAgQIECBAgACBbhMQvO+2HbUeAgQIECBAgAABAgQIECBAgAABAgRyLhDdW//Od74z50tRfi8KCN7X3XXB+7pEGhAgQIBAFwgI3nfBJloCAQKdF3jssccuvvji6J8F6h5s3bq180WakQABAgQIECBAgAABAtkRELzPzl6ohAABAgQIECBAgED3CAjed89eWgkBAgQIECBAgAABAgQIECBAgAABAl0hUH5jfVcsyCJ6S0Dwvu5+C97XJdKAAAECBLpAQPC+CzbREggQ6KTA6OjoKaecUv4PAo0cd7JCcxEgQIAAAQIECBAgQCCDAoL3GdwUJREgQIAAAQIECBDIvYDgfe630AIIECBAgAABAgQIECBAgAABAgQIEOgugdi99StWrOiu9VlN5gRefvnlgw8+eNmyZbfcckvrxQne1zUUvK9LpAEBAgQIdIGA4H0XbKIlECDQAYHBwcG5c+fG/h2gwZfnnntuByo0BQECBAgQIECAAAECBLIsIHif5d1RGwECBAgQIECAAIG8Cgje53Xn1E2AAAECBAgQIECAAAECBAgQIECAQJcKlO6wLxQK/f39peN3vvOdXbpWy8qEwMUXXxzlOk455ZQ1a9Zs3bp13JUJ3telE7yvS6QBAQIECHSBgOB9F2yiJRAg0FaB5557bmBgIPpdbBwHjzzySFsrNDgBAgQIECBAgAABAgSyLyB4n/09UiEBAgQIECBAgACB/AkI3udvz1RMgAABAgQIECBAgAABAgQIECBAgEBXC5Tutp8yZcrGjRujO++7esUWN8ECfX190SetdFAoFMYdvxe8r7udgvd1iTQgQIAAgS4QELzvgk20BAIE2idwwQUXFAqF2C9i1V5Onjw5+dbixYvbV56RCRAgQIAAAQIECBAgkBcBwfu87JQ6CRAgQIAAAQIECORJQPA+T7ulVgIECBAgQIAAAQIECBAgQIAAAQIEekCgdD/9lClTwjCMHnq/YsWKHli6JU6AwK5du5IRjtKZSZMmLVu27JZbbmmqLMH7ulyC93WJNCBAgACBLhAQvO+CTbQEAgRSFxgdHd2wYcMZZ5xR7bew5PkNGzYcd9xxyfN333136uUZkAABAgQIECBAgAABArkTELzP3ZYpmAABAgQIECBAgEAOBATvc7BJSiRAgAABAgQIECBAgAABAgQIECBAoJcESvfTl4L3YRhu3LhR/L6X9r+ja92yZct+++2XjHBUPFMoFNasWbN169baJQre1/YJw1Dwvi6RBgQIECDQBQKC912wiZZAgEBaAtu2bRscHJw7d27FX7WSJ6+44opnnnmmNPuyZcuSDW666aa0ajMOAQIECBAgQIAAAQIEci0geJ/r7VM8AQIECBAgQIAAgYwKCN5ndGOURYAAAQIECBAgQIAAAQIECBAgQIBArwqUbqmPgvel7H10n/2KFSt6Fca60xc477zzoo9WgweTJk1atmzZK6+8Uq0awftqMtF5wfuIwgEBAgQIdLGA4H0Xb66lESDQlMDAwMD+++/f4C9chxxyyOrVq8vH7+vrS/b9xS9+Ud7GMQECBAgQIECAAAECBHpWQPC+Z7fewgkQIECAAAECBAi0UUDwvo24hiZAgAABAgQIECBAgAABAgQIECBAgEDzAqVb6suD92EYRg+9DwI3kDRvqkcVgUcffXTGjBnJFEfdM6X4/S233JJM4AveV8F+/bTg/esWjggQIECgewUE77t3b62MAIFGBR577LGLL7647q9XUYM1a9a89tprsdGjd8sPYm28JECAAAECBAgQIECAQM8K+O+mPbv1Fk6AAAECBAgQIECgjQKC923ENTQBAgQIECBAgAABAgQIECBAgAABAnkQmD59evn969k5juFt3Lgxit977n0Mx8tWBGbOnNnix75QKJxyyilbt24NwzCV4P2mTZtWr169YMGCVtbV1r4rV6486KCDLr744j179jQ7keB9s2LaEyBAgEAeBQTv87hraiZAoHWB11577eabbz766KPH8UvWW9/61lgB1113XXKcK664ItbMSwIECBAgQIAAAQIECPSsgOB9z269hRMgQIAAAQIECBBoo4DgfRtxDU2AAAECBAgQIECAAAECBAgQIECAQB4E8hK8D8NQ9j4PH6j81fid73yn9ex9EASl+P1JJ50US4acddZZjaNs2rRpwYIF0QhDQ0ON9+1ky0isFL/fsGFD4wl8wftO7pS5CBAgQGCiBATvJ0revAQITKDAJz7xiYMPPjj6dabZg5UrV5YXv3379uj3jmioQqGwefPm8maOCRAgQIAAAQIECBAg0MsCgve9vPvWToAAAQIECBAgQKBdAoL37ZI1LgECBAgQIECAAAECBAgQIECAAAECOREoBe9nzpx5ZDa+ovvpK/pt3LixdoOKvZwkUFsgrex99OEsP2gweP9P//RPhx12WHnHIAjWrl1bu/KJejdWZxAEBx98cIPFCN43CKUZAQIECORaQPA+19uneAIExiFw1113JX9NaOrMX/zFX5TP+5nPfCbZ/dxzzy1v45gAAQIECBAgQIAAAQI9LiB43+MfAMsnQIAAAQIECBAg0BYBwfu2sBqUAAECBAgQIECAAAECBAgQIECAAIH8CJSC99dcc01GSo5urK9WT39/f6nNihUrqrVxnkCzAo8++uiMGTOij1+KBw0G74eHh6dMmRKbd+nSpc0upDPtY3WWXjY4teB9g1CaESBAgECuBQTvc719iidAYHwCzz777J133vmRj3xk2bJlFX9lqH3y4Ycf/ulPf/rQQw9t3rx59+7dyT9MFgTBI488Mr7a9CJAgAABAgQIECBAgEBXCgjed+W2WhQBAgQIECBAgACBCRYQvJ/gDTA9AQIECBAgQIAAAQIECBAgQIAAgYkT+E4vfd155523VPmaOnVqEAQ5Ct6HYbhx48Yofn/CCSdUWdkt//2///de2mRrTUHggAMOqB4FuTwIbguCs4MgHo+v3uX1dwqFwpo1a7Zu3VrjZ966dete7/Droww+9H79+vW/ru71/x0cHKyxtPK3BO/LNRwTIECAQLcKCN53685aFwEC4xB48cUXN2zYsHr16oMPPvj1XyGqH1122WULFy5Mvn/33XePY3ZdCBAgQIAAAQIECBAg0MUCgvddvLmWRoAAAQIECBAgQGDCBATvJ4zexAQIECBAgAABAgQIECBAgAABAgQmWiB5D3cXn5k5c2bt1eUreB+G4f/8n/+z9oqCIDjiiCPqttGAQDMCo0EQBsFwK/H7U045pVr8Pi8PvV+5cmUSbcuWLQ3+UBe8bxBKMwIECBDItYDgfa63T/EE8i4wOjr6wgsvPPLII5/97Gf/+I//+Kqrrlrxq69isbhixYpLLrlkYGDgxhtvvOeeex5//PFXX321k+t99tln77zzzpNPPrlQKCR/rSid2X///ZNvHXXUUfv27etkqeYiQIAAAQIECBAgQIBA9gUE77O/RyokQIAAAQIECBAgkD8Bwfv87ZmKCRAgQIAAAQIECBAgQIAAAQIECLQs8I1vfGPFihXJ27i7+Ez3Be/DMKy7X4L3dYk0aFLgiV8F70vZ+88GwfQmu///5v/+3//773//+xV/khWLxdiYhUJhaGioYuMJOTkyMpL8ebJo0aLGixG8b9xKSwIECBDIr4DgfX73TuUEciqwY8eOf/zHf/z0pz993HHHTZkyJfZrRe2Xp5566lVXXXXLLbc88cQTnVn+oYceWruk5Ltf/OIXO1ObWQgQIECAAAECBAgQIJAjAcH7HG2WUgkQIECAAAECBAjkRkDwPjdbpVACBAgQIECAAAECBAgQIECAAAEC6QmsXbs2CIKzzjorvSFzPNL06b8MD+frifd/+Id/WLoLv1AofO1rX8uxvtIzJpBMd/z6zJQguK3FB903kp8fHh7+9Yyv/+/SpUuz49Ti4+7DMBS8z85uqoQAAQIE2icgeN8+WyMTIFAS2L59+9lnn13x4fCv/y7RwtH73//+hx56KPWHzG/evHnOnDnjqMu+EyBAgAABAgQIECBAgEBSQPA+aeIMAQIECBAgQIAAAQKtCgjetyqoPwECBAgQIECAAAECBAgQIECAAIEcCgjel29a7oL3Uvfl2+c4RYEbbrihevzjwCBo7qGR0VDHHnvsyy+/3HidUcfooFAoNN69rS1bf9y94H1bN8jgBAgQIJAdAcH77OyFSgh0n8CGDRvOPffcqVOnRr8ytO/g4IMPXrVqVVqG407dT506Na0ajEOAAAECBAgQIECAAIFuEhC876bdtBYCBAgQIECAAAECWREQvM/KTqiDAAECBAgQIECAAAECBAgQIECAQAcFBO/LsXMXvI8SBZ51X76PjlsUqJm6jz504zk466yzmqqt4hxNjdC+xuvXr0+WNzg42NSMnnjfFJfGBAgQIJBTAcH7nG6csglkXGDbtm2rV69OXpO3+8zixYtvu+22PXv2tOgzvmfdB0Fw5ZVXtji17gQIECBAgAABAgQIEOhKAcH7rtxWiyJAgAABAgQIECAwwQKC9xO8AaYnQIAAAQIECBAgQIAAAQIECBAgMBECgvfl6sVisd336I9v/PIiS8eedZ80caZ1gbQi96eccsqaNWve+c53xj7wzQbvK35LDg0Ntb7S1keYOXNmbHWLFi1qdljB+2bFtCdAgACBPAoI3udx19RMILMCP/rRjwYGBmKX4hPy8pBDDlm9evX27dubtarxrPvly5dv2LChxnLOO++8ZqfTngABAgQIECBAgAABAj0iIHjfIxttmQQIECBAgAABAgQ6KiB431FukxEgQIAAAQIECBAgQIAAAQIECBDIhoDgfWwfatzgPoFvxYqUuo+BeJmWQIsf8kKhUIrcl+p573vfGxuw2eD9unXrYiMEQbB27dq01tvKOMnCmn3cfRiGgvetbIG+BAgQIJAXAcH7vOyUOglkXOCVV165/PLL+/v7k5fijZw55JBDjj322NNOO23Fr77e8573rFixolgs/u7v/u7RRx/dyAgV28yePXvv3r2N09VO3e/atWvbtm0VJyqdfPTRRxufS0sCBAgQIECAAAECBAj0lIDgfU9tt8USIECAAAECBAgQ6JCA4H2HoE1DgAABAgQIECBAgAABAgQIECBAIEsCgvex3XgwS1+lG+snT55cXmSUug+C4Gtf+1r5W44JtCLQyuPuJ02atHTp0pdffrm8gNaD98PDw1OmTInFTpYuXVo+y0Qdx6oKgmDLli3NFiN436yY9gQIECCQRwHB+zzumpoJZE1gdHT0oIMOSl6E1zhTKBQuuuiiwcHB+++//+mnn669oldfffXxxx+/8847zznnnLlz59YYNvnWcccd12AevkbqPgiCXbt2lYqcN29ecpYgCE488cTaq/AuAQIECBAgQIAAAQIEellA8L6Xd9/aCRAgQIAAAQIECLRLQPC+XbLGJUCAAAECBAgQIECAAAECBAgQIJBhAcH7DG9OWLrVfsqUKeVFRvffFwqF8vOOCbQi8IlPfCL6aDV1sHTp0rVr18Yi96VKWg/eh2FYLBZj9RQKhaGhoVYW23rfkZGRWFVBMJ4bugTvW98LIxAgQIBA9gUE77O/RyokkHGBxx577KSTTkpegVc809fX99GPfvTv//7vh4eHx72u559//vbbb288gd/X13fppZe+8sortWecM2dOxZqDIFi+fHnU9/zzz6/Y7J577onaOCBAgAABAgQIECBAgACBmMB4/jtNbAgvCRAgQIAAAQIECBAgEBMQvI+BeEmAAAECBAgQIECAAAECBAgQIECgFwQE77O8y6Vb7aPgffSs+0Kh4Fn3Wd64PNb22muvLViwoGK6I3ayUCiccsopjUTfUwneDw8PT506NVbDhD/0fuXKlbGSBO/z+LFXMwECBAh0RkDwvjPOZiHQlQJPPvlk8sI7eea3f/u3t27d2j6Bxx9//Kqrrpo1a1Zy6tiZd7zjHdu3b09WUuNZ98uXL4+edV/q+MADD8SGLb1MDusMAQIECBAgQIAAAQIECEQCgvcRhQMCBAgQIECAAAECBFITELxPjdJABAgQIECAAAECBAgQIECAAAECBPIjIHif5b0q3VtfCt5L3Wd5p7qjtr//+7+vmO6ITk6aNKnaw+0rCqQSvM/gQ+9HRkZmzpwZsZQOFi1aVBGh9klPvK/t410CBAgQ6A4Bwfvu2EerINB5gS996UvTpk2LXXjHXp522mkPPPDA2NhYB8rbuXPnTTfdFCsg+XLBggX/+3//7/J6aqTugyCIpe7DMHzllVeSw86ePbt8TMcECBAgQIAAAQIECBAgEBMQvI+BeEmAAAECBAgQIECAQAoCgvcpIBqCAAECBAgQIECAAAECBAgQIECAQN4EBO+zvGOlW+1LwfvotnvPus/yluW9tuhjVn5QesT9mjVrGnnKfblAWsH7devWlddTOl67dm35XJ08Xr9+fbKewcHBcdQgeD8ONF0IECBAIHcCgve52zIFE5hwgZ///Ofvfve7k1fdsTOnnHJK50u97bbb3vSmN8Uqib3s7+8v/1sAc+bMiTWIXi5fvrziEqIG0cHq1asrtnSSAAECBAgQIECAAAECBEoCgvc+CQQIECBAgAABAgQIpC8geJ++qREJECBAgAABAgQIECBAgAABAgQIZF5A8D7LWxTdYV86KBQK9957b5YLVlveBT73uc+VPmzNPty+4sLTCt5n6qH3KT7uPgxDwfuKnxwnCRAgQKDLBATvu2xDLYdAuwX+1//6X7HfhWMvFyxY0O4aGhl/zZo106dPj9VW/vLEE0/cuHFjtdT98uXLk8+6j+YtHycIgg984APRWw4IECBAgAABAgQIECBAoKKA4H1FFicJECBAgAABAgQIEGhJQPC+JT6dCRAgQIAAAQIECBAgQIAAAQIECORTQPA+y/tWfqt9oVDwrPssb1Z31LZv377LLrts7dq1L7/8cusrSjF4n52H3qf4uHvB+9Y/Y0YgQIAAgVwICN7nYpsUSSAjAt/85jdnzJhR/rtw+fHkyZMHBgZ27NiRkWp/8pOfXHzxxeUVxo77+/tjZ6KXNVL3YRhGzYIgKBQKTz/9dEaWrAwCBAgQIECAAAECBAhkVkDwPrNbozACBAgQIECAAAECORYQvM/x5imdAAECBAgQIECAAAECBAgQIECAwHgFBO/HK9eJfuW32kvdd0LcHKkKpBi8Hx4eLv92KB0vXbo01XobGmzlypXJSrZs2dJQ50QjT7xPkDhBgAABAl0oIHjfhZtqSQTaI/C3f/u3kydPTl5vl84sWbLk//yf/9OemVsade7cudVqrnZ++fLltacs73j++efXbuxdAgQIECBAgAABAgQIEPjlnzCjQIAAAQIECBAgQIAAgdQFBO9TJzUgAQIECBAgQIAAAQIECBAgQIAAgewLCN5neY+iW+0LhUKW61QbgYoCKQbvY498LH1rdP77YmRkZObMmdE3Zulg0aJFFZffyEnB+0aUtCFAgACBvAsI3ud9B9VPoGMCfX19sYvt6GWhUNi3b1/HKmlqopdffvnMM8+MSq17sHz58tqPuw/DcN68edE4jz76aFP1aEyAAAECBAgQIECAAIHeFBC87819t2oCBAgQIECAAAEC7RUQvG+vr9EJECBAgAABAgQIECBAgAABAgQIZFJA8D6T2/L/iwqCoFAoeNZ9lvdIbTUE0g3eT506NUqeRAc1Zm/HW+k+7j4MQ8H7dmyTMQkQIEAgawKC91nbEfUQyKDAXXfdNWnSpOg6v/zg93//97du3ZrBmpMlffvb3y6vPHncSOS+NOyf/dmflbrfc889yYmcIUCAAAECBAgQIECAAIGkgOB90sQZAgQIECBAgAABAgRaFRC8b1VQfwIECBAgQIAAAQIECBAgQIAAAQI5FBC8z/KmSd1neXfUVlcg3eB9sVhMBleGhobqlpFig+Tj7oOgpfu4BO9T3B1DESBAgEBmBQTvM7s1CiOQEYGHH354v/32S17tl87s2bMnI3U2Usab3/zmagsJgqDug+6jKR544IHSOPv27YtOOiBAgAABAgQIECBAgACBGgIt/QebGuN6iwABAgQIECBAgACBXhYQvO/l3bd2AgQIECBAgAABAgQIECBAgACBnhUQvM/y1t97771ZLk9tBGoLpBu8X7duXTLBsnbt2to1pPtusgDB+3SFjUaAAAECXSkgeN+V22pRBNISePLJJ9/whjdUvNIOgmBgYCCtiTozzqGHHlptLUEQ/PznP2+wjG3btpXGabC9ZgQIECBAgAABAgQIECAgeO8zQIAAAQIECBAgQIBA+gKC9+mbGpEAAQIECBAgQIAAAQIECBAgQIBA5gUE7zO/RQokkFeBdIP3YRgmH3pfKBQ69tD7kZGRZIRm0aJFrWyPJ963oqcvAQIECORFQPA+LzulTgKdF9izZ0/yGjsIgv7+/ttvv73z9bQy4+bNm+fMmVNxOeUn/+RP/qTBWc4///zVq1c32FgzAgQIECBAgAABAgQIEBC89xkgQIAAAQIECBAgQCB9AcH79E2NSIAAAQIECBAgQIAAAQIECBAgQCDzAoL3md8iBRLIq0DqwfuJfej9+vXrywMzpePBwcFWtkfwvhU9fQkQIEAgLwKC93nZKXUS6LzAddddl7zGDoLgr//6rztfTCszNpi6D4KgUCh84xvfaGSuv/iLv3jppZcaaakNAQIECBAgQIAAAQIECIRhKHjvY0CAAAECBAgQIECAQPoCgvfpmxqRAAECBAgQIECAAAECBAgQIECAQOYFBO8zv0UKJJBXgdSD98PDw1OnTo0lc5YuXdoZoJUrV8amDoJgy5YtrcwueN+Knr4ECBAgkBcBwfu87JQ6CXRY4Otf/3pfX1/yGjsIcpaVaDx1X1rsIYcc8uKLL9bVHhkZqdtGAwIECBAgQIAAAQIECBCIBHL2y2RUtwMCBAgQIECAAAECBLIsIHif5d1RGwECBAgQIECAAAECEyLwk5/85KabbvrzP//zD3/4w1dcccWNN974uc997mtf+9qEFGPSiRXYu3fv3/zN33ziE5+4/ldfN9544x133PH4449PbFVmJ0CAQCoCgvepMBqEAIGkQOrB+zAMi8ViLJlTKBSGhoaSs6d7ZmRkZObMmbGpFy1a1OIsgvctAupOgAABArkQELzPxTYpkkCHBX784x+/8Y1vjF1gl15effXVHS6mxenmzJlTcSFBEMyaNaviW6effnqLk+pOgAABAgQIECBAgAABAjEBwfsYiJcECBAgQIAAAQIECKQgIHifAqIhCBAgQIAAAQIECBDIs8Bzzz33R3/0R4cddljFO+Eqnvx3/+7fpbjiPXv2/MEf/EFyoqeffjrFWZJDJWdctWpVslmNM/Pnz08Oct9999XoEntr/fr1yRFKZ04++eRY406+PO6446oVVn7+xBNPbLGqp556qnzA0nGLY+pOgACBBgUE7xuE0owAgWYF2hG8Hx4eTl41deCh9+143H0YhoL3zX6otCdAgACBPAoI3udx19RMoN0Cyav6IAje8pa3vPbaa+2eOsXxazzrvlgs7tq1KwzD73//+xUX2+5/9k9xmYYiQIAAAQIECBAgQIBALgQE73OxTYokQIAAAQIECBAgkDMBwfucbZhyCRAgQIAAAQIECBBIVeDRRx8tFAoVb4CrffK9733v9u3bU6nl/e9/f8W52n0HXnLSzgfvL7jggmQZpTN9fX2p8DY7yN69ez/0oQ9Vqyp5fvXq1aOjo83OErW///77k2NG7zogQIBAWwUE79vKa3ACvSzQjuB9GIbJq6ZCodBW5zY97l7wvq27ZnACBAgQyI6A4H129kIlBDIi8NJLLyWv6oMg+OEPf5iRChspo0bqPgiCUuq+NE7FxS5ZsmRsbKyRibQhQIAAAQIECBAgQIAAgUYEBO8bUdKGAAECBAgQIECAAIHmBATvm/PSmgABAgQIECBAgACB7hI477zzKt791sjJo48++sUXX2zR49Of/nS1uXoheD916tRqyw+CCfhPY7t37z777LNrlFTxrYsuumjc2fvrrrsuOWaLHyrdCRAg0KCA4H2DUJoRINCsQMeC9+2+Yly/fn3yUm1wcLBZkGR7T7xPmjhDgAABAt0nIHjffXtqRQRaFHj3u9+dvMBu91V9izUnu8+ZM6fiKoIgKBaL5e3f8573VGz5la98pbyZYwIECBAgQIAAAQIECBBoRWAC7i5qpVx9CRAgQIAAAQIECBDIhYDgfS62SZEECBAgQIAAAQIECLRJoJXgfemeuVaeTvPd73634o13pZO9ELyvsfwgCB555JE27Xu1YWvXU/vdO++8s9qwFc//8Ic//E//6T9VHLNieycJECCQuoDgfeqkBiRAoCTQpuB9sVhMXjsNDQ21j33mzJnJGVOZTvA+FUaDECBAgEDGBQTvM75ByiPQSYHdu3e/+c1vTl5dH3300a+99lonK2llrhrPui8Wi+XPuo9meeyxxyZNmpRc+LXXXhu1cUCAAAECBAgQIECAAAECrQgI3reipy8BAgQIECBAgAABApUFBO8ruzhLgAABAgQIECBAgEBvCLQevP+7v/u78VE9//zzhx56aPKWu+hM1wfvt2zZEi224sGVV145Ptvx9frxj39csYwGT86ePbv2vNdff/2VV1550UUXnX766QcffI6YVZkAACAASURBVHCNYWuP410CBAikJSB4n5akcQgQiAm0KXi/bt265BXU2rVrY7On+DI5XVpP4xS8T3GbDEWAAAECmRUQvM/s1iiMQOcFPv/5z1e8un7wwQc7X8z4ZqyRug+CoGLqvjTRNddck1x7f3//+MrQiwABAgQIECBAgAABAgRiAoL3MRAvCRAgQIAAAQIECBBIQUDwPgVEQxAgQIAAAQIECBAgkFuBGsH7Aw444N/8m3+zaNGiWbNmJW+Mi87Mmzdv9+7dzQIMDw8fe+yx0SAVD7o+eL969eqKC49OHnjggTVuWGzWvG77d7/73dHU5Qf9/f0nn3zypZdeeskll5x00kkVn1BUal97ivIxax/XHse7BAgQSEtA8D4tSeMQIBATaFPwfnh4eOrUqbHrqKVLl8ZmT/FlbK7Sy1TGF7xPhdEgBAgQIJBxAcH7jG+Q8gh0UuDII49MXl2/853v7GQNLc41Z86c5BJKZ4rFYo3Bf/azn1XsWKOLtwgQIECAAAECBAgQIECgcQHB+8attCRAgAABAgQIECBAoFEBwftGpbQjQIAAAQIECBAgQKAbBcqD91OmTPmHf/iHsbGxags95phjKt4hd/XVV1frUvH85ZdfXnGc2MnuDt5/5zvfia234stzzz23omHqJ6+77rqKBXzuc5+rOFfFxp/5zGcqNi6drNil4skag3iLAAECKQoI3qeIaSgCBMoF2hS8D8Owkw+9X79+ffJSbXBwsHyl4z4WvB83nY4ECBAgkCMBwfscbZZSCbRVYN++fclL6//yX/5LWydNcfAaz7ovFouN/OnY3//9308KXHPNNSkWaSgCBAgQIECAAAECBAj0rIDgfc9uvYUTIECAAAECBAgQaKOA4H0bcQ1NgAABAgQIECBAgEDmBaLg/dvf/vYtW7bUrvdf/uVfpk2blrxD7uijj67dMfZucoSKZ7o7eP+BD3yg4qpjJ6dMmbJt27YYYOovR0dHDzvssNjUQRDUiP3/3u/9XrL9W9/61hq1JdtXO1NjEG8RIEAgRQHB+xQxDUWAQLlA+4L3nXzo/cqVK5NXa3V/ZSh3qHEseF8Dx1sECBAg0DUCgvdds5UWQqBFgTvuuCN5ab13794Wh+1M99ZT92EYPvHEE319fTGEadOmbd26tTOrMAsBAgQIECBAgAABAgS6WEDwvos319IIECBAgAABAgQITJiA4P2E0ZuYAAECBAgQIECAAIEMCNxwww3FYvGhhx5qsJaKcfFp06Y12D0Mw69+9auxG+yqvezi4P2uXbsOOuig5MInTZqUPPnFL36xcd7xtXz00UeT8wZB8P3vf7/agN/85jcrdqmRxarYvuLJapM6T4AAgXQFBO/T9TQaAQKRQPuC92EYFovF2BVUoVAYGhqKZk/lYGRkZObMmbGJFi1alMrgYRgK3qclaRwCBAgQyLKA4H2Wd0dtBDomMDY29pa3vCV2aR0E+YhF1EjdB0HQyLPuI+fkLzJBEHzkIx+JGjggQIAAAQIECBAgQIAAgfEJ5OM3zPGtTS8CBAgQIECAAAECBCZKQPB+ouTNS4AAAQIECBAgQIBAHgXuuuuu5D2CQRBs3769keVs3Lhx2rRpFUdInuzi4P0999yTXO+//bf/9oILLkieX7x4cSO2rbT5xCc+kZx34cKFNcYcHR2dO3dustfatWur9Uo2rnam2gjOEyBAIF0Bwft0PY1GgEAk0Nbg/bp165IXUTWuwaKqmjpYv359cpbBwcGmBqnRWPC+Bo63CBAgQKBrBATvu2YrLYRAKwIPPvhg8tJ6zpw5rYzZsb5z5sxJFl86UywWmyrju9/9bnKoWbNm7dy5s6lxNCZAgAABAgQIECBAgACBmIDgfQzESwIECBAgQIAAAQIEUhAQvE8B0RAECBAgQIAAAQIECPSMwD/8wz8kb48LgmDbtm11Dd785jcn+06dOvXb3/52xWf+dHHwfsqUKUmKf/3Xf921a9cb3vCG5Ft/8id/Upe3lQZvfOMbk5M+9NBDtcf8yle+kux19NFH1+4Vezc5Ql4e9xRbiJcECORRQPA+j7umZgK5EGhr8L7aQ+9TlGn34+498T7FzTIUAQIECGRZQPA+y7ujNgKdEXjppZcmT54c+yfQN77xjTt27Gi9gDVr1kyZMqX1cSqOUONZ98Visaln3UfjV/yPC6eddlrUwAEBAgQIECBAgAABAgQIjENA8H4caLoQIECAAAECBAgQIFBHQPC+DpC3CRAgQIAAAQIECBAgUCZw++23x24TDIKgr69v3759Za0qHO7ZsyfZMQiC22+/PQzDXgveV6Qoqb3vfe9Lvjt//vwKpumdSs4YBMHQ0FDtGTZt2pTsOHny5D179tTuWP5ucgTB+3IfxwQItFVA8L6tvAYn0MsC7Q7eV3zofYrg7X7cveB9iptlKAIECBDIsoDgfZZ3p0dq+9a3vtUjK83sMtesWZP898/Vq1e3XvCqVatKIw8MDIyOjrY+YPkINVL3QRCML3VfGn/RokUxkL6+vvKpHRMgQCDLAl//+tezXJ7aCBAgQIAAgZ4VELzv2a23cAIECBAgQIAAAQJtFBC8byOuoQkQIECAAAECBAgQ6DqBP/zDP4zdGBcEweGHH153oZdeemmyYxSxFryPKB5++OEaUHWdx9cgOeOBBx5Yd6g9e/ZMmTIl2feZZ56p2zdqkOweUURtHBAgQKBNAoL3bYI1LAEC7Q7eDw8PJy+iUmRfuXJlcvxnn302xSmSvx2ceeaZKY5vKAIECBAgkAUBwfss7EKP13DttdcODw/3OMLELv/kk0+OXVoXCoUf/ehHLVa1Y8eO8mHPO++8nTt3tjhmefc5c+aUj19+XCwWy1s2e3zLLbeUj1Y6bnYQ7QkQIDBRAv39/RM1tXkJECBAgAABAjUEBO9r4HiLAAECBAgQIECAAIFxCgjejxNONwIECBAgQIAAAQIEek/gW9/6VvKuuCAIPv3pT9fA+Lu/+7u+vr5kxyVLluzevbvUMSPB+5kzZy5o5qu/vz+5rvvuu6+GRhiGN9xwQ7LXBRdcEPVKvhsEwcjISNQg9YPkjKeffnojsyxcuDDZ9y//8i8b6Vtqk+wueN+4npYECLQoIHjfIqDuBAhUE2h38D4Mw+RF1Nq1a6vV09T5Djzu3hPvm9oRjQkQIEAgvwKC9/ndu66p/Nprrw2CYPbs2eL3E7Knn//855PX7V/5yldaKebJJ5884ogjksMGQXDYYYe1MnKpb41n3ReLxVaedR/Vliz++eefj951QIAAgSwL9P3q69Zbb81ykWojQIAAAQIEelBA8L4HN92SCRAgQIAAAQIECLRdQPC+7cQmIECAAAECBAgQIECgWwROO+205F1xfX19W7ZsqbbE73znO/vtt1+y1zHHHPPqq69GvTISvE/WOY4ztYP3Y2NjCxYsSA57zz33RBrJd4MguOuuu6IGqR8kZ3zHO97RyCzLli1L9v3Yxz7WSN9Sm2R3wfvG9bQkQKBFAcH7FgF1J0CgmkAHgvdTp06NXUctXbq0Wj1Nne/A4+4F75vaEY0JECBAIL8Cgvf53buuqbwUvA+C4NBDD92xY0fXrCsvCznrrLNiF+1BELS4EQcccEByzOjM//gf/6MVnBqp+yAIUkndV/wjYjfffHMrZetLgACBjgmU/s54X1/f3/7t33ZsUhMRIECAAAECBOoKCN7XJdKAAAECBAgQIECAAIGmBQTvmybTgQABAgQIECBAgACBXhWIbuArPzjllFNqeBx88MHljUvHs2fPjmX1eyd4/8gjjyRBDjzwwPLbFitqvP3tb6/h3OJbyZLe9773NTLmf/gP/yHZ95prrmmkb6lNsrvgfeN6WhIg0KKA4H2LgLoTIFBNoAPB+2KxGLuOKhQKQ0ND1Upq/PzMmTNjI7fj8uzSSy+NzXLmmWc2XqSWBAgQIEAgFwKC97nYpu4uMgrel7L33b3YDK5u2rRpsYveFi+t16xZkxyw/MykSZO+8IUvjI+iduq+WCyOb9hkr+RvHG39p+9kAc4QIEBg3AKl4H0QBH19feMeREcCBAgQIECAQOoCgvepkxqQAAECBAgQIECAAIFQ8N6HgAABAgQIECBAgAABAo0IbN68ufwevuj4q1/9arXuP/3pT6Nm5QePPvporEvFqPnTTz8da5buy/KSUjyu/cT7K664IjnX+9///vKlDQ4OJttMnjx527Zt5c1SPE5Ot2rVqkbGv+iii5J9L7vsskb6ltoku7d4+2njU2tJgAABwXufAQIE2iTQgeD9unXrktdRa9eubX1FyWHbcXkmeN/6ThmBAAECBLIvIHif/T3q+grLg/dBEAwPD3f9kltZ4MZffY2NjbUySHnfFC+t9+3bt2rVqooDJk8ODAyUl9Hg8Zw5c5JDlc4Ui8Xyvxvb4IDVmp1//vmxiWbMmLF3795q7Z0nQIBAdgSi4H0QBLfeemt2ClMJAQIECBAg0OMCgvc9/gGwfAIECBAgQIAAAQJtERC8bwurQQkQIECAAAECBAgQ6CKBPXv2LFu2LHYzXOlloVCottBLLrmkYpdPfvKTyS5NBe9vvvnmBU1+VXx+e8XyWj9ZI3h/9913J8efN2/e6OhozGTJkiXJlieddFKsWenlhRde2KTHgjvuuKN8qORcH/nIR8obVDu+8sork33PPvvsau2T55Pd25HsSs7rDAECBMIwFLz3MSBAoE0CHQjeh2HYjofej4yMJC/PFi1alDqU4H3qpAYkQIAAgQwKCN5ncFN6raRS8H7//fc/8sgjS5d5s2fPFr+v9jEovxI+4ogjBgYGHnnkkWqNGzlfPmDp+C1veUsjHWNtjj/++ORQtc8sXLjwhRdeiI1T7WWNZ92nG7kvFfD8888ni//c5z5XrTznCRAgkB2BUvD+jDPOKP0c6+vrE7/Pzu6ohAABAgQI9LKA4H0v7761EyBAgAABAgQIEGiXgOB9u2SNS4AAAQIECBAgQIBAtwhceOGFyTvhSmc+/OEPV1zlJz/5yYpd3vve91Zs31Tw/lOf+lTFwWucPOecc5Lz1mjfyls1gvfnnntucuSPfvSjydr+6q/+KtkyCILNmzcnG5966qkVG9c4efPNN5ePk2z58Y9/vLxBteOKz1latmxZtfbJ88mpBe+TSs4QINAmAcH7NsEalgCBzgTv2/HQ+/Xr1ycvzwYHB1PfU8H71EkNSIAAAQIZFBC8z+Cm9FpJpeD99OnTd+/eXZ697zWHRtb75JNPJq+EgyAoxe/HxsYaGaS8zdjYWHLAq666qrxNI8ePPfZYcpzozGGHHRYdxw7mzZv31FNP1Z2iRuo+CIIUH3RfXsnhhx8eq/Zd73pXeQPHBAgQyKZAKXh/xx13/Omf/mnp55jsfTZ3SlUECBAgQKDXBATve23HrZcAAQIECBAgQIBAJwQE7zuhbA4CBAgQIECAAAECBHIrMDo6GrsHLnp5wgknVLvxrnTrSdSydLB06dLdu3dXlOiF4P22bdumTJkSMwmCYNOmTUmTn/70p1OnTk02rpiHb0fw/mMf+1iyquSZD3zgA8kily9fnmxZ7Uyyu+B9NSvnCRBIXUDwPnVSAxIgUBLoTPB+eHg4ecW4dOnSVnZh5cqVycuzZ599tpUxK/YVvK/I4iQBAgQIdJmA4H2XbWgelxMF78Mw3L17d3Sl56H3sd0cHR098cQTI5/kwbx58zZu3NhU/H7Lli3JcW6//fbY1LVfPvDAAzNmzEiOUzozMDCwZ8+eau8GQTB9+vQafyW2NPWcOXOqjVAsFmuXN+533/Wud8UmfdOb3jTu0XQkQIBAxwSi4H0YhtHPsb6+vo4VYCICBAgQIECAQEUBwfuKLE4SIECAAAECBAgQINCSgOB9S3w6EyBAgAABAgQIECDQvQJjY2Mf/OAHoxtHYgff/e53qy396quvjjUOguDggw+u1j4Mw4wE71etWlWjyORb8+fPT6602r2MixcvTjZevXr1T6t83Xrrrcn2FUPp7QjeX3vttcn1Js+85z3vSRZ5ySWXJFtWO5PsXnGN1bo7T4AAgVYEBO9b0dOXAIEaAp0J3odhmO5D7zv2uPswDAXva3x+vEWAAAECXSMgeN81W5nfhZQH70vZ+/Ln3ovfl3Z269atb3jDGyr+K2XFk0ccccTAwMAjjzxSO4d/4403xrofcMABo6OjDX6c9u3bF+te/nLGjBnl4zz44IMzZ84sb1B+PDAwUHHeGs+6LxaL1f7kbvm84z7+5je/WV5h6fjxxx8f94A6EiBAoDMC5cH7MAw9974z7GYhQIAAAQIE6goI3tcl0oAAAQIECBAgQIAAgaYFBO+bJtOBAAECBAgQIECAAIHeELjuuuuSd7+VzkybNq2GQcXg/axZsxZU/6r4KPgjjjgi6rF48eJoxk996lPVCqt2/pxzzom6RwfJxm0N3ienG9+ZqP7ooB3B+6uvvjoav8bBhRdemFxFg31Lwya7C97XAPcWAQLpCgjep+tpNAIEIoGOBe+Hh4eTV1Pjfuh9xx53L3gffVQcECBAgEB3Cwjed/f+5mJ1seC97H3FXfubv/mb5EV1I2fmzZu3cePGavH75F8s/d3f/d2KBSRP7tix4+yzz65Ww/z583/wgx/Eej311FPz5s2r1uVtb3vbz3/+8/IuNVL3QRC0NXUfhuErr7ySLPXOO+8sr9AxAQIEMigQC97L3mdwj5REgAABAgR6U0Dwvjf33aoJECBAgAABAgQItFdA8L69vkYnQIAAAQIECBAgQCCfAldeeWXy1rfSmSlTptx///01llUxeF9ttAbP/9Zv/VY0Y48H70dGRiKK0kE7gvf/8T/+x9gsFV+eeeaZyR388Ic/XLFxxZPJ7oL3FaGcJECgHQKC9+1QNSYBAmEYdix4H4Zh8mqqUCiMYxdGRkaSD8lctGjROIZqpIsn3jeipA0BAgQI5F1A8D7vO9gF9SeD96XsfXQNOXv27C5YZutLSD6dPiKqezBv3rzrrrsuGb9P/pttg//i+uKLLx5//PHV5l28ePFLL71UcclDQ0PVegVBsHDhwvJec+bMqda4WCyWt2zT8UEHHRQr4FOf+lSb5jIsAQIE0hJIBu9j2fu0JjIOAQIECBAgQKApAcH7prg0JkCAAAECBAgQIECgIQHB+4aYNCJAgAABAgQIECBAoJcERkZGYje9RS/7+/vvvvvu2hiC90mfsbGxyLDFg+STf5I3cdad4uabby4vMtn+7LPPLm9Q7XjRokXJvn/2Z39WrX3yfLK74H1SyRkCBNokIHjfJljDEiAwscH78V1NrV+/PnlhNjg42KbdFLxvE6xhCRAgQCBTAoL3mdqOzhQze/bsyVn6KhQKQRD09fXFln/kkUdG137Dw8Oxd3vz5eDgYGQyjoMjjjhiYGDgkUceiRL4hx12WGyc1atX17V98sknjzjiiFjH8pc7d+6sMcjb3/728sax4+9973ulvps3b469Fb0sFovtftx9qYbkHxe48sorayzNWwQI9KDAFVdckaX/U/1lLaWfln/0R38U247op+itt94ae8tLAgQIECBAgEAHBATvO4BsCgIECBAgQIAAAQI9JyB433NbbsEECBAgQIAAAQIECFQXGBoaWrhwYXSDSOxgw4YN1bu+/k67g/evz9TaUWx1QRCsWrWqqSHnz5+fHOS+++5LDvL+978/2XJ8ZyZPnvzKK68kp2jlTLKS3/7t36474Ojo6LRp05J9H3vssbp9owbJ7uOLikUDOiBAgEDjAoL3jVtpSYBAUwKdDN4Xi8XkBdXQ0FBTBYdhmHzcfVuvygTvm90g7QkQIEAgjwKC93nctRZrnjJlSvLabMLPJIP3pefeR/H72bNni9+HYdhi9r58o5Op+yAIHnzwwdofsDVr1pQPUn7c39+/du3a2t2jd7/0pS+V9y0/njRpUsUr/yAIOha5L9U5MDBQXlgQBIsXL46W4IAAAQJhGJ5//vmxHxQZefnBD34wuUF/+qd/Wiqvr69P/D7p4wwBAgQIECDQVgHB+7byGpwAAQIECBAgQIBAjwoI3vfoxls2AQIECBAgQIAAAQKVBBYsWFDttpVZs2ZV6lHhnOB9DGVkZOQNb3hDNdhxnP/85z8fm6LFl8kaJk2aNDIyUnvYZ599NtkxCIKf/exntTuWv1txhPIGjgkQINA+AcH79tkamUCPC3QyeL9u3brkBVXjmZxop5KDCN5HOA4IECBAgMD4BATvx+eW616l4P0f/MEfDGbja+7cuRWfeF9C3r17d3n2PtfyaRWfYvY+eYF9++23P1b9q8Y/qs+aNeuhhx5qao3Tp09PFlD7TFoPun/hhReqr/L1d6688spYPYcffvg/deqrKUyNCRCYKIFS8H7GjBnZ+D/VX1ZR+sFVMXgfhqHs/UR9VMxLgAABAgQICN77DBAgQIAAAQIECBAgkL6A4H36pkYkQIAAAQIECBAgQCCfAt/97ndj97pFLw899NAnnniiwWXVuEcwGrDZg9/6rd9qcPbGmyVraNMT77/61a8m52rlzIknntj4MhtpWfHB9d/73vdq97333nuTq2h2p5IjtDXiVXtF3iVAoNcEBO97bcetl0DHBDoZvB8eHp46dWrsmmrp0qXNLjY2Qulls4M03t4T7xu30pIAAQIE8isgeJ/fvRt35aXg/Sc/+clxj5Bux7e+9a01gvel595H14Eeel/Cv/HGGyOTjBxs2rSp2Q/GE088cfjhhzdef7FYbHaKau0POOCAxuedqJbVineeAIFMCZSC983+V6e2LqH0U6ta8D4Mw+jHWl9fX1srMTgBAgQIECBAoFxA8L5cwzEBAgQIECBAgAABAukICN6n42gUAgQIECBAgAABAgTyLDA4OFgoFKLbQWIHL774YlOL27Zt23NNfh1zzDGxSYMg+MY3vhEN86Mf/aipGhppnJyxHcH7V155ZfLkycm5br311tef71P96Jvf/GbFrfnP//k/N7LGBttcc801yQqXLVtWu/uxxx6b7HXDDTfU7hV7NzmC4H2MyEsCBNonIHjfPlsjE+hxgU4G78MwbP2h9+vXr09elQ0ODrZvHwXv22drZAIECBDIjkD7gvcPP/zw+3xNnMBpp512TJWvvr6+IAhyFLwPw3Dnzp1z584tXQ329/f/zu/8TsXFrVy5cuLIOz3zSSedlLw8/vWZyUEQBsGmIFgdBAt+fbJd/3vBBRfs3Llz3D/WfvGLX7z97W+vXVyxWEzlWff79u2r+I/MtWefqHc7/ZEyHwECNQUq/v/OMcccM2PGjCAI8hW8D8Pw4x//eOmHW19f31133TXun+E6EiBAgAABAgQaFxC8b9xKSwIECBAgQIAAAQIEGhUQvG9USjsCBAgQIECAAAECBLpU4H3ve1+N+9t+7/d+rwPrfstb3pKs4emnn27r1MkZ2xG8/8IXvpCcaO7cufv27WtwdUuWLEmOcOSRR46OjjY4Qt1m99xzT3KKSZMmvfTSS9X6/uAHP0h2CYLg4Ycfrtal4vmKg1Rs6SQBAgRSFxC8T53UgAQIlAQ6HLxv/aH3K1euTF6VPfvss+3bUMH79tkamQABAgSyI9Cm4P3OnTs/+9nPJv+/25mOCUybNq32XPkK3sey99WWNn/+/Gpv9d75e3+VvQ+DYDQIrg2Cw9okcP3117f+L8D79u2rXV4qqfswDJcvX157Iu8SIEBgfAK5C95H2fvp06f/+Mc/zs6lqUoIECBAgACBLhYQvO/izbU0AgQIECBAgAABAhMmIHg/YfQmJkCAAAECBAgQIEAgAwLDw8M17nS58MILX3vttQ6U2cXB+4rPR/rQhz7UuOott9xScY+ajbjXmHHHjh0V7xj+yEc+Uq1XMisVBMHs2bP37t1brUvF8xWXVrGlkwQIEEhdQPA+dVIDEiBQEuhw8D4Mw2KxGLusKhQKQ0NDjezIyMjIzJkzY90XLVrUSN9xt0leTJ555pnjHk1HAgQIECCQTYE2Be8nT54c+z9uLzssUPGf0cpryF3wftu2bQcddFD5EpLHgvdlJv/46+D9SBBcHATxa+myluM/7O/vT+sn26xZs2rU8YUvfKH1iV588cUaU3iLAAECrQjkMXh/2WWXBUEwZcqUJ554ovWfsUYgQIAAAQIECNQVELyvS6QBAQIECBAgQIAAAQJNCwjeN02mAwECBAgQIECAAAEC3SKwePHiaje7HH/88YNNfo2MjIwbpouD9xWFm4U655xzkuPMmjWr2XFqtH/ooYeSUwRBcNBBB8V6jY2NrVu3rmLj733ve7HGdV9WHKduLw0IECCQioDgfSqMBiFAICnQ+eB9xT+ntXTp0mRtyTOdf9x9GIaC98mNcIYAAQIEuk+g3cH77hPrghVNmTIlCIJ8Be+jyP28efN2797dBbvQ4hLGxsYq/ovlr072/+oR9zOqN0jhnfnz5//gBz9ocRWl7ps3b54zZ04jNb3tbW8b34wPPPBA8s94NTLjxLYZ32L1IkCgwwLnn39+EAT5Ct6XIvelH3EbNmzosJjpCBAgQIAAgZ4VELzv2a23cAIECBAgQIAAAQJtFBC8byOuoQkQIECAAAECBAgQyLbAwoULU7y/7dVXXx33crs1eF/tNs1mof7bf/tvFXeq2XFqtB8bG6v2eTjhhBM+/vGP/9f/+l+//OUvf/jDHz7mmGMqFhMEdf5b3oJKXxWHqtRwwb59+2rU7y0CBAiMQ0DwfhxouhAg0IhA54P3YRgmL6sKhULdaifkcfeC93X3RQMCBAgQ6A4Bwfvu2MemVpG74P22bduiy0ip+zAMx8bGVq1aFZl0/mDx4sUvvfRSU5+6ao0bT92Xljk0NFRtqGrn16xZM2nSpM4rtT5jtRU5T4BApgTyGLyPfkA18m8ymdJWDAECBAgQIJBrgTo36+R6bYonQIAAAQIEYNFaMQAAIABJREFUCBAgQGCiBATvJ0revAQIECBAgAABAgQITLhAtaB1dF9IUweC9yWu++67L9rZb33rWxUNowYNHvziF79IZZza0z344IMVZ2nwZN27iBocp1qzvXv31q7fuwQIEGhWQPC+WTHtCRBoUCAjwfu6fxcpDMP169cnr74GBwcbXOm4m3ni/bjpdCRAgACBHAkI3udos9IqtRS8X7x48VXZ+Jo9e3YQBH19fRUXuG3btvLH3Vds01Mnx8bGrrnmmuTlcVpnvva1rz1X72vXrl2pmDebug+CYN68eU899VTjs+/bt6+GzKxZs+69994ay01SL1iw4PlOfTW+TC0JEJhAgVLwfv/9978qM1+ln3sf/OAHK7JEj7svFAoed1+RyEkCBAgQIECgTQKC922CNSwBAgQIECBAgACBnhYQvO/p7bd4AgQIECBAgAABAr0tIHgfuzVw1apVTX0i5s+fHxshCILy4P3ll1+ebLBo0aKmZik1To4TBMHLL788jqFqdKk4S4Mn6+o1OE61ZoL3NTbOWwQIjE9A8H58bnoRIFBXYEKC91OnTk1eR9UtdeXKlclezz77bN2OLTYQvG8RUHcCBAgQyIWA4H0utindIkvB++T11cSeqRi8j6XuPe4+DMNkFHzcG3fMMcck+z7wwAPpft5qjDZnzpxkAaUzRx11VLW3pk+fXv6P2zXG37FjxznnnFNtnMMPP/yJJ56o0T0Mw1WrVsW6n3zyybW7eJcAgV4TKAXvYz8rsvCyYvBe6r7XPp/WS4AAAQIEMiUgeJ+p7VAMAQIECBAgQIAAgS4RELzvko20DAIECBAgQIAAAQIEmhcQvI/doFM3Oh4zrh28v/POO2PjB0FQKBR+8pOfxMZp5GXp+VSxAceX4a8x3ZYtWw477LDYLHVfvvnNb37ppZdqDFt6q+44tRsI3tcV1oAAgWYFBO+bFdOeAIEGBSYkeL9u3brk1dRNN91Uo+Z77rkn2aUDj7sPw1Dwvsa+eIsAAQIEukZA8L5rtrKphXz5y1+ekZmv0h8CKBQKsSVED7oPgkDkPgzD1p91f+yxx65evfqZZ56JqOfNmxe72P7jP/7j6N32Hfzwhz+slrovFou7du0qTT1z5sxYeeUvR0dHa1R4xBFHlDeOHe/cubNG3+it4447Ltbx6quvjt51QIAAgUggM/+n+stCSj+4rr/++qi80kH0A82D7mMyXhIgQIAAAQKdERC874yzWQgQIECAAAECBAj0loDgfW/tt9USIECAAAECBAgQIFAmIHgf3QpTOkg3eH/22WfHxg+CYOnSpWU70MThVVddlRwtCIIf/OAHTYzSQNPnnnvurW99a8W5Kp5csmRJI6n7MAwrdm/8pOB9A7unCQECzQkI3jfnpTUBAg0LTEjwfnh4OPnQ+9NPP71G1e9617uSF2MdeNy94H2NTfEWAQIECHSTgOB9N+1mTtdy7bXXBkEwffr08vq3bdsWXQTOmzev/K3ePB4bG0s+fT0iqnuwaNGiin+7asmSJbG+F110UbuFa6TugyCIUvdhGD711FPJPw0QFfy2t73t5z//ecVqH3jggahZ8mBgYKBir+TJZPL/M5/5TLKZMwQIEMiUQF9fXxAEd9xxR3lV5c+6Lz/vmAABAgQIECDQMQHB+45Rm4gAAQIECBAgQIBADwkI3vfQZlsqAQIECBAgQIAAAQK/KSB4H7s1MMXg/csvvzx58uTY+EEQ/NVf/dVvbkKjr7797W8nR/t/z6T62Mc+1ugQDbd77bXXkqmtirNPnz698Tx8xREaP9n4RA0vVEMCBHpdQPC+1z8B1k+gbQITErwPwzD5h58KhcLQ0FC1hSazLkHQobuzPPG+2qY4T4AAAQLdJCB43027mdO1JIP327Ztix53P2/ePI+7D8Pwr//6rxv/J8rylosWLXruueeqfTYuueSS8sZBEBx//PHVGqd1vtqz7oMgKBaLsVmGhoYWLVoUKzJ6uXDhwhdeeCHWZc2aNZMmTYralB/09/ffdNNNsfbVXv7kJz8p71s6vvvuu6u1d54AAQIZEUgG78tT9x53n5FtUgYBAgQIEOhBgQ79p50elLVkAgQIECBAgAABAr0sIHjfy7tv7QQIECBAgAABAgQIECBQQ2Dfvn0bN268/PLLzzjjjEW/+jrzzDOvuOKKv/zLvxwdHa3R0VsECBDIhYDgfS62SZEE8igwUcH7Zh96n8y6CN7n8fOmZgIECBDIrIDgfWa3pncKiwXvRe6rbf1tt91W8do4dvLYY49dvXp1tUFi5zds2BDrHgTBpk2bYs3SelnjWffFYrH8WfexGa+//vpkndGZ++67r9R+x44d0cnkweGHHx4btvbLz3zmM7FBpkyZ4s9A1EbzLgECWRAoD95Hkfv/96dVRO6zsDtqIECAAAECvSwgeN/Lu2/tBAgQIECAAAECBNolIHjfLlnjEiBAgAABAgQIECBAgAABAgQIEMiwgOB9hjdHaQTyLTBRwfumHno/MjISy7oEQXDCCSd0ht4T7zvjbBYCBAgQmFgBwfuJ9Td7GIblwftt27ZFl38SzrGPx9jY2NKlSyOf5EHth9vHRiu9/NGPfpQc58tf/nLFxi2erJG6D4KgRuq+NO+XvvSl/v7+ZLVBEEyaNOkLX/jCiy++ePzxx1dsEATBSSed9NJLLzW1hPPPPz822nHHHdfUCBoTIEBgQgTKg/fRz7FCoTAhxZiUAAECBAgQIBAJCN5HFA4IECBAgAABAgQIEEhNQPA+NUoDESBAgAABAgQIECBAgAABAgQIEMiPgOB9fvZKpQRyJjCBwfuKz+q86aabkoL33HNPdI94dPDpT3862bIdZwTv26FqTAIECBDImoDgfdZ2pAfriYL327ZtK3/cfQ9S1F3yM888E10Vlx+sXr36mWeeqds92WBsbKx8nNLxZZddlmzZ4pnaqftisdjI+F//+teT1UZnZs6cGR3HDt7xjnfs3LmzkSmiNmNjY4ccckhsnIsvvjhq4IAAAQKZFYiC99Hj7guFgsfdZ3a/FEaAAAECBHpHQPC+d/baSgkQIECAAAECBAh0TkDwvnPWZiJAgAABAgQIECBAgAABAgQIECCQGQHB+8xshUIIdJvABAbvh4eHp06dGguxnH766Unid73rXbFmQRA8++yzyZbtOCN43w5VYxIgQIBA1gQE77O2Iz1YTyl4v99++x144IGla7+jjjpq7969PUjRyJLLL4+PPfbYcUfuo7nKBywdH3PMMdG7aR3MmTMnOVHpTLFYrPu4+6iMefPmVRun2vmBgYHR0dFohAYPNm/enBzw5ptvbrC7ZgQIEJhAgVLwfuHChaWfY5MmTXrggQcmsB5TEyBAgAABAgRKAoL3PgkECBAgQIAAAQIECKQvIHifvqkRCRAgQIAAAQIECBAgQIAAAQIECGReQPA+81ukQAJ5FZjA4H0Yho089H5iH3cfhqHgfV4/3OomQIAAgWYEBO+b0dK2LQKl4H0Uct69e3dbpumWQb///e8/99xzKa4mki8/SHH8Gs+6bypyH5X0i1/84txzzy2vttrxjBkz7r///qhjUwfLly+PDXvQQQeNI8Df1KQaEyBAIBWBUvC+9EPMg+5TITUIAQIECBAgkIqA4H0qjAYhQIAAAQIECBAgQOA3BATvf4PDCwIECBAgQIAAAQIECBAgQIAAAQK9ISB43xv7bJUEJkBgYoP3w8PDsRxLEASxh95P7OPuBe8n4ENpSgIECBCYCAHB+4lQN+dvCJQH74866qjfeM+L9gvMmDEjeWWe1rQ1UvdBEDT+oPtYPfv27bv++uuTZZefOfzww5944olYx8Zf7r///uWjBUFw4YUXNt5dSwIECEygQBS8nzRp0gSWYWoCBAgQIECAQExA8D4G4iUBAgQIECBAgAABAikICN6ngGgIAgQIECBAgAABAgQIECBAgAABAnkTELzP246pl0BuBCY2eB+GYSzHEgRBoVCI+EZGRmbOnBlrc8IJJ0QNOnDgifcdQDYFAQIECEy4gOD9hG+BAqLg/VFHHbV3714gHRY477zzYlfdQRC8+uqrqZTxf9m788AoysP/45MNkHAkAqISQVAQQQ5BE7CCSlA8Ew6DCF5I7U+8wcpXUTwQ0QqpIlhRolUIpYIoHhyWFsUDBZV4oaJi8AgGuQwkEEJINvP7frv16TjPs7P37OzsO3+0zz77nK/ZnazsfDJZWVny4L6avLy8CKdITU31N7imadu3b49kfHnkZ599NpIB6YsAAgjYJuAL3qempv7jH/+wbVImQgABBBBAAAEEAgoQvA9IRAMEEEAAAQQQQAABBBAIWYDgfchkdEAAAQQQQAABBBBAAAEEEEAAAQQQQCDxBQjeJ/4xZAcIOFQg7sH7tLQ0Oc0isOJ+u3vueC+OBQUEEEAAAXcLELx39/FNiN1NmDChQ4cOtbW1CbFa9y1y586djRo1Mn0yHzRoUIQ7tbjXfV5eXtj3ujetauPGjR06dDAtfvz48V6v19QypIe7d+82jalpJERCIqQxAgjEUyAlJWXZsmXxXAFzI4AAAggggAACKgH+s0qlQh0CCCCAAAIIIIAAAghEJkDwPjI/eiOAAAIIIIAAAggggAACCCCAAAIIIJCQAgTvE/KwsWgEEkEg7sH7/Px8Oc2ybds2H558u3v7sy7c8T4RXsisEQEEEEAgUgGC95EK0j9igQkTJpC6j1gxogHOOuss0yfzlJSUb775JuxBLVL3mqZFK3XvW962bduMi58zZ07YyxYdZ86caRzTVxbPUkAAAQQcLpCWlubwFbI8BBBAAAEEEEhOAYL3yXnc2TUCCCCAAAIIIIAAArEVIHgfW19GRwABBBBAAAEEEEAAAQQQQAABBBBAwJECBO8deVhYFAJuEIh78L64uFhOs4icjPwUwXs3vOzYAwIIIICA8wQI3jvvmCTdikpKSpJuzw7b8Ny5c+WP3//zP/8T9jKzsrLkAX01eXl5YQ/rr+OwYcN8g2dkZPhrE3x9Q0ND9+7dTev3eDzBj0BLBBBAIL4C77//fnwXwOwIIIAAAggggIBSgOC9koVKBBBAAAEEEEAAAQQQiEiA4H1EfHRGAAEEEEAAAQQQQAABBBBAAAEEEEAgMQUI3ifmcWPVCCSAQNyD97quyze993g827Ztq6mpMQVdNE3LycmxmZU73tsMznQIIIAAAnERIHgfF3YmRcBpAmPGjJE/gU+bNi3UdVrc6z4vLy+697o3rW3//v2mmvAe9u/fX6ZYsmRJeKPRCwEEEEAAAQQQQAABBBBAwCdA8J5XAgIIIIAAAggggAACCERfgOB99E0ZEQEEEEAAAQQQQAABBBBAAAEEEEAAAccLELx3/CFigQgkqoATgvf+bnq/dOlSOesyY8YMm60J3tsMznQIIIAAAnERIHgfF3YmRcBpAmvXrpU/gR9++OEhrTOOqfuQ1mnRePXq1bLDEUccUVtba9GLpxBAAAEEEEAAAQQQQAABBAIKELwPSEQDBBBAAAEEEEAAAQQQCFmA4H3IZHRAAAEEEEAAAQQQQAABBBBAAAEEEEAg8QUI3if+MWQHCDhUwAnB+z179qSlpZmSLbm5uaNHjzZVappWWlpqMyXBe5vBmQ4BBBBAIC4CBO/jws6kCDhQQHmn9+DXaZG61zQtpve6D36RAVsOHDhQ/i+RqVOnBuxIAwQQQAABBBBAAAEEEEAAAWsBgvfWPjyLAAIIIIAAAggggAAC4QgQvA9HjT4IIIAAAggggAACCCCAAAIIIIAAAggkuADB+wQ/gCwfAecKOCF4r+t6fn6+Kdni8XgyMjJMlTk5OfZTEry335wZEUAAAQTsFyB4b785MyLgTIFXX33V9CFc07QDBw4EudqsrCy5u68mLy8vyEHi2+ydd96Rt5CZmVlRURHfhTE7AggggAACCCCAAAIIIOACAYL3LjiIbAEBBBBAAAEEEEAAAccJELx33CFhQQgggAACCCCAAAIIIIAAAggggAACCMRegOB97I2ZAYEkFXBI8H7Pnj1yuEWusf9297quE7xP0vcG20YAAQSSTIDgfZIdcLaLgJWA/Dm8SZMmX3/9tVUfXbe4131eXl6i3Ote13V5+5qm7dixw3r7PIsAAggggAACCCCAAAIIIBCMAMH7YJRogwACCCCAAAIIIIAAAqEJELwPzYvWCCCAAAIIIIAAAggggAACCCCAAAIIuEKA4L0rDiObQMCJAg4J3vvLtxhDL3G53T3Beye+alkTAggggEAMBAjexwCVIRFIVIGuXbsaP4f7yuecc47FfixS95qmJVDqfseOHfLeNY1giMXB5ykEEEAAAQQQQAABBBBAIAQB/vsqBCyaIoAAAggggAACCCCAQJACBO+DhKIZAggggAACCCCAAAIIIIAAAggggAACbhIgeO+mo8leEHCUQAIF72fMmBEXOu54Hxd2JkUAAQQQsFmA4L3N4EyHgJMF5s+frwyfL1myxN+ys7KylF00TcvLy/PXy4H1Y8aMkTeSnp7uwKWyJASSVqC2trakpOTDDz989913t27dWlVVlbQUbBwBBBBAAAEEEEhEAYL3iXjUWDMCCCCAAAIIIIAAAk4XIHjv9CPE+hBAAAEEEEAAAQQQQAABBBBAAAEEEIiBAMH7GKAyJAII/J+Ac4L3+fn5csRF1MTrdvfc8Z73CQIIIIBAkggQvE+SA802EQhSoKSkJDU1VXwaF4UhQ4aYRrC4131eXl4C3et+586d7dq1EzsVhc6dO9fU1Jh2zUMEELBNYMOGDWPHjj3ssMPEu9K60KtXr/fee8+25TERAggggAACCCCAQKgCBO9DFaM9AggggAACCCCAAAIIBBYgeB/YiBYIIIAAAggggAACCCCAAAIIIIAAAgi4ToDgvesOKRtCwCkCzgneFxcXW1w9H6/b3RO8d8orlXUggAACCMRYgOB9jIEZHoHEE7jhhhuUn8+NO7FI3WualkCpe13XhwwZotzvihUrjFumjAACdgp8+OGHyjdmwMpevXo99dRTdi6VuRBAAAEEEEAAAQSCFCB4HyQUzRBAAAEEEEAAAQQQQCAEAYL3IWDRFAEEEEAAAQQQQAABBBBAAAEEEEAAAbcIELx3y5FkHwg4TsA5wfs9e/akpaX5u3q+tLQ0Xna///3vTas677zz4rUY5kUAAQQQQCBGAgTvYwTLsAgkrkBlZaXpY7Dv4fr1632bsk7d5+XlJdbelZsdMWJEYu2C1SLgGoH9+/ePGzcuJSVF+d4MsnLSpEk//vija0zYCAIIIIAAAggg4A4BgvfuOI7sAgEEEEAAAQQQQAABZwkQvHfW8WA1CCCAAAIIIIAAAggggAACCCCAAAII2CJA8N4WZiZBIBkFnBO813U9Pz/f39XzcTw2BO/jiM/UCCCAAAK2CRC8t42aiRBIIAHlh/POnTvv3btX1/WsrCxlA03T8vLyEut29+vXr1fu5fvvv0+g48VSEXCNwJdfftmlSxfluzLUygEDBriGhY0ggAACCCCAAALuECB4747jyC4QQAABBBBAAAEEEHCWAMF7Zx0PVoMAAggggAACCCCAAAIIIIAAAggggIAtAgTvbWFmEgSSUcBRwXuLm97H8dgQvI8jPlMjgAACCNgmQPDeNmomQiCBBH755ZcOHTooY65NmzZV1idc5H7nzp1du3ZV7mXIkCEJdLBYKgKuEfjwww+Vb8nwKgneu+aFwUYQQAABBBBAwDUCBO9dcyjZCAIIIIAAAggggAACDhIgeO+gg8FSEEAAAQQQQAABBBBAAAEEEEAAAQQQsEuA4L1d0syDQNIJOCp4r+v6hRdeKF9M37t37zgeGIL3ccRnagQQQAAB2wQI3ttGzUQIJJbAO++806hRI/kjur+axLrRfVVVVXZ2tnIvHTp0+OWXXxLrYLFaBFwg8N1337Vp00b5rvRVZmZmnnnmmTfccMOkSZNuvPHGwYMHt23b1qI9wXsXvCrYAgIIIIAAAgi4TIDgvcsOKNtBAAEEEEAAAQQQQMARAgTvHXEYWAQCCCCAAAIIIIAAAggggAACCCCAAAL2ChC8t9eb2RBIIgGnBe9vvvlm+Yr54cOHx/GQELyPIz5TI4AAAgjYJkDw3jZqJkIg4QQeeOAB+SO6siYvLy+xdnfuuecqN9K4ceN169Yl1l5YLQIuEKirq+vfv7/yXalp2tixY9955536+np5pz///PPChQubN28u9yV4L3NRgwACCCCAAAIIxFeA4H18/ZkdAQQQQAABBBBAAAF3ChC8d+dxZVcIIIAAAggggAACCCCAAAIIIIAAAghYChC8t+ThSQQQCF/AUcH7mpqazMxM+UJ5j8cT/g4j7knwPmJCBkAAAQQQSAABgvcJcJBYIgLxE+jUqZP8Kd1Yk5eXl1j3uq+oqDj99NONWxDlSy+9tKGhIX7YzIxA8gpkZGSId6KxMGnSJK/XG6RLZWVlenq66O4veF9XV/fRRx9df/31559/fteuXdPS0nxdMjMzTznllEsvvfSBBx4I9VSwa9eu8ePH9+vX75hjjtE0rUmTJkceeWS3bt2mTp26bNmyffv2BbkFmiGAAAIIIIAAAu4WIHjv7uPL7hBAAAEEEEAAAQQQiI8Awfv4uDMrAggggAACCCCAAAIIIIAAAggggAACcRUgeB9XfiZHwM0CjgreL126VFwcbyrE8RgQvI8jPlMjgAACCNgmQPDeNmomQiARBUpLS9u0aWP6iG58mFip+23btvXu3du4fmM5sfaSiC8n1oyAPwHjO1GUb7vtNn/t/dV//fXX2dnZvhHk4P3tt99+5plnNmvWTEzhr9CuXbs777yzsrLS30Sift26dZdeeqlI7ysHbNKkyZw5c/bv3y96UUAAAQQQQAABBJJTgOB9ch53do0AAggggAACCCCAQGwFCN7H1pfREUAAAQQQQAABBBBAAAEEEEAAAQQQcKQAwXtHHhYWhYAbBBwVvB89erTy8nRNi+eFWATv3fBCZw8IIIAAAoEECN4HEuJ5BJJa4KuvvrIO3ldXVycQUMeOHf39d0d2dnYCbYSlIuAmgf379yvfmMHf696oUVtbO2nSJE3T5OC9chaLyqOOOso4slyuqqpKSUmxGMH4VKtWre64447t27fL41CDAAIIIIAAAggkiUA8v+9JEmK2iQACCCCAAAIIIIBAEgoQvE/Cg86WEUAAAQQQQAABBBBAAAEEEEAAAQQQIHjPawABBGIk4JzgfU1NTWZmpvF6dGO5vLw8RgIBhyV4H5CIBggggAACLhAgeO+Cg8gWEIidQFZWlvHDuVzu3r37F198EbsFRHHkV155RV6/r6Zz586kYaNIzVAIhCRQXFwsvzebNWsW0iDBNJZnCVhTWFjob+Ty8vITTjgh4AimBo8++qi/AalHAAEEEEAAAQRcL0Dw3vWHmA0igAACCCCAAAIIIBAHAYL3cUBnSgQQQAABBBBAAAEEEEAAAQQQQAABBOItQPA+3keA+RFwrYBzgvcWt7vXNC03Nzdex4DgfbzkmRcBBBBAwE4Bgvd2ajMXAgkk8NVXXwVM3RsDpQcOHHDm7kpLS7Ozs41LNZU3bdrkzJWzKgSSQaCurq558+amd2VKSsqWLVuivn3TLEE+zMjI2Lp1q2kxI0aMCLK7qRnBe5MkDxFAAAEEEEAgqQQI3ifV4WazCCCAAAIIIIAAAgjYJEDw3iZopkEAAQQQQAABBBBAAAEEEEAAAQQQQMBJAgTvnXQ0WAsCrhJwTvDe4nb3mqZ5PJ543fSe4L2rXvFsBgEEEEDAjwDBez8wVCOQ1AKhpu41TevZs+e6deucpub1eq3/c6NHjx5OWzPrQSCpBD799FNTNF3TtD59+sQCQZ4oyJorr7zSuJ7XXnstyI5yM4L3RknKCCCAAAIIIJBsAgTvk+2Is18EEEAAAQQQQAABBOwQIHhvhzJzIIAAAggggAACCCCAAAIIIIAAAggg4DABgvcOOyAsBwH3CDgneC9fiW6qmTNnTlzcCd7HhZ1JEUAAAQRsFiB4bzM40yGQEAIW97pv0qSJ6eO6ePi/N6m+8sord+7c6ZA9fvLJJ6eddppYnlzo16/frl27HLJaloFAcgo888wz8nvzpptuioWGPFGjRo0GDx588cUX5+Xl9e/fv3HjxnIbTdNatGhRU1MjljR8+HBls+7du19xxRXTpk27+eabL774YuWJlOC9YKSAAAIIIIAAAkkoQPA+CQ86W0YAAQQQQAABBBBAIOYCBO9jTswECCCAAAIIIIAAAggggAACCCCAAAIIOE+A4L3zjgkrQsAlAg4J3tfU1CgvWDdWxuum9wTvXfJaZxsIIIAAApYCBO8teXgSgaQTsLjXfV5e3sGDB3VdP/XUU40f1+Vy3759ly9f3tDQEBe+/fv3z5w5U16VsebGG2+sq6uLy/KYFAEEjAJjxowxvjd95Y8++sjYJlrlwYMHjxgxYuHChfv27bMY88svv5SXNGXKFNFFflbT/IbI6urqFi9eLLoQvBeMFBBAAAEEEEAgCQX8fmZKQgu2jAACCCCAAAIIIIAAAtESIHgfLUnGQQABBBBAAAEEEEAAAQQQQAABBBBAIIEECN4n0MFiqQgkloBDgvdLly4VF6BbFOJy03uC94n1kma1CCCAAALhCRC8D8+NXgi4UsAida9pmi91r+v6/0bWp0yZ4vF4LD7Aa5rWq1ev+vp6m6FmzZqlvMu0cakZGRk2r4rpEEDAn0BeXp7x7ekrf/fdd/7alwT9s2nTJn+DBKyXl3TdddeJXvKzFsF7X6+JEye2bt26VatWTz75pBiHAgIIIIAAAgggkGwCBO+T7YizXwQQQAABBBBAAAEE7BAgeG+HMnMggAACCCCAAAIIIIAAAggggAACCCDgMAGC9w47ICwHAfcIOCR4P3r0aPl0Nj9iAAAgAElEQVSa9SZNmpgqc3Nz7acneG+/OTMigAACCNgvQPDefnNmRMCxAhaR9by8PNOyly1b1rp1a9PndtPDbt26zZs3r6amxtQ3Fg+3bdt2zz33mBYgP8zOzi4tLY3FAhgTAQTCEDjrrLPk9+nevXv9DSU39leTk5PjbxBjfVVV1YYNG1asWFFcXDx58uT/9//+3/Dhw+UxR4wYIXrJzwYM3ou+FBBAAAEEEEAAgWQWIHifzEefvSOAAAIIIIAAAgggECsBgvexkmVcBBBAAAEEEEAAAQQQQAABBBBAAAEEHCxA8N7BB4elIZDYAk4I3itvdz9jxozi4mL5Qnb7b3pP8D6xX+KsHgEEEEAgOAGC98E50QoBlwtY3Ou+oKDg0KFD/vb/wAMPNGvWTP70LteccMIJd99994YNG/wNFWp9dXX1ypUrr776ankuZc2xxx4b6hS0RwCBWAsog/c7duzwN6/y3a2s9Be837lz59SpU5VdLCrPOeccsaSmTZv6a9miRYtJkya9+OKLP/zwg2hPAQEEEEAAAQQQQMAnQPCeVwICCCCAAAIIIIAAAghEX4DgffRNGREBBBBAAAEEEEAAAQQQQAABBBBAAAHHCxC8d/whYoEIJKqAE4L3ytvdl5aWVlZWylex23/Te4L3ifriZt0IIIAAAqEIELwPRYu2CLhTIOzUvY/ju+++GzJkiPwB3l/NFVdc8de//vWrr74KT7O2tva9994rLCxMT0/3N4WpPi0t7a677qqurg5vRnohgEDsBPLy8kxvWE3TLM4PcmN/NXLwvr6+/qGHHmrRooW/Lhb1xuD98OHDLVqKp4444ogZM2Zs3LgxdnqMjAACCCCAAAIIJJYAwfvEOl6sFgEEEEAAAQQQQACBxBAgeJ8Yx4lVIoAAAggggAACCCCAAAIIIIAAAgggEFUBgvdR5WQwBBD4r0Dcg/c1NTWZmZniknRfQVwZb6rXNM3j8fx39baUCN7bwswkCCCAAAJxFiB4H+cDwPQIxFvAInWvaZrFve5NCz/22GPlz/DWNWefffYtt9zy9NNPv/HGG3V1daYBjQ+/+OKL5cuXz5w5MycnJ/i8vW/2wYMHf/PNN8bRKCOAgHMErrjiCvlE8d577/lbodzYX4345wUxVG5urr/GAeuNwfu33norYHtjg759+zY0NIhlUEAAAQQQQAABBJJWgOB90h56No4AAggggAACCCCAQAwFCN7HEJehEUAAAQQQQAABBBBAAAEEEEAAAQQQcKoAwXunHhnWhUDCC8Q9eL906VLjlei+8owZM3yy8lOaZvdFWQTvE/5VzgYQQAABBIIQIHgfBBJNEHCzQFZWlvKzt6ZpBQUFwe+8urr63nvvlf+0lr/B5frWrVufcMIJubm5g3/9OeWUUzp27Bje7al943fp0iX4LdASAQTsF5g8ebJ8Npg3b56/lciN/dWYgvf79u3z1zKYemPwXtd1+V9UrAfJzc3dunWrv01RjwACCCCAAAIIJImA3d/xJAkr20QAAQQQQAABBBBAIMkFxJ9KTXIHto8AAggggAACCCCAAAIIIIAAAggggEBSCRC8T6rDzWYRsFNAvkz8/PPPt3MBykyOWEB+fr582Xp5ebloYEOB4L0NyEyBAAIIIGCbwNq1a3v06PE///M/phn9Be8bNWrUtm3b4uJiU/sgHzZu3Nj3qzzI9jRDAAH7BSzudV9QUBD8ve7llc+aNatdu3by53nbanr37l1fXy8vjBoEEHCawPvvvy+fGTp37uxvnb/+XQ7z/7dp08Y0jjF4/+abb5qelR+2aNHijDPOGD58+NVXXy0/awre67peU1Nzyy23yC0tajp37rxnzx5/W6MeAQQQQAABBBBwvQDBe9cfYjaIAAIIIIAAAggggEAcBAjexwGdKRFAAAEEEEAAAQQQQAABBBBAAAEEEIi3AMH7eB8B5kfAtQJxD94rL0YX3MXFxXKDOXPmiAY2FAje24DMFAgggAAC9gj8/ve/T0lJ8f1unTx5snFSZfD+b3/7m/hF/O233xrbB1kmeB8kFM0QiJeARepe07RIUve+HR04cODJJ58UZxLbCsOGDVu1alW8VJkXAQRCFTh48GBaWpp8inj//fdDGurCCy80DWIM3g8dOtT0rO9hamrqY489tn79+l9++cU4ndxYDt772l9yySWpqalye381t956q3EiyggggAACCCCAQFIJELxPqsPNZhFAAAEEEEAAAQQQsEmA4L1N0EyDAAIIIIAAAggggAACCCCAAAIIIICAkwQI3jvpaLAWBFwl4PDgfWVlZXp6uulS9dzcXDuPAcF7O7WZCwEEEEAgRgINDQ3PPPOM6Vfq5MmT9+/fP/HfP5dddtnAgQMvuuiiiRMnlpaW6rr+t7/9zRghS09Pv//++w8ePBjkCl966aWJEyfm5uYO/PfPxIkTn3jiiSD70gwBBGwTyMrKMp0ZxMOCgoJoLaOkpOSGG2444ogjxOCxK/Ts2fOhhx6K1soZBwEEbBMYNGiQfGa49NJLQ1qARfB+3759TZo0kae48MILf/zxR+UscmN/wXtd17dv3z537tw2bdrIveSa5s2bK2ekEgEEEEAAAQQQSAYBgvfJcJTZIwIIIIAAAggggAACdgsQvLdbnPkQQAABBBBAAAEEEEAAAQQQQAABBBBwgADBewccBJaAgDsF4hu8X7p0qXwB+owZM4zWcb/pPcF74+GgjAACCCCQiAJlZWXiRvem37w33HCDqUbTtHvuuadRo0Zyva9m5cqVwSDII5955pnBdKQNAgjYI2Bxr/uCgoLI73VvsYuNGzcWFha2bt3a33kmpPoxY8bMnz//559/tpiRpxBAwPkC27ZtU773q6urg1+8RfB+3rx58vjffPONxeBye4vgvTzOwYMH//Wvf40fP14eR9OIm8lg1CCAAAIIIIBAsgjwSShZjjT7RAABBBBAAAEEEEDATgGC93ZqMxcCCCCAAAIIIIAAAggggAACCCCAAAIOESB475ADwTIQcJ9AfIP3o0ePli9A991lV1DH/ab3BO/FsaCAAAIIIJC4Av369ZN/5/qr8Xg8/p5q2bJlbW1tMA4E74NRog0C8RKwSN1rmhbT1L3YckNDw5dffrlgwYLzzjuvQ4cOFmce0xkpPT195MiR06ZNe+WVV8jbC08KCLhAwPRm9z0cPnx48Ccli+D97Nmz5fHr6uos3OT2xuD96tWrX3/99YMHD1qM4HuqadOm8lABe9EAAQQQQAABBBBwqwDBe7ceWfaFAAIIIIAAAggggEA8BQjex1OfuRFAAAEEEEAAAQQQQAABBBBAAAEEEIiTAMH7OMEzLQLuF4hj8L6mpiYzM9N09XlOTo6Mnp+fb2rm8XjKy8vllrGoIXgfC1XGRAABBBCwWaCwsND0yzS8h2PHjg1y5QTvg4SiGQL2C1in7gsKCuxfkq7rtbW133777XPPPfeXv/zlvvvuu/HGG8f9+jNp0qQHH3ywqKjo3Xffte2/AuKCwKQIJLmAvz/AkZ+fv3fv3mBwLIL3/3tukT/8VFRU+BvW6/XK7Y3Be9+zPXv2/PDDD/0N4qs/5ZRT5KGsu/AsAggggAACCCDgYgGC9y4+uGwNAQQQQAABBBBAAIG4CRC8jxs9EyOAAAIIIIAAAggggAACCCCAAAIIIBA/AYL38bNnZgRcLhDH4P3SpUvlS89nzJghixcXF8st58yZI7eMRQ3B+1ioMiYCCCCAgM0CZWVlKSkp8u/TUGtWrlwZ5MoJ3gcJRTME7BfIysry994vKCgI/s7S9q+cGRFAwN0Cf/jDH/ydnTp16hTM3i2C988//7w8+OLFi5XDfvbZZwMHDpTby8F7TdNSU1N37typHMdX2alTJ3koi/Y8hQACCCCAAAIIuFuA4L27jy+7QwABBBBAAAEEEEAgPgIE7+PjzqwIIIAAAggggAACCCCAAAIIIIAAAgjEVYDgfVz5mRwBNwvEK3gf/O3uffryReoej8eeA0Pw3h5nZkEAAQQQiLVA5De9v+qqq4JfJMH74K1oiYBtAhb3uidyb9tRYCIEELAQ+Ne//uXvvve+fxZISUk58cQTx4wZc+utt06aNOmyyy7r169fy5Yt5X808NXk5OT4pvN6vUcccYSyWdeuXceNGzdmzJjBgwe3bdtW2cZXqQzeG9uPHTt29uzZzz///OrVqxcsWDBx4sQuXboYG/jKzZo1s0DgKQQQQAABBBBAwN0CBO/dfXzZHQIIIIAAAggggAACtgp069at9b9/MjIyfP/86nso/tfW1TAZAggggAACCCCAAAIIIIAAAggggAACCNgrQPDeXm9mQyCJBOIVvA/+dve+gyFfp65pNl2dRfA+id4PbBUBBBBwtUBZWZny92nwlcHf7l7XdYL3rn41sbmEFLBI3Wuaxo3uE/KgsmgE3Cgwa9as4D+cBGwpgve6rl9zzTUB21s3CBi8t+4ung3pjxm58SCzJwQQQAABBBBIagGbvtpJamM2jwACCCCAAAIIIIBAEgj88MMPL7/8cpMmTcQ/vCoLSSDBFhFAAAEEEEAAAQQQQAABBBBAAAEEEEheAYL3yXvs2TkCMRaIV/B+9OjR8vcdpaWl/rabnp4ut/fXOLr1BO+j68loCCCAAAJxFJB/mQZf07Jly9ra2uAXT/A+eCtaImCPQFZWlr+3fEFBgT1rYBYEEEAgGIGUlBR/56tQ643B+++//z4tLS3UEYztoxK8P/zww3/++edgHGiDAAIIIIAAAgi4UoDgvSsPK5tCAAEEEEAAAQQQQMBuAXE51xjVj/hXZruXxXwIIIAAAggggAACCCCAAAIIIIAAAgggYKMAwXsbsZkKgeQSiEvwPtTb3eu6XlxcbLzY3VeeM2eODUdLfFMjFnDeeefZMC9TIIAAAgggEHUBcYGB+KUWfCGk291zx/uoHzsGRCASAYt73RcUFHCv+0hs6YsAAjES+PLLL0899dTgP6goW/7pT3/auXOncYVer1fZMsjKCIP3jRs3XrRokXE9lBFAAAEEEEAAgSQUIHifhAedLSOAAAIIIIAAAgggEH0BcTmXcujU1FTfP/sqn6USAQQQQAABBBBAAAEEEEAAAQQQQAABBNwhQPDeHceRXSDgQIG4BO9Dvd29ruuVlZXyTe9zc3NtIBXf1IgL8Qne28DOFAgggAACsRDo16+f+HUWaiGk290TvI/F4WNMBMITsEjda5pG6j48VXohgIANAvX19c8880yon1g0TUtNTT3nnHNefvll5SJHjRoVzJgej0duZgze33PPPW3atJHbWNSsWbNGuSQqEUAAAQQQQACBpBIgeJ9Uh5vNIoAAAggggAACCCAQKwFxOZdyAoL3ShYqEUAAAQQQQAABBBBAAAEEEEAAAQQQcJkAwXuXHVC2g4BzBOISvM/IyJCvRA9okp+fb+rl8XjKy8sDdoywgfimRsxO8D5CUrojgAACCMRLoLCwUPw6C7UQ6ppvuOEG0xRnnnlmqIPQHgEEIhSwTt0XFBREOD7dEUAAgVgLLFmy5NxzzxUXSZo+XZgepqamnn322du3b7de1ezZs1u2bGnqa3yYm5tbUlJirPGVjcF7Xderq6vnzp17+umnyy1NNVlZWVOnTrVeFc8igAACCCCAAAJJIkDwPkkONNtEAAEEEEAAAQQQQCC2AuJyLuU04t+Ulc9SiQACCCCAAAIIIIAAAggggAACCCCAAALuECB4747jyC4QcKBAXIL3pgvQfQ8D4hQXF8sd58yZE7BjhA3ENzVidoL3EZLSHQEEEEAgXgJlZWUpKSniN1pIhVDXTPA+VDHaIxALgaysLH/v9IKCAm53HwtzxkQAgVgI/PLLL9dff/2pp57arFkz+bSWmZl59tlnL1u2bPfu3UHOvmfPnqlTp5o+F6Wmpp500kmfffaZb5BJ0s9f//pX5fhz5869+uqre/fubVpb48aNTz755GXLltXV1Sk7UokAAggggAACCCShAMH7JDzobBkBBBBAAAEEEEAAgegLiMu5lEMTvFeyUIkAAggggAACCCCAAAIIIIAAAggggIDLBAjeu+yAsh0EnCNgf/C+pqbGdCW6pmk5OTnBmMTlpvfimxqxbIL3wRws2iCAAAIIOFPAz03vr9G09H//pkvRNPOd6jVNGzt2bKjbIXgfqhjtEYiugMW97oncR5ea0RBAAAEEEEAAAQQQQAABBIIXIHgfvBUtEUAAAQQQQAABBBBAwK+AuJxL2YLgvZKFSgQQQAABBBBAAAEEEEAAAQQQQAABBFwmQPDeZQeU7SDgHAH7g/dLly4VCXZRmDFjRjAmcbnpvfimRqyW4H0wB4s2CCCAAALOFPBz0/tRmrZK01I0bbamTRW/8kRh5cqVoW6H4H2oYrRHIIoCFql7TdO40X0UqRkKAQQQQAABBBBAAAEEEEAgJAGC9yFx0RgBBBBAAAEEEEAAAQTUAuJyLuXTBO+VLFQigAACCCCAAAIIIIAAAggggAACCCDgMgGC9y47oGwHAecI2B+8Hz16tEjxiUJpaWkwJpWVlenpvvvxiq5abm5uMH3DbiO+qRFTErwPG5OOCCCAAAJOEOjXr5/4pfZrobmmVWvaXzRN17Rev1b+5/9btmxZW1sb6soJ3ocqRnsEoiiQlZVleiOLhwUFBVGciKEQQAABBBBAAAEEEEAAAQQQCEmA4H1IXDRGAAEEEEAAAQQQQAABtYC4nEv5NMF7JQuVCCCAAAIIIIAAAggggAACCCCAAAIIuEZAXBxvLLhmd2wEAQTiLmBz8D6S2937rOy/6b34pkachwnex/11ywIQQAABBEwCO3fu1DQtOzu7uLg44L2sy8rKxC81Q+GSf6fuo3O7e13XCd6bjhEPEbBHwOJe9wUFBQHPD/YsklkQQAABBBBAAAEEEEAAAQSSVoDgfdIeejaOAAIIIIAAAggggEA0BcTlXMpBCd4rWahEAAEEEEAAAQQQQAABBBBAAAEEEEDANQKGJMx/i67ZHRtBAIG4C9gcvI/kdvc+q8rKyv+eDX8txfSm9+Kbml9n0wjex/11ywIQQAABBEwCvuC971dVVlbWlClTTA1MD8UvNUOh2b+D9z0NNf9XDO929wTvTeA8RMAeAYvUvaZppO7tOQrMggACCCCAAAIIIIAAAgggYCFA8N4Ch6cQQAABBBBAAAEEEEAgWAFxOZeyA8F7JQuVCCCAAAIIIIAAAggggAACCCCAAAIIuEbAlHvxPXTN7tgIAgjEXcDO4H1NTU1GRobptJaTkxMqgmkETdM8Hk+ogwTfXnxTI+YleB+8Hi0RQAABBOwRMAbvfb+wRo4cuX79en+zi19qvy18/duH//do7Nix/gaxrueO99Y+PItALAR69Oghv4t9NQUFBbGYkTERQAABBBBAAAEEEEAAAQQQCEmA4H1IXDRGAAEEEEAAAQQQQAABtYC4nEv5NMF7JQuVCCCAAAIIIIAAAggggAACCCCAAAIIuEZAedG8a3bHRhBAIO4CdgbvI7/dvY8rPT1dPjfGTlJ8UyMmJXgfO21GRgABBBAIT0AO3otfW1lZWVOmTNm1a5dx5H79+okGhkI3Q/k/xdraWmPH4MsE74O3oiUCURTYtGlT27Ztje/lgoIC7nUfRWGGQgABBBBAAAEEEEAAAQQQiESA4H0kevRFAAEEEEAAAQQQQACB/wiIy7mUIgTvlSxUIoAAAggggAACCCCAAAIIIIAAAggg4BoB4+Xyouya3bERBBCIu4CdwXv5dveaFs4VVvn5+eJ8KArl5eUxwhTf1Ii5CN7HiJphEUAAAQTCFrAI3vt+f6Wnp1999dVi/MLCQvF7zboguoRaIHgfqhjtEYiWwKZNm8T7mtR9tFQZBwEEEEAAAQQQQAABBBBAICoC4XwtFJWJGQQBBBBAAAEEEEAAAQTcJCAu51JuiuC9koVKBBBAAAEEEEAAAQQQQAABBBBAAAEEXCMgLpc3FlyzOzaCAAJxF7AzeG88j4lyGALFxcWiuyjMmTMnjKGC6SK+qRFzEbwPxo02CCCAAAJ2CgQM3vt+i2VnZxcXFx86dKisrCwlJUX8arMohL0Lgvdh09ERgcgFxE3vudd95JiMgAACCCCAAAIIIIAAAgggEEUBgvdRxGQoBBBAAAEEEEAAAQSSV0BczqUkIHivZKESAQQQQAABBBBAAAEEEEAAAQQQQAAB1wgoMzCu2R0bQQCBuAskYvC+srIyPT3ddHrMzc2NEab4pkbMSPA+RtQMiwACCCAQtkCQwXvf77KsrKxdu3b169dP/GrzV2jZsmXYSyJ4HzYdHRGIXGDTpk1t27YtKCiIfChGQAABBBBAAAEEEEAAAQQQQCCKAgTvo4jJUAgggAACCCCAAAIIJK+AuJxLSUDwXslCJQIIIIAAAggggAACCCCAAAIIIIAAAq4RUGZgXLM7NoIAAnEXsC14v3TpUvmENmPGjPAE7LzpvfimRqyf4H14R41eCCCAAAKxEwgpeC9+owUsrFy5Muw1E7wPm46OCCCAAAIIIIAAAggggAACCCCAgFsFCN679ciyLwQQQAABBBBAAAEEbBUQl3MpZyV4r2ShEgEEEEAAAQQQQAABBBBAAAEEEEAAAdcIKMMwrtkdG0EAgbgL2Ba8Hz16tHxCKy0tDU/Azpvei29qxPoJ3od31OiFAAIIIBA7gVgE71u2bFlbWxv2mgneh01HRwQQQAABBBBAAAEEEEAAAQQQQMCtAgTv3Xpk2RcCCCCAAAIIIIAAArYKiMu5lLMSvFeyUIkAAggggAACCCCAAAIIIIAAAggggIBrBETO01hwze7YCAIIxF3AnuB9TU1NRkaG8TymaVpOTk4k28/PzzcN6PF4ysvLIxlT2Vd8UyOmI3ivhKISAQQQQCCOAsrg/WGHHSZ+eYVRGDt2bCQ7IngfiR59EUAAAQQQQAABBBBAAAEEEEAAAVcKELx35WFlUwgggAACCCCAAAII2C0gLudSTkzwXslCJQIIIIAAAggggAACCCCAAAIIIIAAAq4RUCZkXLM7NoIAAnEXsCd4H93b3fvQKisr5TNkbm5u1EnFNzViOkcF7xsaGioqKj766KO1a9du3LixrKws6gIM6HyB77///tNPPy0pKfn888+9Xq/zF8wKEUAg6gLK4P2aNWt0Xd+8efP48eNbtGghfpEFUzjssMMiud29rusE76N+lBkQAQQQQAABBBBAAAEEEEAAAQQQSHQBgveJfgRZPwIIIIAAAggggAACjhAQl3MpV0PwXslCJQIIIIAAAggggAACCCCAAAIIIIAAAq4RUKZiXLM7NoIAAnEXsCF4H4vb3fvc5DOkx+OJOqn4pkZM54Tg/caNG5944ol+/fo1bdpULMxXaNeuXUFBQWFhYdQpdF3fv3//kt/+rFixIroT7dix47cz/OdRJLMoB9y1a5dvTOWzxsrly5ev/vdPSUnJV199tWfPnkgWE8W+S5Ysufrqq7t06WJ8DaSlpfXu3XvChAnRSuBPl35efvnlKO6CoRBAICoCFsF73/iVlZVFRUXG04V1OTU1deTIkevXrw97eQTvw6ajIwIIIIAAAggggAACCCCAAAIIIOBWAYL3bj2y7AsBBBBAAAEEEEAAAVsFxOVcylkJ3itZqEQAAQQQQAABBBBAAAEEEEAAAQQQQMA1Aso8jGt2x0YQQCDuAjYE75cuXSqfymbMmBH53uVhNS36l2yJb2rEdHEM3nu93muuuaZ9+/ZiMRaFQYMGvfDCC9FKX/uO19ChQ00zdujQIfJDaRyhsrLSNIXvobFNqGXlgPv37/eNo3zWujItLe266677+9//vm/fvlAXE5X21dXV999/v/Uijz/++KeeeiryF4A8y4gRI6KyCwZBAIEoCgQM3vvmWr16dX5+fkpKivzW9ldTXFx86NChMJZK8D4MNLoggAACCCCAAAIIIIAAAggggAAC7haI/rc47vZidwgggAACCCCAAAIIIKAUEJdzKZ8leK9koRIBBBBAAAEEEEAAAQQQQAABBBBAAAHXCCgDMK7ZHRtBAIG4C9gQvB89erR8KistLY187+np6fLIkQ9rGkF8UyPmikvwfs+ePY888kinTp3EMoIs5Obmfv/996ZNhf1QnjTqwXtd1+VZNE2L5DWjHFAgKJ8NsjIzMzOShYk1hFR48803jznmmCBXeMopp2zevDmk8U2N5YkI3puIeIiAEwSCDN77lrp58+YWLVrI725/NVlZWVOmTAl1mwTvQxWjPQIIIIAAAggggAACCCCAAAIIIOB6AYL3rj/EbBABBBBAAAEEEEAAATsExOVcyskI3itZqEQAAQQQQAABBBBAAAEEEEAAAQQQQMA1Asr0i2t2x0YQQCDuAjYE7+XzWFRud6/renFxsTz4nDlzoqsqvqkRc8UleN+0aVOxgDAKr776aoQsK1euFF9LGRcQi+D9UUcdZZzCV+7atWt4W7jlllvk0dq1aydGk58No+bcc88VA8a08MQTT4SxvLVr14a3qh07dsjTEbwPD5NeCMRUIKTgvViJ1+s9++yz5be5RU12dnZxcbEYwaJA8N4Ch6cQQAABBBBAAAEEEEAAAQQQQACB5BQgeJ+cx51dI4AAAggggAACCCAQZQFxOZdyXHGFk/JZKhFAAAEEEEAAAQQQQAABBBBAAAEEEEAg0QWUoZdE3xTrRwAB5wjEJXgfrTuEV1ZWyje9z83NjS6v+KZGnJATMXiflpYWdvRa1/VPPvkkIyNDCBgLsQjeK6PymqZt2LAh1INbX1/ftm1b44J95dtuu00MJT8bXk1DQ4MYM0aFtWvXNmrUKIzlHXnkkT///HOoq/rggw9OPPFEeTqC96FK0h4BGwTCC977FnbSSSfJ73TrmilTpuzcudN6XwTvrX14FgEEEEAAAQQQQAABBBBAAAEEEGWlNcAAACAASURBVEhCAYL3SXjQ2TICCCCAAAIIIIAAAtEXEJdzKYcmeK9koRIBBBBAAAEEEEAAAQQQQAABBBBAAIFEFFi3bt0rr7zy5JNP3nfffcOHD+/fv392drYy8ZKdnd23b9+8vLzJkyfPnj170aJFb7/9dn19fSLumjUjgEB8BWIdvK+pqZHPY1Hccn5+vml8j8dTXl4exSnENzViokQM3mua1r1790OHDoUh89NPP7Vv315s31SIRfD+o48+Ms3ie3jLLbeEuv5//vOfyqE2btwohlI2CKOyqKhIjBmLQnV1dceOHcNYmK9LXl6e9arKy8vfe++9VatWLVmyZO7cuSeffLK/uQjeW0vyLAJxEYgkeP/nP//Z3/vdoj4tLW3kyJEWmyV4b4HDU3ER2LBhw9NPP33TTTcNHDiwXbt2zZs3b9y48QknnPC73/1u3Lhxzz77bJCr2rdvX0VUfw4cOBDk1EE2a2hoUC4wyO66rtfW1sojVFZWBj+Cr6U8SEVFxd69e0MdJ+rtvV7vhx9++OCDD/bu3TsrK6vlv3969+49cuTIhx56KFp/Tam8vLxE+on6XhgQAQQQQAABBBBAAAEEEEgsAYL3iXW8WC0CCCCAAAIIIIAAAg4VEJdzKddH8F7JQiUCCCCAAAIIIIAAAggggAACCCCAAAKOFaiqqlq7dm1+fn6bNm0sciyRP9WoUaPu3bsXFxd/8cUXjtVgYQggEHeBWAfvR40aJZ/Qorhr5U3vBw4cGMUpxDc1YiPOCd4fd9xxV1555ZNPPrl+/frPPvvs3XffnT9/vr9b02uadswxx4QqU19fLzauLMQieK/r+kMPPaSc7p///GfwW6iurlZqPPzww8ZBlBOFV/nKK68YR45iuaKiokWLFspVderUacuWLb6EWF1d3dSpU1u1aqVsmZ2dbbGkAQMGKHvJlQTvLRh5CoF4CUQSvNd1vV+/fuLN3rJly/Hjx/s754hmxkJWVtbOnTtNeyd4bwLhof0CXq/3tdde83g8xpdrwHKrVq2sl3r++ecHHCSkBvfee6/1jKE+u3v3buUCgh9n4cKF8gh9+vQJfgRd1w8dOiQP4quZNWtWSENFsfGyZcs6dOjgb2HG+uOOO+61116LZGr5b4RpGgGTSETpiwACCCCAAAIIIIAAAm4Q4L+L3HAU2QMCCCCAAAIIIIAAAnEXEJdzKVdC8F7JQiUCCCCAAAIIIIAAAggggAACCCCAAAJOE6irq1u7dm2fPn1CvejfeNl32OX27dsvXbo0jNvTOY2R9SCAQNQFYhq8r6mpkWPPOTk50d2FHGiJ7k3vxTc14iTshOB9+/bt7777bqXknj17LrvsMrFaU0HZxaJy/PjxphFMD2MUvC8rK1P+xhwzZozFak1PLVq0yLRaTdNSU1O3bdtmbCm3kTNRBw4cqKio+Prrr9esWTNz5sycnBxlr+uvv944chTLM2bMUM44ZMiQ/fv3myYqKys78cQTle1NLY0PCd4bNSgjkHACEQbvjTe9Hzt2rK7rlZWVRUVF3bp1U55M5Mq0tLSRI0euX79e0BG8FxQU4iLw008/nXDCCfJrNZiaiy666JdffvG3bIL3/mRM9a+++qo/bes/BmQaJ1oPGxoaJk2alJKS4m9Vcr3H44lk9u7du8tjRjIgfRFAAIHoCmzcuHG19BPdKRgNAQQQQAABBBCQBQjeyybUIIAAAggggAACCCCAQMgC4nIuZU+C90oWKhFAAAEEEEAAAQQQQAABBBBAAAEEEHCOQEVFxSWXXOLv3rPyRdixq2ncuPGgQYM2b97sHBxWggACcReIafD+xRdflM9pM2bMiO6ui4uL5Vkef/zxaM0ivqkRs8Q3eN+pU6cXXnihvr7eYoMNDQ1XXnmlWLCxYNFLfuqxxx4z9lWWYxS813X9rLPOkmfMyMiQ1+mvRv6jDJqmyYdPnkUO3stTKHudfvrpcsuo1CiD9N27dz9w4IBy/O+++065QmVjXyXBewscnkLA+QIRBu/LyspEGHXlypViv16vNz8/XzylPLGYKrOzsw8dOqTrOsF7wUghLgKff/656cUZ0sO+ffv6+9N1BO+DPKAXX3yxhfmXX34Z5DjRanb99ddbrMffU7fffnvYC1COGfZodEQAAQSiLjBy5Ej5TBX1WRgQAQQQQAABBBAwCRC8N4HwEAEEEEAAAQQQQAABBMIREJdzKTsTvFeyUIkAAggggAACCCCAAAIIIIAAAggggEDcBerr61evXn3llVc2a9ZMvoQxvjXZ2dmzZs3asWNH3JVYAAIIxF0gpsH7UaNGyae70tLS6O66srIyPT3dNNHAgQOjNYv4pkZMISe3ozWXxThNmzbVNC0jI+PgwYMWzcRTFRUVYsHGgmgQsLB8+XLxPZRxBFM5dsH7efPmmebyPQy4ctGgcePG8ggLFy4UDXwFuU0wwftTTz1V7ti5c2fT4NF6KM+ladqqVassxld2qa2t9deF4L0/GeoRSAiBCIP3uq7369dP07SWLVvKJ4rNmzePHz9eeVZRVmZlZU2ZMkX+BXrmmWcmBCaLdIdAhMF7TdPOOOMMJQXBeyWLqXLPnj3yR3TjGeOOO+4wdYn1Q+PsIZXnzp0bxtree+895SxhDEUXBBBAIEYCBO9jBMuwCCCAAAIIIGAtQPDe2odnEUAAAQQQQAABBBBAICgB8W20srW44En5LJUIIIAAAggggAACCCCAAAIIIIAAAgggYLPA6tWrlffXVV5v7YTKY489dvr06TYrMR0CCDhHIHbBe+Xt7gsLC2Ox9wULFshn1Gjd9F58UyOmiEvwPgw3sWBjIchxtm7dauxlUY5d8F7XdeW8u3btCnIXyu5y3yCbmTpOnjxZ7ti1a1dTs2g9lOcK+NcBcnNz5V533323vyURvPcnQz0CCSEQefC+rKxM0zTj7e7ljXu93kj+e4fgvUxKTewEIg/ea5r2ww8/yCskeC+byDVnnHGG/DnEVCP3ilFNQ0PD7373O9PsIT20/vz/5ZdfZmZmBjlgjPbIsAgggEAYAgTvw0CjCwIIIIAAAghELkDwPnJDRkAAAQQQQAABBBBAAAFdXM6ltCB4r2ShEgEEEEAAAQQQQAABBBBAAAEEEEAAAfsFDhw48OSTTwZ5pbVFs6ZNmx533HHDhg277rrrJk2aNH369MLCwqJffx599NHp06dPmjRpwoQJo0ePPvHEE1u1amUxWpBP3X777Vu3brUfjRkRQCDuArEL3ttzu3sfYGVlpXy6i9ZN78U3NWIK6+BN3I+pWIBYsLEgnrUoVFVV9enTx9jLV1beQN7+4P0TTzxhsXjx1JYtW+QtKMPqQTYTI/sK48aNkzsOHjzY1CxaD+W5lHsxTvfQQw/Jvc4++2xjG2P566+/LpF+HnnkEXmQESNGGDtSRgABJwhEHrzXdV15u3vl7saPH9+iRQv5/GBdQ/BeiUlljAT8Be9TUlK6d+8+adKkRx55ZNasWSNHjjzyyCP9vXSvvfZaeXkE72UTU813332XkpLiT1XUm3rF7qHyL4L5ljF58uRXXnnlww8//OCDD+64446srCyxPFPBYnkff/yxqbHFQ4txeAoBBBCwWYDgvc3gTIcAAggggAACPgGC97wSEEAAAQQQQAABBBBAIAoC4nIu5VgE75UsVCKAAAIIIIAAAggggAACCCCAAAIIIGCnQF1d3ZNPPtm2bVuLS6stnsrJybn88sunTZv26aef7tu3L4yVHzx4cMuWLTNnzrz22muVt7e1mF081aRJk/Hjxwd/G+Ew1kkXBBBwoECMgvc1NTUZGRniDOMr9O3bN3YCprk0TfN4PFGZTnxTI6Zwd/C+vr4+Ly9PbNZY+Otf/2p86CvHNHiv/N06YMCAYI7stGnT5NW2a9dO7is3C5hp13W9d+/ecsfJkyfL40deo8zTBlzkihUr5BW2b98+pPW88sor8iAE70MypDEC9ggoTxRr1qwJafaxY8cG376ysrKoqEg+RVjUHHHEEevXrw9+CloiEImAHLwfPnz40qVL5f/mra2tnT9/fuvWreVXb9u2bb1er2kZr7322q9/GS+0/3/kkUc8Ho88y7Rp00xTRPhw9+7d8iwBPzkYJ124cKE8Qp8+fYxtLMr333+/3F2uqa6uthgkik+ddtpp8uyapt14442mWaqrq6+66iplY1NL40OC90YNygggkEACBO8T6GCxVAQQQAABBNwkQPDeTUeTvSCAAAIIIIAAAgggEDcBcTmXcgUE75UsVCKAAAIIIIAAAggggAACCCCAAAIIIGCPQElJyYABA5TXZCsru3TpMmHChFWrVtmzPF3XS0pKHnjggf79+yvXo6xs167d/PnzGxoabFskEyGAQBwFYhS8t/N29z699PR0+ZwWFVjxTY0YPyGC9/v37xcLNhasTWbNmmVsLMqXXHKJ7/eCqBGFmAbv/aWYHnjgAeuNlJSUiBUaC59//rnc0dhAlOVmxpo333xTtBSF0047zdgmiuV58+aJWUQh4F+yaGhoaNy4sWgvCp9++mnwayN4H7wVLRGIr0BUgvdh/yfA5s2bW7RoIc4zAQtt27adMmVKfMWY3fUCIng/bty4HTt2BLNf5Uv3scceC6ZvwDY///yz8m1y6623BuwbaoP4Bu/ff/99paRcecEFF4S6tTDa33XXXfLUhx9++N69e/2NpjxShYWF/tr7+8gqzxvSnz/wNx31CCShwKFDh8rLy994441PPvlk69atBw4ccBrCrl27SkpKXn/99W3btsl/sSX41Xq93u3bt3/++eefffbZtm3b6urqgu8bRkuC92Gg0QUBBBBAAAEEIhcgeB+5ISMggAACCCCAAAIIIICALi7nUloQvFeyUIkAAggggAACCCCAAAIIIIAAAggggIANAnfccUejRo2UF1KbKlNTUwcPHhyt6/XD29pzzz13+eWXyzegNi1VPEyIWGl4FPRCAAGjQIyC98qzjXHeqJeHDBkizmCiUF5eHvlE4psaMWxCnCGLi4vFgo0FaxDxxZOxy2mnnSaCDcZ6XzmmwXtd13v06CFPeuKJJ1pv5I9//KPcy99tWuWWciaqsrKyoqJi3bp1RUVFgwcPVnb54IMPrFcV9rOTJ0+WZwwmq9a2bVu54wsvvBD8SgjeB29FSwTiKxCV4H0kW6isrCwqKjrxxBPl046/mpEjR65fvz6SSemLgIXAL7/84rsfvUUb01MtW7aUX6533XWXqVl4D6+77jp58MMOO2z37t3hDWjRK77B+xtvvFHe6THHHCNXNmrUaPv27RYbicpTvXr1kqe+7bbbLAa/5ppr5C79+/f314XgvT8Z6hGIUODQoUMrVqw4/vjjTW9Jj8dzxx13rF271jT+vn37fGd++X+//fZbU2PTw507d8q9ioqKFi9erOu68ild1+vr61esWHHllVcaV9ioUaMzzjjD4q97mKb2PSwpKZk4caLpP8lTUlLGjx+/bt06ZRdj5fPPP29a5GeffWZs8Pbbby9cuLCoqOi55577+OOPfY2zs7ONK/eVTeOIh1u3bjUOSBkBBBBAAAEEEAhbgOB92HR0RAABBBBAAAEEEEAAgf8KiMu5/ltlKIl/bDXUUUQAAQQQQAABBBBAAAEEEEAAAQQQQACBmAusX79evjBRWdO9e/fvv/8+5gsKboKampr8/Hzl/W/lxU+fPj2SezQFtyJaIYBAnAViFLyXTylykjm6O1+wYIE86eOPPx75LOKbGjG+84P39fX1PXv2FAsWhRYtWliAfPTRR6KlsWC8Sayx3leOdfB++vTp8qSapn300Uf+9lJfX5+VlSX3euSRR5Rd5Jbh1SgHj0rlFVdcIS/p8ssvDzi48mXgz0E5GsF7JQuVCDhQIO7Be5+J1+tdvXp1SkqKfNbyV5OdnV1cXOxAUpaUhAKnn366/EL9wx/+EDnFV199pfyzfdOmTYt8cHmE+Abv27RpIzOuXr06PT1drn/00Ufl9Ue3RnlG2rBhg8Usa9askZfauHHjffv2KXsRvFeyUIlAJAKHDh2aPXu28m92GN+eAwcONM1y0003GRuIco8ePUwtTQ/PPfdc0VgUPB7PsmXLdF0XNcbC4sWLu3TpYqwxllu3bv344483NDSYJpIfvv3228pfQMbR+vbt+89//lPuK2rkP3708MMP67r+9ddf33XXXd26dTOOFl551apVYjoKCCCAAAIIIIBAJAIE7yPRoy8CCCCAAAIIIIAAAgj8R0BczqUUIXivZKESAQQQQAABBBBAAAEEEEAAAQTcJOD1epctW3bqqac+9NBDbtoXe0lQgd27d/u7z63xmsWjjjoqFretiy6a1+vt37+/cdnK8tFHH82NKKMrz2gIOEogFsH7mpoa+XzSt2/fWG9cvum9x+OJ/Kb34psasSmHB+83bdrUvHlzsVpj4d1331UehaqqqpNOOsnY0ldu0qTJmjVrjF3kNrEO3uu6fvbZZ8vzHn300caFGcvyq1rTtPPPP9/YxliWBw+1plWrVosWLTKOGd2yMgRy5513BpzlggsukPdifYtX05gE700gPETAsQIOCd4bfSorK+UMmHxSEjVpaWkjR440jkAZAZsFBgwYIF6QojBhwoTIlyFGMxai8ieilGuLb/DeuEdR1nX95ZdfFg+NhS+++EK5i2hVGucS5YCDn3nmmaKxKMyePTtgR2MD0dFYMDagjAACSoHFixcb3zUBy0OHDq2urhZDlZWVKbssWLBAtDEV3nrrLWUXEZtXPhtk5SWXXGKaTjysqKj43e9+F+Q4mqb16dNn+/btoruxIH/oOu200/z9y0DwMxpbErw3glNGAAEEEEAAgUgECN5HokdfBBBAAAEEEEAAAQQQ+I+AuJxLKULwXslCJQIIIIAAAggggAACCCCAAAIIuEZg3759HTt21DStefPmzo8xu4adjVgIHHvsscYrDuVyp06d5s+fX1tbazGIo5565513zjnnHHkjxpq0tDRHrZnFIIBAFAXkiLJFPjnIeV988UXjOcRXLiwsDLJ72M1idNN78U2N2JTDg/c9evQQSzUWLrjgAn+2yni2pmnz5s0zdTEO6CvbELyfP3++PK+mqS/PO3DgQGZmptz+73//u2kv4qHcOLya2MXGlPc/vPfee8UW/BWGDRsm7+WGG27w116uJ3gvm1CDgDMFHBi813Xd6/WuXr06Pz9fecdp+QSlaVp2dnZxcfGhQ4ec6cyq3C3Qtm1b+WU5derUCHfd0NAgD6tpWuz+3SCOwfuKigp5sykpKbqu19bWtm7dWn520qRJEQpbd5dn9Pcx0jjODTfcIHe86aabjG0CluURgpk64LA0QMDdAgsWLBDXQyrfRMrKMWPGGFk8Ho/crEWLFl999ZWxma+8Y8eOo48+Wm7frVs30Vh+NqQaMY6xsH///n79+oU0jqZpPXv2rKioMI7jK8vB+1BHDtie4L3MTg0CCCCAAAIIhCeg/pf98MaiFwIIIIAAAggggAACCCStgLicSykg/qFZ+SyVCCCAAAIIIIAAAggggAACCCCAQOIK/O/NW6ZMmSIuyb3lllsSdy+s3DUCS5Yssb4G8fDDD4/dpfMxZezdu7f11m666Sav1xvTNTA4AgjERSAWwftRo0bJp5TS0tJYb7CysjI9Pd009cCBAyOcV3xTI0Z2cvC+vr5erNNYSE1N/eyzz/xRGFuK8l133SW3F8+KgnXw/qmnnpoU4s+6detM81ZVVTVr1kzMKAqmZr6Hzz//vGggChkZGcZbIJo6imYRFtLT05Xx/kcffTREg0mffvqpcZEnn3yyvLYHHnjA2EZZHjlypNzxqquuUjZWVhK8V7JQiYADBZwZvBdQmzdvbtmypXxG8lfTtm3bKVOmiO4UELBHQPmCfPHFFyOcfenSpcqRIxzWonscg/dFRUXyZvv37+9b7bXXXis/e8wxx1jsJfKn5BmDSb/Pnj1b7njuueeGtB55hGCmDmkKGiPgMoE333yzcePGyvdOwMri4mKhcf/99yvb9+rV68CBA6KZ748EnXfeeXLjzMxMY0pfbhBSzfr1642T+sqXXHJJSIOIxsq/qUfwXhamBgEEEEAAAQQcK0Dw3rGHhoUhgAACCCCAAAIIIJBIAuJyLuWiCd4rWahEAAEEEEAAAQQQQAABBBBAAIFEF9i8ebMxOJeamrply5ZE3xTrT3QB6xsupaWlTZo0ac+ePQm6Ta/XW1xc3K5dO3ERp1y46qqr6uvrE3SDLBsBBPwJRD14f+DAgRYtWpjOIX379vW3gOjWDxkyxDS1x+MpLy+PZBbxTY0Y2bHB+4aGhnHjxol1GgvKFL2P5ZFHHjG2FOWGhgbZTTwrCtbB+0GDBomWQRb+8pe/yPNedtllcndTZMLXa+jQoXJL66i53D7smtTUVGPew7ekXr16hTrgokWLjAgnnHCCPEJhYaGxjbJ8+eWXyx0vvvhiZWNlJcF7JQuVCDhQwOHBe13XKysri4qKQkqFjRw5UhlUC8+/rq5uvTN+wls/vWwQkH9pappWVlYWydSHDh1S/h7v3bt3JMNa9/UXvC8J+mfatGmyRp8+fazn1XX99NNPlzvOmTPH1/Gdd96Rn411Fj28GRctWiR3PO644wIKGBvII8R6s8bZKSOQiALKO88r30py5WGHHSa27PV6L7jgArmNpmnXXHONaKbr+oMPPig3S0lJeeWVV4zN5DYh1eTk5Mh/zzSkEUyNjWvzlUP6iGUaLciH3PFeZqcGAQQQQAABBMITIHgfnhu9EEAAAQQQQAABBBBA4DcC4nKu39T++oDg/a8S/D8CCCCAAAIIIIAAAggggAACCCS8gNfrXbZsmfIyrw8++CDht8cGElzA4/EoX5yapqWnp7ssjn788cf726ymaXV1dQl+MFk+Agj8RiDqwft43e7et6vKykr5DBbhTe/FNzViZGcG72+//XaxQlPhiCOO+M1R//XBhg0blHeS79y5865du35t9Zv/N42saZo9wfv6+np56mHDhv1mcf9+IDfTNE0OORg7KrtEUtm1a1fj+JEH75V3vH/wwQeNsyjLF198sbyRsWPHKhsrKwneK1moRMCBAs4P3hvRNm3adP3118snKH81F154obF7eOVdu3b5G9/m+vDWT69YCxQWFsqvhHvuuSeSefft23fUUUfJw5555pmRDBuwr7/gvbySkGoCBu+nTp0qDzhkyBDjguUGmqZVV1cb20Sx/PPPPytnDDjFJ598ouwY0t9bVI4QcGoaIJC0Aps3b5bfNY0aNVL+u6v89/7k/+7bsGGDPKCmad98840PWfnxSR5H13XlOJqmeTyeESNGvPTSS+KoTZkypUmTJnJ7058/mzlzptzG4/HU1taKoXRdr6ura9y4sdxS/vUUMHjfrVu3448//qijjhIDTp8+fdiwYfLgFX5+Dh06ZFwbZQQQQAABBBBAIGwBgvdh09ERAQQQQAABBBBAAAEE/isgLuf6b5WhRPDegEERAQQQQAABBBBAAAEEEEAAAQQSVaCqqurRRx/t2LGjfJmXpmmDBg1K1I2xbrcILF++XPni1DSta9euX375pVs2+p99VFVVjRw50t+Wb775Zpftl+0gkOQC0Q3ex/d2975DKZ++PB5PJEdZfFMjRnZg8P7ee+8VyzMV0tLS3n77baXASSedZGqsaVrr1q2//vprZXtl3sCe4L1y6iZNmvzyyy+mpco7CnhnUWUX5R1hV65cuWTJkqeeeurPf/5zhw4dlB19lcZVRR68HzBggDzXfffdZ5xFWR46dKjc8cYbb1Q2VlYSvFeyUImAAwWUybE1a9Y4cKliSUVFRQFDYr6TWFRSygTvhTwFWeDzzz9v2rSp/Evz22+/lRsHX+PvE9p7770X/CBhtIxL8L6hoaFLly6y4eLFi41bkBtomvb3v//d2CaK5dLSUuWMAaf49ttvlR1/+umngH1FA+UI4lkKCCBgErjllltM75qUlJQlS5aYmvkezp8/39RY07RPP/3U1Fhuo2lanz59ampqvF7v+eefLzcw/Rk134ByM03Thg4d+sUXX5hm1HX9pZdekv+Ea3p6+t69e0Xjrl27ymM+9dRTooEoPP/88ykpKabGWVlZpj+N6u8zVfv27e+77z7jr7NDhw699NJLS5Ys2bx5s/JfgMXUFBBAAAEEEEAAgRgJELyPESzDIoAAAggggAACCCCQXALici7ltgneK1moRAABBBBAAAEEEEAAAQQQQACBBBIoLy9v2bKl6dIx48MVK1Yk0HZYqvsEvvnmG38v0QsvvDCke50lEE5DQ8P06dON70Rj+emnn06gvbBUBBCwFohu8P7FF180ni585cLCQus1RPdZeQEBc9fWCxDf1IiRHRi8F2szFRo3bvzqq6/62+Dxxx9vau/7m0eT/P/I7TMzM03Nn3/+eTHjoEGD5C7WNX/5y19Ed2NB2Wvu3LnGNt9//72ymbGNXA6ji67rXq/3hRdeaNu2rbK71+sVE0UevD/33HPlWe6++24xhb+CMkly++23+2sv1xO8l02oQcCZAokYvPedS5cvX37OOefIZzljDcF7Z77qXLOqqqqq7t27G19yohzhHpU3ZB46dGiEwwbsHpfg/fr164WbKGRmZh44cMC44D59+ohnReH88883tolieePGjWIWYyHgFGVlZcb2oixulB1wBOXfjYrwP0yCmZQ2CCSogNfrbdOmjXiv+QoWf/2zoaGhW7dupvZPPPGEaftXXnmlqY3v4XXXXfenP/1JfiojI2PTpk2mQcJ4O1966aXy4C+99JJv5E8++UR+dsiQIfK8vporrrhCbv/6668b2yuD9xkZGaaTsLGLrusE700gPEQAAQQQQAABewQI3tvjzCwIIIAAAggggAACCLhcQFzOpdwnwXslC5UIIIAAAggggAACCCCAAAIIIOB8/DNUuQAAIABJREFUgbVr18q3apEvIOOCVOcfSnev8KKLLlK+LFNSUh5//HF3713X9ZKSktatWysF2rVr5/rts0EEkkQgusF7ZbjIZskhQ4bIJ67y8vKwlyG+qRHDOid47/V6b775ZrEwU+GZZ56x3rUyeG8aJIyHV111lZg3isH7GTNmyItJSUn54YcfxHTK1NzMmTNFA2VBHjakj6DK7o899piYK/LgvTJo8Yc//EFM4a/Qo0cPeXkPP/ywv/ZyPcF72YQaBJwpkKDBeyNmZWVlUVGRfNbSNI3gvRGKcnQFbrzxRuWrTtO0adOmRTLXV199pRzZesyMjAxlL4vK9evXm8aMS/D+8MMPlxdpyoXquv7TTz/JN4LWNE35ge2tt96Sx7SuadOmjVHjjTfeULY3tlGWKyoqlB3feecdZXtlpXIEZUsqEUDgscceM71lOnXqNN3yZ/To0aYuAwYMkCU3b96cmZlpaql8aPGnzZTt5blETUNDg9xl2LBhvgZyLP/YY49taGgQ3eXCKaecYhrwnHPOMTaTg/fB/HcfwXujIWUEEEAAAQQQsE2A4L1t1EyEAAIIIIAAAggggICbBcTlXMpNErxXslCJAAIIIIAAAggggAACCCCAAAKOFfB6vcuWLTv11FNNF4r5e3jUUUc5di8sLBkElK/MJEnd+47vJ598It9vyseSDC8A9ohAMghEN3ivPG3azLhgwQJ5GZH8tRTxTY0Y1jnB+1GjRolVmQopKSkB5RMreO8vpvWnP/3Jt9OPP/7YhKBpWqNGjX7++WdrCrlXSMH7du3aySP8/ve/F5NGHry/88475SkuuugiMYW/wlFHHSV3fP755/21l+sJ3ssm1CDgTAEXBO99sMuXL5f/aAjBe2e+6tyxKvkXpa/mtNNOq6+vj2SPw4cPlwdPS0uzHjNxg/fyZjVNUxqeddZZcuOTTz5Zlok8eP+Pf/xDniuYT3p79+5VdlyzZo28Tn81yhH8NaYegSQXUCbAlW8ii8ru3bsrGZcuXRrwTwDn5eV5vV5l9zDueK/s0qVLF9/4xx13nGkXo0eP9je1r/6mm24ydcnMzDRm9QneWwPyLAIIIIAAAgg4SoDgvaMOB4tBAAEEEEAAAQQQQCBRBcTlXMoNELxXslCJAAIIIIAAAggggAACCCCAAALOFKiqqurYsaPpEjHrhyJJ5cwdsSp3C1RWVipfn0VFRe7euGl3n332WatWrWSKt956y9SShwggkIgC7gveV1ZWpqenm85aAwcODPvoiG9qxJgOCd5XVVWJJZkKqampTz/9dMAt2xC837Zt25YQfyorK/2tfPDgwaadaprWo0cPX/uJEyfKz15wwQX+RhP1cq9g4liiuzI8NmTIENFg69atIRps2bdvn+iu6/qzzz4rLzJgDNXr9TZq1Eju+PHHHxsHty4TvLf24VkEnCPgmuC9rutytCzgGS+YA7Fr1y75lBiXmmBWSxt7BKZMmaJ8DRx55JE//vhjJGtYu3atcuQJEyZYD+uy4L1ys88884wS5/PPPze1jzx4//bbbyvnMk0kP1SeVDVN++CDD+TG/mrCm9rfaNQj4G6B7Oxs5VsmpMqsrCx/Ssr/WjQOvmfPHn99lSn6gP/NaBzcV27Tpo1viiZNmpieffDBBy1m13X9qaeeMnXRNM24ZoL31oA8iwACCCCAAAKOEiB476jDwWIQQAABBBBAAAEEEEhUAXE5l3IDBO+VLFQigAACCCCAAAIIIIAAAggggIDTBLZv3z5lypTWrVvL14dZ1DRv3nz37t1O2wvrSR6BCRMmyK/PP/7xj8kjIHb6r3/9S6bo3r37oUOHRBsKCCCQoAJRDN4fOHBAPlf07dvXfpkhQ4aYVuLxeMrLy8NbifimRozphOD9jh07cnJyxJKMhbS0tBdffDGYzdoQvA9mGcG3KS4uNu5UlD/99FOv16u88/xzzz0XcHwxjrEQsJdoMGrUKGNHX7l///6iQeQFZXivXbt21iNv2bJFXlhKSoop1W89CMF7ax+eRcA5AsqMaEh3ZnbOXuwM3i9atOjHWP7I5+GAOT3nHAjXr+Shhx5SHiBN0955551Itt/Q0HDaaafJg2dkZOzcudN65JgG71cH/XPnnXfK6+/Tp4+/xVdUVMjt/b3a9+7dK/+dLE3Tbr/9dtP4kQfvS0pKgl+YcfaffvpJ2fGLL74wNrMuK0ew7sKzCCStgHwTeOU7yLqyRYsW/gDr6uos+mZkZPjr6KtX9g21S5MmTXRd379/vzzavHnzrEdbuXKl3Ou7774TvQjeCwoKCCCAAAIIIOB8AYL3zj9GrBABBBBAAAEEEEAAgQQQEJdzKddK8F7JQiUCCCCAAAIIIIAAAggggAACCDhEYO3atfn5+SkpKfJlYQFrUlNTt2zZ4pCNsIwkFJCTqJqmWdw3yfVEw4YNk9+27dq1I3vv+kPPBl0vIJ/uzj///PB2rYwfl5aWhjdaJL2ie9N78U2NOA3GN3i/bt26I488UizGVBD30AsGMOGC97quX3755aYta5rWvn37q6++Wq4fO3ZsMA5yR385MeVoZ5xxhjzC0KFDlY3DrpSnCLjIadOmyb1yc3NDWgPB+5C4aIxAHAUI3gfEV97x/o033gjYMZIG8nk44Nk7kunoG7yAv3+q8ng88+fPD34cZcsTTjhBPvRHHnlkVVWVsr2xMqbBe+NE1uWFCxfKW7AI3g8YMEBuH0bN66+/blxY5MH7srIy5TKMsyjLmzZtUnYM+KcTjKMpRzA2oIwAAj4Br9fr77SsfB/5q7QI3uu6PmfOHGXHdu3aBfzbZMqO1ofPXxfl6WXlypXWoyn/jMhbb70lehG8FxQUEEAAAQQQQMD5AgTvnX+MWCECCCCAAAIIIIAAAvEXmDlz5gzLH3G7kmGqH/GPzpZjzJg7d278t8oKEEAAAQQQQAABBBBAAAEEEEAgmQS8Xu+pp56qvLwsyMpLL700mcDYq7MEdu7cqbz92qJFi5y1UBtXs23btsMOO0x+/y5evNjGVTAVAghEXyBawfsDBw60aNHCdJaIy+3ufUZRvOm904L3yt9QPvljjjlm06ZNwb9KioqKpof4YzrEmqa1bNnSNMaKFSuCX0OoLVetWiWvQdM05S+pIOOUygGDX1jTpk3lESZOnBj8CMG0lKcIGN1URuDke8laz07w3tqHZxFwjgDB+4DHguB9QKLkaXD33Xcrf7GmpKTMmTMncgfl4LNmzQpm5EQM3peWloqLl5R7D77yqquuMipFHrzfvXu3cnbjLMryu+++q+xYXV2tbK+sVI6gbEklAgg0a9ZM+ZYJqdI6eH/00Uf7G+2SSy6xPgTKjqF2adq0qa7rW7dulUd74YUXrEd7++235V4fffSR6EXwXlBQQAABBBBAAAHnCxC8d/4xYoUIIIAAAggggAACCMRf4Nprr5X/VTTqNTNnzoz/VlkBAggggAACCCCAAAIIIIAAAggkh0BVVdXMmTM7duwY5D9xNGnSJDU1VW5cUlKSHGDs0okCDzzwgPyaPOecc5y4VhvX9PDDD8ssAwYMsHEJTIUAAtEXiFbw/sUXX5RPEYWFhdFfcXAjLliwQF7P448/Hlzv37RyVPD+wQcflPflq+nateuPP/74m6XH4IE8e4cOHWIwj98h6+vr5TX4q/F6vX4HMjyh7G54PkBR2X3hwoUBuoX4tHKWhoYGi2E8Ho/c6x//+IdFF/kpgveyCTUIOFPATcH7gQMHmk5frVq1Oi/in0GDBpmG1TTtqaeeiukBlWcM+GdTYroeBq+vr7/mmmuUx0XTtKh8dq2qqpLHP/bYYw8ePBiMfyIG7++77z55y+HVZGRkGJUiD977++honEVZVn4EMi1P2dFYqUQwNqCMAAJCoH379qa3TE5OzrgQf26++WYxoKlQV1dnGt/00NTe9NDU2PfQ1Mb0UO7Svn17Xdf3798vP/Xss8+aupseLl++XO713XffiWYE7wUFBQQQQAABBBBwvgDBe+cfI1aIAAIIIIAAAggggIBTBIzx+5SUlMaGH+U1MfI/pBp6/F/R+MekSd075TCzDgQQQAABBBBAAAEEEEAAAQRcLbB58+bx48db3ILV9A8aHTt23LNnj67rXq/X9JTvoau12JyjBZR3EMrPz3f0ou1a3OOPPy6/Ye+44w675mceBBCIvkBUgvfV1dWOut29j0l50/swBB0SvD/rrLPkM7CoCTLKFcb2TV3EjKJgc/Be13UxdcCCafH+HirH8ddY1O/cufPWW2/190WeaBatQufOneV19uzZs6amRjnF999/L7cPI+2pTJ2NGDFCOSmVCCAQRwE3Be979eqlPIPFovLhhx+O6VFTrjmmMzK4hYD8Nx3EAWrUqNG8efMs+gb51LZt25o3by6GFYX6+vogR4hKs7Bv8y5mX7hwoVi8KPTp00c0EIV169aJBlEpiJGjVVCuKuDg99xzj9xx1KhRATsaG8gjhPFhzDggZQRcLHDeeeeZ3jInnnhitPa7ePFi0+Dyw6OPPnr79u3+ZpTbB3w7y12uuOIK3/idOnUyPVtQUOBval/9uHHjTF0yMzONf4iN4L01IM8igAACCCCAgKMECN476nCwGAQQQAABBBBAAAEEnC4wYcIE3z+PejyeCNc6Z84cEbyP9ffEES6V7ggggAACCCCAAAIIIIAAAggg4A6BN954Q/xzhOkKMPnhKaec8txzz9XV1fn2/vLLL8ttevTo4Q4ZdpGIArfddpv8mly1alUi7iXqa963b5+M07Nnz6hPxIAIIGCbQFSC90673b1PT3nT+zBgnRC8r66ulk+/oubmm2+uCOWnqqoqDAdfFzGpKNgfvA8ykHnKKacEuU2xF2PB1Hf//v0VFRWlpaXr1q37/+zdeXxV5YH/8edmYwlbWCIMUKhERTE65qKouC9YbRBaRa1TLKJFtA7t76U2tQWpG4IrtDiKI4xhWrCKIyIubay1pqDgjhFEBQFLuRGIBrIQIDm/ac94+nies931nHvuJ3+0z33us76fc69JuN+c//mf/7nrrru6dOkitzeVTd2Tf3jbbbeZptAfjh8/vqWlxTT+Z599NmLECMv2ppauDwneuxLRAIGACBC8t3zTc61M9wcqLBcQkGsm15bxt7/9zfI4hBCdO3devnx5SkDUYKQ+aUoG9z5IJoP31157rR1sYvV/+9vfvO/US0vLZbh2/M53vqN2nD59umtHuYE6gmtSV+5OGYGcEvjpT3+qvmTq6uqSR6irq1P/UKA6lxDizDPPNP7NwjSvZXtTG/nhu+++q3Z55JFH9DaXX3656dlDDjnEbmq9y/Dhw01dxowZI89I8F7WoIwAAggggAACARcgeB/wA2J5CCCAAAIIIIAAAggETsD49WiS/6RnfMw93f9IHDhBFoQAAggggAACCCCAAAIIIIAAApkVaG9vX7FixahRo4xfa7gWVqxYId+JRdO0k08+We21aNGizG6F2RD4p8Dxxx+vXpOm6/afrXOvpOLwwfHcuwrYcagEUhK8v/TSS9U3h08++cRfqcbGRnVVCSwpCMH7HTt2qHtJuOb4449PwEHvok6a+eD93XffrS5DrXnggQc8blPtm2TNeeed53Fq780+//zzzp07Wy7s8MMP/+STT/TvVdra2mbMmFFSUmLZ0vmmkf/xH/9RpXx997vfVYc64ogjlIZVM2bM8L4dWiKAQMoFCN6rb1ZeatL9mQrLNaT89BnQVWDdunVDhgyxPI4ePXr86U9/ch3BS4P169cXFBSos4wePdpL9xS2yVjwvq2trXfv3uqWk6m57777UkihaZrlYlynKCsrUzsuXrzYtaPcQB2B35/IPpQRkAWeeeYZ9SXjeh94Y4QvvviipqZmx44dRo1eaGxsPPzww9WR+/Xrp1YKIX7605+aRtAfWja2bKlXTp06Ve2yceNG/dn58+erzz7//PN2A65du1Zt/8tf/lJun1jwXv2NEG9TsiplBBBAAAEEEEiTAMH7NMEyLAIIIIAAAggggAACYRaQ73ufQPyee92H+eJgbwgggAACCCCAAAIIIIAAAggERmD79u1VVVW9evVSP+9lV1NYWFhRUfHDH/7QtAnLJM+sWbNMzXiIQCYFLC/j8/j6SiAvL08lyuQBMRcCCKRWQP2Y9be+9a24pgjm7e71LajvV/Pnz49rd5qmEbyXxVTSzAfvNU0799xz1ZXINRdccIG8bOey3DHJclFRUU1NjfN0CT/75ZdfHnLIIQmv8PTTT3f+Q0KjR49OeHAhRLdu3RLeGh0RQCB5AYL3ib2DEbxP/toL/giWYXj9gknhtzG1tbWWF+G3v/3tzBNlLHhv+Wu9f/u3f/O45XvuuccSbd26dR5H8NKse/fu6iwLFy506PvAAw+oXfr27ev8rZQ6oDoIiVZViRoEDAH1txNCiMLCQqOBZWHSpEn5+fn6y23JkiWmNpYvw9dff13TtI8//rhHjx5qg549e5oGietPeLzzzjulpaXqsPfff788bDQaVduYsvR6+wcffFBtOWzYsPb2dnnAxIL3t956qzr49u3b5ZEpI4AAAggggAACKRcgeJ9yUgZEAAEEEEAAAQQQQCAnBBLO3pO6z4nrg00igAACCCCAAAIIIIAAAggg4LfA+++/X1RUpH4ey2ONvPyPPvpITfB269atoaFBbkYZgQwLeLyYaSYLZPiMmA4BBFIooH60Pd7gfTBvd68TqXcIP/300+PVI3gvi8lv/no5hYk1eSLn8uLFi9WVyDVLly51HkF+Vu6YTLlr164rVqyQR055+fe//736/bOXNffp02fLli3O6yF47+zDswgEXIDgvZc3Q7UNwfuAX9hJLq+9vf2GG25Qz12vOeaYYz777LMkpzC6n3jiiepEeXl57733ntEmY4WMBe87deqk7nrlypUed/rZZ59ZfmNz0003eRzBS7MLL7xQXaTzDwWWgdjLLrvMy3RyG3VegveyD2UETALvvPOO5avmnHPOqampOXjwoNx++/bt//mf/3n++efLXUzB+5deekl+1igb4yxdutSolAvNzc1GG70gP2uU77jjjvfee09e2Icffmj5xlhSUrJnzx55TLsfaffu3Ss3a21tjUQixoxG4YEHHpCbaZqWWPD+6aefNsY0Ct/97nf37dtnjL9ly5b77rtvwoQJ7777rlFJAQEEEEAAAQQQSEaA4H0yevRFAAEEEEAAAQQQQCCnBYzfY+bl5XmEIHXvEYpmCCCAAAIIIIAAAggggAACCCCQsEBtbW1lZaXlJ72M32a4FuTZp06dqrb/yU9+IrehjEDmBdTLkhpXgcwfEzMigECqBJIP3nfr1k19l0jV8pIcZ+zYsaa15eXlxXv3NoL38imYPIUQvgTv9+7dW1xcrC5Gr+nRo0dLS4u8bOey3Tjx1r/99tvOE6Xk2XvvvTfehQkh/vjHP7rOTvDelYgGCARZINzB+6KioiuT/rrooovU90+C90G+qpNcW3Nz83e+8x310PWa888/35SBTHI6y4m83/s9ydlN3TMWvLfc9f79+03rcXh4xhlnqIMMHDhQDrI6dPfyVHV1tTqFEOL3v/+9XXfL9suWLbNrb1dvOY5dY+oRQMDuxvL6S6lHjx5XXnnljTfeeP31119yySWW/0ghB++3bt3ar18/9WVYWVkpU6sNhBATJ06U2zgvrFOnTsOGDSsvL7e80b0+/owZM0wD7tu3z3LqPn36XHnllXPnzp03b97UqVP79+9v2ayxsdE0YGLB+7/+9a+W4/fq1ev0008fN25cWVmZQf3iiy+aJuUhAggggAACCCCQmADB+8Tc6IUAAggggAACCCCAAAKacdN7IcTTTz/tRcT4FSd/HdkLF20QQAABBBBAAAEEEEAAAQQQQCBegebm5pUrV956662W94my/HiWWllUVKTPq0ehunbtqrb59NNP410b7RFIrYB6WVLjKpDaI2A0BBDIpEDywXvLt4hMbsFhLsubyM2fP9+hi/oUwXvZRD1uX4L3mqZ9//vfVxej11x55ZXyml3LduN4r+/cufMvfvEL14lS1SA/P9/72oQQPXr08DI1wXsvSrRBILAC4Q7e9+zZM3n5jRs3qm+eBO+Thw3mCJ9//vnxxx+vnrhRk8Jct6Zp+/fvN0aWC5s2bfLFx9/gfVxbXrBggSxmlGtqauIax6Hxl19+afkHmwYMGPDxxx+rHdetW2csQy7E9Xed9GHl7kZZnZEaBBAwBAYMGGC8WBIoGMH7ffv2nXDCCeoIgwcP3rVrlzGdpmkjRoxQmwkhHnroIbmZZRvvlZZvIN67qy3ltenlxIL3mqYdd9xx6viWNQTvVXZqEEAAAQQQQCAxAYL3ibnRCwEEEEAAAQQQQAABBP5PwIjf5+XlOcTv58+fb6Tu0/2vwpwNAggggAACCCCAAAIIIIAAAgggYBLYsWOHHsgfOHCg5eex7CrXrl1r+ZRpfB4ikHkByyuTSmeBzB8TMyKAQKoEkgzeNzc3q+8Pxx9/fKqWl/w4yd/0nuC9fArqcfsVvD948KC6GCHEN77xjfb2dnnNrmXLcZwrI5HIRRdddNttt6UwFea6TrlBU1PTLbfc4rzIww8/fOHChd41CN7LwpQRyDoBgveuR0bw3pUoTA1WrFjh/F/JeJ+97rrr7Hz27NljeZfjbt262XVJd31mgvczZ85UGYcMGRLv7saNG6eOk1q9TZs2derUSZ1FCFFUVHTsscee84+vgoICyzZCiOLiYod9vf3223YdPdY7DM5TCOSawDPPPNO5c2ePrx1TMyN4b6rXH86aNcsS89FHH7VsL/+oa9nAS2XXrl1XrlxpOW9TU9OJJ57oZRC5TXl5eUNDgzpgwsH7lpaWo446Sp7CrkzwXmWnBgEEEEAAAQQSEyB4n5gbvRBAAAEEEEAAAQQQQOCfAnL2/p+1UonUvYRBEQEEEEAAAQQQQAABBBBAAIEcFWhsbNy8efOGDRve/Oprw4YNjY2NmefQQ/gXXnihlxC+ZbDnzDPPzPyymREBk4DdhwupdxAwGfIQAQSySCDJ4P2yZcvUN4e77747OALJ3/Q+CMH7tra2mtR9rVmzJuEDUldRW1ub8GhJdlQXU1NTs27duniHtRzHsvKtt97atGlTfX19c3NzvLOko/2yZct++MMfmiIWxcXFI0eOvOmmmzo6OuKa9I033rDctcfKl19+Oa7paIwAAqkVIHjv6knw3pUoTA0yGbyfMWOG+v2wEGLGjBl+kWYgeN/R0TFs2DB14z/72c/i3fXjjz+ujiNEioMYN910k+UsHivvuOMOh30RvHfA4SkEEhBYvXq1x9emqZkevH/zzTdN9fpDhz9J9r3vfc+5i+WzrpUlJSV/+ctfHAS+/PLLU0891XUco8HIkSM///xzywFNPxUKIbzfwGndunVdunQxZrErELy3lKcSAQQQQAABBBIQSPHPewmsgC4IIIAAAggggAACCCAQAgHjV5mWN73nXvchOGK2gAACCCCAAAIIIIAAAggggEBcAk1NTa+//vqCBQsuvvjikSNH9u/f3/jtgalQWFjYv3//iy+++MYbb1ywYMHrr78e10RJNv7www9N6/Hy8Pnnn09yXrojkLyAl2uVNiaB5NkZAQEE/BJIMnh/6aWXmt4QhBCffPKJX9tR521sbFRvl3f66aerLe1qghC8t1sb9QjoAlu3bl2/fv2bb765ceNGTBBAIDcFCN67njvBe1eiMDXIWPD+b3/7W3Fxsfr9cN++fX35m5j6IWYgeL9q1Sp110KI9957L94Lqbm52XKoeMdxbm83i+XUpsrjjz9+3759DuMTvHfA4SkEEhOYPHlyfn6+6cXo8DAvL+/888/fv3//rl27hg4dqrYcMGCAw0oaGxvVLkKIW265Re9l+axz5TnnnOPlp7O2tra8vDznofRnI5FIS0uL3S6SCd5rmlZbW+u6BoL3dvjUI4AAAggggEC8AgTv4xWjPQIIIIAAAggggAACCFgLyPe9N+L33OveGotaBBBAAAEEEEAAAQQQQAABBMIl0NTUtGzZMi83kHf9XJTcYNCgQVdfffWyZcuamppSDlZfXz9ixAh5Oo/lRYsWpXwxDIhAAgLqFXvMMcckME5Yu/ziF79QicK6WfaFQC4IJBO8D/7t7vUTTPKm9wTvc+GFwB4RQACBbBcgeO96ggTvXYnC1CBjwfuCggL1B+RvfOMbra2tPnqmO3i/b9++3r17qxu/8847E9u1OlRc92r2OOkbb7xhuWzL2Y3KDRs2uI5P8N6ViAYIJCzQ0tJyww03nHXWWcOGDTNemPn5+SeffPK///u/P/bYY/LIn3322QKrr+eee05uZll+6aWXrLouePLJJzVNM6aWC+vWrZs9e/Yll1xy1FFHde3atXfv3kcfffRtt932wQcfWE7hXPnBBx/MmDHD9MdcOnfuXFVV9c477zj31TTtd7/7nWn9CfwllC1btsybN2/48OGlpaWdOnXq37//WWed9eMf/3jJkiWuC6ABAggggAACCCDgXYDgvXcrWiKAAAIIIIAAAggggICLgJy91zSN1L2LF08jgAACCCCAAAIIIIAAAgggkP0Cy5YtmzBhQteuXeXPcqW83LVr12XLlqX208CJpe4POeSQ1C4j+y8BduCbgPpCI3gvHwbBe1mDMgIhEEgmeB/8293rB2R58zrvN70neB+C65wtIIAAAqEXIHjvesQE712JwtQgY8F79RcIQgjf/7JkuoP3Tz31lLrxSCSyefPmxK6ifv36qQMee+yxiY3m0Gvz5s0VFRXqXHY1p5xyisNoxlME7w0KCgikVeDgwYMNDQ179uxJ6yyWg1u+S1i2TL6yqanp448//vDDDxsbG5MfjREQQAABBBBAAIEAChC8D+ChsCQEEEAAAQQQQAABBLJYwPgF7sSJE42OgJeyAAAgAElEQVTyAw88kMVbYukIIIAAAggggAACCCCAAAIIIGAl8OGHH1ZVVRk//meg0KtXrylTplitJe66+vr6xBZ81113xT0ZHRBIj4B6DRO8l6UJ3ssalBEIgUDCwfvm5uZu3bqZ3jOPP/74YJqY1imEyMvL87hUgvceoWiGAAIIIOCjAMF7V3yC965EYWqQmeD9q6++qn6TKYQ4ePCgv5jpDt5/5zvfUTd+8sknJ7zrH/3oR+qAQogEbtfsuob9+/fPmzfPcjq5sn///o888ojHoyR478pOAwSyXUB+fzDK2b4p1o8AAggggAACCPglQPDeL3nmRQABBBBAAAEEEEAgnALXXHON8XtboxDOrbIrBBBAAAEEEEAAAQQQQAABBHJYoLKyMhKJGD/7Z7IwevToFStWJGNfX19vd7v7goICh70UFxfv2rUrmanpi0AKBdRrleC9zEvwXtagjEAIBBIO3r/66quFhYWm98w5c+YE08S0ToL3wTwmVoUAAgggkLAAwXtXOoL3rkRharB+/fqqlH49/fTTqs+SJUssJ1FbZrimubk5yYW988476ghz587VNzJjxgz12T/84Q8Jb7Ourk4dsKqq6s9//nPCYzp3rK6urqys7N69u/pjQq9evX73u9+1tbU5jyA/u337dsv1e6+UR6OMAAIBFFDfK4QgLxbAg2JJCCCAAAIIIJAdAnwjlR3nxCoRQAABBBBAAAEEEMgugfHjx+u/yeVe99l1cKwWAQQQQAABBBBAAAEEEEAAAQeBp59+euTIkZYf3vKlcuTIkZafJ3bYgqZpdpF7IURFRcXNN9/ssJdNmzY5D86zCGRSQL1WCd7L/gTvZQ3KCIRAIOHgvbH3hoYGPbhSVFRkVAatMHbs2Ly8vNGjR2/fvj3etXHH+3jFaI8AAgggkHkBgveu5gTvXYlogAACCCCAAAKWAuqviwneW0JRiQACCCCAAAIIeBEgeO9FiTYIIIAAAggggAACCCAQn8Arr7yi/yY3vm60RgABBBBAAAEEEEAAAQQQQACBoAps2LDB8mNbrpVjxoyZMmXKrFmzVq5c+dprr73//vubvvp6//33V65cWV1dPWvWrDFjxnzjG99wHU1tcOaZZ65fv94jW319vTqCXlNRUbF79+5ly5bZNeAzah6RaZYxAfVaJXgv4xO8lzUoIxACgeSD9wbC7t27jXLQCh9++OGOHTsSWxXB+8Tc6IUAAgggkEkBgveu2gTvXYlogAACCCCAAAKWAuqvi/lHDUsoKhFAAAEEEEAAAS8CBO+9KNEGAQQQQAABBBBAAAEE4hMgeB+fF60RQAABBBBAAAEEEEAAAQQQCLBAc3PzzTffXFRUZPmxLcvKcePGzZkz55VXXmloaIhrZw0NDa+88sq4ceP69etnObJlZVFRUVNTk+tE9fX1dre711P3mqZ9+umnllPola5T0ACBTAqo1yrBe9mf4L2sQRmBEAikMHgfAg3LLRC8t2ShEgEEEEAgUAIE712Pg+C9KxENEEAAAQQQQMBSQP11McF7SygqEUAAAQQQQAABLwIE770o0QYBBBBAAAEEEEAAAQTiEyB4H58XrRFAAAEEEEAAAQQQQAABBBAIpMCXX345YcIEy09rmSr/9V//9b777kvHJrZu3Xrvvfcee+yxphktH1500UWWa3CI3AshTLe9HTNmjOXgzz33nOXgVCLgl4B6oRK8l8+C4L2sQRmBEAgQvHc9RIL3rkQ0QAABBBDwXYDgvesRELx3JaIBAggggAACCFgKqL8uJnhvCUUlAggggAACCCDgRYDgvRcl2iCAAAIIIIAAAggggEB8AgTv4/OiNQIIIIAAAggggAACCCCAAALBE3jjjTeGDRtm+VEtufKqq65as2ZNBpZ/9dVXd+7cWZ7asrx27Vp1MXY3uhdCVFRUmNrffPPN6sgjRozo6OgwteQhAv4KqBcqwXv5RAjeyxqUEQiBAMF710MkeO9KRAMEEEAAAd8Fwh28LygoGJP01ymnnKL+rHfvvfem9ezUGcnppRWcwRFAAAEEEEiHAP9BT4cqYyKAAAIIIIBAzgoQvM/Zo2fjCCCAAAIIIIAAAgikUYDgfRpxGRoBBBBAAAEEEEAAAQQQQACBjAh06tTJ8nNaRmVxcfG0adMyspb/m6S+vn7mzJnGAiwLBQUFs2fPlkPy9fX1li311L3pdveapi1btkxtv2jRokzulLkQ8CKgXqgE72U3gveyBmUEQiBA8N71EAneuxLRAAEEEEDAd4FwB+/Vn9FSVUPw3vdLlwUggAACCCAQfIEJVl/BXzYrRAABBBBAAAEEgilA8D6Y58KqEEAAAQQQQAABBBDIbgGC99l9fqweAQQQQAABBBBAAAEEEEAgtwUaGxsvueQS50+HT5s2bceOHb44zZw5s6SkxHl5F154oZ6or6+vt7vdfUVFhZq61zTt008/NQ1+yCGHtLa2+rJZJkXAQcB0oQohCN7LXATvZQ3KCIRAgOC96yESvHclogECCCCAgO8CBO/Vn+O81BC89/3SZQEIIIAAAggggAACCCCAAAIIIJBTAgTvc+q42SwCCCCAAAIIIIAAAhkSIHifIWimQQABBBBAAAEEEEAAAQQQQCClAh988MHgwYMdPvMdjUbXrl2b0jkTH+zkk092WKoQYtiwYXYNKioqHCYeM2aM3HHXrl0OjXkKAb8E5KtULxO8l8+C4L2sQRmBEAgQvHc9RIL3rkQ0QAABBBDwXYDgvfpznJcagve+X7osAAEEEEAAAQQQQAABBBBAAAEEckqA4H1OHTebRQABBBBAAAEEEEAgQwIE7zMEzTQIIIAAAggggAACCCCAAAIIpFSgb9++Dh/4njt3bnt7e0onTGqwjo6O6urqfv36OazZ8im7e90bq7n55pvljkY9BQQCJSBfpXqZ4L18QATvZQ3KCIRAgOC96yESvHclogECCCCAgO8CBO/Vn+O81BC89/3SZQEIIIAAAggggAACCCCAAAIIIJBTAgTvc+q42SwCCCCAAAIIIIAAAhkSIHifIWimQQABBBBAAAEEEEAAAQQQQCB1As8++6zDp73HjBmTuqlSOdLnn39+3nnnOazc9JRr6l7TtGXLlhm98vPzU7lcxkIgdQLGVWoUCN7LugTvZQ3KCIRAgOC96yESvHclogECCCCAgO8CBO+NH9/iKhC89/3SZQEIIIAAAggggAACCCCAAAIIIJBTAgTvc+q42SwCCCCAAAIIIIAAAhkS2LRpkxAiEolkaD6mQQABBBBAAAEEEEAAAQQQQACBJAT+9Kc/de7c2e4z36+++moSY2eo65o1a4YOHWq3BaO+oqLC44KMLmvWrPHYhWYIZFjAuEqNAsF7+QgI3ssalBEIgQDBe9dDJHjvSkQDBBBAAAHfBcIUvB8zZozxs5he6N+//+Skvy6//HLTsEKI//qv/0rr2akzCsHHy9NKzuAIIIAAAggggAACCCCAAAIIIBBoAX4zEujjYXEIIIAAAggggAACCGSpAMH7LD04lo0AAggggAACCCCAAAIIIJCbAj169LD8jLUQ4vTTT88Wk507d55xxhl2GxFCeLnXvbFZfZyzzjrLqKGAQNAE1Kud4L18RgTvZQ3KCIRAgOC96yESvHclogECCCCAgO8CYQreX3/99aYfyk477bTkhXfu3GkaVgjxxz/+MfmRHUZQZyR478DFUwgggAACCCCAAAIIIIAAAgggEHoBgvehP2I2iAACCCCAAAIIIICADwIE731AZ0oEEEAAAQQQQAABBBBAAAEEEhL45JNPLD9gLYQYN25cS0tLQqP60+mzzz6z20tBQUFc967Xx3n++ef92QmzIuBBQL3aCd7LbATvZQ3KCIRAgOC96yESvHclogECCCCAgO8CBO9dj4DgvSsRDRBAAAEEEEAAAQQQQAABBBBAAIF0CxC8T7cw4yOAAAIIIIAAAgggkIsCBO9z8dTZMwIIIIAAAggggAACCCCAQLYJHDhwYPTo0Wp2V6/p6OjIog3V19ePGDHCbi9G/QknnOBxU0KIRYsWeWxMMwR8ETAubKNA8F4+CIL3sgZlBEIgQPDe9RAJ3rsS0QABBBBAwHcBgveuR2AZvP/1r3+9Op1fxg+VcsF1qTRAAAEEEEAAAQQQQAABBBBAAAEEwipA8D6sJ8u+EEAAAQQQQAABBBDwU4DgvZ/6zI0AAggggAACCCCAAAIIIICAN4GbbrpJ/kS1XL7zzju9jRGUVl5S9/oGPa746KOPbm1t9diYZgj4IiC/ZvUywXv5IAjeyxqUEQiBAMF710MkeO9KRAMEEEAAAd8FCN67HoFl8F796S8DNa5LpQECCCCAAAIIIIAAAggggAACCCAQVgGC92E9WfaFAAIIIIAAAggggICfAgTv/dRnbgQQQAABBBBAAAEEEEAAAQQ8CDz//PORSMTyg9rXXXedhwEC1KS+vt5yI5aVy5cv97L0NWvWeGlGGwR8FFCvcIL38nEQvJc1KCMQAgGC966HSPDelYgGCCCAAAK+C4QmeP/www8PGTLE9EPZaaedlrwwwfvkDRkBAQQQQAABBBBAAAEEEEAAAQQQSFKA4H2SgHRHAAEEEEAAAQQQQAABCwGC9xYoVCGAAAIIIIAAAggggAACCCAQJIG+ffuaPiCuP/ze977X3t4epJW6rKW+vt777e6FECUlJZ9++qnLoDyNQDYIqC9hgvfyuRG8lzUoIxACAYL3rodI8N6ViAYIIIAAAr4LhCB4v3nz5qqqKvXHMSEEwXvfLzAWgAACCCCAAAIIIIAAAggggAACCKREgOB9ShgZBAEEEEAAAQQQQAABBL4mQPD+axw8QAABBBBAAAEEEEAAAQQQQCBgAnfccYflZ8T37t0bsJU6Lcc5cl9RUdHU1FReXm6509tvv91paJ5DIBsE1Gub4L18bgTvZQ3KCIRAgOC96yESvHclogECCCCAgO8CWRq8b21tra6utvsNg/GjGcF73y8wFoAAAggggAACCCCAAAIIIIAAAgikRIDgfUoYGQQBBBBAAAEEEEAAAQS+JkDw/mscPEAAAQQQQAABBBBAAAEEEEAgSAJbt24tLi42PhduFIqLi4O0TPe1ONzovqKiYvfu3ZqmffTRR927dzf2aBS6dOniPgEtEAi2gHE9GwWC9/KJEbyXNSgjEAIBgveuh0jw3pWIBggggAACvgtkY/C+qqqqT58+xo9dDgWC975fYCwAAQQQQAABBBBAAAEEEEAAAQQQSIkAwfuUMDIIAggggAACCCCAAAIIfE2A4P3XOHiAAAIIIIAAAggggAACCCCAQJAExo4da/kx8erq6iAt02Ut9fX1lrsQQhipe32IpUuXWrZ0mYCnEQi8gHphE7yXD43gvaxBGYEQCBC8dz1EgveuRDRAAAEEEPBdIIuC9x0dHS+99NK4cePUn7zsai6//PLkhXfu3Gk3fobrk98LIyCAAAIIIIAAAggggAACCCCAAAJZKkDwPksPjmUjgAACCCCAAAIIIBBoAYL3gT4eFocAAggggAACCCCAAAIIIJDDAkOGDFE/qD1ixIjm5uZsUamvr3e4171+o3vTXizbDxkyJIt2bdoRDxHQNE19LRO8ly8MgveyBmUEQiBA8N71EAneuxLRAAEEEEDAd4HgB+83b97s/Rb3+g9lVVVVW7duTZVte3v7tmB8pWpHjIMAAggggAACCCCAAAIIIIAAAghknQDB+6w7MhaMAAIIIIAAAggggEAWCBC8z4JDYokIIIAAAggggAACCCCAAAI5KaAmdYUQq1evziIMyxS9vq+KigrLjbz22mt5eXnq3n/+859btqcSgawQUC9pgvfywRG8lzUoIxACAYL3rodI8N6ViAYIIIAAAr4LBDx4X1tbW1BQoP6oZVdz3HHHLViwwHdVFoAAAggggAACCCCAAAIIIIAAAgggkFoBgvep9WQ0BBBAAAEEEEAAAQQQ+LsAwXuuAwQQQAABBBBAAAEEEEAAAQQCKLB7927LD4sHcKl2S6qvr7fcghCioqLC8nb3+lBXX3212rG4uPjzzz+3m4t6BAIuoF7SBO/lIyN4L2tQRiAEAgTvXQ+R4L0rEQ0QQAABBHwXCGbwvrW1tbq6ury8XP0hy66msrKypqbGd08WgAACCCCAAAIIIIAAAggggAACCCCQDgGC9+lQZUwEEEAAAQQQQAABBHJdgOB9rl8B7B8BBBBAAAEEEEAAAQQQQCCQAjNmzFA/Mt67d+9ALtZiUfX19Xa3u3dO3Wuatnv37n79+qnbnzFjhsVMVCGQDQLq9UzwXj43gveyBmUEQiBA8N71EAneuxLRAAEEEEDAd4EABu83b97cp08f9ccru5rS0tKqqirfJVkAAggggAACCCCAAAIIIIAAAggggED6BAjep8+WkRFAAAEEEEAAAQQQyF0Bgve5e/bsHAEEEEAAAQQQQAABBBBAIKgCd911l/qp8VGjRnV0dAR1yV9bl13kXr/X/dea2jxob28fNWqUimDTnGoEgi6gXswE7+UzI3gva1BGIAQCBO9dD5HgvSsRDRBAAAEEfBcISPBev8W9+iOVXU1+fj63uPf94mEBCCCAAAIIIIAAAggggAACCCCAQMYECN5njJqJEEAAAQQQQAABBBDIIQGC9zl02GwVAQQQQAABBBBAAAEEEEAgGwRaW1sHDBigfoL8xRdfzIbla/X19eri9RrXe93LG3z++efVcfbu3Su3oYxAtgioFzPBe/nsCN7LGpQRCIEAwXvXQyR470pEAwQQQAAB3wV8D95v3ry5qqoqrlvcV1VVbd261Xc6FoAAAggggAACCCCAAAIIIIAAAgggkDEBgvcZo2YiBBBAAAEEEEAAAQRySIDgfQ4dNltFAAEEEEAAAQQQQAABBBDIBoH58+erGd1oNJoNa/976t7udvdxpe71zaoO8+bNywoHFomASUC9mAney0QE72UNygiEQIDgveshErx3JaIBAggggIDvAv4G72trawsKCtSfpOxqjjvuuAULFviOxgIQQAABBBBAAAEEEEAAAQQQQAABBDIsQPA+w+BMhwACCCCAAAIIIIBATggQvM+JY2aTCCCAAAIIIIAAAggggAAC2SOgfoj8yCOPbG9vT34Hf/jDH+bMmZP8OJYjxGIxu8i9EGL37t2WvZwrjz76aFVj9erVzr14FoEACqhXMsF7+ZgI3ssalBEIgQDBe9dDJHjvSkQDBBBAAAHfBTIfvN+0aVNVVZX605NdTWlpKbe49/06YQEIIIAAAggggAACCCCAAAIIIICAvwIE7/31Z3YEEEAAAQQQQAABBMIpQPA+nOfKrhBAAAEEEEAAAQQQQAABXwVSkhL3dQd+Tq5+oHzx4sUpWVBhYaEQYtKkSW1tbSkZUB7EIXVfUVEht/Re/s1vfqNqXHXVVd5HoGUCArx+E0Bz7aJeyQTvZTSC97IGZQRCIEDw3vUQCd67EtEAAQQQQMB3gQwH7ydMmBDXLe4rKipaWlp8V2IBCCCAAAIIIIAAAggggAACCCCAAAL+ChC899ef2RFAAAEEEEAAAQQQCKcAwftwniu7QgABBBBAAAEEEEAAAQR8FbjqqqsWLVrk6xKydfK2tjY1oLtv374k99PR0TFz5kxj5NGjRyc5oKl7LBYzBjcVKioqErvdvaZpbW1tpaWlpgF79eqVjj8cYNpRLj88+uijc3n7adq76TIWQhC8l6kJ3ssalBEIgQDBe9dDJHjvSkQDBBBAAAHfBTITvG9tba2uri4vL1d/aLKsyc/Pr6ysrKmp8d2HBSCAAAIIIIAAAggggAACCCCAAAIIBEGA4H0QToE1IIAAAggggAACCCAQNgGC92E7UfaDAAIIIIAAAggggAACCARAYPz48ZFIhOx9AkexYsUK9ZPlCYwjd2ltbf3e975nGnbjxo1ym2TKsVjM7nb3yaTu9SXdcMMNppULIVauXJnMgunrLJCXl9fa2urchmfjFVAvY4L3siHBe1mDMgIhECB473qIBO9diWiAAAIIIOC7QAaC91VVVX369FF/XLKrKS0t3bp1q+8yLAABBBBAAAEEEEAAAQQQQAABBBBAIDgCBO+DcxasBAEEEEAAAQQQQACB8AgQvA/PWbITBBBAAAEEEEAAAQQQQCAwAuPHj9c/JL148eLALCoLFtLe3q7e4P3YY49NZul1dXV2H1jv3Lnz448/nszgmqbZRe6FENFoNMnB9e7HHHOMaQt9+/Ztb29PyeAMogrk5eUJIYYOHdrW1qY+S01iAqZrmDvemxgJ3ptAeIhAtgsQvHc9QYL3rkQ0QAABBBDwXSBNwfvW1lbv97cXQui3uPddgwUggAACCCCAAAIIIIAAAggggAACCARTgOB9MM+FVSGAAAIIIIAAAgggkN0CBO+z+/xYPQIIIIAAAggggAACCCAQSAEjeB+JRMjeez+iNWvWqOncO++80/sIppY1NTW9evVSxzRqIpGIqUtcD2OxmDGUqRCNRhsaGuIaza7xHXfcYRpcCLF27Vq79tQnKaAH78neJ8lo6q5ew9zxXiYieC9rUEYgBAIE710PkeC9KxENEEAAAQR8F0h58H7Tpk1VVVW9e/dWfz6yrCktLa2qquIW975fCSwAAQQQQAABBBBAAAEEEEAAAQQQCLIAwfsgnw5rQwABBBBAAAEEEEAgWwUI3mfrybFuBBBAAAEEEEAAAQQQQCDAAkbwXggRiUQWLVoU4MUGaGm33nqr+lnzurq6xJa4cOHCwsJCdUBTzaRJkxK7sXksFrO73X0KU/eaptXV1ZnWLIS47bbbEmOhl6uAEbwXQgwePNi1PQ28CKjXMMF72Y3gvaxBGYEQCBC8dz1EgveuRDRAAAEEEPBdILXB+wkTJhQUFKg/GdnVVFRUtLS0+I7AAhBAAAEEEEAAAQQQQAABBBBAAAEEAi5A8D7gB8TyEEAAAQQQQAABBBDISgGC91l5bCwaAQQQQAABBBBAAAEEEAi2gBy81z9CHcr73l911VX67kpKSiZOnJhYfN04yQMHDnTr1s30ifNrrrnGaOC90NraahrH9WFZWdnGjRs9TuEQuRdCRKNRj+N4b6auv7i42Ht3WsYloAfvjb/aMHTo0CSv7bhmD07ju+66S7/wunTpUllZWV1dncza1GuY4L3sSfBe1qCMQAgECN67HiLBe1ciGiCAAAII+C6QfPB+06ZN3u9vL4TQb3Hv+8ZZAAIIIIAAAggggAACCCCAAAIIIIBAFgkQvM+iw2KpCCCAAAIIIIAAAghkjQDB+6w5KhaKAAIIIIAAAggggAACCGSPgBG8v+222/S4afjue19bWxuJROQwrR6/X7FiRWIH9eabb8qj6eWlS5fGO9rOnTtHjx6tDuVa06dPH49z2d3oXk/dNzQ0eBzHezPLxXvvTsu4BPTg/UMPPVRaWqrLDx48uLW1Na5Bsr3x1q1bi4uLTReeHr/fs2dPArszDSWEIHgvMxK8lzUoIxACATV4f+aZZ/6NL0ngsssuM/2n4bzzzgvB0bMFBBBAAIEwCSQTvK+trY33FvcLFizgFvdhun7YCwIIIIAAAggggAACCCCAAAIIIJAZAYL3mXFmFgQQQAABBBBAAAEEckuA4H1unTe7RQABBBBAAAEEEEAAAQQyImAE7zVNC2X2fv/+/UcffbQpLmU8nDx58gsvvLB///64sB9++GFjBKOwbdu2uAapq6sbOnSo0d1UuOCCC6ZPn276ewFym8cff9x1ulgsJneRy9FoNB2pe03T5FmMsutSaZCYgB68X7x4cWNjo5y9T2y0LO1VWVlpXGmmQnFx8ZNPPtnc3BzX1kyDELw36RG8N4HwEIFsF1CD9+rbIDUmAYL32X7Zs34EEEAgfAKJBe9bW1vLy8tN/5lzeJifn19ZWVlTUxM+QHaEAAIIIIAAAggggAACCCCAAAIIIJABAYL3GUBmCgQQQAABBBBAAAEEck6A4H3OHTkbRgABBBBAAAEEEEAAAQTSLyAH7/XZjM9YRyKR9M+f9hm6detm7Mi5UFJSMnHixBUrVriu6ZRTTjENNXbsWNdecoNHH33UNILxMD8/f/bs2Ubj1atXG0+phUmTJhkt5UIsFnO4132aIvf6AsaOHauuU14b5RQKGMF7fUw5e58j971vampSrzfLmi5dulRWVlZXV+/Zs8f5CNTu3PFeFiN4L2tQRiAEAgTv1bd91xqC9yG48tkCAgggEDKBuIL3tbW1BQUFrv+9MxpUVFQsWLAgZGJsBwEEEEAAAQQQQAABBBBAAAEEEEAg8wIE7zNvzowIIIAAAggggAACCIRfgOB9+M+YHSKAAAIIIIAAAggEQ+DAgQPBWAirQCATAmrw3rjvvRBi4cKFmVhEOucwPinuvTB58uQXXnhh//79duvq3bu3abSf//zndo1N9R0dHTNnzjR1Nx4WFxcvX77c1GX48OFGA7Wwc+dOU3tN0xxS99FoVG2fwhpCuSnEdB3KFLw33fc+F7L3N954o/qicK4pLi5+8sknm5ub7XjV7gTvZSte47IGZQRCIEDwXn3bd60heB+CK58tIIAAAiET8Bi8r66ujvcW99zfPmSXCttBAAEEEEAAAQQQQAABBBBAAAEEfBQgeO8jPlMjgAACCCCAAAIIIBBaAYL3oT1aNoYAAggggAACCCAQMIGysjKy9wE7E5aTRgE1eK9pmpG9j0Qi2Z69z8/Pd01PWTbo3bu3Zfy+sbFRbb9kyRKPh3TZZZep3Y2aN998Ux1n9+7dZ5xxhtHGVCgrK9u4caPcKxaLmdoYD6PRaFpvd69p2pIlS4zpjMKXX34pr5ByqgRMwXtN00zZ+1RNFNhxamtrjcssrkJxcfEll1xiGb9XxyF4L18ABO9lDcoIhECA4L36tu9aQ/A+BFc+W0AAAQRCJuAavN+0aVNVVTIkqb8AACAASURBVJXrf+OMBqWlpVVVVdu2bQsZFNtBAAEEEEAAAQQQQAABBBBAAAEEEPBRgOC9j/hMjQACCCCAAAIIIIBAaAUI3of2aNkYAggggAACCCCAQMAEhBBk7wN2JqFazvXXX391kL6GDBmif67apBya7P0TTzxRUFBgfHY83kJJScnEiRNXrFhh+Lz77rvqIGvWrDEaOBR27Nih9jVqysvL7fq2tbVdccUVRktToU+fPn/+85/1vrFYzO529xlI3WuatmbNGtPyhBDvvvuu3dayqP65554L0mv372uJRCJCiHvuuUdmlP82RC7c9L579+7qJeexpkuXLpWVldXV1Xv27DEM1b4E7w0cTdMI3ssalBEIgQDBe/Vt37WG4H0Irny2gAACCIRMwCF4X1tbO2HChLh+MbJgwYKWlpaQEbEdBBBAAAEEEEAAAQQQQAABBBBAAAHfBQje+34ELAABBBBAAAEEEEAAgRAKELwP4aGyJQQQQAABBBBAAIFAChhBi8MOOyyQC2RR2S2gB2WNyyw4BUtWY3nZft/7J554wthLMoWSkpLrr79eHaGjo8MS0Kisqanp2bOn2lGvmTJlyoEDB4zGdoUnnniiS5cudoPceOONdpF7IUQ0GrUbNuX1xcXFpkUuWLAg5bNkfsAJEyaY9hWQh9dcc41JQ77v/aBBg0Ifv1+1alUy8XvjHPUcvvHQKBC8ly8wgveyBmUEQiBA8N54t/deIHgfgiufLSCAAAIhE7AM3hcWFnr/r1tpaen27dtDxsJ2EEAAAQQQQAABBBBAAAEEEEAAAQQCJUDwPlDHwWIQQAABBBBAAAEEEAiJAMH7kBwk20AAAQQQQAABBBAIvID8mVQvUdjAb4gFBkvACN73DMZXXl6efs1bMoXmvveapsV1ezf5fcBL2VLPqHz00UcdPu8+e/Zso6VrYfXq1aWlpV6WJLfJzL3ujcUPGTJEnl0IMWvWLOPZ7C3owftIJNIzMF+6sxq81zQtB7P3pqsuhQ8J3ssvW4L3sgZlBEIg8NFHH70apK8nn3xSfQN/6KGHgrTGV+vq6kJw9GwBAQQQQCBMApbBe/U/qZY1FRUV3OI+TBcDe0EAAQQQQAABBBBAAAEEEEAAAQQCK0DwPrBHw8IQQAABBBBAAAEEEMhiAYL3WXx4LB0BBBBAAAEEEEAgqwTkD6GWlZWRvc+q08uCxRrB+4CsdcCAAfo1b7eeuLL399xzz7lB/SovLzfw5Zd5SsrnOH45TNGtWzc7ebv6jz766PDDD3cY0/RUClP3dXV1F1xwgeNe//5kjx49TGsYMmRIxq6Lxx57zI4uyXo9eF9aWprkOCnsrjtbBu/17L1xEIMGDUrhvMEcKiU3vTfE5ALBe/nECd7LGpQRQCDlAlu3bpXfgfXya6+9lvKJGBABBBBAAIEwCSQWvC8sLFy9enWYHNgLAggggAACCCCAAAIIIIAAAggggECQBQjeB/l0WBsCCCCAAAIIIIAAAtkqQPA+W0+OdSOAAAIIIIAAAghkm4Ce7ujXr19JSYleLisry7ZNsN7MCezbt2+L1deaNWtWWX0Z2e/MLdFxJtfgvd7bSEBFIhGrbf1f3aWXXmq0zMLCnUJsEmJuZlZeXl6+detWx8NxevKKK67wss6GhganUTw/t3DhwsLCQi8z+t7mpptusnpFxlFnd4WfeeaZQogsCt7r2ftDDjlEP5T+/fv/6U9/sttdHEABbvrUU08VFxfbXIRXC7HlHy/w0TYNnKo7d+5cWVlZXV3t+UUT2oYE70N7tGwMgWAIELwPxjmwCgQQQACBLBOIK3hfUVHR0tKSZTtkuQgggAACCCCAAAIIIIAAAggggAAC2S9A8D77z5AdIIAAAggggAACCCAQPAGC98E7E1aEAAIIIIAAAgggEE4BPXg3aNCgnTt3GiE87nsfzsNOxa5efvll4zqRC/n5+fJDtZyKyVMwhsfg/fTp09UtqDWHHXaYWplVNXcKoX0Vv08knet9s42NjUme39y5c42/42A5bzQaTXIKvXtHR4fl+MGsPP3009O6sOwK3muatnv37j59+qTVJHsGv1qI9n+8xucKMVqISAIr1+P3e/bsScmLKxsHIXifjafGmhHIIgGC91l0WCwVAQQQQCA4Ah6D9xMmTKipqQnOslkJAggggAACCCCAAAIIIIAAAggggEBOCRC8z6njZrMIIIAAAggggAACCGRIgOB9hqCZBgEEEEAAAQQQQCDnBfQY3qBBgzRNk296T/Y+5y8NC4B77rnnoosusoxuhix4r2naiBEjLHcqV2Z/8D5fiA3/yOVqQuwXoou8uxSWr7/+eovrKf6qBx980GFV06dPj39Ic4/m5ma7i9xhah+fInhvPkJNe/vtt4UQhYWFPp5LYKZ+/qsXeLsQv0l4VUceeeSqVatU6lyoIXifC6fMHhHwUYDgvY/4TI0AAgggkL0Czc3Ns7/6Gjx4sPqTziGHHDJjxozs3SArRwABBBBAAAEEEEAAAQQQQAABBBAIgQDB+xAcIltAAAEEEEAAAQQQQCBwAgTvA3ckLAgBBBBAAAEEEEAgpAL6h1P14P3OnTvJ3of0nFOzrWOOOUb9NLNeE7Lg/fe//327ncr1WR68zxfiv/8Ryq0VYpoQpfLWUlXOz8+fPXt2Sq6/WCzm+tcQ2trakplr586do0ePTtXeMzMOwXvTiX/yySddu3bNDH7gZ7ntHy/w9n+8wAcmttpp06bV1tZ2dHSYnHPnIcH73DlrdoqALwIE731hZ1IEEEAAgTAJzJkzR/5hp6KiYsGCBS0tLWHaI3tBAAEEEEAAAQQQQAABBBBAAAEEEMhGAYL32XhqrBkBBBBAAAEEEEAAgaALELwP+gmxPgQQQAABBBBAAIGwCOgfTtWD9/qedu7caXxitaysLCwbZR8pEDCC997HikQi+uXkvUtaWw4YMMB1PT/4wQ/0Nvn5+S+99JLDeoyWxksmewoDhOid7tUOHDjQQS+up1wj98Zehg8fvmnTprgG1xv/4Q9/MAbJosL06dMT2KyXLhMmTBBClJaWemmcmTb6uVxzzTV20xUXFxtnZ9cmNPVPPfVUYWGhsV+lkGDSXgjRr1+/XE7am64QgvcmEB4igEBqBQjep9aT0RBAAAEEclPghz/8YVVV1bZt23Jz++waAQQQQAABBBBAAAEEEEAAAQQQQCCYAgTvg3kurAoBBBBAAAEEEEAAgewWIHif3efH6hFAAAEEEEAAAQSyR0CP6snBe03TjPveCyEOHDiQPbthpekVyIXgvZGld03da5q2aNGiq4L6NWrUKCWIm7KKKR6+rrvuus8++ywlV2QsFotr6f369Vu1alVcUz/yyCMFBQWWs+Tn53//+9932HGfPn1MHY855piMXRfLly+Pa6feG2dd8H7Lli3GQUSjUe87zdKWjql7QyKRwjHHHJOlJulYNsH7dKgyJgIIGAIE7w0KCggggAACCCQssGvXroT70hEBBBBAAAEEEEAAAQQQQAABBBBAAIE0CRC8TxMswyKAAAIIIIAAAgggkNMCBO9z+vjZPAIIIIAAAgggEGqBTp06FQTpS8/kFRYWyuo7d+40svdlZWVk72WcXC4nE7wPyFUfiUT0a97yHONK3VuOEJzKROK2nvtkcpuxWMz77e6NHXTq1MnjIv/3zt4zZ840OqoF12T7wIHmW4vPmTPH4+xBbqYH74UQAXnxGn8ZwfKO91u2bDFud58LqfunnnpKvVZTVUPwXn5hEryXNSgjgEDKBQjep5yUARFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBIAgQvA/CKbAGBBBAAAEEEEAAAQTCJkDwPmwnyn4QQAABBBBAAAEEvhJIVS4utePk5+d/tcB//r8pfv/PJyjlqkACwXtN0yZPnpzayzUlo6lnKKfu1WezqOb+++9PnmjatGm1tbWapj333HPqaNu3b88ASCwWO+qoo9TZ9ZqGhgZN01avXl1aWmrXZtKkSW1tbQ5L3blzp11fIUR5efnWrVsdumuatn37dnWEZ5991rlXFj2r7s73GjV4n2uR++TvdT948ODa2tr//asTmqapB0rwXn6FEryXNSgjgEDKBQjep5yUARFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBIAgQvA/CKbAGBBBAAAEEEEAAAQTCJkDwPmwnyn4QQAABBBBAAAEEvhLQE26TJ0++Pxhf+nosg/eapsmpVO57/9UZ5u7/Jxa8f++994Jxsf99FeXl5fo1bzpFOXX/0ksvmZ7NoodJpu4PPfRQI3Kv77qurk7N5a5atSoDJg6pe/mW5vovENRF6jWjR4+2W2pdXd3QoUPtOo4ZM6axsdGur1H/l7/8RR2hrq7OaJDtheC8eO+///5IJCKE+NWvfiWrbtmyxTgCuT6s5WRS94MHD9Zf4HrkXicy9IwCwXv54iF4L2tQRgCBlAsQvE85KQMigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkEQIHgfhFNgDQgggAACCCCAAAIIhE2A4H3YTpT9IIAAAggggAACCHwloAfbli9f/lWFz/+vr8cueK9pWklJid6mrKyM7L3Pp+X39IkF7/1e9dfmHz9+vH49y7WhSd1b3rxa36/r/x566KH6Le5lGU3Tmpqa1L7V1dWmZil/GIvF1Hn1mmg0qt/u3pj0jDPOsGsshNi4caPR0ijU1NT06tXLrteUKVM8vt1VV1erg+zdu9eYiEIKBfLy8oQQixcvNsbcsmVLrt3uXr3evNTokXs5b28Yqt0J3hs4mqYRvJc1KCOAQMoFCN6nnJQBEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEgCBC8D8IpsAYEEEAAAQQQQAABBMImQPA+bCfKfhBAAAEEEEAAgaAK/PnPf56Uhq9jjz22zOZLT7hlUfBe07T6+nojoVpUVGSzs7KJEyemwZIhExSwDBsn+UIMZfDeCJ06/PmJJN0y2b1v377GjpwL6s3t7dZ59tlnm4YaM2aMXePk62OxmMO97k2Re3m6uXPnmtZpPOzUqdNvfvMbvfH/Zo9nzpxpPGUqFBcXx/X+PGbMGNMIQvCPp/KxpLJsCt7nVORed2xra1OvN8say5vbWx6G2p3gvQxF8F7WoIwAAikXIHifclIGRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSCIMBnR4JwCqwBAQQQQAABBBBAAIGwCRC8D9uJsh8EEEAAAQQQQCCQAo2NjfPmzVMjZ8nX6OFAh3HiCnamFU9fpGvkuL6+3mE7+lOHHXaYaxsaZEzg+eefT/ltt8MXvA/Tve71N4pHHnnE9Ro76qij6urqvL+x/OQnPzGN2bdvX8tbZ3sf06GlQ+o+Go06dNQ0rUuXLqalGg8jkcjMmTNbW1svu+wyo9JUGDBgwJtvvuk8henZ0tJS0yAE701EKXwoB++3bNliyKdwiuAPFYlEjI1bFoYMGXLDDTd4f4WqgxC8ly8DgveyBmUEEEi5AMH7lJMyIAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQBAGC90E4BdaAAAIIIIAAAggggEDYBAjeh+1E2Q8CCCCAAAIIIBBIga5du6p5s5TUhC94v2HDBlcZgveuRBlucNxxx6X2lRey4H34UveapnV0dIwePdruSps2bVptbW28V8WiRYvUAT/88MN4x/HSPhaLqXPpNdFo1OF29/rgtbW1ffr0sRtBCHHCCSc4PPvZZ595WaTcxnI0uQHlFAoYwfstW7bk4O3udckrrrjC8qoTQgwePLi2ttZ75F4fUB2N4L180RK8lzUoI4BAygUI3qeclAERQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgSAIELwPwimwBgQQQAABBBBAAAEEwiZA8D5sJ8p+EEAAAQQQQACBQArowftrr732llR/nX/++afZfOkJt+y64/2GDRs6d+6sr7xnz542OzvtxhtvTDUk4yUoMGHCBCEEwXv1jWf8+PH6lRzK1L2+3/fff7+wsFAO0x566KGJRe71Aevq6uTR9PKiRYtU3iRrYrGY3e3uvaTu9dk3bdo0fPhwdcGuNWPGjElg/ZbDJjAOXbwI6MH7OXPm5GzqXtO0Xbt29e3b13Th6S/weCP3urlpKCEEwXv5aiR4L2tQRgCBlAsQvE85KQMigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkEQIHgfhFNgDQgggAACCCCAAAIIhE2A4H3YTpT9IIAAAggggAACgRTQg/d1dXWZXJ2ecMui4L0RuR81alQmoZgrGYGnnnqK4L0loBG811+J+fn5ls2yvbKpqWnmzJkpfHO74IILTOncfv36tbe3pwrKIXIvhIhGo/FO1NbWZlqw3cP8/PzZs2fHO77evr29XR22srIysdHo5SqgB+8Nc9f2YW3Q3t5+8cUXv/7664kl7U0shqdRIHgvExG8lzUoI4BAygU6OjoaGhqmT5/e8x9fDf/4OnjwYMonYkAEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIFMChC8z6Q2cyGAAAIIIIAAAgggkCsCBO9z5aTZJwIIIIAAAggg4KuAj8H7c8899+pgfOlBO7v48YYNG4wknq9nxeTxCRC8t/OSg/f5+fkvvfSSXUvqZYG7777beCswCm+88YbcJpmy3Y3u9dR9Q0NDAoPPnTvXlNM2Vi4XkvkzKG+88YY8lF6+5557ElgtXbwIyAeawJ9j8DJFDrZRr2GC9/JlQPBe1qCMAAJpEpg+fbr+bpym8RkWAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgwwIE7zMMznQIIIAAAggggAACCOSEAMH7nDhmNokAAggggAACCPgt4GPwXs25+VtjGbzfsGEDt7v3+yJNcH6C93ZwRvA+Pz//5ZdftmtGvUlg3bp16nvUzTffbGqW2MNYLKYOrtdEo9HEUvf6Sp544okuXbrYDS6EGDBgQGJr1nv97Gc/Uwevq6tLZkz6OggYwfsTTjjBoRlPxSWgXsME72VAgveyBmUEEEiTAMH7NMEyLAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDglwDBe7/kmRcBBBBAAAEEEEAAgTALELwP8+myNwQQQAABBBBAIDACvgTvNU3rGaQvPXHXqVMn+ViI3Msa2VgmeG93anrw3vIvTdh1oV4XmDp1qhrQTRInFos53Os+mci9vLDhw4erKx8zZkxjY6PcLN7ymjVr1GGvvfbaeMehvXeBvLw8bnTvnctjS/UyJngv0xG8lzUoI4BAmgQI3qcJlmERQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAb8ECN77Jc+8CCCAAAIIIIAAAgiEWYDgfZhPl70hgAACCCCAAAKBEfAreB8YgL8vRE/cDRo0SF6VcaN7IfhXABkma8oE7+2Oavz48fn5+S+99JJdA+rtBF5++WU1oGvX2GO9Q+o+hfnqhoaGM844w7T4AwcOeFykXbMpU6aYxhRCvPLKK3btqU9eIC8vL/lBGMEkoF7GBO9lIoL3sgZlBBBIkwDB+zTBMiwCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4JcAH7nzS555EUAAAQQQQAABBBAIswDB+zCfLntDAAEEEEAAAQQCI0Dw3jJ4v2HDBiOGN2rUqMAcFwuJQ4DgvR3WjTfe+PLLL9s9S72DQHt7u/HOYBT27Nnj0MX5qVgsZoxjKkSj0VTd7l5fQ1tb2xVXXKHPkp+fP3v2bOe1uT7b1NTUo0cP07L79+9/8OBB1740SFjgggsuSLgvHe0ETJexEILgvWxF8F7WoIwAAmkSIHifJliGRQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQT8EiB475c88yKAAAIIIIAAAgggEGYBgvdhPl32hgACCCCAAAIIBEaA4L0avN+wYYNxu3tS94G5VONeCMH7uMno4EFADej++te/9tDPokksFrO73X3KU/fG9HPnzi0uLl6+fLlRk3DhwQcfVDV+/OMfJzwgHRHwS0C9kgney2dB8F7WoIwAAmkSIHifJliGRQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQT8EiB475c88yKAAAIIIIAAAgggEGYBgvdhPl32hgACCCCAAAIIBEaA4L0peE/kPjDXZrILIXifrCD9rQROPPFENaO7cOFCq7a2dQ6ReyFENBq17RmkJ1SHE088MUgLZC0IeBVQL2aC97IdwXtZgzICCKRJgOB9mmAZFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDwS4DgvV/yzIsAAggggAACCCCAQJgFCN6H+XTZGwIIIIAAAgggEBgBgvdy8H7Dhg1G+i4wR8RCEhQgeJ8gHN0cBRYvXmy8SxiFww477ODBg479vvak3Y3u9dR9Q0PD11oH8sHBgweN7RuFxx57LJCLZVEIuAgY17BRIHgvkxG8lzUoI4BAmgQI3qcJlmERQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAb8ECN77Jc+8CCCAAAIIIIAAAgiEWYDgfZhPl70hgAACCCCAAAKBESB4bwTve/XqZdzu/tRTTw3MEbGQBAUI3icIRzdHgf3793/zm9800rlGYenSpY79/vlkLBYzepkK0Wg0K1L3mqb99re/NS1eCNHW1vbPfVJCIHsE1IuZ4L18egTvZQ3KCCCQJgGC92mCZVgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwC8Bgvd+yTMvAggggAACCCCAAAJhFiB4H+bTZW8IIIAAAggggEBgBAjeG8F7PXc3atSowBwOC0lKgOB9Unx0thfYt2/fwIED1aTuXXfdZd/p78/EYjGHe91nS+Re07RZs2ap2+/fv7/z9nkWgcAKqNczwXv5sAjeyxqUEUAgTQIE79MEy7AIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgF8CBO/9kmdeBBBAAAEEEEAAAQTCLEDwPsyny94QQAABBBBAAIHACBC8NwXvA3MyLCRZAYL3yQrS317gvvvuU5O6Xbt2te/x92ccUvfRaNS5b3Ce3bZtW3Fxsbr9++67LziLZCUIxCWgXs8E72VAgveyBmUEEEiTAMH7NMEyLAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDglwDBe7/kmRcBBBBAAAEEEEAAgTALELwP8+myNwQQQAABBBBAIDACBO/l4P2pp54amJNhIckKELxPVpD+9gJNTU1qUlcIp38xjMVill2EENFoNItudz9+/Hh1I3369Nm7d689GM8gEGgB9ZImeC8fGMF7WYMyAgikSYDgfZpgGRYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8EvA6WM0fq2JeRFAAAEEEEAAAQQQQCDbBQjeZ/sJsn4EEEAAAQQQQCArBAjeG8H7UaNGZcWRsUiPAgTvPULRLDEBNakrhFi5cqXlaLFYzO5299mVun/uuecsN37//fdbbpxKBLJCQL2qCd7LB0fwXtagjAACaRIgeJ8mWIZFAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBPwSIHjvlzzzIoAAAggggAACCCAQZgGC92E+XfaGAAIIIIAAAggERoDgvaZpRO4Dcz2mciEE71OpyViKwF/+8pdIJKLmdc8///yOjg65uV3kXr/Xvdwy4OWOjg51v0KIV155JeArZ3kIOAuoFzbBe1mM4L2sQRkBBNIkQPA+TbAMiwACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgj4JUDw3i955kUAAQQQQAABBBBAIMwCBO/DfLrsDQEEEEAAAQQQCIwAwfvAHAULSbEAwfsUgzKcIjBp0iQ1ryuEmDNnjtE2FotZttFT9w0NDUbL4BfmzJljuZfgr5wVIuAsoF7YBO9lMYL3sgZlBBBIkwDB+zTBMiwCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4JcAwXu/5JkXAQQQQAABBBBAAIEwCxC8D/PpsjcEEEAAAQQQQCAwAgTvA3MULCTFAgTvUwzKcIrArl27+vbtq0Z2CwoK9LaxWMzudvfRaDS7Uvdr1qwpKipSN1tSUqLAUIFAlgmoFzbBe/kICd7LGpQRQCBNAgTv0wTLsAgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICAXwIE7/2SZ14EEEAAAQQQQAABBMIsQPA+zKfL3hBAAAEEEEAAgcAIELwPzFGwkBQLELxPMSjDWQl0dHSokV0hxJFHHnnEEUdYPiWEyK7IvaZpFRUVlnuprKzs6OiwgqEOgWwSUC9vgvfy+RG8lzUoI4BAmgQI3qcJlmERQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAb8ECN77Jc+8CCCAAAIIIIAAAgiEWYDgfZhPl70hgAACCCCAAAKBESB4H5ijYCEpFiB4n2JQhrMR+OY3v6mmdh1qotGozUgBrW5ra7PczuDBg3ft2hXQRbMsBOIRUK9wgveyH8F7WYMyAgikSYDgfZpgGRYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8EuA4L1f8syLAAIIIIAAAggggECYBQjeh/l02RsCCCCAAAIIIBAYAYL3gTkKFpJiAYL3KQZlOBuBtWvXFhUVqcFdy5poNJpdt7tvb2+/5JJLLPeyatUqGxKqEcgyAfUKJ3gvHyHBe1mDMgIIpEmA4H2aYBkWAQQQyB2BlpaW119//eGHH546derw4cP79+/fuXPnvn37lpWVjRo1auHChXV1dR419uzZ05C6r9bWVo/zem/2xRdfqAs8cOCA6BePvwAAIABJREFU9xE0TVNH0Guampqcx+no6LDr69wxM89u3rz5iiuuGDVq1IABAzp16lRSUlJWVjZmzJhnn33WdWseV9jU1PTm17+2bdvmsS/NEEAAAQQQQAABBBBAAAEEEEAAgZwSIHifU8fNZhFAAAEEEEAAAQQQyJAAwfsMQTMNAggggAACCCCQ2wIE73P7/MO8e4L3YT7dgO2to6PjwgsvVLO7pprsitwfOHDgBz/4gWkLxsOxY8cG7BBYDgKJCxgXtlEgeC9rEryXNSgjgECaBAjepwmWYRFAAIFwC7S3t59zzjmRSMT4Tt5L4b//+7+dWc4++2wv43hsc9tttzlPl8CzPXv2VGf3/tfxHn74YTu0rl27uq5n0qRJ6ux6jWvf9DU444wz7FZlqr/lllvi/SMFpmU/+uijpjGnTZtmasNDBBBAAAEEEEAAAQQQQAABBBBAAAFN0wjecxkggAACCCCAAAIIIIBA6gUI3qfelBERQAABBBBAAAEEFAGC9woJFSERIHgfkoPMkm00NzefdNJJpg9eyw+j0WiWbOX/lvntb39bXr9cHjly5J49e7JrO6wWAQcB+fLWywTvZS6C97IGZQQQSJMAwfs0wTIsAgggEGKBrVu3Hnrooeo3815qvvvd7zr8abxwB++XLl2al5dnqVRUVPTCCy84XzPNzc3du3e37C6E+PTTT527p+nZ5557zm5JlvVnnHHGrl27El6M+iMSwfuEMemIAAIIIIAAAggggAACCCCAAALhFiB4H+7zZXcIIIAAAggggAACCPgjQPDeH3dmRQABBBBAAAEEckyA4H2OHXgObZfgfQ4ddjC2un79esvPcwshiouLP/roo2As09MqGhoa7PYybNiwWCzmaRQaIZAlAurVTvBePjo1VSIEH5CQhSgjgEAKBAjepwCRIRBAAIEcE3j77bfV7+S914waNcoOLNzB+6KiIkulgoKCp556ys7EqP/tb39r2V2vvP32242WGSusWLHCblMOS62oqEhshU1NTUOGDDGNTPA+MUx6IYAAAggggAACCCCAAAIIIIBA6AX4d+XQHzEbRAABBBBAAAEEEEDABwGC9z6gMyUCCCCAAAIIIJB7AgTvc+/Mc2XHBO9z5aSDsc9YLHbUUUeZPngtPxw+fHgwVuq+io0bNx555JHy4o3ygAEDNm/e7D4ELRDIKgHjCjcKBO/lAyR4L2tQRgCBNAkQvE8TLMMigAACIRZIMngvhGhtbbX0CXHwvra21vipRy7k5eUtXrzYUsNU+a1vfUvuaCofccQRpvbpfrhu3bouXbqYluHxYXt7ewLLO+uss9TxCd4nIEkXBBBAAAEEEEAAAQQQQAABBBDIBQGC97lwyuwRAQQQQAABBBBAAIFMCxC8z7Q48yGAAAIIIIAAAjkpQPA+J489JzZN8D4njjkAm3SN3MsfyL766qtbWloCsGrrJbS0tMirNZW7detm3Y1aBLJcwHSpCyEI3stHSvBe1qCMAAJpEiB4nyZYhkUAAQRCLJB88L64uHjbtm0qUSiD9x999NEhhxyi/uyj16gIdjV2Ixj1119/vV3fdNQb8yZQ6N69+44dOxxWddJJJ5WUlHgZmeC9AyNPIYAAAggggAACCCCAAAIIIIBALgsQvM/l02fvCCCAAAIIIIAAAgikS4DgfbpkGRcBBBBAAAEEEEBAEiB4L2FQDJUAwftQHWeAN+N8o3v189nl5eXB3M369euPOeYYdcF6Td++fdeuXRvMlbMqBJIUUC97gvcyKcF7WYMyAgikSYDgfZpgGRYBBBAIsYBd8D4vL2/y5MnTp0+fO3fuHXfccemll5aWlqrf8+s1P/rRj1SiUAbvhwwZYodwyy23qAh2NXaDGPV9+/bdv3+/XffU1jc0NBjzyoUuXbpMnjx5yZIlb7755ssvvzxv3ryTTjpJbmCULS8AY5FDhw41WjoXCN4baBQQQAABBBBAAAEEEEAAAQQQQAABWYDgvaxBGQEEEEAAAQQQQAABBFIjQPA+NY6MggACCCCAAAIIIOAoQPDekYcns1iA4H0WH172LD0Wizl/9try2WnTpu3duzc4u2xpaZk5c2anTp0sVyuEGDJkyIcffhicBbMSBFIroF75BO9lYYL3sgZlBBBIkwDB+zTBMiwCCCAQYgFT8L6oqOjiiy9evnz5F198Ydp1W1tb79691W/7hRADBw7s6OgwtV+5cuWChL7uvvtudZY5c+aYxk/+Yc+ePdWJVq1aZTfyzp071fZ6zf/7f//Prpda//7779uNI9c/88wzat901MyZM0ee1yhv2bJFna6oqMhoYBS6du26a9cutbFeQ/DeToZ6BBBAAAEEEEAAAQQQQAABBBBAwKMAwXuPUDRDAAEEEEAAAQQQQACBOAQI3seBRVMEEEAAAQQQQACBRAUI3icqR7+gCxC8D/oJZfn6YrGYw73uGxoavvjii9NOO834MLdlYezYsf4yfPzxx2PHjrVcm1F56qmn+rtIZkcg3QLG1W4UCN7L5gTvZQ3KCCCQJgGC92mCZVgEEEAgxAJ68L6goOC6665zyE4bAosXLza+4ZcLDz30kNEmmcJf//rXLl26yCPr5WTGtOvrPXjf2tp65plnqqvSa9rb2+2mUOvb29sHDRpkN5Rc37lzZ/XPH6gDJlnzxhtvyJMa5WeffdZu5G9961tGM6Nw4okn2rUneG8nQz0CCCCAAAIIIIAAAggggAACCCDgUYDgvUcomiGAAAIIIIAAAggggEAcAgTv48CiKQIIIIAAAggggECiAgTvE5WjX9AFCN4H/YSyfH0OqftoNKpv7sCBAzNnzjQ+zG1ZqKysfOutt3zBmDhxYkFBgeWq9MpIJDJt2rS2tjZflsekCGRMQH0VELyX8QneyxqUEUAgTQIE79MEy7AIIIBAiAW++OKLJ554Yv369R732NbW1r17d/Wb/1/+8pceR3BuNnnyZHXw3r17O/dK7FnvwfsLL7xQXZVeM27cuLhmr6mpUYf6l3/5l8LCQrX+kUceiWvwBBrPmDFDnfewww5zGOqFF15Qu0QikR07dlj2InhvyUIlAggggAACCCCAAAIIIIAAAggg4F2A4L13K1oigAACCCCAAAIIIICAVwGC916laIcAAggggAACCCCQhADB+yTw6BpoAYL3gT6eLF9cLBZTP6ut10Sj0YaGBnl/vXv3tmus10cikcrKSrlLusvvvffexIkTnVfVs2fPJ554It0rYXwEgiCgvhYI3svnQvBe1qCMAAJpEiB4nyZYhkUAAQQQkAVGjRqlfvM/depUuU1i5ffffz8/P18dfM6cOYkN6NzLY/C+o6NDXZJec+655+7bt895FtOzV1xxhTrazTffXFlZqdafeuqppu4pf3jKKaeo8/7iF79wmOjAgQP9+vVTey1ZssSyF8F7SxYqEUAAAQQQQAABBBBAAAEEEEAAAe8CBO+9W9ESAQQQQAABBBBAAAEEvAoQvPcqRTsEEEAAAQQQQACBJAQI3ieBR9dACxC8D/TxZPPiYrGY3e3u1dS9pmlbt2496aST1A92m2rOPvvsxx9/PN4PvscLuW/fvrPPPts0teXDLVu2xDs47RHIUgH1JUDwXj5KgveyBmUEEEiTAMH7NMEyLAIIIICALHDuueeq3/xPnjxZbpNY+YILLlBHHjhwYEtLS2IDOvfyGLyfNm2auiohxCmnnNLU1OQ8henZpqambt26qaN98MEHS5cuVesjkYhphNQ+3L9/f1FRkTrv66+/7jzRpEmT1F7XXnutZa8lS5YsUL4uv/xydYRp06ZZjkAlAggggAACCCCAAAIIIIAAAgggkOMCBO9z/AJg+wgggAACCCCAAAIIpEWA4H1aWBkUAQQQQAABBBBA4OsCBO+/7sGj8AgQvA/PWQZpJ3aReyFENBp1XumJJ56ofjjbsqZ///5XXnllSm44v3v37t/97nf9+/e3nEitHDVq1FtvveW8EZ5FIGQC6guB4L18xATvZQ3KCCCQJgGC92mCZVgEEEAAAUOgo6OjT58+6jf/s2bNMtokVhg5cqQ67BFHHHHgwIHEBnTt5Rq8nzdvnrokvWbnzp2u46sNzjvvPHXAe++9V2+pPiVEej9T/eyzz6qTHnrooerKTTU1NTVqx4EDB5qaOTx88MEH1REI3juI8RQCCCCAAAIIIIAAAggggAACCOSyQHp/SZTLsuwdAQQQQAABBBBAAIFcFiB4n8unz94RQAABBBBAAIGMCRC8zxg1E2VYgOB9hsFzYbpYLKZ+ulqvsbzXvcmkvb39kUcesfygv92w5eXl11577WOPPRZXGH7fvn1vvfXWY489Vl5enpeXZze4Wt+7d+/29nbTsnmIQOgF1NcCwXv50AneyxqUEUAgTQIE79MEy7AIIIAAAobAhg0b1O/8hRDPPPOM0SaxguWwKflTenbrcQ7eV1dXRyIRy1WVlZXZjelcn5+fbxowPz9/+/btei/TU/rD1157zXnMZJ69//771UnPP/981zG3bdumdoxEIq4djQYE7w0KCggggAACCCCAAAIIIIAAAggggICrAMF7VyIaIIAAAggggAACCCCAQNwCBO/jJqMDAggggAACCCCAQPwCBO/jN6NHdggQvM+Oc8qeVcZiMbvb3XtJ3Rsb3blzp90n4NUPf8s1ZWVl55577pQpU+bPn7906dIXX3zxj//4qqmpefHFF+fPn3/rrbdOmTKlrKysoKBA7uilHIlErrrqqsRufGdsjQICWSqgvkYI3stHSfBe1qCMAAJpEiB4nyZYhkUAAQQQMARmzpypfucvhIjFYkabBAptbW2Ww3Z0dCQwmscuzsF7u98JDB48eMuWLR6nMDVT93jOOecYbfr37682uO6664wGKS9MnTpVnfGKK65wnai1tVXtKEQcnwAneO+KTAMEEEAAAQQQQAABBBBAAAEEEEDAEIjj1y5GHwoIIIAAAggggAACCCCAgLMAwXtnH55FAAEEEEAAAQQQSIkAwfuUMDJIAAUI3gfwULJ0SQ6ReyFEQ0NDYvvatGnTlClTLD/wnbHKvLy8CRMmJLZ+eiEQGgH1FUfwXj5cgveyBmUEEEiTAMH7NMEyLAIIIICALnD77ber3/YLIW6//fZkiL788su+ffuqI5999tnJDOva1y54v3bt2u7du6vrEUKsW7fOdVi7BuvWrVPH3LNnj9H+jTfeUBsIIZYvX260SW3h5JNPVme84447vMyidiR478WNNggggAACCCCAAAIIIIAAAggggEACAgTvE0CjCwIIIIAAAggggAACCLgIELx3AeJpBBBAAAEEEEAAgVQIELxPhSJjBFGA4H0QTyU712R3o3shRDQaTXJPU6dO7dy5s+XHvtNdec0112zevDnJ9dMdgRAIqK81gvfysRK8lzUoI4BAmgQI3qcJlmERQAABBHSBTp06qd/25+fnf/rpp8kQ/exnP1OHjUQia9euTWZY176WwftHH33U8q8ACCF69OjhOqZDg5tuukndpqn9EUccoba56KKLTM1S9fDYY49Vp/vVr37lZXy1I8F7L260QQABBBBAAAEEEEAAAQQQQAABBBIQIHifABpdEEAAAQQQQAABBBBAwEWA4L0LEE8jgAACCCCAAAIIpEKA4H0qFBkjiAIE74N4Klm4plgsZvmZbD11n/Dt7mWJhoaGefPm2c2Sjvry8vJ58+bJa6CMQC4LqK8ygvfy9UDwXtagjAACaRIgeJ8mWIZFAAEEENA07YsvvlC/5xdCTJ78/9m7/zg7q/pO4M9MJjMhBEjCECBVCREwKiQgrhCjBSUtuqagXZFuJaVY8Uf7crAqL+yuOlRerYBrk/KbtioR8aVZZDUrYh1AAQ1FI1t0RWhlmyqBBJIw/AhMfkye3eWW28Nz7s+Ze+c+9973/KHnnnvOec55f+88N8D95L5nMj6//vWv99lnn3jld77znZNZtpa5JYP3Jf9ygSRJZs6ceccdd9SybMkxe/bs+Y3f+I34mJnBn/70p+MxAwMDDfnXJplrpWl6xBFHxJe75ppr4pFxTzxR8D5W0kOAAAECBAgQIECAAAECBAgQaIiA4H1DGC1CgAABAgQIECBAgMCLBATvX8ThAQECBAgQIECAQHMEBO+b42rV1gsI3re+Bu2/g82bN5f7uvvjjz++sR8fv/feey+44ILDDz+85EfAG9V5+OGH33vvve1fGScg0EiB+PdL8D70FbwPNbQJEGiSgOB9k2AtS4AAAQK7d+/+rd/6rfjP/EmS/PrXv56MzznnnBMv29fX98ADD1RY9rbbbhup8+fJJ5/MLFgyeB9vJkmSvr6+W265JTO9roff/e5345UHBwczizz00EM9PT3xyHJh+DoN/v/w8Irz58+Pr/X5z38+HFOuHU8UvC9npZ8AAQIECBAgQIAAAQIECBAgMEkBwftJAppOgAABAgQIECBAgEAJAcH7Eii6CBAgQIAAAQIEGi0geN9oUevlRUDwPi+VaNt9lIvcJ0mydOnSZh/r6aefHhkZOfXUUw8++OCSHwqvpfPUU0+98MILMx9Pb/bOrU+g7QTi3ybB+7CIgvehhjYBAk0SELxvEqxlCRAg0OUCH/7wh+M/7Rd6TjrppEnilFz54YcfrrzsjBkzSk6s0Llhw4bMmrUH75MkmTZt2je/+c3MCjU+fOaZZ2bNmhXvbf369fEKV1xxRTyyp6cnHpmmaTyyak+4TuFfaGem3HDDDeGYcu3MrMLDcoPj/iuvvDJeYWhoKB6phwABAgQIECBAgAABAgQIECBAQPDea4AAAQIECBAgQIAAgcYLCN433tSKBAgQIECAAAECkYDgfUSio0MEBO87pJAtOsbmzZvjD1IXepYuXRp/3VxTt7lly5aRkZHzzz//ne9854knnjhnzpx4b3PmzDnyyCNPPPHE888//6qrrhoZGdmyZUtTd2VxAh0jEP9CCd6HxRW8DzW0CRBokoDgfZNgLUuAAIEuF4j/qF/oOfTQQ6sm5CvT3X777SUXrzwrTdOpD94nSTJz5syqGys54Etf+lJ8zJe//OV79+6Nxz/22GPx4HJfJl9yZOXO8IqDg4Px4Ouuuy4cU64dTyy3yZIrCN6XZNFJgAABAgQIECBAgAABAgQIECgpIHhfkkUnAQIECBAgQIAAAQKTEhC8nxSfyQQIECBAgAABArUJCN7X5mRU+wkI3rdfzXKz482bN5f7uvupT92XU3nqqacef/zxxx57bPv27U899VS5YfoJEKgqEOcuBO9DNMH7UEObAIEmCQjeNwnWsgQIEOhmgQsvvDD+o36SJAMDA3ffffdkZPbu3fva1742Xnz27NlVl21J8D5Jkn/+53+uurd4wG//9m/Hx/zUpz4Vjyz0xIOTJCmZ0i85snJneNHDDjssHvy3f/u34Zhy7Xii4H05K/0ECBAgQIAAAQIECBAgQIAAgUkKCN5PEtB0AgQIECBAgAABAgRKCAjel0DRRYAAAQIECBAg0GgBwftGi1ovLwKC93mpRFvto0LkPkmSpUuXttVpbJYAgZoE4tyF4H0IJ3gfamgTINAkAcH7JsFalgABAt0pcOmll8Z/yC/0TJs2bZImO3fuPPzww+P1Dz300B07dlRdvFXB+yRJTjjhhFp2WDzCZz/72fiYE+j54Ac/WFyz2JjAOsW5aZqW/IsP/vqv/zocU65d8tLlBsf9vvE+NtFDgAABAgQIECBAgAABAgQIECgnIHhfTkY/AQIECBAgQIAAAQITFxC8n7idmQQIECBAgAABAjULCN7XTGVgmwkI3rdZwfKx3XJfdF9I3T/55JP52KZdECDQSIE4dyF4H/oK3oca2gQINElA8L5JsJYlQIBAFwrs3bs3/hN+oaenp+fv/u7vJmmyatWqkutfddVVtazc7OD929/+9pLbK3SedtpptWyyMGbx4sUVlqr9qblz5+7cuTNz3dqnF0eGK5x00knF/mLjz//8z8Mx5drF8WGj3OC4X/A+NtFDgAABAgQIECBAgAABAgQIECgnIHhfTkY/AQIECBAgQIAAAQITFxC8n7idmQQIECBAgAABAjULCN7XTGVgmwkI3rdZwXKw3c2bN4efug7bS5culbrPQYlsgUBTBMJf9kJb8D6EFrwPNbQJEGiSgOB9k2AtS4AAgW4T2L1799lnnx3/Cb/Qc9lll00S5IknnjjwwAPj9Y844ohdu3bVsnhTg/ennHLK2NjYBRdcEO+w2FPLJgtjilMm37jpppsy153AmuEK73rXu+IVzjvvvHBMyfb4+Hg8MUnq+AS44H1JWJ0ECBAgQIAAAQIECBAgQIAAgZICdfxrl5LzdRIgQIAAAQIECBAgQCAWELyPTfQQIECAAAECBAg0XEDwvuGkFsyJgOB9TgrRFtvYvHlzhe+6F7lviyLaJIEJC8S5C8H7EFPwPtTQJkCgSQKC902CtSwBAgS6R2Dbtm1Lly6N/2xf6Pnyl7/cEIp99tknvsRxxx03Pj7ekPVrXOSAAw6It3HXXXcVp+/cufOUU06JxyRJ0tPTU4vGnj17Sk6fWOfAwMC2bduK25t8Y82aNfFOTj755Kor/+QnP4knzpgxo+rE4gDB+yKFBgECBAgQIECAAAECBAgQIECgqoDgfVUiAwgQIECAAAECBAgQqFtA8L5uMhMIECBAgAABAgTqFxC8r9/MjPYQELxvjzrlY5cVUvdLly7Nxx7tggCBZgnEuQvB+9Ba8D7U0CZAoEkCgvdNgrUsAQIEukegwj/Xz5w5s1EO8T87JEnyne98p1Hr17hOyeD9D3/4w3D6k08+uWTJkpIb7u/vv+2228LBcfvv//7vS86dcOfVV18dX2XCPevXr493Mjg4WHXB6667Lp746le/uurE4gDB+yKFBgECBAgQIECAAAECBAgQIECgqoDgfVUiAwgQIECAAAECBAgQqFtA8L5uMhMIECBAgAABAgTqFxC8r9/MjPYQELxvjzrlYJebN2+OP3Vd6Fm6dKmvu89BiWyBQHMF4juA4H0oLngfamgTINAkAcH7JsFalgABAl0icO+998Z/qi/0zJ49+wc/+EFDHH7605+WvEpDFq9rkVqC92mabtq0qeSGkyQ54IADfvrTn1a46FlnnVVu7sT6X//611e4XL1PPf744yW38eijj1Ze6vzzz48nvv3tb688K3xW8D7U0CZAgAABAgQIECBAgAABAgQIVBYQvK/s41kCBAgQIECAAAECBCYiIHg/ETVzCBAgQIAAAQIE6hQQvK8TzPC2ERC8b5tStXSjmzdvLve1eFL3La2MixOYOoE4dyF4H+oL3oca2gQINElA8L5JsJYlQIBANwisW7du1qxZ8Z/qkyQ59NBD77vvvkYhvPWtb42v0tPT06j1a1+nxuB9mqZz586N91zoeclLXlLuik8//fS+++4bT3zpS1+6sIafgw8+OJ7bcKiXvvSl8VXWrFlT7lCF/te+9rXxrAsvvLDyrPBZwftQQ5sAAQIECBAgQIAAAQIECBAgUFlA8L6yj2cJECBAgAABAgQIEJiIgOD9RNTMIUCAAAECBAgQqFNA8L5OMMPbRkDwvm1K1aKNVojcJ0mydOnSFu3LZQkQmGqBOHcheB/WQPA+1NAmQKBJAoL3TYK1LAECBDpbYM+ePfEf5os9xx9/fKOOv3fv3uOPP764crExbdq0n//85426Su3r1B68T9P0xhtv7O3tLe45bJxyyik7d+6Mr7t8+fJwWKF97rnnxiPL9SxdujReYe/eveXGT6D/uuuuiy/R39//yCOPlFvtoosuiqfsv//+Y2Nj5abE/YL3sYkeAgQIECBAgAABAgQIECBAgEA5AcH7cjL6CRAgQIAAAQIECBCYuIDg/cTtzCRAgAABAgQIEKhZQPC+ZioD20xA8L7NCjbl2y33RfeF1P2TTz455TtyQQIEWiMQRy8E78NKCN6HGtoECDRJQPC+SbCWJUCAQAcLPP30029729viP8wXek4//fRnnnmmUce/4YYbSl7onHPOadQl6lqnruD9//ve+8suu6zk/pMkOeusszJ5+IcffrhkUP/222+vfZMlr/iDH/yg9hWqjty+fXt/f398rnJ/QcDmzZvnzp0bjz/rrLOqXiscIHgfamgTIECAAAECBAgQIECAAAECBCoLCN5X9vEsAQIECBAgQIAAAQITERC8n4iaOQQIECBAgAABAnUKCN7XCWZ42wgI3rdNqVqx0c2bN8cfti70LF26VOq+FTVxTQItE4jvBoL3YTEE70MNbQIEmiQgeN8kWMsSIECgUwUeffTRJUuWxH+SL/R85CMfGR8fb+DZDz/88PhaM2bM+Nd//dcGXqX2peoN3qdpGu+/2PNnf/Zn4aUvueSS4lPFxm/8xm/URVry37p84AMfCC80+fbpp59e3GGx0dPTU3Llk046qTgmbHz7298uOb5cp+B9ORn9BAgQIECAAAECBAgQIECAAIFYQPA+NtFDgAABAgQIECBAgMBkBQTvJytoPgECBAgQIECAQA0Cgvc1IBnSlgKC921ZtuZvevPmzRW+617kvvkVcAUCuRMIQxeFtuB9WCTB+1BDmwCBJgkI3jcJ1rIECBDoVIHCv/OJ/yQ/4Z4KUE888UTJZR9//PEKs5r61ASC9zt37nzzm99c8iBJkqxbt6644ZJjNmzYUBxQY6PkOl//+tdrnF7jsJJXKXQedthhy5cvP/7442fNmlVu2Jo1aypcaMGCBeUm1tJ/1FFHVVjcUwQIECBAgAABAgQIECBAgACBbhAQvO+GKjsjAQIECBAgQIAAgakWELyfanHXI0CAAAECBAh0pYDgfVeWvSsOLXjfFWWu/5AVUvdLly6tfz0zCBBoe4E4MiF4HxZV8D7U0CZAoEkCgvdNgrUsAQIEOlVgKoP3F1xwQfyPDEnSys8MTyB4n6ZWNGyZAAAgAElEQVTp6Ojo4sWLS55l5syZ99xzT+HVUnLABF5I++yzT7zU29/+9gksVWFKT09PfJUae173uteNj49XWFzwvgKOpwgQIECAAAECBAgQIECAAAECtQi08l+i1bI/YwgQIECAAAECBAgQaEcBwft2rJo9EyBAgAABAgTaTkDwvu1KZsM1Cgje1wjVVcM2b95c7uPXS5cu9XX3XfVicFgCRYH4tiB4X8RJ01TwPtTQJkCgSQKC902CtSwBAgQ6VWDKgve/+tWvSgbIDz744BbaTix4n6bpww8/HP/jT6HnoIMO+uUvf7lnz56SAyZw2DPOOCNeqr+/f+vWrRNYrdyUj370o/FVauz52c9+Vm7ZQr/gfWUfzxIgQIAAAQIECBAgQIAAAQIEqgoI3lclMoAAAQIECBAgQIAAgboFBO/rJjOBAAECBAgQIECgfgHB+/rNzGgPAcH79qjT1O5yy5YtJT9+LXU/tXVwNQL5EohvC4L3YYUE70MNbQIEmiQgeN8kWMsSIECgUwWmLHh/9tlnx/+8kCTJ5Zdf3kLbCQfv0zSdM2dOyRMlSXLkkUdef/31JZ+dwGFvuummkktdeeWVE1it3JRdu3adfPLJJS9UubO3t7fcmsV+wfsihQYBAgQIECBAgAABAgQIECBAYGICgvcTczOLAAECBAgQIECAAIFKAoL3lXQ8R4AAAQIECBAg0CABwfsGQVomdwKC97krST42tGXLlle/+tXhx6+XLl2aj63ZBQECrREIbwiFtuB9WAnB+1BDmwCBJgkI3jcJ1rIECBDoVIGpCd6/5S1vif9hIUmSL3/5y62FnUzwPk3TtWvX9vb2ljxayc5Vq1ZN7Lx/9Ed/FC/Y09PzT//0TxNbsNysnTt3xhcq13PwwQffdttt5ZYK+wXvQw1tAgQIECBAgAABAgQIECBAgMAEBATvJ4BmCgECBAgQIECAAAECVQQE76sAeZoAAQIECBAgQKARAoL3jVC0Rh4FBO/zWJV87CnM3vuu+3zUxC4ItFIgzmMI3of1ELwPNbQJEGiSgOB9k2AtS4AAgU4VmILg/a233hr/k0KSJIsXLx4fH28t7CSD92marl69uuTp4s5p06Y98sgjEztvOcNPfepTE1uwwqw777zzP/yH/xDvP9MzMDCwbdu2CuuETwnehxraBAgQIECAAAECBAgQIECAAIEJCAjeTwDNFAIECBAgQIAAAQIEqggI3lcB8jQBAgQIECBAgEAjBATvG6FojTwKCN7nsSq52dOWLVuSJJG6z01BbIRAKwUySYxClqaVG8rZtQXvc1YQ2yHQmQKC951ZV6ciQIBA0wR+9rOfXdDQn3inX/rSl0peYf369fHgKe4ZHh6O97Zx48a6tnHNNdfEi8Q9q1evrmvZcPCePXv+63/9r/GaV1xxRTisge3169e/733vi/8RL0mSk0466XOf+9zjjz9e++UuvvjiePO193z2s5+t/VpGEiBAgAABAgQIECBAgAABAgQ6UkDwviPL6lAECBAgQIAAAQIEWiwgeN/iArg8AQIECBAgQKA7BATvu6POHX7KzZs3x9++VS54f9lll914440TFlm8eHHh87sTXsFEAgQIEMiVQJzK8I33YYEE70MNbQIEmiQgeN8kWMsSIECAAAECBAgQIECAAAECBAgQIECAAAECBFolIHjfKnnXJUCAAAECBAgQINDJAoL3nVxdZyNAgAABAgQI5EZA8D43pbCRiQiMj49fffXVc+bMecUrXpHJ3pcL3hcClm9729smcr00FbyfmJtZBAgQyK2A4H3l0gjeV/bxLAECDREQvG8Io0UIECBAgAABAgQIECBAgAABAgQIECBAgAABAvkRELzPTy3shAABAgQIECBAgEDnCAjed04tnYQAAQIECBAgkGMBwfscF8fWqgssXbq0GJg86qijNm3aVJxTMnj/uc99rjh+eHh4bGysOL7GhuB9jVCGESBAoF0Eiu8LxYZvvA9rJ3gfamgTINAkAcH7JsFalgABAgQIECBAgAABAgQIECBAgAABAgQIECDQKgHB+1bJuy4BAgQIECBAgACBThYQvO/k6jobAQIECBAgQCA3AoL3uSmFjdQn8PTTT3/kIx8phiQLjcL33p900klLliw5+uijjzrqqEWLFi1ZsmTt2rVpml566aWZ8a9+9avvvPPOGi/81a9+dcmSJYsWLTrq+Z8lS5a86U1vqnGuYQQIECCQW4HMW0OSJIL3YbEE70MNbQIEmiQgeN8kWMsSIECAAAECBAgQIECAAAECBAgQIECAAAECBFolIHjfKnnXJUCAAAECBAgQINDJAoL3nVxdZyNAgAABAgQI5EZA8D43pbCR+gQWLlwYRyULPbNnz8489Z/+03/K9IQPv/SlL9Vy7csvvzyclSTJQQcdVMtEYwgQIEAgzwKZe7vgfaZYgvcZEA8JEGiGgOB9M1StSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBooYDgfQvxXZoAAQIECBAgQIBAxwoI3ndsaR2MAAECBAgQIJAnAcH7PFXDXuoQ+NjHPhZHJQs906ZNK/dU3D8wMDA6OlrLhQXva1EyhgABAm0nEL81+Mb7sIiC96GGNgECTRIQvG8SrGUJECBAgAABAgQIECBAgAABAgQIECBAgAABAq0SELxvlbzrEiBAgAABAgQIEOhkAcH7Tq6usxEgQIAAAQIEciMgeJ+bUthIfQL33HNPHJWcQM/v/M7v1HhhwfsaoQwjQIBAewnE7x2C92EFBe9DDW0CBJokIHjfJFjLEiBAgAABAgQIECBAgAABAgQIECBAgAABAgRaJSB43yp51yVAgAABAgQIECDQyQKC951cXWcjQIAAAQIECORGQPA+N6WwkboFKnzpfZyiLNlT+9fdp2kqeF93hUwgQIBAOwjEbxCC92HdBO9DDW0CBJokIHjfJFjLEiBAgAABAgQIECBAgAABAgQIECBAgAABAgRaJSB43yp51yVAgAABAgQIECDQyQKC951cXWcjQIAAAQIECORGQPA+N6WwkboFJv+l96eddlrtVxW8r93KSAIECLSRgOB95WIJ3lf28SwBAg0RELxvCKNFCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL5ERC8z08t7IQAAQIECBAgQIBA5wgI3ndOLZ2EAAECBAgQIJBjAcH7HBfH1qoLxGnJunquv/766td4YYTg/QsS/p8AAQIdJRC/cfjG+7DAgvehhjYBAk0SELxvEqxlCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKtEhC8b5W86xIgQIAAAQIECBDoZAHB+06urrMRIECAAAECBHIjIHifm1LYyEQE4rRk7T11fd19mqaC9xOpkDkECBDIvUD8xiF4HxZN8D7U0CZAoEkCgvdNgrUsAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBVAoL3rZJ3XQIECBAgQIAAAQKdLCB438nVdTYCBAgQIECAQG4EBO9zUwobmYjAwoUL48BkjT11fd294P1EymMOAQIE2kEgftcQvA/rJngfamgTINAkAcH7JsFalgABAgQIECBAgAABAgQIECBAgAABAgQIECDQKgHB+1bJuy4BAgQIECBAgACBThYQvO/k6jobAQIECBAgQCA3AoL3uSmFjUxE4GMf+1gcmKyxZ3R0tK5L+sb7urgMJkCAQLsIxO8agvdh7QTvQw1tAgSaJCB43yRYyxIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEWiUgeN8qedclQIAAAQIECBAg0MkCgvedXF1nI0CAAAECBAjkRkDwPjelsJGJCNxzzz1xYLLGnnqvJ3hfr5jxBAgQaAuB+F1D8D4snOB9qKFNgECTBATvmwRrWQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAqwQE71sl77oECBAgQIAAAQIEOllA8L6Tq+tsBAgQIECAAIHcCAje56YUNjJBgTJfer9fEKTsC9r/1hwYGKj3eoL39YoZT4AAgbYQiN8jBO/DwgnehxraBAg0SUDwvkmwliVAgAABAgQIECBAgAABAgQIECBAgAABAgQItEpA8L5V8q5LgAABAgQIECBAoJMFBO87ubrORoAAAQIECBDIjYDgfW5KYSMTFCjzpfdnJ8mJz2cppyXJ5+JQ5WmnnVbv9QTv6xUzngABAm0hEL9HCN6HhRO8DzW0CRBokoDgfZNgLUuAAAECBAgQIECAAAECBAgQIECAAAECBAgQaJWA4H2r5F2XAAECBAgQIECAQCcLCN53cnWdjQABAgQIECCQGwHB+9yUwkYmLrBw4cIoNnlIkmxPkmlJckOSXB49m1x//fX1Xk/wvl4x4wkQINAWAvF7hOB9WDjB+1BDmwCBJgkI3jcJ1rIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgVYJCN63St51CRAgQIAAAQIECHSygOB9J1fX2QgQIECAAAECuREQvM9NKWwkK/Dyl79848aN2d5Sj8t86f2HkiRNkkefj9+/KFY5ga+7T9NU8L6UvT4CBAi0vcCL3iGefyB4HxZV8D7U0CZAoEkCgvdNgrUsAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBVAoL3rZJ3XQIECBAgQIAAAQKdLCB438nVdTYCBAgQIECAQG4EBO9zUwobyQoceOCBvb29K1asGBkZyT4XPY5jk0lyyPPB+8Z83b3gfUSugwABAh0iEL+DCN6HpRW8DzW0CRBokoDgfZNgLUuAAAECBAgQIECAAAECBAgQIECAAAECBAgQaJWA4H2r5F2XAAECBAgQIECAQCcLCN53cnWdjQABAgQIECCQGwHB+9yUwkayAgceeGAxDHnsscfu2LEjOyJ4XBz54kaaJL/54p5kYGBgdHQ0mFpr0zfe1yplHAECBNpKIPM2kSSJ4H1YQMH7UEObAIEmCQjeNwnWsgQIECBAgAABAgQIECBAgAABAgQIECBAgACBVgkI3rdK3nUJECBAgAABAgQIdLKA4H0nV9fZCBAgQIAAAQK5ERC8z00pbCQrEAbvkySZPXv20NDQxo0bs+OefxzHJp/veTRJpmWeOu2000quULVT8L4qkQEECBBoR4HM24TgfaaIgvcZEA8JEGiGgOB9M1StSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBooYDgfQvxXZoAAQIECBAgQIBAxwoI3ndsaR2MAAECBAgQIJAnAcH7PFXDXl4kkAneh8HIY4899tprr92xY0dxwsc+9rFwwAvteS80/v3/J/Z192maCt4XtTUIECDQSQL//g7xQss33of1FbwPNbQJEGiSgOB9k2AtS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBBolYDgfavkXZcAAQIECBAgQIBAJwsI3ndydZ2NAAECBAgQIJAbAcH73JTCRrICFYL3hWjkQQcd9Otf/7ow7Z577nkhL1nl/7OXqfmx4H3NVAYSIECgnQTitw3B+7B+gvehhjYBAk0SELxvEqxlCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKtEhC8b5W86xIgQIAAAQIECBDoZAHB+06urrMRIECAAAECBHIjIHifm1LYSFagavA+SZLe3t4VK1aMjIykabpw4cI4PBn3ZC9T82PB+5qpDCRAgEA7CcTvFIL3Yf0E70MNbQIEmiQgeN8kWMsSIECAAAECBAgQIECAAAECBAgQIECAAAECBFolIHjfKnnXJUCAAAECBAgQINDJAoL3nVxdZyNAgAABAgQI5EZA8D43pbCRrEAtwfswLbnffvuFD0u2TzvttOxlan4seF8zlYEECBBoJ4H4/ULwPqyf4H2ooU2AQJMEBO+bBGtZAgQIECBAgAABAgQIECBAgAABAgQIECBAgECrBATvWyXvugQIECBAgAABAgQ6WUDwvpOr62wECBAgQIAAgdwICN7nphQ2khWoN3gfJyfjnuuvvz57mZofC97XTGUgAQIE2kkgfrMQvA/rJ3gfamgTINAkAcH7JsFalgABAgQIECBAgAABAgQIECBAgAABAgQIECDQKgHB+1bJuy4BAgQIECBAgACBThYQvO/k6jobAQIECBAgQCA3AoL3uSmFjWQFGh68HxgYGB0dzV6m5seC9zVTGUiAAIF2EhC8r1wtwfvKPp4lQKAhAoL3DWG0CAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgPwKC9/mphZ0QIECAAAECBAgQ6BwBwfvOqaWTECBAgAABAgRyLCB4n+PidPvW4uD9VVddNTY2tnjx4jgkWUvPZL7uPk1Twftuf0U6PwECHSoQv4P4xvuw1IL3oYY2AQJNEhC8bxKsZQkQIECAAAECBAgQIECAAAECBAgQIECAAAECrRIQvG+VvOsSIECAAAECBAgQ6GQBwftOrq6zESBAgAABAgRyIyB4n5tS2EhWoGTwvjDorrvuOuOMM/r6+uK0ZLmevr6+Rx99NHuNeh4L3tejZSwBAgTaRiB+4xC8D4sneB9qaBMg0CQBwfsmwVqWAAECBAgQIECAAAECBAgQIECAAAECBAgQINAqAcH7Vsm7LgECBAgQIECAAIFOFhC87+TqOhsBAgQIECBAIDcCgve5KYWNZAUqBO8LQzdt2jQ4OBgHJsv1zJ49e2hoKHuZmh8L3tdMZSABAgTaSSB+1xC8D+sneB9qaBMg0CQBwfsmwVqWAAECBAgQIECAAAECBAgQIECAAAECBAgQINAqAcH7Vsm7LgECBAgQIECAAIFOFhC87+TqOhsBAgQIECBAIDcCgve5KYWNZAWqBu/TNB0bG1uzZs3ixYvj2GS5nhUrVoyMjGQvVsNjwfsakAwhQIBA+wnE7xeC92EVBe9DDW0CBJokIHjfJFjLEiBAgAABAgQIECBAgAABAgQIECBAgAABAgRaJSB43yp51yVAgAABAgQIECDQyQKC951cXWcjQIAAAQIECORGQPA+N6WwkaxALcH7cM6mTZuGh4cHBwfjCGXJntmzZw8NDW3cuDFcpEJb8L4CjqcIECDQvgLxe4TgfVhNwftQQ5sAgSYJCN43CdayBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFWCQjet0redQkQIECAAAECBAh0soDgfSdX19kIECBAgAABArkRELzPTSlsJCtQb/C+MH9sbKy/vz9OUZbr6e3tXbFiRfbapR4L3pdS0UeAAIG2F4jfIATvw6IK3oca2gQINElA8L5JsJYlQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLRKQPC+VfKuS4AAAQIECBAgQKCTBQTvO7m6zkaAAAECBAgQyI2A4H1uSmEjWYGJBe/TND3//PPjFGXlnmOPPfbaa6/dsWNHdhPBY8H7AEOTAAECnSMQv0EI3ofVFbwPNbQJEGiSgOB9k2AtS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBBolYDgfavkXZcAAQIECBAgQIBAJwsI3ndydZ2NAAECBAgQIJAbAcH73JTCRrICEw7ep2m6cOHCOEhZS09vb++KFStGRkayu0lTwfvYRA8BAgQ6QCB+dxC8D8sqeB9qaBMg0CQBwfsmwU7ZsrNnz160aNH4+PiUXdGFCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZwLCN7nvEC2R4AAAQIECBAgQKAtBQTv27JsNk2AAAECBAgQaDcBwft2q1gX7XcywfvwS+8HBgbuuuuuM844o6+vL05Xlus59thjd+zYEXIL3oca2gQIEOgYgfiNQPA+LK7gfaihTYBAkwQE75sEO2XLzp49O0kS2fspA3chAgQIECBAgAABAgQIECBAgAABAgQIECCQfwHB+/zXyA4JECBAgAABAgQItJ+A4H371cyOCRAgQIAAAQJtKCB434ZF65YtTyZ4/6Mf/agYpDz99NMLZJs2bRoeHi72V23Mnj17aGho48aNhemC993yynNOAgS6TCB+OxC8D18CgvehhjYBAk0SELxvEuyULVsI3idJcvTRR0/ZRV2IAAECBAgQIECAAAECBAgQIECAAAECBAgQyLOA4H2eq2NvBAgQIECAAAECBNpVQPC+XStn3wQIECBAgACBthIQvG+rcnXXZicTvE/TdOHChYUs5Ze//OUQbs2aNYsXL45jluV6ent7R0ZG0jQVvA8ZtQkQINAxAvH9X/A+LK7gfaihTYBAkwQE75sEO2XLFoP3SZKMj49P2XVdiAABAgQIECBAgAABAgQIECBAgAABAgQIEMitgOB9bktjYwQIECBAgAABAgTaWEDwvo2LZ+sECBAgQIAAgfYRELxvn1p13U4nGbwvfOl98evuY75NmzYNDw8PDg7Gkcsaew466KB4WT0ECBAg0F4C8T1f8D6soOB9qKFNgECTBATvmwQ7ZcuGwfskSRYtWiR+P2X4LkSAAAECBAgQIECAAAECBAgQIECAAAECBPIpIHifz7rYFQECBAgQIECAAIH2FhC8b+/62T0BAgQIECBAoE0EBO/bpFDduM1JBu/TNE2SJPN197Hj2NjYmjVr4tRlLT2C97GnHgIECLSdQHzDF7wPiyh4H2poEyDQJAHB+ybBTtmymeB9kiRHH330lF3dhQgQIECAAAECBAgQIECAAAECBAgQIECAAIEcCgje57AotkSAAAECBAgQIECg7QUE79u+hA5AgAABAgQIEGgHAcH7dqhSl+5x8sH7gYGB0dHRWvg2bNiwcuXKvr6+OH5ZoWdwcLCWxY0hQIAAgTwLxPd5wfuwXoL3oYY2AQJNEhC8bxLslC1bDN6/853vLL6x+tL7KfN3IQIECBAgQIAAAQIECBAgQIAAAQIECBAgkEMBwfscFsWWCBAgQIAAAQIECLS9gOB925fQAQgQIECAAAEC7SAgeN8OVerSPU4+eH/nnXfWazc2NrZmzZrFixcX4yJVGytWrBgZGan3QsYTIECAQE4E4vu84H1YGsH7UEObAIEmCQjeNwl2ypYtBu/f+973Pvzww7NmzSq8vS5atEj8fsqq4EIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBXAoL3uSqHzRAgQIAAAQIECBDoEAHB+w4ppGMQIECAAAECBPItIHif7/p09e4mH7yfDN+GDRv6+vriNGa5nmOPPfbaa6+dzBXNJUCAAIGWCMQ3dsH7sBCC96GGNgECTRIQvG8S7JQtGwbv0zSVvZ8yeRciQIAAAQIECBAgQIAAAQIECBAgQIAAAQK5FRC8z21pbIwAAQIECBAgQIBAGwsI3rdx8WydAAECBAgQINA+AoL37VOrrttpa4P3aZpu2rRpeHh4cHAwzmSW6xkaGtq4cWPXlcqBCRAg0M4C8S1d8D6sp+B9qKFNgECTBATvmwQ7ZctmgveF7H3xHXbRokVTthMXIkCAAAECBAgQIECAAAECBAgQIECAAAECBHIiIHifk0LYBgECBAgQIECAAIGOEhC876hyOgwBAgQIECBAIK8Cgvd5rYx9pS0P3hdqMDY2tnjx4mJopGqjt7d3xYoV6keAAAEC7SIQ39gF78PaCd6HGtoECDRJQPC+SbBTtmwcvE/TdNasWcU32fHx8SnbjAsRIECAAAECBAgQIECAAAECBAgQIECAAAECeRAQvM9DFeyBAAECBAgQIECAQKcJCN53WkWdhwABAgQIECCQSwHB+1yWxab+v0BOgvdhMYaHhwcHB4vpkaqN2bNnb9y4MVxBmwABAgTyJhDfzAXvwxoJ3oca2gQINElA8L5e2PjNKyc9mS+3f/jhh4vx+0WLFonf11to4wkQIECAAAECBAgQIECAAAECBAgQIECAQPsKCN63b+3snAABAgQIECBAgEB+BQTv81sbOyNAgAABAgQIdJCA4H0HFbPTjpLD4H2apmNjY2vWrFm8eHGNyZbe3t4VK1aMjIx0WnmchwABAp0iEN/PBe/D2grehxraBAg0SUDwvl7Y+M0rJz2Z4H2appnsfb0nNZ4AAQIECBAgQIAAAQIECBAgQIAAAQIECBBoUwHB+zYtnG0TIECAAAECBAgQyLWA4H2uy2NzBAgQIECAAIFOERC875RKduA58hm8L0KvXLmyr6+v9nzLscceu2PHjuJ0DQIECBDIiUB8Jxe8D0sjeB9qaBMg0CQBwft6YeM3r5z0xMH7Qva+uD1fel9vrY0nQIAAAQIECBAgQIAAAQIECBAgQIAAAQJtKiB436aFs20CBAgQIECAAAECuRYQvM91eWyOAAECBAgQINApAoL3nVLJDjxHzoP3RfG/+Zu/OeaYY4pJkqqNvr6+u+66qzh9Mo2q15qaAZM5grkECBBouUB8qxS8D4sieB9qaBMg0CQBwft6YQtvXn19ffVObNL4np6ewpZKBu/j770Xv29SISxLgAABAgQIECBAgAABAgQIECBAgAABAgTyIyB4n59a2AkBAgQIECBAgACBzhEQvO+cWjoJAQIECBAgQCDHAoL3OS5Ot2+tXYL3hTpt2LBh5cqVcXqzZM+8efMaUt2Si099Z0POYhECBAi0SiC+bQreh7UQvA81tAkQaJKA4H29sIU3rzYK3sfZ+3qPbDwBAgQIECBAgAABAgQIECBAgAABAgQIECDQXgKC9+1VL7slQIAAAQIECBAg0B4CgvftUSe7JECAAAECBAi0uYDgfZsXsJO3317B+0IlhoeHBwcH4wxnpkfwvpNfuM5GgEC7CWRu0UmSCN6HNRS8DzW0CRBokkAxeP8yP4HA8ccf31fmpx2D94XsffFtt0mvJcsSIECAAAECBAgQIECAAAECBAgQIECAAAECOREQvM9JIWyDAAECBAgQIECAQEcJCN53VDkdhgABAgQIECCQVwHB+7xWxr7SdgzeF8u2YcOGlStX9vX1FYMlYUPwvgilQYAAgU5rz3UAACAASURBVJYLhPfnQlvwPiyK4H2ooU2AQFMFZs2aFd+Tu7lnwYIFlY/fXt94X3jxFE/U1NeSxQkQIECAAAECBAgQIECAAAECBAgQIECAAIGWCwjet7wENkCAAAECBAgQIECgAwUE7zuwqI5EgAABAgQIEMifgOB9/mpiR/8m0NbB+8IZNm3aNDg4WMyWFBuC917lBAgQyI9A8eZcbAjeh9URvA81tAkQaKrAD37wg+/7CQRGRkb+usxP4T2r7YL3K1asKOx8+vTpTX0tWZwAAQIECBAgQIAAAQIECBAgQIAAAQIECBBouYDgfctLYAMECBAgQIAAAQIEOlBA8L4Di+pIBAgQIECAAIH8CQje568mdvRvAh0QvE/TdMeOHe9///uLYc5CQ/Deq5wAAQL5EcjcopMkEbwPqyN4H2poEyBAICcChTev9greh6n7DRs25ETSNggQIECAAAECBAgQIECAAAECBAgQIECAAIEmCQjeNwnWsgQIECBAgAABAgS6WkDwvqvL7/AECBAgQIAAgakSELyfKmnXqVugM4L3aZpefvnlmVRn84L38+bNO7KZP9OmTcucJUn8Z7K6X9smECCQK4H4tiZ4HxZI8D7U0CZAgEBOBNoueC91n5NXjm0QIECAAAECBAgQIECAAAECBAgQIECAAIEpE/CJoimjdiECBAgQIECAAAECXSQgeN9FxXZUAgQIECBAgEDrBATvW2fvylUEBO+rAKVpHBa98sorq86azIDBwcH4opNZ0FwCBAi0XCC+rQneh0URvA81tAkQIJATgZ6envj9Kw89ixYtionC1H38rB4CBAgQIECAAAECBAgQIECAAAECBAgQIECgIwUE7zuyrA5FgAABAgQIECBAoMUCgvctLoDLEyBAgAABAgS6Q0Dwvjvq3JanFLyvWrY4WiN4XxXNAAIECGQE4nup4H1IJHgfamgTIEAgPwIHH3xw/BbW8p44eB+m7jds2JAfQDshQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEmiogeN9UXosTIECAAAECBAgQ6FIBwfsuLbxjEyBAgAABAgSmVkDwfmq9Xa0OAcH7qlhxrkbwviqaAQQIEMgIxPdSwfuQSPA+1NAmQIBAfgQ+9KEPnZybn76+vsL76SmnnBISSd2HGtoECBAgQIAAAQIECBAgQIAAAQIECBAgQKCrBATvu6rcDkuAAAECBAgQIEBgigQE76cI2mUIECBAgAABAt0tIHjf3fXP9ek7Jnh/xhlnxKnOJvWceeaZTS3q4OBgvPOmXtHiBAgQaLZAfFsTvA/NBe9DDW0CBAgQKCkwe/bswvvpe9/73uKA4jvs9OnTi50aBAgQIECAAAECBAgQIECAAAECBAgQIECAQJcICN53SaEdkwABAgQIECBAgMCUCgjeTym3ixEgQIAAAQIEulVA8L5bK98G5xa8LyZVam8I3rfBK9sWCRDImUB8jxW8D0skeB9qaBMgQIBASYE4eO+77ktC6SRAgAABAgQIECBAgAABAgQIECBAgAABAt0jIHjfPbV2UgIECBAgQIAAAQJTJyB4P3XWrkSAAAECBAgQ6GIBwfsuLn7ejy54H2dBq/YI3uf9ZW1/BAjkTyC+tQreh1USvA81tAkQIECgpEAmeF9M3ff392/YsKHkFJ0ECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAZwsI3nd2fZ2OAAECBAgQIECAQGsEBO9b4+6qBAgQIECAAIEuExC877KCt9NxBe/jLGjVHsH7dnqJ2ysBAvkQiG+tgvdhZQTvQw1tAgQIECgpEAbvw9T9vffeW3K8TgIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDjBQTvO77EDkiAAAECBAgQIECgBQKC9y1Ad0kCBAgQIECAQPcJCN53X83b5sSC93EWtGqP4H3bvL5tlACB3AjEt1bB+7A4gvehhjYBAgQIlBQoBu9nzZpVeGPt7+8vOVInAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0CUCgvddUmjHJECAAAECBAgQIDClAoL3U8rtYgQIECBAgACBbhUQvO/WyrfBuQXv4yxo1R7B+zZ4ZdsiAQI5E4hvrYL3YYkE70MNbQIECBAoKVAM3hdT977rviSUTgIECBAgQIAAAQIECBAgQIAAAQIECBAg0D0CgvfdU2snJUCAAAECBAgQIDB1AoL3U2ftSgQIECBAgACBLhYQvO/i4uf96B0cvO/p6flKI37isKjgfd5f1vZHgED+BOJ7qeB9WCXB+1BDmwABAgRKCoTB+/7+fqn7kko6CRAgQIAAAQIECBAgQIAAAQIECBAgQIBAVwkI3ndVuR2WAAECBAgQIECAwBQJCN5PEbTLECBAgAABAgS6W0Dwvrvrn+vTd3Dwvre3tyH0cVhU8L4hsBYhQKCrBOJ7qeB9+AIQvA81tAkQIECgpEAxeN/f319ygE4CBAgQIECAAAECBAgQIECAAAECBAgQIECg2wQE77ut4s5LgAABAgQIECBAYCoEBO+nQtk1CBAgQIAAAQJdLyB43/UvgfwCCN5XrU0cFhW8r4pmAAECBDIC8b1U8D4kErwPNbQJECBAoKRAIXjvu+5L4ugkQIAAAQIECBAgQIAAAQIECBAgQIAAAQLdKSB43511d2oCBAgQIECAAAECzRUQvG+ur9UJECBAgAABAgSeFxC890LIrYDgfdXSxGFRwfuqaAYQIEAgIxDfSwXvQyLB+1BDmwABAgRKCsyePVvqvqSMTgIECBAgQIAAAQIECBAgQIAAAQIECBAg0LUCgvddW3oHJ0CAAAECBAgQINBEAcH7JuJamgABAgQIECBA4AUBwfsXJPx/7gQE76uWJA6LCt5XRTOAAAECGYH4Xip4HxIJ3oca2gQIECBQUuAVr3jFvffeW/IpnQQIECBAgAABAgQIECBAgAABAgQIECBAgEB3Cgjed2fdnZoAAQIECBAgQIBAcwUE75vra3UCBAgQIECAAIHnBQTvvRByKyB4X7U0cVhU8L4qmgEECBDICMT3UsH7kEjwPtTQJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFaBATva1EyhgABAgQIECBAgACB+gQE7+vzMpoAAQIECBAgQGBCAoL3E2IzaSoEBO+rKsdhUcH7qmgGECBAICMQ30sF70MiwftQQ5sAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEahEQvK9FyRgCBAgQIECAAAECBOoTELyvz8toAgQIECBAgACBCQkI3k+IzaSpEBC8r6och0UF76uiGUCAAIGMQHwvFbwPiQTvQw1tAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKhFQPC+FiVjCBAgQIAAAQIECBCoT0Dwvj4vowkQIECAAAECBCYkIHg/ITaTpkJA8L6qchwWFbyvimYAAQIEMgLxvVTwPiQSvA81tAkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgFgHB+1qUjCFAgAABAgQIECBAoD4Bwfv6vIwmQIAAAQIECBCYkIDg/YTYTJoKAcH7qspxWFTwviqaAQQIEMgIxPdSwfuQSPA+1NAmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgVoEBO9rUTKGAAECBAgQIECAAIH6BATv6/MymgABAgQIECBAYEICgvcTYjNpKgQE76sqx2FRwfuqaAYQIEAgIxDfSwXvQyLB+1BDmwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRqERC8r0XJGAIECBAgQIAAAQIE6hMQvK/Py2gCBAgQIECAAIE6BeKY2dKlS+tcw3ACTRQQvK+KG/8WC95XRTOAAAECGYH4Xip4HxIJ3oca2gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQi4DgfS1KxhAgQIAAAQIECBAgUJ+A4H19XkYTIECAAAECBAjUKRDHzATv6yQ0vLkCgvdVfePfYsH7qmgGECBAICMQ30sF70MiwftQQ5sAgfwIHF/qp/L2vv3tb8eTKk9J0/R973tfZtZ//s//ueosAwgQIECAAAECBAgQIECAAAECBAgQIECAAAECXS4geN/lLwDHJ0CAAAECBAgQINAUAcH7prBalAABAgQIECBA4AWBOGYmeP+Cjf/PhUAHB++TJOltxE/8Wyx4n4vXrk0QINBWAvG9VPA+LKDgfaihTYBAfgTiu3eSVPn41p/8yZ/Es5555pkKh9q1a9esWbMys/7kT/6kwpSJPXXDDTdc++Kf+++/f2JLmUWAAAECBAgQIECAAAECBAgQIECAAAECBAgQyINAlf9yk4ct2gMBAgQIECBAgAABAm0nIHjfdiWzYQIECBAgQIBAewlkwgNJkgjet1cFO363nR28j38BG9IjeN/xvxcOSIBAwwXi26/gfYgseB9qaBMgkB+B+O5dNXh/9NFHx7O++93vVjjU+vXr4ylf//rXK0yZ2FMvfelLMxe65pprJraUWQQIECBAgAABAgQIECBAgAABAgQIECBAgACBPAgI3uehCvZAgAABAgQIECBAoNMEBO87raLOQ4AAAQIECBDImUDmY/2C9zmrj+2kgvfxL2nVHsF7vzkECBCoVyC+tQreh4aC96GGNgEC+RH40Ic+FN/Af/zjH1fYYTw+SZJly5ZVmHLqqafGsyqMn/BTgvcTpjORAAECBAgQIECAAAECBAgQIECAAAECBAgQyKeA4H0+62JXBAgQIECAAAECBNpbQPC+vetn9wQIECBAgACB3AvE+QHfeJ/7onXXBgXv41/Sqj2C9931S+K0BAg0QiC+tQreh66C96GGNgEC+RH4xje+Ed/AP/vZz1bYYTw+SZL+/v5nnnmm3Kz99tsvnlVu8GT6Be8no2cuAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkEMBwfscFsWWCBAgQIAAAQIECLS9gOB925fQAQgQIECAAAEC+RaI8wOC9/muWNftTvA+/iWt2iN433W/Jw5MgMCkBeJbq+B9iCp4H2poEyCQH4Gnnnpq+vTpmXv42972tgo7zAwuPrz11lvLzSqOCRvlBk+mX/B+MnrmEiBAgAABAgQIECBAgAABAgQIECBAgAABAjkUELzPYVFsiQABAgQIECBAgEDbCwjet30JHYAAAQIECBAgkG+BMDlQaAve57tiXbc7wfv4l7Rqj+B91/2eODABApMWiG+tgvchquB9qKFNgECuBD7xiU/E9/B/+Id/KLnJr3/968XBvb29xXaSJG94wxtKTknTNBxWaL/xjW8sN3gy/YL3k9EzlwABAgQIECBAgAABAgQIECBAgAABAgQIEMihgOB9DotiSwQIECBAgAABAgTaXkDwvu1L6AAECBAgQIAAgXwLxBECwft8V6zrdtcxwftPfepTmV+3/fff/yuN+Mks+/8eXnjhhU19oQwODsYXbeoVLU6AAIFmC8S3NcH70FzwPtTQJkAgVwLf//7343v4xRdfXHKTQ0ND8eBCz8DAwLPPPhvP2r17dzxleHg4Hlno2bZt2z/+4z+OjIzccsstt99++4YNG3bv3l1ucKa/gcH7nTt33n///TfeeOO111771a9+9ac//emePXsyl/OQAAECBAgQIECAAAECBAgQIECAAAECBAgQINBsAcH7ZgtbnwABAgQIECBAgEA3Cgjed2PVnZkAAQIECBAgMIUCcYRA8H4K+V2qukDHBO8vv/zyzK/bvHnzqp+/hhGZZZMkufLKK2uYN/EhgvcTtzOTAIG8CsT3UsH7sFaC96GGNgECuRLYuXPnvvvum7mNv+Utbym5ycWLF2dGhg9vu+22eNY999wTjim077jjjuLIvXv33n///V/4whfOPffcAw44IB7c399/9NFHv+c973nuueeKs8LGhg0bLnj+Z7/99stMP/XUUwtPxf9b8q8JSNP0iiuuOPnkk2fMmJFZ6oADDjj99NPL7aGwn1/84heZC3384x8Pt7p27dpVq1Z9/OMf/8xnPnP99dfffffdW7duDQdoEyBAgAABAgQIECBAgAABAgQIECBAgAABAgRCAcH7UEObAAECBAgQIECAAIHGCAjeN8bRKgQIECBAgAABAmUEMp/FT5JE8L4Mle7WCAjeV3WPf4sF76uiGUCAAIGMQHwvFbwPiQTvQw1tAgTyJvCWt7wlcxufNWvWrl27MvvcunVrb29vZmT48JOf/GRmSpqml1xySTgmSZJ99913586dhZH33nvvnDlzMgPKPTzggAMuvvjisbGxzFW++MUvlptSof+JJ57IrDM6OvrRj360wpQkSV7ykpdcffXVu3fvzswtPPzWt76Vmd7T05Om6fbt2//yL//yuOOOyzybJEl/f3/JpXQSIECAAAECBAgQIECAAAECBAgQIECAAAECBNI0Fbz3MiBAgAABAgQIECBAoPECgveNN7UiAQIECBAgQIBAIBB/bl7wPuDRbL2A4H3VGsS/xStWrPh0M39mzpwZX7TqPg0gQIBAngXi25rgfVgvwftQQ5sAgbwJ/K//9b/i2/hf/MVfZPZ53nnnxcPCnoGBgcyU3bt377///uGYJEkuueSS4rCvfvWrmWdrefgP//APxRXSNG1I8H7atGm1XLo45lWvelW4h0I7Dt4nSXLkkUcWZ8UNwfuYUQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBQFBC8L1JoECBAgAABAgQIECDQMAHB+4ZRWogAAQIECBAgQKCUQPy5ecH7Uk76WibQMcH7yy67LPPrNm/evIawZpZt1cOGnMUiBAgQaJVAfPMUvA9rIXgfamgTIJA3gfHx8fg2/lu/9VuZfS5ZsiQelunJTPnRj36UGZAkyY9//OPisIkF7+fOnbtly5biIpMP3q9evTreZ9We+HvvSwbvK68jeF+sowYBAgQIECBAgAABAgQIECBAgAABAgQIECAQCwjexyZ6CBAgQIAAAQIECBCYrIDg/WQFzSdAgAABAgQIEKgoEH+GXvC+Ipgnp1qgM4L3Q0ND++67b+bXTfB+ql9MrkeAAIHyAplbdJIkgvehluB9qKFNgEAOBeLb+MyZM8N9btu2rbe3Nxx2zDHHhA8L7XBKmqaXXnppZsycOXP27NlTHDax4H2SJH/wB39QXGSSwft169ZljpbZc7mHH//4x4t7KDQE7zMgHhIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKTFBC8nySg6QQIECBAgAABAgQIlBAQvC+BoosAAQIECBAgQKBxAvFH8AXvG6drpQYItG/wftu2bYcddlj8K1bsEbxvwOvDEgQIEGiQQPHmXGwI3oe0gvehhjYBAjkUKN69w0a4zw9/+MPhU0mS7Ny58xWveEWm87nnnivO2rNnzwEHHJAZcPnllxcHpGmaCd5Pnz79Na95zdlnn33FFVdce+21n/nMZ84///xDDjkks0jh4cUXX1xY6itf+cqc53/i/PzMmTMLT8X/Ozo6mqbpH/7hH5Zc/E1vetP1118/NjaWpuno6OhHP/rRWbNmxSP/9E//NDyO4H2ooU2AAAECBAgQIECAAAECBAgQIECAAAECBAhMXkDwfvKGViBAgAABAgQIECBAICsgeJ8V8ZgAAQIECBAgQKChAvEn7wXvGwpssckKtGPw/oEHHij5FfeZXzfB+8m+OMwnQIBA4wQyt2jfeJ+hFbzPgHhIgEDeBBYuXBjfycNNHnfccZkBaZq+//3vz3R+73vfK8768Y9/nHk2SZKf//znxQFh8P7www+/4IILduzYET5baO/atWv16tVxqH7ZsmWZwS996UszV7zmmmsyY8KHDzzwwLRp0zJT9t1337Vr14bDCu0HH3zwZS97WWbw/vvv/8wzzxQHVw3ev+ENb3jHO96xfPnyOXPmFJbq7+8vTtcgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECGQEBO8zIB4SIECAAAECBAgQINAAAcH7BiBaggABAgQIECBAIBLYs2fP9u3bt27dmvnYfZIkxx133Pbt23fu3BlN0kGgBQLtFbwfHx9ft25dT09P/JsV9wjet+D15JIECBAoIxDfpX3jfUgleB9qaBMgkEOB973vffGdvPB972mabt++Pc69h7H54twLL7yweLr/9t/+W7G/0Dj00EP37t1bHJCm6S9+8YtLL710/fr1mf5wTKH9x3/8x5nV5s6dmxlWb/D+vPPOy6yZJMnf//3fZ5YtPvzBD34Qjx8ZGSkOKBe832effc4777x77723ODJN01/96lcbNmz4yU9+EnZqEyBAgAABAgQIECBAgAABAgQIECBAgAABAgRCAcH7UEObAAECBAgQIECAAIHGCAjeN8bRKgQIECBAgACBLhbYvXv3P//zP3/rW99atWrVypUrTz311GOOOSZOHcSfvz/wwANf9apX/f7v//6HP/zhSy655Gc/+1kxt9DFnI4+1QLtErzftm3bJZdccthhh8W/SuV6hoaGGqJZbv0p7m/IWSxCgACBVgnE90zB+7AWgvehhjYBAjkU+NrXvhbfyb///e8XtvrNb34zfjZN082bN2f+zqyTTz65eLoVK1ZkZr373e8uPltv43vf+15mtZ6enl27doXr1Bu8nzdvXmbNJKny6bV4fPh3DZQL3v/qV78K96lNgAABAgQIECBAgAABAgQIECBAgAABAgQIEKhRoMp/uqhxFcMIECBAgAABAgQIECAQCgjehxraBAgQIECAAAEClQXWr1//V3/1V+9617te9rKXxZ+nb3jPgQce+OlPf3pkZGTHjh2VN+ZZAhMWyHnwft26dcuXL8/EdSr/rq1du3b37t0TBjGRAAECBJohEN+6Be9DZ8H7UEObAIF8Chx33HGZm/lJJ51U2OprXvOazFNvfvObC0/FX0RfjOtnpiRJsnHjxgpnf+65537v937vkEMOiSeW63nooYfCBesN3sfLzp0794yKP/GUo48+uriHOHjf09NTfFaDAAECBAgQIECAAAECBAgQIECAAAECBAgQIFCvgOB9vWLGEyBAgAABAgQIECBQXUDwvrqREQQIECBAgACBrhfYvHnzF7/4xXe9613xZ+inpmfGjBmrV6/+p3/6p64vBYDGC+Q2eD86Orp69eraf8UGBgZWrlx53333Nd7IigQIECAwaYH4fi54H6IK3oca2gQI5FPg/PPPz9zMBwYGnn322TRNp02blnnqz//8zwun+O///b+XeyrTX+HL5P/lX/7l3HPP3X///eMplXsaHryvfLmSz86fP79YUMH7IoUGAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0BABwfuGMFqEAAECBAgQIECAAIEXCQjev4jDAwIECBAgQIAAgRcLPPjgg8PDw3V923bJj9o3qvOII44477zzXrxHjwhMSiCHwfsHHnhgaGho3333rf0XZ3h4eOvWrZOCMJkAAQIEmikQ39IF70NvwftQQ5sAgXwKfOc734lv5rfddluapnF/8WvtH3vsscw/UL/pTW8qHDCeVfLgn/nMZ/r7++PBtfTkIXi/zz77FM8leF+k0CBAgAABAgQIECBAgAABAgQIECBAgAABAgQaIiB43xBGixAgQIAAAQIECBAg8CIBwfsXcXhAgAABAgQIECCQpiMjI+94xzsm/Mn+Wj7935AxPT09X/7yl3ft2qVoBCYjkJ/g/erVqxcsWFD7b8fAwIDvt59M6c0lQIDAVArEt3fB+9Bf8D7U0CZAILcCJ598cuZ+/oY3vCEO3p900knhEYaGhjKz7rjjjp/85CeZzp6ennBWmqZ79+59xzvekRlW18M8BO+T5N8/8CZ4nymxhwQIECBAgAABAgQIECBAgAABAgQIECBAgMAkBf79v0NMciHTCRAgQIAAAQIECBAgUBQQvC9SaBAgQIAAAQIECOzcufN1r3tdXZ/jb/ngQw45ZHh4eNu2bcpHYGICeQjeF77ivvbfpvnz5/uK+4mV2ywCBAi0SiC+yQveh7UQvA81tAkQyK3ARRddlLmf9/f3b9q0KdM5PDwcHuGmm27KDPj0pz/9V3/1V5nOY445JpyVpulll12WGVPvQ8H7DKmHBAgQIECAAAECBAgQIECAAAECBAgQIECAQIcJCN53WEEdhwABAgQIECBAgEAuBATvc1EGmyBAgAABAgQItFpgdHT0L//yL+fPn1/v5/jD8QMDA8uXLz/rrLM+8pGPfOlLX7rllltuvfXWDRs2PPjggw899NDGjRt/+ctfbnj+Z2Rk5IYbbli1atXHP/7x//gf/+Oxxx673377hUvV295vv/3+9V//tdWKrt+WAq0N3o+Pjy9fvrynp6f21/yyZct2797dltY2TYAAgS4WiO/zgvfhy0HwPtTQJkAgtwJ33313fD+Pv9D+9ttvD4+wbdu2zKxTTjnl9NNPz3Sed9554azR0dG5c+dmxhQfTps27RWveMVv//Zv/9Ef/dGqVavWrFnzd3/3d8Vniw3B+5BUmwABAgQIECBAgAABAgQIECBAgAABAgQIEOg8AcH7zqupExEgQIAAAQIECBBovYDgfetrYAcECBAgQIAAgdYJ7N2792tf+9rLX/7y4ufya2ksXLjw3e9+949+9KNdu3Y1ae8///nPv/CFL5x77rm9vb21bKk4Zu7cuWNjY03alWU7UqAlwfuhoaF99923+Lqt2pg/f/7WrVs70t+hCBAg0CUC8a1e8D4sveB9qKFNgECeBeLAfOYO/8Y3vjHef2ZM/LCvr290dDScWPJCy5cv37x5czis2P4//+f/xMtWDd5fffXVxRXiRrzgmWeeGQ+rvedb3/pWZs2enp7apxtJgAABAgQIECBAgAABAgQIECBAgAABAgQIEMgICN5nQDwkQIAAAQIEt4S4jwAAIABJREFUCBAgQKABAoL3DUC0BAECBAgQIECgPQXuu+++E044IfOp9woP99lnn8svv/yXv/zlVB53y5Yt11133ZlnnllhY5mnFixY8D//5/+cyk26VlsLTGXwfnx8fN26dcuXL8+8aCs8XLZs2dq1a33FfVu/xmyeAAECaZrGt3rB+/CFIXgfamgTIJBngcsuuyy+pYc9n/jEJ+L9hwNKtk844YTMrMMOOyweuXPnzsyw4sOJBe9XrVpVXCFuxBsYHByMh9XeI3hfu5WRBAgQIECAAAECBAgQIECAAAECBAgQIECAQC0Cgve1KBlDgAABAgQIECBAgEB9Ap0avD/99NOXN+dnxYoVTzzxRH3KRhMgQIAAAQIE8iewc+fO6dOnxx+jL9lz9tln33zzzc8++2wLz3HXXXf96Z/+6SGHHFJyh3HnWWedtW3bthZu2KXbRWDKgvejo6MLFiyIX6vlegYGBlauXNkujPZJgAABApUF4ru94H0oJngfamgTIJBngfvvvz++pYc9IyMj8f6nTZsWjonbf/Znf5aZVXJKZkz4sJbg/cte9rLMpS+++OJwkUw7M7jwMDOmroeC93VxGUyAAAECBAgQIECAAAECBAgQIECAAAECBAhUFRC8r0pkAAECBAgQIECAAAECdQt0avD+gAMOKPmZsIZ0nnPOOXVDm0CAAAECBAgQyJPAP/7jP77mNa+p+kej3t7eZcuWXXvttfnZ+/j4+F133TVr1qyqm0+S5OCDD87Pzu0ktwJTELx/4IEHhoaG9t1331pet0mSzJ8/f3h4eOvWrblFszECBAgQqFcgfgsQvA8NBe9DDW0CBHIuEN/Sw54dO3bE+3/ta18bjonbt956a2ZWPCZJKn1yrJbg/ate9arMshdeeGHmuuHDzODCw/Hx8XBMhfa1z//cf//9xTGC90UKDQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAhApX+80lDLmARAgQIECBAgAABAgS6UEDwvuRHx6p2bt++vQtfLY5MgAABAt0gMDY2tmjRoiVLluzdu7cbztuFZ3zmmWeq/lHn5S9/+erVq0umBXIlNj4+vnz58qrHOe644/7lX/4lVzu3mVwJNCl4Pzo6unr16rq+4n7lypX33XdfrnBshgABAgQaJRD/iUXwPrQVvA81tAkQyLlAfEsPe0pu/uabbw7HZNpvetOb4lkHH3xwZliSJM8991w88oc//OHSpUvjwUmSPPTQQ+H40047LTPs0EMP3blzZzgmbH/yk5/MjC88/MAHPlByJ2ma7t2795Zbbnnzm99cnHjNNdcU1xS8L1JoECBAgAABAgQIECBAgAABAgQIECBAgAABAg0RELxvCKNFCBAgQIAAAQIECBB4kUAnBe+3b9/+vhd++vv7i5/rakbDl96/6GXkAQECBAh0hMBjjz02PDw8ODiYJMlXvvKVjjiTQ2QFHnroocWLF1f+09GNN95Y+/fXZS/Qisfr16//zd/8zcqHmjdvXiu25prtIdCM4P0DDzxQ+/fbF7/ivj287JIAAQIEJiQQ/1lF8D6EFLwPNbQJEMi5QHxLD3tKbv7JJ5/s6+sLh/X09BQfXnTRRfGsU045pTig2HjjG9/4/e9/f9euXYXxmzdv/uIXv1h8Nm5kgvfDw8PxmPe85z1PPvlkYcEnn3xy7dq1xz//89RTTz3yyCPl/rlmwYIFq1atCre9Z8+eH/7wh6961asylxC8D5W0CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAgcYKCN431tNqBAgQIECAAAECBAj8f4FOCt7/+te/znyiq6kPv/GNb3gNESBAgACBjhEYGhqaOXNm4a3zJS95SfEz3B1zQAdJ0/Tuu++eO3duhT8gzZs378orr2xTq29+85sVjpYkyZo1a9r0aLbdbIEGBu/Hx8fXrVu3fPnyMEVT+ZWZJMnatWt3797d7GNanwABAgRaKxC/HQjehxURvA81tAkQyLnAK1/5yviuXuiZPn16uc2fcMIJ5WatX78+nvW5z32u3Pj+/v4FCxbss88+5QYU+zPB+/gL5wsj+/r6jj766Je97GXhP8g88cQTaZpeeOGFxdXixmGHHbZs2bLTTjvt+OOP32+//eIBSZII3sfF1UOAAAECBAgQIECAAAECBAgQIECAAAECBAg0SkDwvlGS1iFAgAABAgQIECBA4N8FBO9LfhSsxk7fe//vryQtAgQIEGhDgfHx8de//vXxu17xi87a8Ey2XFag3CfgCy+AY445puzMtnri0Ucffcc73hG/qgs9PT097fs3C7RVHdpss5MP3j/wwANDQ0Plvgqy5AtyeHh469atbSZluwQIECAwCYH47UDwPuQUvA81tAkQyLnAN77xjfiuXui54IILym3+O9/5TrlZ5aZ87GMfKzelxv5M8D5N049+9KM1zi0E7wt/ffOhhx5a46x4mOB9ufrqJ0CAAAECBAgQIECAAAECBAgQIECAAAECBCYvIHg/eUMrECBAgAABAgQIECCQFej44P3pp5/+vkb8HHvssfEnxpIkufnmm7OmHhMgQIAAgdwL7Nix48orrzziiCNKvrvlfvs2WLfAnXfeWbLWSZL09/dfdNFFu3btqnvRHE+Ic9TF4/f09OR447bWGoH4BXPVVVfVuJXCV9yHXwtZfLGVayxbtmzt2rU1rm8YAQIECHSMQPy+IHgfFlfwPtTQJkAg5wKjo6N9fX3xjT1Jkm9/+9vlNv/0009Pnz695KxyU0ZHR1/5yleWnFJjZxy837JlS40p+mLwPk3Tn/3sZzVeMR4meF+uvvoJECBAgAABAgQIECBAgAABAgQIECBAgACByQsI3k/e0AoECBAgQIAAAQIECGQFOj54/8Mf/jB75gk9fvjhh2fPnh1/aGz+/PkTWs8kAgQIECDQMoHHHntscHAwflMr9EyfPr1lO3Ph5ghs3LixXMXnz59/9913N+eyrVz14Ycfft3rXlfuRX7LLbe0cnOunT+BCQfvV69evWDBgnKvtLh/YGDgvvvuywnAli1bfvzjH69du/Zv/uZvvva1r/3oRz967LHHGrW3J5988vbbb7/ppps+//nPX3/99SMjI7/4xS92797dqPWt0yiBO+6446abblq7du0tt9zy05/+9LnnnmvUytYhQCAWiN8XBO9DJcH7UEObAIH8C5x44onxjb2vr++pp56qsPnXv/718awkqfR5sMJ/wSk5q5bOOHifpumtt95ay9wweJ+m6bJly2qZFY+57rrriibf+ta3MgP87XhFHA0CBAgQIECAAAECBAgQIECAAAECBAgQIEBgAgKV/kPLBJYzhQABAgQIECBAgAABAmmaCt7X/jK49tprM58JKzysfQUjCRAgQIBAawUefPDB97///TNmzCj5jlboPPvss1u7SVdvrMCzzz77mte8plzFH3nkkcZeLj+rjY2NnXPOOSUPPnfu3F/+8pf52aqdtFxgAsH7Bx54YGhoqOQLrGTn//vruoaHh7du3draw46NjX33u99961vfWu4rLhcuXPiFL3xhx44dE9jn3r1777333jPPPPPII4/s6emJHfr7+88777y77rprfHx8AutPYModd9xxcfSzbt262pf66le/Gi3wbx1XXnll5XW+9rWvlZx70003VZ7Y7Gefe+6566677nd/93fnzJmTKVNvb+9rX/vaBx98sCF7uOiii9734p+GLGsRAu0rkPmNS5JE8D6spuB9qKFNgED+BT7xiU/EN/bXve51lXde8l530EEHVZ61ZMmS+FqZnr6+vt/7vd/LdCZJUjJ4n6Zp/A9B8dxM8H7Pnj2rVq2qZWJxqQ984AMbNmwITyd4H2poEyBAgAABAgQIECBAgAABAgQIECBAgAABApMXELyfvKEVCBAgQIAAAQIECBDICgjeZ0UqPi73pffbt2+vOM+TBAgQIECgZQLj4+Pr1q0r96VqxQ9DFxpvfetbW7ZRF26OQKbExYcf/OAH9+7d25xr5mvV3t7e4qnDxh/8wR/ka6N20zqBODpy1VVXxdsZHR1dvXp1+Cqq3J4xY8bKlStb/hX3mzZt+sQnPjFv3rzKu42fnTNnToyQ6Xn66aevuuqqV77ylfH0qj133313ZrWGP/wv/+W/xNt497vfXeOFyt09+vv7v/3tb1ddJL50sed//I//UXV6Mwbcd999Rx11VHEblRt9fX2TfJuIAZtxKGsSaCOB+JdO8D4sX8kwajhAmwABArkS2Llz50j0s2nTpsqbHBsbiyaNlMvGZ5Z6/PHHL7vssoMOOqjwhtLf37948eKzzjrri1/8YmHks88+Gy/+7LPPZtYJHz722GN//Md//Na3vvWEE044+eST3/Wudw0NDV133XVV/xz40EMP/e3f/u0HP/jBE0444Ygjjpg7d+6iRYtOPPHEs84668477xwbGwuvErYff/zxeJPhAG0CBAgQIECAAAECBAgQIECAAAECBAgQIECAQF0Cgvd1cRlMgAABAgQIECBAgEBNAoL3NTG9MKjcl97/4R/+4QtD/D8BAgQIEMiRwNjY2KJFi+KQT7me2267LUe7t5VJCzzyyCMla/2BD3yg6sfoJ33xvCzw+c9/Pg5/Fli84PNSpFbvo5bg/dDQ0MyZM0v+QpXsnD9/fsu/377gWuNfvFLyFGefffaePXsq1Ofcc88tObGWzhkzZtxwww0VFp/8U5MJ3sdfxVk4VF9f34033ljL3iog/O7v/m4tKzR2zM0331zXazhJkjPPPHP37t0T3kYsMOGlTCTQGQLxL4XgfVhZwftQQ5sAAQIVBHbv3u0vAq7g4ykCBAgQIECAAAECBAgQIECAAAECBAgQIECgqwQE77uq3A5LgAABAgQIECBAYIoEBO/rgt67d+9b3vKW+KPSSZJ84xvfqGspgwkQIECAQFMFtmzZ8qlPfWpwcLDk21bJzuOOO66pW7L41AucccYZJWvdPan7gvlVV11V0mHRokVTXxRXzKFAheD9+Pj4unXrli9fXvIlVLJz2bJla9eunUxcubFEkwneJ0lyzjnnVLhjvPe97y2JUGNnT0/PFVdc0djzhqtNOHh/xx137LPPPiVPsWbNmvAS5dqPPvpoyemFzoGBgXITm9c/Y8aMClsq99RZZ51V4QVQYbc7d+6M16ww3lMEukEg/qUQvA/rLngfamgTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQC0Cgve1KBlDgAABAgQIECBAgEB9AoL39Xk9P7rc995PYClTCBAgQIBAYwU2bNiwcuXKONVTteclL3nJrl27GrsZq7VQYHx8fNGiRXHd58+f/8gjj7RwY626dMkIaJIkW7ZsadWWXDc/AnHwfmhoqK5I+YIFCz772c/m82snJxm8T5Jk+vTp5YpVl1J8Ryr0jI+Pl1t/kv0TC97Pmzev3FYvvfTSGrd03HHHlVuk0F/jOo0a9ju/8zuV91Ph2ap/TcDGjRuvv/76q6+++uKLL/793//9hQsXllutUcexDoE2FYh/NQTvw1IK3oca2gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQi4DgfS1KxhAgQIAAAQIECBAgUJ+A4H19Xs+P3rt3b/xpaV96PwFJUwgQIECggQLj4+OTSVeuWrWqgZuxVMsFbr755viPKz09Pd/73vdavrdWbWD//fePTS666KJW7cd18yMQB+/jl0qFnmXLluXn++1j1cm8NRRPHS9b6GlI8P7rX/96ufUn2T+B4P2vfvWr4qkzjU9+8pM17ud//+//nZkbP/y/7N0JmBTVufDx093MMLIPg8AAKgKigIiKCDrggiBjQHHBJZpRNIhRhIsrKOokRiMoeiGyyIgJRsUIRAQXRJRosAUUN0BFdnRYhUFkmb3ry7U+K5U6p6qr9+0/z31uTp96z/arqp6WqbfPxo0bXfYWediiRYvkCeg1Xq/3uOOO6969e8OGDe1ihAjyB8rHH3/coa35UORroQcEUlrAfDvoZRLvzSeUxHuzBmUEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAATcCQZ5rcdMFMQgggAACCCCAAAIIIICARYDEewuIy5dNmjSRH5hu1apVcu5y6XJRhCGAAAIIpKhARUXF888/r9zeXP5tZVdz4MCBFF0+01YKFBYWyuf6+uuvVwZnSOWkSZNkk/z8/KqqqgwRYJl2AmEn3hcVFa1evdqu2ySplxPvs7OzCwoKxo4d+8Ybb+zevbuqqmrfvn3Tp0/v1auXfI/oNZs3b1YuR06893q9Xbt2HTly5Jdffrl9+/aqqqqffvppyZIlY8eOtdtJfsiQIcrOI68MNfF+z549J554ohJh9OjR7uczZswYZSfmyuLiYvcdRhgpXwP6TFq3bv3jjz/qnQcCgeXLl19yySXmSRrlL7/80mEOJN474HAIAbOAcU8ZBRLvzT4k3ps1KCOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIuBEg8d6NEjEIIIAAAggggAACCCAQmkBiE+8PHz7ctm1b/YHjUaNGLVu2rLa2NrQFmKK///5749llo+D3+00hUSsGAgFlPhv73keNmI4QQAABBIIJbNy4cdSoUfXq1TN+6zkXiouL9+3bt2vXrpycHEtkVlZWsNE4nmICllMshBg/fnyKrSEG0128eLEsc84558RgKLpMJYGQEu8LCgrmzJmTzFvcW+iNpOtOnTotWrTIclR+Kd8jQogLL7xQjtQ0zUi8z8/P/8tf/hKU5dxzz1X2v3v3bmX/EVaGlHh/zjnnKOcmhPj1r3/tfibvvvuuXT+W+hj9t6plqrfffrtlXCFEgwYN7L5MQdM0Zfzhw4ctPRsvSbw3KCgg4Cwg31wk3pvFSLw3a1BGAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAjQOK9GyViEEAAAQQQQAABBBBAIDSBxCbeyzsBNmvWbOHChUETNpSLjGfi/b+TTEpLS+32vVdOj0oEEEAAAQSiKFBUVOTz+eTsHWVNx44dJ02apI8+duxYOebGG2+M4tzoKhkE5LO8d+/eZJhYwufQtWtXC47X641R0m/CF8sEXAq4TLzPyckpKipy2WfyhOmJ97m5uVVVVW5m1adPH8s9IoTo0KGDsq2eeJ+Tk/PTTz8pAyyV8+fPlzsXQnz99deWyKi8dJ94X1VVpZyYEGLw4MEu6fQ533DDDXZdWep/97vfRWWZDp3U1ta2bNnSMq4Q4v7773dopfyAMW/ePLsmJN7byVCPgEVAvhlJvDcTkXhv1qCMAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIOBGgMR7N0rEIIAAAggggAACCCCAQGgCiU28z8rKkh87FkI0a9asqKho4cKFIS0mzon3mqbNmDFDOf+Qpk0wAggggAAC7gVqa2vnzZvXq1cv5S8gZeWiRYsCgYA+xMGDB3Nzcy1hHo9n9erV7udAZPILfPXVV5azLAT/vPz/z9u0adNknBdeeCH5TyszjJ2Am8T74uLiDPn2iieeeEK+Rxo0aBAV/6+//lruXAjxzTffRKV/SycuE+9ra2uvvfZa5cT69+9fUVFh6db5ZcOGDeWurrzySrmyadOmoXbuPLR89LPPPpPHFUKsX79eDjZq+vfvL7caNmyYEWApkHhvAeElAnYC8p1F4r3ZisR7swZlBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAE3AjwZ6UaJGAQQQAABBBBAAAEEEAhNIIGJ94FAQH7m2FIzatSoZcuW1dbWullV/BPvA4FAYWGhZc5CiNdee83NhIlBAAEEEEAgJIGKioqTTjpJ/r2jrPF6vYMGDVqxYoV5iKeeekoOvuiii8wxlNNAoKSkRD7RabCuqCzhp59+knFuueWWqHROJykq8MUXX6z6+efqq6+WL4++ffvOnz8/RZcWxrTnzp0rIwghDh8+HEZvliarVq1Sdl5WVmaJjMpLl4n3t912m3JWBQUFhw4dCnUmclenn376t99+K9cLIf7xj3+E2n9I8crf+6effrpzJ88995w82/bt29u1IvHeToZ6BCwC8p1F4r2ZiMR7swZlBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAE3AiTeu1EiBgEEEEAAAQQQQAABBEITSFTi/d69e48++mj5mWOHmmbNmhUVFS1cuNBuhfFPvNdnopzz0KFD7eZJPQIIIIAAAiEJDB8+PCcnR/nrxqGyfv36559/vrHXvaZpL7/8shx/2mmnhTQZgpNf4ODBg40bN7ac66ysrFx+fhGw4AghvF5v8p9ZZhgfgT59+gghWrVqVVxcHJ8Rk22UadOmyfdIkyZNojLPs846S+48dv/pFDTx/sknn5Tno9d06dIljCXv3LlT7nDHjh2apk2ePFk+lJ2dvXfv3jAGctnkzDPPlAedOXOmc/NAINCwYUO54UcffeTc0HJU7sESwEsEMk1AvilIvDdfAyTemzUoI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgi4ESDx3o0SMQgggAACCCCAAAIIIBCaQKIS77dt23bcccfJzxy7qRk1atSyZctqa2stS01U4r1y03v2vbecHV4igAACCIQhsGzZssGDB7v55aiMsWxp2717dznspZdeCmNiNElmgbKyMvlEUxNUIJnPKXOLp8DcuXPnz59fU1MTz0GTaqzhw4fL90unTp2iMkm5ZyHEkiVLotK53EnQxHuPx6OcUocOHfRseblP5xplJr/eZNeuXXXq1JGHmzZtmnOfkRxt0qSJPOLy5cuD9tmrVy+54fPPPx+0oTlA7sF8lDICGSgg3xQk3psvAxLvzRqUEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTcCJB470aJGAQQQAABBBBAAAEEEAhNIFGJ95qmbd68WX7m2H1N69atLen3iUq8Ly0tVeYztGrVqqysLLTzQTQCCCCAAAK/CChz3tz/ohRC3Hzzzb909n//q2xbXV1tjqGcBgIk3isv9aCVaXDqWQICURHo0KGDfL/85je/ibDztWvXDhw4UO5ZiBj+8cs58f4f//iHcj7HHHPM1q1bw1vvqaeeKvdpdKX8yrazzjrLCIh6QZ6MEGLXrl1BB7r66qvltuPGjQva0Bwg92A+ShmBDBSQbwoS782XAYn3Zg3KCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJuBGL47JGb4YlBAAEEEEAAAQQQQACBtBRIYOK9pmnbtm07/vjj5SePQ61p1qxZUVHRX/7yF7mh3++Pw4kLBALKJIqYppHEYV0MgYCmaW4yc4BCAIFYC2zevHnu3Lljx45t2rSp/MvOrubkk0/u0qWLEOKRRx5Zu3atHNakSZNYz5z+4y+wa9cu+VxTE1Qg/meKERFITgHlzbJp0yb3s/3zn/+s7ESu9Hq9c+fOdd9zqJF2ifcrVqxo0KCBPB8hRNOmTUMdxYi/99575T6vueYaI+DgwYNyQEz/mzHs4YqLi+W2BQUFxlrcFOQe3LQiBoE0FpBvChLvzaebxHuzBmUEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAATcCJN67USIGAQQQQAABBBBAAAEEQhNIbOJ9FHPv5ceX9Zr4JN5rmlZaWqqcA5veh3ZFEp18AnXq1BkyZEjyzYsZIZC5AnoSfv/+/d0n4V922WU33nij/Hvq3nvvzVzH9F05O97Ll7qbmvS9IlgZAiEIzJ8/X3m/hNCFprlMvM/Ozn7ppZdC6jnUYLvEe7tfoI0aNVq5cmWoo+jxtbW1rVu3lvXeeOMNc4dygBAiEAiYY6JYVg7npn/lSezWrZubtkaMPLpxiAICmSkg3xQk3puvBBLvzRqUEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTcCJB470aJGAQQQAABBBBAAAEEEAhNIOGJ95qmbd68+bjjjpOfP45KTdwS7zVNU0546NChoZ0SohFIJgG/369f2OTeJ9NpYS6JEaiqqtq8efPy5cvfeOONGTNmjP/lZ8KECTNmzHjzzTdXrFixbdu26urqeM7PZRJ+s2bN6tata/k9lZ2dXVpaGs/ZMlZ8BEi8t1zqLl/G5+wwCgLJLFBaWpqXl6e8ZUKatjJnW+72gw8+CKnbMIKVife9e/eWJyOEqFevXiRTWrJkidzt0UcfXVVVZZ65HCOEWLZsmTkmimXlcG76Lykpkdt26NDBTVsjRu7BOEQBgcwUkG+KBg0anM/PLwLKfxvMzEuFVSOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIuBQg8d4lFGEIIIAAAggggAACCCAQgkAyJN7ruffy88emmuamcmjF6dOn19bWhiASQWhhYaFycq+99loEvdIUgYQJ+P3+OnXqGFd1wubBwAgkTuDw4cPPPPPMrbfeeu655/p8PuN2cCjUqVOnb9++o0aNevbZZysqKuIz9/LycrvfQQ5TveGGG+IzPUaJswCJ9w6XvcOhOJ8mhkMg2QTKy8t79eqlvEdC3efcTeJ9dnZ2HASUiffKNQohFi1aFMmUrr/+ernn22+/3dJn8+aK/7YdPny4JSxaL+UpCeHqr42zZs2S2+bn54c0MbmHkJoTjED6Ccg3BTVBBdLvMmBFCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJRFHD1KEwUx6MrBBBAAAEEEEAAAQQQyAQBPfFeCNEm0T/5+fnmFF/p0duDQmhCrBWiWDrkqqJZs2ZFRUWx3ohpCVGZAAAgAElEQVRYuTGgEIJ97zPhbkqzNSrvR/a9T7OzzHIsAlu3bn3iiSfOO+88V79XQgy68MILn3766R07dlgGjfxlZWVliHP5v/CLLroo8qHpITkFlIn377zzTnLONiGzUt4yCZkJgyKQPALK+0IIMWzYsFAn6SbxXh8uNzd3yZIlyv7t5uNQL/cTUuL9xx9/LPfgsubFF1+UJ9ahQ4dAIGDpYfny5XKkEGLevHmWSE3THnzwQWWwQ+U111xj7kcZaQ6wK8+bN09u6/P57OKV9XIPyjAqEcgcAfmmoCaoQOZcHqwUAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCAMARLvw0CjCQIIIIAAAggggAACCAQR2L17d/v27YM+55oEAUN+TrzXfv7/K4ToG96UWrdu/eijj1ZVVQVxCfdwIBCw23M43C5ph0ACBN5//327W+yqq65KwIQYEoEYC+zdu3fSpEkej8fuyo9WvdfrfeaZZw4cOBCtBVVWVg4aNCiM6b333nvRmgP9JJsAifdBz4jylgnaigAE0ljALkH9hBNOOHjwYKgLd594L4Ro0KCBsn/lfepcKfdjty5lP82bN9+4caPciZuaAQMGyH0WFxfLbQOBQIcOHeTgwYMHy8EJTLyfM2eOPMns7Gx5kg41cg8OwRxCIBME5JuCmqACmXBhsEYEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgbAFSLwPm46GCCCAAAIIIIAAAggg4CQwcuTIoM+5JkHAx78k3q8V4sTw5pOXl7dw4cJYb3pfWlqqnF5ZWZnTaeAYAkkj4Pf7ldvdGxc2+94nzbliIlEQ+Ne//nXttdfm5OQYV3gcCvXr17/ppps++eSTCBcQdta9EELegzfCydA8eQRIvA96LpS3edBWBCCQrgIPP/yw8qYQQnz99ddhrDqkxHshxP79++VR7KbkUC93ElLivRDihBNO+OGHH+R+gtb4fD55YuvXr1c2fOihh+Tg7OxseegEJt6/+OKL8iRzc3OVK7KrlHuwi6QegQwRkG8KaoIKZMi1wTIRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBMITIPE+PDdaIYAAAggggAACCCCAQAoI1NTUOD5re6HjUaeDl1122dKlS+NMYLfp/fz58+M8E4ZDICSB999/3znl3rjZ2Pc+JFiCk1Bg4cKFPXr0MC7pBBbOPvvshQsXhkHksNF9mzZtnFfUpk2bMEakSaoIkHgf9Ewpb5CgrQhAIC0FlLeDEMLn882ePTu6S66tra1bt648Yp06dTZv3mwZSw4LWmPpQdO0UBPv9SFqamrkrpxrlHNrZ//j9XrlJj179rSMksDE+2eeeUae4YknnmiZofNLuQfneI4ikPYC8k1BTVCBtL8qWCACCCCAQEoLTJ48uZ/0k9IrYvIIIIAAAggggAACCCCAAAIIIIAAAggggAACCKScAIn3KXfKmDACCCCAAAIIIIAAAgi4EqipqbnuuuuCPmsbXoDf73c1iagGlZaWNmnSRJ5wfn4++95HVZrOoizgMutev7bZ9z7K+nQXR4FXXnlFfosOqSYvL8+cTJebmxtSczn4rbfeCgmgsrJS7kSvadOmzYYNG7KysuwChBBPPfVUSMMRnFoCJN4HPV/KuyNoKwIQSD+Bxx9/XHk7eDyemTNnxmK9L730knLEP/zhD5bhlGHOlZYenBPvjzvuOLvebr/9drkrh5rVq1fbdRVqvWWUBCbeT5w4UZ786aefbpmh80u5B+d4jiKQ9gLyTSGEyObnFwGlT9pfFSwQAQQQQCClBW677Tb591dKr4jJI4AAAggggAACCCCAAAIIIIAAAggggAACCCCQcgIk3qfcKWPCCCCAAAIIIIAAAgggEFygpqamqKhIfjgpWjUJSbzXNK2kpES5hKFDhwZHIQKBRAj4/X7lRetQSe59Ik4UY0YksG7dun79+jlc1cpDbdu2vfjii2fOnPnuu+9+++23Bw4ckCdRVlb2zTffvPPOOzNmzLjoootat26t7Mqh8tJLL922bZvcs1xTWVlpt929nnWvaVq3bt3sxmrUqNGPP/4od0tN2giQeB/0VCrvjqCtCEAgnQQCgcBdd92lvBeEEJMnT47dYs8880x53D59+lhGlGOC1lh6cEi879+//5EjR66++mq7PidMmCD3Zldzzz332PUTar1liAQm3o8dO1ae/DnnnGOZofNLuQfneI4ikPYC8k0hBA8A/Oe04/MfC0oIIIAAAikiQOJ9ipwopokAAggggAACCCCAAAIIIIAAAggggAACCCCQzgL83T2dzy5rQwABBBBAAAEEEEAgMwWimHWfl5d3xRVXyA/pJirxPhAIFBYWyvMRQsyfPz8zTzerTmaB999/3267+5ycHOWVrFcm86KYGwIWgcOHD9etW9fhejYf8vl8Z5111n333bdv3z5LPy5f7tq166677urevbvH4zH37FCuX79+ZWWlc/8OWfdCiA0bNujNb7rpJruBxo4d6zwER1NdgMT7oGdQeXcEbUUAAmkjUFVV5fDdZ4899lhMV/r444/L9+DRRx9tGVSOCVpj6cEh8f7QoUOaplVUVNj16fF4Zs+eLXco19TU1ITxbTt24wYCAfMQMUq8r66uNo+iLA8bNkye5PXXX68MtquUe7CLpB6BDBE4/vjjuS8czrWMwxcTOHBxCAEEEEAgGQRIvE+Gs8AcEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBDJcgMT7DL8AWD4CCCCAAAIIIIAAAukmUFNTo3ym1n1lUVHRwoULjbSB77//Xm6bqMR7/WzZ7XufbueS9aS4gF3KvRAiLy9PX9zIkSPl+0uvYd/7FD//6T/9I0eO3HLLLXYXsLn+wgsvfOWVVw4fPhwLlAMHDjz//PN9+vQxj6gsezyee+65p6qqSp5GZWWlsokQwtjrXm+1YsUKZeQNN9wgd0tNmgmQeB/0hCrvjqCtCEAgPQT27t2rvAWEEFlZWS6zzSOh+PDDD5UT2LVrVyTdKtvef//98ljXXXedEfz999+3adNGjtFr1qxZY0TaFRy+wsCuW4f6m2++2W6g8OqVXwqwbNmyoL2ddNJJ8jxfeeWVoA3NAXIP5qOUEchAgdmzZ8v3xV133ZWBFPKSlyxZIuMUFRXJkdQggAACCCCQPAIk3ifPuWAmCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAhkrQOJ9xp56Fo4AAggggAACCCCAQBoK1NTUXHfddfIztW5qWrRoceutty5dutTikoSJ94FAQLkiNr23nDteJlDA7/crr1I9696817ddmBCC3PsEnkGGDipwyimnOFy9+qEGDRrcfffdQbuKSsCIESOOOuqooFM666yzLMM57HVvybrXNK28vDwrK8syisfjWb16taVbXqafAIn3Qc+p5dbQXwZtRQACaSCwZcuWTp06KW+BevXqvfXWW3FY49tvv62cwNatW6M+etDEe03T1qxZ06RJE+WUjjnmmNLSUodZHTp0qEGDBsq24VU2adKkvLzcYcRQD5177rnyTKZPn+7cT3l5uc/nkxt+/vnnzg0tR+UeLAG8RCDTBMrKyurWrWu5NXJzcw8dOpRpFPJ6Bw8ebJERQsydO1eOpAYBBBBAAIHkESDxPnnOBTNBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyFgBEu8z9tSzcAQQQAABBBBAAAEE0lDgiy++8Hq98jO1zjV6yn1NTY1SJAkT7zVNU2Zx5Ofnl5WVKVdBJQLxFPD7/Xbb3efl5Zmz7jVNc9j0ntz7eJ41xgpJYO7cuc6/WRo1ajRmzJi9e/eG1G2EwXv27CkuLm7cuLHz3Cx5Jp9++mn9+vWVTTZs2CBPqVu3bpbgwsJCOYya9BMg8T7oObXcGvrLoK0IQCDVBVauXNmiRQvl9S+E8Pv98Vng888/r5xDLP77yE3ivaZp//znP+VUWH2S3bp1O3DggJ3MCy+8oFxLJJVz5syxGy6M+uHDh8uTGT58uHNXn3zyidzK6/WGmhssd+I8LkcRyASB66+/Xr41HnjggUxYu8MaP/zwQ4/HY5HJz8+vrKx0aMUhBBBAAAEEEi5A4n3CTwETQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEECAxHuuAQQQQAABBBBAAAEEEEgrgX379lmeqZVf5uXlFRUVLVy40M3KkzPxPhAIFBYWyksTQrDvvZvTSkyMBBxS7vW97u3GdUi/Z997OzTqEyJw4YUXKt979Uqv11tUVBTnfHvZYd++faNGjXL+JpqLL77Y3NCys668170RPHXqVItAIBAwjlJIYwES74OeXMutob8M2ooABFJaYMKECcorXwjRvn37TZs2hbG6BQsWzJkz55133nH/+2Xfvn25ubnyTHr27BnGBII2cZl4r/cjz8qoKSoqUo6l3Bb+X//6lzJYrrz99tuNIYxCVlbWv7+gRw4Or2bLli1Gz+bC0qVLHTrs1KmTOVgv33HHHQ5NlIfkTpRhVCKQaQJnnXWWfHdccMEFmeZgrPfJJ5+UQerWrbtr1y4jhgICCCCAAALJKUDifXKeF2aFAAIIIIAAAggggAACCCCAAAIIIIAAAgggkFECJN5n1OlmsQgggAACCCCAAAIIZISA/GStUeO8ub1SJzkT7zVNKy0ttdv3XrkQKhGIg4DdRvd61r1lr3vLfMi9t4DwMgkFdu3aZfxCURZWrlyZPNNetmyZcpJGpfkLApYtW2bk3jtk3WuatmLFCqMHvZA8S2YmMRUg8T4or+XW4AYJKkZASgtUVVXdfPPNysteCNGrV6/du3eHt8BmzZrp3fbq1ctlDzfeeKNyJvfcc4/LHkIKCynx/o477lDOTa9UjquMd/81BH6/X9nD008/rRwuvMqTTz5ZHuWKK65w6E2OF0K8++67Dk2Uh+R+lGFUIpBpAi+//LJ8dwiRuU8C5OTkyCA33HBDpl0YrBcBBBBAIBUFSLxPxbPGnBFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTSTCBz/9yeZieS5SCAAAIIIIAAAggggIAh0LdvX/nhWn2L++rqaiPMZSFpE+81TSspKZFXmsnPVbs8p4TFSMAuycdN1r0+JeX1rFey732MzhrduhfYuHFj+/bt7a7S3NzcGTNmuO8tPpETJ06sX7++3Zy7du26fft2YyZ67r1z1r2maeXl5VlZWUafbdq0MXqgkN4CJN4HPb/GfWEuBG1FAAKpKPDjjz/279/ffKlbykeOHAl7XUbivRDiyiuvfP/9951zzmtray2jGy8/+uijsKfh0DCkxPva2tqrrrrKmJKl8Mwzz8gDWWL0l3KYXU0gEDj++OPlTs4880y7JmHU//73v5eH8Hg8b731lrK3I0eOyPEtWrSoqalRxjtUyv04BHMIgcwRqK2tVW56/+abb2YOgrFS5Tem1atXb8uWLUYMBQQQQCD9BPbs2bNkyZIXX3zx/vvvf+SRR6ZPn7558+bIl/nFF19Mnjz5/vvvf/jhhz/66KOqqiqHPpcsWTJlypTi4uInn3zy+eef//zzzx2CHQ6tWbNmwYIFzz777IMPPvjnP//5lVdeieQ/MRwGCuPQli1b3nzzzSeeeGLMmDHjx4+fOXPmnj17wuhHb7Jw4cKpU6c++OCDxcXFL7/88rp162pra0m8D9uThggggAACCCCAAAIIIIAAAggggAACCCCAAAIIREuAxPtoSdIPAggggAACCCCAAAIIJJHAAw88EMbm9soFJHPivaZpdpvel5WVKZdDJQKxEPD7/Q573TtvdG+ZD/veW0B4mQwCa9eubdq0qZzlpdd4PJ7KyspkmKfdHMrLy+0mL4Ro3rz5+vXr7doq62+66Sa9w0aNGv3444/KGCrTT4DE+6DnVHmjBW1FAAKpKJCfn6+84MOrrFOnjhnBnHhv7rBRo0a/+tWvHn300ed+/nn00Uedp/H222+bu41iOaTEe33c/fv3m9diLtevX//jjz82pnf33Xebj+rlLl26GAFuCmvWrJE7EUKMGzfOTXOXMVdeeaVyFK/XO3v27NWrV2/atOmdd96599578/LylJHff/+9w1gLFiy4UvUjd6WKunL16tUOnXMIgXQVkG8QIUTLli2/+uqrdF2yZV0VFRWDBg1SOjhnilr64SUCCCAQH4HLL7/c8pY1bNgwTdPmzJlzwQUX+Hw+y1EhxK233mqeW1lZ2YgRI+rWrStHmmuuv/767777ztzQKCv//LF06dJRo0aZe7CU69WrZ/SwePHirl27WgLML5s2bfq3v/3NiLcrfPPNN/369TM3VJbbt28v9/D3v/9dDr7hhhvkSEvNgw8+KDdcsmSJJWzTpk2XXnqpx+ORg801Y8aM+emnnyxt5ZeVlZWNGjUyN3RTlvuhBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBGInQOJ97GzpGQEEEEAAAQQQQAABBBImUFVVFcbWecrpKp888/v9yuD4V9ptej906ND4T4YRM1bAIes+Ly8vVBZy70MVIz7WAsccc4zd86+NGzeeO3durCcQef/z5s1r3Lix3SqUjyw7DDp16lS9q7FjxzqEcSjNBEi8D3pClbdY0FYEIJCKAs4Z78p7waHSZeK9Qw/KQ7GDDSPxXtO0Nm3aKOepfwmOPtuamppWrVrJYY888kioyznllFPkftq2bRtqPw7xX3/9tcN/BcijyzUOnWua9vjjj8tN3NfI6VLOw3EUgfQQsPsvl1atWq1bty491uiwiiNHjvTv31/5RuH1eh0acggBBBBIlIAy8f79999XvpXplZbE+5YtWzoEmw+1aNFixYoV8kqVf/7Izs42t1WW77rrLk3TduzYoTxqqfR4PM8884w8urkmJyfH0sru5dChQ8vLy81tKysr5WDztwOYg41yTU2N/KuzQ4cOgUDAiNELRx11lNy/sqZbt25233Ggd7V169bOnTsr2zpXWqbESwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIipAIn3MeWlcwQQQAABBBBAAAEEEEh5AeWTZ8mTeB8IBAoLC5WPZM2fPz/l9VlAKgj4/X7lFSiEyMvLC2m7e2O5dh0KIYYMGWKEUUAgDgJ79uyxuyBPPPHELVu2xGEOURli7dq18sPExtLc7MdlTGPlypVCiKysLOeNao14CukhQOJ90PNo3FDmQtBWBCCQigLJn3jfokWL2MGGl3i/evVqhy/B+eGHHzRNW7x4sfkNRC97PJ5NmzaFupzHHntM7kqIKP9N8I477lCO4qYy6Dki8T7Uk048ApqmrVy50i5rsWXLlmlP1LdvX7v3nz/96U9pv3wWiAACqSggJ97n5eXZvZXp9ebE+5kzZzoHW44eddRRb7zxhgVK+ecPS0O7l7feemuLFi3sjlrqPR6PZWjzS+VnbEsP5pd9+vQ5dOiQuQfzUaNsDpDLixYtMiKNwuOPP26ODAQCo0aNMo66KbRq1errr782d2KU16xZ07p1azedyDFGJxQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgDgJRfsgmDjNmCAQQQAABBBBAAAEEEEAgngLKJ8+SJ/Fe07TS0tImTZrIT2Ll5+fHE4qxMlPA7/fbbXQZdta9pmkOm96Te5+ZV1qiVn348OGzzjpLfoMVQpxxxhm7d+9O1MTCG3f79u3K/W+FEOeff35FRYXLbsvLy7OysoYOHeoynrD0ECDxPuh5VL5XBG1FAAKpKJDkiff16tX7+OOPYwerTAq67rrrgo64dOnSunXrKt8rzjrrrCNHjvzmN7+Rj5511llBe5YDtm7dKncV9cT78vJy5ShBK30+33vvvSdP21xD4r1ZgzIC7gX+9re/2d2Ds2bNct9PykV+++23dgu//PLL5b2LU26BTBgBBNJSQE68t3srM+qNxPtZs2Z5PB6j3mWhcePGFknlnz9c9hZq2JEjRyyj6y/D++DXv39/c29KDXOAXL7yyivlJezZs8ccGWrWvd5hly5dzJ3o5U2bNjVt2lQe0WWN3CE1CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEDsBEu9jZ0vPCCCAAAIIIIAAAgggkA4CyifPkirxXtM0u33v2fQ+HS7BZF2DQ8q9vtd95BN3SL9n3/vIeekhqMA999xj9+Trr3/966DNkzbgV7/6ld26LJt6OSzhpptucjjKobQUIPE+6GlV3llBWxGAQCoKxDTx/rzzzlPeTS4rP/vss1iThp14r0/M5UL0sDp16oT9RT/KgV555ZXo+mzevPnkk09WjmVX+dxzz7mZQ3j5V8agS5YscTMKMQikpUBVVZVxL8iFPn36pNmqR40apUy21Ne+efPmNFsvy0EAgXQSCC/x/tChQ+3atZPf4fWaOnXqtGvXrnnz5l6vVxnz4osvmg2Vf/5QNoy88vTTTzcPrZfbtm0bds8rVqwwOpw7d67cz8iRI40AuSDHm7+pav369fXq1VPGCCFat27drl07h0T6r776yjKiXVcu6y298RIBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRiKkDifUx56RwBBBBAAAEEEEAAAQRSXkD55FmyJd7r+97LT2jl5+eXlZWl/DlgAUkpYLfRvZ51v2/fvqjMmtz7qDDSSXgCdskbgwcPrqmpCa/PhLQqLy83j1tVVTVgwAD5V4YQok6dOuZIh/LUqVMdjnIoLQVIvA96WpW3VdBWBCCQigIxTbzXNO3TTz+95ZZbGjZsqLyt7CpzcnLuueeeOHhGmHg/evRouyXI9YWFhWGvKCsrS+5w0KBBYXdo1/DQoUPDhw+Xx1LWKDf/VPZM4r2ShUoEXAoMHjxYeQ/qlePHj0+t/6JxWPWyZcscVnrMMcc4tOUQAgggkHCB8BLvH3jgAfmtz+PxDBw48K233jp06JC+rv3793fr1k2O7N69u3nhyj9/GK2OOuqogQMHjh07dtiwYSeddJJRb1e44oor7rzzznvuuadVq1bKmPXr15tH1zRNGdayZcuHH374448/Lisr++abb5599lllWO/evY3eqqqqWrRoYQlr2rSp5Z/FjHjl0J06dTICBg4caOlNCJGVlTVs2LAPP/zQCNu+fXvr1q3lyJtvvtmIsfvzjZ7Af+utt06bNm3OnDlTpkwZPXp0jx495N7M3whg7pYyAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIxEiAxPsYwdItAggggAACCCCAAAIIpImA8smzJEy8Vz4oJoQYOnRompwJlpFMAn6/X/n8X3Sz7vUV2w0khGDf+2S6KNJtLso3fyHEeeed5/DAbhIqVFRUDBo06ODBg+a5/fTTT927d1feXHv37jVH2pV37txpd4j6dBUg8T7omVXeU0FbEYBAKgrEOvFeNzl48OAtt9xy3HHHKW8uc2V+fv59991XWloaH8wIE+9ra2uvvPJK8/wdys8//3zYi7LLFNqzZ0/YfTo0HDJkiDLV31hdly5dZsyYUV1d7dCJ+RCJ92YNygiEKlBZWemce19QULB69epQu02q+H379t166612X5cmhGjbti3b3SfVKWMyCCAgCzgn3rdo0eLWW28dNWrU0KFDjY92t956a4MGDYyPWEbh73//u9x/RUWF8tfB8uXLjWC7fwETQvw7D/zHH380IgOBgDGcXDjppJNmz55tBJeXl1966aVy2EsvvWTEaJpWXl4uxwghDhw4YA7TNO2JJ55Qvud/8MEHRuR9990n92YZ0QheuXKlHDxp0iQjQD4qhFi5cqURYBR279598sknW+KPOuoos97dd99tCRBC+Hy+yspKox+jcMEFF8jBxlEKCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEAcBEu/jgMwQCCCAAAIIIIAAAgggkMICyifPkjPxvrS0tEmTJvIjWex7n8LXX/JN3e/3O+x1H62N7i3rZt97CwgvYy0wduxY+b1UCNG+fftYDx3d/gcNGmQspHfv3pb0+5YtWxpHzYUnn3wyutOgt/QQIPE+6Hk030dGOWgrAhBAIFSBqqqq1PoSnFAXmDbxcrpU2iyNhSCQKgK1tbXKHEXjg4oQYsyYMWVlZamyIk3TampqZs2aZV6CsuzyC8VSaOFMFQEE0lJAmXjfrl0758XK73vXXXedQ5OHHnrI0uSiiy4y4pV//pg3b54RYC4UFRVZuhJCbNy40RxjLnfu3NkSf/XVV5sDrr32WkuA1+v96quvzDFGubKy8sQTT7TEN2nSpLa21ogZMGCAJcDj8cgzPHz4cKNGjSyRN9xwg9FPdXW15agQwvlfzMz/Cqe3HTdunN7hs88+K/fm8I3Jt912mxxvzI0CAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIxEGAxPs4IDMEAggggAACCCCAAAIIpLCA8smz5Ey81zStpKREfiSLfe9T+PpLvqk7ZN3n5eXFbr7k3sfOlp4tAp988onP55PfS+vXr//1119bgpP5ZUVFhWUVltz75cuXK3emzcnJ2bBhQzIvjbklRIDE+6DsljtOfxm0FQEIIIAAAggggEDsBF5//fXGjRsrP6UYlQ0aNBg+fHjs5hDFnmfMmCGnXBoLMQqpspwoytAVAgikqICceH/22Wc7f3vR4cOHjbc7o/DNN984CPj9fiNSL5j/FVf5548vv/xS2eEf/vAHS1dCOD11dskll1jiCwsLzT23bdvWEnDBBReYAyzlp556yhIvhFizZo0R9o9//EMOuP/++40AvfD888/LYcuXLzfCVq5caQnIzc2tqKgwAuTC008/bWnSv39/Peziiy+2HKpTp86OHTvkTvQaEu/tZKhHAAEEEEAAAQQQQAABBCnREIAAACAASURBVBBAAAEEEEAAAQQQQCBuAk5/AonbJBgIAQQQQAABBBBAAAEEEEhaAeWTZ0mbeB8IBAoLCy1Pcekvk1aYiaWQgPyYpnGx5eXlxWi7e8PHGEsuDBkyxAijgECEAj179pSvMSHErFmzIuw5ns0rKirkjbaEEL179zZP44knnlAu9sILLzSHUUZA0zQS74NeBsq7KWgrAhBAAAEEEEAAgZgKrF279oQTTlB+UDFXXnnllR999FFMZxJJ599///29995rnrCyXK9evdmzZ0cyEG0RQACBeArIiffDhg1znsB7771neQP0+XzdHX9OOeUUSxMhRGVlpT6Q8s8fdon3kyZNkrtymHBRUZEl/uyzzzbit2/fbjkqhJg2bZoRIBe+++47uckzzzxjRCp3qm/durURoBfOOeccSz/dunUzx8j/YtawYUNH5u4dOnSw9Nm1a1e9z2bNmlkODRw40DycpUzivQWElwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIxF+AxPv4mzMiAggggAACCCCAAAIIpJKA8smzpE281zSttLTU8hSX/rKsrCyV3Jlr8gn4/X677e7jkHWvaZrDpvfOeyslnyUzSmoB5VvojTfemNST/u/JlZeXDxgwQLkQy80SCAQGDx6sjJw3b95/98qrTBcg8T7oFaC8lYK2IgABBBBAAAEEEIi1wJEjR8aMGaP8rGKp7NSpU3FxcaznE1L/c+bMGTRokN0/R5jnf/bZZ69bty6kzglGAAEEEisQRuL9H//4R/NbX9jlXbt26WtX/vnDLvH+ueeek0d0MJQTyHv27GnEL1iwQO5txYoVRoCy0Lx5c0ur3/72t+ZIy1H9pTlg/fr1Ho/HEmZJ+JdPjSXezUs94V8p/NRTT5mnZCnLbpZ/0LPE8xIBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSiLkDifdRJ6RABBBBAAAEEEEAAAQTSSkD5XFQyJ95rmma36f38+fPT6tywmDgKODzjnpeXF8eJOKXfs+99PE9Euo41dOhQ+cHZtWvXptB6Kyoq5CXoNW3atNmwYYO8lg8//FDZRI6kJpMFSLwPeva5j4ISEYAAAggggAACCRQ4fPjwnXfe6fBf95YPM16v9w9/+MMnn3xSW1sbz2lv3bp1+vTp9erVs8zH4eUFF1ywadOmeE6SsRBAAIGoCMjZ3UF3vL/mmmsc3g/dH/r888/1JSj//GGXeK9MlXegeOihhyxTMifeT5w40XK0bt26Dr3ph6666ipLqz59+phbXXTRRZYAIcTOnTv1mOrq6latWlkCbr75ZnMPmqZ17NjREhPGS6/Xq2na22+/LbfdvHmzZUTzSxLvzRqUEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBIiACJ9wlhZ1AEEEAAAQQQQAABBBBIGQHlk2dJnnhfWlrapEkT+XGu/Px89r1PmSsvmSbq9/vly0mvic9e9xaMkSNH2s2H3HuLFS9DEli5cqW84VVq7ShVUVExaNAg5Q1il3WvEymbrF+/PiRAgtNbgMT7oOdXeR8FbUUAAggggAACCCAQT4F169YpP7Q4VLZo0WLixInLli07cuRIjKZaW1u7du3a5557rnPnzg4zUR56/fXXYzQrukUAAQRiLRBG4v2FF16ofDMMtTI+iffFxcWWiZkT78eNG2c52qxZs6Dmv/3tby2tunTpYm712muvWQKEEOPHj9djFi5cKB/99NNPzT1omtasWTM5LNQaPfH+pZdekhv+8MMPlhHNL0m8N2tQRgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgIQIk3ieEnUERQAABBBBAAAEEEEAgZQRSMfFe07SSkhL5cS4hxNChQ1OGnokmh4Df77fbEC8hWfe6ivLy1ivJvU+OCyclZ6FMWT/uuONSZTFhZ91rmta8eXP5trrppptSZe3MMw4CJN4HRZZvotT65o6gCyQAAQQQQAABBNJD4KOPPurdu7fyo4tzZVZWVo8ePSZPnvz2229v2bIlQo0ffvhh2bJlzz77bL9+/Ro1auQ8tPJomzZtnnvuuQinQXMEEEAggQJhJN4XFBQo3xJDrUyGxPu7777bMu38/Pygp+N3v/udpdUJJ5xgblVdXd26dWtLTMeOHQOBgKZpl156qeWQ8r/cjzrqKDks1Bo98f6ZZ56RGx46dMg8Z0uZxHsLCC8RQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIi/AIn38TdnRAQQQAABBBBAAAEEEEglgRRNvNc0rbS0VH6iSwjBpvepdP0ldK4OKfdCiH379iV0dhr73ifWP/1Gv+qqq+T3zMsvvzxVVqr81gB9RW3atAm6ikAgcO6558oCI0aMCNqWgAwRIPE+6ImW7yDl4/tB+yEAAQQQQAABBBCIm0BRUZHdd+0pP9skQ+Vpp51WVVUVNyIGQgABBGInEEbifVFRkeWtuGvXrnNC/9m/f7++LuWfP7788kvlqhcsWGAZ3fk/e513vJ86daqlN4/HU11drRzaqJT/BWzAgAHGUb2wbds2n89n6byoqEjTNEulEKJx48aW5pqmnXzyyZbIwYMHh8o8d+5cTdOUaJs3b5YHNWpIvDcoKCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkCgBEu8TJc+4CCCAAAIIIIAAAgggkBoCyifP/H5/Ssze8nCY/pJN71Pi3CXDJB0evs/Ly0uGGZJ7nwxnIT3msG7dOvl53Ozs7K1bt6bEAisqKpRv+EKINm3abNiwwc0qPvvsM4/HY+knJydnx44dbpoTk/YCJN4HPcWW20d/GbQVAQgggAACCCCAQGIFtmzZcscddyg/ySRb5RVXXPHBBx8klovREUAAgSgKhJF4P3r0aMubc9u2bSOZkvLPH/FJvJ89e7ZlLUKIb775xnk5HTt2tLS65ppr5CZyfn69evX2799vaSuEuP322+Xm55xzjiUy7G/n/Oc//2npSgixdOlSeVCjhsR7g4ICAggggAACCCCAAAIIIIAAAggggAACCCCAAAKJEiDxPlHyjIsAAggggAACCCCAAAKpIaB88ixVEu8LCwvlh7qEEPPnz08NfWaZOAG/36+8eIQQeXl5Cd/u3oCxm6QQYsiQIUYYBQScBYYOHSpfS8OGDXNulSRHKyoq5IeJ9eW4z7rX13LxxRfLDnfffXeSrJRpJFaAxPug/vLt47z1X9AOCUAAAQQQQAABBOImsGTJkqKionr16ik/0iS8snv37pMmTYqbBgMhgAAC8REII/H+ySeflN+T161bF/aElX/+iE/i/apVq+S1vPzyyw5rOXjwoNfrtbR66KGH5CYLFy60hAkhrrvuOrly9erVcnM5snHjxtXV1XJk0Jr169fLg06bNs2hIYn3DjgcQgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgPgIk3sfHmVEQQAABBBBAAAEEEEAgVQWUT56lSuJ9aWlpkyZN5Oe68vPzy8rKUvWUMO/YC/j9frvt7pMq617TNIdN70l3jP2Vkj4jZGVlyW+VLjeKT6yCQ9b9v58nDnUJK1askB0aNmyY2DUyepIIkHgf9ETItw+/iYKiEYAAAggggAACSSWwf//+kpKSunXrKj/YxL/S4/EUFxeH+t81SUXKZBBAAAEHgTAS799//3353Xjs2LEOozgfUv75Iz6J99XV1fXr17csp6ioyGHC8+bNs8QLIRYvXiw3qampOeaYY+RgS01BQYHcVtO0p556yhIphHjllVeUwc6VtbW1DRs2tPTm/I2xJN47k3IUAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIE4CJB4HwdkhkAAAQQQQAABBBBAAIEUFlA+eZYqifeapgUCAfa9T+HrLxFTt0u51/e6T8SMgo/pkH7v/BRj8K6JyACBQCBgefhVCPHvBI+oLH316tULFiyISldyJxUVFfLM9ZpQ97o3Old2aBylkMkCJN4HPfvcPkGJCEAAAQQQQACB1BJYs2bN1KlTi4qKlJ9zYlF58cUXP/LII//85z9TC4rZIoAAAuEJhJF4r2ma8u334MGDQecwZ86c3NxcIcSIESOMYOWfP+KTeK9p2iOPPCIvZ+TIkcb0zIUlS5bIwb169TLHmMvKpZl7yMvLKy8vNzcxl82RRjkQCJhj5HJNTc348eP1r/icOXOmHnDnnXcaPRiF4uJiuble065dOyPMKNgFU48AAggggAACCCCAAAIIIIAAAggggAACCCCAAAKxECDxPhaq9IkAAggggAACCCCAQLwFtm7dGu8hM2Y85eNZKZR4r2maw773GXMao7bQtL/X/H6/8TCfpZBse91bTqpltuaX5N5brHhpEVi6dKn5gtHLgwYNsoSF8XLx4sWNGjXy+Xzjx48Po7lzE4e97sPOutc0rVevXrLGV1995TwZjoYnkFq/U0i8D3qW5XuHHe+DohGAAAIIIIAAAikhsHfv3jfeeOPBBx+87LLLsrOzlR97wq7s16/fqFGjXnzxxY0bN6aEBpNEAAEEoiUQxcT7U0455euvv7ab2Ny5c88880zjjTp5Eu937txpzMooeL1eeSHffPNNfn6+EWMU/va3v8nBRo0RpizceeedRqRcUDYZNGjQnj175GC9ZsqUKeaceSPx/uOPP5Z7y8rKWrhwoaWrbdu2/fa3v5WD+ecFCxQvEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCItQCJ97EWpn8EEEAAAQQQQAABBOIh0KlTp3gMk5FjpEHivaZpJSUlPK0Vleu3X79+w4YNi0pXSdiJ3++32+4+ybPuNU1z2PReCEHufXyut1mzZsVnoOiOMnz4cPkd8o033ohwlJKSEvMNNXz48Ag7NDd3yLoXQmzYsMEcHFL5L3/5i6zx0EMPhdQJwS4FTj31VJeRyRBG4n3QsyDfOzwZHxSNAAQQQAABBBBIOYHq6ur169cvWLBgxIgRl112WUFBQYcOHZQfhOTKNm3a9OjRY9CgQTfddNPs2bM//fTTQ4cOpZwAE0YAAQSiJRBe4n337t3lN1ghRFZW1rXXXvvWW28Z0ztw4MCCBQtuueUWS3zyJN5rmmaZm/7ytttu27Fjh7GQI0eONG3aVI7Mz8+vrKw0wuSC3MRcs27dOrmJUZObm2sONsoNGzYcPXp0eXm5Eblr164XXnjh6quvNmL0gpF4r2lap06dLEeFEB6PZ8GCBV9//XVpaenHH388cOBAh2+3MYajgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAnEQIPE+DsgMgQACCCCAAAIIIIBAzAX0bTSeeOKJmI+UeQOkR+K9pmlNmjSRH+3Kz88vKyvLvLMa/orPP/98nTHN0u8dUu6FEHl5eeGTxbelQ/r95ZdfHt+5ZOJo+gOjqZV+/95778nvjffdd18k5+/QoUNyn0KIrl27btu2LZKe9baDBg1S9i+EiGSve2Niyp211qxZYwRQiJZAly5dhBDjxo2LVocx7YfE+6C8yhszaCsCEEAAAQQQQACBdBLgE1E6nU3WggACsRYIL/Fe07S77rpL+X7rsjKpEu9Hjx7tctpyWFVVlfM5+uMf/yi3Mmqc29bW1vbt29cIDqNgTryvrKwMowdzE+fZchQBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSiK0DifXQ96Q0BBBBAAAEEEEAAgcQI6In3QoinnnoqMTNI31HTJvHebtP7oUOHpu/Zi/7KjMT7NNvD1rwvt/l5Pj3rft++fSFRfvbZZ6tc/Kxdu3bTpk1lZWWBQCCk/p2Dyb139onpUf3i8Xg8s2fPjulAUexc+aTyl19+GfYQ27dvP/300y33kfGydevWn3/+edida5pWUVFh9GYpRCXrXtO0d955x9KzEIIv94nkrNm11RPv/639+9//3i4meepJvA96LuQbJ80+LQQVIAABBBBAAAEEEOATEdcAAggg4F4g7MT7qqqqX/3qV8q3XDeVSZV4X15e3qNHDzfTtsQ0bNgwKPX27dvt/t27efPmQZvv2bPnxBNPtIzr/qU58V7TNPcNlZFBZ0sAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIRFGAxPsoYtIVAggggAACCCCAAAIJEzAS78m9j/o5SJvE+0AgUFhYqHxma/78+VF3S9cOzYn3w4cPT49l+v1+5YURXta9pmk5OTl2HSrr69ate9JJJw0cOHDhwoWHDh2KXFU5il7JvveR8zr0YMh7PB6HsKQ6ZGQ+G5Pv2LFj2DNcvXr1sccea3SlLNSvX3/BggXhDVFRUWG33X20su41Tauurj766KMtk+/bt294c6aVg4D58kv+3HsS7x1OpX7IctfoL4O2IgABBBBAAAEEEEgnAT4RpdPZZC0IIBBrgbAT7zVNO3z48MCBA5XvukErkyrxXtO07du3n3DCCUGnbQ7Iycl555133Jygyy67zNzQKI8dO9ZN8+++++7kk082WoVUsCTejxs3LqTmlmA3syUGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEoiVA4n20JOkHAQQQQAABBBBAAIFECpgT79mWVtO0YcOG+Xy+vn377t69O8ITkzaJ97qD3b73ESplTnNz4r3+6NuwYcOivvzHHnusZ8+eEydO3Lp1a9Q7N3fo9/vt9vwRQoS60b3Rc6iJ95aHCIUQXbt2nTNnTiAQMPoMtcC+96GKRSXefCo9Hs+sWbOi0q25k4EDB2ZnZ8+aNWv//v3m+vDKs2fPNs9ZL7/33nvh9TZlyhS5N7uakSNH1tTUhDSQXcq9EKJNmzYhdRU0+KWXXpJnHrZM0OEyNsCceC+EGDduXNQp/ud//sfr9Z577rk7duyIsHMS74MCyncNO94HRSMAAQQQQAABBNJMgE9EaXZCWQ4CCMRUIJLEe31iK1eu7NOnj/K9V1nZsmXL9evXmxel/PPHl19+aY4xygsWLJC7NY7KheLiYkt8z5495TC95q677vL5fJZ45cuQ/s28trb2+OOPt/QzYMAAu2ko61999dUTTzzR0onDyxNPPFH5l6lAIDBhwoSjjjrKoa0Q4rTTTpMDlBOjEgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBGIkQOJ9jGDpFgEEEEAAAQQQQACBuAroiffNmjUzHsd56qmn4jqDZBpsxYoVXq9Xp/B6vQUFBZMmTQp7gsonz/x+f9gdJrZhIBAwLhJzgU3vXZ4XI/G+YcOGBqDLti7Dtm3bVr9+faPz4uLiDRs2uGwbaphD1n1eXl6ovRnxkSfe68vv16/f9u3bjW5DLZB7H6pY5PH6iWvRooVe8Hg8s2fPjrxbo4d58+YZt4bP5ysoKNizZ49xNIyC8iKprKwMtauampoxY8YYc3NZGDBgwIEDB1yOVVFRYddtFPe6Nybzww8/GL9JjXEffvhhI4BCVAT0xPumTZt6PB7dObr73n/55ZfG+3zkn4hIvA960o2bxVwI2ooABBBAAAEEEEAgnQTMH4SMcjotkLUggAACURSIPPFen8y//vWv3Nxc411XLrRq1eqWW25ZtGhRVVWVZf7KP38kJPFe07SvvvrqN7/5jd2/LXs8nt69e7/++uuWJQR9+ac//cli8uqrrwZtZQmorq5+9dVX7eam93/SSSeNGTNm+fLllraWl+vXr5f/2U3vIT8//7HHHrvtttssE+Z7/SyGvEQAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAINYCJN7HWpj+EUAAAQQQQAABBBCIh4CeeN+3b9+pU6cauVtPPPFEPMZOvjG6desmP5akp9/v3Lkz1PkqnzxL3cR7TdOaNGki++Tn55eVlYWKk4HxRuJ9+/btjR14orvp/cUXXyyfoM6dOxcXF0cX3O/3ywPpNXl5eWFvd69pmvMDiHaDKusj3Mdb2adeefnll0fXk940TdNti4qKjP2sPB5PtGR++umnNm3aWM6pnn4/adKk8DLwu3fvbukwvMdYL7nkErkfNzWnnnqqG5+Kigq77e5jkXWvT+nkk0+2LCHU3cDcLC3DY/TE+169er3wwgvG57co7nvfq1cvy0kUQuifiML4WhMS74NerrJ2eG8pQQciAAEEEEAAAQQQSFoBPhEl7alhYgggkIQCu3bt2vTfP+H9A5emadXV1R999NHTTz89cuTIwsLCM888s0ePHldeeeU999wze/bsQCBgt/zq6ur/nsL/vbL7VsrDhw/LwXY9a5pWVlZmiS8tLXWI1w/9+OOPt91220UXXdStW7dmzZp16tTp3HPPnTJlyqZNm4K2VQaUl5dbplFTU6OMDFp5+PDhd999d8KECVdffXX//v27d+/eq1evX//61w899NBrr70WtLkRsH379kmTJg0ePDg/P7958+Zdu3YtLCz86KOPamtrNU374YcfLBMOe+3GiBQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgJAES70PiIhgBBBBAAAEEEEAAgSQVMBLvNU2bOnWq8ZBrkk43xtMyli8XfD5f3759d+/e7X4K6Zd4X1JSIssIIW644Qb3LBkbaU68X7x4cdRz780besunqWfPnhMnTty6dWvk/n6/39gG2TJQhFn30U28F0KsXbs27PUq9zM31ht2tzS0E9Bt/514byThCyFmzZplFx9S/R133GGcO7mQnZ09a9as/fv3h9Rndna23FVIPWiatmPHDrkTo6Zbt27XXHON8VIurFq1ynlEh6x7IcSGDRucm4d99JZbbrHM9uijjw67NxoqBYzEe03TXnjhBQNcGRxGpdGhXPB6vVOmTNmxY4f7bkm8D2olO5N4HxSNAAQQQAABBBBIMwE+EaXZCWU5CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQAYKkHifgSedJSOAAAIIIIAAAgikoYA58V7PvTf2Tc20fe9D2nZY3/R1586dDtdE+iXea5pWWlrKvvcOJ93hkDnxXg9bvHix8Vj5sGHDHNoGPTR69GijKzeFzp07h5Fz65ByL4TIy8sLOs+gAVHc8V53uOKKK4IO6hDgkH7PvvcObmEc0s+Xnnj/7+bmfe8jTL+vra11c1PoMT6fT397D7oEZZ9BWxkBixcvbtSokbITIcSoUaP0Xar0+JkzZ9pF+ny+8ePHG92aC3Yb3QshYrfXvT6Bzz77TJ6weW6UIxcwJ97ruffG57fI9713/sYHy8nVb5nt27c7LIrEewcc/ZBFVX8ZtBUBCCCAAAIIIIBAOgnwiSidziZrQQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBDJTgMT7zDzvrBoBBBBAAAEEEEAg3QQsifcZm3v/6aefKh/wda70+Xx9+/bdvXu38rJIy8R7TdPY9155uoNWyon3mqYZ+95HuLGtcvNt56vX4/H07Nlz4sSJW7duDTp5PcBuo3s9637fvn0u+3EIi3rivRDizTffdBgx6CFy74MSRSVAv1yNxPt/9xmt3Ps33njD+V5QHh04cOCsWbP2799vtzq5VdOmTe2CLfUlJSUOd9PTTz9tidc0rXHjxvKIRs3w4cMtTSoqKoyjlkKss+41TVOObpkhLyMUsCTeRzH3ft26dZZrxs1Lr9c7ZcqUHTt2KNdF4r2SxVypRDYHUEYAAQQQQAABBNJegE9EaX+KWSACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQ9gIk3qf9KWaBCCCAAAIIIIAAAhkhICfe67n3xtOumbPvvZHkaazdZUFPv58+fbrliknXxPtAIFBYWKjEsQjw0iygTLxfvHixkXsfyab3f/3rX71er/KkBK30eDxu0u/9fr9dV3l5eVHJutc0LRaJ9z179jSfiDDKdgsXQrDvfRieyiY6sjnxXtM0Q97j8ShbuakMBAJGP6EWsrOzBw4cqEy/l7vq3bu3m/nU1NTIbY2aBg0aKDtZu3btcccdZ4TJhQMHDpgbVlVVyTFx2OvemIM8unGIQlQE5MR7PffekI9k3/sJEyYY/YRU8Hq955577pQpUyxrJPHeAiK/VDrLYdQggAACCCCAAAJpLMAnojQ+uSwNAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyBABEu8z5ESzTAQQQAABBBBAAIFoCixdulT5FGnCK3Nzcy3rnDp1qsfj0SdG7n1IJ8jr9U6aNGnnzp3pmnivXypKkxtuuMFyISX2pXKSCa+sU6eOhSVa6fcvv/yykcYf9jI7d+5cXFy8YcMGY5J+v99hd+5opdzrw8Ui8V6IKPwLRprtez99+vSwr5CYNmzXrp1x4ekF4ytRPB7PrFmzLEddvgwEAiNGjIh85gUFBZMmTdqzZ4/5SwGMbh988EHn+ezYsaN79+5GvKXQrVu37777zrmH8vLya665xtLQeJmfn79q1Sqjh6qqqssuu8w4qmfdG0djXTCPq5djPWJM+1+zZo28omSokb+p4aWXXjI+v0WSe//kk09GvkD9E9H27dtJvA96fSq1g7YiAAEEEEAAAQQQSCcBPhGl09lkLQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEBmCkThsfXMhGPVCCCAAAIIIIAAApkskEKJ9/q+90buFrn3ysd/HSq9Xm+PHj3kAL/fnx63gN2m9/Pnz0+eBcr+yVAjJ95rmrZ48WJjbpEAvvzyy0Y/ERaM9HuHrPu8vLxIZiu3TdrEe03T0in3PoUS7/99kSRV7r0QwufzFRQUyPfXjBkz5EvaXHPsscfKrYyan376yRxsVw4EAkYTuVC/fn1zQ3PufZs2bcxfqGEOi0VZnlssRolbnymUeK9pWlLl3gshvF5vz5495UvinXfeidsZTP6BEIrjYAAAIABJREFUZJ+ofGtM8i+cGSKAAAIIIIAAAoYAn4gMCgoIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAikqQOJ9ip44po0AAggggAACCCCQSAEj8f6CpPnRU+vlHe91Jva9Vz71G0ll2iTel5aWNmnSRKbIz88vKytL5G1mGlufXvfu3ZPhhsvKytLno0y81zTN2Kx+2LBhpkWEXDT6kc9OGDVt27a1a5WXlxfd7e41TQuaeD9s2LA5P//MnDnztttu69q1q930zPUhI9o0MPdpKV9++eU2jZKxWk+893g8yXBr6HPQPeUd73U+c+592KDR2vfecuqNl6+++qrD3MxfrmE0MQqjRo1yaGs5NHPmTOP9xOjBKIwfP94cr+fexznrXtM0Yz5GwTyrlCsbiffnnntuktw1Xq9XCCHveK/bJlvuvXEZmAsk3ptvBLOMUTYHUEYAAQQQQAABBNJewPgUZC6k/apZIAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAOgmQeJ9OZ5O1IIAAAggggAACCMRJwEi8j9N4LobR97K2S7zX9703Hnh10V+ahBhJnsbao1VIm8R7TdNKSkqixRKjbV316X3wwQfJcF3m5ubq87FLvF+8eLGRMx9J7v1f//pXPSEzimdH7ioWWfduEu+nTZtmOZtz5szR38fkSRo1Bw4csLQK76XDpvfGWCEVVq1aFd5MImylJ977fL4I+4lic93NLvHenMg9a9assMd13i4+pHMXrWCfz/f000+HuqIlS5Y0btzYbg7Dhw+vrq42+qyqqtq4caPxMpLCjh07zjjjDLtxk6Q+JycnkjUq2xqJ91H/thHlcG4q69at65B4r+97b5wRNx3axUyYMMHoJ7oFEu/N5kpbcwBlBBBAAAEEEEAg7QX4RJT2p5gFIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAmkvQOJ92p9iFogAAggggAACCCAQgsCWLVueNf1cb/MzYMAA/SnSELqOcWjQxHs9997j8egz7969u83irp8+fbrJIOWLF198sfKR358rs4XYL8TzQgwSIts+zPZIQUHBpEmTdu7cGePTG/PuS0tLbRcZ4oEwrhi7S9Go16eQKon3+tkyb4t9wgknGGuxFCZNmuQsNnz4cJsz4BHiz0KUC1EkREObmCDVPp9vw4YNsbi8gu54Lyfea5o2duxY5xlv2rQpirONYvr9xIkTnc9jJEenT59uuWyMlz179hRCpFbi/b/PoPGVKB6Pp6CgwFiOpVBSUuLgVlJScv7559tfMP8UYu/Pb+9Z9jFRO9K6detIrswePXo4TGXbtm2RdC63Nb87OYyb8EN169Z1uACcD1muJePlJZdcoq8rhRLv9dx74/PbKaecYizHUpg6daozy1VXXWV/Wn1CHBZi4c+/U+yjbI54vV79E9H27dvlSy6japRCGSXAYhFAAAEEEEAAAT4RcQ0ggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCKS6AIn3qX4GmT8CCCCAAAIIIIBANAXmzZunfDzUrjKaY0fWl5vEe03TJk+ebLcWo/7YY481yhlQeE0I7ef/2x92+r3X602D9PtEnesGDRq4HDq1Eu81TXOzX/0JJ5zgcvmqMD33Xvs5/T7MbEkhROfOnYuLiyN7B7K2Di/x/s4771Qt8z91ZWVl1pEie/2frn8uuTlllib6y06dOinro1J5zDHHOPeTcon3mqaNGTPGeVFCiKZNmwaNsQ+oL8Q/f35v19PvBwkRqwz8bt26ff/995FcieXl5ddcc43dWvLz81etWhVJ/+a2JSUl+gcGu+GSp17fCj5G80mtxHtN05577jkj997OpF27dnaH3NW/+MsnIv0XSj13rf4rSv9ElMnp9//F8csL8z1IGQEEEEAAAQQQSHuBXz4E/df/pv2qWSACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQDoJkHifTmeTtSCAAAIIIIAAAghEJNCvX7+g+Y3/9dCoSKKP0y4T77du3ZqTk+Ocu5Vhife/+yXNTPt5b+Q+llPs8uV55533zDPPVFVVRXQJJrSx81Xh0iGMsDROvG/WrFlQkMgS74UQA365gI8I8Y+gw9kFnHHGGQcPHoziBRhe4v21115rN0O9vqamJoqTlL8coV69cBJNhRAk3hvnRT9T7dq1M2qUhc8++0wI4fxNB5El3gsh/vDL3fGDEDOEON356grv6ODBgw8dOqRcY0iVtbW1d911l90cGjRo8Prrr4fUoRxcU1MzevRouyGSsJ7Ee/NJ3LVrV/369Z1/U0eceF/0yy3zkxAvCdE3vKuid+/eTz/9dEVFhXn+mVNWomXO8lkpAggggAACCCCgadqan38mTpzYoUOHq666Sn+JDAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAikkkESZQimkxlQRQAABBBBAAAEE0lKgTZs2erZM0NUtXbrUZWTQrqIV4Cbxvn79+vq0TzvttGiNm/z95ObmKpOgfq68/Odd7uvaB9ge8Xq9BQUFO3bsSH4BNzMsLi62XWqIB9wMF2qMPoUU2vH+4MGDLVu21KfdvHnzAwcOhLpkPX7r1q1t27a1OQPnCDFHiCKbo26rw5tY0FZhJN6PHTs26KSDjus+wO/3R3Hf708++cT90FGMnD59uhAitXa8X7NmjZFQ3a9fv7A13n77bcfL7Pmf395jtct97NgbN27scCNUV1eHJ7Zjxw6HbpPzUN26dcNbrEOrNWvW6ItNrR3vmzRpok+7Y8eOYV8Dmqbl5eXZn+tBP/9C+f8fFO3DFEc8Hs+kSZNKS0sd5DPnkAIomb6oK3NOBCtFAAEEEEAAgYQLTJs2TQhRWFiY8JkwAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBEIVIPE+VDHiEUAAAQQQQAABBNJWIL0T77/77jsjFyhtT6G0sBUrVhirVhXCz8lcuHChNFqqVnzxxRfZ2dkqn3DqYqGgzyNVEu+jlXW/cePGY445xv4chH/1mvu86qqrYnHKHDOi/2/8adOmGeO+9dZbF198sXlWdmWjSYSF999/P4pZ90IIEu+NM6KfO4cd76OSda9pmtGP6mrxqiqjWdeoUaNFixYZq46kUF5ebm6+evXqY4891m6ugwYNOnjwoDneTfmLL75wfDOxGy3B9STe6yd39+7dxpmIJOv+888/N/pRFcL/nTJ79mw312GGxKhs+ef3DDn5LBMBBBBAAAEE/kuAxPv/4uAFAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEBKCfDkX0qdLiaLAAIIIIAAAgggEEuBMBLv302aH5/PJ4TIzc1VCn333XcZuN39ihUrnLcOViZHuaz0+/1K6pSrrK6u7t69u7xqn8/36KOP/j30n1gI6NP73//932S44Ro0aKDPp06dOsrFRmWve03T4pYoO2TIEOVCIqkMmnjfrFmzdu3atWrVyvCUL0K5JpIpmds6ZN03bNgw9Kv+72VlZeb+41bWd7z3er3JcGvoc9DPml3ivbHfuIhsC+i33npLvjyiVTNmzJg5wX7WrVsXlbNcUVExaNCgV1991dzbzp07e/ToYbecU089NaStxd96662GDRva9TZixAjntcoNw7hBwmsyd+5cM0tUysYV+NprryXJXZOV9X8Z7w0aNFAucPfu3ebt7pUxbio///xzx+3u5fMcQs0777zjZg4ZEqOEy5C1s0wEEEAAAQQQQMAsQOK9WYMyAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEBqCZB4n1rni9kigAACCCCAAAIIxFAgjMR7ZXZNAiuVifeZmXW/atWq3NzcqJwLr1exeXLaJN4XFxcrlcaNGxfDmy3ErpUzTHilMvH+4MGDxsQOHDgQ4kL/E75161ajnwgLnTt3Li4u/vbbbx36iXrufdDEe4fJ2B3q2bPnf4AiKPn9frsh8vLy9u3bF0Hf8W6qJ97bLSeB9crE+zVr1hjb1Pfr1y9srLfffjtaF5j+nTUWqFmzZoU9t5Aa6ln3QoisrCxL7n15ebllVuaX+fn57gdy+JoJn88XtB/zuHo5aJNkDjAS7+V1JbZGmXhvyboPe7v7KGbdKz8RkXhvvuaVF5I5gDICCCCAAAIIIJAhAiTeZ8iJZpkIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAWgqQeJ+Wp5VFIYAAAggggAACCIQj4D7xXu/91FNPVWbXJLCyadOmlpUbG91HuL2wpdskfxlhyr3X6y0oKJg0aZK+zO+//14+p+mReF9dXS0vTQjx8ccfJ9UpHjJkiHKeia3MysoyKx08eDAqe91v3bq1bdu2ES5Nz7Q3T08vjxw50q7n6ObeRysv2pht9+7da2pq5BWFVOP3+x2SkFMr5d68cEMpeQrt27c3zzB5Uu59Pl9BQcHu3buN6clov/vd74yjsStUVFRYhpbT72fOnKlvh26JFEL4fL7x48c7TO/QoUODBw+WG+o1rVq1+vTTTx2aG4fkHoxDqVuQF5XwmoYNG1o8jY3uhRBhp9xrmhbhRveWT0RlZWWyFYn35nMn+2TUJ3AzBWUEEEAAAQQQyHABEu8z/AJg+QgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEBKC5B4n9Knj8kjgAACCCCAAAIIRFMg1MT7aI4dcV/t2rUTQvTt29fck3nT7NNOO818KI3LK1asUGY9uan0+XznnXfezp07zT5pnHhvt929efmULQLnn3++fi2ZU4ujlXW/cePGY445xs21qow544wzJkyYsHnzZsuczS/jk3sf3cR7r9e7cuVK8yrCKztk3efl5YXXJ60sAvqVWVRUZK43NrqPMAHV3I/yFnCozMrKeu655+SvV5CbDBgwwDz5WJSNve4to1u+zkPTtCVLllhizC+HDx9ul5J9xhlnmCMt5e+++87luiwNIzyDLgfNqLAuXboIIXr16mVe9e7duw35jh07mg+FVP7888+NfkIteL3e3r17l5aWmkck8d6soSwrnZWRVCKAAAIIIIAAAuktkAaJ95WVlZ999tnMmTMnTpz4wAMPTJs2bfbs2R988EF6n7hEre7gwYNfffXVokWLZs2aNWPGjNmzZ/v9/rVr11ZWViZqSpZxjxw5smrVqpdffnny5Mnjx4+fNGnS7Nmzjxw5YgnjJQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIpIcAiffpcR5ZBQIIIIAAAggggEAUBNIs8X7r1q3GdveZk3X/zTffNG7cWJn15Fzp8/mmTp1qSbnXr6p0Tbz/4osvsrOzZZZOnTpF4XZK3y6UiffGXvdCiAMHDoS9+rCz7vWUe5fjyifdqInWvvfRTbx/9NFHXS7NIczv9xvLtBTy8vLkfGyHrjjkIKDbmhPvv/zySwO8X79+Dm2dDzmcQaN/uZCVlVVYWKhMudeHk5u0bdvWeSYRHi0vLx8wYIA8rl5TUVFh6f+4446zCxZCKL8mYPXq1Q5NCgsLLUPYvQwEAnI/dsHUhycgJ97v3r3b2O6+Y8eOdt+tEHS4zZs3h7fdfe/evSdPnmxJudeHI/E+KLt8y/B1FUHRCEAAAQQQQACBtBRI3cT7PXv2DB06tFu3bllZWcpPd926dfuf//mftWvXRv3EVVdXD5d+NmzYEMWBxo0bJ40wfPTo0YFAILxRAoHAqFGj5D7nzZvnpsPVq1ePHz/e4V/DsrKyTj755Mcee2zlypW1tbVu+ox6zOHDh2fOnKn8l66cnJwLLrigpKQkKoPOnDmz33//rFq1Kio90wkCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCIQqQOJ9qGLEI4AAAggggAACCKStQDol3mdgyr1xXS5atEj5XKyl0uv1FhQU7Nixw2hoV0jLxPuHHnrIAqK/HDdunJ0D9bqAJfE+Wnvd652vXbvW7sFuy/nq3LlzcXHxt99+G955cdj3PiopgsrHkS1LcPlyxIgR4a3RaOX3++32uifl/v+xd+dhUlSH3sdPzwLOgGwzAmMcERBwxi2iUQRERZYgGFAwiDAGcRfcYpBHwqIGESXGNXE3glHBLQZBAR8VRBBhgFEhKoIgiCgiO0PP9EzXm5t6Um9Z51RV713V/eWPm1Onzvo53UPL7d+UoZSogn6sevD+k08+MZ5RH0/k3lhbhK+Z3NzcBx988IcffjA6OhSUYzq0j/PWgAEDlDMKIY466ii7QMWhQ4cuueQSu44lJSXGd/GffPJJu1d7bm7uI488EtX633jjDXnSqEagsauAJXifkMi9MenixYvlE5Rr9E9EyqS9MZReIHhvAZEvZd6E/K0qT0QNAggggAACCCDgcQF/Be/Xr18/evRo5Wc558prr712//79CTmL6dOnK+dasmRJQsbXB1mxYoVylpj/7eWaa66RB2zTpo1DSH7btm1XXnml8peBykPJNU2bNr355pvt/vM5gVaapm3atElegF1N586dN23aFM8CevbsaRl8wYIF8QxIXwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiFmA4H3MdHREAAEEEEAAAQQQyDSBjAneb9682fiWXqYdUmT7MbavLDg83F45fOYF76uqqpTp7rKyskOHDikRqDQEzMH7xKbu9Sluu+025evWqIzq4fbGsuWCQ/Y+/ufeJyp4H/9vgnBI3QsheNC9/MKIs0Z/oerB+8Sm7jVN6969u/FGUBacH26v3FogEJCHUraMvzIYDMpz6TUOqXt93v88fnDy5Ml23Rs1avSvf/3LoYEQ4s0334x2C+PHj7fMWFhYGO0gtHcWMAfvf/jhBwM85gfdW6YzBlQWHB5ubxlHvyR4r2QxVyqdzQ0oI4AAAggggAACWSLgr+D9qFGjlB/kIqns1KlTJL/W0/ncX3vttZycHOV0iQ3ea5p23HHHyRMdccQRzitU3q2pqWnRooU82vjx45XtNU2rq6szfl2s3DHympycnIULF/7nv5TtJoq//pNPPikuLo58SUKI4uLiTz75JLapDxw40Lx5c8t0BO9jw6QXAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAvELELyP35AREEAAAQQQQAABBDJEIDOC95s3bza+v3jKKadkyNlEuY2mTZtavqcohNAf6Prggw9G+3XYzAven3rqqbJPXl7eihUropTOxubm4H3r1q11yZYtW+7duzchHAcPHmzbtq18QEKI8vLymB9xr1xb8rL3iQren3jiiXHC2j39WwhRVFSkZKEyHgH9pVtRUfHJJ58YL+N4BjT3Xbt2rfKXhuTm5nbr1u3BBx80N46wrHy7Rdg3qmbBYNDucfeuqXtjIofXc25urgEuF0pLS41BIi+cffbZlqFOP/30yLvTMhIBI3j/ww8/mB93H0nfSNoogyLGJ6JIRjC3IXhv1lCWLW8Z/VLZkkoEEEAAAQQQQCCzBbIneC+EOOGEE+I8zcLCQuUnSSFEwoP3d999t3KuGLbwxhtvKIf697//rRxty5YtPXr0UHaJrfK3v/2tcqL4Kzds2HDEEUfEsKpWrVrFMHs4HL766qvl6Qjex4BJFwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQSIkDwPiGMDIIAAggggAACCCCQCQIZELw3vp/XuXPnTDiSWPdQV1d3yimnCCGifbi9csIMC95XVVUZrxNzgWfdK09frjSC94bekUceKTeLs+bCCy8UQiTq4fYOi3HI3gsR+78YJCp4ryM7rN/hlsOz7ouKinjWvQNdPLeM94Ve6NevXzyjyX0PHDhwzDHHCCFieLi9PJqmaY8++qhlzUKIdevWKRvHXGkXuRdCHHXUUVEN++mnnx599NHymu1qBg4ceODAgaim0Bu/++678pivvPJKDEPRxUFAD94b1GVlZfX19Q7to71VX1/ftWtX/dcPPfTQQ99++220I5jbE7w3ayjLxlGaC8qWVCKAAAIIIIAAApktkFXBeyHEzJkzYzvQPXv2WP6jwPxJMhnBe03TLFPol/v37492C8p//HnooYfkcT7++GPlr0lVriTyyp49e8pzxV9z1113Rb4GueXUqVMd1vDTTz89+uij06ZNGzduXEVFRZ8+fVq0aCEPotcQvHeQ5BYCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACSRWI/Wv0SV0WgyOAAAIIIIAAAgggkHqBTArep17PazOuWrXqr3/96/bt2+NfWCYF70OhkN3j7uOHypIRLMH7BD7r3gy4ZcuWr7/+2lyTvLJD9n7IkCGxzav87rXd14hd6++9995ol+GQuhdCkLqP1jPy9ubT7NWrV+QdI2/5/vvvP/PMM5G3d265evVq85r18vTp0517RXU3GAzKU+g1kT/r3jzj9u3b7QaU6+vq6sx9Iy+PHTtWHm3btm2Rj0DLSAQsGZtQKBRJr6jarF27Nv7IvT4jwXtXefldE89vsXGdjgYIIIAAAggggIBnBTIpeF9QUFBaWpqTk6P8sKdXHnnkkQcPHoz2OGpra3v37u0wbCqD9zH87gDlynfs2CE7FBcXKxtbKhs2bNiuXbvmzZs3bNjQckt5maTgfWFhoXI6IURhYWGXLl0uvPDCLl26NGrUSNns8MMP//7772UEveazzz5T9lJWEry3Y6QeAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgWQLELxPtjDjI4AAAggggAACCPhGIGOC91n+uPuEv+AyKXg/adIk5fc4//jHPybcLVMHNAfvY/tetQdlEp69dw3e9+nT5/e//32EX6TOycmJ9jnbeXl5ype6EKKoqMiDR5AxSzKz+2JT9fX1RxxxhHnZQohzzz03UYsPBoN2j7uPLXWvL+ySSy6xrFm+zM3NfeSRR2LeyAknnGAZs7y8PObR6GgnYA7el5WV2TXzSD3Be9eDsLxr9EvXXjRAAAEEEEAAAQQyT8DvwfsmTZoMHjz4wQcfPHDggH461dXVS5Ysuf7665Uf+YQQr776arTneNVVV9mNZtQvWbIk2mFd2xcUFBjjG4W+ffu6drQ0MPqaC5Y2mqbt27fP3EAu33zzzf/617+2bNlSX19vdF+zZs0LL7xw8803y/9xaoyQpOC9Mb650KJFiyeffLK6utpYYXV1dfPmzc1tjPL48eONZpYCwXsLCJcIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIeFOA4L03z4VVIYAAAggggAACCKRBIDOC96TuE/7SyZjgfVVVVX5+vvEdUKNQVlZ26NChhLtl6oDm4H0MTzPzLIvxepALMTz33jV4/7e//U3TtNmzZwcCAXlGueawww5btmxZhHpLly6VR9BrioqKeNx9hIyxNTPk+/XrF9sIqe81fPhwY9l6ITc31+HxdJGv0CF1L4T46quvIh/K0rK+vv7WW2+1LNt8efjhh7/11luWXpFffv755+bR9PKtt94a+Qi0jFDACN6XlZWZQyYRdk9xM4L3ruDyG4cn3rui0QABBBBAAAEEMlLA18H7GTNmOPyDT4cOHZSf+i677LKojvLee+9VjmOpTEbwfujQoZZZhBB5eXnbt2+PfAvbtm2TB1F++h0xYoSypRCiU6dOs2fPdp106tSpxx57rDxIMoL3Bw4ckCcSQqxfv15e5xdffNGyZUu5fVFRkTmib+5I8N6sQRkBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABzwoQvPfs0bAwBBBAAAEEEEAAgVQL+D14f8opp6SaLDvmy5jgvfw1UCEEz7qP9lWsB+9btmy5d+/eaPt6vL3Dc++V35x22E6EwXtN08LhsPKVqazctWuXw6Sapi1dutThWfdE7p31EnJXCNGrV6+EDJWyQXbt2tWgQQPLS65bt25xLqB///6WMY3LeJ51b1nVO++8YwxrFE4++WRLs6guw+GwnCRp3rx5TU1NVOPQOBKB448/vmPHjqFQKJLGaW9D8N71CIy3obng2osGCCCAAAIIIIBA5gn4K3g/bty4du3aPfXUUxH+Mqzf//735s97Rjny32u5fPlyo5dzIRnB+1AopIyL/+pXv4r8pXjKKafIK7/yyivNI4RCobKyMrmZECInJ8fcMsLy3XffXVBQYAyYjOD9kCFDjPGNwjnnnOOwwu7duxstjcKwYcOUXQjeK1moRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMBrAgTvvXYirAcBBBBAAAEEEEAgbQJ+D96nDS7TJ86M4H1VVZXx1U9zIfLvBGf6OUe6v3PPPTcjU/f6/h2y91E99z7y4L2maWeccYb5NelQ7tGjRzAYtDsq59R9UVGRXUfqEyjgu9S9vndlSH7t2rUxywSDQbtXcgJT9/ry2rRpY57r17/+9b59+2JeuaZp77//vnlAvTxq1Kh4xqSvncDxxx/vl9S9pmkE7+3O0aiX3zvR/uYaYygKCCCAAAIIIICArwX8FbyPlnrhwoXKD36bN2+OZKivv/66VatWyhHkymQE7zVNu+mmm+S5hBBffvllJFtYt26dsvvixYvN3WfMmKFsJoR4/PHHzS0jL69du/akk07Sh0148L6+vr5Fixbymp955hmHFT7xxBNyl+LiYmUXgvdKFioRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8JoAwXuvnQjrQQABBBBAAAEEEEibgK+D948++mja4DJ94gwI3odCoVNPPVURSdjCAAAgAElEQVT+DmheXl6mn17i9/fUU08dPHgw8eN6ZsSEZO+jCt5/9913paWl8utTWTNy5Eg7Kodn3RcVFfG4ezs36jVNU4YBbr755thwgsGgMskvhEh46l7TtO3bt//qV7/S3y833nhjXV1dbMs2eo0YMUJ+982fP99oQCGBAn/9618TOFqyhyJ47yosv3cI3rui0QABBBBAAAEEMlIgs4P3//73v5Uf/FatWuV6mrt37y4vL5e7N2jQoKSkRK5PUvC+srJSnksIMWnSJNctaJo2fvx4ufsxxxwTDofN3U877TS5mRDiyiuvNDeLthwMBm+55RYhRMKD92vWrJEXnJ+fv2vXLodF7ty5U+5l9x8CX375ZTvVn8LCQnmQBQsWOMzLLQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSJ4Awfvk2TIyAggggAACCCCAgM8EfB2895m1r5br9+B9VVVVfn6+/N3NsrIyHnfvq1di6hbrkL23+96wZXFRBe/1vq+//npOTo78QpVrAoHA888/b57R4Vn3RO7NUJQdBORXWoSvdsuYdpF7IURpaamlcQIv6+vrEzVaoigStR7G8Y4AwXvXs+Dt40pEAwQQQAABBBDIEoHMDt7bPfF+x44druer/MQ4efJkTdPOOecc+W6Sgveapk2dOlWeTgixfPly5118+OGHyo5ffPGFpaOy2WOPPWZp5p3L22+/XV7zsGHDXFco94r2nxTOP/98eRCC967yNEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgSQIE75MEy7AIIIAAAggggAAC/hMgeO+/M0vJin0dvHd41v2KFStS4sckvhRwyN4PGTLEdUsxBO81TbvnnnvkLxkraxo0aGCswSF1L4TgQfcGFAVnAeUrbd++fc69LHeDwaByHD11v2HDBkt7D15+//338hYCgYAHl8qSUi9A8N7VXH77RJu3cZ2CBggggAACCCCAgC8EMjt4r/zni4KCgrq6OufTUXb8z3Pm9QfFpzh4/8033yh/AeINN9zgvIvrrrtO/tx7+umny73kZkIIL/8a0CFDhshrnjJlirw1S43cK9r/ECB4byHlEgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIH0ChC8T68/syOAAAIIIIAAAgh4SIDgvYcOw0tL8XXwftKkScqvfk6YMMFLxqzFiwLxZO9jC95rmqZ8uSorv/zyS10tLy9P2UAIUVRU5EVZ1uRJgTPOOEN+IU2fPj3yxQaDQbvH3ZeWlvoida9p2m233SY79O/fP3IHWmawAMF718OV3z7R5m1cp6ABAggggAACCCDgC4HMDt6fe+658ge/rl27Oh/N7NmzA4GA3LFHjx56xxQH7zVNU26kZcuWzhspKiqSd/HII49Yev34449yM49/PD755JPlNc+cOdOyNflS7hXtTgney6rUIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJBGAYL3acRnagQQQAABBBBAAAFvCRC899Z5eGY1vg7e5+fny1/9LCsr8/LTpTxz8izEKQbv/Nz7mIP3Z511lvyKVdZ07Nhx586dS5cuVd7VU/c87p4XceQCc+bMkV9LJSUlEf60dEjdCyH8krr/6aefDj/8cNlh2bJlkUvSMoMFCN67Hq789ok2b+M6BQ0QQAABBBBAAAFfCGRw8H7Dhg3K/Pwtt9zicDTLli0rKCiQPy7q/7ihd0x98P7ZZ5+Vl+T6CVbZZceOHZbtv/XWW8qWlmbeuQyHw4WFhfKa586d67pIuZcQor6+3rWj0YDgvUFBAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEvCBC898IpsAYEEEAAAQQQQAABTwgQvPfEMXhvEf4N3ts97t57xqzIuwKxPfc+5uC9pmmff/55s2bNlF9ZjrySyL13X1IeXtmsWbPk11hBQcHGjRudVx0MBuWOeo2PnnX/6aef5uXlyRt57733nLfP3ewRIHjvetbyO8g1tuQ6ZoQNqqur33777fHjx/fv319eRnFx8ZQpU1x/mlnmqq+v//jjj++9994OHTrk5ORYhi0rK7v00ktffvnlAwcOWDrGc/n6668/If1Zv359DGNu3LhRGumJjz76yHmovXv3vvbaa7fddtsxxxxj+Q1WOTk555133s033/zMM8+sW7fOeZzE3q2rqxs1alTbtm0tMb/zzjvvvvvu++677+KZ7ttvvx338z+7du2KZ0D6IoAAAgggoGlaBgfv5c9FQoh27dqFw2G7o1d+kG7YsOGSJUvMXVIfvNc09a9cdPiAt2/fPsvHQv3SvBG9fN1118kt27VrJ7f0SM327dvlBQshvvjiC9cVKjt+++23rh2NBgTvDQoKCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCHhBgOC9F06BNSCAAAIIIIAAAgh4QoDgvSeOwXuL8GnwvqqqyhIW0r8DWlZW5j1jVuRpgRiy9/EE7zVNW7BggfIryxFWFhUVeRqUxXlVoK6urlOnTvLL7Ne//rXDkh2ede+j1P1/3ndnnnmmvPcuXbo47J1b2SagzAstXLgw2xwc9iu/iVIQvK+pqXn++eeVD1C1rCcnJ+f88893WL9xKxwOL1y48IgjjrCMoLwsLCzcuXOn0TfOwrhx4+RZRo0aFcOwyqzXvHnz7Iaqra19+eWXGzRoIC9AWTN69Oi33347GAzaDZiQ+nA4PGPGjDZt2ijXoFfm5+dffvnlMU/39ttvWwbftGlTzKPREQEEEEAAAV0gU4P3P/74o+XvTf3y/vvvtzv62tranj17yr1eeOEFSxfvBO//8Y9/WNZmXD733HPyXpo1a2Y0MArKJHm3bt2MBl4rbNy4Ud6aEOKbb75xXaqy45dffuna0Wig5FqwYIHRgAICCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCKRSgOB9KrWZCwEEEEAAAQQQQMDTAgTvPX086VucH4P3oVDo1FNPlb/0mZeXt2LFivRZMrNfBaLN3scZvLd75Jr8kpZrioqKeNy9X19nHlj33//+d/lF5ZCbzZjUvd2bziGh6oHjYgmpFiB47yoe1Q8Q19EiaTB58uTWrVsr57WrvOmmm6qrq+0Gr66u/tvf/lZWVmbXXVnftGlTh3SW3VzK+rVr18pTNG3a9NChQ8r2dpW1tbXFxcWWoVq1ahUKhZRdHn/88V/84heW9pFctmzZctu2bcoxE1LZu3fvSJYhhPjnP/8Z24xPPfWUZQqC97FJ0gsBBBBAwCyQkcH72trac8891/L3pn7p8Fnl8ssvV3Yxc+nltATvW7VqJS+vX79+8vL0GuWHk6uuukpur/zlbhdccIHc0iM1n376qUwhhPjuu+9cV6jsuHr1ateORgOC9wYFBQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQS8IEDw3gunwBoQQAABBBBAAAEEPCFA8N4Tx+C9RfgxeG/3rHuH7wF7D54VeUvAIXsvx5LjD97X1dUNGDBA+cVlu0oi9956xfh2NStWrJBfYyNHjpQ31L9/f7mlXlNaWiq392xNOBweOHCgvJcGDRp4ds0sLC0CBO9d2eX3kfxXpOsgUTVQzhhJZZcuXfbv3y/PtXjx4ki627WRB4yh5i9/+Ys8/qBBg6IaaujQofIglZWV8iD333+/8pOz3N21ZsmSJfL4Mdfs27evU6dOrpOaGwQCgZdffjmqGV988cXc3FzzIEIIgvdRGdIYAQQQQEApkHnB+/Hjx1v+xjQuhwwZokR46aWXAoGA0cwonHPOOTU1NXKXqIL3Tz75pDFghIWuXbvKk65atUrZ/eGHH5YbKz+ntW3bNhwOy42PO+44eeQxY8bILY2aiRMnyl0caiw7cmhpd8uYWtO09957T9lsz5495mbKsrLj/PnzlY2VlQTvlSxUIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJAuAYL36ZJnXgQQQAABBBBAAAHPCRC899yReGNBvgveh0Ih5dc9eda9N15QPl6FQ/be8i3z+IP3mqbt2bOnvLxc+WJWVvKgex+/tjy2dOUL7LnnnrMsU9lMCFFaWrphwwZLYy9f3nfffcq9jB8/3svLZm2pFyB472qufCu59oqngXLGCCuvuOIKeeo4g/fLly+Xx4y2Zvv27fIWGjZsGPk4+/btKywstAxSXl5uGaG+vn7MmDGWZvFcLlq0yDJFPJeXXnppDItp2rRpJJPu2rXryy+/tPslRwTvIzGkDQIIIICAs0DmBe/t/l4++uijd+7cqdRQ/ttIp06d7P75Ii3Be03Tjj/+eHl3Z5xxhrypU089VW45ceJEuaWmaSeddJLc+JprrlE21ivTG7z/4IMP5AULIXbt2uWwZv2WsuN7773n2tFoQPDeoKCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgBcECN574RRYAwIIIIAAAggggIAnBAjee+IYvLcI3wXvJ02apPy6p/doWZH/BCLM3o8ePfpqxz8RJtM2btxoHiYnJ0f52hZCHHbYYf7TZMVeFSguLpZfaY0aNVq3bp15yYcffrjczHep+48//rhBgwbyRo4++ugDBw6Y90sZAYL3rq8B+a3k2SfeCyFycnLkHcUZvD/rrLPkMWOoiVNyxowZ8gj33HOPZSXXXHON3Cyemgg/3liWobx85513Yl6JckC98sILL2zcuLHryATvHQy5hQACCCAQoUCGBe/tfltZQUHBqlWrlCYbNmxQ/p3r8Gva0hW8nzZtmrzUQCDw1Vdfmbf2+eefy82EEF9++aW5mVE+44wz5PYjRowwGsiF9AbvV61aJS9YCPHDDz/IS7XUKDt+/PHHlmYOlwTvHXC4hQACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEDqBQjep96cGRFAAAEEEEAAAQQ8KkDw3qMHk+5l+Sh4HwqFOnfuLH/XMy8vj8fdp/t1lDnzO2TvkxcvXLp0aV5envzaFkIUFRXZPSwuc9DZSWoF6uvre/TooXy9XXLJJea1LFmyxBy/Ly0tNd/1frlv377KbV544YXeXzwrTL0AwXtXc+UbyrVXPA0sM5aVlU2bNi0UCpnH3L179z333GNpqV/u27fP3FLTNDl4/4tf/GLRokWHDh2ytOzXr59yzKlTp1paxnBp/tFqzPLNN99EMtR3332Xm5tr9NILPXv2tPR97733LG2My5KSkjvuuMPSXr98/fXXr7322v80MBqbCwkM3puH1cuBQEA+3Pbt28stBw8erFy8pmmnn3663F6uIXhvB0g9AggggEDkAhkTvH/iiScCgYD816UQIhAIOIAoM+TNmjU71f6P8iNQp06dzD2MGZ988knlqhwqu3btanS3FM477zy5Y8eOHc3N2rVrJ7d59NFHzW3M5REjRsjtjz32WHMbS1mJJg9i1Fh2ZNRHXjAvQPkvwEKIzZs3m5spy8oZo/pMRfBeCUslAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAukSIHifLnnmRQABBBBAAAEEEPCcAMF7zx2JNxak/Nrl0qVLvbG6n63C7ln3EyZM+Fk7LhCIT8Ahez9kyJD4xlb0dkjdCyFI3SvIqIpbYOvWrcrn3su/XcLI3vvuWffhcFiZDSgtLd25c2fchAyQgQIE710PVfmecu0VTwNjxoEDBy5btsxhqMMOO8xobBReffVVSxdz8P7MM8+cM2dOXV2dpY1+GQ6Hhw0bZgxlFK644gpl+6gqR44caQxoFKZNmxbJIA888IDRxSj8/e9/N/c9cOBAaWmpcddcmDJlSjAYNDeWy6FQ6M033zT30stJDd4rP89//fXXjRo1sqwkLy9v9+7d8rIJ3itNqEQAAQQQSJJAxgTv7VL3QgiHzLmmadFmyC1/odtdGueV2OD93//+d+WMxnSapskNGjRo8OOPP5rbmMvjx4+Xu+Tk5JjbWMrRoiU2eP/TTz/JCxZCrFu3zrJO+VLZcceOHXJLuxqC93Yy1COAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCQFgGC92lhZ1IEEEAAAQQQQAABLwoQvPfiqXhgTT4K3ufn58tf9CwrK5MfUuoBV5bgb4FUZu/tnnWvP+7e346s3sMCb731lvwTVQhxzz33WFa9ZMkS36XuNU279dZblRv88MMPLRvkEgFdgOC96ytB+Z5y7RVPA33GE044wXWQsWPHysv705/+ZOloBO9LS0vD4bDlruXym2++kcfs27evpVkMl++++6488oknnhjJUKeddprcd+/evea+dr+sqlWrVuZmzuUXXnjh6KOPNs+VqOD9oUOHzMPqZbvP89OmTZMbz5o1S7l4nnivZKESAQQQQCAZAhkQvA+Hw7fddpv896xec++99zq7RZsht5vIUm9Mmtjg/b59+ywT6ZfGdMrg/cCBA80NLOWnnnrKdUxLl2jREhu8r6mpycnJkdccyX8jy72EEHaf3yy71i8J3itZqEQAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgXQIE79Mlz7wIIIAAAggggAACnhMgeO+5I/HGgvwSvA+FQvK3PPPy8lasWOENSFaRaQLy682oSeBz75cuXWoMaykUFRXxuPtMe1V5bD+Wl5x+GQgEnn76actKN2zYYKnx+OW9996r3J0Q/FOhx48uncsjeO+qr3xbufaKp0FlZeWqVatCoZDrIMuXL5eXN2bMGEvH/fv3V/73z8GDBy23lJdNmza1DHvWWWcpW0ZVWV9fr3wi/SeffOI6jmU9+qW5108//VRYWCg3a9Gixdq1a80tXcvV1dVjxowxhkpU8F75ewfsFrNr164GDRoYa9ALl112mbI9wXslC5UIIIAAAskQ8HvwPhQK/e53v7P8DWtc3nnnna5o0WbIjcGdC8a8s2bNahflH+d/q1HOa3zOrK2tlRu8+uqrxnrkwpo1a+Quzv/J+cEHH0yz+TN8+HB5NEvwPkqP/2tuWbbl1yrpM86ZM8fSTL6U1+a8U3kEgveyCTUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIpFGAb9OmEZ+pEUAAAQQQQAABBLwlQPDeW+fhmdX4InhfVVWlfNx9VM9W8gw5C/GNgMNz76P9hrG856VLlzo8657IvSxGTcIFtmzZ0qpVK+UX6HNychI+XcoGDAQCyk21bdt2586dKVsGE/lOgOC965Ep31muvVLTYNu2bfLyrrjiinhmX7FihTzmXXfdFc+YRt+1a9fKg5eWltbX1xtt5EI4HJZ7tW7d2tyyQ4cOcpsrr7zS3Caq8t69ezf+90+iPngPHDjQssKSkhKHJSkfer9x40aHLsatBQsWWOYSQmzatMloQAEBBBBAAIHYBHwdvO/atav896Nek5eXFyFIsoP3ES4j8matW7eWd11RUaGPMGzYMPmu6+ByFyHEK6+84tpRbvDyyy/Lo1mC93KvaGuuvfZaeZaxY8e6jiP3ivafxQjeuyLTAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIFUChC8T6U2cyGAAAIIIIAAAgh4WoDgvaePJ32L837wPhQKde7cWf6KZ+TfBk6fLjP7XsAhe+/8LDXnnTun7ouKipy7cxeBRAl88sknzZo1k3/ACiHGjRuXqFlSNk44HL711luV2ykuLv7iiy9SthIm8qMAwXvXU1O+uVx7pabBxx9/LC/vD3/4Q8yzh8NhZTqosrIy5jEtHZWfb52fKr9s2TJ5m7fccot5ZLmBEGLbtm3mNuktl5eXWxbZq1cvhyXNmzfP0l4IMX/+fIcuxi2C9wYFBQQQQACBxAr4N3i/adMm+S9WvaagoODNN9+MEMp3wfvf//738sYbN2588ODB/fv3FxYWynddKeQuQojy8vJQKOTa19IgNcH7+++/X15zv379LIuRL+VeBO9lJWoQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQ8JEAwXsfHRZLRQABBBBAAAEEEEiuAMH75Pr6dnTvB+8nTZqk/H7nhAkTfKvOwv0k4JC9v+iii2LbicOz7ouKinjcfWyq9IpN4P3331f+jBVCjBw5MobAQGzLiL9XTU3NJZdcYreXBGZl418qI3hTgOC967ko31+uvVLT4OGHH5aX99hjj8U8+9ChQ+UBE/vQ0QceeECe4qqrrnJY8+jRo+Uuq1evNneRG0QbizKPlvByXV1dw4YNLYu84YYbHCZS5gMffvhhhy7GLYL3BgUFBBBAAIHECvg0eP/xxx8rH/wuhGjWrNkHH3wQuZLvgvdr1qyxfALRL1988cWZM2fKt9q1a+eqkZ+fL3cUQkyZMsW1r6VBaoL3yt9n1KpVq/r6est6zJehUEi5TXMb17Lyd1otWLDAtSMNEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgGQIE75OhypgIIIAAAggggAACvhQgeO/LY7NZ9FtvvTVmzJjFixfb3I+i2uPBe+WzQPPy8lasWBHFJmmKQHwCDtn7aMNsDs+6J3If3ynRO3aBxx9/XPk1er3yqKOOin3oVPW0S48IIQKBwMyZM1O1EObxsQDBe9fDU/6gcO2VmgaBQEBeXoS/OqRBgwZyX2VNwvcS1Sxz586V20+bNs2yKrlNIBCwtEnj5bvvviuv0PVXJDRu3NjSq3///pHsguB9JEq0QQABBBCIQcCPwfucnBzL36fGZdu2bWNAiLbLOeecY8xoFJYsWRLtODG3v/fee415jUJ+fr78uxEDgcD69etdJ6qsrDTGsRSaNWvm2t3cIDXBe03TTjnlFMtShRDXX3+9eTGW8jXXXCN3OeWUUyzNnC8J3jv7cBcBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBFAsQvE8xONMhgAACCCCAAAIIeFeA4L13zybKlR04cKBNmzb6Vx71+L3zg4mch/d48F7+ZqcQgmfdO58pd5Mh4JC9j/y59w6peyEED7pPxsExpp1AdXX1gQMHjLv33XefMraq/xCeOnVqOBw2GnuqEAqFxo0bp/zLQgiRm5v71FNPeWrBLMazAgTvXY9G+UZz7ZWCBnV1dfGsLcLgvfOz6GPbZlTLHjZsmKV9Tk7O1q1bzVMfOnTI0kYIcdxxx5nbpLf8xhtvyCucPXu286qM//Yx+vbo0cO5i36X4H0kSrRBAAEEEIhBwF/B+9ra2quuusr4a9RS6NKly/fffx8DQrRd0h68//bbbx1++4CZ5cwzz4xwd4MHDzZ3NJeff/75CAfRNC1lwfvJkyebF6mXDz/8cLul7tixQ/4VSP/5HZSTJ0+266KsJ3ivZKESAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgXQJELxPlzzzIoAAAggggAACCHhOgOC9544k1gXddtttlq9IFhcXz5kzJ8Knelqm9XLwvqqqyrJT/fLQoUOWXXCJQAoE4s/ey09RM17hRUVFKdgCUyCgCwSDwf79+3fv3n3//v2GybPPPuvwEu3bt++WLVuMxh4prF+/vlu3bsb7yFI47LDDXnvtNY8slWV4X4DgvesZWd5i+qVrrxQ0uOuuu+S1Rf6Yd9fgfV5e3pQpU5Lx+0eaNGkir3z37t0y2v79+xs1amRpfN5551larl+/3tJGCHHhhRdamqXx8sUXX5RXOHfuXOcllZWVWXp17tzZuYt+l+B9JEq0QQABBBCIQcBHwfs9e/b07t3b8jepcXnxxRdXV1fHIBBDl7QH7zVN69Wrl7F3h8Lf/va3CDe4adOmgoICu6EGDRr01VdfRTLUSy+9JA/StWvXSPpG1Wbt2rXyREII5WfdcDhs95sF1q1bF9W8BO+j4qIxAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAskWIHifbGHGRwABBBBAAAEEEPCNAMF73xyV20Lz8/OVX5EsLi6uqKiYM2eO2wA/u+/Z4H0oFOrcubO807y8vJ9tgAsEUiggvyCNGtfn3i9dutRobCkUFRXxuPsUHmO2T6Wn7vUXoSV7/+abb1penObLwsLCmpoa7/BVV1cfdthh5hVaygsXLvTOalmJ9wUI3ruekeUtpl+69kp2g3nz5uXm5sprizxt7hq8Hz58+L59+5Kxkcsvv1xe+dNPPy3P9fzzz8stn3vuOUtL5YeNUaNGWZrpl3V1dbui+VNbW6scJ6rKp556St6I64/rk08+2dKrU6dOkcxL8D4SJdoggAACCMQg4KPg/aBBgyx/jZovZ8+e/XKUf2Lg0rt4IXg/Y8YM8/aV5QYNGuzcuTPybT788MPKcfTK3NzcV155xe7DZF1dXWVlZf/+/ZWfSJMRvNc0TbnaK6+88uDBg5ZdX3bZZcrG3bt3t7R0vSR470pEAwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRSKUDwPpXazIUAAggggAACCCDgaQGC954+nogXpwyrKL8EWVxcPGfOnFAo5Dy2N4P3VVVVyt8vUFZWxuPunQ+Uu8kWcHjuvRDqf4VYunSpw4PEidwn+8gY3ywQDAblvzLMz73/7LPPjjnmGLmNURMIBIYPH24eM/Xl3/zmN8Z6lIWysrKvv/469QtjRl8LELx3PT7l2821V/IarF+/vqSkRLmq6dOnRz6vMuYkD5uTk6McU27pULNgwQLzIPX19UcffbSlfU5OztatW83NNE1TfpCwtNE0bd68eZbR/vPhZPLkyXJLTdNWrVolN3aoMS/eoZl8a+TIkcYC7rnnHrnB0qVLjQbKQteuXS29ioqKlC0tlQTvLSBcIh72zOkAACAASURBVIAAAggkSsBHwftzzz3X8tdonJcxG3oheK9p2ogRI5wFXnvttWj3eOaZZzqPGdvdJAXvu3TpEtt69F7dunULh8N2RJ999lk8gwshbr31VrvBqUcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgUQJqL/ynqjRGQcBBBBAAAEEEEAAAR8JELz30WHZLXXnzp3FxcVRfX+xuLi4oqJizpw5dmN6M3hv96z7FStW2G2EegRSJuCQvZefe++cuo8wNpayrTFRZguYn3Vv/qvE8tz7vXv3XnzxxeYGcnnAgAGVlZWp51qzZo3r2ioqKsy/SiD1i2RGnwoQvHc9OPlHgd1vnHEdKiENSktLlUvq3bt3fX195FNEGLwXQsydO1ceVrkGu0pzdl0f6vbbb5cb33fffZaJ5DZK/HfeeUduefPNN1tG0y/TErz/y1/+Iq/wgw8+UK7QqDz99NMtvY488kjjrkOB4L0DDrcQQAABBOIRIHgfg55Hgvfz58+3fK6wXAaDwWh3t3v37l/96leWceK/TFLwfuXKlcrfdhrhglevXu3gQ/DeAYdbCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCHhHgOC9d86ClSCAAAIIIIAAAgikWYDgfZoPIBHTb9myxflBxA5fkRwzZszixYvlGJI3g/fKjUyYMCERioyBQAIEIs/eKx9Rq7/Ci4qKeNx9Ag6DISITqK6u7t27t/Kna2lp6ebNm83DhMNh1yRqIBAYOHBgyn4fyqJFi/r06aNcv7mysLDQvBHKCEQuQPDe1cr8XjPKrr2S1GDLli3GGsyFY489Ntq/W4cNG3bx//707NmzY8eOdj8AW7duvXfvXsuOzLO7luXg/bp16+ReJ598sussJSUlljaapn344YfyaJdddpncMl1PvH/88cflFb733nvKFRqVv/zlLy29OnToYNx1KBC8d8DhFgIIIIBAPAIE72PQ80jwvq6uzvK5wnIZw9Y0Tauurv7tb39rGSrOyyQF7zVNu++++2Jem7MPwXtnH+4igAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg4BEBgvceOQiWgQACCCCAAAIIIJB+AYL36T+DBK2gXbt2MX85Uu9YXFxcUVERCoU0TfNa8D4UCtk97j5BfgyDQGIEHLL3+kNoHZ51T+Q+MWfAKBEL9O/f3+4vjtLSUrthdu/efdlllwUCAbu+Rn1BQcHgwYMPHDhgN1Rs9Xv27BkwYIBdAtaYXQiRk5MzevTogwcPxjYRvRDQNI3gvevLwPymM8quvRLeYMuWLccdd5yxAHOhRYsWCZzuscceMw+ul0tKSiy/x0pu41AjB+81TXvwwQflLrfffruxl8mTJ8sN1qxZYzQwCnv27JFblpWVGQ3MhbQ88f7111+XV/jmm2+aFyaX5f/86datm9xMriF4L5tQgwACCCCQEAGC9zEweiR4r2ma/GnEqGnfvn0MWzN3GT58eE5OjjFgDIVOnTo99NBD5jGTUQ6Hw3/84x8jX15OTs5dd93luhKC965ENEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDACwIE771wCqwBAQQQQAABBBBAwBMCBO89cQyJWMQ333wjh08i/6Kk0VKP3z/77LNGjVFYunRpIlYayxiTJk0ylmEu8Lj7WDTpk2SBq6++2vwqNZe7d++em5trrjGXo30Yb5L3wfAZLhAMBs0vP3O5tLR0w4YNzvtfvHixuYtDuWHDhr169frzn/9cWVnpPKbz3WXLlk2dOrVHjx55eXkO05lvrVy50nlM7iLgKkDw3pXI/KYzyq69Et6gtLTUmN1caNKkyYoVKxI7Xb9+/cxT6OVly5aZZ5EbONQog/c//PCD/OOuTZs24XBYn+jYY4+1jHniiSea12AuW1oKIXJzc80NjHJagvfKJPzMmTONVSkLTZs2teyrT58+ypaWSuV0mzZtsjTjEgEEEEAAgWgFCN5HK6ZpmneC9yeddJLlo4VxOXny5Bi2Zumybt26K664whgz8sJNN920ZMkS40OgZdhkXLZv3z6S5XXo0OGdd96JZAEE7yNRog0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACaRcgeJ/2I2ABCCCAAAIIIIAAAl4RIHjvlZNIxDoSlb23+25luoL3VVVV+fn58qrKy8sPHTqUCDnGQCDBAs7PvZdfzEKIoqKiBC+C4RCwFwgGg3aPu48kda8PPH369MaNGytfz3aV55133tixY2fMmLFnzx771f3/O7t27XrmmWduueWWs88+225MZX2LFi0ee+yx/z8QJQRiFSB47yqnfA+69kpsg2XLlimX0ahRow8++CCxc2maNmvWLHm6Bx54wDyR3MChRhm81zRN+YNa39Hy5cvlAe+77z7zGsxlubEQ6v8vyeeff36qzZ9OnTrJ45gXL991qBk5cqSxwnXr1sktH3zwQaOBXKitrQ0EApZeo0aNklvKNQTvZRNqEEAAAQQSIkDwPgZG7wTvp0+fbvlooV8GAgHX30wX+cZnzpw5bNiw4uJi5Vzmym7dut12220fffRR5IMnqmUwGPzrX/96wgknmNdjKf/yl7+sqamJcEaC9xFC0QwBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACB9Aqov1KW3jUxOwIIIIAAAggggAACaREgeJ8W9uRNumnTpmOOOcbyVchEXaYleB8KhTp37ixvIS8vj0cZJ++FxMjxC8gvWoeaoqIiHncfvzkjRCjgkLoXQkSVKNi6devFF1/s8Np2uNWiRYtf/vKXffv2vf7668eZ/lx33XV9+vQ56aSTmjVr5tDd4daoUaN27NgRoQbNEHAWIHjv7KNpmvLN6NorgQ3mzZtXWFioXEaSPrt++umn8nTjx483b6oymj979+419zXKyoT/Nddco2ma/Ct+cnNzv/32W6OvpSAv2C54b+lovlyyZIk8jjl4H82mK81PmA8Gg7m5uZbBJ0yYYJ7dUv72228t7YUQ99xzj6WZ8pLgvZKFSgQQQACB+AV8FLyPf7OMEI9AOByePXv2pEmTRo4cqf/3b7t27U466aQLLrhg9OjRjz76aGVlZTzjJ6rvQw89dPnll3fv3r19+/YlJSXt27fv3r37o48++sUXXyRqCsZBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAHvCBC8985ZsBIEEEAAAQQQQACBNAsQvE/zASRn+nbt2slBlP/VnCXEZCE6/O8yuv8tLi6eM2dOKBRKzsIVo/KsewUKVT4RkENxyvcbkXufnGeGLDMYDCpfh0KIyJ91L1ts3LjxxhtvtBs5NfUVFRVfffWVvDZqEIhHgOC9q57yDe7aKyEN7r77bvmZ5/p62rdvv3HjxoTMIg/y+eefy7u+9tpr5Zbx18gTCSHeeustuX7mzJkO0zVp0kTucvnllzt0kW+5Bu/lLpHX9O7d27LC8vJyh+4PPfSQpb0Q4tNPP3XoYtwieG9QUEAAAQQQSKwAwfvEejIaAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEAqBQjep1KbuRBAAAEEEEAAAQQ8LUDw3tPHIy3uuOOOOzKCP61atZIfGmmKpuwXQhNi7X8T+KbqiIvFxcUVFRUpiN+HQiHlonjWvfTSoMKjAq7Z+6KiIo8unWVlooDDs+7jSd0bVGPGjGnatKny53ZSK4uLi8eOHWssgwICCRQgeO+KqXx3u/aKv0FNTY1yaiHEySefvH379vinsBth3rx58tR33HGHXft46uWJhBDDhw+31Ddq1Gj//v0OE1VUVFi6CCECgcDbb7/t0MtyK6nB+1tuucWywtzcXMsCzJfDhg2ztM/Pz6+urja3sSsTvLeToR4BBBBAIE4BgvdxAtIdAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCCNAgTv04jP1AgggAACCCCAAALeEiB4763zcFzNyy+/XFBQYEmYxHQ55L/Be+2//3eFED1jGkSUlJRMmTKltrbWcdVx3Zw0aZJybXENSmcEUitw9dVXK1/GQoiioiIed5/a08jq2RxS90KIDRs2JETn4MGDzz333FlnnWX3sk9sfZ8+fWbNmhUMBhOyeAZBQBYgeC+bWGqUb2pLm4Rf7tq1q2dP9SfY7t277969O+Ezmge87rrr5F0/8cQT5jaJKrdp00aeq3HjxpbKESNGOM+4cuVKSxf9snnz5uvWrXPua9xNavB+/vz58gqNqS2FQ4cONWnSxNK+W7dulmZ2lwTv7WSoRwABBBCIU4DgfZyAdEcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSKMAwfs04jM1AggggAACCCCAgLcECN576zwcV6NnS84///wP3f707dvXEkQxXTb737PuO5oqoyhWVFTMmTMn2Y+7D4VCnTt3lpeVl5fH4+4dXybc9KKA/Nx7IvdePKeMXlP//v3ln6h6TUKedW+Ht2PHjuHDhxsfNuzWEHl927ZtR40atWvXLrsZqUcgsQIE7109le9f117xNDjiiCOUkwohbrzxxhhGNkbLy8v78ssvHUb44YcfysvLjfZGoW3btg694rn173//25jFoVBXV+c6y6pVq3JycpSDTJkyJZLfYJLU4L2mafLaXnzxRXlf1dXVnTp1kht/+umncmNlDcF7JQuVCCCAAALxCxC8j9+QERBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE0iVA8D5d8syLAAIIIIAAAggg4DkBIwvnuZWxIElAj5eMHDlSuvOzirq6OjmIYqrpbSpHVxw8ePCiRYt+NlnSLuyedT9hwoSkzcnACCRRwJK950H3SbRmaEkgGAza/bhPaurevJDNmze/8MIL5513nkNi1m6RJSUlffr0efnll7dt22YekzICKRAgeO+KrHznuvaKucEHH3ygnFEIcfnll1dG/GfHjh3GGswDBgKBs8466+mnnzbuGoUDBw60bt3a3Ngo/+EPfzCaJbxw2mmnGRPZFSKcdPTo0XYjHHXUUdOmTVOOEw6HP/vss0ceeaRbt25y9wULFih7xVApD960adMPP/zQMtT5558vtzz55JMtzRwuCd474HALAQQQQCAeAYL38ejRFwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgvQIE79Prz+wIIIAAAggggAACHhIgeO+hw3Bbip4wcQ7e19XVDRs2TM6iJKRm6dKlbmtM2P38/Hx5zeXl5YcOHUrYHAyEQGoFjOx9UVFRamdmtqwWCAaDdo+7T1nq3nIAO3bsmDVr1rRp02655ZbLLrvs3HPPPdX0p2fPniNHjrz11lunT5/+yiuv8FsqLHpcpliA4L0ruPyBTYgk/vP7Y489ppwx2srHHnvM2Jqyb5s2bYYOHXrTTTdNmTLlD3/4Q69evRo3bqxsefjhh2/fvt0YLeGFhx56SDmvuTLCSaurq8295HKHDh2GDBkyZsyYO+64Y9q0aePGjfvd737XvHlzuaVRk8DgfcuWLY1hjUJubu7QoUNnzJixZMmSF1988fbbbzdumQvPPfecHcLtt99+8c//9OjRw9xXL59//vk/b3XxP//5T7sxqUcAAQQQQEApQPBeyUIlAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIAvBJL4zT9f7J9FIoAAAggggAACCCBgCBC8Nyi8X9AzIXbB+7q6uhEjRsgZkhhqiouLBw8eLHdMWfDe7nH33j8jVoiAs8Ddd9+9e/du5zbcRSCBAnaReyFEaWlpAidiKAQyVYDgvevJyp8YMyN4r9yXsjIFvxZqwIAByqn1yj//+c+ux2Q0WLt2rTLf7jC+860EBu9ra2tPOOEE5+mUdwOBgLFBuXD66acre7lWTp06VR6NGgQQQAABBBwECN474HALAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMDjAgTvPX5ALA8BBBBAAAEEEEAgdQIE71NnHfdMejjELnifkNR9cXHxnDlzQqHQ1q1b5SxKaoL3VVVVdo+7j5uQARBAAIEsEggGg/JPcr0mXc+6zyJ9tpopAgTvXU9S+XPGtVfMDVL2xHvlvuTK9u3bx7yXyDvOnj1bnlqvyc3N3bZtW+RDaZq2adOmE0880W7AaOsTGLzXNG3dunWNGjWKdg1jx451ECB474DDLQQQQACBxAoQvE+sJ6MhgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCKRSgOB9KrWZCwEEEEAAAQQQQMDTAgTvPX08P1+cHkFRBu/r6uqiDahY2ldUVOiRe33OdAXvQ6FQ586dLWsTQuTl5a1cufLnHlwhgAACCNgKBINBu8fdk7q3VeMGApIAwXuJxFohf2zLnifed+zYccOGDVaRJFxXV1crnYUQffr0iWHCAwcO3HDDDXZjRljfvXv3l156qaamJoYFOHRZsGBBhAvQm40YMaKurs5hQIL3DjjcQgABBBBIrADB+8R6MhoCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQCoFCN6nUpu5EEAAAQQQQAABBDwtQPDe08fz88Xp2RI5eF9XVzds2LCoAipG45KSktGjRy9atOjnU2npCt5PmjTJWJu5MGHCBMsKuUQAAQQQsBNwSN0LIVITE7VbG/UI+EuA4L3reZk/sBll114xN0jGE+8HDRqUl5dnLD7CwiWXXLJr166YNxJtR7tVPf/889EOZbTv2bOn3bDO9Y0aNaqqqjLGSXihpKTEeQHG3bFjxzqn7jVNI3if8ANiQAQQQAABOwGC93Yy1COAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIeF+A4L33z4gVIoAAAggggAACCKRIgOB9iqATMY2eMJGD95qmXX311Ub+xLVgebi9cmlpCd6HQiF58TzrXnlAVCKAAAJ2AnYPuhdC8Kx7OzTqEbATIHhvJ2PUyx/ekvrE+8WLF1+diD+LFy82tmAuPPHEE5deeunxxx+v3FeXLl1uvfXWFStWmLukpnzjjTfK+37kkUcSMvvcuXNvuOGGLl26KHddVFTUr1+/O+64Y/78+QmZLsJBNm7cWF5eLi+pWbNmgwcPnjt3rmvkXp9o6tSpMl0kNW+//XaES6UZAggggAACugDBe14JCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAL+FSB479+zY+UIIIAAAggggAACCRYgeJ9g0GQOp8dOlMF7ZSrMElMpLi7WI/eRrDEtwXvl4+4nTpwYyYJpgwACCCCgaVowGLT88DcuSd3zCkEgBgHlR6yFCxfGMFSmdjF+yJgLGbDZysrKt95666WXXnrsscdmzJgxd+7c5cuXZ8C+nLewZcuWpUuXvvbaay+++OJLL720cOHCNWvWOHdJ9t3vv//+/ffff/bZZ++///4nnnjin//8Z4R5+2QvjPERQAABBBCQBQjeyybUIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgj4RYDgvV9OinUigAACCCCAAAIIJF2A4H3SiRM3gR5nUgbvNU0zh50s5ZKSktGjR9fX10e+ltQH76uqqvLz8y0rF0IcOnQo8mXTEgEEEMhmgWAwaPe4e1L32fzCYO/xCBC8d9WTP7wl9Yn3ruuhAQIIIIAAAgggkC4BgvfpkmdeBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIH4BQjex2/ICAgggAACCCCAAAIZIkDw3kcHqeea7IL369evP+yww/Q2UT3cXimQ4uC98ln3Qgged688HSoRQAABWaBXr17K+KsQorS0VG5PDQIIRCJA8N5VSfmTx7UXDRBAAAEEEEAAgcwTIHifeWfKjhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIHsESB4nz1nzU4RQAABBBBAAAEEXAQI3rsAeem2c/Be07SJEyfG8HB75RZTGby3e9Z9eXk5j7tXng6VCCCAgEWgurpamX3VU/cbNmywtOcSAQQiFCB47wql/OHj2osGCCCAAAIIIIBA5gkQvM+8M2VHCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQPYIELzPnrNmpwgggAACCCCAAAIuAgTvXYC8dNs1eB8Kherr6xOy5FQG7zt37ixHtvLy8lauXJmQvTAIAgggkNkC1dXVdo+7Ly0tJXWf2afP7pItQPDeVVj+FCcE//zuykYDBBBAAAEEEMhAAYL3GXiobAkBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDIGgG++Zc1R81GEUAAAQQQQAABBNwECN67CXnovmvwPoFrTWXwXpnXmjhxYgK3w1AIIIBApgo4pO6FEKTuM/Xc2VfKBAjeu1IrP8i59qIBAggggAACCCCQeQIE7zPvTNkRAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkD0CBO+z56zZKQIIIIAAAggggICLAMF7FyAv3c684H0oFLJ73L2X4FkLAggg4FGB6upqZeRVCMGz7j16ZizLbwIE711PTPlTyLUXDRBAAAEEEEAAgcwTIHifeWfKjhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIHsESB4nz1nzU4RQAABBBBAAAEEXAQI3rsAeel25gXvJ06cqAxr8bh7L73uWAsCCHhUwOFZ96TuPXpmLMuHAgTvXQ9N+VnOtRcNEEAAAQQQQACBzBMgeJ95Z8qOEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgewRIHifPWfNThFAAAEEEEAAAQRcBAjeuwB56XaGBe+rqqry8/PlsFZ5efmhQ4e8BM9aEEAAAS8KDBo0SP4RKoQ4+uijN27c6MUVsyYEfChA8N710JQ/iFx70QABBBBAAAEEEMg8AYL3mXem7AgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDIHgGC99lz1uwUAQQQQAABBBBAwEWA4L0LkJduZ1jwXhnT4ln3XnrFsRYEEPC6wJIlSyw/S0tLS72+aNaHgK8ECN67Hpflp5B+6dqLBggggAACCCCAQOYJELzPvDNlRwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggED2CBC8z56zZqcIIIAAAggggAACLgIE712AvHRbDzKNHDkyBYvaunWrHKNaunRpoqauqqqSxxdC8Kz7RAkzDgIIZInA4Ycfbvw4LS0t3bBhQ5ZsnG0ikBoBgveuzsaPIHPBtRcNEEAAAQQQQACBzBMgeJ95Z8qOEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgewRIHifPWfNThFAAAEEEEAAAQRcBAjeuwB56bYeZ8qA4H0oFOrcubM5naWX8/LyvOTNWhBAAAEfCCxZskTP3pO698FpsUQfChC8dz00+ROdEPzzuysbDRBAAAEEEEAgAwUI3mfgobIlBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIGsE+OZf1hw1G0UAAQQQQAABBBBwEyB47ybkoftpD94/9NBD7yTizw033KDMaE2YMMFD3CwFAQQQ8ImAnr3nWfc+OS6W6TMBgveuB6b8UOfaiwYIIIAAAggggEDmCRC8z7wzZUcIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBA9ggQvM+es2anCCCAAAIIIIAAAi4CBO9dgLx0O+3Be2WwKiGVeXl5lZWVXsJmLQgggAACCCCAgEbw3vVFoPwo6NqLBggggAACCCCAQOYJELzPvDNlRwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggED2CBC8z56zZqcIIIAAAggggAACLgIE712AvHQ7g4P3EydO9JI0a0EAAQQQQAABBP5PgOC96+uA4L0rEQ0QQAABBBBAIEsECN5nyUGzTQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCAjBQjeZ+SxsikEEEAAAQQQQACBWAQI3seilqY+mRq8P/HEE2tqatKEyrQIIIAAAggggICtAMF7W5r/3SB4/z8J/hcBBBBAAAEEsl2A4H22vwLYPwIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIOBnAYL3fj491o4AAggggAACCCCQUAGC9wnlTO5gmRq8T64aoyOAAAIIIIAAArEKELx3lSN470pEAwQQQAABBBDIEgGC91ly0GwTAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyEgBgvcZeaxsCgEEEEAAAQQQQCAWAYL3sailqU9GBu/Ly8vTxMm0CCCAAAIIIICAiwDBexcgTSN470pEAwQQQAABBBDIEgGC91ly0GwTAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyEgBgvcZeaxsCgEEEEAAAQQQQCAWAYL3sailqU/mBe/z8vJWrlyZJk6mRQABBBBAAAEEXAQI3rsAEbx3BaIBAggggAACCGSNAMH7rDlqNooAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghkoADB+ww8VLaEAAIIIIAAAgggEJsAwfvY3NLSK5XB+7RskEkRQAABBBBAAAFPCRC8dz0OnnjvSkQDBBBAAAEEEMgSAYL3WXLQbBMBBBBAAAEEEEAAAQQQHxUb8AAAIABJREFUQAABBBBAAAEEEEAAAQQQQAABBBDISAGC9xl5rGwKAQQQQAABBBBAIBYBgvexqKWpD8H7NMEzLQIIIIAAAghkqQDBe9eDJ3jvSkQDBBBAAAEEEMgSAYL3WXLQbBMBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDISAGC9xl5rGwKAQQQQAABBBBAIBYBgvexqKWpD8H7NMEzLQIIIIAAAghkqQDBe9eDJ3jvSkQDBBBAAAEEEMgSAYL3WXLQbBMBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDISAGC9xl5rGwKAQQQQAABBBBAIBYBgvexqKWpD8H7NMEzLQII+E+grq7uiy++GD9+/JVXXjlkyJBevXr1799/+PDhY8aMWbNmTSgUinNL33777ZQpU6699tqhQ4eeeeaZvXr1uuiii0aMGPHKK6988cUXcQ5O94QLhEKhv/zlL9ddd93gwYN79eo1aNCgUaNGTZs27eDBgwmfiwEzTIDgveuBErx3JaIBAggggAACCGSJAMH7LDlotokAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghkpADB+4w8VjaFAAIIIIAAAgggEIsAwftY1NLUh+B9muCZFgEEfCCwa9eu6dOnt2/fXhkBtatcsmRJJHurqan5xz/+ceaZZwYCAbuhLPU5OTkVFRWbN2+OZPx42hQUFFimFkKsXLky8jEXLVokj1BcXBz5CJqmnX322fIgek1U4yS28fDhwyM8ss8++yzOqW+44QaLwPPPPx/nmHT3ggDBe9dTsLzy0/7Gd10wDRBAAAEEEEAAgSQJELxPEizDIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgikQIDgfQqQmQIBBBBAAAEEEEDAHwIE7/1xTv9dpR5kGjlypI/WzFIRQACBFAjU1NQ0atRIGf50rszJyRk7dmwwGHReZOvWrZ3HsbtbUFAwa9Ys58HjvOuF4P3mzZsd8u1xbjDm7u+//77ducj1BQUFzz33XMxzaZo2aNAgy7AE7+Px9E5fgveuZ2F55euXrr1ogAACCCCAAAIIZJ4AwfvMO1N2hAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCGSPAMH77DlrdooAAggggAACCCDgIkDw3gXIS7f1IBPBey+dCWtBAAFPCOzevVuZ/Iywsk+fPs7biHAcZbNAIOA8eJx3vRC8nzJlinLveuXq1avj3GMM3efOndugQQOHVSlvPfDAAzHMpWna7t27mzRpYhmT4H1smF7rRfDe9UQsr3z90rUXDRBAAAEEEEAAgcwTIHifeWfKjhBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIHsESB4nz1nzU4RQAABBBBAAAEEXAQI3rsAeem2HmQieO+lM2EtCCDgCYE4g/dCiClTpjjsRBkrjbwyLy+vsrLSYfx4bnkheO9M0bp161AoFM8eo+3btm1b5yU53G3SpEnk09XX169du/b+++9XDkjwPnJJL7ckeO96OsrXv2svGiCAAAIIIIAAApknQPA+886UHSGAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAALZI0DwPnvOmp0igAACCCCAAAIIuAgQvHcB8tJtPddE8N5LZ8JaEEDAEwLxB+8bNWq0detWu80oY6VRVZ599tl2g8dZ7/3gvRDirbfeinObUXWP6mjkxs5zDRkypFevXmecccbRRx+txDcGJHjvLOmXuwTvXU/KeM2bC669aIAAAggggAACCGSeAMH7zDtTdoQAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAghkjwDB++w5a3aKAAIIIIAAAggg4CJA8N4FyEu39TgTwXsvnQlrQQABTwjYBe8DgUCHDh169Ohx0UUXDRgwoEOHDuZcqKU8atQou81YWhqXpaWlXbt2raiouPjii7t169a8eXPjllyoqqqyGz+eemX2e+XKlZGPuWjRInm1xcXFEY5QW1srd7fUDBs2LMLR4m+2YcMGy+z6ZSAQ6Nat27hx4x5++OGJEyf269evQYMGypbvvvuuwzKUXZSVBO8dGH10i+C962EpX/+uvWiAAAIIIIAAAghkngDB+8w7U3aEAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIZI8AwfvsOWt2igACCCCAAAIIIOAiQPDeBchLt/VcE8F7L50Ja0EAAU8IyMH7I4444oYbbvjxxx8t69uyZUt+fr4yJtqsWbPa2lpLe/3S0r6wsLCiomLLli2WxnV1dX379rU0Ni7vvPNOS/uEXKY9eD9nzhxjj3aFwsLCffv2JWS/roOMGTNGuYzVq1db+m7evFnZsm/fvpaW5ktlF2UlwXuzm3/LBO9dz075+nftRQMEEEAAAQQQQCDzBAjeZ96ZsiMEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgewQI3mfPWbNTBBBAAAEEEEAAARcBgvcuQF66reeaCN576UxYCwIIeELACN536NDhX//6l+uann/+eWVSdOLEicq+euMjjjjiiSeeUDYwV9bX159wwgny+OXl5eZmiSqnN3i/e/fuww47TN6sXNOzZ89EbdlhnFmzZslTBwKB5cuXK3tt27atUaNGcheH35IgN7arIXivNPddJcF71yNTvgVce9EAAQQQQAABBBDIPAGC95l3puwIAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyB4BgvfZc9bsFAEEEEAAAQQQQMBFgOC9C5CXbuu5JoL3XjoT1oIAAp4QOHjw4NVXX/3AAw/U1NREsqD6+vrWrVvLYdErr7xS2f3qq6+ePHnynj17lHflygkTJsiDH3XUUXLL+GvSG7x/8skn5Z02btxYrszJydmyZUv8+3UeYejQofLUvXv3dug1ZswYucvJJ59s10VubFdD8N7O0F/1BO9dz0v5FnDtRQMEEEAAAQQQQCDzBAjeZ96ZsiMEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgewQI3mfPWbNTBBBAAAEEEEAAARcBgvcuQF66reeaCN576UxYCwII+FXgwgsvlMOiAwYMSMh+HnjgAXnwjHzi/VlnnSXv9MEHH1Rm7++5556E8NoNEg6HW7ZsKa/nmWeeseuiadqyZcvkLoFAYMeOHcpecmO7GoL3SkDfVRK8dz0y5VvAtRcNEEAAAQQQQACBzBMgeJ95Z8qOEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgewRIHifPWfNThFAAAEEEEAAAQRcBAjeuwB56baeayJ476UzYS0IIOBXgUsvvVQOiw4cODAh+znttNPkwf/4xz8mZHDLIGl84v2f/vQneZsXXXSRpmnz58+XbwmR3H+Re+WVV+RJ27dvbxGTLwcNGiR3nDx5stzSrmbkyJHyCATv7bj8VU/w3vW85Bd/st/srkuiAQIIIIAAAgggkBYBgvdpYWdSBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGECCT3a74JWSKDIIAAAggggAACCCCQGgGC96lxTsgseq6J4H1CMBkEAQSyXED5qPbLL788fpY33nhDGUP96KOP4h9cHiGNwfuOHTvKO3399dc1TQuFQvKtZGdxp06dKk/6m9/8Rkaz1EyYMEHuOGzYMEszh0uC9w44fr9F8N71BOW3T7Lf7K5LogECCCCAAAIIIJAWAYL3aWFnUgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBhAgQvE8II4MggAACCCCAAAIIZIIAwXsfnaKeayJ476MjY6kIIOBNgVAo1KhRIzksOmXKlDgXPG/evMaNG8sjd+nSJc6R7bqnMXgvb7N58+bBYFBfqnxXCBEKhew2En+9Mv0+btw415FffPFFebWnnXaaa0ejgXJqnnhv+Pi6QPDe9fjktw/Be1c0GiCAAAIIIIBARgoQvM/IY2VTCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQJYIELzPkoNmmwgggAACCCCAAALuAgTv3Y0800LPNRG898yBsBAEEPCrwAUXXCAnRfPz83fv3h35lq7+358hQ4acdtppygC8Psv48eMjHzbalg7zynuMvKa4uNh5JTU1NfJoixcvNnp17NhRbnDJJZcYDRJeaNWqlTxjJOn3Tz/9VO4YVXKY4H3CT9M7AxK8dz2LON8+ruPTAAEEEEAAAQQQ8IsAwXu/nBTrRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCQBQjeyybUIIAAAggggAACCGSpAMF7Hx28nmsieO+jI2OpCCDgQYEPP/xQGRO94IILolqtchBlZV1dXVQjR9U4XcH7N954Q95sOBw2Fn/nnXfKDQoKCvbu3Wu0SWyhQYMG8ozz5s1zneW7776TOxK8d3XLkgYE710POs63j+v4NEAAAQQQQAABBPwiQPDeLyfFOhFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEZAGC97IJNQgggAACCCCAAAJZKkDw3kcHr+eaCN776MhYKgIIeFCgvLxcGRN99dVXo1qtchC58pprrolq2Ggbpyt4P2TIEHmz5sV/9dVXgUBAbvPMM8+YmyWwLM8lhFi2bJnrFAcPHlT2de1oNOCJ9wZF5hUI3rueaZxvH9fxaYAAAggggAACCPhFgOC9X06KdSKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIyAIE72UTahBAAAEEEEAAAQSyVIDgvY8OXs81Ebz30ZGxVAQQ8KCAMiPaqVOnUCgU1WqV45gri4uLZ82aFdWYMTROS/B+165dDRs2NG9WL1vW36VLF7nNOeecY2mWqEt5LiFEZWWl6/ihUEjZ17Wj0YDgvUGReQWC965nGufbx3V8GiCAAAIIIIAAAn4RIHjvl5NinQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACsgDBe9mEGgQQQAABBBBAAIEsFSB476OD13NNBO99dGQsFQEEPCUwd+7c3NxcZUY0HA5Hu1TlOHJlaWmp3cjHHXec3N655tVXX7WMlpbgfffu3eV1/vnPf7asbceOHfn5+XLLqVOnWlpqmvbVV1/JLV1rzOMoG3/++efmNnZlZV+7xnI9wXvZJGNqCN67HmWcbx/X8WmAAAIIIIAAAgj4RYDgvV9OinUigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCMgCBO9lE2oQQAABBBBAAAEEslSA4L2PDl7PNRG899GRsVQEEPCOwLvvvmuXUW/WrFkM61RmTZWVr7zyinJ8nwbvN27cGAgELDvNzc3dtm2bvM3zzz/f0lIIUVZWJrdMUvD+q6++kueSa+RFChHFvx8SvJdJM6aG4L3rUcb59nEdnwYIIIAAAggggIBfBAje++WkWCcCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAgCwQxRdn5c7UIIAAAggggAACCCCQSQIE7310mnquieC9j46MpSKAgHcEGjVqpEyHBgKB1157LYZ1KkdTVjZs2HDRokXyFD4N3t95553yNnv16iVvUNO0F154QW6szLQnKXjPE++V50Jl5AIE712tInyPu45DAwQQQAABBBBAwO8CBO/9foKsHwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEMhmAYL32Xz67B0BBBBAAAEEEEDgZwIE73/G4e0LPddE8N7bp8TqEEDAcwKrV69u3ry5Mhr6u9/9LhwOJ2rF9fX1o0ePbtCggXKuCRMmWCZKXvB+5cqVlrkcLhctWiQvuLi4WNnlo48+khvn5OS89tpr79j8kdsLIWpray3jJyl4v3r1astE8mVtba1ykXJLuxqeeG8nkwH1BO9dDzHOt4/r+DRAAAEEEEAAAQT8IkDw3i8nxToRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBGQBgveyCTUIIIAAAggggAACWSpA8N5HB6/nmgje++jIWCoCCKRd4JNPPikuLlbmQoUQdXV1CV/hhx9+2LRpU3nGJk2aWObyY/D++uuvl7cWQ82bb75p0UhS8H758uWWieTLAwcOKLcgt7SrIXhvJ5MB9QTvXQ8xzreP6/g0QAABBBBAAAEE/CJA8N4vJ8U6EUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRkAYL3sgk1CCCAAAIIIIAAAlkqQPDeRwev55oI3vvoyFgqAgikV+CDDz5o1qyZMhQqhBgwYECSlvf0008rJ7VM58fgfVFRkXJr0VYOHTrUohF/8L5hw4byMhYuXGiZSL7cunWr3FGIKP79kOC9rJoxNQTvXY8yzreP6/g0QAABBBBAAAEE/CJA8N4vJ8U6EUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRkgSi+OCt3pgYBBBBAAAEEEEAAgUwSIHjvo9PUc00E7310ZCwVAQTSK1BQUKBMhAohzjvvvEOHDiVpeaFQSDmvZTo/Bu+V+4qhsqCgYM+ePWaQ+IP3JSUl8kpmz55tnkVZXrNmjdyR4L3SKgsrCd67Hnqcbx/X8WmAAAIIIIAAAgj4RYDgvV9OinUigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCMgCBO9lE2oQQAABBBBAAIH/x979x1h21/XjP7Od/mA6a4tbOvuFKNJ0tTvUfFJwzYdMtySWP2hcayw2KcYJSxMqEh1MIBQ07RQUsmgM10SpCUo7kAipCopmi63TEAyhWU3ZDXThI1l3WCdam113pZYu0+6db+DQw713zsw5M3N/vM/7/ZgQes6573PO6/V4nZtOk33uIZCogOB9gwaf55oE7xs0MqUSIDAqgQ9+8INjY2OlcdDbbrvt/Pnzgy6s9NaDuGnpXy7wz//8z/Xv9YUvfGFttVddddXaK5w5c2btyi0fef3rX7/2Fts5cuedd64t5t5776285sLCwtoTf+ZnfqbyxGKBN94XFPFtCN5XznTt12dTf29F5fUtIECAAAECBAg0ReCOO+7Isqz0P6aa0oI6CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBZAcH7ZEevcQIECBAgQIAAgV4BwftekYD381yT4H3AI1IaAQJBCMzNzZUGQfODL7zwwhCqLC1gEPcdZvD+/vvvL+1rawfHxsaWlpb6aHLo0KG1lbzpTW+qvMV73vOetSe++c1vrjyxWCB4X1DEtyF4XznTtV8fwftKNAsIECBAgACBKAUE76Mcq6YIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQiIDgfSKD1iYBAgQIECBAgEC1gOB9tVEwK/Jck+B9MANRCAECIQp85zvfKU2B5gfvvvvu4RRdWsMgbj3M4P3MzExpX1s++Hu/93t9NPnrv/7rtZVcd911lbe45ZZb1p547733Vp5YLBC8Lyji2xC8r5zp2q+P4H0lmgUECBAgQIBAlAKC91GOVVMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBIREDwPpFBa5MAAQIECBAgQKBaQPC+2iiYFXmuSfA+mIEohACBsASefPLJV73qVaUR0CzL/vzP/3xo5X77298uLWMQBQwteH/fffetbeqnf/qn/7vezx/+4R+uPT3LsiNHjvSLpd1u7969e+1d/viP/3iDWzz66KNrTxkbG3vqqac2OKvnI8H7HpCYdgXvK6e59hskeF+JZgEBAgQIECAQpYDgfZRj1RQBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSERC8T2TQ2iRAgAABAgQIEKgWELyvNgpmRZ5rErwPZiAKIUAgIIF//Md/vPLKK0vzn1mWveQlL9larV//+tff8IY3vPOd7zx9+nT9K9x7772lldS/Qv2Vwwnet9vta6+9dm1TH/rQh2qW+vTTT4+Pj6+9wm/+5m/WvEKdZb/yK7+y9hYzMzMbnPu2t71t7SnXX3/9Bqes/Ujwfq1JNEcE7ytHufYbJHhfiWYBAQIECBAgEKWA4H2UY9UUAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEEhEQvE9k0NokQIAAAQIECBCoFhC8rzYKZkWeaxK8D2YgCiFAICCBiy++uDT8mWXZ1NTU448/vrVaH3/88fyyL33pSz/ykY+srKxUXucLX/jCJZdcUlpM5blbWDCc4P2XvvSltR2NjY2dPHmyfs233HLL2ou87GUvq3+FypV/+Zd/ufYWWZY99thjpeeePHnysssuW3vKvffeW7p+vYOC9+vJRHBc8L5yiGu/QYL3lWgWECBAgAABAlEKCN5HOVZNESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIBEBwftEBq1NAgQIECBAgACBagHB+2qjYFbkuSbB+2AGohACBIIQaLfb73vf+0qTn1mWXX/99ZsKh/e0VATv8+u//OUv/+Y3v9mzpnP305/+9BVXXFFazM/+7M92ruzX9nCC929/+9vXNrXxm+TXNviJT3xi7UX6G9B99tlnd+7cufYur3rVq9bWs7q6OjMzs3ZxlmVPPvlk6fr1DgrerycTwXHB+8ohln6JKs+ygAABAgQIECAQn4DgfXwz1REBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTSERC8T2fWOiVAgAABAgQIEKgQELyvAArp4zzXJHgf0kzUQoDA6AWeeOKJ0tjn1g7eeuutnS31BO87rzk2Nvayl71senr6Na95zdTUVOdHa7dnZmba7Xbnlfu1PZzg/dqOsix7+umnN9tF6XXOnj272etssP7EiROld8mybO/evW9961t/53d+59d+7dduuOGG9ZZ9/vOf3+D6651V8/iv/uqvbnBxHwUoIHhfOZTSh7/yLAsIECBAgAABAvEJCN7HN1MdESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIB0Bwft0Zq1TAgQIECBAgACBCgHB+wqgkD7Oc02C9yHNRC0ECIxeYFTB+9KsaenB8fHxI0eODEhqhMH7LXRU6vOxj31sC5fa4JTSu9Q/uMGVV1dX61+ndKXg/ca8AX4qeF85lNJHvfIsCwgQIECAAAECcQj8x3/8x/998WfXrl1Zll188cUvHvjeP/fv3x9Hp7ogQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbgFBO/jnq/uCBAgQIAAAQIENiEgeL8JrFEvzXNNgvejnoP7EyAQlkD4wfv7779/cGRDCN6fOXOmX8Hal770pWsvddNNN/XX55prrll7l5pHfuRHfmTjYmpeZ71lgvcb8wb4qeB95VBKn/bKsywgQIAAAQIECMQh8JWvfKX016HOg3F0qgsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQiFtA8D7u+eqOAAECBAgQIEBgEwKC95vAGvXS/M/sCt6Peg7uT4BAWAIhB+/Hxsbe9773DdRrCMH7173udZ2hkXz7jjvu2EJfjz322NpLZVn2u7/7u1u42gan/MM//MNll11Weq/1Du7YseNjH/vYBtfMP1rv9JrHBe8rhUNbIHhfOZHSh7/yLAsIECBAgAABAhEI/NiP/Vj+u9Desp/i16QIOtUCAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECEQvIHgf/Yg1SIAAAQIECBAgUFdA8L6uVADr8j+wK3gfwCiUQIBAQAIDDd6fPXv2ve99b5GX2NTG1NTUZz7zmUFLDTp4/81vfnNsbGxt43/7t3+7hdYuXLjwile8Yu3VfvInf3ILV9v4lC9/+ctrb7TekSuvvPKzn/3sxhfMP13vCjWPC97XQQ5qjeB95ThKH/7KsywgQIAAAQIECEQgUATvS3spfk0q/dRBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQlIDgfVDjUAwBAgQIECBAgMAoBQTvR6m/yXvnf2BX8H6TbJYTIBC5wECD97ndX/3VX91yyy2beoP6e97znjNnzgyBftDB+3vvvbeIixQbP/qjP/rd7353a929613vKq7TufH4449v7YIbnPWOd7xjfHy88y7rbS8tLW1wnc6P1rtCzeOC952YjdgWvK8cU+nDX3mWBQQIECBAgACBCAQE7yMYohYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIBcQvPckECBAgAABAgQIEPiBgOB9gx6FPNckeN+gkSmVAIEoBZ5//vmvfvWrhw4deu973/vrv/7rb33rW9/1rnd98IMf/LM/+7MLFy5E2XIETf3FX/zFfffdd9ddd91xxx133XXXb//2bz/wwAPtdjuC1rQwUAHB+0pewftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgACX5FB9AAAgAElEQVQBAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhQQPA+waFrmQABAgQIECBAoFxA8L7cJcijgvdBjkVRBAgQIECAQLQCgveVoxW8rySygAABAgQIEIhVQPA+1snqiwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKCN4nOHQtEyBAgAABAgQIlAsI3pe7BHlU8D7IsSiKAAECBAgQiFZA8L5ytIL3lUQWECBAgAABArEKCN7HOll9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEEBwfsEh65lAgQIECBAgACBcgHB+3KXII8K3gc5FkURIECAAAEC0QoI3leOVvC+ksgCAgQIECBAIFYBwftYJ6svAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCggeJ/g0LVMgAABAgQIECBQLiB4X+4S5FHB+yDHoigCBAgQIEAgWgHB+8rRCt5XEllAgAABAgQIxCogeB/rZPVFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBAUE7xMcupYJECBAgAABAgTKBQTvy12CPCp4H+RYFEWAAAECBAhEKyB4XzlawftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhQQPA+waFrmQABAgQIECBAoFxA8L7cJcijgvdBjkVRBAgQIECAQLQCgveVoxW8rySygAABAgQIEIhVQPA+1snqiwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKCN4nOHQtEyBAgAABAgQIlAsI3pe7BHlU8D7IsSiKAAECBAgQiFZA8L5ytIL3lUQWECBAgAABArEKCN7HOll9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEEBwfsEh65lAgQIECBAgACBcgHB+3KXII8K3gc5FkURIECAAAEC0QoI3leOVvC+ksgCAgQIECBAIFYBwftYJ6svAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCggeJ/g0LVMgAABAgQIECBQLiB4X+4S5FHB+yDHoigCBAgQIEAgWgHB+8rRCt5XEllAgAABAgQIxCogeB/rZPVFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBAUE7xMcupYJECBAgAABAgTKBQTvy12CPCp4H+RYFEWAAAECBAhEKyB4XzlawftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhQQPA+waFrmQABAgQIECBAoFxA8L7cJcijgvdBjkVRBAgQIECAQLQCgveVoxW8rySygAABAgQIEIhVQPA+1snqiwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKCN4nOHQtEyBAgAABAgQIlAsI3pe7BHlU8D7IsSiKAAECBAgQiFZA8L5ytIL3lUQWECBAgAABArEKCN7HOll9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEEBwfsEh65lAgQIECBAgACBcgHB+3KXII8K3gc5FkURIECAAAEC0QoI3leOVvC+ksgCAgQIECBAIFYBwftYJ6svAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCggeJ/g0LVMgAABAgQIECBQLiB4X+4S5FHB+yDHoigCBAgQIEAgWgHB+8rRCt5XEllAgAABAgQIxCogeB/rZPVFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBAUE7xMcupYJECBAgAABAgTKBQTvy12CPCp4H+RYFEWAAAECBAhEKyB4XzlawftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhQQPA+waFrmQABAgQIECBAoFxA8L7cJcijgvdBjkVRBAgQIECAQLQCgveVoxW8rySygAABAgQIEIhVQPA+1snqiwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKCN4nOHQtEyBAgAABAgQIlAsI3pe7BHlU8D7IsSiKAAECBAgQiFZA8L5ytIL3lUQWECBAgAABArEKCN7HOll9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEEBwfsEh65lAgQIECBAgACBcgHB+3KXII8K3gc5FkURIECAAAEC0QoI3leOVvC+ksgCAgQIECBAIFYBwftYJ6svAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCggeJ/g0LVMgAABAgQIECBQLiB4X+4S5FHB+yDHoigCBAgQIEAgWgHB+8rRCt5XEllAgAABAgQIxCogeB/rZPVFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBAUE7xMcupYJECBAgAABAgTKBQTvy12CPCp4H+RYFEWAAAECBAhEKyB4XzlawftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhQQPA+waFrmQABAgQIECBAoFxA8L7cJcijgvdBjkVRBAgQIECAQLQCgveVoxW8rySygAABAgQIEIhVQPA+1snqiwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgkKCN4nOHQtEyBAgAABAgQIlAsI3pe7BHlU8D7IsSiKAAECBAgQiFZA8L5ytIL3lUQWECBAgAABArEKCN7HOll9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIEEBwfsEh65lAgQIECBAgACBcgHB+3KXII8K3gc5FkURIECAAAEC0QoI3leOVvC+ksgCAgQIECBAIFYBwftYJ6svAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCggeJ/g0LVMgAABAgQIECBQLiB4X+4S5FHB+yDHoigCBAgQIEAgWgHB+8rRCt5XEllAgAABAgQIxCogeB/rZPVFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBAUE7xMcupYJECBAgAABAgTKBQTvy12CPCp4H+RYFEWAAAECBAhEKyB4XzlawftKIgsIECBAgACBWAUE72OdrL4IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQoIDgfYJD1zIBAgQIECBAgEC5gOB9uUuQRwXvgxyLoggQIECAAIFoBQTvK0creF9JZAEBAgQIECAQq4DgfayT1RcBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQSFBC8T3DoWiZAgAABAgQIECgXELwvdwnyqOB9kGNRFAECBAgQIBCtgOB95WgF7yuJLCBAgAABAgRiFRC8j3Wy+iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECCAoL3CQ5dywQIECBAgAABAuUCgvflLkEeFbwPciyKIkCAAAECBKIVELyvHK3gfSWRBQQIECBAgECsAkXw/mzZT/FrUqzt64sAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEYhIQvI9pmnohQIAAAQIECBDYloDg/bb4hnuy4P1wvd2NAAECBAgQSF1A8L7yCSgSZZ0blWdZQIAAAQIECBAIX2BycrLzN5wBbY+NjYVPoUICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQiF5A8D76EWuQAAECBAgQIECgroDgfV2pANblf8D34MGDAdSiBAIECBAgQIBA/AKC95UzLk2gVZ5lAQECBAgQIECgEQKnTp0aXPx+bGzs4x//eCMcFEmAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC0QsI3kc/Yg0SIECAAAECBAjUFRC8rysVwDrB+wCGoAQCBAgQIEAgIQHB+8phC95XEllAgAABAgQINFqgM3t/zTXX/FvHz5e+9KWHq34+//nPd5zxb3fddVf+69PY2NiDDz7YaBnFEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBMAoL3MU1TLwQIECBAgAABAtsSELzfFt9wTxa8H663uxEgQIAAAQKpCwjeVz4BgveVRBYQIECAAAECTRc4depU8TvPhQsXttNOcR3vut8Oo3MJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoO8Cgvd9J3VBAgQIECBAgACBpgoI3jdocoL3DRqWUgkQIECAAIEIBATvK4dYhMc6NyrPsoAAAQIECBAg0CyBzvfe7927dwvx+w984AP570tjY2NS982avmoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQgoDgfQpT1iMBAgQIECBAgEAtAcH7WkxhLBK8D2MOqiBAgAABAgRSERC8r5x0Z96+2K48ywICBAgQIECAQOMEtpO9l7pv3LgVTIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgdQEBO9Tm7h+CRAgQIAAAQIE1hUQvF+XJrwPBO/Dm4mKCBAgQIAAgZgFBO8rp1uE7Ts3Ks+ygAABAgQIECDQRIFTp04Vv/Ps3bu3ZgtF6j7LMu+6r4lmGQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgMWUDwfsjgbkeAAAECBAgQIBCugOB9uLNZU5ng/RoSBwgQIECAAAECAxQQvK/ELbJnnRuVZ1lAgAABAgQIEGiowOTkZPFrz4ULF+p0UawfGxurs94aAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAwfAHB++GbuyMBAgQIECBAgECgAoL3gQ6mrKz8z+kePHiw7EPHCBAgQIAAAQIE+iwgeF8JWgTJOjcqz7KAAAECBAgQINBcgeXl5SJ+f911120Qvy/edT82NuZd982duMoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQgoDgfQpT1iMBAgQIECBAgEAtAcH7WkxhLBK8D2MOqiBAgAABAgRSERC8r5x0Z96+2K48ywICBAgQIECAQKMFerL3pb1I3ZeyOEiAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECYQoI3oc5F1URIECAAAECBAiMQEDwfgToW72l4P1W5ZxHgAABAgQIENiKgOB9pVoRtu/cqDzLAgIECBAgQIBA0wWWl5eL339KX3pffOpd902ftfoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQgoDgfQpT1iMBAgQIECBAgEAtAcH7WkxhLMr/wO7BgwfDKEcVBAgQIECAAIHIBQTvKwdcJMo6NyrPsoAAAQIECBAgEIFAz3vvi/i9d91HMFwtECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIDUBwfvUJq5fAgQIECBAgACBdQUE79elCe8DwfvwZqIiAgQIECBAIGYBwfvK6Xbm7YvtyrMsIECAAAECBAjEIbA2ey91H8dkdUGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHUBATvU5u4fgkQIECAAAECBNYVELxflya8DwTvw5uJiggQIECAAIGYBQTvK6dbhO07NyrPsoAAAQIECBAgEI3A8vJy8YvQddddV2x//OMfj6ZHjRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA9AKC99GPWIMECBAgQIAAAQJ1BQTv60oFsC7/k7sHDx4MoBYlECBAgAABAgTiFxC8r5xxES3r3Kg8ywICBAgQIECAQEwCk5OTnb8LZVk2NjYWU4N6IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHoBQTvox+xBgkQIECAAAECBOoKCN7XlQpgneB9AENQAgECBAgQIJCQgOB95bB7Mmb5buVZFhAgQIAAAQIEIhM4derUJZdcMjY2lmXZgw8+GFl32iFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB6AUE76MfsQYJECBAgAABAgTqCgje15UKYJ3gfQBDUAIBAgQIECCQkIDgfeWwBe8riSwgQIAAAQIEEhG49dZbsyy74oorEulXmwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECAQk4DgfUzT1AsBAgQIECBAgMC2BATvt8U33JMF74fr7W4ECBAgQIBA6gKC95VPgOB9JZEFBAgQIECAQCICd9xxR5ZlV111VSL9apMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEYhIQvI9pmnohQIAAAQIECBDYloDg/bb4hnuy4P1wvd2NAAECBAgQSF1A8L7yCRC8rySygAABAgQIEEhEQPA+kUFrkwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAlEKCN5HOVZNESBAgAABAgQIbEVA8H4raiM6R/B+RPBuS4AAAQIECCQqIHhfOXjB+0oiCwgQIECAAIFEBATvExm0NgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBClgOB9lGPVFAECBAgQIECAwFYEBO+3ojaicwTvRwTvtgQIECBAgECiAoL3lYMXvK8kCmpB+/s/QZWkGAIECBAgEI2A4H00o9QIAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEEhQQvE9w6FomQIAAAQIECBAoFxC8L3cJ8qjgfZBjURQBAgQIECAQrYDgfeVoBe8riYJacObMmSzLxsfH5+bmgiosnGLOnTv3+7//++HUoxICBAgQaJCA4H2DhqVUAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOgRELzvAbFLgAABAgQIECCQroDgfYNmL3jfoGEplQABAgQIEIhAQPC+coiC95VEQS3Ig/f51D7xiU+02+2gyht5MQsLC1NTU1mWPfTQQysrKyOvRwEECBAg0CwBwftmzUu1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINApIHjfqWGbAAECBAgQIEAgaQHB+waNX/C+QcNSKgECBAgQIBCBgOB95RAF7yuJglrQGbzPsmz//v3Hjh0LqsIRFnP06NHO5/ncuXMjLMatCRAgQKCJAoL3TZyamgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgFxC89yQQIECAAAECBAgQ+IGA4H2DHgXB+wYNS6kECBAgQIBABAKC95VD7AwqF9uVZ1kwKoGe4H2WZePj4xLm586dm5ubGx8fL57hLMuwjOopdV8CBAg0V0DwvrmzUzkBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQICN57BggQIECAAAECBAj8QEDwvkGPguB9g4alVAIECBAgQCACAcH7yiF2BpWL7cqzLBiVQGfwfnFxce/evcXU9u/fP6qqRnjfo0eP3njjjQXC4cOHi2+94P0I5+LWBAgQaKjARz/60SzL3vjGNza0fmUTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQMoCgvcpT1/vBAgQIECAAAECXQKC910cYe/kgZCDBw+GXabqCBAgQIAAAQKRCBQR3CKXm2XZI488Ekl7/WijU6bY7seFXWMgAp3B+9XV1ZWVlVarVQxubm4unbR5z1vuJyYm5ufnV1dXi299OhQDedRclAABAkkKCN4nOXZNEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIBIBwftIBqkNAgQIECBAgACB7QsI3m/fcGhXyCMxgvdDA3cjAgQIECBAIHGBIoJbJJMF73seiU6ZYrtnjd1wBHqC93lhs7Ozxex27969sLDQbrfDqXkQlbTb7ampqaLrAwcOnDx5Mr9R8a0XvB+EvGsSIEAgbgHB+7jnqzsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjELSB4H/d8dUeAAAECBAgQILAJAcH7TWCNemmeDBG8H/Uc3J8AAQIECBBIRaCI4BYBXcH7ntl3yhTbPWvshiNQGrzPy1tZWZmcnCyGODc3F2XyfG5ubnx8PG8zf8v9+fPnOwdUfOujbL+zU9sECBAg0HcBwfu+k7ogAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECAxNQPB+aNRuRIAAAQIECBAgELqA4H3oE+qoL8+HCN53kNgkQIAAAQIECAxQoIjgFmlkwfse7k6ZYrtnjd1wBDYI3q+uri4vL8/OzhZz3L1798LCQjjFb7OSdru9sLBQdNf5lvvOKxffesH7ThbbBAgQIFBHQPC+jpI1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIBCmgOB9mHNRFQECBAgQIECAwAgEBO9HgL7VW+YpEcH7rfo5jwABAgQIECCwOYEigluEdQXvewQ7ZYrtnjV2wxHYOHif17m4uLh3795imseOHQun/i1XcvTo0RtvvLFo6tprr13vUsW3XvB+PSLHCRAgQGA9AcH79WQcJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHwBQTvw5+RCgkQIECAAAECBIYkIHg/JOh+3CYPigje98PSNQgQIECAAAEC1QJFBLfI6wre96h1yhTbPWvshiNQJ3i/urq6srIyOTmZD3R8fHxubq7RKfS5ubnx8fG8nYmJifn5+fPnz683lOJb3+iW1+vOcQIECBAYqIDg/UB5XZwAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEBiogeD9QXhcnQIAAAQIECBBokoDgfYOmlWdFBO8bNDKlEiBAgAABAo0WKCK4RaRc8L5noJ0yxXbPGrvhCNQM3hcFLy4uFmPNsuzYsWPFR+FvrH3L/eHDhyvLLr71gveVVhYQIECAQI+A4H0PiF0CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaJCA4H2DhqVUAgQIECBAgACBwQoI3g/Wt69Xz0Mvgvd9RXUxAgQIECBAgMC6AkUEtzN7/Mgjj6x7QnofdMoU2+kxNKbjzQbvV1dXW63W5ORkPtzx8fG5ublGJNLPnTtX/y33nfMrvvWNaLOzctsECBAgMHIBwfuRj0ABBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQILBlAcH7LdM5kQABAgQIECBAIDYBwfsGTTSPuz2kPhEAACAASURBVAjeN2hkSiVAgAABAgQaLVBEcItIeZZlExMTP+LnRYFOmWK70UOPu/gtBO9XV1eXl5dnZ2eL+e7evbvdbgcL1W63FxYWpqamioJPnjxZv9riWy94Xx/NSgIECBDIBQTvPQkECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0FwBwfvmzk7lBAgQIECAAAECfRYQvO8z6CAvl0dHBO8HaezaBAgQIECAAIEfChQR3CLBa6OOwA8FbQUmsLXgfdFEq9WanJzMn4Hx8fG5ubmg0ulnz56dm5srHtH5+fnz588XxdfcKL71QbVWs3jLCBAgQGC0AoL3o/V3dwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDYjoDg/Xb0nEuAAAECBAgQIBCVgOB9g8aZZ0gE7xs0MqUSIECAAAECjRYoIrhFlNdGHYFGDz3u4rcZvF9dXV1eXp6dnS0eg927d7fb7ZGjrX3L/YEDB7ZWVfGtF7zfGqCzCBAgkLKA4H3K09c7AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEmi4geN/0CaqfAAECBAgQIECgbwKC932jHPyF8nyL4P3gpd2BAAECBAgQIPA9gf/8z/8sAsY26gt4eoIV2H7wPm9t7969xfOwf//+Y8eOjbblG2+8sajn2muvPXz48JbrEbzfMp0TCRAgQEDw3jNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAs0VELxv7uxUToAAAQIECBAg0GcBwfs+gw7ycnmYRPB+kMauTYAAAQIECBD4ocBTTz1VpHlt1Bf4oaCtwAT6FbxfWVlptVqTk5P5UzE+Pj43NzeSXs+ePTs3N1c8nBMTE+fPn99OJYL329FzLgECBBIXELxP/AHQPgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBotIHjf6PEpngABAgQIECBAoJ8Cgvf91BzwtfI8ieD9gJldngABAgQIECDwA4EiglvEem3UEfAABSvQr+B9Z4N79+4tnor9+/cfO3as89PBbR89erS47zbfct9ZZPGtP3fuXOdx2wQIECBAoFJA8L6SyAICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCFZA8D7Y0SiMAAECBAgQIEBg2AKC98MW38b98mCJ4P02CJ1KgAABAgQIENiEwHe+853it+Ui4js5Ofl//LwoULAUG5dccskmiC0drsAggvcrKyutVmtycjJ/BsbHxwcdWc/fcj8+Pp7fcftvue8cguB9p4ZtAgQIENiUgOD9prgsJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGgBATvgxqHYggQIECAAAECBEYpUESJRlmEe9cTyIMlgvf1tKwiQIAAAQIECPRBYG5uroiU5xs7d+7sw3VjuUQPTpZlMzMzsTQXYR+DCN7nTMvLy8XDsHv37oWFhXa7PQjBhYWFqamp4l4HDhw4efJkH280oOD98ePH3/GOd/SxTpciQIAAgQAFBO8DHIqSCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCmgOB9TSjLCBAgQIAAAQIE4hcQvG/QjPN4ieB9g0amVAIECBAgQKDpAt/61reKiG+x0fSm+lX/Bz7wgcKk2Pibv/mbfl3fdfouMLjgfV7qyspKq9UqHobx8fFz5871pYu1b7mfn5/vy5V7LtKv4P3x48ff//73FxT5xo//+I8///zzPXe0S4AAAQLRCAjeRzNKjRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBBAcH7BIeuZQIECBAgQIAAgXIBwftylyCP5mkNwfsgh6MoAgQIECBAIFqBnuhslmUnTpyIttvaja2srLziFa/owbn00kufeeaZ2tewcNgCgw7e5/3Mzs4WD8bu3bsXFhba7fZ2Wm232z1vuV9aWtrOBTc4d/vB++PHj19//fWFQLGxY8eOhYWFDW7tIwIECBBouoDgfdMnqH4CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikLCB4n/L09U6AAAECBAgQINAlIHjfxRH2Tp7ZELwPe0qqI0CAAAECBGITKHKzxcZv/dZvxdbk5vv55Cc/WYAUG7/4i7+4+Ss5Y3gCwwner66uLi4u7t27t3gw9u/fv+Umjx49OjMzU1zq8OHDW75UnRO3E7xvtVqdpRY15xsPPvhgnQKsIUCAAIHmCgjeN3d2KidAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABwXvPAAECBAgQIECAAIEfCAjeN+hRyAMbgvcNGplSCRAgQIAAgQgEOl/fXSRpb7rppm2+xLvRMu9+97sLimJjeno6ZZNGDHRowftCo/Prs3v37oWFhZoPyTDfcl9Uu7q6uqng/YkTJ9ZJ2s9n2f/Lsm/k344dO3ZI3Xci2yZAgECsAoL3sU5WXwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhBQPA+hSnrkQABAgQIECBAoJaA4H0tpjAW5bENwfswpqEKAgQIECBAIBWBI0eOFNnyzo2FhYVUCNb0efHFF3dS5Nt/+qd/umahA2EJDD94v7q6uri4OD09XTww+/fvr0Tpecv9tddeW3lKvxbUDN6v83L76SzLI/er30/dvzzLMqn7fo3GdQgQIBC+gOB9+DNSIQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAisJyB4v56M4wQIECBAgAABAskJCN43aOR5WEXwvkEjUyoBAgQIECAQh8BNN91UxIaLjcsvv/zYsWNxNLipLjrD24VGlmX/+7//u6nrWDx8gc7ZDfPuKysrk5OTxdMyNzd37ty59QqYm5sbHx/PF09MTMzPz58/f369xX0/vnHw/sSJExtG7lezLP/fN7JM6r7vw3FBAgQIhC4geB/6hNRHgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAusLCN6vb+MTAgQIECBAgACBxAQE7xs08Dx8InjfoJEplQABAgQIEIhD4Ktf/WrpO95f+cpXxtFg/S5eeOGFW265pUhQd27Uv4iVoxIYVfB+dXV1eXl5dna2eGB27969sLDQ49ButxcWFoo1Bw4cWFpa6lkz6N31gvcnTpyYmZkpauvYKF5xX6TuV/PUfZZlDz744KALdn0CBAgQCEdA8D6cWaiEAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDYrIHi/WTHrCRAgQIAAAQIEohUQvG/QaPN0h+B9g0amVAIECBAgQCAagW9/+9sdUdsfbr7+9a9P503v73znO3/YecfW+Pj4sWPHopl1xI2MMHhfqK6srExOTuaPz/j4+Nzc3Llz586ePTvCt9wXta2urhbB+6NHj9Z7uX1n3n41y7zrvpPTNgECBNISELxPa966JUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQFwCgvdxzVM3BAgQIECAAAEC2xAQvN8G3rBPzdMpgvfDdnc/AgQIECBAgMD3BcbGxjrC5j/cvPnmm5999tnokdrt9g977t6an58Ptv3l5eWP+nlR4A/+4A+K0Y1wZEtLS7fddltRyRXf/yl2T506NcLaiuB9UU/Hxoez7N+yrCdp37n79SzblWXZ2NjYW97ylo/6IUCAAIHEBO64444sy974xjeu+iFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAk0TELxv2sTUS4AAAQIECBAgMDABwfuB0fb/wnnkQ/C+/7KuSIAAAQIECBCoIXDPPfd0RHC7NmdmZmpcoMFLnnvuube85S1dPb+48/M///MXLlwItrdHH330xUr9s0tg5CNbXFzsKijL9uzZc/jw4REW9v73v3/v3r09VWXZz2RZZeQ+j9/vXnOuAwQIECCQnIDg/Qj/Ve7WBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQILBlAcH7LdM5kQABAgQIECBAIDYBwfsGTTT/o8qC9w0amVIJECBAgACByATOnTv3Uz/1U6UBsssuu+yBBx6IrN/V1dUvfvGLU1NTpS1nWXb8+PGQW371q1+dZdlrX/vaN/r5vsDNN99cjHKEg2u32w888MDVV19dFFNs7N69u91uj7C2J554oiime+P6LDu+4evuV7PsgSwby7Ls0ksv3b9/v4eOAAECBNIUGOG/xdyaAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhsWUDwfst0TiRAgAABAgQIEIhNQPC+QRPNgx+C9w0amVIJECBAgACB+AROnDjRHcft2vvlX/7l//qv/4qm6+eee+6iiy7q6rBj5/LLLw+80zx4/3d/93eB1zm08s6cOVMMcGg3XXujmZmZooz8LfeLi4vFkf379x87dmztWcM58t///d95JYcOHZqZmRkb+16QvuNnOsvms+zJ9RP4n8qy731lpqamnnzyyeHU7C4ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBDYpoDg/TYBnU6AAAECBAgQIBCPgOB9g2aZ5z0E7xs0MqUSIECAAAECUQpcc801HUHc3s0rr7wyjq6//OUv7927t7e9F/cnJiYWFxcD71TwvmdAIw/enz17dm5u7sWHKJufnz9//nxeZKvVmpyczD8aHx+fm5vrKX44u0Xw/ty5c6urq0tLS2Xx+2zD+P2n8i6mpqaGU7O7ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYJsCgvfbBHQ6AQIECBAgQIBAPAKC9w2aZZ7fELxv0MiUSoAAAQIECEQpsLS0tHH2/hd+4Re+8Y1vNLr33/iN39jgXfc7d+784he/GH6Dgvc9Mxph8L7dbi8sLExNTRWp+wMHDvSUt7y8PDs7WyxYWFhot9s9awa92xO8z2+3tLTUarXGxsaK2l7cmM6yJ7Nsdc3/vvfS+yzLvPR+0PNyfQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+iIgeN8XRhchQIAAAQIECBCIQUDwvkFTzMMbgvcNGplSCRAgQIAAgYgFnnnmmdtuuy3/DW29/7/nnntOnz7dFITnnnvu/vvvf/nLX75eO/nx17zmNU3pSPC+Z1IjCd73vOV+YmKieMt9T3n57srKSqvVmpyczJ+3HTt2zM7Olq4cxMHS4H3PjZaWlmZmZspy+PMdOfxPZdn34vdTU1Pi9z2AdgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCE1A8D60iaiHAAECBAgQIEBgZAKC9yOj3/yN8+SJ4P3m5ZxBgAABAgQIEBiIQLvd3rFjx8Yx9UsvvXR2dvb48eMDqaB/F3366acrI/dZlr35zW9+9tln+3fbwV5J8L7Hd/jB+7VvuV9aWuqpqnR3eXm585vVarUuXLhQurK/B+sE7/M7Li0ttVqtsvj99Ivx+0/lLcje93dGrkaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQN8FBO/7TuqCBAgQIECAAAECTRUQvG/Q5ATvGzQspRIgQIAAAQKJCPz93//9VVdd1ZkQLt3esWPHI488Mpzk8Gbln3jiibvuuuslL3lJaeWdBz/ykY9s9uKjXS943+M/5OD90aNHi+dnz549hw8f7qln493FxcXp6eniCvv27Tty5MjGp2z/0/rB+/xeefx+ZmZmTQJ/Osvm85fe5++9335trkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEBCQjeDwjWZQkQIECAAAECBJonIHjfoJnlmRNvvG/QyJRKgAABAgQIpCMwNTVVJIQ33rjhhhs+9KEPHT16dIQ4f/Inf3LzzTfv2LFj41LzTy+77LIPf/jDL7zwwggL3tqtBe973IYTvN/yW+57qi12l5eXiwd1165drVZrcH+HxWaD90WR+Uaew18Twv9e+d5732NllwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBcAQE78OZhUoIECBAgAABAgRGLCB4P+IBbOb2edpE8H4zZtYSIECAAAECBIYkcPr06TvvvPOiiy4qEsKVG29729s+85nP/M///M+QSlxdXVxcfPe73935FvHKIt/whjd8/etfH1qF/b2R4H2P5xCC951vuc+ybLNvue8puNhdXFzsfG737dt35MiR4tM+bmwzeJ9XcuLEiUOHDr32ta/t+X79xE/8RBP/Aos+8roUAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJhCgjehzkXVREgQIAAAQIECIxAQPB+BOhbvWUe2xC836qf8wgQIECAAAECAxc4fvz47bff3pO23Xj3oosump6ebrVa//Iv/zKg93h/7nOfu/vuu2dmZjauZO2nr371qwdONsgbCN736A40eH/27Nm5ubni756YmJiYn5/vKWA7uysrK61Wq3hKd+zYcfr06e1csPTcvgTviyv3xO/vueee4iMbBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQCEdA8D6cWaiEAAECBAgQIEBgxAKC9yMewGZun4dMBO83Y2YtAQIECBAgQGAEAvv27SviwZvauOKKK+68884Pf/jDn/3sZ7/xjW9srfQLFy6cPHmy1Wq9/e1v/7mf+7mpqalN1ZAvfuUrX/nJT35yQH8RwNb62sJZgvc9aIML3rfb7c4n7cCBA0tLSz1378vu7Oxs8Tzv2rWr1Wr19yntb/A+b/nEiROHDh269tprn3vuub4guAgBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT6KyB4319PVyNAgAABAgQIEGiwgOB9g4aXJ0wE7xs0MqUSIECAAAECiQvcddddl112WZETDn9jZmbmc5/7XLvdjmNwgvc9cxxE8H6gb7nvqb/YXVlZabVaxRdqdnb29OnTxafb2RhE8H479TiXAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECQxAQvB8CslsQIECAAAECBAg0Q0Dwvhlz+n6VgvcNGpZSCRAgQIAAAQK5wL//+7/Pz89fc801RUg4zI2rrrrq2LFjkU1N8L5noP0N3rfb7YWFheJ5Htxb7nu6KHZnZ2eLu+/atavVal24cKH4dGsbgvdbc3MWAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKNFhC8b/T4FE+AAAECBAgQINBPAcH7fmoO+Fp5qsQb7wfM7PIECBAgQIAAgYEIzM3NXXXVVUVOOJyNAwcOPPTQQ9/97ncH0vZILyp438Pfx+D90aNHZ2Zmisd4z549Pfcazu7i4uL09HRRxr59+7Z5X8H7bQI6nQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBJgoI3jdxamomQIAAAQIECBAYiIDg/UBYB3PRPE8ieD8YXVclQIAAAQIECAxP4Gtf+9qhQ4cuvvjiIjA8zI1rrrnm0UcfjTJp3zNCwfsekO0H73vecp9l2dLSUs9dhr+7vLw8OztbfIl27drVarW2Vobg/dbcnEWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQKMFBO8bPT7FEyBAgAABAgQI9FNA8L6fmgO+luD9gIFdngABAgQIECAwVIFnnnnmn/7pn1qt1u23315khge0cfnll8/MzDz00ENPPfXUUJsc6c0E73v4txm8X/uW+4cffrjnFiPcXVxcnJ6eLr5BR44c2UIxgvdbQHMKAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJNFxC8b/oE1U+AAAECBAgQINA3AcH7vlEO/kKC94M3dgcCBAgQIECAwGgE/vVf//XTn/70fffdd8MNN0xMTBTh4S1vXHzxxdddd90v/dIv3X333UePHn3hhRdG09hI7yp438O/neD92bNnL7roovyBnJiYmJ+fP3/+fM/1R767srIyOTmZF7ljx47Z2dnTp09vqirB+01xWUyAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQBwCgvdxzFEXBAgQIECAAAECfRAQvO8D4rAukQdIDh48OKwbug8BAgQIECBAgEBYAmtz+K973evCKjGkagTve6axheB94G+572mw2F1cXCy+LPv27Tty5Ejx0cYbgvcb+/iUAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEoBQTvoxyrpggQIECAAAECBLYiIHi/FbURnSN4PyJ4tyVAgAABAgQIhCJQZImLDcH7DWYjeN+Ds9ngfedb7rMsC/Mt9z09FrutVmvnzp35N2XHjh2zs7OnT58uPl1vQ/B+PRnHCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCIWEDwPuLhao0AAQIECBAgQGBzAoL3m/Ma6WrB+5HyuzkBAgQIECBAYPQCRd6+2BC832Aqgvc9OPWD9+12e2FhYWpqqnjSDhw40HO18HeXl5dnZ2eLFnbt2nXhwoWNyxa839jHpwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIRCkgeB/lWDVFgAABAgQIECCwFQHB+62ojeicPDFy8ODBEd3fbQkQIECAAAECBEYsUESIiw3B+w1GInjfg1M/eD8zM1M8Y3v27Hn44Yd7LtWg3enp6aKXffv2HTlyZIPiBe83wPERAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKxCgjexzpZfREgQIAAAQIECGxaQPB+02SjOyGPiwjej24C7kyAAAECBAgQGLFAkR8uNgTvNxiJ4H0PzsbB+zject/TcrG7vLw8OztbfHFardaFCxeKT4sNwfuCwgYBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAukICN6nM2udEiBAgAABAgQIVAgI3lcAhfSx4H1I01ALAQIECBAgQGAEAkVsuNgQvN9gDIL3PTgbB+9jest9T+PF7vT0dPHd2bdv35EjR4qP8g3B+x4QuwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIpCAgeJ/ClPVIgAABAgQIECBQS0DwvhZTGIsE78OYgyoIECBAgAABAiMTKDLDxYbg/QbDELzvwVkveH/27Nm5ubnioZqYmDh//nzPuXHsrqystFqtnTt35s3u2LFjdna2szXB+04N2wQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIJCIgeJ/IoLVJgAABAgQIECBQLSB4X20UzIo8HHLw4MFgKlIIAQIECBAgQIDAUAWKaHSxIXi/wQAE73tw1gbvv/KVrxTP0p49ex5++OGeU2Ldfeyxx6anp4ve9+3bd+TIkdXVVcH7WCeuLwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIENhAQvN8Ax0cECBAgQIAAAQJpCQjeN2jeeSxE8L5BI1MqAQIECBAgQKC/AkVOuNgQvN9AWPC+B6czeJ+/5f6iiy7Kn6WI33Lfg1DsrqystFqtnTt35gI7duw4ffq04H3hY4MAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXQEBO/TmbVOCRAgQIAAAQIEKgQE7yuAQvo4D4QI3oc0E7UQIECAAAECBIYqUOTtiw3B+w0GIHjfg9MZvL/66quLp+j2228/depUz+JEdr/1rW8VDlNTU3/0R3+U7547dy4RAW0SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEBA8N4zQIAAAQIECBAgQOAHAoL3DXoU8gSI4H2DRqZUAgQIECBAgEB/BYqEcLEheL+BsOB9D05n8L54hB5++OGeZantPvbYY9PT0wVIviF4n9pjoF8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECKQsI3qc8fb0TIECAAAECBAh0CQjed3GEvZMnQATvw56S6ggQIECAAAECAxToyQZnWSZ4vwG34H0PTmfwPuW33PewFLtvetObiq+Y4H3BYoMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgegFBO+jH7EGCRAgQIAAAQIE6goI3teVCmCd4H0AQ1ACAQIECBAgQGCUAkUquNgQvN9gHoL3PThF8H7Pnj09H9nNBR577LHp6eksywTvPRIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECKQjIHifzqx1SoAAAQIECBAgUCEgeF8BFNLHgvchTUMtBAgQIECAAIERCBR5+2JD8H6DMQje9+CcOXNmYmJifn7+/PnzPR/ZLQRWVlZ27twpeF+A2CBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIHoBwfvoR6xBAgQIECBAgACBugKC93WlAlgneB/AEJRAgAABAgQIEBilQJG3LzYE7zeYh+D9Bjg+IkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECuYDgvSeBAAECBAgQIECAwA8EBO8b9CgI3jdoWEol0hc9gQAAIABJREFUQIAAAQIECAxCoMjbFxuC9xs4C95vgOMjAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQCwjeexIIECBAgAABAgQI/EBA8L5Bj4LgfYOGpVQCBAgQIECAwCAE/r/v/0xNTV199dX59q233jqIG8VxTcH7OOaoCwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYqIDg/UB5XZwAAQIECBAgQKBJAoL3DZqW4H2DhqVUAgQIECBAgMDgBCYmJrIs+9rXvja4W8RxZcH7OOaoCwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAYqIDg/UB5XZwAAQIECBAgQKBJAoL3DZqW4H2DhqVUAgQIECBAgMDgBATva9oK3teEsowAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUhYQvE95+nonQIAAAQIECBDoEhC87+IIe0fwPuz5qI4AAQIECBAgMCQBwfua0IL3NaEsI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGUBQTvU56+3gkQIECAAAECBLoEBO+7OMLeEbwPez6qI0CAAAECBAgMSUDwvia04H1NKMsIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIGUBwfuUp693AgQIECBAgACBLgHB+y6OsHcE78Oej+oIECBAgAABAkMSELyvCS14XxPKMgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBIWUDwPuXp650AAQIECBAgQKBLQPC+iyPsHcH7sOejOgIECBAgQIDAkAQE72tCC97XhLKMAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBFIWELxPefp6J0CAAAECBAgQ6BIQvO/iCHtH8D7s+aiOAAECBAgQIDAkAcH7mtCC9zWhLCNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBlAUE71Oevt4JECBAgAABAgS6BATvuzjC3hG8D3s+qiNAgAABAgQIDElA8L4mtOB9TSjLCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBlAcH7lKevdwIECBAgQIAAgS4BwfsujrB3BO/Dno/qCBAgQIAAAQJDEhC8rwkteF8TyjICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSFlA8D7l6eudAAECBAgQIECgS0Dwvosj7B3B+7DnozoCBAgQIECAwJAEBO9rQgve14SyjAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRSFhC8T3n6eidAgAABAgQIEOgSELzv4gh7R/A+7PmojgABAgQIECAwJAHB+5rQgvc1oSwjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZQFBO9Tnr7eCRAgQIAAAQIEugQE77s4wt4RvA97PqojQIAAAQIECAxJQPC+JrTgfU0oywgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgZQHB+5Snr3cCBAgQIECAAIEuAcH7Lo6wdwTvw56P6ggQIECAAAECQxIQvK8JLXhfE8oyAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhZQPA+5enrnQABAgQIECBAoEtA8L6LI+wdwfuw56M6AgQIECBAgMCQBATva0IL3teEsowAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUhYQvE95+nonQIAAAQIECBDoEhC87+IIe0fwPuz5qI4AAQIECBAgMCQBwfua0IL3NaEsI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGUBQTvU56+3gkQIECAAAECBLoEBO+7OMLeEbwPez6qI0CAAAECBAgMSUDwvia04H1NKMsIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIGUBwfuUp693AgQIECBAgACBLgHB+y6OsHcE78Oej+oIECBAgAABAkMSELyvCS14XxPKMgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBIWUDwPuXp650AAQIECBAgQKBLQPC+iyPsHcH7sOejOgIECBAgQIDAkAQE72tCC97XhLKMAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBFIWELxPefp6J0CAAAECBAgQ6BIQvO/iCHtH8D7s+aiOAAECBAgQIDAkAcH7mtCC9zWhLCNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBlAUE71Oevt4JECBAgAABAgS6BATvuzjC3hG8D3s+qiNAgAABAgQIDElA8L4mtOB9TSjLCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBlAcH7lKevdwIECBAgQIAAgS4BwfsujrB3BO/Dno/qCBAgQIAAAQJDEhC8rwkteF8TyjICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSFlA8D7l6eudAAECBAgQIECgS0Dwvosj7B3B+7DnozoCBAgQIECAwJAEBO9rQgve14SyjAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRSFhC8T3n6eidAgAABAgQIEOgSELzv4gh7R/A+7PmojgABAgQIECAwJAHB+5rQgvc1oSwjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZQFBO9Tnr7eCRAgQIAAAQIEugQE77s4wt4RvA97PqojQIAAAQIECAxJQPC+JrTgfU0oywgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgZQHB+5Snr3cCBAgQIECAAIEuAcH7Lo6wdwTvw56P6ggQIECAAAECQxIQvK8JLXhfE8oyAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEEhZQPA+5enrnQABAgQIECBAoEtA8L6LI+wdwfuw56M6AgQIECBAgMCQBATva0IL3teEsowAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUhYQvE95+nonQIAAAQIECBDoEhC87+IIe0fwPuz5qI4AAQIECBAgMCQBwfua0IL3NaEsI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGUBQTvU56+3gkQIECAAAECBLoEBO+7OMLeEbwPez6qI0CAAAECBAgMSUDwvia04H1NKMsIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIGUBwfuUp693AgQIECBAgACBLgHB+y6OsHcE78Oej+oIECBAgAABAkMSELyvCS14XxPKMgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBIWUDwPuXp650AAQIECBAgQKBLQPC+iyPsHcH7sOejOgIECBAgQIDAkAQE72tCC97XhLKMAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBFIWELxPefp6J0CAAAECBAgQ6BIQvO/iCHtH8D7s+aiOAAECBAgQIDAkAcH7mtCC9zWhLCNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBlAUE71Oevt4JECBAgAABAgS6BATvuzjC3hG8D3s+qiNAgAABAgQIDElA8L4mtOB9TSjLCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBlAcH7lKevdwIECBAgQIAAgS4BwfsujrB3BO/Dno/qCBAgQIAAAQJDEhC8rwkteF8TyjICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSFlA8D7l6eudAAECBAgQIECgS0Dwvosj7B3B+7DnozoCBAgQIECAwJAEBO9rQgve14SyjAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRSFhC8T3n6eidAgAABAgQIEOgSELzv4gh7R/A+7PmojgABAgQIECAwJAHB+5rQgvc1oSwjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZQFBO9Tnr7eCRAgQIAAAQIEugQE77s4wt4RvA97PqojQIAAAQIECAxJQPC+JrTgfU0oywgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgZQHB+5Snr3cCBAgQIECAAIEuAcH7Lo6wd5oevL/pppvCBlYdAQIECBAgQKAZAoL3NeckeF8TyjICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSFlA8D7l6eudAAECBAgQIECgS0Dwvosj7J1GB+9vuummLPPfYmE/YaojQIAAAQIEGiIgeF9zUIL3NaEsI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGUBYQ9Up6+3gkQIECAAAECBLoEBO+7OMLeaW7wPq9c8D7s50t1BAgQIECAQGMEBO9rjkrwviaUZQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQsoDgfcrT1zsBAgQIECBAgECXgOB9F0fYOw0N3ufvus+LDxtYdQQIECBAgACBZggI3teck+B9TSjLCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCBlAcH7lKevdwIECBAgQIAAgS4BwfsujrB3mhi870zde+N92M+X6ggQIECAAIHGCAje1xyV4H1NKMsIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIGUBwfuUp693AgQIECBAgACBLgHB+y6OsHcaF7wvUvdjY2PeeB/2w6U6AgQIECBAoEkCzz///MrKSpMqHlGtOVS73R7R/d2WAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBP5/9u49yq6yvB/4nsl1IGggIRjSEFFDVUStyVpauYSCVqbWFrBBLvVSqFJdiIK60LUIcpESMVIruIIIYgAtxQoRNSJ4V0gsoCsW6xWwwSjpNIQQBzK5nd/PHNlszj7nzDtn77PPPnM+8we8Z5/nfd9nf97NcpzMN4dAFwgI3nfBIWmRAAECBAgQIECgGAHB+2Kcc9mlu4L31W6jKJo8efJll10meJ/LM2ARAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECOAoL3OWJaigABAgQIECBAoLsFBO+76Py6KHgff9b95MmT165dK3jfRY+ZVgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHeERC8752zdqcECBAgQIAAAQKjCAjejwJUpre7JXhfk7qvVCqC92V6jvRCgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEPijgOC9R4EAAQIECBAgQIDAHwUE77voUeiK4H21ySiK1q5dG9sK3scUBgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB8ggI3pfnLHRCgAABAgQIECDQYQHB+w4fwFi2L3/wPvlZ98k7u+iii6rNryzZ169//etkn8YECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZ4SELzvqeN2swQIECBAgAABAs0EBO+b6ZTsvZIH75Op++TH3Vcqlb/927+tNl+2f5522mklO2TtECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSKExC8L87aTgQIECBAgAABAiUXELwv+QEl2ytz8D5O1NdE7qv9C94nz9GYAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFASAcH7khyENggQIECAAAECBDovIHjf+TMI7qC0wfvkZ93XvZs4eF/33Y5cnD59ehRFPvG+I/g2JUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEoiIHhfkoPQBgECBAgQIECAQOcFBO87fwbBHZQzeJ9M3df9uPtKpSJ4H3zICgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECxQkI3hdnbScCBAgQIECAAIGSCwjel/yAku2VMHgfkroXvE8eojEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoDwCgvflOQudECBAgAABAgQIdFhA8L7DBzCW7U8++eRJkyZV4/dF/rOvr6/RdhMnToyiqK+vr/l9lPYT7xvdVxRF8+fPb/KutwgQIECAAAECBAgQIECAAAECBGKBV77ylTfccEPzHxB5lwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECingOB9Oc9FVwQIECBAgAABAh0QELzvAHqGLZ/xjGfEv9Bc2KBJ8D7uYfv27U1uS/A+hjIgQIAAAQIECBAgQIAAAQIECIxXgSY/HfIWAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUFoBwfvSHo3GCBAgQIAAAQIEihYQvC9aPNt+P/zhD/+z8K8bbrjhM/W+Lr/88r322qv6m+Lz589vkr0vbfB+0aJF9e7sD9e+/e1vFy5tQwIECBAgQIBAkED1G7Bly5YFVSsiQIAAAQIECLRZYPr06dXvT7L93MtsAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoDMCgvedcbcrAQIECBAgQIBACQUE70t4KN3V0tDQ0N577x3H7+s2X9rg/WmnnVa3YRcJECBAgAABAmUWqH7rtXLlyjI3qTcCBAgQIECgdwRmzpwpeN87x+1OCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGD8CQjej78zdUcECBAgQIAAAQItCgjetwhnWkJgaGio+tvVURTV/dz7OHj/J6X56u/vj6JI8D5xjIYECBAgQIBA1wgI3nfNUWmUAAECBAj0hoDgfW+cs7skQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXErIHg/bo/WjREgQIAAAQIECIxVQPB+rGLq6wokP/Q+nb2Pg/dxPr8kg7POOqvu7bhIgAABAgQIECizgOB9mU9HbwQIECBAoAcFBO978NDdMgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMJwHB+/F0mu6FAAECBAgQIEAgk4DgfSY+k58UGBoaapK9L2fwfmBg4Mn2/ZsAAQIECBAg0E0CgvfddFp6JUCAAAECPSAgeN8Dh+wWCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGA8Cwjej+fTdW8ECBAgQIAAAQJjEhC8HxOX4uYCQ0ND8UfZJz/3/rLLLqtebz7duwQIECBAgAABAiECgvchSmoIECBAgACBwgQE7wujthEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGiHgOB9O1StSYAAAQIECBAg0JUCgvddeWwlbrru594L3pf4xLRGgAABAgQIdJ+A4H33nZmOCRAgQIDAuBYQvB/Xx+vmCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGD8Cwjej/8zdocECBAgQIAAAQKBAoL3gVDKAgWGhobS2XvB+0A9ZQQIECBAgACBRgIf/vCHT3jyqxq8P/TQQ5+88Id/33LLLY3muk6AAAECBAgQaKuA4H1beS1OgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaLSB4325h6xMgQIAAAQIECHSNgOB91xxVVzU6NDRUzYNFUTR//nzB+646Pc0SIECAAAECpROYNGlSX19f/P1V3cEJJ5xQur41RIAAAQIECPSGgOB9b5yzuyRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBcSsgeD9uj9aNESBAgAABAgQIjFVA8H6sYuoDBeLPvY+i6CMf+Ug1HhY4VxkBAgQIECBAgEBSIE7a71vvq/qu4H1SzJgAAQIECBAoUkDwvkhtexEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgdwFBO9zJ7UgAQIECBAgQIBAtwoI3nfryZW+7w0bNkyfPr0aAxsYGBC8L/2JaZAAAQIECBAor0D1W6n+/v66LQre12VxkQABAgQIEChMQPC+MGobESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBdggI3rdD1ZoECBAgQIAAAQJdKSB435XH1iVNDw0NJT/3Por8f7EuOTltEiBAgAABAiUTELxv7UCe//zn77PPPtdcc01r080iQIAAAQIEAgUE7wOhlBEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgXIKCHuU81x0RYAAAQIECBAg0AEBwfsOoPfYlhs2bKhGxQTve+zk3S4BAgQIECCQm4DgfWuUU6ZMiaLovPPOa226WQQIECBAgECggOB9IJQyAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQTgHB+3Kei64IECBAgAABAgQ6ICB43wH03tty+vTp1bRY7926OyZAgAABAgQI5CAgeN8aouB9a25mESBAgACBsQoI3o9VTD0BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECiVgOB9qY5DMwQIECBAgAABAp0UELzvpH7P7D00NLT33nv7xPueOXA3SoAAAQIECOQsIHjfGqjgfWtuZhEgQIAAgbEKCN6PVUw9AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAolYDgfamOQzMECBAgQIAAAQKdFBC876R+j+09NDTUY3fsdgkQIECAAAEC+QgI3rfmKHjfmptZBAgQIEBgrAKC92MVU0+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEolIHhfquPQDAECBAgQIECAQCcFBO87qW9vAgQIECBAgAABAgECgvcBSHVKBO/roLhEgAABAgTaICB43wZUSxIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgeIEBO+Ls7YTAQIECBAgQIBAyQUE70t+QNojQIAAAQIECBAgIHjf2jMgeN+am1kECBAgQGCsAoL3YxVTT4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIESiUgeF+q49AMAQIECBAgQIBAJwUE7zupb28CBAgQIECAAAECAQKC9wFIdUoE7+uguESAAAECBNogIHjfBlRLEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB4gQE74uzthMBAgQIECBAgEDJBQTvS35A2iNAgAABAgQIECAgeB/+DJx00kl7PvlVdZs8efKTF/7w7+OOOy58NZUECBAgQIBAiIDgfYiSGgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUFoBwfvSHo3GCBAgQIAAAQIEihYQvC9a3H4ECBAgQIAAAQIExiggeB8Itnz58uc+97lVrkb/XLhwYeBqyggQIECAAIFAAcH7QChlBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgnAKC9+U8F10RIECAAAECBAh0QEDwvgPotiRAgAABAgQIECAwFgHB+0CtRmH75HXB+0BMZQQIECBAIFxA8D7cSiUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECihgOB9CQ9FSwQIECBAgAABAp0RELzvjLtdCRAgQIAAAQIECAQLCN4HUsUB+4cffjg95ZBDDomiSPA+LeMKAQIECBDIKCB4nxHQdAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0FkBwfvO+tudAAECBAgQIECgRAKC9yU6DK0QIECAAAECBAgQqCcgeF9Ppc41wfs6KC4RIECAAIH2Cwjet9/YDgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoI0CgvdtxLU0AQIECBAgQIBAdwkI3nfXeemWAAECBAgQIECgBwUE7wMPXfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO/Q6VcpAAAgAElEQVQLBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIDAbgHB+8AHQfA+EEoZAQIECBDIV0DwPl9PqxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYIFBO8LBrcdAQIECBAgQIBAeQUE78t7NjojQIAAAQIECBAgsFtA8D7wQRC8D4RSRoAAAQIE8hUQvM/X02oECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBgAcH7gsFtR4AAAQIECBAgUF4Bwfvyno3OCBAgQIAAAQIECOwWELwPfBAE7wOhlBEgQIAAgXwFBO/z9bQaAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWEDwvmBw2xEgQIAAAQIECJRXQPC+vGejMwIECBAgQIAAAQK7BQTvAx8EwftAKGUECBAgQCBfAcH7fD2tRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQKBnBOLEeJsGs2fPHh4eHvecsd7DDz+cvtlDDjkkiqKFCxem33KFAAECBAgQyCIgeJ9Fz1wCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBxAcH7jh+BBggQIECAAAECBMoiIHhflpPQBwECBAgQIECAQA8LDA4OxqHx3AezZs3avHlzL+jGdIL3vXDc7pEAAQIEyiMgeF+es9AJAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoQUDwvgU0UwgQIECAAAECBMangOD9+DxXd0WAAAECBAgQINBtAkceeWQ1N97X13f++edfn/g6PeDr0ksvTcy4furUqXEKvRc+67562vEtC9532+OvXwIECBDobgHB++4+P90TIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQM8LCN73/CMAgAABAgQIECBA4EkBwfsnJfybAAECBAgQIECAQOcF4uj45MmTW+tmy5Yts2fPrq7TO591X7WK9QTvW3t4zCJAgAABAq0JCN635mYWAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoiYDgfUkOQhsECBAgQIAAAQKdFxC87/wZ6IAAAQIECBAgQIDAkwKDg4NxevxHP/rRk5dD/93LqftKpRLTCd6HPjHqCBAgQIBAHgKC93koWoMAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHRMQPC+Y/Q2JkCAAAECBAgQKJuA4H3ZTkQ/BAgQIECAAAECPS4QZ+8nT5481ux9z37WffWZEbzv8f923D4BAgQIdEpA8L5T8vYlQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQK5CAje58JoEQIECBAgQIAAgfEgIHg/Hk7RPRAgQIAAAQIECIwvgday91u2bImT55s3bx5fJEF3E9++T7wP8lJEgAABAgRyEhC8zwnSMgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoDMCgvedcbcrAQIECBAgQIBACQUE70t4KFoiQIAAAQIECBAgUKlU4hj5qJ97v2XLlh7/rPvqAxOLCd77L4gAAQIECBQpIHhfpLa9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA7gKC97mTWpAAAQIECBAgQKBbBQTvu/Xk9E2AAAECBAgQIDDeBQI/917qPn4QBO9jCgMCBAgQIFCkgOB9kdr2IkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECuQsI3udOakECBAgQIECAAIFuFRC879aT0zcBAgQIECBAgEAPCIRk7+PPuo+iaPPmzT2g0vAWBe8b0niDAAECBAi0U0Dwvp261iZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAm0XELxvO7ENCBAgQIAAAQIEukVA8L5bTkqfBAgQIECAAAECPSsQ58l/9KMfJRF81n1So1KpxFAPP/xwzVuVSuWQQw6JomjhwoXpt1whQIAAAQIEsggI3mfRM5cAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHRcQPC+40egAQIECBAgQIAAgbIICN6X5ST0QYAAAQIECBAgQKCBQN3Pve/B1P3KlSs/3PQrDt4fccQRR6e+pk2bFkXRn/zJnzRd4w9vNjgHlwkQIECAAIH6AoL39V1cJUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECXSIgeN8lB6VNAgQIECBAgACB9gsI3rff2A4ECBAgQIAAAQIEsgqks/ezZ8+u5sxnzZq1efPmrBt0w/w777wzjta3b/BXf/VX3YChRwIECBAgUCIBwfsSHYZWCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDA2AUE78duZgYBAgQIECBAgMA4FRC8H6cH67YIECBAgAABAgTGm0Aye5+MoPdI6r56nBMnTmxf5D6KIqn78fafjfshQIAAgUIEBO8LYbYJAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBol4DgfbtkrUuAAAECBAgQINB1AoL3XXdkGiZAgAABAgQIEOhZgSOPPDIZO589e/bw8HCvaaxZs2bSpElVh+OOOy7j7U+ZMiUmzbiU6QQIECBAoGcFBO979ujdOAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiMDwHB+/Fxju6CAAECBAgQIEAgBwHB+xwQLUGAAAECBAgQIECgKIFq9n7SpEn77rtvD6buq8xr1qyJ0/JZsvdr166N13nVq15V1BnahwABAgQIjDcBwfvxdqLuhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgR6TEDwvscO3O0SIECAAAECBAg0FhC8b2zjHQIECBAgQIAAAQJlFKhmxW+66aYyNldUT/GH3kdRiz/wX7t2bfxx91L3RZ2bfQgQIEBgfAoI3o/Pc3VXBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINAzAi3+Hl7P+LhRAgQIECBAgACBHhIQvO+hw3arBAgQIECAAAEC40KgGrxfuXLluLib1m9izZo1cfx+rJ97H0fuX/3qV7fegZkECBAgQIDAbgHBew8CAQIECBAgQIBAeQQ2btx46qmnvuQlL4l/cFT9YVr8zwMOOODkk0++/fbbW+h5ZGTkve997+GHH77XXnvFCyYHfX19Bx988JIlS1pYPGTK8uXL31bva+PGjSHT69Z86EMfSi95xRVX1C2uufizn/3sIx/5yNy5c5MINePBwcFzzjnny1/+8uOPP14zvZiXIyMjn/vc5/bYY4+axqIo6uvre+lLX3r++ee30MmNN97YviethX5MIUCAAAECBAgQIECAAAECBAgQIJBRQPA+I6DpBAgQIECAAAEC40dA8H78nKU7IUCAAAECBAgQ6A2B6m+ICt5XKpXWsvdr166Nf8u2Nx4Zd0mAAAECBNorIHjfXl+rEyBAgAABAgQIBAgMDw9fddVVhx566IQJE+Kf/DQfXHXVVbt27QpYu7Jz584vf/nLxx577LRp05qvGb979NFH33333SGLj6nm6quvjrdIDq688soxrRMX//a3v60rtnz58rim7mDjxo3Pf/7zkz2MOh4YGFi+fPn69evrLtiOizt37vzMZz4zZ86cUXs744wzAv/yguHh4U996lOHHnroqGvGBeFPWjsQrEmAAAECBAgQIECAAAECBAgQIEAgUEDwPhBKGQECBAgQIECAwPgXELwf/2fsDgkQIECAAAECBMaXQPVXNgXvq6e6Zs2a+HdYQ8557dq1Pu4+BEoNAQIECBAIFxC8D7dSSYAAAQIECBAg0A6B9evX77PPPvHPiMIHr3rVq9atW9e8pS1btjzvec8LXzOu7Ovre+tb3zoyMtJ8/TG9++ijjw4MDMRbxIPDDz98TOvExZdddlm8SDyYMmVKkxT6I4888p73vKduG/EKTQYTJ05cvHhx3EBbB8ccc0yTTmremj179ve+973m/bT1SWu+tXcJECBAgAABAgQIECBAgAABAgQItFtA8L7dwtYnQIAAAQIECBDoGgHB+645Ko0SIECAAAECBAgQ2C1Q/ZVQwfv4cZg0aVLVZHBwML5YdyB1X5fFRQIECBAgkFFA8D4joOkECBAgQIAAAQIZBZYtW1YTog5/OX369P/8z/9s0sCqVavCV0tXthyJb9TSG97whvQufX19jeqbX1+wYEF6teOPP77RrKuvvrq1v+OgZpeXvexl11577datWxttlP36Qw89VLPpqC8nTZrUfN+PfvSjoy7SqGD69OnNF/cuAQIECBAgQIAAAQIECBAgQIAAgc4KCN531t/uBAgQIECAAAECJRIQvC/RYWiFAAECBAgQIECAQIBA9Xc3Be+TVGvWrBk1fr927dr4116Tc40JECBAgACBjAKC9xkBTSdAgAABAgQIEMgokCV4X/150aOPPtqoh4zB+yiKTjrppEaLt3B927Zt8c+4koMWljr33HOTK1THM2bMGBkZSa/20EMPvehFL0rXZ7my3377pTfK5crxxx/fWmP77bffww8/3KiHLMH7KIr233//Jk9ao01dJ0CAAAECBAgQIECAAAECBAgQIFCMgOB9Mc52IUCAAAECBAgQ6AIBwfsuOCQtEiBAgAABAgQIEEgIVH9nVPA+QfKH4Zo1a+Lfph0cHKx512fd14B4SYAAAQIEchQQvM8R01IECBAgQIAAAQItCGQP3p999tmN9s0evI+i6Jvf/Gaj9Vu4Hv8QLDn40Y9+NNalnvOc5yRXqI7f/va3p9d54IEH5s6dmy7OeKVNwfsbb7wxS2MnnHBCWqB6JWPwPoqiJk9ao01dJ0CAAAECBAgQIECAAAECBAgQIFCMgOB9Mc52IUCAAAECBAgQ6AIBwfsuOCQtEiBAgAABAgQIEEgIVH9tVPA+QfLHYfyh91H0tD8FkLpPW7lCgAABAgRyFBC8zxHTUgQIECBAgAABAi0INA/eT5s27cADD9xjjz2ahLEnTZr0i1/8ou7WzYP3AwMDz3nOc/bdd98mi0dRlP5rIuvuFXix7l7vfe97A6fHZXXXueuuu+KCeHDQQQfVLa65OHfu3Oc85znz5s3be++9a96q+7JNwfsmf0fA1KlTFy9efOKJJx5zzDH77bdf3a76+vruvPPO+N6Tg+bB+2nTps2dO7flJy25kTEBAgQIECBAgAABAgQIECBAgACB4gWe9it3xW9vRwIECBAgQIAAAQLlERC8L89Z6IQAAQIECBAgQIBAiMCkSZMmTJiwatWqkOJeq1mzZk0cv6/+QvOUKVPi36DtNQ33S4AAAQIEihEQvC/G2S4ECBAgQIAAAQKNBGqC91deeeWjjz7aqPhVr3pV/MOi5ODP/uzP6k6pCd5fdNFFv/nNb+pWViqV1atXz5gxI7lsPL7tttsazRrr9X/+53+Ol00OvvGNb4QvtW3btuTceJxe4YILLojfrRnMmTPnmmuuSU9JXnnssceuvfbaww8/vGZuFEVtCt6nN4qiqG6WftOmTS972cvS9f39/T//+c+Td1EdJ4P3CxcubPKkbdy48dWvfnV65SiKXvrSl6ZXdoUAAQIECBAgQIAAAQIECBAgQIBAxwUE7zt+BBogQIAAAQIECBAoi4DgfVlOQh8ECBAgQIAAAQIEwgSqH5p03333hZX3XNXq1asnTpxY/a3WI444Iv711te+9rU9Z+GGCRAgQIBAIQKC94Uw24QAAQIECBAgQKChQBy8f97znrdy5cqGdbvfGB4ervv57X19fRs2bEjPjYP3++6775VXXpkuqLly4403xj+PSg4+/vGP11S2/PJ//ud/+vv7k4tXx6eeemr4ml/60pfSK/T19dWs8NOf/jT+ay5r6k855ZTNmzfX1Dd5edddd9Ws0I7g/dq1a2t2qb5s1Ngvf/nLqVOnpqd88IMfTE+Jg/fPe97z0u/WXBkeHv7TP/3T9Mp9fX0PP/xwTbGXBAgQIECAAAECBAgQIECAAAECBDouIHjf8SPQAAECBAgQIECAQFkEBO/LchL6IECAAAECBAgQIBAmIHg/qtPq1atrfqVV6n5UNAUECBAgQKBlAcH7lulMJECAAAECBAgQyEXg+uuvX7hw4aWXXjoyMhKy4Gc+85manx1VX95zzz3p6XfeeeeCBQvOPvvsTZs2pd9NX9mxY8f06dPT619wwQXp4pavHHnkkektnvnMZz7xxBOBa5544onpFQ477LCa6a997WvTZdUrNZUhL//t3/7tWc96VrxgO4L35557brx+PDjggAOatPeOd7wjrowHBx98cHrKDTfcsHDhwg9/+MNbt25Nv5u+smLFinjB5ODuu+9OF7tCgAABAgQIECBAgAABAgQIECBAoLMCgved9bc7AQIECBAgQIBAiQQE70t0GFohQIAAAQIECBAgECAgeB+AVFmzZk31l1mf+9znhtSrIUCAAAECBFoWELxvmc5EAgQIECBAgACBjgjs3LlzwoQJySB0dXzdddfl0k/8R/DJLa699tpcFq8usnnz5oGBgeT61fGxxx4bsst1112XnjtlypRHHnkkOf2UU05Jl0VRdPTRR+/cuTNZOdbxrFmz9t5774MOOmisE5vXb9myZdKkSememwfdd+3alZ4SRTn8mvHOnTsnTpyYXnzFihXNb8S7BAgQIECAAAECBAgQIECAAAECBIoXyOEnYsU3bUcCBAgQIECAAAEC7RCI/9S/HYtbkwABAgQIECBAgACB3AUE7wNJp0yZEkXReeedF1ivjAABAgQIEGhNQPC+NTezCBAgQIAAAQIEOiWwffv2vr6+dBz65ptvzt7SunXr+vv704vfe++92RdPrlD3I+unTJmSrGk0fs1rXpPu8PWvf32yfuPGjZMnT06XDQwMPPDAA8nK8ozjv4sz2fbUqVN37NjRvMlkfTxuPiXk3UZP2he+8IWQ6WoIECBAgAABAgQIECBAgAABAgQIFCkgeF+ktr0IECBAgAABAgRKLSB4X+rj0RwBAgQIECBAgACBlIDgfYqk/gXB+/ourhIgQIAAgbwFBO/zFi3ReiMjIyXqRisECBAgQIAAgZwEfvOb38Th6uTgW9/6VvYdzj777OSa1fH++++/a9eu7IsnV/jKV76S3ijkc9p/97vfTZgwIT135cqVyfVXrFiRromi6KyzzkqWlWp8/fXXp3t+6UtfOmqT6VkhkqMu2+hJ++Y3vznqXAUECBAgQIAAAQIECBAgQIAAAQIEChYQvC8Y3HYECBAgQIAAAQLlFRC8L+/Z6IwAAQIECBAgQIBAPQHB+3oqda4J3tdBcYkAAQIECLRBQPC+DailWHJkZOTAAw8sRSuaIECAAAECBAjkKvDFL36xbtD6V7/6VcZ9Pv3pT9fNtC9ZsiTjyunp27dvr3sX6cqaKx/72MfSE2fOnIrF1IgAACAASURBVFnzly4df/zx6bL+/v5f//rXNQuW5+WSJUvSPZ9yyimjdpielUvwvtGT9stf/nLUlhQQIECAAAECBAgQIECAAAECBAgQKFhA8L5gcNsRIECAAAECBAiUV0DwvrxnozMCBAgQIECAAAEC9QQE7+up1LkmeF8HxSUCBAgQINAGAcH7NqB2fskDDzywmj7qfCs6IECAAAECBAjkKvD73/9++vTp6aD14OBg+D7Dw8OffPLroosu+vu///v58+en16xeufnmm8NXHlNl3R2XLl3afJG6s9asWVMzq27ZRz/60ZqyUr182ctelm770ksvHbXJ9KwoijLG4xs9acccc8yo/SggQIAAAQIECBAgQIAAAQIECBAgULyA4H3x5nYkQIAAAQIECBAoqYDgfUkPRlsECBAgQIAAAQIEGggI3jeAqb0seF8r4jUBAgQIEGiPgOB9e1w7ueoTTzwRR4862Ye9CRAgQIAAAQJtELjwwgvjb3WSg6uuuip8t9/+9rfJuc3H4cuOtfKFL3xheutDDjmk+TrpKQcddFB6SrosiqIf/OAH6cryXJk7d2667WuuuWbUDtOzoij6/ve/P+rEJgWNnrRPfvKTTWZ5iwABAgQIECBAgAABAgQIECBAgECnBATvOyVvXwIECBAgQIAAgdIJCN6X7kg0RIAAAQIECBAgQKCpgOB9U56n3hS8f8rCiAABAgQItFNA8L6duh1Y+4knnjjggAPi6FEHOrAlAQIECBAgQKCdAtOmTYu/1YkHAwMDjz76aPi2gcH7vr6+iy++OHzZsVZecskl8S0kB2vXrm201K5du5KV1fGFF16Yrk+XRVH0+OOPpyvLc2WfffZJt33zzTeP2uHUqVPTE7/2ta+NOrFRwS9+8Yu6T9rUqVM3bdrUaJbrBAgQIECAAAECBAgQIECAAAECBDooIHjfQXxbEyBAgAABAgQIlEtA8L5c56EbAgQIECBAgAABAqMJCN6PJvTH9wXvA6GUESBAgACBjAKC9xkBSzX9wAMPrEkclao9zRAgQIAAAQIEMgq85S1vqflup/py/fr1Y1o5JHh/8sknr1u3bkzLtlD8F3/xF+k7mjt37s6dO+uudsYZZ6Tr61amy6Ko1L95u3379ro9f/3rX697g8mLs2bNSs+97rrrkjVjGqdXi6Jojz32GOuTNqZNFRMgQIAAAQIECBAgQIAAAQIECBDIIlDqH/9luTFzCRAgQIAAAQIECIxVQPB+rGLqCRAgQIAAAQIECHRWQPA+0F/wPhBKGQECBAgQyCggeJ8RsDzTn3jiiTggNDAwUB2Xpz2dECBAgAABAgQyCjT6fPgW8uQhwfsoiqZMmbJs2bK6ba9du3bBGL8WLVqUXurTn/50/C1ccvCtb30rXbx9+/a6CfN0ZaVSSa4Wj+tWxhfjssDBM5/5zHhupVIZo8cfyjds2BCvsHnz5rr7fuc734lrGg3i35pIrrB8+fJG9c2vL126NLlOPD7//PObT/QuAQIECBAgQIAAAQIECBAgQIAAgQ4KCN53EN/WBAgQIECAAAEC5RKI/wi5XG3phgABAgQIECBAgACBBgKC9w1gai8L3teKeE2AAAECBNojIHjfHteiVx0ZGYk/7n7GjBnTpk2rBoSK7sN+BAgQIECAAIH2CFx99dV9fX1xBDo5WLhw4Vj3DAzeV3fZtm1bev0777wz2UPIuCamXl1z8+bN1Z8W1qzwj//4j+lNV61aVVMWRdHUqVPTlR0J3qd7G/XKQw89FDf/u9/9rm796tWr45pGg/g74eQKH/3oRxvVN7l+zTXXNHrS6j4JTZbyFgECBAgQIECAAAECBAgQIECAAIEiBQTvi9S2FwECBAgQIECAQKkFBO9LfTyaI0CAAAECBAgQIJASELxPkdS/sGDBgnnz5n3605+u/7arBAgQIECAQE4Cgvc5QXZymZrU/caNGwXvO3ke9iZAgAABAgTaINDf35/MVMfjZzzjGT/96U/HuuGYgvdvfvObd+3aVbNFXsH7SqVy0kknxbcTD/bee++tW7fWbHrKKafEBfFg8eLFNWXVl3FBclC3Mr6YrAwZ1/xVAiFTamqSwfuNGzfWvFt9+f3vfz/usNHggAMOSM+94oorGtU3un799dc3etL22muvRrNcJ0CAAAECBAgQIECAAAECBAgQIFAGAcH7MpyCHggQIECAAAECBEohIHhfimPQBAECBAgQIECAAIFgAcH7QKqDDz44iqIvfelLgfXKCBAgQIAAgdYEBO9bcyvPrGc/+9lxymjjxo3VxgTvy3NAOiFAgAABAgQyCtxyyy2TJk2Kv+FJDpYtW5Zx8Xj60NDQN77xjenTpyfXj8czZ86Mv9GqTskxeL99+/b99tsv3iseHH/88XF7lUrlhhtuiN+KB/vuu2+jj2GPa5KD5ILpcbIyZJxv8L5SqUyYMCG97x133JFutebKPvvsk55400031ZQ1f7ly5cr0ItUrH/nIR5rP9S4BAgQIECBAgAABAgQIECBAgACBjgsI3nf8CDRAgAABAgQIECBQFgHB+7KchD4IECBAgAABAgQIhAkI3oc5VQTvA6GUESBAgACBjAKC9xkBOzt9ZGQkTgfNmDEjbkbwPqYwIECAAAECBLpa4Ctf+crkyZPjb3iSg/POOy/3W/u///u/o446KrlLPF6yZElyuxyD95VK5d3vfne8UTyYOnVqcsfBwcH4rXhwxhlnJGuS47gmORgeHk7W1IyTlSHj3IP3z3jGM9L7rlq1qqbP9Ms999wzPfErX/lKurLRlVWrVk2ZMiW9SBRFNUffaAXXCRAgQIAAAQIECBAgQIAAAQIECHRWQPC+s/52J0CAAAECBAgQKJGA4H2JDkMrBAgQIECAAAECBAIEBO8DkP5QIngfCKWMAAECBAhkFBC8zwjYwekjIyPxx93PmDEj+SmsgvcdPBdbEyBAgAABAnkJ/Pu//3ujLHQUteuXSH//+9/H32IlY9jPfvazk/eVb/D+3nvvTe4Vj+MdN2zYMHHixPh6PPjBD34Q19QM4prkYM2aNTVlyZfJypBx7sH72bNnp/f9/Oc/n2yy7rivry898dvf/nbd4vTFm266qfgnLd2GKwQIECBAgAABAgQIECBAgAABAgSyCLTrZ6ZZejKXAAECBAgQIECAQEcEBO87wm5TAgQIECBAgAABAi0LCN4H0gneB0IpI0CAAAECGQUE7zMCdmp6nAebMWPGpk2batqoGz1Kh5GKv1LTp5cECBAgQIAAgUYCS5YsafS9yj/8wz/s3Lmz0cTs1x9++OG6WydXXrt27YIxfi1atCi5Qs247o4PPfRQtezlL395uuBDH/pQzSLJl5MmTUpP+cu//MtkTc34k42/PvjBD6ZXqwnej9HjD+UbNmxI9jA4OJje5ZJLLknW1B2nZ0VRtHnz5rrFNRfPO++8utOjKHrLW97S1ietphMvCRAgQIAAAQIECBAgQIAAAQIECGQRELzPomcuAQIECBAgQIDAuBIQvB9Xx+lmCBAgQIAAAQIEekBA8D7wkAXvA6GUESBAgACBjAKC9xkBOzJ9ZGQkTgelU/eVSkXwviPnYlMCBAgQIEAgF4EdO3a87W1vi7/bqRmcffbZu3btymWjJovUbFp92aQ++1v9/f3pTS+99NLqynW/u3vwwQeb7LtgwYL0ghMnTly/fn2TWY3euu+++9Kr1QTvG80Nv37mmWemdzn77LNHXSE9K4pG/zXjHTt2nH766XXn/v/c/llnnVXAkzbqrSkgQIAAAQIECBAgQIAAAQIECBAgECgw+k/EAhdSRoAAAQIECBAgQKDbBQTvu/0E9U+AAAECBAgQINBrAoL3gScueB8IpYwAAQIECGQUELzPCFj89JGRkeTH3ddtII5mvbccX4cddlg10VS3WxcJECBAgAABAkmB448/vlEWOiRNnVyq5XHdBlpeLWTiUUcdld70JS95SXVu+q1RKd73vvfVnXXuueeG9FNTU0zw/vLLL0/3PDg4WNNM+mV61qg+TzzxRJMn7eKLL07v4goBAgQIECBAgAABAgQIECBAgACBMgsI3pf5dPRGgAABAgQIECBQqIDgfaHcNiNAgAABAgQIECCQWUDwPpBQ8D4QShkBAgQIEMgoIHifEbDg6TWp+7ofd5/8xPuC22u03UUXXVRNQzUqcJ0AAQIECBAgUBXYuHFj3RB1FEUTJky48sori4Gq20Nbt7722mvrbvpf//VflUql7lvN+1m9enXdWXvttdeGDRuaz02/W0zw/rbbbkv3PHfu3HQ/NVfSs0YN3i9atKjurOqTVrO+lwQIECBAgAABAgQIECBAgAABAgTKLyB4X/4z0iEBAgQIECBAgEBBAoL3BUHbhgABAgQIECBAgEBOAoL3gZCC94FQyggQIECAQEaB9gXvL7nkkrN9jV3gtNNOW9Dga/LkyXE6qFHkvvo8xJ94n/HxyGt6HLxvcGcLBgcHx05lBgECBAgQGCcCy5Yty+t/c7t6ne9973vxt6bx9zzx4Gtf+1phd3fTTTfF+yYH7W7g5JNPTm5XHc+bN++d73xn+voJJ5wwaj9Lly5NT6xeueyyy0adniwoJnhfqVQOOOCAdM+XX355spma8bp169JTmgTvv//97zd60vbcc88in7SaG/GSAAECBAgQIECAAAECBAgQIECAQBYBwfsseuYSIECAAAECBAiMKwHB+3F1nG6GAAECBAgQIECgBwQE7wMPWfA+EEoZAQIECBDIKBBnTjKuk54+f/78ugEYF5sLHHjggc0LoiiaOXNmGjx5pbTB+0a3NjAw0Ogt1wkQIECAwLgXePGLX5z83/HeHH/2s5+dMmVKo7OeMWNGayy33Xbb0qVLf/azn41p+mGHHZbupK+vb0yLtFC8atWq9L5RFCX/9qW44Etf+tKoWzzyyCPTpk2LpyQHEyZMGHV6sqCw4P2b3vSmZJ/V8WGHHZZspmb8L//yL+kpe+21V01Z9eXnPve5qVOnpuurV9asWVN3losECBAgQIAAAQIECBAgQIAAAQIEyi8geF/+M9IhAQIECBAgQIBAQQKC9wVB24YAAQIECBAgQIBATgKC94GQgveBUMoIECBAgEBGAcH7RqmbTl0XvO+UvH0JECBAgECnBATvK5WK4H2lUhG8r1QqgvcZ//+d6QQIECBAgAABAgQIECBAgAABAj0rIHjfs0fvxgkQIECAAAECBGoFBO9rRbwmQIAAAQIECBAgUG4BwfvA8xG8D4RSRoAAAQIEMgq0KXi/fPnyTkXXun1fwftuP0H9EyBAgACBFgT6+/szflPX1dN37drV19fXyG3+/Pm/+MUvWrvB008/PYqiSZMmvetd79q4cWPIIpdffnndTgr4+xG2b9/+rGc9q+7uNRdnzZq1bdu2kNu58MILa+bGLz/wgQ9s3749ZJFKpVLYJ97/x3/8R9xhctCoz5GRkec+97nJyur4DW94Q3rKqE9aeoorBAgQIECAAAECBAgQIECAAAECBLpFQPC+W05KnwQIECBAgAABAm0XELxvO7ENCBAgQIAAAQIECOQqIHgfyCl4HwiljAABAgQIZBRoU/D+E5/4RBRFg4ODGdszPSkwMjIyb968apRo5syZmzZtSr6bHMfRteTFDo4vuuiiatsd7MHWBAgQIECgnAJHHnlkj/+v5Pvf//6qQPqf++2338c//vFPjuXr17/+dfKgq8H75MqHHXbYZZddds899yTLKpXKtm3bbrnllmRlcrzHHnusX7++Zko7Xv7whz9M7ttofPfdd4fv/q1vfavROtXrn/jEJ9atW1d3we3bt//rv/7rscceOzAwkF7kmc98Zt1ZGS+mN4qiaNGiRb/97W9rVm708MyZM2dkZKSm+AMf+EDdlaMoauFJe/DBB2vW95IAAQIECBAgQIAAAQIECBAgQIBAZwUE7zvrb3cCBAgQIECAAIESCQjel+gwtEKAAAECBAgQIEAgQEDwPgDpDyWC94FQyggQIECAQEYBwfuMgAVPD8zeC94XfC62I0CAAAECLQsI3p9xxhmN4tAtXF+5cmXyLNLB+3jNRYsWnXDCCWecccZpp512xBFH1A2Wx8VLlixJLtvWcbxpo8ELXvCCsTbQaKnk9blz55566qnve9/7zjnnnHe9612ve93rnv/850+ePDlZUzNuU/B+woQJNRtVX+65556nnHLKrbfe+tWvfvW6665797vfXbcsiqKlS5emid75znc2qm/h+i233JLewhUCBAgQIECAAAECBAgQIECAAAECHRQQvO8gvq0JECBAgAABAgTKJSB4X67z0A0BAgQIECBAgACB0QQE70cT+uP7gveBUMoIECBAgEBGAcH7jIDFT6/J3tdtIA7en1uOL5HCusfkIgECBAgQqFQq/leyU8H78Kz17Nmzt2zZUtjjOmpjF1988VibOfXUU0ddtoWCNgXv3/rWt7bQTDxl7ty5w8PDaSLB+7SJKwQIECBAgAABAgQIECBAgAABAuNJQPB+PJ2meyFAgAABAgQIEMgkIHific9kAgQIECBAgAABAoULCN4HkgveB0IpI0CAAAECGQUE7zMCdmr6vHnzquGimTNnbtq0qaaNOHgfB5DKMHjNa15T06eXBAgQIECAgOB9yYP3fX19BT+lRx99dPPv3FrrZ9euXRdccEHzlcf6bpuC95VK5bbbbuvv7x9rP1EUvfOd72zkI3jfSMZ1AgQIECBAgAABAgQIECBAgACB8SEgeD8+ztFdECBAgAABAgQI5CAgeJ8DoiUIECBAgAABAgQIFCggeB+ILXgfCKWMAAECBAhkFBC8zwjYqek1n3tfk72Pc0pTy/S1fPnyTnHZlwABAgQIlFZA8L7MwfsJEyZcccUVBT88n/nMZ5oHzrP0E//lTc23GPXdqVOnvulNb/rBD36QpZnmcz/1qU+N2ka6YPv27Y2WFbxvJOM6AQIECBAgQIAAAQIECBAgQIDA+BAQvB8f5+guCBAgQIAAAQIEchAQvM8B0RIECBAgQIAAAQIEChQQvA/EFrwPhFJGgAABAgQyCgjeZwTs4PQm2ftp06ZVY0gdbM/WBAgQIECAQIiA4H1bg/ef+9zn5syZk45nh1yZM2fOHXfcEXKI+dY89thj1Z8f1m1yYGAgy3aPPfbYBz7wgfh7xbpbjHrx2c9+9tDQUJY2AufuueeeozaTLDj99NObrCx43wTHWwQIECBAgAABAgQIECBAgAABAuNAQPB+HByiWyBAgAABAgQIEMhHQPA+H0erECBAgAABAgQIEChKQPA+UFrwPhBKGQECBAgQyCggeJ8RsLPTR0ZG4qzRzJkz42biMFV8xYAAAQIECBAop4DgfVuD95VKZceOHa997WsnTJgQf9cUMjjrrLMeffTRTj0zp5xySqMmTzzxxOxd/e///u+5557baIsm19/+9rd/4xvf2LFjR/YeQla47777Dj/88Cb9xG/NmTPnxhtvbL6m4H1zH+8SIECAAAECBAgQIECAAAECBAh0u4DgfbefoP4JECBAgAABAgRyExC8z43SQgQIECBAgAABAgQKERC8D2QWvA+EUkaAAAECBDIKCN5nBOz49Lqfey943/Fz0QABAgQIEAgUELwPhMqrbP369atWrbrkkkuOOeaYP//zP3/BC17w4he/+Mgjj3z961//nve8Z8OGDXlt1EXr3H777cuWLTvzzDOPOuqoBU9+HXfccWeeeeYVV1yxbdu2MtzLDTfccOaZZw4ODj5n99fBBx98xBFHfOxjH7vvvvvK0J4eCBAgQIAAAQIECBAgQIAAAQIECHRcQPC+40egAQIECBAgQIAAgbIICN6X5ST0QYAAAQIECBAgQCBMQPA+zKly4oknLlq06Pbbbw+sV0aAAAECBAi0JiB435pbqWals/eC96U6IM0QIECAAIG6Avfdd9+FF1543HHHLdr9deGFF37oQx+qW+kiAQIECBAgQIAAAQIECBAgQIAAAQIECBBoLiB439zHuwQIECBAgAABAj0kIHjfQ4ftVgkQIECAAAECBMaFgOB94DH6xPtAKGUECBAgQCCjgOB9RsCSTK/J3gvel+RctEGAAAECBJoIfPazn42e/jVhwoQm9d4iQIAAAQIECBAgQIAAAQIECBAgQIAAAQKNBATvG8m4ToAAAQIECBAg0HMCgvc9d+RumAABAgQIECBAoMsFBO8DD1DwPhBKGQECBAgQyCggeJ8RsFTT582b9/T4nl+uKNX5aIYAAQIECDxNQPD+aRxeECBAgAABAgQIECBAgAABAgQIECBAgEAGAX82nAHPVAIECBAgQIAAgfElIHg/vs7T3RAgQIAAAQIECIx/AcH7wDMWvA+EUkaAAAECBDIKCN5nBCzV9OTn3lcT+KVqTzMECBAgQIBAUkDwPqlhTIAAAQIECBAgQIAAAQIECBAgQIAAAQJZBATvs+iZS4AAAQIECBAgMK4EBO/H1XG6GQIECBAgQIAAgR4QELwPPGTB+0AoZQQIECBAIKOA4H1GwLJNHx4enjNnTvy592VrTz8ECBAgQIBALCB4H1MYECBAgAABAgQIECBAgAABAgQIECBAgEBGAcH7jICmEyBAgAABAgQIjB8Bwfvxc5buhAABAgQIECBAoDcEBO8Dz1nwPhBKGQECBAgQyCggeJ8RsITTh4eHBe9LeC5aIkCAAAECNQKC9zUgXhIgQIAAAQIECBAgQIAAAQIECBAgQIBAywKC9y3TmUiAAAECBAgQIDDeBATvx9uJuh8CBAgQIECAAIHxLiB4H3jCgveBUMoIECBAgEBGAcH7jIDlnD4yMjJv3rwo8ssV5TwfXREgQIAAgT8ICN57DggQIECAAAECBAgQIECAAAECBAgQIEAgLwF/NpyXpHUIECBAgAABAgS6XkDwvuuP0A0QIECAAAECBAj0mIDgfeCBC94HQikjQIAAAQIZBQTvMwKWdno1e1/a9jRGgAABAgQICN57BggQIECAAAECBAgQIECAAAECBAgQIEAgLwHB+7wkrUOAAAECBAgQIND1AoL3XX+EboAAAQIECBAgQKDHBATvAw9c8D4QShkBAgQIEMgoIHifEbDM04eHh8vcnt4IECBAgECPCwje9/gD4PYJECBAgAABAgQIECBAgAABAgQIECCQo4DgfY6YliJAgAABAgQIEOhuAcH77j4/3RMgQIAAAQIECPSegOB94JkL3gdCKSNAgAABAhkFBO8zAppOgAABAgQIEGhNQPC+NTezCBAgQIAAAQIECBAgQIAAAQIECBAgQCAtIHifNnGFAAECBAgQIECgRwUE73v04N02AQIECBAgQIBA1woI3gceneB9IJQyAgQIECCQUUDwPiOg6QQIECBAgACB1gQE71tzM4sAAQIECBAgQIAAAQIECBAgQIAAAQIE0gKC92kTVwgQIECAAAECBHpUQPC+Rw/ebRMgQIAAAQIECHStgOB94NEJ3gdCKSNAgAABAhkFBO8zAppOgAABAgQIEGhNQPC+NTezCBAgQIAAAQIECBAgQIAAAQIECBAgQCAtIHifNnGFAAECBAgQIECgRwUE73v04N02AQIECBAgQIBA1woI3gceneB9IJQyAgQIECCQUUDwPiOg6QQIECBAgACB1gQE71tzM4sAAQIECBAgQIAAAQIECBAgQIAAAQIE0gKC92kTVwgQIECAAAECBHpUQPC+Rw/ebRMgQIAAAQIECHStgOB94NEJ3gdCKSNAgAABAhkFBO8zAppOgAABAgQIEGhNQPC+NTezCBAgQIAAAQIECBAgQIAAAQIECBAgQCAtIHifNnGFAAECBAgQIECgRwUE73v04N02AQIECBAgQIBA1woI3gceneB9IJQyAgQIECCQUUDwPiOg6QQIECBAgACB1gQE71tzM4sAAQIECBAgQIAAAQIECBAgQIAAAQIE0gKC92kTVwgQIECAAAECBHpUQPC+Rw/ebRMgQIAAAQIECHStgOB94NEJ3gdCKSNAgAABAhkFBO8zAppOgAABAgQIEGhNQPC+NTezCBAgQIAAAQIECBAgQIAAAQIECBAgQCAtIHifNnGFAAECBAgQIECgRwUE73v04N02AQIECBAgQIBA1woI3gceneB9IJQyAgQIECCQUUDwPiOg6QQIECBAgACBEIHHH3/8wQcfvOuuu1auXLl06dIlS5a87nWvi57+1dfXd8455yxbtmzFihVf/epX165du2PHjpDF1RAgQIAAAQIECBAgQIAAAQIECBAgQIBAjwsI3vf4A+D2CRAgQIAAAQIEnhIQvH/KwogAAQIECBAgQIBANwgI3geekuB9IJQyAgQIECCQUUDwPiOg6QQIECBAgACBugIbN25cvXr1Oeecc9xxx73whS98esQ+9FV/f/+znvWsl7/85ZdccskXvvCFn/zkJ3X3cpEAAQIECBAgQIAAAQIECBAgQIAAAQIEelxA8L7HHwC3T4AAAQIECBAg8JSA4P1TFkYECBAgQIAAAQIEukFA8D7wlATvA6GUESBAgACBjAKC9xkBTSdAgAABAgQIxAKPPfbYN7/5zYsvvni//fYLzdaPse6FL3zhqaeeetVVV/34xz+O9zUgQIAAAQIECBAgQIAAAQIECBAgQIAAgR4XELzv8QfA7RMgQIAAAQIECDwlIHj/lIURAQIECBAgQIAAgW4QELwPPCXB+0AoZQQIECBAIKOA4H1GQNMJECBAgACBXhb47//+76OPPnry5MljjM/nXP7mN7/5xhtvfOSRR3r5LNw7AQIECBAgQIAAAQIECBAgQIAAAQIEellA8L6XT9+9EyBAgAABAgQIPE1A8P5pHF4QIECAAAECBAgQKL2A4H3gEQneB0IpI0CAAAECGQUE7zMCmk6AAAECBAj0oMADDzxw4YUXHnTQQTkH6LMtN2HChMHBF93xqgAAIABJREFUweHh4R48EbdMgAABAgQIECBAgAABAgQIECBAgACBHhcQvO/xB8DtEyBAgAABAgQIPCUgeP+UhREBAgQIECBAgACBbhAQvA88JcH7QChlBAgQIEAgo4DgfUZA0wkQIECAAIGeEnj00UdXrFjR19eXLSPfxtkDAwOLFy++9dZbe+pc3CwBAgQIECBAgAABAgQIECBAgAABAgR6XEDwvscfALdPgAABAgQIECDwlIDg/VMWRgQIECBAgAABAgS6QUDwPvCUBO8DoZQRIECAAIGMAoL3GQFNJ0CAAAECBHpH4PTTTx8YGGhjaD7XpT/+8Y9v2bKld07HnRIgQIAAAQIECBAgQIAAAQIECBAgQKCXBQTve/n03TsBAgQIECBAgMDTBATvn8bhBQECBAgQIECAAIHSCwjeBx6R4H0glDICBAgQIJBRQPA+I6DpBAgQIECAwPgW+OpXv7pgwYKWE/H777//UUcd9U//9E+f//znv/vd7/7sZz977LHHRhXbuXPn7373ux//+MfXXXfdBRdccNJJJ02bNq3lHiZPnrxu3bpRN1VAgAABAgQIECBAgAABAgQIECBAgAABAt0rIHjfvWencwIECBAgQIAAgZwFBO9zBrUcAQIECBAgQIAAgTYLCN4HAgveB0IpI0CAAAECGQUE7zMCmk6AAAECBAiMY4F77723hbh7f3//aaeddvXVV99999054qxbt+6OO+74m7/5m1mzZo21q4GBgXPOOWfTpk059mMpAgQIECBAgAABAgQIECBAgAABAgQIECiPgOB9ec5CJwQIECBAgAABAh0WELzv8AHYngABAgQIECBAgMAYBQTvA8EE7wOhlBEgQIAAgYwCgvcZAU0nQIAAAQIExqXAgw8+ePLJJ/f394dH3F/xilecf/75t99+++bNm9ttcv/9999www1z584Nby+KohkzZoyMjLS7N+sTIECAAAECBAgQIECAAAECBAgQIECAQPECgvfFm9uRAAECBAgQIECgpAKC9yU9GG0RIECAAAECBAgQaCAgeN8Apvay4H2tiNcECBAgQKA9AoL37XG1KgECBAgQINCtAr/61a8WLVoUEmifOnXq4sWLt23b1vFbfeSRRz75yU8eeuihfX19o3be39//tre9reM9a4AAAQIECBAgQIAAAQIECBAgQIAAAQIEchQQvM8R01IECBAgQIAAAQLdLSB4393np3sCBAgQIECAAIHeExC8DzxzwftAKGUECBAgQCCjgOB9RkDTCRAgQKCrBbZv397V/Ws+d4GlS5dOnTp11Oz6kUceee211z722GO5N5BxwZ///Odz584dtf8oilavXp1xL9MJECBAgAABAgQIECBAgAABAgQIECBAoDwCgvflOQudECBAgAABAgQIdFhA8L7DB2B7AgQIECBAgAABAmMUELwPBBO8D4RSRoAAAQIEMgoI3mcENJ0AAQIEulfgzDPPvO6667q3f53nLrB58+ZRI+uTJ09evHhx7lvnuODOnTtvvfXWV7ziFc3vZeLEiUuXLs1xX0sRIECAAAECBAgQIECAAAECBAgQIECAQAcFBO87iG9rAgQIECBAgACBcgkI3pfrPHRDgAABAgQIECBAYDQBwfvRhP74vuB9IJQyAgQIECCQUUDwPiOg6QQIECDQjQL33HPPG9/4xn333ffxxx/vxv713A6Bn/zkJ/Pnz28eVn//+9+/fv36duzejjVf97rX9fX1Nb+j0047bevWre3Y3ZoECBAgQIAAAQIECBAgQIAAAQIECBAgUKSA4H2R2vYiQIAAAQIECBAotYDgfamPR3MECBAgQIAAAQIEUgKC9ymS+hcE7+u7uEqAAAECBPIWELzPW9R6BAgQIFBSga1bt65YsSIZQh4aGippr9oqVuCaa67p7+9PPhvJcV9f3+LFi3/1q18V21Seu91xxx3JO0qP77///jz3sxYBAgQIECBAgAABAgQIECBAgAABAgQIFC4geF84uQ0JECBAgAABAgTKKiB4X9aT0RcBAgQIECBAgACB+gKC9/VdUlcF71MkLhAgQIAAgbYICN63hdWiBAgQIFAygaVLl86ePbsmb1yyHrXTMYEmqfsoir773e92rLP8Nr744ounTJlS859A/HLevHkPPPBAfrtZiQABAgQIECBAgAABAgQIECBAgAABAgSKFhC8L1rcfgQIECBAgAABAqUVELwv7dFojAABAgQIECBAgEBdAcH7uizpi4L3aRNXCBAgQIBAOwQE79uhak0CBAgQKI/A/ffff+aZZ8YB43jQ399fniZ10kGBq666Kn4qagb9/f1ve9vbOthbvlv/5Cc/efnLX15zj/HLuXPn/vKXv8x3R6sRIECAAAECBAgQIECAAAECBAgQIECAQGECgveFUduIAAECBAgQIECg7AKC92U/If0RIECAAAECBAgQeLqA4P3TPRq+ErxvSOMNAgQIECCQq4Dgfa6cFiNAgACBUgjs3Lnz1ltvjRPFdQd33XVXKXrVROcE7r333oGBgbqPRxRFGzZs6Fxrbdz5O9/5zqxZsxrd9datW9u4t6UJECBAgAABAgQIECBAgAABAgQIECBAoG0Cgvdto7UwAQIECBAgQIBAtwkI3nfbiemXAAECBAgQIECg1wUE7wOfAMH7QChlBAgQIEAgo4DgfUZA0wkQIECgbALLly+fP39+o1xx9forX/nKsrWtn+IF4j9mTT8t4+mD7tOw69atW7hwYfquoyh685vfnK53hQABAgQIECBAgAABAgQIECBAgAABAgTKLyB4X/4z0iEBAgQIECBAgEBBAvFvhBS0n20IECBAgAABAgQIEMgmIHgf6Cd4HwiljAABAgQIZBQQvM8IaDoBAgQIlEdgaGho6dKldePENRdvueWW8rStk44IbNu2reapqL7s7++/8sorO9JSkZsODw/Xvf0oipYvX15kJ/YiQIAAAQIECBAgQIAAAQIECBAgQIAAgVwEBO9zYbQIAQIECBAgQIDAeBAQvB8Pp+geCBAgQIAAAQIEeklA8D7wtAXvA6GUESBAgACBjAKC9xkBTSdAgACBjgvcc889b3zjGxuliNPXeyFW3fFDKXkD999//8DAQPrZ6O/vL3nnObb3xBNPDA4OphGiKHrNa16T40aWIkCAAAECBAgQIECAAAECBAgQIECAAIECBATvC0C2BQECBAgQIECAQHcICN53xznpkgABAgQIECBAgMCTAoL3T0qM8m/B+1GAvE2AAAECBHISELzPCdIyBAgQINABgZtvvvmVr3xl3eRwo4v77rvv448/3oFebVkmgb/+67+u+4QsXbq0TG22vZfHH398wYIFdSluuummtm9vAwIECBAgQIAAAQIECBAgQIAAAQIECBDIT0DwPj9LKxEgQIAAAQIECHS5gOB9lx+g9gkQIECAAAECBHpOQPA+8MgF7wOhlBEgQIAAgYwCgvcZAU0nQIAAgY4IbN26dcWKFXUDw80vXnDBBR1p2KblEfjCF75Q9yH5u7/7u127dpWnz2I6efDBB+PvBpMsc+bMKaYBuxAgQIAAAQIECBAgQIAAAQIECBAgQIBALgKC97kwWoQAAQIECBAgQGA8CAjej4dTdA8ECBAgQIAAAQK9JCB4H3jagveBUMoIECBAgEBGgThqlXGdmumf+MQnoigaHBysue4lAQIECBDILrB06dLZs2cnQ8Lh46GhoewNWKGrBV70ohelH5gXvehFW7Zs6er7arn5r3/962mQKPIrmi2LmkiAAAECBAgQIECAAAECBAgQIECAAIEOCPipbgfQbUmAAAECBAgQIFBOAcH7cp6LrggQIECAAAECBAg0EhC8byRTc13wvgbESwIECBAg0CYBwfs2wVqWAAECBPIVuPPOO4877rj+/v66CeH0xfhP0JJv9ff359uV1bpO4Nhjj00+EtXxO97xjq67kXwb3n///dMsX/ziF/PdxWoECBAgQIAAAQIECBAgQIAAAQIECBAg0D4Bwfv22VqZAAECBAgQIECgywTiXxvqsr61S4AAAQIECPw/9u48Pqrq/v/4yUwSFsMmgoiChGXA9ivyVcEF9CuFb4EqStUvtLVqf9Kmai1qBa0tmtai4lIfoEIqfLVFQdlUiFuLLYi1fJHNKlTqUhQqAWTLSEKAJHN/rbfcXu+528y9M3Nm5sUf7Z0zZ/mc55mJjM47FwEEEChUAYL3Pk+e4L1PKLohgAACCCAQUIDgfUBAhiOAAAIIpFugubm5urpaTgU7tQwePLi6unrKlClyh8suuyzd1TK/4gLRaFR+Yezfv1/xstNd3pNPPimzDB8+PN3rMj8CCCCAAAIIIIAAAggggAACCCCAAAIIIIBAWAIE78OSZB4EEEAAAQQQQACBnBcgeJ/zR8gGEEAAAQQQQAABBApMgOC9zwMneO8Tim4IIIAAAggEFCB4HxCQ4QgggAACaRWYM2fOKaecIkeCbVsikchFF12kadqhQ4dOOOEEuc+qVavSWi2Tqy8gvyqE4LuIWlNTU3l5uQWnqKjo73//u/pnSoUIIIAAAggggAACCCCAAAIIIIAAAggggAACmqbxL7t5GSCAAAIIIIAAAggg8C8Bgve8FBBAAAEEEEAAAQQQyC0Bgvc+z4vgvU8ouiGAAAIIIBBQgOB9QECGI4AAAgiELvC3v/1twoQJ+sdnSxLY9uHxxx9fWVlplJFIJPRPlJbOzz//vNGHi8IU2Ldvn+VVIYT45je/WZgall3v379fftNdeumllm48RAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEFBTgOC9mudCVQgggAACCCCAAAJZECB4nwV0lkQAAQQQQAABBBBAIIAAwXufeATvfULRDQEEEEAAgYACBO8DAjIcAQQQQCBcgXXr1kWjUTkdbdvSp0+fadOmHTx40FzDiy++KHeOxWLNzc3mblwXoMBvf/tb+bVRXV1dgBS2W/76179u8TnhhBNse9KIAAIIIIAAAggggAACCCCAAAIIIIAAAgggoJoAwXvVToR6EEAAAQQQQAABBLImQPA+a/QsjAACCCCAAAIIIIBASgIE732yEbz3CUU3BBBAAAEEAgoQvA8IyHAEEEAAgbAEnnvuuXPPPdeS+3V/+MADD6xYsaKurs5cw9ChQ+VRVVVV5j5cF6bAxIkTLa+NaDS6ePHiF/nzucAPfvADi48QYtOmTYX5amHXCCCAAAIIIIAAAggggAACCCCAAAIIIIBAbgkQvM+t86JaBBBAAAEEEEAAgTQKELxPIy5TI4AAAggggAACCCCQBgGC9z5RCd77hKIbAggggAACAQUI3gcEZDgCCCCAQHCBgwcPVlVVyYlfny3Lly8312A76uDBg+Y+XBemQNu2bW1fHjS6CIwfP74wXy3sGgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQyC0Bgve5dV5UiwACCCCAAAIIIJBGAYL3acRlagQQQAABBBBAAAEE0iBA8N4nKsF7n1B0QwABBBBAIKAAwfuAgAxHAAEEEAgisH379n79+kUiEZfcr/tTffr0MRfw0Ucfyf1btWpl7sN1wQq0aNFCfnnQ4i5w4YUXFuwLho0jgAACCCCAAAIIIIAAAggggAACCCCAAAI5JEDwPocOi1IRQAABBBBAAAEE0itA8D69vsyOAAIIIIAAAggggEDYAgTvfYoSvPcJRTcEEEAAAQQCChC8DwjIcAQQQACB4AKfffbZypUrr7jiihRC+F/96lfffvvtJ554YtKkSZqm3XjjjXKK+LrrrgteJDPkgUBpaan88qDFXeCrX/1qHhw9W0AAAQQQQAABBBBAAAEEEEAAAQQQQAABBPJegOB93h8xG0QAAQQQQAABBBDwK0Dw3q8U/RBAAAEEEEAAAQQQUEOA4L3PcyB47xOKbggggAACCAQUIHgfEJDhCCCAAALhCnz22WcPPfRQCiH8E044Yd++fWVlZZYUcSQSef/998MtktlyVKB3796WlwcPPQXuuuuuHD1uykYAAQQQQAABBBBAAAEEEEAAAQQQQAABBApKgOB9QR03m0UAAQQQQAABBBBwEyB476bDcwgggAACCCCAAAIIqCdA8N7nmRC89wlFNwQQQAABBAIKELwPCMhwBBBAIG8EtmzZ8vvf//6OO+645pprLrnkklNOOaXn5386deqkXwwYMOAb3/jGDTfccP/99y9cuDAej2dy76+99trdd99t/GPLNi0ciUTk9lWrVmWyTtZSWYDgvfwG8WwheK/yS5raEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABQ4DgvUHBBQIIIIAAAggggEChCxC8L/RXAPtHAAEEEEAAAQQQyDUBgvc+T4zgvU8ouiGAAAIIIBBQwEgwBpzHMnzGjBlCiFGjRlnaeYgAAgggoJTAhx9++OSTTw4ZMqRt27ae+Vu5Q3l5+SWXXLJs2bLPPvss3fuqq6s7//zz5RrcWwYPHpzuwpg/hwQI3ru/X2yfJXifQ69wSkUAAQQQQAABBBBAAAEEEEAAAQQQQACBQhYgeF/Ip8/eEUAAAQQQQAABBL4gQPD+Cxw8QAABBBBAAAEEEEBAeQGC9z6PiOC9Tyi6IYAAAgggEFCA4H1AQIYjgAACuSjw6aefzp07t0uXLrY52xQao9Ho6aefvnLlysbGxjSBpJC6F0I899xzaaqHaXNRQA7ef+tb33qWPyYB+e1P8D4XX+rUjAACCCCAAAIIIIAAAggggAACCCCAAAIFKEDwvgAPnS0jgAACCCCAAAII2AsQvLd3oRUBBBBAAAEEEEAAAVUFCN77PBmC9z6h6IYAAggggEBAAYL3AQEZjgACCOSWQE1NzZAhQyKRiByvDaWlffv23/nOd15++eVwWerq6lIoLxaLNTc3h1sJs+W0gBy8nzJlSk7vKPTi5TcawfvQkZkQAQQQQAABBBBAAAEEEEAAAQQQQAABBBBIhwDB+3SoMicCCCCAAAIIIIBATgoQvM/JY6NoBBBAAAEEEEAAgQIWIHjv8/AJ3vuEohsCCCCAAAIBBQjeBwRkOAIIIKC+wO7duzt37iznaTPQMnjw4EQiEYSorq4utXvdCyEOHjwYZGnG5p8AwXvPM5V/LBC890SjAwIIIIAAAggggAACCCCAAAIIIIAAAgggoIIAwXsVToEaEEAAAQQQQAABBJQQIHivxDFQBAIIIIAAAggggAACvgUI3vukInjvE4puCCCAAAIIBBQgeB8QkOEIIICAygK7du2qrKxs166dHKbNWMuXv/zlOXPmNDY2pgblkrqXQ9SWTaW2IqPyWEB+zXDHe8txW95EQgiC9xYiHiKAAAIIIIAAAggggAACCCCAAAIIIIAAAmoKELxX81yoCgEEEEAAAQQQQCALAgTvs4DOkggggAACCCCAAAIIBBAgeO8Tj+C9Tyi6IYAAAgggEFCA4H1AQIYjgAACygp8/PHHrVq1kmO0WWkpLy+fNm1aslZ1dXVO1fbp0+eTTz5xelYI0bp162SXo3/eCxC89zxi+T1F8N4TjQ4IIIAAAggggAACCCCAAAIIIIAAAggggIAKAgTvVTgFakAAAQQQQAABBBBQQoDgvRLHQBEIIIAAAggggAACCPgWIHjvk4rgvU8ouiGAAAIIIBBQgOB9QECGI4AAAqoJPPPMM127dpXTsy4tI0aM+OlPf7pgwYLNmzf73M7+/furqqq+//3v9+/f32Vm+amLLrpoy5YtnqvU1dW53Ov+k08+0WeQ59dbIpHIBx984LkKHQpNgOC954nL7ymC955odEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBFQQIHivwilQAwIIIIAAAggggIASAgTvlTgGikAAAQQQQAABBBBAwLcAwXufVATvfULRDQEEEEAAgYACBO8DAjIcAQQQUErgr3/9q5ybdWoZPnz4gw8++PbbbwfcwssvvzxhwoRYLOa0kKW9VatWhw4dclnUPXXfp08fY6xlZuPhZZddZvThAgFDgOC9QeF0YbyJjAuC905WtCOAAAIIIIAAAggggAACCCCAAAIIIIAAAkoJELxX6jgoBgEEEEAAAQQQQCCbAgTvs6nP2ggggAACCCCAAAIIJC9A8N6nGcF7n1B0QwABBBBAIKAAwfuAgAxHAAEEFBFoamr62c9+1qJFCyMu63TRsmXLMWPGzJs3L/TK77rrLv2jnNPSRnufPn3eeOMNpwJc7nXfp08f43b3mqY57XfVqlVOk9NeyAIE7z1P33iTGhcE7z3R6IAAAggggAACCCCAAAIIIIAAAggggAACCKggQPBehVOgBgQQQAABBBBAAAElBAjeK3EMFIEAAggggAACCCCAgG8Bgvc+qQje+4SiGwIIIIAAAgEFCN4HBGQ4AgggoILA73//eyMl63QxePDg6urqRCKRmYKnTZt2wgknOBVjtA8bNsxcj8u97i2Re33U97//fWMq4+L55583z8k1AoYAwXuDwunCeB8ZFwTvnaxoRwABBBBAAAEEEEAAAQQQQAABBBBAAAEElBIgeK/UcVAMAggggAACCCCAQDYFCN5nU5+1EUAAAQQQQAABBBBIXoDgvU8zgvc+oeiGAAIIIIBAQAGC9wEBGY4AAghkV6CxsbGysjISiRgpWduL6urqzNd56NChxx57zLYec+Prr7+u1+aSuhdCmG90b+xl1qxZ5qn06+bmZqMDFwiYBQjemzVsr+U3FMF7WygaEUAAAQQQQAABBBBAAAEEEEAAAQQQQAAB1QQI3qt2ItSDAAIIIIAAAgggkDUBgvdZo2dhBBBAAAEEEEAAAQRSEiB475ON4L1PKLohgAACCCAQUIDgfUBAhiOAAALZFTj//PPloKy5ZejQoWvWrMlikTNmzOjYsaO5JMt1cXHxww8/rGmay1769Olju4UNGzZYZhOC75XZUtH4TwGC956vA/kNRfDeE40OCCCAAAIIIIAAAggggAACCCCAAAIIIICACgL8BxIVToEaEEAAAQQQQAABBJQQIHivxDFQBAIIIIAAAggggAACvgUI3vukInjvE4puCCCAAAIIBBQgeB8QkOEIIIBAFgVqamrklKy5Zc6cOYlEIosV6kvv27dvwoQJkUjEXJvl+rrrrrO0GA9jsZjt7e41TTty5EjLli2NnkKIzp07Z32/FKCsAMF7z6Mxv5v0a4L3nmh0QAABBBBAAAEEEEAAAQQQQAABBBBAAAEEVBAgeK/CKVADAggggAACCCCAgBICBO+VOAaKQAABBBBAAAEEEEDAtwDBe59UBO99QtENAQQQQACBgAIE7wMCMhwBBBDIisCaNWs6deokR2T1llNOOWX9+vVZKcx90QceeKC0tNSpbNv27du3u8957bXXGgNbt269e/du9/48W8gCBO89T994NxkXBO890eiAAAIIIIAAAggggAACCCCAAAIIIIAAAgioIEDwXoVToAYEEEAAAQQQQAABJQQI3itxDBSBAAIIIIAAAggggIBvAYL3PqkI3vuEohsCCCCAAAIBBQjeBwRkOAIIIJB5gT/84Q9lZWVGLNZycdVVV9XV1WW+Kp8rvvnmmz169LDU7PQwFot5Tjt79mxj+PXXX+/Znw6FLEDw3vP0jXeTcUHw3hONDggggAACCCCAAAIIIIAAAggggAACCCCAgAoCBO9VOAVqQAABBBBAAAEEEFBCgOC9EsdAEQgggAACCCCAAAII+BYgeO+TiuC9Tyi6IYAAAgggEFCA4H1AQIYjgAACmRdo06aNkYm1XLRs2TLz9SS7Yjwet5Rt+zAWi3ne7l7TtA0bNujDI5HIBx98kGwx9C8oAYL3nsctvxkJ3nui0QEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEFBBgOC9CqdADQgggAACCCCAAAJKCBC8V+IYKAIBBBBAAAEEEEAAAd8CBO99UhG89wlFNwQQQAABBAIKELwPCMhwBBBAIJMC27dvd7pd/KBBg3bv3p3JYgKutXTp0mg0Kqd8hRDt27f3E7k3CjjzzDOFEKtWrTJauEDAVoDgvS2LuVF+SxK8N/twjQACCCCAAAIIIIAAAggggAACCCCAAAIIKCtA8F7Zo6EwBBBAAAEEEEAAgUwLELzPtDjrIYAAAggggAACCCAQTIDgvU8/gvc+oeiGAAIIIIBAQAGC9wEBGY4AAghkTKC2tnbAgAFyLFZvOXDgQMYqCb5QPB4/++yznfYihLj77rv9r3LttdcKwdfJ/IMVbk+C955nL78rCd57otEBAQQQQAABBBBAAAEEEEAAAQQQQAABBBBQQYD/UqLCKVADAggggAACCCCAgBICBO+VOAaKQAABBBBAAAEEEEDAtwDBez9U06ZN69KlixDihRde8NOfPggggAACCCCQsgDB+5TpGIgAAghkWOCCCy6QM7F6y9VXX53hYgIu5566F0IUFRXNnTvX5yqzZ88meO/TqsC7Ebz3fAHIP2QI3nui0QEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEFBBgOC9CqdADQgggAACCCCAAAJKCBC8V+IYKAIBBBBAAAEEEEAAAd8CBO/9UBnf8yZ474eLPggggAACCAQRIHgfRI+xCCCAQCYFjA9Klosbb7wxkUhkspKAa8XjccsWbB+WlZVt3rzZz1obNmyIxWJ+etKnwAUI3nu+AOQ3I8F7TzQ6IIAAAggggAACCCCAAAIIIIAAAggggAACKggQvFfhFKgBAQQQQAABBBBAQAkBgvdKHANFIIAAAggggAACCCDgW4DgvSfVMcccI4QYOnTonXfe6dmZDggggAACCCAQUIDgfUBAhiOAAAIZENi5c2eXLl3kQKwQ4siRIxkoIKwl4vG4573uLdv0uXRu/eoBn5uiW+gCBO89SS1vQCEEwXtPNDoggAACCCCAAAIIIIAAAggggAACCCCAAAIqCBDOYjvAAAAgAElEQVS8V+EUqAEBBBBAAAEEEEBACQGC90ocA0UggAACCCCAAAIIIOBbgOC9J5UevN+4caNnTzoggAACCCCAQHABgvfBDZkBAQQQSKtAc3PzsGHD5DSsEGLQoEFpXTr0yV1S98Z/8LLs9Kmnngq9DCYsWAGC955Hb3kDErz3FKMDAggggAACCCCAAAIIIIAAAggggAACCCCgiADBe0UOgjIQQAABBBBAAAEEsi9gfA8p+6VQAQIIIIAAAggggAACCPgQIHjviUTw3pOIDggggAACCIQoQPA+REymQgABBNIhcNddd8lRWCFE37599+zZk44V0zRnPB633YgQIhaLbd++vaioSO7Qpk2bLVu2pKkkpi00AYL3nicuvwe5470nGh0QQAABBBBAAAEEEEAAAQQQQAABBBBAAAEVBAjeq3AK1IAAAggggAACCCCghADBeyWOgSIQQAABBBBAAAEEEPAtQPDek4rgvScRHRBAAAEEEAhRgOB9iJhMhQACCIQu8LWvfU3OwQoh/vd//zf0tdI3YTwed7nX/fbt2/WlGxsbzz33XNv9LlmyJH3lMXPhCBC89zxr+Q1I8N4TjQ4IIIAAAggggAACCCCAAAIIIIAAAggggIAKAgTvVTgFakAAAQQQQAABBBBQQoDgvRLHQBEIIIAAAggggAACCPgWIHjvSUXw3pOIDggggAACCIQoQPA+REymQgABBEIXkEOwQohx48aFvlD6JnRP3cdiMfPS27Zt69ixo7zr7t27m7txjUBqAgTvPd3kdx/Be080OiCAAAIIIIAAAggggAACCCCAAAIIIIAAAioIELxX4RSoAQEEEEAAAQQQQEAJAYL3ShwDRSCAAAIIIIAAAggg4FuA4L0nFcF7TyI6IIAAAgggEKIAwfsQMZkKAQQQCFegvr5eDsEKIeLxeLgLpXU2l3vdx2Ix43b3Rg0vvvii7a6NDlwgkLIAwXtPOvndR/DeE40OCCCAAAIIIIAAAggggAACCCCAAAIIIICACgIE71U4BWpAAAEEEEAAAQQQUEKA4L0Sx0ARCCCAAAIIIIAAAgj4FiB470lF8N6TiA4IIIAAAgiEKEDwPkRMpkIAAQTCFZg4caIcgo1EIuGuktbZ4vG4vAW9xTZ1rxdjO2Tz5s1pLZXJC0GA4L3nKcvvPoL3nmh0QAABBBBAAAEEEEAAAQQQQAABBBBAAAEEVBAgeK/CKVADAggggAACCCCAgBICBO+VOAaKQAABBBBAAAEEEEBAEli4cOHxxx8/YMAAyzO2wfumpqYrr7yysrLy0KFDlv55/LC6uvrEE0/cs2ePZY+2wfumpqbS0tLbbrutoaHB0p+HCCCAAAIIIBBEgOB9ED3GIoAAAukTmDBhgpyA7dy58759+9K3aIgzx+Nxl3vdyze6Ny89a9Ysee9FRUUbN240d+MagWQFCN57islvPYL3nmh0QAABBBBAAAEEEEAAAQQQQAABBBBAAAEEVBAgeK/CKVADAggggAACCCCAgBICBO+VOAaKQAABBBBAAAEEEEDgiwLvvfee8U1lSyhCDt43NTVdccUVev++ffsuX778i5Pl4aP33ntv2LBh+pZPP/10C5EcvG9qavr2t79tEOWhCFtCAAEEEEAgewIE77Nnz8oIIICAo8Du3bv1T0bGR0v9Ys6cOY5jFHvCJXUfi8Xci21ubj7nnHMsexdC/OM31rkP5FkE3AUI3rv7aJomv+8I3nui0QEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEFBBgOC9CqdADQgggAACCCCAAAJKCBC8V+IYKAIBBBBAAAEEEEAAgaMCDQ0Nd955Z4sWLYxvKp9xxhnmYLkleG9O3etDioqKdu3adXS+PPz/hoYGs48QwpK9twTvzal7nejb3/52fhPl4amzJQQQQAABhQUI3it8OJSGAAKFK/DjH//Y+FBpXJx//vmJRCInUOLxuFG25SIWi7nf7l7f4FtvvRWNRi1ji4uLP/zww5wQoEg1BQjee56L5U0nhCB474lGBwQQQAABBBBAAAEEEEAAAQQQQAABBBBAQAUBgvcqnAI1IIAAAggggAACCCghQPBeiWOgCAQQQAABBBBAAAEEPhcYO3as/AVlvWXAgAE6kjl439TU5NS/vLw8VwIVSR3+uHHjnLa8Z88efSpz8P7KK6906t+jR4+klqYzAggggAACCNgKELy3ZaERAQQQyK6A7eeg7Jbkc/V4PO5yr3s/kXtjob/85S+RSMRCUVpa+ve//93owwUCSQkQvPfksrzjCN57itEBAQQQQAABBBBAAAEEEEAAAQQQQAABBBBQRIDgvSIHQRkIIIAAAggggAAC2RcgeJ/9M6ACBBBAAAEEEEAAAQSOCixatEj+grLRot/33gjey/e6N3oKISZNmnR01rz6/8WLF5u3ab427ntvBO9dfjGBEGLixIl5RcNmEEAAAQQQyJIAwfsswbMsAggg4CjQ2Nho/qxkXDsOUOYJ99R9LBZLttJLL73U2L5xUVlZmew89EdAFyB47/lKMN5oxgV3vPdEowMCCCCAAAIIIIAAAggggAACCCCAAAIIIKCCAMF7FU6BGhBAAAEEEEAAAQSUECB4r8QxUAQCCCCAAAIIIIAAAp8L1NfXl5WVGV9NtlwMGDBgz549evD+nXfecbmXuxBi7dq1eYnqh0gP3r/99tvuRGvWrMlLIjaFAAIIIIBAhgUI3mcYnOUQQAABT4Hnn3/e8nFSCHHWWWd5DvTTYdOmTX66pdbH5V73sVgsqdvd6wW89dZbMsVJJ52UWnmMQoDgvedrQH7HEbz3RKMDAggggAACCCCAAAIIIIAAAggggAACCCCgggDBexVOgRoQQAABBBBAAAEElBAgeK/EMVAEAggggAACCCCAAAJHBdxvei+EiEQi8peYLS233nrr0fny8P9dbnqvO/ghmjRpUh7SsCUEEEAAAQSyIUDwPhvqrIkAAukV2L9/f3oXSOfsu3fvLi4utnxI7NOnTyKRCLjs7NmzS0pKhBBlZWXV1dUBZ7MMd7nXfWqRe2N+C4X+0HiWixAFqqurX3vttRAnVHAqgveehyK/4wjee6LRAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQUEGA4L0Kp0ANCCCAAAIIIIAAAkoIELxX4hgoAgEEEEAAAQQQQACBowL19fX6Ddvlbyr7b8nve7nX19f7p3Dq+eabbx4l5/8RQAABBBBAIJAAwftAfAxGAAElBTp27Lh3714lS/MuqqqqSv4cdN9993mPdO1RWVlpnjYajU6fPt11RBJPuqTuhRAp3OjevHavXr3MlevXBw8eNPfhOhSBhx56KBqNhjKVspMQvPc8GvntRvDeE40OCCCAAAIIIIAAAggggAACCCCAAAIIIICACgIE71U4BWpAAAEEEEAAAQQQUEKA4L0Sx0ARCCCAAAIIIIAAAgiYBMaOHSt/TTmpluB3MjSVo+JlUhpy5x49euQ9kYrHRk0IIIAAAnkqQPA+Tw+WbSFQ0AJCiNzN3g8bNszyIaikpGTXrl1BTrShocEyp/6wsbExyLTG2LPPPtt2fiFELBYzuqV2MWXKFHnyZ599NrXZGOUi8NBDDwkhli9f7tIn158ieO95gvLbjeC9JxodEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABFQQI3qtwCtSAAAIIIIAAAgggoIQAwXsljoEiEEAAAQQQQAABBBAwCSxatEj+mnJSLabJ8vMyKQ2586RJk/LThV0hgAACCCCQDQGC99lQZ00EEEivgP4homPHjuldJg2z19bWlpSUWD4EjRo1KshSNTU1AwcOtMypPxw5cmQ8Hg8yuaZp8XjcdnI9dR/wdveapm3ZsqWoqMiyxNVXXx2wbIbLAnrwPhqN5nH2nuC9fO6WFst7TQhB8N5CxEMEEEAAAQQQQAABBBBAAAEEEEAAAQQQQEBNAYL3ap4LVSGAAAIIIIAAAghkQYDgfRbQWRIBBBBAAAEEEEAAAS+BIDe9Ly8v95o+558fN26c/E1u/y3c7j7nXwFsAAEEEEBAJQGC9yqdBrUggEA4AsaHi+OOO27//v3hTJqRWa655hqjeP2iuLh43759KS/erl07y4Tyw65du6Y2fzwed7nXffDIvVHV1KlT5bLXrVtndOAiFAE9eG+88EKZU7VJCN57noj8XiN474lGBwQQQAABBBBAAAEEEEAAAQQQQAABBBBAQAUBgvcqnAI1IIAAAggggAACCCghQPBeiWOgCAQQQAABBBBAAAEEvigQ5Kb3t9566xcny8NHixcvlr/J7b8lD0XYEgIIIIAAAtkTIHifPXtWRgCBdAmYP1x07Nhx7969aVrp008/vfnmm5ubm8Oa/+STTzYXL4QYMmRIypPPnj3bMpvTw+rq6hRWcUndx2KxFCZ0GvLOO+/Ild9///1O/WlPTcAcvBdCKHLf+z179tx8880rV65MbVOWUQTvLSDyQ/m9RvBeVqIFAQQQQAABBBBAAAEEEEAAAQQQQAABBBBQUIDgvYKHQkkIIIAAAggggAAC2REgeJ8dd1ZFAAEEEEAAAQQQQMBVoL6+Xv6mss+WNWvWuM6dD0/W19eXlZX5BJG75QMBe0AAAQQQQEAZAYL3yhwFhSCAQGgClg8R6bvv/dVXXy2E6Nq164QJE/74xz8GTOBv377dUrkQ4p577knBpbm5+ZZbbpFnc2qJRqOPPvpoUgvF43Gn2WKxWIi3u9er6tatm2W5Sy65JKmC6ewpYAneFxcXv/baa56j0t1h/Pjx+tHfcMMNK1euDPguI3jveV6WN5oQguC9JxodEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABFQQI3qtwCtSAAAIIIIAAAgggoIQAwXsljoEiEEAAAQQQQAABBBCQBORvKvtpKYTb3etUKd/0ftKkSRI2DQgggAACCCCQugDB+9TtGIkAAqoK6B+++vXrV15ebnwQC/2+91/60peMyc0Xxx133JVXXtnY2Jgsj21U/siRI8nOc+aZZ5rrsVwPGDDA0mJ+OHr0aM/l4vG4073u0xG51+uZNWuWuU79+oMPPvCslg7+BfTgfXFxsaZpV111lY4cjUaXL1/uf5JwezY2NsrnLoTQ32XV1dXJLkfw3lNMBid474lGBwQQQAABBBBAAAEEEEAAAQQQQAABBBBAQAUBgvcqnAI1IIAAAggggAACCCghQPBeiWOgCAQQQAABBBBAAAEEJIFjjjlG+rJyDyH+42jjsUKce/T63/9fCLe716kcbnpvJuogxOB/0xy9evPNNyVsGhBAAAEEEEAgdQGC96nbMRIBBFQV0D899OvX7/Dhw0b2vmPHjuFm749+RrH//65du/7whz98/fXX/d+ge9iwYfJcyRpv3LhRnsRoGTFiRDweHzhwoNEiX2zbts1lUZfUvRAi9BvdG5W8++67cqmLFy82OnARXMAcvNc0zQCPRqPBJ09thqlTpxpl2F7ccMMNK1eu9P8uI3jveRCyM8F7TzQ6IIAAAggggAACCCCAAAIIIIAAAggggAACKggQvFfhFKgBAQQQQAABBBBAQAkBgvdKHANFIIAAAggggAACCCAgCYwdO1b+srIQ/yfEqZ+3rxaiq6VDeXl5IpGQZsrbhnHjxlkEPn+oE7UXwoaoR48eBUWUt2fPxhBAAAEEVBIgeK/SaVALAgiEI6B/0OjXr5+maWnK3n/88cd2H2ds2o477rjq6urGxkbPvXXu3Fke7znK3GHZsmXt2rWTJ9FbKioq9DLq6urGjBnj1K1r167r1q0zT2u+drrXvRAiFouZe4Z7nUgk5IIrKyvDXaXAZ7ME742b3gshsnLT+61bt9r9TkP5hSCOO+64K6+80s+7jOC954tc9iV474lGBwQQQAABBBBAAAEEEEAAAQQQQAABBBBAQAUBgvcqnAI1IIAAAggggAACCCghQPBeiWOgCAQQQAABBBBAAAEEJIFFixbJX1YW4gEhdglxnhAr5WcnTZokTZPPDYsXL5YRhLhfiE+FWC/E6/KzEydOzGcR9oYAAggggEA2BAjeZ0OdNRFAIL0C+kcJPXgvZ+9DWfvCCy+UP7C4tPgJBtsO91/t7NmzS0pKbCcRQkyfPt081T9+o1llZaVT57KysurqanN//ToejzsNicVi6bvdvb66vPRll10mF0lLygKW4L2maUb2PhqNZj57P3r0aPnQXVr0d5ntS9cwIXhvUDhdyMIE752saEcAAQQQQAABBBBAAAEEEEAAAQQQQAABBJQSIHiv1HFQDAIIIIAAAggggEA2BQjeZ1OftRFAAAEEEEAAAQQQcBVwuOn934TQhDhB/ipzAd7L3eGm9x8K0SxEVwsRt7t3fbnxJAIIIIAAAikKELxPEY5hCCBgEvhYsT/6R4k+ffqYatTKy8v19o4dO+7du9f8VArXtbW1lg8sST3s2rXr66+/3tzcbF7adgZzB6frlO9gv2zZsnbt2tmuK4SoqKgwbiEej8dd7nWf7si9vnG5znbt2jmZ5Er74cOH1Xn3TJ48WQhRXFxs0TPH7y1PpfVhPB4/55xz5HP32XLCCSfccMMNlncZwXvPI5N5Cd57otEBAQQQQAABBBBAAAEEEEAAAQQQQAABBBBQQYDgvQqnQA0IIIAAAggggAACSggQvFfiGCgCAQQQQAABBBBAAAE7Aeeb3mvy95iFKMR/9e180/uVMtGkSZPsmGlDAAEEEEAAgUACBO8D8TEYAQQ0rb6+Xv7buwotpaWl5vM5fPhwuNn7s846K+A29Rt0G+F2ebZOnTqZt2B7XVNTc+aZZ8pj9Zb+/ftv27bNdqDeuHHjxpNPPtlp+IgRI+LxuKZpLqn7WCzmMn+IT9kWGeL8WZnq6aeftt1XdhtlCqOeDN/3vq6uzlg6tQv9XVZdXa1viuC9fLiWFtmZ4L2FiIcIIIAAAggggAACCCCAAAIIIIAAAggggICaAoX47UM1T4KqEEAAAQQQQAABBLIuQPA+60dAAQgggAACCCCAAAIIOAnU19eXlZVJX1ke9Pkd76XmggzeO0R0Bgpxgwy0Zs0aJ2raEUAAAQQQQCBlAYL3KdMxEAEEdAGHv9XLf6PPdIsleK9pmiV7H/AEa2trg2fvhRBGMFgGGjhwoGeRLrF5IYQem3efpKamRl7aaOnfv/+7775rPLRcxGKxzNzuXtPy8BfYjR8//ktf+pKFVIWH8gvGfNP7DGfvzz///FBMrrzyyurq6l69ellmmzJlirzfQm6x+AghCN4X8uuBvSOAAAIIIIAAAggggAACCCCAAAIIIIBADgkQvM+hw6JUBBBAAAEEEEAAgfQKELxPry+zI4AAAggggAACCCAQTMDhpvej5e8xF+zt3GUKp5ZgR8FoBBBAAAEEELAXIHhv70IrAgj4FjCC9y+++OLHavzRP1PIwXt9T+He9762ttbpI0zw9nPPPfcx5z+TJ08uLi62XSUajT7yyCO+z1Brbm7+0Y9+ZDuVS2NYkfuamhrnXf77GdtKHs3Un48++si/p8+e7dq1E0J84xvfUON98/F///d/68hO9Wcrfh+Px8855xzbF0DwRoL3luOWSQneW4h4iAACCCCAAAIIIIAAAggggAACCCCAAAIIqClA8F7Nc6EqBBBAAAEEEEAAgSwIELzPAjpLIoAAAggggAACCCDgW8CIoMhfXLa0rF271vesedWxrKzMQuH0MK+2zWYQQAABBBBQRoDgvTJHQSEI5KqA8aln3bp1iuxB/0zhFLy33Pd+7969Acv2uu+93488Th+Fkm0vKyt78cUXU9jUzJkznZL8cg2xWCyFJWyHdO/eXZ5ftZalS5faFh+kUQ/ef/e73w0ySYhjL7nkEp3dZU7jXKLRqEu30J+Kx+PG0nYXqb/Lxo8f39zcHHrBuTuhzEvwPndPk8oRQAABBBBAAAEEEEAAAQQQQAABBBBAoKAECN4X1HGzWQQQQAABBBBAAAE3AYL3bjo8hwACCCCAAAIIIICAAgLyV5bllvLy8kQioUCxWShh3LhxMojc0qNHjywUx5IIIIAAAggUgADB+wI4ZLaIQHoFci54r2lauNn72tras88+W/4Uc7QlJkSlEH2OPkz7/69fvz7lI1+2bJmf+mKxWFi3u/e5op+q0tqH4L3+ojJuei+EWL58ecqvtBQG/td//ZfzEfcRYpkQMecObs8cd9xx1dXVjY2NKVSVf0NkKYL3+XfK7AgBBBBAAAEEEEAAAQQQQAABBBBAAAEE8lKA4H1eHiubQgABBBBAAAEEEEhFgOB9KmqMQQABBBBAAAEEEEAggwJ+7uiuzp0hMwjzr6UOHjzoh2jt2rWZr40VEUAAAQQQKAQBgveFcMrssXAEEonEihUr5NhkZlrU+Vyj79fpjvfG66FTp06eMn36hBKYP0WIg0JoQiSEeFOI8UIUeS6dQofRo0cfOHDA2GBqFzU1Nf/5n//ptHqLFi02bNiQ2szmUc3NzbfccovTKgq2Dxw4ME1V5dYd7/VD/NrXvpYmjWDT1n3+LtOEWCtERcrvsgkTJuzevdv8ci2oa/kICN4X1AuAzSKAAAIIIIAAAggggAACCCCAAAIIIIBA7goQvM/ds6NyBBBAAAEEEEAAgZAFCN6HDMp0CCCAAAIIIIAAAgiELTB27Fj5W8vmlkK+3b2O7XnT+x49eiQSibBPhvkQQAABBBBA4J8CBO95HSCQTwKHDx82f9bI8HXOBe+LirzT7yEF76cezQPPEeIiIUrTcTQVFRWh3LI7Ho8PGjTIpcKuXbsGP+sxY8a4LKHgUwTvjR+VmzdvbtmypYJndPRdtv/zd1mLFCqMRCKDBw+uqakxNluAF7IbwfsCfBmwZQQQQAABBBBAAAEEEEAAAQQQQAABBBDIRQGC97l4atSMAAIIIIAAAgggkBYBgvdpYWVSBBBAAAEEEEAAAQTCE1i0aJH8rWVzy2233Rbeajk50+LFi80g8vWtt96akxujaAQQQAABBHJBgOB9LpwSNSLgV8AI3j/++OPPh/3njjvu+LHdn4kTJ+p/hw8exva7T69+ej3ud7x/6qmnjI8e5557rt3O/tk2b948P5ATJ06MRqPGhNLFfiH0yL30TEgN0WjUS8Xv82effbZnUWVlZdXV1X5nlPrV1NR4LqFahwceeMDPK8G2z48d/rRo8c9weG7d8d6cuj/xxBMddvbPZluKII2TJk1yfZfdc/RdlkrkfvDgwdOmTSvwyL32+R/5rUfwXpfhfxFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAcUFCN4rfkCUhwACCCCAAAIIIJA5AYL3mbNmJQQQQAABBBBAAAEEUhKor68vKyuTv7hstKiTTklpfyEMOnjwoDvR2rVrQ1iGKRBAAAEEEEDAToDgvZ0KbQjkqoARvN++fXvG9lBfX69/ulHno41ej0vwftasWcbt7idPnhzQau7cua554DPSdIt740NlmzZtXnrppYC70IfH43FjWveLlKP+77zzTvfu3d0nV/DZpUuXhiJsnqRdu3Y5F7w33+vevJcMXBcXFzu/MP5TiAudn3V7pmfPnjNnzsxA/bmyhIxF8D5Xzo46EUAAAQQQQAABBBBAAAEEEEAAAQQQQKDABQjeF/gLgO0jgAACCCCAAAII/FuA4P2/LbhCAAEEEEAAAQQQQCA9Ag0NDXXB/sydO1f+4rLe8qMf/SjY3Hkyet68eU5EN998c/BNpuelwawIIIAAAgjkgwDB+3w4RfaAwFGB7Abv+/btO0CNP/qHC6fgfYiRe03TFixY4PRZJnj72LFjj55t2v8/Ho/7ude9ZVMjRoyIx+P+iyspKbHMYDz0TPIbPc0X/pdWsKcevO/YsaMa75sBej1C2H8xz3yv+0GDBmXSc+HCha6pe/MrIunrKVOmZHIv6q8lCxK8V//UqBABBBBAAAEEEEAAAQQQQAABBBBAAAEEENA0zf7f70ODAAIIIIAAAggggEABChC8L8BDZ8sIIIAAAggggAACGRY47bTT5K8d05JbAg0NDRl+2bAcAggggAACuSJA8D5XToo6EfAjkN3gvWqfEWyD97NmzTLq9EPq3mfBggWh5IEjkcjgwYONwoyLoUOHuhcQ1rPuqfuePXsaJckX/fv391NGIpGorKyUh+stZWVl1dXV7vPYjnUfovizRtDddmtZbJTd8iB1r7/LjL/2GLwE7y3HbcgYFwTvLUQ8RAABBBBAAAEEEEAAAQQQQAABBBBAAAEE1BQgeK/muVAVAggggAACCCCAQBYECN5nAZ0lEUAAAQQQQAABBApMgOC98WXr3L0geF9g71q2iwACCCCQhICRQEtijI+uM2bMEEKMGjXKR1+6IIBAaAJZCd5rmnbhhRcq+GFBDt7PmjUrxNvdh5K6j0Qi06ZN27Fjxz/vQyL96d27d2gvDteJXO51H4vFtm/fPm7cOKm6fzesW7fOdXqtrq5uzJgx/x7wxauuXbuuX7/efQZbH6d7s3tOpUiHHAret2zZUj+0DN/rXtO04L/bQo/c19TUaJrWu3fvL776BMF7y9vB4iOEIHhvIeIhAggggAACCCCAAAIIIIAAAggggAACCCCgpgDBezXPhaoQQAABBBBAAAEEsiBA8D4L6CyJAAIIIIAAAgggUGACBO/lb13nXAvB+wJ717JdBBBAAIEkBAjeJ4FFVwSUF8hW8F41GP0DS79+/cyFhRi5/0d8d+7cual9LIpGo1/5yleqqqrMtenXthPK3cJtqa2tdUrd65F783KzZ8+2LVIIEY1Gp0+fbu5sXJ988slOo4QQI0eONHq6X8iT9OjRw30IzyYl8NBDDwkhiouLzaOyeK/7+fPnp5a6j0ajQ4cOnTlz5s6dO817IXhv0bB9KL/RCN7bQtGIAAIIIIAAAggggAACCCCAAAIIIIAAAlNfmCcAACAASURBVAioJkDwXrUToR4EEEAAAQQQQACBrAkQvM8aPQsjgAACCCCAAAIIFIwAwXv5W9c510LwvmDer2wUAQQQQCBpAYL3SZMxAAGFBQje64ejf2AxB+9nzZplfIoJfoANDQ0dO3Y0JvR5EY1Gq6qqdu3a5VSA7TxOnUNpd0ndCyG2b98ur+J+k/bGxkbLkGXLltnuS2+sqKiQh1hmMB7K81xwwQXGs1wEF5CD91lM3R8+fLhz587yobu36JF7OW9v4HDHe4PC6UIWJnjvZEU7AggggAACCCCAAAIIIIAAAggggAACCCCglADBe6WOg2IQQAABBBBAAAEEsilA8D6b+qyNAAIIIIAAAgggUBgCBO/lb13nXAvB+8J4s7JLBBBAAIFUBAjep6LGGARUFSB4r5+M/oHFCN7PmjUr3Nvda5o2c+ZM/x+LBg8ePG3atB07dri/cEpLS+U53YcEfNbpXvdCiFgsZjv5xo0bXe5gP2LEiHg8bgycPXt2SUmJvCkhRDQanT59utHTz4U8z/XXX+9nIH18CliC91lM3esFm39fhnz6lpZIJDJt2rSamhr3zRK8d/fRNM0CK4QgeO+JRgcEEEAAAQQQQAABBBBAAAEEEEAAAQQQQEAFAYL3KpwCNSCAAAIIIIAAAggoIUDwXoljoAgEEEAAAQQQQACBvBYgeC9/6zrnWgje5/V7lM0hgAACCAQSIHgfiI/BCCgmQPBePxD9A4sevE9H6l7TtObmZs+PRZFIRI/c+3yZnHrqqfKcPsem0K22tlZeTm+JxWK2t7vXV9mxY8fAgQOdxvbv33/r1q3/6FlZWenURwhRXV2dVM221c6cOTOpSejsLmAJ3rds2dI4QfeBaXo2kUgMHjzYqMH2wniXeUbu9SIJ3nseluxM8N4TjQ4IIIAAAggggAACCCCAAAIIIIAAAggggIAKAgTvVTgFakAAAQQQQAABBBBQQoDgvRLHQBEIIIAAAggggAACeS0gB+/Hjh37YvJ/br/9dvPXly+//PLk58jzERaiyy67LIUN33HHHWZn/ZrgvcYfBBBAAAEEHAQI3jvA0IxATgoQvNePTf8U0K9fP+NG90KE/12jm2++Wf7o4fPm9rYvr1/+8pfyhC4BeNtJ/DTW1ta63Ove54qJREKu1k9L//79t23b5qdOc5/JkydbJo9GowcOHDD34TqggBG8z/q97s0bsZz7P27A7vPm9uZJjGuC9waF04UMTvDeyYp2BBBAAAEEEEAAAQQQQAABBBBAAAEEEEBAKYHw/2OYUtujGAQQQAABBBBAAAEE/AsQvPdvRU8EEEAAAQQQQAABBFITkIP3t99+ewpT1dfXl5WVGd9gXrduXQqT5PeQgwcPmonWrl2bwn6XLl1qIBsXBO9TkGQIAggggECBCBC8L5CDZpsFIkDwXj9o/YPAMcccY3wiSEdw9LPPPjP+G41x2+0gr7TVq1cbBRsXzzzzTJA5bce6pO5jsZjtENvG2bNnl5SUGKX6uRg5cmQ8Hredzb3xvPPOs8x/+umnuw/h2WQF9OB9JBIx7nU/ePDgZCcJvX95ebl+9Ma7zOfN7W0rIXhvy2JutLzR/vGbDtLx89O8ItcIIIAAAggggAACCCCAAAIIIIAAAggggAACoQgQvA+FkUkQQAABBBBAAAEE8kHA+FJXPmyGPSCAAAIIIIAAAgggoKRAWMF7TdPGjh2rf4O5vLw8kUgoud0sFzVu3DidqEePHqkREbzP8hGyPAIIIIBArgkQvM+1E6NeBNwECN7rOpbg6OTJk93UAjz37LPPRqPRqqqqXbt2BZjmX0OPHDnSunVrS/Hf+c53gs9snqG2ttayhPEwFov5vN29MeErr7zStm1bYwbPi6amJmOs/4t4PC4n/CdMmOB/Bnr6EdCD98YhDho0yM+odPdZunRpNBodOnTozp07g69F8N7T0HgBGBcE7z3R6IAAAggggAACCCCAAAIIIIAAAggggAACCKggQPBehVOgBgQQQAABBBBAAAElBAjeK3EMFIEAAggggAACCCCQ1wIhBu+Nm95zu3unl4xx0/vUbnevaRrBeydb2hFAAAEEELAVIHhvy0IjAjkqQPBeP7jczYvee++9RvHGxerVq0N5QdbW1jrd6z6FyL25pIEDBxrV2l6UlZVVV1ebhyR1ffXVV1umLS4u3rdvX1KT0NlTwBy8V+Fe954Fp9CB4L0nmuW9xh3vPcXogAACCCCAAAIIIIAAAggggAACCCCAAAIIKCJA8F6Rg6AMBBBAAAEEEEAAgewLELzP/hlQAQIIIIAAAggggEC+C4QYvDduep/avdzzXfpf+xs3blzKt7sneF8gLxK2iQACCCAQokCGg/dbt25tbGwMsX6mQgABswDBe13DCI6acXLi+s9//rNRvHHxox/9KHjxLql7IUSyN7q31FNXVzdmzBijYMvFSSed9NZbb1mG+H946NChdu3aWeYcMmSI/xno6VPACN7na+pe0zSC954vBst7jeC9pxgdEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABRQQI3ityEJSBAAIIIIAAAgggkH0BgvfZPwMqQAABBBBAAAEEEMh3gXCD94sWLRKCf8vt9qJZvHjxrbfe6tbD9TnueO/Kw5MIIIAAAghYBQIG73fu3HnllVc+/PDDlnlnzJghhBg1apSlvWPHjv3791+1apWlnYcIIBCKAMF7nVEPjk6ePDkU1UxOkkgkTjzxREvwtVu3bs3NzQHLcLrXvRAiFosFnFzTtH/8drnKykpL5frDbdu2BZl/yZIl8rR33313kDkZayugB+8HDRpk+2x+NBK89zxH+e121113eY6iAwIIIIAAAggggAACCCCAAAIIIIAAAggggEDWBfhKYtaPgAIQQAABBBBAAAEEVBEgeK/KSVAHAggggAACCCCAQP4KhBu8r6+vLysry1+tEHZ28ODBtWvXpjwRwfuU6RiIAAIIIFCYAkGC91VVVe3btxdCFBUVzZgxwwxoG7x/66239DRXJBK59tprzf25RgCBUAQI3uuMQohcTN3rxd94441y8PXVV18N8gqpra2V59RbYrFYwNvdmwsrKSmxLDRy5EhzhxSux4wZY5lTCLF58+YUpmKIu4AevHfvk+vPErz3PEH57Ubw3hMt9A5btmxZsWLFc88998QTT8yePXvRokW///3vw1pl586df/zjH6urq5988smqqqonn3zy2WefjcfjYc2fc/MkEont27e/+uqrL7300uLFi9etW/fBBx/s27dPnY00NTX97W9/e/rppx/7/M+CBQvC+gd3PB5fvXr1yy+/PGPGjEcfffSJJ55YuHDhp59+qs7eqQQBBBBAAAEEEEAAAQQQQAABBBBAICkBgvdJcdEZAQQQQAABBBBAIJ8FCN7n8+myNwQQQAABBBBAAAE1BMIN3mua1tDQoMbO8rMKgvf5ea7sCgEEEEAgDQK33367JVt12mmn+VnnwIEDN998c3FxsWW4Hr+3NOoP33rrrY4dO8pPDRs27P333/ezKH0QQMCPAMF7P0qK90kkEt27d7f8wCwtLa2pqUmh8traWpd73YeV3DMXtnHjxpNPPlkIMX36dHN7ytcWCv1hyrMx0EVg7969Ls/mx1ME7z3PUX7HEbz3RAvYoa6u7rHHHhs2bJiMb9vSsmXLv/71rz4XbW5uXrp06dixY22nkhs7dOhwzz331NfX+5zff7evfe1r8nLRaNT/DJaeixYtkicUwvurxffdd9+pp55qO9a2saioaPLkyatXr25ubrbUkL6HjY2Njz76aOfOnW1LMhpPOeWUF154wX8Zq1evNr5eYkzidFFaWnr99dfv2LHD//z0RAABBBBAAAEEEEAAAQQQQAABBBDIroD3vx3Lbn2sjgACCCCAAAIIIIBAxgSM/zKasRVZCAEEEEAAAQQQQACBQhMIPXhfaIAZ3i/B+wyDsxwCCCCAQO4KpBy837ZtW1FRkW1Cw6ndNnWvzzBz5szcNaRyBFQTIHiv2omkVs+dd94p/4ydOHFiCrO5pO5jsVgKE/oZUlNTc8EFF/jp6dmnvr5epiguLvYcSAcEbAUI3tuymBvldxzBe7NP6NcTJ07s0KGDzO7e0qpVq2nTpiUSCfd6HnzwwZ49e7pPZfts165dX3rpJffJk332mWeesV0r2XmM/mPGjJEnHDhwoNFBvtixY8d1110nj/LZ0rt373g8Lk+bjpYzzjjDZ1VCiLFjxx44cMC9jKeeemrQoEH+5zR6HnPMMe4z8ywCCCCAAAIIIIAAAggggAACCCCAgDoCBO/VOQsqQQABBBBAAAEEEMiyAMH7LB8AyyOAAAIIIIAAAggUgADB+9w6ZIL3uXVeVIsAAgggkEWBlIP3mqadddZZRhgjyEU0GuUmill8DbB0/gkQvM+PM922bZv8ozWF5Fttba08j94Si8XScbv70P0feugheQsXX3xx6AsxYYEIELz3PGj5HUfw3hMtSAcZ3H/LqFGj3Jf2P5XcM8i96G2rOnjwoLyKnxvU2862d+/e0tJSecLp06fb9m9qarrvvvvKysrkIUm1tGnT5oYbbnjvvfdsVwmrce3atUlVJYTo37+/++rJTmjuP378+MOHD7vPz7MIIIAAAggggAACCCCAAAIIIIAAAioIELxX4RSoAQEEEEAAAQQQQEAJAYL3ShwDRSCAAAIIIIAAAgjktQDB+9w6XoL3uXVeVIsAAgggkEWBIMF7l5vem0Mantfc7j6LLwCWzksBgvd5c6y2Pz/379/vc4O1tbUu97rPici9pmlVVVWywymnnNLc3OzTgW4IWAQI3ltA5Ifym47gvawUYosMnlTL97//fZdikppK7lxUVPTCCy+4zJ/sU/ISQog77rgj2Xk0TTv//PPl2S666CLbqTZs2CB3Dthy9dVX264VsLGuru6UU05JrbZvf/vbLqunNqd5VGVlpcv8PIUAAggggAACCCCAAAIIIIAAAgggoIIAwXsVToEaEEAAAQQQQAABBJQQIHivxDFQBAIIIIAAAggggEBeCxC8z63jJXifW+dFtQgggAACWRQIErwP5ab3kUikpqYmiwIsjUD+CRC8z5szHTJkiDntpl//4he/8LNB99R9LBbzM0nW+xw6dKhHjx4ywty5c7NeGwXkrgDBe8+zk990BO890YJ0kMGTaolEIm+++aZTAUlNZdu5W7duhw4dcpo/2fbu3bvLq/Tq1SuRSCQ11datWyORiDzVggUL5Hlef/31Nm3ayJ0DtqQpeH/zzTcHKez555+XBfSWINPqY0tLS99//32n+WlHAAEEEEAAAQQQQAABBBBAAAEEEFBBgOC9CqdADQgggAACCCCAAAJKCBC8V+IYKAIBBBBAAAEEEEAgrwUI3ufW8RK8z63zoloEEEAAgSwKBAzeP/jggwHzGxdccEEWt8/SCOSlAMH7vDnWV155Rf4Z27p1648++shzjy73uo/FYrlyu/uf//znskCvXr0aGxs9BeiAgJMAwXsnGaNdft8RvDdw0nEhgyfbcvbZZzsVluxUtv0ff/xxp/mTbZc/fegrrlq1Kqmp7r33XrnUdu3aHTx40DLP22+/3b59e7mzbUvr1q1t220b0xG837x5c0lJie1yQoh+/fqdd95555xzTnl5uVOf3r17Hz582IKgP3QaoreXlJREo1H3PkKIa6+91nZyGhFAAAEEEEAAAQQQQAABBBBAAAEEFBEgeK/IQVAGAggggAACCCCAQPYFCN5n/wyoAAEEEEAAAQQQQCDfBQje59YJE7zPrfOiWgQQQACBLArI0ZfTTjstqXo8sxnuHbjdfVLadEbAjwDBez9KudLn2Weftf0p+sILLzhtweVe9zkUudc07aKLLpL33q1bN6c8oRMI7QhYBAjeW0Dkh/Jbj+C9rBRiixl84MCBVVVVtbW1tvP/9re/dcqQO52RefLy8vJf/OIXn3zyie3kjY2Nt956q7m/cd2yZUvbIak1nnnmmcbMxkWnTp2OHDnif0JjoPnitddes8yQSCTMHSzXffr0cV+0qanpjTfeqKioaNeunWWsECIdwfsWLVrIC3Xr1s32d+688sortv2dPtCZZz722GNvvPHGjRs3WsSMh3PmzHH6FQBGHy4QQAABBBBAAAEEEEAAAQQQQAABBBQUIHiv4KFQEgIIIIAAAggggEB2BAjeZ8edVRFAAAEEEEAAAQQKSYDgfW6dNsH73DovqkUAAQQQyKJA1oP3Wdw7SyOQrwIE7/PpZJubm+VPo0KInj172m7TJXUvhMiVG93rWzPnA43rqqoq243TiIB/AYL3nlbGO864cAp1e05FBz8ChnP//v09+y9fvryoqMgYYlw43fTe6NCtW7fm5mbP+ceMGWMMMV94DvTfYfr06eaZjesXX3zR/yTGKPNFIpGwzDB37lxzB+O6qKho0qRJDQ0Nlv5ODw8cONChQwdjuH6RjuC9ZQn94Z/+9Cenwu677z7bIbb9jZ733nuvn71PmTLFGGK+sJ2cRgQQQAABBBBAAAEEEEAAAQQQQAABRQQI3ityEJSBAAIIIIAAAgggkH0BgvfZPwMqQAABBBBAAAEEEMh3ATnqcPvtt+f7pnN4fwTvc/jwKB0BBBBAILMCwYP3tskfczDD/Tqz22U1BApCgOB9nh3zH//4R9sfpLbbPPvss207CyFisZjtEDUb9+3bZ7uRpqYmNQumqhwSIHjveVjyu4/gvSdakA4dOnTo1q1bVVWVzx9xo0ePls/o+OOPt62hQ4cOnTt3rqysrK+vt+1gaVy+fLk8uRBhfll3165dxcXF8irf/OY3LcU4PWxubpaHy0XW19d369bNtufTTz/tNLlT+65du6666irzZ5+MBe+dStI0zfhbn2WbtkM6fP7n//2//2f7rNxYW1trmVZ/KPekBQEEEEAAAQQQQAABBBBAAAEEEEBAHYEw/12eOruiEgQQQAABBBBAAAEEUhAgeJ8CGkMQQAABBBBAAAEEEEhKgOB9UlxZ70zwPutHQAEIIIAAArkiEDx4f9ZZZ9nmMfw0RiKRXIGiTgRySMCIYOXW7c1zSDjzpdr+RK2urrZU4hSQ01P3OfR6SCQSX//61+Vd808Ny4nzMDUBgveebvK7j+C9J1omOzz22GPyGUWj0VBq2LZtmzy5nGkPuNaFF14or3LMMcf4nHbFihXycLnIX/7yl7bdioqKfC4kd6uurjbmDD14/9lnnxmTmy/kMswt5p7GtblDkGtjQvNFkAkZiwACCCCAAAIIIIAAAggggAACCCCQbgGC9+kWZn4EEEAAAQQQQACBnBEgeJ8zR0WhCCCAAAIIIIAAAjkrQPA+t46O4H1unRfVIoAAAghkUSB48H7btm3mGz+aIxme1zNnzszi3lkagXwVIHiffyc7c+ZM25+o5513XmNjo6ZptbW1Lve6z6HIvaZpa9euLS0tlfd77LHH7t69O/8Olx1lXoDgvae5/AYkeO+JlskOL730knxGcuw8tZLmzZsnT96hQ4fUZnMadfDgwXbt2skLOfU3tx86dKh9+/by2IcfftjczUmpb9++DQ0N5p7JXicSiX2f/6mrq0t2rHv/u+++W97XyJEj3Ue1bdtWHrV8+XL3UX6eff/99+WZw3ql+SmAPggggAACCCCAAAIIIIAAAggggAACKQgQvE8BjSEIIIAAAggggAAC+SlA8D4/z5VdIYAAAggggAACCKgkQPBepdPwroXgvbcRPRBAAAEEEPhcIHjwXtO01G56H4lEampqOAcEEAhdgOB96KRZn7C5uXngwIG24bef/OQnmqa5pO5jsVjW60+qgJ49e9rudPbs2UnNQ2cEnAQI3jvJGO3ye5DgvYGjwsWvf/1r+YxKS0uD15ZIJIYMGSJP/s1vfjP45JYZxo8fLy+0c+dOSzf54bPPPisPLCkp+fTTT82dr7nmGrmbEGLRokXmbkpdX3311XLNt9xyi3uR55xzjjzqV7/6lfsoP8/edNNN8sy9e/f2M5Y+CCCAAAIIIIAAAggggAACCCCAAALZEiB4ny151kUAAQQQQAABBBBQToDgvXJHQkEIIIAAAggggAACeSdA8D63jpTgfW6dF9UigAACCGRRIJTg/YMPPihHMoS4UIjI0fZRQkSPXv/r/y+44IIsbpylEchjAYL3eXm4mzZtat26teUHqRCiqKjokUcekdv1llgsllu3uzdevZYdjRo1KpFI5OXJsqnMCxC89zS3vAGFEATvPdEy2WHChAnyGfXo0SNgDYlE4rbbbpNnFkK8/PLLASeXh69YsUJea/r06XJPS8ull14qDxw9erS5W1NTU6dOneRuPXv2VPmfJueee65c8xNPPGHemnxdUVEhj/KM68vzWFrmz58fjVo/wfHTwKLEQwQQQAABBBBAAAEEEEAAAQQQQEBBAYL3Ch4KJSGAAAIIIIAAAghkR4DgfXbcWRUBBBBAAAEEEECgkAQI3ufWaRO8z63zoloEEEAAgSwKhBK8d7jp/TFC1AlxhRBNQlxkSYNEo9EdO3ZkceMsjUAeCxjR5dxKXOfxiYS4tauuusry49TpYc5F7jVN++EPf2i7neLi4hANmQoBgveerwH5nUjw3hMtYx1Wr14tH5AQ4oEHHvBfw6umP7NmzfrBD37w5S9/2XbasrKyTZs2+Z85qZ62K7733nsuk8yePVse1b59+4aGBvOoxx9/XO4mhFi/fr25m1LXe/futa35z3/+s3udv/rVr+SB/fr1cx9lPGu8FpYsWTJnzpxbb711yJAh8oT67/pZtGiRMZALBBBAAAEEEEAAAQQQQAABBBBAAAE1BQjeq3kuVIUAAggggAACCCCQBQGC91lAZ0kEEEAAAQQQQACBAhMgeJ9bB07wPrfOi2oRQAABBLIoEFbw3uGm9wuF0ITYL0SpJbwxdOhQP7s+cuTI/PnzVU7I+NkFfRDIsADB+wyDZ3K5uro6y49Tp4c592sX7rzzTqe93HPPPZlEZq28FyB473nE8puR4L0nWsY6jBo1Sj4gIcTmzZv912A7g23jggUL/E+bbE/bFSsrK13mueCCC+RR3/3udy1DbH+TS9u2bVW+3f1f/vIXeWtCiG3btll2Z3m4ePFieWDbtm0t3ZweymOdWm677TanSWhHAAEEEEAAAQQQQAABBBBAAAEEEFBHgOC9OmdBJQgggAACCCCAAAJZFiB4n+UDYHkEEEAAAQQQQACBAhAgeJ9bh0zwPrfOi2oRQAABBLIoEFbwftu2bXYJjf/5PHj/G/mpmTNneu56165d3bt3F0I899xznp3pgAAChgDBe4MiLy9at24t/1C1tMRisZzbu2ULxsOvfOUrzc3NObcdClZZgOC95+kYb0DjguC9J1pmOtj++y4hxFlnnZVUAcbJul+UlpYmNW2ynQcOHCgX0Lt3b5d4fCQSkYesXLnSsvTFF18sdxs8eLClm1IP16xZI9cshKirq3Ovc8WKFfLAaDTqPsp4Vh5r2/KTn/zE5VyM2bhAAAEEEEAAAQQQQAABBBBAAAEEEMi6AMH7rB8BBSCAAAIIIIAAAgioIkDwXpWToA4EEEAAAQQQQACB/BWQg/ddu3YdxB9VBWKxmPwl0VtuueU26c9HH32Uvy9bdoYAAggggIC3QFjBe03T5H/4CtH68+D9hZanIpFITU2NS3EbNmyoqKho1aqVPpDgvYsVTyEgCxC8l03yqWXBggW2sUPjJ20sFsut2903NTVVVFQY9Zsv+vXrt2fPnnw6PvaiggDBe89TML8N9WuC955omelw3HHHyacjhPjNb36TVAG2k1gae/fu/cYbbyQ1bbKdH374Ycui+sPVq1c7TWXbXw6EDxgwQO45btw4p2lVaH/ttdfkmoUQnr99ZtWqVbYDGxoa/OzLdqylsX379n6mog8CCCCAAAIIIIAAAggggAACCCCAgAoCBO9VOAVqQAABBBBAAAEEEFBCgOC9EsdAEQgggAACCCCAAAJ5LSAH7y1fQORhbgn8I+9XUVFRX1+f1y9bNocAAggggIC3QIjB+6KiIru/D/i93f2uXbumTp2q3+LeMg/Be++DpAcCJgGC9yaMPLysra0966yzLD8njYeRSOThhx/OlW3v3bv3/PPPN4q3XGzcuDFXNkKduSVA8N7zvCxvRiEEwXtPtHR3SCQS3/jGN+SjEUK8/PLLya5uO4/cOGDAAKeZf/3rXw9P8s+UKVPk2S666CJ53c6dOzc2NsqdN27cKHcWwuaLxLa/oeAnP/mJPKe5pUOSf6655hpj+IoVK5L0GP7d737XGK5p2sKFC+XdtWrVytzH9vqdd96RBwohPv74Y9v+lkbbsXLjSy+9ZBnIQwQQQAABBBBAAAEEEEAAAQQQQAABNQVs/n2ZmoVSFQIIIIAAAggggAAC6RYgeJ9uYeZHAAEEEEAAAQQQQIDgvfyFy5xuWblyJa9qBBBAAAEEENA0LcTgvUMQdKj8d4YdO3ZY8Dds2GDc317uT/DewsVDBNwFCN67++T6sw4/bL/ws/Oyyy7LiW327NnzC3WbHviJGubEHilSQQGC956HYnov/uuS4L0nWro73HTTTfK56C0pLO00ldy+YMEC2/nvuOMOubN7i+0N5xcsWGA7yva3Cfz4xz+WOw8aNEiusKysTO553333yT3NLfIQ9xbzjubPn+/eWX72P/7jP8yr/+Y3Nr+wrF27duY+ttd//etf5cmFEO+++65tf0uj7Vi5saioaPLkyZaxPEQAAQQQQAABBBBAAAEEEEAAAQQQUFCA4L2Ch0JJCCCAAAIIIIAAAtkRIHifHXdWRQABBBBAAAEEECgkAYL38hcuc7QlGo1OmjSpkF687BUBBBBAAAE3gRCD9w8++KDPvx6YC5o/f/65557rPpDgvVmMawQ8BQjeexLlbofa2lr3WoybCgAAIABJREFUH5jGs2+//bbK20wkEi7/1CguLl66dKnK9VNbTgsQvPc8PuMniXFB8N4TLa0dbAPn+un06dMnhaWNk/W8KC0t/d3vficvEVbwvqGhoV27dnIZV1xxhWXRRCJx8sknyz0feeQRS09N09q3by/3nDJlitzT3CIPcW8JN3g/d+5cebm2bduaK7S9fvfdd+WBQoj333/ftr+l0XasU+P9999vGc5DBBBAAAEEEEAAAQQQQAABBBBAAAHVBAjeq3Yi1IMAAggggAACCCCQNQGC91mjZ2EEEEAAAQQQQACBghEgeO/0hcscah8/fnx9fX3BvGbZKAIIIIAAAr4EQgzea5rm5z7MkUhk/fr1FRUVLre4t/wFg+C9r7OkEwJHBQjeH5XIq/+vra318zPW8vNz9OjRH330kWoQJ554oqVO88M33nhDtYKpJ88ECN57Hqj5LalfE7z3REtfh6lTp8onIoQoKSl56aWXQll3586df/rTn8477zzbhf4R4f7Wt75lWSis4L2maa+99prtupYVKyoq5G4XX3yxpZv+sFevXnLn8ePH23Y2GuUh7i3hBu9/97vfycsVFxcb5TldrFmzRh4ohKitrXUa4tK+f//+9evXX3rppZFIxHbaL33pSy7DeQoBBBBAAAEEEEAAAQQQQAABBBBAIOsCBO+zfgQUgAACCCCAAAIIIKCKAMF7VU6COhBAAAEEEEAAAQTyV4Dgve1XLXOrsaGhIX9foewMAQQQQACBFAXCDd673L7Y+GvDqaeealz7vCB4n+LpMqxQBQje59/Ju6fuO3fu7PLjtFWrVocOHVLE5IMPPhg5cqRLtSeccIIipVJGHgsQvPc8XPlNSvDeEy1NHaZNmyYfh97yzDPPhL7oCy+8YHv/+aKiIstaIQbvE4mE7R7NKx4+fPjYY4+Vuy1atMjczbgeMmSI3Hn48OFGB9sLeYh7S7jB+zfeeMN2uUQiYVut0eg0sLGx0eiTwsU777wj/7TUK0xhNoYggAACCCCAAAIIIIAAAggggAACCGRMgOB9xqhZCAEEEEAAAQQQQEB1AYL3qp8Q9SGAAAIIIIAAAgjkvsAVV1zRo0ePaDRq+w1Ic2Nr/mRWwIxve11UVNSlS5fTTz/98OHDuf9KZAcIIIAAAgiELBBu8H7btm1FRUW2/0QO0kjwPuRTZ7p8FyB4n38n7HKv+759+27fvr2kpMTlx2zv3r1/+9vfZpfl4MGDlZWVLVu2dKmzX79+W7duzW6drF4IAnKUdMqUKYWwcf97lN+nBO/964XY895773X6q7WchA9rXdv7rgth/bJuiMF7TdPkl5wQYteuXcamlixZIvdp37690y/ZvOKKK+T+nTt3Nia0vZCHuLeEG7x/6623bJerq6uzrdZofOWVV+SBLVu2NDqkfLF161Z5ZvnFkPL8DEQAAQQQQAABBBBAAAEEEEAAAQQQSIeA9d/lpWMN5kQAAQQQQAABBBBAICcECN7nxDFRJAIIIIAAAggggEAeCNTU1IwePdr2G4dG45IlS/Jgp7myhU2bNhnyThcrV67Mle1QJwIIIIAAApkXCDd4r2maSzrU6R/Wnu0E7zP/wmDFnBYgeJ/TxycXX1tb6/RzUk/da5q2bNky9/veCyFGjhwpT56Zlvr6euO/ZDnt5cILL9yzZ09m6mGVAhcgeO/5ApDfpwTvPdFC73DTTTfJB2G0PPzww6GvaExorGK+MJ7VLzIQvH/kkUeMRS+//HJzMfr19773PaOD5eKnP/2p3F8IsWXLFktP80PbIS6N4QbvP/zwQ9u1/v73v5uLlK+feuopeWCnTp3knim0yDMLITx/F0AKCzEEAQQQQAABBBBAAAEEEEAAAQQQQCAsAYL3YUkyDwIIIIBAbgjs27fv4osv/uCDD3KjXKpEAIHMChhfV8rssqyGAAIIIIAAAggggECBCviJ33fp0oUEflpfHwMHDrT96qfR2KtXLyL3aT0CJkcAAQQQyA+B0IP3Kd/0vk2bNhUVFbZ3eiR4nx8vNnaRMQGC9xmjTvdCtbW1Lr/NZPv27ZYCmpqaIpGI8ZnI6WLQoEHPPPOMZWw6Hn788ccdOnRwKsNo7969+5/+9Kd0FMCcCNgKELy3ZTE3Gm9P44Lgvdkn3dcHDhz46le/auCbLyKRSFVVVboLMK9oXMfj8fSt+8gjjxgLGRdFRUX6V6SeeOIJo9G4KC8vTyQSTiV98sknRk/zxZAhQ5yGuLc/+OCD5nn0a3Pw3n24z2d79uwpr/KHP/zBfbj8gU4I8a1vfct9lM9n5XqEEJ4l+ZycbggggAACCCCAAAIIIIAAAggggAAC6RAgeJ8OVeZEAAEEEFBXQP82+UknnaRuiVSGAALZEyB4nz17VkYAAQQQQAABBBAoXIGFCxfafvXQ3Lh3797CBUrbzhsbG6dOnWp2lq8rKirq6+vTVgITI4AAAgggkD8Cck7jtNNOC7g9l5io/E9tvaVXr1779u3TNO3IkSNyH4L3AU+E4YUmQPA+b07c5cdp3759bbf56quvHn/88fIPUrnlpptuWrNmje0kARsPHDjw9NNPjxgxws9vARg9ejQfnAOCMzxZAYL3nmLyTwyC955oYXXYvXu3y++aXLBgQVgLucwjvwCEEB9++KHLkIBPffrppyUlJfK6P//5zzVNGzZsmPzUHXfc4b5onz595FFCiLffftt9oO2zmQnejxgxQq55xowZtiUZjV//+tflUT/72c+MDkEubM8lM7++J0jZjEUAAQQQQAABBBBAAAEEEEAAAQQKWYDgfSGfPntHAAEECk5g//79xn8m4ab3BXf8bBgBHwIE730g0QUBBBBAAAEEEEAAgfAFRo8ebXxgt73gvveho2/atMnl+8f6KfTq1Sv0dZkQAQQQQACBfBUIN3jf1NRUXV3tlHKx/fvS8OHDFy5c2NTUpAsTvM/XVxr7yqQAwftMaqdvrdraWtsfm0KIvn37yre7NyrZvXv3Nddc4zTW0l5eXr5ixYojR44Yw4Nc7Ny5c86cOa1atbKs4vRwzpw5LvcrDlIJYxFwESB474KjPyW/Zwnee6KF1aFv376yv95yzDHHhLWK+zy2Bbz77rvuowI+a/tvWWOxmKZptr/G5b333nNf8bbbbrPdyMUXX+w+0PbZzATvb7jhBrnm66+/3rYko9H2w9e8efOMDkEu5HqEEHPmzAkyJ2MRQAABBBBAAAEEEEAAAQQQQAABBNIqQPA+rbxMjgACCCCgisD+/fvlb5OfdNJJxO9VOSHqQEANAYL3apwDVSCAAAIIIIAAAggUqEBNTY3td0PNX0xcsmRJgeqEt20/kfuVK1eGtyAzIYAAAgggUBACoQTv169fX1FRYf7Lj/t1r169pk6dqt/i3qJM8N4CwkMEUhAgeJ8CmlJDamtrXe517xK5N++isbFx2rRpbdu2df+BbHk2Go3GYrHLL7981qxZr7766saNG+VM/oEDB9asWfPcc8/98pe//MEPftCxY0fLJJ4PBw0atG7dOnO1XCOQSQGC957a8ruY4L0nWvAO8+fPb9mypYwvhOjateumTZuCL+FzBtsajN+T5XOSZLs1NDS0b99eXvrGG2+UG4Xw9eXhM88803Zsx44dky0vM8H7DRs2yAVHIhH3auUhQgj5H9/ukzg9azv5hg0bnPrTjgACCCCAAAIIIIAAAggggAACCCCQdQFf/+4s61VSAAIIIIAAAkEE9u3bd8YZZ9j+Z4yTTjrpww8/DDI5YxFAIJ8ECN7n02myFwQQQAABBBBAAIEcFejQoYPtR3ij8X/+53/27t2bo7vLbtmNjY1Tp05t0aKFgSlfRCKRioqK7NbJ6ggggAACCOSiQMDgfVNT0/Dhw+V/NDu1FBUVDR8+3CW3Q/A+F19F1KyaAMF71U4kqXrcU/d9+/ZNaraamprrrrvO6Wey//YOn/9p3bq1/yFOPXv16tXc3JzULuiMQLgCBO89PeX3L8F7T7SAHe6+++6ioiJZXm/56KOPUpt/3rx58+fPTyqDvX//ftsyUisgqVHf+9735KXbtGkjN5aWlvqZed68efJYvWXr1q1+ZjD6ZCZ439zcbFuwUYbthc8hy5Yte/zxx/fv3287iW1jIpGwnbyurs62P40IIIAAAggggAACCCCAAAIIIIAAAioIELxX4RSoAQEEEEAgvQLyve6N/6TRr1+/HTt2pHd5ZkcAgdwRIHifO2dFpQgggAACCCCAAAJ5K+DnvvddunTJ2/2nc2Mu/4ZE/1clvXr14l736TwB5kYAAQQQyGeBlIP3u3btmjp1ardu3Yz/cuF5UVFR4XmvToL3+fxqY2+ZEiB4nynptKzjcq/7vn37+rzdvaWyysrKtm3bev6UTneHL3/5y3PmzGlsbLSUx0MEMixA8N4TXP5pQPDeEy1Ih+985zuyudEyePDglCc/+eSThRD9+vV78cUXfU5yzTXXGEubL3wOD9Jt5cqV5hVdri+55BI/CzU1NZ166qm285x00kn/93//52cSvU9mgveaptlW6/KPzi1bttgOkbd2+eWXCyE6deo0c+ZM+VnblqqqKp+T2w6nEQEEEEAAAQQQQAABBBBAAAEEEEAgKwIE77PCzqIIIIAAAhkS2L9/v9N3yoncZ+gMWAaBnBIgeJ9Tx0WxCCCAAAIIIIAAAnkuMHr0aNuvJBqNXbp0WbJkSZ4rhLG9TZs2Of3rEQOzV69eYSzFHP+fvXsBj6I89D8+u0BCCMHcqAtUFANkQ0Htw98qCPUCtqeK8dbFy6MWnmK8VK0tttEeNVptjT1aOd5oWi9gW8FFjfVYpMDxghSEQltoUEBRRAwCIRsChNw2++/ptPNM552dmb2/s/vNc57T2Xff6+fdbHAnv7wIIIAAAgjkrkBMwfve3t5XX301piPutZ/aZ599thNlgvdOlKiDgLUAwXtrH2mftTjrPu7IvWGxjz766EknnaS9M6fhIj8//7LLLlu5cqVhJjxEIIMCBO9t8cU3B4L3tmhxVzjjjDNEcLXkrLPOWr58+YpYvsLhsH4mavBe6//YY4+97bbbTN+Te3p6Jk2apNU0XIwbN07fbequDeOaPiwpKens7HQ+B9NOtMJbb7313Xff7evrM+1w27ZtTz311GWXXVZYWKg10S4uu+wy01aJFI4YMULrX7vwer3z5s0zTPLIkSNXXnmlVkd/cdFFF4lzUIP3WrXCwsJZs2ZF+4w6EAhoNQ0XhYWFYueUIIAAAggggAACCCCAAAIIIIAAAgjII0DwXp69YCYIIIAAAkkWsEjdK4rCQfdJ5qY7BLJCgOB9Vmwji0AAAQQQQAABBBDIHoFgMFhSUmL4rUTDw0AgkD0LTsFKenp68vPzDWj6h16vt6am5siRIykYnC4RQAABBBDIIQHnwfu9e/fGdL69/ge3oigOT1YkeJ9DLz6WmjIBgvcpo01hxxape0VR4jvoPtp0161bd/PNNxvepZP+0OPxnHHGGS0tLdGmQTkCmRIgeG8rL74hELy3RYu7gviCFP2dlxgS6YbgvdbPGWecMXv27DvuuOORRx654447zjvvPOtPMn//+9/HvcCYGmoztLioqamJqc/x48db9KY+VVJS8vWvf/2nP/3p448//uSTT/7oRz+aNWuWxV8iUFulInj/05/+NNpsJ06c+Oabb27atGnjxo2vvfaaz+eLVvOdd94RiQzBe63thAkTrrnmmrlz5z722GN1dXUzZ840Df9r9e+55x6xc0oQQAABBBBAAAEEEEAAAQQQQAABBOQRIHgvz14wEwQQQACBJAtYHObm9/uTPBjdIYBAVggQvM+KbWQRCCCAAAIIIIAAAlkl0NzcfMEFF2i/kmh6Ee1MoayCiGsxTs66X7VqVVx90wgBBBBAAAEE/k3ASfB+48aNNTU1BQUFpv+kMS2sr6+fOHGi9tTf/2JOc3Pzvw0c5QHB+ygwFCMQgwDB+xiwpKl62mmnae+ZhovKyspUTPPNN9+89dZb/X6/YbjEH37ta1975JFHdu3alYpp0ycCiQuIOef7778/8W6zqQfxfYDgfer2V3xBiv7OSxwG7513qCjKueeem7rlG3q2+Gmozdk0VW7oR/9w586difz5MG1c8SIVwftDhw4NGzZMHMt5yfnnn69fvnYdLXjvvGdFUUaMGMFfQdVIuUAAAQQQQAABBBBAAAEEEEAAAQTkFCB4L+e+MCsEEEAAgUQFQqFQtLsafr+f4+4T9aU9AlkqQPA+SzeWZSGAAAIIIIAAAgi4XsD6tChFUQKBwIEDB1y/zuQtoKenp76+3slZ98kbk54QQAABBBDIaQHr4H1vb++rr74a7baFWO7xeKZPnx4MBiORyEMPPaRVOPvssx0qE7x3CEU1BCwECN5b4Mj5VFtbm/aGabiorKxM7nH3osBTTz01a9assWPHGoaO9eHUqVPvuOOOpUuXikNQgoBUAmLOmeC9YYPEb3+C9waiJD4UX5Civ/OSpAfvjz322I8//jiJ67Xu6rHHHrNe7IknntjX12fdifjs1q1bhw8fbt1zHM+mIngfiUR+85vfxDEZtcmgQYO2bdsmCkQikcSD93l5ef/7v/9r2jmFCCCAAAIIIIAAAggggAACCCCAAALyCBC8l2cvmAkCCCCAQHIEQqGQxVn3RO6To0wvCGSpAMH7LN1YloUAAggggAACCCCQJQLBYND61yWJ30ciETVybw3l9Xo5VSlLvitYBgIIIICANAKmwfuNGzfGdL59RUVFfX29uCb1yErnx91HIhGC9yIjJQjEKkDwPlaxDNZva2uzON031ZF7i4V3d3fv3r1706ZNS5YsCQaDDf/4WrBgQTAYfPXVV7du3dra2mrRnKcQkFlAzDkTvDfsl/jhDMF7A1ESH4ovSNHfeUlyg/eDBw9O4koddlVdXW2x3u3btzvsR6x2yy23eL1ei86dPzVw4MBvfetbf/3rX8VRklLS0dExbdo05/PRalqMnmDw/qGHHrLonKcQQAABBBBAAAEEEEAAAQQQQAABBOQRIHgvz14wEwQQQACB5AhYpO79fn9yxqAXBBDIUgGC91m6sSwLAQQQQAABBBBAIHsELrjgAu03IE0vfD7fK6+8kj0LjnElTU1NFh+MqGKjR49etWpVjB1THQEEEEAAAQRsBMTgfVFRkek/V0wLPR5PMBjs7e01HUY99N75cfcE700ZKUQgVgGC97GKZbC+Req+srIygxNjaASyWEDMORO8N2y3+K8+gvcGoiQ+FF+Qor/zEkPwfubMmc7bGmr6/f7UBcstAJcsWWKYif6hRUMnT61evfr000/XdxjH9YMPPrh//34nwyVS58iRIzHNrV+/fj/96U8tRvzJT34SU4f6ymVlZRY98xQCCCCAAAIIIIAAAggggAACCCCAgFQCBO+l2g4mgwACCCCQqEAoFNLftNBf+/1+jrtP1Jf2CGS7AMH7bN9h1ocAAggggAACCCCQDQLBYLC0tFT/n/zidSAQyIalxriGnp6e/Px8UUMr+fsxuTU1NZx1H6Mr1RFAAAEEEHAkIAbvtR/B1hdFRUU1NTVNTU0Ww+zatUtRlCeffNKijuEpTrw3gPAQgTgECN7HgZaRJm1tbdHeaSsrKzN43H1GNBgUgbQJiDlngvcGfPGtieC9gSiJD8UXpOjvvMQQvI9EIrfffrvP53Peg6IohYWFd95559GjR5O4TOddHT16tLi4ONqEnfdjUfO1117zer3RhohWXl5ePmfOnD/84Q8WPSf3qUceeWTIkCHR5qMvr6ioWLlype3oDz/8sN/v1ze0ve7Xr98111zz+eef23ZOBQQQQAABBBBAAAEEEEAAAQQQQAABSQQI3kuyEUwDAQQQQCBRgVAoFO1INyL3ieLSHoGcESB4nzNbzUIRQAABBBBAAAEEXC/gMH5/4MAB1y/VbgE9PT319fVOIvd2PfE8AggggAACCMQp0N3dffHFF9vGLbQKHo9n+vTpFkfci/OI6bh7TrwXASlBIA4BgvdxoKW5SVtbW7Sz7oncp3kvGC4HBcScM8F7w8tA+7efdkHw3kCUxIdtbW2tyfuynlhLS8vKlSsffvjh008/3e/3Dxs2rKCgwOfzjRs3bsqUKc8999yOHTuse0jPs52dnaYkbW1tSZ/AW2+99cgjj1x77bXnnXfeiSeeWF5eXlJSMnr06ClTplx55ZVvvPFGe3t70geNtcPly5fX1tb+x3/8R0lJidfrzcvLKykpueSSSx544IENGzbE2pta/9ChQ2vWrJk/f/6UKVPGjx//xS9+0ev1lpeXV1ZWTpo06Yknnti8eXM4HI6vc1ohgAACCCCAAAIIIIAAAggggAACCGRQgOB9BvEZGgEEEEAgaQIWqXtFUTjoPmnQdIRAtgsQvM/2HWZ9CCCAAAIIIIAAAlkl0NzcXF1drf3usumFz+fLqjWbLSbaHyLUQEaPHr1q1SqzppQhgAACCCCAQBIE6uvrjzvuOO0nr+1FUVGR9fn2pnP6xS9+YVoerZAT76PJUI6AcwGC986tMlLTInWvKAoH3WdkUxg0pwQI3ttut/jPQoL3tmhUQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEZBAgeC/DLjAHBBBAAIFEBSx+xdzv9yfaO+0RQCBnBAje58xWs1AEEEAAAQQQQACB7BEIBoPi7zHrSwKBQLaee6+eda9frHjt9XqPHDmSPfvNShBAAAEEEJBJYOPGjTU1NeLP32glFRUV9fX1ra2tcSyis7MzplYE72PiojICpgIE701Z5CmMdta9oiiVlZXyzJOZIJCtAgTvbXdW/DchwXtbNCoggAACCCCAAAIIIIAAAggggAACCCCAAAIyCBC8l2EXmAMCCCCAQEICoVBIvGGplvj9fo67TwiXxgjkmADB+xzbcJaLAAIIIIAAAgggkCUCTs69f+WVV7Jktf9aRlNTk8UfIlQ/GOGs+39p8b8IIIAAAggkWaC7u3v69OnR7k2I5R6PZ/r06b29vUmeR/TuCN5Ht+EZBJwKELx3KpWJem1tbeKbrVpSWVnJcfeZ2BPGzDkBgve2Wy6+TRG8t0WjAgIIIIAAAggggAACCCCAAAIIIIAAAgggIIMAwXsZdoE5IIAAAgjEKRAKhSx+xZzIfZysNEMghwUI3ufw5rN0BBBAAAEEEEAAAdcLNDc3i7/QbChpbGx0/TojESeR+1WrVmXBSlkCAggggAACsgnU1NQUFBQY/oFh8bCioiK+8+0TXzjB+8QN6QEBgvdyvgba2toszronci/nrjGrrBQgeG+7reK/Egne26JRAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQkEGA4L0Mu8AcEEAAAdkFwuFwa2vrjh07tm/fvm3bth07drS2tqbzYJZoQBape7/fH60V5QgggEA0AYL30WQoRwABBBBAAAEEEEDAFQLBYLC0tFT8tWZ9SSAQaGlpccVyTCdZX1+fn5+vX5Hh2uv11tTUmLalEAEEEEAAAQTiE+ju7g4GgzEdcT99+vRgMJjBOykE7+Pba1ohoBcgeK/XkOfaInVfWVkpzzyZCQJZL0Dw3naLDZ/YKIpC8N4WjQoIIIAAAggggAACCCCAAAIIIIAAAggggIAMAgTvZdgF5oAAAgjIJdDT07Nly5Z777139uzZ55xzTllZmXg7UC0pKSkZM2bMrFmz7rnnnkWLFnV3d6dzJaFQKNrE/H4/x92ncy8YC4GsESB4nzVbyUIQQAABBBBAAAEEclagubm5uro62icGarnP53OpT1NTk/XSRo8ezVn3Lt1cpo0AAgggIK3A3r17jzvuOOsfwfpni4qKZPgjOATvpX1FMTEXCRC8l3Cz2tra9G+5+uvKykqOu5dwy5hSFgsQvLfdXP17lHpN8N4WjQoIIIAAAggggAACCCCAAAIIIIAAAggggIAMAgTvZdgF5oAAAghkUqC7u/v73/9+VVWVeM8vkZLKysrvfve7y5YtS8XaQqGQxVn3RO5TYU6fCOSIAMH7HNlolokAAggggAACCCCQCwJO4veNjY2uoGhqarL4JET9AIfIvSu2kkkigAAC2SpwSI6vJB4v393dHdP59h6PRz3iXp4tJngvz14wE/cKELyXau/a2toszronci/VZjGZHBEgeG+70eKv3BC8t0WjAgIIIIAAAggggAACCCCAAAIIIIAAAgggIIMAwXsZdoE5IIAAApkRWL58+Zw5cywOtBfvAsZRMnv27Ndff72npydZi7RO3fv9/mQNRD8IIJCDAgTvc3DTWTICCCCAAAIIIIBAFgsEg8HS0lLrTzNaWlokF+jp6cnPz7dYhdfrrampOXLkiOQLYXoIIIAAAlksYPFzKp1PJeVP6uzdu7e+vj6mI+5ramq2bNki2/4SvJdtR5iPGwUI3suza9ap+8rKSnmmykwQyB0Bgve2ey3+S5jgvS0aFRBAAAEEEEAAAQQQQAABBBBAAAEEEEAAARkECN7LsAvMAQEEEEi3wGeffVZfXy/e5Etdic/n27FjR1LWaXHCm9/v57j7pCDTCQI5K0DwPme3noUjgAACCCCAAAIIZKtAc3Oz9ccdPp8vKSG9FAE6Oet+1apVKRqdbhFAAAEEEHAoYP3TNm3PJuVnuvXfuzGsZezYsY8++qhDpTRXI3ifZnCGy0oBgvfybKvFWfeVlZUcdy/PTjGTnBIgeG+73YZ/OiqKQvDeFo0KCCCAAAIIIIAAAggggAACCCCAAAIIIICADAIE72XYBeaAAAIIpE/gr3/962WXXdavXz/xDl+qS7xe78UXX7xhw4ZEVhsKhaLNk9R9IrC0RQABVYDgPa8EBBBAAAEEEEAAAQSyT8DJufeBQKClpUW2tdfX11tn/9Sz7mWbNvNBAAEEEMhBgWif26e5PCnBe4dz9ng8wWCwt7dX2u0meC/t1jBfFQw+AAAgAElEQVQxFwkQvJdks9ra2qK9OZO6l2SPmEZuChC8t9138b2L4L0tGhUQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEZBAjey7ALzAEBBBBIucCbb745bdo08a5epkq++tWvLl++PKZlh0Ihi7PuOeg+JkwqI4BANAGC99FkKEcAAQQQQAABBBBAIAsEgsGg9SchksTve3p6nETujxw5kgWbwhIQQAABBLJDwPonbNqeTUPw/tFHHz148KArdo3gvSu2iUlKLkDwXoYN+vWvfx3t5wg3iGXYIOaQywIE7213X3z7Inhvi0YFBBBAAAEEEEAAAQQQQAABBBBAAAEEEEBABgGC9zLsAnNAAAEEUiuwa9cu8X6ebUlxcfHpp59++eWXP/bYY88///zy5cs3bNjw5398bdiwYcWKFYsWLXr88cd/9KMfTZ48uaSkxLZDscKMGTOcr9wide/3+533Q00EEEDAQoDgvQUOTyGAAAIIIIAAAgggkAUC1dXV4gcU+hKfz5eUzF7cVk1NTRafgahTHT169KpVq+IegoYIIIAAAggkXUD/wzSD10n5IW46f4/HM3369GAwmHS61HVI8D51tvScOwIE7yXZ65///Ofim3NlZaUk02MaCOSsAMF7260X37sI3tuiUQEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEJBBgOC9DLvAHBBAAIFUCXR3dz/44IOFhYXi/TzTksLCwrPOOuvOO+989dVXY53Trl277r777mnTpg0ePNi0c9PCH//4x52dnbZjhUIh0+aKovj9fk4zsAWkAgIIOBQgeO8QimoIIIAAAggggAACCLhXIBgMlpaWRvucQS1vaWnJyAJ7enry8/Ot51ZTU8NZ9xnZHQZFAAEEELAQsP7hlbZnUxS8Hzhw4LZt2yyWL+dTBO/l3Bdm5S4Bgvfy7JfhR0llZeVnn30mz/SYCQK5KUDw3nbfDe9diqIQvLdFowICCCCAAAIIIIAAAggggAACCCCAAAIIICCDAMF7GXaBOSCAAALJF+jo6PB4POJtPLGkoqKiqakp+TOIRN5///17771XHNG05JprrjGdQygUsjjnjci9KRqFCCAQtwDB+7jpaIgAAggggAACCCCAgLsEnMTvA4FA2hL49fX11pH7fv361dbWHj161F3OzBYBBBBAIEcExI/977rrrt+n8ut3v/udOGiKgvennHKKG/eR4L0bd405yyZA8F6qHdHOvSdyL9W+MJlcFiB4b7v74r9XCd7bolEBAQQQQAABBBBAAAEEEEAAAQQQQAABBBCQQYDgvQy7wBwQQACBJAu8//77EyZMEO/hGUq++c1vLl++PBwOJ3n4f+/uzTffvOKKKwYMGGAYXXy4adOmf28asU7d+/1+Q30eIoAAAgkKELxPEJDmCCCAAAIIIIAAAgi4SKC5ubm6ulr8gEJf4vP50rCipqYm/aDi9bhx49atW5eGmTAEAggggAAC8QmIP7xeeeWV+Lpy2EpLw+qHJniv1yN4r9fgGoH4BLS3GpLe8QEmvdXPf/7zysrKpHdLhwggEJ8AwXtbN/2/VNVrgve2aFRAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRkECB4L8MuMAcEEEAgmQLPPffc4MGDxRt4+pIBAwZcffXVyRzVrq+dO3cWFBTo5yBeDxw4cN68efqeLM669/v9HHevt+IaAQSSIkDwPimMdIIAAggggAACCCCAgIsESktLxc8o9CUpPfe+p6fHyVn3HHTvolcUU0UAAQRyU0D/o1O9Jnif8VcCwfuMbwETyAIBgvcSbmJHR4eEs2JKCOSmAMF7230X/5FM8N4WjQoIIIAAAggggAACCCCAAAIIIIAAAggggIAMAgTvZdgF5oAAAggkR2Dv3r0TJ04Ub91pJR6PJ+Nh9X379s2ZM0ebkunF7t27Lc66J3KfnJcLvSCAgJkAwXszFcoQQAABBBBAAAEEEMh+gWAwaJvAb2lpSSKEGrk3/WBEK6ytrSVyn0RzukIAAQQQSJ2A9sNLu0h18L6jo0MbS7u48MIL5yb8pfWmXYwYMSJ1dKnrmeB96mzpOXcECN7nzl6zUgQQiEOA4L0tmvbvSe2C4L0tGhUQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEZBAjey7ALzAEBBBBIgsDHH388duxY7XadeFFZWblixYokjJSMLr7yla+IM9RKjjvuuAkTJmgPDRcZ/9sByQCgDwQQkFSA4L2kG8O0EEAAAQQQQAABBBBIvUBzc7PhIwjDQ5/P19jYmJSJNDU1nXrqqYb+DQ/HjRuXlLHoBAEEEEAAgTQIGH6KKYqS6uD9oUOHxEFTVFJQUJAGw6QPQfA+6aR0mIMCBO9zcNNZMgIIOBcgeG9rJf7rlOC9LRoVEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABGQQI3suwC8wBAQQQSILAiBEjxJt2WkldXV1XV1cShklSF+FwuKGh4ZhjjtFm6PDC7/cnaQp0gwACCJgIELw3QaEIAQQQQAABBBBAAIGcEXBy7n0gEGhpaUmEpL6+Pj8/3+KTkH79+nHWfSLCtEUAAQQQSL+A+HON4H36d8EwIsF7AwgPEYhDgOB9HGg0QQCB3BEgeG+71+I/kgne26JRAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQkEGA4L0Mu8AcEEAAgUQF3n77bfGOnVYyadKkRAdITfvdu3drk3Ry4ff7Oe4+NVtBrwgg8E8Bgve8FBBAAAEEEEAAAQQQyHGB5ubm6upq648pfD5f3EpNTU3WnY8bN27dunVx909DBBBAAAEEMiIg/nQjeJ+RjdAPSvBer8E1AvEJELxX3TZs2PD6668vXrx43rx5CxYseOWVV95+++34SMVW77///sqVK5csWfLwww83NDQsWrTo/fff7+npEWtSknGBvr6+Tz75ZOXKlYsWLWpoaPjtb3+7bNmycDiclIm9+eabjY2NCxYsmDdv3uLFi5ctW7Z58+ak9EwnqRMgeG9rK/4jmeC9LRoVEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABGQQI3suwC8wBAQQQiF9g/fr1gwcPFm/XKYpSVlb22muvxd91ulq+8cYbw4YNM12CvpDIfbo2hHEQyGkBgvc5vf0sHgEEEEAAAQQQQACBfwk4jN83Njb+q4X9/5566qn6DzrEayL39ojUQAABBBCQVUD8uUbwPuN7RfA+41vABLJAIDeD99u3b587d674xh6t5IEHHjh69KjD7W5pafnZz37Wr1+/aL0Zyr/85S8vW7bMYedxV+vr6zOMqz7csmWL8z6XLl0qdjJy5EjnPUQikW9+85tiJ2pJTP0kt/KSJUvEfLU4z2HDhvX29joZuru7+4UXXrjgggsKCwvFfsQSr9f7xz/+0UnP1EmzgPjCuP/++9M8B8mHE1/PBO8l3zKmhwACCCCAAAIIIIAAAggggAACCCCAAAIIqAIE73klIIAAAi4W2Lp1a3l5uXivTi3ZtWuXW9a2Z8+eSZMmRVuIoih+v98ta2GeCCDgagGC967ePiaPAAIIIIAAAggggEByBYLBYGlpqcXnFYqitLS02A7a09NTX19v3U9tba3zsIrtiFRAAAEEEEAgzQLijzmC92neAnE4gveiCSUIxCqQa8H7vr6+b3zjG16vV3xXty4ZN27chg0bbHm//e1vFxQUWHdl+uy5555r23kiFSQJ3re2tg4cONBUQFEy9stdra2t0aYklk+aNGn37t3We7Fv374RI0aIba1LvF7v3Llz+a9ma9v0P0vw3tZcfGETvLdFowICCCCAAAIIIIAAAggggAACCCCAAAIIICCDQMbuzciweOaAAAIIuF3ghBNOEG/UqSVnn322u1bX3NwcbS39+/dft26du5bDbBFAwKUCBO9dunFMGwEEEEAAAQQQQACBFAlYfF6hfo7h8/msz71vampyctZ9iuZPtwgggAACCKRHQPx4n+B9euQtRiF4b4HDUwg4EXjjjTdWrFhxyj++XnnllTfeeGPz5s1OGrq3zmeffSa+nzssGTBggO3CHXZlWm3Tpk22/cddQZLgfUNDg+na1cLW1ta4Fxh3w127dlVUVFjMSnzK5/Nt2bLFYsRbb71VbOWwZMKECXv37rXonKfSLEDw3hZcfG0TvLdFowICCCCAAAIIIIAAAggggAACCCCAAAIIICCDAMF7GXaBOSCAAAIxC4TD4XPPPVe8S6coyne+851wOBxzj5lrEAqFbH8BXVGUnp6ezM2RkRFAIFcECN7nyk6zTgQQQAABBBBAAAEEYhFobm6urq42/RxGKxTj901NTdqz0S74U4Ox7AN1EUAAAQTkFRB/0mUkeH/77bcnbiSupaCgIPFu098Dwfv0mzNilgmI7wbnnXdelq3RsJxEgveKovTv3//tt9829Kl/KJLGVHL88ce3t7frO0zWtSTBe4/HYwEyZcqUZK3XYT/f+MY3LOZj/VR3d3e0URIJ3quD9vX1Reuc8jQLELy3BRe/Uwje26JRAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQkEGA4L0Mu8AcEEAAgZgF7rvvPvEWnVoSc18ZbeAwda8oyh133JHRmTI4AgjkhADB+5zYZhaJAAIIIIAAAggggEBcAqWlpdE+jVHLA4FAS0tLJBLp6empr6/Pz8+3qN+vX7/a2tq4JkIjBBBAAAEEpBMQf+QRvM/4JhG8z/gWMAG3C4jvbATvRRNDyYQJEyz+lrqhchwPb7vttlS8riQJ3luDeDyeHTt2pGL50fq0no/1s/fff3+0bhMP3i9YsCBa55SnWYDgvS24+J1C8N4WjQoIIIAAAggggAACCCCAAAIIIIAAAggggIAMAgTvZdgF5oAAAgjEJvD222/3799fvEWnKMpVV10VW1+Zru3krHt1pV6vd9myZZmeL+MjgECWCxC8z/INZnkIIIAAAggggAACCCQg4OTce5/P19jYaPtxx7hx4zjrPoGtoCkCCCCAgHQC4g0LgvcZ3ySC9xnfAibgdgHxnY3gvfUfF1PFnnjiiWhbL5LqSwoLC/UPTa8HDx4cCoWi9R93uSuC94qipDOv29bWZroFf5+G1+sdPXr0mWeeWVlZGe2XFgYPHtzc3Gy6I7bB+4KCgmhDq+XDhg07dOiQaecUplmA4L0tuPhiTuc3su30qIAAAggggAACCCCAAAIIIIAAAggggAACCCAQTYDgfTQZyhFAAAF5BUaMGCHen1MU5fzzz7c4Q0DC9YRCIdOFRCscOnTo7t27JVwIU0IAgawRIHifNVvJQhBAAAEEEEAAAQQQSIVAX1/fU089dcwxx0T77MJJeW1t7dGjR1MxPfpEAAEEEEAgUwLiT0CC95naC21cgvcaBRcIxCcgvrPlZvB+5MiRv/rVrzZv3rx3795IJHL06NGNGzf+7Gc/E33UkpNPPjkauNiktLR03rx569ev/+yzz9RWn3322Q033GARvf71r38drf+4y2UI3q9du1b0MZSMGTMm7jXG2vDBBx80jK4oysCBA++99949e/ZovR04cKCoqEisqSjKD37wA62a/kIM3vfv33/q1KlLly7duXPnkSNHIpFIc3Pz//zP/1x99dWmPSuK8tvf/lbfJ9eZEiB4bysvvoYJ3tuiUQEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEJBBgOC9DLvAHBBAAIEYBP77v/9bvDmnKMqBAwdi6CXTVUOhkMXhb3v27Dl48OC4ceNMV5rpuTM+AghkswDB+2zeXdaGAAIIIIAAAggggEDyBILBYGlpqekHF9EK+/fvX1tb29nZmbxZ0BMCCCCAAAKyCIg//gjeZ3xvCN5nfAuYgNsFxHe23Anee71efbg62lbOnj1bVFIUZf78+aZNtMrvvfeeaQV94e7du00T3VOmTNFXS8p1xoP3XV1dZWVlmo/FxY033piUJVt3snLlStM5RGv12muvmdZ//vnnxSZa8P64444zraBvsmPHjsGDB4udDxkypK+vT1+T64wIELy3ZRdfvQTvbdGogAACCCCAAAIIIIAAAggggAACCCCAAAIIyCBA8F6GXWAOCCCAgFOBPXv2mB6qlp+f77QLOepZpO79fr86x6amJvE2pKIoH330kRyLYBYIIJCFAgTvs3BTWRICCCCAAAIIIIAAAqkRaG5urq6uNv3swrRw3bp1qZkIvSKAAAIIIJB5AfFnH8H7jO8KwfuMbwETcLuA+M6W9cH7PXv2lJSUnHnmmRs2bHCyfXv37u3fv78I9cMf/tC0eUlJyUknnfT666+bPisWfutb3xI7HzdunFgzwZKMB+9feeUVcaWmJWVlZQku1knz6667Thx9woQJFm3PPvtssckll1wiNrnjjju+8IUv1NXVqYfbixUMJbW1tWLPiqLs37/fUJOH6RcgeG9rLr56Cd7bolEBAQQQQAABBBBAAAEEEEAAAQQQQAABBBCQQYDgvQy7wBwQQAABpwJXXHGFeGdOUZTHH3/caRcS1AuFQqarUBTF7/frz08wrXbRRRdJsAimgAAC2SlA8D4795VVIYAAAggggAACCCCQMgEn596rZ92nbAp0jAACCCCAQOYFxA/zCd5nfFcI3md8C5iA2wXEd7asD97HsWWTJ08Woa655po4uhKb3HfffWLn48ePF2smWJLx4P2ll14qrnTWrFlioaKk47e8Ro0aJQ79s5/9zMJ5wYIFYpMhQ4ZYNHH41DvvvCP2rChKU1OTwx6oljoBgve2tuKrl+C9LRoVEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABGQTScUtGhnUyBwQQQMDtAl1dXX6/X7wtd+KJJ4ZCIbesLhQKWZx1r4/cqys6dOiQ6apHjRrV0dHhllUzTwQQcJEAwXsXbRZTRQABBBBAAAEEEEBAHoFgMCh+aKMoSm1tbWdnpzzzZCYIIIAAAgikSED8OUjwPkXUzrsleO/cipoImAqI72wE70Woyy67TIS69NJLxZpxlHzta18TO7/55pvj6Mq6SWaD97/4xS/EZX71q1+NRCJiuaIora2t1stJ8NmXX35ZHHfkyJG23Z522mliQ9tWthV27twpdqsoyrp162zbUiHVAgTvbYXFVy/Be1s0KiCAAAIIIIAAAggggAACCCCAAAIIIIAAAjIIELyXYReYAwIIIGAv8MADD4j35BRFWbFihX1jOWpYp+79fr/pNFevXu3xeMS133XXXab1KUQAAQQSESB4n4gebRFAAAEEEEAAAQQQyGUB8bOL9BxFmMvmrB0BBBBAQB4B8ecgwfuM7w7B+4xvARNwu4D4zkbwXtzTs846S4S69tprxZqxlrz33nv9+/cXO3/99ddj7cq2fmaD92eccYa4zF/+8peRSKRfv37iU7/4xS9sV5RIhQcffFAc9Bvf+IZtn3PmzBEb2rayrbB+/XqxW0VRtm/fbtuWCqkWIHhvKyy+egne26JRAQEEEEAAAQQQQAABBBBAAAEEEEAAAQQQkEGA4L0Mu8AcEEAAAXuBsrIy8Z7c5Zdfbt9SmhoWZ937/X7xuHtt4rNmzRLXXlhYuH//fq0OFwgggEBSBAjeJ4WRThBAAAEEEEAAAQQQyEEB8bMLgvc5+DJgyQgggEDOCog/BwneZ/zFQPA+41vABNwuIL6zEbw37GlfX19xcbEIdffddxtqxvpwz549J510ktjzcccd19nZGWtvtvUzGLzfsWOH+Dfo8/Pz1WPtv/71r4sIZ5xxhu2KEqnw7W9/Wxz0tttus+1z3rx5YkPbVrYVGhoaxG69Xm97e7ttWyqkWoDgva2w+OoleG+LRgUEEEAAAQQQQAABBBBAAAEEEEAAAQQQQEAGAYL3MuwCc0AAAQRsBI4ePSrekHPRb29bnHVvHbnXXObPny8KHHPMMVoFLhBAAIGkCBC8TwojnSCAAAIIIIAAAgggkIMC4gcXLvroJgf3iyUjgAACCCRXQPw5SPA+ucJx9EbwPg40miCgFxDf2Qje630ikcj1118vKimKsnfvXkNNi4cr/vW1aNGiBx54YObMmaZ9Kooyffr03t5ei67ifipa8P7rX/96wPHX1KlTxZmPHDnSelZibllRlJdeekltdejQoUGDBond3nvvvdbdJvKsz+cTR3z++edt+1y1apXYsLu727ahRYX9+/fn5+eL3c6aNcuiFU+lTUB8Ad9///1pG90VA4mvXoL3rtg4JokAAggggAACCCCAAAIIIIAAAggggAACCBC85zWAAAIIuEDg0UcfFW/ITZgwwQVTj0QsUveKolgcdK9fXTgcFgX4/XU9EdcIIJAUAYL3SWGkEwQQQAABBBBAAAEEclCADy5ycNNZMgIIIICAJiD+HCR4r+Fk6oLgfabkGTdrBMR3NoL3+s395JNPBg4cKCqddtpp+mq212IPpiWjRo3av3+/bW/xVYgWvDedSUyFtsF70946Ozu1hVxxxRVindGjR/f19Wl1knjR19fn8XjEEZctW2Y7ypYtW8SGu3fvtm1oUWHu3Llin/q/TWDRlqfSIEDw3hZZfAETvLdFowICCCCAAAIIIIAAAggggAACCCCAAAIIICCDAMF7GXaBOSCAAAJWAt3d3ccff7x4Q+7FF1+0aibNc6eeeqo4ebXE7/c7n6ZpJ0eOHHHeAzURQAABWwGC97ZEVEAAAQQQQAABBBBAAAFTAdMPLkxrUogAAggggED2CYg/BwneZ3yXCd5nfAuYgNsFxHc2gvf6Pb3kkktEIkVRnnzySX0122vTTsTCTz/91LaruCvIFrzXL+S1114TNRRFWbNmjb5asq4PHz5sOtz69etth9izZ4/Ydtu2bbYNLSqYHndfVlbW1dVl0Yqn0iZA8N6WWvymIHhvi0YFBBBAAAEEEEAAAQQQQAABBBBAAAEEEEBABgGC9zLsAnNAAAEErASeeeYZ8W5cVVVVOBy2aibHc6FQSJy8WuL3+x0ed68u5ctf/rLY1WOPPSbHQpkFAghkiQDB+yzZSJaBAAIIIIAAAggggEDaBcRPLRSFj9/Tvg0MiAACCCCQIQHx52BGgvdf+cpXvp/wl7iWgoKCDLkmNCzB+4T4aIxAJCK+GxC8178uRB9FUYqLi0OhkL6a7bVpP4bCK6+80rafRCpkKnjf1dVlWKn6UL+W7u7uoUOHitVuuOEGfbVkXe/du1ccS1GUpqYm2yFMfzHgz3/+s23DaBU6OjpMJ/PDH/4wWhPK0yxA8N4WXHwNE7y3RaMCAggggAACCCCAAAIIIIAAAggggAACCCAggwC/+SfDLjAHBBBAIKrApk2bxFtxo0aN6unpidrG8RNr1qx59NFHHVePrWIoFLI46z6myL06cDgcHj9+vKixdu3a2GZGbQQQQCC6AMH76DY8gwACCCCAAAIIIIAAAlYC4kcWBO+tvHgOAQQQQCC7BMSfgxkJ3ovTSEoJwfvserWyGgScCohvIATvVbudO3cee+yxos8JJ5zQ0dHh1Pdf9cR+xBKv12vR85VXXjk9xq9169b9a/z/+99MBe8vueQScbG33367fm6RSGTNmjViNUVRGhsbDTUjkchHH30UI8b0c889V+unqanJdKyPP/5YqxPtoqenR2z7+uuvR6tvXX7vvfeKvakl1g15Np0CBO9ttcWXMcF7WzQqIIAAAggggAACCCCAAAIIIIAAAggggAACMggQvJdhF5gDAgggEFXgpptuEm/FzZ8/P2qDWJ4oKChQFGXOnDmxNHJU1zp17/f7HfUiVHruuedEjVTMXxiZAgQQyBUBgve5stOsEwEEEEAAAQQQQACBZAuIH1kQvE+2Mf0hgAACCMgrIP4cJHif8d3ixPuMbwETcLuA+M5G8D4SiXz++ed+v1/EURTlrbfeimPTTbsSC7/0pS/t3r3btP+RI0eK9a1Lfv/73+u7ykjw/sCBA/n5+eI8//a3v+nnpv5dgIqKCrHmJZdcYqgZiUQ2b94s1rQu8Xq9Wj/r1683rRwNX2uoXohtX3rpJUMdJw8bGho8Ho/Ym6IoU6ZMcdIDddIjQPDe1ll8GRO8t0WjAgIIIIAAAggggAACCCCAAAIIIIAAAgggIIMAwXsZdkHGOUybNu3DDz+UcWbMCYEcEzA9LuDw4cOJM8ybN0+7ydfW1pZ4h/oeLM669/v9cRx3r3be1dU1dOhQbdrqRXFxcVdXl350rqUSOPPMMw8cOCDVlJgMAhYCBO8tcHgKAQQQQAABBBBAAAEELAQMn1eoDy3q8xQCCCCAAALZJCD+HCR4n/H9JXif8S1gAm4XEN/ZCN7v379//Pjxokwi//kTrTexfMKECaFQSHxduTR4P3/+fHGNJ598srjASCRy1113iZXz8/PFygkG7zdu3CgOpCjKp59+Ko5lKDH9+wW/+93vDNWcPPR6vabTKC4u3rFjh5MeqJMeAYL3ts7iK5ngvS0aFRBAAAEEEEAAAQQQQAABBBBAAAEEEEAAARkECN7LsAsyzmH48OGKopC9l3FvmFOOCYj34RI8La21tfWcc84Rux02bNj69esT17U46z6RyL02sS1btoiTv+aaa7QKXMgmUFRUpChKWVmZbBNjPgiYChC8N2WhEAEEEEAAAQQQQAABBGwFxM8rEvwMx3ZEKiCAAAIIICCPgPhzkOB9xneH4H3Gt4AJuFdg9erVY8eOFd/ZFEVpbGx077oSnPnBgwdNTRRF+dKXvtTa2ppg/5FIpKenZ8eOHT/4wQ/U31cxHW7ZsmWGgVIXvN+yZYthLIuHS5cuFSc8cuRI0yYffviheKK71+u1OFhe7Nz0PzkTDN5/+umnpgNt27bNdCH6wvb2drHt2rVr9XVsr19++eX+/fuL/SiKMm/ePNvmVEizAMF7W3DxxUzw3haNCggggAACCCCAAAIIIIAAAggggAACCCCAgAwCBO9l2ARnKAIAACAASURBVAUZ56DeyCwsLNy1a5eM82NOCOSMgHgfrqKiIpHVV1VViX2qJYWFhYn0HIlELFL3iqLEfdC9YVbi/MvLyw11eCiPgBq8VxTF9AwKeebJTBBQBQje80pAAAEEEEAAAQQQQACB+ATEzytMUxDxdU4rBBBAAAEEJBcQfw4SvM/4lhG8z/gWMAE3Chw+fPjmm2+Odtq2+l73rW99KwfveR0+fHjKlCniu72iKKNHj25ubk7udnd0dNxyyy2mw51yyimGsdwYvL/nnnvE1Xm93pLoX2J907M0Egzet7a2mg7U1NRkYBcftrS0iG03b94s1oxW8tprr+Xl5Ymd/L3knnvuidaK8gwKELy3xRdfzwTvbdGogAACCCCAAAIIIIAAAggggAACCCCAAAIIyCBA8F6GXZBxDtpfECd7L+P2MKecEdi0aZN4H+7OO++MG2Dt2rVih/qSurq6uDuPRCKnnnqqvjf9td/vT6RnfVt9t9q1vgLXUglowfvy8vIc/D0kqfaCyTgRIHjvRIk6CCCAAAIIIIAAAgggIApon1HoL8RqlCCAAAIIIJCVAvoff+p1qoP3R44cEQcdM2bMVxL+ErstKSlx464RvHfjrjHnjAtEO+je8M7g8/kyPtV0TuDAgQOTJ082IGgPd+7cmaLJXHXVVdoo+gvDcG4M3otxZf0CnV+LcfQEg/ednZ2mo69fv97ALj7cuXOn2HbHjh1iTdOSJUuW5Ofniz2oJaZNKMy4gPhKvv/++zM+K6kmIL6kCd5LtUFMBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiCZA8D6aTK6Xa8F7RVEGDRqU6xysH4EMCTz44IPifbgNGzbEN50XX3yxoKBA7NBQMmfOnO7u7jiGCIVChq60h36/P1nH3UciEa1b/UUcE6ZJegS04L2iKGVlZQcOHEjPuIyCQHwCBO/jc6MVAggggAACCCCAAAII6D+m0K5hQQABBBBAIEcEtJ992kWqg/ddXV3aWNpFY2Nj4uBab9qFeLpy4qOkoQeC92lAZohsEujo6KitrdW+8W0vAoFAS0tLNglYrOVLX/pSNJBhw4ZZNEzwqc8++8x0XEO3bgzem64rjsKKioq+vj49SILB+0gkYpp+X7ZsmX4U0+sNGzaIS9i3b59pZbHQ6/WKzdWSG264QaxPiQwCBO9td0F8VRO8t0WjAgIIIIAAAggggAACCCCAAAIIIIAAAgggIIMAwXsZdkHGOajB+/79+6v3AAoLC1P3d8plXD9zQiAuAe2e2fDhw1etWhUOh+Pq5p+N+vr6SkpKtD7Vi2uuuSaOPnt6egz92D4cP36884FCoZDFWfdJjNyrU6qpqRHn39PT43zC1EyngD54r25ceXl5OifAWAjEJEDwPiYuKiOAAAIIIIAAAggggIAmIH5YoSh8/K7xcIEAAgggkOUC4s9BgvcZ33KC9xnfAibgFoHDhw9bJH7F9zdDSSgUcstK45jn2rVry8rKDEtWHx5//PHbtm2Lo8+YmpgOHVMPTir39fWZDrRlyxYnzdU6S5cuFTsZOXKk2EO0U+XF5k5Krr/+enGIREpmzJghjvvYY4/Z9vncc8+JDW1b9fb2XnfddWJDteTWW281/GUB2w6pkE4Bgve22uJrm+C9LRoVEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABGQT4zT8ZdkHGOajB+wsvvPDkk09WbwMMGjToww8/lHGuzAkBOQQ2bdpkuGdWXl5+9dVXxx0Ib2pqMnSoKMqzzz4b63JbW1vPOeccsSvbkvXr1zscyyJ17/f7HXbivNqiRYvEyTufrfOBqJkUAS14P2rUKG3jOPc+KbZ0kgoBgvepUKVPBBBAAAEEEEAAAQRyQUD7b179RS4snDUigAACCCAQiUT0P/7U68WLF7en8uvAgQPioJx4r381ErzXa3CNQDSBt956q6KiQnw/cV4yYsSI1157LVr/ri7//e9/X1hYGI3i008/TcPqTEdP+rhpDt6//PLLpuuKr7C0tLSzszOJJt/73vfEmdx00022Q/znf/6n2NC21SWXXCK20kpsm1MhswIE7239tRezdkHw3haNCggggAACCCCAAAIIIIAAAggggAACCCCAgAwCBO9l2AUZ56AF78PhsD57L+NcmRMCEgiEw+HTTz9du1Wmv1Dj96+++mqsCfwFCxbo+1GvYz03YMeOHVVVVWI/asnUqVPnzp0b7dnCwkInv6MWCoWi9eD3+5N+3H0kEtm1a5c44hNPPCHBC4EpmAhowfuuri4te19WVkb23gSLIgkECN5LsAlMAQEEEEAAAQQQQAABVwqIH1Zw4r0rN5JJI4AAAgjEJWD6czD9hU5uatiuT5z2KaecYttKwgoE7yXcFKYklUBHR0dtba31WfcFBQX19fXBYLC0tFR8c9CXBAKBlpYWqRaY4GSeffbZAQMG6Neovz7ttNMS7N9hc/2g2rXDts6rpTl4f/HFF2trScrFyy+/7HyxtjWffPJJcVZnnnmmbcPq6mqxoXWr1tZWsYla0q9fv/nz51s359mMCxC8t90C8RVO8N4WjQpuF3j66afdvgTmjwACCCCAAAIIIIAAAggggAACCCCAwP8dP4ACAqYCWvBefVafvefce1MxCnNZYM+ePcXFxeINM9MSNYfvJIQ/bdo0Qw9f+9rXYnIuKCgw9KA99Hg8tbW1Wm/W8+/u7tZq6i9CoVC0s+5TFLnXRr/wwgu1tagXZ5xxhvYsF1IJaMF7dVaG+L1UU2UyCEQiEYL3vAwQQAABBBBAAAEEEEAgPgHDJxXqw/i6ohUCCCCAAAKuEzD9OZj+whQF7xVFGTZsWF1d3b59+1y0NQTvXbRZTDXNAmrk3vo9qqCgoLe31zCxYDBo3So74vdHjx69/PLLo6105syZXV1dBpkUPezp6TGdRtKHS2fw3jTWPmzYsAZnXzNmzBBN8vLykmhy6NAh07+5sHz5cotR/vKXv4gTs/hrdH/84x+HDh1q2kRRlD/84Q8WY/GUPAIE7233QnyRE7y3RaOCewVmz56tKMqQIUPcuwRmjgACCCCAAAIIIIAAAggggAACCCCAgCZA8F6j4OLfBAzBe8O592Tv/w2LBzkvcMUVV4h3y6xLhg8ffvPNN69atSocDkfzGzZsmKGTuXPnRqssls+bN8/QXHuYl5f33HPP6Zts3759zJgxWgXDxbnnntvW1qavH4lELFL3iqKk4qB7/QTuuusuwySLi4v1FbiWR8AQvI9EIl1dXdr2ce69PDvFTFQBgve8EhBAAAEEEEAAAQQQQCA+Ae0/dfUX8XVFKwQQQAABBFwnoP/xl8Hr1AXv1UXl5+evXbvWLbtD8N4tO8U80yywevXqsWPHWr9TTZo0aevWraYTMz3TW9+bz+dLynuR6ehpKNy3b9/kyZP1K9JfX3fddeLfI3Ayq88++6yhoeHdd991Ulmr8+tf/1o/unatVUjWRTqD95MmTdIWol18//vfd7iWNWvWaK30Fw6bO6x2+umn6ztXr6+99lqL5j/60Y/EJscff7xpk0WLFg0cOFCsr5aUlZWZtqJQQgGC97abIr7OCd7bolHBpQJq6p7gvUu3j2kjgAACCCCAAAIIIIAAAggggAACCIgCBO9FE0r+T8AQvI9EImTveWUgEE1gwYIFXq9XvGHmpGT48OGm8fuOjg6Px2PoYcGCBdHmoC/v6em5/vrrDW21h6WlpW+99Za+vnrd0tIydepUrZrhYvz48Tt37tS3inbWvaIofr9fXzMV1y+88IJhhoqitLa2pmIs+kxQQAzeRyKRUaNGqTtYVlZG9j5BYZonV4DgfXI96Q0BBBBAAAEEEEAAgdwR+OQfXw888MDw4cOvuuoq9WHuLJ+VIoAAAgjkuID4iX1GSpISdrWd+dSpU4PBYE9Pj+SbTvBe8g1iehkR6OjosL6rW1BQUF9fb50tDwaDpaWl1u8VLS0tGVlg4oNWVFREW5rH44m7/zfffFNRFI/Hc/nllxtuOkfrs7m5ecSIEaaTidYk7vK0Be8/+OAD8XcAFEX505/+5HDy0abqsLnDaj/5yU9E+cGDB0drfuTIEZ/PJza56aabTJuYIqjNR48evW3bNtNWFEooQPDedlPE7wuC97ZoVHCpgPZq58R7l+4g00YAAQQQQAABBBBAAAEEEEAAAQQQMAgQvDeAZObhrl27fiDZ1+DBgxVFmTx5sl4kHA5rH5IOGjRI/xTXCOS4wKJFi/r166d9g8R6UV5efvXVV+t/Sev9998XO3nnnXecOJ9zzjliW60k2vkMkUiks7NTqyZeDBs2bP369eoEQqGQWEEt8fv9qT7uPhKJbNiwQZzAn//8Zyc+WV9Hsp8nP8jLy1M3Sy/f1dVF9l4PwrU8AgTv5dkLZoIAAggggAACCCCAgBsF/uu//ktRlEsvvdSNk2fOCCCAAAIIxC0gfmKfkZL0BO/VpQ0bNmzfvn1xi6WhIcH7NCAzhLsEnJx1b3EjVb/Y5uZm63c5l557/8Ybb0RbV0FBQTAY1CPEdK0G79XOCwoKNm/ebN189+7dEydONJ3MqFGjrNvG8Wy0NPuWLVuc97Z06VJxwiNHjtT3UFdXJ9YZO3asvo7ttdiDoigffPCBbUPnFbZv3246Sl9fn2knN998s2n9VatWGep3dXXNmjXLtLKiKFOnTnXvH60wrDRHHhK8t91o8dVO8N4WjQpuFLjmmmu0VzvBezfuIHNGAAEEEEAAAQQQQAABBBBAAAEEEBAFCN6LJhkoCQaD2oePUl0MGzbMwBEOh0855RR1koMGDfrwww8NFXiIQC4LJJK913/vX3311bfeequ+RFGU/v37h8Nha961a9cee+yxhobaw5kzZx49etS6h0gk8swzzwwYMEBrZbiora21OOs+DZF7bf7aOeraDJ988knt2Vy+0EBkuxA3paurS5tkWVmZWIESBNIvQPA+/eaMiAACCCCAAAIIIIBANgkQvM+m3WQtCCCAAALOBbRPejN7kZTg/YoVK2bMmGFxGK+4xoULF3Z3dzvnSk9NgvfpcWYUVwisXr1a/M7Vl0yaNMlh5F6/3ubm5urqan0/4rXP59M3kfnaVklcnUXJ5Zdfrl+sPnhvaHX++effeOONdXV1P/nJT2688cZoeXu11ciRIzs6OvQ9J+U6PcH7aMKxHvB+8sknGwwVRamoqIiWio+P6JVXXhFHURTlxBNPrKurW7Zs2V/+8pfly5ffd999ptUURfnlL38pDn3hhRdGqx9H+caNG8UhKEmnAMF7W23xhU3w3haNCu4S0Efu1Rc8wXt37SCzRQABBBBAAAEEEEAAAQQQQAABBBCIJkDwPppMWsu14H2BNF/qJ6Fi8D4SiZC9T+uLg8FcJZDguffiLTd9ie2vZbz44osFBQX6Jvrr2tpa5/faV65cWVxcrG/u5Lqqqiqd23XiiScaZnXfffelcwLSjqWxSPIjRZuPqZh27r2iKAcOHDCtQyEC6RQgeJ9ObcZCAAEEEEAAAQQQQCD7BAjeZ9+esiIEEEAAAScCS+X42rt3r5PZOqmzffv2wYMHa59v2178/SZOXV3dvn37nHSenjoE79PjzCiSC3R0dNTW1nq9Xovv4oKCgt7e3rgXUlpaatG5oiiBQMAVh3hHi4Vbry7as86D99F6MC3/zW9+E/dOWTRMT/D+uuuuExf1//7f/7OYmOlT9fX1Yj+Koqxevdq0fnyF0UxMhxYLKysru7q6xKEJ3osmri4heG+7feJ3B8F7WzQquEtAe5GfddZZ6jXBe3ftILNFAAEEEEAAAQQQQAABBBBAAAEEEIgmQPA+mkxay7XgfVpHtRxMPbjbNHgvZu8te+JJBHJLYMGCBda/uqHdcoj14phjjglYflmcvpKfnx/rNmzZsiWmGVZVVSXruPuPPvrIcqH/fFL8LZbRo0dfkq6vFP1WR6zbZFpf3bi8vDzTZ9NfqL0yTYfu6urSsvdlZWVk702VKEynAMH7dGozFgIIIIAAAggggAAC2SdA8D779pQVIYAAAgjkrMDBgwcbGhqqqqqc3y7Jz89fu3atJGIE7yXZCKaRQYHVq1ePHTvW+ls4vrPu9YtyeO59Y2OjvpWE1/IH7y+//HLnf2g+JuFoIfMtW7Y472fp0qXii23kyJFaDyUlJWKFn//851oFhxeffPKJ6S8kXHfddQ57cFitf//+4oQdlvzhD38wHYXgvSmLewsJ3tvunfgtQ/DeFo0KLhKYPXu2+iLv16/fDTfcoF4TvHfRDjJVBBBAAAEEEEAAAQQQQAABBBBAAAELAYL3Fjjpe8p1wXuV5pRTTlE/MB00aNAbb7zxYfSvA3whkGMCv/rVr8T7Z/8o8SjKfytKk6KMiVIhycUVFRVbt26N7+2ss7PzyiuvdDKhZEXuX3zxxYKCAicjZrzO3LlzM/ui3r9/f7Q3XRXHLcF79cWpj9+XlpZGW9qHH37Y2tqaWfmUjh4KheL7bqVVEgUI3icRk64QQAABBBBAAAEEEMhBATV4r8V7clCAJSOAAAIIIJCVAtu3b7/lllsGDx7s/PZEXV3dvn37MqhB8D6D+AydcQEnkfu4b6FGW11zc7P1W4TP55M5fi958L6lpSWafOLl6Qnem7484pv8/PnzTXt76aWX4uvQtFVfX9+1115rOpB14WWXXWbaYSQSIXgfTcal5QTvbTdO/GYheG+LRgVXCOgj9ytXroxEIgTvXbFxTBIBBBBAAAEEEEAAAQQQQAABBBBAwLkAwXvnVims6dLgfTgcPvnkk8WbBJQggIClgJq9j/wjfl+X0gT+5MmTE/ylrr8fGlBXV2e5HKWqqipZ74+mf5vfevRMPXvmmWdmamh1XO2U+GjTcFfwPhKJdHV1RVuLvtwtf5pBP2fn1+Xl5cn6bqKfuAUI3sdNR0MEEEAAAQQQQAABBBCIRCIE73kZIIAAAgggkMUCBw8erKqqcv6Rb35+fiAQyBQIwftMyTNuxgVqa2ut7zkWFBTU19enYp7BYLC0tNT6XSIQCKQ0Qx73ulIavH///fdPPPFEaxmLZ2fPnh33upw0TEPwvqWlxXSBTqYn1mlpaRkwYIDY4UUXXSRWTqQkHA7PnTtXHMiiZM6cOT09PdEGJXgfTcal5QTvbTdO/GYheG+LRgX5BbTUvaIoauqe4L38u8YMEUAAAQQQQAABBBBAAAEEEEAAAQRiFSB4H6tYSuq7NHgfiUR6enoGDhxofd9avItACQI5L+BVlMi//i+sKINSBNLZ2ZmU9yyPx2Mxw3vuuSfxUbq7u7/97W9bjCLbUwTvnW+69vqxbdKvXz9FUdT/H23Hszt4P2jQoLvuuuvtt9+2taJC6gQI3qfOlp4RQAABBBBAAAEEEMgFAYL3ubDLrBEBBBBAIJcFwuHwihUrZsyYoX30He3TbK184sSJCxcu7O7uTrMbwfs0gzOcJAK26fFJkyYl/ax7/dqbm5urq6u1dwDTC5/Pp28iybUtnelaohVefvnlhnWFw+FLL73UNC4erRNFUcaNG7d06VJDV0l/mIbg/RNPPCEuMz8/P+61zJgxQ+wwLy8vFX/WYcSIEeJYpiXPPfec9YoI3lv7uO5Zgve2WyZ+pxC8t0WjgvwC2gu7X79+2mw58V6j4AIBBBBAAAEEEEAAAQQQQAABBBBAIDsECN5LsY8uDd6fdNJJ6gepgwYNWrNmze7oXwf5QiDHBExvnP/j+8WjKI//46z7Cu0+RNIv8vLybG9pO3zvC4VCp556qu0Mzz333La2Nod9Gqp99NFH48aNsx1Ctgq33XZbZl/UoVAo2puuauWuE++7urpOOOEEdebl5eXRlrZ79+729vbMyqdu9EAgoArcf//9hm8THqZTgOB9OrUZCwEEEEAAAQQQQACB7BMgeJ99e8qKEEAAAQQQiCZw8ODBhoaGqqoq57cwAoHA2rVro3WY3HKC98n1pDfJBVavXj127Fjrb8ZUR+71RA7j942NjfpWmb3u6elpTd7X4cOHLZbT19f3wQcfLFmy5M4775w4cWJFRUVZWVlRUdHxxx//5S9/+e67716+fHl7e7tFD0l/ynTpvb29zgfq7u4WO9HuoYtPtba2Hj161Hn/hpq9vb2mfR45csRQM1kPw+Hwj3/844suumjcuHElJSX9+/cvKSmprKy8++673377bYtT7vUTOHTokOm04yuMaYP00+A6WQIE720lxR9MBO9t0aggs4B21n2/fv20s+7VCWu/R6ooikearxEjRsjsydwQQAABBBBAAAEEEEAAAQQQQAABBGQWIHgvxe64MXgfDoe12wMfffSRFI5MAgE5BJ5++mmv16t9g/z7xTBFOe7fS5L/aNWqVUmRcJi6VxcwYcKETz75JI5xv/CFLySfIPU91tbWxrHY9DRRV++i4L0hdR8KhdIDJdsoV155pbp3BO8zuzUE7zPrz+gIIIAAAggggAACCLhdgOC923eQ+SOAAAIIIBCrQDgcnjFjhsfjcX5rYuLEid3d3bEOFGt9gvexilHfvQIdHR3Rb87+81uzvr4+/RndYDBYWlpq/eaQivPJ3buVzBwBBNwlQPDedr/EHwEE723RqCCtgEXqPhKJjB8/XnzBZ7xk4MCBs2fPlpaUiSGAAAIIIIAAAggggAACCCCAAAIIyCxA8F6K3XFd8D4cDmt/pnTQoEFSIDIJBOQQsEzdJ3RDYciQIQEHX1dccUWyJJycda9f0rBhw2IdWnv30/ejXns8nvPPP99ixSUlJYZWY8eOnZmur+effz7WxaatvsriluA9qXvthUHwXqPI7AXB+8z6MzoCCCCAAAIIIIAAAm4XIHjv9h1k/ggggAACCMQnsH379tra2uLiYsOdi2gPfT5fXV3dvn374hvOSSuC906UqJMFAg7Pus/USpubm6O9D6jlPp9PqnPvMwXFuAgg4EYBgve2uyb+CCB4b4tGBWkFtNez4ax7dcJyBu/VOUtLysQQQAABBBBAAAEEEEAAAQQQQAABBGQWIHgvxe5o0dOB0nypHzuaxmj1qfuioqLdu3dLgcgkEJBAIHWpe0VRjj322HQuMRQKabdMnF8sXrzY+STnzZsX7fSJvLy8hQsXWnd1wgknGCbGOeGqmMYiyY8UbT6mG6rfx5w9616VIXhv+gpJfyHB+/SbMyICCCCAAAIIIIAAAtkkQPA+m3aTtSCAAAIIIBCrwMGDB6uqqrRPxW0v8vPzA4FArKM4rE/w3iEU1VwtUFtbG+1uo/oNWFBQkJGz7vWqTs69T91bgX4mXCOAAALJFSB4b+sp/muQ4L0tGhXkFNAfd286Q33wfokcX/3791e/B00nTCECCCCAAAIIIIAAAggggAACCCCAAALWAgTvrX3S+qx4Q0L8/D3NJWLwXjvoXlEUIvdpfX0wmPQCTz/9dILfoV/84hdvueWWd955JxKJLFu2TOztk08+SQNDKBSyOOt+z549kUhk5cqV4vS0kjlz5ljPs729XassXlRUVFg3j0Qi+/fvFxu+9NJLtg1zpEJ5ebnok/ESAz5n3RtACN4bQDL1kOB9puQZFwEEEEAAAQQQQACB7BAgeJ8d+8gqEEAAAQQQSFygtra2uLjY+SfzPp9v3759iY+r9UDwXqPgIvsEOjo6nETue3t7pVp7aWmp9XtCIBBoaWmRas5MBgEEELAQEH/PjcMSDFzi2z7BewMRD+UX0EfuTc+6V5egBe89Ho8kixowYID6PSjJfJgGAggggAACCCCAAAIIIIAAAggggIC7BAjeS7Rfixcv/k9pvgYPHqwoypQpU/RA4XBYuyVQVFSkf4prBHJcIMGz7tXIfV9fn8b4/vvva99u2sXbb7+tVUjRhXXqvqqqSht3zJgx2sTEi7a2Nq2m4eKjjz4aN26c2EQtmTRpkpNfLFu/fr3Yw5///GfDWDn78Omnn5bm58l/5uXlqZul3w5S93oN9ZrgvWiSkRKC9xlhZ1AEEEAAAQQQQAABBLJGgOB91mwlC0EAAQQQQCBxgYMHDzY0NIi3M6KV5OfnBwKBNWvWJD50JBIheJ8URjqRU2Ds2LHRvo/U8kmTJm3dulW2yTc3N1dXV1vP3OfzNTY2yjZz5oMAAgiYChC8N2XRF4rv+QTv9T4SXv/pT3+6IPe+Lr744mOjfA0aNEh7GVuk7iORiMzB+yiLO/ab3/xm7u02K3aNwA033CDhmyRTQgABBBBAAAEEEEAAAQQQQCCnBAje59R2x7DY4cOHK4py4YUXam3C4bB23H1RURHH3WsyXCCQSOr+uOOOW7NmjT5yr3oePXrU4/Fody/Ui2eeeSbV2hZn3VdVVanH3atzaGlpmTp1qmGG2sPx48fv3LlTnO2777577LHHatUMFzNnzuzo6BBbiSWLFi0ytFUUpbW1VaxJScYFioqK1M3Sz+SEE05QC8vLy0OhkP6pnL0meC/J1hO8l2QjmAYCCCCAAAIIIIAAAi4VIHjv0o1j2ggggAACCKROYMWKFTNmzBBv+oi3ObSShQsXdnd3JzglgvcJAtJcTgH1rHvtm8X0or6+Xraz7vWYwWCwtLTUdOZaIefe68W4RgABaQUI3ttujfbGrl0QvLdFy2CFXbt2/epXv9I2K3cu9Ol6cdVer1dRFK/Xa701MgfvxUWpJaNGjYr2FOUIZFxg1KhRO3bsaG9vt/7W41kEEEAAAQQQQAABBBBAAAEEEEidAMH71Nm6u2dD8J7Ivbu3k9mnWODzzz8vKSlx+HmreLh9tNmde+65hj6nTZsWrXLi5RZn3Rsi9/qx/v4nA+rq6gzz1B4OHDhw8eLFWn31Zoz2rP4iLy9v4cKFWk3biwsuuEDfXFGUqVOn2raiQkYEDMF7w1n3GZmSnIMSvJdkXwjeS7IRTAMBBBBAAAEEEEAAAZcKELx36cYxbQQQQAABBNIj0NDQS08IAAAAIABJREFUUFVVZbjBYfEwPz9/zZo18c2N4H18brSSVqC2ttbiVqOiKAUFBZJH7vW2TuL3gUBA34RrBBBAQDYBgve2OyL+M4/gvS1aBitUVFSoW/bfOfb16KOPXhLl67TTTtP+gtjNN99ssTsyB++jLO6Shx56KMe2muW6SUB9O3ryySctvu94CgEEEEAAAQQQQAABBBBAAAEEUipA8D6lvC7uXB+8D4fD2p0ADrp38aYy9VQKPPnkk9q3SbSLL37xi++88454uH20ec2dO9fQVWlpqfPm0bo1LbdI3SuKoj/o3rT5gAEDDFPVHno8nkgk0tPTc/3112uFhovS0tI333zTtOdohVoyVuvqhhtuiFaZ8swK6IP3htQ9Z93rt4bgvV4jg9fa20sG58DQCCCAAAIIIIAAAggg4F4Bgvfu3TtmjgACCCCAQHoEwuHwihUrtPiKdpvD4mLixIkx/fFidSEE79OzoYySHoHVq1dbfI8oijJ58uStW7emZzLJGqW5ubm6utp6XY2Njckajn4QQACBpAsQvLclFd/kCd7bomWwgha8z+AcJBx68eLF2n+8WGTvZQ7eS6jKlBCwFVB/ghC8t4WiAgIIIIAAAggggAACCCCAAAKpEyB4nzpbd/esBe/D4bD+uHt3r4rZI5AygXA4PGnSJPGemaIo6hH3MUXu1WkuXLhQ7PC9995LxSJOPfVUcSy1pKqqynbElStXFhcXR+uhpqZm2rRp0Z4dM2bMtm3bbIfQV9i5c6fY2/z58/V1uJZHQAvek7q33hSC99Y+aXuW4H3aqBkIAQQQQAABBBBAAIGsFCB4n5XbyqIQQAABBBBIusD27dtra2st7q2I90Hq6ur27dvnfCYE751bUVNmgY6ODidn3ff29sq8Cou5lZaWit/v+pJAINDS0mLRA08hgAACmRIgeG8rr38/V68J3tuiZbACwfto+E6y9wTvo+lRjkB8AupPDYL38enRCgEEEEAAAQQQQAABBBBAAIGkCBC8TwpjFnaiBe/1qXuOu8/CnWZJyRPYvHmz4Z6ZGrmP+4z69957z9Dh32P8Tz31VPKm/M+eQqGQOJBaUlVVZXvcvdrL9u3bx4wZE60fi/KYfktMHes3v/mN2OHGjRuTLkOHSRHQgvcnnHCCtnGcdS/aErwXTTJSQvA+I+wMigACCCCAAAIIIIBA1giowfuhQ4eq/wmcNetiIQgggAACCCCQCoGDBw82NDRon5zbXuTl5QUCgTVr1jiZDMF7J0rUkV9g7Nix1t8abjzrXs/u5Nx7n8/X2Niob8U1AgggIIMAwXvbXRB/hBG8t0XLYAWC9xb4ixcv1l7PptW04L2iKNVyfHm9XnXOphOmEAHJBdRXL8F7ybeJ6SGAAAIIIIAAAggggAACCGS3AMH77N7f+FenBu+1D0yJ3MdPSctcEjj99NO/973vrVmzJu6wvUFrxowZ2rehelFeXh4Ohw3V4n4YCoUszrp3GLnXjx4IBAwTjvbQ4/HU1dXFBzVy5EixW/00uJZKQAvea69hUvemG0Tw3pQl/YUE79NvzogIIIAAAggggAACCGSTQHt7+yeffKJ9cJFNS2MtCCCAAAIIIJBSge3btxcXF2v/irC98Pl8tbW1FlMieG+Bw1PyC6xevdpJ5F7+hTifYXV1tfU3PvF755jURACB9AgQvLd1Ft/YCd7bomWwAsF7a3zrc+/1wXvxlZ/ZEut18SwCcgqo3zUE7+XcHWaFAAIIIIAAAggggAACCCCQIwIE73Nko2Nepj54X1RUFHN7GiCAQDIEHnroIfHew7p165LR9//1YZG6r6qqimOUvwfp6+rqxDmLJQsXLoyjf7WJ2Jui8OMsbs6UN9QH78vLy0ndRxMneB9NJs3lBO/TDM5wCCCAAAIIIIAAAghkpcBXvvIV9eOLrFwdi0IAAQQQQACBFAm0t7c3NDRUVVWZ3gcxLQwEAmvWrDGdD8F7UxYKXSFQW1urnVBq+sovKCior6/v7e11xXKcTzIYDJaWlpouWSsMBALOO6QmAgggkFIBgve2vNq7t3ZB8N4WLYMVCN7b4ltk76dOnaq+zj0ez3DJvmzXRQUEJBRQv6EI3ku4NUwJAQQQQAABBBBAAAEEEEAgdwRIKubOXse2Ui14X1RUxHH3sdlRG4HkCTQ1NWm337SL22+/PSkjhEIhrU/DRVVVVRzH3WuzeuaZZwwdGh6WlpZqleO4MPSmPoyjH5qkR0AL3g8dOvTgwYPpGdSNoxC8l2TXCN5LshFMAwEEEEAAAQQQQAABVwssWbKEzytcvYNMHgEEEEAAgQwKhMPhGTNmeDwe07shpoUTJ04U/94xwfsMbiJDJyKwevVq09e5vnDr1q2JDCFz2+bm5urqav1ixevGxkaZl8DcEEAgdwQI3tvutfgeTvDeFi2DFQjeO8FfvHix9sK+6aabtCY33HCDWj5kyBCtkAsEEIhbQP2GIngfNyANEUAAAQQQQAABBBBAAAEEEEhcgOB94obZ2YMavCdyn527y6pcJaDdrtBfJLiCUCgU7az7BCP32sS2b98+ZswY/ZzV60mTJu3bt0+rFsfFpk2bxG5nz54dR1c0SY+AGrwvLy9Pz3DuHYXgvSR7R/Beko1gGggggAACCCCAAAIIuFqA4L2rt4/JI4AAAgggII9Ae3t7VVWVeFskWkleXp52GjbBe3n2kZk4FBg7dmy017ZaPnny5CyO3OuVnMTvfT4fCXw9GtcIIJB+AYL3tubizzWC97ZoGaxA8N4hvv7cey17T/DeoR7VEHAooP4EIXjvkItqCCCAAAIIIIAAAggggAACCKRCgOB9KlSzoc/hw4cXFRVlw0pYAwIuFxDvwylKQm/dFql7RVESOejeIN3S0jJ16lT9/GfOnNnR0WGoFuvD7373u/o+1evXX3891n6onzaBoqKi8vLyUCiUthFdOhDBe0k2juC9JBvBNBBAAAEEEEAAAQQQcLUAwXtXbx+TRwABBBBAQCqBcDi8YsWKGTNmiDdHopVMnDhx4cKFR44cESu8/PLLUq2OySCgCnR0dNTW1oqvWH1JfX19b29vTokFg0G9gOl1S0tLTpmwWAQQkEqA4L3tdohv3QTvbdEyWIHgvXP8xYsXe71e9RWuZu8J3jvXoyYCTgTU7y+C906sqIMAAggggAACCCCAAAIIIIBAigQSSm+maE50K4PAeeedx3H3MmwEc0Bg+PDh4q249vb2uGWinXWvKEpVVVXc3Zo27Ozs1LLEHo+nr6/PtJrzwq6urvLycgNISUlJV1eX806omWaBadOmHTx4MM2DunE47Zvl/vvvd+P8s2bOBO+zZitZCAIIIIAAAggggAACGRR4+OGHh/7jK4NzYGgEEEAAAQQQyDKBG2+8cfDgwYZbJBYPTW8wEbzPsldFdixn9erVTs66z47FxrqK6upqi29zRVE49z5WUuojgEASBQje22KK7+EE723RMliB4H1M+MFgUJ+9J3gfkx6VEbAVUH+CELy3haICAggggAACCCCAAAIIIIAAAqkTIHifOlt6RgABBJIgcMstt4i34h5//PH4ug6FQmJvaklVVVUSj7vXptfX16coSl5e3sKFC7XCuC+effZZcf41NTVxd0hDBOQRIHgvyV4QvJdkI5gGAggggAACCCCAAAKuFpg7d676CYarV8HkEUAAAQQQQEA2gfb29oaGhqqqKvFeicMSgvey7Snzqa2t1SJbpi/jgoKCHDzrXv/CCAaDpaWlpjhaYSAQ0DfhGgEEEEiPAMF7W2ftjVq7IHhvi5bBCgTvY8UPBoPaa5vgfax61EfAWkD95iJ4b63EswgggAACCCCAAAIIIIAAAgikVIDgfUp56RwBBBBIgsDpp5+u3ajQLp599tmYug6FQhZn3acich/T9JxUXrRokbZ87WLChAlO2lIHAfkFCN5LskcE7yXZCKaBAAIIIIAAAggggICrBQjeu3r7mDwCCCCAAAKuENi+fXttba12u8ThBcF7V2xuLkyyo6PDYeQ+FzQcrtFJ/L6lpcVhb1RDAAEEEhcgeG9rKP4LjeC9LVoGKxC8jwNff+69+oIfMmRIHP3QBAEEDALqNxTBewMLDxFAAAEEEEAAAQQQQAABBBBIpwDB+3RqMxYCCCAQj8DChQvFu3Fjx47t7e113p1F6r6qqsp5PxmsedJJJ4kOfL6cwR1h6OQKELxPrmfcvRG8j5uOhggggAACCCCAAAIIIKAJELzXKLhAAAEEEEAAgZQKNDQ0VFVViXdPopUQvE/pdtC5c4ExY8ZEe5Wq5ZMnT966davzDnOhZnNzc3V1tbWbz+fLBQrWiAACkggQvLfdCPFNm+C9LVoGKxC8jw/fkL0neB8fI60QMAioP0H4xUgDCw8RQAABBBBAAAEEEEAAAQQQSKcAwft0ajMWAgggEI9Ad3f3CSecIN6QW7x4scPuQqGQ2FwtqaqqcsVx95FIxHQJHR0dDhGohoDkAgTvJdkggveSbATTQAABBBBAAAEEEEDA1QIE7129fUweAQQQQAABdwmEw+EVK1bMmDHD9DaKoZDgvbs2Nytnq551b3hlGh7W19fH9PfHsxIq2qKCwaCBy/AwEAhw7n00PcoRQCC5AgTvbT0Nb9GKohC8t0XLYAWC93HjP//889qrneB93Iw0REAvoH5PEbzXm3CNAAIIIIAAAggggAACCCCAQJoFCN6nGZzhEEAAgXgEOjs7tVsU+gvbvkKhkMVZ926J3EcikUcffVS/cPW6rKzMVoAKCLhFgOC9JDtF8F6SjWAaCCCAAAIIIIAAAgi4WoDgvau3j8kjgAACCCDgXoH29vaGhgbD/ZQpU6a4d0XMPJsEOjo6vF6v4fWpf1hQUEDk3uGOB4PB0tJSvZ54HQgEHPZGNQQQQCA+AYL3tm7imzPBe1u0DFYgeJ8IvnbuPcH7RBhpi4AmoP4EIXivgXCBAAIIIIAAAggggAACCCCAQPoFCN6n39xkxM7OztbW1p6eHpPnKEIAAQT+ISDekFMU5eOPP7bgsU7dV1VVWbSV6qnPP/+8uLhYFLjvvvukmieTQSARAYL3ieglsS3B+yRi0hUCCCCAAAIIIIAAAjkrQPA+Z7eehSOAAAIIICCDwIoVK2bMmOHxeNQbKy+88IIMs2IOOS6wevXqMWPGiDf79CVbt27NcaWYlt/c3FxdXa0HFK8bGxtj6pPKCCCAQEwCBO9tucR3ZoL3tmgZrEDwPkF8NXtP8D5BRpojoAqoP0EI3vN6QAABBBBAAAEEEEAAAQQQQCCDAgTv7fHb2tomCl9/+9vf9C3r6+sNVb773e/qK4jXnZ2dL7zwQk1NTWFhofY5u8/nO+uss66//vqGhgZDhxMnThQ7kb/k4MGD4kI2b94s/8yZIQKyCQwdOlR7r9AuLr30Uot5Wpx1X1VV5aLj7q+66iptydrFkCFDWltbLZbPUwi4S4DgvST7RfBeko1gGggggAACCCCAAAIIuFqA4L2rt4/JI4AAAgggkB0CH3zwQXFx8fDhw7u7u7NjRazCpQIdHR21tbVOzrp36QIzO20n5963tLRkdpKMjgAC2SpA8N52Z7Xfb9EuCN7bomWwAsH7xPGDwaDP50u8H3pAAAH1BwfBe14JCCCAAAIIIIAAAggggAACCGRQICXB+6eeekr7vFi7mDdvnvU6//rXv2qV1YsBAwYcPnzYupWhiaIogwYNsm4S67MtLS3iKO+++66+n+985zuGOueff76+gv768OHDF154oaG+4eHEiRMNJYqSks3STywSiXz/+98Xx/3lL39pqOb8YWtrq9jhmjVrnPdATQQQUAW6u7vHjx8vfkMdf/zxBw4cMChZnHXvrsj9wYMHTY+/GDNmTGdnp2HVPETA1QIE7yXZPoL3kmwE00AAAQQQQAABBBBAwHUCPT09x/7ra9CgQepnOP8q+Of/hkIh162LCSOAAAIIIIAAAgggEJ+AGrkXb27qS+rr63t7e+Prn1aaQDAY1KuK14FAgPi9xsUFAggkS4Dgva2k+IZM8P7/s3fn8VFUif73T3cSsrKGIIKDDspoEFFEUQTHhQiOoOwKKsogRBBRFBzQUTMwILghbiiKIgiOAwgOykXRQZRF3EBZFF4s4gJhJBCWACFJdz2/x7rWralTXdXp7nRVdX/4x9Onz/o+nU6s9Ddli+ZgA4L3DuIzNQIIGATU7yAE7w0sPEQAAQQQQAABBBBAAAEEEEAgngI1kuX+4Ycf5AvH3bt3t97Y008/Lff64IMPrHvJXa666irrLtV9NrbB++PHj1900UXysg01BO+re0y0RyAZBFauXOnz+QxvF0KIrl27BoNBTcAidS+E8NCN7hVFuemmm+T9CiGWLFmi7ZcCAokhQPDeJedI8N4lB8EyEEAAAQQQQAABBBDwnMD7779vehFDX7l3717P7YsFI4AAAggggAACCCAQgcCqVatM/7i2/sfjSy65JIKR6WIqcN111+lt5XLjxo0XLVpk2pdKBBBAIDIBgve2bvK7McF7WzQHGxC8dxCfqRFAwCCgfgcheG9g4SECCCCAAAIIIIAAAggggAAC8RSokeC9oijy71Dr169v/afKe/XqJV9u/utf/2rBsW/fPrnL5MmTLbpE8FRsg/d33HGHvGa5huB9BCdFFwSSQWDAgAHyO4YQYsqUKdr2L7zwQtM2Qoj8/HytmScKphvp06ePJxbPIhGolgDB+2px1Vxjgvc1Z8vICCCAAAIIIIAAAggktoDpRQxDJcH7xH4NsDsEEEAAAQQQQAABVeDYsWN+v9/ww7D+YWZmJve6j/mrZd68eQ0aNNA7y+W+ffvGfF4GRACBpBUgeG979PL7MMF7WzQHGxC8dxCfqRFAwCCgfgcheG9g4SECCCCAAAIIIIAAAggggAAC8RSoqeD9sGHD5GvHX331Vai9BYPBhg0byl06duwYqouiKAsWLJC7fP755xZdIngqhsH7Tz75RF6waQ3B+whOii4IJIPA3r1769evL79vpKWlqdsvLS2Vn1Vr8vPzvXW7+w0bNpjuZdeuXclw1uwx2QQI3rvkxAneu+QgWAYCCCCAAAIIIIAAAp4TUC9i1K9fv4/0r0uXLuqzBO89d6wsGAEEEEAAAQQQQKC6AuHc637Lli3VHZb24QgUFxeb/nZVX8l978ORpA0CCIQjQPDeVkn/9quWCd7bojnYgOC9g/hMjQACBgH1uwbBewMLDxFAAAEEEEAAAQQQQAABBBCIp0BNBe/3798vXzvu1q1bqL0988wzcnu1JlQXRVHOOeccQ68ePXpYtI/sqRgG71NSUgwLFkKccsop/fr1GzFiRGFh4amnnqo2IHgf2WHRC4FkEAgGg/I7iRDi/PPPN33rUBt7K3J/7NixSy+91HSbl19+eTKcMntMQgGC9y45dIL3LjkIloEAAggggAACCCCAgOcE1OsYF1xwgbzyrVu3qs8SvJdxqEEAAQQQQAABBBBIGIEWLVqY/nZPq7zkkkuI3MfhuIuLi7t3766xmxYaN24ch5UwBQIIJLYAwXvb85XfgQne26I52IDgvYP4TI0AAgYB9TsIwXsDCw8RQAABBBBAAAEEEEAAAQQQiKdATQXvFUWRrx3XrVs31N569+4tt1drQnXZt2+fz+cz9HrmmWdCtY+4PobBe8Nq1YeBQEC/tt27dy9evPiRRx6RG+ub1VD53nvvled96aWXIp7uwIED8oBr1qyJeEA6IoCAoijaH+mQv75Ma/Lz873lFuqbQqNGjfbs2eOtvbBaBMIUIHgfJlRNNyN4X9PCjI8AAggggAACCCCAQKIKqNdkCN4n6vmyLwQQQAABBBBAAAELgWPHjo0ZM8b015RaZWZmZlVVlcUgPBVbgXnz5mn4poW+ffuWlJTEdlJGQwCBpBIgeG973PLbL8F7WzQHGxC8dxCfqRFAwCCgfgcheG9g4SECCCCAAAIIIIAAAggggAAC8RSIa/BeCPPpgsFgXl6efK1ZrQnFsXDhQrnLpk2bQrWPuL5Gg/cFBQWmC1u0aJG8O9OWsa0keB9bT0ZDoLoCK1asCKfL2rVr09LS5HcJ05r8/Hxv3e4+GAyabsTv9y9btiwcH9og4EUBgvcuOTWC9y45CJaBAAIIIIAAAggggIDnBNSrGQTvPXdwLBgBBBBAAAEEEEAgGoE5c+bUqVPH7/eb/nbPUOnjX3wFDP7yQ7/fn5OTUxP3t4jmRUVfBBDwigDBe9uTkt94Cd7bojnYgOC9g/hMjQACBgH1OwjBewMLDxFAAAEEEEAAAQQQQAABBBCIp4B5Ej4mK8jIyJAvH5uO/Nxzz8kttZp///vfpr3OPfdcrY1auPHGG01bapVbt26dP3/+ww8/fMcdd4wePXry5Mnr168PBoNaA9NCjQbvFy5caDqpU8F708WEU3no0KHFixc/++yzt99++5gxYyZNmrRr1y5FUbjjfTh6tEFAFZg5c6YQYsOGDeGABIPBa665xvA2aHjouch9IBC4++67DbvQHnITjHBeGLTxrgDBe5ecHcF7lxwEy0AAAQQQQAABBBBAwHMC6hUMgveeOzgWjAACCCCAAAIIIBCNwCuvvKL9Lo+CRwVq1669aNGiaF4G9EUAgeQUIHhve+7y9wWC97ZoDjYgeO8gPlMjgIBBQP0OQvDewMJDBBBAAAEEEEAAAQQQQAABBOIpUIPB+06dOsmXjysrK+Xt9enTR26p1Tz88MNyl5KSEvmPps+YMUNuqdZs3bpVi1FpI6uFRo0a3XTTTaE6KooSffC+4Ld/hqmFEG3atPntyf/77/PPPx9O8H7//v3/1+e30rZt20LtZcqUKb+1+t//FhUVGRpv3rzZ0KagoODIkSOGZvqHgUCgW7du6enp8u5atGhhmqFds2aNfgTKCCCgCqh/T2TmzJlhghw6dEj+utPXeOtG94qi9O/fX79+fblFixZhstAMAY8KELx3ycFpPzG6ZD0sAwEEEEAAAQQQQAABBLwioF7HIHjvlfNinQgggAACCCCAAAIxESB4r/+FpqfLffv2LSkpicmrgkEQQCBJBAje2x60/H2B4L0tmoMNCN47iM/UCCBgEFC/gxC8N7DwEAEEEEAAAQQQQAABBBBAAIF4CtRg8H7SpEny5eNPP/1U3l6jRo3kllrNZZddJncxzaXv3LlTbrl79+4bb7xRTulr46uFnj17bt++Xe4ek+C9YS7bh3fffbfpBg3L27NnjzzUunXrDM20h0OGDDG079mzp/asWli9erWhjRCitLTU0Ex7uHr16gsuuEDuYl1D8F4DpICAXkD9wrnzzjv1ldbljIyMUF9umZmZ1n3d9mxZWVmovTRt2nTXrl1uWzDrQSC2AgTvY+sZ8WgE7yOmoyMCCCCAAAIIIIAAAkkuoF7WIHif5C8Dto8AAggggAACCCSbAMH7UL/f9GJ9kyZNku0FzH4RQCAaAYL3tnry9wKC97ZoDjYgeO8gPlMjgIBBQP0OQvDewMJDBBBAAAEEEEAAAQQQQAABBOIpUIPB+88//1y+fPzII4/I25Ob6WsyMjKOHz9u6GV6H3VDG0VRFixYULduXf1oFuUGDRqsWLFCHiT6O95bTGr6lFeC93/96199Pp/pFqwrCd7LLzNqEFAURf3Cad++fZgapaWl1l9rpn+OJMzB49zsxx9/DPVXPBo0aLB58+Y4r4fpEIi/AMH7+Jubzkjw3pSFSgQQQAABBBBAAAEEELAVUK/SELy3haIBAggggAACCCCAQCIJELy3/nWt557lvveJ9OXJXhCoaQGC97bC8ncBgve2aA42IHjvID5TI4CAQUD9DkLw3sDCQwQQQAABBBBAAAEEEEAAAQTiKVCDwXtFUXr16mW4gpydnX3ixAnDDg1t5IdFRUWGLqZ3sDe0mTJlijyUbU3t2rUN4xC8N73j/e23326LGaoBwXvDa4yHCCiK0r9/f+1LxhaktLQ0VExdG0QrjBgxory83HZMpxrcd999Fn/C491333VqYcyLQJwFCN7HGTzUdATvQ8lQjwACCCCAAAIIIIAAAtYC6qUYgvfWSjyLAAIIIIAAAgggkGACBO+138kmWOHAgQMJ9lplOwggEHMBgve2pPK3BoL3tmgONiB47yA+UyOAgEFA/Q5C8N7AwkMEEEAAAQQQQAABBBBAAAEE4ilQs8H7adOmyVeQV61apd9hMBg0tOnUqZOh5vLLL9d30e4LrW/m8/n0bf7nf/7HNJyv7xKqbPjTAATv5eD9ggULQumFU0/wXv9apYyAoig//fRTWlqa9uVjaxJ+6l4ds23btrZjOtJg165d2q7lQp06dRxZFZMi4IgAwXtH2OVJCd7LJtQggAACCCCAAAIIIIBAOALqlQ2C9+FY0QYBBBBAAAEEEEAgYQTk4H1qaupN/HOxQHZ2tuHXsr169Zou/XvnnXcS5lXKRhBAoIYECN7bwhreb4UQBO9t0RxsQPDeQXymRgABg4D6HYTgvYGFhwgggAACCCCAAAIIIIAAAgjEU6Bmg/dbt26VryD//e9/1+/w22+/NbSZOXOmoSYjI+P48eP6XoYGQohWrVppDQ4cOHDyySfLbdSas846q23bti1atMjIyDBtM3v2bG0oRVEI3huC9z/99FODBg1M6cKsJHivf4FRRkBRlJEjR+q/fKxNSktL9Y3DLBcVFbnqvveVlZVTp06tXbt2qPWfdNJJX331lTUFzyKQSAIE711ymgTvXXIQLAMBBBBAAAEEEEAAAc8JqJc4CN577uBYMAIIIIAAAggggEA0AnLwPjs7O5oB6VvTAqeeeqrh97OPPvpoTU/K+AggkJACBO9tj9Xwfkvw3lbM2QYE7531Z3YEENALqN9BCN7rTSgjgAACCCCAAAIIIIAAAgggEGeBmg3eK4ry5z//2XAROTMzUx/+vOGGG/QNmjXY8qOPAAAgAElEQVRrZnpD+3Hjxmk0Bw4c0HdRy2+//bbWwDRR/95772kNtEJFRcX1118vj6ZPhkcfvNemkyd67rnntGf1hUWLFsmN9Q0URdmzZ4/cZt26dYZm2sMhQ4YY2vfs2VN7Vi2sXr3a0EYIoQ/e792715S3ffv2W7duNYymKMry5cvlAfW8chdqEEg2gUmTJhm+TCorK00RSktLLe51X1xcXFJScvHFFxtGMzz88ccfTQePW+Xu3bsHDBhgWJXh4d69e+O2HiZCwCUCBO9dchAE711yECwDAQQQQAABBBBAAAHPCagXNwjee+7gWDACCCCAAAIIIIBANAIE76PRc6QvwXtH2JkUgYQUIHhve6yGT8IQvLcVc7YBwXtn/ZkdAQT0Aup3EIL3ehPKCCCAAAIIIIAAAggggAACCMRZoMaD93PnzpUvIn/88cfqPoPBYOPGjfUNBgwYYBq8v+KKKzSaf/3rX/ouQoiUlBR9ONzwrNpA624oHDly5OSTTzZ0mThxotaM4L3e9oEHHjBYCSEuvvjiI0eOaGL6gulfSSB4ryeijIAW8tS+uDZs2CCzWKfu8/Pz1S7l5eXaOKaFWrVqDRgwwPQvZciTxrbmhx9+uOuuuzIzM00XplWq3whiOzWjIeB+AYL3Ljkj7T3ZJethGQgggAACCCCAAAIIIOAVAfXKBsF7r5wX60QAAQQQQAABBBCIiQDB+5gwxnMQgvfx1GYuBBJbgOC97flqH4PRCuPHj7ftRQOnBAjeOyXPvAggIAuo3zgI3ssy1CCAAAIIIIAAAggggAACCCAQN4EaD94XFxdr1461gnb7+u+++06rVAszZsxQFOXMM8801GdmZmoo9957r+HZdu3aac+a5vaHDh2qb2Ao/+1vfzMM2LVrV60NwXt98L5p06YGKyHE9u3bNS5DgeC9AYSHCMgC8tfUzJkz5WYW97rPz88vLi7WuixcuLBevXrysPoav9/ft29frUscCjt37kxPT9evQS5nZma+9NJLcVgMUyDgQgGC9y45FIL3LjkIloEAAggggAACCCCAgOcE1AsdBO89d3AsGAEEEEAAAQQQQCAaAYL30eg50pfgvSPsTIpAQgoQvLc9VvlTMQTvbdEcbEDw3kF8pkYAAVVg165dM3791/HXf/fdd9+MGTOCwSA+CCCAAAIIIIAAAggggAACCCAQf4EaD96bxuAzMjLUrfbr109/ifmUU05R69988019vVpWnyotLU1JSTE8u2zZMs1uyZIlhmfT0tLaWv5r3bq1oYvf76+qqlLHJHivD94boNSHGr5cIHgvm1CDgF5g6dKl8pdV+/bt9W0s7nVviNzre5WXl/t8PnlwuaZp06ZffPGFvm+syuvWrRs7dqw8o1zj8/mGDBkSq3kZBwEvChC8d8mpEbx3yUGwDAQQQAABBBBAAAEEPCegXu4geO+5g2PBCCCAAAIIIIAAAtEIELyPRs+RvgTvHWFnUgQSUoDgve2xyp+NIXhvi+ZgA4L3DuIzNQIIqAJvvfWW/L2jsrISHwQQQAABBBBAAAEEEEAAAQQQiL+AM8F7If533pNPPll/meCmm25SCfbu3SvnRdWnFi9erO8ihEhPTz927Jhm9+CDDxoaRPawpKREHZPgvXXwvk6dOhq+XCB4L5tQg4Be4Morr5Tfo7KysrQLphapeyGE/kb3+mHV8po1a8477zx5fNOa5s2b33nnnUePHpXHqW7NsWPHRo4cKf+S1XReIcTZZ5+9YsWK6s5CewQSTIDgvUsOlOC9Sw6CZSCAAAIIIIAAAggg4DkB9boHwXvPHRwLRgABBBBAAAEEEIhGgOB9NHqO9CV47wg7kyKQkALyZ0ImTJiQkDuNeFPyh2QI3keMGYeOBO/jgMwUCCBgLUDw3tqHZxFAAAEEEEAAAQQQQAABBBCIp0A8gvdpaWnydWRFUbZs2WKof+mll7TNt2zZ0vDsiRMnFEUZNWqUof7yyy/XeimKMnjwYEODyB5u27ZNHZbgvXXw/rLLLtP7G8oE7w0gPERAL/D111/Lf2REfcvasGGD2vKCCy4I9SaWn5+vH820XFlZOXXq1Dp16oQaxFBfq1at9u3bjx49esGCBYFAwHRM08pAILB9+/YxY8Z06NAhPT3dMKzFw8cee6yiosJ0TCoRSCoBgvcuOW6C9y45CJaBAAIIIIAAAggggIDnBNSrHwTvPXdwLBgBBBBAAAEEEEAgGgGC99HoOdKX4L0j7EyKQEIKELy3PVb5ozIE723RHGxA8N5BfKZGAAFVgOA9rwQEEEAAAQQQQAABBBBAAAEE3CMQj+B9x44d5evIiqJMnz7dUL9161aNZvjw4YZnV65cqShK27ZtDfWGS9K9evUyNIjs4aZNm9TFELy3Dt7feOON2qnJBYL3sgk1CGgC/fv3D/UGNXPmTEVRSktLQzXIz8+3vt29NouiKHv27Ak1jkV9VlbWeeed17NnzylTpsyaNevdd99dvnz5l7/9W7JkyaxZs6ZMmTJ69Ojzzz8/OzvbYqhQT/Xu3Vu/TsoIJLMAwXuXnD7Be5ccBMtAAAEEEEAAAQQQQMBzAurVD4L3njs4FowAAggggAACCCAQjQDB+2j0HOlL8N4RdiZFICEFCN7bHqv8URnDpxxtR6BBPAUI3sdTm7kQQMBUgOC9KQuVCCCAAAIIIIAAAggggAACCDgiEI/g/cqVK+XryB988EGTJk0M9XqCffv2GW4EXVBQ8O677xq61K5d23Cr5Hbt2hnaRPaQ4L3mZh28v/vuu/UHZygTvDeA8BABTWDkyJHaV5lcuPDCCy3udR9+5F6bTi1s2LAhJSVFni6eNT6fr1u3boaF8RABBAjeu+Q1QPDeJQfBMhBAAAEEEEAAAQQQ8JyAenWF4L3nDo4FI4AAAggggAACCEQjQPA+Gj1H+hK8d4SdSRFISAGC97bHKn8Uh+C9LZqDDQjeO4jP1AggoAoQvOeVgAACCCCAAAIIIIAAAggggIB7BOIRvK+srKxTp47hUvL1119vqBHCuJhzzjlH3yYrK2vEiBH6GiFE165dDZpdunQxtInsIcF7zc06eF9YWGg4Av1Dgvd6DcoIaAKHDh2S3xi1LzohhN/v1z/Ul/Pz87VxIih8++23AwYMSEtL048Zn3JKSkq/fv2++eabCJZNFwQSXoDgvUuOmOC9Sw6CZSCAAAIIIIAAAggg4DkB9eoKwXvPHRwLRgABBBBAAAEEEIhGgOB9NHqO9CV47wg7kyKQkAIE722PVf4oDsF7WzQHGxC8dxCfqRFAQBUgeM8rAQEEEEAAAQQQQAABBBBAAAH3CBiz7jW0sq5duxouJZtmSg2z33XXXYZetWvXNtQ88cQThl5abk1reeGFF35Q/X9lZWXqyCUlJdpQWmHt2rX6eYcPH649pRbkvwigKIqhjRDiueee04+jlRctWiQ31p5VC3v27JHbfPHFF4Zm2sMhQ4YY2vfs2VN7Vi2sXr3a0EYIYR2879+/v2EQ/UOC93oNyghoApMmTZK/1sKpyc/Pj/h299rsiqIUFxdPnjw5nBlj1aZp06bff/+9fg2UEUBAL6D9ADNhwgR9PeU4CxC8jzM40yGAAAIIIIAAAgggkDAC6iUUgvcJc6BsBAEEEEAAAQQQQCAcAYL34Si5qg3Be1cdB4tBwNMCBO9tj0/+vA3Be1s0BxsQvHcQn6kRQEAVIHjPKwEBBBBAAAEEEEAAAQQQQAAB9wjEKXi/YcMG+VKyoaZv374Gl/3795vm8/UdA4GAodfjjz+ub6CWt27damgW/kPXBu+Li4vlnS5atCjU1mooeF+vXr1QMyqKQvDeAoenkllA/uK1rYlV5F5mr6qqeuCBB84//3yfz2e7jDAb+Hy+c889d8yYMR999JE8IzUIICALELyXTRypIXjvCDuTIoAAAggggAACCCCQAALqNROC9wlwlGwBAQQQQAABBBBAIHwBgvfhW7mkJcF7lxwEy0AgAQQI3tseovwBG4L3tmgONiB47yA+UyOAgCpA8J5XAgIIIIAAAggggAACCCCAAALuEYhT8D4YDJ500kny1WR9zfPPPy+7tGnTRt9GLstdli9fLje777775JZh1rg2eH/48GF5p7Nnzw61rxoK3gth9SoieB/qOKhPZoFgMCh/8drWxORG99bsv/zyy+jRozt06JCTk2O7HtMG2dnZF1988b333rt3717ruXgWAQQMAgTvDSBOPSR475Q88yKAAAIIIIAAAggg4HUB9VIJwXuvnyPrRwABBBBAAAEEEKiWAMH7anG5oTHBezecAmtAIDEECN7bnqP8uRqC97ZoDjYgeO8gPlMjgIAqQPCeVwICCCCAAAIIIIAAAggggAAC7hGwikzHdpVanEy+pqzWbNq0SZ7x3nvvDdVerZe7HD9+XO6SmZkptzSt+fbbbwsLC998803tWdcG74PBYGpqqmGzFhfob7vtNkPjnj17attUC6tXrza0EUKUlpZqzeRnCd5rOBQQCFNgyZIlpl9KFpWnnHJKVVVVmONH3ywYDO7YsePRRx8dNmzY1Vdf3bhx47S0NHl5qampJ510UsuWLYcOHTp58uQFCxYEAoHoZ2cEBJJTQPtJacKECckp4JJdE7x3yUGwDAQQQAABBBBAAAEEPCegXjkheO+5g2PBCCCAQJwF9u/f/8knn7z99ttTp06dPn36vHnzfvzxxyjXUFZWtnbt2tdff/2ZZ56ZNm3aa6+99tVXXx07dizKYekejkBlZeWWLVtmzpw5ffr0GTNmLFy4sKysLJyOodr89NNPy5cvnzFjxtSpU1955ZW33npr//79oRpTj4AbBAjeu+EUqrUGgvfV4qIxAghYCBC8t8BRn5I/ZmPxuT7b0WhQ0wIE72tamPERQMBWgOC9LRENEEAAAQQQQAABBBBAAAEEEIibQPyC9/IvXPUXl/Py8oLBoLztxYsX65vJZbmLoihyM0N63LRXIBB48cUXs7Ky/l/ju+++W2vj2uC9oih5eXmGzXbo0EFbub4wfvx4OTcbQfA+IyPDMKMQYs+ePfq5tHJZWdnQoUPl9mvWrNHaUEAgCQWuvPJK+euioKBArtTX5OTkdOzY8e677549e3Y8Q/jaAR06dKikpGTHb/8OHjyoPUUBAQSiFyB4H71hTEYgeB8TRgZBAAEEEEAAAQQQQCAJBdTLOATvk/Do2TICCCAQjsDGjRsfe+yxa6+9Vn/ZXys3adKkd+/eCxcuDGcorc3PP/88Y8aM/Pz8lJQUbSitkJKS0rJly3Xr1mnta6IwcuTIwv/+N3PmzDAnuuuuu/676/8+euihhyx+CTJ79my51+233x7/PzRQVVXVs2fPunXrauZqIS0t7dJLL3366afDdFAUpaqqatWqVX/9619zc3MNowkhfD7fmWeeedttt4U/IC0RiKeA/DmQ7OzseC6AuaorQPC+umK0RwCBUAIE70PJaPXyj3YE7zUcFxYI3rvwUFgSAskmQPA+2U6c/SKAAAIIIIAAAggggAACCLhZIH7Be0VRWrRoIV9QVmueeeaZUEyhugghbrnlFtNe7dq1M+3l8/m6deu2e/durdeuXbtee+2166+/3tDeK8H7hx56yLByIURmZuayZcu+/vrr9evXDx8+/KSTTpLbqDURBO/feecd09EaNWo0duzYZcuWrV27dv78+bfffrtpM7WS4L32CqSQhAL9+/eXvzqKiooURbnwwguHDh368ssvyw0sarRA/ubNmy0+i5aE1GwZAW8JELx3yXkRvHfJQbAMBBBAAAEEEEAAAQQ8J6BevSF477mDY8EIIIBAzQls27atd+/epql4i2v+f/zjH3fu3BlqVQcOHLjjjjtycnIsRpCf8vl899xzT6gxo6mvV6+eYbqBAwfaDlhZWXndddcZOgohateu/dlnn1l0//e//y33UmuuueYai44xfKq8vHzIkCGhlmGob9eu3U8//RRq9hUrVnTs2NHQxfbhn//850OHDoUak3oE4i8Q8+D90qVL478Lb804Z86caBZM8D4aPfoigIBegOC9XsO0LP9oR/DeFMollQTvXXIQLAOBZBYgeJ/Mp8/eEUAAAQQQQAABBBBAAAEE3CYQ1+D9sGHD5AvKas0333wTiiZUFyHErFmzTHutXr3a7/dbdMzIyGjy679QbbwSvF+9enWoLYRTH0HwvqKiQv5FbDhz6dsQvDd93VKZDAK7du1KTU3Vfzmofyzjl19+0bZfWVlpaBD+QzWEP3v27CNHjmgDUkAAAU8IELx3yTERvHfJQbAMBBBAAAEEEEAAAQQ8J6BewCF477mDY8EIIIBAzQnMnj07/Mv7+pZ5eXmhVrV27Vp9y2qVy8rKQg0bcX0EwftgMDhgwADTla9YscJ6JQMHDjTtKIRITU217hurZ//0pz+FWoNpfbNmzUJNPWLECNMutpVt2rQJNSb1CMRfIObB+0GDBsV/F96asXv37tEsWP68x6OPPhrNgPRFAIGkFSB4b3v08s91BO9t0RxsQPDeQXymRgABVYDgPa8EBBBAAAEEEEAAAQQQQAABBNwjENfg/YIFC+QLykKI3NzcQCAQCsW0i1ppcYuA+++/36Kj7VNeCd4rimK7F4sGEQTvFUVZuHChxZjhPEXwPtSrnfqEFxg5cqT8NTJs2DD9xr/55hu5Tfg1fr+fLzG9J2UEvCJA8N4lJ0Xw3iUHwTIQQAABBBBAAAEEEPCcgHr1huC95w6OBSOAAAI1JxBx8F4IEeqm99EE72+99daYbzaC4H2otHmtWrVsl1e7dm2LX5fYdo9JA4sFhHoq1J88CEURahx9/dGjR2OyHQZBIHqB2AbvKyoqcnNzDx06FP3CEnWEysrK9PT0gwcPRrxBgvcR09ERAQQMAgTvDSDyQ/3Pb2qZ4L2s5J4agvfuOQtWgkDSChC8T9qjZ+MIIIAAAggggAACCCCAAAIuFIhr8D5USvypp56yoLn44ovly9BCiKFDh1r0UhSlvLzctGM4lR4K3vfu3TucHZm2iSx4ryhKcXFxixYtTMcMp5JUsPVLl2cTWMD0C8Sw33Xr1hUUFGRnZ5s2DlV50kknlZSUGIbiIQIIeEiA4L1LDovgvUsOgmUggAACCCCAAAIIIOA5AfWiDcF7zx0cC0YAAQRqTiCa4L0QYsGCBfLaogneCyFatGgRDAblYSOuqW7w3vR3HH6/f9asWeGswbS7Vrl58+ZwBom4zaFDhxo3bqxNF37B5/N99tln8rzRBO/T09O3bdsmj0kNAvEXiG3wftCgQUII+WMM8d+Xa2ccPHiwECKam94TvHft4bIwBDwnQPDe9sjknxgJ3tuiOdiA4L2D+EyNAAKqAMF7XgkIIIAAAggggAACCCCAAAIIuEfAFcH79evXW4iMHTtWvgwthJg/f75FL/WpSZMm1apVy7S7RWVaWtrUqVO1wUtKSuTGa9eu1RooijJ8+HBDm65du+obqGVDGyHEc889JzdTFGXRokVyY9OW+/fvb9Wqldw4nBr5N9arV6+WO5aWlspT//DDD3LLMGsI3sue1CSDwIkTJ0y/RuS9DxgwIDU11bSxXHnGGWdMnTr12LFj8jjUIICAhwQI3rvksAjeu+QgWAYCCCCAAAIIIIAAAp4TUC/aELz33MGxYAQQQKDmBEyD96mpqRdccMHgwYMfe+yxCRMmDBkyRL7sb/E9xTR47/P5zj777DFjxjz22GOTJ08eM2ZMTk5OqGFXrlwZwy1XK3g/a9Ys01VNmzYtnCUVFxebdtcqx44dG844EbeZOHGiNpe+cOqpp86ePXvZsmXz589//PHH9U9p5c6dO8vzmgbvs7KyrrjiiqKioscee+xvf/ubdt1YG0or3HHHHfKY1CAQf4EYBu/V290LITIyMrjpvelRVlZW5uXlCSGiuek9wXtTWyoRQCACAYL3tmjaT25ageC9LZqDDQjeO4jP1Agks8BPP/30xRdfvPPOO7NmzVL/zJb2XUMtvPDCC9OnT3/jjTc2btz4n//8J5mt2DsCCCCAAAIIIIAAAggggAAC8RRwRfA+EAhY7Pn99983XEcQQvj9/n379ln00p7auHFj165d5RFC1bRo0aK4uFjrriiKy4P3iqIcPHiwoKAg1I7U+oEDB1577bWGNtEE7xVFufrqqw0DGh6mpqbedNNNhkohBMF7/QuMcvIIvPrqq/KXQ7t27TSBYDC4ePFi2y9n/SDz5s2rqqrSRqCAAALeFdA+QDlhwgTv7iIBVk7wPgEOkS0ggAACCCCAAAIIIOCIgHrFhuC9I/hMigACCLhTwBC8r1WrVp8+fY4cOWJY7XvvvdesWTP9lX+17PP5fvrpJ0NjQ/De5/PNnTv3l19+MTQ7fPjwAw884Pf75WHvu+8+Q+NoHoYfvH/77bdD/cXhMBcwZcoUeTv6mt/97nfWv3QOcyLTZhUVFU2aNNFPp5YHDhx4/PhxfZdp06bJ8j6fb+PGjfpmiqIYgvf16tVbtWpVRUWFodn06dNN/5LCKaecEgwGDY15iED8BWIYvF+6dKn2VfbGG2/Efy/un1H/4Zk5c+ZEtmCC95G50QsBBGQBgveyiaFG+76mFQjeG4hc9ZDgvauOg8UgkKgCP/zwwwcffPDcc89dddVVLVu2zM3N1b5HhFlITU1t0qRJr1697r///tdee+3AgQOJasW+EEAAAQQQQAABBBBAAAEEEHBWIN7B+4yMDPnqgDVBWVmZfNf68847z7qX4dlvvvlGi1HJCxBCnHXWWWPHjl27dq38AQX3B+8VRQkEAr///e9Nt5aSktK9e3dFUeSbZkQZvFcUZfbs2S1atDCd94Ybbvjuu+8OHDggP0vw3vD65GEyCASDwVatWslfDm+99Za6/ePHj5955plyA9OalJSUvn37fvbZZ8lAxx4RSBIBgvcuOWjtJ0aXrIdlIIAAAggggAACCCCAgFcE1Gs4BO+9cl6sEwEEEIiDgBa8z8jIuP/++y3+pPiPP/7YqFEj+dcBL730kmGdWvDe7/ffdtttO3bsMDTQPxw3bpw85g033KBvE2U5zOD98uXLTX9HLIR46KGHwlxDmzZt5O0YapYvXx7maNVttmTJEsNcQoh27dqZRv1HjRolN37wwQcNk2rB+7y8vGnTph07dszQQHv40UcfpaSkyGN+/fXXWhsKCDglEMPg/aBBg7TXufxJBqc26Kp59TfAVD8EEsHyCN5HgEYXBBAwFSB4b8qir9S+r2kFgvd6H7eVCd677URYDwIJI7B169bZs2ffcccdbdu21b4jxLDQqFGjgoKCd955x+LSU8JgshEEEEAAAQQQQAABBBBAAAEE4iYQ7+B93DbGRAgggICrBK644gr5aukLL7ywc+fO7Oxs+SnTmkaNGhUVFZWUlLhqaywGAQRiIkDwPiaM0Q9C8D56Q0ZAAAEEEEAAAQQQQCA5BdSLOQTvk/P02TUCCCAQvcCWLVvk3wsMHDgwypHlMS+55JIox9R3Dyd4v3nzZnkZQojBgwfLfw9dP7i+/Je//MUwSEZGRrNmzQyVderUOXr0qL5jrMraZUP9jBaD33XXXfqWQgifz7d7926LLtZPvf7664YBhRDTpk2z7sWzCMRBQA7ey69Valwu8Oijj8bhpcIUCCCQeAIE723PVH7/J3hvi+ZgA4L3DuIzNQKJJFBaWjpv3rw///nP8neBeNa0bt16zJgxlZWViWTLXhBAAAEEEEAAAQQQQAABBBCIpwDB+3hqMxcCCCSpwFdffSVfNvX7/V27djW9RYncWAjx8ssvl5eXJ6kg20YgCQQI3rvkkLVP0LpkPSwDAQQQQAABBBBAAAEEvCKgXs8heO+V82KdCCCAgNsEDh8+LP9qIMobPgcCAXnMXr16xXDvtsH777//XrvgZliM6b3iTdcWCATkQXr37v3QQw8ZxhRCvPHGG6aDRFkpTySE1e/ZV61aJXd55ZVXIl7Ghx9+KA/4yCOPRDwgHRGIlQDBe/lr03M1BO9j9eXAOAgkmwDBe9sTl78jELy3RXOwAcF7B/GZGoHEEDh8+HCnTp1SU1Pl93+naurVqzdw4MDly5eHfxEmMc6CXSCAAAIIIIAAAggggAACCCAQvYDVBwKiH50REEAAAQQURenXr180F087dOgwb948JBFAILEFCN675Hy1j/C6ZD0sAwEEEEAAAQQQQAABBLwioF78IXjvlfNinQgggIDbBPbu3Sv/HuHWW2+NZp0rVqyQx5w8eXI0Yxr6Wgfv9+7d26JFC3kNQoju3bsbhrJ4aJo5X7hw4ZYtW+TB//SnP1kMFfFT8kTWwfvjx4/LXUaMGBHxAhYvXiwP+Pzzz0c8IB0RiJUAwXv5a9NzNQTvY/XlwDgIJJsAwXvbE5e/IxC8t0VzsAHBewfxmRoBrwusXLmysLAwJydHfud3SU3Tpk3Xr1/vdWfWjwACCCCAAAIIIIAAAggggEA8BQjex1ObuRBAIBkF7r777giun2ZnZxcWFm7ZsiUZydgzAkkpQPDeJcdO8N4lB8EyEEAAAQQQQAABBBDwnIB6/YfgvecOjgUjgAACLhF44okn5F8lvPTSS5Etb926de3atZMH7Nq1a2QDhuplEbzv0KGDvAAhRIcOHcrKykINKNeXlZXVrl3bMFRhYaHa8qmnnjI8ZZ2Hl8cPs0aeJSsry7qv3OX000+37mLx7PXXXy8P+PXXX1t04SkE4iNA8F7+2vRcDcH7+HyxMAsCiSdA8N72TOXvCATvbdEcbEDw3kF8pkbAiwLbtm0bPnx4dna2/G4fWU2tWrXy8vKa//qv7a//zjnnnObNm9f/9Z/P54tsWLnXU089dfjwYS+as2YEEEAAAQQQQAABBBBAAAEE4ilA8D6e2syFAALJKBDBnzItKioqKSlJRiz2jEASCxC8d8nhE7x3yUGwDAQQQAABBHSWCpgAACAASURBVBBAAAEEPCegfnyN4L3nDo4FI4AAAi4RaNOmjfxJ6G+++Sac5a1fv/7LX/+tWbPm7bff/vvf/276aeyMjIyNGzeGM2D4bUIF70+cOCFvRwjRtm3bgwcPhj++oihz5syRh/r444/VQYqLi+VnqzV+mI3lWZo1a2bdV+6SkpJi3SXUswcPHszKyjIMmJ2dXVVVFaoL9QjETYDgveFr04sPCd7H7euFiRBIMAGC97YHKn9TIHhvi+ZgA4L3DuIzNQKeE9i4caPf75ff58OsSU1N7dat26hRo5566qmPPvpo8+bNth8WraysXL9+/ZIlS1577bVJkyZdfvnljRs3DnM6uVndunXvv//+0tJSz8mzYAQQQAABBBBAAAEEEEAAAQTiJkDwPm7UTIQAAkkqIF+4tKjJz89/+eWXk1SKbSOQ3AIE711y/gTvXXIQLAMBBBBAAAEEEEAAAc8JqBd8CN577uBYMAIIIOAGgaVLl8q/ODj55JPDjFXLN4SXRxNCvPrqqzHfrGnwPhAI3HDDDaZr2LdvX3XX0KVLF3moYDCojSM/u2nTJu3ZWBXkWdq0aWM9uNxFiAh/NT9u3Dh5tG7dulkvgGcRiI8AwXv5y9NzNQTv4/PFwiwIJJ4AwXvbM5W/IxC8t0VzsAHBewfxmRoBDwn8/PPPgwYNSklJkd/krWvq1avXpUuXhQsXfvvttydOnIjJlg8ePDhr1qwRI0ZceOGF1rObPpubm1teXh6TlTAIAggggAACCCCAAAIIIIAAAoknEOFv9xMPgh0hgAACNSEQzmdN/H5/t27d1qxZUxMLYEwEEPCKAMF7l5wUwXuXHATLQAABBBBAAAEEEEDAcwLqB9cI3nvu4FgwAggg4LhAYWGh/Onn1NTULVu2hLk22+B9bm7uggULwhytWs3k4H2oxfzud7/7/vvvqzW42ljGMcTX5VvBn3LKKYFAIIK5LLrIy7j22mst2iuKIncxrNy6u/Zsu3bt5KGaNm3Kh+M1IgpeF6ioqMjNzZVf52rNoUOHvL7B6NdfWVmZl5dnSpSenn7w4MHop2AEBBBAIAIBgve2aPJbN8F7WzQHGxC8dxCfqRHwhMA777zTtGlT+b3dtCYlJaWoqOjLL7/U/+nA+GyzsrJyzJgxbdu2NV2YaWX79u3jszZmQQABBBBAAAEEEEAAAQQQQMBDAgTvPXRYLBUBBDwmEAwGzz77bNOLlVpldnb21q1bPbYxlosAAjUgQPC+BlAjGZLgfSRq9EEAAQQQQAABBBBAAIHfwnUE73ktIIAAAghUV0D7fYG+MHjw4PDHCZV11wbs3LlzqJvAl5aWHqjOv4qKCv3C5OC9Nqm+cNJJJ0X8qxD9OGrZcKv5/v37y20+/PBD/ToVRamsrKzORv//tvoR5Cl69eqlbyCX5S6RBe9Nx3nppZfkGalBwKMCS5cuNX2dq5VvvPGGR/cVw2W///77FkRz5syJ4VwMhQACCIQvQPDe1kp+9yZ4b4vmYAOC9w7iMzUC7he44YYb5Hd1ucbn83Xs2PGll14yXFVwZINbtmw57bTT5EWa1jz++ONVVVWOrJNJEUAAAQQQQAABBBBAAAEEEHCnAMF7d54Lq0IAgUQQePfdd00vU6qVjRo1KioqKikpSYStsgcEEIhagOB91ISxGYDgfWwcGQUBBBBAAAEEEEAAgeQTUC/4ELxPvpNnxwgggEBUAsuWLTP9PcLu3bvDH9c2eC+ESEtLM73HWmZmpukCQlUuXrxYv7Awg/f9+vXT9wq/vGHDBnklTzzxhH4E09/FDBw4UN9GUZTVq1fLQ1nXaCOUl5fLLW03JXeJIHj/6KOPmo5TWVmpLY8CAl4XGDRokOnrXK3s2bOn1zcY/foHDx5sQdS9e/fop2AEBBBAIAIBgve2aPK7N8F7WzQHGxC8dxCfqRFwucCbb74pv6XLNaeffvqOHTtctZdgMPjxxx8PHjy4Tp068oINNRdddNHmzZtdtX4WgwACCCCAAAIIIIAAAggggICDAgTvHcRnagQQSHCBK664wnB1Uns4Y8aM8vLyBN8/20MAgeoIELyvjlYNtiV4X4O4DI0AAggggAACCCCAQEILqJd9CN4n9CGzOQQQQCDGAp988kl2drb2iwN9oVozhRO8F0IMHz5cHjY+wXshRGQRo/vuu0/PIoRISUkx/FWCioqKvLw8Q7PatWsfPXpUv99ogveHDh0yjC+EuPnmm/Xjy2W5S3WD99OmTfP5fPI46enp8nTUIOBRgYqKitzcXPl1rtVkZGQcOnTIo7uLybIrKyvldznNRwiRnp5+8ODBmMzFIAgggEC1BAje23Lp367VcmQ/FdtORIOYCBC8jwkjgyCQYAKVlZVjxoyR388NNR06dJg3b56b7xh/+PDh0047zbBs+WFGRkaCnSDbQQABBBBAAAEEEEAAAQQQQCBiAYL3EdPREQEEELAS6Nevn+HSpN/v//TTT6368BwCCCSxAMF7lxw+wXuXHATLQAABBBBAAAEEEEDAcwLqhSCC9547OBaMAAIIOCUQ6l7xF198cXX/bu/DDz885rd/I0aM6Nu3b0pKiuE3FOrDzMzMnTt36rcct+C9ECItLU0/tW35gw8+kHfx2muvyR3XrFkjt7z66qv1LaMJ3iuKIo/fp08f/fhyWe4SfvB+7ty5oQ6xsLBQnosaBLwrYH27e/XrKMlvem99u3uViJvee/dLgJUj4GkBgve2xyf/QEjw3hbNwQYE7x3EZ2oE3Clw6qmnyu/k+pqCgoKNGze6c/EWq2rdurV+F3L58ssv/+WXXyxG4CkEEEAAAQQQQAABBBBAAAEEkkGA4H0ynDJ7RAABBwRSU1O1i5I5OTmFhYVbt251YB1MiQACHhEgeO+SgyJ475KDYBkIIIAAAggggAACCHhOQL0QRPDecwfHghFAAAFHBDZs2KD9BkFfaNmyZUw+2XzgwIHJkydnZ2frB1fL/fv31285nsF7IcT69ev1s1uXb7nlFnn9Z599dlvp3/nnny+3TE1NLS4u1qaIefDeNuYqLyn84L3+d0z6cbp3715ZWaltigICCSBgfbt79fWfzDe9t73dvUqUnp6eAC8GtoAAAp4TIHhve2T6H+TUMsF7WzQHGxC8dxCfqRFwocD7778vv43ra1asWOHCZYezpEAgMGvWrJNPPlm/HUP5rLPO2r17dzij0QaBbdu27du3DwcEEEAAAQQQQAABBBBAIPEECN4n3pmyIwQQcIWAdi2yqKiopKTEFWtiEQgg4GIBgvcuORyC9y45CJaBAAIIIIAAAggggIDnBNRrQQTvPXdwLBgBBBCIv8AXX3yRl5en/RJBX4jtZ5pXrVqlH1wtZ2dn67cc5+B9kyZNdu3apV9AqHJZWVlOTo68/mrVTJkyRRs/5sH7Ll26aIObFkyXatrSUDl37lzTvp07dy4vLzc05iECXhcwfbXLlXPnzvX6TiNbv23aR7OKbHx6IYAAAtEIELy31dPepbUCwXtbNAcbELx3EJ+pEXCbwNKlSzMyMrR3b0MhNzf39ddfd9uaq7uesrKyu+++27A1/cP8/Pzqjkn7pBVIT08fMGDAd999l7QCbBwBBBBAAAEEEEAAAQQSUoDgfUIeK5tCAAGHBR555JF58+YFAgGH18H0CCDgHQGC9y45K4L3LjkIloEAAggggAACCCCAgKsE9u3b97rdP/UTaY0aNbpd+te/f3/12eeee856mI8//thVG2cxCCCAAAIxF6hVq5b+Q8xauUmTJlu3bo35dNr4+oJ+lpoI3vfr1y8QCIwePVo/qb78xz/+0TZA3rlzZ32XiMvaZmMevD/99NO1wU0L8prT0tJMW2qVY8eOlXupNRdddJHWjAICCSNQUVFh9po/S67MyMhImF1XayMh/lDLpTLRwYMHqzUyjRFAAIHoBQje2xrKb9cE723RHGxA8N5BfKZGwFUC6enp8hu4WlO/fn1XLTX6xRw7dmzUqFE+n890y3/4wx+441T0yMkwQn5+vvYSatu27axZs6qqqpJh4+wRAQQQQAABBBBAAAEEEluA4H1iny+7QwABZwR++OEHZyZmVgQQ8KwAwXuXHB3Be5ccBMtAAAEEEEAAAQQQQMBVAoFAoFWrVtrHhmqo4Pf7ly5d6qqNsxgEEEAAgdgKPP3006bfRM4444ydO3fGdi51NNPpYjhRvXr1DFO0b9++oqJCUZRgMKj96RlDGyHEDTfcYL2MlJQUuVcENdazhP+sPHWdOnWsu8td/vCHP1h0qayslLuoNQUFBUeOHLHoy1MIeFRg6dKlZi/7IrPKJP1kiymFEM/I9XPmzPHoy4BlI4CAdwUI3tuenfx2TfDeFs3BBgTvHcRnagTcI/D999/L795qzZlnnpmoN/RevHhxqF136tSpsrLSPQfEStwpMH36dMNLqHnz5kePHnXnalkVAggggAACCCCAAAIIIBCmQJL+ejJMHZohgAACCCCAAALxESB4Hx9n21kI3tsS0QABBBBAAAEEEEAAgeQUCAQCho8NxfYhqfvkfF2xawQQSB6BYDD4wAMPmH7vOPfcc4uLi2uIwnTGGM4lB+8HDhyojX/ixIkrr7zSdA1C2PySOlSv6tYHAgFtPdEUTOe1HlDu0rVr11Bdjh492q1bN7mLEKJPnz7l5eWhOlKPgKcFBg0aZPay3ySEX6739E4jXrzs8GtNsRDGv07SvXv3iGehIwIIIBCZAMF7Wzf5bZzgvS2agw0I3juIz9QIuESgrKzsnHPOkd+9hRDXXnvtoUOHXLLOmljGWWedZbpxIcSoUaNqYkbGTCSB8vLyxo0bG15CeXl5Y8aM2bNnTyLtlL0ggAACCCCAAAIIIIBAUgnYfKYhqSzYLAIIIIAAAggg4JQAwXun5A3zErw3gPAQAQQQQAABBBBAAAEENAH9Te990j/DJ4pMH0qdfFoz7nWvOVNAAAEEEk/gxIkTAwYM0N7zDYXS0tKa27JhLvVhDKezDt4rinLw4MHWrVubLuPpp5+2WIlplwgqP/jgA4tZwn/KdGqL7ocOHZK7jBw50rTL3r17L7roIrm9WlNVVWXai0oEvC5QUVGRm5srvfLPEkIRooNULxI75WJ6mpWVlbKDEGf+SnSp4an09PSDBw+ajkMlAgggUEMCBO9tYQ3v1UIIgve2aA42IHjvID5TI+AGgWAweP3118tv3WpNMBh0wyJrbg0HDhywuDRRc/MycsIIjB8/3vTLJysra9u2bQmzTTaCAAIIIIAAAggggAACSSVA8D6pjpvNIoAAAggggIBLBQjeu+RgCN675CBYBgIIIIAAAggggAAC7hQIBAJaejArK2vnzp0Rr/O2225TP4Tk9/sXL14c8Th0RAABBBBwucC2bdtMP3UqhLj55psrKirCX/++ffu+/PXfsWPHwuxlOnWYfcNpZhu8VwepX7++6UoyMzNXr14tTzR69Gi5/TfffCO31NccOXIkOzvb0DEnJ6esrEzfLLJy8+bNDSMLISw+dj9w4EC5/Y4dO+TZP/jgA7mlEMLn8z3xxBNye2oQSBgB7efh//4S2ChEQIif5Zve9+jRI2H2HuZGhgwZ8t846qNvhKgUYrdMxE3vw4SlGQIIxEqA4L2tpPw2TvDeFs3BBgTvHcRnagQcF9i/f3/Dhg3l920hxJgxYxxfXtwWUFZWZorA/2vE7Qg8PdHw4cNNXz9a5aJFiwKBgKf3yOIRQAABBBBAAAEEEEAgqQQI3ifVcbNZBBBAAAEEEHCpAMF7lxwMwXuXHATLQAABBBBAAAEEEEDAtQKG7H1k69RSRqTuIwOkFwIIIOAVgZUrV4b63PaoUaMsYtumG5w+fbr6QdVTTz01nL5r167VPtiqL5gOHlllmMH7jz/+OCMjQ78GrZybm2uYuqqqqkmTJloDtdCqVStDM9OH/fv3N3QUQsyZM8e0cbUqhw4dKo+8ZMkS00FKS0vr1q1raH/GGWfIjV9++eW0tDRDSyFErVq1Zs2aJbenBoGEEQh9u/ugEEOFqBCio+FLIyMjI6luel9ZWZmXl2dA+PV290EhugpRLgQ3vU+YLwg2goBXBQje256c9DbOHe9tzZxsQPDeSX3mRsBpAe2KveGt+4477nB6afGev2XLlgYE9SF/PjjeJ+HB+Xbu3Gn64tFXNm/efOrUqUePHvXg/lgyAggggAACCCCAAAIIJJ0AwfukO3I2jIALBXbv3r18+fJXX311ypQpzz777Jw5c7744otq3ebFelPHjx9/++23X3nllem//vv444//85//WHfhWacEjh49un79+hkzZqiHtWrVqn379jm1GOZFIJ4CBO/jqW0xF8F7CxyeQgABBBBAAAEEEEAAAVUgEAhonxOK4Kb3+s/w8WE1XlQIIIBAAgvMnTs3PT1d+5ahL6SmpkawcS14L4Ro3779P//5z/Ly8lDjfPPNN40bN9ZPqpbz8/NDdYmgPszgvaIo8+fP9/v98nqEEHv37tVPvWzZMrnZxIkT9W1ClRcvXiz37dKlS6j24dd/+OGH8shnnXXWsWPH5EEKCwvlxg888IC+ZTAYHDNmjNxMrfnoo4/0jSkjkHgCS5cuNXv9P/xr6l4I0UuIJ+QGc+fOTTyKUDt6//33ZQEhHhRi2K/1XYV4XG4Qkz81EmpJ1COAAAIGAYL3BhD5ofxGzR3vZSX31BC8d89ZsBIE4i9gesnikksuOXHiRPwX4+yMW7dulf+YoBCiWbNmZWVlzq6N2d0vIP/wY1qTl5e3Z88e92+HFSKAAAIIIIAAAggggECSCxC8T/IXANtHwAGBqqqqt956Kycnx/SSiqHS5/N16tTp/fffr+5CDx48eN999xlGkx926NDhs88+q+7gEbR/4YUX5NkvvfTS8Ifq0aOHPMKECRPCH0FRlOLiYnkQIUSTJk2qqqqqNVQMG+/fv3/EiBGhPoCoLfjKK69cv359lPMGg0FtQLXQsGHDKMekOwIxESB4HxPG6AcheB+9ISMggAACCCCAAAIIIJAMAob73ocfv9dS99zrPhleJ+wRAQSSXMBwLTrihxqjPnivH83v95911ln9+vW75ZZbrr766pNOOkn/rL7cqFGj2N4vOvzgvboL/WL05WuuuaayslJRlLKyMvn3R5dccomGYFu4/fbb9SOr5SeffNK2o22DJ598Uh5ZCFG7du3HH398+vTpEyZMGDx4sGmba6+91jD+sGFqdNa0eTUq16xZYxiZhwh4QiA3N7caL/TfmibPTe9D3O7+N4jQ/01PT/fEC4BFIoBAYggQvLc9R/kNm+C9LZqDDQjeO4jP1Ag4K7Bx40b5HVuIpP50ven1jdNPPz0QCDh7WMzucoGOHTuafjWFqvT7/VzacvmZsjwEEEAAAQQQQAABBJJZIKkvDSTzwbN3BBwRKCkpmTx58qmnnhrqMkqoep/PN2TIkPDXvHLlyiZNmoQazVDv8/nikDl3SfB+ypQphu1rDyP46wbhn4hFy2XLluXl5WnLsC6kpKT87W9/sxjN9qm9e/capiB4b4tGg/gIELyPj7PtLATvbYlogAACCCCAAAIIIIAAAqqAIXsfDgup+3CUaIMAAggkjIDhWnTEDzWQUMH78EeeNm2aNlpMCtUN3vfv3z/UatVfA82ePVtu8Oyzz4a/2hUrVsgjnHfeeeGPEKrlsWPHmjVrJg9uW5OSkvL1118bhiV4bwDhYbIJ2H7hhGqQJDe9D3G7+1Aq/1WfbK8l9osAAg4KELy3xf+vN+hfHxC8t0VzsAHBewfxmRoBZwVMQ+Y9e/Z0dlXOzr5//37Tj3S+++67zi6M2V0u8Pbbb8s//9jWtG3bdtasWXH4FLfL9VgeAggggAACCCCAAAIIuE2A4L3bToT1IJDIAkVFRbbXUCwa7Nq1KxyduXPnpqamWowjP9W1a9fy8vJwBo+4jUuC923atJG3r9bcfPPNEe8umo7/L0sfakmh6tX73kQ26eLFiw3DEryPTJJeMRcgeB9z0sgGJHgfmRu9EEAAAQQQQAABBBBIToFAIKBdZ7C96T2p++R8kbBrBBBIZgHte0SUBc0wyuB97969Y35fsuoG70+cOHHFFVeEAlEU5aqrrjI8m5qa+p///EdDsC3ovzvrh7LtGE6DyD49PHLkSHlwgveyCTVJJaD/8qxWuUePHskANWTIkGqx6Bsngw97RAABlwgQvLc9CP37s1omeG+L5mADgvcO4jM1Ag4K7N+/Pysry/COnZ2d/eOPPzq4KjdM/fLLLxtYhBBdunRxw9pYg2sFgsFgfn6+/MoJp6Z58+ZHjx517dZYGAIIIIAAAggggAACCCShAMH7JDx0toyAYwJRBu/POOOMPXv22K4+giC3EKJnz54x/8CZfqluCN5v2rTJ4gJWdnb2kSNH9GuOQ/n111+3WFKopwYMGBDZ2kpLS88++2zDsATvI8OkV8wFCN7HnDSyAQneR+ZGLwQQQAABBBBAAAEEklbg3HPPVS81ZGVlWWfvtSsSixcvTlouNo4AAggklYD2zh9lQUOLMnh/7NgxbahYFaobvFcU5eDBg61btzY1eeSRR+Rf8Vx99dXVXa3p4NUdJFR708GtK0+cOCGPRvBeNqEmeQQqKiqsv2osns3IyDh06FDCW5neW9KCRf/UwYMHE96HDSKAgEsECN7bHoT+/VktE7y3RXOwAcF7B/GZGgEHBZ5//nn57frOO+90cEkumbqyslKW8fl8Llkey3CtQDQXMPPy8saMGRPOp8Rdu30WhgACCCCAAAIIIIAAAokkQPA+kU6TvSDgdoEog/fqhbynnnrKYp+XX365fL0vzJq0tLRvv/3WYvBonnI8eB8IBLQ0aSiQq666Kpo9VqtvIBC44IILQq3Etj4zM3PXrl0WM27cuPHVV1+dOHHimDFjbr/9dvnDf9oUBO8tGHkqngIE7+OpbTGX9lZp0YanEEAAAQQQQAABBBBAAAG9QCAQsI7fc697PRdlBBBAIHkEtKvQURY0sV9++WXcuHHNmjWr1oC1atUaP358ZWWlNk4MC/K194EDB4YzvvVfCtZv8PDhw+EMqG9jemetZcuW6dtEXA4EAuPGjfP7/fpFhir36dMnVEKY4H3ER0DHBBDQfjwO9bVjXZ8MN723FrB+tnv37gnwImELCCDgCQE5eG/9BsWzQgiC925+bRO8d/PpsDYEakjg+PHjGRkZhu9QnTt3rqHpPDdsVlaWAUcIQgeeO0YHFjxu3Dj5ldOjR49WrVrJ9aY1fr+/W7duq1atcmD1TIkAAggggAACCCCAAAII/CbA/wP/JsF/EUCg5gVsg/dZWVm2n1WqV69eqJXOnz/f9CqMECI7O7tNmzYFBQUdOnQI1UYI0bVr11CDR1nvePD+ww8/tNi4+lRKSkqU2wy/+yuvvGKxnrZt2xYUFFxyySUWbfr3728x3QMPPGDRV/8UwXsLRp6KpwDB+3hqW8xF8N4Ch6cQQAABBBBAAAEEEEAglEAgENCuNmRlZembabEiv9/Pve71MpQRQACBhBfQvjVEWTBAVVVVvfvuu2HeDHnQoEE7d+40jBDDhxEH7xVFkT/abgoVwWrHjx8vDzVgwIAIhgrV5auvvrriiivkWfQ1CxYsCNVdURSC9xY4PJXYAhUVFbm5ufovluqWMzIyEpvI9MaS4Sulp6dz0/vEfoWwOwTcI0DwPvw3Z60lwXv3vIDllRC8l02oQSDhBdasWaO9RWuFWbNmJfzGw9xgz549NRatEGZfmiWzwP79+7Ozs7XXjFpQP5y8cuXKbt26GZ6yeDhr1qyqqqpkxmTvCCCAAAIIIIAAAggg4KAAwXsH8ZkagaQTMA3ed+zYcezYse++++7Ro0dVkf379xcWFpr+vUz1CksouPPOO8/0EsyZZ5554sQJrdeWLVsGDBhg2rLm/iSn48H7W2+9NdSW9fWaUk0XQv0K9pxzznnnnXe02Tdu3NinTx/9CrWy3+/funWr1tJQIHhvAOGh+wUI3rvkjAjeu+QgWAYCCCCAAAIIIIAAAp4T0G56L4TQIo5a6l4IQerec2fKghFAAIEoBabH6J/pMgKBwOeff/7444+fffbZqamp2pVztZCfnz948ODXXnvNtG8MK2fOnGnY5UcffRTm+CtXrjT0NX0Y5mj6Znv27JGHmjNnjr5NTMp/+ctf2rRpY/A//fTTBw8e/N5771lPEeb25Y0Yavbu3Ws9Ec8i4DaBpUuXGt6yInjotk3Fdj3vv/9+BCb6LjXxjhfbPTIaAggkhkCoT33o35EoGwQI3rv5xU/w3s2nw9oQqCGBJ5980vBGLYRYt27dj/z7VWDy5Mmyz44dO2roOBg2kQSGDx8uv3i0Da5fv95wPU1urNU0b9586tSp2sfLtUEoIIAAAggggAACCCCAAAI1LUDwvqaFGR8BBP5PQB+8f+2114LB4P89Z1YqLi7Wrp7oC8eOHZObDxo0SN9GLdevX7+4uFhurNbI7YUQZWVlodpHU+948N50s3Ll119/Hc02w+8rTy2E2L9/f6gRunfvLndp0KBBqPYE70PJUO9aAYL3LjkagvcuOQiWgQACCCCAAAIIIICAFwUCgUCrVq3UKxg5OTl9+/ZVy36/f+nSpV7cEWtGAAEEEEAAAQQQQCCGAra3u09PTxdCWPx9dvUH7EOHDsVwVa4aqrKyMi8vT/6tqFYTDhE3vXfVmbIYBBJYoFatWtq7E4UwBTp37pzALwmvb43gvddPkPUjEIFAnTp1wnwDp5km0K1btwio6ZKEAtprRitMmDDB4HDo0CHto3pas1CF9PT0AQMGfPfdd4ZBeIgAAggggAACCCCAAAII1JAAwfsagmVYBBAwEZg0aVL9+vUbNmz4wAMPmDxtVmV6DWX79u1y2wYNGsiN5Ss1+o6mfzRx3rx5+jaxKnsleD9q1KhYbdliNGTpbgAAIABJREFUnLKyMvmwhLD6lrR169ZqdSF4b+HPU+4UIHjvknPRrua7ZD0sAwEEEEAAAQQQQAABBLwlEAgEzj33XP1FDL/fz73uvXWIrBYBBBBAAAEEEECghgSsb3dft27dW265RQhx/fXXN27cWP9DtaE8d+7cGlqh48Na3+6+Tp06t956qxCiT58+J598soFF/5Cb3jt+lCwAgWQQUP8UiP7Nh7KtQNeuXZPhteHRPRK89+jBsWwEohHIzs62feumgUGgU6dO0ZjTN3kEDK8cIUTjxo3Ly8sNAuvWrbviiivkxqFq/H7/mjVrDIPwEAEEEEAAAQQQQAABBBCoCQGrlGNNzMeYCCCAQLUETK+erFq1Sh7EtOWPP/4ot9Rqrr76arnXoEGDtAYxLDgbvC8uLpZ3avp3B04++eSqqqoYbtx0KNOPjKSlpZk21irlLVhk9Qnea24UvCJA8N4lJ0Xw3iUHwTIQQAABBBBAAAEEEPCuQCAQ0C5ikLr37jmycgQQQAABBBBAAIGYCwwaNEj7UVkufPrpp2PHjhVCFBYWfvfddxbB8h49esR8bS4ZcPDgwbKMWlOnTp1PP/1U/R3o4MGDrYm6d+/ukh2xDAQQSGCBrKysUG9Z1IcS6NOnTwK/JLy+NYL3Xj9B1o9ABAKZmZmh3rGpDyXwxz/+MQJquiShQMeOHeVX0YwZM/QUlZWVcptwajp06LBw4cJAIKAfjTICCCCAAAIIIIAAAgggEFsBgvex9WQ0BBCIsYDpNZRly5bJ05i2lJvpa3bu3Gnaq6SkRN8sJmVng/fnnXeevNM33nijZcuWcv1NN90Uky1bDNKlSxd53okTJ1p0URRF7iKEkP8EpsUgpaWl8iANGza06MJTCMRNgOB93KitJyJ4b+3DswgggAACCCCAAAIIIBCOwD333KNegginMW0QQAABBBBAAAEEEEgSAfn3dGpN3bp1165dqyiKFrxXQTZu3Biqyz/+8Y/EQ/vwww9D7bdOnTrqfrXgvfqwUaNGobq88cYbiUfEjhBAwFUCf/nLXwxvQSkpKQsXLlzKv18Fhg8fbvARQnz77beuOkQWoxcgeK/XoIxAkgicc8458ns1NdYCDzzwQJK8PNhmlAKBQODMM8+UX07vvPOOfmS5QbVqzjzzTNMbuemnoIwAAggggAACCCCAAAIIRCZA8D4yN3ohgECcBEyvoXz55Zfy9KYt5Wb6mmAwWLt2bbnjmjVr9M1iUnYweG/6kZScnJyjR49OnDhR3n52dvaRI0disutQgzRv3lye9+233w7VXq1PS0uTe23atMm6l/5Zgvd6DcpuEyB475ITIXjvkoNgGQgggAACCCCAAAIIeFpg1KhR6kUMT++CxSOAAAIIIIAAAgggEFuBqVOnZmdnG37fV7du3U8//VSdyBC8VxTF9L73d911V03/NjO2Gw9ztIqKiqlTp+bk5BiI1Hvdq4MYgvem971PTU1NVKIwJWmGAALxEVi2bJnh/UoIsWjRovjM7v5Zrr32WoPPKaec4v5lJ/MKCd4n8+mz96QVIHhv+FYVzkOC90n79RLBxqdPny6/qC677DJFUaZNm/bZZ58dP35cbmBb06BBg6uuumrs2LHz58+PYFV0QQABBBBAAAEEEEAAAQTCFCB4HyYUzRBAwBkB02sou3fvNqwmGAyatjQ0kx9efPHFcsdZs2bJLaOscTB4L/+VcSHEgAEDFEX5/vvvfT5ffAQ0wPLy8pSUFHnSbdu2aW1MCy1btpR7Veu3tgTvTWGpdIkAwXuXHATBe5ccBMtAAAEEEEAAAQQQQMDTAgTvPX18LB4BBBBAAAEEEECg5gS2b9/epUsX7Vd+2r3u1Rnl4P3GjRsNN3W/9NJLa255bhh5x44dmo8Qok6dOvq/Gm8I3iuKsmnTJj1Rx44dN27c6IaNsAYEEEh4AdMPYPTr1y/hNx7OBvfv35+Zmal/PxdC9O7dO5y+tHFKgOC9U/LMi4CDAgTvDd+qwnlI8N7BV6znpj5+/Lj+f1e1F9jnn3+ulk3vxaU1MxQI23vuBcCCEUAAAQQQQAABBBDwugDBe6+fIOtHIMEFDJdO1Ifynn/++ecwWxr69u3bV+744IMPGppF/9Cp4H0gEGjatKm8x/fff1/dVMeOHeVnCwoKot9yqBG+/fZbeUafz1dRURGqi1qv/xSONsKjjz5q3Uv/rOnvfRs2bKhvQxkBpwQI3jslb5iX4L0BhIcIIIAAAggggAACCCAQgQDB+wjQ6IIAAggggAACCCCQPAJNmjRRf9m3du1a/a7l4L2iKFr2Pjc395VXXgkGg/ouCVmeN2+eSmRI3SuKIgfv1ey96pmbm5sMPgl56GwKAY8KaJ/c0AppaWke3Utslz158mTNRCu89NJLsZ2F0WIrQPA+tp6MhoAnBEyD9xP5pxNo3Lix9o1MLRC898Rr2z2LHD9+vOElJIS4/vrr5UrTGi1sv3PnTvdsipUggAACCCCAAAIIIIBAkggQvE+Sg2abCHhSYNy4caYXU+TN/OMf/5BbNmjQQG5pqHn44YfljjVxnwTT4L08dXVrJkyYYNiR4eEtt9wij3nPPfdozUpKSmrVqiW3qVagXRstnMKLL74oT3faaafZ9h05cqTcsWvXrrYdtQYE7zUKCi4UIHjvkkMheO+Sg2AZCCCAAAIIIIAAAgh4WoDgvaePj8UjgAACCCCAAAIIxEegrKzMMJFp8N7QJskfmgbvFUWRMZMciu0jgEB8BFJTU+VPcezfvz8+s7t2lpkzZ8osnTt3du2CWZgqQPCeVwICSShgGrxPQgeLLbdu3drwTY3gvQUXT5kKGF5C4Tzct2+f6VCxraysrPziiy9eeOGFoUOH1q1bN5yFaW3q1as3bNiwF1988auvvortqhgNAQQQQAABBBBAAAEE3CNA8N49Z8FKEEDgvwS2b9+ek5OjXafQCtnZ2f/V7tcHM2bM0BpohTPOOENuaaiZOnWq1l4rtGnTxtAs+oeOBO/LyspMDb/88kv9jq677jpt71qhVatW+jYxLD/55JPaLFrh/PPPt53C9I9fXnbZZbYdtQYE7zUKCi4UIHjvkkMheO+Sg2AZCCCAAAIIIIAAAgh4WoDgvaePj8UjgAACCCCAAAIIOCVA8N5WPlTw3rYjDRBAAIGaEOjdu7f2qQ+tUFhYWBNzeWjMRo0aaRpaYcmSJR7aQnIuleB9cp47u05yAYL3ti8Agve2RDSwFUhJSdF+Igqz0Lp165rL3gcCgbVr1xYVFWVnZ4e5HutmV1555fjx4z///PNAIGCrQQMEEEAAAQQQQAABBBDwkADBew8dFktFIIkEKioq2rVrZ3q1YujQoTLEM888Izc+55xz5JaGGtO7r//hD38wNIv+oSPB+zlz5sgs+fn5hu3MmzdPbiZETX2D+Pvf/y5P16FDB8Oq5IePPfaY3PGCCy6QW4aqIXgfSoZ6NwgQvHfDKSiKQvDeJQfBMhBAAAEEEEAAAQQQ8LQAwXtPHx+LRwABBBBAAAEEEHBKgOC9rTzBe1siGiCAQDwFVqxYIX+Kw+/3r1mzJp7LcNtcsokQgiCW245JXg/Be9mEGgQSXoDgve0RE7y3JaKBrYDpn2oy/XlJX1kT2fvy8vLFixc3bNhQP1EMy40aNVqyZElFRYWtCQ0QQAABBBBAAAEEEEDAEwI1lav0xOZZJAIIuFYg1LWMoqIi0zU/9NBDcpeLL77YtLG+0jSaXq9ePX2bzz//vKCa//r3768fQVEUR4L3pn8qcufOnYa1KYoi6wkhqqqq5JbPPvtsNTEKnn76af04d911lzxd586d9W1My9OmTZM7NmvWzLSxaSXBe1MWKl0iQPDeJQdB8N4lB8EyEEAAAQQQQAABBBDwtADBe08fH4tHAAEEEEAAAQQQcEqA4L2tPMF7WyIaIIBAnAX+9a9/yR/kEEL07NkzGAzGeTGOT7d9+/YGDRrIINX6ZIvju0jaBRC8T9qjZ+PJLEDw3vb0Cd7bEtEgHIGOHTvKPyCFUxP9fe+PHTv23HPPhTNXbNuce+65L7zwwvHjx8PxoQ0CCCCAAAIIIIAAAgi4U4DgvTvPhVUhkNQCpmF4IUSbNm1OnDhhSnPvvffKVz0uvfRS08b6yn/+859yx7S0NH2bpUuXym2sa373u9/pR3AqeG+6SMPC1IemLZcuXSo3vvPOO00bW1QOGzZMP85tt90mN+7WrZu+jWn55Zdfljvm5uaaNjatJHhvykKlSwQI3rvkIAjeu+QgWAYCCCCAAAIIIIAAAp4WIHjv6eNj8QgggAACCCCAAAJOCRC8t5UneG9LRAMEEIi/wLXXXit/lkMIMX78+PgvxsEZjxw5YhrgFEIsWrTIwYUxdZgCBO/DhKIZAokkYPq+nUgbjH4vBO+jN2QERVHefvtt0x8XtUrtu7BWoxaivO/91KlTmzRpYhgzng8bNWoU6m5zvDAQQAABBBBAAAEEEEDA/QIE791/RqwQgeQSmD9/fmpqqumljc2bN4ey+Mtf/iJ36dChQ6j2Wv0//vEPuWNWVpbWQFGUZAjeN23aVHa48cYb9Q5qOfrg/e233y7Pdc0118hzGWqmT58ud2zcuLGhmcVDgvcWODzluADBe8ePQF0AwXuXHATLQAABBBBAAAEEEEDA0wJPPfXUSb/+8/QuWDwCCCCAAAIIIIAAAnEWIHhvC07w3paIBgggEH+B77//PisrS/44h9/vj/9inJrx6NGjBQUFMoIQomvXrk6tinmrJaBF/qrVi8YIIOBpAYL3tsdH8N6WiAbhCASDwfz8fNOflNTKr7/++oILLjBtEFn2vqSkpKioyHTA+FcWFRXt378/HCjaIIAAAggggAACCCCAgKsECN676jhYDALJLvCvf/0rLS3N9LqGz+ez0Bk3bpzcq127dhZd1KdmzZold8zLy9N3rLngfU5OTtuw/9WrV09e6oQJE/RL1Zc3bNggt69Vq5a+jVbW7sOm75KVlXX48GGtjVqIPnh/77336mdRy1dddZVhIvnhs88+K3c8/fTT5Zahagjeh5Kh3g0CBO/dcAqKohC8d8lBsAwEEEAAAQQQQAABBDwtMH/+fPUihqd3weIRQAABBBBAAAEEEIizAMF7W3CC97ZENEAAAUcEJk6cKH+cQwjx7LPPOrKe+E/aqVMnU4HMzMwdO3bEfz3MGIEAwfsI0OiCgNcFCN7bniDBe1siGoQpYHrbLfXHpwYNGgSDQdMP96oNqpu9f/DBB3Nyckx/NrOtzM7O/v3vf9+uXbuCgoK+v/0rKCi48MILTzvtNNvuoRrUqVNn3LhxYVrRDAEEEEAAAQQQQAABBFwiQPDeJQfBMhBAQMnMzAx10WH06NHWQNOmTZP7nnPOOda9FEV5/vnn5Y5nn322vmPNBe8vvfRS/UTW5R49eshLDRW8r6qqMr2JfUZGRv0Q/+TBhRCdOnUyrCr64P2kSZPkuTp27GiYSH5o2rF9+/Zyy1A1ptfmGjZsGKo99QjEU4DgfTy1LeYieG+Bw1MIIIAAAggggAACCCAQpgDB+zChaIYAAggggAACCCCAgF6A4L1ew7RM8N6UhUoEEHCDwO9//3v5oyBqTWFhoRtWWENr2L59e6tWrUz3Pnz48BqalGFrQoDgfU2oMiYCLhcgeG97QATvbYloEL6A6c9LQoixY8eqg5SWloa6770QYt++fdZz7dq167rrrgs1i1w/dOjQN99886effrIe1uLZH3744Y033mjWrJk8eKia3r17//jjjxZj8hQCCCCAAAIIIIAAAgi4R4DgvXvOgpUgkNQC77zzTqgLDcOGDQsGg9Y6pjeuD+de6JMnT5bnbdeunX46Lwbvly1bJu8rghq/32+4rhR98P6ZZ56RV3L++efrzU3L6udIDH2vuuoq08amlQTvTVmodIkAwXuXHATBe5ccBMtAAAEEEEAAAQQQQMDTAgTvPX18LB4BBBBAAAEEEEDAKQGC97byBO9tiWiAAAJOCaxfvz4rK8vwiQ7t4d69e51aWI3O+95779WvX1/bpqFw4sSJGp2dwWMrQPA+tp6MhoAnBAje2x4TwXtbIhqEL5CdnW34YUl9OH/+fG0Qi+y99X3vJ02aZPGzqH7ec889d+LEid9++602afSFTZs2jR8/PtQfY9LPLoTIzs6uqqqKflJGQAABBBBAAAEEEEAAgZoWIHhf08KMjwAC9gIzZ85MTU01XFxQH95yyy2BQMB2iIULF8rd69evb9tx9OjRckfDbd69GLwfMGCAvK/IaiZPnqxnjD54P3PmTHklp512mn4W03JhYaHcsVevXqaNTSsJ3puyUOkSAYL3LjkIgvcuOQiWgQACCCCAAAIIIICApwUI3nv6+Fg8AggggAACCCCAgFMCBO9t5Qne2xLRAAEEHBSYO3eu3++XP9chhGjWrNknn3zi4NpqYurKysqUlBTT/QohwvkYTE2sijEjFiB4HzEdHRHwrgDBe9uzI3hvS0SD8AXuuOMO0x+cduzYoR/E9FO+asdQ2fuff/7ZdGRDZV5e3ujRo/Vzxbx8zz335ObmGuaVH1555ZXFxcUxn50BEUAAAQQQQAABBBBAILYCBO9j68loCCBQPYFgMChfU9BqCgsLwxzuyJEjWi99wbb7n/70J317tfzoo4/adqxugxdeeEGe6NJLLw1/nB49esgjTJgwQR7h9ddfl1tGUyNPEU3N7t275cX4fL7y8nLrYTt06CB3fPHFF6176Z81vSTXsGFDfRvKCDglQPDeKXnDvATvDSA8RAABBBBAAAEEEEAAgQgECN5HgEYXBBBAAAEEEEAAAQQI3tu+Bgje2xLRAAEEHBewyKILIZYvX+74CqNfwLhx42rVqiV/gkWtad68+Q8//BD9LIwQZwGC93EGZzoE3CBA8N72FAje2xLRoFoCvXv3NvwEddVVV8kjWNz3Xgixb98+rUtRUVGoP/ykTdS6dev432F+8eLFF1xwgbYG04LP57vrrru0vVBAAAEEEEAAAQQQQAABtwkQvHfbibAeBJJIoKKi4uabbza9oCCEuP/++4PBYPgcpuPYdm/evLnccdGiRbYdq9sgnsH7zp07y5uKpqa6m/3/2LsX+Ciqg///JwmBQEI0kKBcBGMVCaBYMPYREZVSlWq91Np6Q0UQK1BaK96QNvWRWmzrpfr3+iBUq8UrKGhrRdQWhRapqFxaBBFQWZXIChGSkM3ur4/79zzjnNmZ2bnszux8eD2v13P2zLm+z7bd2zdj3j6ZTFZUVKjrefvtt807VldXq72WLFli3kt7leC9VoNy0AQI3gfkRAjeB+QgWAYCCCCAAAIIIIAAAqEWIHgf6uNj8QgggAACCCCAAAL5EiB4bylP8N6SiAYIIJB3gUcffbRDhw7qrztkzejRo1evXp33dTpewMKFC+VeDAvvvfee48HpmEcBgvd5xGdqBPIlQPDeUp7gvSURDbISWLFihe7l07XXXms4gkn2Xt73/uOPP9aNpnt41FFH/elPfzIcPweVyWRy4cKFX//613Wr0j1sbGzMwWKYAgEEEEAAAQQQQAABBBwIELx3gEYXBBDwQGDXrl0nnXSS7hME+fC3v/1ttnPIvtqC+SBNTU1FRUXa9unymjVrzDs6uJrL4L35nw9X92tZ09bW5mDLJl2OOOIIddJHHnnEpEsqlVK7CCG2bt1q3kt7leC9VoNy0AQI3gfkRAjeB+QgWAYCCCCAAAIIIIAAAqEWIHgf6uNj8QgggAACCCCAAAL5EiB4bylP8N6SiAYIIBAEgWeffXafffYx/I1HurK0tHTSpElBWGpWa3jllVe+8Y1vmOxLCDFixIisxqRxcAQI3gfnLFgJAjkTIHhvSU3w3pKIBtkKjBgxQvtq6oknnsg0guHPfdN9Dz/88DfeeKN///7aoXTlqqqq3N/oXt1Le3t79+7ddWvTPhwwYMCWLVvUjtQggAACCCCAAAIIIIBA3gUI3uf9CFgAAhEVUD+Skx8ldOjQwQGK7K4tmI+zdOlSbeN0uUOHDs3NzeYdHVzNZfBe3ZTLGs//6OMPfvADdUk//elPzWHVLkKIZDJp3kt71fCTuOrqam0bygjkS4Dgfb7kdfMSvNeB8BABBBBAAAEEEEAAAQQcCBC8d4BGFwQQQAABBBBAAAEECN5bPgcI3lsS0QABBAIisH79+rq6OsOfecjKn/70p5s3bw7Igs2XkUwmTzzxRLnyTIXLL7+8tbXVfCiuBlaA4H1gj4aFIeCfAMF7S1v1V77Tp0+37EUDBEwEnn76ae1LqU2bNpk0PvLII7WNteXS0lLtQ225qKho7NixH3/8scnIubzU2Ng4ceJEw7vEpZfds2fPt956K5dLYi4EEEAAAQQQQAABBBCwI0Dw3o4SbRBAwEuBp59+ury8XPsxhyxXVla+9NJLziaTg2gLL774oslotbW12sbp8rXXXmvSxfGlnAXv33rrLXVTQtj9b/tx48ap3bt06bJr1y7He1c7OlhkIpFQF2Z/X+k1ELxXz4Ka4AgQvA/IWRC8D8hBsAwEEEAAAQQQQAABBEItQPA+1MfH4hFAAAEEEEAAAQTyJUDw3lKe4L0lEQ0QQCBQArfeemuXLl0Mf+yhrTz66KPvvffeHTt2BGrxqVRq9erVPXv21C41U/n1118P2uJZT7YCBO+zFaM9AgUgQPDe8hAJ3lsS0cCBwH333SdfU1l2j8fjJvF7OY4sXHjhhZZj5qvBueeeK9epFp599tl8LYx5EUAAAQQQQAABBBBAwFDAbhTTsDOVCCCAQLYCt956a0lJifqRgRCib9++b7/9drYDyvbqZ3xCiNNOO002UAuGy3jttdfUlu5rcha8nzZtmrqvI4880uYWXnjhBbW7EGLu3Lk2R7DTLJlMGs5i0veRRx7Jtos6GsF71YSa4AgQvA/IWRC8D8hBsAwEEEAAAQQQQAABBEItQPA+1MfH4hFAAAEEEEAAAQTyJUDw3lKe4L0lEQ0QQCBoAu++++4JJ5xg+HsPXWWnTp1OPfXUINwxvrGx8b777jvmmGN0KzR82KFDh2uuuSZo7KzHgQDBewdodEEg7AIE7y1PUP1RLne8t0SjgaVAS0uLfFll2TiVStnM3peVld1+++12BsxjmwcffDDT36Xq2LHjX/7ylzyujakRQAABBBBAAAEEEEBAJ0DwXgfCQwQQ8FFg0qRJ8uMStRCLxdzMfeONN6pjCiGeeuopw2E/++wzw/bJZNKwvcvK3ATvE4lEr1691H3dcsstNtefSCT2339/dYRRo0bZHMFmM3UKIcQLL7xg2P2TTz4x3NfAgQMN22eqJHifSYb6IAgQvA/CKaRSKYL3ATkIloEAAggggAACCCCAQKgFCN6H+vhYPAIIIIAAAggggEC+BAjeW8oTvLckogECCARQIJlMdu3a1fBXImpleXn5qaeeet999+VlI2vWrJk1a1Zpaam6MMOawYMHc6/7vJyUH5MSvPdDlTERCLgAwXvLAyJ4b0lEA2cC8pWVze6GP/2VgwghBg4cuHbtWpuj5bfZW2+9pV25tlxZWfnGG2/kd3nMjgACCCCAAAIIIIAAAlKA4L2koIAAAr4LaD8gcF9esmSJbsUytqoOftddd/31r39duXLlihUrJkyYkOlPBnbu3Fk3plcPcxO8v+CCC9S9Z5uZ//vf/64OIoT41a9+5ZVGKpU65ZRTDGcpKio6+eSTly5dunLlyn/84x8XXXRRWVmZYct99tln165dmZb0wAMPjFb+HX/88epQpaWlSsP/rcg0MvUI+CQg/xts5syZPk3BsHYECN7bUaINAggggAACCCCAAAIImAsQvDf34SoCCCCAAAIIIIAAAoYCBO8NWbSVBO+1GpQRQCB0AiYpI/W3HNqaCy+88K677lq2bJlXW04kEu++++5zzz03ZsyYqqoq7Vx2yuXl5TNmzDD5yYpX62ScXAoQvM+lNnMhEBABgveWB0Hw3pKIBs4EJk+eLITo1q2b/e59+/Y1eZ3m8sZv9pfhScuWlpazzz4703YOOuggT2ZhEAQQQAABBBBAAAEEEHApQPDeJSDdEUAgC4FMHxM4q1eD9xs2bOjYsaOz0dK9rr/++iz2k03THATvm5qaysvL1e3Pnj07m5WmksnkwQcfrI4zaNCgrMYxb7xq1aqSkhJ1Fvs1N998s8kU6R+d2B9NbWkyOJcQ8EOA4L0fqg7GJHjvAI0uCCCAAAIIIIAAAgggoBMgeK8D4SECCCCAAAIIIIAAAnYECN5bKhG8tySiAQIIBFxgyZIlw4cPV3+hYbOmurp6xIgREyZMePjhh1966aU1a9Zs377dcsutra0ffPDB66+/PmfOnOuvv/573/tep06dbM6oNisrK9u2bZvlpDQInQDB+9AdGQtGwL0AwXtLQ4L3lkQ0cCawadOmkpKSb33rWza779q1S31Vpq2pq6sLV/Y+kUhceuml2i1oy59//rlNGZohgAACCCCAAAIIIICAfwIE7/2zZWQEENALaD8XcF9Wg/epVOq6665zPPKBBx7o36cVOQjeP/TQQ+reO3XqFI/H9Sdh9fjnP/+5OpQQ4p///KdV1yyuT5o0yXAWO5V1dXWtra0mkxG8N8HhUjAFCN4H5FwI3gfkIFgGAggggAACCCCAAAKhFiB4H+rjY/EIIIAAAggggAAC+RIgeG8pT/DekogGCCAQCoFly5adddZZdn4cYqdN7969DzrooKFDhx5//PGjR48+7bTTTj755OHDhw8bNmzw4MHV1dV2BrHTpqampqGh4eOPPw4FMovMVoDgfbZitEegAAQI3lseIsF7SyIaOBY466yzrr32WpvdzznnHMtXa6HL3qdSqUy/c7744ottytAMAQQQQAABBBBAAAEE/BMgeO+fLSMjgIBewPKDj6waGAbvU6nUoYcemtUjOst8AAAgAElEQVQ4QogOHTo8/vjj+uV6+jgHwXvDG8g73tfQoUNVxv32289TldTmzZvVWSxrnnvuOctlZPpAynJw2cByChog4K0AwXtvPR2PRvDeMR0dEUAAAQQQQAABBBBAQAoQvJcUFBBAAAEEEEAAAQQQsC9A8N7SiuC9JRENEEAgXAJ79ux5/PHHO3ToIH+qEbTCvvvuO3bs2MWLF4cLltU6ECB47wCNLgiEXYDgveUJEry3JKKBG4Hdu3dbdn/77bc7d+5s/yViXV2d5ZiBanDRRRcZ7q68vHzt2rWBWiqLQQABBBBAAAEEEEAgagIE76N24uwXgXwKGH464LgyU/D+ww8/POqoo7Iadv78+X675CB4r265srJyz549zrb2m9/8Rh1QCO//V0P9cNZwXllZVVVlZ0cE7+0o0SZQAgTvA3IcBO8DchAsAwEEEEAAAQQQQACBUAsQvA/18bF4BBBAAAEEEEAAgXwJELy3lCd4b0lEAwQQCKPA+++/f/PNNw8ePFj+MiQIhY4dO55++uktLS1hJGXNDgQI3jtAowsCYRcgeG95gupvO6dPn27ZiwYIeCXQ1NQ0YMAAw1eG++yzj2G9ECIWi3m1gByMs3fv3pNPPtlwL4MGDcrBApgCAQQQQAABBBBAAAEEMgl4H6HMNBP1CCCAgOFHA44rMwXvU6lUS0vLtGnTSktL7Qw+fPjwHBxNXoL3F110keOtvf/++4Z6jgfM1HH37t2TJ0+2+ffLR40atWnTpkxDaesJ3ms1KIdCgOB9QI6J4H1ADoJlIIAAAggggAACCCAQagGC96E+PhaPAAIIIIAAAgggkC8BgveW8gTvLYlogAACoRZ49913x4wZk9VNTQ1/2eKy8tJLL12wYEFTU1OoMVl8tgIE77MVoz0CBSBA8N7yEAneWxLRwFeBCy64wPB13fDhw7dt23bkkUcaXq2rqwtX9r6pqam+vt5wL77yMjgCCCCAAAIIIIAAAgiYCxC8N/fhKgIIeClg+LmA40qT4H160evXry8vLzcZ/9hjj33iiSeSyaSXm8wwlt/B+zfffFPd6fPPP59hObaq1QGFEDt37rTVOctGq1evvuiiiwxnTFcWFRUtXLjQ/qgE7+1b0TIgAgTvA3IQBO8DchAsAwEEEEAAAQQQQACBUAsQvA/18bF4BBBAAAEEEEAAgXwJELy3lCd4b0lEAwQQKACBPXv2PPfcc0ceeaTN+22Y/NQkq0tjxoz51a9+9eabbxaAIVtwIEDw3gEaXRAIuwDBe8sTJHhvSUQDXwUMX8v16NFj27ZtqVQqHo8bNhBChC57n+lOaZa/k/fVn8ERQAABBBBAAAEEEIi4AMH7iD8B2D4CCCCAAAIIBEKA4H0gjiGVIngfkINgGQgggAACCCCAAAIIhFqA4H2oj4/FI4AAAggggAACCORLgOC9pTzBe0siGiCAQKEKNDU1rVy5csaMGWefffaQIUMyhazM6zt27Ni7d+9jjz32N7/5zaJFizZs2FCoXOzLgQDBewdodEEg7AIE7y1PkOC9JREN/BNoaGgwfGmnnTEej2e6770QIlz3vb/66qsN9ztr1iztlikjgAACCCCAAAIIIIBAzgQI3ueMmokQQAABBBBAAIGMAgTvM9Lk9gLB+9x6MxsCCCCAAAIIIIAAAoUpQPC+MM+VXSGAAAIIIIAAAgj4LEDw3hKY4L0lEQ0QQCAiAnv37v3ggw9Wrlz57LPP3nzzzb/61a++853v6KJKRUVFP/vZz2677bZHHnnkpZdeWrt2bURw2KYzAYL3ztzohUCoBQjeWx4fwXtLIhr4JLBx48aysjLdqzshxHHHHaeb0SR7H6773re1tR1zzDHqlrt06fLee+/pds1DBBBAAAEEEEAAAQQQyIEAwfscIDMFAggggAACCCBgIUDw3gIoV5cJ3udKmnkQQAABBBBAAAEEEChkAYL3hXy67A0BBBBAAAEEEEDANwGC95a0BO8tiWiAAAKRFXjkkUd0OaWSkpLIarBxBwIE7x2g0QWBsAsQvLc8QYL3lkQ08ElgzJgxupd2Qoh99933ww8/VGeMx+Nq43RNuLL3W7ZsqaioUPdy5plnqrumBgEEEEAAAQQQQAABBPwWIHjvtzDjI4AAAggggAAC1gIE762NctKC4H1OmJkEAQQQQAABBBBAAIECFyB4X+AHzPYQQAABBBBAAAEE/BEgeG/pSvDekogGCCAQWQGC95E9eq82TvDeK0nGQSBEAgTvLQ+L4L0lEQ38EBgxYoQaPh82bFgikcg0ncl974UQsVgsU8eg1be1tQ0ZMkTdftDWyXoQQAABBBBAAAEEEIiCAMH7KJwye0QAAQQQQACBoAsQvA/ICRG8D8hBsAwEEEAAAQQQQAABBEItQPA+1MfH4hFAAAEEEEAAAQTyJUDw3lKe4L0lEQ0QQCCyAgTvI3v0Xm2c4L1XkoyDQIgECN5bHhbBe0siGvghoMbOhRDLly83n8skex+u+94vXbpUFXjttdfMt89VBBBAAAEEEEAAAQQQ8FyA4L3npAyIAAIIIIAAAghkLUDwPmsyfzoQvPfHlVERQAABBBBAAAEEEIiWAMH7aJ03u0UAAQQQQAABBBDwSIDgvSUkwXtLIhoggEBkBQjeR/bovdo4wXuvJBkHgRAJELy3PCyC95ZENPBDQI2dC2Er8FIw2XtV4LTTTvODmjERQAABBBBAAAEEEEDARMDW+xCT/lxCAAEEEEAAAQQQcC9A8N69oScjELz3hJFBEEAAAQQQQAABBBCIjsBf//rXY4455vXXX9duOVPwvq2t7YILLti9e7e2MWUEEEAAAQQQQAABBBBICxC8t3wmELy3JKIBAghEVoDgfWSP3quNE7z3SpJxEAiRAMF7y8MieG9JRAPPBVasWKHGzisqKmxOFI/H1e7pmhDd976srEy3i6KiojfffNMmAs0QQAABBBBAAAEEEEDAEwGC954wMggCCCCAAAIIIOBKgOC9Kz7vOhO8986SkRBAAAEEEEAAAQQQKGSBZDL54IMP1tTUyB++/OMf/5AbNgzen3/++bKxEOLUU0/dsmWL7EIBAQQQQAABBBBAAAEECN5bPgcI3lsS0QABBCIrQPA+skfv1cYJ3nslyTgIhEiA4L3lYRG8NyRqa2t74IEHDC9R6VJg48aNRUVF2m/ThBBlZWXbtm2zP7LJfe+FELFYzP5Q+Wq5ZcuW0tJSnUNJScnWrVvztSTmRQABBBBAAAEEEEAgggIE7yN46GwZAQQQQAABBAInQPA+IEdC8D4gB8EyEEAAAQQQQAABBBAIuMA3v/lN3e9d9tlnH5m9V4P3iURC114I0aVLl7a2toDvlOUhgAACCCCAAAIIIJAzAYL3ltQE7y2JaIAAApEVIHgf2aP3auME772SZBwEQiRA8N7ysAjeq0Tt7e0DBw486qij1EvUuBdIfyyg+0Jt0qRJ2Y5skr33+77327dvz3a1hu3HjRuncxBC3HDDDYaNqUQAAQQQQAABBBBAAAE/BAje+6HKmAgggAACCCCAQHYCBO+z8/KtNcF732gZGAEEEEAAAQQQQACBwhH46KOP1B+7CCH23XffFStWpFIpXfC+ra3t+9//vmGXa665pnBc2AkCCCCAAAIIIIAAAu4ECN5b+hG8tySiAQIIRFaA4H1kj96rjRO890qScRAIkQDBe8vDInivI0qn7oUQBO91Mp48bGtr69Wrl+7btNLS0vfee8/B+PF4XDeUfOhf9r6hoaGiouKZZ55xsGBdl40bN3bo0EGuOV044IADEomEriUPEUAAAQQQQAABBBBAwCcBgvc+wTIsAggggAACCCCQhQDB+yyw/GxK8N5PXcZGAAEEEEAAAQQQQKBwBHS/dNE+3GeffWTwPpFInH/++dqrunJra2vhoLATBBBAAAEEEEAAAQTcCRC8t/QjeG9JRAMEEIisAMH7yB69VxsneO+VJOMgECIBgveWh0XwXkvU1tYmv+IheK+V8ao8duxYKSwLf/3rXx2Pb3LfeyFELBZzPLLasbGxceTIkXLZEydObGtrU5tlVfP888/LAWXhhz/8YVaD0BgBBBBAAAEEEEAAAQQcCxC8d0xHRwQQQAABBBBAwDMBgveeUbobiOC9Oz96I4AAAggggAACCCAQFQH5AxfDwk033ZSuN0/dC8Hn81F5wrBPBBBAAAEEEEAAATsCBO8tlQjeWxLRAAEEIitA8D6yR+/VxgneeyXJOAiESIDgveVhEbyXRG1tbf3795dfCRG8lzIeFvbZZx8pnC4ceuihyWTSzRQm2XsP73u/YcMG7dMjvfiTTjpp586dbhbf3t6uAxFC1NTUuBmTvggggAACCCCAAAIIIGBfgB/22beiJQIIIIAAAggg4JcAwXu/ZLMcl+B9lmA0RwABBBBAAAEEEEAgogKGP8iTP3/p0qWLLJsXIsrHthFAAAEEEEAAAQQQMBIgeG+k8pU6gvdf4eABAgggoBEgeK/BoOhEgOC9EzX6IBByAcPP+UO+J4+X71/w/uWXX37ggQc8Xq5vw7W3tw8cOFD7dQ/Bez+wtcLp8o033uh+ong8ro6crvEke//qq69WV1cbTnHYYYdt2bLFzRYMh3UzIH0RQAABBBBAAAEEEEDAvgDBe/tWtEQAAQQQQAABBPwSIHjvl2yW4xK8zxKM5ggggAACCCCAAAIIRFRg/fr1hj92yarykksuiSgf20YAAQQQQAABBBBAwEiA4L2RylfqCN5/hYMHCCCAgEaA4L0Gg6ITAYL3TtTog0DIBQjeWx6gh8H79vb2qVOn9uzZU/s1ymGHHWa5hrw30N51XP6PBcF7P85F+9xIl72aJR6P19fXq+Ona+rq6pxNlEwmGxoaMg0r65955hln46dSqf79+8txZMHxaHREAAEEEEAAAQQQQACBrAQI3mfFRWMEEEAAAQQQQMAXAYL3vrBmPyjB++zN6IEAAggggAACCCCAQEQF1B+cyZ+82Cz8+c9/jqgd20YAAQQQQAABBBBAwEiA4L2RylfqCN5/hYMHCCCAgEaA4L0Gg6ITAZmldNKZPgggEE4BgveW56Z+DzJ9+nTLXroGS5cuVSP38msUXeOgPdTe676yslI+Zwjee35SmzZtks8KWfBwFvPsfSwWy3aulpaW888/Xy7VpFBSUjJr1qxsx0+3v+KKK9SRHaw20+zt7e2vvPJKpqvUI4AAAggggAACCCAQcQGC9xF/ArB9BBBAAAEEEAiEAMH7QBxDKkXwPiAHwTIQQAABBBBAAAEEEAi+wI033qj+2MV+TVVV1d69e4O/TVaIAAIIIIAAAggggEDOBAjeW1ITvLckogECCERWgOB9ZI/eq40TvPdKknEQCJGADFFrP9gP0fpzsFQ3wftEIvHyyy9PmjRJy6uWt2zZkoONOJtCl7r/6KOP5HOG4L0zUpNeDz30kPr0MGnv4JJJ9r6uri7bNPvw4cPVBZvU/OhHP3Kw5r/85S/qmE8++aSDoXRd2tvbJ0+e3LNnTyFEe3u77ioPEUAAAQQQQAABBBBAIJVKEbznaYAAAggggAACCORfgOB9/s/gixUQvA/IQbAMBBBAAAEEEEAAAQSCL7B+/Xr1xy72ay655JLg75EVIoAAAggggAACCCCQSwGC95baBO8tiWiAAAKRFSB4H9mj92rjBO+9kmQcBEIkIEPU2g/2Q7T+HCzVWfC+vb3d5Bb3Wm0hxBlnnJGDjTiYQk3dp1Ip+ZwheO+A1LzL5ZdfrntuVFZWmndxcDUej+tmkQ+zyt5v2LBBdrRf2LlzZ7Zrbm5uLisr001xxRVXZDuObN/e3r506dKpU6f26tVLDnv//ffLBhQQQAABBBBAAAEEEEBAChC8lxQUEEAAAQQQQACBvAkQvM8b/VcnJnj/VQ8eIYAAAggggAACCCCAgJmA45ved+vWjdvdm8lyDQEEEEAAAQQQQCCSAgTvLY+d4L0lEQ0QQCCyAmvWrJk5c+aZZ5553Bf/Zs6cedNNN0VWg407ECB47wCNLgiEXUCGqGX6VAh+VP+VU7UZvLd5c3uts7Z87bXXfmXWADxob2+XK9TGv+VzhuC9t6fU2trasWNHaZ4u3HDDDd7Okh7N5L73QgjL+97PnTtXXapceUNDQ3Nz8znnnCNrdIWePXuuXLkyq32lPyrRjtO5c+dEImF/EO3N7bXjaMtjx461PyAtEUAAAQQQQAABBBCIiACfEUTkoNkmAggggAACCARagOB9QI6H4H1ADoJlIIAAAggggAACCCAQCgHHN73ndvehOF8WiQACCCCAAAIIIJBjAYL3luAE7y2JaIAAAhEXOP7449MJoog7sH0HAgTvHaDRBYGwC8gQtTZ9GvZNebt+y+B9IpGYNGnSfvvtpzXMqnzZZZclk0lvl+1yNMN73afHlM8ZgvcukXXd33rrLfVp8+c//1nXzKuHJtl78/veNzQ0qOuUNWVlZekVJpNJWakWysvLs9rIggUL1EHWr19vZxD15vbqULJmyZIldsakDQIIIIAAAggggAAC0REgeB+ds2anCCCAAAIIIBBcAYL3ATkbgvcBOQiWgQACCCCAAAIIIIBAWATk71GyKvj3a6GwuLFOBBBAAAEEEEAAAQRUAYL3qomuhuC9DoSHCCCAgE6A4L0OhIf2BQje27eiJQIFIyBD1NqP9wtmd55sxCR4nw709uzZU6vnoNze3u7JUr0axCR1n0qlOnfu7GCPfnf59re/7dX28zXOH/7wB1Xpww8/9G898XhcnTFdkyl739LSkqmLEKK6uvrVV1+VC549e3ZpaWmm9rNmzZItLQvvvvuuOs6TTz5p0rG9vT39n1C1o0lN//79W1paTIblEgIIIIAAAggggAACURMgeB+1E2e/CCCAAAIIIBBEAYL3ATkVgvcBOQiWgQACCCCAAAIIIIBAWAQy/ELloi/rH/6y8H//n9vdh+VwWScCCCCAAAIIIIBAjgUI3luCE7y3JKIBAghEXIDgfcSfAG62T/DejR59EQipAMF7y4NTg/cVFRX/922Hu9KECRMCmLqXe/roo49Un7KyMtkgaAV1tSGqufDCC3WeI0aM8Hv9Jve9F0LU1dXJBWzYsKF///66FcqHo0ePjsfjsrG2sGbNmgMPPFC21BVOOumknTt3attnKg8bNkzXd+LEibrGr7zyyuTJk/fff39dS5sPi4uL586dqxuThwgggAACCCCAAAIIRFyA4H3EnwBsHwEEEEAAAQQCIUDwPhDHkEoRvA/IQbAMBBBAAAEEEEAAAQTCIqD+7OyLn7DsFuIiIaqEaFB/0cLt7sNyuKwTAQQQQAABBBBAIMcCBO8twQneWxLRAAEEIi5A8D7iTwA32yd470aPvgiEVIDgveXBZfgGRP3eI+uayy67LJlMWi4glw1097o3nFoG78vKyp4OwL977rlH0hsuOCyVI0eOlBtJF8aOHZuDxZtn72OxWHoN1dXVuuVpH+7du9dkqbFYTNtYVz7ssMNM+spLZ511lq7jiSeemL7q7Ob2utGKi4t///vfy+koIIAAAggggAACCCCAQFqA4D3PBAQQQAABBBBAINcC6t/rNQneq41zvdwozUfwPkqnzV4RQAABBBBAAAEEEPBA4MYbb9T9POWLh4uEaBfiPSEGqVfNf4LjwZoYAgEEEEAAAQQQQACBcAoQvLc8N4L3lkQ0QACBiAsQvI/4E8DN9gneu9GjLwIhFSB4b35wiUTioIMOUr/jsF1TYtIy4Kl7w9vdp1IpGbwvLy8318vN1fXr10vk3Mzo0yzyf4XldmbMmOHTXLphTbL3dXV1sVhs7ty5clW6QlFRUUNDg25A9eE555yj66h9uHLlSrWLruaqq67SdhFCDBw4sL29ferUqb169dJdcvCQ1L0OnIcIIIAAAggggAACCKQFCN7zTEAAAQQQQAABBHIq0NDQMGjQoA8++EA7a6bg/apVqw444AA7H9FqR6PsWIDgvWM6OiKAAAIIIIAAAgggEE0B7a+aNL9luVCI1Bf/p6n7shhNKHaNAAIIIIAAAggggIClAMF7SyKC95ZENEAAgYgLELyP+BPAzfZl5M/NIPRFAIFwCRC8z3Re6Xto9+zZ88uvNbL9//2EuFmIikzdJkyYkGnqfNUPHDgwvdrKyspMqXuC9/6dTmVlpe7Zcs899/g3nW7keDyum10+NLnXfVlZ2bx583RDGT78z5+ZaGhokGPqCuXl5c8884xhR1l522236Xp17tzZk8i9EKK4uFhORAEBBBBAAAEEEEAAAQS0AgTvtRqUEUAAAQQQQAABvwTee++9U089VfsZaP/+/eVkhsH77t27y/bFxcUTJ0789NNPZRcKfggQvPdDlTERQAABBBBAAAEEEChsgcw3vU/J93SyUFVVVdga7A4BBBBAAAEEEEAAAccCBO8t6QjeWxLRAAEEIi5A8D7iTwA32yd470aPvgiEVIDgvfbgVq5cOWnSJPldRpaFbkJcI8TKL/8k8T+y7J6L5gcffLDJNEVFRUKIrl27ak3UcpDveG+yuwK+tGrVKvWYHNSY3PfeUG/w4MEOZlH/voDh4DmrLC4unjt3roON0AUBBBBAAAEEEEAAgYgIELyPyEGzTQQQQAABBBDIp0BbW1tFhcHf8ZX3vVeD96tWrVI/Re3Wrdt//gZqPndS6HMTvC/0E2Z/CCCAAAIIIIAAAgh4L5D5pvdr1Ld1l1xyifcrYEQEEEAAAQQQQAABBApCgOC95TESvLckogECCERcgOB9xJ8AbrZP8N6NHn0RCKkAwXvtwSUSiaVLl9bU1Kjfa9irGShEw5fB+x32uuS0lXnwPr0Uy1t/E7zP6ZnZmKy8vHzhwoXaZ7Ljsv3s/ejRo+PxuIOJ1qxZc+CBB9rYlodNrhZinBD/+3cl1H+k7h0cIl0QQAABBBBAAAEEIiVA8D5Sx81mEUAAAQQQQCA/Avfff7/62aUQon///h9++GEqldIF71etWqW93b2279KlS/Ozh2jMSvA+GufMLhFAAAEEEEAAAQQQ8Fjg8MMP175x+6Jc+cUNXvTVf/7znz2em+EQQAABBBBAAAEEECgUAYL3lidJ8N6SiAYIIBBxAYL3EX8CuNk+wXs3evRFIKQCBO/Vg0vH76dOneo0gZ+O368TYpj+25EvH/fu3XvWrFn/X87/3XLLLd/P/O/L1YmnnnpKZZE1QQ7eG27unHPOcSY9cuRIaRLwQklJye9+9zt5Rm4K8XjccrPjx4/fu3ev41lisVh9fb3lLK4b9BViqhBLhbg/U+q+qKhoUlT/PfTQQ45PkI4IIIAAAggggAACkRIgeB+p42azCCCAAAIIIJA3AZPPQw855BBt8D5T5D49Qt42EI2JCd5H45zZJQIIIIAAAggggAACHgtkuOm9/o0gt7v32J3hEEAAAQQQQAABBApLgOC95XkSvLckogECCERcgOB9xJ8AbrZP8N6NHn0RCKkAwXvLgzMk0n/z4ehxY2Oj5ew5bnDFFVekt1JcXJwpfh/k4L3nXI4ONm+dTjrppJ07d7pESCaT5huIxWIup0h3b2hoMJ/IxdVqIRYK0SZE6ov/K3YxVIF39eQoGQQBBBBAAAEEEECgsAUI3hf2+bI7BBBAAAEEEAiKgPknkWeccUa6weTJk81bBmU/BboOgvcFerBsCwEEEEAAAQQQQAAB3wXM38qlr3K7e9+PgQkQQAABBBBAAAEEwixA8N7y9AjeWxLRAAEEIi5A8D7iTwA32yd470aPvgiEVMAwVR7Svfi07MMPP9zOdx8O2gwZMmT79u0+LdvxsNrsveEgMnhfUlJySgD+yVc+QnifB3FwrPntcthhh23ZssXw4OxUtrS0nH/++eZbqKur8yp7P3v27NLSUvPpXFytFmLsFwn8OUJkzN5Pi+S/Tp06pWHtPCtogwACCCCAAAIIIBBxAe/faEUclO0jgAACCCCAAAKGAiUlJSYfhnbt2jV9tUuXLibNampqDAen0isBgvdeSTIOAggggAACCCCAAAJREzB5K5e+VFVV1draGjUW9osAAggggAACCCCAgH0BgveWVgTvLYlogAACEReQ8bOIO7B9BwIE7x2g0QWBsAsQvLc8QTV4X19fX1NTY/mFiJ0Gwczey5Ub3vReBu9ls+AULE8z2wbB2Zr9lfTq1WvlypXZ7jSVSjU2Nh577LF2JvIwe7948eJ99tnHzqQu2kwR4qJM3e+++24HVmHvIs3DvhHWjwACCCCAAAIIIJADAYL3OUBmCgQQQAABBBBAIGXzw9lMH3Sm6y+77DIofRUgeO8rL4MjgAACCCCAAAIIIFDAAubv5oQQl1xySQFvn60hgAACCCCAAAIIIOBegOC9pSHBe0siGiCAQMQFCN5H/AngZvsE793o0ReBkAoQvLc8ODV4P3369EQisXTpUk/i90OGDLFcQ44baG96r2bvCd5bfheW9wYVFRUOnjMHHXSQ/ZV7mL1fvXq1/Xk9b1lUVBTB7D3Bewf/AaELAggggAACCCAQWQGC95E9ejaOAAIIIIAAAjkViMVi5je9t/xstKampq2tLaeLjt5kBO+jd+bsGAEEEEAAAQQQQAABbwRuvPFG87d13O7eG2hGQQABBBBAAAEEEChcAYL3lmdL8N6SiAYIIBBxAYL3EX8CuNk+wXs3evRFIKQCBO8tD84weK/rtWjRogsvvHDfffc1/4ok09UhQ4Y0Njbqxsz7w0zxe/mcOeqoo/K+yEJagPr8ueuuu8w3+MILL8gEtfrsmjhxos2fWc6dO7djx47qCEKIoqKiXr16GV4SQsRiMfMVenj11ltv1S2jvLz8kEMO0VU6e1hUVOThUoM/lHzaBH+prBABBBBAAAEEEEAg7wIE7/N+BCwAAQQQQAABBKIi4PKm99zuPgdPFIL3OUBmCgQQQAABBBBAALp51c0AACAASURBVAEEClJg/fr15r9oKchdsykEEEAAAQQQQAABBDwUIHhviUnw3pKIBgggEHEBgvcRfwK42T7Bezd69EUgpAIyRK39bD+ke/Fp2XaC9+mpW1tbFy1apMantbaZyuPHj/dp/W6GlastLi6W48jnDMF7aeJJ4eCDD5bg6cL06dMtRza/XfxJJ51kPkIymWxoaNDNq304b968eDxeX1+vrZRlD+97b77OVCp15ZVXynnThYEDB/6nV0NDgyfx+zvvvNNyDQXTgOB9wRwlG0EAAQQQQAABBHIgQPA+B8hMgQACCCCAAAII/K/AHXfcofsMNKuHS5YswdFvAYL3fgszPgIIIIAAAggggAACBSyg/gRN+6avgDfO1hBAAAEEEEAAAQQQ8ESA4L0lI8F7SyIaIIBAxAUI3kf8CeBm+wTv3ejRF4GQCsgQNZ/kZzpB9VsP8zh0IpFYunTp1KlTtaTm5Y4dO65bty7TAvJYL296L4R46qmn0iuRzxmC994ejXwJJ58t559/vp0pMqXi0+Ns2bLFZJDzzz9fTqcW9t9//3TfeDyuXk3XDBgwIDf3vT/zzDN1a9D+WYE1a9aY/wUBXV/1YVFRUXSy9wTvTf5DwSUEEEAAAQQQQAABnQDBex0IDxFAAAEEEEAAAR8FRo4cqX52aaeG2937eCpfDD1//vzzzjtv5MiRw7/4d955502bNs3vSRkfAQQQQAABBBBAAAEE8i7wwgsv2HlTFtg2c+bMybshC0AAAQQQQAABBBBAwBMBgveWjATvLYlogAACEReQqa2IO7B9BwIE7x2g0QWBsAvIELX28/+wb8rb9WcbvNfN3tra+uyzz+67775aYV25ublZ1ytQD2X8vri4+KmnnpLPGYL33h6Tmhvfd999/3NHejuzmN+4vry8/JlnntGNs2HDhv79++ueivLh6NGjP/vsM20Xk/veCyH8zt63t7eXl5fL5aULN998s3aF2vLVV19dW1ura2/nYVFR0dKlS7VDFWSZ4H1BHiubQgABBBBAAAEEfBIgeO8TLMMigAACCCCAAAIGAo5ves/t7g00Pa264YYbdB8xH3rooZ7OwGAIIIAAAggggAACCCAQRIFQB++PPvpomz88CiI9a0IAAQQQQAABBBBA4KsCBO+/6mHwiOC9AQpVCCCAgEaA4L0Gg2J2AgTvs/OiNQIFISBD1NrfCxXEzjzbhMvgfXodiURi6dKlU6dO1TrLsmdr9W0gbfZePmcI3nvr/cgjj8inhCxs3brV/iylpaWyo65QUlKiHefVV1+trq7WtZEPx48fv3fvXm37dNkke+/3fe/feecduTxZmD9/vrpIbc2aNWvUP2cguxsWBg8ebLh37bAFUCZ4XwCHyBYQQAABBBBAAIGcCRC8zxk1EyGAAAIIIIAAAqlYLGb4waVlZVtbG3y+ChC895WXwRFAAAEEEEAAAQQQCKxAeIP3xcXFK1asCCwsC0MAAQQQQAABBBBAIFsBgveWYgTvLYlogAACERcgeB/xJ4Cb7RO8d6NHXwRCKiBD1NpfbYV0Lz4t25PgvVxbOn5fU1Mjwc855xx5NcgFueCqqqp0meC9t+e1evVqiSwLixYtsj/L4sWLZaBajiALEydOlL+97Nixo6zXFYqKikxmjMfjuvbyoa/Z+6eeekpOJAsbN240Waq8lI7f9+/fX3bMVCgqKnr11VdlxwIuyOdJAe+RrSGAAAIIIIAAAgh4JUDw3itJxkEAAQQQQAABBGwJZPj48rgv67//ZeEr/9/W0DRyIUDw3gUeXRFAAAEEEEAAAQQQCKvAqlWrvvLWK1QPGhsbw+rOuhFAAAEEEEAAAQQQMBIgeG+k8pU6gvdf4eABAgggoAgQvFdIqLArQPDerhTtECggAYL3lofpbfBeO11ra+s777yjrQl4Wd73Pv09EsF7z89r6NChuu/oRo0ale0ssVisvr5eN458KP9ugqyRhf3339/On7o2ue+9EGLAgAHZLthO++HDh8t1pgvDhw+301Fts2bNGsMQfvfu3bdv3662L8gagvcFeaxsCgEEEEAAAQQQ8EmA4L1PsAyLAAIIIIAAAggYC5SUlOg+DP3i4edCHCfE94VoU6/W1NQYj0WtdwIE772zZCQEEEAAAQQQQAABBMIh8N///d8Z3qCpb8uCWBMOZVaJAAIIIIAAAggggIBtAYL3llQE7y2JaIAAAhEXIHgf8SeAm+0TvHejR18EQipA8N7y4PwL3ltOHcAGP/rRj+R3RQTvPT+gyZMnS950oaKiwsEszc3NunHsPNy8ebPNucyz97FYzOY4Npvt3r27U6dOui1MmzbNZnfDZmvWrGloaNAm8H//+98btizISoL3BXmsbAoBBBBAAAEEEPBJgOC9T7AMiwACCCCAAAIIGAuMHDlS92HoFw93CtEkREIIg9stXnbZZcZjUeudAMF77ywZCQEEEEAAAQQQQACBcAjMnz/f6N1ZOOrq6+vDocwqEUAAAQQQQAABBBCwLUDw3pKK4L0lEQ0QQCDiAgTvI/4EcLN9gvdu9OiLQEgFCN5bHhzBex2R/AKJ4L1Oxv3DP/7xj5JXFpwNe+WVV8oR7BROPPHErCYyyd4PGDDA2+z9c889p27h6aefzmrBmRpfffXVtbW1QohkMpmpTeHVE7wvvDNlRwgggAACCCCAgH8CBO/9s2VkBBBAAAEEEEDAQOCOO+5QPw8V4g9CpL74v+vUq0uWLDEYiCpPBQjee8rJYAgggAACCCCAAAIIhEPg5JNPVt+CCSHOdvdPO+axxx7rZrAePXpoR0uXS0pK3njjjXAQs0oEEEAAAQQQQAABBGwLELy3pCJ4b0lEAwQQiLgAwfuIPwHcbJ/gvRs9+iIQUgGC95YHR/BeR3TFFVekv6YheK+Tcf9wy5Yt6tdhjoedPXt2aWmpOqBaM378+L1792Y7UTweV4dK13ibvZ86dao60SeffJLtgk3av/766yZXC+8SwfvCO1N2hAACCCCAAAII+CdA8N4/W0ZGAAEEEEAAAQSMBY499ljlI9FOQnwmxBtKvfjhD39oPAq1ngoQvPeUk8EQQAABBBBAAAEEEAiNgPouTAixfPlyNxuQY44fP97NOKNGjZJDyUL37t0bGxvdDEtfBBBAAAEEEEAAAQSCKUDw3vJcCN5bEtEAAQQiLkDwPuJPADfbJ3jvRo++CIRUgOC95cERvDckuuKKK44++mjDS1S6EZBfhMnCmjVr3AzYt29fOZRaeOqpp9wMbnLfeyGEV/e9V5ctBNkfN+eWInjvio/OCCCAAAIIIIBAxAR48R2xA2e7CCCAAAIIIBAAgcw3ved293k7HoL3eaNnYgQQQAABBBBAAAEE8ipQW1ur/mxl2LBhiUTC8bqGDBmSHvP55593PEgqlVIXJoSYM2eOmzHpiwACCCCAAAIIIIBAYAUI3lseDcF7SyIaIIBAxAUI3kf8CeBm+wTv3ejRF4GQChC8tzw4gveZiDZu3JjpEvWOBdQvxX7+8587Hi2VSsVisfr6enVYIcT+++/vZuR0X5PsvVf3vTdcvPuVR3kEgvdRPn32jgACCCCAAAIIZCtA8D5bMdojgAACCCCAAAJuBWKxWElJifLB6GlCHKyrrKmpaWtrczsf/W0IELy3gUQTBBBAAAEEEEAAAQQKUGD+/Pm6N2Lph/fee6/j3c6cOTM9SGtrq+NBmpqaDBfW3t7ueEw6IoAAAggggAACCCAQZAGC95anQ/DekogGCCAQcQGC9xF/ArjZPsF7N3r0RSCkAgTvLQ+O4L0lEQ08FOjWrZvue7Gvfe1ryWTSzRTNzc3nnHOObtjBgwdv3rzZzbCybzwe1w0uH7rP3icSCTmaLHjyJwPk+iNYIHgfwUNnywgggAACCCCAgGMBgveO6eiIAAIIIIAAAgg4F8hw03v5Gen/X1iyZInzOeiZjQDB+2y0aIsAAggggAACCCCAQEEJbNiwoaysTP9+TIhLL73U8T7TN7133H3dunWlpaXqkiZPnux4TDoigAACCCCAAAIIIBBwAYL3lgdE8N6SiAYIIBBxAYL3EX8CuNk+wXs3evRFIKQCBO8tD47gvSURDTwUeP7559Xvxc4++2z3U8yePVt+6bZ37173A2pHMLnvvRBiwIAB2sZZlU877TQV5G9/+1tWg9BYJ0DwXgfCQwQQQAABBBBAAAETAYL3JjhcQgABBBBAAAEE/BLIcNP7r3xYyu3u/dI3GpfgvZEKdQgggAACCCCAAAIIREXg+uuv/8r7sS8eFBcXL1++3BnBzJkzq6qqnPVNpVKjRo1S19O9e/fGxkbHY9IRAQQQQAABBBBAAIGACxC8tzwggveWRDRAAIGICxC8j/gTwM32Cd670aMvAiEVIHhveXAE7y2JaOChQCKR6Nu3r+7bsZKSknfeecf9LIsXL/7P13YNDQ3uh1JHMM/ex2IxtYtlzbp164qLi3UaBx10UHt7u2VfGpgIELw3weESAggggAACCCCAgE6A4L0OhIcIIIAAAggggECOBEaOHKn7bFT38PLLL8/RUpgmlSJ4z7MAAQQQQAABBBBAAIEoC+zZs6e2tlb3pkwIMWzYMGcs69evHz9+vLO+8+bNU1cihJgzZ46zAemFAAIIIIAAAggggEAoBAjeWx4TwXtzoubmZvMGXEUAgYIXIHhf8Efs3wYJ3vtny8gIBFaA4L3l0RC8tySigbcCP/vZz9QvyCZMmODJLDt37vRkHMNBTLL3AwYMcJC9P//881WKm266yXB2Ku0LELy3b0VLBBBAAAEEEEAAAYL3PAcQQAABBBBAAIH8CNx5553qx6Pampdeeik/K4vkrATvI3nsbBoBBBBAAAEEEEAAgf8TmD9/vvYdmSz/X4ssSxs2bMiyx/82b2pq6t27t5xdFurr67mLhQNPuiCAAAIIIIAAAgiESIDgveVhEbw3IWptbe3Xr59JAy4hgEAUBAjeR+GUfdojwXufYBkWgSALELy3PB2C95ZENPBWYPPmzept3jt27Lh161ZvJ/JjtHg8Lr/U0xWyzd5v3LixQ4cOukE6dOiwbds2P1YeqTEJ3kfquNksAggggAACCCDgUoDgvUtAuiOAAAIIIIAAAs4FdB+P6h46H5ee2QsQvM/ejB4IIIAAAggggAACCBSaQFlZme59mRDi0ksvzeU+S0tL1TVMnjw5l2tgLgQQQAABBBBAAAEE8iJA8N6SneB9JqJ+/fql30llakA9AghERIDgfUQO2o9tErz3Q5UxEQi4AMF7ywMieG9JRAPPBVatWqV+Tda5c2fPJ/JjQJP73gsh7N/3vmPHjjqE4uLitWvX+rHmqI1J8D5qJ85+EUAAAQQQQAABNwIE793o0RcBBBBAAAEEEHAloPuEVPfQ1dB0zlKA4H2WYDRHAAEEEEAAAQQQQKAABa6//nrd+zIhRHFx8fLly3O2W3UBQojGxsacLYCJEEAAAQQQQAABBBDIlwDBe0t5gveGRM3NzfKdlGEDKhFAIDoCBO+jc9ae75TgveekDIhA8AUI3lueEcF7SyIa+CEg399pC35M5MeYJtl7+/e91248Xf7e977nx2ojOCbB+wgeOltGAAEEEEAAAQQcCxC8d0xHRwQQQAABBBBAwK1ASUmJ+jlpuqampsbt6PTPRoDgfTZatEUAAQQQQAABBBBAoDAF9uzZU1tbq75NGzZsWCKRyMGe582bp84uBB/j58CeKRBAAAEEEEAAAQTyL0Dw3vIMCN6rRM3NzX369JHvpNQG1CCAQKQECN5H6ri93SzBe289GQ2BUAgQvLc8JoL3lkQ08ENAvr/TFl5++WU/5vJjzHg8rl25tmwne7948WJtl3R55cqVfiw1gmMSvI/gobNlBBBAAAEEEEDAsQC/2HNMR0cEEEAAAQQQCK7Azp07v/Od73Tu3Fn9FJIaBCIrUFRU9Itf/OLf//53cP+jy8oQQAABBBBAAAEEEAiAwLe//W31XUNVVZXfS7vqqqvUeYuLi1esWOH31IyPAAIIIIAAAggggEAQBAjeW54CwXstkS5yn34/pW1AGQEEIiiwZs2a1774F8G9s2WXAgTvXQLSHYEwChC8tzw1gveWRDTwQ+Dll19Wvy8TQvz2t7/1Yzo/xjS5770QIhaLZZp05syZ6t6Liooytac+WwGC99mK0R4BBBBAAAEEEIiyAMH7KJ8+e0cAAQQQQKAABTZs2HDNNddUVVWpH0FSgwACaYFjjjkmN7frLMD/imFLCCCAAAIIIIAAAhEQ2LBhg+F7B1+3vnbt2tLSUnXeyZMn+zovgyOAAAIIIIAAAgggEBwBgveWZ0HwXkvUr18/+R5K3vRe24AyAggggAAC9gUI3tu3oiUCBSNA8N7yKAneWxLRwCeB7373u/Ltnix07dp18+bNPs3o+bAm2ftM973fsGGD4Y2mzjvvPM+XF9kBCd5H9ujZOAIIIIAAAggg4ECA4L0DNLoggAACCCCAQEAFVq5c+Z97essPWykggEAmgYMPPviBBx5IJpMB/Q8zy0IAAQQQQAABBBBAIK8Chi+kly9f7t+iRo0apU7avXv3xsZG/yZlZAQQQAABBBBAAAEEAiVA8N7yOAjeS6LW1lb5Hqq6urq2tjb9UDaggAACCCCAQFYCBO+z4qIxAoUhQPDe8hwJ3lsS0cAnga1bt1ZUVMg3fbJw1FFH+TSjH8Nmlb1vaWkZNmyY3KksVFZWfvjhh34sL5pjEryP5rmzawQQQAABBBBAwJkAwXtnbvRCAAEEEEAAgWAJfPbZZ1OnTi0pKZGfOVJAAAFLgWHDhq1YsSJY/2FmNQgggAACCCCAAAIIBEBAZja0L6qHDh2aSCR8Wp12IlmeM2eOT9MxLAIIIIAAAggggAACARQgeG95KATv00Stra3ydvfV1dXxeFy+ibM0pAECCCCAAAKGAgTvDVmoRKCwBQjeW54vwXtLIhr4JzBr1iz5fZm24N+Mfowcj8e1i9eWdfe9nzJlivaqLP/ud7/zY2GRHZPgfWSPno0jgAACCCCAAAIOBAjeO0CjCwIIIIAAAggESKClpUV+zkgBAQQcCPTv33/dunUB+k81S0EAAQQQQAABBBBAIAAC3/72t9VX11VVVZ988onnq7vqqqvUuYqLiz2fiAERQAABBBBAAAEEEAiyAMF7y9MheJ9KpXSR+zQawXvLJw8NEEAAAQTMBQjem/twFYGCFCB4b3msBO8tiWjgq0BRUZH69VlVVdXmzZt9ndfbwU3uey+EiMViqVRqy5Yt6k6FEMuWLfN2MYxG8J7nAAIIIIAAAggggIB9AYL39q1oiQACCCCAAAKBE/jggw++8Y1vGH7sSCUCCNgXqKysXLBgQeD+E86CEEAAAQQQQAABBBDIn8CGDRvKysrUF9WXXnqpt4tau3ZtaWmpOtHkyZO9nYjREEAAAQQQQAABBBAIuADBe8sDInjf2toq3z3F43EpRvBeUlBAAAEEEHAmQPDemRu9EAi1AMF7y+MjeG9JRANfBS699FL5BlBbGDp06M6dO32d2tvBTbL3AwYMWL9+veF/HQlBzMfbc/jf0Qjee2/KiAgggAACCCCAQOEK8Iq8cM+WnSGAAAIIIFDoAkuXLt1vv/20H6raL08P0r8f//jH2pVfe+21QVpd4NaitUqXzzjjjMCt8ssFqasVQnx50a//r05aUlKiVupquJ1mof9XJvtDAAEEEEAAAQQQyFpgxowZupfNQoji4uLly5dnPVbmDqNGjVJn6d69e2NjY+ZOXEEAAQQQQAABBBBAoAAFCN5bHmrEg/etra3a291ruQjeazUoI4AAAgg4ECB47wCNLgiEXcAw6Rr2TXm7foL33noyWrYCzc3NRxxxhPolmhDihBNOaGlpyXbAPLaPx+OGGxFCdOnSxfDS4YcfnscFF+rUBO8L9WTZFwIIIIAAAggg4IcAwXs/VBkTAQQQQAABBHwX+Nvf/mb4gWO6sqys7O23304vIplMqi19X1+WE2hXmGXXyDXXWqXLjz76aGAVioqK1AX7vVp10nnz5qUnnTVrVp8+fdQlyZrrrrvO7+UxPgIIIIAAAggggAACIRKYP3++fLWsLXi1hd69e2uHTZfr6+vb29u9moJxEEAAAQQQQAABBBAIiwDBe8uTimzwXhe5197rPo3WoUMH9b1VEGosz5QGCCCAAAIBESB4H5CDYBkI5FKA4L2lNsF7SyIa5EBg3rx5md7c5WB2D6cwue+9usFHHnnEw6kZSgoQvJcUFBBAAAEEEEAAAQQsBQjeWxLRAAEEEEAAAQQCJ7Bs2bKuXbuqHzima0444YR//etfctGhCN7LG5LX1NTIlVMwFFDPneC9DsokeJ9Kpfbs2dPQ0KAyypqrrrpKNyAPEUAAAQQQQAABBBCIsoB8qawtfPLJJ56YaMdMl4uLi1esWOHJ4AyCAAIIIIAAAggggEC4BAjeW55XZIP38kb3Qgg1dZ9KpQjeWz55aIAAAgggYC5A8N7ch6sIFKQAwXvLYyV4b0lEg9wIjBs3Tv1CTQgxbdq0ZDKZmzV4MovN7P3ll1/uyXQMogoQvFdNqEEAAQQQQAABBBDIJEDwPpMM9QgggAACCCAQUIHVq1dXVlYafpYqhHj88cd16w5F8H7kyJHpHfGxqe741Ifq0RO81ymZB+/TjUeMGKFKyhrdgDxEAAEEEEAAAQQQQCDKAmVlZfKlsixMmDDBvcnatWvlgLIwZcoU9yMzAgIIIIAAAggggAACYRQgeG95atEM3re2tsp3TNXV1YZKMni/MBj/fvnLX6bXbLhaKhFAAAEEAihA8D6Ah8KSEPBbgOC9pTDBe0siGuRGYPfu3fJdoa5w0UUXtbW15WYZnswSj8d1W1AfNjc3ezIXg6gCBO9VE2oQQAABBBBAAAEEMgkQvM8kQz0CCCCAAAIIBFFgzJgx6keN6Zpzzz139+7d6qJDEbyPxWIlJSU1NTXh+iBY1c5BjfoEIHivY7cTvE93efjhhzt37qySduvWbePGjbpheYgAAggggAACCCCAQDQF9uzZU1tbq75sHjp0aCKRcGwyb948dUwh+MTesSgdEUAAAQQQQAABBEIvQPDe8gijFrxvbW2V97qvrq42vNd9Gk0G7y0Nc9PgpZdeSr/jy810zIIAAggg4F6A4L17Q0ZAIHQCBO8tj4zgvSURDXImsHXr1gMOOMDwmzUhxPbt23O2EvcT1dfXZ9qIEOJrX/ua+ykYIZMAwftMMtQjgAACCCCAAAIIqAL8jE81oQYBBBBAAAEEgiuQ6TPHn/zkJ5kWHYrgfSqVGjlyJLe7z3SI2nr1OUDwXuuTSqXsB+9TqdTixYtVUiHE4Ycf/vnnn+tG5iECCCCAAAIIIIAAAtEUmD9/vuHL5nvuuccZSFNTU+/evdUx6+vrnQ1ILwQQQAABBBBAAAEECkCA4L3lIaaD9wcccMCYAvp3+umn12T4V1JSkn7f1KNHj507d5r4BDZ4n2FnNX369CmgM2QrCCCAQB4ETP5HwdklgvfO3OiFQKgFCN5bHh/Be0siGuRSYPXq1VVVVeqXa0KIvn37Ll++PJeLcTzX66+/brgFbWUsFnM8Ph3NBQjem/twFQEEEEAAAQQQQEArQPBeq0EZAQQQQAABBAIt8Oyzz2o/YZTlqVOnJpPJTEsPS/D+zjvvfOmllzLtgnopIM9dFgjeS5x0IavgfSqVKisrk5jawiWXXKIbmYcIIIAAAggggAACCERW4JRTTtG+Wk6Xq6qqnIFcddVV6mjFxcUrVqxwNiC9EEAAAQQQQAABBBAoAAGC95aHeOutt6pfAahvLsJVc8ghh1gu2Dx1n0qlAhu8z7S1wjvHTDulHgEEEPBJ4P3337f8382sGhC8z4qLxggUhgDBe8tzJHhvSUSDHAssX74800uLDh06zJo1y+RHpDleqjpdMpm8/fbbO3bsmGkLsn7AgAFk71VAT2oI3nvCyCAIIIAAAggggEBEBAjeR+Sg2SYCCCCAAAKhF/jss8/69OkjP17UFsw/MA1L8H779u2JRCL05+T/BrRHny47CN63tbU5W2m2HQ1/OOVsavu91EnnzZtn0v25554z/Ey/qKjo+eefN+nIJQQQQAABBBBAAAEEoiOwceNG9c2IEE4+YF+7dm1paak62pQpU6LjyU4RQAABBBBAAAEEEFAFCN6rJmpNly5d1HcToa6xE7x/8cUXVQptDcH7UD8HWDwCCCDgQGDEiBHa/yFwXyZ4796QERAInQDBe8sjI3hvSUSD3AtUVFSYvHI488wzc78kmzOeeuqpJivXXSJ7b1M122YE77MVoz0CCCCAAAIIIBBlASe/C4yyF3tHAAEEEEAAgbwILFmyRM0SCyFqa2sbGxvNlxSW4L35LrgqBXSfMhfAw/r6erk7Twrqf1jMg/fpSSdOnGiI6cmSGAQBBBBAAAEEEEAAgQIQqK2tVV8zDx06NNu/oaYOIoSYM2dOARCxBQQQQAABBBBAAAEE3AgQvHejV6h9x40bl34PVVJSYhK/D2zwvlDPhX0hgAACeRR46KGHhBAE7/N4BEyNQMEIELy3PEqC95ZENMiLwLvvviv/Yo7hl26nnnrqli1b8rI2ddIPPvhg7NixhutMV3bq1CnTVe57r3q6rCF47xKQ7ggggAACCCCAQKQECN5H6rjZLAIIIIAAAmEV6Nevn/rxYkVFxerVqy23RPDekihcDdRnQqhrJk6c2Nra6u0ROAvet7a2Gkq+8sor3i6P0RBAAAEEEEAAAQQQCKnAggULDF8z33PPPfZ31NTUZDhIe3u7/UFoiQACCCCAAAIIIIBAQQoQvC/IY3W/KTvZe4L37p0ZAQEEEAiLAMH7sJwU60Qg+AIE7y3PiOC9JREN8iWwbdu2I444wvAbt3Rlly5dPP9JnoPN7t27t6KiwmSdqsIUYwAAIABJREFUgwcPXrduXX19vWEb7nvvwNy8C8F7cx+uIoAAAggggAACCGgFCN5rNSgjgAACCCCAQEAFDD9YfOCBB+wsl+C9HaUQtTF8MoS08rHHHvND3lnwPpVKVVZWqpLDhg1LJpN+rJMxEUAAAQQQQAABBBAIncApp5yivmauqqr65JNPbO7lqquuUkcoLi622Z1mCCCAAAIIIIAAAggUsADB+wI+XJdbk2+jSkpKDIeSwftvB+Pff/3Xf6XXbLhaKhFAAAEE3AgQvHejR18EENAKELzXahiWCd4bslAZEIF4PC7fKhoWBg0a9Oijj+brL18nEomHH3740EMPNVybrNy5c2cqlTLZC9l7b59vBO+99WQ0BBBAAAEEEECgsAUI3hf2+bI7BBBAAAEECkHgRz/6kfyoURYqKytt7o3gvU2osDSTz4HwFoqKiqZOnerfX9V1HLxPJpMnnXSSCnvggQe2tLQE7RmyaNGiyZMnH3TQQeqCdTXTp0/fsmWLs/V/97vflT/X0w2bfjhlypRNmzY5G9y81+eff67OOHToUPNe5lfVAYUQr776qkmvYcOGGfY67LDDTHrl4NJ1113Xo0cPw7WlK7/1rW8tWrTI/UrUL5L37t3rflhGQAABBBBAAIHwCsyYMUN9EWIzOT9q1Ci1b/fu3RsbG8MLwsoRQAABBBBAAAEEEPBKgOC9V5IFOY75fe/NP8lX34jlpmb06NEFeRZsCgEEEMivAMH7/PozOwKFJEDw3vI01d9LTJ8+3bIXDRDIpcDf/va3Pn36mL/FO/DAA+++++6mpqYcLGzXrl133nmn+XqEEH379l22bJl2PfF4PNN974UQsVhM25iyYwGC947p6IgAAggggAACCERQgOB9BA+dLSOAAAIIIBAmgY0bN3bs2FH9LPLuu++2uQ2C9zahwtJMfTKErsanG93LE3QcvE+lUu+9915FRYVKetttt8nx817YtGnTlVdeqS7SpKakpOTHP/5xViv/6KOPvve975mMKS+VlZVdf/31WQ1us7GcQltYt26dze5qM+04spxMJtWWskY2UwurVq2SzXJZSCaTt99+u7oew5pvfvObLtdWVVWlG5ngvUtSuiOAAAIIIBB2gT179tTW1upeIQghEomE+dbmzZun9vrPb2vmzJlj3pGrCCCAAAIIIIAAAghERIDgfUQO2vE2TbL35eXl6TdcfYL078Ybb3S8WToigAACCGQSIHifSYZ6BBDIVoDgvaUYwXtLIhoEQWD79u2GX8DpKrt27Tpx4kT/FpxMJsePH2/4uzvdSk477bRPP/1UXYlJ9p773qtczmoI3jtzoxcCCCCAAAIIIBBNAYL30Tx3do0AAggggEBoBMaOHav75FEIcfjhh7e3t9vcA8F7m1BhaaY+H0JX4ze1m+B9KpX6xS9+oZLW1NT4vWyb40+YMKG4uFhdoZ2a119/3eYsy5cv7927t50xZZuPPvrI5uD2m8nBtQXHIf89e/Zox5Fl8/XIZmrhpz/9qXlfP642NTWdfvrp6mJMap577jk3K1FHJnjvxpO+CCCAAAIIFIbAggUL1BcJ99xzj/nuDF9h1tfX2397az4+VxFAAAEEEEAAAQQQCLsAwfuwn2AO1q/N3munk38fTVtJGQEEEECgIAUI3hfksbIpBPIiQPDekp3gvSURDQIicOedd8pAtfoVnramtrb26quv/vvf/+7VyhOJxGuvvTZt2rS+fftqJ8pUrqqqMrlFCtl7r84l0zjyeZKpAfUIIIAAAggggAACCEgBgveSggICCCCAAAIIBE7ggw8+MLzd/fPPP29/rQTv7VuFomWmT6VDVO+3s8vgfVNTkyGm38u2OX5dXZ3h8uxUVlZWrlixws5EXbt2tTOgts3gwYO3b99uZ3D7bQyjWbW1tSZfwJgM/thjj2kXnC4XFRWZdGlvb1e7yJqePXua9PXp0siRI+UCbBZKS0sXLlzoeD3qLATvHWPSEQEEEEAAgUISUF8kVFVVffLJJyZ7VLsIIWy+QDUZlksIIIAAAggggAACCBSMAMH7gjlKXzci31u9+OKLciKC95KCAgIIIFDwAgTvC/6I2SACORMgeG9JTfDekogGwRGIxWIXXHCB+qs5+RZSVzj33HPvv//+tWvXOvsVVjKZXLNmzb333tutWzfdyJkeFhUVXXzxxR9//LE5WjwezzQC9703p7NzleC9HSXaIIAAAggggAACCKQFCN7zTEAAAQQQQACB4ApUVVXpPkYsLi7+5z//mdWKCd5nxRX8xrqnhIOHRx111JQpUxx0rK+vnzJliv0P6DNN4TeyusJ58+ZlNWn//v3VxT/zzDNZDeJTYzfB+/Smvv71rycSiUzLa29vP+aYY9Tt26y54YYbMo3soP7tt982nPfyyy/PdrRPP/3U8O+YmN+X9eKLLzZcgKzMdhku299///1y6mwLdXV1Nmf//PPPly9ffvvttw8fPtxwFoL3NiVphgACCCCAQGELzJgxQ32pUFxcvHz5csONjxo1Sm3fvXt3w8ZUIoAAAggggAACCCAQTQGC99E8dwe71t73Ph2/J3jvgJEuCCCAQEgFCN6H9OBYNgIBFCB4b3koBO8tiWgQQIFf//rX3bt3V7+Vs1NTXFzco0ePurq6ESNGjB49+owzzhg9evQxxxwzYMCAmpoaOyMYtunRo8dtt91m38rkvvdCiFgsZn8oWuoECN7rQHiIAAIIIIAAAgggYCJA8N4Eh0sIIIAAAgggkGcB9YPI0047Lds1EbzPVizg7dVnRVY1EydObG1tTaVS9v/crBw/3XHhwoWyxlnBb2H3wfu5c+eqWzvuuOP8Xrmd8d0H74UQ9957b6a5HnjgAXXv9mvKysree++9TIM7qD/iiCPU2aurq7PNft97773qOJ06dfr0008zrWr37t1du3ZVe2lrdu3alam75/WNjY0O/mOrXa35kh588MGqqqri4mJtF8Nytvjm83IVAQQQQAABBEIqsGfPHpnr0L5mGDp0qPpnnubNm6dtI8tz5swJ6fZZNgIIIIAAAggggAACfggQvPdDtVDH1GXv5Ru0Qt0v+0IAAQQQkAIE7yUFBQQQcClA8N4SkOC9JRENginw+eef33777fL7uPwWZs2atXv37myhTLL33Pc+W0xte4L3Wg3KCCCAAAIIIIAAAuYCBO/NfbiKAAIIIIAAAnkTMAzMv/zyy9kuyHCcbAehfXAE3HwU/vjjj8uNbN26NdPtrNUpKisrH3vsMdnXfkd1KCF8fwXuPnjf0tLSs2dPdfFvvvmmRMhXIVPwvqqqasyYMQ0NDb/+9a9/8YtfHHLIIer6Zc3+++9vuP5MGxdCdOjQ4b777nvhhRdee+213/zmN0cffbQcTVcYO3as4eDOKm+55Rbd+OmHCxcuzGrAY489Vh3nzDPPNBnkj3/8o9pFV/P73//eZARvL1155ZW62eXDmTNnLlq06NVXX507d+6FF15YVlYmL2kLO3bsMFnSHXfcoW1sUiZ4b8LIJQQQQAABBCIlsGDBAsPXDPfcc4/WYdeuXb1791Zb1tfXt7e3a1tSRgABBBBAAAEEEEAg4gIE7yP+BMh2+/J9VklJCcH7bPVojwACCIRXgOB9eM+OlSMQNAGC95YnQvDekogGQRZ48MEHDz74YPnOMfeFfv363X777Y6J4vF4pjWTvXesSvDeMR0dEUAAAQQQQACBCAr4HvuJoClbRgABBBBAAAFPBC677DL1o0MHIxO8d4AW5C7qs+LRRx+dMGGCWq+t6dOnz2effWa4L20ztdynT594PG7Y8dJLL1Xba2t69+6tZuBDEbxPpVI7duyoqKjQbkcIsd9++7W1tRlq5KxSG7w/66yzXnvtNZOpW1paTjzxRN0u0g8Ne/3Xf/2X2rh79+5bt241bD9//ny1vedHfPLJJ6uzdOnSxXBJhpU33XSTOkK3bt1aW1sN26dSqVgs1qFDB7WXrqa4uPj999/PNIiH9ffee69u6vTDu+66y3CWTz/9VG1fW1ubTCYN26dSKYL3mWSoRwABBBBAAAETgY0bN6qvOrQvCNeuXVtaWqq2mTJlismwXEIAAQQQQAABBBBAIJoCBO+jee5udi3vey/fdrkZjb4IIFAAArNnz77ui38FsBe2kEmA4H0mGeoRQCBbAYL3lmIE7y2JaBAKgdWrV//kJz/p1auXfOfoX6FPnz7Tpk3zisXkvvdCiFgs5tVE0RmH4H10zpqdIoAAAggggAAC7gUI3rs3ZAQEEEAAAQQQ8F6gpaWlqqpK9xFnr169HMxE8N4BWpC76J4VQgjDWLLarK6uTrev5ubmqVOnqi11NXV1datXr9b2tdlRCBHe4H0qlbr88st1FEKIP/3pT1qK3Jdl8P6VV16xM/vHH3+s7kIbhdIOYnhes2fP1rbRle0Pruto/+EjjzzicpZBgwapI1x++eUma7j11lvVLoY1s2bNMhnHq0ujRo1SZx8xYoTJ+Gp7IcQ//vGPTF0I3meSoR4BBBBAAAEEzAUMX3UsX7483cvwZUyPHj127NhhPixXEUAAAQQQQAABBBCIoADB+wgeuvst67L37gdkBAQQCLXA8ccfn/6sJtS7YPHmAgTvzX24igAC9gUI3ltaEby3JKJBiATa29tfeeWVfv36GX61576ytrZ26dKl7e3t3pqYZO+5770DaoL3DtDoggACCCCAAAIIRFaA4H1kj56NI4AAAgggEGiBJ554Qv0086qrrnKwaIL3DtCC3EV9Ytiv+Z//+R+5tfXr1w8ZMsRm386dO2v72u9oOL5cg08FNT0+b948B3P9/e9/V9d/3nnnORjKwy6PPfbYfffd98QTT9gfU91FpuC92rK6unrv3r0mc6ldhBD//ve/Tbpke2n37t2Gs9gcZ9WqVYbdly1bZjLC17/+dbVX79691cpBgwaZjOPVpZKSEnXqBQsWmIw/YMAAtct1112XqQvB+0wy1COAAAIIIICAuUBtba36qmPo0KGJRCKVSqmXhBBz5swxH5OrCCCAAAIIIIAAAghEU4DgfTTP3f2ux44dK998uR+NERBAINQCBO9DfXw2F0/w3iYUzRBAwFKA4L0lEcF7SyIahFFg3bp1t956a3V1tXwj6aZwxhln3H777evXr/ePIh6PZ1oh2fts2QneZytGewQQQAABBBBAIMoCBO+jfPrsHQEEEEAAgeAKnH766erHhW+//baDFRO8d4AW5C7qEyOrmrFjx37++eepVEp+imq/e7rjk08+ab+LYUu/eb0K3qdSqUMPPVS3hS5duuzatcvvLXg7vm4L6YeGU6gtJ06caNhSVh544IFqr3vuuUc28KSgTiGE2LZtm53Bp02bpnY/+OCDk8mkSXe1S2Vl5TPPPKPWCyH++c9/mgzlySV13srKyubmZpPBGxoa1F7f+MY3MnUheJ9JhnoEEEAAAQQQMBdYsGCB+qpDCHH33Xfv2rXL8JL5KzHz6biKAAIIIIAAAggggEABCxC8L+DD9Xtr8s2X3xMxPgIIBFyA4H3AD8iT5RG894SRQRBAIJVKEby3fBoQvLckokGoBf71r3/94Q9/uPrqqw844IDi4mL5vtK8UFxc3Ldv36uvvvrhhx/2NW+vta2vr8+0KrL3WijLsvzJqGVLGiCAAAIIIIAAAgggQPCe5wACCCCAAAIIBE7gueeeUz8ovPXWW50tlOC9M7fA9lKfG6Gr8dvWw+D95s2bVd7x48f7vQVvx1e3YHjH+8bGRrXl+++/b76YuXPnqr2OOOII817ZXu3Tp486y5FHHmlnHLWjEGLjxo0mfdvb29VeixcvTqVSV1xxhXpp//33b2trMxnQ/SV10htvvNF82NbW1o4dO6odV61aZd5Rd1UdYe/evbo2PEQAAQQQQACBiAts3LixrKxMfdlgWDNlypSIc7F9BBBAAAEEEEAAAQQyCRC8zyRDvR2BcePGGX74b6cvbRBAoGAECN4XzFGabITgvQkOlxBAICsBgveWXATvLYlogEDOBOLxuEn8PhaL5WwloZ6I4H2oj4/FI4AAAggggAACORYgeJ9jcKZDAAEEEEAAAWuBKVOm6PIJRUVFH374oXVPoxYE741UQlyne26E8aHf+h4G71OplCrcq1cvv7fg7fjqFgx/e7ds2TK1peXNSF9//XW1V3l5uWXHrPZ4zTXXqLMIIf79739bjmPY0bzXiy++qPZKJBKpVGrlypXqJSHEn/70J/MxXV5VJ33qqacsxzT8mvzxxx+37KhtoE5N8F7rQxkBBBBAAAEE0gIzZsxQXzaoNT169NixYwdoCCCAAAIIIIAAAgggYChA8N6QhUr7AuPGjbPfmJYIIFCQAgTvC/JYdZsieK8D4SECCDgWMPxFgePRCrIjwfuCPFY2FV4Bk+z9gAEDtm3bFt6t5WzlBO9zRs1ECCCAAAIIIIBAAQgQvC+AQ2QLCCCAAAIIFJrA1772NV0+YejQoY43SfDeMV0wO+qeG2F86Des38F7w9S635tyM77hk0Qd8MEHH1Rbqs10NU1NTWovIcT777+va+nm4Zo1awxn+dnPfmY+bHNzs2FH814XXXSR2kt2qaurU6+ee+65soHnhba2NnXGtWvXWk509tlnqx1nzpxp2VHbQB2B4L3WhzICCCCAAAIIpAX27NmjvmxQa+bOnYsYAggggAACCCCAAAIIZBIgeJ9JhnoEEEAAAZsCBO9tQoW6GcH7UB8fi0cgUAIE7y2Pg+C9JRENEMixQDweV79/TNeQvbdzFgTv7SjRBgEEEEAAAQQQQCAtQPCeZwICCCCAAAIIBEvgd7/7nfrh4Kuvvup4lQTvHdMFrePDDz9cUVGhPj3CWDNu3Ljdu3f7JOxt8L5Xr16qsE8r92PYH//4x+r6Df92wHnnnae2tLOkvn37qh1nz55tp6/9Nrfddps6ixBi2bJlJoOcccYZaq+zzjrLpMvDDz+sdhk0aJDssmnTJrWBIans4rLwl7/8RZ0xkUhYDvvzn/9c7ThixAjLjtoG6ggE77U+lBFAAAEEEEBACpxyyinqKwdtzRtvvCEbU0AAAQQQQAABBBBAAAFVgOC9akINAggggEBWAgTvs+IKaWOC9yE9OJaNQAAFCN5bHgrBe0siGiCQewGT+94LIbjvvfmJELw39+EqAggggAACCCCAgFaA4L1WgzICCCCAAAII5F/g+9//vjaZkC63tbU5XhnBe8d0wenY3Nw8depU9YkR6poBAwb4JOxt8H78+PGqc2trq0+L93bYjRs3duzYUV1///791YlOPfVUtaXaTK0ZOnSo2vGWW25RW7qp+eijjzp06KBONHny5EzD7tixo1OnTmqXp59+OlOXVCp10kknqV1uuukmbRe1ga/B+yeffFKdUbueTOU77rhD7XjYYYdlam9Yr45A8N4QikoEEEAAAQQQ2LBhQ1lZmfriQdZAhAACCCCAAAIIIIAAAuYCBO/NfbiKAAIIIGApQPDekqgAGhC8L4BDZAsIBESA4L3lQRC8tySiAQJ5ETDJ3nPfe/MTIXhv7sNVBBBAAAEEEEAAAa0AwXutBmUEEEAAAQQQyL9Av379ZCxBFtwsi+C9G72A9B0yZIh8MhRS4f777/dD2Nvg/RNPPKGar1ixwo+VeztmW1vb8OHD1cULIX75y1+qc51wwglqY7WZWnPcccepHW+44Qa1pcuaMWPGqBPV1NRkGvb+++9X23fv3t3k7yZs27atpKRE16uoqGjz5s3aWXQN0g+3bt2qbeNh+cEHH1RntDP+3Llz1Y4HHXSQnb6yjToCwXuJQwEBBBBAAAEEdAIzZsxQXzyka3r06KFrzEMEEEAAAQQQQAABBBDQCRC814HwEAEEEEAgWwGC99mKhbE9wfswnhprRiCYAgTvLc+F4L0lEQ0QyJdAPB7P9KUk2XuTQyF4b4LDJQQQQAABBBBAAAGdAMF7HQgPEUAAAQQQQCDPAoYfCLpZE8F7N3r57btnz54JEyYYPiUKqXLQoEHeOnsbvE+lUuqfwzjvvPO8XbPnoz300EOqQ/ppk+le9IMHD1afV3YWdsopp6gddTeiX5z9v3feeUc3++7du9WJMt1qfsuWLcXFxWr75cuX64bVPjziiCPULvfdd5+2TSqV+s53vqM2GzhwoK5Z+uGmTZuy3f2bb76pHeq3v/2tOp22Qaay4Z+NKC8vz9TesF6dmuC9IRSVCCCAAAIIIJBKpXbt2tW9e3f19YMQ4q677oIIAQQQQAABBBBAAAEEzAUI3pv7cBUBBBBAwFKA4L0lUQE0IHhfAIfIFhAIiADBe8uDIHhvSUQDBPIoEI/HjzrqKMPvJYUQAwYMyOPaAjs1wfvAHg0LQwABBBBAAAEEAihA8D6Ah8KSEEAAAQQQiLSA+lFgWVmZGxGC9270Cq9vW1tbQ0NDfX29g62lO27cuNFB31x2UQPn8+bNc7OAH/zgB7r/YGZ7z3A3szvr26lTJ92a0w+POOKITPd7r62tVbvYmf3MM89UO1588cXavmoDy5orr7xSO0K6bNirqalJbTlr1iy1cf/+/dWWsubtt99Wu3Tq1GnHjh2yTbrw6KOPqi2FECtXrtS1TKX+H3t3HmdXXd8N/GQmk4RgKAFZA5iwhLVPIQHUABUjAjapggVeokQtAastiRTQWCzSpwJGqhjoSzQshogkLC4EilXzuEAhhKWGLWqexsoOJkAWJBOSWZ4+3nq4vb8759y527nnznv+0HN/57d8z/t3h5k5935y+z//+c+X7ZzQeNJJJxXP87//9/8OOxd3GOh4yZIl4cCOjo6+vr6BhoTt4QyC96GSFgIECBAgQKAgcMEFF4S/PBRaxo4dS4kAAQIECBAgQIAAgWQBwftkH2cJECBAIFVA8D6VqA06CN63wSa6BAItIiB4n7oRgvepRDoQyFYgOXv//PPPZ1teC64ueN+Cm6IkAgQIECBAgEDLCgjet+zWKIwAAQIECAxRgTClMGXKlFosBO9r0WvXsYOK3RYjVD2weJJGH9c9eH/FFVeE35hr165t9IVUPf+yZcvCgqMoGjVq1BNPPDHQtHvssUc4aqDOxe2nnHJKOPBDH/pQcZ+wQ2pL5cH7b37zm8VrFY7LvkL8j//4j2HPuOVTn/pUWNXJJ58cd4gPXnvttTFjxoSdP/nJT8Z94oPag/d///d/H64Vz59wcOedd4YDoyj6r3+AI2FUyalwBsH7EiIPCRAgQIAAgYLAypUru7q6wl8e4hZQBAgQIECAAAECBAgkCwjeJ/s4S4AAAQKpAoL3qURt0EHwvg020SUQaBGBsm+raJHaWqQMwfsW2QhlEEgQSMjeH3DAAbL3JXSC9yUgHhIgQIAAAQIECCQICN4n4DhFgAABAgQIZCAQZxLigwsuuKCWOgTva9EzNo8CdQ/el82x33PPPa2J89BDD8W3yOP/jBQOrrvuuoSaJ06cWNI/iir6c+m9731vOPDss88uXivskNpSNni/5557hgNPOOGE4rUKx2G3KIr+8z//M+wZt4wbNy4c9Z3vfCfuUHzwkY98JOy8yy67hJn22oP3l156abhWcTEDHX/3u98NB44YMWKg/mXbwxkE78tCaSRAgAABAgSmTp0a/uZQ3LJs2TJKBAgQIECAAAECBAgkCAjeJ+A4RYAAAQKVCAjeV6KU9z6C93nfQfUTaB0BwfvUvRC8TyXSgUArCKxbt674FcniY9n7kg2K31VY0u4hAQIECBAgQIAAgVCgoiRJOEwLAQIECBAgQKARAmXzvQ8++GAtawne16JnbB4F6h687+/v32uvvYpvykdRVDYWnjnXTjvtVFJn/PDUU09NLu+oo46KO8cHyUMKZ8smrD772c8Wj40nrPygrPDKlSvLznDllVcWL9fb21u2W3Gf8LjskLkDfF166aWdnZ3hkA984AMlM9cevL/22mvDhUpWKfuw8LabkrF77LFH2c4DNZYMj6JI8H4gK+0ECBAgQGAoC2zcuDH8tSFsufrqq4eykmsnQIAAAQIECBAgkCwgeJ/s4ywBAgQIpAoI3qcStUEHwfs22ESXQKBFBATvUzdC8D6VSAcCLSKQ8Ln3URT53Pt4mwTvYwoHBAgQIECAAAECqQKC96lEOhAgQIAAAQLNE1iwYEGYTNiwYUMtFQje16JnbB4FGhG8f/e7313yvTl9+vRWwxkolB5F0fTp019//fXkgo8//viSa6zwE++nTJkSDrzsssuKlws7pLaUDd739/dPnjw5HHvkkUcWL/fTn/407DNq1KjiPiXHv/vd78IhVbRss802JTPXHrxftGhRWEnJKmUfXnPNNeHA/fffv2zngRrDGQTvB7LSToAAAQIEhrLABRdcEP7aELaMHTt2zZo1QxnKtRMgQIAAAQIECBBIEBC8T8BxigABAgQqERC8r0Qp730E7/O+g+on0DoCgvepeyF4n0qkA4HWEUjI3vvc+3ibBO9jCgcECBAgQIAAAQKpAoL3qUQ6ECBAgAABAs0TKLynqjicsNtuu9W4vOB9jYCG506gEcH7WbNmFX9jRlG07777tpTMsmXLdthhh5IiCw/f9a53dXd3p1Z78sknh8NTR/X39x9wwAHhwJKPoA87pLYMFLyfN29e2bGrVq2Kqz3rrLPCPqecckrcITy48cYbwyHVtZRMXnvw/vbbbw8rKVml7MO5c+eGAw877LCynQdqDGcQvB/ISjsBAgQIEBiyAitXruzq6gp/bSjbctZZZw1ZKBdOgAABAgQIECBAIFlA8D7Zx1kCBAgQSBUQvE8laoMOgvdtsIkugUCLCAjep26E4H0qkQ4EWkpg3bp1ZV+djKJI9r6wU4L3LfWMVQwBAgQIECBAoMUFBO9bfIOUR4AAAQIEhpbAkUceWXLv76/+6q9qJBC8rxHQ8NwJNCJ4/3/+z/8p+d6MoujJJ5+KQSpTAAAgAElEQVRsEZzhw4eH5RVajj322AqL/NKXvhROkjq2p6eno6MjHPjwww8Xj50/+K/777+/eIbi42nTpoUrxv8Uwne/+93w7Jvf/OaEuPhzzz3X2dkZjqqu5amnniqu9uc///lgr/6HP/xh8QwvvfRSWMnatWuL+5Q9/uhHPxoOnDVrVtnOAzWGMyRIDjSJdgIECBAgQKCNBRYvXhz+whBF0YIFCzZt2lT2VE9PTxuDuDQCBAgQIECAAAECVQsI3ldNZyABAgQIFAQE74fCM0Hwfijssmsk0BwBwftUZ8H7VCIdCLSawCuvvDJ58uSyL1BGkdxQv+B9qz1j1UOAAAECBAgQaGUBv0C38u6ojQABAgQIDDmBPffcs+Su3yWXXFKjguB9jYCG506gEcH7X/3qVyXfm1EUPfDAA62Ac/nll4e1FVre9773VfJZ94WrWLJkSThP6gU++eST4agoijZs2JA6tuoON998c9lFly9f3t/f//73vz88e8455yQs90//9E/hkKpbLr300oS1qjsVFrNixYrUqaZOnRoOvOqqq1IHFncIZxC8L/ZxTIAAAQIECIwbNy78hWHKlCl9fX39/f3hqSiKrr76am4ECBAgQIAAAQIECIQCgvehiRYCBAgQGJSA4P2guHLaWfA+pxunbAItKCB4n7opgvepRDoQaEGBdevWhR9/FUXR+PHjW7DaJpckeN9kcMsRIECAAAECBHItIHif6+1TPAECBAgQaCuBvr6+kSNHlsQSrr322hovUvC+RkDDcyfQiOD9unXrSr43oyhasmRJtjh9fX3nnXdeWFih5aMf/ejWrVsrr/AXv/hFOFXqDP/yL/8Sjtp1110rX7eKnps2bdpuu+3CdWfNmrVu3bpRo0aFp5L/lYTwtdJwhspbDjzwwCouKnlIuPqNN96YPKS/v3+nnXYKB/7gBz9IHVjcIZxB8L7YxzEBAgQIECAQ/rYQRdHPf/7zgsy0adPCDmPHjl2zZg06AgQIECBAgAABAgRKBATvS0A8JECAAIHBCgjeD1Ysj/0F7/O4a2om0JoCgvep+xK+meTCCy9MHaUDAQKZC4TZ+/Hjx//mN7/JvLDMCxC8z3wLFECAAAECBAgQyJGA4H2ONkupBAgQIECgzQVeeeWVMJBw55131njZgvc1AhqeO4FGBO/LflbnNddckyFOd3f3aaedFv5Ho9By3nnnFT5itPIKN2/eHM72i1/8InmGuXPnhqOOOeaY5FG1nz3zzDPDdXfeeefrrrsubN9///0TVnz00UfDITW2PPTQQwkrVnEqrGfOnDnJ87zwwgvhqCiKfv3rXycPLDkbTiJ4X0LkIQECBAgQGMoCK1euDH9biKI37rqvXr267L+LNHPmzKHs5toJECBAgAABAgQIlBUQvC/LopEAAQIEKhcQvK/cKr89Be/zu3cqJ9BqAoL3qTsieJ9KpAOBlhUo/pQdqft4mwTvYwoHBAgQIECAAAECqQJvvAUwtasOBAgQIECAAIGGCvz0pz8NEwtPP/10jYsK3tcIaHjuBJoWvP+bv/mbrHDKfjp94T8gnZ2d8+fPr66w8D9BRx99dPJUI0aMCEd95zvfSR5V+9ne3t5w3SiKOjo6StqHDRuW/C8W77777iVDoij66le/WmGR733ve8PhO++8c33T6eESURT9x3/8R0KRp5xySjjqz//8zxOGlD0VTlLfSyu7qEYCBAgQIEAgFwKLFi0Kf1WIomjBggXF9W/atGnChAlhz0mTJvX09BT3dEyAAAECBAgQIEBgiAsI3g/xJ4DLJ0CAQO0Cgve1G7b+DIL3rb9HKiSQFwHB+9SdErxPJdKBQCsLFD73fvz48a1cZJNrE7xvMrjlCBAgQIAAAQK5FhC8z/X2KZ4AAQIECLSVwHe+850wirB58+YaL1LwvkZAw3Mn0LTg/emnn54Jzo9//OPtt98+/M9FFEXbbLPNt7/97aqrCufs6OhYvXp1woThkCiKXn755YQh9TpVdumw8U//9E+TVwyHRFG0Zs2a5FHx2cWLF5ed4c4774z71H6w4447hqtcfPHFCTOPHj06HHLVVVclDCl7KpxE8L4slEYCBAgQIDDUBDZu3Dhu3LjwV4UpU6b09fWVaHzve98Le0ZRdPXVV5f09JAAAQIECBAgQIDAUBYQvB/Ku+/aCRAgUBcBwfu6MLb4JIL3Lb5ByiOQIwHB+9TNErxPJdKBQIsLvPLKK88++2yLF9nM8gTvm6ltLQIECBAgQIBA3gUE7/O+g+onQIAAAQLtI3DTTTeVRBGGDx9e++UJ3tduaIZ8CTQteH/yySc3X+b666/v6uoq+W9F/HD58uW1lPSmN70pnio+SPj3BV599dW4W/FBLTVUPrZ4xYTja6+9NnnOsmOThxSffe2118q6nXbaacXdajyeOXNmWOfYsWNfeOGFgWYO+3d0dFTxYlI4j+D9QObaCRAgQIDAkBK44IILwt8TOjs7f/7zn5d1mDZtWth/7NixZTtrJECAAAECBAgQIDA0BQTvh+a+u2oCBAjUUUDwvo6YLTuV4H3Lbo3CCOROQPA+dcsE71OJdCBAIF8Cgvf52i/VEiBAgAABAgSyFRC8z9bf6gQIECBAgMAbAldffXVJDmHHHXd843S1R4L31coZl1eBpgXvp06d2nyjkv9KFD+cOHHi5MF8vetd7yqp/6GHHiqeMD4eNmzYxz/+8bhzX1/f3Xff/fa3vz3uUHyw6667xj0benDllVcWrzvQcXINCxcuDAeOHj06eVTJ2bvuuiucJIqi1Mx/yTwJD/v6+g455JCyqxx66KG9vb3x2Gefffa8887r6OgIO99+++1xt/Dgt7/97cPlvsJ5li9fHnZcv359OKcWAgQIECBAoI0Fwl8Sdt5553Xr1iVccjgkiqJly5YlDHGKAAECBAgQIECAwJASELwfUtvtYgkQINAIAcH7Rqi22px1Cd739PSUXNc+++xTuH1X0t7f3x92DvtoIUAgjwKC96m7JnifSqQDAQL5EhC8z9d+qZYAAQIECBAgkK2A4H22/lYnQIAAAQIE3hC44oorSnII48aNe+N0tUeC99XKGZdXgaYF76dMmdJ8o5L/StTy8M1vfnNY/7vf/e6B5tx3332PO+64k046aaeddhqoTxRFl19+eThtI1rWrFnT1dWVUEnhVPLSZa/3Ax/4QPKokrNbtmwpa/KOd7yjpGctD2+66aaBLnaHHXY45phj3vve9+6///5lI/eFgcX5/LCSq666aqD5K2m/8847wzm1ECBAgAABAu0qsGjRovA3hAULFiRf74QJE8JRkyZN8s7dZDdnCRAgQIAAAQIEho6A4P3Q2WtXSoAAgQYJCN43CLalpq09eH/KKaccf/zx3d3dxdc1UPD+lltu2XPPPYt7OiZAoG0EBO9Tt1LwPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECLwh8IUvfKEkhLD33nu/cbraI8H7auWMy6tA04L3kyZNar5RyX8lanlYNnj/2GOPdXZ2Vj3tvvvuu3nz5qaxTJ8+PbnUnXbaKaGYZ599tuzFLlmyJGFU2VN//dd/HVYybNiwsp2ra+zr63vrW98arlJ5S/K6gvfJPs4SIECAAAECscDGjRvHjRsX/hLS19cX9yl78L3vfS8cFUXR1VdfXba/RgIECBAgQIAAAQJDTUDwfqjtuOslQIBA3QUE7+tO2oIT1hK837Jlyxe/+MXCPboTTzyxOHtfNnh/0003FV5Ofc973vPrX/+6BTWURIBALQKC96l6gvepRDoQIJAvAcH7fO2XagkQIECAAAEC2QoI3mfrb3UCBAgQIEDgDYF//Md/LAkh7L///m+crvZI8L5aOePyKtC04P0f//EfN9+o5L8StTwsG7zv7+/v6empbtp58+Y1GaS7uzt+PaBszQ8++GBCSWVfRf7Yxz6WMGSgU2X/SxtF9f97M3x6l73wksa3ve1txe+bKXsVgvdlWTQSIECAAAECJQIrV67s6uoq+WUjiqJZs2aV9Cz7cPXq1aNGjQqHz5w5s2x/jQQIECBAgAABAgSGlIDg/ZDabhdLgACBRggI3jdCtXXmHDlyZHhjrcLyXnnllY6OjnB4d3f33LlzS9rHjx/f399/yy23lLRHUbTffvtVuKJuBAi0vkDZt0y0ftnNrFDwvpna1iJAoAkC8RvtmrCWJQgQIECAAAECBPIuUP8gRN5F1E+AAAECBAhkJRD/y+Lxi5eFlzNrrKdsHLTGOQ0n0MoCYTJ58eLFtRccf2PGB4cffnjt0w52hnj12g8GCt739/cfd9xxg53/sssuG+y11KX/WWedNVCpBxxwQMISK1asKDvwpz/9acKohFNlZ3vggQcShlRx6utf/3rZ98SUXb3QeOSRR65bty51LcH7VCIdCBAgQIAAgf7+/qlTp4a/eOy8886V/L5RALzooovCGTo6OvASIECAAAECBAgQICB47zlAgAABAjUKCN7XCNjiw2sJ3s+cOTO8KRdF0YknnnjJJZeUnBo/fnz8Wfclp6Io+t3vftfiUMojQKBCAcH7VCjB+1QiHQgQyJeA4H2+9ku1BAgQIECAAIFsBQTvs/W3OgECBAgQIPCGwJVXXlnymuWuu+76xulqjwTvq5UzLq8CTQveH3300c03KvmvRC0PE4L3W7ZsOffcc0PJgZYbM2ZM8ykKK959990DVXXppZcmVHXeeeeFA/fYY4/e3t6EUQmnwtmiKDrnnHMShlR36gc/+MGOO+5Ydrmyja+99lolCwneV6KkDwECBAgQGOICixYtKvv7xoIFCyqX2bRpU9lJenp6Kp9ETwIECBAgQIAAAQJtKSB435bb6qIIECDQTAHB+2ZqN3+tWoL3S5YsKXtTLoqiiRMnlpzaaaedOjs7Sxrjh82/cCsSINAgAcH7VFjB+1QiHQgQyJeA4H2+9ku1BAgQIECAAIFsBQTvs/W3OgECBAgQIPCGwNe//vX4pcrCwdixY984Xe2R4H21csblVSCMizfoE++PO+645huV/FeilocJwfvCdf3bv/1b6vwdHR1nnHHGM88803yKwopl/xMXRVFHR8eTTz45UFU9PT277bZbeHUXXHDBQENS2w855JBwwp122mnLli2pYwfbYe3atV1dXeFyJS0HHXTQ97///QonF7yvEEo3AgQIECAwlAXGjRtX8vtGFEVTpkzp6+sbFEs4SRRFV1999aAm0ZkAAQIECBAgQIBA+wkI3rffnroiAgQINFlA8L7J4E1erpbg/ebNm8velCvbGL7gXtytyVdtOQIEGicgeJ9qK3ifSqQDAQL5EhC8z9d+qZYAAQIECBAgkK2A4H22/lYnQIAAAQIE3hBYvHhx8auVheDoG6erPSqbSq12MuMI5EAgfB9Ag4L3p5xySg446lTik08+ed11133lK1+ZO3fuwoUL77vvvldeeaVOc5umJoH169d/61vf+upXvzp37txrrrnmX//1X1evXj3Y8FtNFRhMgAABAgQIDA2BlStXlvzFWnhYxdWvXr161KhR4WwzZ86sYjZDCBAgQIAAAQIECLSNgOB922ylCyFAgEBWAoL3Wck3Z91agvf9/f3h7bgqWqZNm9aci7UKAQJNEBC8T0UWvC8h6u3t/eUvf7l48eI5c+ZMnjx577333mGHHXbbbbeDDjpoypQpZ5999uOPP17L+1Wef/75u+666y/+4i/e+ta37r///jvvvPPYsWMnTJhwyCGH/N3f/d2iRYvWrl1bUpKH2QqsWrXqIx/5yNvf/va99957xx13HD9+/KGHHnraaac98MADPT09Vde2atWqm2++ufhpttNOO+29996HH3746aefftddd3V3d1c9+RAfKHg/xJ8ALp8AAQIECBAgMCgBwftBcelMgAABAgQINFDgjjvuCF/X3LBhQ41LCt7XCGh47gSaFryfMWNG7nAUTIAAAQIECBAgQKA6galTp4Z/se68887VzXbRRReFs3V0dCxbtqy6CY0iQIAAAQIECBAg0AYCgvdtsIkugQABAtkKCN5n69/o1WsM3sc5q/C+XOUtCxYsaPRlmp8AgaYJCN6nUgvex0QvvfTSf30mxE477ZT6I2PixIlXXHFFPLCSg+7u7h/84AcTJ05MnXz48OHHHXdcb29vJdPW2Kfsz8377ruv8mmXLVsWXtF2221X+Qz9/f3z5s0LJym0/Pu///ugpqpv5xtvvPHII48cqLYoit7ylrdcdtllGzdurHzdl1566aabbjrjjDMSpi2c2m677T74wQ9WPrOesUD8xI5bHBAgQIAAAQIECBAYSEDwfiAZ7QQIECBAgECzBe6///7wpuGqVatqrEPwvkZAw3Mn0LTg/QUXXJA7HAUTIECAAAECBAgQqEJg0aJF4Z+r//WmmarfaLtp06YJEyaEc06aNKmK8gwhQIAAAQIECBAg0B4CgvftsY+uggABAhkKCN5niN+EpWsM3lcSYwvv1xW3dHV1vfzyy024UksQINAcAcH7VGfB+wLRGWecUfZnUPHPiJLjefPm9fX1pQr39/d/+tOf3mGHHUqGJz885JBD7rrrrkomr6VPnE8uLqb5wfvJkycXF1B8fO6559ZygbWMffDBB4srSTjeddddK1zogx/84IgRIxKmCk/9+Z//+cqVKyucX7eCQPzEBkKAAAECBAgQIEAgVUDwPpVIBwIECBAgQKBJAt3d3eH9wVtvvbXG5QXvawQ0PHcCjQje9/T0hN+e3/zmN3OHo2ACBAgQIECAAAECgxU4//zzw1+GOzs7V6xYMdipSvpPmzYtnHnNmjUl3TwkQIAAAQIECBAgMEQEBO+HyEa7TAIECDROQPC+cbatMHPZ0GPlhW3evDmOWoU35Sppqfpf4ay8SD0JEGimgOB9qrbg/WuvvVbJD4iB+uy7777JyOPHjx9obCXt3d3dyfPXcrbsD80mB+8LdwkSKGq5wOrGzps3L6GegU6dccYZvb29A63461//eqCBlbQPGzbs0ksvHWhy7SUC8RO7pN1DAgQIECBAgAABAqGA4H1oooUAAQIECBDITGC77bYruV34z//8zzVWI3hfI6DhuRNoRPD+hRdeKPnejKLoRz/6Ue5wFEyAAAECBAgQIEBgsAJdXV3hL8OzZs0a7Dxh/9WrV4czz5w5M+yphQABAgQIECBAgMBQEBC8Hwq77BoJECDQUAHB+4byZj55jcH7/v7+Wj703sfdZ/4EUACBugsI3qeSCt7XGLyPouill15KcK4xeH/GGWckTF7jqTifXPxKVpOD93vttVfx6uFxjdc42OFLliwJ35UXVlW25cILLxxouRqD94XlBppce4lA/MQuafeQAAECBAgQIECAQCggeB+aaCFAgAABAgQyE5g4cWLJnce///u/r7EawfsaAQ3PnUB4i3/x4sU1XsUjjzxS8r0ZRdEjjzxS47SGEyBAgAABAgQIEGh9gfA34SiK1q1bV5fKw8k7OjqWLVtWl8lNQoAAAQIECBAgQCBfAoL3+dov1RIgQKAFBQTvW3BT6lhS7cH7JUuWhLfjKmyZNm1aHa/FVAQItIKA4H3qLgje1x68/+hHP5rgXGPwPoqi2267LWH+Wk7F+eTiH5RNDt4XL132eMOGDbVc42DH7rDDDmXLqKSxo6NjoOXqErx/6qmnBppfe7FA/MQubnRMgAABAgQIECBAoKyA4H1ZFo0ECBAgQIBANgLHHHNMyY3ID33oQzWWInhfI6DhuRNoRPD+9ttvL/nejKLoxRdfzB2OggkQIECAAAECBAgMSmDRokXhb8JRVLf76hMmTAjnnzRpUk9Pz6Dq1JkAAQIECBAgQIBAGwgI3rfBJroEAgQIZCsgeJ+tf6NXrz14v3nz5jhtFd6US25ZsGBBoy/Q/AQINFlA8D4VXPC+9uB9R0fHAw88MBB17cH7/fbbr0GvKJX9idlqwftvfOMbA9k2oj35V4XUs1u3bi1bVV2C92eddVbZyTWWCMRP7JJ2DwkQIECAAAECBAiEAnV7g2A4tRYCBAgQIECAwGAFLrnkkpJbkGPGjOnr6xvsPMX9Be+LNRwPBYFGBO//8i//suR787DDDhsKmK6RAAECBAgQIEBgKAucf/75Jb8GR1HU2dm5YsWKOrJMmzYtXGXs2LFr1qyp4yqmIkCAAAECBAgQIND6AoL3rb9HKiRAgECLCwjet/gG1Vhe7cH7/v7+6j703sfd17h3hhNoTQHB+9R9EbwvCd4PGzbsmGOOue6665588skSvZ6enm9/+9vhyz1RFHV1da1fv76kf+FhSfD+oIMO+tKXvlT2rZKf/exnhw8fXnb+2bNnl528xsY4n1y8aDOD9wP909jF9XR0dDTtk94//OEPFy8dH7/88ssl1Fu2bInPFh8cfPDBZTc3DN4fd9xxN9xwwzPPPFMyc39//6pVq4rnLD6+/fbbw/5aSgTiJ3ZJu4cECBAgQIAAAQIEQgHB+9BECwECBAgQIJCZwG233VZ8N7Bw/Nxzz9VSkOB9LXrG5lGgEcH7t7/97SXfm6effnoecdRMgAABAgQIECBAoEKBlStXdnV1lfwaHEXRrFmzKpyhwm6rV68eNWpUuNDMmTMrnEE3AgQIECBAgAABAu0hIHjfHvvoKggQIJChgOB9hvhNWLouwfvNmzeHN+KiaGxR4yFFx/996OPum7C/liDQfAHB+1Rzwfvi4P2IESNWrVqVjLbffvuFP0SiKFq8eHHZgXHwftiwYamZ9ltvvbXs5Mccc0zZyWtsjPPJxYumFlm86LJly4rHFo6322674j4Jx3/2Z38WDg9bLrvssoRJ6nVq3bp1ZX8PGQh/9uzZYalRFP3sZz8LSyoO3o8ePXrOnDlhn+KWT3ziE2Unv/jii4u7OS4rED+xy57VSIAAAQIECBAgQKBYQPC+WMMxAQIECBAgkLHA448/Ht4W/MlPflJLWYL3tegZm0eBRgTvd9xxx5LvzX/4h3/II46aCRAgQIAAAQIECFQoMHXq1JLfgaMo2nnnndetW1fhDJV3u+iii8K1Ojo6Kp9BTwIECBAgQIAAAQJtICB43wab6BIIECCQrYDgfbb+jV69bOCtikXDG3G/bxn/h/Z3/uHgjf8PP8y2inUNIUCg1QQE71N3RPA+Dt5Pnz49NXXf399/3333vfHDo+job//2b8tqF4L3RxxxRIWB9hNOOKFo1v8+nDBhQtnJa2yM88nFK1ZYZ2HpWoL3L7744vDhw4uXHuj4oIMOqvFKKxm+YMGCsIDhw4cP9KzYtGnTHnvsEQ7567/+63C5QvB+2LBhp59++tNPPx12KGl57bXXyu6Of9G7BKrsw5iu7FmNBAgQIECAAAECBIoFBO+LNRwTIECAAAEC2QuENxz/8i//spayBO9r0TM2jwJ1D97/y7/8S/iNuWLFijziqJkAAQIECBAgQIBAJQLjxo0LfweeMmVKX19fJcOr6BMu9185/6uvvrqKqQwhQIAAAQIECBAgkFMBwfucbpyyCRAg0DoCgvetsxeNqKRewfs4cPU/78j1R9GGKOr/n43//ajCy+nt7a2wp24ECLSCgOB96i4I3qcShR1mzJgR/iiZOnVq2LOKln/+538OJz/wwAOrmCp1SNkfl00L3k+aNCm80htvvLHs63ef/OQnUy+nlg69vb077LBDWM/ixYsTpv31r38dvoUviqJf/vKXCaMqPHXyySeH9fzN3/xNhcOHcrf4iT2UEVw7AQIECBAgQIBAhQKC9xVC6UaAAAECBAg0SSC8J1jj3WHB+ybtnGVaRiC8a598oz+18PDjN7u6ujZt2pQ6UAcCBAgQIECAAAECORUI/zKNoqih//jUtGnTwkXHjh27Zs2anBoqmwABAgQIECBAgMBgBQTvByumPwECBAiUCAjel4C02cN6Be/POOOM8EZcFP3y96n7MsH7rq6uVMkNGzbMmzevQZ85nLq6DgQIVCcgeJ/qJnifShR2OOecc8KfMkcddVTYs4qWT33qU+Hkxx13XBVTpQ6J88nFKzYneP/EE08UL1o4HjNmzGuvvXbBBReEp3beeefUy6mlw+OPPx4u2tnZ+eqrryZPG34HRVF0zTXXJI+q5OzkyZPDki677LJKxg7xPvETe4g7uHwCBAgQIECAAIFKBATvK1HShwABAgQIEGieQHhPcNiwYbUsL3hfi56xeRSoe/D+uOOOK/nGPOKII/Ioo2YCBAgQIECAAAEClQisXLmy5BfgwsNKxlbdZ/Xq1aNGjQrXnTlzZtVzGkiAAAECBAgQIEAgXwKC9/naL9USIECgBQUE71twU+pYUr2C90uWLAnvwkXRJb8P3q8JT02bNi35KlatWrXttts24RZichnOEiAwWAHB+1SxMDZ84YUXpo4a4h3KfuL99OnTa2fp6+s74IADwp9Tn//852ufPJwhzicXr9ic4H3h5kDxulEUffjDH+7v71+xYkVJe+FhWH8dW2677bZw0f322y91iQ9/+MPhwHPPPTd1YHKHp59+uqOjI5x5ULuTvEQbn42f2G18jS6NAAECBAgQIECgXgKC9/WSNA8BAgQIECBQH4HwnmAU1fQbi+B9fTbGLPkRqG/wvre3N77jHH97zpo1Kz8eKiVAgAABAgQIECAwOIGpU6fGv/rGB43+uIz+/v6LLrooXi4+GDZs2LJlywZ3AXoTIECAAAECBAgQyKeA4H0+903VBAgQaCEBwfsW2owGlFKv4P3mzZvDV8Cj6E9+H7y/Or4vFx/ccMMNZa+mt7d36dKl06dPL36BvmxPjQQItKaA4H3qvgjepxKFHY466qj4J0h88JGPfCTsOdiWq666Kp6w+ODRRx8d7FSV9C/3szIaVLR72bJlxXUWjrfbbrvU1ffcc89w4A9/+MPCwPBUjW8uTa3n0ksvDRc96QwAjSQAACAASURBVKSTUgdefvnl4cDUf9Anddr3v//94bS77LJLT09P6lgd4ic2CgIECBAgQIAAAQKpAjXF2FJn14EAAQIECBAgMFiBww47LLwzONhJivsL3hdrOB4KAsWv6xe+mxYvXlz1hV99dZn3FqxevbrqCQ0kQIAAAQIECBAg0LICGzduHDduXPg36ZQpU/r6+ppQ9u233x6u3ug3DDXhuixBgAABAgQIECBAoBIBwftKlPQhQIAAgQQBwfsEnDY4Va/gfX9//wAfen9uFA0vuTsXpuNWrVo1e/bs+CPuS/q3gbNLIDB0BATvU/da8D6VqKTDLbfcUvJzofDwpz/9aUnPCh9u3br1iSee+MIXvlB22pEjRz722GMVTjXYbnE+uXjpb3zjGw9X/LVgwYLisYXjSoL34ajiV8rC98VFUXT99dcP9gIr7z9lypSwpC9/+cupMyxfvjwc2NXVlTow7PDaa6/de++955577vbbbx/OGUVRd3d3OEpLKBA/scNTWggQIECAAAECBAiUCAjel4B4SIAAAQIECGQs8IlPfCK8Obh+/fqqyxK8r5rOwJwKhC8w1BK8nz59evgtmVMZZRMgQIAAAQIECBBIFjj//PPD3347OztXrFiRPLCOZ8MCoihas2ZNHZcwFQECBAgQIECAAIHWFBC8b819URUBAgRyJCB4n6PNqqLUOgbvB/jQ+47w1tyCBQviUnt6er73ve+FL8cXj4o7OyBAoPUFBO9T90jwPpWopMPRRx9d/EOhcLzNNtv87ne/K+mZ8HDyH74mTZo0atSocMK4Zf78+Qnz1HgqzifHy9XlIDV4/9prr5VdKL6cY445Juxw7LHHxh3qfrDrrruGK95www2pC61evTocWPyPCCTPcMwxxxSeC//rf/2vzs7OslMVGkePHp08lbOxQPzEjlscECBAgAABAgQIEBhIQPB+IBntBAgQIECAQDYCixYtCu8Sfuc736m6GsH7qukMzKlA+Ep/LcH70aNHh9+SOZVRNgECBAgQIECAAIFkga6urvC331mzZiWPqu/Zsm+imjlzZn1XMRsBAgQIECBAgACBFhQQvG/BTVESAQIE8iUgeJ+v/RpstXUM3vf398+YMSO8E1jS0tXV9fLLL/f392/YsGHevHkTJkwo6RA+HOxF6U+AQIYCgvep+IL3qUQlHcKfC1EUnX766SXdkh+WnaRsY/I8NZ6N88lll666MTV4f9NNN4WTH3jggfHlzJ8/P+zQ0dHx1FNPxX3qe1D2vXN33HFH6irr168PS608eD9mzJiyw0sat9lmmzvvvDO1GB0KAvETGwgBAgQIECBAgACBVAHB+1QiHQgQIECAAIFmC0yZMqXk/uBuu+3W19dXXR2C99W5GZVfgfoG70u+GaMoGjZsWH5xVE6AAAECBAgQIEBgIIGyb+Wp/O0vA0072PZNmzaVfQvvpEmTenp6Bjub/gQIECBAgAABAgRyJCB4n6PNUioBAgRaU0DwvjX3pV5V1Td4P8CH3v+Pl8c/9alPTZ8+PXz9/X90+p8P6nWx5iFAoAkCgvepyIL3qURxh56enhNOOOF//kz4/4/e+ta3DvZNj+EkJS1vectbVqxYES/doIM4n1yyeo0Pk4P3L7zwwvDhw0uWGDZs2G9+85viyzzppJNK+kRRVBzOL+5c+3G4VhRF999/fyUzh5dT+SuPqcH7448/fu3atZWUoU8sED+x4xYHBAgQIECAAAECBAYSELwfSEY7AQIECBAgkJnAJZdcEt6vfOihh6orSPC+Ojej8isQvvBf9Sfel/32Oeyww/KLo3ICBAgQIECAAAECZQU2btw4bty48E/RKVOmlO3f0Mbbb789rCSKoquvvrqh65qcAAECBAgQIECAQLYCgvfZ+ludAAECbSAgeN8Gm5hwCfUN3lf4ofdlb9MlNCbU7xQBAq0mIHifuiOC96lEcYfZs2eX/elw9913x30qPCg7T0njtGnTHn300YEmvP/++5cO8uuFF14omS3OJ5csXePD5OD9FVdcEc5/9NFHl9R22223hd2iKCr7/tLu7u5BYvz/7lu3bo0XLbvWww8/HHdIOBg9enQ4PKF/8anU4P2oUaPOOecc2ftitNTj+Imd2lMHAgQIECBAgAABAoL3ngMECBAgQIBAywn8+7//e3jD8dxzz62u0LLJ4eqmMopALgTqGLy/5557wm/Gz372s7lwUCQBAgQIECBAgACBygXOP//88Fffzs7OJnxmSNkip02bFtYzduzYNWvWlO2vkQABAgQIECBAgEAbCAjet8EmugQCBAhkKyB4n61/o1eve/D+jjvuCG/B1djSaATzEyBQRwHB+1RMwftUokKHq666aqAfHxXOUNxtoKlK2keOHNnX11c8MD4ON65kbPjwpptuiocXDuJ8cti5lpbk4P1hhx0WTv61r32tpLbu7u6y5c2ePbukZ39//9NPPx3OmdqyYcOGeKqynR977LG4Q8LB9ttvHw5P6F98KjV4X5h59913//GPf1w80HGCQPzMSejjFAECBAgQIECAAIGCgOC9ZwIBAgQIECDQigKzZs0K7zneddddVdQqeF8FmiG5FqhX8L67uzu8+z9u3Lienp5c+yieAAECBAgQIECAQInAO9/5zvAv0J133nndunUlPZv58KKLLgqrGjZsWDNrsBYBAgQIECBAgACBZgoI3jdT21oECBBoSwHB+7bc1vii6h687+/vD++/VdiyzTbbnHnmmWHnuFoHBAi0voDgfeoehfntCy+8MHXUUOvQ0dER/jiIomjUqFHLly+vQqPsbAM1zp8/P1wi3LiBhsftrRC8nzNnTlxPfPC+970vvMD+/v4f//jHcZ/igzvvvLOkf4OC94888kjJQmUflg3Pl+0ZNpYdW3yxxcdZ/UviYdkt3iJ43+IbpDwCBAgQIECAQEsJCN631HYohgABAgQIEPhvgQcffLD4zmDh+AMf+EAVQIL3VaAZkmuBegXvb7311vDb8DOf+UyucRRPgAABAgQIECBAoETgpptuCn/vjaLohhtuKOnZ5IebNm0qW5h/CavJG2E5AgQIECBAgACBpgkI3jeN2kIECBBoVwHB+3bd2cJ1tUjwfrfddrv44ovXrl07d+7c8PZde2+BqyPQZgKC96kbGua3Be9L0G677bbwZ0GhZeHChSWdK3w4v+jr85///Nlnn/2Od7xjoFXe9KY3PfvssyUzhxs30PC4vcLg/ZVXXrm04q8rr7wynj8+SPjE+z322CPuFh/cdtttJVdXeNjb2ztu3Li4W3xw2mmnlfRvUPD+4YcfLlmo7MNafnv5xje+ET8XPve5z51xxhmHHXbYQP/QwxFHHNHb21u2Bo3FAoL3xRqOCRAgQIAAAQIEkgUE75N9nCVAgAABAgQyEzjwwAPjW6KFg1GjRlVRjeB9FWiG5FqgXsH7E044oeR7MIqiJ554Itc4iidAgAABAgQIECBQIlD2fTlTpkzp6+sr6dn8h+Ev5FEUffWrX21+JVYkQIAAAQIECBAg0AQBwfsmIFuCAAEC7S0geN/e+1tLdK2sTG9v7/Dhw8veghuocfLkyVu3bi3MJnhfVlUjgRwJCN6nblaY3xa8L0ZbsmRJV1dX2R8Zl112WXHP2o8XLFhQ9vWsKIo+9KEPlcwfblzZIosbKwze33fffSVrJTxctmxZ8RKF44Tgfdj5v94C9w//8A9zB/iaPHlyOGSbbbYpKalBwfv777+/ZKGyD8N38UVRTeGdNWvWjBo1KrzwKIquv/76sjVoLBYQvC/WcEyAAAECBAgQIJAsUNPv7slTO0uAAAECBAgQqEXg0ksvDW8RVjGh4H0VaIbkWiC8Zb948eLBXtHjjz8ezjNp0qTBzqM/AQIECBAgQIAAgRYXCP/wjKJoxYoVrVD2tGnTwvLGjh27Zs2aVihPDQQIECBAgAABAgTqKyB4X19PsxEgQGAICgjet/em1zF4v2HDhnnz5k2YMCG8+Va2ZeTIkTNmzHjkkUeKhQXvizUcE8ijgOB96q6F+W3B+xjtzjvvLPuDqfBzJO5Wx4Pnnntu3333DX9ODR8+/Pnnny9eKNy4cFRJS2sG70uKrPBhMUV/f3/twfuy/0zP3XffXbJQ+PD1118vW3PYc1AtP/vZz8o+9/74j/94UPMMzc6C90Nz3101AQIECBAgQKA6AcH76tyMIkCAAAECBJohEN55vPbaawe7sOD9YMX0z7tAGJgfbPD++eefD2/Qjxo16re//W3ecdRPgAABAgQIECBAIBbo6+uL341d8ufnqS3ztdtuu5XUFkVRR0dHhZ+kEV+sAwIECBAgQIAAAQKtLyB43/p7pEICBAi0uEB8q6fF61RedQLhS9iD+szY3t7epUuXTp8+PbzbNlDL5MmTFy5cGH/EfUnZgvclIB4SyJ2A4H3qloX5bcH7AtoXv/jFgX52nHXWWX19fam2VXeYOHFiuPTMmTOLJww3LhxS0pJ58P5b3/pWSUlVP3zyySeLNWoP3pc1X7BgQfEqZY8fe+yxsldRtvOgGp9++unw/YFRFC1atGhQ8wzBzoL3Q3DTXTIBAgQIECBAoGoBwfuq6QwkQIAAAQIEGi4Q3nk86KCDent7B7Ww4P2guHRuA4Hwxvpgg/cXXnhh+N1X8iJNG0C5BAIECBAgQIAAgSEucNNNN4W/9+alZdKkSUN8+1w+AQIECBAgQIBA+wkI3rffnroiAgQINFngsMMO2/H3X01e13LNEagleL9+/frKP98+iqLCR9wnX5fgfbKPswRaX0DwPnWPwvy24H1fX99555030GtJH//4xwf7zsbUXSjpcOaZZ4arT5s2rbjbbbfdNn+QX//xH/9RPEN/f3+cTy5e7r777ivplvBw2bJlxWMLx9ttt13ZISeeeGLYubqWSy65pHiJV199dZAY/7/766+/Hk/yZ3/2Z2ElX/7yl+MOAx385Cc/CQf+0R/90UD9B9Ve9hebK664YlCTDMHO8RN7CF67SyZAgAABAgQIEBisgOD9YMX0J0CAAAECBJonEN6+j6Lom9/85qAqELwfFJfObSBQe/B+zJgx4X3/lStXtgGOSyBAgAABAgQIECBQENi4ceO4cePC33tz1GIrCRAgQIAAAQIECLSZgOB9m22oyyFAgEDzBbbffvvCvZ3mL23FJghUF7xftWrV7Nmzt91228rv++23335r165NvSLB+1QiHQi0uIDgfeoGhe/cG+LB+y1btpxxxhkJP1BSSWvv8Hd/93dhAUceeWTtM5fMEOeTi5drUPD++eef7+zsLF6oluMDDjig5FpqfPjJT34yrOfcc89NnXbBggXhwCOOOCJ1YCUd3va2t4WTf+Yzn6lk7FDuEz+xhzKCaydAgAABAgQIEKhQQPC+QijdCBAgQIAAgQwENm/evOuuu4a3CP/pn/6p8moE7yu30rM9BGoM3q9atSr8posifzi0x7PDVRAgQIAAAQIECPy3QFdXV9nfe3PUeOaZZ9pOAgQIECBAgAABAu0kIHjfTrvpWggQIJCJgOB9JuxNW7Ty4P369evnzZtX9pNgU+/+dXV1vfzyy5VclOB9JUr6EGhlAcH71N0RvC8meu655wb6ITJ8+PCFCxcWd27c8Sc+8YmwjEMOOaTuK8b55OLlGhS8P/TQQ4tXqf141qxZdQT50Y9+FJa06667pi5xwgknhAMvvvji1IGVdNh///3DyWfPnl3J2KHcJ35iD2UE106AAAECBAgQIFChgPxMhVC6ESBAgAABAtkIXHrppeEtwrFjx77yyisVFiR4XyGUbm0jUGPw/pRTTgm/6SZPntw2Pi6EAAECBAgQIECAQH9/f/hLb+5ahg0btmzZMrtJgAABAgQIECBAoG0EBO/bZitdCAECBLISELzPSr4561YYvF+1atWgPt9+9913P/300+N7g9OmTavwcgTvK4TSjUDLCgjep26N4H1M9Oijj+65557xD4vig2222eaOO+6Iezb64E//9E+LVy8cv/Od76z7unE+uXi5RgTvH3vsseIlCsfDhg3bu7Kv+Ne/4kl22mmnLVu21Mvkt7/9bfhmvCiKHn/88YQlNm/eXNbwu9/9bsKoCk/97ne/K/t70ec///kKZxiy3eJNGbICLpwAAQIECBAgQKByAcH7yq30JECAAAECBDIQ2LRp0x577FF8Y7RwXPkn+wneZ7BtlsxUILzXv3jx4gorWrp0aTg8iqKlS5dWOINuBAgQIECAAAECBFpfYNGiReGfmXlsmTRpUk9PT+uDq5AAAQIECBAgQIBAJQKC95Uo6UOAAAECCQJx8iqhj1P5FSgbMIsvp7e3d+nSpdOnTy/7evdAt/4WLly4devWzZs3xx1uuOGGeM7kA8H7ZB9nCbS+gOB96h4J3heIvv/9748ZMyb+SVFycPfdd6dK1qvDb3/7266urpICoij62Mc+Vq8l4nnifHLxco0I3n/6058uXqJw/Na3vjWuJPngtttuC4dHUVTffw3hoIMOClf53Oc+l1DbHXfcEQ7p6Oh4+eWXE0ZVeOrb3/52OHkURTfffHOFMwzZbvETe8gKuHACBAgQIECAAIHKBQTvK7fSkwABAgQIEMhG4Jprril7o7DCagTvK4TSrW0EwncSVBi837BhQ9l/nvnEE09sGxwXQoAAAQIECBAgQGDjxo3jxo0r+2dmHhu/+tWv2lMCBAgQIECAAAEC7SEgeN8e++gqCBAgkKGA4H2G+E1YOiF4v379+vHjx1d+c2/kyJEzZsx49NFH47LjsZXH4QTvYz0HBHIqIHifunGC9wWi4cOHxz8mSg7GjRuXyli2wy9+8YvCB7ovX768bIeyjX/1V39VUkDh4Te+8Y2y/WtpjPPJxSvWPXjf29tb9jW7efPmVVh8d3f3dtttV1xk4fi0006rcIZKus2ePTtcYp999kn417E/8IEPhEMOP/zwkuWuv/76wjPhmWeeKTk10MMtW7YcfPDB4eRRFD355JMDjdJeEIif2EAIECBAgAABAgQIpAoI3qcS6UCAAAECBAhkL1D2RuHZZ59dSWWC95Uo6dNOAlUH78OBURTNmDGjnXBcCwECBAgQIECAAIFGC8Tv8I7/kv3617/e6EXNT4AAAQIECBAgQKANBATv22ATXQIBAgSyFYhvy2RbhtUbJFA2eF/2Ne74vlzJweTJkxcuXFi2vCpSWIL3ZSU1EsiRgOB96mYN8eD9pk2b3ve+95X8KIkfTp8+/dVXX001HKjDihUr4qmiKOro6Ljllls2b948UP/PfvaznZ2dxUPi46lTpw40qpb2+CdjvFAURXUP3n/4wx8unr9w/O53v3tQlf/whz8MJ4miemZkent799prr3CVMWPGlC114sSJYefOzs4wGP/lL3+5uOe22277kY98pOychcbnnnuuuH/x8SWXXJIw0KmCQPzEBkKAAAECBAgQIEAgVaCef1SkLqYDAQIECBAgQKA6gRNPPLH4LmF8XMk/1yp4X525UfkVCN9bUMkn3v/nf/5n/J1VfFD5v6ebXzGVEyBAgAABAgQIEKijQPwO7/j3asH7OvKaigABAgQIECBAoI0FBO/beHNdGgECBJojEN+Wac5yVmmyQNngfXwLLvlg5MiRxZ9vH1Y+Y8aMKIq6urrCUwO1CN4PJKOdQF4EBO9Td2qIB++feOKJhB8uhx566ORBfhWDlwTvCwuNGTPmPe95zz333PP00093d3f39/c/99xzS5YsKftx63FtP/vZz4pnrtdxnE+OF2pE8P5Nb3pT8fyF40reEVp8mT09PeEk9Q3e9/f3X3755WVXueKKK9avXx/X093dfeONN5bt+Rd/8Rdxt/igJHhfGLj77ruffvrpX/va11544YWtW7f29/f/3//7fxcuXHjaaaeNGDGi7OQ77rjjK6+8Ek/rYCCB+Ik9UAftBAgQIECAAAECBGIBwfuYwgEBAgQIECDQugLPPvts/Bp58a3DkSNHPvDAA8l1C94n+zjbfgJVBO83bdo0adKk4m+u+Lj9fFwRAQIECBAgQIAAgYYKhH+9Ct43FNzkBAgQIECAAAECbSMgeN82W+lCCBAgkJVAfFsmqwKs21CB6oL3u++++8UXX7x27drk2u64444oiqZNm5bcrfis4H2xhmMCeRQQvE/dNcH7+N1TdTkoBi8bvC9ZZcyYMSUt4cOTTjqpeNo6Hsf55OJF6/6J98WTx8fFOfYKrygeW3zwm9/8psLhlXRbt25d8eTFx11dXYceeugJJ5xw5JFHjh49uvhU8fFDDz0ULlQ2eF88Koqi+Ffckvbih1dddVU4uZZQIH5ih6e0ECBAgAABAgQIECgRELwvAfGQAAECBAgQaFGBvr6+448/vvh2YXyc/BKp4H2L7qiyGiYw2OD9rFmz4u+m4oPtttvuqaeealiZJiZAgAABAgQIECDQngLh218E79tzp10VAQIECBAgQIBAvQUE7+staj4CBAgMCYEpU6YUv8QZHu+zzz5DAqKtL3L9+vXz5s0LN3eglpEjR86YMSP5I+5DsDPPPPPll18O2wdqEbwfSEY7gbwICN6n7pTg/UA/aKprLwavJHifusr3v//94jnrexznk4vLqG/w/vnnny+ePD6u4kL22WefeHh8sP/++1cxVcKQY489Np58sAd77rln2ZkrCd6nrjVu3Liyk2sMBeIndnhKCwECBAgQIECAAIESAcH7EhAPCRAgQIAAgdYV+M1vflP2NuKhhx760ksvDVS34P1AMtrbVWCwwfuy31ZRFF133XXtSuS6CBAgQIAAAQIECDROQPC+cbZmJkCAAAECBAgQaG8Bwfv23l9XR4AAgQYJDPRaZ9wueN8g+aZNO3v27G233Tbe0NSD3XffPfnDGwaq/MUXXxzoVNl2wfuyLBoJ5EhA8D51swTvU3/oDKpDMXjtwfthw4YVT1j34zifXHyN9Q3ef+lLXyqevHC8/fbbV3EtF110UThVFEUPPPBAFbMNNOS5557ba6+9yi6U3Dh69Ojly5eXnbb24P2YMWN+/vOfl51cYygQP7HDU1oIECBAgAABAgQIlAgI3peAeEiAAAECBAi0tEBHR0fZ25STJk0a6KVTwfuW3lHFNUCg8uB9X1/f3/7t35b9njr77LMbUJopCRAgQIAAAQIECLS/gOB9+++xKyRAgAABAgQIEGiMgOB9Y1zNSoAAgTYXKLzWedxxx50efO2yyy5RFAne5/QZ0Nvbu3Tp0unTp5d9Obts41FHHXXrrbdu3bq1OZcseN8cZ6sQaJyA4H2qreB92R83VTcWg9cYvB81atS3vvWt4gnrfhznk4uvt77B+z/5kz8pnrxwfOaZZ1ZxLb/4xS/CqaIoOuecc6qYLWHI6tWr99xzz7JrDdS47bbb/uQnPxlozhqD93vttdcjjzwy0OTaQ4H4iR2e0kKAAAECBAgQIECgREDwvgTEQwIECBAgQKClBS699NKB7lHuscceDz74YFi94H1ooqW9BSoM3r/66qvvf//7y35Dve1tb9u8eXN7K7k6AgQIECBAgAABAg0SELxvEKxpCRAgQIAAAQIE2l5A8L7tt9gFEiBAoBEChZc777777nDyY489VvA+ZMlFy7x588aPH1/2teyyjSNHjnz00UebfGmC900GtxyBugsI3qeSCt6X/aFTdWMx+NatW7/97W8ff/zxVcx2xBFHPP7448WzNeI4zicXV1jH4P2jjz5aPHN8vHTp0uou57DDDosniQ/e/OY3b9mypboJBxr14osvvvOd74yXSD147LHHBpqqv79/3bp1V1111SGHHJI6T9jhjDPOePnllxMmdyoUiJ/Y4SktBAgQIECAAAECBEoEBO9LQDwkQIAAAQIEWl3g1VdfPeKII8I7iYWWD37wg88//3zxNQjeF2s4HgoCqcH7rVu3jhkzZqBvoje96U1DQck1EiBAgAABAgQIEGiQgOB9g2BNS4AAAQIECBAg0PYCgvdtv8UukAABAo0QKLzoKXjfCNsmz9nb2zt9+vTwxe6BXteOouioo45q2ufbhxqC96GJFgL5EhC8T92vIR68f/HFF+fU9SsB/IUXXjj77LOPOOKIbbbZpuwPvqOPPvozn/nMvffemzBJfU9dfPHF4dU/+eSTla/y1FNPhTN87nOfK8zwla98JTy7ePHiyucv6fncc8+FE86ZM+f2228v6VmXh1u2bLn11ltPPvnksvv1rne962tf+9qGDRsGu9bKlSuvuOKKAw88sLOzs+zMO+yww9y5c1evXj3YmfUvCAjeeyYQIECAAAECBAhULiB4X7mVngQIECBAgECrCLzyyiuTJk0qe28xiqI/+qM/uuqqq+JaBe9jCgdDRCB8L0LxyxJ33313+MJY/N207bbb3nPPPUMEymUSIECAAAECBAgQaISA4H0jVM1JgAABAgQIECAwFAQE74fCLrtGAgQI1F2g8EKn4H3dYZs54fr16wf7EfczZsxo/kfcl5gI3peAeEggdwKC96lbFr6/6MILL0wdpUMtAj09PT/60Y9uvfXWa6655vLLL//Wt771/e9//+GHH65lTmMbKvCrX/3qjjvumD9//pe+9KX58+ffeuutK1asqH3FTZs2Pfjgg4sWLfra1742d+7cm2++eenSpb/61a/6+vpqn3wozyB4P5R337UTIECAAAECBAYrIHg/WDH9CRAgQIAAgZYQWLduXRwVLnswZ86cZ555pr+/X/C+JTZMEU0UGCh4//rrrx933HFlv18KjaNHj/7xj3/cxEotRYAAAQIECBAgQKANBQTv23BTXRIBAgQIECBAgEBTBATvm8JsEQIECLSbQOGFTsH7/O7rr371q2233TbhVeySU7vvvvvFF1/cCtcreN8Ku6AGArUICN6n6gnepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifbDJW8QAAIABJREFUrb/VCRAgQIAAgeoFNmzY8N73vrfkRdYKHx7ii0D7ClT4XVDSba+99qr+u9FIAgQIECBAgAABAgT+ICB4/wcJ/0+AAAECBAgQIEBgcAKC94Pz0psAAQIEfi9QeNGz7YP31113XSu8vv2e97ynLs+79evXjx8/vuQF64SHI0eOnDFjRl2WruMkgvd1xDQVgUwEBO9T2QXvU4l0IEAgXwKC9/naL9USIECAAAECBLIVELzP1t/qBAgQIECAQE0CfX19ZV/LTHhF1ikCBEKBY4455sUXX6zpu9FgAgQIECBAgAABAgR+LyB474lAgAABAgQIECBAoDoBwfvq3IwiQIDAEBcovPTZ9sH7yy67LHyRt/ktEyZMqP359vGPf3z06NGVF//FL37x5Zdfrn3dus9Q9s0qdV/FhAQINE5A8D7VVvA+lUgHAgTyJSB4n6/9Ui0BAgQIECBAIFsBwfts/a1OgAABAgQI1EEgvh1W+UuzehIgEAvMnj1769atdfhWNAUBAgQIECBAgAABAv39gveeBQQIECBAgAABAgSqExC8r87NKAIECAxxgcKLnoL38Yu/DT2oS/B+1KhRFRZ51FFH3XrrrS37DBe8b9mtURiBCgUE71OhBO9TiXQgQCBfAvE7jfNVtmoJECBAgAABAgQyERC8z4TdogQIECBAgED9BX72s58dfPDBFb5AqxsBAqNHj7744otff/31+n83mpEAAQIECBAgQIDAEBYQvB/Cm+/SCRAgQIAAAQIEahIQvK+Jz2ACBAgMVYHCy76C9815+bsJwfu3vOUtX/ziF3PxdBa8z8U2KZJAgoDgfQJO4ZTgfSqRDgQI5EtA8D5f+6VaAgQIECBAgEC2AoL32fpbnQABAgQIEKinwOuvvy5735wX1K2Sd4FPfepTzz77bD2//cxFgAABAgQIECBAgMDvBQTvPREIECBAgAABAgQIVCcgeF+dm1EECBAY4gKF120F75vz+nWjg/e33nrr1q1b8/KUFrzPy06pk8BAAoL3A8nE7YL3MYUDAgTaQ0Dwvj320VUQIECAAAECBJojIHjfHGerECBAgAABAs0T+Ld/+7dTTz21Oa8rW4VA7gQmTpw4b9685n1DWokAAQIECBAgQIDAEBMQvB9iG+5yCRAgQIAAAQIE6iYgeF83ShMRIEBgKAkUXq4VvG/Oy9YNCt6PHDlyxowZjz76aL6euYL3+dov1RIIBQTvQ5OSFsH7EhAPCRDIu4Dgfd53UP0ECBAgQIAAgWYKCN43U9taBAgQIECAQPMErr/++tNOO23PPfdszgvMViHQ4gJjxoyZOnXqI4880rxvQisRIECAAAECBAgQGJICX/nKV84999x3/P7rC7//WrFixZCUcNEECBAgQIAAAQIEBicgeD84L70JECBA4PcChVdpBe+b82p1g4L3CxYsyOPTWfA+j7umZgLFAoL3xRpljwXvy7JoJEAgvwKC9/ndO5UTIECAAAECBJovIHjffHMrEiBAgAABAgQI5Exg2LBhJe9UWLx4cc6uQbkECBAgQIAAAQIECDRL4Lbbbiv8BdGsBa1DgAABAgQIECBAoB0EBO/bYRddAwECBJouMGSD93vvvXejsUteIo+iqEHB+4ULFzb6Whoxv+B9I1TNSaCZAoL3qdqC96lEOhAgkC8Bwft87ZdqCRAgQIAAAQLZCgjeZ+tvdQIECBAgQIAAgRwICN7nYJOUSIAAAQIECBAgQKBlBATvW2YrFEKAAAECBAgQIJAnAcH7PO2WWgkQINAyAoL3jdsKwftkW8H7ZB9nCbS+gOB96h4J3qcS6UCAQL4EBO/ztV+qJUCAAAECBAhkKyB4n62/1QkQIECAAAECBHIgIHifg01SIgECBAgQIECAAIGWERC8b5mtUAgBAgQIECBAgECeBATv87RbaiVAgEDLCAjeN24rBO+TbQXvk32cJdD6AoL3qXskeJ9KpAMBAvkSELzP136plgABAgQIECCQrYDgfbb+VidAgAABAgQIEMiBgOB9DjZJiQQIECBAgAABAgRaRkDwvmW2QiEECBAgQIAAAQJ5EhC8z9NuqZUAAQItIyB437itCIP3DWr52Mc+1riraNzMgveNszUzgeYICN6nOgvepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciAgeJ+DTVIiAQIECBAgQIAAgZYRELxvma1QCAECBAgQIECAQJ4EBO/ztFtqJUCAQMsICN43bisaFLMPpxW8b9wmmpkAgQQBwfsEnMIpwftUIh0IEMiXgOB9vvZLtQQIECBAgACBbAUE77P1tzoBAgQIECBAgEAOBATvc7BJSiRAgAABAgQIECDQMgKC9y2zFQohQIAAAQIECBDIk4DgfZ52S60ECBBoGQHB+8ZtRZiQb1CL4H3jNtHMBAgkCAjeJ+AUTgnepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciAgeJ+DTVIiAQIECBAgQIAAgZYRELxvma1QCAECBAgQIECAQJ4EBO/ztFtqJUCAQMsICN43bisaFLMPpxW8b9wmmpkAgQQBwfsEnMIpwftUIh0IEMiXgOB9vvZLtQQIECBAgACBbAUE77P1tzoBAgQIECBAgEAOBATvc7BJSiRAgAABAgQIECDQMgKC9y2zFQohQIAAAQIECBDIk4DgfZ52S60ECBBoGQHB+8ZtRZiQb1CL4H3jNtHMBAgkCAjeJ+AUTgnepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciAgeJ+DTVIiAQIECBAgQIAAgZYRELxvma1QCAECBAgQIECAQJ4EBO/ztFtqJUCAQMsICN43bisaFLMPpxW8b9wmmpkAgQQBwfsEnMIpwftUIh0IEMiXgOB9vvZLtQQIECBAgACBbAUE77P1tzoBAgQIECBAgEAOBATvc7BJSiRAgAABAgQIECDQMgKC9y2zFQohQIAAAQIECBDIk4DgfZ52S60ECBBoGQHB+8ZtRZiQb1CL4H3jNtHMBAgkCAjeJ+AUTgnepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciAgeJ+DTVIiAQIECBAgQIAAgZYRELxvma1QCAECBAgQIECAQJ4EBO/ztFtqJUCAQMsICN43bivCmP3w4cNrXy6cVvC+dlUzECBQhYDgfSqa4H0qkQ4ECORLQPA+X/ulWgIECBAgQIBAtgKC99n6W50AAQIECBAgQCAHAoL3OdgkJRIgQIAAAQIECBBoGQHB+5bZCoUQIECAAAECBAjkSUDwPk+7pVYCBAi0jIDgfeO2IkzIC94Xa8+dOzckKu7gmACBFhcQvE/dIMH7VCIdCBDIl4Dgfb72S7UECBAgQIAAgWwFBO+z9bc6AQIECBAgQIBADgQE73OwSUokQIAAAQIECBAg0DICgvctsxUKIUCAAAECBAgQyJOA4H2edkutBAgQaBkBwfvGbUWYKhe8L9YWvC/WcEwgjwKC96m7JnifSqQDAQL5EhC8z9d+qZYAAQIECBAgkK2A4H22/lYnQIAAAQIECBDIgYDgfQ42SYkECBAgQIAAAQIEWkZA8L5ltkIhBAgQIECAAAECeRIQvM/TbqmVAAECLSMgeN+4rRC8T7YVvE/2cZZA6wsI3qfukeB9KpEOBAjkS0DwPl/7pVoCBAgQIECAQLYCgvfZ+ludAAECBAgQIEAgBwKC9znYJCUSIECAAAECBAgQaBkBwfuW2QqFECBAgAABAgQI5ElA8D5Pu6VWAgQItIyA4H3jtkLwPtlW8D7Zx1kCrS8geJ+6R4L3qUQ6ECCQLwHB+3ztl2oJECBAgAABAtkKCN5n6291AgQIECBAgACBHAgI3udgk5RIgAABAgQIECBAoGUEBO9bZisUQoAAAQIECBAgkCcBwfs87ZZaCRAg0DICgveN2wrB+2RbwftkH2cJtL6A4H3qHgnepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciBwyy233HzzzW///ddpp5128803P/300zmoW4kECBAgQIAAAQIECGQhIHifhbo1CRAgQIAAAQIEci8geJ/7LXQBBAgQyEJA8L5x6oL3ybaC98k+zhJofQHB+9Q9ErxPJdKBAIF8CQje52u/VEuAAAECBAgQyFZA8D5bf6sTIECAAAECBAjkRqDwxoKpU6fmpmKFEiBAgAABAgQIECCQhYDgfRbq1iRAgAABAgQIEMi9gOB97rfQBRAgQCALAcH7xqkL3ifbCt4n+zhLoPUFBO9T90jwPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECBAgkBsBwfvcbJVCCRAgQIAAAQIECGQqIHifKb/FCRAgQIAAAQIE8iogeJ/XnVM3AQIEMhUQvG8cv+B9sq3gfbKPswRaX0DwPnWPBO9TiXQgQCBfAoL3+dov1RIgQIAAAQIEshUQvM/W3+oECBAgQIAAAQK5ERC8z81WKZQAAQIECBAgQIBApgKC95nyW5wAAQIECBAgQCCvAoL3ed05dRMgQCBTAcH7xvEL3ifbCt4n+zhLoPUFBO9T90jwPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECBAgkBsBwfvcbJVCCRAgQIAAAQIECGQqcO211+77+69Mq7A4AQIECBAgQIAAgZwJCN7nbMOUS4AAgdYQELxv3D4I3ifbCt4n+zhLoPUFBO9T90jwPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECBAgkBsBwfvcbJVCCRAgQIAAAQIECGQqcP755xf+fMi0CosTIECAAAECBAgQyJmA4H3ONky5BAgQaA0BwfvG7YPgfbKt4H2yj7MEWl9A8D51jwTvU4l0IEAgXwKC9/naL9USIECAAAECBLIVELzP1t/qBAgQIECAAAECuREQvM/NVimUAAECBAgQIECAQKYCgveZ8lucAAECBAgQIEAgrwKC93ndOXUTIEAgUwHB+8bxh8H7zs7O22r+Cqf92Mc+1riraNzMgveNszUzgeYICN6nOgvepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciMgeJ+brVIoAQIECBAgQIAAgUwFBO8z5bc4AQIECBAgQIBAXgUE7/O6c+omQIBApgKC943jDxPyDWoRvG/cJpqZAIEEAcH7BJzCKcH7VCIdCBDIl4Dgfb72S7UECBAgQIAAgWwFBO+z9bc6AQIECBAgQIBAbgQE73OzVQolQIAAAQIECBAgkKmA4H2m/BYnQIAAAQIECBDIq4DgfV53Tt0ECBDIVEDwvnH8DYrZh9MK3jduE81MgECCgOB9Ak7hlOB9KpEOBAjkS0DwPl/7pVoCBAgQIECAQLYCgvfZ+ludAAECBAgQIEAgNwKC97nZKoUSIECAAAECBAgQyFRA8D5TfosTIECAAAECBAjkVUDwPq87p24CBAhkKiB43zj+MCHfoBbB+8ZtopkJEEgQELxPwCmcErxPJdKBAIF8CQje52u/VEuAAAECBAgQyFZA8D5bf6sTIECAAAECBAjkRkDwPjdbpVACBAgQIECAAAECmQoI3mfKb3ECBAgQIECAAIG8Cgje53Xn1E2AAIFMBQTvG8ffoJh9OK3gfeM20cwECCQICN4n4BROCd6nEulAgEC+BATv87VfqiVAgAABAgQIZCsgeJ+tv9UJECBAgAABAgRyIyB4n5utUigBAgQIECBAgACBTAUE7zPltzgBAgQIECBAgEBeBQTv87pz6iZAgECmAoL3jeMPE/INahG8b9wmmpkAgQQBwfsEnMIpwftUIh0IEMiXgOB9vvZLtQQIECBAgACBbAUE77P1tzoBAgQIECBAgEBuBATvc7NVCiVAgAABAgQIECCQqYDgfab8FidAgAABAgQIEMirgOB9XndO3QQIEMhUQPC+cfwNitmH0wreN24TzUyAQIKA4H0CTuGU4H0qkQ4ECORLQPA+X/ulWgIECBAgQIBAtgKC99n6W50AAQIECBAgQCA3AoL3udkqhRIgQIAAAQIECBBoukBvb+/xf/gaP3584c+HPzT89/+/9tprTa/LggQIECBAgAABAgRyIyB4n5utUigBAgRaSaBwE+buu+8Oizr22GOjKNpnn33CU7lrueyyy0ry6nvvvXejr6JkxSiKJkyY0Fvz16hRo0pmXrhwYaOvpRHzz507t+RCosjbcRshbU4CjRIQvE+VFbxPJdKBAIF8CQje52u/VEuAAAECBAgQyFbAnb5s/a1OgAABAgQIECCQG4HCq+ZTp07NTcUKJUCAAAECBAgQIECgWQLd3d3hG21LWl588cVmlWMdAgQIECBAgAABAvkTELzP356pmAABAi0gULj9InjfiK0oubVVCN7XvpDgfe2GZiBAoC4CgvepjIL3qUQ6ECCQLwHB+3ztl2oJECBAgAABAtkKCN5n6291AgQIECBAgACB3AgU3lggeJ+bDVMoAQIECBAgQIAAgSYKFP5eGDFixF7B1+677144K3jfxA2xFAECBAgQIECAQP4EBO/zt2cqJkCAQAsIFO66CN43YisKtsX/O2HChNoXEryv3dAMBAjURUDwPpVR8D6VSAcCBPIlIHifr/1SLQECBAgQIEAgWwHB+2z9rU6AAAECBAgQIJAbgcJbCgTvc7NhCiVAgAABAgQIECDQRIHC3wuHH354uOaqVasKZwXvQxwtBAgQIECAAAECBGIBwfuYwgEBAgQIVC5QuOsyBIP3I0aMOLjBXwXb4v8VvC9+Zs6dO7cYp3Bc3MExAQItLiB4n7pBgvepRDoQIJAvAcH7fO2XagkQIECAAAEC2QoI3mfrb3UCBAgQIECAAIHcCBReKRe8z82GKZQAAQIECBAgQIBAEwUKfy8I3jeR3FIECBAgQIAAAQLtJiB432476noIECDQFIHCPZkhGLwvXHiT/7dBwftPf/rTW7ZsacrzpZ6LCN7XU9NcBLIQELxPVRe8TyXSgQCBfAkI3udrv1RLgAABAgQIEMhWQPA+W3+rEyBAgAABAgQI5Eag8K4FwfvcbJhCCRAgQIAAAQIECDRRoPD3guB9E8ktRYAAAQIECBAg0G4CgvfttqOuhwABAjUL3H///V1dXY3Olk+cOHHr1q01F9vYCS677LJGO1Qyf4OC9/HSp5566n333ddYyvrNLnhfP0szEchGQPA+1V3wPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECBAgkBuBwuv9gve52TCFEiBAgAABAgQIEGiiQOHvBcH7JpJbigABAgQIECBAoN0EBO/bbUddDwECBOohcP/998ep7EYc5CJ139/fP0SC94Utfvvb375ly5Z6PH0aO4fgfWN9zU6g8QKC96nGgvepRDoQIJAvAcH7fO2XagkQIECAAAEC2QoI3mfrb3UCBAgQIECAAIHcCBRe5he8z82GKZQAAQIECBAgQIBAEwUKfy8I3jeR3FIECBAgQIAAAQLtJiB432476noIECBQJ4HiD70fFnxVksYvGRQPyUvqfqgF76Mo2mWXXebMmfPMM8/U6UnUkGkE7xvCalICTRQQvE/FFrxPJdKBAIF8CQje52u/VEuAAAECBAgQyFZA8D5bf6sTIECAAAECBAjkRkDwPjdbpVACBAgQIECAAAECTRcQvG86uQUJECBAgAABAgTaTUDwvt121PUQIECgfgLLly+P4/cnnHBC1ROvXbt27Nixhds4EydOrHqe5g9sp0+8/9d//dcTTzwx/ucPUg/e9ra3LVq0aMuWLc1nT15R8D7Zx1kCrS8geJ+6R4L3qUQ6ECCQLwHB+3ztl2oJECBAgAABAtkKCN5n6291AgQIECBAgACB3AgUXvL3ife52TCFEiBAgAABAgQIEGiiQOHvBZ9430RySxEgQIAAAQIECLSbgOB9u+2o6yFAgEBdBZYvXx4ntKubuCR1v3Xr1urmyWTUPffcc1ELfH3lK1+p1+XPmTMn/kcQ4p1NONhll12eeeaZeq1el3kE7+vCaBICGQoI3qfiC96nEulAgEC+BATv87VfqiVAgAABAgQIZCsgeJ+tv9UJECBAgAABAgRyI1B4mV/wPjcbplACBAgQIECAAAECTRQo/L0geN9EcksRIECAAAECBAi0m4DgfbvtqOshQIBAvQVq/ND7OOY9ceLEfKXu6w3ZKvNt3Lhx/vz5Bx10UELevvjUiBEjTj311HvvvbdFLkDwvkU2QhkEqhYQvE+lE7xPJdKBAIF8CQje52u/VEuAAAECBAgQyFZA8D5bf6sTIECAAAECBAjkRkDwPjdbpVACBAgQIECAAAECTRcQvG86uQUJECBAgAABAgTaTUDwvt121PUQIECg3gLLly+vOnu/du3aOMItdV/vnalpvr6+vlNPPbWzszPeoNSDyZMnd3d317RqPQYL3tdD0RwEshQQvE/VF7xPJdKBAIF8CQje52u/VEuAAAECBAgQyFZA8D5bf6sTIECAAAECBAjkRqDwAr9PvM/NhimUAAECBAgQIECAQBMFCn8v+MT7JpJbigABAgQIECBAoN0EBO/bbUddDwECBBojsHz58jiYfcIJJ6QusnbtWp91n6rUIh3mz59/0EEHxfubejBixIh77703q+IF77OSty6BegkI3qdKCt6nEulAgEC+BATv87VfqiVAgAABAgQIZCsgeJ+tv9UJECBAgAABAgRyI1B4XV/wPjcbplACBAgQIECAAAECTRQo/L0geN9EcksRIECAAAECBAi0m4DgfbvtqOshQIBAwwTiz72PopR3P0rdN2wTGjVxX1/f0qVLOzs7U1P3cYfJkyfPnz+/UQUNPK/g/cA2zhDIh4Dgfeo+Cd6nEulAgEC+BATv87VfqiVAgAABAgQIZCuQcus52+KsToAAAQIECBAgQKB1BATvW2cvVEKAAAECBAgQIECg1QQE71ttR9RDgAABAgQIECCQOwHB+9xtmYIJECCQlcDy5cvj7H3yh97Hn3UfRdHWrVuzKti6gxVYvXr1nDlzircvjtkPdDBnzpxnnnlmsAvV0l/wvhY9Ywm0goDgfeouCN6nEulAgEC+BATv87VfqiVAgAABAgQIZCsgeJ+tv9UJECBAgAABAgRyIyB4n5utUigBAgQIECBAgACBpgsI3jed3IIECBAgQIAAAQLtJiB432476noIECDQYIHk+L3Pum8wf/OmX7p06amnntrZ2TlQ5D5snz9/fnd3d6NLFLxvtLD5CTRaQPA+VVjwPpVIBwIE8iUgeJ+v/VItAQIECBAgQCBbAcH7bP2tToAAAQIECBAgkBsBwfvcbJVCCRAgQIAAAQIECDRdQPC+6eQWJECAAAECBAgQaDcBwft221HXQ4AAgcYLLF++PA5dF68mdV+s0R7Hq1evHjt2bLzdqQe77LLLnDlzGnrtgvcN5TU5gSYICN6nIgvepxLpQIBAvgQE7/O1X6olQIAAAQIECGQrIHifrb/VCRAgQIAAAQIEciNQePF+6tSpualYoQQIECBAgAABAgQINEug8PfC4YcfHi64atWqwtkXX3wxPKuFAAECBAgQIECAAIGCgOC9ZwIBAgQIVCHQ1dVVuPFywgknxMPjhPbEiRO3bt0atzvItcDGjRvnz59/8MEHF3a8kv899dRT77333gZdteB9g2BNS6BpAoL3qdSC96lEOhAgkC8Bwft87ZdqCRAgQIAAAQLZCgjeZ+tvdQIECBAgQIAAgdwIFF65F7zPzYYplAABAgQIECBAgEATBQp/LwjeN5HcUgQIECBAgAABAu0mIHjfbjvqeggQINAUgeXLl5dk79euXRtHsqXum7IJTV2kr69v6dKlnZ2d8S6nHkyePHn+/Pl1r1Lwvu6kJiTQZAHB+1RwwftUIh0IEMiXgOB9vvZLtQQIECBAgACBbAUE77P1tzoBAgQIECBAgEBuBAov2Ave52bDFEqAAAECBAgQIECgiQKFvxcE75tIbikCBAgQIECAAIF2ExC8b7cddT0ECBBoosDy5ctL0tc+676J/JkttXHjxoMPPrhk6xMejhgx4tRTT61XuYL39ZI0D4GsBATvU+UF71OJdCBAIF8Cgvf52i/VEiBAgAABAgSyFRC8z9bf6gQIECBAgAABArkRKLxCL3ifmw1TKAECBAgQIECAAIEmChT+XhC8byK5pQgQIECAAAECBNpNQPC+3XbU9RAgQKC5AvHn3kdRJHXfXPssV+vr61u6dOmpp56akLcvOTV58uT58+d3d3fXWLfgfY2AhhPIXEDwPnULBO9TiXQgQCBfAv+PvbuBj6I88Dj+7G5MskAQCgmILRpbBEFUBApXsbwUJLT4WqjQatUWkXIYQXuNtVioCmqJlZ5oi/iGRWitLxVRqMjbQfWkXhFaKhvRU0l5tyVEDCTZnWuZc1xnZmdnZ2dm5+WXTz919pnn9ftsSHZ3/hmC9/7aL2aLAAIIIIAAAggUVoDgfWH9GR0BBBBAAAEEEEDANwIE732zVUwUAQQQQAABBBBAAAHXBQjeu07OgAgggAACCCCAAAJBEyB4H7QdZT0IIICAuwKvvvpq5PiXEKKlpcXdwRmt8AI1NTUdO3ZUZewNHnbp0qWmpiafeRO8z0ePtgh4QYDgfdZdIHiflYgKCCDgLwGC9/7aL2aLAAIIIIAAAggUVoDgfWH9GR0BBBBAAAEEEEDANwIE732zVUwUAQQQQAABBBBAAAHXBQjeu07OgAgggAACCCCAAAJBEyB4H7QdZT0IIICA6wIdOnSQ36JxfWQG9JBAKpUaP358LBYzSN2rTvXv3793dP2nAAAgAElEQVSpqSnXNRC8z1WM+gh4TYDgfdYdIXiflYgKCCDgLwGC9/7aL2aLAAIIIIAAAggUVoDgfWH9GR0BBBBAAAEEEEDANwLyp+8jRozwzYyZKAIIIIAAAggggAACCLglIL9eGDBggHbARCIhn927d6/2LCUIIIAAAggggAACCCAgCxC855mAAAIIIJCnAMH7PAGD1Hznzp01NTWqgL3Bwy5dutTU1Ozatcs8AsF781bURMCbAgTvs+4LwfusRFRAAAF/CRC899d+MVsEEEAAAQQQQKCwAgTvC+vP6AgggAACCCCAAAK+EZA/hid475sNY6IIIIAAAggggAACCLgoIL9eIHjvIjlDIYAAAggggAACCARNgOB90HaU9SCAAAKuCxC8d53c6wMuXLiwT58+Bnl71ani4uJNmzaZXBXBe5NQVEPAswIE77NuDcH7rERUQAABfwkQvPfXfjFbBBBAAAEEEECgsAIE7wvrz+gIIIAAAggggAACvhEgeO+brWKiCCCAAAIIIIAAAgi4LkDw3nVyBkQAAQQQQAABBBAImgDB+6DtKOtBAAEEXBcgeO86uQ8GTKVSq1evHj9+vCpjb/Cwf//+CxcubGpqMl4ewXtjH84i4H0BgvdZ94jgfVYiKiCAgL8ECN77a7+YLQIIIIAAAgggUFgBgveF9Wd0BBBAAAEEEEAAAd8IELz3zVYxUQQQQAABBBBAAAEEXBcgeO86OQMigAACCCCAAAIIBE2A4H3QdpT1IIAAAq4LELx3ndxnAx4+fHjhwoUGkXvVqeLi4vHjx2/atEl3nQTvdVkoRMBHAgTvs24WwfusRFRAAAF/CRC899d+MVsEEEAAAQQQQKCwAgTvC+vP6AgggAACCCCAAAK+ESB475utYqIIIIAAAggggAACCLguQPDedXIGRAABBBBAAAEEEAiaAMH7oO0o60EAAQRcFyB47zq5LwdcvXr1+PHjY7GYKmZv8HDhwoVNTU2q1RK8V4HwEAHfCRC8z7plBO+zElEBAQT8JUDw3l/7xWwRQAABBBBAAIHCChC8L6w/oyOAAAIIIIAAAgj4RoDgvW+2iokigAACCCCAAAIIIOC6AMF718kZEAEEEEAAAQQQQCBoAgTvg7ajrAcBBBBwXYDgvevkPh5w586dNTU1BmF71akuXbrU1NTs2rVLWTPBe4WCAwR8KkDwPuvGEbzPSkQFBBDwlwDBe3/tF7NFAAEEEEAAAQQKK0DwvrD+jI4AAggggAACCCDgGwGC977ZKiaKAAIIIIAAAggggIDrAgTvXSdnQAQQQAABBBBAAIGgCRC8D9qOsh4EEEDAdQGC966TB2HAVCq1evXqWCymStobPOzfv//ChQsJ3gdh+1lDuAUI3mfdf4L3WYmogAAC/hIgeO+v/WK2CCCAAAIIIIBAYQUI3hfWn9ERQAABBBBAAAEEfCNA8N43W8VEEUAAAQQQQAABBBBwXYDgvevkDIgAAggggAACCCAQNAGC90HbUdaDAAIIuC4wePDgk45/uT4yA/peoK6urrq6un379gZ5e9WpQYMGqUqE4HJc3z8TWECoBAjeZ91ugvdZiaiAAAL+EiB476/9YrYIIIAAAggggEBhBXinr7D+jI4AAggggAACCCDgGwH5U/MRI0b4ZsZMFAEEEEAAAQQQQAABBNwSkF8vDBgwQDtgIpGQz+7du1d7lhIEEEAAAQQQQAABBBCQBQje80xAAAEEEMhTYNiwYfKbMHn2Q/PQChw+fLhPnz7ys8ja/4eWjoUj4EcBgvdZd43gfVYiKiCAgL8ECN77a7+YLQIIIIAAAgggUFgBgveF9Wd0BBBAAAEEEEAAAd8IyJ+sE7z3zYYxUQQQQAABBBBAAAEEXBSQXy8QvHeRnKEQQAABBBBAAAEEgiZA8D5oO8p6EEAAAdcFCN67Th7kAXfu3NmxY8dc4/dBFmFtCAROgOB91i0leJ+ViAoIIOAvAYL3/tovZosAAggggAACCBRWgOB9Yf0ZHQEEEEAAAQQQQMA3AgTvfbNVTBQBBBBAAAEEEEAAAdcFCN67Ts6ACCCAAAIIIIAAAkETIHgftB1lPQgggIDrAgTvXScP+ICNjY0LFy7s06eP+fh9wEVYHgLBEiB4n3U/Cd5nJaICAgj4S4Dgvb/2i9kigAACCCCAAAKFFSB4X1h/RkcAAQQQQAABBBDwjQDBe99sFRNFAAEEEEAAAQQQQMB1AYL3rpMzIAIIIIAAAggggEDQBAjeB21HWQ8CCCDgugDBe9fJwzLg+PHjY7GYmfh9WERYJwKBECB4n3UbCd5nJaICAgj4S4Dgvb/2i9kigAACCCCAAAKFFSB4X1h/RkcAAQQQQAABBBDwjQDBe99sFRNFAAEEEEAAAQQQQMB1AYL3rpMzIAIIIIAAAggggEDQBAjeB21HWQ8CCCDgugDBe9fJQzRgXV3dDTfc0L59e934/Wkff4VIhKUi4H8BgvdZ95DgfVYiKiCAgL8ECN77a7+YLQIIIIAAAgggUFgBgveF9Wd0BBBAAAEEEEAAAd8IELz3zVYxUQQQQAABBBBAAAEEXBcgeO86OQMigAACCCCAAAIIBE2A4H3QdpT1IIAAAq4LELx3nTykA27cuHH8+PFKAr+srCykECwbAZ8L6Abv3+QrTaBnz57Kv3XywS233OLzbWf6CCAQagGC96HefhaPAAIIIIAAAgjkKEDwPkcwqiOAAAIIIIAAAgiEVUD+DGnEiBFhBWDdCCCAAAIIIIAAAgggkFFAfr0wYMAAbY1EIiGf3bt3r/YsJQgggAACCCCAAAIIICAL/PCHPywtLZ0yZQogCCCAAAIIWBMgeG/NjVbWBGpqajp27CiEmDFjhrUeaIUAAoUV0A3ey2/m8/+ZBAjeF/ZJy+gIIJCnAMH7PAFpjgACCCCAAAIIhEqA4H2otpvFIoAAAggggAACCFgXkD9VInhvXZCWCCCAAAIIIIAAAggEV0B+vUDwPrg7zMoQQAABBBBAAAEEHBcYPHiwEOKMM85wfCQGQAABBBAIqADB+4BurHeXdfjw4fvuu2/nzp3enSIzQwCBzAIE7zOl6w3KCd5nfkJxBgEEfCBA8N4Hm8QUEUAAAQQQQAABzwgQvPfMVjARBBBAAAEEEEAAAW8LELz39v4wOwQQQAABBBBAAAEECilA8L6Q+oyNAAIIIIAAAgggEAgBgveB2EYWgQACCBRSgOB9IfUZGwEEEPCbAMF7g4B9plME7/32NGe+CCDwKQGC95/i4AECCCCAAAIIIICAoQDBe0MeTiKAAAIIIIAAAggg8LEAwfuPJfgvAggggAACCCCAAAIIqAUI3qtFeIwAAggggAACCCCAQI4CBO9zBKM6AggggIBagOC9WoTHCCCAAAKZBdq2bZspXk55JoHhw4dnFuUMAggg4HUBgvde3yHmhwACCCCAAAIIeEmA4L2XdoO5IIAAAggggAACCHhYQP5UacSIER6eI1NDAAEEEEAAAQQQQACBwgjIrxcGDBigHT6RSMhn9+7dqz1LCQIIIIAAAggggAACCMgCBO95JiCAAAII5ClA8D5PQJojgAACoRIgeJ8pXW9QzkVTofoeYbEIBE+A4H3w9pQVIYAAAggggAACzgkQvHfOlp4RQAABBBBAAAEEAiUgf7DEZ0iB2lQWgwACCCCAAAIIIICATQLy6wWC9zZx0g0CCCCAAAIIIIBAGAUI3odx11kzAgggYKsAwXtbOekMAQQQCLhAWVmZQcKcU7oCY8aMCfjTguUhgECgBQjeB3p7WRwCCCCAAAIIIGCzAMF7m0HpDgEEEEAAAQQQQCCoAvJHSgTvg7q/rAsBBBBAAAEEEEAAgXwE5NcLBO/zMaQtAggggAACCCCAQMgFCN6H/AnA8hFAAIH8BQje529IDwgggEB4BG644QZttnzu3Lk/4+u4wLe+9S2tz7p168LzDGGlCCAQPAGC98HbU1aEAAIIIIAAAgg4J0Dw3jlbekYAAQQQQAABBBAIlADB+0BtJ4tBAAEEEEAAAQQQQMBWAYL3tnLSGQIIIIAAAggggEAYBQjeh3HXWTMCCCBgqwDBe1s56QwBBBAIuMCaNWu0wfJnnnkm4Ms2vbwrr7xS65NMJk13QEUEEEDAcwIE7z23JUwIAQQQQAABBBDwsADBew9vDlNDAAEEEEAAAQQQ8JIAwXsv7QZzQQABBBBAAAEEEEDAWwIE7721H8wGAQQQQAABBBBAwIcCBO99uGlMGQEEEPCWAMF7b+0Hs0EAAQS8LdDQ0BCLxVTZ8okTJ3p71u7NrlOnTiocIQgduOfPSAgg4IQAwXsnVOkTAQQQQAABBBAIqgCvgYO6s6wLAQQQQAABBBBAwGYBgvc2g9IdAggggAACCCCAAAIBEiB4H6DNZCkIIIAAAggggAAChRE49dRThRDl5eWFGZ5REUAAAQT8L0Dw3v97yAoQQAABVwXmzJmjzZbPmjXL1Ul4dTCtDMF7r+4V80IAAbMCBO/NSlEPAQQQQAABBBBAQJII3vMsQAABBBBAAAEEEEDAlADBe1NMVEIAAQQQQAABBBBAIJQCBO9Due0sGgEEEEAAAQQQQMA2gZ/97GdCiEgkIoT44Q9/aFu/dIQAAgggECYBgvdh2m3WigACCNgg8O6772pvel9RUXHo0CEbevdzFy+++KI2eN+/f38/r4m5I4AAAhLBe54ECCCAAAIIIIAAAuYFCN6bt6ImAggggAACCCCAQKgFCN6HevtZPAIIIIAAAggggAAChgIE7w15OIkAAggggAACCCCAQBYBVaiD7H0WL04jgAACCOgJELzXU6EMAQQQQMBI4NJLL1W9GBFCVFdXG7UJ+rmjR4/27NlTy7J48eKgL531IYBAwAUI3gd8g1keAggggAACCCBgqwDBe1s56QwBBBBAAAEEEEAguALyR0ojRowI7hJZGQIIIIAAAggggAACCOgI7N69u3379tqLzGwv+dGPfqQzPEUIIIAAAggggAACCARdQL7dveoXbLL3Qd921ocAAgjYL0Dw3n5TekQAAQSCLrB27VrVKxEhRDQaDfq6jdY3e/ZsrUl5eXlTU5NRM84hgAACnhcgeO/5LWKCCCCAAAIIIICAhwQI3ntoM5gKAggggAACCCCAgJcF5E+VCN57eY+YGwIIIIAAAggggAACzgl06NBBe6mZXSVkipzbOHpGAAEEEEAAAQQQ8LLAggULIpGI/Ht1bW2tJElLly5VSm6++WYvT565IYAAAgh4TYDgvdd2hPkggAACvhDQfZ//yiuv9MXk7Z3kgQMHTj31VC1Ix44d9+/fb+9Y9IYAAgi4L0Dw3n1zRkQAAQQQQAABBPwrQPDev3vHzBFAAAEEEEAAAQRcFZA/WCJ47yo6gyGAAAIIIIAAAggg4BmB9Pvel5eXr127dn3a1zwTX6om06dPVy5f88wqmQgCCCCAAAIIIIAAAu4JaFP38thk793bA0ZCAAEEgiVA8D5Y+8lqEEAAAZcEvvrVryrv1acf3HvvvS7NwDPDDB8+PF1AOX7ggQc8M0cmggACCFgXIHhv3Y6WCCCAAAIIIIBA+AQI3odvz1kxAggggAACCCCAgCUB+fMkgveW8GiEAAIIIIAAAggggEAQBPbt26fc9/70009vaWmxvKr0KBG3u7fMSEMEEEAAAQQQQAABXwsod7YXQn3tSvovzNz33te7zOQRQAABNwUI3rupzVgIIIBAYATq6upKS0uVkLlyUFRU9OSTTwZmmVkXkkwmlbWnHwwcODCZTGZtTgUEEEDA+wIE772/R8wQAQQQQAABBBDwjoD6w0vvzIyZIIAAAggggAACCCDgKQH5UyWC957aFCaDAAIIIIAAAggggID7Avv27VOuObOQvU9PEBG5N7N9zc3NZqpRBwEEEEAAAQQQQMBHApnuda9agpLMJ3uvkuEhAggggICuAMF7XRYKEUAAAQSyChw9enTQoEHKO//pB7FYLGtzv1dobW395je/mb7q9GO/r475I4AAAooAwXuFggMEEEAAAQQQQACBrAIE77MSUQEBBBBAAAEEEEAAgX8JyJ8qEbzn2YAAAggggAACCCCAAAL53PdeyQ5p7+oJrK5AQ0ODbjmFCCCAAAIIIIAAAj4VMJm6lyQp/a9Wkb336XYzbQQQQMBNAYL3bmozFgIIIBAwgd27d5988snpgXPluKamJti3fB81apSyWNXBRRddFLCNZjkIIBBmAYL3Yd591o4AAggggAACCOQqQPA+VzHqI4AAAggggAACCIRUQP5sieB9SLefZSOAAAIIIIAAAgggkCawb98+a9n7pUuXKletcbv7NFGjw4aGhvXr1xvV4BwCCCCAAAIIIICArwSUv0VVW1ubdeJk77MSUQEBBBBAQBEgeK9QcIAAAgggYEHglVdeUd7AVx187WtfO3TokIU+vd9k69atqsUqD3v27BnUVXt/X5ghAgg4IUDw3glV+kQAAQQQQAABBIIqQPA+qDvLuhBAAAEEEEAAAQRsFpA/WCJ4bzMr3SGAAAIIIIAAAggg4FuBffv2KdeftbS0GK8jPS9E5N7YSnW2oaFBCHHDDTeoynmIAAIIIIAAAggg4DsB8/e6Vy1NyeoLwVUuKhseIoAAAgh8IkDw/hMLjhBAAAEELAn87Gc/U9721x7U1NQcO3bMUsdebHTZZZdp16iUvPbaa16cNHNCAAEE8hAgeJ8HHk0RQAABBBBAAIHQCfCRZOi2nAUjgAACCCCAAAIIWBOQP1sieG9Nj1YIIIAAAggggAACCARSwPx975WkEKn7XJ8JcvA+Go1y3/tc6aiPAAIIIIAAAgh4SsBy6l6SpF//+tfKb9Q333yzp9bFZBBAAAEEvCNA8N47e8FMEEAAAf8K/OIXv1BefSgpdOXgrLPOev311/27OmXmTz75pLIo7UGHDh2UmhwggAACgREgeB+YrWQhCCCAAAIIIICACwIE711AZggEEEAAAQQQQACBIAjInzMRvA/CXrIGBBBAAAEEEEAAAQRsEti3b5+Z7P3SpUuVC9dsGjlE3cjBeyFEZWVliJbNUhFAAAEEEEAAgcAJKNmV2tpaC4sje28BjSYIIIBA2AQI3odtx1kvAggg4JDAL3/5S+Utfe1BUVHR7t27HRrahW43b948fPhw7bqUko4dO/7xj390YSYMgQACCLgsQPDeZXCGQwABBBBAAAEEfC1A8N7X28fkEUAAAQQQQAABBNwTkD9hInjvnjgjIYAAAggggAACCCDgB4Gs2fulS5cqESNud29hS5XgvRB8omHBjyYIIIAAAggggIAnBBYsWKCkOCxPiOy9ZToaIoAAAiERIHgfko1mmQgggIALAqWlpcpLGO1Bu3btZs+e3djY6MJM7B1i/PjxygcW2nUJIXr06PHXv/7V3kHpDQEEEPCIAMF7j2wE00AAAQQQQAABBHwhwGVqvtgmJokAAggggAACCCBQeAH5AyeC94XfCWaAAAIIIIAAAggggID3BJT73gshWlpa5AkSubdlo9KD95WVlX68ltEWBzpBAAEEEEAAAQR8KvCzn/1MiXP07dt3RtrXkCFDzs72NXjw4LQW/zpUeuPPWvn0KcG0EUAAAecECN47Z0vPCCCAQAgFDhw4MGLECOUFSKaDyZMn79ixw+M+48ePj8VimZYgl0cikWQy6fGFMD0EEEAgHwGC9/no0RYBBBBAAAEEEAibAMH7sO0460UAAQQQQAABBBCwKCB/zkTw3iIfzRBAAAEEEEAAAQQQCLSA7n3v0+8bE+jV///i7r777t4OfPXq1Sv9csDPfOYzvXv33rRpUxhIWSMCCCCAAAIIIOB3gQULFqT/Vpz+e50txzfffLPfiZg/AggggICNAgTvbcSkKwQQQAABSZKam5tvvvnmrC9eYrHYpZdeeuzYMa+hHThw4L777uvXr1/WJXTp0uW5557z2vyZDwIIIGCvAMF7ez3pDQEEEEAAAQQQCLYAwftg7y+rQwABBBBAAAEEELBNQP4UiuC9baB0hAACCCCAAAIIIIBAsARU2ftf/epXyqVsIbkVZ/rdR5W1O3SwcuXKYD19WA0CCCCAAAIIIBBMAYd+G0zvNiS/bAfz+cGqEEAAAbsFCN7bLUp/CCCAAAL/EjATXBdCdOzYcfLkyRs3bkylUgWHO3r06Pjx44uLi9NfPWU6Hj9+/IEDBwo+ZyaAAAIIOC1A8N5pYfpHAAEEEEAAAQSCJEDwPki7yVoQQAABBBBAAAEEHBSQP38ieO8gMV0jgAACCCCAAAIIIOB/gb1796Zfu/ajH/3I/2syuwI3g/eXXHKJ2WlRDwEEEEAAAQQQQMCrAu3atZN/eZ42bZp2jnPmzBFCFBcXa09RggACCCCAgK4AwXtdFgoRQAABBGwR2LZtW/qb/1mP27RpM3bs2C1btrS0tNgyAYNODh8+vHbt2h//+McDBw7MOjGlQmlp6U033fT3v//doGdOIYAAAkESIHgfpN1kLQgggAACCCCAgNMCBO+dFqZ/BBBAAAEEEEAAgYAIyJ88EbwPyHayDAQQQAABBBBAAAEEHBOIx+NCiFgsFqrUvSRJbgbvI5GIYxtIxwgggAACCCCAAAIuCRC8dwmaYRBAAIEgCuzfv/+VV15RrSxT8D6ZTK5YsUJVmYcIIIAAAgjkKrBmzZoBAwYowXWTB23bth06dGhNTc3//u//JpPJXAc1qP/GG288/PDD1157bSwWMzkZpVo0Gn333XcNOucUAgggEDwBgvfB21NWhAACCCCAAAIIOCdA8N45W3pGAAEEEEAAAQQQCJSA/OETwftAbSqLQQABBBBAAAEEEEDAAYEpU6bILx8c6NvTXboZvBdCNDY2epqDySGAAAIIIIAAAghkEyB4n02I8wgggAAC+gKLFy/u3LlzcXHx888/n15DN3ifSqW+973vCSE2b96cXpljBBBAAAEELAikUqlly5Yp8fVcD+Lx+Nlnnz1z5swlS5Zs2LDhH//4h8k5tLa27tmzZ+vWrStXrpwxY0ZVVdVpp52W6+hy/Ugk8tWvfvWNN94wOTTVEEAAgcAIELwPzFayEAQQQAABBBBAwAUBgvcuIDMEAggggAACCCCAQBAE5M+fCN4HYS9ZAwIIIIAAAggggAACTgrcdNNN8ssHJwfxYt8uB++rq6u9qMCcEEAAAQQQQAABBEwLELw3TUVFBBBAAIFPBLZt26bkDEtLSz85IUna4H0ymZw0aZJcv6io6MYbbyzIH/JbsWLF/fffP2fOnMmTJ8+YMeMnP/nJf/7nf+7evTt98taODx06tH79+kWLFt19991TpkyZOnVqTU3NQw899N///d8NDQ3W+qSVEwJvv/32s88+W1NTU11d/R//8R+33nrrunXrbHk2bty48aGHHvrpT3/6veNfNTU1Cxcu3LRp09///ncnFkKfCCAgCzz77LNDhgxRfh7lc1BSUvK5z33ui1/84siRI8cf/5p8/Ovb3/72+PHjR44cOWLEiL59+0aj0XxGUdpeffXV27ZtYx8RQACBcAoQvA/nvrNqBBBAAAEEEEDAmgDBe2tutEIAAQQQQAABBBAInYD8KRTB+9BtPAtGAAEEEEAAAQQQQCBHAYL3yjV8J5988o/z/jLI81dWVtpygXKOO0x1BBDITaCurm7cuHEtLS25NaM2AggggEAIBAjeh2CTWSICCCBgp0D37t2V9xyUg9LS0lWrVsnDqIL3yWRSqZZ+cOGFFx48eNDOmX26r507dxq8m5E+E/n43HPPff755z/dR8ZHH3zwwU9/+lNtJ5lKIpHIhAkT3nrrrYw92nSitrZWO4eqqirz3Stvqan6qaioePPNN437+fDDD1Wt5IfRaPT99983buvc2V27dl1xxRWRSER3bkph586df/GLX7S2tpqZyeHDh++7776c8rcXXnjhn//8ZzOdUwcBBKwJ3H333WeeeabyTe3Bg6KioqVLl3700UfWFkgrBBBAIDACBO8Ds5UsBAEEEEAAAQQQcEGA4L0LyAyBAAIIIIAAAgggEAQB+bMxgvdB2EvWgAACCCCAAAIIIICAkwLKVcJODuLFvrXXlA8aNCj/idbX1xtcqsh97/MXpgcEHBWoq6s7+eSThRBk7x11pnMEEEDApwIE7326cUwbAQQQKJRApvcHiouL5eB6evA+lUp973vf021SUlJy6NAhh1YxduzYnELRygy/853vZJ3S5MmT27RpozQxf3DCCSdk7TzPCnkG7+fMmZNpOW+88UbWuS1ZsiRT8zvvvDNrcycqPPfccx06dMg0K2358OHD9+/fbzyT6urq9u3ba9tmLYnFYslk0rhzziKAQJ4Cf/nLX7p27Zr1+9HlCr17977rrrv27NmT5+pojgACCARDgOB9MPaRVSCAAAIIIIAAAu4IELx3x5lREEAAAQQQQAABBHwvIH/6RfDe9xvJAhBAAAEEEEAAAQQQcFiA4L1y7aALwftoNOrwftI9AghYF1BS9/I/C+PGjbPeFy0RQAABBIIoQPA+iLvKmhBAAAEHBYqKipT3HFQHpaWlkiQpwftkMjlp0iRVHeXhRRdd5NwslVEsHGQNRlroU2ly1VVXHT161LmF5xO8f+CBB5R5qg7atWtnZs6jR49WNVQe9unTx0wPttfJeqN7ZYbKwWmnnWY8DaWmhYNLLrmksbHRuH/OIoBAngKtra2bNm265ZZb+vXrZ+H71MYmpaWlVVVVO3fuzHNFNEcAAQQCJkDwPmAbynIQQAABBBBAAAFHBQjeO8pL5wgggAACCCCAAALBEZA/4iJ4H5wdZSUIIIAAAggggAACCDgjQPBeuUDQheC9EIKb3jvzRKZXBPIVkG90r/yDIB9w3/t8WWmPAAIIBEuA4H2w9pPVIIAAAo4LPPjgg6qXGOkPi4uL+/btm16S6di5291Lkk8MyAYAACAASURBVJRpUJPlX/nKVwwcTXZiUG3+/PkG/edzynLw/oUXXtCdcHFx8QsvvGBmSvfcc49uD0rh9OnTzfRjV51EIqH8kqPMweTBN77xDYNpmOzEoNrMmTMN+ucUAgg4IbB8+fJZs2aNHDkyHo8bfHvmc6p9+/azZs1avnz5Bx984MQS6BMBBBAIjADB+8BsJQtBAAEEEEAAAQRcECB47wIyQyCAAAIIIIAAAggEQUD+lIvgfRD2kjUggAACCCCAAAIIIOCkAMF75RpBd4L30Wh0/fr1Tm4pfSOAQM4CiURC+adAdTBv3rycu6MBAggggEBABZRM2rRp07RLnDNnjhCiuLhYe4oSBBBAAIFwChw4cMDgpvdCiGg0qnoBovvQUT3dEXMq/O1vf5tphjn1o1u5Xbt2Bw8ezNR/PuXWgvf/9V//1aZNG+1UY7HYk08+aXI+55xzjraH9JIuXbq0tLSY7C3/asOGDUsfPdfjZ599NtMccu1KW7+4uPjtt9/O1D/lCCDgqEBLS8vy5cvnzZs3adKk8vJy7Xeo+ZLKysqqqqrp06evXbt29+7djk6bzhFAAIEgCRC8D9JushYEEEAAAQQQQMBpAYL3TgvTPwIIIIAAAggggEBABOSPuAjeB2Q7WQYCCCCAAAIIIIAAAo4JELxXLhB0J3gvhKisrGxsbHRsS+kYAQRyE6irq9O93b0QoqqqqqmpKbfuqI0AAgggEFwBgvfB3VtWhgACCDglMGrUKOVtB8sHTk3ueL8Gs2rbtm3//v1PP/10JfCjW/nUU09tbm7WnaRufbmwpKSkX79+Z599dqaXY0rbOXPm6HaeZ6GF4P2f/vSnTBSPPvqoyfls27ZNWZrBwQsvvGCywzyrPfXUUwbTmDBhwuTJk6+99toLLrggU7UePXpYeAIUFxefffbZ55xzzuc+97lMPcvl06dPz3ONNEcAAVsEjh49+v777y9fvnzRokW33XbbjTfeOHLkSO3376RJk6677rqamprHH3981apV27Zt27Nnjy0ToBMEEEAghALKL58hXDtLRgABBBBAAAEEEMhVgOB9rmLURwABBBBAAAEEEAipgPz5FsH7kG4/y0YAAQQQQAABBBBAwLTArFmzio9/mW4RkIozZsxQXRfoWvBevqldQBxZBgI+FzDIeFRVVfl8cUwfAQQQQMBmAYL3NoPSHQIIIBACgaw3vVe9NaF9ePHFFzvqpIxYUlJyxRVXrFu3LpVK6Y741ltv9ejRQ6mffnD99dfrNlHqRCKRCy644Le//a1uNbnwiSeeiEajShPlIBqNGrSyfCrX4P0pp5yiTEl1cOedd5qfhsGL0PRu27RpY77PfGqmD6ocjxw58ujRo9puN23aVFpaqlRTDgYPHqytLEmSUkEI8eUvf/nxxx//6KOPdGtKkvTiiy+WlJSkN1GOMzWhHAEECivw9NNPK9+nykFLS0thZ8XoCCCAQJAECN4HaTdZCwIIIIAAAggg4LQAwXunhekfAQQQQAABBBBAICAC8sdaBO8Dsp0sAwEEEEAAAQQQQAABxwR++9vfyi8fHBvBox0XNngvhOCm9x59ZjCtMAnU1dUplwWrDrjXfZieCKwVAQQQMCtA8N6sFPUQQAABBNIE8rzp/ZIlS9I6s/9QeSm0c+fOrL2/9dZburnrXr166bZVOn/ttdd0K6gKp0+frjRJP1BVs+VhTsH7/fv3p88n/fiWW27JaT7pbY2Pc+rWcmXdOezbty9Th/PmzdNtoltfqbl27VrdCqrCO+64Q2mSfqCqxkMEEPCIAMF7j2wE00AAgQALELwP8OayNAQQQAABBBBAwHYBgve2k9IhAggggAACCCCAQDAF5I+iCd4Hc3dZFQIIIIAAAggggAAC9gkQvFcu5HXujvf9+vVTRlEOqqur7dtGekIAgZwF6urqMt1pkNR9zpo0QAABBMIhQPA+HPvMKhFAAAGbBR588EHlrYBcD0pKSg4dOmTzhD7d3ciRI8eOHfvyyy9/ujjjo0mTJmlX0bZtW90GI0eOvOCCC5544gnds9rCN954Q9u5EI5cMmo+eN/Q0NC/f3/diVl4b0e3H91CrY/tJalUKtehjx49ar7JyONfCxcuNDnz+vp6852b7JNqCCDgnADBe+ds6RkBBBCQBQje80xAAAEEEEAAAQQQMC/gyLuo5oenJgIIIIAAAggggAACfhGQP5MmeO+X/WKeCCCAAAIIIIAAAggUSsBfwftx48bNnDlz69at+XO5ecf72267TXvdcDQaXb9+ff4LoQcEELAgYJC6F0I0NTVZ6JMmCCCAAAKBFyB4H/gtZoEIIICAEwIHDhzQvidgsuSiiy5yYkr59Lls2TLdyefTp9I2k5VSwcYDk8H7jz76aNiwYbpLFkKkUqmcpvThhx9m6kpb/t577+XUuYXKf/7zn7XjZv1LBxaamJxbMpl0rnOTc6AaAgiYFyB4b96KmggggIA1AYL31txohQACCCCAAAIIhFOA4H04951VI4AAAggggAACCOQsIH8mTfA+ZzgaIIAAAggggAACCCAQMgEfBe/37Nmjuvq2srLSwr3F5B12M3h/++23z5s3TzV5+aHl+YfsecpyEbBTINON7oUQ3OveTmj6QgABBAInQPA+cFvKghBAAAGXBHTfEMha6MLt7i2s/6WXXtKduYWutE0effRRbeedO3fW1sy/xEzwPlMOXAhx4YUXNjc35zqNCy64QLvAe++994orrtCW9+7dO9f+c61/7bXXasedMmWKcT+xWEzbypa/kvn8889rey4tLTWeD2cRQKBQAgTvCyXPuAggEB4Bgvfh2WtWigACCCCAAAII5C9A8D5/Q3pAAAEEEEAAAQQQCIWA/Jk0wftQbDaLRAABBBBAAAEEEEAgDwEfBe8vv/xy7dW3Qgg5fr9x48acGFwO3ieTySFDhmjnz33vc9o1KiOQv0BdXZ32O1EuIXWfPy89IIAAAsEWIHgf7P1ldQgggIBzAkVFRZlehnxcHvn44JP/evB295IkLV68+JMpfnwUi8Xy12tubj777LM/7vKT/1555ZX5d67twUzw/vrrr/9kHmlHX/nKV5qamrR9Gpf87W9/00bWi4qK9uzZs3LlyrTuPzl8/fXXjfvM8+ywYcM+Gezjo/vuu8+42169en1c95P/PvXUU8atsp5NpVJDhw79pMePj8aMGZO1LRUQQKAgAgTvC8LOoAggECoBgveh2m4WiwACCCCAAAII5ClA8D5PQJojgAACCCCAAAIIhEVA/iSa4H1Y9pt1IoAAAggggAACCCBgVcAvwfvf//73H19wm/G/M2fONH9/LZeD95Ik7dixIx6Pa2dfWVlpdfdohwACuQkkEolMt7sndZ8bJbURQACBUAoQvA/ltrNoBBBAwAaBUaNGad8NEOK6tMJvph3//+GSJUtsGNvuLnSz6Kecckqe4xw7dmzixIlaBCFErn9p0eRMsgbvf/zjH+vORwjR2NhocpT0avPmzdN2OHr0aEmSWlpaunTpoj17ww03pPdg+7HuC+Q1a9YYDzRu3DjtVOfOnWvcyvhsa2vr1KlTtd0KIZ599lnjtpxFAIFCCRC8L5Q84yKAQHgECN6HZ69ZKQIIIIAAAgggkL8Awfv8DekBAQQQQAABBBBAIBQC8sfSBO9DsdksEgEEEEAAAQQQQACBPAR8Eby/9dZbdS+9NSisrKysrq42uDjb/eC9JEnJZFJ3zuvXr89jD2mKAAKmBLp166b7DSiEqKqqMtUFlRBAAAEEwi1A8D7c+8/qEUAAAesCBw4c0Lvp/WghJCFmC/GqEFHtqxXr4znWcs2aNdp5CiFqa2tNjvnWW28t/Pjrjjvu+OdbN1/5yld0+xRCdOnSZdeuXSZ7zrWaQfB+8eLFkUhEd1ZnnHHG/v37cx1LkqStW7dqO2zbtq2S4X/ttde0FYQQK1assDCcmSZbtmzRHfHgwYPGzW+77TZtwyFDhhi3Us5+vP8L58yZM3369Ax/luJfI7Rv337Hjh1KQw4QQMBrAgTvvbYjzAcBBIInQPA+eHvKihBAAAEEEEAAAecECN47Z0vPCCCAAAIIIIAAAoESkD/tJngfqE1lMQgggAACCCCAAAIIOCDgi+D9smXLYrGY9qJeMyWZ4vcFCd5LkpTppvfKldYObDJdIoCAlEgkMv2Lwb3ueX4ggAACCJgUIHhvEopqCCCAAAJaAb10cZEQ+49n7/8Zv9f50nZS2JJUKvWlL31JO9FIJPLOO++YnNsTTzyh7UG3JB6Pb9iwwWS3FqoZBO/1/krCv+Z42mmn1dfXWxhLkqTvf//72mV+85vfTO+tR48e2joTJkxIr2Pj8UsvvaQdLhqNJpNJ41EeeOABbcPTTz/duJVyVttWt+SEE05Yvny50ooDBBDwoADBew9uClNCAIGACRC8D9iGshwEEEAAAQQQQMBRAYL3jvLSOQIIIIAAAggggEBwBOTPpwneB2dHWQkCCCCAAAIIIIAAAs4I+CJ4L0nSY489Fo3q3P9N99pcbWHPnj1nzpyZTlio4L3uhd1CiOrq6vTpcYwAAjYKJBKJTLe7J3VvozNdIYAAAoEXIHgf+C1mgQgggIBzAg8++KD2zQohHsoUvC8pKXFuMtZ6XrRokd4SxNChQ813aD54v2nTJvPdWqip+/5MVVXV2rVrdZf52c9+1vzfF9DOR/c16Ysvvphec/bs2dqh4/F4eh0bj3/3u99ph+vYsWPWIZYtW6ZtePLJJ2dtKFfQttUtUeGY7JxqCCDgpgDBeze1GQsBBMIpQPA+nPvOqhFAAAEEEEAAAWsCBO+tudEKAQQQQAABBBBAIHQC8ufTBO9Dt/EsGAEEEEAAAQQQQACBHAX8EryXJEn3ul7da3MzFVZWVlZXV2/cuFGSpEIF75PJ5JAhQ7QzjEaj69evz3H3qI4AAtkFDFL3QoimpqbsXVADAQQQQACB4wIE73kiIIAAAghYFjhw4IDefdRHHw/e79G+S3DxxRdbHsuhhm3bttXOUwjxzDPPmB/RZPB+2LBh5vu0VlM3eP/5z3++rKxMd5lvvvmmtYHkVto+KyoqWlpa0vusq6vTVhPCqStmdffipJNOSp+S7rFu1LZDhw66lbWFumtUFQ4YMEDbkBIEEPCagO6/Bqp/2bw2Z+aDAAII+EuA4L2/9ovZIoAAAggggAAChRVw6m3Ewq6K0RFAAAEEEEAAAQQQsF1A/nCa4L3tsHSIAAIIIIAAAggggEDABHwUvJez97FYTHUxrl0PBw0alP/m1tfXa+dz++23q3rWvbzbuWupVaPzEIHwCOjeVFD+JuVe9+F5Gvh0pW+++WZpaWlFRYVP58+0EQikAMH7QG4ri0IAAQRcE8h80/vzVe8klJSUHDp0yLWJZR3o2LFjw4YNU01SCBGLxV555ZWszdMr6Ia9tT0LIZ5++un0hunH999//2k5fl133XXpPUiSlOmdGd3JXHXVVarmOT1sbGzUdvvaa69pO9FWE0K899572pqPPPJIjganffvb307vZ/78+drhvvCFL6TX0T1+6aWXtA2FEEePHtWtryrUbastfOSRR1QNeYgAAl4TIHjvtR1hPgggEDwBgvfB21NWhAACCCCAAAIIOCdA8N45W3pGAAEEEEAAAQQQCJSA/OE0wftAbSqLQQABBBBAAAEEEEDAAQF/Be8lSXrsscei0aj2etz8S9wM3ieTSd0Jc9N7B57jdOmgwDvvvLNhw4ann376jjvuqDn+VV1d/YMf/KCmpmbmzJmPP/74Cy+8sGXLFgdnYNh1IpHQ/UYTQpC6N5TjZOEF5NS9/ARuaGgo/ISYAQIIHBcgeM8TAQEEEEAgH4EMN70/Vwj1uxwXXXRRPgPZ27alpeXrX/+67murm2++OdexzAfvhRC33nqrbv933HGH7nwMCi+55BJVVzkF7/P8U4mLFy/Wzk01H/lhUVGRtubcuXO1le+9915tTeOSUaNGpfczd+5cbf1evXql19E9XrdunbahEOIf//iHbn1VoW5b3cLvfe97qVRK1ZyHCCDgHQGC997ZC2aCAAJBFSB4H9SdZV0IIIAAAggggIATAgTvnVClTwQQQAABBBBAAIEACsgfThO8D+DWsiQEEEAAAQQQQAABBGwV8F3wXs7e616Pe7zwM0J0znzW6MzJJ5+8devWPHVN3vFekqR4PK6dTWVlZWNjY55zoDkCzgmkUqklS5b84Ac/GD169CmnnKJ9DuuWdOjQ4dxzz7366qvvuece1yLEiUQi0+3uSd079wyhZ7sESktLle+miooK175x7Jo//SAQVAGC90HdWdaFAAIIuCYwatQo5dc8g4MlS5a4NiXjgVpbWydOnJhpqseOHTNurj2bU/BeCPHzn/9c20lBgvdPPfWUdiYmS3T3XbftmDFjtNpnnHGGtnL+wXvdPz1w+umna8dSlaxevVo7SSHERx99pKqp+1C3babCTH98QbdnChFAwGUBgvcugzMcAgiEUIDgfQg3nSUjgAACCCCAAAKWBQjeW6ajIQIIIIAAAggggEC4BOQPpwneh2vXWS0CCCCAAAIIIIAAArkLKMH7Il99xWKxTJfkChER4udCtAqxUYjqzNWMzlRWVlZXV2/cuDFXUfPB+2QyOWTIEO0kotEo973PlZ36Dgk0NzevXLnyu9/97kknnaR9ruZZUlRU9OUvf7m2tva9996zff6ZIvfyve5tH44OEbBRIP1e9+nfZRUVFTaOQlcIIGBNgOC9NTdaIYAAAggoAgcPHkz/HU/3+OKLL1bqF/YglUrpzlAIUVZWtnnzZrum9/vf/37q1KklJSW6w33pS19SDVSQ4L0QolOnTjt27FBNJuvDn/70p9p1nXvuuX/X+9q1a5fuH2qsrq5WDZR/8P7xxx/XTuyzn/2saiDtw2effVbbsKysTFvTZMm6detuvPHGtm3barsVQvTu3dtkP1RDAAGXBQjeuwzOcAggEEIBgvch3HSWjAACCCCAAAIIWBYgeG+ZjoYIIIAAAggggAAC4RKQP5YmeB+uXWe1CCCAAAIIIIAAAgjkLrBly5apU6c6karVvVjWrcKIENLH/3tEiA6Wx831OnLzwXtJknbs2KF7OTX3vc/9iUwL+wVeffXVTp06Wf7eMd8wEoncf//9hw4dsmsNiUQi0+jc694uZPpxSGD79u3p97pXPZOPHDni0Lh0iwACJgUI3puEohoCCCCAgIGA6nc87UOP3O4+lUrdcMMN2ukJIdq0aePEXwx86623evTooTuiyrNQwXshRGVl5Z49e1TzMX7Yt29f3UXlVFhRUdHc3Jw+UP7Be93EbJcuXdJH0T3+zW9+o518165ddSubL6yvrz/nnHO0PQvBNcPmFamJgKsCb7zxxtTjX18+/jVhwoSpU6cmk0lXJ8FgCCCAQKAFCN4HentZHAIIIIAAAgggYLMAb6LZDEp3CCCAAAIIIIAAAkEVkD+TJngf1P1lXQgggAACCCCAAAII2Ctw3nnn6V7Y6tvCa4+n7ncJMV+IqIVVlJaWjh07dvHixbk65xS8lySptrZWd3raW5nlOhPqI2BZ4L777jvzzDN1n5nOFbZp0+bqq6+2PGelYSKRyHS7e1L3ihIHnhUwSN0LISoqKhoaGjw7eSaGQBgECN6HYZdZIwIIIOC0gPGrqpKSEhv/KpnltbS2tk6aNCnTVFetWmW5Z+OGf/3rX3UHVbVyOnj/ta99LRaL6c5ECNG/f3/VfAwebtmyJVM/uZY///zz6QPlH7xfuXKldg5t27ZNH0X3+MEHH9Q2/PznP69bOafCXbt2aXsmeJ+TIZURKIiA/J37wAMPFGR0BkUAAQQCLEDwPsCby9IQQAABBBBAAAHbBQje205KhwgggAACCCCAAALBFJA/2SJ4H8zdZVUIIIAAAggggAACCNgtsGvXrjpffbVt21b3StzjhdcK8b4Q51mO3C9evNhysjHX4H0ymRwyZIh2LdFo1O5Npj8EsgscPnx4/vz52iekayXnnXfe8uXLs080Qw2D1L0QoqmpKUM7ihHwhMCbb76Z9XuN7L0ntopJhFiA4H2IN5+lI4AAArYJFBUVGfzWd/HFF9s2Uh4dXXzxxZkmWVRUlEfH2Zvqjqtq5nTwPpVKLVy4UHcmcmFLS4tqSpke3njjjQb95HTq8ssvTx8l/+D9q6++qjuBo0ePpg+kPZ47d6624bnnnqutaaFE27MQorW11UJXNEEAAdcE5O9cgveugTMQAgiER4DgfXj2mpUigAACCCCAAAL5CxC8z9+QHhBAAAEEEEAAAQRCISB/skXwPhSbzSIRQAABBBBAAAEEEAiTwIYNG5TIk+7FuJYLBw0alD9krsF7eUTdOXPT+/y3gx5MCjQ0NNx00026z0OThaeeemr/419DhgyRD3r37m2cJ8na85o1a0zOX66WSCQy9cm97nOSpLL7Am+++abxve5Vz+2Kigr3J8mICCAgSZLyW+i0adO0IHPmzBFCFBcXa09RggACCCCAgCKge7dw5fe9gt/u/m9/+1vfvn2V+aQftGnTZsWKFcpCHDpIH1E53r17t+3D1dbWKv0rB2eeeaYSO0+lUtdcc41ySnXwk5/8JOuUVq1apWqV58OHHnoo66A5VVCiXOkT27p1q3En3/zmN9Pry8e33HKLcSuTZ7U9CyG2bdtmsjnVEECgIALydy7B+4LgMygCCARbQPltLdjLZHUIIIAAAggggAACtggQvLeFkU4QQAABBBBAAAEEgi8gf7JF8D74O80KEUAAAQQQQAABBBAIk8DGjRvLysp0r8HNv7CAwfvzzz9fO/9oNLp+/fowbS9rLYzA0qVLTzrpJO0z0KDkM5/5zPDhw6urq1evXv3WW28psQTtAvbv3//HP/5x7ty5l19++RlnnBGLxQy61Z6aOHGiyXyFwb3uSd1r94USTwnkmrqXv1MaGho8tQomg0BIBAjeh2SjWSYCCCCgK7Bz587X7fhas2aNwSsjO0bQ7+Pdd9/VXVd6YSKROPXUU7UvzeSSjRs3pld26Fh39KxRcAuT0Q3eV1VVpXfV3NysOx8hRCQSefTRR9Mra4+/9a1vZWpurXzo0KHaUfIpGThwoHYmv/71r4377Nevn7ZVVg3jPpWz2p6FELn+YT6lNw4QQMAdAfk7l+C9O9qMggACoRIgeB+q7WaxCCCAAAIIIIBAngIE7/MEpDkCCCCAAAIIIIBAWATkT7YI3odlv1knAggggAACCCCAAALhELArdT927NjRo0erruUtYPA+kUjE43HVfIQQlZWVjY2N4dhbVlkYgREjRmifeJlKTjrppKuvvvrNN99MpVLWpnv48OHZs2cPGTKkqKgo0yiq8vbt27e0tBgPR+re2IezHhcwuNd9PB6PRqOqbwr5Ybdu3Y4cOeLxpTE9BIInQPA+eHvKihBAAAHzApdeeqnuL2Z+KcwaXX7llVfKy8szLadr167mrfKpqTuBHTt25NOnblszwXtJkvr37687JSHECSecoNuzUti2bdtMba2VR6NRpXNbDiZOnKidycyZM407130Js2nTJuNWJs9q5yOEePnll002pxoCCBREQP7OJXhfEHwGRQCBYAsQvA/2/rI6BBBAAAEEEEDAXgGC9/Z60hsCCCCAAAIIIIBAYAXkT7YI3gd2g1kYAggggAACCCCAAAIhE8jzXvelpaVjx45Nvz/wjBkzVNfyFjB4L0lSMpnMdN/7kG01y3VDYMeOHWeffbbqW0D7sLy8/Pvf//5f/vIXh+b04YcfLlmyZNiwYdqhVSVFRUVz5szRnUa3bt1UlZWHqnsV6janEIECChjc6z4ej9fV1clzy5S9F0JUVFQUcP4MjUAIBQjeh3DTWTICCCCgCPg3eF9WVlZfX68sRPdg7ty5yisp1cFZZ521e/du3VZOFKpGlx86MZDJ4L0kSYlEonPnzroT++ffp3v33XczTU+3yeumv3SbZxrLWvm6deu0oxQVFRn3pm0ihG2X9ep2/sEHHxhPibMIIFBYAfk7l+B9YXeB0RFAIJACBO8Dua0sCgEEEEAAAQQQcEjAtnfoHJof3SKAAAIIIIAAAggg4BEB+ZMtgvce2Q6mgQACCCCAAAIIIIAAAvkIbNiwwfJdwi677LJly5Zp7xvvteC9fCW37uXF2snng0lbBCRJUnKDuk85ubBv375Hjx51h2vq1Km6d8xTTW/fvn2q+SQSCVUd5WFVVVVTU5OqPg8R8I6AQepeCKGk7iVJWrlypUH2Pv1vynhndcwEgaAKKD9Ap02bpl3jnDlzhBDFxcXaU5QggAACCARA4JJLLlFebvjrYN68eQb+zc3N3/nOdzKtaMiQIX//+98Nmhucmjdv3uzZs/fs2WNQR3Vq9+7dujNRVbPlofngvSRJr776qu7EhBC9e/fWJdq1a5duE/OT122+efNm8z1krdnU1KQ7inFDk00eeOCBW2+91eAPE2hHaWhoMNm5ti0lCCBQQAH5O5fgfQG3gKERQCCoAgTvg7qzrAsBBBBAAAEEEHBCgOC9E6r0iQACCCCAAAIIIBBAAfmTLYL3AdxaloQAAggggAACCCCAQPgErrvuOt3rbg0K4/G4HLnPpOXB4L0kSboruv766zOtgnIEchVoamqqrq7WfaYpheecc87ixYuTyWSunedT/5+h+lmzZilz0D2oqKh46aWXlFESiUSm292TuleUOPCsgMEfm4jH46ppG2TvKyoqyN6ruHiIgHMCBO+ds6VnBBBAwOMCH374YXFxse7rFO8XNjc3G/COGDHCYAn5/Dmz008/XQhRVlY2d+5cgwkop1pbW7/2ta/pTkapY+NBTsF7SZJisZju3IQQX/7yl7UTu+uuu7T1u3fvrq2ZqaSoqEjbg+3vEWmHEEK0tLRkmtWKFSt0m2jrn3feeUKIeDx+4sQzkgAAIABJREFUyy23aM9qS1Kp1JVXXmmyc21zShBAoIAC8ncuwfsCbgFDI4BAUAUI3gd1Z1kXAggggAACCCDghADBeydU6RMBBBBAAAEEEEAggALyJ1sE7wO4tSwJAQQQQAABBBBAAIFQCjzyyCO6l96mF44dO3bx4sWHDx82I+TN4H0ikYjH4+mLko8rKyu5772ZbaWOgcDrr79eUVGhfXYpJV27dl28eHEqlTLoxIVTu3fvznSpvTLVq666KlPkXghRVVXlwjwZAgHLAtu3b8+Uuo/H4+n3ulcNYXDf+/LyclVlHiKAgBMCBO+dUKVPBBBAwOMCBw8e7Nixo/JixHcHEyZMMBAeMGBAphUNGDDgrhy/jh49mj6WHLxX+o9Go1VVVVu2bNH+lbe77rqre/fuSk3VwaBBg9K7tes41+C9JEkzZ85UzU15eNNNN6VP7E9/+pNyKv1g69at6dWMjx977LH0tsrx8uXLjRvmdDbTGwW33HKLakO3bdvWp08fZRrpBzNnztQOKgfvlWqRSGTYsGG1tbXaVP/Pf/7zHj16KDVVB6effrq2c0oQQMBTAvK3LcF7T20Kk0EAgWAIELwPxj6yCgQQQAABBBBAwB0BgvfuODMKAggggAACCCCAgO8F5E+2CN77fiNZAAIIIIAAAggggAACCBwXSKVSQ4cOVV16Kz/MenN7XUJvBu8lSdK98lsIYfs9zXRZKAywQPv27XW/g+TCaDR66NAh7yx/3bp1BrM1OMW97r2zicxEV8AgdS+EMEjdS5JkcN97IQT3vdcFpxABewUI3tvrSW8IIICAXwQWLFhg8BrEy6fKysrq6+sNnM8880wb5696UakK3isDdejQYfDgwRdeeOHkyZMvueSS0047TTmlPYhEIps2bTJYguVTum+/GP8dt1QqdfXVV2snKZfMnz9fmYz2TSchxJlnnqlUMHPQ0NCg+8cZv/GNb5hpbrLOT37yk0wr6tat2/333//kk08uWbJk7ty5mf4QWGlp6Z49e7TDqYL3yihlZWWDBg0aO3bsddddd+mll/bs2VM5pXvw3HPPaTunBAEEPCUgf/MSvPfUpjAZBBAIhgDB+2DsI6tAAAEEEEAAAQTcESB4744zoyCAAAIIIIAAAgj4XkD+ZIvgve83kgUggAACCCCAAAIIIIDAxwI7duxQXYBbWlo6duxYk7e4/7ib//+v9hpoW26hVl9fr5qkEOL2229XjW7wMJlMnn/++dpOotHo+vXrDRpyCgEDgd/85jfaJ5VSMnDgwC1bthg0L8ip22+/vbi4WJmkmQNS9wXZKQbNSSDTve6FEPF4PGtXBtn78vJysvdZAamAQJ4CBO/zBKQ5Aggg4FOB1tbWfv36aV+SlJeXv53HVywWU/ocOXJkHj29vXDhQqWr9IN58+YZmxckeJ8+w6zH9obM0zUsBO8lSWpubq6qqtKddjQafeqppyRJamlp6dq1q7bOnDlz0idg5nj8+PHafkpLS1V/48BMV5nqNDY2nnTSSdpRzJfo3u5ekqRMwXvzPQshuNoh08ZRjoCnBOTva4L3ntoUJoMAAsEQIHgfjH1kFQgggAACCCCAgDsCBO/dcWYUBBBAAAEEEEAAAd8LyJ9s8VG07zeSBSCAAAIIIIAAAggggECagHJt7mWXXbZs2bLGxsa0k7kdejZ4L0lSIpHQvadZZWVlboukNgLHBRYsWJDpxnSRSOTGG29sbm72JtUf//hH45sfKv8myAdNTU3eXAizQkAW2L59u+pJqzyMx+PGt7tXDMneKxQcIOC+AMF7980ZEQEEEPCIwObNm5Xf3NIP8pneqFGjlK6WLFliuatjx4716tVL6Uo56N27d9bXeh4P3vfs2fODDz6wLGPc0FrwXpKkxsZGBVl1EI/HN23a9OKLL6rKhRCRSOSdd94xnpL27DPPPKPtSgixaNEibWXLJcuWLdMdxUzhF77whQ8//FB36PyD95/97Gfr6+t1O6cQAQQ8JSD/c0Hw3lObwmQQQCAYAgTvg7GPrAIBBBBAAAEEEHBHgOC9O86MggACCCCAAAIIIOB7AfmTLYL3vt9IFoAAAggggAACCCCAAALOCHg5eC9JUjKZ1L2+mZveO/N0CHKv6TdRVD2pBg4c6IuVL168WPdPUaQvh3vd+2IrwzzJ7du3Z7rXvfnIfTpgpr+mIYQoLy9Pr8kxAgjYKEDw3kZMukIAAQR8J9CpU6f01yDy8ejRoy0v5ODBg0VFRXI/ljuRJEn58ZQ+vQkTJpjp08vB+//5n/8xswTLdSwH7+U/mNi5c+d08PTjNm3apD+Uj++77z5rU/3ud7+r7S0SiVjrLVOr5uZm7ShZS0pLSzN1mP8d7zds2GDQOacQQMBTAvI/FwTvPbUpTAYBBIIhQPA+GPvIKhBAAAEEEEAAAXcECN6748woCCCAAAIIIIAAAr4XkD/ZInjv+41kAQgggAACCCCAAAIIIOCMgMeD95Ik6SaNKysrGxsbnSGh1wAKrF27NtOF8ldccUXWmx96R+QPf/iDcoWZdkWjR4/mXvfe2SxmohUwSN0LIUze6F7VrcF974UQDQ0Nqvo8RAABWwSUZOO0adO0Hc6ZM0cIUVxcrD1FCQIIIIBAAAQWLFigfTEihFi+fLnl1Sk3vbfcgyRJurMyeZ9wR4P3s2fP1p2bmcJRo0blY2KmbT7Be0mSXn31Vd2AfabV7du3z8ystHVefvll3T61NfMsmTx5su5AmQorKirWrl1rMOj8+fMztc1a/m//9m8GPXMKAQS8JiB/UxO899q+MB8EEAiAgPKxSADWwhIQQAABBBBAAAEEnBYgeO+0MP0jgAACCCCAAAIIBERA/mSL4H1AtpNlIIAAAggggAACCCCAgN0C3g/e614CLoS4/vrr7cagv2AKbNu2rUOHDrqXs1dXVyeTSR8tO5FIVFRU6K5FCDFhwgR/LcdH8kzVFoFM97oXQsTjcctDGGTvy8vLyd5bhqUhAgYCBO8NcDiFAAIIBF4gmUwOHDhQ+6qke/fuR44csbb8Bx98UAhRUlJirfk/byq+evVq7ZSEMHuNpaPBe0mSnnjiiaFDh0ajUd1J6hZWVlY+/vjjqVTKsonJhrrvulRVVZlsLknSc889p7sE3ULz3apqtra22tuhqv/0h7/5zW8+97nP6Q6nKhw3btzf/va39La6x08//fTo0aNjsZiqucHDbt26/eIXv2htbdXtkEIEEPCmgPxNTfDem7vDrBBAwNcCBO99vX1MHgEEEEAAAQQQcFnA7JvCLk+L4RBAAAEEEEAAAQQQ8JqA/MkWwXuv7QvzQQABBBBAAAEEEEAAAY8IeD94L0lSIpHIdN97jzAyDW8KHDt2bMCAAboXssdisUcffdSb0840q27duumuJb0wEok888wzmXqgHIFCCRjc6z4ej+/cuTP/iRmkmMrLy/Pvnx4QQCBdgOB9ugbHCCCAQDgFrrnmmvRXIvJxPsn5UaNGLVmyxBrmnXfeqZ2MEGLNmjXWOnS61Z49e+6+++5JkyZ9/etfHzly5DnnnDN8+PCvf/3r99577+bNm1taWpyeAP2bFHj77bcXLVpUXV09ePDgs846q3///kOHDp01a9aqVass/5kJSZIOHDjw8ssvT548edy4cfITYOjQoZdeeum8efP+8Ic/HDt2zOT0qIYAAl4TkH8YEbz32r4wHwQQCIAAwfsAbCJLQAABBBBAAAEEXBMgeO8aNQMhgAACCCCAAAII+FtA/mSL4L2/d5HZI4AAAggggAACCCCAgGMCvgjeS5Kkewc28zevc8yPjj0tUF1drZu+iEQiixYt8vTUNZNLJBK6a9EWdujQQdOaAgQKKWCQuhdC2JK6lyTJ4L73Qgjue1/IZwBjB1GA4H0Qd5U1IYAAArkJHDx4UPtiJJ8X6Y8//vihQ4dym8Tx2rt27VJ+MKVPaeLEiRZ6owkCCCCAAAKWBeQfQwTvLQPSEAEEEMgkQPA+kwzlCCCAAAIIIIAAAloBgvdaE0oQQAABBBBAAAEEENARkD/ZInivQ0MRAggggAACCCCAAAIIICBJfgneJ5PJ9AvoleP169ezjQhkEohEIspTJf1g7ty5mZp4szyRSJi53b2yRu6P5819DO2sSktLlSen6iAej9vIYpC9Ly8vJ3tvIzVdIaDkG6dNm6bVmDNnjhCiuLhYe4oSBBBAAIEgCah+tZMfLl++3NoaU6mUtYbjxo3TzqSsrKy+vt5ah7RCAAEEEEDAmoD884jgvTU9WiGAAAIGAgTvDXA4hQACCCCAAAIIIKASIHivAuEhAggggAACCCCAAAL6AvInWwTv9XUoRQABBBBAAAEEEEAAgdAL+CV4L0lSPB7XXkxfWVnZ2NgY+m0EQEfgvffe0z5hhBBTp07Vqe3holxT9/+8ufeMGTM8vCCmFi6B7du3634nCiHi8bhdt7tXTFeuXJlpOLL3ihIHCOQvQPA+f0N6QAABBAIgMHDgQO2vXt27dz9y5Iibq9POQQgxb948N+fAWAgggAACCEiSJP9IInjPkwEBBBCwXYDgve2kdIgAAggggAACCARYgOB9gDeXpSGAAAIIIIAAAgjYKSB/skXw3k5T+kIAAQQQQAABBBBAAIEACfgoeJ9MJs8//3ztJfXRaJT73gfoKWnPUu6++27tU0UIcdZZZ9kzgFu9JBIJ3YUIIcaMGdPU1PTkk0/qVujateuhQ4fcmibjIKAjsH37doN73dseuVdmYHDfeyFEeXm5UpMDBBCwLEDw3jIdDRFAAIGACVxzzTXa1yMlJSWJRMKdld55553aCQjBpZXu8DMKAggggMCnBOQfSQTvP4XCAwQQQMAOAYL3dijSBwIIIIAAAgggEBYB3h0Oy06zTgQQQAABBBBAAIE8BeRPtgje58lIcwQQQAABBBBAAAEEEAiqgI+C95IkJRKJTPe9D+oGsS4LAu+//74SCEzPYLRr127Hjh0WOixUE4N73cupe3liU6ZMSV+mcjx9+vRCzZxxETBO3cfjcUeJjLP3DQ0Njo5O5wiEQUD5ORuNRk/QfMViMSFEcXFxGChYIwIIIBBygYMHD3bq1El5DaIcjB492gWZXbt2KT+SlKGFEBMnTnRhdIZAAAEEEEBAJSD/MCJ4r2LhIQIIIJC/AMH7/A3pAQEEEEAAAQQQCI8Awfvw7DUrRQABBBBAAAEEEMhLQP5ki+B9Xog0RgABBBBAAAEEEEAAgeAK+Ct4L0lSbW1t+vX0ynFwt4iV5Sxw2WWXKU+M9IMlS5bk3FfhGphM3UuSdPTo0X79+qWvVD6OxWKFmz4jh13A4F738XjcudvdK+4G2fvy8nKy9woUBwhYExgwYEBZWZn2R096CcF7a7a0QgABBHwnsGDBgvR//5Xj5cuXO72WcePGKcMpB2VlZfX19U4PTf8IIIAAAghoBeQfRgTvtTKUIIAAAnkKELzPE5DmCCCAAAIIIIBAqAQI3odqu1ksAggggAACCCCAgHUB+ZMtgvfWBWmJAAIIIIAAAggggAACgRbwXfBevu+9ckm9clBZWdnY2BjovWJxpgSampqUZ0X6QVNTk6n23qjUrVu39MmnH48ZM0Z3jul1lOOHHnpItzKFCDgnYHCve3ci9+lLi0ajyreD6qC8vDy9JscIIJCrQH19/V0ff3Xv3l0IUVFR8XHBv/77y1/+Mtc+qY8AAggg4FOBzZs3q37Xkh86t5xjx4716tVLO2jv3r2bm5udG5eeEUAAAQQQMBCQfzARvDcg4hQCCCBgTYDgvTU3WiGAAAIIIIAAAuEUIHgfzn1n1QgggAACCCCAAAI5C8ifbBG8zxmOBggggAACCCCAAAIIIBAOAT8G7yVJ0l5eL4S4/vrrw7FprNJI4M4779Q+PSKRiFEbj51LJBLaJcglY8aMyfQXBIYPH65tVV5ezh+k8Nj2Bnw6Bql7IYQLN7pX+Rrc914IwX3vVVw8RMCywODBg4UQZ5xxhuUeaIgAAggg4HcB7YsRIUQikXBoXbqv+4QQa9ascWhEukUAAQQQQCCrgPzTkOB9VigqIIAAArkKELzPVYz6CCCAAAIIIIBAmAUI3od591k7AggggAACCCCAQA4C8idbBO9zIKMqAggggAACCCCAAAIIhEnAp8H7888/X3tZfzQaXb9+fZh2j7WqBY4cOVJRUaF9blx11VXqql59nEgkMt3u3iB1L0lSIpEoKSnRrr22ttara2VeARQoLS3VPgnlkng8XpAFG2Tvy8vLyd4XZFMYNHgCBO+Dt6esCAEEEMhVoFOnTtrfA0ePHp1rPybrt2vXTjvcxIkTTTanGgIIIIAAAk4IyD+bCN47YUufCCAQcgGC9yF/ArB8BBBAAAEEEEAgJwGC9zlxURkBBBBAAAEEEEAgvALyJ1sE78P7DGDlCCCAAAIIIIAAAgggYCjg0+B9IpGIx+Pa6+wrKyu5v7fhhgf85L333qt9Vpx44om7d+/2xcoNUvdCiEz3uleWVlNTo11+165dP/roI6UOBwg4J7B9+3btM1Auicfj7t/uXlnpypUrM02M7L2ixAEC+QgQvM9Hj7YIIIBAMAQWLFig+xvX8uXLnVig7lj19fVOjEWfCCCAAAIImBSQfzwRvDfJRTUEEEDAvADBe/NW1EQAAQQQQAABBBAgeM9zAAEEEEAAAQQQQAABUwLyJ1sE701hUQkBBBBAAAEEEEAAAQTCJ+DT4L0kSclkMtN978O3jaz4XwILFy7Upi/69OmTTCZ9AZRIJLTzl0uM73WfvrqlS5dqOznllFPS63CMgO0C27dvN7jXfQEj98pKDe57L4QoLy9XanKAAAIWBAjeW0CjCQIIIBA8gc2bN0ejUe3rkVmzZtm42GPHjvXq1Us7Su/evW0cha4QQAABBBCwICD/eCJ4b4GOJggggICxAMF7Yx/OIoAAAggggAACCKQLELxP1+AYAQQQQAABBBBAAIGMAvInWwTvMwJxAgEEEEAAAQQQQAABBMIt4N/gvSRJmYLK3PQ+nE/qHj16aNMXTzzxhC80DO51bz51L0lSa2trz549tQ6+QGCSPhUwTt3H43GPrMs4e9/Q0OCReTINBPwoQPDej7vGnBFAAAEnBK655hrti5GSkhIbx7rzzju1Qwgh1qxZY+ModIUAAggggIAFAfknFMF7C3Q0QQABBIwFCN4b+3AWAQQQQAABBBBAIF2A4H26BscIIIAAAggggAACCGQUkD/ZInifEYgTCCCAAAIIIIAAAgggEG4BXwfvJUnSveD++uuvD/euhnT12ifDF77whdbWVu9zGKTuhRBNTU05LeGRRx7RUuTUA5URyEnA4F738XjcC7e7V5ZjkL0vLy8ne69AcYBArgIE73MVoz4CCCAQVIGDBw9qX4wIYduFjrt27WrXrp12iIkTJwaVlHUhgAACCPhIQP4JRfDeR1vGVBFAwC8CBO/9slPMEwEEEEAAAQQQ8IKAbe9He2ExzAEBBBBAAAEEEEAAAecE5E+2CN47J0zPCCCAAAIIIIAAAggg4GsBvwfvE4lEPB7XXnZfWVnJfe99/czMdfLvvPOO9mlw7NixXPvRrd+lS5cNGzbonsq/sFu3btqZyyU53es+fSbaDr/73e+mV+AYAVsEDO5177XIffp6o9Go9ntELikvL0+vyTECCJgUIHhvEopqCCCAQBgEBg4cqP1dq3v37keOHMl/+dqehRC1tbX590wPCCCAAAII5C8g/5wieJ+/JD0ggAACKoFIJCL/G6sq5yECCCCAAAIIIIAAAloBgvdaE0oQQAABBBBAAAEEENARkN91JXivQ0MRAggggAACCCCAAAIIICBJfg/eS5J0zz336F58z33vc3qCe+qu1DnNXK48e/Zs7dPAQj+qJqlUatasWUKIkpKSX/3qV6qz+T9MJBLaacslllP3kiR17txZ1W1ZWdlHH32U/4TpQSuwZcsWbWEYSgxS90IIL/+TYnDfeyEE973P/9n7/vvv598JPfhLgOC9v/aL2SKAAAKOCmzevFn37xzNmjUrz3GPHTumepkjP2xubs6zZ5ojgAACCCBgi4D8g4ngvS2YdIIAAgikCxC8T9fgGAEEEEAAAQQQQMBYgOC9sQ9nEUAAAQQQQAABBBD4fwH5ky2C9zwhEEAAAQQQQAABBBBAAAFdgQAE75PJ5Pnnn6+9/j4ajeoumUJdgXg8XldXp3vKF4W9e/dWPQeKi4vznHlTU9Pll1+udBuJRPLPiqRPKZFIZLrdfT6pe0mSbrzxRmXaysFTTz2VPjrHdgl07NjRrq781U9paany7FIdxONxj6/FIHtfXl5O9j7P7VuxYsXevXvz7ITm/hL4wQ9+cOqpp06ZMsVf02a2CCCAAAIOCVxzzTWq3w/lv2WWSCTyGXHu3LnaboXgKsp8UGmLAAIIIGCngPxziuC9nab0hQACCBwXIHjPEwEBBBBAAAEEEEDAvABvGZu3oiYCCCCAAAIIIIBAqAXkT7YI3of6ScDiEUAAAQQQQAABBBBAILNAAIL38uJ0r7/npveZd159Rgb0flxWPe/jj3Vvd79y5UrdyiYL//znP+s+qc4777wDBw6Y7MSgWqbIvRBizJgxBg1Nnho4cKBq/m3btm1qajLZnGrmBdq0aROJRB5++GHzTfxe0+Be9/F43Mv3ulfJ696LVf7GKS8vV1XmoXmBFStWCCFOPPFE4vfm0fxe8+abbxZCTJ482e8LYf4IIIAAAnYJLFiwQPV6RH5ouf9x48ZpOywrK6uvr7fcJw0RQAABBBCwV0D+UUXw3l5VekMAAQQkSSJ4z9MAAQQQQAABBBBAwLwAwXvzVtREAAEEEEAAAQQQCLWA/MkWwftQPwlYPAIIIIAAAggggAACCGQWCEzwPtNN79evX5959Zz5REDJMPgoNKvM/otf/KIyf/mgc+fOzc3NSoVcD1atWtW+fXtVn8rDnj175qmUSCSU3lQHed7rXllpbW2tqmchxEsvvaRU4MAugTZt2gghIpHIY489ZlefXu7HIHUvhLDwrbHa9Nfrr79eV1e3Z88eu3wM7nsvhOC+95ad5eC9EKJjx462/KUSyzOhoWsCBO9do2YgBBBAwC8CyWRS+7fAhBBHjhyxsITVq1drX90IIWpray30RhMEEEAAAQQcEpB/WhG8d4iXbhFAIMwCBO/DvPusHQEEEEAAAQQQyFWA4H2uYtRHAAEEEEAAAQQQCKmA/MkWwfuQbj/LRgABBBBAAAEEEEAAgWwCgQneJxKJeDyuvRa/srKysbExGwPnJYXOXzesliTpwIED2ttWT5o0yfKmLlq06IQTTlBAdA8+85nPWO4/kUhkut29Xal7SZLee+895Vo0ZQkzZsywPG0aZhKQg/dy9j5TnSCVl5aWKs8o1UE8HrewUlUnZh727dv3kksuqa2t/ctf/mJhxPQmBtn78vJysvfpVuaPleC9nL0335Ca/hUgeO/fvWPmCCCAgHMCmzdv1v5qN2vWLAsj9urVS9tV79698/lraxamQRMEEEAAAQSMBeSfVgTvjZU4iwACCFgQUD7ssNCWJggggAACCCCAAAJhEyB4H7YdZ70IIIAAAggggAACFgXkT7YI3lvkoxkCCCCAAAIIIIAAAggEXSAwwXtJku655x7ttfhCiGnTpgV9G21YXzpdPB6vq6uzodMMXWzbti3DGSvFy5YtS5+8fPy73/3OSl+SlEqltL3plvzqV7+yMIRB6l4I0dTUZKHPTE3OPvts1cz79OmTqTLllgWU4L0Q4uGHH7bcj+WGGzdubGlpsdw8p4bbt29XPamUh5b/ZofSg7WDmTNnfvDBBzmtQlWZ7L0KJP+H6cF7IcTevXvz75MePC5A8N7jG8T0EEAAgUIJaH/BKykpSSQSuc5H248QYs2aNbn2Q30EEEAAAQQcFZB/YBG8dxSZzhFAIJwCBO/Due+sGgEEEEAAAQQQsCZA8N6aG60QQAABBBBAAAEEQicgf7JF8D50G8+CEUAAAQQQQAABBBBAwJxAkIL3kiQZ3PfenEd4a2mTDDt37nSCY8qUKcpYsVjsvPPO27NnTz4DnXvuuUqH8sGwYcMsdLh79+6BAwequsr68PLLLzefls90o3shhI33ulfWvnbtWu38ly9frlTgwBYBOXjfo0cPWTsSiTz22GO29Gymk5NPPlnZ5Y4dO1555ZUObfH27dsz3evecuReXqAy/zwPNmzYYEYsU51oNJppAuXl5ZlaUa4roATvP//5z8uqHTt2PHDggG5lCoMhQPA+GPvIKhBAAAHbBRYsWKD7K1ZOv7KOGzdO20l9fb3ts6VDBBBAAAEE8hSQf2ARvM+TkeYIIICAVoDgvdaEEgQQQAABBBBAAIFMAgTvM8lQjgACCCCAAAIIIIDApwTkT7YI3n8KhQcIIIAAAggggAACCCCAwMcCAQveG9z3/uMV8199ASXJ8KUvfUk+duK+95s3b9amW+X4/fz58/VnZlj64YcfFhUVKZOXD2699VbDRjont23b1r17d1U/ysP0W5orhcqByZx/IpFQmqgOnEjdS5J05MgR1UBCiJtvvlln/RTlISA/Pb7//e/fdtttMngkEnn44Yfz6DKHptotFkLI8ftjx47l0JFhVYPUvRAizz/SobsEC4VFRUX5/MkDg/veCyEaGhoMhTj5KQEleN/S0qJk70888cRPVeJBsAQI3gdrP1kNAgggYJtAMpnU/etm3bt3P3LkiJlhVq9erfuboZm21EEAAQQQQMBlAflnFsF7l9kZDgEEwiCgvCgIw2JZIwIIIIAAAggggECeAgTv8wSkOQIIIIAAAggggEBYBOQ3Xgneh2W/WScCCCCAAAIIIIAAAgjkKBC84H0ymVQuwUk/WL9+fY424aquWEmS5Fz2/pxzzlEG0h6MGjXqwQcfzOmuyK+88oq2n1WrVuVZYMvbAAAgAElEQVS6eSeeeKK2H6Vk//79w4cPVx5qD3bs2GE8YiKRyHS7e4dS9/J8tFOtqqoynipncxVQgveSJCngkUgk134s1H/99deVEbUHnTp1WrVqVUtLi4WeVU0y3eteCBGPx1WVc32onbnlkkgk8sgjj+Q6AaX+ypUrY7GY7ujl5eVk7xWorAdK8F6SpJaWFoV07969WdtSwacCBO99unFMGwEEEHBBQPePrwkhZs2alXX0Y8eO9erVS/ldQjno3bt31rZUQAABBBBAwH0B+UcVwXv35RkRAQQCLyCEOOGEE4QQ//jHPwK/WBaIAAIIIIAAAgggkKcAwfs8AWmOAAIIIIAAAgggEBYB+ZMtgvdh2W/WiQACCCCAAAIIIIAAAjkKBC94b3DT+2nTpuXIE6LqSoZBWbNSkn+wVu7z/fffV/rMehCLxc4777z58+cr89E9+Pd//3dtV7o1dQtTqdSsWbO0Pcgl7dr9H3v3Ax1Vfef//zOTv0MSUCaJSCGCUcGsy7buBr820kpVaCQVFZCqjVZs1Z5qtFVr14Okq9D+vm3ZRq1Hxa2nQYvBdo800kYBEc0e3QNU2irHxArthigBAxQFwiQk99f6aT97v3P/ZP7cO3PvnWdOT/3kM/d+Pu/P43OTGZJ55Za2t7frT2xpabE6uKio6KmnntIfrNpWkXshRH19vTrMjYZptW5MlMtj6oP3mqZl7L73Dz30kOn+WnU2Nja2t7fHYrGkNsvmXveRSCTNe93LSqwKTrn/ww8/TGqNcQdbZe+FEBUVFXEH86mpgD54L7P3+vveE783RfN7J8F7v+8g9SOAAAKuCvT395u+tLOfdM+ePaWlpcYTr776avsTeRQBBBBAAIFsCcinLYL32fJnXgQQCKTAZz7zmbh/FESjUeL3gdxrFoUAAggggAACCDglQPDeKUnGQQABBBBAAAEEEAi4gPzZK8H7gG8zy0MAAQQQQAABBBBAAIFUBQIZvB8eHp41a1bce3GEEOFwmPveW10piksdoO57L4R45513VH/Kje985ztqlsQbl1xyyapVqz744APTeS+55BLjUKZHmnZefvnlxtNVz/bt241nRSIRdUBcIxQK/SXJH3dKd3d33GHqU1fvdS/LUHPpG3EV8mmaAnHB+8xk70dGRs4880z9tibYjkajL7zwwtDQUCKrtkndCyEcSd1rmpZg5Ykfds899ySyOqtjbO57L4TgvvdWbvr+uOA92Xs9TlDbBO+DurOsCwEEEHBKwPS1XNyfOYuba+HChcazysrKent7447kUwQQQAABBDwiIJ+5CN57ZDsoAwEEAiCgUveFhYXbt2+fOnWq/E4bjUYPHDgQgAWyBAQQQAABBBBAAAE3BAjeu6HKmAgggAACCCCAAAIBFJA/byV4H8CtZUkIIIAAAggggAACCCDghEAgg/eapu3ataukpMT4Nv2pU6c6wRbAMZSVfm0qex+JRNLP3sdiMTVLso38/HzT+L1p9li/BJv2+++/b1PGjBkzTM99/fXXKysrrU5cvHjxwMCAOrG7u9vqdvcZSN1bRZpVeTQcETAG7+Oy947MYhxk586dp5xyitWlaN8fjUZvvPHGF154wTisvqe4uNhqnEgkoj8ynbbVFCn3l5WV9ff3p1OSTfa+oqKC7P2otsbgvczeqz0dN27cqINwgL8ECN77a7+oFgEEEMi8QG1trXoloBpVVVVHjx61KkYdpm/88Ic/tDqefgQQQAABBLIuIJ+zCN5nfSMoAAEEAiOg/i3wu9/9TtM0/e+YotFoYJbJQhBAAAEEEEAAAQScFSB476wnoyGAAAIIIIAAAggEVkD+BJbgfWA3mIUhgAACCCCAAAIIIIBAegJBDd5rmrZy5Ur1phx9Iz0wx84e77EPRRS3Qmez9/Z3mFc1WDXy8vLq6upaWlpUkUVFRcaD1aM2jTfffPO0004znit7Pv/5z9tka3ft2jV9+nSrc+vq6j744ANN02xS90IIfT7fps40HyovLzfWmeaY2T39iSee8NiXzvhQKCSEuPjii+NklPxPfvKTuIec+rSrq0vNklqjsbGxvb09FosZS9q5c6fVmJFIxKnb3Vv9eQirqRPsf/jhh40rSqqno6PDai4PZu8vuugiT31dlJWVSb048+rqaqXa19cX9yif+lqA4L2vt4/iEUAAgQwIbN26NRwOq1cCqtHc3Gw6uz5Row4WQgwODpoeTycCCCCAAAJeEJDPWQTvvbAX1IAAAgEQ0N/uXi1H3fReCMFN7xULDQQQQAABBBBAAAG9AMF7vQZtBBBAAAEEEEAAAQQsBeRvtgjeWwLxAAIIIIAAAggggAACCOS2QICD95qmWd30/qOPPsr6tuvDA55qm8qoCh25732a8XtVTF5enmrrG6ZLUJ1PPPFEQUGB/nh9Oy8vTx1p37juuuv0J8a1x40bF9ejPq2vrz9+/Lj94E49esUVV6h5VcOpwbMyztKlS9VCPNWora01gtx///2yyFAo5FL8vqur69RTT3WE4uSTT25sbIzFYjt37rS5172DkXsp5kjxcYOMGTNmeHjYuCNJ9djc914IUVFRkdRorh48adKkOAGPfGpc9dDQkIrfjxs3jvi9kcinPQTvfbpxlI0AAghkUqC/vz8ajRpfpcydOzeujJ6entLSUuORV199ddyRfIoAAggggICnBOSTF8F7T20KxSCAgB8F9JF7ea97/SpisZiK30ejUeL3ehzaCCCAAAIIIIAAAn/90/8oIIAAAggggAACCCCAQCIC8jdbBO8TseIYBBBAAAEEEEAAAQQQyEGBYAfvrW56v2TJkr7kP2xugZ7ClSP/uTp+/PjrvPGhUg2ma3H2vvdWdy9UNaTZOGj7YTN4aWnp+vXrTQWMnSMjI/fff7+827nNmHEPOZi6P3r0qO1C//qg6V8HSP7aT/GMgwcPGt3S7JHB+7y8PG983fy1CrnFpsF7TdP8lb0XQowdO9bqT1oIISKRSJo7aDw97msk7tNLL710498/2travv/97y9cuDDuGNNPHfkDAfbZ+z/84Q8pfG0cO3bMiJBmjwzeT5o0ySNfF5/85CflppiuKy57b3oMnb4TIHjvuy2jYAQQQCArAj/+8Y9NX7nFFbNgwQLjYWVlZb29vXFH8ikCCCCAAAKeEpDPXwTvPbUpFIMAAr4TUKl7IYQxdS+XE5e9990aKRgBBBBAAAEEEEDAVQGC967yMjgCCCCAAAIIIIBAcATkb7YI3gdnR1kJAggggAACCCCAAAIIOCoQ7OD98PDwrFmzjG/ZT63nhhtucNBe1vCpT33KwTHTGUqZWA3ibPb+sssuUzN6pDFp0qQdO3ZYLd+q/2c/+1lRUVGCS3Awdf/CCy+MHTs2wXmzddisWbOs3FLul8H74uLilEdw/ETJaxW8/+vfU//7RygUcnx2OeDOnTv/PomL/41EIo6k2eMQ7Cv+6le/Gne8pmmnnXaa/VlCiM2bNxtPTKHHPns/ahnGAx5//PEUyrA/RQbvL730UvvDMvZoc3OzXLjVjENDQ0qGm95bKfmrn+C9v/aLahFAAIFsCQwPD6vXAPrG0aNHVUkbN27UP6TaP/zhD9UxNBBAAAEEEPCmgHzaInjvzd2hKgQQ8IuA+idAYWGhTc36v+/MTe9toHgIAQQQQAABBBDIQQGC9zm46SwZAQQQQAABBBBAIBUB+dNYgvep2HEOAggggAACCCCAAAII5IBAsIP3cgOt7nuv3r6TYGP+/PkPJPlx++23X2TxISf1UfBeYiqr/Px8i5VddM011yTi9J3vfOfss89WAxoabwlxUIhWIQoNDznfcfjw4XS+3KdPnz5qTfX19elMoc4dGRkZdS6PHDBz5sxErgTTY6yurqlTpwoh/BW8j7vvfU1NjdXqli9fbqqRSOftt99eVlZmvfXzhHhLiGYhaqyPsXwkFApdfvnl7e3tsVhMXYpONSxn/fgB0+D9z3/+c/uzhBC/+MUvnKpQ07S8vLxRZ0zwgNtuuy2RDTUec/PNN1tdOcXFxUIIHwXvNU3T3/e+oKBg1qxZpqv7yle+YqQw9uzatcvB7WaoFAQI3qeAxikIIIBAbgrccMMNxldNRUVF3d3dEsT4qBDipZdeyk0uVo0AAggg4C8B+SxG8N5fu0a1CCDgHQF1r/vCwkKre93rq4277z3xez0ObQQQQAABBBBAIJcFCN7n8u6zdgQQQAABBBBAAIEkBORvtgjeJ0HGoQgggAACCCCAAAIIIJBLArkQvHfqvvcXXHCBaQbApnPU2zL7Lniv7nsfCoWsFl5aWmr1UDL9lR/nhLW/x+8bkjk3uWNvuummNL/oDx48OHv2bJtZP/OZzxw/fjzNWTRNGxgYWLx4sc1EnnpoxowZLtXju+C9yt7bfOEIIRxMd5vJHxdC+/h/KcbvhRAnn3yy4/F7s1L/t880eN/a2vq/R1i0nE1nGe97Hw6HLWYepXvWrFmjHGHx8IQJEywe+Vu3v4L3cdl7q6WVl5dbPaTv7+joSP8bLCOkI0DwPh09zkUAAQRySqC/vz8ajeqfx2V77ty5mqb19PQYHxKC90nm1DXCYhFAAAEfC8hnMYL3Pt5CSkcAgewJJJu6l5WSvc/ejjEzAggggAACCCDgXQF+oOzdvaEyBBBAAAEEEEAAAU8JyN9sEbz31KZQDAIIIIAAAggggAACCHhHIBeC95qmXXnllaZv30+qk+C9pmnXXXedRLMJnToUvB8jxMsfh4SHhfgvIW5ParMSPDgvL+/hhx925OvxrbfeGjNmjNW85eXl//Vf/5XmRO+//35tba3VFB7sJ3iv3/E1a9aEQiGbLxz3g/d//nvwfo0QVwiRn8I1Ew6HW1pa+vr69EtLs21fhmnw/nvf+579WUKIN954I83C9Kfv3LmzqKhIP2lBQYH+08TbBO/1sBdddJEQwuYPUiQYvB87dqx+WNqZFyB4n3lzZkQAAQT8K/DjH//Y9LVTe3v7ggULjA+VlZX5d7FUjgACCCCQUwLyWYzgfU5tOotFAAGnBNQ/BBK5171+0lgsps6NRqP6h2gjgAACCCCAAAII5KYAwfvc3HdWjQACCCCAAAIIIJC0gPzRKsH7pOE4AQEEEEAAAQQQQAABBHJDIBeC988884x62006jfr6+muT/Lj88sunWHzISnx3x3sFGAqFLFY25fzzz0/QqaamRg1oaGz6OCT8lhCnGx5yrKO9vd2RL/Tu7u6JEyfal1VUVJTmXKeddpr9FF579F/+5V8SvBKMh1ldXSeddJIQwnd3vJepe7lBJ510ktXqGhsbjRQJ9ixYsEDiWFwGnxLimBDtQjRaHDBK9//5P/+npaWlt7c3zcvYeLr9xKbB+1H/DEooFOrv7zfOlXJPcXGxfZ2JP3rdddcluKdxh33+85+3unLy8//6ZxR8d8f7iy++WLqFQqHJkyebru7iiy+Oc4j7dPbs2XKQlDeXEx0RIHjvCCODIIAAAjkicOLEiXPPPdf48ikajRo7hRA//OEPc0SGZSKAAAII+F1APpERvPf7PlI/AghkXkB/u/sUZp86dar6p8SBAwdSGIFTEEAAAQQQQAABBIIkQPA+SLvJWhBAAAEEEEAAAQRcFJA/VyV47yIxQyOAAAIIIIAAAggggICfBQIfvF+4cKF6w02ajRtuuMHBrZbF+Ch4f8MNN8ia8/LyNm3alCbFHXfckeZ2pHn6ueee+95776W5Cnl6d3d34sVcf/31sVgs2Xkfe+wxGaxNfCIvHDlr1qxkVzrq8UuXLvVd8F5/N+9RF5jaAX19fRnY8crKysOHD6dWoc1Z9pXrg/fd3d2/+MUvLr/8cvtThBDXXHONzYxJPfT22287mLoXQjz++ONJFZDIwZMmTfJd8F5t4htvvJHIGq2O6ejokENZHUB/ZgQI3mfGmVkQQACBIAmof2CqVwWmjc2bNwdp1awFAQQQQCDYAvK5jOB9sHeZ1SGAgLMC+sh9sve611cSi8VU/D4ajRK/1+PQRgABBBBAAAEEck2A4H2u7TjrRQABBBBAAAEEEEhRQP5mi+B9inychgACCCCAAAIIIIAAAkEXCHbw3upe93V1dVuS/+ju7nbwcpD/XJ08efIj3vhQIQfTNapQhCOpe03T1HRuNDYm8PHRRx+ZrjTZzkTudR+3xgsvvPDgwYOJT3TnnXfGjaD/9Mknn7RZbkNDg/5g2U7+2k/xjN/+9reJLzPBI2XwvqCgwBtfN3+tQqrW1taaLqGtrU1twT333GN6TJqd+/btO+ecc9QsaTb0fybAOFRlZWWa1RpPN86i7ykqKjr5449wOKzvt2+vXbvWOFEKPfap+6effjqFr433338/hUrsT5HB+3/4h3/wyNfFvHnz5AZZla0OKCwstDomwX6C9wlCuX0YwXu3hRkfAQQQCJ5Af3+//Ss6Z/+aUvAAWRECCCCAgAcF5FMbwXsPbg0lIYCANwVU6l4I8fWvf/3/6j7uu+++y0f7uP3223Vn/N8VK1YUFRXJb8XRaNSbS6YqBBBAAAEEEEAAgQwIELzPADJTIIAAAggggAACCARBQP44leB9EPaSNSCAAAIIIIAAAggggIALAsEO3ldWVhrfyh+NRvv6+lywTG5IY2Ee6TFdhqot/Xvda5p2zz33qAHdaJguwY3OFFL3cr1nnHFGgvUMDAzYEE2cONF+nAULFhhPtz/F44/K4L1xUVnvMQ3et7W1qRy791P34XC4rq6ut7e3o6PDJuXu+E3vHd+7ioqKWCyW/pVsn7qPRCLpT+HUCDJ477hk+gOaLlCfuk/zdveaphG8N0XOfCfB+8ybMyMCCCAQAAH7FxtlZWW9vb0BWCZLQAABBBDIHQH51EbwPnd2nJUigECaAvb/IkjzUW56n+bucDoCCCCAAAIIIOBfAYL3/t07KkcAAQQQQAABBBDIqID8ISzB+4yiMxkCCCCAAAIIIIAAAgj4RyDAwXur2917Z3PyvPSh3sMU5+Psve7Tj9xPnjy5qalpZGRE1pmfn68qV424Jbj06cSJE9WMcY36+vrjx49rmtbS0mIVYC4qKnrqqadsanvzzTdPO+20uJHVp3Pnzk0k/zxhwgR1imrYTOqXh7z0pZMnYevq6uL03I7ca5q2b98+ta2pNerq6lpaWkwTTSrPbBy5srIykcsvDsTqU+P4afY4Utvbb79tVUYkEnnnnXeslpOt/jfffNM7Xxfq+16chorcCyHSj9zLwdWFGjcXn2ZYgOB9hsGZDgEEEAiGwGuvvaZeMxtfeg0ODgZjmawCAQQQQCB3BOTTGcH73NlxVooAAikL3HDDDQW2H3l5f/vBu/FfCqonFArZjlFQU1MzNDSUcpGciAACCCCAAAIIIOBTAYL3Pt04ykYAAQQQQAABBBDItID8YSvB+0y7Mx8CCCCAAAIIIIAAAgj4RCCowfv9+/db3e7eJzuT6TLVe5X0Ezubutc0Tc2SQuOb3/zm66+/riL3ss4pU6YYh9IvwaV2d3e3cV7Zo1L3cupnn33W6shQKNTc3Gxa4YYNG8aNG2d14k033ZTg28VMcyymM9KZssCYMWOEEHfddZd+hLa2NrV9+n4H2319fTU1NWqWpBry5vYtLS329aj4tHHwyspK+3MTf9Q4eJo9iU9tdaTNve69mbq3Wki2+tevXy83Ma4AtbOFhYVxD6X8KcH7lOmcPZHgvbOejIYAAgjkjoD6J6d6naAauYPAShFAAAEEAiMgn8UI3gdmQ1kIAghkUUD+gP0vv0MxrUH+xeHLL7/c9FE6EUAAAQQQQAABBHJcgOB9jl8ALB8BBBBAAAEEEEAgUQH5my2C94l6cRwCCCCAAAIIIIAAAgjkmEBQg/cLFixQ79fXN9ra2nJshxNdrlJSJ+gjEJs2bVL9KTd+8IMfqFkSb1RVVcnIvem8F154oXEo0yMd7Ozu7ra63X1c6l5Oavo3IFTZAwMDxtoKCgrUAXGNvLw84/FWPXHnyk+tDqY/NQFj8L6trU39yYN77rkntWHtzxoZGfnUpz5lur/2neFw2OoW98YZOzo6bLL3jtxYPs2/x2Fc7Ne+9jXjQpLqsUndCyE8eK/7pFaXmYNNg/fqdveFhYVO3e5e0zSC95nZ01FnIXg/KhEHIIAAAgiYCuzYsUO9cta/tJs4caLp8XQigAACCCDgZQH5XEbw3st7RG0IIOAXAYL3ftkp6kQAAQQQQAABBDwoQPDeg5tCSQgggAACCCCAAAJeFJC/2SJ478W9oSYEEEAAAQQQQAABBBDwgEAgg/emOedoNNrX1+cBco+WoEIOsj6Vus/Ly3MkdS+HVbPYNyZPntzZ2Rl3c3tTuIceesg41EcffWR6sCOdVpF7IUR9fb3VFAcPHpw9e7axVNlzxhlndHV1aZo2MDCwePFiq8MmTpy4fft2qylM+41DlZeXmx5JZ8oC+uB9BiL3qs5jx45VV1cbtziuJ8Gb26thjQ0VbI4bWQhRWVmZfvzeOGxqPV/84hdN/4yFcUU2PW+//bbV7Nzr3sYt7qG44L1LkXs5qbo+42rg0wwLELzPMDjTIYAAAsEQePHFF61eegkhjh07FoxlsgoEEEAAgdwRkM9rBO9zZ8dZKQIIuCdA8N49W0ZGAAEEEEAAAQQCL0DwPvBbzAIRQAABBBBAAAEEnBGQv9kieO+MJqMggAACCCCAAAIIIIBA4AQCGbw3fe8+97q3v3gVmqZpLqXuNU077bTT1ETGhrq5fSKRe7mcl19+2TjOyy+/bL/YlB/t7u42Tid7TO91r58oFotZnSuEGD9+/CuvvFJbW2tzTE9Pj37ARNrG0fgJSSJuSR2jD97rb9eZ1CCpHawix8aNFkIkdXN7+wJs7ntfWVlpf+6oj5oWn0Jn4t83rErauXNncXGx6dSk7q3QTPvjgveK1MEb3at51VeB6qGRFQGC91lhZ1IEEEDA7wLTp09XrxOMjebmZr8vkPoRQAABBHJNQD6dEbzPtX1nvQgg4IYAwXs3VBkTAQQQQAABBBDIEQGC9zmy0SwTAQQQQAABBBBAIF0B+Zst3laeriPnI4AAAggggAACCCCAQEAFghe8f+aZZ4xv2ReCX6yMcgUrNPdS95qm/frXv1YT6RuTJ09uampKITd78OBBfdRZjrl8+fJRVpvSw93d3Va3ux81dS8nvP/++43VKgerxK88oKGhIdmqTaP+d9xxR7LjcLy9gArey/cCyv2655577M9y6lF1/egbdXV1LS0tvb29Ts3S0dFhk71P86b3+srTaW/fvj2d9dqk7oUQ77zzTjqD59q5+uC9/nb3bjgQvHdDNYUxCd6ngMYpCCCAAAL2r/2Kioq6u7tRQgABBBBAwEcC8qmN4L2PtoxSEUDAswIE7z27NRSGAAIIIIAAAgh4X4D3h3l/j6gQAQQQQAABBBBAwBMC8jdbBO89sRkUgQACCCCAAAIIIIAAAt4TCFjwfv/+/ZWVlca370ejUe/Ze6siI9qmTZvcKHH+/Pn6uSZPntzZ2ZlC5F7VdvbZZ+sHFELU19erR51q2KTuhRDHjx9PcKJnn302EonEFTzqpzfddNPQ0FCCU6jDXnvtNePIzz77rDqAhiMCMng/a9Ys9VcVMpa61zRt3LhxapfD4bCM3DuyrrhBbLL3FRUV6WTvVf1pNk499dSenp64shP/1OYvX0QikcTH4UhN01TwXp+6d+N295qmEbz3yCVH8N4jG0EZCCCAgI8Eenp6Rn35N3fuXB+tiFIRQAABBBCQT20E77kSEEAAgfQFCN6nb8gICCCAAAIIIIBAzgoQvM/ZrWfhCCCAAAIIIIAAAskJyN9sEbxPTo2jEUAAAQQQQAABBBBAIGcEghS8t7rX/WWXXZYz+5n6QvWZh7y8PJdS97K+X//61+kk7eMW+eSTT+qLl+0NGzbEHZbOp1Y3upch/8RT96qGXbt2GWs27SktLVVnJds4//zz48Y8/fTTkx2E40cVkMF7SZ3JyL0s7MSJE0888YSDN7e3X68KOcddWkKIlOP3xqHS6UkhnWVzr/tIJMK97u0vCdNHVfBebqVLkXs5tbomTSuhM2MCBO8zRs1ECCCAQDAENm7cmOBLvqqqqqNHjwZj1awCAQQQQCDwAvLZjeB94DeaBSKAQAYECN5nAJkpEEAAAQQQQACBoAoQvA/qzrIuBBBAAAEEEEAAAYcF5G+2CN47zMpwCCCAAAIIBEXg4MGDQVlK5tYBWuasmQmBjAgEJnhvc6/7vr6+jFj6exIVe3A7de840549e1TxqnHHHXc4NVF3d7caNq5RX1+fQupeFjZ79uy40YyfTpw4cfv27aktZP/+/Xl5eXFj3nzzzamNxlk2Avrgvc1hgXkoHA7HXVfq04qKihSWqU43bVxwwQWPf/xx5plnmh5g7EyqBlL3SXEleLA+eF9YWJjgWakdRvA+NTfHzyJ47zgpAyKAAAIBFojFYtOmTTO+ipswYUIoFDL2L1u2LMAaLA0BBBBAIEgC8lmM4H2Q9pS1IIBAtgQI3mdLnnkRQAABBBBAAIEACBC8D8AmsgQEEEAAAQQQQACBTAjI32wRvM+ENXMggAACCCDgQ4Ha2tqBgQEfFp6dknt7exsbG++7777sTM+sCCDgjkBggvcLFiwwvkFfCNHW1uaOXNBGVXqu3uveJbVzzjlH1S8bkyZNGh4eTn+67u5uq9vdp5O61zQtFotdd911cWXrP/3Upz6Vzm3MH330Uf1osv3cc8+lb8IIcQIqeH/33XfHPRTITzs6Omyy94cPH0521cYLVd/z1a9+VQ64a9cufb9N+wc/+EGCNdik7oUQ3Os+QUbjYSp4X1hYuGPHDuMBDvYQvHcQM52hCN6no8e5CCCAQK4JfPe73zV9Lbd58+YlS5YYHyoqKso1ItaLAAIIIOBTAfksRvDep9tH2Qgg4LyDSywAACAASURBVCkBgvee2g6KQQABBBBAAAEE/CVA8N5f+0W1CCCAAAIIIIAAAlkTkL/ZIniftQ1gYgQQQAABBLwtoHJ6DQ0N3q40y9Vt3rxZve2V4H2WN4PpEXBaIBjB+/3796tvU/oG97pP/HoRQvjuXvdqda+99pp+32X7lltuUQek1rCK3Ash6uvrUxvTeFYkEjEWPzQ0ZDwy8Z6enh7j7e4drDnxSnLhyDFjxtxzzz25sFL9GlXa2Xj1VlRUJBW/N46g71HBe03TfvKTn+gfsmlHIpHXXntNX7CxvXPnTqsRIpHIu+++azyFngQF1q9fX1hY+MYbbyR4fDqHqUsxnUE4N30BgvfpGzICAgggkCMCpn8yr6ysTP3RMdNXaL/85S9zxIdlIoAAAgj4WkA+ixG89/UmUjwCCHhEgOC9RzaCMhBAAAEEEEAAAT8KELz3465RMwIIIIAAAggggEAWBORvtgjeZ4GeKRFAAAEEEPCDgAreCyGam5sHBgb8UHVGa5R3ude/55XgfUY3gMkQcF8gGMF70/fu/+V7u/t+wZnBv6l7TdNGRkZOO+00/bOVEKKsrCyd7enq6oobUH2a5r3u46p6/fXXKysr1eB5eXkPPvhg3DHJfvqd73xHDagaP/3pT5Mdh+MTESgtLU3ksOAdY3Pf+4qKisTXqy5R04Y+eK9p2h133GF6mLGzvLz8D3/4g1UZNve6J3VvhZZ4//r16zOTutc0jeB94vvi6pEE713lZXAEEEAgSALGl21/+bfbypUr1RpnzpxpPKaqqurIkSPqGBoIIIAAAgh4U0A+hRG89+buUBUCCPhLgOC9v/aLahFAAAEEEEAAAU8J8F4xT20HxSCAAAIIIIAAAgh4V0D+ZovgvXd3iMoQQAABBBDIqoA+eC+EqK6u/tWvfpXVirw1+eDgYFlZWdy7XQnee2uTqAaBtAUCELx/5pln4r5TyU8vu+yytHlyaIBNmzb5erV33nmn8TJIeUVdXV1Wt7t3NnUvK9y1a9f06dOFEKWlpe3t7SmXrU40/hmCoqKiQ4cOqQNoOCjw85//3MHRfDRUR0eHTfY+8ZveG79y9T1xwfvh4eEvfOEL+gNs2meffbapp03qXgjBve5N0ZLqfPvtt5M6Pp2DCd6no+fguQTvHcRkKAQQQCDAArFYzPTF2+DgoFr11q1bTV9kLlu2TB1DAwEEEEAAAW8KyKc5gvfe3B2qQgABfwkQvPfXflEtAggggAACCCDgKQGC957aDopBAAEEEEAAAQQQ8K6A/M0WwXvv7hCVIYAAAgggkFWBuOC9fOXQ0NCQ1aK8MvnmzZtramqMb4cleO+VHaIOBBwS8Hvwfv/+/fq7havvWtFotK+vzyEkhvGBwO9+9zu1+6oxPDycQuk2qXshxPHjx1MYc9RTDh48OHv27O3bt496ZCIHKAHVWLhwYSIncgwCSQnYZO8rKioSzN6rq9S0ERe81zTtww8/ND3StDMWixlXVFxcbHqwECISiRiPp8fLAgTvPbI7BO89shGUgQACCHhcYMWKFaYvw+LKXrJkifGwoqKi7u7uuCP5FAEEEEAAAU8JyOcvgvee2hSKQQABnwoQvPfpxlE2AggggAACCCDgBQGC917YBWpAAAEEEEAAAQQQ8IGA/M0WwXsfbBUlIoAAAgggkA0B0+C9fP1wxhln/PrXv85GUVmeMxaLlZSUGN/eqnoI3md5h5geAacF/B68V9+d9I358+c77cR4PhDQXwOy/clPfnJkZCSp0ru6uozjyB437nWfVG0JHvzcc88Zl3DixIkET+cwBJIVML0lqbwIE4nfGy9XfY8xeK9p2rZt2yKRiP4wm/aKFSvUimzudR+JRLjXvYLyUYPgvUc2i+C9RzaCMhBAAAEvCyxYsMD4mq2srKy3t9dY9o9//GPjwULwhkkjFT0IIIAAAh4SkE9eBO89tCWUggACvhUgeO/braNwBBBAAAEEEEAg+wL8HDn7e0AFCCCAAAIIIIAAAr4QkL/ZInjvi82iSAQQQAABBDIvYBO8l68idu/enfmqsjij1V3u9W91JXifxQ1iagTcEPB18H7//v36b1Cqzb3u3bhUvD/mqaeeqq4B1Ujqz+jY3OveL6l7TdNqa2vV8lXD+9tHhf4VsLnvvRCioqLCfmnqKjVtmAbvNU1bu3ZtKBQyPSWuMxQKPf3005qm2aTuhRCk7u23ybOPErz3yNYQvPfIRlAGAggg4FmBjRs3xr1Ik5+uXLnStObh4WHT448cOWJ6PJ0IIIAAAgh4QUA+eRG898JeUAMCCPhdgOC933eQ+hFAAAEEEEAAgSwKELzPIj5TI4AAAggggAACCPhJQP5mi+C9n/aMWhFAAAEEEMigwKjB+0gk0tzcPDAwkMGisjZVY2Oj6Vta4zoJ3mdth5gYAXcEfB28N71jHjfBc+dK8cGo3/ve9+Kes4QQdXV1CZYejNT9Cy+8YEQoLy9PEIHDEEhNwD57f/jwYZthjVesvscqeK9p2tKlS/VH2rSLi4vtU/d/ec1vUyEPeVmA4L1HdofgvUc2gjIQQAABzwpMnz7d+GqtpqZmcHDQquZwOGw8ZdmyZVbH048AAggggEDWBeQzF8H7rG8EBSCAQAAECN4HYBNZAgIIIIAAAgggkC0BgvfZkmdeBBBAAAEEEEAAAZ8JyN9sEbz32bZRLgIIIIAAApkSGDV4r39/5+7duzNVV0bneemll2pqavQrtW8TvM/o9jAZAu4L+DR4v3///srKSuP3q2g0yu3u3b9qvDvDsmXLjFfFpEmTPvroI/uiJ06caDxR9tTX19uf651HV65caVzF2LFjDx065J0iqSTAAioCbbwOKyoqrOL3xoP1PTbBe03Tjh07pj84hXYkEuFe976+JtVV5+tVBKB4gvcB2ESWgAACCLgn0NPTY/o6zX7G/v7+aDRqPHHu3Ln2J/IoAggggAAC2RKQT1sE77Plz7wIIBAkAYL3QdpN1oIAAggggAACCGRYgOB9hsGZDgEEEEAAAQQQQMCvAvI3WwTv/bp/1I0AAggggIDLAkkF7/9yJ8zm5uaBgQGXi8ro8L29vcY3sNr3ELzP6A4xGQLuC/g0eG91r/u2tjb3zZjBuwIHDhwoKyszPpHdfffdNkV3dXUZT5E99fX1x48ftznXOw/t3bt33LhxxoUsXbrUO0VSSeAFTG9MKi/LiooK0+UbL1p9j33wXtO0SZMm6Y9Pqk3q3nRH/NVJ8N4j+0Xw3iMbQRkIIICANwVM//1eVlY2arWPPPKI6au7X/7yl6OeywEIIIAAAghkXkA+bRG8z7w8MyKAQPAECN4Hb09ZEQIIIIAAAgggkDEBgvcZo2YiBBBAAAEEEEAAAX8LyN9sEbz39y5SPQIIIIAAAq4JJBW8l68rqqurXSsnowMPDg62tLSYphNN39KqOgneZ3SfmAwB9wV8GrxX35T0jfnz57sPxgxeF7j77rv1V4VsFxQUWNXd1dVldbt7H6XuNU1bvHixceGlpaUffPCB1drpR8BxgY6ODpvsvelN743Xrb5n1OD9G2+8UVJSoj8l8Tb3unf8Asj8gATvM29uOiPBe1MWOhFAAAEENE3buHGj6cuzlStXjuozPDw8c+ZM4+lVVVWjnssBCCCAAAIIZF5APmcRvM+8PDMigEDwBAjeB29PWRECCCCAAAIIIJAxAYL3GaNmIgQQQAABBBBAAAF/C8jfbBG89/cuUj0CCCCAAAKuCRiD98uWLdu7d28oFDK+p1PfE4lEmpubBwYGXCvNxYETuct9SUlJc3NzLBbTr1q2Cd67uDcMjUA2BPwYvDe9XR73us/G5ePROY1PXkKI5cuXG8u1itwLIerr643He7Zn3759pqs+fvy4Z2umsAALqCy08bKsqKiIi98bj9H3jBq8l4zf+9739GeN2uZe94G5/NTFFpgV+XQhBO99unGUjQACCLgtsGLFCtMXZps3b0586iVLlhgH6e7uTnwEjkQAAQQQQCAzAvIJi+B9ZrSZBQEEgi1A8D7Y+8vqEEAAAQQQQAABVwUI3rvKy+AIIIAAAggggAACwRGQv9kieB+cHWUlCCCAAAIIOCpgGrzXNO3VV1+dMWOG8T2dcT3V1dWOluP6YPIu96WlpXELifu0oaGhp6dHVhP3kBCC4L3r+8QECGRWwHfB+zVr1hi/NQnB700ye914e7YLL7zQeJGEw+FNmzbpC+/q6jIeJnv8da/74eHhOXPmmK5Fv17aCGRSwOa+93HZe9NLV3UmGLzXNE2dMmqjqKiIe91n8mJwdS6C967yJj44wfvErTgSAQQQyCmBkpIS42uza665JimE/v5+4yBz585NahAORgABBBBAIAMC8gmL4H0GqJkCAQQCL0DwPvBbzAIRQAABBBBAAAH3BHgDmXu2jIwAAggggAACCCAQKAH5my2C94HaVBaDAAIIIICAcwJWwXtN04aGhlpaWoxv64zraWho2L17t3MVuTtSTU1NXP3GT6dNm6YvwngAwXu9D20EAiDgr+D9/v37Kysrjd+aotFoAPaCJTgl8NZbbxUUFBivk1NOOWXv3r1ylq6uLqvb3fsrda9p2gMPPGBcrBAi2UCLU/6Mg4CmaR0dHfbZe6X0/9l+dHR0qCPtGytXrlQjffOb38zPzzf9uhBCrFixwn4oHvWRAMF7j2wWwXuPbARlIIAAAl4TML4eKysr6+3tTbZO4zhCiF/+8pfJjsPxCCCAAAIIuCogn7AI3ruKzOAIIJAjAgTvc2SjWSYCCCCAAAIIIOCGAMF7N1QZEwEEEEAAAQQQQCCAAvI3WwTvA7i1LAkBBBBAAAEnBGyC93L4xsbGUChk+uZO1RmJRJqbm50ox8Uxent7GxsbVc2mjZKSkubm5lgspq/DeCTBe70PbQQCIOCv4P2CBQuM35eEEG1tbQHYC5bgoMCdd95peqnInw/YpO6FEMePH3ewEreHeuWVV0wDxmVlZe+9957bszM+AjYC9tn7w4cP25ybzkM7d+4sLi42/Q4ghPjLS/d0BudcrwkQvPfIjhC898hGUAYCCCDgKYENGzYYX5KtXLkyhSJnzpxpHKqqqurIkSMpjMYpCCCAAAIIuCQgn60I3rvEy7AIIJBTAgTvc2q7WSwCCCCAAAIIIOCsAMF7Zz0ZDQEEEEAAAQQQQCCwAvI3WwTvA7vBLAwBBBBAAIH0BEYN3svhh4aGWlpajO/vjOtpaGjYvXt3ehU5f3aCd7nfsGGD6dxxaxRCELw3haITAf8K+Ch4b3Wv+76+Pv/6U7l7Ar/73e+Mz2JCiLFjx5r2CyF8d6/7Dz74wHQtCxcudA+WkRFISkDloo3XakVFhePx+507dxonkj2RSOTdd99NqngO9r6AusC8X2qwKyR4H+z9ZXUIIIBACgIrVqwwfVWWwlDylCVLlhgHLCoq6u7uTnlMTkQAAQQQQMBZAflURfDeWVVGQwCB3BQgeJ+b+86qEUAAAQQQQAABRwQI3jvCyCAIIIAAAggggAACwReQv9kieB/8nWaFCCCAAAIIpCSQYPBejt3Y2BgKhYxv8dT3RCKRgYGBlGpx/qRE7nIvhDDe5V5fin51sk3wXu9DG4EACPgoeG/8jsS97gNwBbq6BNNrxqrTd6n7o0ePnn/++abL+fOf/+wqLIMjkJRAOBw2vVCFEBUVFUkNZX+wzb3uSd3b0/n3UYL3Htk7gvce2QjKQAABBDwi0NPTU1JSYnwFeM0116RcYX9/fzQaNY45d+7clMfkRAQQQAABBJwVkM9TBO+dVWU0BBDITQGC97m576waAQQQQAABBBBwRIDgvSOMDIIAAggggAACCCAQfAH5my2C98HfaVaIAAIIJCawffv2xA7kqFwRSCp4r2naq6++OmPGDONbPPU91dXV69evz7pgS0tLaWmpvjDTdkNDg32pxrMI3tuL8WguCzz33HMrVqzwnYBfgvdr1qwxfkf6y18P8R04BTsisG/fvkTGWbBggellY+z0Xep+cHBw7ty5xoUIIYqKihLB4RgEMibQ0dFhk7136qb3Nql7IQT3us/Ydmd4IoL3GQa3mo7gvZUM/QgggEBuCpj+Q6ysrKy3tzcdkEceecT0X0DpjMm5CCCAAAIIOCggn6cI3jtIylAIIJCzAgTvc3brWTgCCCCAAAIIIJC+AO8kS9+QERBAAAEEEEAAAQRyQkD+ZovgfU5sNotEAAEEEhAQQuTn53d2diZwLIfkhECywXuJsnfv3sbGxlAoZPpeT9UZiUQGBgYy7OjIXe71NavlqAbBe70PbQT0AqtXrxZCLFu2TN/p/bYvgvem79rndvfev7pcqvCZZ55Zvnx5goNv377d9F6L6nlNCFFfX5/gaB457HOf+5y+fn37i1/8okeKpAwE4gRUQFp/xcp2RUVFmvH7nTt3GoeVPdzrPm4jAvapuq4Cti7fLYfgve+2jIIRQAAB9wSmTZtmfGFWU1MzODiY/qSmf87Jdz+HSd+BERBAAAEEvCkgnwEJ3ntzd6gKAQT8JUDw3l/7RbUIIIAAAggggICnBAjee2o7KAYBBBBAAAEEEEDAuwLyN1sE7727Q1SGAAIIZFZAPi8UFBRkdlpm865AasF7uZ5XX311xowZxjeS6nuqq6vXr1+fsfUPDg46cpd7fcH65cg2wXu9D20E9AIyeC+E8Nd9770fvLe61/38+fP1/rRzR+C888674oorEl/vxo0bCwoKjM9ossd397rv6+uzWsvs2bOPHz+euAxHIpBhAdOglLyeKyoqUi7G5l73pO5TVvXLiQTvPbJTBO89shGUgQACCHhBwPRfK5s3b3aktiVLlhjHLyoq6u7udmR8BkEAAQQQQCAdAfkkRfA+HUPORQABBKQAwXuuBAQQQAABBBBAAIGUBQjep0zHiQgggAACCCCAAAK5JSB/s0XwPrd2ndUigAAC1gLqbXnbt2+3PopHckggneC9pmlDQ0Pjxo1T15VVo6GhIQOmL730Uk1NjVUNsn/atGkbNmxIqhjjgATvkwLk4JwSUMF7f2XvvR+8r6ysNH4vKi8v7+vry6kLjMVKgc2bNwshqqqqEgfp6uo6+eSTjVeR7LnrrrsSHyrrR+7evfvMM880XcuMGTMOHTqU9QopAAEbgY6ODpvsfWo3vbdJ3Qsh3n33XZt6eCgAAgTvPbKJBO89shGUgQACCGRdoKenx/RfK04V1t/fH41GjVPMnTvXqSkYBwEEEEAAgZQF5DMUwfuUATkRAQQQUAIE7xUFDQQQQAABBBBAAIFkBQjeJyvG8QgggAACCCCAAAI5KiB/s0XwPke3n2UjgAACBgH1nrz8/PzOzk7D43TknECawXtN0/bu3dvY2BgKhdTVZdpobm4eGBhwybe3t7exsdF0Xn1nSUlJLBZLtgb9CLJN8D5ZQ47PHQF98F4I3/wY3/vBe+M3IiFEW1tb7lxarFQvMG/ePHlJ7Nu3T99v1e7q6po4caLpVaQ6r776aqvTPdXf0dFRXl6uyo5r8KcoPLVZFGMlYJO9r6ioSCF7X1xcHPe1oD6NRCJWZdAfGAGC9x7ZSoL3HtkIykAAAQSyLrBgwQL1Ykw1ysrKHCzskUceUSPrG+vWrXNwFoZCAAEEEEAgBQH5xETwPgU6TkEAAQTiBAjex4HwKQIIIIAAAggggEDiAr55x17iS+JIBBBAAAEEEEAAAQTcEJC/2SJ474YtYyKAAAJ+FJDPC+ouiwUFBdu3b/fjQnK55i984QtyHy+44IIHH3zwvffeS0cj/eC9mr21tdX0hkuyWvX/DQ0N6pT0Gy7d5V5fmKpcNQje631oI6AXUMF79cc4VqxYoT/Awbb6krz33nt37NiRzsheDt7v37/f6nb36SyZc/0rsGTJEnXxL1++fNSFjBq5V6MVFxc/+uijow6YrQN6enrq6upUtXGNiRMnvvnmm9mqjXkRSEFAhaXjLmYhROLxe5t73UciEe51n8K++PEUdS35sfgg1UzwPki7yVoQQACB1ARisdi0adOMr+5qamoGBwdTG9PqrK1btxon8tEfQLRaF/0IIIAAAn4XkE9PBO/9vo/UjwACXhAgeO+FXaAGBBBAAAEEEEDApwIE7326cZSNAAIIIIAAAgggkGkB+ZstgveZdmc+BBBAwKsC8nlh6tSp6p15+fn5Xi2WuswF1N7JRjgcrqur6+3tNT96tF4Hg/eapvX39zc1NcVVaPy0ubl5YGBgtNJGf9y9u9zr5zbWT/Be70MbAb2ADN6Hw+FVq1ap7P2yZcv0xzjS3rt3b9zX5pQpU5qamkZGRlIY38vBe9N75XG7+xR2ORin9PX16W9tfcUVV9ivq6urK+4rZdRPFy5cuHfvXvthM/9oW1ubzY3uzzrrrD/+8Y+Zr4oZEUhTQP01NOMXZkVFxaiDk7oflShHDiB475GNJnjvkY2gDAQQQCCLAitWrDC+rhNCbN682Y2qTOfq7u52Yy7GRAABBBBAIEEB+fRE8D5BLg5DAAEEbAQI3tvg8BACCCCAAAIIIICAvQDBe3sfHkUAAQQQQAABBBBA4G8C8jdbBO+5IBBAAAEEpIB8Xpg6depll12m3pzX2dmJj18Ejh49qjZO35Dx+5aWlmQX4mzwXs5eW1urr820XV1dvX79+mSrVccPDg62tLSYjqzvbGho6OnpUWel1tAPKNsE71OT5KxcEFDBe03TVq1apb58HM/eX3XVVWpwfUPG75N9XvNs8H7NmjX61an2/Pnzc+FyYo1GgX/9139Vl4EQYvLkycZjVE9XV5fV7e7V38XQj6ba48aNO3HihBon640//OEPqjbTxr59+7JeJAUgkIJAR0eHTfb+8OHDNmPapO6FENzr3oYueA8RvPfInhK898hGUAYCCCCQRYGSkhLjP1iuueYal0qKRqPG6ebMmePSdDk+bF9fX5G3PwoLC/Pz80N//zBeG2VlZRMmTLj22mt/9KMf7dixI8c3lOUjgIB7AvL7D8F794QZGQEEckeA4H3u7DUrRQABBBBAAAEEHBcgeO84KQMigAACCCCAAAIIBFNA/maL4H0wd5dVIYAAAskLyOeFqVOnylNV/D4/Pz/ZmGLyk3NGugK///3vCwoKjG+bM/aEw+GWlpbe3t5Rp3QjeC8n7e/vb2pqMtam74lEIs3NzQMDA6PWqQ5I8C73zc3N6pQ0G/qCZZvgfZqknB5gAX3wXmbvVb7Xqez9sWPHqqurjV+Ypj0yhz8yMmJv7s3gPfe6t9+13HzUeJ13dHSYUlhF7oUQ9fX1mqZ1dnaecsopxgFVTzgcvuGGG0wHz0xna2vrlClTVD2mjS9/+cuxWCwz9TALAi4JqNS08SKvqKgwjd/v3LnTeLDsiUQipO5d2inPDqsuIc9WmCOFEbzPkY1mmQgggICVwIYNG0xfoVkdn37/8PDwzJkzjZNWVVUdOXIk/fEZQS+wd+9eI3UwekKh0OLFi9955x39emkjgAACKQvI740E71MG5EQEEEBACRC8VxQ0EEAAAQQQQAABBJIVIHifrBjHI4AAAggggAACCOSogPzNFsH7HN1+lo0AAggYBOTzggrea5qmz94bDqfDQwLDw8Pnn39+Uu/nC4fDdXV1LS0tNstwL3gvJ62trR215urq6vXr19sUKR/K5F3u9cUY6yd4r/ehjYBeIC5470b2funSpcavSvseGb+3+fsy3gzemy6Ke93rr7dca584ccJ4VSxfvtzo0NXVZTxS9tTX1x8/flyesm/fvjlz5lgdKfsbGhp+85vfGKdwtScWi7W2ttoXVlxcbP8Kx9UKGRwBZwXy8vKsLviKioq4uWzudU/qPs4qRz4leO+RjSZ475GNoAwEEEAgKwKxWGzatGnGV3Q1NTWu1rN169ZwOGyc16k/fehq8f4aPMDBe3X9jB8//sCBA/7aF6pFAAEPCsjvKgTvPbg1lIQAAr4TIHjvuy2jYAQQQAABBBBAwDsCBO+9sxdUggACCCCAAAIIIOBpAfmbLYL3nt4kikMAAQQyKCCfF/TBe03T1JurbEKJGayRqcwFRkZGbrnlFrVZSTVk/L63t9c4tNvB++Hh4dbW1mg0OmrBu3fvNpanel566aWzzz571EGmTZumTnGqYZyU4L1TtowTPAFj8N7x7H1bW1t+fr7xCzORnqamps7OzpGRkTh5Dwbv9+/fb7qivr6+uOL5NHcE5Lus4i6MK664Ik6gq6vL6nb3+tS9POvEiRM2iV85VzgcNs4SN6mDn/7oRz/6xCc+EbdM46dvvfWWg5MyFALZFejo6LD5StTf9N4mdS+E4F732d3HbM1O8D5b8nHzEryPA+FTBBBAIKcEVqxYYfw3ixBi8+bNbjvceOONxqmLioq6u7vdnjqnxs+F4L0QIhQK1dbW7tixI6c2l8UigICzAvJZieC9s6qMhgACuSlA8D43951VI4AAAggggAACjggQvHeEkUEQQAABBBBAAAEEgi8gf7NF8D74O80KEUDAqwI/9tiHfF6YMGGCHkx/03uy93oZr7XTyd4LIcLhcEtLS1z83u3gvTTs7+83vf+S/o2hkUikubl5YGDAyN7b26s/0rRdUlLS3Nwci8WMp6fZY5yO4H2apJzuoMC6des89TzT2Ngo36cbt8ZVq1apL6W4h1L4NJ3svRBiypQpTU1N+vi9B4P3CxYsUGL6RgpcnBIYgdraWv3FINtVVVX6Bdqk7oUQ6l73+lNeeumlCRMmGEeO6/nnf/7nRx999NChQ/pznW2//vrrX/nKV+LmNf30y1/+srNTMxoCWRewyd5XVFSo7H1xcbHpF4UQ4i+vpbO+CgrIigDB+6ywGycleG80oQcBBBDIEYGenp6SkhLji7Rrr702AwL9/f2mf/B0zpw5GZg9d6bIkeC9uow3bdqUO5vLShFAwFkB+Z2E4L2zqoyGAAK5yvdARQAAIABJREFUKUDwPjf3nVUjgAACCCCAAAKOCBC8d4SRQRBAAAEEEEAAAQSCLyB/s0XwPvg7zQoRQMCrAuq9Sp5q5OfnG8GI3xtNvNmT8n3v4y7Curq6lpaWadOmxfUvW7bMpYUPDw+3traavhlUX0NDQ8Pu3bs1TcviXe71AvraZJvgvd6HdnYFKioqjJeoF3qMLKtWrQqFQrI2R77PpHzf+zifpqamq666Kq7zvPPOMy4h2R7TPxrywAMP2I+zf//+ysrKuHqEEOXl5dzu3p4u2I/OmzfPeFXIHrXwrq4uq2MuvfRS09S9OlfTtDPPPNPq9Lj+vLy8urq6Bx544NixY/oRkm2vXr36+uuvP+WUU+LGt/o0Ly/P1eR/svVzPAKOC9j8papTTjmlqKjI9KujpKREvnh2vB4G9IUAwXuPbBPBe49sBGUggAACGRbYsGGD6Su0lStXZqyS4eFh0xqOHDmSsRoCP1GuBe/VFfXZz3428JvLAhFAwFkB+Q2E4L2zqoyGAAK5KUDwPjf3nVUjgAACCCCAAAKOCBC8d4SRQRBAAAEEEEAAAQSCLyB/s0XwPvg7zQoRQMCrAvL7cDgczvPGh6zHNHivaZp8VAhhdYBXmXOrrjTve6922arhSCDWZkv6+/ttMkWyqkgk8s1vftOqQtXv3l3u9fWr6VSD4L3eh3Z2BWTwPhQKeeNJJk99dZuyOJu9T/O+9+or2rSRxeC91b3u165da6pKZy4IvP322+qLy3jFSgGbe90nkrrXNO348eP3339/JBIxTmHVU1hYeN555910000PP/zwH//4x6GhIfvt+POf/7x27dqlS5fOnz//E5/4hNWwpv3nnXfeb37zG/vxeRQBvwvY3Pfe9OtCdr777rt+Xzj1pyNA8D4dPQfPJXjvICZDIYAAAj4SMP5JUyFETU3N4OBgJldh+g9GfoDp4BaYBu/vvffeVjc/kvrnufynQTgcLikpMf3zdlOmTEntz3c+9NBDDkoyFAIIBF5AfjsieB/4jWaBCCCQAQGC9xlAZgoEEEAAAQQQQCCoAgTvg7qzrAsBBBBAAAEEEEDAYQH5my2C9w6zMhwCCCCQsID8Prx58+aEz3D3QFmPVa5e3fReCNHZ2eluKYyehsDw8PANN9wgd9Px/3c7eK9p2tatW2tra9OvvKenJw3FRE811nnuuefenMzHtm3bEp2M4xBIUkC+Zfaqq65K8jy3Dr/55pvll4zVBKtWrVJfU1bHJN6/evXqvLw8NaCDjSwG701XMX/+/MRZODJ4AkuWLDG9MGSnpmnpp+4V2q5duy6//HKb6WweKigoqKqqmjt37qJFi6699tqbbrrpxhtvXLRo0fz5888+++zx48fbnGv/0KpVq4aHh1WRNBAIsECy2ftIJBJgDZaWiADB+0SUMnAMwfsMIDMFAggg4EEB03/IZP53ATfeeKOxkqKiou7ubg+i+bEk0+D9K6+84tJaYrHYZz7zGeOeWvWcfvrpN95445o1a2Q9fX19xiO3bNmiadrhw4fXrVt32223FRQUGI+x6pk+ffoHH3zg0mIZFgEEAiYgv5MQvA/YtrIcBBDIigDB+6ywMykCCCCAAAIIIBAMAYL3wdhHVoEAAggggAACCCDguoD8zRbBe9ehmQABBBCwEJDfhzP/ZjuLcv52T3ur4L08S8Xv8/Pzid9bSXqh/5ZbbrF6M5wQ44RoF6JRiBLrYywfCYfDLS0tvb29bi+zqanJ9I5MlpUJkZm73OsXblNMgg8988wz+gFpI+CggO+C95qmOXvfe03T8vPzLb4YQ0L8uxCdQkywOGCU7ilTpnR2do6MjKS2Zb29vcYJHnjgAZvRrG53b3MKD+WCgPFC0vdMmGB5hV966aUp++zateumm27ST5Th9tSpU1taWgYGBlJeAici4F8BFaW2+bqLRCLc696/W+xg5epqcXBMhkpBgOB9CmicggACCPhd4MorrzS+WisrK8vKuh555BFjMUKIdevWZaWegE2ayeB9Ij8tLygouPDCC62QbYL3pqfMnz8/EomYXj/6zptuusn0dDoRQAABvYD8vkHwXm9CGwEEEEhNgOB9am6chQACCCCAAAIIIKBpGsF7LgMEEEAAAQQQQAABBBISkL/ZCoVCYT4QQAABBNwU0L8Dydj2V/Be07R58+YZVxHXM23aNDdFGTshgVAoFLcvuk//WwhNiGMfJ/BTjN/X1dW5Hb/funVrbW2truxRmpm5y73+ZdYoBSXw8Kc//emEtpODELAWsL/QfHTHe/nF9dhjj9l++/rbcq09/p9HbIcKCdEixPDH8fsme0arR6dMmdLU1JTCX6JJNni/Zs0a0xq43b3+e3IOto8cOWJ6YYzaeemllx4/fjxNsdtuu+2kk04adS7HD/j0pz994sSJNIvndAR8LZCXl2fzlUXq3teb62zxBO+d9Ux5NIL3KdNxIgIIIOBTgQ0bNpi+Wlu5cmVWVjQ8PDxz5kxjSVVVVVmpJ2CTZix4P3v2bOMm6ntKSkq+/e1vDw8P2wgnG7yXQz300EP6iUzb06dP56/j2cjzEAII/PWd/R9/ELznYkAAAQTSFyB4n74hIyCAAAIIIIAAAjkrQPA+Z7eehSOAAAIIIIAAAggkJ3DrrbdGo1HT347TiQACCCDglIBt5O+vk/gueK/eG2FDdOaZZ9o8ykMeECgX4sOPs/eaEIeF+IYQ4RSqCofDixYt6uvrS+4lSDJHDw0NWd3kOa7g1tbWZAZ25ti4GlL49Pzzz0/hLE5BIHEB3wXvNU372te+JoQY9Qk0cQTrI0N//06oCfGkEKlHiLdu3ZrUt5Wkgvf79++vrKw0rqK8vNzV78BJrYiDsyLQ0tJivDBG7XEkdS/Xe+zYsdWrV9tngEetJ/EDvvGNb+zcuTMr1EyKgKcE1q9fb3Ovyz/96U+eqpZisihA8D6L+PqpCd7rNWgjgAACgReIxWLTpk0z/jOnpqZmcHAwW8vftm2bsSQheI+lAxuSgeB9LBarqakx3UHVOW7cuEQWk1rwXtO0J598csKECWo608Ypp5zywQcfJFIGxyCAQG4KyG8dBO9zc/dZNQIIOCtA8N5ZT0ZDAAEEEEAAAQRySoAfCufUdrNYBBBAAAEEEEAAgbQE9uzZ8y4fCCCAAAJuCrzyyiubLT7kOwz8Fby/6667ZNmhUOjb3/62xco2v/XWW26iMvboAvfcc4/pu98+7iwQ4i0hmoU4y/oYu0caGxvb29uHhobSehUy2sktLS2lpaV2dRgeq66uXr9+/WgDO/m4oYSkOx5//PHRt5MjELAV2GzxIe9E7a/gfWdnZ35+vvxCuvjiiy1W9tfudxP7GDNmjPWX5U1C/I8QdUKErI+xfKS4uLi1tfXDDz9M7XtK4sF77nWfmnAunCXfWWV5jVo8cOmll7qH8+c///mrX/3q9OnTLSZPrrusrGzOnDm//e1v3SuYkRHwtYDKVKsvLe517+sNdaN4dZG4MThjJi5A8D5xK45EAAEEAiBQUlKiXp6pxrXXXpv1pZn+KfY5c+ZkvTC/F+B28P7kk09WF5JpI6m/yZhy8F5t07x580zLUJ3J/m1KNTINBBAIvID8RkHwPvAbzQIRQCADAgTvM4DMFAgggAACCCCAQFAFCN4HdWdZFwIIIIAAAggggAACCCCAAAKBEpDvMPBR8F6ful+9enWgNiNwi1FvdDNrjHJ7HLNT/tZXW1u7ZcuWDGi99NJLNmXYP9TQ0LB79+4MFKlpmn0liTz6zDPPZKZUZslBgYqKCiGEv4L3KnW/ePHi9Ldsy5Yt1l+G44U4L7XI/fjx49euXXvkyJF0Kkw8eM+97tNxDva5tbW11le4+SOXXXZZLBbLAMtf7nHX3Nx85ZVXVldX29yX21jl2LFj6+rqbrnllh07dpw4cSIDpTIFAr4WyMvLU19HpO59vZUuFU/w3iXYZIcleJ+sGMcjgAACvhZQL8/0jffeey/ri3rkkUf0Jan2unXrsl6brwtwNXh/6NAhtVPGRmFh4bPPPpuUXvrBe03TXn/99bFjxxrrkT2FhYXd3d1JVcXBCCCQIwLyuwTB+xzZbpaJAAKuChC8d5WXwRFAAAEEEEAAgWALELwP9v6yOgQQQAABBBBAAAEEEEAAAQQCIiDfYeCX4L1K3QshSN17/BJcvny51fve0uxftmyZ22v/05/+dMUVV6RZZyQSGRgYcLtU0+D9lClTZifz4Z3vABngYooMC/gueN/Z2am+9tO32rJli+ld5tQUKTfOO++89MtLPHhvWufatWvTr4ERfC1g+ncliouLTS8Y2VlWVtbY2Pjwww8fPXo0k2s/fvz4iy+++B//8R8rVqy4/vrrFy1aNH/+/IsvvnjOnDmLFi266qqr7rvvvpaWlrVr1+7fvz+ThTEXAgEQ6OjoUNn7d999NwArYgnOChC8d9Yz5dEI3qdMx4kIIICA7wQ2bNhg+o8yLyxkeHh45syZxvKqqqrS/NuCXlhdFmtwL3gfi8UmTZpk3DLZM3Xq1KTudS+JHAnea5o2MDDw2c9+1qq2kpKSFGrL4iYyNQIIZEZAftMgeJ8ZbWZBAIFgCxC8D/b+sjoEEEAAAQQQQMBVAYL3rvIyOAIIIIAAAggggAACCCCAAAIIOCMg32FQVlZ2sjc+ZD35+fmmy1NvogqFQqYH0OkRge9///tqsxxvuB28HxwcLC0tHbXsCy64YNRjqqur169f7/amGMu477773J6U8RFIUEAG7wsLC73xJHNyUVGR/JIxrb+zs9PB2913dnYm8s3E+CWcSE8mg/dr1qwxLcnUkM6cEpg3b57x2lixYkVBQYGxP64nLy+vpqamsbGxs7OTfEVOXTYsNpACMnsfiUQCuToWlaYAwfs0AZ06neC9U5KMgwACCHhc4Pjx42eddVbcv7+EEBMmTNjujQ+rm94vXbrU47YZLu/1ZD7Wr19v3PRXXnkl/ZqnT59uHFn2XH/99amN71TwXs4eCoWsKiwvL0+tQs5CAIEAC8jvGATvA7zFLA0BBDImIIP3QgjTXwGHw2EhxOWXX56xepgIAQQQQAABBBBAwEcCBO99tFmUigACCCCAAAIIIIAAAggggEDuCixcuNDqbUlZ7DcG79W97kOhEPe69/j1mv6VU15e3tjYODQ0pGnaOeecEzegS8H73t7exsbGuLmMn5aUlMRiMbUF/f39TU1N8jfHxoNVT3Nz88DAgDrL2YaaRTUI3jsrzGhpCljdaU1dsVlpGBflYORe07TOzs4011VcXNzQ0NDa2qpp2je+8Y240TIWvF+wYEHc1PJTbndvvIRysMd4bdx9992apj355JPynvZXX3218Rj7nvz8/H/8x398+OGHX3vttaNHj+agKktGAAEEAiZA8N4jG0rw3iMbQRkIIICAqwI9PT0lJSX2/+by8qNz5sxx1cdfg6e/U+kH761qCIfDbW1tKXs6G7zXNG3Hjh2RSMS02iuuuCLlOjkRAQQCKSC/VxC8D+TmsigEEMiKgOlrMNVJ8D4rm8KkCCCAAAIIIICA9wUI3nt/j6gQAQQQQAABBBBAAAEEEEAAAQS09vb26730IX8JF41G9XtD6l6v4fF2mve6b2xsbG9vl5F7udLMBO8TvMt9Q0NDT0+PcQu2bt2qfn9s1aiurl6/fr3x3PR7jDMSvE9flREcFOjt7fXO88ysWbOEEKFQKG6B+px83EMpfJrmve5l5P7DDz9UU2creG91r/v58+er2mjkrMDevXuNT0B79uzRg9TU1BiPSbwnPz9/3rx5+gFpI4AAAgj4ToDgvUe2jOC9RzaCMhBAAAFXBa688srE/8HlzSMd9xkYGFjiz4/0NyjN4P3rr79uWkNBQUFnZ2c6O+V48F7TtN27d5tWK4R48skn06mWcxFAIGAC8nsFwfuAbSvLQQCBLAqoXwGrF2Oq5/rrr1+3bl0Wa2NqBBBAAAEEEEAAAc8KELz37NZQGAIIIIAAAggggAACCCCAAAIIeFdA/kJu6tSp+hLVb+m4172exYPt5cuXq81KqnHqqad+/etf37Jli3FRGQjev/TSS2efffaoBW/cuNFYnuppbW2NRqOjDtLQ0KBOcaphnJTgvVO2jBM8gdWrVwshwuGwfmmdnZ0O3u7+5ZdfTvn+cgsXLly7du2RI0f05WXxjveVlZXG7zDl5eV9fX1xFfJpDgrce++9xstD7/DRRx/l5eUZj0mw55Of/OTTTz89ODioH5M2AggggIDvBAjee2TLCN57ZCMoAwEEEHBP4MUXX0zwX1tePuzo0aPOEr333nteXq+rtaUTvB8YGBg7dqxpeWmm7jVNcyN4r2namDFjTAvOz89/9913nb2uGA0BBPwrIL9RELz37w5SOQIIeFYgFArJ77GerZDCEEAAAQQQQAABBLwjQPDeO3tBJQgggAACCCCAAAIIIIAAAggg4BsB+ds4FbznXve+2bmPC92yZYv6larpu9z0ncab25su1r3g/eDgYEtLi74k07bVXe5Nq9U0rba21nQcfWd1dfXzzz9vNUKy/fqRZZvgfbKGHJ87AnHBe2cj95LxwIEDpnl145eqEMJ4c3vTvcjKHe+tbndvWiGduSbw4IMPGi/puXPnxjn09/f/53/+p/FIq57CwsLrrrvu97//fdw4fIoAAggg4F8Bgvce2TuC9x7ZCMpAAAEE3BOw+neWv/oLCwu7u7sdVJLLnzVr1lK/faS/cSkH73/6059azf7II4+kvzsuBe81TduyZUs4HDYt/tZbb02/ckZAAIEACMhvEQTvA7CVLAEBBLwmoN4l4rXCqAcBBBBAAAEEEEDAgwIE7z24KZSEAAIIIIAAAggggAACCCCAAAJeF5DveJDBe1L3Xt8ts/quueYa03e2qc7y8nIZuTc726TPpeC9I3e5NylX04aHh1tbW6PRqFqyVWP37t2mIyTbaRyf4H2yhhyfOwJxwXt1o3shnPyRvs0blNUXbENDQ2tr64cffpgIfuaD9/v37zf98wHl5eWJFMwxwRY4ceJEdXW1uphVY+PGjfqF79u3r7m5efz48eoA+0ZZWVlPT49+BNoIIIAAAgEQIHjvkU0keO+RjaAMBBBAwCWB//mf/7H/B5ePHq2vr3dQSS7cjz8sTX/LUg7eW906/utf/7ojW+Ne8F7TtEcffdSULhwOO1I8gyCAgN8F5LcIgvd+30fqRwABDwoQvPfgplASAggggAACCCDgWQEn36Xn2UVSGAIIIIAAAggggAACCCCAAAIIIOCsgHzHw9SpU1XqXgixevVqZ2dhNPcETN82J7f11FNPvfXWW4eHh5Oa3Y3gfWNjo+nb7/SdJSUlzc3NSZWqP7i/v7+pqUk/oLEdiUSam5sHBgb0J6bQNo7sx/eSprBwTkEgBQF98L6zs1N9+SxevDiF0axOGRkZufDCC9Xg+saYMWMWLly4du1aq3NN+zMfvF+wYIG+bNVOtnLT5dDpd4FnnnlGXRKqMWPGjJGREbW0d955JxKJqEftGxMmTGhubj506JA6nQYCCCCAQGAECN57ZCsJ3ntkIygDAQQQcEngyiuvtP9nl78eXbdunVNQcuF+/GFp+luWcvDedOrp06c7tSmmv0HYsmWLU+PPnTvXdAlOjc84CCDgawH5/YHgva83keIRQMCbAgTvvbkvVIUAAggggAACCHhTgOC9N/eFqhBAAAEEEEAAAQQQQAABBBBAwNMC8h0PU6dOVW+NCoVCnq6Y4gwCau9Uo7y8vL29fWhoyHDs6B3OBu8HBwdbWlpUYVaNhoYGR266W1tbazWF6q+urh5dwfYINZRq+PG9pLZL5EEEHBNQwfvOzk51u3tnU/ey1u7ubvUlKRvFxcUNDQ0J3uI+bsEZDt6vWbMmrnj56fz58+MK49PcFDB9dnvqqaekxssvvzxv3jz1FivTa0nf+fTTTw8ODuamJKtGAAEEckGA4L1HdpngvUc2gjIQQAABNwRGRkZ2ufnxox/9SP+POCFEXl6emxPu2rdvn1NQsnI//rD0f5L52L59e9weCSFSC96/+eabxqGKi4s/+OADpzbF7eD98PCwcQlCiLa2NqeWwDgIIOBfAfn9geC9f3eQyhFAwLMC6rdCnq2QwhBAAAEEEEAAAQS8I0Dw3jt7QSUIIIAAAggggAACCCCAAAIIIOAbAf07okKhEPe6983O6QrdsWPH5MmTU7i5vW6M/206Fbzv7e3VX12mbXmX+1gs9r/TO9Hq7+8Ph8OmM6rOSCTS3Nw8MDCQwoRqENXw43tJU1g4pyCQgoAM3qsvFjci96qqc845J4Wb26vT9Y0MB++Vj77Bve71O5LL7Xnz5ukvDNn+t3/7t8cff/yss84yPmTaU1BQsHXr1lxmZO0IIIBA7ggQvPfIXhO898hGUAYCCCDgR4Gf/exncf+yy8vL88tCZOWB/2Hp3r174/YoteD9f//3fxvHEcLh98G6HbzXNO2WW24xXchDDz3kl0uXOhFAwCUB+c2B4L1LvAyLAAK5LEDwPpd3n7UjgAACCCCAAALJCjj8A8dkp+d4BBBAAAEEEEAAAQQQQAABBBBAwI8C6u1QpO79uH1u1Jx+8F7e5b60tFRdXaYNp+5yb4qwdetW0/sDx1VSXV1terp9Z9wgQojAv5fUHoRHEbARiAve2xzpqYcyGby/6KKLjN9VuNe9p66H7Baj3julv06Ki4v1n9q0x40b961vfau3tze7q2B2BBBAAIGMCRC8zxi1/UQE7+19eBQBBBBAwEaA4L0Njkcecip4b/xRvBCioKDA2WVmIHivadrJJ59s/OlENBp1di2MhgACvhOQ3xkI3vtu4ygYAQS8L6B+eeT9UqkQAQQQQAABBBBAIOsCBO+zvgUUgAACCCCAAAIIIIAAAggggAAC/hNQ74Vqa2vzX/VU7IKA8d1+y5YtS2qes88+W11XVo1p06YlNWYKBw8PD7e2tkajUasaZH9DQ8Pu3buTGt84IMH7pAA5OKcE9MH7L33pS35ZeyaD98ZvKUKIffv2+cWKOt0WML1CEuycMGHCoUOH3K6Q8RFAAAEEPCVA8N4j20Hw3iMbQRkIIICAHwUI3nt/1xwJ3r/55pum/7pvbm52UODAgQP333+/caKvfOUrPT09Dk704osvGmcRQvz0pz91cBaGQiBZgffffz/ZUzjeWQH5nYHgvbOqjIYAAghomkbwnssAAQQQQAABBBBAIHEBgveJW3EkAggggAACCCCAAAIIIIAAAggg8DcBIQT3uudq0AukFrxP8C73Qog9e/bop8tAe+vWrbW1taZv+9N3Pv/88wkWoz9LtgneJ0jHYTkoIIP3ixcv9tfasxu853b3/rpaXK323nvvNT7pjNrT3t4+MjLiamEMjgACCCDgWQGC9x7ZGoL3HtkIykAAAQT8KEDw3vu7ln7w/sCBAyorpf9n/pNPPpn+8jdt2jRt2jT9sPbtiRMnpj+ppmlvvPGG6USODM4gCKQgEAqFqqqqUjiRUxwUkN8WCN47SMpQCCCAgBQYN26c/B4LCAIIIIAAAggggAACowoQvB+ViAMQQAABBBBAAAEEEEAAAQQQQACBeAFS9/EiOf95asH7BO9yv3HjxqwADw8Pt7a2mr7tT9/Z0NCwe/fuUSvUnyLbBO9HReOAnBWQwXvfLT+Lwfvy8vK+vj7fiVGwGwJHjhwZP3688UnHqqewsPD666///e9/70YxjIkAAggg4BcBgvce2SmC9x7ZCMpAAAEE/ChA8N77u5Z+8P7WW281/us+Go2mv/be3l7jyKP2nHbaaTt27Eh/dtOJ0h+WERBIQWDVqlVCCIL3KdA5e4r8tkDw3llVRkMAAQQ0TSN4z2WAAAIIIIAAAgggkLgAwfvErTgSAQQQQAABBBBAAAEEEEAAAQQQ+JvA6tWrsUBAL5Bs8L63t7exsdH0HXWqs6SkpLm5ORaL6SfKfLupqSkcDquqTBuRSKS5udm+NuOJBO/txXg0lwWeeuop393uXtO0LAbv165dm8sXDGvXC7S0tBifcax6ysrKenp69KfTRgABBBDITQGC9x7Zd4L3HtkIykAAAQT8KEDw3vu7ln7wvqKiwvgP/IceeijNtf/7v/97Xl6eceREekKh0K233ppmAaYTDQ8PpzkspyOQrMCqVatCoRDB+2Td3DheflsgeO+GLWMigECOCxC8z/ELgOUjgAACCCCAAAJJCRC8T4qLgxFAAAEEEEAAAQQQQAABBBBAAAEEEDARSCp439LSUlpaavp2On3nnj17TGbKRte2bdtqa2v1tZm2n3/+eZvqjKcQvLfh4qEcF/DpO2uzFbyfP39+jl8wLF8JnDhxorq62viMY+yZMGFCc3PzoUOH1Lk0EEAAAQRyWYDgvUd2n+C9RzaCMhBAAAE/ChC89/6upR+8N/7rXoh03/56ySWXmA6bVGdNTU06/lOmTDFO98QTT6QzJucikKyASt0TvE+Wzo3j5fcEgvdu2DImAgjkuADB+xy/AFg+AggggAACCCCQlEC6P3lMajIORgABBBBAAAEEEEAAAQQQQAABBBBAIJACiQTvE7nL/V/eKeiFu9yb7lF/f39TU1M4HDa+C1DfE4lEBgYGjCPoj5FtgvdGJXoQ8LVAtoL3vkajeGcF7P9MTCgUmjt37saNG52dlNEQQAABBAIgQPDeI5tI8N4jG0EZCCCAgB8FCN57f9dMg/fGHxr7tGf8+PGHDx9ObRdisVheXl7cwsPhsCN/mvPo0aPPPvvsokWLLrnkktTK46xcEFi1apX+CqyqqsqFVXt5jXI7CN57eY+oDQEEfCpA8N6nG0fZCCCAAAIIIIBAVgQI3meFnUkRQAABBBBAAAEEEEAAAQQQQAABBAIlMGrwPsG73Dc0NHjcZdu2bTNnztS/B8vYPv30059//vm4hRgPI3gSgjH1AAAgAElEQVQfR8SnCPhdICvBe2537/fLxtn6jc81qqegoGDbtm3OTsdoCCCAAAKBESB475GtJHjvkY2gDAQQQMCPAgTvvb9rwQ7eCyFOP/30lHfB9C8Jrl+/PuUBNU07duxYe3t7WVmZ+tnImjVr0hmQc4MqoL/XfTQa5Y73Xtho+WVL8N4Le0ENCCAQMAGC9wHbUJaDAAIIIIAAAgi4KkDw3lVeBkcAAQQQQAABBBBAAAEEEEAAAQQQyAkB++D9pk2b1JvbrBrTpk3zyz14h4eH5buvrNYi++P+iIDxYIL3OfG1wSJzScAYvD/jjDOeSfvjkUceMX4DkT3l5eV9fX25ZMxaRxEwvVTGjRv3rW99q7e3d5STeRgBBBBAIIcFCN57ZPMJ3ntkIygDAQQQ8KMAwXvv71oAgvdf+tKXJk2aZPrDB9m5ePHi1Daira3NOOxVV12V2mjt7e2NjY36yL0c/JRTTjl06FBqY3JWUAX0qfulS5fOnTuX4L0X9lp+zRK898JeUAMCCARMgOB9wDaU5SCAAAIIIIAAAq4KELx3lZfBEUAAAQQQQAABBBBAAAEEEEAAAQRyQsA0eD84OFhaWmp8w1xcT0NDw549e/zItG3btri1GD89/fTTn3/+eU3TjA8RvPfjplMzAjYCxuC98QvfwZ4FCxbYFMNDOSiwZMkS/QX2T//0T62trYODgzlIwZIRQAABBJIVIHifrJhLxxO8dwmWYRFAAIFcECB47/1dDkDwfsuWLdL5X//1X0OhkP6nEKo9PDyc2l5UVVWpQWQjFAoNDQ0lMprx5vZxQ6lPw+Hw66+/nsiYHJMLAvrLWK6X4L1H9l1+zRK898h2UAYCCARJgOB9kHaTtSCAAAIIIIAAAm4LELx3W5jxEUAAAQQQQAABBBBAAAEEEEAAAQSCL2AM3s+ZM+eMM85Qb2gzbcyYMePVV1/1tc5DDz100kknma5O3/mFL3xB/6lsE7z39dZTPAJGgQwH77nXvXELcrmnr6+vuLhYPde0t7ePjIzkMghrRwABBBBISoDgfVJc7h1M8N49W0ZGAAEEAi9A8N77Wxyk4L2mab/61a/UTyH0jbvuuiu1vWhsbNSPI9vr1q2zH+3YsWOmN7c3DqV6ZsyYYT8mj+aIwKpVq9RVsWzZMrlqgvce2X25NQTvPbIdlIEAAkESIHgfpN1kLQgggAACCCCAgNsCBO/dFmZ8BBBAAAEEEEAAAQQQQAABBBBAAIHgCxiD9+odS1aNkpKSWCwWAJoDBw40NTWFw2GrlVr1E7wPwO6zBAT0AhkO3uunpo3AvffeK4QoKChYtGjRtm3bAEEAAQQQQCApAYL3SXG5dzDBe/dsGRkBBBAIvADBe+9vccCC95qmmf5IPBKJpHbT+02bNhl/kG4V4z969Oizzz67aNGiMWPGGM8atcf7VwsVui2watUqdbt7lbrXNI3gvdvyCY4vv4oJ3ifIxWEIIIBA4gIE7xO34kgEEEAAAQQQQAABgvdcAwgggAACCCCAAAIIIIAAAggggAACCKQrkFTwfuPGjenO58nzW1tbo9HoqO/qUwcQvPfkNlIUAqkLZDJ4v2bNmtQL5czACTz33HMrV6788MMPA7cyFoQAAgggkCEBgvcZgh5tGoL3ownxOAIIIICApQDBe0uaQDzwuc99Tv1UWTZCoVBqK7vwwgvjhhJCTJgwIbXRzj33XONop59+emqjlZSUxI1WXV2thpI3ty8tLY07JqlPFy1aNDQ0pMakkZsCppF7SXHGGWcIIfLz88/0zMfNN9+cg9skv64J3ufg1rNkBBBwW4DgvdvCjI8AAggggAACCARJgOB9kHaTtSCAAAIIIIAAAggggAACCCCAAAIIZEcgweD9uHHjWlpaslNiRmbdt2/fl7/85QTf6kfwPiN7wiQIZE4gk8H7jo6OzC2MmRBAAAEEEEAg6AIE7z2ywwTvPbIRlIEAAgj4UeDZZ58tKysr/ftHWVnZySef7JeFyJ+m8sNSm/2aMmVK3M+cy8rKbI63eaioqChuKCHE5s2bbU6xeai3t1dlmNWwoVDo8OHDNmdZPXT66aerQWSjtLT02LFj7e3tjY2NaUbuhRCk7q3kc6r/scceU5eZceHl5eXqUY80zjrrrN7e3lz7gxESn+C98RKlBwEEEEhTgOB9moCcjgACCCCAAAII5JQAwfuc2m4WiwACCCCAAAIIIIAAAggggAACCCDgikAiwfuGhoY9e/a4Mr3HBp05c2Yib8nivaQe2zfKQSBdgTvvvDOUqY8XXngh3XI5HwEEEEAAAQQQ+LsAwfu/S2T5vwTvs7wBTI8AAgj4X0DdzNxfS5E/SuWHpTa7Zn8reJsT4x564403jD+4rqqqijssqU9nzZplHPPBBx9MahB58MUXXxw3VCgUSj9vL8ckdZ/CjgTvlMcee0z9qYhly5YZF+jB4L28gH/1q18Zqw1wj1w1wfsAbzFLQwCBbAkQvM+WPPMigAACCCCAAAJ+FCB478ddo2YEEEAAAQQQQAABBBBAAAEEEEAAAW8JjBq837hxo7cqdrOa4eHh1tbWaDQa9zbBuE95L6mbm8DYCCCAAAIIIIAAAgggkKgAwftEpVw+juC9y8AMjwACCARfgOB9UPe4oKAg7mfLF110UQqLve222+LGEUJ897vfTWEodcqWLVuMY86ePVsdkHjj9ttvNw7lVE+u3TA8cfbcOXLU1L2maTJ4//+zdx9gUlTpwsdP90SiM2QQkRWvJMdBV5AlKAooDoiCiuuiiKCsqwgqKgpGkqioGGFhQVCvIAYQgc/hGgEVAQOSRDIOImkYYAITevq7a611yzqnq6urw3T4z3Of66lT73nPOb+qaRq23y6Xy9U1an60XwEK7xPnRmWnCCCAQFgFKLwPKy/JEUAAAQQQQACBOBOg8D7OLijbQQABBBBAAAEEEEAAAQQQQAABBBCoAoFjx47l//bz4osvGj8Jd+ONN+7fv78KFhQdU37xxRft2rUzghjbFN5Hx1ViFQgggAACCCCAAAIIJLoAhfdRcgdQeB8lF4JlIIAAArErQOF97F4765Ub/1VZa99yyy3WQ5RnmzZtakqVkZGhjAyos1WrVqa06enpAWUoLCx86623zjvvPFMee4cuIS4Q4kZfwX/961+pug/ocsRl8PTp0/U7xGKDWuF9UlKSRUyET2nLpvA+wuxMhwACCMSrAIX38Xpl2RcCCCCAAAIIIBAOAQrvw6FKTgQQQAABBBBAAAEEEEAAAQQQQACBBBXweDz6p5datWqVoAqGbXs8nrlz59atW1dn0RsU3hucaCKAAAIIIIAAAggggECVCVB4X2X0f5yYwvs/enCEAAIIIBCwAIX3AZPFwoDS0lL9n5T1xr333utg7XqplZ4nJP+G36dPHz2h1nC73TaXV1xcfOONN9asWdOUwfZhGyG2CfG9EPWUQzp06DB79uy5/CSAwDDfP127dnW5XNod8sgjj1jcnFFbeH/55Zcr9zdnzpy4vLbaxXrllVcsLhanEEAAAQQcCOjvBh2MZQgCCCCAAAIIIIBAoglQeJ9oV5z9IoAAAggggAACCCCAAAIIIIAAAgiEV8DtdteoUePRRx8tLS0N70yxk/3IkSNut9v0yT8K72PnArJSBBCIH4F9+/YtW7Zs4MCBvXr16tix41lnndWhQ4fLLrts4MCBK1asKCoqCn6rc+fOvfvuu/v06ZOVlXXOOedccMEF999//4IFCw4fPhx8cjKEVmD27NkjR47s3bv3+eefn52d3bFjx/79+7/33ntHjx51PFFpael333336quv9uvX7+KLLz733HPPOOOMCy+8sG/fvnfeeee2bdscZ2YgAgggED4BCu/DZxtQZgrvA+IiGAEEEEBAFqDwXjaJg569e/ea/mFZCDFp0iQHW6tWrZopVceOHR3kMQ0ZMmSIKa0Q/j+Xu3jx4iBK7tsI8ehvJfdei6p7eVX0JLjAxIkTTXev6TBqC+99XTjllz77Co65fgrvTfcnhwgggEDwAhTeB29IBgQQQAABBBBAIHEE/P8DX+JYsFMEEEAAAQQQQAABBBBAAAEEEEAAAQQQCJ+Ax+OZO3eu/tkmCu/DR01mBBBAQBdYs2bNjTfemJaWpr/8+m2ce+6533zzjZ7BTmPVqlXZ2dl+MwshunXrtmnTJjs5g4n54Ycf5MXYf9ycNvVTTz0lJ8nJybG/sMLCQotn1tnPE/LI1q1by1tT9tisk582bVrbtm2VGXx13nfffSUlJSHfGgkRQAABZwIU3jtzC/koCu9DTkpCBBBAINEEKLyPyyt+7Ngx+a+WY8eOdbDZWrVqmVKde+65DvKYhlx33XWmtC6XyxSjPDxy5MjcuXNTUlJMw+0dJgnRWYipQnh/K8JXD2rTpk1XfhJD4BTfP8nJydr9UaNGjd27dyvvRq0zagvvq1evrtxfz5494/LyDhw40OIycQoBBBBAwLEAhfeO6RiIAAIIIIAAAggkoACF9wl40dkyAggggAACCCCAAAIIIIAAAggggAACVSYwYsQIt9sthKDwvsquARMjgEDCCGzfvl39sWt/vSkpKePGjbPvpH9+11/if5+vUaPG/Pnz7Sd3EBklhfevv/66BYiDfQU/pLKy8rHHHrNYlenUKaecsnjxYut5n3nmGdMom4dt27b99ttvrZNzFgEEEIiMAIX3kXH2OwuF936JCEAAAQQQsBag8N7aJ3bPyn/NvOOOOxxsp379+qZUjRo1cpDHNKR9+/amtCkpKaYYi0Ot/L5Pnz5JSUmmPPYOtfL725TBqampixYtspidUwki0LFjR+0OqVatmsWWo7bwfunSpRbL5hQCCCCAAAI2BSi8twlFGAIIIIAAAggggIDX66XwntsAAQQQQAABBBBAAAEEEEAAAQQQQAABBCIqsHbt2g4dOlB4H1F0JkMAgYQUyM3NVX7q2mZnZWWlHbaxY8faTKiH2Xzym53ZlTFRUnh/6aWX6luWG8eOHVMuPnydlZWVw4cPl1di3ZOUlPT2229brKp79+7WGSzO1qpVa/Xq1RbJOYUAAghERoDC+8g4+52Fwnu/RAQggAACCFgLUHhv7RO7Z10ul+mvls4eB52dnW3Kk5ycHDxLnTp1TGnr1q3rIO3jjz9uyhPI4X8eaS4PSU1N9fudeg5Wy5CYE9Dvje3bt/taPIX3vmToRwABBBCIDwEK7+PjOrILBBBAAAEEEEAgMgIU3kfGmVkQQAABBBBAAAEEEEAAAQQQQAABBBBA4P8EKioqtm3b9n/HtBBAAAEEwiAQZOH98OHD/S5q2rRp+sd2A2rk5ub6Te44IEoK760fVTd79mzHG3Q2cPLkyQFdIz3Y+kl9wRTeCyEyMzOdbYdRCCCAQAgFKLwPIWYwqSi8D0aPsQgggAACXq+Xwvt4vQ2Sk81V5X369HGw2QEDBuh/1dUbQf4DxaFDh/RUeiM7O9vB8h588EE9Q2gbqampDtbDkDgTMD703lftvV54/1XU/Gi/CzzxPs7uRraDAAIIVJUAhfdVJc+8CCCAAAIIIIBALApQeB+LV401I4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJ+BIIsvBdCNG/evLi42Nc0Xbp0CeaD4LfeequvzEH2R0nhvTWO2+3eu3dvkDu1P7yiosJ6PdZnR40a5WuuIAvvhRDPPPOMr+T0I4AAApERoPA+Ms5+Z6Hw3i8RAQgggAAC1gIU3lv7xO7Zhg0bmv7SWq9ePQfbKS0tdblcplRut/vIkSMOsmlDatSoYUoohNiwYYODhFlZWaZUqampc+fO7dOnT0pKiulUoIepqamLFi1ysCqGxJmAsfxe3ppWeB/o3RWBeArv5YtFDwIIIICAAwEK7x2gMQQBBBBAAAEEEEhYAQrvE/bSs3EEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCIZwFfhfd169bt3r37wIED77rrrptvvrldu3YWz2a3KIr29bHa2rVrDxo0aMFvP88++2xaWpoyMikpafPmzeG4ANFQeL9+/Xrlro2dTzzxRDi2r8w5Z84c49R6OzMzc8iQIdOmTXvrrbemTJnSr18//ZSxkZaWtnv3bmVmX4X3WVlZV1555dChQ0ePHt23b1+5TELPf8oppxQVFSmT04kAAghERoDC+8g4+52Fwnu/RAQggAACCFgLUHhv7RO7Z9u3b6//FVJrJCcnO9tOixYtTKmEEJdffrmzbKNGjZKz1apVy1m2OnXqmLI1atRIS5Wfnz937twgy++pvXd2XeJvlH6byc+9p/A+/i43O0IAAQQQMApQeG/UoI0AAggggAACCCBgLUDhvbUPZxFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBmBSQC+87d+788ssvV1ZWmvaTl5fnq/a+U6dOpmD9UP+crrHx17/+1fSkuD179nTt2tUYo7dvueUWPVsIG9FQeH/vvffq2/TVaNOmTQh3bZGqsrJSfm6eEGLIkCHHjh0zDTz//POVC77nnntMkdqhqfA+IyPjtttu++CDD0zBHo9Hr2uV8/PYPRMXhwggEGEB/QUqwvMynUmAwnsTCIcIIIAAAoEKUHgfqFisxA8aNEj+i6TpHx9s7uXpp5+WUwnh5GO027dvV/5byvXXX29zMaYwOdsFF1xgjDl06NCMGTN69uyp3IKdztTU1MWLFxtz0k5AAeND702195dddpkQolmzZuVR9pOAl4ktI4AAAgiEQ4DC+3CokhMBBBBAAAEEEIhXASf/YhivFuwLAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIgbAb3wfsCAAXY2NXbsWOWntJVF0Q8++KAcnJmZ6WuijRs3yp8gF0LMnTvX1xDH/VVeeK/Ly0SmnpEjRzrepv2Bd9xxh2leIYT+3Dw5z+rVq10ulzxk4cKFcrBWeN+gQYMZM2ZUVFTIAcaeo0eP1q9fX87cqlUrYxhtBBBAIHwCkydPTk9PHz9+vHEKX4X3Bw8ezMrK+uKLL4zBtMMnQOF9+GzJjAACCCSIAIX38XqhN23aJP9F8qqrrnK2XzmVEKJOnToHDhywn7C0tFSZp0uXLvaTGCOV/yYzbdo0Y4ypnZ+fP3fu3JSUFOVKfHVWr17dlIfDxBRQlt/rhfeJacKuEUAAAQTiXoDC+7i/xGwQAQQQQAABBBAIoQCF9yHEJBUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEC0CO3funDx58ooVK2wuaN++fcpy6+nTp8sZWrVqJX+G+/7775cj9Z4rr7xSHuL4g/J6WrlR5YX3N9xwg7zTOnXqyJ0NGzaU1x/ynlNPPVWeesKECRYT6fUqxoGDBg2Sh8ybN++FF14oKCiQTyl77r77bmNOrX3KKacog+lEAAEEQivw8ccf6y9BxszKwvsDBw6cffbZQgiXy3Xrrbc6e6SqcRbafgUovPdLRAACCCCAgLWA/hcZ67BoO6u9P3n44YejbWFRtR75u/wc/4U6PT1df09obNSsWXPNmjV2dr13795GjRoZx+rtnTt32skgx5x77rl6Er2Rl5cnR5p6tPL7Pn366KOsG88884wpA4cJK6DfKtWqVdMQKLxP2JuBjSOAAAIJIkDhfYJcaLaJAAIIIIAAAgiERIDC+5AwkgQBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiHmB008/Xf/Qrd547LHHTBv75Zdf9LPGxjfffGOKNB7OmzfPGKy1MzIyjDEhaVdt4f2JEydq1Kgh7/Tdd9+VO4UI+/9U9+OPPyrn3bZtm4X29OnT5VFNmza1GGLz1Pz58+XMQoji4mKbGQhDAAEEHAj8+uuvpm9FmTRpkp5HWXivVd3rL1n169evrKzUh9AIhwCF9+FQJScCCCCQUAIU3sfx5T7jjDP0N2Zaw+VylZaWOtjySy+9ZEqlH7rdbo/HY51z/PjxycnJ+hBTw3qsxVn56wBq1aplES+fmjlz5qWXXmqxNiFEu3btysvL5bH0JKaA/tB7IcT27du9Xi+F94l5J7BrBBBAIHEEKLxPnGvNThFAAAEEEEAAgeAFwv5pnuCXSAYEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEICLRr1870kfH/rYiWn2P/1ltvyWGnn3669QoLCwvlUeGoPK/awvu5c+fK22zfvr3X65X7w7F901WYOXOmPG9WVpYpzHR48OBBl8slDzSFOThcvny5nFYIcfjwYQfZGIIAAgjYEZg7d27dunXlF5/x48drw+XC+4MHD8rxXbt23bhxo50ZiXEmQOG9MzdGIYAAAgjoAhTe6xTx1xg6dKj89mzWrFnOdnreeefJ2bSe6tWrjxw58ujRo3Lm0tLScePG+RoohGjUqJE8yk7Pli1b5LSdOnWyM9YUk5+f36dPn5SUFDmh2+3+8ssvTfEcJriAXntfrVq17du3U3if4PcD20cAAQTiXoDC+7i/xGwQAQQQQAABBBAIoQCF9yHEJBUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEKsCZWVl8gPW/veD49OnTzdt6W9/+5v8Ae4xY8aYwuRDeVQ4Ks+rsPA+Ly8vKSnJtM3k5ORff/3V6/W63W7TKSGE4zoBmVfZ06dPH3nSyZMnK4ONnTk5OfJAY4Cz9jPPPCOnzcjIcJaNUQgggIAdgf79+8uvPHrPpEmTjIX3Bw4cMD3rXo8UQqxYscLOjMQ4E6Dw3pkboxBAAAEEdAEK73WKuGwY35Vp7aSkJMc73bp1a2pqqpzTWY/L5VqyZInjxdSqVUue98iRI44T6gNnzpx56aWXJicnN2zYMD8/X++ngYAu4PF4zj33XOMd2KxZM/0sDQQQQAABBOJJgML7eLqa7AUBBBBAAAEEEAi3AIX34RYmPwIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQAwJr1qwxfspWb3/66aem1bdv314/qzdee+01U5h8qAcbG3JYkD1VWHj/1FNPGbemtXv16qXt6OKLL5bPduvWLcj9Wg9v2bKlPOmiRYusR3m93lGjRskD/Y7yG3DNNdfIaS+44AK/AwlAAAEEHAvMmzdPfuUx9uiF9wcPHszKyjKeMrYbN27s8XgcL4OBfgUovPdLRAACCCCAgLUAhffWPrF+1vjGTG8Hs6nPP/9czxNkI5jv1Pvkk0/k2evVqxfM1kxjDx8+vHTpUlMnhwgYBYw3IYX3RhnaCCCAAALxJEDhfTxdTfaCAAIIIIAAAgiEW4DC+3ALkx8BBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiAGB+++/3/gpW62dlJR0/Phx0+ozMjLkyNzcXFOYfCiPiuQT73cE8qPV/pkWnJOTI2/K2KMs13zjjTe0mFmzZpkSCiHcbveePXuMSULYLi8vVz7B76uvvvI7y5NPPimv1u8o64ATJ07UrFlTTnvnnXdaD+QsAgggEIxAYWFh9erV5RcfvefGG2/U2sqXcT1sxIgRwSyDsX4FKLz3S0QAAggggIC1AIX31j6xflZ/V2ZsBLmpatWqGbM5ayclJQWzjIsuukie9x//+EcwORmLQKACxofeU3gfqB7xCCCAAAKxIkDhfaxcKdaJAAIIIIAAAghEgwCF99FwFVgDAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIFCVAo8//rj8OW8hxJQpU0zL2r59uzJy165dpkj5UDkw5E8PVj7xXjl1oJ1+C++VCY0OV199tRzTunVrY0wI299++608nRDiyJEjfmdZvHixPNbvKOuARo0ayTlr1apVVFRkPZCzCCCAQJACfh96L786yT0h/wMryE3F33AK7+PvmrIjBBBAIMICFN5HGDzC011yySXyO7QOHToEv4xRo0bJmf32uFyuAQMGlJeXB7kA5URB5mQ4As4EOnbsKISg8N6ZHqMQQAABBKJfgML76L9GrBABBBBAAAEEEIgeAQrvo+dasBIEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAoGoE0tPT5Y96Jycn79+/37QgX2Xt+fn5pkj5UJ5CCHH8+HE5MpgeXytUzh5Qp3XhfUVFhTKbcS8LFy5Uxqxdu9YYFqr2qlWrlNNVVFT4neKzzz6Tx1ZWVvodaBEgJxRC3HzzzRZDOIUAAgiERMDvQ++VL1CmzpCshCQWAhTeW+BwCgEEEEDAjgCF93aUYjfmiy++ML090w63bt0a/KYuvPBCl8ulzO+rc8OGDcHPW1RUpMwffGYyIOBMgMJ7Z26MQgABBBCICQEK72PiMrFIBBBAAAEEEEAgSgQovI+SC8EyEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGqETh27Jjyc9633nqrvKCvvvpKGWznoeXKgXJtvzxpQD1VVXj/4Ycfyhts2LChcfEnT57MzMyUw0aMGGEMC1U7NzdXnispKclO/i+//FIea+cq+0r+xhtvyAmFEFu2bPE1hH4EEEAghAL9+/dXvgrZ7wzhYkilFKDwXslCJwIIIICAfQEK7+1bxWhkvXr15DdvXbt2tdjOE088IQ+JZM/gwYMtlnfLLbfIi0lJSbEYwikEwirQsWNHnngfVmGSI4AAAghUoQCF91WIz9QIIIAAAggggEDMCVB4H3OXjAUjgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAiETGD58uPwhbyHE5MmTlXMsXrxYjne5XHaehS4PFEKsX79en8jXVwAoB+qde/fu1TN4vd4qKbw/fvx4jRo19CXpjTVr1hjX5vV6P//8c/2ssfHBBx+YIr1e73//938bY+y0s7Oz9TzKWvfatWvrARYNJeOuXbsshvg6tXPnzoYNGyoX36BBA1+j6EcAAQRCK1BYWEe10dsAACAASURBVKh8oVa+OsmdYfqGlNDuMdazUXgf61eQ9SOAAAJVLkDhfZVfgggsQC+XMr5h81Un3KFDB2NYVbXz8/OVMp06dZKXlJSUdOLECWU8nQgggAACCCCAAALBCOjvJINJwlgEEEAAAQQQQACBBBGg8D5BLjTbRAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTMAmPGjJE/5K31VFRUmKN/O3777bflIcnJycpgU6c8UAhhLE2P3cL7OXPmyLtr2bKlScDr9Xo8nmbNmsnBAwYMkIODLLyfNWuWPFGdOnXkieSeTZs2yWN//PFHOdJvz5/+9Cc5ldazaNEiv8MJQAABBEIlEMxD71euXBmqZZDHlwCF975k6EcAAQQQsClA4b1NqJgOGz9+vPIvmMpNKSMj36l86P3y5cuVK7n22muVe6ETAQQQQAABBBBAIEgBCu+DBGQ4AggggAACCCCQUAIU3ifU5WazCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggMB/BMaNG6f8kLcQwuI55EuWLFGOcvzE+40bN+qXJHYL77t37y6zjBs3Tt+asaEVFpriq1WrZozR2kEW3r/55pumWYQQNp94//3338tj9+7dKy/SuueXX36R82g9I0eOtB7LWQQQQCC0AvPmzfP1imTd36RJE4/HE9rFkM0okJeXd+6555599tktW7Zs27btub/9bN682RhDGwEEEEAAAb8CFN77JYqPgOrVq8tv3o4dO2banfLr5OSBkelZsmSJaXl16tSRp3a73UeOHDFFcogAAggggAACCCAQEgEK70PCSBIEEEAAAQQQQCBBBCi8T5ALzTYRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgT8IyJ/w1npSU1NXrFjxh1DDwaeffqocWFZWZohSN5UDd+3apUeHr/De5XL9M5Cfq6++Wl5tTk6OvlRj4+eff3a73aZ4l8u1fft2Y5je3rBhgylYO9QD9EaQhffvv/++PJGywl+fUW+sWbNGHhtoAcCBAwfatGkj5xFC9OjRo7y8XJ+OBgIIIBABgcLCQuUrkt/OESNGRGB5iTzFjh075Kuwdu3aRDZh7wgggAACDgQovHeAFotDXnjhBfmdQ3Z2tnEv5eXlHTp0kMOqqqdx48b5+fnGFSpXcsMNNxhjaCOAAAIIIIAAAgiEUIDC+xBikgoBBBBAAAEEEIh7AQrv4/4Ss0EEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBA4A8Cr7zyisvlUn7Ie9asWX8IlQ42btyoHHj06FEp1tyhHFhUVKTHha/w3u1267PYaTz11FPyan0V3p999tlysIMe43cQaIsMsvD+yy+/VC7DznObP/74Y3msHTot5siRI3/+85/lDFrPwYMH7aciEgEEEAihgI/XpZTf+88TIuP39n/+y+PuQ+jvKxWF975k6EcAAQQQCEiAwvuAuGI6WPlvGi6X67PPPvN6vVu2bElPTze9qYuGQ8189+7dKSn6+88/rCumLwqLRwABBBBAAAEEolyAwvsov0AsDwEEEEAAAQQQiCoBCu+j6nKwGAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgvALjxo37w8e6/3jgd+5du3b9ccR/jvbs2eN3rHJgZWWlPjBGC++V+3LQOWHCBJ1CawRZeL9+/XrlMux8S8Lbb78tjzUtz+LQ14PuhRBnnnmmxUBOIYAAAmEVqFGjhvziJsS7Qmi1T0vlszzuPqxXREtO4X0EkJkCAQQQSAQBCu8T4Spre+zXr5/8tk0IUb169V9++UX5rHu32/3yyy8viMjPG2+8oVze0aNHS0tLGzZsqDyblZWVOFeQnSKAAAIIIIAAApEXoPA+8ubMiAACCCCAAAIIxK4Ahfexe+1YOQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQmIDH41F+vFvrfOKJJ/ymO3HihPLJct99953fscqpjaMSvPC+ZcuWRg2v1xtk4f2+ffuU5jt27DBNJB9OmzZNHiuHKXs2b94sj9V6TjvttN27dytH0YkAAghEQKB///6qF6g9v9XedxBilHx25cqVEVhYgk9B4X2C3wBsHwEEEAiVAIX3oZKM/jwlJSU+vlBJ1K1bV35HJ4QYNWpUJPelXMPgwYNbtmypPJWUlMRfliN5gZgLAQQQQAABBBJQgML7BLzobBkBBBBAAAEEEHAsQOG9YzoGIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIxI3D8+PHu3bsrP94thJg+fbr9nVx44YVyntdff91vBnmUEKH/36p++OEHeSK32+13ecaAp556Sk6Sk5NjjNHay5YtkyMd9wwfPlyeIpiedu3ayYt5//33/eb8+9//Lg/0O2rp0qW+ih+EEPv27fObgQAEEEAgrAKFhYWql6lOQnh/+z/5lS/0f06FdYMxmpzC+xi9cCwbAQQQiDYBCu+j7YqEez1333234t2bqivQfxMIfuV5eXkZGRmqtSj6LrvssuBnJAMCCCCAAAIIIICAtQCF99Y+nEUAAQQQQAABBBAwCvA/Ehs1aCOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACcShw+PDhjh07Kj7c/VtXampqQHseOnSonOqBBx7wm0QeFQeF99dff71yX84669evX1ZW5lfSfsC1114rr2TixIl+M3Tq1Eke6HdUSkqKPErrad++vd/hBCCAAAIREFA99N4lxB4K7yOA72sKCu99ydCPAAIIIBCQAIX3AXHFR7Cvv4Ga+u+9997I73fGjBmmZSgP69evX15eHvnlMSMCCCCAAAIIIJBoAhTeJ9oVZ78IIIAAAggggEAwAhTeB6PHWAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgBgRatGih/Hi3EKJmzZrLly8PaA+TJ0+Ws/Xu3dtvEnlUrBfeHz9+vHr16sp9Oe5cvHixX0n7AWPGjJFXcv3111tnqKys1D+CZhxuPWrChAnGYGP7sssuKywstB7OWQQQQCAyAvPmzTO+QP3efk6Iyt/b//ffxo0bR2ZVCT4LhfcJfgOwfQQQQCBUAjFaeN/it5+RI0eGyiGh8tj5K3nLli2Li4sjz1JZWdmrV6//e2fpo7V169bIr40ZEUAAAQQQQACBBBTQ/1ePBNw7W0YAAQQQQAABBBAIVIDC+0DFiEcAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEYkngk08+8fHpblG3bt3Vq1cHuplly5bJCTMzM0tLSy1S7dq1Sx4V64X3r776qnJTwXRee+21FoyBnpo/f768mFNPPdXj8Vik+uGHH+RRFhertLR08ODByiFCiOuuu8763rBYCacQQACBkAsUFhbWqFFDesnqJMRqqVOMGDEi5AsgoSxA4b1sQg8CCCCAgAOBGC28196BdO3a1cGWGbJhw4aUlBT5XZze43a7V65cWVVQeXl5GRkZ+mLkhsvlqqq1MS8CCCCAAAIIIJBoAhTeJ9oVZ78IIIAAAggggEAwAhTeB6PHWAQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgegUeeugh+VPdes/u3bsdL/0vf/mLnkdvWD9H/c9//rMeqTcGDhzoeA2+BiqLxt1ut694Zf9TTz2lL1Jv5OTkGIP37t3rdrv1s3pj1apVxjCL9meffaaPMjYshjg41bZtW2Nyrf33v//dVyqPx9OyZUt5yG233aYc0qpVKzlY6/nfEoJHH31UOYpOBBBAoAoFfDz03vxi1rhxY+uvKanCLcTZ1BTex9kFZTsIIIBAVQlQeF9V8lU+77vvvmt+J2c4zs7OLioqqpJFDhs2zLAQc/OBBx6oklUxKQIIIIAAAgggkJgCFN4n5nVn1wgggAACCCCAgDMBCu+duTEKAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIhqgZKSEvNnug3Hl1xySTCrf/rppw3J/tNMTk72lfP999+X44UQ7733nq8hjvsjVnj/xBNPyJtq3rx5ZWWlzcV7PB45g8WD5W2mNYU9/PDD8izp6emmMP3w9ddfl+OFEB999JEeozdWrVqlDBZCpKamvvbaa3okDQQQQCB6BAoLC329dhn7edx9xC4ZhfcRo2YiBBBAIL4FKLyP7+trsbvy8nLjuzi5XatWLYvh4Tj1xRdfNGrUSF6J3lO9evX8/PxwTE1OBBBAAAEEEEAAAaUAhfdKFjoRQAABBBBAAAEElAIU3itZ6EQAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEYljg0KFDnTt31j/PbWoMHTq0rKwsmO3t2bPHlFM7PHr0qJx2x44dyo+bZ2RklJSUyPFB9kSs8L5NmzYywoMPPhjQ+uUMQoidO3cGlMQ6eNOmTS6XS56osLBQHrhp06Y6derIwY0bN66oqDDFz5s3Lz09XQ4WQtStW/fzzz83xXOIAAIIRI+A8rXL1Lly5croWXB8r4TC+/i+vuwOAQQQiJgAhfcRo462iSZNmmR6IycfZmdn5+XlRWblRUVFyr+Gm1Y1ePDgyKzHYpaTJ08eOHBg69atq1at2rhx4759+yyCAz1VWVl55MiRdevWffrpp+vWrdu2bVugGYgPh0BhYeG2bdvWrVu3YcOGiP1ShGMj5EQAAQQQQCBQAQrvAxUjHgEEEEAAAQQQSGQBCu8T+eqzdwQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEIhPgenTp5s+zx3M4fjx42Umiw+Rn3baacOGDbvlllt69erla95q1ar9/PPPctrgeyJTeD9y5Eh5a1lZWYGuv3Xr1nKes846K9A81vHLly+XZ9F6mjdvftVVVw0dOvTSSy/NyMhQhtWuXfvw4cPyFGeccYYy3llnaWmpPAU9CCCAQJgEatSoYf1ixePuwySvTEvhvZKFTgQQQACBQAUovA9ULA7iy8vL27dvb/2+znS2X79+R44cCcfey8vLq1evbprO+rBx48bhWImvnIWFhbNnz65du7b1qrSz11133apVq3ylkvs9Hs+SJUuaNWtmJ3lGRsaIESMOHDgg5wltz6+//mpnPVpMamrq2Wef/cILLzj+B6sXXnjB13TTp08P7dYCyrZ//36/N+ef//znDz74IKC0cvDs2bNlATmMHgQQQAABBKpEgML7KmFnUgQQQAABBBBAIEYFKLyP0QvHshFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABnwIRKLy/7rrr5I/S2u955JFHfK4+uBORKbxv2LChvNlJkyYFuvZx48bJeYQQq1evDjSVdbxyFpudU6ZMUSan8F7JQicCCMSEQP/+/a1fA3ncfSSvI4X3kdRmLgQQQCCOBSi8j+OL62trdp51L7/rS0pK6tGjx1dffeUrbaD9W7duveaaa1JTU+W5/PYEOpez+B07dowaNcrX1+1ZLPKWW245fvy49aRHjx6dMmWKg38iqFWrloN/SLFejOlsQIX3uoPL5erYsaPH4zFl83to8TUQnTt39js8TAGzZs2qVauWvjvrhvKLF+0v7PHHH5fz2x9OJAIIIIAAAmEVoPA+rLwkRwABBBBAAAEE4kyAwvs4u6BsBwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDwRqDw/pdffmnQoIH8aVo7PVlZWcXFxWG6TpEpvFduc/fu3YFuavv27S6XS852xx13BJrKOt7Bx+v1VZWVlSmTO/hUvZ5TbvDEeyUynQggECaBefPmyS9Exh4HZTZhWmoipKXwPhGuMntEAAEEIiDQs2fPmr/9RGCuEE6hvQPp2rVrCHMmTqr09HTjWzitbfOJ7kKIIUOG5OXlBcN19OjRUaNGyWuw37Nw4cJgFmBzrNvttr8kU2Tz5s2tZ6lRo4ZpSECHJ06csM4fzFlnhffa+tu1a7d8+fKAZrfYuMvlCihVSII9Hs/tt99usSr5VPPmzX/88UfHsw8YMEDO6TgbAxFAAAEEEAitAIX3ofUkGwIIIIAAAgggEN8CFN7H9/VldwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJCIAhEovNdY3333XfkDtdY9mZmZYb0kESi8P3bsmHKPzvY1depUZbZFixY5S+hr1Ny5c5OSkpRz+eps0KDBxo0bfSWk8N6XDP0IIBATAtYPvY+JLcTNIim8j5tLyUYQQACBqhXQv26sapdhZ/bc3NyLf//R/jqWkZHxe8e//2snCTG+HnevyRw4cMDXX3V99VevXr1bt2533nnnrFmzcnNz9+7dq6Vav379Rx99NGfOnHvvvbdFixY1a9ZUfoOer7Rnnnnmli1bvF7vjBkzlDE33XRTuK+mcl77nU2bNv3ll198LdJ+Hl+RV1xxha/kQfYHU3ivr9bmFwV6PB59iLJRWVkZ5HYCHa5chp3O88477+TJkwFNV1lZ6esfCQPKQzACCCCAAALhE6DwPny2ZEYAAQQQQAABBOJPgML7+Lum7AgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQSXSBihfder7dx48Z2PrOrxWRlZQXz4Cw71zUChfezZs2St5ySkmJneXLM/v37lfXwV199tRwcZE9ubq68cl897du337Vrl8WMFN5b4HAKAQQ0gcGDB6dG609ycrKvF0CXyxWtq47PdaWkpMjXIiUlJT52e+WVV/KCgAACCCAQGYEYKrwfO3as/GefsScyYjE9y+bNm5WPu2/ZsqW+r9zc3Lp16xphI99OTU3V11NZWdmrVy/lGsL93HvlpAF1Dho0SN+IqRFQHl/Bb775piltSA5DUnhv85sRPvvsM1+70/q//PLLkGzKZpJt27ZZr8f67AMPPGA90TfffPPZZ58tWbLkxRdfHDJkiMW/EVnn4SwCCCCAAAIRE6DwPmLUTIQAAggggAACCMSBAIX3cXAR2QICCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggg8AeBSBbeHz58+I477rAoX9Q/yDtu3Lji4uI/LDQMBxEovO/WrZu+Kb2Rk5PjeDc9e/bU8+iNtLS0/Px8xzl9DRw6dKjb7dZn8dU45ZRT/D7SzeJD1b7SWvT7nc7XjuhHAIFoFhg4cKDFLz6nEEgEgWDeIUTzbzdrQwABBKJQIFYK76tVq+b3eelRyBtVSyovL2/fvr38RsLtdq9cudK4VI/Hc9tttym/7U4eHtoel8t15ZVXlpSUGNeTl5en36jG6Ro3bhyOfwHQpzbO5aztcrm++uorPaGx4SyhaVTr1q2NOUPVDknhvRDiX//6l98lDR061LQp0+E//vEPv0lCGNC3b1/TAoyHyu+tMAakpaVZL8YYbN22zsNZBBBAAAEEIiZA4X3EqJkIAQQQQAABBBCIAwEK7+PgIrIFBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQOAPAp9//vmw0P0sXbr0D9lVB3v37n3kkUeUH7RNSkrq0KHDc889pxoX+r68vDx563//+98Dmik3N1dO8sILL3i93pKSkttuu00++/HHHwc0hTF4+fLlcsJhw4Z98803xrBQtXfu3PnAAw8oL1ZycnLnzp1ffvnlgoICv9ONGTNGuWxnneXl5X5nJAABBGJOgMJ75YstnQklQOF9zL1wsWAEEIhdAb2eOcq3oH1vXd26dc+QfmrXrq39KRnlW6jy5U2cOFH5duLee+9Vru3EiRMpKSnKIWHqvOiii3bu3KlczIwZM5ST2nysujKn307ljO3atbvzzjtfe+21Dz/8cP369StWrHj55Zctvlfx2muvVU6kTN6iRYshQ4bMnDlzzZo1W7ZsWbt27cKFC8855xxlsNapTB5kZ6gK7zMzMw8ePGixmOLiYr2Wz9ce69SpE7HvHFy7dq2vZcyfP//AgQNer7e0tHTNmjUjR45MS0tTBlvs1+v1KocoO63zcBYBBBBAAIGICeh/WEdsRiZCAAEEEEAAAQQQiF0BCu9j99qxcgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBKJLwOPxDB48uH79+sqiCzoRSEyBunXrDhw48J133ikrK4uu31hWgwACCMSRQGwV3k+ZMkW2HzZsmPYHpXyKHl2gvLxcfjshP+tejzc2SktLTz/9dHl4qHruuuuuo0ePGmdUtvPy8pQzhu+h98bpVq9erVyV3nn8+PF27doZh+htPcbY0M8KIRYtWuTxeIxn5fby5cuNQ/S2HBl8j6/C+0OHDimTl5WVVatWTV+SsdGoUSOLrfXu3dsY7Kvdr18/5byh7Tx27JjygfYWs7tcLnnNypcpfalyvK8efQgNBBBAAAEEqlaAwvuq9Wd2BBBAAAEEEEAgtgQovI+t68VqEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQiEaBgoKCqVOn/ulPf/JVcUE/Agg0atQoLy8vGn+BWRMCCCAQ+wIU3sf+NbS1A+Xj7n09616ZMS8vb8iQIZmZmaF6Z1KjRo3+/ftv2rRJOZ2yUzl1+B56r013+umnz58/X7keU+fnn3+uXKEpTDvUIjMzM6dOnaoMkDvtJ5fHBtQTaOG91+v96quvlFXrQoivv/5aOfuBAweSk5OVmzJ1pqWlHTlyRJkkhJ2vvfaaaV4hRGpq6p49e3zNcs0118hDLrjgAl/xPPHeQoZTCCCAAAJRK0DhfdReGhaGAAIIIIAAAghEoQCF91F4UVgSAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACsSRw++23V69eXa7WoAcBBEwCaWlpQ4cO3b9/fyz9hrNWBBBAIBYEKLyPhasU7Bo3b96sLIouLi52kPrJJ5/s2LGj4zexbre7adOmN9xwg4Ope/XqZXqHoB0uXLjQQTa/Q3b89lNSUuI3UguorKxULk85XEt+7Ngx5Vllp/3kyuH2Ox0U3nu93gkTJihX+Nxzzymnfv755+X4jh07pqamyv3Tpk1TJglh5/XXXy/P27dvX4spcnNz5SEul+vgwYO+Rsnxvnp8ZaAfAQQQQACBCAtQeB9hcKZDAAEEEEAAAQRiWoDC+5i+fCweAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBKhP44YcfOnXq5KvEQtn/WpT9GBf50EMPRdnqoms5nTt3NnIJIdq1axddSzSspkuXLqbVZmdnG86HpSlPalqD8fC8885bu3Ztlf32MjECCCAQFwK//PLLF7//1KxZU3uZ/b3j3//96aefom2j2pOxp0yZIi9s2LBh2hbkU/R4vV7ls+6FEPfdd18IffLy8j777LMFCxZMnDjx7t9+XnrppTfffPOzzz7bvn17CCeaMWOG8Y2B3g7fc+8DWry+HmMjoAwWwcacetsi3vEpZ4X3Xq+3Xbt2+sL0xpVXXqlciR5gbBQWFr711lvGHq3tcrm2bdumzBOqTnlSIYRFCb02r7Jc/+677/a1Ku0LF0z/Xzm1rwz0I4AAAgggEGEBCu8jDM50CCCAAAIIIIBATAtQeB/Tl4/FI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggUGUCDh4QWmVr9TGxXhzSuHFjj8fjI4rufwvceOONOpfW6N27d9TSDBo0yLTanJyccK9WntS0BtNhcnLy5MmTw70q8iOAAAJxLNCvXz/TS6vpsEWLFtG2fQrvnV0RX8+6b9mypbPH3TtbRghHVVZW+nrufQhncZzK9KukHTrOZhy4Y8eO8CU3TuT1eh0X3ufk5MiL7N69uym/dihHCvHvz2YXFxfXrl1bPvvoo48q84SqU55RW491/kmTJskDA323L2ewM7X1wjiLAAIIIIBAqAQovA+VJHkQQAABBBBAAIFEEKDwPhGuMntEAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAglALl5eWjR49WVlZYd4ZyEaHIVaNGDW3BI0aMCEW+eM5B4b3fqxto4b1278VouaBfDQIQQACBCAhkZGRYv/Gg8D4CVyEyU7Rv316+1m63e+XKlZFZQDhmycvLkzclhMjPzw/HdPZzlpWVKRdmP4OvyBMnTnTp0kVO3qRJE19Dgul3XHiv/FKPyy+/XF6Mx+ORt6NXmw8ePFg+G+7XJXlGfT3y+vWexYsXywP/67/+Sw+w05Az2JnaTmZiEEAAAQQQCF6AwvvgDcmAAAIIIIAAAggkjgCF94lzrdkpAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACIRA4fPhwt27dlGUVxs60tDTjodYOwfQhTXH11VdrC4vpqq2QkvhMRuG9T5rfT8iF96mpqfJvgamnY8eO+/fv/z0H/0UAAQQQCEDA9IoqH4a7wDWAtf4eyhPvf5cI7L/yxRVC3HfffYFlib5o5b5uuummql3pqlWrlAsLclWrVq1q166dMvO0adOCTK4c7rjwXvntADfffLM8yyeffCLvqGHDhlrkRx99JJ8Ndy26sxk3btwoD0xJSSkrK5N37atHzhDuzfpaCf0IIIAAAgjIAhTeyyb0IIAAAggggAACCPgSoPDelwz9CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIGAWOO+885QFFXrnkiVLPB6P1+sdOHCg3qk3zOmq+rioqEh76H1VLyQG5qfw3u9Fkgvvc3JyvF5vZWVlbm5uTk6O/osgN9q0aXPgwAG/UxCAAAIIIGAU0F5OP//8c2On1ta+JIjCe1km5nrKy8uVj7uX/zCNp57GjRtX1XPv8/LyqlevLmN27tzZ/s3TunVrOYOyp0GDBj///LP9zAFFOiu8f//995VLZV3Y+wAAIABJREFUnTt3rmn24uLi2rVry8Fr1qzRI+WzQoiTJ0/qASFvKGf0O0t5ebnb7ZbH/s///I/fsXqAPJzCex2HBgIIIIBAlQtQeF/ll4AFIIAAAggggAACMSRA4X0MXSyWigACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQFUKFBQUKKsptM6mTZu+8847+vpiovDe6/VqD73Xl03DlwCF975k9H5fhfd6wKeffmrxG9SqVSs9kgYCCCCAgB0B7UWVwns7VrEbM2nSJIs/PeP1VK1atT7++OMquWo33HCDUvWf//yn/fXYL7zfsGGD/bSBRjoovD958uQ555wjC7jdbvk7kubNmydHtmzZ0rhOOUAI8e677xpjQttWzmhniszMTHnswoUL7YzVYuThFN7b1yMSAQQQQCDcAhTeh1uY/AgggAACCCCAQDwJUHgfT1eTvSCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBAugdLS0q5duyqrKdxu9+jRo4uKioxzx0rh/fz58xs3bmxcOW2lAIX3ShZjp9/Ce6/X+/jjjycnJyt/j4QQxcXFxoS0EUAAAQSsBbSXUwrvrZVi+uzmzZvT09N9/bkZr/1dunTZtm1blVw4ZSW5EKJ27doFBQX2l2Sz8L5Tp072czqIdFB4L7+d026zjh07ygvIycmRb8Jx48YZI9u0aSPHXHXVVcaY0Lbl6WxWv5966qny2DfeeMP+8uThNqe2PwWRCCCAAAIIOBag8N4xHQMRQAABBBBAAIEEFKDwPgEvOltGAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgMIEZM2Yo6yiEEK1bt1bmipXCe6/Xe+LECeUW6DQKBF947/F4ysrKjDlttj0ez5w5cwIaKxdN5eTk2JzOcZj9SXft2uXrF2rKlCmOF8BABBBAINEEtNdSCu/j+Lr7+uMyvvur6oIePHhQCdukSZPCwsKAVmWz8P60006zSDt27NjRAf7k5eUZE9opvM/Pz//kk0+ef/75Pn36uN1upcAZZ5whvxF97rnn5GD5qwR27drlcrnkyJdfftm4VK1dWVkZ4I7/HX7gwAFjKnkum9XvLVu2lMc+++yzxuTWbXm4zamt03IWAQQQQACBkAhQeB8SRpIggAACCCCAAAIJIkDhfYJcaLaJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICAc4G0tDRlHUV2dvbhw4eVeWOo8F65fjpNAnLhfZcuXdYF8tO/f/+ePXuuWbMmkEH/ju3fv78QokePHvYH9u7d23THdu7c2TT8l19+Me0xyEP7hfder7djx46mFWqHSUlJy5YtC3IlDEcAAQQSREB75aTwPl4v98aNG5V/VsZ9Z5Vc0OPHj/t6c7J06dJAl2Sz8F4IMWzYsPLycmX+9PT0QK/1unXrjKl8Fd5nZGRkZmbWqFHDZv7XX3/dmFZrn3feefJwZTl9ly5d5MiOHTvKOT0ejxzpt2fz5s16qpMnTyrj9QCLRlZWljx2/PjxFkNMp+ThFN6biDhEAAEEEKhCAQrvqxCfqRFAAAEEEEAAgZgToPA+5i4ZC0YAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCCiAgUFBcoiinPOOefQoUO+lkLhvS+ZGO2XC++Vd0WsdHbv3r2goCC01yKgwvuCgoL27dsruerXrx/ahZENAQQQiFcB7VWUwvu4vL7l5eW+/qBU/ukZT52Rv6BFRUUXXnihL0MH67FfeC+EGDp0aGVlpTxL+Arvfe1U2X/99dfLy1N+K0RKSoryL0fTpk2TM7tcrp9++sm06+AL70tKSuS5bFa/U3hvuhwcIoAAAgjEmQCF93F2QdkOAggggAACCCAQVgEK78PKS3IEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQRiXmDo0KHK+o2DBw9a7I3CewucWDwVT4X3gwYNKi0tDflVCKjw3uv1Hj16VPmsVJvFUSFfPwkRQACBmBPQ3p9QeB9zF87OgufMmXNGov7Y8QltTI8ePZTv9oUQygez+509oMJ7IcRTTz0l54ySwvvi4mJ5bQ888IAsdsUVV8iRXq/38OHDqampcvwjjzxiig++8N7r9coT2XxvedZZZ8ljn332WdMiLQ7l4TantsjJKQQQQAABBEIlQOF9qCTJgwACCCCAAAIIJIIAhfeJcJXZIwIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAk4ECgsLzzjjDLmCwu12L1u2zDojhffWPjF3Nj4K75OTk8MnH2jhvbaStLQ0+VesXr16Bw4cCN9SyYwAAgjEh4D2+knhfXxcTXZRJQJlZWVXXXWV/FZECNGwYcMff/wxtKv6/vvvzz//fOV08kRVXnh/1VVXFRQUyAvzVdzepUuXHj5+zjzzTDu7rtrC+yZNmsiLfOONN5QCyk55OIX3Sig6EUAAAQSqRIDC+yphZ1IEEEAAAQQQQCBGBSi8j9ELx7IRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBAIu8Cdd96pLJ9QPpTStBoK700gsX4YB4X3NWvWXLp0afguhLPC+2nTpil/y2666abwLZXMCCCAQHwIaK+fFN7Hx9VkF5EXKCkp6devn/J9SJ06ddavXx+OJZ04cUI5Y35+vmm6qi28nzlzpmk9xkPlFhx0GnN6vd6qLbzPyMiQt7Bw4ULTIi0O5eEU3ltwcQoBBBBAIMICFN5HGJzpEEAAAQQQQACBmBag8D6mLx+LRwABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIFwCW7duTUlJkcsnunfvXllZ6XdWCu/9EsVWQKwX3qelpX3zzTdhNXdWeO/1eq+55hr5F83lcq1bty6sCyY5AgggEOsC2osnhfexfh1Zf5UIFBQUXHTRRfI7EK1nzZo14VuVclK5wLuqCu8bN248fvx4i+0XFRUpt+Cg8+TJk8aJqrDwvqyszOVyyVtYvny5cYXWbXk4hffWYpxFAAEEEIikAIX3kdRmLgQQQAABBBBAINYFKLyP9SvI+hFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEAiLgLL0Yvr06TYno/DeJlSshMV64X1OTk64qR0X3nu93jfffFNZqpSbmxvuZQea/8svv3z44YfPP/985YL1Trfb3bt376VLl3o8nkCn8Hq9I0eOVD52Vc/ftWvXd955x86XgAQ6+5AhQ/RZjA3HD/6tqKho1KiRMZXWvuOOOyzWNmXKFHmI1lO138gwY8aMrKwsX2sTQjRp0uSxxx6z2JrplMfjWbVq1dixY8877zyLtEKIpKSkvn37fvjhh6YMHCaygHbPUHifyPcAe3cm8NNPP/l6yc3MzPzyyy+dpbU5qnv37vLsw4cPNw3fuXPnjgB/THXsv/76qzyREGLWrFkLfv9Zvnz5Dz/8cODAAdPsFoeXX365Mq2Dzr59+5omCnDH/w4vKyszJlEuwxigbP/www/ywOTk5NLSUmW8slPOQOG9EopOBBBAAIEqEaDwvkrYmRQBBBBAAAEEEIhRAQrvY/TCsWwEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTCK6AsnLBf5krhfXgvT8Sz2ym8r1WrVm5ubt26dZU3j0VnrVq1Fi5cWK9ePYsY5SltYG5urt+xUV547/V6+/btK++xXbt2Eb/UPic8fvz4iy++KC/Suuecc87xmVF1oqKiYuLEidY59bNdunRR5Qiq79NPP9XzGxv333+/s7y5ubnGPHp79erVFgmzs7P1SFNj5MiRFgPDemrlypWmxfg6nDNnjp2VFBQUnHnmmb6S+OrfsGGDneTEJIKAdpNQeJ8I15o9hlBg3bp1DRo0UL7GNmnSJAKvsX/961/l2QcMGBDCPWqpfBXeHzp0yPFc+/fvT05OltfvrCc1NTWYxSh3oVyJMtLY+d5778kDW7RoYYzx25YzUHjvF40ABBBAAIGICVB4HzFqJkIAAQQQQAABBOJAgML7OLiIbAEBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEQCyxbtkwunHC73fanofDevlVMRNopvBdCWBfAu91u+b7SemrXru3rlBDiiiuu8DW2du3a9evXtxirnYr+wvvt27crdxElt8c777xjfY2Ui9c6J06caPM7O44ePdqzZ0+LVPKp999/P7REHo+nWbNm8kSnnXaax+NxMNegQYPkbGeddZZFqvXr18tD9J4GDRpYjA3fqalTpwZUajh06FDTM3hNa3vzzTdr1qyp78t+Iy0t7emnnzZl4zAxBbTbhsL7xLz67NqZwPLly2vVquXrJXfnzp3O0gY0ql+/fvICwvFWLRyF988++6y8+GB6XnrppYD0/AYrF+N31Lhx4+SBvXr18jvQGCBnoPDe6EMbAQQQQKBqBSi8r1p/ZkcAAQQQQAABBGJLgML72LperBYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGwC6xfv97lcpkKJ9LT0/fs2WN/bgrv7VvFRKTNwnvTbaMd1qxZc+nSpdo2V69ebadOXs+jD/R6vb6ezqoHWzTCUc1lunByfXWgkyor21euXGmaqEoO7T+F3tdVePzxx61X3rt3b19jrfvT09O/++476+QBnd28ebNyxltuuSWgPFqwMpV1ZWOTJk2Uo/ROB8sIZsiCBQv0qQNt3H///b6mfuSRRwLNZop/8sknfSWnP0EEtFuCwvsEudxsM0gBj8czevRo0wupfti1a9eCgoIgp7A5vEaNGvq8euPuu++2Odx+WMgL7zds2KAv2NgYMmTIMBs/F198sXGU3t66dav9TfmNbNSokZ5Zb8yZM8diYGlpaWZmph6sN9544w2LUfIpfaCxIYfRgwACCCCAQJUIUHhfJexMigACCCCAAAIIxKgAhfcxeuFYNgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAuESkOuHhRCjR48OaD4K7wPiiv5gufBeWTRlLLPR2998841xg74e7a7H643GjRsbB+7YsaNly5b6WYtGtWrVTGcDrYE3zmuzLf/iBDrp+PHjTcsWQvTr18/mAsIaFnzhvdvttl6hvHf7Pa1atbJOHujZ888/X549IyMj0Dxer1fO4/fpr8ohxs6I1UZq+9XrE4xrsNm2uO7BF94nJSU5uCIMiScB7T6k8D6eril7CZNAcXHxNddc4+ul+4orriguLnYwdX5+/rp1644dOxbQWOUy/vnPfwaUxE5wyAvv77//fnnx7du3t7MYr9e7a9cu+dvNhBAPPfSQzQx2wq677jp5kdZvSpctWyYPEULs27fPzox6jDKJfpYGAggggAACVSug/8W2apfB7AgggAACCCCAAAIxIUDhfUxcJhaJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAhAT27duXmppqqpqoVq3aoUOHAloBhfcBcUV/sFx437Nnzy5duphuFfmwbdu28u5sDtyzZ49p7JEjR/yObdu27dVXX21aiXW5kWkWZ4fBF94fP35c/yC4vn63271t2zZnSwrhqOAL74UQlZWVvpa0f/9+fcvOGr4yO+t//vnnlcsINNuhQ4cc5FEOMXbOmjUr0JUEE2+c2kG7vLxcOXvwhfd+v8JAOS+d8SSg3ZAU3sfTNWUv4RD49ddfL7jgAosXcF8v1H4X89Zbbwkh6tevP23atIqKCr/xXq+3oKBAuZLNmzfbGR5QTMgL75s2bSov/tlnn7W/qs6dO8sZ/vSnP1m8R7KfXIucM2eOPEVKSsquXbt8perfv788JDs721e8r345CX9S+7KiHwEEEEAg8gL6v7dEfmpmRAABBBBAAAEEEIg5AQrvY+6SsWAEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQTCKPDwww/LJRPDhg0LdEoK7wMVi/J4ufC+d+/eRUVFffr0kW8Yveeiiy5SPprb8UCv11tUVKTnVzYKCgqCr4F3cDlCMumoUaPkTd11110O1hPaIb4K7//3WznuuOOOxx577KWXXnrmmWcuvfTS9PR0eQtaz5IlS3yt6n+TKEd16NDh2Wef/eijj9atWzd//vxhw4ZVr15dGZmfn+8ruYP+AwcOKGcJNNXLL78s50lPT7fIU1hYKA8x9XTr1s0iQ2hPrVmzxjS7dlivXr1Ro0a9++67a9asWbZs2YQJE8466yxl5L/+9S/lknwV3levXn348OHaTfXggw/26NEjLS1NmVkI8dFHHymT05kgAtqNQeF9glxutulYoHnz5r5eRd1u99NPP+04s1Z4ryXPysoqLS21TlVYWNijRw/lYkJYea6vIeSF98qVB/RY+JdeekmZZMWKFfqyg2wcPXpU/ho1IUS/fv18ZXa5XPKqJk6c6CveV7+chMJ7X1b0I4AAAghEXoDC+8ibMyMCCCCAAAIIIBC7AhTex+61Y+UIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgiEXiBU9RIU3of+2lRpRrnwvnPnzg0aNFDeMMbOmjVrygu3OXDp0qWmsatXr/Y7tmbNmt27dzeuQQgRE0+81zb7t7/9zbR4IYRFybqJKEyHxsL7s88+e8GCBdYTKSu4GjZs6PF45IG+Hi//6quvysFer/eMM86QiUL7tFiv1ytPIYTwVUOuXOfOnTuVDosXL1bGa509e/ZUTm3qdFAOZzGpr1OHDx9OSUkxTS2E6N69u3LIPffcIwcLIT799FM53lh4n52d/e6778oxxh5l5mbNmoWjVtM4L+1oFtDuCgrvo/kasbYqF3jvvfeUr5/OOkeMGGHckbHw3pgwJydn3Lhxr7766ldffbVs2bIZM2bcfPPNxgBTu0mTJsa0oWqHtvDe1zfjBLrayy+/3LR9IURGRkageSziv/jiC3kKrefNN9/cu3ev1+s9ceLEihUrbrvtNmWVvt+C+dGqH+WkcuArr7xisXhOIYAAAgggECYBCu/DBEtaBBBAAAEEEEAgLgUovI/Ly8qmEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcCigrJdwkIvCewdo0TxELrxPSkpS3i1y5/Tp041bs18AlpycbBy4cOFCX087N00qVzvHUOH9119/bdqOEGLAgAFGisi39cL7l156qby83O8ClF8fIITYvXu3PLZz587ylnv06CFHaj3Lli2T44UQX3/9ta8hDvr1D+Ub5wroUfMTJkwwjtXa9evXLysr87Weffv22fzNatWqla8kIeyfMWOGvIXU1NSdO3cqZykpKWnWrJk85Pbbb5fjtcL7+vXrT58+vaKiQg4w9fTv31/OLIT49ddfTZEcJo6AdktQeJ84V5ydOhCw/75L+Rpr6rRZeG8a5fdw9uzZDrbmd0hoC+/feOMNeSNpaWl+l2EKeO211+Q8fgvdTUn8Hl522WXKWWx2mt6Ey9PZzKMM69Spk5yQHgQQQAABBMItoP8dP9wTkR8BBBBAAAEEEEAgDgQovI+Di8gWEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQCI1ASUmJXB1x6qmnOshO4b0DtGgeIhfey7eKRc/o0aO1p1JPnTrV7XZbRJpOjRgxQn+cdUADTXliqPBe+az19PT0qr09Nm/evGDBgrffftvmMj755BPTJdAOV69ebcpw8OBB+YsShBBLliwxRRoPW7ZsKecfM2aMMSbI9tChQ+Up3G73zz//bDNz69at5QzDhw+3GP7000/LQ5Sl7EKINWvWWKQKyak+ffrI67n22mstkk+aNEkeonyU8caNGxcsWHD06FGLbMZTvr5w4fvvvzeG0U4oAe1mo/A+oS46mw1UIPoL7y+99FKPxxPovuzEh7bwXlnK3r9/fzsrMcYcP35c/oMy5IX3GzduVM5is/POO+80rllu28yjDKPwXvakBwEEEEAgAgIU3kcAmSkQQAABBBBAAIG4EaDwPm4uJRtBAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgWAHlQ6o3bNjgIC+F9w7QonmIzcL7Cy64QFlg47czKyvLIqZhw4a+zp599tl2Jo2twnvlVwxE8+0hr62iokJ5yeTS/bvuukuO/Nvf/ibnNPZ8++238qjk5OTi4mJjWDBtj8dz+umny7NkZ2fbSXvPPffIY1u2bGkx9vvvv5eHnHLKKSUlJffff798qn79+hbZgj/13XffyZMmJycXFRVZJ8/OzpYHzpgxw3qU37NFRUVyWiHEBx984HcsAfEqoN0SFN7H6/VlXyERiPLC+71794Zkm8okISy8nzJlivxnUO3atUtKSpRTW3fKqYQQL7zwgvWoQM8OHjxYOZF1Z5MmTbZv3+53Lusk1mcpvPfLSwACCCCAQDgEKLwPhyo5EUAAAQQQQACBeBWg8D5eryz7QgABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIDCBioqKunXrmsokzj///MCy/B5N4f3vEnHyXzuF95mZmXPmzGnUqJHpLvJ7mJmZOXPmzMaNG/uNNAVoA+fMmeN3bGwV3l988cWmnQohnFV2VdX9d/jwYXkLQoiPP/7YtKRevXrJkZMnTzaFmQ5LS0tTUlLkgevXrzdFBnM4ZswYeQohhJ2vI2nSpIk8dsKECRbrGTVqlDxkyJAhXq93/fr18qmQPx3XtLb58+fLk7Zq1coUJh/edNNN8sC7775bjgyoJy8vT04rhFi1alVAeQiOJwHtlqDwPp6uKXsJuUBYC+//3//7f8pXZpud3bp1C/l+jQlDWHjfrl07eVODBw82Tme/nZmZKWfr0KGD/Qx2Ij0ez6233ipPZNHTvHnzH3/80U5yiyR+T1F4b0eYGAQQQACBkAtQeB9yUhIigAACCCCAAAJxLEDhfRxfXLaGAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAAAJffvmlXCYxZcqUAFIYQim8N2DEQ9NO4b18/0RPT2wV3s+YMUOm+/DDD2PoTvr666/lLQghvvvuO9MuWrRoIUcuXrzYFCYftm3bVh749ttvy5GOe7Zs2SJPIYR44IEH/OZUDty1a5fFQOX3R+hfVaBMaJEt+FPjxo2TJ+3fv7/fzE8//bQ8sE+fPn4HWgd8/vnnclohxJYtW6wHcjaOBbRbgsL7OL7EbC14gbAW3nu93kceeeTUU09Vvj5bdGZmZj7//PMejyf4DVpkCFXh/Q8//KDcS25ursXsFqd81cOH40+0mTNn1q5dW7l+ufPIkSMWyzaeksfa76Hw3ihJGwEEEEAgYgIU3keMmokQQAABBBBAAIE4EKDwPg4uIltAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgBAIPPfSQXC/huPyDwvsQXJJoSnH55ZfLt0cM9bRv3z7cnIMGDTKBOK7237dvn8vlMmUbOXJkuLcQwvzPPfecaf1CiJSUlOLiYtMsSUlJcuRPP/1kCpMP+/fvLw+cNGmSHBlMT/v27eVZmjVrVllZaZ1WHuX3AfXKIXpRovJsQUGB9TKCOav8uo0xY8b4zbl48WJ5tWeddZbfgdYBTzzxhJw2PT29tLTUeiBn41hAuyUovI/jS8zWghcId+G91+utqKhYtmzZ8OHD5VdpZc/jjz+en58f/Nb8ZghV4f19990nb6Rhw4YVFRV+16AM+OSTT+SEQoixY8cq44Ps/PXXX2vWrKmcUe/8y1/+EtD3COgDHTQovA/ygjIcAQQQQMCZAIX3ztwYhQACCCCAAAIIJKYAhfeJed3ZNQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAn8QOHjwoFzoe/vtt/8hKJADCu8D0Yr2WLfb7aCoJtqGuFyuRx99NHzWISy893q9Dz74oAy4Y8eO8K0/tJnlxQsh7rrrLnkWZaTfsnav1zt27Fh57IUXXihPEUzPwYMHU1JS5ImGDRtmkfatt96Sh6Snp1sMOXHihDzEWKt/0UUXyQEh369xhQ0aNJBnfO2114wxyva2bdvkgca9KEf57VTmHD16tN+BBMSxgHZXUHgfx5eYrcW0QH5+/nfffbdt2zb7z1GP6f3GxOJLS0t37969adOmHTt2cF1i4pKxSAQQQACBUAlQeB8qSfIggAACCCCAAAKJIEDhfSJcZfaIAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICAH4FFixbJNY1LlizxM8z3aQrvfdvE0pnKysrRo0fL90bs9oTv4dihLbxfsWKFjPz666/HxN1TWVkpL14IsXbtWnn9ykg5TO557rnn5LHZ2dlyZJA9ffr0kSeqU6eORdq+ffvKQwYMGGAxZO7cufKQrKwsfciMGTPkAJfLtWvXLj0mtI1q1arJMy5dutTvLEePHpUHBll47/F4lDk3bNjgdz0ExLGAdldQeB/Hl5itIYAAAggggAACCCAQEgEK70PCSBIEEEAAAQQQQCBBBCi8T5ALzTYRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCwEpAfr52amlpUVGQ1xvIchfeWPLFx8uTJk9ddd52y2DV2Oy+55JKCgoJwXIDQFt6Xl5frHwrXte+4445wrDzkOadMmaKv2dhQTmQM0NvKSFPnv/71Lz1eb5x55pmbV8ihAAAgAElEQVSmsOAPlY+vtygjP3LkSGpqqr4kvfHBBx9YLKZHjx56pN6YPHmyPiQ/Pz8tLU0/pTcmTJigx4S24XK59Fn0xsqVK/3OUl5erscbG34HWgRMmDDBmEpvWwzhVCIIaHcChfeJcK3ZIwIIIIAAAggggAACwQjo/8YSTBLGIoAAAggggAACCCSIAIX3CXKh2SYCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJWAjVr1tTrGLXGXXfdZTXA3zkK7/0JRfv5HTt2mG6JeDps3LjxN998E9prENrCe6/X+/DDD5vMU1JSgvk6jNDuV5lt9+7dDRs2NC1bO+zQoYNyiDJYGWnqnD9/vjy2du3axrD/CfzHOFxvyxMJIXx9g0PXrl3l+BEjRujZ5MaTTz4pD+nWrZsp8p133pHDhBBff/21KdLr9ZaUlAS++/+pqKjQUynn+vbbb/UAi4ZyrEW8xant27fXq1dPmfDCCy+0GMipRBDQbgwK7xPhWrNHBBBAAAEEEEAAAQSCEaDwPhg9xiKAAAIIIIAAAokmQOF9ol1x9osAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIBCQK5pnDdvniLOdheF97apEiVw6tSpI0aMqKysDHTDU6dOdbvd1nXLgeYMR3zIC++XLl0q/2KuWLEiHIsPVc6srCx5zUKIlJQUX990oIy3s5733ntPHpuUlGQcKwf47TEO19vKUbNnz9YD9Mbu3buVD4pfu3atHiM3zj77bHmKmTNnmiJLSkoyMjLkyOHDh5sivV7v7t275Ui/PcePH9dTKYM3bNigB1g0lGMt4n2dOnToUKtWrZTZ0tPTbS7GV3L640BAuzcovI+DS8kWEEAAAQQQQAABBBAIqwCF92HlJTkCCCCAAAIIIBBnAhTex9kFZTsIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgg4EZDLGnft2uUk0e9jKLz/XYL/hkBg27ZtIcgS5hQhL7w/fPiwXML9zDPPhHkfztMfO3ZMfiXReiZMmOArr3KIr2Bj/6JFi+SxLpfLGCMH+O0xDtfbzZs3lwd2795dD9AbkyZNkiNbt26tB8iNb7/9Vh6Snp5+9OhROXjo0KFycL169crKykzBYSq837x5s2ki5aG8SCGcfFCtXbt2ylRCiClTpiinpjOhBLTbg8L7hLrobBYBBBBAAAEEEEAAAQcCFN47QGMIAggggAACCCCQsAJO/veMhMVi4wgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCMSrgFzZGOROKbwPEpDhMScQ8sJ7r9d71llnmX43b7nlluiUOXHiROfOnU2r1Q4vv/zyiooKX8tWDvEVbOx/++235bHVqlUzxsgBfnuMw/X22LFj5YFutzsvL0+P0Rpt27aVIydOnGgKMx7ec8898pCrr77aGKO3P/30UzlYCPH+++/rMVojTIX369evN02kPFQuUhlp0WnxVQ5XXXVVZWWlxVhOJYiAdqdReJ8gl5ttIoAAAggggAACCCDgWIDCe8d0DEQAAQQQQAABBBJQgML7BLzobBkBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAGzgFwkaY4I8JjC+wDBCI95gXAU3j/00EOm38369etHm9TJkycvvfRS0zr1w9NOO816wXqksWE9RDs7e/Zs4xCtffrppxvHygF+e4zDje0OHTrIY88991xjzL333ivHdOvWzRgjt+UhLpfr8ccfn+zj5/zzz5eHpKenmzKHqfD+q6++Mk0kH1ZWVsorDOiJ90VFRd26dVMmEUL8/PPP8qT0JKaAdpNQeJ+YV59dI4AAAggggAACCCBgX4DCe/tWRCKAAAIIIIAAAghQeM89gAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQKILnDx5Uq5vDBKFwvsgARkecwLhKLx//fXX5d/Nw4cPRxVO79695UVqPY0aNdq6dav1apVjrYdoZ1955RV5bJs2bYxj5QC/PcbhxvaLL76oHLtp0yY9rGnTpnLMrFmz9ABlQx7irMeUPPjC++TkZHklygpn09TFxcXywIAK73v27KnMIIQ49dRTTdNxmMgC2n2ivC21725o0aJFtPlov1lTpkyRFzZs2DBtR/IpehBAAAEEEEAAAQQQQCAYAQrvg9FjLAIIIIAAAgggkGgCFN4n2hVnvwgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCJgFNmzYIJc4moMCPKbwPkAwwmNeIByF92vXrpV/N7/44ovowcrPz5dXqPXUrVt3w4YNfpeqHO53lNfrnTBhgjy2ffv2xrFygN8e43Bj++DBgykpKfLwMWPG6GHyWSHEsWPH9AC5cfz4ceUoB52m5MEX3teuXVtexuLFi00TyYd5eXnyQPuF94cPH1YOF0I0aNBgy5Yt8oz0JKyAdqtQeJ+wNwAbRwABBBBAAAEEEEDApgCF9zahCEMAAQQQQAABBBDwer0U3nMbIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkOgCL7zwgqnKsWbNmkGiUHgfJCDDY04gHIX3//5wj/Qzfvz4aMD58ccfTz/9dGl1/+lYs2aNzUUqMxw5csTvcOWLzN13320c+M/Af4zDTe0FCxYoV6uFlZSUWJw1pdIPL7nkEuUoB53jxo3T03q93hMnTgS++3+WlZXpSXr37i0v49lnn9UDfDU++ugjeWBmZqaveL1/48aNTZs2lcdqPd99950eSQMBTUC7Nyi8535AAAEEEEAAAQQQQAABawEK7619OIsAAggggAACCCBgFKDw3qhBGwEEEEDg/7N373FyVQWewG91J+kARhOSCJLwCELAgMCCkgyRkTD4QmVmZ9NxHQ2r7OogmARYlWV4BD/4gZBADB/NJxlBBgaB8cEgjM6aAA6CJuIg3bNGURhEkMHwlCR2Xp3uuyN3525Zt+p2vbtu1bc//HHq1Hl+z63uAPn1IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQINCJAn/1V39VEHQ88sgja4QomomtcUzdCbSyQNOC9+eee24rOEyZMqXg+0b8cvr06eWvcOLEiXHHuNDf3z/iCCeffHLcPi6sWbNmxI5VN0iP1n/jG9+IlxEX9ttvv5Tpnn766a6urrhxjYWZM2emzFXFW+edd15ySeedd96IQ335y19Odpw9e/aIHSdNmpTsGNUccsghI3bXoAMFosdD8L4Dj96WCRAgQIAAAQIECFQkIHhfEZfGBAgQIECAAIEOFxC87/AHwPYJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB41llnFWQdTznllBpdBO9rBNQ9cwJNC97Pnz9/1HG+853vFHzTiF8eccQRTz31VPkrfOtb3xr3jQtf+cpXRhyhaEj73nvvHbFjLQ3iFeYXdu3aFYbhf/7P/zm/MiovWbIkZbply5Ylu9RS88Mf/jBlukrfWr16dXIx73jHO0Yc5/zzz092/PCHP5ze8e677072imqOOuqoZ555Jr27dztTIHpCBO878/TtmgABAgQIECBAgED5AoL35VtpSYAAAQIECBAgIHjvGSBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAp0ucMIJJxTEHdPDouV4Cd6Xo6RNOwk0LXh/+OGHj6LbhRdeWPDtIv/lli1bKl3bihUr8keIyieccEL6OH/7t3+b7DVlypTh4eH0jjW+O2PGjOS8CxYs+NKXvpSsnzVrVsp0P/7xj5NdcrncoeV9TZw4Mdl9ypQp0W8BSJm3/Leef/75XC6XnOX//J//kzLI9u3bX/Oa1yR73XXXXUV77dmz57zzzku2j2re+c53btu2rWhHlQTCMIyeE8F7DwMBAgQIECBAgAABAukCgvfpPt4lQIAAAQIECBDIFxC8z9dQJkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECnSgwffr0gtDjlVdeWSOE4H2NgLpnTqBpwfsJEyaMFs727dsLvlfkv/zTP/3TKhb2ox/9KH+QuPyv//qvKaOdccYZccu48F/+y39J6VKXty655JJ4uriw1157veUtb4lfxoWrrroqZdKiafO3ve1tKV3y37rjjjviifIL3/zmN/Ob1Vg+6qij8gePypdccknKsH//93+f7NLd3f3b3/62aK+iRxmPUMffI1B0dpVZF4geFcH7rJ+j9RMgQIAAAQIECBBotIDgfaOFjU+AAAECBAgQaCcBwft2Ok17IUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC1Qjss88+ccoxKtxwww3VDJTXR/A+D0OxIwSaFrwPgtH5Cz+bN2+ePXt2wfeK+OXHPvaxwcHBKk56cHBw8uTJ8Thx4bLLLis12vPPPz9+/Pi4ZVxYu3ZtqS71qv/FL34RT5de6Orqevrpp0vNOzg4uN9++yVHWL16dakuBfU7duwoeul9fX/7wJIlS5KLPPTQQ/fs2VOwnvjln//5nye7zJ49O26QX/i3f/u3ZOO45pOf/GR+Y2UCSYHoaRG8T8qoIUCAAAECBAgQIEAgX0DwPl9DmQABAgQIECBAIF1gdP4/XPqavEuAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0U6C7uzsOOkaF22+/vcYFCN7XCKh75gTaO3j/05/+dMaMGQXfKKKXXV1dy5cvr+W8/vt//+/JkSdOnPjss88WHfacc85Jth8zZsxzzz1XtH19K1N++0D+qk499dSUeb/97W/nN47KY8eOff7551N6Fbx11llnJQfp6ekpaFbLywcffDA5RRAEa9asKTrsD3/4w66urmSXa665Jtn+X/7lXw488MBk4yAIuru7V61aleyihkCBQPT8CN4XsHhJgAABAgQIECBAgECBgOB9AYiXBAgQIECAAAECKQKC9yk43iJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAu0vsG3btmTu8R//8R9r3LngfY2AumdOoI2D9x/72MeS3yXimkMr/7r//vsLzvfNb35zPGB+4Vvf+tbg4GDc+PHHHz/77LPzG8Tl//2//3fcrKGFF154Ydy4cfG8pQpbtmxJWcbee++d7HjLLbekdEm+tWfPnuQgQVDnvw92zTXXFJ3lqquueuGFF+JVbdu27Utf+lLRlh/4wAfiZnFh4cKFRRtHlZU/U4fGIyt0lED0wLRU8P66665Lebbr8tYdd9zRUadsswQIECBAgAABAgRqFxC8r93QCAQIECBAgACBzhGo8/9o6Rw4OyVAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAu0h8MILLyRjYPfdd1+NuxO8rxFQ98wJdGzwPvkNZMSa5K/2uO2220r1mjBhwlvf+tbTTjvtkEMOKdUmCILh4eGmPTNnnHFGykqit9IXU7T7tm3b0nsl3y06zhNPPJFsWXXNli1bis4S3Ut/xBFHnHrqqcccc0zKLyPo6+tLzp4evC81Y0p9cgo1nSAQPRItFbwPw3D16tUpz2qNb3V1dXXCydojAQIECBAgQIAAgfoKCN7X19NoBAgQIECAAIH2FhC8b+/ztTsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIDCCwDPPPJPMgP3gBz8YodtIbwvejyTk/XYTELxPficpVZMM3g8PD5dqXE59Lpdr5vP09a9/fcRVpa+naPf0LkXfLTrOZz/72aKNq64sOkv5lUXnFbwvyqKyUoHoOWy14H0YhvkfkKv/8Gv+/PnvH+nrD3tcfeSRR0YDdnV1ue6+0odEewIECBAgQIAAAQJhGAreewwIECBAgAABAgTKFxC8L99KSwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0IYCTz75ZH48LCr/6Ec/qnGrgvc1AuqeOQHB++R3klI1yeB9GIa33357V1dXqS4p9aeccsru3bub/MB8/OMfT1nS+eefn7KeK6+8Mtl38uTJKV1KvXXZZZclhwqCYMOGDaW6VFG/efPmGTNmFJ0ovXLChAk//vGPi84oeF+URWWlAtET2ILB++je+1wuF61wxYoVlW4tan/++efHnzKR++oM9SJAgAABAgQIECAgeO8ZIECAAAECBAgQqEhA8L4iLo0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC7CTz77LNxpisuPPDAAzXuU/C+RkDdMycgeB9/AxmxUDR4H4bhl7/85e7u7hG75zf44z/+423btjX/aXnwwQfzl1FQfuSRR1KWNGvWrIL2QRD85V/+ZUqXUm89+uijyaGCIPjEJz5Rqkt19U8++WSl2fsJEyY8+OCDpaYTvC8lo74igej5b83gfV2y9/EHvKurqyIZjQkQIECAAAECBAgQyBdw432+hjIBAgQIECBAgEC6gOB9uo93CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAmwu8/PLLcawrLtxzzz01blvwvkZA3TMnIHgffwMZsVAqeB+G4b333vv6179+xBHiBjt37hyVR2V4eDheQ0HhqKOOSlnSww8/XNA+enn//fen9Ep56/jjj08OOHny5F27dqX0quKtF1544V3veldyrqI1Rx999KOPPpoyi+B9Co63yheIHr+WDd5H2fv4M1L+vqKW8XX3XV1drruvVE97AgQIECBAgAABAvkCgvf5GsoECBAgQIAAAQLpAoL36T7eJUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECbS6wffv2OBIWF/7hH/6hxm0L3tcIqHvmBATv428gIxZSgvdhGL700ks9PT0jDnLCCSdUHVavy9NVaoXLli1LGX/JkiXJjgceeODQ0FBKr5S3VqxYkRwwCII777wzpVd1bw0PDx988MFFp8uvnDhx4oi/EEHwvroj0KtAIHrwWjl4H4ZhLpeL1rlixYqC9ae8lLpPwfEWAQIECBAgQIAAgUoFBO8rFdOeAAECBAgQINDJAoL3nXz69k6AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBH4vMG7cuPzMZBAEX/nKV2qkEbyvEVD3zAm0cfB+FM+iv7//zjvvvP7666+77rqvfOUr999//29+85tRXI+pY4Enn3xy/fr1N99885o1a7785S//wz/8w89//vP4XQUCtQsMDAwccMABBX8+qfvLs88+u/aljjjC6tWrK4rfx9t00f2IthoQIECAAAECBAgQKEdA8L4cJW0IECBAgAABAgQiAcF7TwIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOh0gYkTJ8YRr6jwhS98oUYUwfsaAXXPnEDTgvfd3d2Zw7FgAgQIVCEwMDBQ8OeT+r4899xzq1hVdV1Wr14dL37FihUpg+TfdZ/SzFsECBAgQIAAAQIECJQvIHhfvpWWBAgQIECAAAECgveeAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0OkChx9+eBwGiwqXXHJJjSiC9zUC6p45gaYF7/fbb7/M4VgwAQIEqhN4wxveEP8R5bDDDnvTH36NG+nrda973R/2eFM8WjNT99He40vvg6Dk39vMT9277r66Z0YvAgQIECBAgAABAkkBwfukiRoCBAgQIECAAIFSAiX/A26pDuoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBNhPo7e2Nc2hR4f3vf3+NexS8rxFQ98wJNC14/653vStzOBZMgACBqgUGBgYOOOCA6M8nU6dOrXqcb3/7211dXdE4Z599dtXj1NJx9erVcfy+4N77OHIfBIHIfS3I+hIgQIAAAQIECBBICgjeJ03UECBAgAABAgQIlBIQvC8lo54AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHSKwCc/+cmC4P2JJ55Y4+YF72sE1D1zAk0L3p955pmZw7FgAgQI1CIwMDAQ/0Fly5YtVQzVCqn7aNmlsvfxBru6uqrYoC4ECBAgQIAAAQIECKQICN6n4HiLAAECBAgQIECgQEDwvgDESwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0HECV1xxRRz3igoHHXRQjQqC9zUC6p45gaYF7z/1qU9lDseCCRAgUKNA/qX3VWTvR/2u+/ztr169Ov5zV1QfX3ff1dXluvt8K2UCBAgQIECAAAECdREQvK8Lo0EIECBAgAABAh0iIHjfIQdtmwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKTAPffcEwfA4kLJ1uW9IXhfnpNW7SPQiOD9r3/96/gjGRdkMtvnobETAgQqERgYGKgift86d93n7/W6666Lv6tHBZH7fB9lAgQIECBAgAABAvUVELyvr6fRCBAgQIAAAQLtLSB4397na3cECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGBkgaeffrog/RUEtf6NAsH7kd21aC+BRgTv77333uRn86c//Wl7ydkNAQIEyhUYGBiIvytOnTp1xG6tmbqPll2QvfdLVUY8TQ0IECBAgAABAgQIVC0geF81nY4ECBAgQIAAgQ4UqPV/k3cgmS0TIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIE2ExgeHo5jbHGhxj0K3tcIqHvmBBoRvP/iF78YfySjQnd3986dOzOHY8EECBCol0B86X0QBFu2bEkZtpVT99Gyr7vuuq6urtyrXykb8RYBAgQIECBAgAABAjUKCN7XCKg7AQIECBAgQKCjBATvO+q4bZYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBQXKAj3uvG+OJNaAqUFGhG8X7RoUcFn8/DDDy+9BO8QIECg/QUGBgbi7P3UqVNTsvddXV3xt9CWdYlWOGvWrJZdoYURIECAAAECBAgQaAMBwfs2OERbIECAAAECBAg0TUDwvmnUJiJAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAq0rECfT4kKNt2q78b51D9vKGiNQ9+D98PDwvvvuG38ko8KnPvWpxizfqAQIEMiSQEH8vmDprX/Xfbzg6Hv7ySefHNcoECBAgAABAgQIECBQdwHB+7qTGpAAAQIECBAg0MYCgvdtfLi2RoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEyhUoCPcGQfDQQw+V27lYO8H7Yirq2lmg7sH7n//858kP5s0339zOiPZGgACBsgUGBgbib5L5995nKHUfhqHgfdkHriEBAgQIECBAgACB6gUE76u305MAAQIECBAg0HkCgvedd+Z2TIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEEgJxdC0uXHfddYlWFVQI3leApWlbCNQ9eP83f/M38ecxLvziF79oCy2bIECAQB0EDjjggOjb49SpU+PsfVdXV1R59tln12GOBg8RLdWN9w1mNjwBAgQIECBAgECnCwjed/oTYP8ECBAgQIAAgUoEBO8r0dKWAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0qcAHPvCBONkbFWbMmFHLXgXva9HTN4sCdQ/eH3vssQWfytNPPz2LMtZMgACBxgkMDAy84Q1viL5bTp48OU7dn3vuuY2btI4jRysXvK8jqaEIECBAgAABAgQIJAUE75MmaggQIECAAAECBEoJCN6XklFPgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6SODzn/98QcQ3CIKnnnqqagLB+6rpdMyoQH2D9y+99FJ3d3fBp/Kzn/1sRnEsmwABAo0TGBgYKPhumZXUfRiGgveVPhgvv/xypV20J0CAAAECBAgQICB47xkgQIAAAQIECBAoX0DwvnwrLQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQNsKbNy4sSC0FgTB2rVrq96w4H3VdDpmVKC+wfvbbrst+ZFct25dRnEsmwABAg0ViC+9D4IgQ6l7wfsqnor/9t/+WxW9dCFAgAABAgQIEOhwAcH7Dn8AbJ8AAQIECBAgUJGA4H1FXBoTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH2FNi1a9eECRMKgr5nnHFG1bsVvK+aTseMCtQ3eP/hD3+44PM4bty4LVu2ZBTHsgkQINBQgYGBga6urujbZkMnqvvg0ZpPPvnkuo/crgMeeeSR7bo1+yJAgAABAgQIEGicgOB942yNTIAAAQIECBBoPwHB+/Y7UzsiQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLVCPz1X/91QdA3CIL169dXM1YYCt5X56ZXdgXqGLzfuHFj8sN4zTXXZBfHygkQINBogYkTJ2YxeJ979eu0005rtE/bjH/kkUfOnj17z549bbMjGyFAgAABAgQIEGiCgOB9E5BNQYAAAQIECBBoGwHB+7Y5ShshQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQI1Cfz617/O5XIFcd9PfvKT1Q0qeF+dm17ZFahj8P6iiy4q+CQGQfDTn/40uzhWToAAgUYLZDR4H323v/TSSxvt0zbjH3nkkUEQLF++vG12ZCMECBAgQIAAAQJNEBC8bwKyKQgQIECAAAECbSMgeN82R2kjBAgQIECAAAECBAgQIECAAAECBJ4j7DcAACAASURBVAgQIECAAAECBAgQIECgVoE3v/nNBXHfqVOn7t69u4pxBe+rQNMl0wJ1DN4fcsghBZ/EIPCXfDL9dFg8AQINFxC8bzhxa0wQBe97eno2bdrUGiuyCgIECBAgQIAAgQwICN5n4JAskQABAgQIECDQMgL+n1zLHIWFECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB0RZ4+OGHk3Hf3t7eKtYleF8Fmi6ZFqhj8D75MRS8z/SzYfEECDRBQPC+CcitMEUUvI9+ULbCeqyBAAECBAgQIEAgEwKC95k4JoskQIAAAQIECLSIgOB9ixyEZRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZYQSCZ+x48fX8XKBO+rQNMl0wL1Ct7v2LEj+TE8+OCDM41j8QQIEGi0gOB9o4VbZPz84L1L71vkUCyDAAECBAgQIND6AoL3rX9GVkiAAAECBAgQaB0BwfvWOQsrIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECoy+QTPxWd9W24P3on6UVNFegXsH7m266KfkxvPjii5u7G7MRIEAgYwKC9y11YN/61rcOa8zXuHHj4p+S48ePP+yww774xS+21N4thgABAgQIECBAoAUFBO9b8FAsiQABAgQIECDQsgKC9y17NBZGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRGQaC7uzuOM8WFPXv2VLoUwftKxbTPukC9gvfHHnts/NGLC48++mjWfayfAAECDRUQvG8ob6WD33777fGPsEYXPvvZz1a6PO0JECBAgAABAgQ6TUDwvtNO3H4JECBAgAABArUICN7XoqcvAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoN4HbbrstmY866aSTKt2n4H2lYtpnXaAuwft3vetdyQ/g2rVrs45j/QQIEGi0gOB9o4UrGr+Zwfvp06dXtDaNCRAgQIAAAQIEOlBA8L4DD92WCRAgQIAAAQJVCwjeV02nIwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaEOB3bt3H3jggcno74YNGyrareB9RVwat4FA7cH7f/mXf8nlcgWfvilTpgwMDLSBjy0QIECgoQLvec97Dn/1q6Gz1H3w6Hv+pZdeWveRR3fAZgbvg8Dfgx3d0zY7AQIECBAgQCADAoL3GTgkSyRAgAABAgQItIyA/+DYMkdhIQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoDUEli9fXhD9DYLg7W9/e0WrE7yviEvjNhCoPXj/vve9L/nRu+yyy9oAxxYIECDQaIFTTjkl+hba6InqO77gffIHXxU1mzZtqu+5GI0AAQIECBAgQKDNBATv2+xAbYcAAQIECBAg0FABwfuG8hqcAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkUmDJkiXJ1NOb3vSm8jcjeF++lZbtIVB78D75oXOLb3s8G3ZBgEATBATvm4Bc/hRNvvE+CILly5eXvzwtCRDIhMATTzyxZ8+eTCzVIgkQIECg9QUE71v/jKyQAAECBAgQINA6AoL3rXMWVkKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBFpF4Mknn6wxAyx43ypnaR3NEqgxeP+Nb3wj+aHr7u5u1vLNQ4AAgWwLCN631PkVDd5/rh5f3d3dyR+XQRD09PS4976lngGLIVC7wJQpUxYsWDA4OFj7UEYgQIAAAQKC954BAgQIECBAgACB8gUE78u30pIAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHSQQNFQ0+bNm8skELwvE0qzthGoJXi/ZcuWAw88MPmh+x//43+0jY+NECBAoKECgvcN5a108KLB+0oHKdp+3LhxyR+XUc3s2bNdjl0UTSWBLAr09/dHH23Z+ywenzUTIECgBQUE71vwUCyJAAECBAgQINCyAoL3LXs0FkaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEZT4Kqrriqaa/rGN75RzrIE78tR0qadBKoO3t933325XC75cbv44ovbycdeCBAg0FABwfuG8lY6+KgE76N77ytdqvYECLSaQH9//5QpUwr+bOze+1Y7JushQIBA5gQE7zN3ZBZMgAABAgQIEBhFAcH7UcQ3NQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaF2B7du3F72Ce//993/uuedGXLfg/YhEGrSZQHXB+9/+9rcHH3xwQbIoCIIpU6a88sorbUZkOwQIEGicgOB942yrGHm0gvdBELj0vorz0oVASwkkU/dBELj3vqXOyGIIECCQRQHB+yyemjUTIECAAAECBEZLQPB+tOTNS4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEWl3ga1/7WjIPHATB29/+9t27d6evXvA+3ce77SdQXfD+Pe95T9FP2Q033NB+RHZEgACBxgkI3jfOtoqRRzF4f/XVV1exYF0IEGgRgf7+/qJ/Ng6CYPXq1S2ySMsgQIAAgSwKCN5n8dSsmQABAgQIECAwWgKC96Mlb14CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJABgfnz5xdNPixatCh99YL36T7ebT+B6oL3RT9ff/InfzI8PNx+RHZEgACBxgkI3jfOtoqRRzF439PTs2nTpirWrAsBAqMu0N/fX/S6+yAIent7BwcHR32FFkCAAAEC2RUQvM/u2Vk5AQIECBAgQKD5AoL3zTc3IwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyJLArbfeWjQbfOedd6ZsQ/A+BcdbbSlQafB+/fr148ePL/rhaksfmyJAgEBDBQTvG8pb6eCjGLyPfrC6977SI9OewOgKpETuo9T96C7P7AQIECDQBgKC921wiLZAgAABAgQIEGiagOB906hNRIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEsipQNBs8bty4u+66q9SWBO9LyahvV4GKgvf33HPPXnvtVfST9a53vatdieyLAAECjRMQvG+cbRUjj3rwvqenp4pl60KAwGgJlLro3l33o3Ui5iVAgED7CQjet9+Z2hEBAgQIECBAoHECgveNszUyAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBoE4FZs2YVTQiPGzfum9/8ZtFNCt4XZVHZxgIVBe/33nvvop+pQw899KWXXmpjJVsjQIBAgwQE7xsEW92wzQzev/GNbyz6I3XPnj3VLV4vAgSaLNDf31/0Uyx13+SDMB0BAgTaW0Dwvr3P1+4IECBAgAABAvUVELyvr6fRCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAewqsW7euu7u7aCLi/e9//5YtWwq2LXhfAOJl2wuUE7zfuXPnRz/60aKfoyAI/u7v/q7tlWyQAAECDRIQvK8d9gc/+EH0E2ry5Mnr1q0bHBysesxmBu/nzZs3c+bM5M/Wnp6eTZs2Vb0FHQkQaIJAf39/yl33tXwXasLiTUGAAAEC2RIQvM/WeVktAQIECBAgQGB0BQTvR9ff7AQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAIDMCK1euTIaaopoZM2Z861vfyt+J4H2+hnInCJQTvD/yyCNLfYiCwF/j6YTHxB4JEGiUgOB9jbKDg4PHHXdc/g+pSZMmLVy48O67765i5CYH7zds2FD090PNnj3bvfdVHJ8uBJomkJK67+3tbdoyTESAAAECnSAgeN8Jp2yPBAgQIECAAIF6Cfg/dvWSNA4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGh/gfw4VrL8Z3/2ZzGB4H1ModAhAunB+6effvqDH/xg8lMT11x00UUdAmWbBAgQaISA4H2NqsuXL49/JBUUovj9rl27yp+iycH7MAzPO++8gmVHL6+++uryl60lAQLNFOjv7y/6sQ2CoLe313X3zTwLcxEgQKATBATvO+GU7ZEAAQIECBAgUC8Bwft6SRqHAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0v0BKKCtKTZx22ml333338PCw4H37Pw12+IcCpYL3Dz/88MKFC8eOHVsqWRQEwQUXXPCHg3lFgAABApUJCN5X5vWHrZ966ql99tkn5edUEASTJ09et25dmVHY5gfvBwYGZs6cmdxCT0/Ppk2b/nC7XhEgMPoC/f39pa67l7of/eOxAgIECLSjgOB9O56qPREgQIAAAQIEGiUgeN8oWeMSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF2FbjpppvGjx+fjDaNWPNGXwTaV2DChAkjfgSSDVavXt2u3yjsiwABAs0UELyvWvvOO+9M/ngasWbhwoV33333rl27is7b/OB9tIxS994XXaRKAgRGRSAlch/ddT8qqzIpAQIECLS9gOB92x+xDRIgQIAAAQIE6iggeF9HTEMRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFOEXjkkUdGTGRpQIBAusCUKVM65VuGfRIgQKDBAoL3VQP39fVNnjw5/QdWqXcnTZpUNH4/WsH7gYGBokt16X3Vj4eOBOouUOqi+yh1Pzg4WPcZDUiAAAECBMIwFLz3GBAgQIAAAQIECJQvIHhfvpWWBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAwP8XiBNuRQNOKgkQSBc48cQTn3766f//iVIiQIAAgRoE4j+W1DDGKHSNflJceumlozB33pS1ZO+DIJg0adLChQt37doVDzlawfswDLu7u5M/f2fPnr1nz554eQoECIyWQH9/f/ITGtX09vZK3Y/WuZiXAAECnSAgeN8Jp2yPBAgQIECAAIF6CQje10vSOAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoBMFXn755a6urlLxCfUECCQF3ve+93XiNwt7JkCAQCMFBO9r1+3r60v+zKqiZtKkSZ/+9KeTHWtfYRiG48aNKxh53rx5+SMPDAzMnDmzoE0QBD09Pe69z4dSJtBkgf7+/pS77kXum3wcpiNAgEAHCgjed+Ch2zIBAgQIECBAoGoBwfuq6XQkQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEfi/w8MMPf+hDH0rmoJKRJzUEOlxgwYIFGzdu9I2DAAECBOouIHhfF9LJkyc37id1XVaY/ANnQfA+DMMNGzaUuve+LmswCAECVQikpO57e3urGFAXAvUVeO973/v5z3++vmMajQCBlhIQvG+p47AYAgQIECBAgECLCwjet/gBWR4BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEMiGwObNm5ctW9a4sJaRCWRaYOLEiYsXL87Gh9kqCRAgkEEBwfu6HNqPf/zjfffdt0E/cOuywnKC92EYnn/++UV3UZc1GIRAqwns2LHj0UcfXb9+/a233nrZZZddeOGFixYt+virXxe++vXlL3/5rrvu+tGPfjRaK+/v7y/6kQyCoLe313X3o3Uu5o0F3vve90aPqOx9bKJAoP0EBO/b70ztiAABAgQIECDQOAHB+8bZGpkAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECHScwAMPPPCZz3zmpJNOKpWsUE+gowR6eno+9alPffe73929e3fHfTuwYQIECDRRQPC+Xtip2fuxQXB41T/H161bV3u8tszg/cDAQNF1btq0qV5QxiEwugJ79uy54YYbFi9ePG/evKJPe9HKffbZ59hjj/3Qhz70ne985+WXX27OFvr7+0tddy9135wjMEu6QJy6jz41svfpXN4lkF0Bwfvsnp2VEyBAgAABAgSaLyB433xzMxIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECIwscOaZZxZEhk4//fSRu2lBgAABAp0nkOngfcEPu5Z/uSAIBoNgUxAsDYI3VbHaSZMmLVy48O677961a1elj2qZwfuUS++vvvrqSifVnsCoC2zfvv2OO+74i7/4iyo+cSN26e7unjt37vLlyxuxzVKR++iu+0bMaEwCFQkUpO6jz4vsfUWGGhPIioDgfVZOyjoJECBAgAABAq0gIHjfCqdgDQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAoUCgveFIl4TIECAQAmBjAbvzznnnBEzsS3Z4OogCP/jn8OqXuF+++1X4jxLVpcfvB8YGJg5c2ZybT09Pe69L+nrjdYTGB4evu+++yZMmJB8mOteM3v27C984Qu//e1v68XQ399fapHuuq8XsnFqEXjHO95R9BHN5XKrV6+uZWR9CRBoQQHB+xY8FEsiQIAAAQIECLSsgOB9yx6NhREgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEOlpA8L6jj9/mCRAgUIlARoP3W7ZsKRr5a+3KPw6C3wXBy0FwcxC8r4qlRtdrr1q1avPmzZUc8u/blh+8D8Nww4YN3d3dyRXOnj17z549lU6tPYHmCyxbtuyww6r/3RbJh7+cmr322uvMM8+sfbP9/f2lrruXuq+d1wi1CxS96z7/M+Le+9qRjUCgpQQE71vqOCyGAAECBAgQINDiAoL3LX5AlkeAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6FABwfsOPXjbJkCAQOUCGQ3eV77Rhvf45S9/efDBB+cnD/PK44Lg5CAYk1dTQfH6669/8cUXa9xARcH7MAxT7r2vcSW6E2iQwObNmy+88MK99967gk9Xw5rOnTt3eHi40p2mRO6DIBgcHKx0QO0J1F2gzA9NLper+9QGJEBgtAQE70dL3rwECBAgQIAAgSwKCN5n8dSsmQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQ/gKC9+1/xnZIgACBOgkI3tcFMjV1X2ZKsWSzuqyw0uB9dO990TW59L4uJ2KQ+gq88MILyYe86ANctDKXyx155JEnnHDCySeffNqrXyeccMKxxx47fvz4ou3Lqfz30e67776KtlnqovsgCHp7eysaSmMCjRAY8a77/I+Ge+8bcQTGJDAqAoL3o8JuUgIECBAgQIBARgUE7zN6cJZNgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGhzAcH7Nj9g2yNAgED9BATv62I5Y8aM/LRhfct1WWEykzxv3rwRRy66kauvvnrEjhoQaJrA0NDQl770pcmTJxd9XEtVHnDAAe9+97tvuummBx544Omnnx4aGiq14FdeeaW/v//qq6/+0Ic+dMwxx5QasFT9Bz/4wVIjF9T39/eXGqS3t9d19wVcXjZfoKLUffQwy943/5jMSKARAoL3jVA1JgECBAgQIECgXQUE79v1ZO2LAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJBtAcH7bJ+f1RMgQKCJAoL3NWI/9dRTNabuu7u7586du2rVqs2bN99+++3J5G2NK4y6Vxe837BhQ3d3d3JJs2fPdu99Xc7FILUIbN26dfHixcnns2jN8uXLf/7zn9cyXUHfLVu2/Nf/+l/32WefotMVVB577LEbN24sGCF+2d/fn3LXvch9DKUwigIFj3T+y0WLFqX/TopRXLapCRCoi4DgfV0YDUKAAAECBAgQ6BABwfsOOWjbJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkTEDwPmMHZrkECBAYPQHB+1rsa0zdR5H7zZs3x2toteB9GIbnn39+fsAyLrv3Pj41hVER6OvrmzlzZvxAlipMmzbtsssue+KJJxq0yIGBgdtuuy2Xy5VaQFw/ZsyYq666qugyUlL3vb29RbuoJNBMgZS77hctWhSG4dDQUEr23r33zTwscxFohIDgfSNUjUmAAAECBAgQaFcBwft2PVn7IkCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkW0DwPtvnZ/UECBBoooDgfdXYv/zlLw8++OA4VVtRYcyYMddff/2LL75YMHsLBu+3b99eNN7c09NTsHgvCTRNYM2aNePHjx/xQzd79uw9e/Y0YVWPP/74ueeeW86Snn/++YL19Pf3l9pIb2+v6+4LuLxsvsCIqftoSbL3zT8aMxJomoDgfdOoTUSAAAECBAgQaAMBwfs2OERbIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0oYDgfRseqi0RIECgMQKC91W73nTTTaXisin173znO4tG7qNltGDwPgzDDRs2FN1RcyLNVR+Qju0qsHXr1qIPZH7l3Llz77777iYLPPfcc0uXLs1fRrK83377rV+/Pl5Yf39/qevupe5jJYVRFEhJ3QdBYZhiaGgo+czHNe69H8VzNDWBGgUE72sE1J0AAQIECBAg0FEChf+u2FGbt1kCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGWFRC8b9mjsTACBAi0moDgfS0nsmnTprFjx8apwqKF7u7uVatWbd68uZyJWjN4H4bhm970puTuenp6Nm3aVM6+tCFQF4GNGzdOnjw5+SjGNdOmTbv55pvrMlctgzz77LMLFy6MV1W08OMf/7hU5D4Igt7e3loWoC+BuggUfXSjykWLFhWdIv3e+2RWv+ggKgkQaDUBwftWOxHrIUCAAAECBAi0soDgfSufjrURIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBDpXQPC+c8/ezgkQIFChgOB9hWCFzf/X//pfpaKJ6ZfbFw706uuWDd5v2LChu7s7udPZs2e7977oUapshMBee+2VfAjjmsWLF2/btq0R81Y35qxZs+K1JQvjxo1LVkY17rqvDlyv+gqk3HVfKnUfLSA9e79y5cr6rtNoBAg0QUDwvgnIpiBAgAABAgQItI2A4H3bHKWNECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTaSkDwvq2O02YIECDQSAHB+xp1t2/ffuihh+YHaLu7u+fOnbtq1aoqRm7Z4H0Yhueff37+NuPysmXLqtipLgQqFbj++uvjpy5ZePvb317pgI1uv3PnziuuuCIlYJ/cRXTX/eDgYKPXZnwC6QJVp+6jYWXv03m9SyBzAoL3mTsyCyZAgAABAgQIjKKA4P0o4puaAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgpIDgfUkabxAgQIDAHwoI3v+hR5WvqrjcvuhMrRy8D8Ow1L33u3fvLrodlQTqIrBs2bKiGfWoct26dXWZpXGDfOADH0hZf/5bIveNOwUjly+Q/0wWlNPvui+Y4phjjinonv+yoLGXBAi0soDgfSufjrURIECAAAECBFpNQPC+1U7EeggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBH4vIHjvOSBAgACBMgUE78uEak6zFg/el7r33qX3zXk8OnOWW265JZfL5ed188vz5s3LBMvNN9+811575a88We7t7c3EXiyyvQVqvOs+H8e99/kaygQyLSB4n+njs3gCBAgQIECAQJMFBO+bDG46AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBsgQE78ti0ogAAQIEwlDwvqWegtYP3u/YsSMZGO7p6dm0aVNLSVpM2wiMGTMm+chFNeecc87Q0FBWdvrggw++9rWvLbWX+fPnu+4+K0fZxuusY+o+UpK9b+OnxdY6SkDwvqOO22YJECBAgAABAjUKCN7XCKg7AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQwQeeeSRO+6448T/+PrmN7/5wx/+sCEzGZQAAQIEMi4geN9SB9j6wfswDLu7u5Ph4eOPP3737t0thWkxbSCwcePG5MMW1Vx44YXZ2mB/f/+kSZNKbefDH/7w8PBwtnZktW0mkJK6D4LqcxNDQ0OlHvsgCFauXNlmjLZDoC0FBO/b8lhtigABAgQIECDQIIHq/wWyQQsyLAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFIYNeuXXHCgQkBAgQIECglIHhfSmZU6jMRvN+xY8esWbPiP2bEBffej8oz066T/u53vyv6mAVBMG7cuGztur+/f8qUKfEnpVQhl8tla19W204CpR7LIAgWLVpU407T772vJdVf48J0J0CgTAHB+zKhNCNAgAABAgQIEAjDUPDeY0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINCiAoL3LXowlkWAAIEWExC8b6kDyUTwPgzDDRs2lLr3vqU8LSa7Ah/5yEeKJoG7urq++tWvZmtf5aTuo80++eST2dqa1baHQMpd97Wn7iOi9Oy9e+/b40GyizYWELxv48O1NQIECBAgQIBA3QUE7+tOakACBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH6CAje18fRKAQIEGh3AcH7ljrhrATvwzA8//zzi+aiW8rTYrIrUPTpCoJg1apV2dpUf39/qb0k62fPnr179+5sbdBqsy7QhNR9RCR7n/VHxfo7WUDwvpNP394JECBAgAABApUKCN5XKqY9AQIECBAgS1A2fQAAIABJREFUQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAkwQE75sEbRoCBAhkXEDwvqUOMEPB+zAMS116LzncUg9V5hazffv2o48+OhlKD4KM/c3t/v7+lLvuv//97++9997JbeZyuX/8x3/M3KlZcEYFkk9gXFOvu+4LZI455ph4imShoLGXBAi0iIDgfYschGUQIECAAAECBDIhkLH/fJMJU4skQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoi4DgfV0YDUKAAIG2FxC8b6kjzlbwvtSl98uWLWspVYvJlsAll1ySjOMGQTBnzpxsbSQldd/b2xuGYdHPexAEBx544LZt27K1WavNokDT7rrPx3Hvfb6GMoGsCAjeZ+WkrJMAAQIECBAg0AoCgvetcArWQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUERA8L4IiioCBAgQSAgI3idIRrOiaBC3LgsaN25cQZh53rx5NY68Y8eOWbNmFQwbBEFPT8+mTZtqHFz3zhR4/PHHx48fn3yo9t1331/96lcZMunv70/uIqrp7e0dHByM9nLWWWcVbfaZz3wmQ5u11CwKjErqPoKSvc/iA2PNHS4geN/hD4DtEyBAgAABAgQqEhC8r4hLYwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgeYJCN43z9pMBAgQyLKA4H1LnV62gvdhGG7YsKG7uzuZHD7++ONbCtZisiLwnve8J/k45XK5u+66KytbCMOwv7+/1HX3+an7MAx37Nhx7LHHJrc8ZsyYDO3XUjMnkJK6D4JmRCSGhoaSj31cs3LlysyRWjCB9hYQvG/v87U7AgQIECBAgEB9BZrxb5X1XbHRCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEOkRA8L5DDto2CRAgUKOA4H2NgPXtnrngfZQcjtOS+QWX3tf32eiE0bZu3Zr/CEXlt7zlLbt3787Q9ktF7oMg6O3tLbqR5K6DILjllluKNlZJoEaBlNT9okWLahy8/O7uvS/fSksCoy4geD/qR2ABBAgQIECAAIEMCQjeZ+iwLJUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0FkCgveddd52S4AAgWoFBO+rlWtIvywG78MwLHXpfbby0g05UYNWInDxxRcnI+j//M//XMkYo9y2r68vuYWopuCu+/yFvu1tb0v2esMb3rB9+/b8ZsoEahdokdR9tBHZ+9oP1AgEmiMgeN8cZ7MQIECAAAECBNpDQPC+Pc7RLggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECbSggeN+Gh2pLBAgQaICA4H0DUKsfMqPB+wsuuCAZGw6CYNmyZdVb6NlhAq+88srEiROTD1KGGPr6+iZPnpzcQnTX/eDgYKm9/OQnPxk7dmyy4xe+8IVSXdQTqEKgpVL30fpl76s4R10INF9A8L755mYkQIAAAQIECGRXQPA+u2dn5QQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBNhcQvG/zA7Y9AgQI1ElA8L5OkPUZJqPB+zAMN2zY4N77+jwEHTnK7373u6lTpyaT53/7t3+bCY+UyH0QBCmR+3h3W7dunTZtWlLghhtuiNsoEKhFIPl0xTWLFi2qZeTa+x5zzDHxYpKF2sc3AgECNQoI3tcIqDsBAgQIECBAoKMEBO876rhtlgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQJQHB+yydlrUSIEBg9AQE70fPvsjM2Q3eh2Ho3vsiJ6qqPIGVK1cm07Ynnnji8PBweQOMcqtSF91Hd92Xubi/+Zu/SSIcdthhZXbXjECKQAvedZ+/Wvfe52soE2hBAcH7FjwUSyJAgAABAgQItKyA4H3LHo2FESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQ6XUDwvtOfAPsnQIBAeQKC9+U5NalVpoP3O3bsmDVrVjI53NPT0yQ+02RTYOfOnUUve7/rrrsysaG+vr7kYx/V9Pb2lnPdfbTN3bt3Fx0nEwgW2coCLZ66j+hk71v5EbI2AoL3ngECBAgQIECAAIHyBQTvy7fSkgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKkCgvdN5TYZAQIEMisgeN9SR5fp4H0kWTQ5vGzZspZytpiWEjjppJOSj83tt99el0UODAzUZZyig/T19aXcdV9+5D4evOgvIHjkkUfiBgoEKhVIfrjimkWLFlU6WqPbH3PMMfHykoVGz258AgRKCQjel5JRT4AAAQIECBAgkBQQvE+aqCFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgJAcH7ljgGiyBAgEDLCwjet9QRtUHwvtSl9z/5yU9aitpiWkcgGa8NgqCK1HrRHU2dOvWBBx4o+lbtlSmp+wULFlQx/rXXXpvUOPfcc6sYShcCYRhm4q77/JNy732+hjKB1hEQvG+ds7ASAgQIECBAgEDrCwjet/4ZWSEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoEMFBO879OBtmwABAhUKCN5XCNbY5m0QvN+wYUN3d3cyPHz88cfv3r27sXxGz6ZA8mkJgjr8Je3BwcFzzjknCIKenp5bb7217jZ9fX1FVx4EwYIFC6r7xQG/+93vJk6cWDDspEmTdu3aVff1G7DtBTKXuo9ORPa+7Z9MG8yigOB9Fk/NmgkQIECAAAECoyVQh/+mM1pLNy8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEB7Cwjet/f52h0BAgTqJSB4Xy/JuozTBsH7MAwvuOCCguRw9HLZsmV1UTJIKYHvfe97pd5q2frh4eHk0/Ka17ymxgVv3br19NNPj0fO5XI1DljQva+vr9R191Wn7qMpol8WEK88KnzrW98qWICXdRG48cYb6zJOCw6Skrqvyy+2aOiWh4aGCj4C+S9XrlzZ0Nk7YfCLL764E7Zpj3UUELyvI6ahCBAgQIAAAQJtLyB43/ZHbIMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgawKCN5n9eSsmwABAs0VELxvrvcIs7VH8D4Mww0bNuTnJOOyS+9HeAJqezsIgjFjxmQrfv/pT386fjziwgMPPFCLxEMPPRQPlV+YO3fuCy+8UMvIYRimRO6ju+5rHD8Mwze/+c35yw6CYOLEiYODg7WPbIQCgSAIcrlc+8XvC56f/JeLFi0qQGjNl+n33rf+7w5oTdV4VdEjIX4fgyiMKCB4PyKRBgQIECBAgAABArGA4H1MoUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBaAoL3rXUeVkOAAIFWFRC8b6mTaZvgfRiG+VHPuOzS+4Y+b5HzmDFjGjpLfQc/6qij4scjKkyfPn1oaKjqWb7xjW/stddeBWPGL9/0pjc98cQTVQ8ehmGpi+6j1H1d4vGf+9zn4gXHhRp/GUEtW27jvhFvLpe75ZZb2mabKXfdV5q6f+aZZ75W3tc999zz/e9//+GHH/7d735XL8n07L1772txjr+x1DKIvh0lIHjfUcdtswQIECBAgACBGgUE72sE1J0AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBRAoL3jZI1LgECBNpLQPC+pc6znYL3s2bNiqN9caGnp+cnP/lJS5m302Ji5x/84AeZ2NfTTz8drzkuLFmypOrFr1q1qqurKx6qaGHy5MlVj9/X11d0zDqm7sMwfOyxx5KzXHTRRVUvW8dSArFzLpcr1SZb9XVM3YdheOedd8ZE5Rf222+/P/qjP/rLv/zLV155pUY92fsaAUt1j09z6dKlpdqoJ5AvIHifr6FMgAABAgQIECCQLiB4n+7jXQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgVETELwfNXoTEyBAIFMCgve1H9fAwEAul5szZ861115b42jtFLwPw/CCCy6I0335hauuuqpGKN2LCuQjjxkz5nvf+17RZlVXbt68eeLEiaeeeuqaNWuee+65qseJO370ox/NX3MQBPvss8/OnTvjBuUXXnnllYKhUl7mcrkrr7yy/MHDMOzr60u5674uF93nr2fx4sUF6+/u7s5voFwXgXzkXC5344031mXYeJAdO3YcfvjhuVxuxYoVv/rVr+L6BhXyt1NQvvDCC6uYtLrgfcHUQRDce++9VcwedznmmGOSY8Y1cTOF8gVivahw8cUXl99Xy84UELzvzHO3awIECBAgQIBAdQKC99W56UWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBwAcH7hhObgAABAm0hIHhf+zFeeOGFcYZt1qxZS5cuffzxx6sbts2C9zt37nTvfXVPQnW9oucwDqmOGTOmunFK9fqLv/iL+FHv6upatWrVs88+W6pxOfVHHHFEPGBUeO9731tOx4I2v/71r4877riCoUZ8+ZGPfKRgnJSXKan7BQsWpHSs7q1vf/vbyfVXN5ReKQIRcvxtKpfL3XLLLSntK33rsssuyz/HWbNmPfbYY5UOUmb7lLvuq0vdV33jff6Wo3Iul/vEJz6xffv2MvdS0My99wUgtb+MzuXQQw+ND2vp0qW1D2uENhYQvG/jw7U1AgQIECBAgEDdBQTv605qQAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgfoICN7Xx9EoBAgQaHcBwfsaT3jTpk1jx46No2txYdasWVXE79sseB+G4YYNG7q7u2OWuHD88cfXKK97UiDiXbduXexcx0vv77///lwuF48cFbq6uubOnbtq1arkYkasefHFF5MDXnXVVSN2LGjwwx/+cL/99itYWPxywoQJcTlZePnllwtGK/qyr68v2TeqWbBgQd2vuw/D8JVXXknOWHRtKmsRiJAvf/UrKudyuVoGzO/72GOPjR8/PnmO0e9nyW9Ze7kRqfs6Bu8jhJNOOumll16qbrOy99W5leoVncj8+fPzvwmXaqyeQBiGgvceAwIECBAgQIAAgfIFBO/Lt9KSAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgqQKC903lNhkBAgQyKyB4X8vRDQ8Pv+1tb0vmKqOaXC43Z86ca6+9tvwp2i94H4bhBRdcUJSofBYtyxSInNetW/ehD30oKo8ZM6Yu2fudO3fOnDmz6DlGlaeeeuqaNWuee+65MpcahuG9996bHPCBBx4of4So5d57750cJ6558cUX4+9ycWVcOOyww37xi1+kz9jX11fquvsGpe6j9cSLjAvp6/RuFQKR7eWXXx6GYex84403VjFUssuf/MmfxGMmCyeeeOKKFSuefPLJZMdKa1JS90FQU97hzjvvTK68lpr/9J/+U6W7i9sPDQ2lTL1y5cq4pcKIApHk/Pnzb7311jh7f/HFF4/YUYOOFRC879ijt3ECBAgQIECAQBUCNf2LaBXz6UKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgTAHB+zKhNCNAgECHC8SR1A53qGL7L7744tSpU1NygMm3Zs2a9fjjj6fM1ZbB+zAMS116v3v37hQNb1UqED1y69atizrWMX5f9OLu5BMe1XR1dc2dO/fZZ59NX/9HP/rR5AjpXfLfHRwcPOecc5IjRDWTJk367ne/G7cfHh6Ow6XJLj09PbfeemvcOL9QKnIfBMGCBQvyW9a9nFzntm3b6j5Lhw8YIUfB+3/P3v/7zfdRTS6XqzF+/8orryRPMKVm1qxZS5cureI4Usa88MILqxgwv0vdg/dBEKxZsyZ/iorKQ0NDxx57bKkty96XjxkZzp8/P+oifl8+Xce2FLzv2KO3cQIECBAgQIBAFQKC91Wg6UKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINAMAcH7ZiibgwABAtkXELyv+gy/+MUvlor/pdTncrk5c+Zce+21Redt1+B9qUvvr7rqqqIOKqsTiB68OHiff4n3mDFjqhsz6pXySJd6q7u7+9RTT12zZs1zzz1XdOq5c+cm+xZtmazcunXr6aefnuwe1zz66KMFvb761a+m/PqAXC5X0D4Mw76+vnjAgkJD77qPVlIwYxAE/f39yUWqqUUgQo6D93XM3l9//fXJExyx5sQTT1yxYsWTTz5Z5qZS7rqvPXUfhmEjgveve93rXn755TI3mGwme580qaImehTj4H0Yhrfeemv8fFYxoC5tLyB43/ZHbIMECBAgQIAAgToKCN7XEdNQBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC9RQQvK+nprEIECDQvgKC91Wf7dDQ0FlnnRUH1SotRPH7p556Kn8B7Rq837lz56xZs5JEPT09P/nJT/IFlGsRiITzg/fxpfdBEHzve9+revCUfG/yWAtquru7i8bvp02bVtAyCMr9u9nHHXdcsm9cM2fOnKI73bBhw9SpU+NmBYWPfOQju3btijv29fWVuu6+Can7/F+aEK/zzjvvjJenUBeByDY/eJ8vX/TXMZQ57/DwcHxwlRZyudyJJ544Yvw+5VNZl9R9g4L3/65RAF4madxM9j6mqLoQPZP5wfswDHO5XFR/8cUXVz2yju0qIHjfridrXwQIECBAgACBRgiU+x93GjG3MQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAikCAjep+B4iwABAgRiAcH7mKK6wvDw8Cc+8YlKc5XJ9rNmzVq6dGm7Bu8j21L33lcnP+q9TjvttOQ5tkLNlVdeWYATx+/HjBlTdfx+165dZ5xxRo0b7Orqmjt37qpVq5599tmiQxWsPPnyjjvu2HvvvYv2DYJg8eLFQ0NDyV75NS+99FKp7kEQHHbYYSmR+yAIBgcH80drXPnNb35zwTrPP//8xk3XhJGXLFlSsKMWeTlv3ryC7V9++eXR2nK53I033ljwbpkvh4eHP/nJT9a+x+inw2OPPZY/b8qw9UrdNy54HwTBP//zP+dvp4rysccem4JQxYCN63LLLbekLHUU35o2bVrBrm+99Vbx+wITLyMBwXtPAgECBAgQIECAQPkCgvflW2lJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQVAHB+6Zym4wAAQKZFRC8r/3oarnZuCBxN3369IKa8u8AT9/IuHHjCkZOZk3TR6j93Z07dxasIXqZ0UvvMxS8D8MwP3tf9VHWJXsfHXpXV1fRhyF9batWrSrVMQiCm2++Ob17/O6ZZ55ZdPao8rWvfW2pdxcsWBAP0ujCu9/97oJlLFy4sNGTNnT8DAXv//3e+5bK3kdPwqxZs6L4fRPuuo+ehDvvvLPgIazXy1WrVtX4sGXo3vsMBe/DMLz11lvjU67xjHRvJwHB+3Y6TXshQIAAAQIECDRaQPC+0cLGJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqFJA8L5KON0IECDQYQKC93U58Lpceh9H3QoKdVlhKwTvwzDs7u4u2F0QBEcfffQvf/nLpyv8+s1vflMXmaoHiYL3EyZM+HjLfEW2yRvvoz3G8lVfeh+GYf6fMOMB61h4IvUrZaJ99923/KMcHh5eunRpfLFzyrD5by1YsKBe190///zzqRv9/Zt/9md/lj97EASnnnpqhZ+S6pu/8MIL5XuW2TIK3o8dO7ZlPjEfj4RL/RaS/Ox9mXtMNqvXvffxw/Ca17wmLhcU6njXfbSRcoL33/3udx9++OH777//nnvuuemmm4466qiCVRV9+bGPfSxpVWlNevb+sssuq+ID0IifLFHwPpfLtdqTn7zxPjqC+HvjxRdfXOmhaN+uAoL37Xqy9kWAAAECBAgQaISA4H0jVI1JgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQB4H8WFQdhjMEAQIECLSpgOB9vQ52aGjorLPOKpowDIJxQXB+EMwPgr1LNEirnjNnzrXXXvvUU0/VstQWCd5v37595syZabst+72jjjqqFpDa+0bB+0MOOaT2oeo1QoRXKnhfcO991fH7nTt3ply4HQQXBcHprz7zZZ9lbQ3nzJnz3HPPVWc4derUMievV+R+1apVXV1dZU46is3e+c53Vkea0isK3u+zzz4pbZr8ViRcKnhfr3vvwzBM/eUsY4JgQRDsU+Nxf/rTn667XjnB+5dffrlg3u3bt++1117p2znppJMKelX98uijj06fq6J33/jGN1a9klId4+B9qQbNr49MSgXvo3vvxe+bfy6tPKPgfSufjrURIECAAAECBFpNQPC+1U7EeggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBP6fgOC9R4EAAQIEyhGIg/eX+qqHQOmA32uDYGMQbA+ChUFQ8r7i0t1//87SpUsff/zxco412aZFgvdhGG7cuLHovffpe0++e8QRR9TjxEYY47zzzju5xNekSZOCIMhW8D4Mwz//8z+PMLu6uo477riimzvjjDPSXf7qr/6q9C9Q2C8IfhoEvw2C9zUnfr99+/bkA19mzb/+678eeeSRyaeroGbBggVlDpjebHBwsGDkln35tre9Lf0ZKPXuhRdeWPShOvnkkw844IAgCLIVvA/D8KKLLoqOKZfLHXHEEUV3d8opp5QCievf+ta3lj7ufwqCHUFwdxBMKN0m7Z0pU6YsXbo0/fGr4t3qgvdhGB566KFpyw2C2bNnV7Geol3S771PX0by3RkzZsRHVlHhkksuKfpsnHzyyUcccUQQBLlcruj6R6Uy2nhK8D4MwxtvvDH2Oeigg0rtriKl6hp//vOfHxUlk+YLCN7naygTIECAAAECBAikCwjep/t4lwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYNQEBO9Hjd7EBAgQyJRAHLyP41UKDROIsvfhq/H7u6uO38+aNauKgGXrBO/DMLzgggtqRz7ssMNqH2TEEUacJXPB+3+/xDvadXybcRIh+bQk26TWRNn78NX4/c2vJvBTm9fw5uLFi2v8jvvSSy+lfxt8z3veU5fr7rdu3Xr66afXsNemdj3hhBOqm+/www9P75i54H3+vffpW6vh3X2C4J+CIPyP+P3C6hL40U+Hxx57rMYPRdy96uD9/vvvn67x7ne/O56l9kIds/cHHXRQ+spLvRv9XolS72YxeB+GYcqPiXin++23X1xuUGHGjBm1PyRGqFFA8L5GQN0JECBAgAABAh0lIHjfUcdtswQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBLAkI3mfptKyVAAECoycwMDDwgx/8oEFZKcP+oUBPEHzr1WjlcBD8IAh+f/lzFV8HHXTQBRdcUOkjk4xSz5s3r9JB6tX+c5/7XBUbL+gyYiS+oH11L0ecJbvB+66urlImyaelVMsS9a8LgodefdT3BME9QfDxEs1qqh43btxNN91Ul2fyoYce6unpKbWa17/+9Rs2bKhxol/96ldHH310qSlasF7wPv/E16xZEwWnG3ZSY4Pgzv/46bAxCC4IgulVzDVt2rQlS5Z8//vfz198LeXqgvc7duwYO3Zs+vo/+MEP1rKwZN93vOMd6TOW+a7gfb5td3f3iE9+E4L3XV1dEyZMWLt2bf7alJssIHjfZHDTESBAgAABAgQyLSB4n+njs3gCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQDsLCN638+naGwECBAi0pMCll15aIto3NgguCoLzqstSRkn7jRs31rLpZJR6VIL3g4ODb3nLW0ooVVZ91FFH1QJSe9/TTjstCIJsBe//5//8n5FyV1fX17/+9eoQhoaGzjrrrNKn9blXk/ZTSzeowzuPPvpodYsv6NXX1zd58uRyFrR06dKCvuW/3HvvvcuZoqXavPOd7yx/g2W2XLJkSRAE2brxfu3atfGl37U8A1dccUXp8x3zatK+yovWo2FzudwXv/jFMg+i/GZVBO+feeaZQw45pPRm/987f//3f1/+MtJb1ityH63sjW98Y/p0Vbx7yy23ZO7G+/Xr10ep+yAI6v5bEio1jI7muuuuq7Sj9nUUELyvI6ahCBAgQIAAAQJtLyB43/ZHbIMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgawKCN5n9eSsmwABAgSyKVA6dT9iAnGEBsPDw7WTtEjwvi533UdegvfJpyKSufLKK5NvhWFYl9R9GIapqfsRHua6vD137tyiG6yisszUfbTsj370o7t37650luXLl9dl100eRPA+Oui6pO7DMGzO8VX6cI7Yvvzg/Y4dO5555pn77ruvzM/Uv/3bv404e5kN6msreB+GYUul7uOPj+B9mZ+IBjUTvG8QrGEJECBAgAABAm0pIHjflsdqUwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBdhAQvG+HU7QHAgQIEMiIwGWXXVbf7F/+aHUxaJHg/fjx4/O3FpUPOuigf/qnf9pQ4Vd/f39dZKoeJLrxft99972mZb4iz1LB+1i+6rvuwzAcHh6Ox2lE4eEyvnbs2FH1qeV37Ovrq3QLp556av4I6eXBwcGPfexWSdN7AAAgAElEQVRjpaaYNGnSHXfckbLd008/vaDvH/3RH1X4Kam++c9+9rP03VXxbnTj/bhx41rmE3NNJDxv3ryi21m7dm18BEUblFl59dVXx+PUXhg7dmypQVauXFnmkspsVk7wfuLEiZMmTSq1pKL1J554YpkLGLHZe9/73qJTBEHQ29tbxQegr69vxEkrbRDfeN9qT/60adOK7qV17rqPlhcdseB90cNqWqXgfdOoTUSAAAECBAgQaAMBwfs2OERbIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0p4DgfXueq10RIECAQOsJ1CV1f+CBBy5evPi2225LZgjrsuNWCN5fccUVyd0FQVb/Ou769evj27CL7mu0KpPB+7rcdT88PHz22WfXvqlDDjlk8eLFDz74YNGh6vK0jzhIX19fyr3cAwMDZ555ZtHlBUEwefLkBx54YMQpnnnmmVIjBEEwZ86cEUc47rjjCkZYvHjxiL1aucEjjzyS/EZUsMdReZkM3q9duzb+dC9durRq1bpE7qdNmxZ9ZIaGhqKVDA0NpUDVMX5fTvA+ZSVF39p33323bt1aNWncMSVy32o/Vp5++umJEycW1RjdymTwvtXuuo+OO1ISvI8f/lEpCN6PCrtJCRAgQIAAAQIZFcjqf+nLKLdlEyBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIlC8geF++lZYECBAgQKBqgdpT91Gicnh4OAzD22+/PRnDq3pt+R2Teddk1jS/fd3LP/vZz4ped3/EEUfUfa6mDbjPPvuMaaWv6OG59tpr8wVaJ3V/yCGHPPjgg/Ha4mBz/jMfv9vQQkrqfsGCBWEYDg8PL1u2rOgKgyDo6en5yle+krLChx56aP/998/fV355/vz527dvT+kevRWnHOO+K1asGLFXizeYNm1aK31ixkS27373u/PdWid1H0Xu47x9/iKPOeaY+MFIFvJb1lJuRPD+r//6r2tZUtw3ueu4ZtGiRXGzFimccMIJLfjkz5gxI9+nNVP3YRhGJyt4n39YzS/HP5KaP7UZCRAgQIAAAQIEMicgeJ+5I7NgAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECnCAjed8pJ2ycBAgQIjJ7ApZdeGif9Ki0cdNBBF1xwwcaNG/OX367B+8HBwbe+9a1Joq6urvwkdj6FchUCkfC6devivnHqPgiCr3/963F9pYWzzjoreXzl11x88cX9/f0FkxaNphe0acTLvr6+UitfsGDB4OBgPOlXv/rVUi1zuVypi9DvuOOOvffeu1THxYsXF81Rx5PGheQItZxgPKxCvkCEfPnll+dX5v/Chfz6SsvJEyy/Zvr06d///vdTHpWhoaGU7H29Lr1vRPA+ZVPlC6dcd9+Cqfvy99W0ltGjOH/+/PwZu7u7o/oPfvCD+fWjXo5WJXg/ugcheD+6/mYnQIAAAQIECGRLQPA+W+dltQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBDhIQvO+gw7ZVAgQIEBgNgRtuuKH8FGV+yyhyH11xX7Dwdg3eX3HFFfkCcfkzn/lMgYCXtQhEsPnB+5i6q6ur9pHj0coszJw5s2jkPlrJ7Nmzk+PUsshy+vb19ZW67r4gdR+NNnXq1OQi45pdu3YlJ+3q6oobFBTGjRuXbF+qpqBvEAQPP/xwqcbqqxOIkPOD92vXro3lS/1uhXLmuuWWW+Jxyi9Mnz59yZIl6ZH7ePYmZO/rHrzff//94/VXXZC6r5ou7hg9k/nB+/Xr18cPatysRQrRwgTvR/c4BO9H19/sBAgQIECAAIFsCQjeZ+u8rJYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0EECgvcddNi2SoAAAQKjJLBixYo4qJZSOPDAAxcvXvzggw8WDdvnr70tg/eDg4NFcdx1n3/0dSlHzlHwPr7rvqurq/ab0hcvXlz0EJOV0aNeznaWL1+e7L5z585y+lbRJiVyHwTBggULSo350ksvnXLKKcmlRjWHHXbYL37xizAMt27devrpp5dqduihh/7sZz8rNUXR+uRQRZuprEUgQo6C92vXro3vuq8lch+vJ3mCRWumT5/+4IMPVn0PfMq990EQrFy5Ml5PFYU6Bu/333//hx56qIo15HdJidwHgWRHPtUI5ehRjIL369evb9m77qNtRKsVvB/hUBv8tuB9g4ENT4AAAQIECBBoKwH/etZWx2kzBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF2EhC8b6fTtBcCBAgQaE2BwcHB9NBjyuX2RXfUlsH7UtfdFxVQWYtAlE5ct25dfVP3YRhu2bJl2rRpRWPDUWX65fZFN/Wd73wnOeCGDRuKNq69stRF91HqfnBwMGWK/D9XJ9c8efLkZ5555rjjjku+FdXMmTPnueeeSxm/6FvJ0Yo2U1mLQIQcBe/rm7oPw/Atb3lL8hDjmoout0/ZY/q99zXG0esVvB83btxjjz2Wsosy34r1koVFixaVOYhmYRhGgPPnz2/91H28WsH70X10Be9H19/sBAgQIECAAIFsCQjeZ+u8rJYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0EEC+QGhDtq2rRIgQIAAgeYKPPTQQ11dXckQ4IEHHljOFfcFi22/4P3Pfvaz8ePHJ32OOOKIgr17WbtA5Lxu3boYvPa77uNVfe1rX4uHzS8ccsghixcvjpuVX/jNb36TP05Uvuaaa8ofofyWfX19ybmimgULFqSn7qNZLr/88jiYnRzq9a9/fbIyrtmxY0f5S41abtu2Le4eFyodRPsRBSLbyy+/fO3atXV3fvjhh+OLxOPBgyCYPn364sWLq77iPrmp9Ox9LZfe1yt4HwTBwoULh4eHk4svvyblunup+/IZo5bRAzl//vz8R7TSQZrWPlqt4H3TwItOJHhflEUlAQIECBAgQIBAUQHB+6IsKgkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBEZfQPB+9M/ACggQIECgMwRefvnlIAgqvdy+qE2bBe9L3XX/mc98puj2VdYokB/u7erqqmPqPlrYE088sddee1VxuX2pfX34wx/OX3MQBK997Wt37979f9m7F/AoqoP/4yebiyFgCkI1CkEuBiMX0QIFpUDFgr2k1LdKnto2Sq0VrRpaC6L9q0vBqn0rGFFRrLTNq69tvTdqU6+ABUFsjegbEkQw3qIIKEKAwGZ3/n2dt6fjnJnZyd5mZ+fL0+fp2TPn+jnDbvDZX8aufQL1TU1NDs+6dxO5N076/PPPmxbs8LKoqOh3v/udsbv78rx580wjh0Ih991p6VLAhBwOh112dNnsk08+OeaYY4QQc+bMWbNmTQrD9uoCotGoaTvGl4nF71MYvBdC5OXl3XPPPerK49Y4RO6FINAR18+igfHeEEKcc845Fo2ypkpfLcF7bw+E4L23/syOAAIIIIAAAgj4S4B/p/nrvFgtAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQIAGC9wE6bLaKAAIIIOC1wLp165J8lq++g1wK3js8637//v1en1huzi+zlOlI3etkjY2NKbS744475Jpl4fnnn0/hFA6p++rq6gQmqqyslEt1Ljz33HMJjK93GTVqlGnwUaNGJTwaHe0EjMgpT93rk65du3bNmjV2C0ht/YknnmjckamcwFypDd4LIQoLCxNYhmkjxpc86z4BT03TjIZZnrqXqyV4n9hZp6oXwftUSTIOAggggAACCCAQBAGC90E4ZfaIAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgj4UoDgvS+Pzc+L3rFjh5+X783aQfPGnVkRyGKBXArejxs3zhjt08uhUOhvf/tbFp+Av5cmwVP+rPs0ubzxxhtyzbIwf/78VE3X1NQkhzUVqquru/u4e31Vu3bt+vKXv2waTX05ZMiQhHfx1ltv5eXlmca8/PLLEx6QjnYCRmS7Nj6qj0ajDtn7BB567yZ4f/PNNy9fvtwo6VzevHlzt0gdHndP6r5bksbG8ox+8IMfGOuzs6yvluC9t6dD8N5bf2ZHAAEEEEAAAQT8JUDw3l/nxWoRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEACRC8D9BhZ8dWp0+fXltbu3v37uxYjg9W0d7ePnv2bB8slCUigEAGBXIpeC9zfcbCFVdckUHOwE2lU4dCIR/tvKKiwniHCCEGDx4ci8WS30JTU5Pd4+4TTt3rq+rs7Pz+979vWrbx5amnnvrhhx8mvIVf//rXxtH08tNPP53wgHS0E5DO119/vV0bf9WnNnvvJnj/0UcfaZp20UUXSUznwuDBg7dv3+5SldS9S6juNpNn1N2OnrTXV0vw3hN8OSnBe0lBAQEEEEAAAQQQQCCuAMH7uEQ0QAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEPBGgOC9N+4BnnXq1Kl6KGLSpEkbN24MsEScra9evXrUqFG6FcH7OFhcRiB4ArkRvI9EInaPuw/ekWZ0x6FQyC/PupcuK1eulBFQWaitrZUNEivYRe6FENXV1YmNqfYqLi6Wa5aFaDSqtnRf09raqj7ufubMme5HoKV7ASFEOBx2394vLR2eey+EWLJkicuNuA/ea5q2a9euYcOGyb8IzoW4t7RD5F4IwbPuXZ6gXTMhxDnnnGN3Ndvq9XuJ4L2350Lw3lt/ZkcAAQQQQAABBPwlQPDeX+fFahFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgQAJELwP0GFnx1Zl8F4IUVBQUFtbu3v37uxYWhator293ZimI3ifRWfDUhDIDoHcCN4vWrTIMnLJ4+7TfZf5LnWvaVo0GlXvlt69eydj1dTUpI6p1yT5rHvTql544YXPf/7zcq6CgoI777zT1Ka7L+fOnSsHlIUHH3ywu+PQ3o1ATqbu9b9Wztl7NziapnUreK9p2tatW+VNG7fgvAaH7qTunencXPVR6l7TNP1mIHjv5mTT14bgffpsGRkBBBBAAAEEEMg9AYL3uXem7AgBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEMgRAYL3OXKQ/tmGMXivpyPKyspisZh/dpDelUYikbq6utLSUmOOiOB9etEZHQEfCuRA8H7Tpk2WjwGvrKzcv3+/D8+EJaddwPjJKMsJz9rU1GT3uPvUpu71Fb7xxhuVlZVCiD59+jz33HMJL1vvePDgwSOPPFIi6IVevXrt27cvyZHpHjSBaDTqkL13+dD77gbvNU0rKioy3cB2Lx1+S4XD4+5J3QftTiZ4nyUnTvA+Sw6CZSCAAAIIIIAAAr4QIHjvi2NikQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQBAFCN4H8dQ93bMavNdjNgUFBbW1tZ4uzePJ29vba2pqLENHBO89PhumRyD7BHIgeG/5dsez7rPvXsuiFZ188snqbfPYY491d4kOkXshRCQS6e6A7tvv3LnTfWOHlhUVFSrF2rVrHbpwCQEHgWg0qt5RsiZu/D6B4L2maT/96U/lFM6F0tLSV1991bh+h8i9EGQ3jFQBKut3EU+89/bICd5768/sCCCAAAIIIICAvwT4x5u/zovVIoAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACARIgeB+gw86OrdoF7/WkxD333BOLxbJjpZlbxaFDhxYvXnz44YfbhY4I3mfuMJgJAZ8I+D14v2nTJst3PJ5175Mb0Jtl3n777eptM378+O6uxu5B90KI6urq7o7mSXvVQQgRwJ+gPMHP1UkdnnsfN8qeWPA+Go3OmDHD8mZWKwcNGvTBBx9IfLWBrOFZ91IpaAX9HiB47+25E7z31p/ZEUAAAQQQQAABfwkQvPfXebFaBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAgQAIE7wN02NmxVefgvRBi0qRJGzduzI7FZmgVo0aNkmEhywLB+wydBNMg4B8BXwfvI5HIuHHj1Le7UCjknxNgpR4IdHR09OvXT71znnnmGferaWpqUkfQa6qrq9P6uHv3i3RuafdwcudeXEXAWSAajTpk750fep9Y8F7TtD179jhMavqrOnbsWH0LDo+7nz9/vvM2uZrDAvoNQ/De2yMmeO+tP7MjgAACCCCAAAL+EiB476/zYrUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECABAjeB+iws2OrcYP3MmNzzz335PazW52fci8dhBAE77Pj5mUVCGSRgH+D95s2bSouLja+xenlyspKHnefRXdYti5l9+7dMtRnvIv+/Oc/x11yU1OTw7PufRG51zSts7Nz2LBhxr3r5bq6urgCNEAgroDdr3XQbzO7+H3CwXt9PZYfCupNLoQYMmSIZb1eGXd3NMhtAf02IHjv7SnLz2hvl8HsCCCAAAIIIIAAAr4QIHjvi2NikQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQBAFCN4H8dQ93bP74L0QYtKkSRs3bvR0vemafPXq1Q7BIdMlgvfpOgbGRcC3Aj4N3js8637NmjW+PQ0WnlGBK6+80vQpKYQYOHBg3EU4pO6rq6vjds+SBuFwWN3+kUceuW/fvixZIcvwu4DzI+gtd5dk8P7+++/Py8tTb+xu1fCse8ujCVSlfsMQvPf20Anee+vP7AgggAACCCCAgL8ECN7767xYLQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggECABgvcBOuzs2Gq3gvdCiIKCgt27d2fH2lOzivb29pqamm7liwjep4aeURDIIQGfBu8XLVpkGaS84oorcuhw2Ep6BXbs2NGzZ0/1RnKetampSe2i11RXV/vlcfdvvPGG5bPBb7zxRuftcxUB9wLRaNQhe2/50Pskg/eapl1zzTV2f0Pd1JO6d3++OdxSv1UI3nt7xATvvfVndgQQQAABBBBAwF8CBO/9dV6sFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQCJAAwfsAHXZ2bLW7wXshRFlZWX19fSwWy44dJLWKSCRSWlrqJkFkbEPwPil0OiOQiwI+Dd5bZoYrKyv379+fi6fEntIlMGfOHOOnpF5uaWmxm6+pqcnucfc+St1rmva1r31N3fgRRxzxySef2O2degQSEOhu9j754H0sFquurlZvbzc1pO4TOOKc7KLfLQTvvT1cgvfe+jM7AggggAACCCDgLwGC9/46L1aLAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggESIDgfYAOOzu2ahm87+joCIfDRUVFzuma2tra3bt3Z8c+urcKl0+5Lykp6ezsPP30000OBO+7x01rBAIg4Mfgvd3j7gNwXGwx9QKmD0r95a9+9SvTTA6ReyFEdXW1qX02v3z77bctd93V1ZXNy2Zt/hWIRqOWt5xeuWTJErm15IP3+lDl5eUOM1pekmuggIB+hxC89/ZOIHjvrT+zI4AAAggggAAC/hIgeO+v82K1CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAgAQI3gfosLNjq5bBe31pra2tlokaY2VZWVl9fX0sFsuO3bhahcun3FdVVbW1tWmaRvDeFSuNEAi2gO+C983NzXaPuw/2SbL7BAVOOeUU448HermgoOBvf/ubcUS7B93rqftIJGJsnM3lSCQyceJEdcuhUCibl83a/C4wevRo9a6TNXJ3qQreNzU19erVS44ft3DFFVfINVBAQL9hCN57eycQvPfWn9kRQAABBBBAAAF/CRC899d5sVoEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBAAgTvA3TY2bFVh+C9pmkNDQ1unnU5adKk7NhN/FWsXr161KhRzsGh44477i9/+Ysci+C9pKCAAAJ2Av4K3kcikbFjx6rvhKFQaM2aNXZ7pB4BB4FXX321oKBAvakGDBiwY8cOvWNTU5PaQK+prq72Uepe07R58+ZZ7mX27NkOSlxCIEmBaDTqkL2XD71//fXXb4z358CBA24Ws2rVKuNIlZWVlne+EGLKlCktLS1uxqRNQAT0W4XgvbfHTfDeW39mRwABBBBAAAEE/CVA8N5f58VqEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBAAkQvA/QYWfHVp2D93KNra2tdjEbWV9WVlZfXy+7ZFUhEonU1dXJpdoV5FPujYsneG/UoIwAApYC/gre2z3rfv/+/Za7oxIBNwK7d+8ePHiw5SdsU1OTw7Pu/RW5b25uPuKIIyy3ed9997mBog0CSQpEo1HLO1CvlPH7JGcxdf/GN77hMKmpMS8R0DRNv2EI3nt7MxC899af2RFAAAEEEEAAAX8JELz313mxWgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIEACBO8DdNjZsVWXwXtN0xoaGsrLyx0iN/qljRs3ZsfO/r2K1atXjxw5Mu7KjU+5/3dnTSN4b9SgjAAClgI+Ct5HIhHL90OedW95slR2S2DDhg2Wd1fPnj0t64UQ1dXV3ZrC88bHHnus5V4uuOACz9fGAoIj4PDceyHSkpWwvO31yvnz5wdHnp26F9BvD4L37sXS0ZLgfTpUGRMBBBBAAAEEEMhVgbT8YzJXsdgXAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQCYFCN5nUpu5NE1zH7zXNK2joyMcDjsEb4QQBQUFtbW1u3fvzhLempqavLw85zWXlJSEw2G7BRO8t5OhHgEEpICPgveLFi2yfEuUe6GAgCrQ2dmpVlrWWN5ddpXV1dX+etz97t27LfcyYsSIffv2WYJQiUA6BKLRqEP2PuUPvXd43D2p+3Scb26Mqb9bErz39jQJ3nvrz+wIIIAAAggggIC/BAje++u8WC0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBAgAYL36TjsVatWXXTRRekYOQfG7FbwXt/vtGnTLFNnxsqysrL6+npvfSKRSF1dnXFVluWqqqq2tjaHpRK8d8CRl9atWzd79mz5kgICQRPwS/C+ubm5uLhYfTOsrKwM2pGx324JXH/99S5/pc6ZZ56p3mCWNb5L3e/fv/9LX/qS5V6am5u75UljBJIXyFj2ntR98ocVzBH0d0uC996ePsF7b/2ZHQEEEEAAAQQQ8JcAwXt/nRerRQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEAiRA8D4dh/3UU08JIcjeW9omELzXx+no6CgqKrKMn8nKgoKC2tpal1E9y+UlVtne3u7yKfduHuFL8N7NKaxevVo/dzeNaYNA7gn4Inhv96x7nlecezdkynckhFi8eLHLYdevX9+jRw/5w4Blobq62uVoWdJs/PjxlhsRQvB7Z7LkjIK5DIfn3gshlixZkgyLQ+ReCMFnRzK2Qeirv2cSvPf2rAnee+vP7AgggAACCCCAgL8ECN7767xYLQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggECABgvfpOGw9eC+EmDNnTjrG9/WYCQfvNU1rbW2dNm2aXQ5N1peVlcViscwo6U+5Ly0tlbNbFuI+5d64WoL3Rg27sgzeX3zxxXZtqEcghwV8Eby3e9b9gQMHcvho2FryArFYTAjx3e9+1/1Qjz32mOXnr17pu2fdt7W12W3nm9/8ZiQScS9DSwRSK+D83HshkspN2N32pO5Te4i5Opp+/xC89/Z8Cd5768/sCCCAAAIIIICAvwSS+gekv7bKahFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQT8JUDwPh3nJYP3ZO9V3mSC9/poDQ0N5eXlDskcIcSkSZM2btyozp7amlWrVo0cOdJ5JUKIioqKbs1L8N4NlwzeCyHI3rsRo02OCWR/8D4Siahvj6FQaM2aNTl2Fmwn5QINDQ1CiOOPP979yE1NTer9JmvmzZvnfijPWzY3N9v9nDNhwoR9+/Z5vkIWEHAB5+x9wg+9//rXvy7/zpoKPOs+4Lecy+3rtw3Be5dcaWpG8D5NsAyLAAIIIIAAAgjkpADB+5w8VjaFAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgjkggDB+3ScojF4rwcA0jFLJsf88MMPr7vuus2bNyc/afLBe30Nra2t06ZNM8Vy1JdlZWWxWCz5ZRtHcPmUeyFEW1ubsaPLMsF7N1DG4L1+7rNnz3bTkTYIeCtw/vnnNzY2Hjp0KMllZHnwvrm52fJx9zzrPslzD0L3l156SX6ar1q1Ku6Wm5qa+vbtK7s4FJqamuKO5m2D2tpah/UPGDDA2+UxOwJGgWg06nC7dit+7xC5F4IghlGdspOAfkMSvHcySv81gvfpN2YGBBBAAAEEEEAgdwT4917unCU7QQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEckyA4H06DlQG706t8S8AACAASURBVEOhkB4AmDNnTjomytiY5513nr6R0aNHJxm/T1XwXt+7/lBch9iPEGLSpEkbN25MoZXLp9z/5S9/SWxSgvdu3GTwXv4tI5rlxo023gqsWbNGf7864ogjkozfZ3PwPhKJjB07Vn1nDoVC3vozuy8Eqqur5c1z0003xV2zy9S9EKK4uPjOO++MO6BXDbZs2SI3rhaGDBmyZcsWr9bGvAhYCowePVq9V2WNZRfLStlFLfCse0sxKi0F9PuH4L0lTsYqCd5njJqJEEAAAQQQQACBHBAgeJ8Dh8gWEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACB3BQgeJ+Oc5XB+yeeeEKmgi+66KJ0zJWBMVevXp2Xl2dMwgwfPjwcDre0tCQwe2qD9/9cQDgcLioqMi5PLRcUFNTW1iawWlOX9vb2mpoadXxjTUlJSTgc7uzsNPV1/5LgvRsrGbxvbGyUf8t46L0bOtp4JRCJREwZxT59+tTU1DQ0NCSwpGwO3i9cuND4rijL5CcTOOigdXnzzTcLCgrkPXPOOec4CzQ1NcnGLgszZ850HjPzV2Ox2N13311aWmq3hdGjR7e3t2d+YcyIgLNANBo1fa4Z72GXD713eNw9nxrO/lw1Cei3H8F7E0uGXxK8zzA40yGAAAIIIIAAAr4WIHjv6+Nj8QgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQC4LELxPx+nK4L2maX7P3h88ePCEE04wpmiM5QTi9ykP3mua1traOm3aNOPCLMv19fWxWCzhE6+rq3MIxckZ29raEp5C70jw3g2gDN5rmkb23o0YbTwXuPHGG+Ubhamgx+8PHjzofpFZG7xvbm4uLi42bVAIUVlZeeDAAfcbpGUwBS677DLjzTNs2DAHh6amJrvH3Zt+YZBxTCFEXV1dV1eXw8gZvjRx4kTTCo0vp0yZsnv37gwviekQcCmQZPae1L1LZ5q5EdDfOQneu7FKXxuC9+mzZWQEEEAAAQQQQCD3BAje596ZsiMEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBHBAjep+MgjcF7fXz5RG7fPfe+Z8+exvSXQ3n48OFucvjpCN7LQwyHw0VFRQ6LFEIUFBR0K8CmP+XeOcInhEjyKfdyC5qmEbw3atiVjcF7vU1jY6M8erte1CPglcCMGTPk/elc6NOnj57Dd15q1gbvLXfHU4udT5OrUkC9f1auXCmvGgt2kXshRHV1taZpq1evPvLII9UBZU0oFJo1a5ZxzAyXb7/99qOPPlqux7JQW1ub4VUxHQIJCDg8914IsWTJEnVMh8i9EIJPDVWMmrgC+rsowfu4UGltQPA+rbwMjgACCCCAAAII5JgAwfscO1C2gwACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII5I4Awft0nKUavPfvc+8tY2DOlc7x+7QG7zVNa21tnTZtmvMKy8rK6uvrY7FY3NN3+ZT7qqqquEO5b0Dw3o2VGrzXNE3+hosLL7zQzSC0QSAzAg8//LDzm5LlVT1+f/DgQctFZmfwvrm52XIvPOve8hCpNAl0dnaq989NN91kaqZpWlNTk9pSr6muro5EInqX7du32zWT9VVVVf/4xz/UKdJa09HRUVdXJ9dgWSgtLf3jH/+Y1mUwOAKpEnB+7v0/f0GVOpHlba9XkrpXuahxI6DfPwTv3Vilrw3B+/TZMjICCCCAAAIIIJB7Ahb/Vsy9TbIjBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAT8KELxPx6mpwXtN03yavXdIxThfGj58eEtLi8qb7uC9PmN5ebnz8oQQkyZN2rhxo7pCWbNq1aq4g1RUVDQ2NsouKSkQvHfDaBm8b2xsJHvvRo82GRZ45ZVX+vXrF/f9xLJBnz59Ghoa1Ph9FgbvI5HI2LFj1V2EQqEMgzOdTwXuvvtu9f4555xzTNtpamqye9y9MXWv97r22mvl54I6uF6Tl5d35plnmmZJ08tdu3Zdd911bt4Qtm7dmqY1MCwC6RBwzt6bHnrv8Lh7UvfpOJ2AjKm/pRO89/a4Cd5768/sCCCAAAIIIICAvwQI3vvrvFgtAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCAQIIHcCN4fe+yxdmEqb+vVO8mY/lKvZmfNNddckzxjOBzWc/iZCd7rkq2trdOmTXNefFlZWX19fSwWk/iRSKS0tNS5lxAitU+5l7NrmpadwfuhQ4fGNfGkgZFOLzc2NsqVXHjhhWoDahDwRCCZ+L1+S/fp06empkbP4Wdb8L65ubm4uFj+1ZOFyspKHnfvyf3mu0kbGhrkbWMs5OXlyb04RO6FEPJB97K9LLz//vszZ840DmtXLioqqq+v37lzp+ybfKGrq2vOnDn9+/e3m9RYP3DgwIaGhuQnZQQEPBGIRqPG+9lUXrJkiUPkXggyF54cWu5Mqt9vBO+9PVGC9976MzsCCCCAAAIIIOAvAf4R6K/zYrUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECABAjemwIhqX2p3kk+fe59SrL3Qojhw4dPmDBBRVahUlhTXl6uzmiqmTRpkj7jqlWrRo4cabpqepmOp9wb90vw3gTu/NJIJ8t+/A0XcvEUcljglVdecb6fXV7t06fPvHnz1MYpoSsqKjKNfNppp8Ud2e5Z92vWrInblwYIaJo2ZcoU040nX0ofuwfdCyGqq6tlM7tCRUWFHNO5kJ+fP2HChHA43NHRYTda3PpNmzbddddd1dXVffr0cZ5OXp0/f34yM8ZdEg0QyICAww/SeXl58m5XCzzrPgOnk9tT6DcVwXtvT5ngvbf+zI4AAggggAACCPhLgOC9v86L1SKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgESyLHgfWF2/MnPz9e/9295J/k0e6/GY1JYYwmVqsp/ZtjC4bAaJTWt/4c//OF3vvMd50SQEKKkpKSzszNVa7McJ8uD93l5ednw98z5b1ljY6PM3vPQe8vbjEqvBPr162d680nhy5RsSn23dBO8t9wFKcqUnEgQBnnppZcsbyG9Uhdoamqya1NdXe3wuHsJ2NnZuXDhwh49etiNo9YXFBSMGTPm/PPPf/LJJ19//fWDBw/K0SwLH3zwQX19/bx588444wx1NOeaqVOnWo5JJQL+EohGo6NHj3a+29WrfF7465Szc7X6fUXw3tvTIXjvrT+zI4AAAggggAAC/hIgeO+v82K1CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAgARyLHifJSd344036t/7d1jPE088ITMnDs2y6tL/+3//T65ZKZQL8Tml0m3F5s2bM7DThoaG8vJyt2tS2jU2NmZgkZqmqcF7ZS3xK1K+1KFDh+qzfvnLX0754AkMuHTpUn09Dn2J3zvgcMlDgaamJvsHdxcKcXz8v+E2LRobGw8dOpTk1robvI9EInaPu09yJXQPiMC2bdsKCgpsbur/rXb8KyPcRO5Nkq+99lpNTY38BS4OU2fg0pAhQ9L9C31M2+clAhkQiEaj7v/6ZGA9TBEEAf2WI3jv7VkTvPfWn9kRQAABBBBAAAF/CRC899d5sVoEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBAAsbgfVfW/zlo8+fYY4/Vv2efJSfnJnivaZp8Ivfs2bNtdva/1Vl1LFdffbVNiqZIiPuFaBCixqZBnOrhw4eHw+F0n2BHR0c4HI6zFOVySUlJBtYm956S4H0yt43l3ThkyBAdxkfBe03TGhsb5Xla7kuvjEQiyYjRF4HuCrz88svyzlQKM4V4RYhuv1Pp4/Tp06empibuc7nlG45a6G7wfuHChcoW/reCxxerttRYClx22WWWt5CsPOKII2TZVKiurrYc003l1q1ba2trTQNm8uXIkSPr6+sT+MUBbnZHGwQ8F3D53Hs+LDw/qZxZgP4GTvDe2wMleO+tP7MjgAACCCCAAAL+EiB476/zYrUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggECABIzB+0xmjdI0V5acnMvg/UMPPSSz92kCyeywRUL8WQjtX/H7zyUwux6/b2lpSetRTps2zf3aqqqq2tra0roe0+ApCd6736CpZf/+/U01ppf+Ct4bf8OFaSPGl7179za+pIyA1wIzhYgI8T+fxu+HJ7AYPX7f0NCQQAK/W8H75ubmww47TF1hZWXlgQMHTG9uvETAUqBXr17qLeSmprq6OvnU+pw5cxyC/W6WkUCbUCj0la98JRaLWYJQiUBuCESj0bjZe1L3uXHWWbIL/d2Y4L23x0Hw3lt/ZkcAAQQQQAABBPwlQPDeX+fFahFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgQAJdHV1XX755ZMmTUogNZSFXbLk5FwG7/+5Wv3p6zkUv+8hRPun2XtNiE4hChO+SaZPn56+04zFYrNnz3aztsWLF6dvGXYjE7y3kzHWL126VD9BY6Vl+frrr4971gTv4xLRIOMCv/rXe6kmxHEJz37UUUdZ/r1wqHQfvI9EImPHjlXX9s9Q8Zo1axym4BICRgH1FnJTk5LUvb6MAwcO3Hvvvfn5+W7mTbLNoEGDrr766m3bthkFKCOQqwLRaHTkyJF2f2tI3efquXu1L/1OI3jvlb8+L8F7b/2ZHQEEEEAAAQQQ8JcAwXt/nRerRQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEAiewZ8+et/3wZ73Nn6OPPlr/nn2WnJzL4H1h4f/l0k8//XSbnf1vdVadjNyaEqEJCfH7fz2fWbnooqJv3741NTXJP7rW+R6IRCJ1dXUulvOZJmVlZfX19c4jp/BqSoL3Cd82zc3Nlndj//79dRR/PfF+w4YN8iwt96VXvvrqqwmL0RGBBATWrVsn70ylME2Id4WoT+x3l+Tn50+cOHH79u0Jvym5D97zrPuEkekoBe6++27lr0D8iurqajlCyguPPPLIRRddNGLEiLy8vPhLideiX79+M2bM2Lx5c8rXyYAI+EUgGo2qf1H8snjW6SMB/TYjeO/tkRG899af2RFAAAEEEEAAAX8JELz313mxWgQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAGfCRx77LH69+yzZN0yne6wHmPq0qFZVl267bbb7ENoQ4UYooZqXNasXLmyq6sr3ZtdtWqVw1M34y51w4YN6V6hPn5KgvcpX+rQoUN1Ih8F7zds2CB/vcX06dNTbsKACCQmsHXr1oEDB9q85xQJMVGIBJ+8vWLFil27diW2KtnLZfA+EolYboFn3UtJCnEFYrHY8OHDLW8kh8rvfe97GfiZQdO0jz766Lrrrps5c2ZlZaXDetRLRx555Omnn/7b3/5206ZNsVgsrgMNEMh5gdGjRxv/pvCs+5w/cU82qN9jBO89wZeTEryXFBQQQAABBBBAAAEE4goQvI9LRAMEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBIX8F3wft26dTIP/O1vfzvxnWewp2Pq3hilSaScgX28++67iazM0KegoKC2tnb37t3pXq0avC8vLz+jm39SvkjfBe9J3af8HmDAlAg4pu4N7zgJFVOyQpfB+4ULF1quMSVrYJCACDz22GPqXVRSUqJWyprS0tLvfe97N9988549ezKptG3btueee+53v/vdTTfd9KMf/Wjmp3+mTZumF84999yFCxcuW7bs0UcfzfDCMonAXAgkLBCNRmX2ntR9wox0dBbQPykI3jsrpfsqwft0CzM+AggggAACCCCQSwIE73PpNNkLAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQNYJTJw4sbi4WIaysqegSvkxcq9p2vLly1Oi2rdv3xNPPFEdSoVKYY2bp9xXVFToMzY0NJSXl6srNNaMGzduw4YNKVyhaSg1eD979mxTm8y/nDJlSo8ePYwOWVK2pJC/2EIIvr9nKUSlNwJtbW0p+YuTn59/7rnnqkOlZFdxg/eRSGTs2LHq7KFQiMfdp+QIAjLIhg0b1LvoyCOP3L9/v/6E+cMOO6ygoEBto9aEQqETTjjh5ptvfv7558m9B+T+YZt+FIhGo35cNmv2i4D+6UDw3tvzInjvrT+zI4AAAggggAAC/hLgP9z767xYLQIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggID/BJqbm9Ugluc1qqMf88DLly/Py8tLErOmpqahoSESiUydOlUdSoVKSU17e3tNTY06nbGmpKQkHA53dnbKGTs6OtTcqbGLECIUCtXU1MguqS1kZ/Be07Rt27aZHLLhpYpvDHNOnz5dbUANAp4ItLW1DR48OJm/Nfn5+RMnTqyrq9u+ffsf/vAHdaiU7Et9AzzttNOMI9s96/7KK680NqOMgLNAdXW1eg8vXLhQ07QVK1a8/PLLhw4dmjFjhtrGucYYwt+7d6/zGriKAAIIIJAzAvqnA8F7bw+U4L23/syOAAIIIIAAAgj4S4Dgvb/Oi9UigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAII+E/gk08+mZ01f77xjW/o3/s3Oa5bt06mxb797W+brmbnyyRT93379tUj93J3mQneRyKRurq60tJSCW5XaGtrk2uThdbW1mnTptl1kfV1dXXpeHRn1gbv9+7dmzV/yWbLNKY8Nb2wfv16+estSN2bcHjpoUCSqXs9cr99+3a5BQ+D94cddph8G5SFysrKAwcOyOVRQCCuQH5+vrx/ZGHHjh3GjoMGDZKXEiiEQqF33nnHOCBlBBBAAIFcFdA/Jgjee3u+BO+99Wd2BBBAAAEEEEDAXwIE7/11XqwWAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIGkBJ566in9e//GUdatWyfzwH5J3WualvCz7svKylauXNnV1WVE0DQtM8H7kSNHxk3oVVRUNDY2mpZnfNnQ0BB3kHHjxm3YsMHYK/ly1gbvk99aCkdYvXq1+reM1H0KhRkqhQJbt24dOHBg3PcTywaFhYUrVqzYtWuXaT1eBe8jkYjlOl988UXTCnmJgLOA5Y1k7LJz507LNi4rTz311Icfftg4IGUEEEAAgRwW0D8dCN57e8QE7731Z3YEEEAAAQQQQMBfAgTv/XVerBYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgaQE1OC9HyP3OoFcedycm/pwe0vEtAbvk3nKveVqNU1rbW2dNm1a3O3X1dVFo1G7QbpVT/DeDZcavF+/fr08Jjcj0AaBjAnEYrHTTjtN3p/OBf3h9nV1dc7L8yR439zcbPe4e+fVchUBk8Avf/lL9S/CWWedZWq2e/fuhx56SG1pV9OjR4+LL7749ddfN43DSwQQQACBnBfQPxoI3nt70ATvvfVndgQQQAABBBBAwF8CBO/9dV6sFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBpARMwft169bJhFhS43rRee7cuXLxdoW+ffs2NDREIhE3C0xf8H7VqlV2K5T1cZ9yb7eFhoYGOYhdYdy4cRs2bLAbwX09wXs3VqbgPc+6d4NGGw8FWltbLSPrxveT/Pz8urq67du3u1ln5oP3kUhk7NixxgXr5fz8fB537+bIaCMFOjs7jz76aPVeWrdunWyjadqbb745f/58GeFT25tq5s+f397ebhyBMgIIIIBAcAT0DwWC996euPzU9nYZzI4AAggggAACCCDgCwGC9744JhaJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEBqBIzB+3Xr1smHxn/7299OzQQZHKWjo2PgwIGmbJt8+eMf/3jlypVdXV3uV5SO4H17e3tNTU1eXp5cmGUhHA53dna6X6qpZTgcLioqshxZVoZCoZ07d5o6dvclwXs3YsbgvTF1f8YZZ7jpThsEMi9w1VVXyfcKU+GrX/3qihUrdu3a5X5VmQ/eL1y40LRs/eWVV17pftm0REDTtLvvvlu9l770pS8Zcb7zne8UFBSozSxrKioq7rjjDmN3yggggAACQRPQPyAI3nt77gTvvfVndgQQQAABBBBAwF8CBO/9dV6sFgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBpARk8F5mxvwYuTcSfOtb39KTDGVlZd1N2hvH0TQttcH7tD7l3rRy+bK8vNwy+GesHDdu3IYNG2SXbhUI3rvhksF7+YsthOCrem7kaOOlwBNPPKG/URQWFnY3aW9ad4aD9zzr3uTPy4QFGhoajB+XennYsGHRaPTgwYMjRoxQr1rWhEKhqqqqNWvWJLwSOiKAAAII5JKA/mFB8N7bMyV4760/syOAAAIIIIAAAv4S4L/m++u8WC0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkkJyOC9jIolNVwWdH7rrbcSeLi95cJTFbx3+ZT7kpKSZJ5yb7mFjo6OcDhcVFQkz9eyEAqFdu7caTmCcyXBe2cf/aoM3kt8nnXvxo02ngsk8HB7yzVnOHgv/6IZCzzr3vJoqHQWmDx5svEu0ss33XRTXV3dgAED1EuWNYcddlhLS4vzRFxFAAEEEAiUgP55QfDe20MneO+tP7MjgAACCCCAAAL+EiB476/zYrUIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCQlYAre+/1x90lZKJ1TEryPRCKlpaWWYTxjZVVVVVtbm7KE1FS0trYa57Is9+3bt66uLhqNdmtKgvduuEzBe1L3btBok0sCmQzeDx8+3PIt7sCBA7lEyl4yI2B5L8X9XTay1+c///kFCxbs2LEjM6tlFgQQQAABvwjonxQE7709L4L33vozOwIIIIAAAggg4C8Bgvf+Oi9WiwACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAUgLG4D2pexNl8sH7VatWjRw5UmbwLAsVFRWNjY2mqVP+sqGhoby83HIBxspx48Z1a2qC9264jMH7GTNmuOlCGwRySSCTwXvjG5os5+fn55Ine8mYgLyFEijU1dXt27cvY0tlIgQQQAABHwnoHysE7709MoL33vozOwIIIIAAAggg4C8Bgvf+Oi9WiwACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAUgJ68J7IvSViwsH7Q4cOef6Ue8sdaZrW2toaN0DYt2/furq6aDRqN4isJ3gvKRwKMnjv0IZLCOSwgLfB+8rKSh53n8N3V/q2dtlll8X9uDQ1CIVCa9asSd+SGBkBBBBAIDcECN5nwzkSvM+GU2ANCCCAAAIIIICAXwQI3vvlpFgnAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIpENCD9ykYKBeHSCx47+Yp90KIDDzl3u5MGhoaysvLTXFB9eW4cePsRpD1BO8lhUNBD96fccYZDm24hEAOC3gYvM/Pz3/xxRdz2JatpUlg165dPXv2VD8Z7WpKSkouvvjiLVu2pGk9DIsAAgggkEsC+qcJT7z39kwJ3nvrz+wIIIAAAggggIC/BAje++u8WC0CCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAkkJPPPMMzzu3k4wgeB9TU1NXl6eXTBPry8pKQmHw3aTZqa+o6MjHA47r1MIUVNTs3PnToclEbx3wJGXVq9eTepealAIoICHwfsrr7wygOBsOXmBRYsWxf2IlA3mz5/f3t6e/KSMgAACCCAQEAH9E4TgvbfHTfDeW39mRwABBBBAAAEE/CVA8N5f58VqEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAIF0C7oP32f+UezujhoaG8vJymR60K2zYsMFyBIL3lixUIoCAUcCr4H1+fr5xGZQRcCnwm9/8xu7T0FhfX1/f1dXlckyaIYAAAgggIAX0TxOC9xLEkwLBe0/YmRQBBBBAAAEEEPCpAMF7nx4cy0YAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIEUC7gM3re3t/viKfd2Oh0dHeFw2BgmVMuhUKimpmbnzp2mQQjem0B4iQACqoBXwXsed6+eBTVxBWKx2AknnKB+DsqaUCh01llnvfDCC3GHogECCCCAAAKWAvpnCsF7S5yMVRK8zxg1EyGAAAIIIIAAAjkgQPA+Bw6RLSCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggEAKBOIG7w8dOlRXV1daWirzeJaFqqqqtra2FCwonUNMnz7dcvHGyr59+0ajUeMqCN4bNSgjgIClgCfB+8rKygMHDliuh0oEHAQaGhqMH3ymck1NTUtLi0N3LiGAAAIIIBBXQP9wIXgfFyqtDQjep5WXwRFAAAEEEEAAgRwTIHifYwfKdhBAAAEElce9GwAAIABJREFUEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBBAYfgvfun3Hd2diY4vRfdOjo6ioqKTDlD08tQKFRTU7Nz505N0wjee3FKzImAzwQsg/emN5bUvuRZ9z67RbJpuZa3Yl1d3b59+7JpmawFAQQQQMDHAvpnDcF7b4+Q4L23/syOAAIIIIAAAgj4S4Dgvb/Oi9UigAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAugQsg/e59JR7S7jNmzdPnz7dMnlorOzbt280GiV4b2lIJQIIGAUyHLwfPnw4z7o3+lPuloDxk04IMWbMmPr6+m6NQGMEEEAAAQScBQjeO/tk5irB+8w4MwsCCCCAAAIIIJAbAgTvc+Mc2QUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggkK2AZvD/hhBNMqTz1ZWVlZbJze93/vvvuO+aYY9StGWsmTpxYWVlprBFCzJ492+u1Mz8CCGSXQIaD9y+++GJ27Z/V+Edg27Zt8kMtFAqtXbvWP2tnpQgggAACvhHQP2t44r23B0bw3lt/ZkcAAQQQQAABBPwlQPDeX+fFahFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBdApbBexnJsyyUlJSEw+HOzs50rSmD43Z0dBQVFVlu06GS4H0Gj4ipEPCHQIaD9/5AYZVZKXDppZcKIQ477LCampqWlpasXCOLQgABBBDwvYD+jymC994eJMF7b/2ZHQEEEEAAAQQQ8JcAwXt/nRerRQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgXQJdCt4X1FR0djYmK6leDpuQ0ODQ9LedIngvadnxeQIZKNAJoP3F154YTYSsCY/CNx///3Lly/3w0pZIwIIIICAvwUI3mfD+RG8z4ZTYA0IIIAAAggggIBfBAje++WkWCcCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgikV8B98P5Xv/rVwYMH07saT0f/2c9+VlhYaMrYW74keO/pQTE5AtkokMng/S9+8YtsJGBNCCCAAAIIIIDAvwQI3v9Lwsv/J3jvpT5zI4AAAggggAACfhMgeO+3E2O9CCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggkB4Bl8H7qqqq9MyfXaNu3rx5+vTplmF7YyXB++w6NlaDQBYIPPDAA8WZ+nP99ddnwY5ZAgIIIIAAAgggYCtA8N6WJoMXCN5nEJupEEAAAQQQQAAB3wsQvPf9EbIBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSImAc/A+HA53dnamZCIfDdLR0REOh4uKioxhe2OZ4L2PTpOlIoAAAggggAACCCCAQIYFCN5nGNxyOoL3lixUIoAAAggggAACCFgKELy3ZKESAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEAiewZ8+ejz7988ADDxiz5UKI6urqwHEYNvw///M/X/7yl00m+kuC9wYniggggAACCCCAAAIIIIDAZwQI3n+Gw6MXBO89gmdaBBBAAAEEEEDAlwIE7315bCwaAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEE0ipQVVWlByQqKioaGxvTOpdfBh84cKCavSd475fjY50IIIAAAggggAACCCCQeQGC95k3V2ckeK+aUIMAAggggAACCCBgJ0Dw3k6GegQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEAiuwNatW4uLi0tKSjo7O4Or8Nmdd3R0hMPhoqIiY/ye4P1nkXiFAAII5KDA1q1br7322pkzZ06dOvULX/jC4MGDTz755KlTp95www0rV67cu3dvknveunXr8uXLL7744q985StDhw4dNmzYmDFjLr/88vvuu+/DDz9McnC6p1zg9ttvnz179tSpU4cMGXL88cePGTPmm9/85v33379z585k5nrzzTcffvjhs88+e+rUqSeffPKQIUNGjRo1YcKEb33rW/fee+8bb7yRzOD0RQABBDwUIHjvIb6cmuC9pKCAAAIIIIAAAgggEFeA4H1cIhoggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgj8W6ChoWHgwIF6gITg/b9dKCGAAAK5IrBy5cqzzjorPz/f+JtWnMsnnXTSyy+/3C2Ap5566vjjj3ceVr86ZcqU5ubmbg2eQOP169eri+nVq1e3hlqwYIE6SLdG2LVrl+l33MgBn3322W4NlcLGDQ0NgwcPlitxKEyfPn3Lli1upn722WfPPPPMbt1mvXv3vv766/ft2+dmfNoggAACWSKgv2fecsstWbKeYC6D4H0wz51dI4AAAggggAACiQkQvE/MjV4IIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQHAFOjo6wuFwUVERwfvg3gTsHAEEclTgxBNPdIhVO1wqLCxctGiRS5VYLBYKhRxGM13q1avX/fff73LwxJplSfB+2bJlpr3Ll7NmzUpsa0n26urqysvLk8uIW+jdu/fjjz/uPKmldtyR9QajR492HpyrCCCAQFYJ6O9dBO+9PRSC9976MzsCCCCAAAIIIOAvAYL3/jovVosAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIZIvA5s2bCd5ny2GwDgQQQCBFAi7Dz3bNYrFY3IXEYrFLL73UbgS7+lAoFHfkZBpYRsEz/8T7U0891U7g8MMPz/zD3qPR6HnnnWe3JLv6goKChx9+2OE4HH6/gN2YxvoNGzY4DM4lBBBAIKsE9LcvgvfeHgrBe2/9mR0BBBBAAAEEEPCXAMF7f50Xq0UAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBdAsZ4c2LlP//5zw6LW79+fUFBQWIjH3PMMTt37nQYPJlL2RC8D4fDzjJf/epXk9ljd/s+88wzoVDIeUkOV/fs2WM3Y5LBeyHEaaed5ua3PNgtgHoEEEAgYwL6+yTB+4yBW05E8N6ShUoEEEAAAQQQQAABSwGC95YsVCKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBA4AYcctctLxx13XGdnpyVcNBr9whe+4HIcy2aXXHKJ5cjJV2ZD8H7o0KGWu5aVBQUF77//fvKbdTnC8ccfL6dOoHDVVVfZTZR88F4I0dDQYDc+9QgggED2COjvnwTvvT0Rgvfe+jM7AggggAACCCDgLwGC9/46L1aLAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAugTs8tXHHHPMN77xjVmzZl1xxRXnn3/+uHHj7FoKIW6//XbL9f3Xf/2XXa9+/frNnj37kUceefDBB2+77bbi4mLLlgUFBVu2bLEcPMnKbAjeW27ZVLlkyZIkd+q+u2lq+bKsrOySSy559NFHH3jggVtuueWss86Sl4yF4uLi9957z3I6u+D9oEGDqqqqfvCDH8yfP//HP/7x9OnTS0tLjWMay1/96lctB6cSAQQQyCoB/Y2L4L23h0Lw3lt/ZkcAAQQQQAABBPwlQPDeX+fFahFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEiXgDHYfM0117S1tTnM9OijjxYWFhq76OXCwkLLXmpLIcSsWbMsG3d0dJx88slql549e1q2T7LS8+B9Z2enulnLmtdeey3Jzbrp3tjYaDm7Zd+PP/74+OOPV9v369fv0KFDahdj8H7hwoXvvvuu2kbW7Nixo6KiQh1cCLF+/XrZjAICCCCQnQL62xfBe29Ph+C9t/7MjgACCCCAQK4KqP9QzdWdBm1fBO+DduLsFwEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAWsB/VvjoVDo/PPPt27x2dp58+apXzQXwvorypYt9+7d+9kh//2qqanJssu/W6Su5Hnw/qGHHrLcrFp5xRVXpG7ftiPNmjVLnXrQoEF2HZ5//nm1vRCisbFR7aIH7wsLC2tra9Wras0TTzxhOfif/vQntTE1CCCAQFYJ6G9fBO+9PRSC9976MzsCCCCAAAKZEXj33XfvvffeSy65ZNCgQX369NF/DOvfv//kyZMvuOCCLVu2uF/G008/faPy59VXXzWNoP5D1dSAlz4VsP6vWj7dDMtGAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgYQF9C+W//3vf3c5wptvvql+0bxbwXvnidwP7jxO3KueB+/PPPNMdbP9+vVTKwcMGBB3O0k2iEajRxxxhDp1XV2dw8innHKK2uXCCy9Uu7z88ss33njjpk2b1EuWNZFIJD8/Xx38t7/9rWV7KhFAAIHsEdDfuwjee3siBO+99Wd2BBBAAAEE0i2wf//+O++8My8vT/1no7HmC1/4Ql1d3Z49e+Kup7a21thRL6v/AlXbxB2ZBr4QIHjvi2NikQgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCGSjwJFHHunmu+ZvvPGG2swuoi/3adklFovJBqkqeBu837lzZ1FRkWmzoVDokUceMVXqL1O1a7txXn75ZXXeUCj03nvv2XXRNO2WW25Rex133HEOXdxf6tWrlzr4I4884n4EWiKAAAKeCOjvXQTvPcGXkxK8lxQUEEAAAQQQyDGBQ4cOLV682PK/S6j/hNRr+vTpc+DAAWcHgvfOPjl/leB9zh8xG0QAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBdAmVlZerX2dXJrrjiCrXZOeeco7Y01hx33HFqrwceeMDYJiVlb4P3ls+KX7FihaZp6vaFEB0dHSnZtd0gF110kTrv7Nmz7drLerVX3N+tIPs6FO677z515MMPP7yzs9OhF5cQQACBbBDQ374I3nt7FgTvvfVndgQQQAABBNIk8N///d/qPxVd1hQWFt566612CyN4bycTkHqC9wE5aLaJAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAigU6Ojry8/PV77Wr05x55plqs+uuu05taayx7PXLX/7S2CYlZQ+D96+//npeXp4Jp7i4ePfu3ZqmqZeEEPfee29Kdm03yNSpU03rEUIsXbrUrr2sV3slH7zfu3dvRUWFOvJZZ50l56WAAAIIZK2A/vZF8N7bAyJ4760/syOAAAIIIJAOgRUrVoRCIfWfit2qsVsYwXs7mYDUE7wPyEGzTQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBFIssHLlSssvtavTjBgxQm350EMPqS2NNVdddZXaa9asWcY2KSl7GLy/9tpr1T2effbZ+r5OPfVU9eoZZ5yRkl3bDVJeXq5O+vTTT9u1l/Vqr+SD9+PHj1eHzcvLe/HFF+W8FBBAAAHPBfbv33/qqad+9NFHppXo72Cm4P3GjRuHDRu2fPlyU2NepkmA4H2aYBkWAQQQQAABrwQee+yx5FP3Qojbb7/dcgsE7y1ZglNJ8D44Z81OEUAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQSJnARx991Lt3bzUUPXnyZNMcb731ltpMCLFp0yZTS9PLe+65R+141FFHmZol/9IyeK9OnUBN3LVZjnnw4EG9444dOwoLC9U2ixcvjjtyYg1ee+01dTohxHvvvRd3QMuOcXvpDZqbm7/yrz8jRoyw3LU+/nHHHffxxx+7HJZmCCCAQLoFZs6caXz3mzBhwieffCIn1S8Zg/cbN26U7Q877LBwOHzgwAHZnkI6BAjep0OVMRFAAAEEEPBKIBaLyZ+mTIXi4uIf/OAHxh/G9u3bt2rVqksvvdTUUr4cNmyY+sMYwXuvDjdL5iV4nyUHwTIQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBDwk8DcuXPlV9WNhTvvvNO0jVdffdXYQJa3b99uaml62djYKBvLwj9jiqZmyb/MtuC9cUdVVVVy77Jw0kknGduksLxmzRo5i7GgRhHUSY3tZVltZlnzwgsvyC7OhebmZssRqEQAAQQyLBCNRpcvX66+ZY0ZM0auRL8qg/cbN27s16+fqcvQoUP/+te/yi4UUi5A8D7lpAyIAAIIIICAhwK///3vTT9N6S9nzJjxzjvv2C2spqbGstc/KxcsWGDqtW/fvo+UP/IX5MnG6oDyEgVfCxC89/XxsXgEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQ8EFi7dm1BQYH6LfPi4uKPPvrItKB169apLYUQnZ2dppaml2vXrrXsGIlETC2TfOlV8L6zs9Nyg8bt/OEPf7Bs8+qrrxqbpar81FNPqdMVFxe7GV/tKITb76u7DN4PHz7czUpogwACCGRAYMmSJZbve0II+ZxVvYEevLdM3csRMrDgwE5B8D6wR8/GEUAAAQRyT+DQoUNDhgyRP0EZC7FYzHm/S5cuzcvLM3bRy5/73OecO9pdVYeya0m9vwTc/ocMf+2K1SKAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBA+gQGDRqkfsVcCHH55Zerkz777LOWjeN+Lf6ll16y7Lh79251lmRqvAreP/jgg+oGBw0aZNzLvn37Dj/8cLXZvHnzjM1SVX7kkUfUuQ4//HA346sdhRDRaNRNXzfB+9ra2v3797sZjTYIIIBABgSam5st3/eEEBMmTNCz93qDW265xTl1379//wwsOLBTELwP7NGzcQQQQACB3BO45557LH8A+8lPfuJmszfccINld1PftWvX9lH+dHR0mJqpQ5ka8NKnAgTvfXpwLBsBBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEPBGKx2Hnnnad+v1wIsWzZMssF/fGPf1Tbl5SUWDY2Vra0tKgdhRCbN2+Wzd5//33LNs6VO3bskCNomuZJ8H7Hjh1FRUXqOjdt2mRcm6ZpTz75pNrM7mHyli2dK43T3XXXXWrjsrIyYxu7stpRCPHBBx/YtTfWuwne6+Obzs44CGUEEEAgwwILFiywfOvTK8eMGaMX5s+f79BMCLF27doMrzxQ0xG8D9Rxs1kEEEAAgRwWeOuttywfWb9+/Xr3u96yZYv6g9maNWuMI6xevVpts3fvXmMbTdPUNqYGvPSpAMF7nx4cy0YAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCDTArFY7JJLLlG/XK7X2D3Bvr6+Xu1SWload/Wvv/662lEI8dprr8m+/g3e33bbberuxowZI7cmC11dXWrLNAXvb731VnWuAQMGyMU4FNSOQoi3337boYu85D54X1lZuXPnTtmRAgIIIOChgN0viDG9H/bs2dNUY3zZv3//aDTq4S5yfmqC9zl/xGwQAQQQQCAgAnfeeafxhyi9PH78+O5uXx3k5z//uXEQgvdGjQCWCd4H8NDZMgIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAokI/OxnP1O/oa7XDBw40G7E+++/X+3Vo0cPu/ayvrm5We0ohNi6dats49/g/fjx49XdLVmyRG7NWFBbCiE6OjqMbfSyZUvnSuMgK1asUBsfddRRxjZ2ZbWjEMJlSN598F4IMWHChM7OTrtlUI8AAghkUsDyra9blXPmzMnkggM4F8H7AB46W0YAAQQQyEmBM888U/0p66677uruZtVBxo4daxyE4L1RI4BlgvcBPHS2jAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAQLcFFi1apH49XQhRVFT0+OOPOwy3atUqy46xWMyhl6ZpL774omXHvXv3yo7pC9736tVLzuKmsGDBAnW1dh2vueYatfGxxx673ObP4YcfrrY/44wz1PHVZnFrjIM0NDSo7UtLS41t7MpqRyGS+r56V1fX1KlTLYctKSl5++237VZCPQIIIJAxAcv3KPeVPO4+AydF8D4DyEyBAAIIIIBABgTUH7EqKioSmPe0005Th/rHP/4hhyJ4LymCWUjqP2QEk4xdI4AAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAgggEDSBG2+8Uf1iul7zwAMPOGu89NJLln0PHjzo3PH5559XO+bl5UWjUdnRj8H7WCw2ePBgdWvdrcnPz29vb5cUeqG7g5iy8c8++6w6QnFxsWkWy5dqR9Pglr2cK2Ox2Jw5cyxH/vnPf+7cl6sIIIBABgRGjBhh+R7lspLH3WfgjAjeZwCZKRBAAAEEEMiAgPrz1Xe+850E5p07d6461P333y+HIngvKYJZIHgfzHNn1wgggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCLgSiMVilt9K17+nHgqF4o7S3NysfqldCPHhhx8693300UfVjj179jT28mPw3vIXCqg7dVNz0003GTU0TXPTy9TGOMK6detMV/WXnZ2dxmaWZcuOli27VRmJRE466SR18MrKym6NQ2MEEEAgHQILFixQ36Dc16xduzYdq2JMowDBe6MGZQQQQAABBPwroP6ItWjRogS287vf/U4d6uabb5ZDEbyXFMEsELwP5rmzawQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBFwJnHvuuepX0vWavLy8ZcuWxR3lww8/tByhtbXVue/dd9+tdjz22GONvfwYvP/Rj36k7iuxmtGjRxs1kg/ev/HGG5YraW9vN02kvrTsqDZLoOaOO+5QB8/Ly0tgKLoggAACqRVoaWlR36Bc1vTv3z8ajaZ2PYymChC8V02oQQABBBBAwI8C6o9Yt956awIbsfwdf1deeaUciuC9pAhmgeB9MM+dXSOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIBBHYNeuXaeccor61XYhRGFh4X333Renv+HyuHHj1HEeeOABQxOL4iWXXKL2uvjiiy2aJle1fv16daJevXp1a1TLhx5bjqDOlUzN3LlzLWdJuPL4449X1/PUU0/FHVDtJURqvq/+8ccfp2/wuPuiAQIIIOAsYPn+b/muZarkcffOsMlfnTt3rsl87NixyQ/LCAgggAACCCDgiYDpY10I8eijjyawkpdfflkd6kc/+pEciuC9pAhmITX/ISOYduwaAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQACBXBV4++23hw8frn4ZXa/5y1/+0q2Nf/e731WHCofDzoNMmTJF7XXzzTc790rgqq+D98ccc0xXV1cCu7brUlVVpbIvWbLErr2sV3ulKni/b9++9A0u108BAQQQSEwg4Yfe87j7xMDd9yJ4796KlggggAACCGS/gPqvwgcffDCBZb/44ovqUBdddJEciuC9pAhmgeB9MM+dXSOAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIOAk0L9/f/Wb6HpNnz59nHpaXQuHw+poZ599tlXbf9f17dtX7fX444//u0WKSpkM3u/YsUPdVJI1bh5H757qpz/9qbqe888/33mErq4utVeqgvdvv/12+gZ33hdXEUAAATcCI0aMUN6m8oUYolR+psLNyLRJRoDgfTJ69EUAAQQQQCDbBD7zg9SnL1asWJHAIp966il1qJ/+9KdyKIL3kiKYBYL3wTx3do0AAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggIC1wNKlS/Pz89WvoQshhg4dunXrVutujrV2aXPHTprlGpy7JHY1k8H7L37xi+q+5s+f73Ll5513ntq9V69eLru7abZt2zZ1CiHEhg0bHLr/7Gc/U3uddNJJDl3cX7r00kvVwVOV6ne/DFoigAACdgI2D73/gRDDhThbiEPqm1j//v3tRqM+VQIE71MlyTgIIIAAAghkg4D6A9VVV12VwMKWLVumDnXHHXfIoQjeS4pgFgjeB/Pc2TUCCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAJmga6urssuu0yUoyrcAAAgAElEQVT9Arqsef/99819XL+WgxgLDr1jsZixpSw7dEn4UsaC962trXIjxsIrr7zicvF//etfjR1l2WV3l82GDh0qR5aFOXPm2HWPRCIDBw6ULWVh7ty5pi6XXnrpmDFj7rzzzq6uLtMlu5dvvfVWjx495JiyMHjwYLsu1COAAAKZF5DvTobCEUJ8KEREiHWGyv8rOrypZn7xuTojwftcPVn2hQACCCAQTAH1B6qvfe1rCVBceOGF6lCPP/64HIrgvaQIZoHgfTDPnV0jgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCBgFqiqqlK/fS5rZsyYYe7QnddyHGOhtbXVbox7773X2FKW7donU5+x4P3VV18tNyILI0aMcL/4SCQiOxoL7kdw03LevHnGwfVyz5497frecccdanshxPr1601dzjjjDL3lqFGjnnzySdNV9eW+ffu++MUvWg5+4YUXqu2pQQABBLwSsHynEkL79H8/Va+uXbvWq6UGZ16C98E5a3aKAAIIIBAEgVAoZPqZql+/fgls/OSTTzaNI4TYtm2bHIrgvaQIZoHgfTDPnV0jgAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCDwGYElS5aoXz3Xa3r16vWVbv558MEHPzO6pn3961+3HH/48OHPPPNMLBaT7X/zm9/07t3bsvEvfvEL2SyFhcwE7y2/u5+Xl7d169Zu7cVS5te//nW3Bonb2HKWk08++fnnnzf23bdvX69evSwb33zzzcaWelkG72WXoqKiyZMnX3vttdu3b5e3QVtb27333uvwmyAmT56sDk4NAggg4KHAiBEj5DuboXBQiBcML/+v+JOf/MTDpQZnaoL3wTlrdooAAgggEASBc889V/2x6j//8z+7u3d1kK9//evGQSz/8b53715jG03T1HFMDXjpUwGC9z49OJaNAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIBAKgUcgvfqt8nj1ixevNi0OMtvrstxjjnmmPPOO+/73//+1KlTZaWpUFpaumPHDtOwKXmZmeD9BRdcYNqREOKUU07p7haGDBmijnPiiSd2dxzn9uoUsqa8vHzWrFnf+973pkyZ0rNnT1lvLHz+85/fs2ePOoUavDf2ys/PLysrKykpMVaq5VAo9Pe//10dnBoEEEDAQ4EFCxao71dC/EUIHnfv2bEQvPeMnokRQAABBBBIg8B9992n/rg1dOjQrq6ubs2mDnLrrbcaR7D8zxcE741EuV0meJ/b58vuEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcCWQ7uC9pmn/8R//oX7B3X3NTTfd5Gon3W+UmeB979691c0uXbq0u+u9+uqr1XGEEK+88kp3h3Jof/rpp1vO4rJy+fLlloM7B+9dDn7BBRdYDk4lAggg4KFAS0uL1ZvYLCGONdX3798/Go16uNTgTE3wPjhnzU4RQAABBIIgsGvXrqKiItNPVkKI3/zmN+63/9e//lUd4c033zSOQPDeqBHAMsH7AB46W0YAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQMAskIHg/TvvvNOvXz/1O+5uasaPH3/o0CHzolP0OjPBe8ttfvDBB93dRHNzs+VQc+fO7e5QDu23bNlSWlpqOZGbSrtMafLB+4kTJx44cMBh5VxCAAEEvBIYMWKE8g5ZqNSIOXPmeLXCoM1L8D5oJ85+EUAAAQRyXqC6ulr94apv377vvPOOm71/8sknQ4cOVUcw9SV4bwIJ2kuC90E7cfaLAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIICAhUAGgvf6rH/605/Ur7k71xx11FEWK05dVQaC9x9++KHlHhPbxK9+9SvL0Z588snEBrTrtWLFCsuJHCrLy8u3bt1qN2CSwfvx48fbjUw9Aggg4LmAzUPvzW+Zdr+axPP1594CCN7n3pmyIwQQQAABBCZPnmz+6erT1++++64Dzscff2z3r9ERI0aYOhK8N4EE7SXB+6CdOPtFAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEDAQiBjwXtN08rKyiy/KG9Z+cUvfrGtrc1ixamrykDwfunSperuevTokdgm3n777VAopA74/e9/P7EBHXr17dtXnciuZvLkye3t7Q6j/eMf//jhD39o192hvqCg4Morr+zs7HQYnEsIIICA5wJWD703v7d5vsjgLIDgfXDOmp0igAACCARH4IUXXjD/dPXp6z59+tx2220HDx5UKaLR6IABAyx7CSH+/Oc/m7oQvDeBBO0lwfugnTj7RQABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAwEIgk8H7nTt3XnLJJQUFBXZffNfre/fuvWTJkkOHDlksN6VVGQjejxs3Tt3szJkzE96H5VP+evbsmfCAdh0/+OCDH/7wh5Y5f9OOli1bFolE7MYx1i9btmzKlCmFhYWmEexe5ufnNzc3G0egjAACCGSnwIIFC+zeymR9dq48J1dF8D4nj5VNIYAAAgggIH+sUgv9+vX7/e9//9xzzzU3N7e0tPzhD3+YM2dOeXm52lKvOfvss1VPgveqSaBqCN4H6rjZLAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAtkl8MEHHzz99NPLli2b/+mfG264Yc2aNR0dHdm1SlbzqcB777335JNP3nbbbfph3Xjjjb///e/379+fJE80Gm1tbV2xYsXixYuvvfbaG2644a677nrwwQc3btyY5Mh0RwABBDIv4PzQ+5/85CeZX1JgZyR4H9ijZ+MIIIAAArktsG3btqOOOsouS+++/pVXXrGEInhvyRKcSoL3wTlrdooAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAggggAACCCCAAAIIIJBGAeeH3q9duzaNczP0ZwUI3n/Wg1cIIIAAAgjkjkBLS8vRRx/tPmOvtuzdu7cdB8F7O5mA1BO8D8hBs00EEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIH0CrS0tKjJLr1mwIAB0Wg0vdMzukGA4L0BgyICCCCAAAK5JvD/2bvTAKmqO2/At5tFBEGJIKDgAuKG26i4YBTcRU0YZVBxS4xxFzdicIlioiZqMI644gLuMRoNGVTUaJJxVwaNihJRI+AWUFERZOml3nlTMzWVe25VV1dVN93VD19y6tzz/59zn9sXzIdf19y5c3P9R1eD85tuuumbb76ZS0TwPpdMG5kXvG8jD9ptEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRat0B9ff3bb789ZcqU3r179+jRo3v37kOGDBnawv7kynr17du3hZ20wo/Tr1+/2LPo2rVra7/nXr16rb322r169Tr33HNfeeWVlStXtu5X2ukJECBAgEAJAuedd17Hjh1j/9w3+PHEE0/86quv8mwreJ8Hpy1cErxvC0/ZPRIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEWqXAxx9/PH78+B49ejQYo7KAQNsU6Nix46hRo5577rlW+YY7NAECBAgQKFlg7ty5//Iv/1JdXZ3rvwQGDhx47rnnvvHGG4Vs9dJLL/UP/ixdujRWGyzpH1vgYysVELxvpQ/OsQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECFS7wxhtvtGvXLleGyjwBAtkCjzzySIX/jeD2CBAgQIBAboEvvvhi+vTpp59++pFHHjly5MiDDz741FNPvfLKKx966KHcRa4QiAsI3sdFfCZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEFi1Av/9taLjx4/v2LFjdq7YmACB/AIHHXTQ3LlzV+3La3cCBAgQIECAQOsVELxvvc/OyQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEClSZQU1Mzbty4/OliVwkQyCOw6667fvLJJ5X2V4P7IUCAAAECBAg0vYDgfdMb24EAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAAgYULFw4bNixPotglAgQKEVhvvfVefPHFAt45SwgQIECAAAECBP5PQPD+/yyMCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEVpXAiy++uN566xUSKg7XHHTQQSe3mD+jR4/OPuFJJ53UYo7WEg+SbZUZt8SD/uNMmRNmD5r0tMcff3z2XoWPO3XqdPvtt6f8IUCAAAECBAgQKFhA8L5gKgsJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSaTKBLly75Q8WDBw++6qqrZsyYES6bPn16k52rmMaDBg3KHLKY+rZUk4HKHrRYgOxDZsZNetqlS5dmNsoM7rjjjilTphx44IGZmcRBVVVVk55NcwIECBAgQIBAhQkI3lfYA3U7BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFWJvDCCy9069YtMTkcRdFuu+02a9aszC199dVX4cqWFryfPXt2+pB9+/bNnNwgUSB8mlHUchNPzX/axOD9tGnTMpiLFi06/fTTq6urE89WVVV1/fXXZxYbECBAgAABAgQI5BFouf8ZmufQLhEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFSGwKxZs9Zcc83EzHAURXfccUd9fX32nbaK4H0qlUrf0Zlnnpl9eONQIPHRh8tayEzzn7bB4H1a5plnnkk8WxRFVVVV9957bwsBdAwCBAgQIECAQEsWELxvyU/H2QgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECFS6w8cYb5woMb7311uHNt67g/XPPPRfegplsgcSnn72gRY2b/7QFBu9TqdS//du/JR4viqJOnTq1KEaHIUCAAAECBAi0TAHB+5b5XJyKAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFD5Aueee25iVHjMmDGxL7rPWLSW4P2gQYN83X3mqeUZJP4A5Fm/ai81/2kLD96nZe6+++7EQ+6xxx41NTWrVs/uBAgQIECAAIEWLiB438IfkOMRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBCpT4OGHH66qqkoMCedK3adSqdYSvL/44ot93X0hP7iJPwCFFK6SNc1/2sYG71OpVHV1deI5zz///FWCZlMCBAgQIECAQGsRELxvLU/KOQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEClSPwxRdfrLfeeonx4BNOOCHPfbaW4P0HH3xQV1eX50ZcSgsk/gy0WJzmP20RwfvJkycn/kqL9u3bz5gxo8XaOhgBAgQIECBAYJULCN6v8kfgAAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBNieQGAzecMMNP/300/wWrSV4n/8uXM0IJEbZW/XktttuO2fOnMwNljgoInifSqXq6+tHjhyZyFjieZQTIECAAAECBCpYQPC+gh+uWyNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQItESBxCzxGmus8frrrzd4XMH7Bola14LEcHjrnTz66KOXLl1axkeQ+LJMmzatwS2++uqrzTbbLJQs5C1rsLkFBAgQIECAAIGKFBC8r8jH6qYIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAi1X4JJLLgnzwLfddlshJxa8L0SpFa0JfxJa70zXrl3LLl908D6VSr3++ush5n777Vf2Q2pIgAABAgQIEKgMAcH7yniO7oIAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0DoEFi5c2K1btzAPXF9fX8gNCN4XotSK1oQ/Ca10Zosttpg1a1bZ5UsJ3qdSqUTMJ554ouznLGPDL7/88pprrjnuuOP222+/nXbaaYMNNth888132WWXM84445577nnvvfdK3Ovrr79++OGHzzvvvMGDB2+++eb9+/ffeuutjz322F/+8pczZ84ssbnyUgTq6upeeeWVCRMmfPvb395mm2369++/2WabHXLIIeeee+60adNK6VxbW3vvvff+6Ec/GjFixNZbb73++uunn/vIkSMvvPDC++67r5TmagkQIECgkgQE7yvpaboXAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECLFpgzZ06HDh3CMPCNN95Y4LkF7wuEai3Lwh+GVjdz7733Np12icH7V199NfGNu+eee5ruzI3t/Mknn1x88cW9e/cu/NF36dLl8ssvr62tLXyvzz777Jhjjqmurm5wl29961vXX399gb8KpPAD5Po9CB999FGjmmQvHj16dHg72QvC8SuvvBKWRFFUVVU1d+7ccH3zzEyaNKlHjx6JB8uerKqqOvLIIxcsWNDgqWpqah544IHs2kLG66677k033dRgcwsIECBAoIIFBO8r+OG6NQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAyxJIjIluu+22dXV1BR5U8L5AqNayrJA0bAtf06TUJQbvU6nUqaeeGgIOGDCgUan1prvHk046qWPHjuEJC5kZMmRI4QfbYIMNCumZWTNy5MjCmxe4MtM8e3DVVVcVWB5b9vXXX3fp0iW7VXocWxb7eNZZZ4Ul6ZlLL700trh5Ph566KG5jpQ437dv3/wH+93vftevX7/E2kImv/jii/z9XSVAgACBChYQvK/gh+vWCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQItSOCDDz5I/PLtJ554ovBTCt4XbtUqVhaSg23ha5rUufTg/cKFC7t16xYaPvDAA0168gKblxKQjqLonXfeKWSjF198MRRocOabb74ppHnha9Zcc81w0+22267wDtkr77zzzrBbdXV19prYuKampnfv3mFVemazzTaLrW+Gj4k/4blOmJl/8cUX85xt7NixmZVFDDbddNP33nsvT3+XCBAgQKCCBQTvK/jhujUCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQAsSSAydzpw5s1FHFLxvFFfLX1xELDZWsu22244aNSo2WcjHogtjzZsUOTGWPG3atEZtumTJktiZ0x8b1aSJFpcYvI+iaJ999slztrq6ul133TXx9guZnDRpUp7mjb30pz/9KXHTCy64oLGt/v73v7dv3z7sNnny5DytjjjiiLAke2bMmDF5yst+adKkSdm7N2r87W9/u66uLvFIJQbv08f44Q9/mNjcJAECBAhUtoDgfWU/X3dHgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgpAomhysYeTvC+sWItfH3iT0Xhk0cfffTSpUtTqVTnzp0Lr0qvTBfecccdRdRm79WkwmUJ3qdSqewDZ8ZNevICm5cevI+i6He/+12u7W655ZbM/RYx6N69+2effZareWPn6+rqNthgg/AYG220UX19faO6XXPNNWGfzp07f/XVV7n6LF68uMEf9Z49e+YqL/v8woULu3fvHt5F4TO33XZb4qnKEryvqqpKbG6SAAECBCpbQPC+sp+vuyNAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQItAiBurq6xDhlYw8neN9YsRa+PvGnosDJrl27Zu7uzTff3GKLLQovvPfee7NrCyxMXJbp0xSDcgXvu3XrFh5+3rx5TXHmRvXMFbzv1KnTrrvuesQRR4wbN27MmDHf+c53wvNnZjbbbLPETZctW9arV6/MsuxBdXX1lVdeef/99z/88MN33333wIEDs69mj88666zE5sVNnn/++dnNM+Nnn322UQ133HHHTG1mMHr06DxNpkyZklmZZ5CnQ3kvnX766bmOcc4559x9990PP/zw/fffP3z48Orq6sSVffr0STxSruB9VVXVFltsceKJJ477x58TTzxx9dVXT+ycnkxsbpIAAQIEKltA8L6yn6+7I0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAi0CIE//vGPYb5x8ODBjT2c4H1jxVr4+vCnosCZLbbYYtasWdl3t3jx4tGjRzdYHhamUqlCCnN1zj5D2cflCt6fddZZ4fkvu+yysh+4sQ3D4P3666//7LPPrlixItbqwQcf3HDDDcO7SM/EFqc/3nzzzYnr+/fvP2PGjOyS2traCRMmtGvXLlyf/fsdskuKG8+ePTvcIoqik08+ufCGb7/9dmKTRx99NE+TPffcM7EqNpmnQxkvLVq0aI011ohtHUVRu3btrrrqqthGM2bM2GijjcLFUZScjgyD9506dfrtb3+7YMGCWOdvvvnmhhtuWHvttQtvHuvgIwECBAhUmEDyPy0VdpNuhwABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAYBUKLF26NPzC7fXXX7+mpqaxpxK8b6xYC1+fmHetqqpKnM+eHDp06EcffZR9dzU1NePGjWuwNixMpVKFFGbvnj3OPkPZx+UK3qdSqVGjRmUfOz1++eWXy37mRjXMBO9zfWt9rNu7777bsWPH8EZiy9Ifw2VRFE2ZMiVxcZ6SPOuLuDRx4sTEgxXeauONNw47nHnmmXk6XH755WFJ4swtt9ySp0+5Lg0ZMiTcfejQoXn6h+ujKJozZ05YkgneX3bZZcuWLQsXhDOJzV955ZVwpRkCBAg0v0Dfvn1jf01NmjSp+Y/RRnYUvG8jD9ptEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRWmcA999wTywtFUXTBBRcUcSDB+yLQWnJJ+INR+EzPnj0ztzZv3rydd965wNqePXtOnz49u7bAwsRlmT5NMShj8P6RRx4Jzz9mzJimOHbhPa+//vrLL7988uTJK1euLLDqO9/5TngjibXhsiiKamtrExenJxNLPvnkkzwljb20cOHCDh06hBsV3iesjaJo5syZeToMGjQorOrZs2c4ufvuu+fpU65Lib8g45FHHsnTv3fv3uFpr7jiirDkqaeeuvzyyydMmBBeyjUTdo6i6Jlnnsm13jwBAgSaU0Dwvjm1Be+bU9teBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2KDB8+PAw1jh79uwiLATvi0BrySXhD0ajZsaNG5fOUXfv3r1RhVVVVenCqVOnNrY2tlGT8pYxeF9TU9OrV6/Y4Xv27Fl44r1J77Tw5pdccknsLqIoOSUXLsu1MrP7t771rbDq17/+dWZBWQYHHXRQuMvixYsLbB7WNnhfiSW33357OF9VVfX+++8XeJKil4X7RlGU/0dxzJgxYdV+++1X9BmyC8POURTNmjUre40xAQIEVpWA4H1zyif/J0VznsBeBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECFSzw0EMPhZnGa6+9trhbFrwvzq3FVoU/G61upkltyxi8T6VSM2fODHnPOeecJr2Fsje/7LLLwrsId5k/f364rMGA+tVXXx1Wlf1L4JctWxbusu+++4Z3Ec48+uijYW11dXW4MjNTU1MTlqQpjjnmmPDSpptumqltokG4aYOP5osvvqiqqgoL33vvvdIPGbZt8Dylb6oDAQIEChQQvC8QqizLBO/LwqgJAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQGH952QAACAASURBVIBAssDxxx8fZhoXLlyYvLqhWcH7hoRa2fXwZ6PVzTSpeHmD96lUKuQdNGhQk95C2Zv/8Ic/DO8i3OWpp54Kl/Xu3TtcmT3z5JNPhlV9+vTJXlOWcbhLu3btPvnkkwabH3nkkWHtnnvumacwMau/wQYbpFKpxx9/POwWRdFLL72Up2HplxI3bbBtv379wsLHHnuswcL8C4r7HQ35e7pKgACBMgoI3pcRs8FWgvcNEllAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQvMD6668fRiWLbid4XzRdyywMfzZa3UyTwjZD8L7VfbP3lltuGf6QhE/hxhtvDJcNGzYsXJk989FHH4VVVVVVixcvzl5W+jjcJYqiq6++On/nJUuWrLHGGmHtlClT8hSOHj06LDnvvPNSqVRtbW2fPn3Cq6eddlqehiVeSvypLuTncN999w2POnHixFLO8+qrr/bv3z9s27lz51LaqiVAgEAZBQTvy4jZYCvB+waJLCBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECheIAw0FhKwzLWf4H0umdY4P2/evMQfj9Y1OX369KbDT4woT5s2regdE22L7tb8hW+99VaBt3DWWWeFKw877LD8Z165cmVVVVVYOHPmzPyFjb264YYbhrvssMMO+fvcc889YVXnzp3z/F6Ar776qnPnzmHVm2++md7rzDPPDK/26NEj/0lKufraa6+FOxby78JRRx0VFo4ZM6a4wyxdunT06NHV1dVhzyiKfvKTnxTXVhWBNijw5Zdf3n///WecccYuu+wyYMCA3r17Dx069Mgjj7zlllvef//9EGTZsmWLkv6EK8OZlStXJpUuSqVSiZfSHRYtWnTPPfccf/zxu+yyS8+ePQcNGrTPPvvcfffdef7yDLdOb/HEE09ccMEFBx988Kabbtq7d++tttrqqKOOuuaaa2bPnp1Ykj2Z6+TZa1KpVOZUK1asSJesu+66sb+prr766sRuixb9fwp/ShEQvC9FTy0BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEADArGkUBRF66yzTgM1uS8L3ue2aU1Xxo0blxhvDn9aWsvM0KFDP/roo7I/g7IH7w8++OCQtL6+vuwnb4qGc+bM6dChQ3j+QYMGhdsNGzYsXHnhhReGK2MzG2+8cVh48803x5aV+PGvf/1ruEsURRdddFGuzgsWLGjfvn1Ylf9XP+yxxx5hyYQJE7J3CRcUEoPP7tCo8ZQpU8Id+/bt22CTSy+9NCwcMmRIg4WpVOqOO+4IaxNnttpqq7///e+F9LSGQBsXWLBgQeKvwwjfrCFDhsydOzebK/G/AVZfffXXX389e1lsfNVVV4XNoygaO3ZsKpV67LHHwqsnnXRS4j8c2StnzJgR2yj8OGnSpDXXXDO7KnG84447zpo1KyxPzySW1NbWTp48uV+/folXi5jMtbv5AgUE7wuEsowAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAYgTAydMwxxxTT6B81gvdF07Wcwsr4ovvwB7tnz55lRy578P7mm28OTz5nzpyyn7zsDWtqaoYMGRIePoqiK6+8Mtxu8ODB4eJY4DysSqVS2223XVh49dVXJy4uZXLHHXcMNxowYECu34Nw7bXXhut79+5dU1OT6xjz588Pv9G9Xbt2sV8SEbaNouiLL77I1bbE+euvvz7cccstt2yw7cSJE8PCrbfeusHCRgXvfV90IZ7WEHjuuefCr2EP39DMTO/evbPRzj///Myl7MHmm2++ZMmS7JWZ8QsvvJAYod9rr73Sfw0mBu+zm+car7nmmq+88kpmo3BwxBFH5KoN57t06fLAAw+ETVKpVLg4iqItt9wycb7oycStTRYuIHhfuJWVBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECjRN49913w+BQKd8dLXjfuAfQ8lZPnTq1e/fu4U9FZcyMGzeutra2jOplD96/+eabIfWdd95ZxjM3Uatzzz03PHkURT169Pjqq6/CTbfYYotw/cSJE8OVsZmdd945LLz00ktjy0r/mBikj6LohRdeSGyeeLCzzjorcXF68he/+EV4L3vvvXesJPGrp0v5izrWP/bxyiuvDE+13XbbxZaFH2+66aawcMCAAeHKcKaQb7xv167dL3/5y7DWDAECoUDnzp3D9zH/zF/+8pdMn9ra2r322itxfa5fz7TBBhuE6zfccMNPP/003bbo4H0URb169cr1O2hWrFgR7pt/pl27dpk7zR7kryrX1ewdjYsQELwvAk0JAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQQJjxoyJ5Yi6du1aSjJZ8L4g9xa5aOXKlYvK/efjjz8+/PDDt9122yIapwvfeOONImrzl3zzzTflegJlD96nUql999039lZuv/325TpwE/V5+umnY2dOf9x2221XrFiRuGnPnj3Dkttuuy1xcfbk3nvvHRaefvrp2WtGjRoVrsk/M378+OwO6fF3v/vdsKpnz57hylxflZy4MjMZNo+iKPw9BYlfQV9VVfW3v/0t0yozyPUbEBL3Sk8effTRmfJUKnXOOeeEi3fbbbfsNYnju+++Oyzs2rVr4uLYZCHB+3Tz448/funSpbFyHwkQyAh88cUXffv2DV/GQmZOOumkTJ9UKvXcc88lVs2aNSt7WSqV+tWvfhWuvPvuu7OXlRK8TzefPHlydsNUKnXnnXeG+xYy07t3788//zzWrZDC0tfENvWxsQKC940Vs54AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKBQgZ122imWINpzzz0LLU5aJ3ifpNLW51auXFkcQdGFxW1XRFVTBO8vuuii2FvZoUOHZcuWFXG85il56aWXunXrFjtz+mMYzswcac011wxLbr/99syCXIP99tsvLIyFRcsVvH/ggQfCvaIoOfRX+MrMrRVY8umnn3bo0CFc/LOf/SzTKjMoPXh/+umnh3sNGzYss0WuwX333RcWrrbaarnWZ88XHryPomjYsGHLly/PLjcmQCAj8IMf/CB8E6Moat++/ZgxY376jz877bRTdXV1uGy11Vb75JNPMq1y/UqRQYMGZf/+ixdffLFjx45ht+w+qVSq9OB9r169snsuWrQo8Xe4pE+y//77jxw5cvfddw8Plp45/vjjs7vlutlc5UXPxzb1sbECyf8GN7aL9QQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRCgTAu+5Of/CRcVviM4H3hVlZWgEBTBO8feeSRMM73+uuvt0yuV155pXv37uGB0zN5zty7d++w6tZbb81Tkr605557hoVnn312dmG5gvfLli0L90oM3r/88svhyurq6uxTxcY1NTVhSWLzVCp10EEHhYs32WSTWM9UKlV68D6xw7e//e1wr9hM4ldPd+/ePbYs8WOjgvdRFI0aNSqxj0kCbVzgtddeS0zUH3PMMXPnzs3Geeutt4YMGRL+xRL778BDDz00XBNF0bHHHpvutmjRog033DBcE/4ipzzB+z59+pxyyilTp0599dVXn3nmmUsuuaRXr15hz9jfkOPHj09cM3LkyDfffDNzs7/97W832mijcGX79u3ffffdzLLigvfnnXfepEmTwn8HjzrqqEk5/mTvaFyEgOB9EWhKCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGhZ46qmnwhhSnm+obrhjKiV4X4iSNRUj0BTB+1QqtdZaa8XezcTvNl/ljLNnz46dM/PxkEMOqampyXPCrbfeOrM4M5g4cWKekvSlwYMHZ9ZnBr/4xS+yC8sVvM+Vw7zrrruyt6utrU38PQK333579rLY+PDDD8+cPzMYPHhwYlTz6quvrqqqyizLDE499dRY28TYfGZ94uDoo4/ObnLVVVeFy7bbbrvsNYnjG264ISzcdNNNExcXMrl8+fJp06Ztt912YdsoirK/cLuQbtYQaAsCnTp1ir0vp512Wp4bf/7552ProyiaP39+dsmsWbO6dOkSLltjjTWuvvrqcH711VefOXNmdof0ODF4f8455yxbtixcnEqlEjfNvPhTp04Ntx4xYkRiq1QqNW/evHB9jx49steHC9IzI0aMeOutt7JXxsZ9+/aN1U6aNCm2xsdyCQjel0tSHwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgX8SCEOS1dXVueJP/1SZ+4PgfW4bVypQoImC9zvuuGMswnfkkUe2NL6//vWv6623Xuyc6Y/Dhw9fsWJF/gPvvPPOYe1VV12VvyqVShWS2C9j8D7xe5L333//7HMmpkm7dOmyePHi7GXZ46+++mr11VcPBRo706NHjxh16cH7m266KTzGVlttlX3+xHFiBLeQxH5it8zkihUrwvNEUTRlypTMGgMCBNIC4cvy1Vdf5ccJS+67775YyT333BMui6KoY8eO4fydd94ZK09/TPyrsra2NnFxKpU688wzw+Yvvvhiev3pp58eXo19g32sc7g+iv4pxJ244Iknnoj1CT8K3ocmTTfzT8+s6bbRmQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoK0JnHHGGbGI0YABA0pEELwvEVB56xJoouD90UcfHXs3d9hhhxYl8/LLL/fs2TN2yMzHb775psHT7rXXXpn1mcFFF13UYGG/fv0y6zOD2267LbuwjMH7Cy+8MLNLZtC+ffsFCxZkdgyfVxRF+X9Xwm233ZbpVuJg6tSpmZOkUqnSg/d33XVXeKT1118/e5fEcaLVbrvtlri4UZO9evUKj3TQQQc1qonFBNqCQPimvNfQn7DkggsuCK3CZblmwtr0TGOD988991y4xU033ZTutsMOO4RXc22dnq+qqspfEl6NJfNz9Re8zyXTFPOC902hqicBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBq//33j0WMDjjggBJdBO9LBFTeugSaKHh/2WWXxd7Nrl27thyZxx9/fI011oidMPNx5513LuSohx9+eKYkMzjttNMarE38ovj/+I//yC4sY/D+7bffzhwvezBx4sT0jkuXLu3atWv2pfT4scceyz5SbDxs2LCwpLiZkSNHZjcvPXg/ffr08CRrrLFG9i6J45NPPjksPPjggxMXN2py7NixYecePXo0qonFBNqCQPimFDFz8sknh1Y77bRTIa2GDRsW1qZnGhu8r62t7dSpU2zTU045Jd2tQ4cOsUsNhuQHDBiQvyS82mDP9GEE73M99KaYF7xvClU9CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEUmuvvXYsYvSrX/2qRBfB+xIBlbcugSYK3r/00kuxdzOKotmzZ7cEnH//938Pz5aeOeCAA5YuXVrgIe+8886wz9ChQ/OXz549O6xq167dihUr8heWcvW6664LN42iaM6cOalU6qCDDgqvnn322Xl2/PnPfx6WlDKTZ68iLtXU1CQepsFWO++8c1h46623NljY4IKXX3457BxF0YcffthgrQUE2o7A559/nvimNHZyv/32S0R7/PHHq6urc3Xr1KnTjBkzEgvTk40N3qdSqQMPPDC23V577ZXuFptPf8yzeyqV+vGPfxxWZZeEVwXvs31ayFjwvoU8CMcgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFSUwMqVK6uqqmIRo3vvvbfEmxS8LxFQeesSaKLg/bx582LvZhRFf/7zn1ctTn19/XnnnRceLD1zxBFHrFy5svATvvDCC2GrtddeO3+HBx54IKwaMGBA/qoSr3722WcdO3YM97344os//fTTxG9dfvXVV/Nsuvnmm4fdSpnJs1dxlxIPk79VfX19165dw8Knn346f2EhV//yl7+EnaMoeu211wopt4ZAGxF45513Et+Uxk7us88+ucR++tOf5up2++2356pKzxcRvD/ssMNi2w0ePDjdLTaf/pj/AJdddllYlV0SXhW8z/ZpIWPB+xbyIByDAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBRAh988EGYL3rqqadKvEnB+xIBlbcugSYK3i9fvjz8vRj33XffqsU56qijwr80MjN1dXWNOt5nn32Wqc0e5G8yfvz47MXp8f7775+/qvSrI0aMCPcdOHDg9ddfH85vtdVWeXacMWNGWFLizHvvvZdnxyIuJZ4nf5+//e1viVWffPJJ/sJCrj711FOJzf/6178WUm4NgTYi8NJLLyW+KY2dzBO8r6ur22effRIbNohcRPD+2GOPje01aNCg9Eax+fTH/Ge45pprwqrsXxkTXhW8z0+6Sq4K3q8SdpsSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBCpc4OGHHw7zRZ999lmJty14XyKg8tYl0ETB+1Qqtdlmm8Xe0PPPP39V4cyZM2fgwIGx86Q/VldXX3vttcUdLLFh/lbt27cPqx555JH8VaVfXb58ebhvFEXh70eIoujDDz/Ms+M666wTtrrlllvylGRf2nXXXcPygQMH1tfXZy8rcRxuEUXRwoUL87T97ne/G1YdeuiheUoKv7T//vuHzbt37154BysJtAWBd999N/FN6d7IPwcffHAiV11dXeLLmN50ww03/PzzzxML05NFBO+HDx8eu6Pvfve76W6x+fTHPLv/96XEX92SXVJEz3R53759Y7WTJk3K7mxcRgHB+zJiakWAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIPA/AnfeeWcsI9ShQ4fSo5uC937C2pRA0wXvhw4dGntDTzjhhFVi+/TTT6+99tqxw2Q+/vrXvy76VJkm2YNPP/00T8PslZnx4sWL85SU61JmuwYH+XdMLF+0aFH+qszV6667LrHDCy+8kFlT+mD11VcPd5k4cWKezp06dQpLbr755rBk++2333XXXR944IHwUq6ZxF9wsN9+++Vab55A2xT44osvwtewjBQXXnhh2D97Zvjw4XV1dbl2LCJ4v+WWW2b3j6LoBz/4Qbp/bD79MdfW6flTTz01rMouCa/6xvtsnxYyFrxvIQ/CMQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECFSVw8803x/JFa621Vul3KHhfuqEOrUig6YL3Bx54YOwN/d73vtf8Mnffffdqq60WO0nmY48ePUo5UuLX15911lm5en799deZrbMHudaXdz57x/zj/Psm1uYvyb66cOHCRLdTTjkle1mJ44MPPjg8Z79+/b7++utcncP1URQtXLgwXJ9ZOWPGjPBqOPPxxx9nSrIHEyZMCBebIdCWBerr67PfkfS4XCDTpk2rrq4O+8dmLr744lw7NjZ4v3Tp0vCvu0z/2L6F3Ozuu+8eVmWfNrxadPD+uuuuy+5sXEYBwfsyYmpFgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDwPwITJ06M5Yt69epVuo7gfemGOrQigaYL3o8cOTL2hh522GHNL5P4TePpg2266abvvvtuKUc64IADYvcYRVG7du1+//vfh21ra2sPPfTQcH2BqciwYWNn+vfvn7h7bLJLly55On/55Zex9emPeUrCS8OHDw+brL322itWrAgXFzfzm9/8JtwiiqJDDz20trY27Dl16tTE9eHKVCqVvXLnnXe+5ZZbFi9enLgylUo988wzueQ//PDDXFXmCbRZgez3Kz0uF8Vaa60VNg9nqqurc+3Y2OD99OnTw/5PPfVUun/ieXJtnZ7v1q1b2DC7JLxa4D8xffv2jdVeddVV2Z2NyyggeF9GTK0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT+R+CSSy6JZYQ22WST0nUE70s31KEVCTRd8P64446LvaH77bdfM8vU1NTEzlDKx4022ih2/vr6+m233TZXz5122unQQw899thjR4wYkWtNFEXNFm5855138vwagswJH3/88dhtZn8cOnRoZmVmcMwxx2SvaXC8ePHizp07Z8ozg0MOOaTB2sIXXH311ZnOscHGG288YsSI73//+4ceemiHDh1iVzMft9lmm8TtMgsSB3369FlvvfU6duyYeDUzucYaayQ2N0mgjQtk3pHMYNCgQXl+t0U21/Dhw/v/488HH3yQPZ9KpY466qhMw8ygb9++iX8rDh48ePny5bEOqVSqscH7du3aZfbKDDJtf/rTn2YmM4M77rgjsyAcZJZlD7KXZc9nxtkLco3Df8vOPffcXIvNlyggeF8ioHICBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEEgZ/85CeZTFF6sPXWWyesa+SU4H0jwSxv3QJNF7w/5ZRTYm/o0KFDmxmrqYP3qVTqj3/8Y+w2G/Vxk002KePXvDfIu8suu+Q/Xp8+fRK/ED7dee7cudXV1WGH6dOnN7h1bMFhhx0W9llttdViy0r5uGLFioEDB4a7FD7zpz/9KfEAhXfIs/Lyyy9PbG6SQBsXWHPNNcMXZ7/99vv666/zyKxYseLWW2/NFL7//vvZi6+99trMpcygffv2Tz/99JlnnpmZyR6ceOKJ2R3S40YF7+fPn5/dMDPOtH3jjTfC2H+vXr0WLFiQWZM9uOuuuzJNMoPtt98+e01mPnuQvSDXeNiwYdklURTttddeuRabL1FA8L5EQOUECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIJAuecc04sIzR48OCEdY2cErxvJJjlrVug6YL3Z599duwN3WmnnZoZqxmC96lU6vjjj4/daYEf07HP5jS54YYb8p9t7Nixec5z2WWXheXrrLNOTU1NnqrES1OnTg1bRVGZ04j/+Z//mfiN04lbxyZPOOGExJOnUqnYyiI+jh49ur6+Pld/8wTassAZZ5yR+E5tsskmjz32WKLMFVdcse6662ZXZQfvn3vuuY4dO2ZfTY8vvfTSVCq1YsWKHXbYIbwaRVH45fOJwftrrrlm4cKFsYM99NBDffv2Dduut9562Sv32muvcM1WW201f/787GWpVOr+++9PvIs777wze2XYrcC/V3/4wx/Gaqurq19++eXs5q+//vr9//iTPWlchECZ/6kr4gRKCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEKk/gwgsvjGWEttxyy9JvU/C+dEMdWpFA0wXvTz755NgbusceezSzTPME71Op1GeffRa72UI+NrNGeruDDz4419m23nrrPEd6+eWXEwuff/75PFV5LiV2e/fdd/OUFHcpcaP8k4sWLcqzV/7aBq/m/+LuPPu6RKCNCEyYMKHB9yj/gkzwPte/An//+9+zMX/9618nNvzyyy+zlyUG7xMLEycHDhz4zTffZDesq6vbeeedExcXMnnjjTdmd8v1a0FiaxI/zp49u5Ad02sSO5gsXEDwvnArKwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAoVuPTSS2MZoYEDBxZanHud4H1uG1cqUKDpgvfHHnts7A0dPnx4MwvmilzGDlbgx4022ijP+UeNGlVgnyiKunTpEvua4jydy3vpwQcfzHXOX/7yl3n2GjNmTFjYv3//or+5Pez23zMXX3xxnjMUd2nKlCmrr7564naJk6NHj86/0ahRoxK/ejqxW/Zk586dr7nmmvzNXSVAoK6ubvjw4dnvTmPHmeD92WefHdZWV1eHyMcff3y4csSIEdl/xZUSvO/YsWPiryl54403OnfuHG7d4Mxee+1VV1cXu5HEqtiaXB8TaxMnc3UwX6CA4H2BUJYRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0QiD8QtR+/fo1oj7HUsH7HDCmK1Og6YL3o0ePjgX2Dj744GZGbM7gfSqVuv/++zfaaKPYXYcfDznkkKb4XvcCbZcvX/6tb30rPFUURR999FGeJj179gyrLrjggjwl+S/17ds3bLjxxhtnx1zzdyj86jvvvDNixIhwu9jMgAEDfvvb3xbSdsGCBVdccUV1dXWsQ66PnTp1OvHEEz/44INCmltDgMDXX3+d620qNSBvowAAIABJREFUZD4dvP/Nb36TuPiiiy4KhRP/NYyi6PLLL88sLjp4X11dPWXKlEyf2OCee+5JPGf+yQULFsT6lPKN97lqE88Q7mumUQKC943ispgAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAggVtuuSUWB+rWrVtBlXkXCd7n5XGx0gQSo4bTpk0r/T4POOCA2Bv6/e9/v/S2raJDTU3NzJkzr7zyygsvvHDcuHGXXHLJo48+Om/evFZx+Io/5Ny5c6+55ppLLrlk3LhxF1544X333Tdz5syampoSb/yNN9548MEHb7vttosuuuj888+fMGHClClT5syZU2Jb5QTarEBdXd2VV17ZqVOn2D8l+T+utdZap5122pIlSzbddNNwZc+ePfP8hpFbb701LImiqFevXh9++GEqlSoueL/uuus2+BB/97vfdevWLXH3cHLIkCEff/xxYs9wcRQVmvJesmTJvvvum9ghNpm4tcnCBQp9JIV3tJIAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA+AWh7dq1q62tLVFG8L5EQOWtS6Dpgve77rprLKp38sknty4cpyVAgACBVSswb968ArP37dq1u/POO7/55ptUKlVfXx/7ByiKourq6unTp+e/nSOOOCIsjKJoyJAhRQTvO3bsOG7cuK+//jr/pumr8+fPP+SQQxJ3z0yutdZaEyZMyPOLQjIrsweF7J5eU1tbe+6556622mrZ5eG48IZWJgoI3ieymCRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEChJ4IknngizQJ988klJTVMpwfsSAZW3LoGmC973798/9oaOHz++deE4LQECBAiscoHPP//8xhtvPOigg7p37x77ZyX9cdSoUZMnT164cGHmqH/4wx/2Dv5cccUVmQW5BosXL/7Xf/3XoPT/T+QK3j/55JMnnXRSdXV19tmqq6t32223Dz74INdGueZPOeWUddZZJ7tVelxVVbXddtt9+eWXuQrT87lOnr8qdvXDDz8cNGhQVVVV9jEGDBhwxBFHXHPNNS+88EJsvY+NFRC8b6yY9QQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAg0LvPbaa9mJoPT41Vdfbbgy7wrB+7w8LlaaQNMF77t06RJ7Q2+44YZK43M/BAgQINCMAs8///y0adPuuOOOyZMnP/TQQ3/+858///zzZtv/sccei/27FkVRbW1tKpVavHjxq6+++uSTTz744INvv/320qVLiz5VfX39m2+++dBDD40fP37s2LE///nPp0+fnv1rBYru3KjCzz///OWXX546deqzzz47e/bsRtVanF9A8D6/j6sECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLFCNTV1bVv3z6WgLr99tuL6ZVVI3ifhWFY+QJNFLx/5513Yu9mFEXPPfdc5YO6QwIECBCoUIE8wfsKvWO31SQCgvdNwqopAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA7969Y+HeK664okQWwfsSAZW3LoEmCt4/++yzsXcziqL33nuvdeE4LQECBAgQyAgI3mcoDEoRELwvRU8tAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAToFtt902Fu495ZRTcq4u7ILgfWFOVlWIQBMF7++5557YuxlF0ZIlSypEzW0QIECAQNsTELxve8+8Se5Y8L5JWDUlQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBD48Y9/HAv39u3bt0QWwfsSAZW3LoEmCt4feuihsXdz1113bV0yTkuAAAECBLIFBO+zNYyLFhC8L5pOIQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQD6B2267LRburaqqWrx4cb6ahq4J3jck5HpFCTRR8H6bbbaJvZvHHXdcRcG5GQIECBBoYwKC923sgTfV7QreN5WsvgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBNi7w7LPPxsK9URT913/9Vyksgvel6KltdQJNEbyvq6vr3Llz7N288sorWx2OAxMgQIAAgYyA4H2GwqAUAcH7UvTUEiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI5BT47LPPYuHeKIruvvvunAUFXBC8LwDJksoRaIrg/fvvvx++mL///e8rR82dECBAgEDbExC8b3vPvEnuWPC+SVg1JUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSKVSw4YNi0V8d95551JkBO9L0VPb6gSaInj/ox/9KPZWdu7cuaamptXhODABAgQIEMgIrFy5clHwJ3PVgECBAoL3BUJZRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0GiBc889NxbxXW211ZYvX97oRv9bIHj/vxL+t00INEXwftddd429lbvvvnub0HSTBAgQIECAAIG8AoL3eXlcJECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKEFg6tSpsYhvFEUvvPBC0S0F74umU9gaBcoevF+5cuXqq68eeyt//OMft0YcZyZAgAABAgQIlFdA8L68nroRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj8k0As4htF0SGHHPJPKxrzQfC+MVrWtnqBsgfvf/WrX4Wv5EcffdTqpdwAAQIECBAgQKBkAcH7kgk1IECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyC0Qpny7deuWe3kDVwTvGwByubIEyh6833vvvcNXsrLM3A0BAgQIECBAoEgBwfsi4ZQRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgUIhCmfKOo+EiL4H0h5tZUjEDZg/errbZa+EpWDJcbIUCAAAECBAiUIlD8/0spZVe1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECbUQgTPkK3reRR+82Sxcoe/C+vO9j6TeoAwECBAgQIECg5QgI3recZ+EkBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEKFBg7dmyY9X3vvfeKu1XfeF+cm6pWKlDe4H1dXV34Mu6yyy6tFMexCRAgQIAAAQLlFRC8L6+nbgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAv8k8OSTT4ZZ35/97Gf/tKjgD4L3BVNZWAkC5Q3e/+EPfyjjy1gJvu6BAAECBAgQIJAlIHifhWFIgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQboEVK1Z07do1FvfdeOON6+vri9hK8L4INCWtV6C8wftjjjkm9iZGUTRz5szW6+PkBAgQIECAAIEyCgjelxFTKwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgQSB6dOnh3HfU045JWFpQ1OC9w0JuV5RAmUM3t91113hazh+/PiK8nIzBAgQIECAAIESBATvS8BTSoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUIBAbW1tnz59YqHf7t27L1mypIDqf1oieP9PHD5UukAZg/d77rln7B2sqqqaM2dOpRO6PwIECBAgQIBAoQKC94VKWUeAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFC0wNixY2Oh3yiKrrvuusY2FLxvrJj1rVqgXMH71157raqqKvYO7rLLLq0ax+EJECBAgAABAuUVELwvr6duBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECyQKx0G/6Y/LS3LOC97ltXKlAgXIF7zt06BC+gJ9//nkFkrklAgQIECBAgECxAoL3xcqpI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaIxAmPuNokZnWwTvG0NubasXKFfwvixvX6vXdAMECBAgQIAAgbwCjf4/J3m7uUiAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIEAgWaBfv35h+vexxx5LXp1jVvA+B4zpyhQoS/B+wYIF4atXVVVVmWTuigABAgQIECBQrIDgfbFy6ggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBojcPnll4fp36233rqurq7wNoL3hVtZWQECZQnen3DCCeGrN2LEiArwcQsECBAgQIAAgTIKCN6XEVMrAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBfAJnnnlmGABef/31ly1blq8s65rgfRaGYeULlB68P+SQQ8KXbqeddqp8O3dIgAABAgQIEGikgOB9I8EsJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQKFbg008/XXPNNcMY8HnnnVdgS8H7AqEsqwyBEoP3jzzySPi6RVH05JNPVoaPuyBAgAABAgQIlFFA8L6MmFoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0IHDppZeGSeD27ds3UPa/lwXv/1fC/7YJgRKD9/369QtftwMPPLBN2LlJAgQIECBAgEAjBQTvGwlmOQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQGkCt956axgGvvDCCwvpKnhfiJI1FSNQSvB++vTp4Yv2/e9/v2Jw3AgBAgQIECBAoLwCgvfl9dSNAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgAYHa2towD1xdXf3oo482UJlKCd43SGRBJQkUHbx///33e/ToEb5oH374YSX5uBcCBAgQIECAQBkFBO/LiKkVAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAQQKdOnUKI8HdunV766238tcL3uf3cbXCBIoL3n/zzTfbb799+IpFkTRZhf2AuB0CBAgQIECgnAL+U6mcmnoRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgUIvCzn/0sMRU8aNCgxYsX5+kgeJ8Hx6XKEygueH/44Ycnvl977bVX5RG5IwIECBAgQIBAuQQE78slqQ8BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEAjBF599dXE772Pouibb77J1UjwPpeM+YoUKCJ4nxi5j6Lo1ltvrUgiN0WAAAECBAgQKJeA4H25JPUhQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBonMDkyZMTQ8L77LPP0qVLE3sJ3ieymKxUgUYF7+vr68eNG5f4Th133HGVSuS+CBAgQIAAAQLlEhC8L5ekPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAo0WSAwJR1G0zTbb/O1vfwvbCd6HJmYqWKDw4P2yZcuOPvroXC/U8uXLK1jJrREgQIAAAQIEyiIgeF8WRk0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSKEViwYMHGG2+cKy08duzYr7/+Oruv4H22hnHFCxQSvK+rq7vhhhtyvURdunR5/vnnKx7KDRIgQIAAAQIEShcQvC/dUAcCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHiBebPn9+/f/9cseG+ffvef//99fX16Q0E74uHVtkKBRoM3s+YMWPw4MG5Xp/OnTv/8Y9/bIX37cgECBAgQIAAgVUgIHi/CtBtSYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgkC0wf/78XMnh9Pwmm2yyZMmSVColeJ/tZlzxAnmC93V1dQcddFBVVVWed+fJJ5+seCI3SIAAAQIECBAol4Dgfbkk9SFAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECheYP3118+TH46iaK211vre9743efLkcNn06dOL31glgRYskBi8Hz9+/FlnnbXhhhuG70L2TKdOnVrwnTkaAQIECBAgQKDFCQjet7hH4kAECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgbYpsHz58uOPPz47OWxMgEARAkOGDPn444/b5l8j7poAAQIECBAgULSA4H3RdAoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTKL3DDDTcUkTRWQoBAWuCEE05YsWJF+d9MHQkQIECAAAEClS4geF/pT9j9ESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRam8C+++4rRE2AQBECAwYMaG2vu/MSIECAAAECBFqKgOB9S3kSzkGAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIJAt8OWXX/bp06eI7LESAm1NoEuXLu+9917262NMgAABAgQIECDQWAHB+8aKWU+AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBMAitXrrz//vv33nvvtpajdr8EChTYaKONLr/88s8//7yZ3knbECBAgAABAgQqV0DwvnKfrTsjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFSKwJtvvrnHHnusscYaBaaRLSNQ2QIdOnTYYYcdnnnmmbq6ukp5y90HAQIECBAgQGAVCwjer+IHYHsCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBJpNYMmSJWEm/+GHH262A9iIAAECBAgQIECgZQoI3rfM5+JUBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiUX0DwvvymOhIgQIAAAQIEKkJA8L4iHqObIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgAAHB+wKQLCFAgAABAgQItEUBwfu2+NTdMwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIG2KSB43zafu7smQIAAAQIECDQoIHjfIJEFBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUiIDgfYU8SLdBgAABAgQIECi3gOB9uUX1I0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgpQoI3rfUJ+NcBAgQIECAAIFVLCB4v4ofgO0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGg2AcH7ZqO2EQECBAgQIECgdQkI3reu5+W0BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgULyB4X7ydSgIECBAgQIBARQsI3lf043VzBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhkCQjeZ2EYEiBAgAABAgQI/J+A4P3/WRgRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFDZAoL3lf183R0BAgQIECBAoGgBwfui6RQSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINDKBATvW9kDc1wCBAgQIECAQHMJCN43l7R9CBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBBY1QKC96v6CdifAAECBAgQINBCBQTvW+iDcSwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMouIHhfdlINCRAgQIAAAQKVISB4XxnP0V0QIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINCwgOB9w0ZWECBAgAABAgTapIDgfZt87G6aAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQJsUELxvk4/dTRMgQIAAAQIEGhYQvG/YyAoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBCpDQPC+Mp6juyBAgAABAgQIlF1A8L7spBoSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINBCBWpqam74x5/d/vFn9OjRN9xww7x581rocR2LAAECBAgQIECguQQE75tL2j4ECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECLQYgegff0aMGNFiTuQgBAgQIECAAAECq1JA8H5V6tubAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFVIiB4v0rYbUqAAAECBAgQaLECgvct9tE4GAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECTSUgeN9UsvoSIECAAAECBFqngOB963xuTk2AAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQAkCgvcl4CklQIAAAQIECFSggOB9BT5Ut0SAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQH4Bwfv8Pq4SIECAAAECBNqagOB9W3vi7pcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZTgvR8CAgQIECBAgACBbAHB+2wNYwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE2oSA4H2beMxukgABAgQIECBQsIDgfcFUFhIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUCkCgveV8iTdBwECBAgQIECgPAKC9+Vx1IUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQICTNdjOAAAgAElEQVQAAQIECBAgQIAAgVYkIHjfih6WoxIgQIAAAQIEmkFA8L4ZkG1BgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDLEhC8b1nPw2kIECBAgAABAqtaQPB+VT8B+xMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0OwCgvfNTm5DAgQIECBAgECLFhC8b9GPx+EIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGgKAcH7plDVkwABAgQIECDQegUE71vvs3NyAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSKFBC8LxJOGQECBAgQIECgQgUE7yv0wbotAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRyCwje57ZxhQABAgQIECDQFgUE79viU3fPBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNq4gOB9G/8BcPttTaC2tvaBBx5oa3ftfgkQIECgUQKC943ispgAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgUoQELyvhKfoHggUJnDHHXdsuummnTt3Lmy5VQQIECDQRgUE79vog3fbBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBNqygOB9W3767r3tCCxcuHD8+PHp9/2UU05pOzfuTgkQIECgCAHB+yLQlBAgQIAAAQIECBAgQIAAAQIE/h97dx4lVXnnj/92dbN0FyCLOG6giLgQRdSoJCSKJmiiDopIQn4TwmhGNBqJTmLUmASX4zGLJ2GMhhiPOmpUojE6SnBJBrfD6JhNzXGJEnQQEexBRWiINn3r953U5E6lblV1dVV1dVX1q8/3fPPUU8/yeV63rvPXm4cAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL1LSB4X9/PT/UEuhNYuXLlggUL2tra0i97IpF46aWXupvkewIECBDo1wKC9/368Ts8AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgf4pIHjfP5+7Uze8wL333vvhD384/YJn/v//8R//0fBnd0ACBAgQKFNA8L5MQNMJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKg/AcH7+ntmKiZQUKCjo+Pqq6/ODNtH7Q9/+MMFp/qSAAECBAj8j4Dgvd8BAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL9TkDwvt89cgduaIGFCxeOGjUqStpnNe6+++6GPr3DESBAgEBlBATvK+NoFQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE6khA8L6OHpZSCeQUePzxx2fPnt3c3JwVs49/zDldJwECBAgQyBIQvM8C8ZEAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgcYXELxv/GfshI0r0NXVde+998YD9jl7Ro8e3bgSTkaAAAEClRQQvK+kprUIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKgLAcH7unhMiiQQF7jpppv23nvvnBn7nJ2XXHJJfBE9BAgQIEAgLiB4HzfRQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAgwsI3jf4A3a8xhJYuXLlggULWltbc0brC3SeeeaZjSXhNAQIECDQiwKC972Ia2kCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGpTQPC+Np+LqgjEBR5//PHm5uYC6fp8XyUSiZdeeim+oB4CBAgQIJBTQPA+J4tOAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQaWUDwvpGfrrM1isC999774Q9/OF+uvtv+WbNmNYqEcxAgQIBANQQE76uhbA8CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGpKQPC+ph6HYghkCWzevPnqq6/uNlpfeMCKFSuylvWRAAECBAgUEBC8L4DjKwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGlNA8L4xn6tT1bnAypUrW1tbC8fpo2933HHHhQsXvvXWW2EYRp1R4+67765zDOUTIECAQLUFBO+rLW4/AgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT6XCCdzj3hhBP6vBIFECCQSqUef/zx2bNnNzc3R8n5wo1JkyZt3bo1TXfffffFB3d1dYElQIAAAQI9EhC87xGXwQQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQINIKA4H0jPEVnaAiBbdu23XnnnfHkfL6e6dOnP/jgg2EYRqc/8sgj44OjbzUIECBAgECRAoL3RUIZRoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA4wgI3jfOs3SS+hRYt27d17/+9XhgPl/PuHHj7r///m3btmUdd86cOfEpF198cdYwHwkQIECAQLcCgvfdEhlAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECjCQjeN9oTdZ76EXjhhRdOO+20wYMHxwPz3fa0tbVlHvSVV15paWnJmtXa2vrmm29mDtMmQIAAAQLFCAjeF6NkDAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECDSUgeN9Qj9Nh6kfgscceSyQSWVH5Hn3MPOuXvvSl+NwvfOELmWO0CRAgQIBAkQKC90VCGUaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQOMICN43zrN0kjoRWL169Sc+8Yl4Tr5HPbvvvnt03LfeemvIkCFZ0xOJxEsvvRSN0SBAgAABAsULCN4Xb2UkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQINIiB43yAP0jHqWWDVqlUXXHDB9OnTR44cmZWfz/dx8ODB6a8mT5680047xYetWLGinknUToAAAQJ9KSB435f69iZAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoE8E0nndE044oU92tykBAlkCd955ZzqEH8/S5+wZMGBAzv6sZX0kQIAAAQLFCwjeF29lJAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECDSIgeN8gD9IxShXYtm3b6tWrH3/88WuuuebSSy/9yle+Mn/+/FNOOWX+X/4uvPDCK6+88sYbb7z33nvffffdUjcpZd6qVat6GsLPTOCXsqU5BAgQIEDgLwKC934IBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0OwHB+373yPvxgd94440bb7zxs5/97B577JGZUS+t3draevjhhz/22GOdnZ29hBqG4Re/+MUSylu8eHEvlWRZAgQIEOgPAoL3/eEpOyMBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAn8jIHj/Nxw+NKjA888/f/HFFzc1NZUQYu92yvDhw2fPnt3R0VFZvJJT96NHj96yZUtli7EaAQIECPQrAcH7fvW4HZYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgf8RELz3O2hsgXXr1u2///7dhufLH5BMJufMmfPggw9WyrO0u+6DILjkkksqVYN1CBAgQKB/Cgje98/n7tQECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+rWA4H2/fvwNffiHH3541qxZAwYMKD9U36MVLr/88g0bNpRJG4ZhjzaNBre1tbW3t5e5u+kECBAg0M8FBO/7+Q/A8QkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0R4F0XveEE07oj4d35oYT6Orquvfeew855JAoiN6HjUGDBr388ss9NQ7DsMBd9w8//PCYMWMKHOqll17q6Y7GEyBAgACBLAHB+ywQHwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaHwBwfvGf8b96YT77rtvgVB64a+22267Pffcc8qUKR//+MenT5/+8b/87b///jvvvPOgQYMKz8337cCBA+fPn//mm28W/xAKpO6TyWQqlTrxxBPzbRcEkpLFSxtJgAABAnkF/J+TvDS+IECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgUQXSCV433jfq8+0/53rllVf+/u//vkAiPf7V4MGDDz300Kuuuur+++9/4YUXClutW7fu9ttvv+iii2bMmBFfqnDPyJEju7q6Cq+f/jYMw3xLJZPJhx9+OJVKXXbZZfnGCN4Xg2wMAQIECHQrIHjfLZEBBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAg0mkA6wSt432jPtT+dZ/ny5QWC6JlfnXrqqb/4xS+2bNlSQZ7vfe97U6ZMaWpqytwoZ7u5ufnMM8/cuHFjzt3DMDzrrLNyTgyCIB25T09sb2/PN+zuu+/OubhOAgQIECDQIwHB+x5xGUyAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQCMIpBO8gveN8Cz73xk6OzsvuuiiRCKRL4ie7m9ubj7++OPvvffe3hN69dVXx44dW7iM9LcTJkzIWUaB1H0ymcyaMmbMmPheEyZM6OrqyhrpIwECpQm89dZbK1eufPrpp2+77balS5c++eSTK+vqb/Xq1aUd3CwCaQHBe78EAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT6nUA6vit43+8efP0feM2aNYcffng8f57VM2TIkNdee60Kx+3q6rrvvvumTp2aVUD84zXXXJNVTxiG8WHpnmQymXndfXriiSeeGB+/ePHirGV9JECgeIGOjo4LL7zwuOOO22uvvVpaWpqamuJvWR31TJw4sfizG9lXAtdff/2rr77aV7sX3lfwvrCPbwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaECBdIxQ8L4BH23jHikMw6997WuFE7Df+ta33n333b4yePLJJ4899tjCFY4fPz6VSoVhmO+u+5yR+/SJli1blrX4JZdc0leHtS+BehTYuHHj+eefv8suu2S9Sg3zUfC+Ln6Wn/vc54IgaGtrq8FqBe9r8KEoiQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB3hVIhwwF73tX2eqVE+js7Dz11FMLhGObmprmzp1buQ1LX+m+++4rUGcQBA899FC+1H0QBPGL7qNS2tvbM1dua2trb2+PvtUgQKCwwC233JJIJDJfosZrC94X/g3UyLfp4H0QBCtXrqyRkqIyBO8jCg0CBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPqLQDptKHjfX553/Z+z8E3yBxxwwIoVK2rnlAsXLhw8eHC+TG9zc3O+r5LJZOFTjBkzJpp75plnFh7sWwIE0gKnn376oEGDonengRuC93Xxm4+C921tbbWWvRe8r4ufkCIJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKikQDp2KHhfSVNr9ZrAf//3fxcIyra2tnZ2dvba5iUu/Mc//nHatGkFyo5/lUwmC1x3n67jxBNPjCa+9NJLJRZnGoF+I7Bp06b58+dHb03DNwTv6+KnHQXvgyBIJpOvvvpq7ZQteF87z0IlBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUSSAdPhS8rxK3bUoVaG9v33vvvfNlZefOnbtp06ZS167GvEceeWTnnXfOV39mf7eR+3S5y5Yti2ZV4wD2IFC3AkOHDo1elv7TELyvix9sZvA+/eNMJpM1UrngfY08CGUQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFA9gXTQS/C+euJ26rnAu+++e/DBB+dLzLa2tvZ8yT6Y8eabb37yk5/Md4qeRi7b29vTU6ZOndoHh7ElgXoQWL169aRJkwq/dPFv29rapk2btv/++2d9NXTo0I9+9KO77777kCFDsr7q9uOQIUN+05t/p512WlYNgvf18AtNRcH7yZMnR09w5cqVtVC84H0tPAU1ECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQVYF00EvwvqroNuuhwDHHHBMlErMao0aNeuKJJ3q4Xp8ND8Pwn//5n7OOEH0cNGhQkdfdpw+Qnnj33Xf32XlsTKCGBb73ve81NzdH71fhRktLy1577bVixYroQN/4xjeypnzgAx+Ivl21atVll1122GGHZY0p8PGTn/xkV1dXtEJlG9/85jeztha8r6xwL60WBe+7urqi7H1bW1stZO8F73vpoVuWAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHaFUhH9QTva/cJ9fvKFixYkBUoTX+cNGnS2rVr64gnDMOzzjor51mizpEjRxZ/oiAIfvSjHxU/3kgC/UTgmWeeGTFiRPRa5WwkEolDDz30rrvuymdSOHgfn3XSSSe1trbm3Cuzs7m5OT63/B7B+/IN+2SFKHif3j0zft/a2tonJUWbCt5HFBoECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECPQXgXQgUPC+vzzvejvn7bffnplZzWy//fbbdXSaYlL36dN1dHQUea7Ro0dv2bKlyMGGEegnArfeemsikcj8b0W83dzcvGHDhsIgPQ3ep1e7/PLLt9tuu/iOmT2f/vSnC29dwreC9yWg1cKUrOB9KpXq6uqKfi19e++94H0t/ELUQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAVQXS+S7B+6qi26w4gZdffnnYsGFRBDGzMWnSpOLWqJVR3d51H53u85//fJFFX3LJJUWONIxAPxG48sorm5qaorcp3mhpaZk3b96mTZu6BSkteJ9edsSIEfGtM3sOP/zwbgvo0QDB+x5x1c7gePA+lUpNnjw5/WtpbW3tw+y94H3t/E5UQoAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAlQTS4S7B+ypx26YnAgcddFBmVDVqjx8/ft26dT1ZqY/HhmEYFV9M46abbiqm4nfffbeYYcYQ6D8C3b5fxf+no5zgfSqV+vrXv97S0lKgnj333HPr1q2VejSC90VKvv322xtq6W/OnDnpH0lW/VOmTEn392H2XvA+66H4SIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBA4wukk12C943/pOvthHfccUfOzOrTTz9dR0cJw7DAXfcPP/zwaaedlvOYkyZNqqNjKpVAnwsUeNGCIJg5c2ZPKywzeJ/e7pZbbhkwYEDOdzzd2dnZ2dPCco4XvM/JEu9sbm4u8Dj68Kt4qalUKqqnT+69F7zP+VB0EiBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQyALpWJfgfSM/4zo82zvvvLPTTjtFmcOo0dTUVF+nKRAGTiaTqVSqs7Nz6tSp0QEzG/V1UtUS6EOBb3/725nvTlb7hhtuKKG2igTvU6nUmjVrxo4dm1VS9HG//fYrobb4FMH7uEnOnvoK3vftvfeC9zl/QjoJECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEGhkgXT8T/C+kZ9xHZ7tC1/4QhRMzWycc845dXSaMAwzi89sJ5PJhx9+OH2W1157bfvtt8/8Nt3+4x//WEeHVSqBPhSIvz5Rz6677lpaYZUK3qd3P/nkk6OSshpHH310aRVmzooH73feeefreviXuWCjtqPg/R9q42/MmDHp30M+8D7M3gve53so+gkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaFiBdOJL8L5hH3C9Hayrq+uwww7LCqYGQTB8+PBVq1bVy2nCMCxw130Uuc88TvzIQRDcddddmWO0CRDIEti4cWNra2vO1+eII47IGtyjj5UN3qdSqeuvvz6RSOQsNQjKzTjHg/f5NirQ3yOfOh0cBe9rpP7x48enn0jheqKn1traWnhkBb8t90dZwVIsRYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgeoIpNNcgvfV0bZLtwI//OEPo4RhZmPJkiXdzq2RAYVT98lkMmedBx10UOZ50+0xY8Zs3rw553idBAikUqmJEyfGX5x0T5k+FQ/ep1Kpe+65J1/2ft26deUUXJHg/aEN9Lfzzjsnc/1Fv5ZytCs4t8jg/eTJk6tfueB9BR+0pQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqA+BdJRL8L4+nlY/qHLkyJFRvDBqHHPMMXV09AJ33SeTyZzX3adSqf/8z//MmchduHBhHZ1dqQSqKXDOOedE/5XIasyYMaPMSnojeJ9Kpe66666sUtMfx44dW07BFQne5yysTjsHDhxYuPJytCs4t8jgfVdX11577ZU+UQV3L7yU4H1hH98SIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINCAAukcl+B9Az7a+jxSzqjkiy++WC+nCcMw5xGCICiQuk+f7vTTT4/P3W677d555516Ob46CVRNYPny5U1NTfFXJgiCKVOmlF9GLwXvU6lUzpqDIJg3b17JZQveZ6k2WPD+0UcfbWlpSZ+x5B9JTycK3vdUzHgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOpeIJ3jEryv+wfZEAf4l3/5l6zwZBAE48ePr4vDhWFY4K77fBfdZx3t+uuvjwtsv/32WcN8JEAg/qak/3mLTZs2VQSn94L3qVTqox/9aM76x40bV1rxFQnel7Z1fc1qbm5Oy9dI2cXceL9ixYro1zJ79uyqVS54XzVqGxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUCsC6TSX4H2tPI9+XMd77703ZsyYKF4YNX72syaguTIAACAASURBVJ/VhUqB1H0ymSzyCGEYRgfPbBQ53TAC/URg7dq1mS9I1H700UcrJdCrwfvOzs6RI0dGZWc2Sqs/HrxPJBJDe/hX2tb1NavugvcrVqyI7rqvZuo+lUoJ3tfXb1u1BAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAhUQCCd9xO8rwClJcoTuO666zLTp+n2vvvu29XVVd7C1ZidLzCfvoK7yOvu04XGEYIg+POf/1yNY9iDQJ0IHHzwwTnflAqW36vB+1Qq9Yc//CGRSMRP0dHRUcIp4sH7iRMnlrBOw0+JgveH1cbfoEGD0r+BnPJ9mLoXvM/5RHQSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQINDgAunEl+B9gz/mmj/eY489Fg+g7rHHHp2dneXXvnnz5t5L74dhWOCu+x5F7tMnvfnmm+MURxxxRPkOViDQGAL77LNP/B1JJBKrVq2q4AF7O3ifLjV+kObm5k2bNvX0IIL3RYpt2rTpi1/8Ypy9z3vi9a9YsSKqKv5tFXrceF8FZFsQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBbAulYl+B9bT2V/lfN3Llzo4Rh1Pjxj39cEYkDDzxw5syZpd0j3W0BBVL3yWSy2+nxAdu2bZswYUKEEDVeeOGF+GA9BPqbwFNPPRW9FJmN+fPnV5aiOsH7pqamzFOk2/PmzevpWQTvixe79dZbJ9bM3/Dhw9MPPav+vr3rPl2M4H3WQ/GRAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHGF0gnvgTv6+hJr1ixoo6qLbLUtra2ePr0z3/+c5HTCwx7+umn0ysfcMABBYaV9lUYhvGy0z3JZLKE6+7TZVx99dXxZS+66KLSijSrdgSeeOKJrq6u2qmnHiuZPHly/O0YNmxYZWEvvvji3XffPWuj1tbW008//amnnqqg23HHHZe1SxAEAwYM2Lp1a492EbzvEVftDP7c5z6X/gFkllQLqftUKiV4n/lQtAkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6BcC6cSX4H0dPeympqZEInHPPffUUc3dlhqPnjY1NXU7q/CARYsWJRKJzJWHDBmydOnSwrOK/DYMw3x33ZcTuY92nzdvXmbl6fbvfve7aIBGPQrMmTMnCILKRsTr0aGcmuPvRRBUJiC8atWqnPfP59wxCILdd9+9Iv8dTv8qsnYZNmxYj5QE73vEVTuD48H7FStWRD+Gvq2zMu9V357B7gQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEOiRQDrfJXjfI7S+HZyOhiYSib4to4K7b9myJcoZRo0PfehD5WyRLxXf3Nx89dVXl7NyKpUqkLoPgqDki+4zq/rVr34VUUSNr3/965ljtOtOIB2x3meffWTvS3520euQ2Sh5tfTErq6u+fPnZ/07HZnrF2ivXr26zN03btzY3Nwc32L58uXFryx4X7xVTY3MCt7XyF33aSLB+5r6qSiGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFqCKTDfoL31bCu0B7RncyVury9QnWVvswvfvGLeOh00aJFJa+4cePG+IKZPV/5yldKXjyVSuVL9QdBkEwmy1k5mtvV1ZVZcLp98MEHRwM06lEgutt8v/32k70v4Qneeuut8fdixIgRJSwVTXnhhRe23377+LJF9rS0tPzoRz+KViutccIJJ8S3mzZtWvGrCd4Xb1VTIzOD9zWVuk+lUoL3NfVTUQwBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAtUQSIf9BO+rYV2hPaLgfSKRaIzs/dlnn50VOm1qanrttddKA1uzZs2BBx6YtWD8Y0dHR2nrh2EYXy3dk0wmK3Ldfbqw+C6JRKK0ms2qEYEoeB8EwX777VcjVdVRGTlf7a9//evlHCHnbfPxt69wz5w5c8qpYd26dfH1BwwYUPyagvfFW9XUyCh4X2upe8H7mvqdKIYAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgSoJpMN+gvdV4q7ENlHwPv3sqh/GvuSSS0aOHHnKKacsW7as/AO1t7dnnSgIgq997WulrdzW1hbPr+br2W233f7whz8Uv1EYhgXuuq9g5D5dUmtra7zy4qs1sgYFMoP3QRDss88+DXzv/Z/+9KfW1tZp06Zdc801b7zxRvmPY/HixfE3YvLkySWvfMMNN8T/4xPfok57Jk6cWLKMiVUTiIL30c9s9uzZVdu98EZuvC/s41sCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBpQIJ31Eryvo0cbT4pW8977l19+efDgwVFEcO7cuffee+97771XMuC//du/RatFjUceeaSEBRctWhStUGRjyJAhxW9UIHWfTCaLX6fIkR//+MfjpyhyrmG1KZAO3g8bNmzIkCHph7vffvs1avb+uOOOi37AiURi0aJFr7/+ejnP5aijjooWjBq33HJLaWs+8sgj8f+WRss2QEPwvrQfRpVnZQXvayd178b7Kv8SbEeAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQE0IpOOFgvc18TCKKyIKi37pS19KP75EInHPPfcUN7vcUccee2w8kjp8+PCS4/cXXHBB1oIDBw7csmVLjwrt7Ow844wzstaJPg4dOrS5uTn6mNX40Y9+VMxeYRhmTYw+JpPJil93//9CjxdffHG0RdR45513iqnWmNoUSAfvR48evWbNmih735D33v/0pz+NfrRRI5FITJ06teT4/YgRI6Kl0o0BAwaU/KCTyWTWapkf582bt2DBgsyeumsL3pf826jmxMzg/ac//elqbt3tXm6875bIAAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEGk0gHSYUvK+j5xoF79M1Z8bve/UUGzdu3HnnnYtJn86dO7f4HH58zQULFvToIGvWrClQ1WGHHZZe7dlnny0wbObMmfk2DcOwwF33vRG5T1fy7rvvRs86qvzqq6/OV6f+2heIgvfpUqPsfRAEjXTv/dlnnx39Ygs0EonEokWLiszhX3nllfGlzj333NIe+tKlS+OrBUGwyy67rF69Or3mN77xjZxj6qVT8L6030aVZ0XB+yrvW8x2gvfFKBlDgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEBDCaQzhIL3dfRQozB2VHMUBO3Ve+/PPPPMaKNiGsOHD+82ft/e3h5f6vrrr4+O1m3j6aef3nXXXeOLpHtmzZq1ZcuWaJGDDz4438ggCF577bVoZNQonLpPJpPRyN5o7LHHHlkFn3HGGb2xkTWrI5AVvG/Ue++bm5uzfrcFPiYSialTp3Ybvz/66KPji7zwwgulPbgdd9wxvloQBJ2dndGCgvcRhUbvCaSD97Nnz+69LUpeWfC+ZDoTCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoV4F0+FDwvo6eXzx4n3npfe9l70eMGJEzqlq4c+TIkaeccsqyZctyCq9YsSI+/Te/+U3OwfHOn//8521tbfEV0j0LFizIukV88+bNM2bMyDd+l112+d3vfpe1S4G77pPJZO9dd58u48QTT8yq9qijjsqq0Mc6EsgK3qdSqYbM3mf9aIv52NzcPG3atGuuueaNN97I+UDHjx+ftc7gwYNzjuy286677spaKv1xzz33zJwreJ+pod1LAvPmzavN1H0qlRK876WHblkCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGpXIB04FLyv3ScUqywevE+lUlXI3j/55JPbbbddzsBqMZ3p+P3777+feaDbbrstPnfTpk2ZY/K1Fy1alEgk4tPTPYsXL845cdu2beeff36+WUOGDFm6dGk0MQzDfCOrkLpPpVIXXHBBVgHjxo2LytOoO4F48D6eva+7Q8ULnj59etbvtviPzc3NOeP3Q4YMyVqk5Hdh7733zloqCIK2traNGzdmnuXWW2/9+yL+4ksFQXDccccVMTV7yB577BFf7cgjj8weV9zns846K/M42rUpsH79+tosTPC+Zp+LwggQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQ6EWBdMxP8D4f8UknnRRPQtZIT7zmqLBEIhH/tiI9v/3tb0eOHBltVFpj+PDhc+fOvffee7/whS9krXDIIYd0W+emTZuOO+64rInRx3Hjxj3//PPdLjJs2LBoSryxbdu2Anfd9/ZF91HxDz30ULy21157LRqgUVigwD/NEIetWk/O1zMKlu+zzz5dXV2Fz1X73/75z38u8JIWSZ1IJKZOnbpo0aLXX389PuXcc88tweGiiy6KLzVhwoQSlkpPif/rGEEQ7LXXXiUsuGHDhnht8+bNK2EpUwiUL+DG+/INrUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQJ0JpGN+gvf5Hlt9Be+je++DILjnnnvyHarM/t/+9rfxdGhpPbvttlvWxG5/imvWrDnwwAOzZkUfDzvssHXr1hVzwGeffXbs2LHRxKxGzqun02OSyWQx61dkzHPPPZdVWBAEv//97yuyeH9YpI6C92vWrJG9j//a0z05n+Odd95Zwm845389yvmvZVdX18CBA7Mqb2lpKaG2VCrV0tKStdSUKVNKW8osAmUKCN6XCWg6AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL1J5DO+HWbdq6/g1Wo4ih439bW9qXa+ItimTmPGGXvE4lEOWnSnItHneVfeh+dIqvx6U9/+k8F/3baaaesKZkft2zZEhXZbWPNmjWTJ0/OnN5tO5lMVuq6+87OzoIH/Z8vn3rqqXhJN91008vV+uuRZ7fg1R+QDmxPnz69Nt7dLw0bNiwIgpw33qdSqYbM3sd/wJXqWbt2bQm/qLa2tqwCyv+nNI488sisNYMgeOqpp0oob8SIEVlLTZw4sYR1TCFQvoDgffmGViBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoM4E0hk/wft8jy0K3v/d3/1dvjFV7o9imQX2zYzfFxhWzldPPvnkdtttFxXzt40pQfDNIPjA33b24qeWlpbFixeXdpzzzz+/yMoqFblfs2ZNzmu3iyyjmsMeeuih0lRrZFY6eH/DDTfUSD277bZbgeB9usjo3vsgCLq6umqk8pLL2LJly/Tp0/P/aBcGwfFBMCj/gLzfTJs27ZprrnnjjTd6VFt8uYsuuqhHK8QHb926Nb7spz71qfjIbnvGjRuXtVTt/J+ebos3oMEEBO8b7IE6DgECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAEC3QukM34TJkz4av/+O/vssw/L9Rdd7V476ccolln46UbD9t5771wn+5++o446qpzHPm/evGiXWOOUIOgKgkVBMDX2VeU7li1bVlij8LfXXnttS0tL4bLKvxY7qmHXXXctvFftfHvuueeW8wup2tx8v/C0ZH0F7zPvvW9ra8t3tMMOO6xXeS+88MJKrf/lL395/PjxeX7VY4JgZRB0BMHcIMi+iz7PlL/pTiQSU6dOff3116P3q3Djbyb/5cM999xTeEox3w4cODBr5WnTphUzMWvMBz6Q/e+VDB8+PGuMjwSqIyB4Xx1nuxAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUEMCWVnBfvtxwoQJhc9ed8H7008/vfCJgiBobm7udkwZA04NgtRf/t9zQXBxGet0M3XcuHHlv1H33XdfgW0GDBiwfPny8ndJpVJ33313gY1q7auDDjqo1koqoZ76Ct6nUqnM7H0J563IlEGDSrmFvqStxwTBn/7yH4p3guCmIDi+hEWam5unTZt2zTXXdPuSxhf/3e9+1+2sbgckk8mslT/4wQ92Oys+4LDDDstap62tLT5MD4EqCAjeVwHZFgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1JzARRdddEa//zv11FMn5vobNmxYOgZZd8H7KL05ZsyYXCf7n75DDz20nCc/e/bsaJdY4+Qg6PzrjfdNsW8r0zFr1qwtW7aU/0aFYXjWWWd1W9Nrr71W8l7btm0rZotua6jygDPPPLOcX0jV5ub7hae56it4397ePmLEiHTlAwcOzHe0iRMn9irvWWedVan158+fP27cuDw/3R2C4A9BsPUvN97/739s84zM2z1x4sQXX3yxyHczvsrSpUuLnFtgWPzG+yOOOKLA+Hxf7bffflkVuvE+n5X+3hYQvO9tYesTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgzgROOumkdAyyvoL35513XrrspqamXhJ/5plntt9++6yM6F8/TgmC7wTBh/76sVf+d8GCBV1dXeWfrsjUfRAEu+yyS8mXYx9/fCn3ePcKXE8Wfeihh8oX7sMVEolEEAT1FbwfOXJk9Ijee++9PtSryNbvv//+iSeeGJ0o1rg8CP6/IBga6+++46CDDrriiitWrlzZozrj637zm9/s0Qrxwe+991582ZNPPjk+stuePfbYI2up2vk/Pd0Wb0CDCQjeN9gDdRwCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiUK1CPwfvM1P3NN99cLkGu+QVT91m50V75OGDAgFx1ldLXo4vohw0b9sADD/R0m//6r//qFYXeX1TwvqfPuvD43XbbLQiCRCKRb1h7e3v0VMeOHZtvWB31F0zdR2ctpVHav7sR3+nwww8v0/OWW26JL3v55ZeXsOxOO+2UtdTuu+9ewjqmEChfQPC+fEMrECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoKEEouD9kCFDLq2NvyiWmRO6Cqn7VCqV/677qLoSGyeeeOJvivj705/+lPP4Pe0Mw7Cnhba0tPRol1//+tfxMG206ezZswsc96GHHopGRo3Fixf/tlp/7777bo8OW2uD0zfez5w5szbe3Uu32267AsH79vb26Lr7sWPHNsZ199HvtuKNdevWlfB7a21tzapkyJAhJayTOWX69OlZawZB8MQTT2SOKbI9YsSIrKUmTpxY5FzDCFRWQPC+sp5WI0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQN0LPPHEE5dffnk6vpuVh+zzj3HcqKSmpqb4txXpqchd94MHDz7++ONvuummM844I6o53Tj00EMrUme3i4RhWOCu+4cffvjZZ58dO3ZsVnnRxxNPPLGjo6PbXQr8cooJ8P/yl7+Mdowaq1ev7nZfA9IC3//+96dMmRLR1Ugj5433jRe5r8hd9/8vdr5w4cIXX3wx/uy+8pWvlPA7P//88+NL7bvvviUslZ6ycOHC+IITJkwoYcGNGzfGl5o7d24JS5lCoHwBwfvyDa1AgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBBhQYNWrUwJr5i5KZWdBVuOu+/NT94MGDb7rppuge9csuuyw6Trqxww47ZJ2rlz6eeeaZWVtHH5PJZHrT119/PeqMNw444IDXXnstX3nbtm0rEOwfOnTosmXL8s2N+n/84x9n7dvc3Pz+++9HAzS6FVi4cGHNvLsD0/8QQ3Nzc1bZ7e3t0YNujIvuy0/dT5w48cUXX4ygmpqaIqJ0Y/r06dG3xTc2bNgQXyoIgjvvvLP4RTJHDh48OKuw//fx4osvzhxTZPvuu++OL3XVVVcVOd0wApUVELyvrKfVCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKDyAlFqNHPp2k/dz5o1a8mSJZs3b84s+yc/+Uk8aJo1JnN8pdphGMb3Tfckk8mHH3442mjGjBn5RgZBsMsuu0QjMxubNm067rjj8k0cN27cc889lzk+X/vCCy/MWmS33XbLN1h/7QvMmTMnCILRo0dnltre3p553X3mV3XaLjN1f8UVV6xcuTLr7MlkMutdGD9+fNaYIj9OmDAha6kgCIYMGdLR0VHkCpnD4ksFQbB169bMMUW2v/zlL8dX+8Mf/lDkdMMIVFZA8L6ynlYjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgcoLxIP3UVbz5ptvrvx+f13x1FNPjTYqppF1uf1fl/mb/12/fn18qRtuuOFvBlX0QxiG+e66z4rcZ2577bXXtrS0xEsNgqC5ufnqq6/OHLzrrrvmHJnunDVrVubgwu0999wza6n58+cXnuLbWhbICt63t7ePGDEi/YjHjh3bAHfdp/ETiUTW77bwx6zL7XM+wenTp8cXeemll3IO7rZz9OjR8dWCIOjq6up2bjTg29/+ds5FmpqaojE9agwbNixrwWQy2aMVDCZQQQHB+wpiWooAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEekUgK3ifedd9r+z310U3bNiQL62aFRY9/vjjb7rppnffffevUwv974477pg1/Zxzzik0oYzvCqTugyDIvOg+vskDDzyQVWfmxwULFqSn/PznP8/sz2ovWLCg+GTv5s2b4wHmH/zgB/Ha9NSLQFbwPkrdB0HQMKn7VCp12mmnZf3y831cuHDhiy++WMzj+9a3vhVf5LzzzitmbnzMXXfdFV8tCIJx48atX78+Pj7e85nPfCbnCkEQHHvssfHx3fa0t7fHF5w0aVK3Ew0g0EsCgve9BGtZAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKiYQGbwPjN136vX3aerv+GGG+LR0KintbV11qxZS5Ys6dFRjz766GiFdONDH/pQj1YofnC+u+6DICjmZumxY8dmlZr5saOjY9GiRfGofHpMS0vL4sWLiy81lUr9+7//e+b66fajjz7ao0UMrimBzOB9ZtB67NixNVVnmcV0+490HHTQQVdcccXKlSuL3yiTK3ovysmlR4tkNQYMGHDppZcWLmz58uVZs6KPgwYN6ujoKDw957eXXXZZtEjUOP/883MO1kmgCgKC91VAtgUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIlCUQBe+rnLpPpVJhGB555JFRKDRqDB48uPgr7rMOH50iWm3QoEFbt27NGlb+xzAMoy2yGslk8pFHHul2izVr1hx44IFZc6OPO+64Y9SON371q191u37WgJxB3LfeeitrmI91JBAF79vb26Pr7seOHdtI192nH8e//uu/xt+CIAgmTpxY5BX38cc6fPjwrDUHDhwYH1ZkT2tra9ZqmR/POuus9vb2rKU6Ozuvuuqq8ePHZ47Mat9xxx1Zs4r8eMghh2QtFQRBj/5tgiI3MoxAkQKC90VCGUaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECfSYQBe/TKc2mpqYql3LBBReUdrl9zjrXr18fj5t+4xvfyDm4tM4wDAvcdV9M5D5z323btsULLtAzZcqU9evXZ65QZLutrS2+bJFzDatNgXTwPnqsDRm5j+RfeOGFgQMHlnC5fbRCVuOqq66K6KLGBz/4waxhxX+87rrronXKb3zkIx8pfuv4yJwFxIfpIVA1AcH7qlHbiAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKFMgM3jc1Nd18880lLlTqNIEn8wAAIABJREFUtI6Ojs2bN5c6O8e8CRMmZIVOywnTxjcokLpPJpPx8d32XHvttS0tLVk15/w4a9asLVu2dLtgzgE5F8w5Ume9CGQF7xvvovusB/HAAw9k9ZTzsaOjI5FIZL0XiURi69atJS972WWXZS1Y8seurq6Sy0ilUjn3LWdBcwmUKSB4Xyag6QQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQ6wJR8L6pqem2227r9f16f4N4MD6RSKxdu7YiO4dhmDPRGgRBMpns6XX3UUkPPPDAsGHD8q0c9ZeTxY0WiRpNTU1RARr1KJAZvB8/fnw9HqFva540aVL0OkSNSy+9tJyq4mH+aOXiG8cff3w5NWzYsCG+V0tLSzlrmkugTAHB+zIBTSdAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBXhdIB+8bKYO9efPmeOj0Ix/5SJmUYRjGI/3RRiVH7jOrev3116MFMxtDhw5dtmxZ5sieth9++OHMBdPtCy64oKfrGF9TAung/dixYxv+rvveY4+/F0FQbkC4s7Nz/vz50b9pknOLfJ0vvPBCmYft6OhoaWmJr3///feXubLpBMoRKPe9KmdvcwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQDECTX/5u/nmm4sZXC9j4qHTRCJRTvGFU/fJZLKcxTPnzpgxI6v4cePGPf/885ljSmh//vOfz1o2CIKnnnqqhKVMqR2BdPBe6r6cJxJ/L7oN3r/55pt/KuLvwQcf7FH2focddvje977X7cKvvPJK4fPOmzcvfqghQ4YUnuVbAr0tIHjf28LWJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFyBQYMGNBgqftUKhXPnXYbpi3sWOCu+2QyWZHr7tMFbNu27fzzz8+sf926dYVr6/bbTZs2DR06NHPNIAjGjRsXhmG3cw2oZYE5c+aMHTu2lius/dqy3ov0xzvvvLNA5TvssEPOWVXr/NnPfpavvK1btw4YMCBeyT/90z/lm6KfQHUEBO+r42wXAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEChd4MEHHyx9cq3OHDx4cDx6+v7775dWbxiG8dXSPZVN3UflXXvtten1Z82aFXWW3IhWyzzF+eefX/KCJtaIwK9+9avOzs4aKaZOy9hvv/0y34t0e+TIkQWOEx9f5Z7Ro0evX78+Z4UzZ86MF9PS0tLR0ZFzvE4CVRMQvK8atY0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMD/CSxfvjyePt1zzz23bdv2f4OKaIVhWOCu+wpedB+vpb29Pd5ZQs/tt98ep5g6dWoJS5lCoCEFJkyYEH9HEonE6tWrs87b3t7e59fdR6Vm1Zb+GH0bNRKJxNtvv51zsE4C1RQQvK+mtr0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMD/CoRhuNdee0XR06ixZMmSHhkVSN0nk8keLdVXgydNmhQdP2rceOONfVWPfQnUmsCDDz4YvRqZjcmTJ2eVOnv27MwBfduOX3r/7W9/O17SCSeckHUKHwn0iYDgfZ+w25QAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECKSuvvrqeAZ10qRJYRgWqROGYXyFdE8ymezV6+6LrLCYYTmPsGXLlmLmGkOgnwjk/PcpguBvksI//elPc75NfdU5Z86czKfzwgsvNDc3x4tx3X2mknYfCvzN69SHddiaAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj0Q4Hvfve78RjqhAkTuqUIw7DAXff1ErlPpVK33HJLXGDkyJHdChhAoL8JxN+UIAiGDBnS0dGRpsg5oG87R48enb73fvr06TkrGTNmTH97js5bswKC9zX7aBRGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAo0vsHnz5pxh1G5PXiB1n0wmu51eIwM2bty48847xwUuvfTSGqlQGQRqR2D48OHxlyUIgv333z+VSt1xxx05v/1Ntf6+//3v5yxgzpw5F198cc6vmpqannrqqdoRVkk/FxC87+c/AMcnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgT4WyJlHXbVqVYGywjDMOSsIgmQyWUfX3Z999tnxgwwbNuytt94qcHxfEeifAvfff3/8fUn3HH744TvssEP821GjRlXTaubMmfEaCvR86lOfqmZ59iJQWEDwvrCPbwkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQO8KLFq0KGcw9e67745vHIZhvrvu6ytyn0qlpkyZEj/4zjvvvHHjxvjB9RAgkBbYc8894y9Ozp4ZM2ZUHy1nJTk7V69eXf3y7EiggIDgfQEcXxEgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgV4X2LZt24EHHhgPpo4YMeLVV1/N3L5A6j4Igjq66D59qPiRgyBYsmRJ5pG1CRDIEli/fv2gQYNyvj6ZnaNGjXrjjTey5lbhY/GX3lehGFsQ6JGA4H2PuAwmQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQKVF3jqqacSiURmaDbdnjJlyvvvvx/tl++u+yAIkslkNKwuGsuXL4+f94gjjgjDsC7qVySBPhS455574q9PVs9tt93WJxWuXbt25MiRWcXEP37mM5/pk/JsSqCAgOB9ARxfESBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBKgl8/vOfj2dTgyC48MIL0xWEYZhzQDp1X1/X3a9bt26nnXaKH+f555+vErdtCNS5QPz1yeyZMWNGH57v5ptvziwm3p46dWoflmdrAvkEBO/zyegnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJVFciXVn3uuecK3HVfX5H7VCq1YMGCeBA3CIJ99tmnqtw2I1DnAnPnzs35KqU7586d2yfnW7p06eDBgwsUtnXr1j4pzKYEuhUQvO+WyAACBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFAlgZxp1WQymbM/fdd9lSqr0DaXX355zrMMHjz497//fYU2sQyBfiGwZMmSnG9T1LnTTjs98cQT1bR4++23o93zNapZj70I9EhA8L5HXAYTIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFeFJg0aVK+tGq8P5lM1t11901NTfGDBEFw3XXX9SKrpQk0nEB7e/sOO+yQ823K6ty4cWN1Tn/llVcOHDgwa/f4x5/97GfVqccuBHoqIHjfUzHjCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBALwrccMMN8ahqvKfuIvf3339/a2tr/CBBELz77ru9CGppAo0okPNVKtA5cODAjo6O3pBYvHjx6NGjC2wd/2rOnDm9UYk1CZQpIHhfJqDpBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgwgKnnXZaPKqa2ZNMJiu8ZS8vd8sttwwYMCDzCFF72LBhvby55Qk0mkB7e3v0BhXfaGlpmTZtWgX/zY5TTjll2LBhxReQOdK99432o2yI8wjeN8RjdAgCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQaCCBbdu2ZSZUs9qtra0VjM5Why2RSGSdIv1x4MCBDz30UHVqsAuBhhE4+eSTc75QRXb+wz/8wzPPPFOyxoYNGxYuXDh27Nhithv2l7/4yNGjR5dcgIkEeklA8L6XYC1LgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKFAjDMJ5TjXpGjRr1+9//vsSlqz4tDMOFCxdGxWc2EonEHXfcUfWKbEigvgWWLFmS+R5F7RkzZixcuDDfP3IRDYsagwYNOuCAA1566aUiOTZu3HjNNdcceeSR0QrdNj7ykY+89957N998c86RRe5rGIGqCQjeV43aRgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoBuBMAzPPPPMnCHVrM65c+d2dHR0s1yffv3rX/96jz32yCo782OfVmdzAnUpkO+u+9tvvz3zPIMHD85816rcbmpqmjlz5nvvvReVNHLkyHgN22+//fr166MxGgT6XEDwvs8fgQIIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgMD/ChSZuk9HWCdPnlz8bdVVJg7DcMCAAfGobdRzwQUXVLkk2xGod4ECd91nHW3r1q0nnHBCIpGI3riqNfbaa6/nnnsuq558l97PmTMna6SPBPpQQPC+D/FtTYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE/k8gDMOehmOHDh3a1dX1f0vURuvVV1899thj850lkUgsWrSoNipVBYF6Ethhhx3ir9WoUaPeeOONnMdYv379zJkz41N6r2ePPfbIWUkqlcpXyZ133plvin4CVRYQvK8yuO0IECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEC2QBiGBe66/+Uvf/mpT32qQFY2kUjMnTs3e9G++PzII48UqDMIgmXLlvVFXfYkUPcC+a67L+ZgnZ2d11xzTVNTU+HXs7Rvhw0b9tnPfraYMvLde1/MXGMIVEFA8L4KyLYgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQJ5BQqn7pPJZCqV2rZt2znnnFM4FvuDH/xgy5Ytebfp5S+eeeaZk08+uXCFY8aM6eUqLE+gMQXa29vzXXdf/IHXr19/xhlnbL/99oXf0+K/PeaYY5588sniC8h3771L73tkaHDvCQje956tlQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQPcCBe66TyaTjzzySLTEiBEjCmdiR48evXDhwnfeeSeaUp3G7Nmzu71M++Mf//i6deuqU49dCDSYQL5/1eL2228v4aS33HLLJz/5yZEjRxb+70m+b/fdd99zzz33pZdeKmHrtWvXxpfdfvvt169fX8JqphCorIDgfWU9rUaAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBHogEIZhPIaa7slK3adSqVWrVh1yyCH5xkf9I0eObG9v70ERpQ4Nw3D58uVHH310tHW+xne+850wDEvdxzwC/VpgyZIlOd+sGTNmlOmyfv36s84666Mf/ejYsWPz/dsZTU1NAwYMGD169Gc/+9nvf//7zz33XJmb5jzLnDlzylzWdALlCwjel29oBQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0GOBMAwL3HWfedF9fOmlS5fmDK/GO88666zly5e///778UVK7lm8ePGRRx7Z3Nwc3y6rp6mp6R//8R83bNhQ8l4mEiCQ9VqlP5Z2130tYK5du3bkyJHxQ7n3vhaeTj+vQfC+n/8AHJ8AAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+kagQOo+mUx2W9PXvva1gQMHxsOrOXuGDRt20kknPfvss11dXd2unHPAW2+9tXTp0q9+9auTJk3KuUW8c//993/88cdzrqaTAIEiBfJdd1/k9NocdvPNN8f/ixEEgXvva/N59Z+qBO/7z7N2UgIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoFYEwDHPmToMgSCaTha+7j87w4osvfuxjH8u3Ts7+7bbb7qijjrruuusee+yx1atXR0vlbGzevPmee+654oorPvOZzyQSiZwL5uscOnRoZ2dnzmV1EiBQpEB7e/sOO+wQf8tGjRpV5Ao1O2zmzJnxcwWB4HPNPrF+UZjfX794zA5JgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjUiEIZhgbvui4zcZ56lq6vrjjvu2HfffXOmWKvcOWDAgBdffDGzPG0CBEoTyHfXfZVf6ipv59L70n4tZlVEQPC+IowWIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECRQkUSN0nk8milsg1qKur65BDDqlyRDZzu4EDB86dO/fll1/OVZ0+AgR6LHDjjTcOGTIk8y3rJ+277rqrx1gmEKiEgOB9JRStQYAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEihAIwzBfdDaZTJZw3X3mnmEYLl269BOf+EQikci3Sy/1X3jhhWvXrs0sRpsAgfIFXnnllY997GO99NrW7LLbb7/9+vXry9ezAoGeCgje91TMeAIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg0GOBMAzz3XVffuQ+ZzW/+c1vzjvvvF7K1ra1tR133HFvv/12zq11EiBQQYFeeotrfNkKAlqKQJECgvdFQhlGgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRKFCiQug+CoMyL7gvXtGrVqh/+8IcnnXTSjjvuWH7OtqWl5YMf/OCDDz64devWwvv6lgCBSgmU/+bW4wrt7e2VArQOgSIFBO+LhDKMAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAiUKJDvrvsgCJLJZImL9nzaT37yk69+9avHHHNMj1K4ra2tBx544He/+93ly5dv3ry559uaQYBAWQI9emEbZvCcOXPKUjOZQM8FBO97bmYGAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoWiAMw3xR2GQy2avX3eercevWrc8///yyZcu+853vnHfeefPnz//c5z43+69/X/ziFxcuXHjVVVfdfvvta9euzbeIfgIEqiPw11ez3/3vyy+/XB1huxBICwje+yUQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIFeEQjDsMBd930Sue+Vc1qUAAECBAjUv4Dgff0/QycgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZoUKJC6TyaTNVmyoggQIECAQD8VELzvpw/esQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgVwXCMAzy/CWTSdfd9yq+xQkQIECAQE8FBO97KmY8AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAoJBCGYYG77kXuC9n5jgABAgQI9JGA4H0fwduWAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBBpRoHDqPplMNuKhnYkAAQIECNS9gOB93T9CByBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB2hEocNd9Mpl03X3tPCmVECBAgACBTAHB+0wNbQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgULpAGIZBnr9kMvnoo4+WvrSZBAgQIECAQG8KCN73pq61CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKB/CIRhWOCue5H7/vErcEoCBAgQqGMBwfs6fnhKJ0CAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIEaESiQuk8mkzVSpDIIECBAgACBfAKC9/lk9BMgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgaIEwjAM8vwlk0nX3ReFaBABAgQIEOhTAcH7PuW3OQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUs0AYhgXuuhe5r+dnq3YCBAgQ6F8Cgvf963k7LQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIH/v737D7K6rvcH/llYQFlbwEywNBG8Uqhws0FsMMchcBslDA24JI4Mk/ZTSrEyRFeMwR21TJOk1CKHe68pldwG0phwtMAyCytvuGlTiqZJSSACsj/Ot/vdO+d++rw/55zP2XP2dGIf+9f7vD+v9+v9/jzeB+uf5y4BAgQIECBAgAABAgSqJVA8dd/U1FStjfQhQIAAAQIE+lpA8L6vhfUnQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYNToMjfum9qavLn7g/OW/dWBAgQIHCQCgjeH6QX67UIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoI8FogI/zc3Nmzdv7uPNtSdAgAABAgSqKSB4X01NvQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECg/wjs379/xowZifS9P3Tff74A3vSgF9i1a9eaNWtuu+225cuXX3vttbfccss3v/nNPXv2HPQv3p9f8Pnnn1+5cmVbW9uSJUuWL1++du3aJ598srOzsz+b9J93F7zvP3ftTQkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgygKJ7H1TU1OVN9COAIGaC6xcufL8888fM2ZMQ0ND4jdrRFHU2Ng4ceLExYsXt7e3V+VoF1544bTYz7nnnluVthmb3HXXXZeU+rniiiuuueaau++++2c/+1nlv3cgdbdVq1ZlPHDflV1xxRXjxo0LbzyKosMPP/z73/9+V1dX5bsnrnvatGk1vvHKX+Eg7iB4fxBfrlcjQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgT4XyGfvm5qa/Ln7Pue2AYE+E3jhhReuvvrqQtHrMI/d0NCwZcuWCo/T3d196KGHxpsPGzaswp5lLZ8/f35895LjhoaGxYsXb968uXcp9BdeeCF1ixEjRuzfv7+sk1ex+Nlnn503b17qweKT48ePf/DBByvcd+jQofGeURTV+MYrPP/BvVwZP4fdAAAgAElEQVTw/uC+X29HgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABArUQ+OUvf1mLbexBgEDfCEydOjURh87+8dRTT+31ob7zne8kNqpxDLvc4H38tBMnTvzpT39a1rtPmDAh3iE+/of84fe2trb4GTKOX3vttbLeOl4cblHjG48fxjghIHifAPGRAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgfwlUEryPoqh3SewXX3xx7NixiSR2jWPYlQTvoygaPHjwqlWrMn5XnnjiicTLxj8OHjx4x44dGVtVqyx+gOzjlpaWzs7OXpzhxRdfDHep8Y334tj9Z4ngff+5a29KgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECCQIlBh8H7u3LkpTYtO3XXXXaNGjfqHx7ArDN73nP+mm24q+q7/+3Dx4sXh+8Znbrvttix9qlXzs5/9LL57WeNly5aVdYzdu3fXyY2Xdez+Vix4399u3PsSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAj8nUDx4P3hhx9+5JFHNjY2Fslmn3zyyd3d3X/XNPahtbW1yNr4oxr//fOqBO+jKPrjH/8Ye92U4YMPPhh/zULjlJV9M7Vy5cpCZzjmmGNmzJgxe/bs888/f+DAgYXK3vve9xY5Wt3eeJEzeyR47ztAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQrwXC4P2b3/zmBQsWtLe3d3R09NDs3bv34YcfHjRoUKEk9mOPPVYIsW5j2KnB+9GjR0+L/Zx++uknn3xyobfumb/ooosKvXvPfOpGYc/iTar1tKOjY/To0eHuURSdfvrp8V1eeumlRYsWNTQ0pBbHKxPjur3xxDl9jAsI3sc1jAkQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPqdQDx4P2vWrO9973udnZ2pCo8//vhRRx2VGsNeunRp6pK/TdZtDDs1D79kyZLwRdrb27/4xS8ef/zxqe8+aNCg5557LlzVM/Pqq682NTWlLkxMdnd3F2pSxfm1a9cm9u35OGvWrPzvWYhv941vfCO1Pl6TGNftjSfO6WNcQPA+rmFMgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQ7wTywfuWlpaSL//4448PHDgwTGJPmjSp0Nq6jWFnD973vFpHR0ehP/9+ww03FHr9b37zmyFX6swjjzxSqEkV588777xw92OOOWb37t2Fdgnroyh67bXXCtXX7Y0XOrD5XC4neO9rQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKAMgTvuuCNMYg8cOLCzszO1S93GsMsN3udyuY6OjrFjx4avf/jhh6e+ey6XS/09BZdeemnYZPjw4fv27SvUp1rz4b5RFL3yyitF+re0tISrLr744kJL6vbGCx3YvOC97wABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACB8gQ2bNgQxrCjKNqxY0dqoy996Utjgp/jjjsubDJs2LDUDn002YvgfS6Xu/LKK8OTF3n91OKnn366oaEhfHTffff10cvm24abRlGJP3b+9a9/PVz1L//yL/meiUHd3njinD7GBUp8CeKlxgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIrFu3LoxhR1FU1l9r37NnT9jknyJ4f99994Unj6Kovb099buRWpzL5U477bTw0cyZM1ObVHEy3LRk8L69vT111a5du7IfrB5uPPtp+2Gl4H0/vHSvTIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgb4S6OzsXLp06Tvf+c4BAwakZhTzk1dfffX27dsrP8eRRx6Z79kzOOKIIypvm73DnDlzEgf4W4CztbU1e4fm5uaww5YtW7J3yOVyv/3tb8MmURTdeOONZfWpevHWrVsvuuii1LP1TL7xjW+syjfhV7/6VWKXuXPnVv11NCTQI3DJJZckvm9RFJ1wwgll+dRDDLt3f/F+06ZN4etHUfS73/0uFLj88svD4gULFuRyuZdffnnQoEHh0y9/+cthn2rNvP766+GOJYP3uVzulFNOCRf+53/+Z/aD1cONZz9tP6wUvO+Hl+6VCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUH2BP//5z21tbW9961vDXGKhmcbGxksvvfS1116r5DQNDQ2J/v0zeH/NNdckHHo+TpgwoRLeStbu3Llz4cKFJX8Fw99+O0BTU9Py5cs7Ojoq2W79+vUJAcH7SjytLSLQ1dU1evToxPctiqILLrigyKrwUT3EsHsXvF+zZk34+lEUhf897+zsPOqoo8LijRs39oCcffbZ4dPJkyeHXNWa2bZtW7hjluD9zJkzw4XLli3LfrB6uPHsp+2HlYL3/fDSvTIBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqLNDa2nrooYeGicQsM+X+jejE0cMt+mHwvru7e8yYMSFFz8wvf/nLBFptPo4dO7bQkVLnp06dWsnBvvKVryTaCt5X4mltEYEf/OAHiS9bz8dbb721yKrwUT3EsHsXvL/kkktCgebm5vAdH3jggbDyzW9+c2dnZ0/xv//7v4cFWWLw4V4ZZ/7rv/4r3HHo0KElly9cuDBcOH/+/JIL8wX1cOP5wxiEAoL3oYkZAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEChP4N3vfncYR8w+8+Mf/7i8/WLV4S79MHj/ox/9KHTIz1xxxRUxsBoNt27dmj9A9sErr7zSu/N1dXW9613vSmwkeN87TKuKC3R3d4dftiiKBgwY8NxzzxVfm3haDzHsXgTvd+7cOXz48MQ/tyiKpk+fnnjBXC53wQUXhJWLFy/OV6Yi9Gnw/s477wyPdMwxx+SPVGjwmc98JlyY+taFOqS+7LBhwwrVm6+xgOB9jcFtR4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYNQoMLgfRRF48aNe/311zPS/PWvf125cuWUKVPCDGQURf0teL9///4RI0akUuQnH3zwwYy2VSlraWnJb13u4POf/3zGM3R2dr788ssPPfTQmDFjUncRvM8oqawsgaamptTv2/33319Wn1wuVw8x7HKD993d3amvH0XR008/nRBYvXp1WHziiScmysKaKIoefvjhRFm1Pl5//fXhjpMnTy7Z/+abbw4XTpgwoeTCfEE93Hj+MAahgOB9aGKGAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBMoTqDx4H0XRjTfeWGTX2267bdy4cc3NzWHuMTHT34L3a9euTQiEH+fPn1/EtrqP7rnnnvAA2WcOOeSQP/zhD0WOdNFFF40dO3bo0KElewreF2H0qHcCr7zySuoXb8qUKb1oWA8x7LKC95s3b37ve9+bKnDOOeeEAtOmTQuLV6xYkagcOXJkWPahD30oUVatj0uXLg23O/3000v2X7lyZbhw7NixJRfmC+rhxvOHMQgFBO9DEzMECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUJ5AoeD9kCFDTj/99AsvvHD58uWf/exn/+3f/i1MLeZnhg0bVmTXJUuW5CuLD/pb8P7cc88tDvK3X2rQ1NT06quvFuGt4qPjjjsu9TwNDQ1nnXXWunXrNm7ceO+991533XWpZVEUXXjhhUXOM3ny5EILE/OC90UYPeqFwIEDB97znvckvmY9Hx999NFeNKwwhr1y5cp3lvlz1VVXJc6ZGryfN2/exv//88ADD9x777133nnn9ddfP27cuNR375ncunVronMulxswYEC4JPzNGp/85CfDsuHDh+/bty/s+YUvfKHMl37n5z//+Xifyy+/PNxu6tSp8ZrU8R133BEuHDVqVGpx6mSFN57a02QVBQTvq4ipFQECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBPqpQDx4f8YZZ3zve9/r7OwsZHHgwIGZM2eG8cUoKhZ5E7wv5JkqGU5Onz69UIfqzodbR1HU3t6eusu9996bWn/NNdek1udyOcH7QjLm+1TgwgsvTP2uRlE0adKk3m1dYQz7qquuKnSkQvMf/OAHE0dNDd4XWl5ofuLEiYm2PR9T61MrTzjhhLD4fe97X1h82WWXhZXFZz70oQ/F+1x66aVhfZb/Qt51113hwrJ+1UuFNx5/C+O+ECj2/0L6Yj89CRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQODgE8gH70ePHp3l7Xbu3BnGFwXv4yZbtmzJIpnL5eKriowHDhyYsWElZX/84x9Tz1Ck5/nnnx8uedvb3lZoieB9IRnzfSfQ3d0dfkt7ZkaNGrV9+/bebV1hDLtOgvdvetObfv/734cCv/jFL0K0IUOGhJW5XG7ZsmVh8aBBg15++eVEfeXB+yuvvDLc68wzz0xsFH68/fbbw4XHHntsWFlopsIbL9TWfLUEBO+rJakPAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIE+q/AmjVr2traVq1atXfv3owKYXxR8D5ukjF4397eHl/VM25qagoni/NmvLWSZV/96lfDrZubm4ssfPTRR8MlRU4reF8E06O+EOju7v7EJz6R+i097LDDfvKTn/R60wpj2PUQvD/22GN/85vfpAqkJuRnzZqVWvz00083NDSEyLfeemuiPrVtuDA+k/iL99ddd138ac94ypQpiY3Cj7fccku4cPz48WFloZkKb7xQW/PVEhC8r5akPgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQhkAYX4yi6NVXXy3U4uGHH24LflpbW8M+RxxxRKEmfTE/Z86c8Aytra3Z92pubg47ZAned3d3H3fcceHaDRs2hJNRFG3dujX7qXpXefTRR4dbf/vb3y7eLVxSJHh/9913B1+Etvnz54dN5s6dW3xfTwmUFPjYxz4WfrV6ZgYPHlxyefGCCmPY/9jg/dFHH93d3V3oBb///e8Xcit3ftu2bfFdKg/er1q1KjzDiSeeGN8ldXz11VeHC88888zU4tTJCm88tafJKgoI3lcRUysCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQyCoQxheLZK0LNd25c2fYp/8E7x955JHw9UeOHNnR0TFy5Mjw0eWXX15Isirzu3fvDjeNouiZZ54p3j91VfEliadr164NmwjeJ5R8LFdg//794feqZ6axsXHt2rXlNkzUVxjD/kcF7ydNmnTnnXfu27cv8Trxjx/84AcL0ZU7f9VVV8U7Vx68/4//+I/wDEcddVR8l9TxRz/60XDhzJkzU4tTJyu88dSeJqsoIHhfRUytCBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQCCrQBhfFLyPm2T5i/cXX3xxfEnPeNGiRblcbtGiReGjo446qrOzM+sNlV/385//PNx06NChXV1dxZuFq6IoKrkq3lPwPq5hXBWBXbt2TZ06NfXL2djYuGbNmsp3qTCGfdNNN40p8+dTn/pU4tjz589Pfcf45JAhQ4444oizzjrrsssuu/vuuxMdwo+7d+8eOnRovEMl49GjR8e3WL58eZkvPebKK6+Md/jJT34SnmfIkCHxmtTx7Nmzw4UhaeranskKb7xIZ4+qIiB4XxVGTQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgPIEwvih4HzcpGbzft2/f8OHD40t6xo899lgul/vpT38aPoqi6IEHHijvnsqpvueee8JNJ06cWLJHuCqKoj/84Q8lF+YLBO/zFAZVEXjppZdOOeWU1G/mIYccsm7duqrsUg8x7NTg/ZIlSyp5wdWrV6fS9XqyksOEa//yl7+kniSsTMy8+93vDhd+5StfSZQV+VgPN17keB4J3vsOECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgECtBdra2sL44sEUvE99u7ImSwbvZ86cGTZctmxZ/i6vvfbasKCpqWn37t35muoOFixYEO44b968kruMGTMmXLhq1aqSC/MFgvd5CoPKBUaNGhV+IXtmjjzyyMr75zvUQwy76sH77du3DxgwoBBg7+b37t2bR6vKIPUYxTu/+OKLqaueffbZ4gvjT+vhxuPnMU4ICN4nQHwkQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgb4V2LFjR+qfaj/iiCPK3Xjnzp1hErIXfcrdN14/Z86c8AyVz5QM3g8aNCixS0NDwzPPPJM/229/+9tEQc/H1atX52uqO5g1a1a448c//vGSu5x66qnhwra2tpIL8wWC93kKgwoFvvvd74bfxp6ZY489tr29vcL+8eX1EMOuevC+0O9VKaSaZf5b3/pW3K3yceqmxduuX78+XNXU1NTV1VV8YfxpPdx4/DzGCQHB+wSIjwQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQtwLnnXdeGF+MomjRokXlbtyfg/eh4bve9a4E4OTJk8Oy97znPYmyan1saWkJt1uyZEnJ/tOmTQsXXn311SUX5gsE7/MUBpUIfOELXyj019rHjx+/ffv2SpqHa+shhl314P2JJ54Y/nP+yEc+sjHbz8iRI8PlM2bMCPUqmQm3iKKos7OzSM+LL744XHXWWWcVWRI+qocbD09lJi8geJ+nMCBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBPhdobGwMs4tRFC1evLgXe1cYvN++ffvjZf78/ve/T5zzH/IX75966qmQcceOHYmz/elPfwrLoig9Wvjkk0+WifH4K6+8Et/xlFNOCbdbsWJFvCZ1/P73vz9ceMkll6QWp04K3qeymMwusGvXrvBLmJ8577zzsrfKXlkPMeyqB+/zaPFBdpNHH300vjA/vuWWW7I3KVl50kkn5TvnB2effXaRhfmy+OA3v/lNkSXho3q48fBUZvIC6f/rmH9sQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEqiXw61//Oh5ZzI/f+ta3/vWvf+3FLhUG7z/96U/nz5BxsGDBgsQ5/yHB+6uuuio8cOJgPR/DskLB+7e//e2pxUUm77vvvvim48aNC4tvvPHGeE3qONXwggsuSC1OnRS8T2UxmVHg2WefPfnkk8Nvb8/Mpz/96a6uroytyiqrhxh2dYP3HR0dqYzZWbq7u8eOHRs2mTRpUvYmJSuXLVsWbhFF0Zo1a1LXbt++PbU+tbjIZD3ceJHjeSR47ztAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABArUQeOqpp0aNGpWaXdy0aVPvTtA/g/fd3d2jR48OJVMNw7Ioin7xi1+ExZUH74877rhwuy9+8YvhXomZefPmhQvnzJmTKCvyUfC+CI5HJQUmTJgQfgN7ZqZMmfLVMn+yp/TrIYZd3eD9hg0bQsmBAweWvIJ4wdKlS8MmURRt27YtXlbJePv27YMGDQp3GTJkyOrVqxOdn3jiieOPPz4sLvRLTBLL4x/r4cbj5zFOCAjeJ0B8JECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIHqCzzzzDNvectbUoOLvcgu5s/XP4P3Dz/8cCjZ3NycZ4kPmpqawuLLLrssXtMzrjx4P378+HCvG264IdwrMXP++eeHCxcsWJAoK/JR8L4IjkclBVJ/Z0T4ncw4c+DAgXDHVatWvTP4ecc73hH2HDhwYFD4PxO/+tWvwraVz1Q3eJ/6SzSmT59e1jn/+7//O2SJomjJkiVl9SlefMEFF6TuEkXRsmXL7rnnno0bN65bt+6cc84ZMGBAauUb3/jGIltUfuNFmnvURwKC930Eqy0BAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI/K/A888/n5pajKLojDPOeO2113otVbfB+9bW1uwv1dzcHPps2bIltcO+ffuGDRsW1l988cWpf5Z74cKFYXEURRs2bEj0rzx4f+aZZ4Z7XXvttYmNwo8tLS3hws985jNhZaEZwftCMuazCNQgeN/a2hp+ycuaKfTfhCwvWKSmisH7b3zjG+EbHXLIIbt27SpygNRHN9xwQ9iqkt/SkrrLNddck7pLlsl3vOMdHR0dqW17Jiu/8SLNPeojAcH7PoLVlgABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgT+R+D5559/29velppjPPXUU3sRyIyz9sPg/be+9a1UzHIn582bF5fM5XKVB+/PPvvs8BhZ/kh1amJ/2bJliRMW+Sh4XwTHo5ICgveJf7lZ/tmGqlOnTk30iaLoAx/4QFhZcua5554LW1U9eN/R0ZG6S8nJYcOGPf3008XfQvC+uE99PhW8r897cSoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgcDAJPPfXUsccemxpinDhx4l/+8pcKX7IfBu9nzJiR6lnu5NChQ3fv3h33rzx4P3v27PAYH//4x+O7pI4nTJgQLrzppptSi1MnBe9TWUxmFBC8T/wD7EXw/rnnnhswYECiTxRF3/72tzPeQqIsbBVF0d69exNlFX6cOHFi6kbFJx955JGS+wrelySqwwLB+zq8FEciQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIDAwSBw2GGHFcounnjiiVV5wwqD95s2bWor82f9+vWJk8+ZMyd8zdbW1kRZkY/Nzc1hhy1btoRLbrnllrCy1zNTp06Nb3HHHXeUidH21FNPxTvcfPPN4WFaWlriNanjwYMHhws3b96cWpw6KXifymIyo4DgfeIfYC+C9+PHj080iaJo4cKFGa8gLEv9z8I555wTVlY409nZuWLFiqampvD8iZmGhoY5c+a89NJLWXYUvM+iVG81gvf1diPOQ4AAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgYNBYM2aNYnIYv7jaaedVvnfuu8xqjB4XxXoWgbvJ02alGesfDBgwICqCOSbrF+/PjzVSSedlC8oNAhXRVG0Y8eOQvXhvOB9aGImu8C//uu/jqjez4EDB8Ktr7/++gp3eOyxx8K2lc98+MMfDg923XXXlds5bDJixIgf/vCH5fbJ18+ZMyfs+aY3vala//OR36hn8MILLxx55JGp/y3qmZw7d27q70NJ9Ml/rPzG860MaiYgeF8zahsRIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECgvwjcfPPNDQ0NqQnGlpaWPXv2VAuivwXvU0krmazWRfT0aW9vDw8zePDg1BxyfOtwVRSVl38UvI97GhMg0AuBjo6OzZs3L1++/LTTTjvhhBNGjx49ZsyYc88994orrrj//vt70dCSfzqB8v6H55/u9RyYAAECBAgQIECAAAECBAgQIECAAAECBO1d2SkAABA5SURBVAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBGos8KlPfSo1R90z+frrr1fxPIL3RaizPKriXeRyuQMHDjQ2Nob7Pvnkk8U3CpcI3hcX85QAAQIEqi4geF91Ug0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECDQTwVeeOGFU045JTVEHUXR0qVLq+7Sr4L3Dz30UGjb2NiYUfXll18Ol3/yk5/MuDxj2aJFi8JdpkyZUmT5q6++Gi4RvC8i5hEBAgQI9IWA4H1fqOpJgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBfifwxBNPHHPMMakJ6iiKbr311r4Q6VfB+4ULF4a8LS0t2WHD5SNHjuzo6MjeoWTlunXrwl0aGhqKLLz77rvDJQMGDCiyJHy0du3asMncuXPDSjMECBAgQCBVQPA+lcUkAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECJQhsGHDhje84Q1h8rln5rDDDiujVzml/Sd4v3fv3ubm5lB49erV2cHC5VEUrV+/PnuHkpX79u1L3aXQwn379p1wwgnhkjPOOKPQktR5wftUFpMECBAgkF1A8D67lUoCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQSBcIg9P5mZNPPnlaOT/Tp09P3eP5559/PPh56KGH8hvlB8OHDw8K/2citW3lk3PmzMlvnR+0trZm75yaqN+yZUu8wznnnJNvnh/Mnj07XlNyPHfu3Pza/ODQQw/dtWtXybXZC/Kd44OGhobLLrvspZdeivc566yz4jX58eGHH75nz554ZXy8bdu28H5vuOGG/PL8YPr06WHl1q1b492MCRAgQIBAj4DgvW8CAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECFQqkI86Vz5oaGhIPc2SJUsqbJ7atvLJGgTv//SnPzU2Noav/53vfKes899///1hkyiK7rrrrrL6FC+eNm1a6i5RFA0cOHDWrFmzZ8+eMWPG6NGjC5UV/7UFkydPLrQwy/zw4cOLn99TAgQIEOifAoL3/fPevTUBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgSqKZAl8JyxRvC+Byr+F++/9KUvhXrDhw/fv39/Wbf4+uuvjxgxImx15plnltWnePETTzwxcODAcJeMM0cffXSRP3efy+UE74v7e0qAAAECvRMQvO+dm1UECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAg8H8CGTPVWcoE73uU4sH7VLcf/vCH/3cBmUebNm1K7bZixYrMPUoXdnR0FPm796kH6Jm89tprS3YXvC9JpIAAAQIEeiEgeN8LNEsIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBA4O8EikSpy30keN8jVjJ439XV9Xd3kO1DV1fXW97ylvBS3v72t2drkLVqz5494S4lZ7J0F7zPoqSGAAECBMoVELwvV0w9AQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECCQFSgaqsxcI3vdY5YP3XV1dqXrJO8j8efHixdVtWGjnj3zkI6kbpU4ecsghX/va1wq1is8L3sc1jAkQIECgWgKC99WS1IcAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL9VyA1St27ScH7Hrd88H7Tpk2pkr3+tj3++OPVbVjkJBs3bjzppJNSt4tPzpw5s729vUif+CPB+7iGMQECBAhUS0DwvlqS+hAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQLpAl1dXdu2bbv//vtXrFjxuc99rq2t7fbbb9++fXt6tVkCBAgQIFBzAcH7mpPbkAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgTqSUDwvp5uw1kIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoOYCgvc1J7chAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECNSTgOB9Pd2GsxAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAzQUE72tObkMCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqCcBwft6ug1nIUCAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIGaCwje15zchgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQTwKC9/V0G85CgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAjUXELyvObkNCRAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQKCeBATv6+k2nIUAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIEai4geF9zchsSIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAQD0JCN7X0204CwECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAjUXEDwvubkNiRAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgACBehIQvK+n23AWAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIEKi5gOB9zcltSIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQL1JCB4X0+34SwECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgUHMBwfuak9uQAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBOpJQPC+nm7DWQgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECg5gKC9zUntyEBAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQI1JOA4H093YazECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgEDNBQTva05uQwIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBCoJwHB+3q6DWchQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAgZoLCN7XnNyGBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIFBPAoL39XQbzkKAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECNRcQvK85uQ0JECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAoJ4EBO/r6TachQABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgRqLiB4X3NyGxIgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIBAPQkI3tfTbTgLAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECBAgQIAAAQIECNRcQPC+5uQ2JECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAIF6EhC8r6fbcBYCBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQIECAAAECBAgQqLmA4H3NyW1IgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAvUkIHhfT7fhLAQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBAgAABAgQIECBQc4H/B0Sl+bvCwT9zAAAAAElFTkSuQmCC)\n", - "\n", - "*Published process topology from Andreasen (2020), Figure 1, CC BY 4.0. The current NeqSim model retains the three separators, recompression train, condensate recycles, cold process, oil export, gas export, and fuel-gas split shown here.*" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "615aed09", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "from typing import Optional\n", - "\n", - "from pydantic import Field, field_validator\n", - "from pydantic.dataclasses import dataclass\n", - "\n", - "\n", - "@dataclass\n", - "class ProcessInput:\n", - " \"\"\"Validated operating conditions for the offshore separation process.\"\"\"\n", - "\n", - " feed_rate: float = Field(gt=0.0, title=\"Feed rate [kmol/h]\")\n", - " molar_composition: list[float] = Field(title=\"Feed composition [mole fraction]\")\n", - " Psep1: float = Field(ge=0.0, le=100.0, title=\"Stage 1 pressure [barg]\")\n", - " Tsep1: float = Field(ge=0.0, le=100.0, title=\"Stage 1 temperature [degC]\")\n", - " Psep2: float = Field(ge=0.0, le=100.0, title=\"Stage 2 pressure [barg]\")\n", - " Tsep2: float = Field(ge=0.0, le=100.0, title=\"Stage 2 temperature [degC]\")\n", - " Psep3: float = Field(ge=0.0, le=100.0, title=\"Stage 3 pressure [barg]\")\n", - " Tsep3: float = Field(ge=0.0, le=100.0, title=\"Stage 3 temperature [degC]\")\n", - " Tscrub1: float = Field(ge=0.0, le=100.0, title=\"LP scrubber temperature [degC]\")\n", - " Tscrub2: float = Field(ge=0.0, le=100.0, title=\"MP scrubber temperature [degC]\")\n", - " Tscrub3: float = Field(ge=0.0, le=100.0, title=\"HP scrubber temperature [degC]\")\n", - " Tscrub4: float = Field(ge=0.0, le=100.0, title=\"Export scrubber temperature [degC]\")\n", - " Pcomp1: float = Field(ge=0.0, le=150.0, title=\"Booster discharge pressure [barg]\")\n", - " Trefig: float = Field(ge=-20.0, le=100.0, title=\"Refrigeration temperature [degC]\")\n", - " P_oil_export: float = Field(ge=0.0, le=200.0, title=\"Oil export pressure [barg]\")\n", - " T_oil_export: float = Field(ge=0.0, le=100.0, title=\"Oil export temperature [degC]\")\n", - " P_gas_export: float = Field(ge=0.0, le=300.0, title=\"Gas export pressure [barg]\")\n", - " T_gas_export: float = Field(ge=0.0, le=100.0, title=\"Gas export temperature [degC]\")\n", - " dP_20_HA_01: float = Field(ge=0.0, le=10.0, title=\"20-HA-01 drop [bar]\")\n", - " dP_20_HA_02: float = Field(ge=0.0, le=10.0, title=\"20-HA-02 drop [bar]\")\n", - " dP_20_HA_03: float = Field(ge=0.0, le=10.0, title=\"20-HA-03 drop [bar]\")\n", - " dP_21_HA_01: float = Field(ge=0.0, le=10.0, title=\"21-HA-01 drop [bar]\")\n", - " dP_23_HA_01: float = Field(ge=0.0, le=10.0, title=\"23-HA-01 drop [bar]\")\n", - " dP_23_HA_02: float = Field(ge=0.0, le=10.0, title=\"23-HA-02 drop [bar]\")\n", - " dP_23_HA_03: float = Field(ge=0.0, le=10.0, title=\"23-HA-03 drop [bar]\")\n", - " dP_24_HA_01: float = Field(ge=0.0, le=10.0, title=\"24-HA-01 drop [bar]\")\n", - " dP_25_HA_01: float = Field(ge=0.0, le=10.0, title=\"25-HA-01 drop [bar]\")\n", - " dP_25_HA_02: float = Field(ge=0.0, le=10.0, title=\"25-HA-02 drop [bar]\")\n", - " dP_27_HA_01: float = Field(ge=0.0, le=10.0, title=\"27-HA-01 drop [bar]\")\n", - "\n", - " @field_validator(\"molar_composition\")\n", - " @classmethod\n", - " def check_molar_composition(cls, values):\n", - " if len(values) != 17:\n", - " raise ValueError(\"The process fluid requires exactly 17 components.\")\n", - " if not np.isclose(sum(values), 1.0, atol=1.0e-10):\n", - " raise ValueError(\"Mole fractions must sum to one.\")\n", - " return values\n", - "\n", - "\n", - "@dataclass\n", - "class ProcessOutput:\n", - " \"\"\"Concise simulation result plus the complete native JSON report.\"\"\"\n", - "\n", - " mass_balance_percent: Optional[float] = None\n", - " results: Optional[dict] = None\n" - ] - }, - { - "cell_type": "markdown", - "id": "b10b2595", - "metadata": {}, - "source": [ - "#### Process object graph\n", - "\n", - "The next cell contains the preserved process factory. It deliberately creates all\n", - "streams and equipment anew so sampling and optimization remain independent." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "b46addc3", - "metadata": {}, - "outputs": [], - "source": [ - "def getprocess():\n", - " \"\"\"\n", - " Create and return a NeqSim oil process object using default or\n", - " the shared well-fluid basis. This function demonstrates the\n", - " general structure of a multi-stage oil and gas separation process\n", - " with scrubbing, compressing, cooling, and pumping steps.\n", - "\n", - " Returns:\n", - " A NeqSim ProcessSystem object representing the oil and gas\n", - " separation process.\n", - " \"\"\"\n", - " # Create a reference fluid (ensure 'wellfluid' is defined or created externally)\n", - " wellstream = neqsim.process.equipment.stream.Stream(\"well stream\", wellfluid.clone())\n", - " wellstream.setTemperature(60.0, \"C\")\n", - " wellstream.setPressure(33.01, \"bara\")\n", - "\n", - " # Heater\n", - " well_stream_cooler = neqsim.process.equipment.heatexchanger.Heater(\"20-HA-01\", wellstream)\n", - "\n", - " # First-stage separator\n", - " first_stage_separator = neqsim.process.equipment.separator.ThreePhaseSeparator(\n", - " \"20-VA-01\", well_stream_cooler.getOutStream()\n", - " )\n", - "\n", - " # Throttling valve from first-stage separator oil out\n", - " oilvalve1 = neqsim.process.equipment.valve.ThrottlingValve(\n", - " \"VLV-100\", first_stage_separator.getOilOutStream()\n", - " )\n", - "\n", - " # Named numerical recycle destinations used by the current Java reference.\n", - " # These Stream objects are convergence utilities, not physical equipment.\n", - " dew_point_liquid_reflux_1 = wellstream.clone()\n", - " dew_point_liquid_reflux_1.setName(\"dew point liquid reflux 1\")\n", - " dew_point_liquid_reflux_1.setFlowRate(10.0, \"kg/hr\")\n", - " dew_point_liquid_reflux_1.setPressure(9.5, \"bara\")\n", - "\n", - " dew_point_liquid_reflux_2 = wellstream.clone()\n", - " dew_point_liquid_reflux_2.setName(\"dew point liquid reflux 2\")\n", - " dew_point_liquid_reflux_2.setFlowRate(10.0, \"kg/hr\")\n", - " dew_point_liquid_reflux_2.setPressure(9.5, \"bara\")\n", - "\n", - " # Mixer for second-stage inlet\n", - " oil_2nd_stage_mixer = neqsim.process.equipment.mixer.Mixer(\"MIX-101\")\n", - " oil_2nd_stage_mixer.addStream(oilvalve1.getOutStream())\n", - " oil_2nd_stage_mixer.addStream(dew_point_liquid_reflux_1)\n", - " oil_2nd_stage_mixer.addStream(dew_point_liquid_reflux_2)\n", - "\n", - " # Heater\n", - " oilHeaterFromFirstStage = neqsim.process.equipment.heatexchanger.Heater(\n", - " \"20-HA-02\", oil_2nd_stage_mixer.getOutStream()\n", - " )\n", - "\n", - " # Second-stage separator\n", - " seccond_stage_separator = neqsim.process.equipment.separator.ThreePhaseSeparator(\n", - " \"20-VA-02\", oilHeaterFromFirstStage.getOutStream()\n", - " )\n", - "\n", - " # Throttling valve from second-stage separator oil out\n", - " oilvalve2 = neqsim.process.equipment.valve.ThrottlingValve(\n", - " \"VLV-102\", seccond_stage_separator.getOilOutStream()\n", - " )\n", - "\n", - " # Reflux from well stream (for demonstration, setFlowRate is trivial)\n", - " oilreflux = wellstream.clone()\n", - " oilreflux.setName(\"third stage reflux\")\n", - " oilreflux.setFlowRate(1e-6, \"kg/hr\")\n", - "\n", - " # Mixer for third-stage inlet\n", - " thirdstageoilmixer = neqsim.process.equipment.mixer.Mixer(\"MIX-102\")\n", - " thirdstageoilmixer.addStream(oilvalve2.getOutStream())\n", - " thirdstageoilmixer.addStream(oilreflux)\n", - "\n", - " # Heater\n", - " oilHeaterFromSeccondStage = neqsim.process.equipment.heatexchanger.Heater(\n", - " \"20-HA-03\", thirdstageoilmixer.getOutletStream()\n", - " )\n", - "\n", - " # Third-stage separator\n", - " third_stage_separator = neqsim.process.equipment.separator.ThreePhaseSeparator(\n", - " \"20-VA-03\", oilHeaterFromSeccondStage.getOutStream()\n", - " )\n", - "\n", - " # Cooler\n", - " firstStageCooler = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"23-HA-03\", third_stage_separator.getGasOutStream()\n", - " )\n", - "\n", - " # Scrubber\n", - " firstStageScrubber = neqsim.process.equipment.separator.Separator(\n", - " \"23-VG-03\", firstStageCooler.getOutStream()\n", - " )\n", - "\n", - " # Pump\n", - " firststagescrubberpump = neqsim.process.equipment.pump.Pump(\n", - " \"23-PA-01\", firstStageScrubber.getLiquidOutStream()\n", - " )\n", - "\n", - " # Recycle\n", - " lp_recycle = neqsim.process.equipment.util.Recycle(\"LP oil recycle\")\n", - " lp_recycle.addStream(firststagescrubberpump.getOutStream())\n", - " lp_recycle.setOutletStream(oilreflux)\n", - " lp_recycle.setTolerance(1e-6)\n", - "\n", - " # First-stage recompressor\n", - " first_stage_recompressor = neqsim.process.equipment.compressor.Compressor(\n", - " \"23-KA-03\", firstStageScrubber.getGasOutStream()\n", - " )\n", - " first_stage_recompressor.setIsentropicEfficiency(0.75)\n", - "\n", - " # Mixer combining first-stage recompressor gas and second-stage separator gas\n", - " firststagegasmixer = neqsim.process.equipment.mixer.Mixer(\"MIX-103\")\n", - " firststagegasmixer.addStream(first_stage_recompressor.getOutStream())\n", - " firststagegasmixer.addStream(seccond_stage_separator.getGasOutStream())\n", - "\n", - " # Second-stage cooler\n", - " seccond_stage_cooler = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"23-HA-02\", firststagegasmixer.getOutStream()\n", - " )\n", - "\n", - " # Second-stage scrubber\n", - " seccond_stage_scrubber = neqsim.process.equipment.separator.Separator(\n", - " \"23-VG-02\", seccond_stage_cooler.getOutStream()\n", - " )\n", - "\n", - " # Add second-stage scrubber liquid to third-stage oil mixer\n", - " thirdstageoilmixer.addStream(seccond_stage_scrubber.getLiquidOutStream())\n", - "\n", - " # Second-stage recompressor\n", - " seccond_stage_recompressor = neqsim.process.equipment.compressor.Compressor(\n", - " \"23-KA-02\", seccond_stage_scrubber.getGasOutStream()\n", - " )\n", - " seccond_stage_recompressor.setIsentropicEfficiency(0.75)\n", - "\n", - " # Mixer combining second-stage recompressor gas and first-stage separator gas\n", - " exportgasmixer = neqsim.process.equipment.mixer.Mixer(\"MIX-100\")\n", - " exportgasmixer.addStream(seccond_stage_recompressor.getOutStream())\n", - " exportgasmixer.addStream(first_stage_separator.getGasOutStream())\n", - "\n", - " # Dew point cooler\n", - " dew_point_cooler = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"23-HA-01\", exportgasmixer.getOutStream()\n", - " )\n", - "\n", - " # Dew point scrubber\n", - " dew_point_scrubber = neqsim.process.equipment.separator.Separator(\n", - " \"23-VG-01\", dew_point_cooler.getOutStream()\n", - " )\n", - "\n", - " # Make the first dew-point liquid return explicit for stable convergence.\n", - " dew_point_recycle_1 = neqsim.process.equipment.util.Recycle(\"dew point recycle 1\")\n", - " dew_point_recycle_1.addStream(dew_point_scrubber.getLiquidOutStream())\n", - " dew_point_recycle_1.setOutletStream(dew_point_liquid_reflux_1)\n", - " dew_point_recycle_1.setTolerance(1e-6)\n", - "\n", - " # First stage export compressor\n", - " first_stage_export_compressor = neqsim.process.equipment.compressor.Compressor(\n", - " \"23-KA-01\", dew_point_scrubber.getGasOutStream()\n", - " )\n", - " first_stage_export_compressor.setIsentropicEfficiency(0.75)\n", - "\n", - " # Cooler after first stage export compressor\n", - " dew_point_cooler2 = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"24-HA-01\", first_stage_export_compressor.getOutStream()\n", - " )\n", - "\n", - " # Scrubber after second dew point cooler\n", - " dew_point_scrubber2 = neqsim.process.equipment.separator.Separator(\n", - " \"24-VG-01\", dew_point_cooler2.getOutStream()\n", - " )\n", - "\n", - " # Make the second dew-point liquid return explicit for stable convergence.\n", - " dew_point_recycle_2 = neqsim.process.equipment.util.Recycle(\"dew point recycle 2\")\n", - " dew_point_recycle_2.addStream(dew_point_scrubber2.getLiquidOutStream())\n", - " dew_point_recycle_2.setOutletStream(dew_point_liquid_reflux_2)\n", - " dew_point_recycle_2.setTolerance(1e-6)\n", - "\n", - " # Gas splitter\n", - " gas_splitter = neqsim.process.equipment.splitter.Splitter(\n", - " \"splitter\", dew_point_scrubber2.getGasOutStream()\n", - " )\n", - " gas_splitter.setSplitNumber(2)\n", - " gas_splitter.setFlowRates([-1, 2966.0], \"kg/hr\") # Example usage\n", - "\n", - " # Fuel gas stream\n", - " fuel_gas = gas_splitter.getSplitStream(1)\n", - " fuel_gas.setName(\"fuel gas\")\n", - "\n", - " # Heat exchanger\n", - " gas_heatexchanger = neqsim.process.equipment.heatexchanger.HeatExchanger(\n", - " \"25-HA-01\", gas_splitter.getSplitStream(0)\n", - " )\n", - " gas_heatexchanger.setGuessOutTemperature(273.15 + 15.0)\n", - " gas_heatexchanger.setUAvalue(800e3)\n", - "\n", - " # Dew point cooler #3\n", - " dew_point_cooler3 = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"25-HA-02\", gas_heatexchanger.getOutStream(0)\n", - " )\n", - "\n", - " # Dew point scrubber #3\n", - " dew_point_scrubber3 = neqsim.process.equipment.separator.Separator(\n", - " \"25-VG-01\", dew_point_cooler3.getOutStream()\n", - " )\n", - "\n", - " # Add dew point scrubber #3 liquid to the export gas mixer\n", - " exportgasmixer.addStream(dew_point_scrubber3.getLiquidOutStream())\n", - "\n", - " # Set feed for the heat exchanger\n", - " gas_heatexchanger.setFeedStream(1, dew_point_scrubber3.getGasOutStream())\n", - "\n", - " # Second-stage export compressor\n", - " seccond_stage_export_compressor = neqsim.process.equipment.compressor.Compressor(\n", - " \"27-KA-01\", gas_heatexchanger.getOutStream(1)\n", - " )\n", - " seccond_stage_export_compressor.setIsentropicEfficiency(0.75)\n", - "\n", - " # Cooler after second-stage export compressor\n", - " export_compressor_cooler = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"27-HA-01\", seccond_stage_export_compressor.getOutStream()\n", - " )\n", - "\n", - " # Final export gas\n", - " export_gas = export_compressor_cooler.getOutStream()\n", - " export_gas.setName(\"export gas\")\n", - "\n", - " # Export oil cooler\n", - " export_oil_cooler = neqsim.process.equipment.heatexchanger.Cooler(\n", - " \"21-HA-01\", third_stage_separator.getOilOutStream()\n", - " )\n", - "\n", - " # Export oil pump\n", - " export_oil_pump = neqsim.process.equipment.pump.Pump(\n", - " \"21-PA-01\", export_oil_cooler.getOutStream()\n", - " )\n", - " export_oil = export_oil_pump.getOutStream()\n", - " export_oil.setName(\"export oil\")\n", - "\n", - " # Create a process system\n", - " oilprocess = neqsim.process.processmodel.ProcessSystem()\n", - " oilprocess.add(wellstream)\n", - " oilprocess.add(well_stream_cooler)\n", - " oilprocess.add(first_stage_separator)\n", - " oilprocess.add(oilvalve1)\n", - " oilprocess.add(dew_point_liquid_reflux_1)\n", - " oilprocess.add(dew_point_liquid_reflux_2)\n", - " oilprocess.add(oil_2nd_stage_mixer)\n", - " oilprocess.add(oilHeaterFromFirstStage)\n", - " oilprocess.add(seccond_stage_separator)\n", - " oilprocess.add(oilvalve2)\n", - " oilprocess.add(oilreflux)\n", - " oilprocess.add(thirdstageoilmixer)\n", - " oilprocess.add(oilHeaterFromSeccondStage)\n", - " oilprocess.add(third_stage_separator)\n", - " oilprocess.add(firstStageCooler)\n", - " oilprocess.add(firstStageScrubber)\n", - " oilprocess.add(firststagescrubberpump)\n", - " oilprocess.add(lp_recycle)\n", - " oilprocess.add(first_stage_recompressor)\n", - " oilprocess.add(firststagegasmixer)\n", - " oilprocess.add(seccond_stage_cooler)\n", - " oilprocess.add(seccond_stage_scrubber)\n", - " oilprocess.add(seccond_stage_recompressor)\n", - " oilprocess.add(exportgasmixer)\n", - " oilprocess.add(dew_point_cooler)\n", - " oilprocess.add(dew_point_scrubber)\n", - " oilprocess.add(dew_point_recycle_1)\n", - " oilprocess.add(first_stage_export_compressor)\n", - " oilprocess.add(dew_point_cooler2)\n", - " oilprocess.add(dew_point_scrubber2)\n", - " oilprocess.add(dew_point_recycle_2)\n", - " oilprocess.add(gas_splitter)\n", - " oilprocess.add(gas_heatexchanger)\n", - " oilprocess.add(dew_point_cooler3)\n", - " oilprocess.add(dew_point_scrubber3)\n", - " oilprocess.add(seccond_stage_export_compressor)\n", - " oilprocess.add(export_compressor_cooler)\n", - " oilprocess.add(export_oil_cooler)\n", - " oilprocess.add(export_oil_pump)\n", - " oilprocess.add(export_gas)\n", - " oilprocess.add(export_oil)\n", - " oilprocess.add(fuel_gas)\n", - "\n", - " return oilprocess\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "537272c8", - "metadata": {}, - "outputs": [], - "source": [ - "def updateinput(process, local_input):\n", - " \"\"\"Apply validated operating conditions without hiding missing-unit errors.\"\"\"\n", - "\n", - " process.getUnit(\"well stream\").setFlowRate(\n", - " local_input.feed_rate * 1.0e3 / 3600.0,\n", - " \"mol/sec\",\n", - " )\n", - " process.getUnit(\"well stream\").getFluid().setMolarComposition(local_input.molar_composition)\n", - " process.getUnit(\"well stream\").setPressure(\n", - " local_input.Psep1 + local_input.dP_20_HA_01,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"well stream\").setTemperature(60.0, \"C\")\n", - "\n", - " process.getUnit(\"20-HA-01\").setOutTemperature(local_input.Tsep1, \"C\")\n", - " process.getUnit(\"20-HA-01\").setOutPressure(local_input.Psep1, \"barg\")\n", - " process.getUnit(\"VLV-100\").setOutletPressure(\n", - " local_input.Psep2 + local_input.dP_20_HA_02,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"20-HA-02\").setOutTemperature(local_input.Tsep2, \"C\")\n", - " process.getUnit(\"20-HA-02\").setOutPressure(local_input.Psep2, \"barg\")\n", - " process.getUnit(\"VLV-102\").setOutletPressure(\n", - " local_input.Psep3 + local_input.dP_20_HA_03,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"20-HA-03\").setOutTemperature(local_input.Tsep3, \"C\")\n", - " process.getUnit(\"20-HA-03\").setOutPressure(local_input.Psep3, \"barg\")\n", - "\n", - " process.getUnit(\"23-HA-03\").setOutTemperature(local_input.Tscrub1, \"C\")\n", - " process.getUnit(\"23-HA-03\").setOutPressure(\n", - " local_input.Psep3 - local_input.dP_23_HA_03,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"23-PA-01\").setPressure(\n", - " local_input.Psep3 + local_input.dP_20_HA_03,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"23-KA-03\").setOutletPressure(local_input.Psep2, \"barg\")\n", - " process.getUnit(\"23-HA-02\").setOutTemperature(local_input.Tscrub2, \"C\")\n", - " process.getUnit(\"23-HA-02\").setOutPressure(\n", - " local_input.Psep2 - local_input.dP_23_HA_02,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"23-KA-02\").setOutletPressure(local_input.Psep1, \"barg\")\n", - "\n", - " process.getUnit(\"23-HA-01\").setOutTemperature(local_input.Tscrub3, \"C\")\n", - " process.getUnit(\"23-HA-01\").setOutPressure(\n", - " local_input.Psep1 - local_input.dP_23_HA_01,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"23-KA-01\").setOutletPressure(local_input.Pcomp1, \"barg\")\n", - " process.getUnit(\"24-HA-01\").setOutTemperature(local_input.Tscrub4, \"C\")\n", - " process.getUnit(\"24-HA-01\").setOutPressure(\n", - " local_input.Pcomp1 - local_input.dP_24_HA_01,\n", - " \"barg\",\n", - " )\n", - "\n", - " process.getUnit(\"25-HA-02\").setOutTemperature(local_input.Trefig, \"C\")\n", - " process.getUnit(\"25-HA-02\").setOutPressure(\n", - " local_input.Pcomp1 - local_input.dP_25_HA_01 - local_input.dP_25_HA_02,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"27-KA-01\").setOutletPressure(\n", - " local_input.P_gas_export,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"27-HA-01\").setOutTemperature(\n", - " local_input.T_gas_export,\n", - " \"C\",\n", - " )\n", - " process.getUnit(\"27-HA-01\").setOutPressure(\n", - " local_input.P_gas_export - local_input.dP_27_HA_01,\n", - " \"barg\",\n", - " )\n", - "\n", - " process.getUnit(\"21-HA-01\").setOutTemperature(\n", - " local_input.T_oil_export,\n", - " \"C\",\n", - " )\n", - " process.getUnit(\"21-HA-01\").setOutPressure(\n", - " local_input.Psep3 - local_input.dP_21_HA_01,\n", - " \"barg\",\n", - " )\n", - " process.getUnit(\"21-PA-01\").setOutletPressure(\n", - " local_input.P_oil_export + 1.01325,\n", - " \"bara\",\n", - " )\n", - "\n", - "\n", - "def process_mass_balance_percent(process):\n", - " feed_mass = process.getUnit(\"well stream\").getFlowRate(\"kg/hr\")\n", - " product_mass = sum(\n", - " process.getUnit(name).getFlowRate(\"kg/hr\")\n", - " for name in (\"fuel gas\", \"export gas\", \"export oil\")\n", - " )\n", - " return 100.0 * (feed_mass - product_mass) / feed_mass\n", - "\n", - "\n", - "def getoutput(process):\n", - " report_text = str(neqsim.process.util.report.Report(process).generateJsonReport())\n", - " return {\n", - " \"results\": json.loads(report_text),\n", - " \"mass_balance_percent\": process_mass_balance_percent(process),\n", - " }\n", - "\n", - "\n", - "def extract_process_metrics(process):\n", - " compressor_names = (\"23-KA-01\", \"23-KA-02\", \"23-KA-03\", \"27-KA-01\")\n", - " compressor_power_kw = sum(process.getUnit(name).getPower(\"kW\") for name in compressor_names)\n", - " pump_power_kw = process.getUnit(\"21-PA-01\").getPower(\"kW\")\n", - " return {\n", - " \"total_power_kw\": compressor_power_kw + pump_power_kw,\n", - " \"oil_export_m3_day\": process.getUnit(\"export oil\").getFlowRate(\"m3/hr\") * 24.0,\n", - " \"gas_export_msm3_day\": process.getUnit(\"export gas\").getFlowRate(\"MSm3/day\"),\n", - " \"mass_balance_percent\": process_mass_balance_percent(process),\n", - " }\n", - "\n", - "\n", - "def run_simulation(process, input_params, timeout_seconds=120, runAsThread=False):\n", - " validated_input = ProcessInput(**input_params)\n", - " updateinput(process, validated_input)\n", - "\n", - " if runAsThread:\n", - " return process.runAsThread(), process\n", - "\n", - " calculation_thread = process.runAsThread()\n", - " calculation_thread.join(timeout_seconds * 1000)\n", - " if calculation_thread.isAlive():\n", - " calculation_thread.interrupt()\n", - " calculation_thread.join()\n", - " raise TimeoutError(f\"Process calculation exceeded {timeout_seconds} seconds.\")\n", - "\n", - " return ProcessOutput(**getoutput(process))\n" - ] - }, - { - "cell_type": "markdown", - "id": "aaf1d180", - "metadata": {}, - "source": [ - "### Process factory and operating-condition contract\n", - "\n", - "The factory creates a fresh object graph for every independent case. This prevents warm recycle\n", - "states or mutable stream objects from leaking between samples. The input updater intentionally\n", - "fails if a named unit is absent. It also corrects three previously hidden pressure-drop mappings:\n", - "`23-HA-03`, `25-HA-02`, and the final gas export cooler now use their own specified pressure drops\n", - "and the gas-export pressure rather than unrelated fields." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "34a797c6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Model checkValue
0Required named units14
1Missing units0
\n", - "
" - ], - "text/plain": [ - " Model check Value\n", - "0 Required named units 14\n", - "1 Missing units 0" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "process1 = getprocess()\n", - "required_units = [\n", - " \"well stream\",\n", - " \"20-VA-01\",\n", - " \"20-VA-02\",\n", - " \"20-VA-03\",\n", - " \"23-KA-03\",\n", - " \"23-KA-02\",\n", - " \"23-KA-01\",\n", - " \"27-KA-01\",\n", - " \"LP oil recycle\",\n", - " \"dew point recycle 1\",\n", - " \"dew point recycle 2\",\n", - " \"export gas\",\n", - " \"export oil\",\n", - " \"fuel gas\",\n", - "]\n", - "missing_units = [name for name in required_units if process1.getUnit(name) is None]\n", - "assert not missing_units, f\"Missing process units: {missing_units}\"\n", - "\n", - "pd.DataFrame(\n", - " {\n", - " \"Model check\": [\"Required named units\", \"Missing units\"],\n", - " \"Value\": [len(required_units), len(missing_units)],\n", - " }\n", - ")\n" - ] - }, - { - "cell_type": "markdown", - "id": "e5356986", - "metadata": {}, - "source": [ - "### Base operating case\n", - "\n", - "The base case preserves the original feed rate and operating conditions. Gauge pressures are\n", - "converted by the NeqSim unit-aware setters. Every later scenario begins from this dictionary and\n", - "changes only the explicitly sampled or optimized fields." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b826d7aa", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Base case completed in 3.90 s\n" - ] - }, - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
total_power_kwoil_export_m3_daygas_export_msm3_daymass_balance_percent
010431.53410219130.5424432.9007480.000076
\n", - "
" - ], - "text/plain": [ - " total_power_kw oil_export_m3_day gas_export_msm3_day mass_balance_percent\n", - "0 10431.534102 19130.542443 2.900748 0.000076" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import time\n", - "\n", - "inputparam = {\n", - " \"feed_rate\": 8000.0,\n", - " \"molar_composition\": list(wellfluid.getMolarComposition()),\n", - " \"Tsep1\": 70.0,\n", - " \"Psep1\": 31.5,\n", - " \"Psep2\": 8.0,\n", - " \"Psep3\": 1.5,\n", - " \"Tsep2\": 68.2,\n", - " \"Tsep3\": 65.0,\n", - " \"Tscrub1\": 32.0,\n", - " \"Tscrub2\": 32.0,\n", - " \"Tscrub3\": 32.0,\n", - " \"Tscrub4\": 30.0,\n", - " \"Pcomp1\": 90.0,\n", - " \"Trefig\": 10.0,\n", - " \"P_oil_export\": 60.0,\n", - " \"T_oil_export\": 48.5,\n", - " \"P_gas_export\": 188.6,\n", - " \"T_gas_export\": 40.0,\n", - " \"dP_20_HA_01\": 0.5,\n", - " \"dP_20_HA_02\": 0.5,\n", - " \"dP_20_HA_03\": 0.5,\n", - " \"dP_21_HA_01\": 0.5,\n", - " \"dP_23_HA_01\": 0.3,\n", - " \"dP_23_HA_02\": 1.0,\n", - " \"dP_23_HA_03\": 1.0,\n", - " \"dP_24_HA_01\": 1.0,\n", - " \"dP_25_HA_01\": 0.5,\n", - " \"dP_25_HA_02\": 0.5,\n", - " \"dP_27_HA_01\": 0.0,\n", - "}\n", - "\n", - "base_start = time.perf_counter()\n", - "results = run_simulation(process=process1, input_params=inputparam)\n", - "time_for_one_process_sim = time.perf_counter() - base_start\n", - "base_metrics = extract_process_metrics(process1)\n", - "\n", - "assert results is not None\n", - "assert abs(results.mass_balance_percent) < 1.0e-2\n", - "print(f\"Base case completed in {time_for_one_process_sim:.2f} s\")\n", - "pd.DataFrame([base_metrics]).round(6)\n" - ] - }, - { - "cell_type": "markdown", - "id": "7fb3a2c7", - "metadata": {}, - "source": [ - "The base case converges with a small overall mass residual. Subsequent tables reuse the\n", - "solved object and do not trigger hidden reruns." - ] - }, - { - "cell_type": "markdown", - "id": "db0f6507", - "metadata": {}, - "source": [ - "### Fresh model-generated PFD and P&ID review workflow\n", - "\n", - "The solved `process1` object is the single canonical plant for both profiles. The PFD reports\n", - "process topology, operating results, stream identities, balances, and area/sheet structure. The\n", - "distinct P&ID is a **review-required teaching proposal** that adds explicit nozzles, valves,\n", - "reducers, instruments, control signals, and declared isolation/drain/vent/relief interfaces from\n", - "source-linked engineering registers.\n", - "\n", - "The earlier embedded illustration and preserved Graphviz output remain historical context; neither\n", - "is acceptance evidence. To match the accepted reusable Java reference, `getprocess()` now names its\n", - "three numerical recycle utilities and uses two named placeholder streams as their convergence\n", - "destinations. This makes the existing liquid returns explicit without adding physical process\n", - "equipment. The illustrated `24-VB-01` is absent from `getprocess()` and is not created.\n", - "Missing line classes, piping specifications, design pressure/temperature, materials, valve failure\n", - "positions, instrument ranges, alarm/trip set points, hazardous-area data, relief sizing/disposal,\n", - "drain/vent destinations, revision approvals, and accountable discipline sign-off remain explicit\n", - "project metadata gaps. Therefore these outputs claim neither completed safety design nor ISO 10628\n", - "or ANSI/ISA-5.1 conformance, certification, construction fitness, or engineering approval.\n", - "\n", - "An independently reconstructed and solved plant must regenerate every delivered byte identically.\n", - "The renderer's completed-scene diagnostics are retained as a fail-visible review gate: warnings\n", - "block visual acceptance and publication approval, but do not prevent this teaching proposal from\n", - "showing the exact generated sheets and their accountable defect inventory.\n", - "Native DEXPI 2.0 Plant/Process outputs and the separately labelled Proteus 4.1 compatibility\n", - "companion are intentionally distinct; schema checks are not named-CAE round-trip qualification." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "0a84a3a9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
ProfileA1 SVG sheetsRenderer warningsRenderer errorsVisual acceptanceStable regenerationPDF SHA-256
0PFD4140BLOCKED — REVIEW REQUIREDTruea8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6d...
1PID44130BLOCKED — REVIEW REQUIREDTrueff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c...
\n", - "
" - ], - "text/plain": [ - " Profile ... PDF SHA-256\n", - "0 PFD ... a8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6d...\n", - "1 PID ... ff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c...\n", - "\n", - "[2 rows x 7 columns]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import collections\n", - "import json\n", - "from IPython.display import FileLink, Markdown, SVG, display\n", - "\n", - "diagram_output_directory = Path(\"comparesimulations2-engineering-diagrams-v1\")\n", - "if diagram_output_directory.exists():\n", - " raise RuntimeError(\n", - " f\"Clean execution requires a new output directory: {diagram_output_directory.resolve()}\"\n", - " )\n", - "\n", - "ReferenceWorkflow = jpype.JClass(\n", - " \"neqsim.process.examples.Comparesimulations2EngineeringDiagramReference\"\n", - ")\n", - "JavaPaths = jpype.JClass(\"java.nio.file.Paths\")\n", - "diagram_report = ReferenceWorkflow.deliver(\n", - " process1,\n", - " JavaPaths.get(str(diagram_output_directory.resolve())),\n", - ")\n", - "dual_profile_manifest = json.loads(str(diagram_report.toJson()))\n", - "\n", - "assert process1.getUnit(\"24-VB-01\") is None\n", - "assert dual_profile_manifest[\"pfdContentProfile\"] == \"PFD\"\n", - "assert dual_profile_manifest[\"pidContentProfile\"] == \"PID\"\n", - "assert dual_profile_manifest[\"pfdDexpiInformationModel\"] == \"DEXPI_2_0_PROCESS\"\n", - "assert dual_profile_manifest[\"pidNativeDexpiInformationModel\"] == \"DEXPI_2_0_PLANT_P_ID\"\n", - "assert dual_profile_manifest[\"pidProteusCompatibilityProfile\"] == \"PROTEUS_4_1\"\n", - "\n", - "# Reconstruct and solve the canonical plant independently, then require every\n", - "# generated byte (including manifests, SVG, PDF, and exchange companions) to match.\n", - "repeat_output_directory = Path(\"comparesimulations2-engineering-diagrams-repeat\")\n", - "if repeat_output_directory.exists():\n", - " raise RuntimeError(\n", - " f\"Clean execution requires a new output directory: {repeat_output_directory.resolve()}\"\n", - " )\n", - "repeat_process = getprocess()\n", - "repeat_result = run_simulation(repeat_process, inputparam)\n", - "assert abs(repeat_result.mass_balance_percent) < 1.0e-2\n", - "assert repeat_process.getUnit(\"24-VB-01\") is None\n", - "ReferenceWorkflow.deliver(\n", - " repeat_process,\n", - " JavaPaths.get(str(repeat_output_directory.resolve())),\n", - ")\n", - "\n", - "\n", - "def artifact_hashes(root):\n", - " return {\n", - " str(path.relative_to(root)): hashlib.sha256(path.read_bytes()).hexdigest()\n", - " for path in sorted(root.rglob(\"*\"))\n", - " if path.is_file()\n", - " }\n", - "\n", - "\n", - "primary_artifact_hashes = artifact_hashes(diagram_output_directory)\n", - "repeat_artifact_hashes = artifact_hashes(repeat_output_directory)\n", - "assert primary_artifact_hashes == repeat_artifact_hashes\n", - "\n", - "\n", - "def collect_diagnostics(value):\n", - " rows = []\n", - " if isinstance(value, dict):\n", - " if \"severity\" in value and \"code\" in value:\n", - " rows.append(value)\n", - " for nested in value.values():\n", - " rows.extend(collect_diagnostics(nested))\n", - " elif isinstance(value, list):\n", - " for nested in value:\n", - " rows.extend(collect_diagnostics(nested))\n", - " return rows\n", - "\n", - "\n", - "profile_rows = []\n", - "profile_fingerprints = {}\n", - "expected_warning_counts = {\"pfd\": 14, \"pid\": 413}\n", - "for profile in (\"pfd\", \"pid\"):\n", - " profile_directory = diagram_output_directory / profile\n", - " manifest_path = profile_directory / \"delivery-manifest.json\"\n", - " profile_manifest = json.loads(manifest_path.read_text())\n", - " renderer_diagnostics = [\n", - " row\n", - " for row in collect_diagnostics(profile_manifest)\n", - " if str(row[\"code\"]).startswith(\"DIAGRAM_RENDER_\")\n", - " ]\n", - " severity_counts = collections.Counter(row[\"severity\"] for row in renderer_diagnostics)\n", - " assert severity_counts[\"ERROR\"] == 0\n", - " assert severity_counts[\"WARNING\"] == expected_warning_counts[profile]\n", - " svg_pages = sorted((profile_directory / \"svg\").glob(\"*.svg\"))\n", - " assert len(svg_pages) == 4\n", - " assert (profile_directory / \"drawing-set.pdf\").is_file()\n", - " profile_fingerprints[profile] = profile_manifest[\"sourceGraphFingerprint\"]\n", - " profile_rows.append(\n", - " {\n", - " \"Profile\": profile.upper(),\n", - " \"A1 SVG sheets\": len(svg_pages),\n", - " \"Renderer warnings\": severity_counts[\"WARNING\"],\n", - " \"Renderer errors\": severity_counts[\"ERROR\"],\n", - " \"Visual acceptance\": (\n", - " \"PASS\" if severity_counts[\"WARNING\"] == 0 else \"BLOCKED — REVIEW REQUIRED\"\n", - " ),\n", - " \"Stable regeneration\": primary_artifact_hashes == repeat_artifact_hashes,\n", - " \"PDF SHA-256\": next(\n", - " row[\"sha256\"]\n", - " for row in profile_manifest[\"artifacts\"]\n", - " if row[\"relativePath\"] == \"drawing-set.pdf\"\n", - " ),\n", - " }\n", - " )\n", - "\n", - "assert profile_fingerprints[\"pfd\"] == profile_fingerprints[\"pid\"]\n", - "diagram_acceptance_table = pd.DataFrame(profile_rows)\n", - "diagram_acceptance_table" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "843b6100", - "metadata": {}, - "outputs": [ - { - "data": { - "text/markdown": [ - "## Fresh PFD review set — four A1 sheets" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf
" - ], - "text/plain": [ - "/workspace/scratch/93e2db7bed40/NeqSim-Colab/comparesimulations2-engineering-diagrams-v1/pfd/drawing-set.pdf" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PFD sheet 1: `sheet-pfd-andreasen-001-andreasen-separation-compression-process-system-2f2092b7d75c.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:andreasen-separation-compression-process-system\n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " PFD / A1_LANDSCAPE\n", - " CONTROLLED SHEET INDEX - NOT PROCESS CONNECTIVITY\n", - " \n", - " SHEET 4 - Fuel split and gas export compression\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 23-KA-01\n", - " 24-HA-01\n", - " 24-VG-01\n", - " 25-HA-01\n", - " 25-HA-02\n", - " 25-VG-01\n", - " 27-HA-01\n", - " 27-KA-01\n", - " dew point recycle 2\n", - " splitter\n", - " 10 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " SHEET 3 - Flash-gas recompression and dew point\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 23-HA-01\n", - " 23-HA-02\n", - " 23-HA-03\n", - " 23-KA-02\n", - " 23-KA-03\n", - " 23-PA-01\n", - " 23-VG-01\n", - " 23-VG-02\n", - " 23-VG-03\n", - " LP oil recycle\n", - " MIX-100\n", - " MIX-103\n", - " dew point recycle 1\n", - " 13 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " SHEET 2 - Three-stage separation and oil export\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 20-HA-01\n", - " 20-HA-02\n", - " 20-HA-03\n", - " 20-VA-01\n", - " 20-VA-02\n", - " 20-VA-03\n", - " 21-HA-01\n", - " 21-PA-01\n", - " MIX-101\n", - " MIX-102\n", - " VLV-100\n", - " VLV-102\n", - " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " DRAWING PFD-ANDREASEN-001\n", - " SHEET 1 - Process system\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PFD sheet 2: `sheet-pfd-andreasen-001-export-aacfac77a522.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:export\n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " 23-KA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " 25-HA-01_Sout1\n", - " \n", - " \n", - " 25-HA-01_Sout2\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " 27-KA-01 out stream\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " Split Stream_0\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " dew point liquid reflux 2 TO SHEET 2\n", - " \n", - " liquidOutStream TO SHEET 3\n", - " \n", - " gasOutStream FROM SHEET 3\n", - " \n", - " 23-KA-01\n", - " COMPRESSOR\n", - " \n", - " \n", - " \n", - " 24-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 24-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 25-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 25-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 25-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 27-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " 27-KA-01\n", - " COMPRESSOR\n", - " \n", - " R\n", - " dew point recycle 2\n", - " RECYCLE\n", - " \n", - " splitter\n", - " SPLITTER\n", - " \n", - " export gas\n", - " LINE\n", - " \n", - " fuel gas\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " DRAWING PFD-ANDREASEN-001\n", - " SHEET 4 - Fuel split and gas export compression\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PFD sheet 3: `sheet-pfd-andreasen-001-recompression-4a1fda4475b1.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:recompression\n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " 23-KA-02 out stream\n", - " \n", - " \n", - " 23-KA-03 out stream\n", - " \n", - " \n", - " 23-PA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-100 mixed stream\n", - " \n", - " \n", - " MIX-103 mixed stream\n", - " \n", - " dew point liquid reflux 1 TO SHEET 2\n", - " \n", - " third stage reflux TO SHEET 2\n", - " \n", - " liquidOutStream TO SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " liquidOutStream FROM SHEET 4\n", - " \n", - " gasOutStream TO SHEET 4\n", - " \n", - " \n", - " \n", - " 23-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-03\n", - " HEAT EXCHANGER\n", - " \n", - " 23-KA-02\n", - " COMPRESSOR\n", - " \n", - " 23-KA-03\n", - " COMPRESSOR\n", - " \n", - " 23-PA-01\n", - " PUMP\n", - " \n", - " \n", - " 23-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " 23-VG-02\n", - " SEPARATOR\n", - " \n", - " \n", - " 23-VG-03\n", - " SEPARATOR\n", - " \n", - " R\n", - " dew point recycle 1\n", - " RECYCLE\n", - " \n", - " R\n", - " LP oil recycle\n", - " RECYCLE\n", - " \n", - " MIX-100\n", - " MIXER\n", - " \n", - " MIX-103\n", - " MIXER\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " DRAWING PFD-ANDREASEN-001\n", - " SHEET 3 - Flash-gas recompression and dew point\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PFD sheet 4: `sheet-pfd-andreasen-001-separation-dbe20beb7f27.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — PFD - sheet:pfd-andreasen-001:separation\n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " PFD / A1_LANDSCAPE\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-101 mixed stream\n", - " \n", - " \n", - " MIX-102 mixed stream\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " VLV-100 out stream\n", - " \n", - " \n", - " VLV-102 out stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 3\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 4\n", - " \n", - " third stage reflux FROM SHEET 3\n", - " \n", - " liquidOutStream FROM SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " \n", - " \n", - " 20-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-03\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 20-VA-01\n", - " SEPARATOR\n", - " \n", - " \n", - " 20-VA-02\n", - " SEPARATOR\n", - " \n", - " \n", - " 20-VA-03\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 21-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " 21-PA-01\n", - " PUMP\n", - " \n", - " MIX-101\n", - " MIXER\n", - " \n", - " MIX-102\n", - " MIXER\n", - " \n", - " \n", - " VLV-100\n", - " VALVE\n", - " \n", - " \n", - " VLV-102\n", - " VALVE\n", - " \n", - " dew point liquid reflux 1\n", - " LINE\n", - " \n", - " dew point liquid reflux 2\n", - " LINE\n", - " \n", - " export oil\n", - " LINE\n", - " \n", - " third stage reflux\n", - " LINE\n", - " \n", - " well stream\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — PFD\n", - " DRAWING PFD-ANDREASEN-001\n", - " SHEET 2 - Three-stage separation and oil export\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "## Fresh PID review set — four A1 sheets" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf
" - ], - "text/plain": [ - "/workspace/scratch/93e2db7bed40/NeqSim-Colab/comparesimulations2-engineering-diagrams-v1/pid/drawing-set.pdf" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PID sheet 1: `sheet-pid-andreasen-001-andreasen-separation-compression-process-system-a7eb8354abad.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:andreasen-separation-compression-process-system\n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " PID / A1_LANDSCAPE\n", - " CONTROLLED SHEET INDEX - NOT PROCESS CONNECTIVITY\n", - " \n", - " SHEET 4 - Fuel split and gas export compression\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 23-KA-01\n", - " 24-HA-01\n", - " 24-VG-01\n", - " 25-HA-01\n", - " 25-HA-02\n", - " 25-VG-01\n", - " 27-HA-01\n", - " 27-KA-01\n", - " dew point recycle 2\n", - " splitter\n", - " 10 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " SHEET 3 - Flash-gas recompression and dew point\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 23-HA-01\n", - " 23-HA-02\n", - " 23-HA-03\n", - " 23-KA-02\n", - " 23-KA-03\n", - " 23-PA-01\n", - " 23-VG-01\n", - " 23-VG-02\n", - " 23-VG-03\n", - " LP oil recycle\n", - " MIX-100\n", - " MIX-103\n", - " dew point recycle 1\n", - " 13 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " \n", - " SHEET 2 - Three-stage separation and oil export\n", - " PROPOSED CONTROLLED LAYOUT INDEX\n", - " 20-HA-01\n", - " 20-HA-02\n", - " 20-HA-03\n", - " 20-VA-01\n", - " 20-VA-02\n", - " 20-VA-03\n", - " 21-HA-01\n", - " 21-PA-01\n", - " MIX-101\n", - " MIX-102\n", - " VLV-100\n", - " VLV-102\n", - " 12 CANONICAL EQUIPMENT OBJECTS - SEE REFERENCED SHEET\n", - " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " DRAWING PID-ANDREASEN-001\n", - " SHEET 1 - Process system\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PID sheet 2: `sheet-pid-andreasen-001-export-4e83a56f46ef.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:export\n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " 23-KA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " 25-HA-01_Sout1\n", - " \n", - " \n", - " 25-HA-01_Sout2\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " export gas\n", - " \n", - " \n", - " 27-KA-01 out stream\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " Split Stream_0\n", - " \n", - " \n", - " fuel gas\n", - " \n", - " dew point liquid reflux 2 TO SHEET 2\n", - " \n", - " liquidOutStream TO SHEET 3\n", - " \n", - " gasOutStream FROM SHEET 3\n", - " \n", - " 23-KA-01\n", - " COMPRESSOR\n", - " \n", - " \n", - " \n", - " 24-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 24-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 25-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 25-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 25-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 27-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " 27-KA-01\n", - " COMPRESSOR\n", - " \n", - " R\n", - " dew point recycle 2\n", - " RECYCLE\n", - " \n", - " splitter\n", - " SPLITTER\n", - " \n", - " export gas\n", - " LINE\n", - " \n", - " fuel gas\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", - " \n", - " \n", - " 00-NZ-063\n", - " \n", - " \n", - " 00-NZ-064\n", - " \n", - " \n", - " 00-ESD-003\n", - " \n", - " \n", - " 00-FIC-004\n", - " \n", - " \n", - " 00-FT-010\n", - " \n", - " \n", - " 00-PSHH-009\n", - " \n", - " \n", - " 00-PSLL-004\n", - " \n", - " \n", - " 00-PT-024\n", - " \n", - " \n", - " 00-PT-025\n", - " \n", - " \n", - " 00-PT-026\n", - " \n", - " \n", - " 00-PT-027\n", - " \n", - " \n", - " 00-TSHH-009\n", - " \n", - " \n", - " 00-TT-023\n", - " \n", - " \n", - " 00-TT-024\n", - " \n", - " \n", - " 00-VSHH-003\n", - " \n", - " \n", - " \n", - " 00-ASCV-003\n", - " \n", - " \n", - " \n", - " 00-BDV-009\n", - " \n", - " \n", - " \n", - " 00-ESDV-017\n", - " \n", - " \n", - " \n", - " 00-ESDV-018\n", - " \n", - " \n", - " \n", - " 00-NRV-004\n", - " \n", - " \n", - " 00-NZ-065\n", - " \n", - " \n", - " 00-NZ-066\n", - " \n", - " \n", - " 00-FSLL-007\n", - " \n", - " \n", - " 00-FT-011\n", - " \n", - " \n", - " 00-TIC-007\n", - " \n", - " \n", - " 00-TSHH-010\n", - " \n", - " \n", - " 00-TT-025\n", - " \n", - " \n", - " 00-TT-026\n", - " \n", - " \n", - " \n", - " 00-SDV-007\n", - " \n", - " \n", - " \n", - " 00-TCV-007\n", - " \n", - " \n", - " 00-DV-008\n", - " \n", - " \n", - " 00-VV-008\n", - " \n", - " \n", - " 00-NZ-067\n", - " \n", - " \n", - " 00-NZ-068\n", - " \n", - " \n", - " 00-NZ-069\n", - " \n", - " \n", - " 00-LIC-007\n", - " \n", - " \n", - " 00-LSHH-007\n", - " \n", - " \n", - " 00-LSLL-007\n", - " \n", - " \n", - " 00-LT-019\n", - " \n", - " \n", - " 00-LT-020\n", - " \n", - " \n", - " 00-LT-021\n", - " \n", - " \n", - " 00-PIC-007\n", - " \n", - " \n", - " 00-PSHH-010\n", - " \n", - " \n", - " 00-PT-028\n", - " \n", - " \n", - " 00-PT-029\n", - " \n", - " \n", - " 00-TT-027\n", - " \n", - " \n", - " \n", - " 00-BDV-010\n", - " \n", - " \n", - " \n", - " 00-ESDV-019\n", - " \n", - " \n", - " \n", - " 00-ESDV-020\n", - " \n", - " \n", - " \n", - " 00-LCV-007\n", - " \n", - " \n", - " \n", - " 00-PCV-007\n", - " \n", - " \n", - " \n", - " 00-PSV-007\n", - " \n", - " \n", - " 00-FLARE-007\n", - " \n", - " \n", - " 00-NZ-075\n", - " \n", - " \n", - " 00-NZ-076\n", - " \n", - " \n", - " 00-NZ-077\n", - " \n", - " \n", - " 00-NZ-078\n", - " \n", - " \n", - " 00-FSLL-008\n", - " \n", - " \n", - " 00-FT-012\n", - " \n", - " \n", - " 00-TIC-008\n", - " \n", - " \n", - " 00-TSHH-011\n", - " \n", - " \n", - " 00-TT-028\n", - " \n", - " \n", - " 00-TT-029\n", - " \n", - " \n", - " \n", - " 00-SDV-008\n", - " \n", - " \n", - " \n", - " 00-TCV-008\n", - " \n", - " \n", - " 00-DV-009\n", - " \n", - " \n", - " 00-VV-009\n", - " \n", - " \n", - " 00-NZ-079\n", - " \n", - " \n", - " 00-NZ-080\n", - " \n", - " \n", - " 00-FSLL-009\n", - " \n", - " \n", - " 00-FT-013\n", - " \n", - " \n", - " 00-TIC-009\n", - " \n", - " \n", - " 00-TSHH-012\n", - " \n", - " \n", - " 00-TT-030\n", - " \n", - " \n", - " 00-TT-031\n", - " \n", - " \n", - " \n", - " 00-SDV-009\n", - " \n", - " \n", - " \n", - " 00-TCV-009\n", - " \n", - " \n", - " 00-DV-010\n", - " \n", - " \n", - " 00-VV-010\n", - " \n", - " \n", - " 00-NZ-081\n", - " \n", - " \n", - " 00-NZ-082\n", - " \n", - " \n", - " 00-NZ-083\n", - " \n", - " \n", - " 00-LIC-008\n", - " \n", - " \n", - " 00-LSHH-008\n", - " \n", - " \n", - " 00-LSLL-008\n", - " \n", - " \n", - " 00-LT-022\n", - " \n", - " \n", - " 00-LT-023\n", - " \n", - " \n", - " 00-LT-024\n", - " \n", - " \n", - " 00-PIC-008\n", - " \n", - " \n", - " 00-PSHH-011\n", - " \n", - " \n", - " 00-PT-030\n", - " \n", - " \n", - " 00-PT-031\n", - " \n", - " \n", - " 00-TT-032\n", - " \n", - " \n", - " \n", - " 00-BDV-011\n", - " \n", - " \n", - " \n", - " 00-ESDV-021\n", - " \n", - " \n", - " \n", - " 00-ESDV-022\n", - " \n", - " \n", - " \n", - " 00-LCV-008\n", - " \n", - " \n", - " \n", - " 00-PCV-008\n", - " \n", - " \n", - " \n", - " 00-PSV-008\n", - " \n", - " \n", - " 00-FLARE-008\n", - " \n", - " \n", - " 00-NZ-086\n", - " \n", - " \n", - " 00-NZ-087\n", - " \n", - " \n", - " 00-FSLL-010\n", - " \n", - " \n", - " 00-FT-015\n", - " \n", - " \n", - " 00-TIC-010\n", - " \n", - " \n", - " 00-TSHH-014\n", - " \n", - " \n", - " 00-TT-035\n", - " \n", - " \n", - " 00-TT-036\n", - " \n", - " \n", - " \n", - " 00-SDV-010\n", - " \n", - " \n", - " \n", - " 00-TCV-010\n", - " \n", - " \n", - " 00-DV-011\n", - " \n", - " \n", - " 00-VV-011\n", - " \n", - " \n", - " 00-NZ-084\n", - " \n", - " \n", - " 00-NZ-085\n", - " \n", - " \n", - " 00-ESD-004\n", - " \n", - " \n", - " 00-FIC-005\n", - " \n", - " \n", - " 00-FT-014\n", - " \n", - " \n", - " 00-PSHH-012\n", - " \n", - " \n", - " 00-PSLL-005\n", - " \n", - " \n", - " 00-PT-032\n", - " \n", - " \n", - " 00-PT-033\n", - " \n", - " \n", - " 00-PT-034\n", - " \n", - " \n", - " 00-PT-035\n", - " \n", - " \n", - " 00-TSHH-013\n", - " \n", - " \n", - " 00-TT-033\n", - " \n", - " \n", - " 00-TT-034\n", - " \n", - " \n", - " 00-VSHH-004\n", - " \n", - " \n", - " \n", - " 00-ASCV-004\n", - " \n", - " \n", - " \n", - " 00-BDV-012\n", - " \n", - " \n", - " \n", - " 00-ESDV-023\n", - " \n", - " \n", - " \n", - " 00-ESDV-024\n", - " \n", - " \n", - " \n", - " 00-NRV-005\n", - " \n", - " \n", - " 00-NZ-070\n", - " \n", - " \n", - " 00-NZ-071\n", - " \n", - " \n", - " 00-NZ-072\n", - " \n", - " \n", - " 00-NZ-073\n", - " \n", - " \n", - " 00-NZ-074\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " DRAWING PID-ANDREASEN-001\n", - " SHEET 4 - Fuel split and gas export compression\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PID sheet 3: `sheet-pid-andreasen-001-recompression-14d4ae08cbb7.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:recompression\n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " 23-KA-02 out stream\n", - " \n", - " \n", - " 23-KA-03 out stream\n", - " \n", - " \n", - " 23-PA-01 out stream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-100 mixed stream\n", - " \n", - " \n", - " MIX-103 mixed stream\n", - " \n", - " dew point liquid reflux 1 TO SHEET 2\n", - " \n", - " third stage reflux TO SHEET 2\n", - " \n", - " liquidOutStream TO SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " gasOutStream FROM SHEET 2\n", - " \n", - " liquidOutStream FROM SHEET 4\n", - " \n", - " gasOutStream TO SHEET 4\n", - " \n", - " \n", - " \n", - " 23-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 23-HA-03\n", - " HEAT EXCHANGER\n", - " \n", - " 23-KA-02\n", - " COMPRESSOR\n", - " \n", - " 23-KA-03\n", - " COMPRESSOR\n", - " \n", - " 23-PA-01\n", - " PUMP\n", - " \n", - " \n", - " 23-VG-01\n", - " SEPARATOR\n", - " \n", - " \n", - " 23-VG-02\n", - " SEPARATOR\n", - " \n", - " \n", - " 23-VG-03\n", - " SEPARATOR\n", - " \n", - " R\n", - " dew point recycle 1\n", - " RECYCLE\n", - " \n", - " R\n", - " LP oil recycle\n", - " RECYCLE\n", - " \n", - " MIX-100\n", - " MIXER\n", - " \n", - " MIX-103\n", - " MIXER\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", - " \n", - " \n", - " 00-NZ-056\n", - " \n", - " \n", - " 00-NZ-057\n", - " \n", - " \n", - " 00-FSLL-006\n", - " \n", - " \n", - " 00-FT-009\n", - " \n", - " \n", - " 00-TIC-006\n", - " \n", - " \n", - " 00-TSHH-008\n", - " \n", - " \n", - " 00-TT-020\n", - " \n", - " \n", - " 00-TT-021\n", - " \n", - " \n", - " \n", - " 00-SDV-006\n", - " \n", - " \n", - " \n", - " 00-TCV-006\n", - " \n", - " \n", - " 00-DV-007\n", - " \n", - " \n", - " 00-VV-007\n", - " \n", - " \n", - " 00-NZ-045\n", - " \n", - " \n", - " 00-NZ-046\n", - " \n", - " \n", - " 00-FSLL-005\n", - " \n", - " \n", - " 00-FT-007\n", - " \n", - " \n", - " 00-TIC-005\n", - " \n", - " \n", - " 00-TSHH-006\n", - " \n", - " \n", - " 00-TT-015\n", - " \n", - " \n", - " 00-TT-016\n", - " \n", - " \n", - " \n", - " 00-SDV-005\n", - " \n", - " \n", - " \n", - " 00-TCV-005\n", - " \n", - " \n", - " 00-DV-006\n", - " \n", - " \n", - " 00-VV-006\n", - " \n", - " \n", - " 00-NZ-031\n", - " \n", - " \n", - " 00-NZ-032\n", - " \n", - " \n", - " 00-FSLL-004\n", - " \n", - " \n", - " 00-FT-004\n", - " \n", - " \n", - " 00-TIC-004\n", - " \n", - " \n", - " 00-TSHH-004\n", - " \n", - " \n", - " 00-TT-010\n", - " \n", - " \n", - " 00-TT-011\n", - " \n", - " \n", - " \n", - " 00-SDV-004\n", - " \n", - " \n", - " \n", - " 00-TCV-004\n", - " \n", - " \n", - " 00-DV-004\n", - " \n", - " \n", - " 00-VV-004\n", - " \n", - " \n", - " 00-NZ-050\n", - " \n", - " \n", - " 00-NZ-051\n", - " \n", - " \n", - " 00-ESD-002\n", - " \n", - " \n", - " 00-FIC-003\n", - " \n", - " \n", - " 00-FT-008\n", - " \n", - " \n", - " 00-PSHH-007\n", - " \n", - " \n", - " 00-PSLL-003\n", - " \n", - " \n", - " 00-PT-018\n", - " \n", - " \n", - " 00-PT-019\n", - " \n", - " \n", - " 00-PT-020\n", - " \n", - " \n", - " 00-PT-021\n", - " \n", - " \n", - " 00-TSHH-007\n", - " \n", - " \n", - " 00-TT-018\n", - " \n", - " \n", - " 00-TT-019\n", - " \n", - " \n", - " 00-VSHH-002\n", - " \n", - " \n", - " \n", - " 00-ASCV-002\n", - " \n", - " \n", - " \n", - " 00-BDV-007\n", - " \n", - " \n", - " \n", - " 00-ESDV-013\n", - " \n", - " \n", - " \n", - " 00-ESDV-014\n", - " \n", - " \n", - " \n", - " 00-NRV-003\n", - " \n", - " \n", - " 00-NZ-040\n", - " \n", - " \n", - " 00-NZ-041\n", - " \n", - " \n", - " 00-ESD-001\n", - " \n", - " \n", - " 00-FIC-002\n", - " \n", - " \n", - " 00-FT-006\n", - " \n", - " \n", - " 00-PSHH-005\n", - " \n", - " \n", - " 00-PSLL-002\n", - " \n", - " \n", - " 00-PT-012\n", - " \n", - " \n", - " 00-PT-013\n", - " \n", - " \n", - " 00-PT-014\n", - " \n", - " \n", - " 00-PT-015\n", - " \n", - " \n", - " 00-TSHH-005\n", - " \n", - " \n", - " 00-TT-013\n", - " \n", - " \n", - " 00-TT-014\n", - " \n", - " \n", - " 00-VSHH-001\n", - " \n", - " \n", - " \n", - " 00-ASCV-001\n", - " \n", - " \n", - " \n", - " 00-BDV-005\n", - " \n", - " \n", - " \n", - " 00-ESDV-009\n", - " \n", - " \n", - " \n", - " 00-ESDV-010\n", - " \n", - " \n", - " \n", - " 00-NRV-002\n", - " \n", - " \n", - " 00-NZ-036\n", - " \n", - " \n", - " 00-NZ-037\n", - " \n", - " \n", - " 00-FIC-001\n", - " \n", - " \n", - " 00-FT-005\n", - " \n", - " \n", - " 00-PSLL-001\n", - " \n", - " \n", - " 00-PT-009\n", - " \n", - " \n", - " 00-PT-010\n", - " \n", - " \n", - " 00-PT-011\n", - " \n", - " \n", - " \n", - " 00-FCV-001\n", - " \n", - " \n", - " \n", - " 00-NRV-001\n", - " \n", - " \n", - " \n", - " 00-XV-001\n", - " \n", - " \n", - " \n", - " 00-XV-002\n", - " \n", - " \n", - " 00-DV-005\n", - " \n", - " \n", - " 00-VV-005\n", - " \n", - " \n", - " 00-NZ-058\n", - " \n", - " \n", - " 00-NZ-059\n", - " \n", - " \n", - " 00-NZ-060\n", - " \n", - " \n", - " 00-LIC-006\n", - " \n", - " \n", - " 00-LSHH-006\n", - " \n", - " \n", - " 00-LSLL-006\n", - " \n", - " \n", - " 00-LT-016\n", - " \n", - " \n", - " 00-LT-017\n", - " \n", - " \n", - " 00-LT-018\n", - " \n", - " \n", - " 00-PIC-006\n", - " \n", - " \n", - " 00-PSHH-008\n", - " \n", - " \n", - " 00-PT-022\n", - " \n", - " \n", - " 00-PT-023\n", - " \n", - " \n", - " 00-TT-022\n", - " \n", - " \n", - " \n", - " 00-BDV-008\n", - " \n", - " \n", - " \n", - " 00-ESDV-015\n", - " \n", - " \n", - " \n", - " 00-ESDV-016\n", - " \n", - " \n", - " \n", - " 00-LCV-006\n", - " \n", - " \n", - " \n", - " 00-PCV-006\n", - " \n", - " \n", - " \n", - " 00-PSV-006\n", - " \n", - " \n", - " 00-FLARE-006\n", - " \n", - " \n", - " 00-NZ-047\n", - " \n", - " \n", - " 00-NZ-048\n", - " \n", - " \n", - " 00-NZ-049\n", - " \n", - " \n", - " 00-LIC-005\n", - " \n", - " \n", - " 00-LSHH-005\n", - " \n", - " \n", - " 00-LSLL-005\n", - " \n", - " \n", - " 00-LT-013\n", - " \n", - " \n", - " 00-LT-014\n", - " \n", - " \n", - " 00-LT-015\n", - " \n", - " \n", - " 00-PIC-005\n", - " \n", - " \n", - " 00-PSHH-006\n", - " \n", - " \n", - " 00-PT-016\n", - " \n", - " \n", - " 00-PT-017\n", - " \n", - " \n", - " 00-TT-017\n", - " \n", - " \n", - " \n", - " 00-BDV-006\n", - " \n", - " \n", - " \n", - " 00-ESDV-011\n", - " \n", - " \n", - " \n", - " 00-ESDV-012\n", - " \n", - " \n", - " \n", - " 00-LCV-005\n", - " \n", - " \n", - " \n", - " 00-PCV-005\n", - " \n", - " \n", - " \n", - " 00-PSV-005\n", - " \n", - " \n", - " 00-FLARE-005\n", - " \n", - " \n", - " 00-NZ-033\n", - " \n", - " \n", - " 00-NZ-034\n", - " \n", - " \n", - " 00-NZ-035\n", - " \n", - " \n", - " 00-LIC-004\n", - " \n", - " \n", - " 00-LSHH-004\n", - " \n", - " \n", - " 00-LSLL-004\n", - " \n", - " \n", - " 00-LT-010\n", - " \n", - " \n", - " 00-LT-011\n", - " \n", - " \n", - " 00-LT-012\n", - " \n", - " \n", - " 00-PIC-004\n", - " \n", - " \n", - " 00-PSHH-004\n", - " \n", - " \n", - " 00-PT-007\n", - " \n", - " \n", - " 00-PT-008\n", - " \n", - " \n", - " 00-TT-012\n", - " \n", - " \n", - " \n", - " 00-BDV-004\n", - " \n", - " \n", - " \n", - " 00-ESDV-007\n", - " \n", - " \n", - " \n", - " 00-ESDV-008\n", - " \n", - " \n", - " \n", - " 00-LCV-004\n", - " \n", - " \n", - " \n", - " 00-PCV-004\n", - " \n", - " \n", - " \n", - " 00-PSV-004\n", - " \n", - " \n", - " 00-FLARE-004\n", - " \n", - " \n", - " 00-NZ-061\n", - " \n", - " \n", - " 00-NZ-062\n", - " \n", - " \n", - " 00-NZ-038\n", - " \n", - " \n", - " 00-NZ-039\n", - " \n", - " \n", - " 00-NZ-052\n", - " \n", - " \n", - " 00-NZ-053\n", - " \n", - " \n", - " 00-NZ-054\n", - " \n", - " \n", - " 00-NZ-055\n", - " \n", - " \n", - " 00-NZ-042\n", - " \n", - " \n", - " 00-NZ-043\n", - " \n", - " \n", - " 00-NZ-044\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " DRAWING PID-ANDREASEN-001\n", - " SHEET 3 - Flash-gas recompression and dew point\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/markdown": [ - "### PID sheet 4: `sheet-pid-andreasen-001-separation-444cd4c04d2d.svg`" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/svg+xml": [ - "\n", - " Separation and compression teaching case — P&ID proposal - sheet:pid-andreasen-001:separation\n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " PID / A1_LANDSCAPE\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " gasOutStream\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " outStream\n", - " \n", - " \n", - " export oil\n", - " \n", - " \n", - " liquidOutStream\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " dew point liquid reflux 1\n", - " \n", - " \n", - " dew point liquid reflux 2\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " MIX-101 mixed stream\n", - " \n", - " \n", - " MIX-102 mixed stream\n", - " \n", - " \n", - " third stage reflux\n", - " \n", - " \n", - " VLV-100 out stream\n", - " \n", - " \n", - " VLV-102 out stream\n", - " \n", - " \n", - " well stream\n", - " \n", - " dew point liquid reflux 1 FROM SHEET 3\n", - " \n", - " dew point liquid reflux 2 FROM SHEET 4\n", - " \n", - " third stage reflux FROM SHEET 3\n", - " \n", - " liquidOutStream FROM SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " gasOutStream TO SHEET 3\n", - " \n", - " \n", - " \n", - " 20-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-02\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " \n", - " 20-HA-03\n", - " HEAT EXCHANGER\n", - " \n", - " \n", - " 20-VA-01\n", - " SEPARATOR\n", - " \n", - " \n", - " 20-VA-02\n", - " SEPARATOR\n", - " \n", - " \n", - " 20-VA-03\n", - " SEPARATOR\n", - " \n", - " \n", - " \n", - " 21-HA-01\n", - " HEAT EXCHANGER\n", - " \n", - " 21-PA-01\n", - " PUMP\n", - " \n", - " MIX-101\n", - " MIXER\n", - " \n", - " MIX-102\n", - " MIXER\n", - " \n", - " \n", - " VLV-100\n", - " VALVE\n", - " \n", - " \n", - " VLV-102\n", - " VALVE\n", - " \n", - " dew point liquid reflux 1\n", - " LINE\n", - " \n", - " dew point liquid reflux 2\n", - " LINE\n", - " \n", - " export oil\n", - " LINE\n", - " \n", - " third stage reflux\n", - " LINE\n", - " \n", - " well stream\n", - " LINE\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " P&ID PROPOSAL OVERLAY - REVIEW REQUIRED\n", - " \n", - " \n", - " 00-NZ-001\n", - " \n", - " \n", - " 00-NZ-002\n", - " \n", - " \n", - " 00-FSLL-001\n", - " \n", - " \n", - " 00-FT-001\n", - " \n", - " \n", - " 00-TIC-001\n", - " \n", - " \n", - " 00-TSHH-001\n", - " \n", - " \n", - " 00-TT-001\n", - " \n", - " \n", - " 00-TT-002\n", - " \n", - " \n", - " \n", - " 00-SDV-001\n", - " \n", - " \n", - " \n", - " 00-TCV-001\n", - " \n", - " \n", - " 00-DV-001\n", - " \n", - " \n", - " 00-VV-001\n", - " \n", - " \n", - " 00-NZ-013\n", - " \n", - " \n", - " 00-NZ-014\n", - " \n", - " \n", - " 00-FSLL-002\n", - " \n", - " \n", - " 00-FT-002\n", - " \n", - " \n", - " 00-TIC-002\n", - " \n", - " \n", - " 00-TSHH-002\n", - " \n", - " \n", - " 00-TT-004\n", - " \n", - " \n", - " 00-TT-005\n", - " \n", - " \n", - " \n", - " 00-SDV-002\n", - " \n", - " \n", - " \n", - " 00-TCV-002\n", - " \n", - " \n", - " 00-DV-002\n", - " \n", - " \n", - " 00-VV-002\n", - " \n", - " \n", - " 00-NZ-025\n", - " \n", - " \n", - " 00-NZ-026\n", - " \n", - " \n", - " 00-FSLL-003\n", - " \n", - " \n", - " 00-FT-003\n", - " \n", - " \n", - " 00-TIC-003\n", - " \n", - " \n", - " 00-TSHH-003\n", - " \n", - " \n", - " 00-TT-007\n", - " \n", - " \n", - " 00-TT-008\n", - " \n", - " \n", - " \n", - " 00-SDV-003\n", - " \n", - " \n", - " \n", - " 00-TCV-003\n", - " \n", - " \n", - " 00-DV-003\n", - " \n", - " \n", - " 00-VV-003\n", - " \n", - " \n", - " 00-NZ-003\n", - " \n", - " \n", - " 00-NZ-004\n", - " \n", - " \n", - " 00-NZ-005\n", - " \n", - " \n", - " 00-NZ-006\n", - " \n", - " \n", - " 00-LIC-001\n", - " \n", - " \n", - " 00-LSHH-001\n", - " \n", - " \n", - " 00-LSLL-001\n", - " \n", - " \n", - " 00-LT-001\n", - " \n", - " \n", - " 00-LT-002\n", - " \n", - " \n", - " 00-LT-003\n", - " \n", - " \n", - " 00-PIC-001\n", - " \n", - " \n", - " 00-PSHH-001\n", - " \n", - " \n", - " 00-PT-001\n", - " \n", - " \n", - " 00-PT-002\n", - " \n", - " \n", - " 00-TT-003\n", - " \n", - " \n", - " \n", - " 00-BDV-001\n", - " \n", - " \n", - " \n", - " 00-ESDV-001\n", - " \n", - " \n", - " \n", - " 00-ESDV-002\n", - " \n", - " \n", - " \n", - " 00-LCV-001\n", - " \n", - " \n", - " \n", - " 00-PCV-001\n", - " \n", - " \n", - " \n", - " 00-PSV-001\n", - " \n", - " \n", - " 00-FLARE-001\n", - " \n", - " \n", - " 00-NZ-015\n", - " \n", - " \n", - " 00-NZ-016\n", - " \n", - " \n", - " 00-NZ-017\n", - " \n", - " \n", - " 00-NZ-018\n", - " \n", - " \n", - " 00-LIC-002\n", - " \n", - " \n", - " 00-LSHH-002\n", - " \n", - " \n", - " 00-LSLL-002\n", - " \n", - " \n", - " 00-LT-004\n", - " \n", - " \n", - " 00-LT-005\n", - " \n", - " \n", - " 00-LT-006\n", - " \n", - " \n", - " 00-PIC-002\n", - " \n", - " \n", - " 00-PSHH-002\n", - " \n", - " \n", - " 00-PT-003\n", - " \n", - " \n", - " 00-PT-004\n", - " \n", - " \n", - " 00-TT-006\n", - " \n", - " \n", - " \n", - " 00-BDV-002\n", - " \n", - " \n", - " \n", - " 00-ESDV-003\n", - " \n", - " \n", - " \n", - " 00-ESDV-004\n", - " \n", - " \n", - " \n", - " 00-LCV-002\n", - " \n", - " \n", - " \n", - " 00-PCV-002\n", - " \n", - " \n", - " \n", - " 00-PSV-002\n", - " \n", - " \n", - " 00-FLARE-002\n", - " \n", - " \n", - " 00-NZ-027\n", - " \n", - " \n", - " 00-NZ-028\n", - " \n", - " \n", - " 00-NZ-029\n", - " \n", - " \n", - " 00-NZ-030\n", - " \n", - " \n", - " 00-LIC-003\n", - " \n", - " \n", - " 00-LSHH-003\n", - " \n", - " \n", - " 00-LSLL-003\n", - " \n", - " \n", - " 00-LT-007\n", - " \n", - " \n", - " 00-LT-008\n", - " \n", - " \n", - " 00-LT-009\n", - " \n", - " \n", - " 00-PIC-003\n", - " \n", - " \n", - " 00-PSHH-003\n", - " \n", - " \n", - " 00-PT-005\n", - " \n", - " \n", - " 00-PT-006\n", - " \n", - " \n", - " 00-TT-009\n", - " \n", - " \n", - " \n", - " 00-BDV-003\n", - " \n", - " \n", - " \n", - " 00-ESDV-005\n", - " \n", - " \n", - " \n", - " 00-ESDV-006\n", - " \n", - " \n", - " \n", - " 00-LCV-003\n", - " \n", - " \n", - " \n", - " 00-PCV-003\n", - " \n", - " \n", - " \n", - " 00-PSV-003\n", - " \n", - " \n", - " 00-FLARE-003\n", - " \n", - " \n", - " 00-NZ-088\n", - " \n", - " \n", - " 00-NZ-089\n", - " \n", - " \n", - " 00-FSLL-011\n", - " \n", - " \n", - " 00-FT-016\n", - " \n", - " \n", - " 00-TIC-011\n", - " \n", - " \n", - " 00-TSHH-015\n", - " \n", - " \n", - " 00-TT-037\n", - " \n", - " \n", - " 00-TT-038\n", - " \n", - " \n", - " \n", - " 00-SDV-011\n", - " \n", - " \n", - " \n", - " 00-TCV-011\n", - " \n", - " \n", - " 00-DV-012\n", - " \n", - " \n", - " 00-VV-012\n", - " \n", - " \n", - " 00-NZ-090\n", - " \n", - " \n", - " 00-NZ-091\n", - " \n", - " \n", - " 00-FIC-006\n", - " \n", - " \n", - " 00-FT-017\n", - " \n", - " \n", - " 00-PSLL-006\n", - " \n", - " \n", - " 00-PT-036\n", - " \n", - " \n", - " 00-PT-037\n", - " \n", - " \n", - " 00-PT-038\n", - " \n", - " \n", - " \n", - " 00-FCV-002\n", - " \n", - " \n", - " \n", - " 00-NRV-006\n", - " \n", - " \n", - " \n", - " 00-XV-003\n", - " \n", - " \n", - " \n", - " 00-XV-004\n", - " \n", - " \n", - " 00-DV-013\n", - " \n", - " \n", - " 00-VV-013\n", - " \n", - " \n", - " 00-NZ-009\n", - " \n", - " \n", - " 00-NZ-010\n", - " \n", - " \n", - " 00-NZ-011\n", - " \n", - " \n", - " 00-NZ-012\n", - " \n", - " \n", - " 00-NZ-021\n", - " \n", - " \n", - " 00-NZ-022\n", - " \n", - " \n", - " 00-NZ-023\n", - " \n", - " \n", - " 00-NZ-024\n", - " \n", - " \n", - " 00-NZ-007\n", - " \n", - " \n", - " 00-NZ-008\n", - " \n", - " \n", - " 00-NZ-019\n", - " \n", - " \n", - " 00-NZ-020\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " Separation and compression teaching case — P&ID proposal\n", - " DRAWING PID-ANDREASEN-001\n", - " SHEET 2 - Three-stage separation and oil export\n", - " REV A STATUS WORKING\n", - " PURPOSE ENGINEERING_PROPOSAL\n", - " SOURCE 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6\n", - " ENGINEERING PROPOSAL - NOT APPROVED FOR DESIGN OR CONSTRUCTION\n", - " \n", - "" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for profile in (\"pfd\", \"pid\"):\n", - " profile_directory = diagram_output_directory / profile\n", - " display(Markdown(f\"## Fresh {profile.upper()} review set — four A1 sheets\"))\n", - " display(FileLink(str(profile_directory / \"drawing-set.pdf\")))\n", - " for sheet_number, svg_path in enumerate(sorted((profile_directory / \"svg\").glob(\"*.svg\")), 1):\n", - " display(Markdown(f\"### {profile.upper()} sheet {sheet_number}: `{svg_path.name}`\"))\n", - " display(SVG(filename=str(svg_path)))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "39233d67", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
CompanionPathSHA-256
0DEXPI 2.0 Process — PFD/BFD semantic companionpfd/dexpi-process.xml8232b1d782c450cea16f796309cbb07f125d3e91adae4a...
1DEXPI 2.0 Process — PFD/BFD companion to P&IDpid/dexpi-process.xml8232b1d782c450cea16f796309cbb07f125d3e91adae4a...
2Native DEXPI 2.0 Plant/P&IDpid/dexpi-plant-2.0.xml4c7a985d3d1fc7069389f76392e6d4de5de27f9449341c...
3Proteus 4.1 compatibility proposalpid/proteus-4.1.xml20a41513e17c855ca21630cc12cc32657d5d297a8db2ca...
4P&ID engineering registers — review requiredpid/pid-engineering-registers.json0abb9e32c9ee6f135b924aa1caa106287037ef3d6ab22b...
\n", - "
" - ], - "text/plain": [ - " Companion ... SHA-256\n", - "0 DEXPI 2.0 Process — PFD/BFD semantic companion ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", - "1 DEXPI 2.0 Process — PFD/BFD companion to P&ID ... 8232b1d782c450cea16f796309cbb07f125d3e91adae4a...\n", - "2 Native DEXPI 2.0 Plant/P&ID ... 4c7a985d3d1fc7069389f76392e6d4de5de27f9449341c...\n", - "3 Proteus 4.1 compatibility proposal ... 20a41513e17c855ca21630cc12cc32657d5d297a8db2ca...\n", - "4 P&ID engineering registers — review required ... 0abb9e32c9ee6f135b924aa1caa106287037ef3d6ab22b...\n", - "\n", - "[5 rows x 3 columns]" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "companion_rows = []\n", - "for relative_path, profile_label in (\n", - " (\"pfd/dexpi-process.xml\", \"DEXPI 2.0 Process — PFD/BFD semantic companion\"),\n", - " (\"pid/dexpi-process.xml\", \"DEXPI 2.0 Process — PFD/BFD companion to P&ID\"),\n", - " (\"pid/dexpi-plant-2.0.xml\", \"Native DEXPI 2.0 Plant/P&ID\"),\n", - " (\"pid/proteus-4.1.xml\", \"Proteus 4.1 compatibility proposal\"),\n", - " (\"pid/pid-engineering-registers.json\", \"P&ID engineering registers — review required\"),\n", - "):\n", - " artifact_path = diagram_output_directory / relative_path\n", - " assert artifact_path.is_file() and artifact_path.stat().st_size > 0\n", - " companion_rows.append(\n", - " {\n", - " \"Companion\": profile_label,\n", - " \"Path\": relative_path,\n", - " \"SHA-256\": hashlib.sha256(artifact_path.read_bytes()).hexdigest(),\n", - " }\n", - " )\n", - "\n", - "pd.DataFrame(companion_rows)" - ] - }, - { - "cell_type": "markdown", - "id": "56ed8ac7", - "metadata": {}, - "source": [ - "### Executed process overview\n", - "\n", - "The native exporter still writes the complete DOT graph. Because a clean Colab or restricted\n", - "runner may not provide the Graphviz system executable, the cell also stores a deterministic\n", - "Matplotlib overview of the major process sections. The figure is a teaching overview; the DOT\n", - "file retains the full unit-level topology and stream metadata." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2d194724", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Python graphviz package: 0.21\n" - ] - } - ], - "source": [ - "import importlib.metadata\n", - "\n", - "graphviz_python_version = importlib.metadata.version(\"graphviz\")\n", - "print(f\"Python graphviz package: {graphviz_python_version}\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "364ad3c5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from matplotlib.patches import FancyBboxPatch, FancyArrowPatch\n", - "\n", - "graphviz_export_options = (\n", - " neqsim.process.processmodel.ProcessSystemGraphvizExporter.GraphvizExportOptions\n", - ")\n", - "table_placement = graphviz_export_options.TablePlacement.BELOW\n", - "graphviz_options = (\n", - " graphviz_export_options.builder()\n", - " .includeStreamTemperatures(True)\n", - " .includeStreamPressures(True)\n", - " .includeStreamFlowRates(True)\n", - " .includeStreamPropertyTable(False)\n", - " .tablePlacement(table_placement)\n", - " .build()\n", - ")\n", - "process1.exportToGraphviz(\"process_flow_diagram.dot\", graphviz_options)\n", - "dot_source = Path(\"process_flow_diagram.dot\").read_text()\n", - "assert \"20-VA-01\" in dot_source\n", - "assert \"27-KA-01\" in dot_source\n", - "\n", - "overview_blocks = [\n", - " (\"Well feed\", \"Fluid and inlet cooler\"),\n", - " (\"3-stage separation\", \"20-VA-01 / 02 / 03\"),\n", - " (\"Flash-gas recovery\", \"Scrubbers and recycle\"),\n", - " (\"Recompression\", \"23-KA-03 / 02 / 01\"),\n", - " (\"Cold process\", \"25-HA-01 / 02\"),\n", - " (\"Gas export\", \"27-KA-01 and cooler\"),\n", - " (\"Oil export\", \"21-HA-01 and pump\"),\n", - "]\n", - "positions = np.linspace(0.06, 0.94, len(overview_blocks))\n", - "figure, axis = plt.subplots(figsize=(13.0, 4.2))\n", - "axis.set_xlim(0.0, 1.0)\n", - "axis.set_ylim(0.0, 1.0)\n", - "axis.axis(\"off\")\n", - "\n", - "for index, ((title, detail), x_position) in enumerate(zip(overview_blocks, positions)):\n", - " box = FancyBboxPatch(\n", - " (x_position - 0.065, 0.42),\n", - " 0.13,\n", - " 0.25,\n", - " boxstyle=\"round,pad=0.015\",\n", - " facecolor=\"#DDEBF7\" if index % 2 == 0 else \"#FCE4D6\",\n", - " edgecolor=\"#333333\",\n", - " linewidth=1.2,\n", - " )\n", - " axis.add_patch(box)\n", - " axis.text(x_position, 0.57, title, ha=\"center\", va=\"center\", weight=\"bold\")\n", - " axis.text(x_position, 0.47, detail, ha=\"center\", va=\"center\", fontsize=8)\n", - " if index < len(overview_blocks) - 1:\n", - " axis.add_patch(\n", - " FancyArrowPatch(\n", - " (x_position + 0.068, 0.545),\n", - " (positions[index + 1] - 0.068, 0.545),\n", - " arrowstyle=\"-|>\",\n", - " mutation_scale=13,\n", - " color=\"#444444\",\n", - " )\n", - " )\n", - "\n", - "axis.annotate(\n", - " \"Condensate recycle\",\n", - " xy=(positions[1], 0.40),\n", - " xytext=(positions[4], 0.20),\n", - " arrowprops={\"arrowstyle\": \"->\", \"connectionstyle\": \"arc3,rad=-0.25\"},\n", - " ha=\"center\",\n", - " color=\"#0072B2\",\n", - ")\n", - "axis.set_title(\"Connected NeqSim offshore separation and export workflow\", pad=12)\n", - "figure.tight_layout()\n", - "plt.show()\n" - ] - }, - { - "cell_type": "markdown", - "id": "bc1bab5d", - "metadata": {}, - "source": [ - "The complete native report remains available in `results.results`, while the next cells present\n", - "only decision-relevant tables. This avoids the original multi-megabyte dictionary display and\n", - "makes numerical review practical." - ] - }, - { - "cell_type": "markdown", - "id": "78f9c5ff", - "metadata": {}, - "source": [ - "### Preserved legacy native Graphviz rendering\n", - "\n", - "![Legacy native Graphviz process graph](data:image/png;base64,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)\n", + "![image.png](data:image/png;base64,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 +... 1827768 bytes omitted ... 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)\n", "\n", "This is the exact stored Graphviz output from source cell 21 in the pre-repair master notebook blob `dc51b7186eaff56d407020339a2891f91bb0123c`. It is retained as a historical visual for provenance and recognizable continuity; its stream-property labels are historical, not current NeqSim results. The current execution above exports a fresh DOT graph and validates key nodes. The compact executed workflow is the readable teaching view because the restricted validation runner has no Graphviz `dot` renderer.\n" ] @@ -6041,7 +1772,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Completed 100 fresh cases in 58.2 s\n" + "Completed 100 fresh cases in 49.0 s\n" ] }, { @@ -6486,7 +2217,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABKUAAAHWCAYAAACmMzqDAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAA5rNJREFUeJzs3XdcU1f/B/DPTUgCBAhLNiIK7o11D6Aq7lq3dYB7V63aausAR922auvqcPTRap31cWtxVIuzKm1VRIu1IoiobEggub8//JHHCCggEMDP+/XKq+bek3O+5xCayzf3nCOIoiiCiIiIiIiIiIioBEmMHQAREREREREREb19mJQiIiIiIiIiIqISx6QUERERERERERGVOCaliIiIiIiIiIioxDEpRUREREREREREJY5JKSIiIiIiIiIiKnFMShERERERERERUYljUoqIiIiIiIiIiEock1JERERERERERFTimJQiKqWCgoJQqVKl15a7d+8eBEHApk2bij0mejtUqlQJQUFB+uenTp2CIAg4derUa1/r6+sLX1/fIo0nODgYgiAUaZ1EREQFtWnTJgiCgHv37hXq9ZGRkWjfvj1UKhUEQcC+ffveuM6SJAgCgoODC/y6glxHUNHi2FNZwKQU0RvIvpC4fPlyrud9fX1Ru3btEo6qZK1Zs4YJsXz6/PPPsW/fPmOHUSqlpaUhODiYF01ERG+J7GsoQRBw9uzZHOdFUYS7uzsEQUCXLl2KJYaHDx8iODgY165dK5b6XxYYGIg//vgDCxYswA8//IBGjRqVSLsFcejQoUIlnujN3LhxA8HBwWUiOfkmSvp3jsoGJqWI6I0wKZV/ZTUp1bp1a6Snp6N169bF1kZaWhpCQkJyTUrNnDkT6enpxdY2EREZj6mpKbZt25bj+OnTp/HgwQMoFIpia/vhw4cICQnJ9x/IgwYNQnp6Ojw8PArcVnp6OsLCwjBs2DCMHz8eAwcOhJubW4HrKW6HDh1CSEhIrufS09Mxc+bMEo7o7XDjxg2EhIQUeVKqJK7hCqKgv3P0dmBSiojKDVEU80xeZGRkQKfTlXBE5YNEIoGpqSkkEuN8ZJiYmMDU1NQobRMRUfHq1KkTdu7ciaysLIPj27Ztg4+PD5ycnIwUWU5SqRSmpqaFmlL++PFjAIC1tXURR1VyTE1NYWJiYuwwCu1V14KpqaklHE3JMPY1HFF+8N1JZAT/+c9/4OPjAzMzM9ja2qJfv374999/X/u6hIQEBAUFQaVSwdraGoGBgUhISChQ21evXkXHjh1hZWUFCwsLvPvuuzh//rxBmbzW8Hl53YNKlSrhr7/+wunTp/W34L9uPaHt27fDx8cHlpaWsLKyQp06dbBy5coCt53dfpcuXXD06FE0atQIZmZmWL9+vX7+/Pbt2zFz5ky4urrC3NwcSUlJAICdO3fqx9/e3h4DBw5EdHR0jjZ37tyJmjVrwtTUFLVr18bevXtzXetr2bJlaN68Oezs7GBmZgYfHx/s2rXLoIwgCEhNTcXmzZv1Y/Xiuk3R0dEYOnQoHB0doVAoUKtWLXz//fevHEsAqF27Nvz8/HIc1+l0cHV1Ra9evQoUZ27yWo9gw4YNqFKlCszMzNC4cWP8+uuvOV6r0Wgwe/Zs+Pj4QKVSQalUolWrVjh58qS+zL1791ChQgUAQEhIiH58sqcP5PaeyMrKwrx581ClShUoFApUqlQJn376KdRqtUG57PfI2bNn0bhxY5iamqJy5crYsmXLa/tNRETFr3///njy5AmOHz+uP6bRaLBr1y588MEHub4mNTUVU6ZMgbu7OxQKBapVq4Zly5ZBFEWDcsePH0fLli1hbW0NCwsLVKtWDZ9++imA559t77zzDgBgyJAh+s+eV939/aprkVd9zgQHB+vvrpo2bRoEQXjluqF5rd308pqPwPNrw0mTJunHwsvLC4sXLzZIvmSvP7ps2TL9Z7dCocA777yDS5cu6csFBQXh66+/1seQ/cgrrn/++Qdjx45FtWrVYGZmBjs7O/Tu3bvQd/skJydj0qRJqFSpEhQKBRwcHNCuXTv8/vvvrxwDIOealq+6FgwKCoKFhQXu3r2LTp06wdLSEgMGDACQ//dWeno6PvzwQ9jb28PS0hLdunVDdHR0ocZo06ZN6N27NwDAz89PP+4vXncdPnwYrVq1glKphKWlJTp37oy//vrrtWOa2zVc9vIiN27cgJ+fH8zNzeHq6oolS5bk+todO3bg008/hZOTE5RKJbp165bj75b8/Fxe9zsXGRmJnj17wsnJCaampnBzc0O/fv2QmJj42n5S2VZ2U91EpUhiYiLi4+NzHM/MzMxxbMGCBZg1axb69OmD4cOH4/Hjx1i9ejVat26Nq1ev5vkNmiiKeO+993D27FmMHj0aNWrUwN69exEYGJjvOP/66y+0atUKVlZW+PjjjyGTybB+/Xr4+vri9OnTaNKkSb7rAoAvv/wSEyZMgIWFBT777DMAgKOjY57ljx8/jv79++Pdd9/F4sWLAQA3b97EuXPnMHHixAK1nS0iIgL9+/fHqFGjMGLECFSrVk1/bt68eZDL5Zg6dSrUajXkcjk2bdqEIUOG4J133sHChQvx6NEjrFy5EufOnTMY/4MHD6Jv376oU6cOFi5ciGfPnmHYsGFwdXXNEcPKlSvRrVs3DBgwABqNBtu3b0fv3r1x4MABdO7cGQDwww8/YPjw4WjcuDFGjhwJAKhSpQoA4NGjR2jatCkEQcD48eNRoUIFHD58GMOGDUNSUhImTZqUZ//79u2L4OBgxMbGGnybfPbsWTx8+BD9+vUrUJz59d1332HUqFFo3rw5Jk2ahL///hvdunWDra0t3N3d9eWSkpLw7bffon///hgxYgSSk5Px3XffISAgABcvXkT9+vVRoUIFrF27FmPGjMH777+PHj16AADq1q2bZ/vDhw/H5s2b0atXL0yZMgUXLlzAwoULcfPmTezdu9eg7J07d9CrVy8MGzYMgYGB+P777xEUFAQfHx/UqlWrQP0mIqKiValSJTRr1gw//vgjOnbsCOD5H+CJiYno168fVq1aZVBeFEV069YNJ0+exLBhw1C/fn0cPXoU06ZNQ3R0NL744gsAz695unTpgrp162Lu3LlQKBS4c+cOzp07BwCoUaMG5s6di9mzZ2PkyJFo1aoVAKB58+YF7sPrPmd69OgBa2trTJ48Gf3790enTp1gYWHxJsMG4PnU9zZt2iA6OhqjRo1CxYoV8dtvv2HGjBmIiYnBl19+aVB+27ZtSE5OxqhRoyAIApYsWYIePXrg77//hkwmw6hRo/Dw4UMcP34cP/zww2vbv3TpEn777Tf069cPbm5uuHfvHtauXQtfX1/cuHED5ubmBerP6NGjsWvXLowfPx41a9bEkydPcPbsWdy8eRMNGzYsUF3ZcrsWBJ5/uRUQEICWLVti2bJlMDc3z/d7C3iewPvpp58waNAgNG3aFKdPn871Wio/Y9S6dWt8+OGHWLVqFT799FPUqFEDAPT//eGHHxAYGIiAgAAsXrwYaWlpWLt2LVq2bImrV6/ma2Oklz179gwdOnRAjx490KdPH+zatQuffPIJ6tSpo/89zLZgwQIIgoBPPvkEcXFx+PLLL9G2bVtcu3YNZmZm+W7zVb9zGo0GAQEBUKvVmDBhApycnBAdHY0DBw4gISEBKpWqwH2kMkQkokLbuHGjCOCVj1q1aunL37t3T5RKpeKCBQsM6vnjjz9EExMTg+OBgYGih4eH/vm+fftEAOKSJUv0x7KyssRWrVqJAMSNGze+Nt7u3buLcrlcvHv3rv7Yw4cPRUtLS7F169b6Y3PmzBFz+99Ddn+joqL0x2rVqiW2adPmtW2LoihOnDhRtLKyErOysvIsU5C2PTw8RADikSNHDMqePHlSBCBWrlxZTEtL0x/XaDSig4ODWLt2bTE9PV1//MCBAyIAcfbs2fpjderUEd3c3MTk5GT9sVOnTokADH4uoigatJHdTu3atUV/f3+D40qlUgwMDMzRt2HDhonOzs5ifHy8wfF+/fqJKpUqR/0vioiIEAGIq1evNjg+duxY0cLCwuC1+Y3Tw8PDIM7s8Tx58qT+dQ4ODmL9+vVFtVqtL7dhwwYRgMH7ISsry6CMKIris2fPREdHR3Ho0KH6Y48fPxYBiHPmzMnRx5ffE9euXRMBiMOHDzcoN3XqVBGAGBoaatAXAOKZM2f0x+Li4kSFQiFOmTIlR1tERFQysj/XL126JH711VeipaWl/nOqd+/eop+fnyiKz/8/3rlzZ/3rsq+H5s+fb1Bfr169REEQxDt37oiiKIpffPGFCEB8/PhxnjFcunQp39dQL8ac27XI6z5noqKiRADi0qVLX1tnXp+HL38+z5s3T1QqleLt27cNyk2fPl2USqXi/fv3Ddq2s7MTnz59qi/3888/iwDE//73v/pj48aNy/U6LLe4crs+CQsLEwGIW7Zs0R97+ToiLyqVShw3btwry7w8BtnatGljcP2R17WgKD6/xgYgTp8+3eB4ft9bV65cEQGIkyZNMigXFBRU6DHauXNnrmOUnJwsWltbiyNGjDA4HhsbK6pUqhzHX5bb2Ldp0yZH+2q1WnRychJ79uyZ47Wurq5iUlKS/vhPP/0kAhBXrlypP5bfn0tev3NXr14VAYg7d+58ZX+ofOL0PaIi8PXXX+P48eM5Hi/f6bFnzx7odDr06dMH8fHx+oeTkxO8vb0NpjS97NChQzAxMcGYMWP0x6RSKSZMmJCvGLVaLY4dO4bu3bujcuXK+uPOzs744IMPcPbsWf30tuJibW2N1NRUg1v035SnpycCAgJyPRcYGGjwDc7ly5cRFxeHsWPHGqxR1LlzZ1SvXh0HDx4E8HwRxj/++AODBw82+CazTZs2qFOnTo52Xmzj2bNnSExMRKtWrQxuN8+LKIrYvXs3unbtClEUDd4XAQEBSExMfGU9VatWRf369bFjxw79Ma1Wi127dqFr164Gsb1JnC/KHsfRo0frv3EEoJ9a+iKpVKovo9Pp8PTpU2RlZaFRo0YFbjfboUOHAAAfffSRwfEpU6YAgP7nmK1mzZr6b+MAoEKFCqhWrRr+/vvvQrVPRERFq0+fPkhPT8eBAweQnJyMAwcO5Dl179ChQ5BKpfjwww8Njk+ZMgWiKOLw4cMA/rd2088//1zsa0oa63Nm586daNWqFWxsbAyuH9q2bQutVoszZ84YlO/bty9sbGz0z7NjLmycL15XZGZm4smTJ/Dy8oK1tXWhPuOtra1x4cIFPHz4sFDx5Obla8EXvXhNDeT/vXXkyBEAwNixYw3K5XZN/qZjdPz4cSQkJKB///4GP2OpVIomTZq88m+HV7GwsMDAgQP1z+VyORo3bpzre2Hw4MGwtLTUP+/VqxecnZ3112NFIfv68ejRo0hLSyuyeqls4PQ9oiLQuHHjXLf1zb5IyBYZGQlRFOHt7Z1rPTKZLM82/vnnHzg7O+e43fvF6WrA8znuL8+9dnJywuPHj5GWlpajPPD8dlqdTod///23WKczjR07Fj/99BM6duwIV1dXtG/fHn369EGHDh0KXaenp2e+z/3zzz8Aco4ZAFSvXl2/JXV2OS8vrxzlvLy8clxEHDhwAPPnz8e1a9cM1jTKz0Kojx8/RkJCAjZs2IANGzbkWiYuLu6VdfTt2xeffvopoqOj4erqilOnTiEuLg59+/YtsjhflD0+L7+PZTKZQcIz2+bNm7F8+XLcunXLYErrq352r2tfIpHk+Pk4OTnB2tpaH1+2ihUr5qjDxsYGz549K1T7RERUtCpUqIC2bdti27ZtSEtLg1arNVgT8UX//PMPXFxcDP5IBv431Sn7M6Bv37749ttvMXz4cEyfPh3vvvsuevTogV69ehX5os/G+pyJjIxEeHi4fl3Gl718/fBynNkJqsLGmZ6ejoULF2Ljxo2Ijo42WHepMOsALVmyBIGBgXB3d4ePjw86deqEwYMH53ptkV95XWuYmJjk2P0wv++t7OuQl+vO7brxTccoMjISAODv75/reSsrq9fWkRs3N7cc1382NjYIDw/PUfbl6z1BEODl5VWkOwV6enrio48+wooVK7B161a0atUK3bp1w8CBAzl17y3ApBRRCdLpdBAEAYcPH4ZUKs1xvijWF9ixYweGDBlicOzFD8D8yCtJodVqCx0XADg4OODatWs4evQoDh8+jMOHD2Pjxo0YPHgwNm/eXKi2XzWXvSDz3Avr119/Rbdu3dC6dWusWbMGzs7OkMlk2LhxY65bXL8s+9vbgQMH5rk+2KvWVgKeX3jPmDEDO3fuxKRJk/DTTz9BpVIZJPveNM7C+s9//oOgoCB0794d06ZNg4ODA6RSKRYuXIi7d+++Ud35Tabl9rsGFPz3goiIis8HH3yAESNGIDY2Fh07dnzjXerMzMxw5swZnDx5EgcPHsSRI0ewY8cO+Pv749ixY3l+NhRGSX3OvHwtpNPp0K5dO3z88ce5lq9atarB86KOc8KECdi4cSMmTZqEZs2aQaVSQRAE9OvXr1B3p/Xp0wetWrXC3r17cezYMSxduhSLFy/Gnj179Oscveo6Mbf+5XUtqFAoSmRHujcdo+wyP/zwQ647URZ2N8Sifi8U9OeSm+XLlyMoKAg///wzjh07hg8//BALFy7E+fPncyQQqXxhUoqoBFWpUgWiKMLT0zPHhcLreHh44JdffkFKSopB8ioiIsKgXEBAQK7T4ypUqABzc/Mc5QHg1q1bkEgk+gWqs785S0hIMLgofPkOFKDgd9nI5XJ07doVXbt2hU6nw9ixY7F+/XrMmjULXl5eBWq7oLJ3vomIiMjxjVNERIT+fPZ/79y5k6OOl4/t3r0bpqamOHr0KBQKhf74xo0bc7w2t7GqUKECLC0todVq0bZt2wL26DlPT080btwYO3bswPjx47Fnzx50797dIJ6CxPk62eMTGRlpMI6ZmZmIiopCvXr19Md27dqFypUrY8+ePQb9nzNnjkGdBXkfeXh4QKfTITIyUv/tJfB8wfiEhAR9fEREVHa8//77GDVqFM6fP28wJf1lHh4eOHHiBJKTkw3uaLl165b+fDaJRIJ3330X7777LlasWIHPP/8cn332GU6ePIm2bdsW+BqmpNjY2OTYXVmj0SAmJsbgWJUqVZCSklLo64fcFGRMdu3ahcDAQCxfvlx/LCMjo8A7Q7/I2dkZY8eOxdixYxEXF4eGDRtiwYIF+qRUbmMDPL9OfJM7qoD8v7eyr0OioqIM7iLK7boxv2OU17hnb4rj4OBQpD/ngsi+WyubKIq4c+eOwZem+f25vO79VadOHdSpUwczZ87Eb7/9hhYtWmDdunWYP3/+m3WCSjWuKUVUgnr06AGpVIqQkJAc30SIoognT57k+dpOnTohKysLa9eu1R/TarVYvXq1QTlnZ2e0bdvW4AE8/0akffv2+Pnnnw1ut3306BG2bduGli1b6m8Bzv4AfHEtgtTUVP3dTC9SKpX5vvh4uX8SiUT/gZY9nawgbRdUo0aN4ODggHXr1hlMXzt8+DBu3ryp3zXFxcUFtWvXxpYtW5CSkqIvd/r0afzxxx8GdUqlUgiCYPDt5b1797Bv374c7ec2VlKpFD179sTu3bvx559/5njN48eP89W3vn374vz58/j+++8RHx+fY+peQeJ8nUaNGqFChQpYt24dNBqN/vimTZty7R9g+M3bhQsXEBYWZlAue4ee/LyXOnXqBAA5dhVasWIFABR4J0EiIjI+CwsLrF27FsHBwejatWue5Tp16gStVouvvvrK4PgXX3wBQRD0yYunT5/meG39+vUB/O+aQ6lUAsjfZ09JqlKlSo71oDZs2JDjTqk+ffogLCwMR48ezVFHQkICsrKyCtx2QcZEKpXmuJ5dvXp1oe6s12q1OaazOTg4wMXFxeCarUqVKjh//rzB9ceBAwfw77//FrjNl+X3vZW9lumaNWsMyr18TQ7kf4zyGveAgABYWVnh888/z3VX7/xeJ76JLVu2IDk5Wf98165diImJMdilL78/l7z6mZSUlOP9WqdOHUgkEoOfP5VPvFOKqARVqVIF8+fPx4wZM3Dv3j10794dlpaWiIqKwt69ezFy5EhMnTo119d27doVLVq0wPTp03Hv3j3UrFkTe/bsKdCc/fnz5+P48eNo2bIlxo4dCxMTE6xfvx5qtRpLlizRl2vfvj0qVqyIYcOGYdq0aZBKpfj+++9RoUIF3L9/36BOHx8frF27FvPnz4eXlxccHBzynPc+fPhwPH36FP7+/nBzc8M///yD1atXo379+vo7XgrSdkHJZDIsXrwYQ4YMQZs2bdC/f388evQIK1euRKVKlTB58mR92c8//xzvvfceWrRogSFDhuDZs2f46quvULt2bYNEVefOnbFixQp06NABH3zwAeLi4vD111/Dy8srx7x8Hx8fnDhxAitWrICLiws8PT3RpEkTLFq0CCdPnkSTJk0wYsQI1KxZE0+fPsXvv/+OEydO5Hph/bI+ffpg6tSpmDp1KmxtbXN8m1aQOPMzjvPnz8eoUaPg7++Pvn37IioqChs3bszxLWWXLl2wZ88evP/+++jcuTOioqKwbt061KxZ02AczczMULNmTezYsQNVq1aFra0tateujdq1a+dov169eggMDMSGDRuQkJCANm3a4OLFi9i8eTO6d+8OPz+/AvWHiIhKh7ymsb+oa9eu8PPzw2effYZ79+6hXr16OHbsGH7++WdMmjRJ/+XW3LlzcebMGXTu3BkeHh6Ii4vDmjVr4ObmhpYtWwJ4fl1mbW2NdevWwdLSEkqlEk2aNCn0modFZfjw4Rg9ejR69uyJdu3a4fr16zh69Cjs7e0Nyk2bNg379+9Hly5dEBQUBB8fH6SmpuKPP/7Arl27cO/evRyveR0fHx8AwIcffoiAgABIpVL069cv17JdunTBDz/8AJVKhZo1ayIsLAwnTpyAnZ1dgfucnJwMNzc39OrVC/Xq1YOFhQVOnDiBS5cuGdxlNHz4cOzatQsdOnRAnz59cPfuXfznP//R/9zfRH7fWz4+PujZsye+/PJLPHnyBE2bNsXp06dx+/ZtAIZ3A+V3jOrXrw+pVIrFixcjMTERCoUC/v7+cHBwwNq1azFo0CA0bNgQ/fr1018THzx4EC1atMiRRCtqtra2aNmyJYYMGYJHjx7hyy+/hJeXF0aMGKEvk9+fS16/c9evX8f48ePRu3dvVK1aFVlZWfjhhx/0X95SOVfCu/0RlSsvbmecmzZt2oi1atXKcXz37t1iy5YtRaVSKSqVSrF69eriuHHjxIiICH2ZwMBA0cPDw+B1T548EQcNGiRaWVmJKpVKHDRokH4L1fxuZ/z777+LAQEBooWFhWhubi76+fmJv/32W45yV65cEZs0aSLK5XKxYsWK4ooVK3Ldtjg2Nlbs3LmzaGlpKQIw2Pb1Zbt27RLbt28vOjg46OsdNWqUGBMTU6i2X94mOlv2FrZ5bSu7Y8cOsUGDBqJCoRBtbW3FAQMGiA8ePMhRbvv27WL16tVFhUIh1q5dW9y/f7/Ys2dPsXr16gblvvvuO9Hb21tUKBRi9erVxY0bN4pz5szJsaXyrVu3xNatW4tmZmYiAIOtcx89eiSOGzdOdHd3F2Uymejk5CS+++674oYNG/Icz5e1aNFCBCAOHz481/P5jfPlbX3z2sp5zZo1oqenp6hQKMRGjRqJZ86cybH1r06nEz///HPRw8NDVCgUYoMGDcQDBw7k+v7+7bffRB8fH1EulxtsqZxbjJmZmWJISIjo6ekpymQy0d3dXZwxY4aYkZGRoy+5vUdejpOIiErW666hsuX2//Hk5GRx8uTJoouLiyiTyURvb29x6dKlok6n05f55ZdfxPfee090cXER5XK56OLiIvbv31+8ffu2QV0///yzWLNmTdHExOS111MFuRZ5+XMmKipKBCAuXbr0tXVqtVrxk08+Ee3t7UVzc3MxICBAvHPnTo7P5+yxmDFjhujl5SXK5XLR3t5ebN68ubhs2TJRo9G8sm1RFA0+b0VRFLOyssQJEyaIFSpUEAVBMPj8fbnss2fPxCFDhoj29vaihYWFGBAQIN66dSvf1xEvUqvV4rRp08R69eqJlpaWolKpFOvVqyeuWbMmR9nly5eLrq6uokKhEFu0aCFevnw5x3i/6lowMDBQVCqVucaRn/eWKIpiamqqOG7cONHW1la0sLAQu3fvLkZERIgAxEWLFhV4jERRFL/55huxcuXKolQqzTFeJ0+eFAMCAkSVSiWampqKVapUEYOCgsTLly/nOaYvjsOLdeX198nL12bZr/3xxx/FGTNmiA4ODqKZmZnYuXNn8Z9//snx+vz8XEQx99+5v//+Wxw6dKhYpUoV0dTUVLS1tRX9/PzEEydOvLJ/VD4IosiVXomI8qt+/fqoUKFCrut2EREREdHb6dq1a2jQoAH+85//YMCAAcYO542dOnUKfn5+2LlzZ567YRIVBa4pRUSUi8zMzBxz20+dOoXr16/D19fXOEERERERkdGlp6fnOPbll19CIpGgdevWRoiIqOzimlJERLmIjo5G27ZtMXDgQLi4uODWrVtYt24dnJycMHr0aGOHR0RERERGsmTJEly5cgV+fn4wMTHB4cOHcfjwYYwcOVK/mzUR5Q+TUkREubCxsYGPjw++/fZbPH78GEqlEp07d8aiRYsKtYAnEREREZUPzZs3x/HjxzFv3jykpKSgYsWKCA4OxmeffWbs0IjKHK4pRUREREREREREJY5rShERERERERERUYljUoqIiIiIiIiIiEoc15QqIjqdDg8fPoSlpSUEQTB2OERERPQCURSRnJwMFxcXSCT8Tq484LUXERFR6ZXfay8mpYrIw4cPudMCERFRKffvv//Czc3N2GFQEeC1FxERUen3umsvJqWKiKWlJYDnA25lZWXkaF5NFEUkJiZCpVLxm8UC4tgVDset8Dh2hcNxK7zyOnZJSUlwd3fXf15T2Zf9s7x//z5UKpWRoyke5fX38UXlvY/lvX8A+1hesI9lX2nrX36vvZiUKiLZP3QrK6sykZQSRRFWVlal4s1alnDsCofjVngcu8LhuBVeeR+78tint1VZuvYqrPL++wiU/z6W9/4B7GN5wT6WfaW1f6+LhYsqEBERERERERFRiWNSioiIiIiIiIiIShyTUkREREREREREVOK4plQJ02q1yMzMNGoMoihCo9EgIyOjVM01fRMymQxSqdTYYRARERERERFRPjEpVUJEUURsbCwSEhKMHQoAQKfT4cmTJ8YOo0hZW1vDycmp3CTaiIiIiIiIiMozJqVKSHZCysHBAebm5kZNnIiiCK1WC6lUWi4SOKIoIi0tDXFxcQAAZ2dnI0dERERERERERK/DpFQJ0Gq1+oSUnZ2dscMpd0kpADAzMwMAxMXFwcHBgVP5iIiIiIiIiEo5LnReArLXkDI3NzdyJOVb9vgae80uIiIiIiIiIno9JqVKUHm5K6m04vgSERERERERlR1MShERERERERERUYljUopKXFBQELp3727sMIiIiIiIiIjIiJiUolcKCgqCIAgQBAFyuRxeXl6YO3cusrKyCl3nypUrsWnTJv1zX19fTJo06c2DJSIiIiIiIqIyg7vv0Wt16NABGzduhFqtxqFDhzBu3DjIZDLMmDGjQPVotVoIggCVSlVMkRIRUVmm04m4Gp2I+FQN7JVyNHBVQSLheoFERERE5RXvlKLXUigUcHJygoeHB8aMGYO2bdti//79WLFiBerUqQOlUgl3d3eMHTsWKSkp+tdt2rQJ1tbW2L9/P2rWrAmFQoH79+8bTN8LCgrC6dOnsXLlSv0dWVFRUfDy8sKyZcsM4rh27RoEQcCdO3dKsvtERFQCQiPj0eGb8+ix8RKCtl9Dj02X0eGb8wiNjDd2aERERERUTJiUMjKdOjXvhyajAGXT81W2KJiZmUGj0UAikWDVqlX466+/sHnzZoSGhuLjjz82KJuWlobFixfj22+/xV9//QUHBweD8ytXrkSzZs0wYsQIxMTEICYmBhUrVsTQoUOxceNGg7IbN25E69at4eXlVST9ICKi0iE0Mh6jdoXDLeInzHk8Hy4WMlgopAiPScaoXeFMTBERERGVU5y+Z2S3Rlrkec6iXidU/Oig/nnEeAeImrRcy5pXb4NKM07pn0dOqQRtcs6L+JqbxULHKooifvnlFxw9ehQTJkwwWAeqUqVKmD9/PkaPHo01a9boj2dmZmLNmjWoV69ernWqVCrI5XKYm5vDyclJfzwoKAizZ8/GxYsX0bhxY2RmZmLbtm057p4iIqKyTacTseiX2xjxYBm6pBwGAPyedBLnbdrC1UqC6CQ1FoVGwreKHafyUa5sts6EaKYwdhjFQgLAU2qBKG0KdMYOppiU9z6W9/4B7GN5wT6WfYXtnzjEuH9j804peq0DBw7AwsICpqam6NixI/r27Yvg4GCcOHEC7777LlxdXWFpaYlBgwbhyZMnSEv7X+JMLpejbt26BW7TxcUFnTt3xvfffw8A+O9//wu1Wo3evXsXWb+IiMj4rkYnIuJxGrIUKuggYKfzcFyw9gcACIIAWzMZIuJScTU60ciREhEREVFR451SRlZ9Q0reJwWpwdNqX8W9oqxhftF7+b03iMqQn58f1q5dC7lcDhcXF5iYmODevXvo0qULxowZgwULFsDW1hZnz57FsGHDoNFoYG5uDuD5VD9BKNw328OHD8egQYPwxRdfYOPGjejbt6++XiIiKvtEbRbiUzXQaHXY4zIc121b466ylkEZUxMJnqVnIj5VY6QoiYiIiKi4MCllZBKF0uhlX0epVOZYx+nKlSvQ6XRYvnw5JJLnCbGffvqpUPXL5XJotdocxzt16gSlUom1a9fiyJEjOHPmTKHqJyKi0kUURTw5uBjJ1w7AfsBuyKUSpOskORJSAJCRpYNcKoG9Um6ESImIiIioOHH6HhWKl5cXMjMzsXr1avz999/44YcfsG7dukLVValSJVy4cAH37t1DfHw8dLrnM2ClUimCgoIwY8YMeHt7o1mzZkXZBSIiMgJtehIerO6JuJ0zkB55DpWjj6GagxJP0jIhiobrHoqiiKfpmajmoEQDV5WRIiYiIiKi4sKkFBVKvXr1sGLFCixevBi1a9fG1q1bsXDhwkLVNXXqVEilUtSsWRMVKlTA/fv39eeypwMOGTKkqEInIiIjUUffQFRIYyRf2QvBRA7noPWwbjEQ0/29YakwQXSSGmkaLXQ6EWkaLaKT1LBSmGC6vzcXOSciIiIqhzh9j15p06ZNeZ6bPHkyJk+ebHBs0KBB+n8HBQUhKCjotXVWrVoVYWFhubYRHR0NmUyGwYMH5ztmIiIqfZIu7kT0t0MgqlNhYusG9/G7YValMQDA39se63vVxaLQSETEpeJZeibkUgnqOltiur83/L3tjRw9ERERERUHJqWoVFKr1Xj8+DGCg4PRu3dvODo6GjskIiIqpCfHVuHR1okAAPMafnAbux0mVg4GZfy97eFbxQ5XoxMRn6qBvVKOBq4q3iFFREREVI5x+h6VSj/++CM8PDyQkJCAJUuWGDscIiJ6A5b1OkFibg27TtPgMe1YjoRUNolEgI+7NQKqO8DH3ZoJKSIiIqJyjndKUamU19Q/IiIqG7ISH8FE9fwuV7mjF7wWR+SZjCIiIiKitxPvlCIiIqIiI4oinoauQ+SUSkj587j+OBNSRERERPQyJqWIiIioSOg06Xj47VDEbh4DMTMDSRd/MnZIRERERFSKcfpeCdLpdMYOoVzj+BIRGY/m8T08WN0TGf/8DggSOPT+HHadPjZ2WERERERUijEpVQLkcjkkEgkePnyIChUqQC6XQxCMt3irKIrQarWQSqVGjaOoiKIIjUaDx48fQyKRQC6XGzskIqK3SsofRxG99gNoU59CamkP1zHbYVHrXWOHRa8QFBSEzZs3AwBkMhkqVqyIwYMH49NPP4WJSfFfHi5YsAAHDx7EtWvXIJfLkZCQUOxtEhERUenDpFQJkEgk8PT0RExMDB4+fGjscAA8v6tIIilfszfNzc1RsWLFctcvIqLSLP2fq7i/vCMgijD1fAfuE3ZBZlfR2GFRPnTo0AEbN26EWq3GoUOHMG7cOMhkMsyYMaPY29ZoNOjduzeaNWuG7777rtjbIyIiotKJSakSIpfLUbFiRWRlZUGr1Ro1FlEUkZycDEtLy3JxpxQASKVSmJiYlJv+EBGVFaYV68O6ZRAgMYHTwFWQyE2NHRLlk0KhgJOTEwBgzJgx2Lt3L/bv349mzZrh448/xl9//QWZTIZatWph27Zt8PDwAAD8/PPPCAkJwY0bN+Di4oLAwEB89tln+jusBEHAmjVrsH//fpw6dQrOzs5YsmQJevXqpW87JCQEALBp06aS7TQRERGVKkxKlSBBECCTySCTyYwahyiKUKvVMDU1ZRKHiIgKLOPBX5DZuECqtIEgCHAe+g0EidTYYdEbMjMzw5MnT9C9e3eMGDECP/74IzQaDS5evKi/Xvj1118xePBgrFq1Cq1atcLdu3cxcuRIAMCcOXP0dc2aNQuLFi3CypUr8cMPP6Bfv374448/UKNGDaP0jYiIiEonznMiIiKifEs8vx1RIY0RvX4gxP/fYIIJqbJNFEWcOHECR48eRcOGDZGYmIguXbqgSpUqqFGjBgIDA1Gx4vMpmSEhIZg+fToCAwNRuXJltGvXDvPmzcP69esN6uzduzeGDx+OqlWrYt68eWjUqBFWr179RnGq1WokJSUZPIiIiKhs451SRERE9FpiViYe7fgYT499qX+uU6dCamZp3MCo0A4cOAALCwtkZmZCp9Phgw8+wJdffomsrCwEBASgXbt2aNu2Lfr06QNnZ2cAwPXr13Hu3DksWLBAX49Wq0VGRgbS0tJgbm4OAGjWrJlBW82aNcO1a9feKN6FCxfqp/0RERFR+cA7pYiIiOiVshJi8c/id/UJKfuun6Li1MNMSJVxfn5+uHbtGiIjI5Geno7NmzdDqVRi48aNCAsLQ/PmzbFjxw5UrVoV58+fBwCkpKQgJCQE165d0z/++OMPREZGwtS0eNcTmzFjBhITE/WPf//9t1jbIyIiouJn1KTUmTNn0LVrV7i4uEAQBOzbt8/gvCiKmD17NpydnWFmZoa2bdsiMjIyRz0HDx5EkyZNYGZmBhsbG3Tv3t3g/P3799G5c2eYm5vDwcEB06ZNQ1ZWlkGZU6dOoWHDhlAoFPDy8uLCm0RERADSIn/D33MaIu32r5CYWsLtw71w6LWAU/bKAaVSCS8vL1SsWFG/SHm2Bg0aYMaMGfjtt99Qu3ZtbNu2DQDQsGFDREREwMvLK8fjxd1vs5NYLz5/0/WkFAoFrKysDB5ERERUthl1+l5qairq1auHoUOHokePHjnOL1myBKtWrcLmzZvh6emJWbNmISAgADdu3NB/G7d7926MGDECn3/+Ofz9/ZGVlYU///xTX4dWq0Xnzp3h5OSE3377DTExMRg8eDBkMhk+//xzAEBUVBQ6d+6M0aNHY+vWrfjll18wfPhwODs7IyAgoGQGg4iIqJQRtVl4+E0QshJioHCpCbcP90DhXM3YYVExioqKwoYNG9CtWze4uLggIiICkZGRGDx4MABg9uzZ6NKlCypWrIhevXpBIpHg+vXr+PPPPzF//nx9PTt37kSjRo3QsmVLbN26FRcvXsR3332nP3///n08ffoU9+/fh1ar1U/t8/LygoWFRYn2mYiIiIzHqEmpjh07omPHjrmeE0URX375JWbOnIn33nsPALBlyxY4Ojpi37596NevH7KysjBx4kQsXboUw4YN07+2Zs2a+n8fO3YMN27cwIkTJ+Do6Ij69etj3rx5+OSTTxAcHAy5XI5169bB09MTy5cvBwDUqFEDZ8+exRdffMGkFBERvbUEqQlcx27H06NfwjlwDSSmTBaUd+bm5rh16xY2b96MJ0+ewNnZGePGjcOoUaMAAAEBAThw4ADmzp2LxYsXQyaToXr16hg+fLhBPSEhIdi+fTvGjh0LZ2dn/PjjjwbXZ7Nnz8bmzZv1zxs0aAAAOHnyJHx9fYu/o0RERFQqlNqFzqOiohAbG4u2bdvqj6lUKjRp0gRhYWHo168ffv/9d0RHR0MikaBBgwaIjY1F/fr1sXTpUtSuXRsAEBYWhjp16sDR0VFfT0BAAMaMGYO//voLDRo0QFhYmEE72WUmTZpUIn0lIiIqLTRxd5F+Kwyq1gMBAGaVGsJ11BYjR0VFLa9lChwdHbF3795XvjYgIOC1X9q5uLjg2LFjr2yfSyUQERFRqU1KxcbGAoBBMin7efa5v//+GwAQHByMFStWoFKlSli+fDl8fX1x+/Zt2NraIjY2Ntc6XmwjrzJJSUlIT0+HmZlZjvjUajXUarX+efa2xKIoQhTFQve7JGTHWNrjLI04doXDcSs8jl3hcNwKJ+X6IUSvHwidOg1WrlVhXqWxsUMqMnwvEBEREZU+pTYplR86nQ4A8Nlnn6Fnz54AgI0bN8LNzQ07d+7U32peHPLaljgxMbHUX/iKooiUlBQAgCAIRo6mbOHYFQ7HrfA4doXDcSsYUadDytGlSD66GBBFSNwbIl2qRGZiorFDKzLZXx4RERERUelRapNSTk5OAIBHjx7B2dlZf/zRo0eoX78+AOiPv7hGgUKhQOXKlXH//n19PRcvXjSo+9GjRwZtODk56Y+9WMbKyirXu6SA59sSf/TRR/rnSUlJcHd3h0qlKvW7wWQnzVQqFf9YKyCOXeFw3AqPY1c4HLf806Y+w8MNg5Fy/SAAwNp/DEw7zYG1XYVyNXblqS+lXWn/co6IiIhKj1KblPL09ISTkxN++eUXfRIqKSkJFy5cwJgxYwAAPj4+UCgUiIiIQMuWLQEAmZmZuHfvHjw8PAAAzZo1w4IFCxAXFwcHBwcAwPHjx2FlZaVPZjVr1gyHDh0yaP/48eNo1qxZnvEpFAooFIocxwVBKBMXvtlxloVYSxuOXeFw3AqPY1c4HLfXy7h/Hf+u6oHMx39DkJnCOWg9VC0GITExsdyNXXnqCxEREVF5YdSkVEpKCu7cuaN/HhUVhWvXrsHW1hYVK1bEpEmTMH/+fHh7e8PT0xOzZs2Ci4sLunfvDgCwsrLC6NGjMWfOHLi7u8PDwwNLly4FAPTu3RsA0L59e9SsWRODBg3CkiVLEBsbi5kzZ2LcuHH6pNLo0aPx1Vdf4eOPP8bQoUMRGhqKn376CQcPHizZASEiIipBydcPIvPx35BV8ITbhN0w82jAu1yIiIiIqMQYNSl1+fJl+Pn56Z9nT4cLDAzEpk2b8PHHHyM1NRUjR45EQkICWrZsiSNHjsDU1FT/mqVLl8LExASDBg1Ceno6mjRpgtDQUNjY2AAApFIpDhw4gDFjxqBZs2ZQKpUIDAzE3Llz9XV4enri4MGDmDx5MlauXAk3Nzd8++23r91ZhoiIqCyz7zwdEEXY+o+B1MLW2OEQERER0VtGEPmVaJFISkqCSqVCYmJimVhTKjExkWutFALHrnA4boXHsSscjlvuMp89xOO9c+A0YCUkCvNcy5TXsStLn9OUP9k/U+Hr8RDNci6pUB5IAHhKLRClTYHO2MEUk/Lex/LeP4B9LC/Yx7KvsP0Thywrlnjye+1VateUIiIioqKTeusMHqzpA23iIwgSEzgHrTV2SERERET0lmNSioiIqBwTRRFPj63Eo+1TAZ0WCrfasOs4xdhhERERERExKUVERFRe6TJS8PD7EUi6sB0AYNXsA7gM2QCJQmnkyIiIiIiImJQiIiIqlzSP7uLfle9BHf0XIDWBY7/lsG03oVytE0VEREREZRuTUkREROWQYCJHVtIjmKic4DZ+J8yrtjR2SEREREREBpiUIiIiKidEUdTfCSWzc4f7pP9CZu8BmbWzkSMjKj7PBsyHSqUydhjForzuhvmi8t7H8t4/gH0sL9jHsq+s9k9i7ACIiIjozWWlPMH95Z2QdGWf/pi5V1MmpIiIiIio1OKdUkRERGVc+r3f8WB1T2TG34P6/jVY1AmARG5m7LCIiIiIiF6JSSkiIqIyLOHMRsRsGQMxUw2ZQxW4T9jDhBQRERERlQlMShEREZVBukw1Hm2diGcn1wMALOp3gevILZAqbYwcGRERERFR/jApRUREVMboNOn4Z5Ef0u9eAAQBFboHw77bTAgSLhVJRERERGUHk1JERERljERuBlPPd6COvQ3XUVthWa+jsUMiIiIiIiowJqWIiIjKAFEUIapTITG1AAA49V8Ou45TIbf3MHJkRERERESFw/v8iYiISjltejKiv+6L+190gajNAgAIJnImpIiIiIioTOOdUkRERKWYOiYC/656H5qHNwGpDOl3L8C8agtjh0VUathsnQnRTGHsMIqFBICn1AJR2hTojB1MMSnvfSzv/QPKfh/FIcuMHQLRW41JKSIiolIq6fIePPwmCLqMZJhYu8Btwi6YezUzdlhEREREREWCSSkiIqJSRtRmIW73TDw5uBgAYF6tNdzG7oCJtZORIyMiIiIiKjpMShEREZUyMVvGIeHUBgCAbYeP4Nh7EQQTmZGjIiIiIiIqWlzonIiIqJSxaz8RUpUjXMduh1P/5UxIEREREVG5xDuliIiISoGMB3/B1K0WAEDhWhPey6IgkZsZOSoiIiIiouLDO6WIiIiMSKfJwMPvhuPvWfWQeuuM/jgTUkRERERU3jEpRUREZCSZT+7j3uetkHDmO0AUof433NghERERERGVGE7fIyIiMoKUv04gek0/aFOeQGphB9cxP8Kidjtjh0VEREREVGKYlCIiIipBoijiycHFiNv1GSDqYFrJB24TdkNu72Hs0IiIiIiIShSTUkRERCUo5ep+xO2cAQCwbj0MToO+gkRuauSoiIiIiIhKHpNSREREJciiQTeoWgyGedWWsPEdYexwiIiIiIiMhkkpIiKiYpZ89b8wr94GUjMrCIIA15GbjR0SEREREZHRcfc9IiKiYiJqs/Bo+zT8+2U3PPx2CERRNHZIRACAoKAgCIIAQRAgl8vh5eWFuXPnIisrq0Ta79atGypWrAhTU1M4Oztj0KBBePjwYYm0TURERKUHk1JERETFICspDv8saYcnh5cBAOQOXoCoM3JURP/ToUMHxMTEIDIyElOmTEFwcDCWLl1aIm37+fnhp59+QkREBHbv3o27d++iV69eJdI2ERERlR5MShERERWxtDvn8ffshki7dQoSUwu4jd8Fx76LIUikxg6NSE+hUMDJyQkeHh4YM2YM2rZti/379+PUqVNo3LgxlEolrK2t0aJFC/zzzz/61/38889o2LAhTE1NUblyZYSEhBjcYSUIAtauXYuOHTvCzMwMlStXxq5duwzanjx5Mpo2bQoPDw80b94c06dPx/nz55GZmVli/SciIiLjY1KKiIioiIiiiKe/rMW9z1sj61k05M7V4TnnIqze6Wns0Ihey8zMDBqNBt27d0ebNm0QHh6OsLAwjBw5EoIgAAB+/fVXDB48GBMnTsSNGzewfv16bNq0CQsWLDCoa9asWejZsyeuX7+OAQMGoF+/frh582au7T59+hRbt25F8+bNIZPJir2fREREVHowKUVERFREdOlJiN8/H9BmwrJRT3jOuQiFSw1jh0X0SqIo4sSJEzh69CgaNmyIxMREdOnSBVWqVEGNGjUQGBiIihUrAgBCQkIwffp0BAYGonLlymjXrh3mzZuH9evXG9TZu3dvDB8+HFWrVsW8efPQqFEjrF692qDMJ598AqVSCTs7O9y/fx8///zzK+NUq9VISkoyeBAREVHZxqQUERFREZGaq+A2YRcc+i6B2/idkJpZGjskojwdOHAAFhYWMDU1RceOHdG3b198+eWXCAoKQkBAALp27YqVK1ciJiZG/5rr169j7ty5sLCw0D9GjBiBmJgYpKWl6cs1a9bMoK1mzZrluFNq2rRpuHr1Ko4dOwapVIrBgwe/cjOAhQsXQqVS6R/u7u5FNBJERERkLCbGDoCIiKgsSwk/Al1GMqwa9wYAmHs1g7lXs9e8isj4/Pz8sHbtWsjlcri4uMDE5Pll4caNG/Hhhx/iyJEj2LFjB2bOnInjx4+jadOmSElJQUhICHr06JGjPlNT0wK1b29vD3t7e1StWhU1atSAu7s7zp8/nyOhlW3GjBn46KOP9M+TkpKYmCIiIirjmJQiIiIqBFGnQ/x/F+Dx3jkQZKZQuNXmVD0qU5RKJby8vHI916BBAzRo0AAzZsxAs2bNsG3bNjRt2hQNGzZEREREnq/Ldv78eQwePNjgeYMGDfIsr9M935lSrVbnWUahUEChULyyXSIiIipbmJQiIiIqIG1qAqI3DELKtQMAAOsWgyGrUNnIURG9uaioKGzYsAHdunWDi4sLIiIiEBkZqU8wzZ49G126dEHFihXRq1cvSCQSXL9+HX/++Sfmz5+vr2fnzp1o1KgRWrZsia1bt+LixYv47rvvAAAXLlzApUuX0LJlS9jY2ODu3buYNWsWqlSpkuddUkRERFQ+MSlFRERUABn3w/Hv6h7IjLsLQaaA8+C1sG49xNhhERUJc3Nz3Lp1C5s3b8aTJ0/g7OyMcePGYdSoUQCAgIAAHDhwAHPnzsXixYshk8lQvXp1DB8+3KCekJAQbN++HWPHjoWzszN+/PFH1KxZU9/Gnj17MGfOHKSmpsLZ2RkdOnTAzJkzeScUERHRW4ZJKSIionxKDNuGh98Ph6hJh8zeA27jd8PM08fYYREV2KZNm3I97ujoiL17977ytQEBAQgICHhlGRcXFxw7dizXc3Xq1EFoaGi+4iQiIqLyjUkpIiKifMr49w+ImnQoa7WD65htMLG0N3ZIRERERERlFpNSRERE+eTQaz7kjl6wbhUEQSI1djhERERERGUak1JERER5SLt9Dk8OL4Pr2O2QyBQQJFLYtBlm7LCISjVRFI0dAhEREZUREmMHQEREVNqIooinx1fj3iJfJP++D08OLjZ2SERERERE5Q7vlCIiInqBTp2GmI0jkRi2FQBg1aQv7Dp8ZOSoiIiIiIjKHyaliIiI/p/m0V38u7oH1P+GAxIpHPsuhW3AJAiCYOzQiIiIiIjKHSaliIiIAKTePIl/V/WALi0BUisHuI37CcrqbYwdFhERERFRucWkFBEREQCZbUUAgFmVpnAbvwsyW1cjR0REREREVL4xKUVERG8tMSsTgokMACB3rIJKM05B4VIDgoncyJEREREREZV/3H2PiIjeShn/XMPdT2si5Y9j+mOmFesxIUVEREREVEKYlCIiordOwrkfEDWvGTSP7iBu92cQRdHYIRERERERvXU4fY+IiN4aYpYGsds+wrNfvgYAWNTtCNdR/ykVu+vpdCKuRiciPlUDe6UcDVxVkEiMHxdRafdswHyoVCpjh1EsRFFEYmIiVCpVqfj/VHEo730s7/0D3o4+ElHxYVKKiIjeCplPo/Hg695IvxMGALB/bzYqdJ8DQWL8m4ZDI+OxKDQSEXGp0Gh1kEslqOagxHR/b/h72xs7PCIiIiKiYmHUK/EzZ86ga9eucHFxgSAI2Ldvn8F5URQxe/ZsODs7w8zMDG3btkVkZGSudanVatSvXx+CIODatWsG58LDw9GqVSuYmprC3d0dS5YsyfH6nTt3onr16jA1NUWdOnVw6NChouomEREZWVZCLP4O9kH6nTBIzFVwn/xfOPQIKTUJqVG7whH+MBkWCimcLRWwUEgRHpOMUbvCERoZb+wQiYiIiIiKhVGvxlNTU1GvXj18/fXXuZ5fsmQJVq1ahXXr1uHChQtQKpUICAhARkZGjrIff/wxXFxcchxPSkpC+/bt4eHhgStXrmDp0qUIDg7Ghg0b9GV+++039O/fH8OGDcPVq1fRvXt3dO/eHX/++WfRdZaIiIxGqnKEZb3OULjVQeXgy7Cs38XYIQF4PmVvUWgkkjOy4KpSwEwmhUQiwEwmhauVAsnqLCwKjYROxzWviIiIiKj8Mer0vY4dO6Jjx465nhNFEV9++SVmzpyJ9957DwCwZcsWODo6Yt++fejXr5++7OHDh3Hs2DHs3r0bhw8fNqhn69at0Gg0+P777yGXy1GrVi1cu3YNK1aswMiRIwEAK1euRIcOHTBt2jQAwLx583D8+HF89dVXWLduXXF0nYiIiplOnQJtqg4mFrYQBAFOg74GRC0kCqWxQ9O7Gp2IiLhU2CllOdbhEAQBtmYyRMSl4mp0InzcrY0TJBERERFRMTH+vIU8REVFITY2Fm3bttUfU6lUaNKkCcLCwvTHHj16hBEjRuCHH36Aubl5jnrCwsLQunVryOX/2+I7ICAAERERePbsmb7Mi+1kl3mxHSIiKjs0sZGIX9EO0esGQNRpAQASuWmpSkgBQHyqBhqtDgpp7h/HpiYSaLQ6xKdqSjgyIiIiIqLiV2oXOo+NjQUAODo6Ghx3dHTUnxNFEUFBQRg9ejQaNWqEe/fu5VqPp6dnjjqyz9nY2CA2NvaV7eRGrVZDrVbrnyclJeljKu1bi2fHWNrjLI04doXDcSs8jl3BJV/dj4cbBkOXngRkJEIT/w/kFTxf/0IjsDOXQSEVoNFqYSaR5jivztJCIRVgZy4rsfdAeX3Plbf+EBEREZUHpTYplR+rV69GcnIyZsyYUeJtL1y4ECEhITmOJyYmlvoLX1EUkZKSAgDctrWAOHaFw3ErPI5d/ok6LZIPL0TKseUAAKlHY9gO3YR0uS3SExONHF3uKlsALVwUiIxPg4NMBrz4MxZFxGkyUd/FHJUtnn++lITy+p7L/vKIiIiIiEqPUpuUcnJyAvB8ep6zs7P++KNHj1C/fn0AQGhoKMLCwqBQKAxe26hRIwwYMACbN2+Gk5MTHj16ZHA++3l2G3mVyT6fmxkzZuCjjz7SP09KSoK7uztUKhWsrKwK2NuSlZ00U6lU5eoPjpLAsSscjlvhcezyJyvlCR5+MwCpfx4DANi0+xCKDp/B2ta+1I/b0FY1MGZ3OP6Nz4KtmQymJhJkZOnwND0LVgoZhraqARsb6xKLp7y+58pTX4iIiIjKi1KblPL09ISTkxN++eUXfRIqKSkJFy5cwJgxYwAAq1atwvz58/WvefjwIQICArBjxw40adIEANCsWTN89tlnyMzMhEwmAwAcP34c1apVg42Njb7ML7/8gkmTJunrOn78OJo1a5ZnfAqFIkcyDHh+0VsWLnyz4ywLsZY2HLvC4bgVHsfu9aK/7oO0mychyM3hMvRbWDXth8TExDIxbu9WrYB1vephUWgkIuJS8TQ9C3KpBHWcrTDd3xv+3vYlHlN5fM+Vp76QIZutMyGa5bwmKw8kADylFojSpkBn7GCKSV59FIcsM1ZIRERUgoyalEpJScGdO3f0z6OionDt2jXY2tqiYsWKmDRpEubPnw9vb294enpi1qxZcHFxQffu3QEAFStWNKjPwsICAFClShW4ubkBAD744AOEhIRg2LBh+OSTT/Dnn39i5cqV+OKLL/SvmzhxItq0aYPly5ejc+fO2L59Oy5fvowNGzYU8wgQEVFRcOy/HA83BMJ19FaYutcp9dOoX+bvbQ/fKna4Gp2I+FQN7JVyNHBVQSJhIoWIiIiIyi+jJqUuX74MPz8//fPs6XCBgYHYtGkTPv74Y6SmpmLkyJFISEhAy5YtceTIEZiamua7DZVKhWPHjmHcuHHw8fGBvb09Zs+ejZEjR+rLNG/eHNu2bcPMmTPx6aefwtvbG/v27UPt2rWLrrNERFRkdJlqpP99EcpqrQAAZh4NUHneNQiSUrup7GtJJAJ83K2NHQYRERERUYkxalLK19f3ld9mC4KAuXPnYu7cufmqr1KlSrnWV7duXfz666+vfG3v3r3Ru3fvfLVDRETGk/nkX/z7VS+o719DpU9/hVmVxgBQphNSRERERERvo1K7phQREdHLUm+exIOv+0Kb/BgSpQ20GdxRjYiIiIiorGJSioiISj1RFPHk8HLE/fQJIOpgWrE+3D7cA3kFT2OHRkREREREhcSkFBERlWra9GQ8/G4oki/tAgCoWgbCOXAtJHIzI0dGRERERERvgkkpIiIq1RLPbXmekJLK4DRgJWz8R0MQuCsdEREREVFZx6QUEVEZotOJuBqdiPhUDeyVcjRwVUEiKd8JGhv/MVA/+AOqlkEw92pq7HCIiIiIiKiIMClFRFRGhEbGY1FoJCLiUqHR6iCXSlDNQYnp/t7w97Y3dnhFRtRm4enxVbDxGw2JwhyCRALnoHXGDouIiIiIiIoY988mIioDQiPjMWpXOMIfJsNCIYWzpQIWCinCY5Ixalc4QiPjjR1ikchKeox/lgXg0Y9TELNplLHDISIiIiKiYsQ7pYiISjmdTsSSk5FIzsiCq0qhX0/JTCKFq5UE0UlqLAqNhG8VuzIxlS+vKYjpdy/i3696IuvpAwgKJSzqdzF2qEREREREVIyYlCIiKuUiHqcgIi4VdkpZjgW+BUGArZkMEXGpuBqdCB93a+MEmU+5TkGsYI4Qm/OwPjYDYpYGcqeqcJuwB6ZutYwdLhERERERFaN8JaUaNmxYoEoFQcD+/fvh6upaqKCIiOh/EtIzodHqYCvNfca1qYkEz9IzEZ+qKeHICiZ7CmJyRhbslDIopDLoMjPQ/o+5UKUchQjAsmF3uIzYBKm5ytjhElEhnTp1Cn5+fnj27Bmsra2NHQ4RERGVYvlKSl27dg1TpkyBhYXFa8uKoohFixZBrVa/cXBERARYm8kgl0qg1upgJpHmOJ+R9fyOI3ul3AjR5Y9OJ2JRaM4piHZCClpmXIAWEhyqOBJTx30FqUnOPhJR3l6+g/Jlc+bMQXBwcMkEk08REREYPXo0bty4gcTERLi4uOCDDz7AnDlzIJPJjB0eERERlZB8T9+bNm0aHBwc8lV2+fLlhQ6IiIgMVatggWoOSlyPSYGrlcTgD1BRFPE0PRN1nS3RwLX03l10NTox1ymIz+QV8JVHMLIyNQiTN0DbmORSPwWRqLSJiYnR/3vHjh2YPXs2IiIi9Mfy86Vifmg0GsjlRZP8lslkGDx4MBo2bAhra2tcv34dI0aMgE6nw+eff14kbRAREVHpl6/d96KiomBvn//txm/cuAEPD49CB0VERP8jkQj42M8blgoTRCepkabRQqcTkabRIjpJDSuFCab7e5fqRc7jUzXQaHVQSAR0efQf+CSc0Z+7ZdkAt60bQ6PVlfopiESlkZOTk/6hUqkgCIL++aNHj9C1a1dYWlrCysoKPj4+uHz5sv61586dg6+vL8zNzWFjY4OAgAA8e/YMAODr64vx48dj0qRJsLe3R0BAAO7duwdBEHDt2jV9HQkJCRAEAadOnTKI69y5c6hbty5MTU3RtGlT/Pnnn/pzlStXxpAhQ1CvXj14eHigW7duGDBgAH799ddiHSsiIiIqXfKVlPLw8IBEkq+iAAB3d3dIpZx+QURUVPy97bG+V13UdbZEqkaLmGQ1UjVa1HW2xLpedeHvnf8vDozBXimHNdLx4b2Z6BPzDUbeXwhV5hP9+fxMQdTpRFz5NwFHb8Xhyr8J0OnEkgidqEwbMGAA3NzccOnSJVy5cgXTp0/XT4+7du0a3n33XdSsWRNhYWE4e/YsunbtCq1Wq3/95s2bIZfLce7cOaxbt65AbU+bNg3Lly/HpUuXUKFCBXTt2hWZmZm5lr1z5w6OHDmCNm3a5FmfWq1GUlKSwYOIiIjKtnxP3/Pw8IC/vz/8/Pzg5+cHd3f34oyLiIhe4u9tD98qdrganYj4VA3slXI0cFWV6jukstXEA6yN+RAOGfeRKcjwo+tYJMrsAORvCmKuu/Y5KDHd37vUJ+SIjOn+/fuYNm0aqlevDgDw9vbWn1uyZAkaNWqENWvW6I/VqmW466W3tzeWLFmif37v3r18tz1nzhy0a9cOwPPklpubG/bu3Ys+ffroyzRv3hy///471Go1Ro4ciblz5+ZZ38KFCxESEpLv9omIiKj0y/ftT0OGDEFUVBRGjRqFSpUqwcvLCyNGjMCPP/6I2NjY4oyRiIj+n0QiwMfdGgHVHeDjbl0mElKJF37CvXlN4ZBxH49NHDDReRkOWXbK9xTE7F37wh8mw0IhhbOlAhYKKcJjkjFqVzhCI+ON0CuisuGjjz7C8OHD0bZtWyxatAh3797Vn8u+U+pVfHx8Ct12s2bN9P+2tbVFtWrVcPPmTYMyO3bswO+//45t27bh4MGDWLZsWZ71zZgxA4mJifrHv//+W+jYiIiIqHTId1IqODgYp06dQkJCAo4fP44BAwbg9u3bGDJkCFxdXVGjRg2MGzeuOGMlIqIyRBRFxP44BdFr+kJUp8K8pj90E05DXumdfE9BfHnXPjOZFBKJADOZFK5WCiSrs7AoNJJT+YjyEBwcjL/++gudO3dGaGgoatasib179wIAzMzMXvt6pVJp8Dx7OQdR/N/vXF5T8vLD3d0dNWvWRP/+/bFo0SIEBwcbTB98kUKhgJWVlcGDiIiIyrb8LxT1/xQKBfz9/RESEoLTp08jJiYGM2bMwMOHDwu81gAREZVfgiAA2iwAgF3nT+Ax9Sj86lfHkRFNsSeoETb1q489QY1wZETTPKfg5bVrX3b9tmYyRMSl4mp0YrH3h6isqlq1KiZPnoxjx46hR48e2LhxIwCgbt26+OWXXwpUV4UKFQAY7vj34qLnLzp//rz+38+ePcPt27dRo0aNPOvW6XTIzMyETqcrUExERERUduV7TalsGo0GYWFhOHXqFE6dOoULFy7A1dUVvXr1euXilERE9HYQRVGfQHLstwwWDbrColZb/fnsKYj5od+1TyrL9bypiQTP0jO5ax9RLtLT0zFt2jT06tULnp6eePDgAS5duoSePXsCeD4drk6dOhg7dixGjx4NuVyOkydPonfv3nnuumxmZoamTZti0aJF8PT0RFxcHGbOnJlr2blz58LOzg6Ojo747LPPYG9vj+7duwMAtm7dCplMhjp16kChUODy5cuYMWMG+vbtq1+InYiIiMq/fCel5s6dq09CeXh4oHXr1hg5ciS2bt0KFxeX4oyRiIjKAFEU8Sx0HZKv7EHFjw5BMJFBMJEZJKQKyl4ph1wqgVqrg5kk566u+dm1j+htJZVK8eTJEwwePBiPHj2Cvb09evTooV8svGrVqjh27Bg+/fRTNG7cGGZmZmjSpAn69+//ynq///57DBs2DD4+PqhWrRqWLFmC9u3b5yi3aNEiTJw4EZGRkahfvz7++9//Qi5//rtqYmKCxYsX4/bt2xBFER4eHhg/fjwmT55c9ANBREREpZYgvrgowCtIJBJUrFgR06dPR+/evWFnZ1fcsZUpSUlJUKlUSExMLPVrHIiiiMTERKhUqhzTYejVOHaFw3ErvLIydjpNOmI2j0Hi2c0AAJfhG2HdKujN69WJ6PDNeYTHJMPVSmEwBqIoIjpJjbrOljgyoqnBIullZdxKo/I6dmXpc5ryJ/tnKnw9HqKZwtjhFAsJAE+pBaK0KSivkxrz6qM4JO9F78uS8vr/1Bexj+UD+1j2lbb+5ffaK99rSh0+fBj9+vXDpk2b4OLigjp16mDChAnYtWsXHj9+XCRBExFR2aN5HIV785o/T0gJEjj0XQJVy8AiqVsiETDd3xuWChNEJ6mRptHme9c+IiIiIiIq3fKdlAoICMCiRYtw/vx5xMfHY/HixTA3N8eSJUvg5uaGWrVqYfz48cUZKxERlTIp4Ufw9xwfZNy/BqllBXh8fBz2naYV6bcz/t72WN+rLuo6W+Z71z4iIiIiIir9CrzQOQBYWlqiU6dOCAgIwMWLF7F//36sWbMGa9euxVdffVXUMRIRUSn07OQGxGweDYgiTCs3hvv4XZDZuRdLW/7e9vCtYoer0YmIT9XAXilHA1cV75AiIiIiIirDCpSU0ul0uHz5Mk6ePIlTp07h3LlzSE1NhZubG95//334+fkVV5xERFTKmFdrBYlCCVWzAXAcsBISWfGu6VKQXfuIiIiIiKj0y3dSqmPHjvjtt9+QnJwMFxcX+Pn54YsvvoCfnx8qV65cnDESEVEpoU1NgFRpDQBQuNRA5QV/Qm7vYdygiIiIiIioTMp3Usra2hpLly6Fn58fvL29izMmIiIqhRLDtiFm8xi4T9oPZfU2AMCEFBERERERFVq+k1I//vgjAODBgwd5ljl//jyaNm365lEREVGpIWZl4tH2qXh6fBUAIOH0t/qkFBERERERUWHle/e9bO3bt8fTp09zHD937hw6dOhQJEEREVHpkJkQg3uL/fUJKftuM+EyYpNxgyIiIiIionKhwEmppk2bon379khOTtYfO3PmDDp16oQ5c+YUaXBERGQ8abfPIWp2Q6TfPguJmRXcJ/4Mh57zIEikxg6NiIiIiIjKgQInpb799ltUrFgRXbt2hVqtxsmTJ9G5c2fMnTsXkydPLo4YiYiohGXcv457i3yRlRgLhVtteAZfhmXDbsYOi4iIiIiIypF8rymVTSKRYPv27ejcuTP8/f0RHh6OhQsXYvz48cURHxFRuaXTibganYj4VA3slXI0cFVBIhGMHRYAQOFeF1aNegEAXIZ9C4lCaeSIiIiIiIiovMlXUio8PDzHseDgYPTv3x8DBw5E69at9WXq1q1btBESEZVDoZHxWBQaiYi4VGi0OsilElRzUGK6vzf8ve2NEpMm7m9ILe0hNbOCIAhwHbkZkMogCKUjUUZElJtnA+ZDpVIZO4xiIYoiEhMToVKpyu3/i9+GPhIRUd7ylZSqX78+BEGAKIr6Y9nP169fjw0bNkAURQiCAK1WW2zBEhGVB6GR8Ri1KxzJGVmwU8qgkMqg1uoQHpOMUbvCsb5X3RJPTCVfO4Do9QOhrOEPtwm7IQgCBBN5icZARERERERvl3wlpaKiooo7DiKit4JOJ2JRaCSSM7LgqlLovxU2k0jhaiVBdJIai0Ij4VvFrkSm8ok6HR7vC0H8z3MBAFmJsdClJ0FqXj7vOiAiIiIiotIjX0kpDw+P4o6DiOitcDU6ERFxqbBT5pwWJwgCbM1kiIhLxdXoRPi4WxdrLNqUp4hePxAp4YcBADbvjoPTByt4hxQREREREZWIfO2+t3//fmRmZua70kOHDiE9Pb3QQRERlVfxqRpotDoopLn/79fURAKNVof4VE2xxpHxzzX8HdwIKeGHIchM4TJyC5wHf8WEFBERERERlZh8JaXef/99JCQk5LvSfv36ISYmprAxERGVW/ZKOeRSCdRaXa7nM7KeL3puryy+5JCozcKDr3sj83EUZBU84TkrDNYtBhVbe0RERERERLnJ1/Q9URQRFBQEhUKRr0ozMjLeKCgiovKqgasK1RyUCI9JhquVxGAKnyiKeJqeibrOlmjgWnxrOglSE7iM/AFPDi6Cy7DvIbWwLba2iIiIiIiI8pKvpFRgYGCBKh0wYACsrKwKFRARUXkmkQiY7u+NUbvCEZ2khq2ZDKYmEmRk6fA0PRNWChNM9/cu8kXOM59GI+PfcFjW6wgAMPdqCvOJ+4q0DSIiIiIiooLIV1Jq48aNxR0HEdFbw9/bHut71cWi0EhExKXiWXom5FIJ6jpbYrq/N/y97Yu0vdRbp/Hg6z7QZSTDc1YYTCvWK9L6iYiIiIiICiNfSSkiIipa/t728K1ih6vRiYhP1cBeKUcDV1WR3iEliiKeHv0Cj3Z8DOi0ULjXhURhUWT1ExGVBjZbZ0I0y98SE2WNBICn1AJR2hRohywzdjhERERFjkkpIiIjkUgE+LhbF0vduowUPPxuGJIu/gQAUDUfCOeg9ZAozIulPSIiIiIiooJiUoqIqJxRx0TgwaoeUD+8AUhN4NT/C9i0HWewqDoREREREZGxMSlFRFTOJJ7/EeqHN2Bi7Qy3cTthXrWFsUMiIiIiIiLKQVKQwpmZmXj33XcRGRlZXPEQEdEbqvDeLNh1/gSeIVeYkCIiIiIiolKrQEkpmUyG8PDw4oqFiIgKISs5HrHbPoIuUw0AECRSOPZZBJm1s5EjIyIiIiIiyluBklIAMHDgQHz33XfFEQsRERVQetQVRAU3er7L3vapxg6HiIiIiIgo3wq8plRWVha+//57nDhxAj4+PlAqlQbnV6xYUWTBERFR3p6d+R6xW8ZCzFRD7ugFG9+Rxg6JiIiIiIgo3wqclPrzzz/RsGFDAMDt27cNznFnJyKi4qfLVCP2Px8i4dQGAIBF/a5wHbkFUqW1cQMjIiIiIiIqgAInpU6ePFkccRARFQmdTsTV6ETEp2pgr5SjgasKEkn5SZhnPn2Af1f3RMbfFwFBQIX358K+66cQJAWejU1ERERERGRUhf4r5s6dOzh69CjS09MBAKIoFriOM2fOoGvXrnBxcYEgCNi3b5/BeVEUMXv2bDg7O8PMzAxt27Y12Pnv3r17GDZsGDw9PWFmZoYqVapgzpw50Gg0BvWEh4ejVatWMDU1hbu7O5YsWZIjlp07d6J69eowNTVFnTp1cOjQoQL3h4iMKzQyHh2+OY8emy4jaPs19Nh0GR2+OY/QyHhjh1ZkxCwNNI8iIVHaoOJHh1DhvZlMSBERERERUZlU4L9knjx5gnfffRdVq1ZFp06dEBMTAwAYNmwYpkyZUqC6UlNTUa9ePXz99de5nl+yZAlWrVqFdevW4cKFC1AqlQgICEBGRgYA4NatW9DpdFi/fj3++usvfPHFF1i3bh0+/fRTfR1JSUlo3749PDw8cOXKFSxduhTBwcHYsGGDvsxvv/2G/v37Y9iwYbh69Sq6d++O7t27488//yzo8BCRkYRGxmPUrnCEP0yGhUIKZ0sFLBRShMckY9Su8HKTmJI7VIb7h3tROeQKLOp2MHY4REREREREhVbgpNTkyZMhk8lw//59mJub64/37dsXR44cKVBdHTt2xPz58/H+++/nOCeKIr788kvMnDkT7733HurWrYstW7bg4cOH+juqOnTogI0bN6J9+/aoXLkyunXrhqlTp2LPnj36erZu3QqNRoPvv/8etWrVQr9+/fDhhx8aLMi+cuVKdOjQAdOmTUONGjUwb948NGzYEF999VUBR4eIjEGnE7EoNBLJGVlwVSlgJpNCIhFgJpPC1UqBZHUWFoVGQqcr+B2dxqZNT8bTjUOQEv6//78qq7eBvIKnEaMiIiIiIiJ6cwVeU+rYsWM4evQo3NzcDI57e3vjn3/+KbLAoqKiEBsbi7Zt2+qPqVQqNGnSBGFhYejXr1+ur0tMTIStra3+eVhYGFq3bg25XK4/FhAQgMWLF+PZs2ewsbFBWFgYPvroI4N6AgICckwnfJFarYZardY/T0pKAvA8mVaYqYwlKTvG0h5nacSxK5ziHrffHyTgdlwK7JUmeL581P/aEQTAzswEt+NS8PuDBPi4WxdLDMVB/fAmHqzuCU3MLTyMOg+vpXchkZsZO6wygb+rhVdex6689ae0O3fuHEaPHo1bt26hc+fOmDRpEvz8/PDs2TNYW1sbOzwiIiIqJQqclEpNTTW4Qyrb06dPoVAoiiQoAIiNjQUAODo6Ghx3dHTUn3vZnTt3sHr1aixbtsygHk9PwzsKsuuMjY2FjY0NYmNjC9QOACxcuBAhISE5jicmJpb6C19RFJGSkgKAOyYWFMeucIp73B4/fQZHuRb25hIIgjZn+zIR8dDi8dNnSLQqGz+39Gv7kbBtHER1CgQrJ1gP2YzkdA2Qrnn9i4m/q2+gvI5d9pdHZOh1P+M5c+YgODi4wPV+9NFHqF+/Pg4fPgwLCwuYm5sjJiYGKpWqkJESERFReVTgpFSrVq2wZcsWzJs3D8DzixmdToclS5bAz8+vyAPMr+joaHTo0AG9e/fGiBEjir29GTNmGNxdlZSUBHd3d6hUKlhZWRV7+28iO2mmUqnK1R8cJYFjVzjFPW4VbEU80kiRKjyfsveyNI0WqRopKtjalPo/iERtFuJ2fYpnh58n182r+8JiwDrYunnzPVcA/F0tvPI6duWpL0Upe21QANixYwdmz56NiIgI/TELCwv9v0VRhFarhYnJ6y8f7969i9GjRxvcWe/k5FREURMREVF5UeA1pZYsWYINGzagY8eO0Gg0+Pjjj1G7dm2cOXMGixcvLrLAsi9cHj16ZHD80aNHOS5qHj58CD8/PzRv3txgAfPsenKr48U28irzqosnhUIBKysrgwfw/KKXDz74KNlHQzdrVHWwQHxaFnQiIELQP3Qi8CQ9C1UdLNDQzdrosb7qIWaqcX95Bzz9/4SUbYcpqDjtGEysHI0eGx98lIcH5eTk5KR/ZCcis5/funULlpaWOHz4MHx8fKBQKHD27FnodDosXLhQv/txvXr1sGvXLgDPd0YWBAFPnjzB0KFDIQgCNm3ahFOnTkEQBCQkJOjb/uabb+Du7g5zc3O8//77WLFiBaf2ERERvWUKnJSqXbs2bt++jZYtW+K9995DamoqevTogatXr6JKlSpFFpinpyecnJzwyy+/6I8lJSXhwoULaNasmf5YdHQ0fH194ePjg40bN0Ly0tbozZo1w5kzZ5CZmak/dvz4cVSrVg02Njb6Mi+2k13mxXaIqPSSSARM9/eGpcIE0UlqpGm00OlEpGm0iE5Sw0phgun+3pBIivePUp1OxJV/E3D0Vhyu/JtQ4IXVJXJTyCtUhqBQwnXsDjj1XwZBWuAbWomIitT06dOxaNEi3Lx5E3Xr1sXChQuxZcsWrFu3Dn/99RcmT56MgQMH4vTp03B3d0dMTAysrKzw5ZdfIiYmBn379s1RZ/aaUxMnTsS1a9fQrl07LFiw4JVxqNVqJCUlGTyIiIiobCvUXzsqlQqfffbZGzeekpKCO3fu6J9HRUXh2rVrsLW1RcWKFTFp0iTMnz8f3t7e8PT0xKxZs+Di4oLu3bsD+F9CysPDA8uWLcPjx4/1dWXf5fTBBx8gJCQEw4YNwyeffII///wTK1euxBdffKEvO3HiRLRp0wbLly9H586dsX37dly+fDnHXVdEVHr5e9tjfa+6WBQaiYi4VDxLz4RcKkFdZ0tM9/eGv7d9sbYfGhmvb1uj1UEulaCag/K1bYuiCDFTDYncFADgNHA17DpOhcK5WrHGS0SUX3PnzkW7du0APE8Mff755zhx4oT+y7vKlSvj7NmzWL9+Pdq0aQMnJycIggCVSpXnXeerV69Gx44dMXXqVABA1apV8dtvv+HAgQN5xpHXep5ERERUdhU4KdW6dWv4+vrC19cXzZs3h6mpaaEbv3z5Ml5chyp7jabAwEBs2rQJH3/8MVJTUzFy5EgkJCSgZcuWOHLkiL7N48eP486dO7hz506O3QBfXBPj2LFjGDduHHx8fGBvb4/Zs2dj5MiR+rLNmzfHtm3bMHPmTHz66afw9vbGvn37ULt27UL3jYhKnr+3PXyr2OFqdCLiUzWwV8rRwFVV7HdIhUbGY9SucCRnZMFOKYNCKoNaq0N4TDJG7QrH+l51c01M6TQZiP1hHDKfRaPiRwchSKSQyE2ZkCKiUqVRo0b6f9+5cwdpaWn6JFU2jUaDBg0a5LvOiIgIvP/++wbHGjdu/MqkVF7reRIREVHZVeCkVPv27XHmzBmsWLECWVlZaNSoEXx9fdGmTRu0aNEi15358uLr6/vKneoEQcDcuXMxd+7cXM8HBQUhKCjote3UrVsXv/766yvL9O7dG717935tXURUukkkAnzcrUusPZ1OxKLQSCRnZMFVpdCvW2MmkcLVSoLoJDUWhUbCt4qdQXJME/8PHqzuiYx7VwBBgrTI36Cs1qrE4iYiyi+lUqn/d/bOjAcPHoSrq6tBuaLchTk3CoWi2NsgIiKiklXgpNTMmTMBAFlZWbh06RJOnz6NU6dOYcmSJZBIJMjIyCjyIImISqur0YmIiEuFnVKWYyFlQRBgayZDRFwqrkYn6pNlKX8eR/Ta/tCmPIHU0h6uY7YzIUVEZULNmjWhUChw//59tGnTptD1VKtWDZcuXTI49vJzIiIiKv8KvYLu33//jT/++APXr19HeHg4LC0t0bp166KMjYio1ItP1UCj1UEhleV63tREgmfpmYhP1UDU6RB/cBEe754JiCJMPRvBfcJuyOwqlnDURESFY2lpialTp2Ly5MnQ6XRo2bIlEhMTce7cOVhZWSEwMDBf9UyYMAGtW7fGihUr0LVrV4SGhuLw4cPcJZGIiOgtU+Dd9z744AO4urqiefPmOHLkCJo2bYrDhw8jPj4ee/fuLY4YiYhKLXulHHKpBGqtLtfzGVnPFz23V8rxaNskPN71GSCKsG4zHJU+/ZUJKSIqc+bNm4dZs2Zh4cKFqFGjBjp06ICDBw/C09Mz33W0aNEC69atw4oVK1CvXj0cOXIEkydPfqO1SomIiKjsKfCdUtu3b4e9vT2GDx8Of39/tGzZskDrSBERlScNXFWo5qBEeEwyXK0kBt/yi6KIp+mZqOtsiQauKmhaDUXCuR/g2HcpbHyHGzFqIqKcXl6rM6+1PwVBwMSJEzFx4sQ860pISDB4nltdI0aMwIgRIwyee3l5FS54IiIiKpMKnJR68uQJfv31V5w6dQozZszAzZs3Ub9+ff2OfO3bty+OOImojNHpRP0ueHbmMlS2MHZExUMiETDd3xujdoUjOkkNWzMZTE0kyMjS4Wl6JryEeEz3bwiJRICpR314L78HqbnK2GETERndsmXL0K5dOyiVShw+fBibN2/GmjVrjB0WERERlaACJ6VsbGzQrVs3dOvWDcDzrYHnz5+PpUuXYvHixdBqtUUeJBGVLaGR8VgUGomIuNT/X29JQAsXBYa2qoF3q1YwdnhFzt/bHut71dX3+Vl6JswkOszO2IQ2cXvhKTkDwB4AmJAiIvp/Fy9exJIlS5CcnIzKlStj1apVGD6cd5ESERG9TQp1p1T2jnunTp3CjRs3YG1tja5du77RLixEVD6ERsZj1K5wJGdkwU4pg0Iqg0arRWR8GsbsDse6XvXg721v7DCLnL+3PXyr2OFqdCKexj2A0/7RkMacAwCkRZyBeZUmRo6QiKh0+emnn4wdAhERERlZgZNSDg4OsLe3R6tWrTBixAj4+vqiTp06xREbEZUxOp2IRaGRSM7IgqtKoV9fyUwihYNMhn/js7AoNBK+VewgkZS/HZYkEgE11DfxYEsvZCU8hMTUEi4jNsOq0fvGDo2IiIiIiKjUKXBSKjw8HLVq1SqOWIiojLsanYiIuFTYKWU5t/UWBNiayRARl4qr0Ynwcbc2SozFRRRFPAtdi9itkwBtJuQuNeA+YQ8ULtWNHRoREREREVGpVOCkVHZC6vHjx4iIiAAAVKtWDRUqlL91YoioYOJTNf+/hpQs1/OmJhI8Tc9CfKqmhCMrfinXDiB2yzgAgNU7veE87DtIzSyNHBUREREREVHpVeCkVGpqKiZMmIAtW7ZAp9MBAKRSKQYPHozVq1fD3Ny8yIMkorLBXimHXCqBWquDmUSa43xGlg5yqQT2SrkRoiteFvU6w7JRT5h7NYNth49y3ilGREREREREBiQFfcFHH32E06dP47///S8SEhKQkJCAn3/+GadPn8aUKVOKI0YiKiMauKpQzUGJJ2mZEEXR8KQo4ml6Jqo5KNHAtXzsQJd6IxQ6dSoAQJBI4DZ+J+w6TmFCioiIiIiIKB8KnJTavXs3vvvuO3Ts2BFWVlawsrJCp06d8M0332DXrl3FESMRlRESiYDp/t6wVJggOkmNNI0WOp2INI0WcamZsFKYYLq/d5lf5FzU6fB4bwj+WdIWDzeO1CfgmIwiIiIiIiLKvwInpdLS0uDo6JjjuIODA9LS0ookKCIqu/y97bG+V13UdbZEqkaLmGQ1UjVaeNubY03PuvD3tjd2iG9Em/oM/37ZDY/3BQOiCKmpJaDTGjssIiIiIiKiMqfAa0o1a9YMc+bMwZYtW2BqagoASE9PR0hICJo1a1bkARJR2ePvbQ/fKna4Gp2I+FQN7MxlqGwB2NhYGzu0N5JxPxz/ru6BzLi7EGQKOA9eC+vWQ4wdFhERERERUZlU4KTUypUrERAQADc3N9SrVw8AcP36dZiamuLo0aNFHiARlU0SiQAfd2sAgCiKSExMNG5Abyjxt614uHEERE06ZPYecJuwB2aVGho7LCKit96zAfOhUpWPtQpflv35WV77R0REVOCkVO3atREZGYmtW7fi1q1bAID+/ftjwIABMDMzK/IAiYiMTZuWiNgfP4KoSYeyTgBcR2+FiYWdscMiIiIiIiIq0wqclAIAc3NzjBgxoqhjISIqlaTmKriN3YHUG7+gwvvBECRSY4dERERERERU5hUqKRUREYHVq1fj5s2bAIAaNWpg/PjxqF69epEGR0RUlHQ6Ub/Olb1Sjgauqjx3Aky7fRba1GewbNAVAKCs4QtlDd8SjJaIiIiIiKh8K3BSavfu3ejXrx8aNWqkX9j8/PnzqFOnDrZv346ePXsWeZBERG8qNDIei0IjERGXCo1WB7lUgmoOSkz39zbYEVAURTw9vhqPtk+BRGYKz+DLUDhXM2LkRERERERE5VOBk1Iff/wxZsyYgblz5xocnzNnDj7++GMmpYio1AmNjMeoXeFIzsiCnVIGhVQGtVaH8JhkjNoVjvW96sLf2x46dSoebhyJpLBtAACLRl0gs3UzcvRERERERETlk6SgL4iJicHgwYNzHB84cCBiYmKKJCgioqKi04lYFBqJ5IwsuKoUMJNJIZEIMJNJ4WqlQLI6C4tCI5ERE4mouc2eJ6QkUjh+8AVcx2yDRKE0dheIiIiIiIjKpQInpXx9ffHrr7/mOH727Fm0atWqSIIiIioqV6MTERGXCjulDIJguH6UIAiwNZPBOuoE7gY3gvrBH5CqHOHxSSjsAiblKE9ERERERERFp8DT97p164ZPPvkEV65cQdOmTQE8X1Nq586dCAkJwf79+w3KEhEZU3yqBhqtDgqpLNfzpiYS1E69CiEjCWZezeE2fidkNi4lHCUREREREdHbp8BJqbFjxwIA1qxZgzVr1uR6Dnh+B4JWq33D8IiI3oy9Ug65VAK1VgcziTTH+YwsHTZVGIluLd9BjZ5TIJjIjRAlEREVls3WmRDNFMYOw4A4ZJmxQyAiIioTCjx9T6fT5evBhBQRlQYNXFWo5qDEk7RMiKIIAPBIu41R/8yHRJeJp+mZ8HJUoW7v6UxIERERERERlaACJ6WIiMoSiUTAdH9vWCpMEJ2kxjtxhzErchxaPDuO1ve3wEphgun+3pBIuH4UERERERFRSSrw9D0iorLG39se69+vjsiNE9Aqdg8A4KJ5Y0RW/QDr2teFv7e9kSMkIiIiIiJ6+zApRUTlXubTaHj+1AtOsechCgKSWkxFnfbTMdjdhndIERERERERGQmTUkRUrqVF/oZ/V70PbVIcJObWcB29FZb1Ohk7LCIiIiIiorcek1JEVK5JlbYQNWlQVKwH9/G7IXesYuyQiIiIiIiICPlMSiUlJeW7Qisrq0IHQ1Ra6HQirkYnIj5VA3ulHA1cVZzmVYaIOh0EyfN9HBQu1VFx2nGYuteFRGFu5MiIiIiIiIgoW76SUtbW1hCE/P1BrtVq3yggImMLjYzHotBIRMSlQqPVQS6VoJqDEtP9veHnZWfs8Og11DERePB1HzgNWAllDV8AgLlXU+MGRURERERERDnkKyl18uRJ/b/v3buH6dOnIygoCM2aNQMAhIWFYfPmzVi4cGHxRElUQkIj4zFqVziSM7Jgp5RBIZVBrdUhPCYZo3aFY13POvBxkBk7TMpD0pV9eLhhMHQZyXi0bTI85/6e74Q6ERERERERlax8JaXatGmj//fcuXOxYsUK9O/fX3+sW7duqFOnDjZs2IDAwMCij5KoBOh0IhaFRiI5IwuuKoU+mWEmkcLVSoLoJDWWnIzEj71rGDlSepmo0yJu9yw8OfA8MW5erTXcxu5gQoqIiIiIiKgUkxT0BWFhYWjUqFGO440aNcLFixeLJCgiY7ganYiIuFTYKWU5khmCIMDWTIaIuFREPE4xUoSUm6zkeNxf1lGfkLINmAyPj0/AxNrJyJERERERERHRqxQ4KeXu7o5vvvkmx/Fvv/0W7u7uRRIUkTHEp2qg0eqgkOb+a2FqIoFGq0NCemYJR0Z5yUp8hKg5Pkj96zgEuTlcx/wIpw9WQDDhFEsiIiIiIqLSrsBJqS+++AKrV69GnTp1MHz4cAwfPhx169bF6tWr8cUXXxRHjEQlwl4ph1wqgVqry/V8RtbzRc+tzZjwKC2kVg4wq9oSckdveM65AFXTfsYOiYjKuaCgIAiCAEEQIJfL4eXlhblz5yIrK8vYoZVZ9+7dgyAIuHbtmrFDISIiohKWrzWlXtSpUyfcvn0ba9euxa1btwAAXbt2xejRo3mnFJVpDVxVqOagRHhMMlytJAZT+ERRxNP0TNRztkC1ChZGjJJ0mWqIWRpIzSwhCAJchmyAqM2C1Fxl7NCI6C3RoUMHbNy4EWq1GocOHcK4ceMgk8kwY8YMY4dW5mg0GmOHQEREREZU4DulgOdT+D7//HPs2bMHe/bswYIFC5iQojJPIhEw3d8blgoTRCepkabRQqcTkabRIjpJDSuFCT7284ZEwsWzjSXzyb+4t6AVHm4YBFH3/I42iULJhBQRlSiFQgEnJyd4eHhgzJgxaNu2Lfbv3//a133zzTdwd3eHubk53n//faxYsQLW1tb683fv3sV7770HR0dHWFhY4J133sGJEycM6lizZg28vb1hamoKR0dH9OrVK18x63Q6LFy4EJ6enjAzM0O9evWwa9cuAM+/eGnbti0CAgIgiiIA4OnTp3Bzc8Ps2bMBAKdOnYIgCDh48CDq1q0LU1NTNG3aFH/++adBO7t370atWrWgUChQqVIlLF++3OB8pUqVMG/ePAwePBhWVlYYOXIkPD09AQANGjSAIAjw9fXNV5+IiIio7CtUUurXX3/FwIED0bx5c0RHRwMAfvjhB5w9e7ZIgyMqaf7e9ljfqy7qOlsiVaNFTLIaqRot6jpbYl2vuvD3tjd2iG+t1Buh+HtOQ2REXUJaxK/IfPy3sUMiIgIAmJmZvfaOn3PnzmH06NGYOHEirl27hnbt2mHBggUGZVJSUtCpUyf88ssvuHr1Kjp06ICuXbvi/v37AIDLly/jww8/xNy5cxEREYEjR46gdevW+Ypx4cKF2LJlC9atW4e//voLkydPxsCBA3H69GkIgoDNmzfj0qVLWLVqFQBg9OjRcHV11Selsk2bNg3Lly/HpUuXUKFCBXTt2hWZmc/XWrxy5Qr69OmDfv364Y8//kBwcDBmzZqFTZs2GdSxbNky1KtXD1evXsWsWbP0G+WcOHECMTEx2LNnT776RERERGVfgafv7d69G4MGDcKAAQPw+++/Q61WAwASExPx+eef49ChQ0UeJFFJ8ve2h28VO1yNTkR8qgb2SjkauKogkQj6b5BfpNOJuZaloiGKIp4cWoq4nTMAUQdTjwZwm7AH8gqVjB0aEb3lRFHEL7/8gqNHj2LChAmvLLt69Wp07NgRU6dOBQBUrVoVv/32Gw4cOKAvU69ePdSrV0//fN68edi7dy/279+P8ePH4/79+1AqlejSpQssLS3h4eGBBg0avDZOtVqNzz//HCdOnECzZs0AAJUrV8bZs2exfv16tGnTBq6urli/fj0GDx6M2NhYHDp0CFevXoWJieGl4pw5c9CuXTsAwObNm+Hm5oa9e/eiT58+WLFiBd59913MmjVL38cbN25g6dKlCAoK0tfh7++PKVOm6J9LpVIAgJ2dHZyc8t45Va1W6687ASApKem1fSciIqLSrcBJqfnz52PdunUYPHgwtm/frj/eokULzJ8/v0iDIzIWiUSAj7v1a8uFRsZjUWgkIuJSodE+Xwi9moMS0/29eVdVEdCmJ+Hht0OQfPn5t+aqlkFwDlwDidzMyJER0dvswIEDsLCwQGZmJnQ6HT744AMEBwe/8jURERF4//33DY41btzYICmVkpKC4OBgHDx4EDExMcjKykJ6err+Tql27drBw8MDlStXRocOHdChQwe8//77MDc3f2Xbd+7cQVpamj6ZlE2j0RgktXr37o29e/di0aJFWLt2Lby9vXPUlZ3UAgBbW1tUq1YNN2/eBADcvHkT7733nkH5Fi1a4Msvv4RWq9Unnxo1avTKePOycOFChISEFOq1REREVDoVOCkVERGR663iKpUKCQkJRRETUZkQGhmPUbvCkZyRBTulDAqpDGqtDuExyRi1KxzrOd3vjT1Y3Qupfx0HpDI4D1oNa9+RBgvQ8y41IjIGPz8/rF27FnK5HC4uLjnuJiqsqVOn4vjx41i2bBm8vLxgZmaGXr166acGWlpa4vfff8epU6dw7NgxzJ49G8HBwbh06ZLB2lQvS0lJAQAcPHgQrq6uBucUCoX+32lpabhy5QqkUikiIyOLpE+5USqVhXrdjBkz8NFHH+mfJyUlcU1TIiKiMq7AV1FOTk64c+cOKlWqZHD87NmzqFy5clHFRVSq6XQiFoVGIjkjC64qhT5RYiaRwtVKgugkNRaFRsK3ih2TJG+gQs950MTdheuYbTCv0sTgHO9SIyJjUSqV8PLyKtBrqlWrhkuXLhkce/n5uXPnEBQUpL+jKiUlBffu3TMoY2JigrZt26Jt27aYM2cOrK2tERoaih49euTZds2aNaFQKHD//n20adMmz3JTpkyBRCLB4cOH0alTJ3Tu3Bn+/v4GZc6fP4+KFSsCAJ49e4bbt2+jRo0aAIAaNWrg3LlzOfpUtWpV/V1SuZHL5QAArVabZxngeQLtxSQaERERlX0FTkqNGDECEydOxPfffw9BEPDw4UOEhYVh6tSp+jUEiMq7q9GJiIhLhZ1SZnDnDgAIggBbMxki4lJxNToxX9MA6TlRm4WM+9dg5vl8aod5lSbwWnQLgonMoBzvUiOismbChAlo3bo1VqxYga5duyI0NBSHDx82+Azx9vbGnj170LVrVwiCgFmzZkH3/zuNAs+nDf79999o3bo1bGxscOjQIeh0OlSrVu2VbVtaWmLq1KmYPHkydDodWrZsicTERJw7dw5WVlYIDAzEwYMH8f333yMsLAwNGzbEtGnTEBgYiPDwcNjY2Ojrmjt3Luzs7ODo6IjPPvsM9vb26N69O4DnSa133nkH8+bNQ9++fREWFoavvvoKa9aseWV8Dg4OMDMzw5EjR+Dm5gZTU1OoVNxVlYiI6G1Q4N33pk+fjg8++ADvvvsuUlJS0Lp1awwfPhyjRo167SKfROVFfKoGGq0OCmnuv0KmJhJotDrEp756Nyb6n6ykOPyztD3uLWiFjH+u6Y+/nJB6+S41M5kUEokAM5kUrlYKJKuzsCg0EjpdzkXpiYiMpUWLFli3bh1WrFiBevXq4ciRI5g8eTJMTU31ZVasWAEbGxs0b94cXbt2RUBAABo2bKg/b21tjT179sDf3x81atTAunXr8OOPP6JWrVqvbX/evHmYNWsWFi5ciBo1aqBDhw44ePAgPD098fjxYwwbNgzBwcH69kJCQuDo6IjRo0cb1LNo0SJMnDgRPj4+iI2NxX//+1/9nU4NGzbETz/9hO3bt6N27dqYPXs25s6da7DIeW5MTEywatUqrF+/Hi4uLjnWpSIiIqLySxBz204sHzQaDe7cuYOUlBTUrFkTFhYWRR1bmZKUlASVSoXExERYWVkZO5xXEkURiYmJUKlUOe7yoVfLHrs7SSJ6br4CC4UUZrKcUxLSNFqkarTYE9SId0rh9e+5tLsX8OCrXsh6+gASUwu4jvkRlvW75FrXlX8T0GPT5bdm7Pn7Wjgct8Irr2NXGj+nR4wYgVu3buHXX381diivderUKfj5+eHZs2evXL+qJGX/TIWvx0M0K13T+sQhy4qmnnL6+/ii8t7H8t4/gH0sL9jHsq+09S+/114FvlNq6NChSE5OhlwuR82aNdG4cWNYWFggNTUVQ4cOfaOgicqKBq4qVHNQ4klaJl7O64qiiKfpmajmoEQDV04/eBVRFPE0dB3uLWiFrKcPIHeuBs85F/NMSAG8S42Iyq5ly5bh+vXruHPnDlavXo3NmzcjMDDQ2GERERERGU2Bk1KbN29Genp6juPp6enYsmVLkQRFVNpJJAKm+3vDUmGC6CQ10jRa6HQi0jRaRCepYaUwwXR/by5y/go6TToefjsUsZvHANpMWPq8D885F6FwqfHK19kr5ZBLJVBrdbmez8h6vui5vVJeHGETEeWqY8eOsLCwyPXx+eefAwAuXryIdu3aoU6dOli3bh1WrVqF4cOHv3Hb9+/fz7NtCwsL3L9//43bICIiIioO+U5KJSUlITExEaIoIjk5GUlJSfrHs2fPcOjQITg4OBSo8TNnzqBr165wcXGBIAjYt2+fwXlRFDF79mw4OzvDzMwMbdu2zbFF8dOnTzFgwABYWVnB2toaw4YN0299nC08PBytWrWCqakp3N3dsWTJkhyx7Ny5E9WrV4epqSnq1KmDQ4cOFagv9Pbx97bH+l51UdfZEqkaLWKS1UjVaFHX2RLruND2ayWc/g6JZzcBggQOfRbBbcJuSM1eP6WGd6kRUWn07bff4tq1a7k+stdl+umnnxAXF4f09HT89ddfOdZrKiwXF5c827527RpcXFzeuA1fX1+Iolhqpu4RERFR+ZDv3fesra0hCAIEQUDVqlVznBcEASEhIQVqPDU1FfXq1cPQoUNz3cp4yZIlWLVqFTZv3gxPT0/MmjULAQEBuHHjhn5h0AEDBiAmJgbHjx9HZmYmhgwZgpEjR2Lbtm0AnifT2rdvj7Zt22LdunX4448/MHToUFhbW2PkyJEAgN9++w39+/fHwoUL0aVLF2zbtg3du3fH77//jtq1axeoT/R28fe2h28VO1yNTkR8qgb2SjkauKp4h1Q+2Lw7Bul3z0PVKggWtdrm+3XZd6mN2hWO6CQ1bM1kMDWRICNLh6fpmbxLjYiMwtXV1Whtm5iYwMvLy2jtExERERVWvhc6P336NERRhL+/P3bv3g1bW1v9OblcDg8Pjzf6Jk4QBOzdu1e/rbAoinBxccGUKVMwdepUAEBiYiIcHR2xadMm9OvXDzdv3kTNmjVx6dIlNGr0fAv5I0eOoFOnTnjw4AFcXFywdu1afPbZZ4iNjdXvDjN9+nTs27cPt27dAgD07dsXqampOHDggD6epk2bon79+li3bl2+4i+NC6jmpbQtgFaWlNax0+nEUp0YE0URCc+eQQzfDevmgyCRm77+Ra8RGhmPRaGRiIhLhUb7fMpeNQclpvt7l6tEYWl9z5V2HLfCK69jV5Y+pyl/uNB5+VDe+1je+wewj+UF+1j2lbb+5ffaK993SrVp0wYAEBUVhYoVKxZ7J6OiohAbG4u2bf93B4VKpUKTJk0QFhaGfv36ISwsDNbW1vqEFAC0bdsWEokEFy5cwPvvv4+wsDC0bt1an5ACgICAACxevBjPnj2DjY0NwsLC8NFHHxm0HxAQkGM6IVFp9KrkTGmZQqhNS8Sz7wch449DyPj7IlyGfvPGdeZ1l9qpu0/Q4ZvzpXo8iIiIiIiIqABJqWyhoaGwsLBA7969DY7v3LkTaWlpRbaLTGxsLADA0dHR4Lijo6P+XGxsbI51rExMTGBra2tQxtPTM0cd2edsbGwQGxv7ynZyo1aroVar9c+TkpIAPM9O5vPmM6PJjrG0x1kalbaxC42Mx5jd4UjOyIKdUgaF1ARqrQ5/xCRh9K7rWNvT+GtbZTz4Ew9W90Tmo0gIJgqYVm5cZOMnCEBDt/+tHVUWxqOgStt7rqzguBVeeR278tYfIiIiovKgwEmphQsXYv369TmOOzg4YOTIkW/N1sYLFy7MdQ2t7MXgSzNRFPWLwZeG2/rKktI0djqdiO9/vQlrIRNVK8gAAQCe70hXydwEcamZ+P7Xm2hgX8doU9fSf9+DhB8nQNSkQVC5wnbYFkg8GiIxMbHI2yoL41EYpek9V5Zw3AqvvI5d9pdHRERERFR6FDgpdf/+/Rx3HgGAh4dHkW457OTkBAB49OgRnJ2d9ccfPXqE+vXr68vExcUZvC4rKwtPnz7Vv/7/2rvz8Jiu/w/g75nJzGSyb7JHgkQsFWKPfUmJr2+rRamqpdXaq0oppRVU7UuritKGamup2ooKtZXYSawRoRQR1JI9mUlmzu8Pv9yvkSD7TOL9eh7PY+69c+7nnDvLyWfOOdfd3R137twxOib38fOOyd2fn/HjxxtN+UtJSYGPjw/s7e3Nfq2K3KSZucw1LU/Mqe1O3khC1C0tbNQq3MlW5NmfARmibmnxdxrQwKds70QncrJx99dP8DByAQDAqlZ72L61BI5eVUut3cy5PYrDnF5z5QnbregqattVpLoQERERVRSFTkq5urrizJkz8PPzM9p++vRpODs7l1RcqFKlCtzd3bF7924pCZWSkoKjR49iyJAhAICQkBAkJSXh5MmTaNCgAYBH0wsNBgOaNGkiHTNhwgRkZ2dDqVQCAHbt2oXAwEA4OjpKx+zevRsjR46Uzr9r1y6EhIQ8NT61Wg21Ou+imrl3KDR3uXGWh1jNjbm03f2MbGj1Ak4KBQTyxqK2UOBBZg7uZ2SXWKwFXVA9J+UOkg/+CABw7jwOlbpNRUpqWqm2mynao6yYy2uuvGG7FV1FbLuKVBciIiKiiqLQSalevXphxIgRsLW1RatWrQA8ujPfhx9+iDfffLNQZaWlpeHy5cvS46tXryImJgZOTk6oXLkyRo4ciS+++AIBAQGoUqUKPvvsM3h6ekp36KtZsybCwsLw/vvvY8mSJcjOzsbw4cPx5ptvSncCfOuttzB58mQMGDAAn3zyCc6dO4evvvoK8+fPl8774YcfonXr1pg7dy46d+6MNWvW4MSJE/juu+8K2zxEZcbFWgWVQg6t3gCNPO/IoKycR4t8u1ir8nl24RVmQXWlsw+8hvwCgzYDdg1fL/Eprfklx8q6PYiIiIiIiKh4Cp2Umjp1Kq5du4b27dvDwuLR0w0GA/r27Ysvv/yyUGWdOHECbdu2lR7nTofr168fVqxYgbFjxyI9PR0DBw5EUlISWrRogR07dsDS8n+3k//5558xfPhwtG/fHnK5HN26dcPXX38t7be3t8fOnTsxbNgwNGjQAC4uLvj8888xcOBA6ZhmzZrhl19+wcSJE/Hpp58iICAAmzZtwksvvVTY5iEqM8Fe9gh0tcaZxFR42cmNRgEIIfAgMxtBHrYI9ir+VLU98fcwaP3jC4grodUbcCYxFYPWn8HSbnVQ7/o6KCtVhW3dTgAAmzodi33ep8WSX3JsbFv/MmsPIiIiIiIiKj6ZKOIQhkuXLuH06dPQaDSoU6cOfH19Szq2ciUlJQX29vZITk4uF2tKJScnV7j1QspCSbVdQafBPY+ULNLmwEmjhKWFHFk5BjzIzIad2gJLuhf/bnMGg0DYsiM4cysVXvbqPMmee0nJmJKxGI3+3QG5lQOqTb8ApYOHURkl1W55k2OPRkbdz8iGrdoCg0N8seTwP6XaHmWN79eiYbsVXUVtu/L0PU0Fk3tNk5KSYG9fMX9wqKjvx8dV9DpW9PoBrGNFwTqWf+ZWv4L2vQo9UipX9erVUb169aI+neiFVZhpcM/TLsAFS7sHSeU9zMyGSiFHkIdtkcrLT3RCMuLupsPZWpnnw81Vl4gptyeiivYKhFyBSq9OhIX9028QUBwGg8CMPfFIzcoxSo5p5Ap42cmRkKJFZNxdLO5WB7P2Xi619iAiIiIiIqKSUaCk1KhRozB16lRYW1sb3XEuP/PmzSuRwIgqoudOgyvCSJ52AS5oU825REZe5edeug46vQFqhdJoe1DKEQz5Zyqs9Wl4KLdH9psRqN3x9RI5Z36elRyTyWRw0igRdzcdjholdrzftNTag4iIiIiIiEpGgZJS0dHRyM7Olv7/NOYwRIzIXBVkpM+MPfFoU8250AkUuVyGBj4OpRB1PguqC4Eud1bi9dsrIIfAJU1NTHX7DN/Vavv8worhacmxXJYWcjzMzMa9dF2ptgcRERERERGVjAIlpfbu3Zvv/4mo4Ao60ic6IdmsEir5LajumH0Pcgjsdn4Vs2zfR01P51JfQJx31yMiIiIiIqpY5KYOgOhF8b+RPvm/7Swt5NDpDbiXrivjyJ5NLpdhXLsA2KoUSEjRIkOnx48eH2CW92RMsxsGjaUVxrULKPXpcbnJsfsZ2Xjy/gy5d9cLdLXm3fWIiIiIiIjKiQKNlOratWuBC9ywYUORgyGqyMrzSJ8G/0ZiLX7BePfxuPhvFh7qBe5YNkNQERdoL4rc5Nig9WeQkKLN9+56ZZEcIyIiIiIiopJRoKTU47fZFUJg48aNsLe3R8OGDQEAJ0+eRFJSUqGSV0QvmvymweXKHekT5GFrViN9RI4Od9Z8jAe7FsISwOp3uuJq524mW0C8LO42SERERERERGWjQEmpiIgI6f+ffPIJevTogSVLlkCheDTaQ6/XY+jQobCzsyudKIkqgPI20if74S3cXNQDmfFRAACXLp/BsVV/OOUzyqsslfbdBomIiIiIiKhsFCgp9bgffvgBBw8elBJSAKBQKDBq1Cg0a9YMs2fPLtEAiSqS8jLSJz3uABIW9UBO8m3IrezhNXAVbINfMXVYEt5dj4iIcjn+PBFCoy6z84l35pTZuYiIiCq6QielcnJycPHiRQQGBhptv3jxIgwGQ4kFRlRRmftIn6SDP+LWDwMAfQ7U3i/B+4MNULsHmDqscsVgEGZ7fYmIiIiIiMxFoZNS77zzDgYMGIArV66gcePGAICjR49ixowZeOedd0o8QKKKyJxH+lhWrgeZQgnbRm/A891lkKutTR1SubIn/p40Ek6nf7R4fWAZLghPRERERERUXhQ6KTVnzhy4u7tj7ty5SExMBAB4eHhgzJgxGD16dIkHSESlz6DNgFxtBQCwrByEqpNPQeURaLQYOz3fnvh7GLT+DFKzcuBsrYRaoYRWb8CZxFQMWn8GS7sHMTFFRERERET0/+SFfoJcjrFjxyIhIQFJSUlISkpCQkICxo4da7TOFBGVD6nRvyN+tB8yLh+Rtqk9azAhVUgGg8CMPfFIzcqBl70aGqUCcrkMGqUCXnZqpGpzMGNPPAwGYepQiYiIiIiIzEKhk1LAo3Wl/vzzT6xevVr6w/XWrVtIS0sr0eCIqPQIgx53f/sMNxa8Cn3qv3iwY56pQyrXohOSEXc3Hc7WyjwJPZlMBieNEnF30xGdkGyiCImIiIiIiMxLoafv/fPPPwgLC8P169eh1Wrx8ssvw9bWFjNnzoRWq8WSJUtKI04iKkH6tAe4uaQ30s/uAAA4vfwB3N7k3YSK4166Djq9AWqFMt/9lhZyPMzMxr10XRlHRkREREREZJ4KPVLqww8/RMOGDfHw4UNoNBpp++uvv47du3eXaHBEVPIy/4nG35MaIP3sDshUGngOXAX3t7+GzEJl6tDKNRdrFVQKObT6/O9CmpXzaNFzF2u2MxEREREREVCEkVIHDhzAoUOHoFIZ/2Hl5+eHhISEEguMiEpe1o2zuDa1GUR2FpSVqsJnxAZYVq5r6rAqhGAvewS6WuNMYiq87ORGU/iEEHiQmY0gD1sEe9mbMEoiIiIiIiLzUeiRUgaDAXq9Ps/2mzdvwtbWtkSCIqLSofZ+CTZBnWBTtzOqTj7BhFQJkstlGNcuALZqCySkaJGh08NgEMjQ6ZGQooWd2gLj2gVALucC8kREREREREARklIdOnTAggULpMcymQxpaWmYNGkS/vOf/5RkbERUArIfJMCQ9egmBDKZDF6DfoLPyC1QWDuaOLKKp12AC5Z2D0KQhy3SdXokpmqRrtMjyMMWS7oHoV2Ai6lDJCIiIiIiMhuFnr43Z84chIWFoVatWsjKysJbb72F+Ph4uLi4YPXq1aURIxEVUXrsPtz8tiesa7aD15BfIJPJIFdbmTqsCq1dgAvaVHNGdEIy7qXr4GKtQrCXPUdIERERERERPaHQSSkfHx+cPn0aa9euxenTp5GWloYBAwagd+/eRgufE5HpCCFw/4+5uPvrOMCghzYxFoaMJI6OKiNyuQwNfBxMHQYREREREZFZK1RSKjs7GzVq1MDWrVvRu3dv9O7du7TiIqIi0memIvH7AUg5/isAwL5ZH3j0X8IRUkREZOTxGzLkZ9KkSQgPDy+183/33Xf45ZdfcOrUKaSmpuLhw4dwcHAotfMRERGR+SlUUkqpVCIrK6u0YiGiYtImxuHG169DdysWUFjA/a0FcGw/9Ll/eBAR0YsnMTFR+v/atWvx+eefIy4uTtpmY2NTqufPyMhAWFgYwsLCMH78+FI9FxEREZmnQi90PmzYMMycORM5OTmlEQ8RFZEw6HFj/ivQ3YqFhYMn/Mbvh1PoMCakiIgoX+7u7tI/e3t7yGQy6fGdO3fwyiuvwNbWFnZ2dmjQoAFOnDghPffgwYNo2bIlNBoNfHx8MGLECKSnp0v7/fz8MHXqVPTq1QvW1tbw8vLCokWLjM4/cuRIjBs3Dk2bNi2zOhMREZF5KXRS6vjx49iwYQMqV66Mjh07omvXrkb/iMg0ZHIFPN5dButa7VF18klYBTQzdUhERFRO9e7dG97e3jh+/DhOnjyJcePGQalUAgCuXLmCsLAwdOvWDWfOnMHatWtx8OBBDB8+3KiM2bNno27duoiOjsa4cePw4YcfYteuXaaoDhEREZmpQi907uDggG7dupVGLERUSDmp96C9eQ7WNdsAAKxrtIZVYCuOjiIiomK5fv06xowZgxo1agAAAgICpH3Tp09H7969MXLkSGnf119/jdatW2Px4sWwtLQEADRv3hzjxo0DAFSvXh1RUVGYP38+Xn755SLFpNVqodVqpccpKSlFKoeIiIjMR6GTUhEREaURBxEVUubfx3Hzm+7Qpz9AlUnHoPasCeD5C9cSERE9z6hRo/Dee+9h1apVCA0NxRtvvIFq1aoBAE6fPo0zZ87g559/lo4XQsBgMODq1auoWfPR91FISIhRmSEhIViwYEGRY5o+fTomT55c5OcTERGR+Snw9D2DwYCZM2eiefPmaNSoEcaNG4fMzMzSjI2InuLhvuW4Nq0Fsu9fh4W9B4TBYOqQiIioAgkPD8f58+fRuXNn7NmzB7Vq1cLGjRsBAGlpaRg0aBBiYmKkf6dPn0Z8fLyUuCoN48ePR3JysvTvxo0bpXYuIiIiKhsFHik1bdo0hIeHIzQ0FBqNBl999RXu3r2LH374oTTjI6LHGHRZuP3TB0javxwAYBP8KrwG/giFlb2JIyMiooqmevXqqF69Oj766CP06tULEREReP3111G/fn1cuHAB/v7+z3z+kSNH8jzOHUVVFGq1Gmq1usjPJyIiIvNT4JFSP/74I7799ltERkZi06ZN+P333/Hzzz/DwBEaRGUi+/51XPuy5aOElEyGSt2nwWfERiakiIioRGVmZmL48OHYt28f/vnnH0RFReH48eNSQumTTz7BoUOHMHz4cMTExCA+Ph6bN2/Os9B5VFQUZs2ahUuXLmHRokX49ddf8eGHH0r7b9++jZiYGFy+fBkAcPbsWcTExODBgwdlV1kiIiIyqQKPlLp+/Tr+85//SI9DQ0Mhk8lw69YteHt7l0pwRPQ/D/d+h6yrJ6CwdoLXkNWwqdMhzzEGg0B0QjLupevgYq1CsJc95HKuMUVERAWnUChw//599O3bF3fu3IGLiwu6du0qrecUFBSE/fv3Y8KECWjZsiWEEKhWrRp69uxpVM7o0aNx4sQJTJ48GXZ2dpg3bx46duwo7V+yZInRGlGtWrUC8Gj90v79+5d+RYmIiMjkCpyUysnJke6mkkupVCI7O7vEgyKivCq9Ngn6jIdw7jQGqkp+efbvib+HGXviEXc3HTq9ASqFHIGu1hjXLgDtAlzKPmAiIio3+vfvLyWCVCoVVq9e/czjGzVqhJ07dz7zGDs7O6xbt+6p+8PDwxEeHl7YUImIiKgCKXBSSgiB/v37G83lz8rKwuDBg2FtbS1t27BhQ8lGSPSC0mem4P4fc1Hp1YmQWSghs1DCo++ifI/dE38Pg9afQWpWDpytlVArlNDqDTiTmIpB689gafcgJqaIiIiIiIjIrBQ4KdWvX788295+++0SDYboRfKsqXbaW7G48fXr0CXGwZCVCve35j2znBl74pGalQMvezVkskdlaOQKeNnJkZCixYw98WhTzZlT+YiIiIiIiMhsFDgpFRERUZpxEL1QnjXVruHDvbj1/bswZKXBwtELdk16PrOs6IRkxN1Nh7O1UkpI5ZLJZHDSKBF3Nx3RCclo4ONQirUiIiJ65Nq1a6YOgYiIiMqBAieliKhkPG2q3blbSTj87TC4P3i0/oZVzbbwHroGFnauzyzvXroOOr0BaoUy3/2WFnI8zMzGvXRdideFiIiIiIiIqKiYlCIqQ0+baueqT8Hkf8NRKz0GAODU6WO4vTEdMsXz36Iu1iqoFHJo9QZo5Io8+7NyHo3EcrFWlWhdiIiIiIiIiIpDbuoAiF4kT5tqZ61PRZXMS8iUazDN/TMkNJ9QoIQUAAR72SPQ1Rr3M7IhhDDaJ4TAg8xsBLpaI9jLvkTrQkRERERERFQcTEoRlaH/TbUzfuvdtqyMb/wmY5L/EuzRtCjUVDu5XIZx7QJgq7ZAQooWGTo9DAaBDJ0eCSla2KktMK5dABc5JyIiIiIiIrPCpBRRGcqdaieyM/Hu9VmomXpK2nfWrjH+tvAp0lS7dgEuWNo9CEEetkjX6ZGYqkW6To8gD1ss6R6EdgEuJV0VIiIiIiIiomLhmlJEZSjYyx4hdil489wnqK67jHoph/FxrdXQyS2lqXZBHrZFmmrXLsAFbao5IzohGffSdXCxViHYy54jpIiIiIiIiMgsMSlFVIYyzu/ExNj3INc9RJLcHgu8PkUW1MjS6fEgM7vYU+3kchka+DiUbNBEREREREREpYBJKaIyIAwG3Ns6Hf9u+AxyIaDzrI8FHp/haLINdKlaqBRyBHnYYly7AE61IyIiIiIiohcCk1JEpcygy8LNb3siLXoLAMChzUC4v/011ihUnGpHRERERERELywmpYhKmUyphsLSFjKlGu59v4Vjq3elfZxqR0REVDwPe38Be/vCr8VIREREpsekFFEpEfocyBQWkMlk8HjnOzh3+hiWvvVMHRYRERERERGRWZCbOgCiikbkZOP2L6NwY2E3CIMBACBXWzEhRURERERERPQYjpQiKkE5Sbdx89ueyIj7CwCQEbcf1jXbmjgqIiIiIiIiIvPDpBRRCcmIP4Sb37yBnKRbkFvawnPgj0xIERERERERET0Fk1JExSSEwMM/F+H26o8AfQ7UnrXgPWID1B6Bpg6NiIiIiIiIyGwxKUVUTHfXfYL722cDAOwa94DngO8ht7QxcVRERERERERE5s3sFzpPTU3FyJEj4evrC41Gg2bNmuH48ePS/rS0NAwfPhze3t7QaDSoVasWlixZYlRGVlYWhg0bBmdnZ9jY2KBbt264c+eO0THXr19H586dYWVlBVdXV4wZMwY5OTllUkcq3+wadodMZQW3XnPhNXQNE1JEREREREREBWD2I6Xee+89nDt3DqtWrYKnpyd++uknhIaG4sKFC/Dy8sKoUaOwZ88e/PTTT/Dz88POnTsxdOhQeHp64tVXXwUAfPTRR9i2bRt+/fVX2NvbY/jw4ejatSuioqIAAHq9Hp07d4a7uzsOHTqExMRE9O3bF0qlEl9++aUpq09mKifpNpSOHgAATbXGCJh7DRZ2lUwcFREREREREVH5YdZJqczMTPz222/YvHkzWrVqBQAIDw/H77//jsWLF+OLL77AoUOH0K9fP7Rp0wYAMHDgQCxduhTHjh3Dq6++iuTkZHz//ff45Zdf0K5dOwBAREQEatasiSNHjqBp06bYuXMnLly4gD///BNubm6oV68epk6dik8++QTh4eFQqVSmagIyM8JgQMofM5C4ZyH8Jh6ExjcYAJiQIiIiMhHHnydCaNSleg7xzpxSLZ+IiOhFZdZJqZycHOj1elhaWhpt12g0OHjwIACgWbNm2LJlC9599114enpi3759uHTpEubPnw8AOHnyJLKzsxEaGio9v0aNGqhcuTIOHz6Mpk2b4vDhw6hTpw7c3NykYzp27IghQ4bg/PnzCA4OzhObVquFVquVHqekpAB4tOi1EKLkGqEU5MZo7nGaG336QyQsfRvpZ/4AAKRG/w7LyvVMG1Q5wddc0bHtiobtVnQVte0qWn2IiIiIKgKzTkrZ2toiJCQEU6dORc2aNeHm5obVq1fj8OHD8Pf3BwAsXLgQAwcOhLe3NywsLCCXy7Fs2TJpZNXt27ehUqng4OBgVLabmxtu374tHfN4Qip3f+6+/EyfPh2TJ0/Osz05OdnsO75CCKSlpQEAZDKZiaMpH7JvnsWDH/pCf/8aYKGGfY/5UDXpheTkZFOHVi7wNVd0bLuiYbsVXUVtu9wfj4iIiIjIfJh1UgoAVq1ahXfffRdeXl5QKBSoX78+evXqhZMnTwJ4lJQ6cuQItmzZAl9fX/z1118YNmwYPD09jUZHlbTx48dj1KhR0uOUlBT4+PjA3t4ednZ2pXbekpCbNLO3t69Qf3CUluSoVbi3YhBEdhaULn6w778CLrVbsu0Kga+5omPbFQ3bregqattVpLoQERERVRRmn5SqVq0a9u/fj/T0dKSkpMDDwwM9e/ZE1apVkZmZiU8//RQbN25E586dAQBBQUGIiYnBnDlzEBoaCnd3d+h0OiQlJRmNlrpz5w7c3d0BAO7u7jh27JjReXPvzpd7zJPUajXU6rzrF8hkMrPp+BoMAtEJybiXroOLtQrBXvaQyx/FlhunucRqrlJjtuHWsn4AAOs6YfAa9BPS9Aq2XRHwNVd0bLuiYbsVXUVsu4pUFyIiIqKKwuyTUrmsra1hbW2Nhw8fIjIyErNmzUJ2djays7Mhl8uNjlUoFDAYDACABg0aQKlUYvfu3ejWrRsAIC4uDtevX0dISAgAICQkBNOmTcPdu3fh6uoKANi1axfs7OxQq1atMqxlydkTfw8z9sQj7m46dHoDVAo5Al2tMa5dANr6O5s6vHLDJigMNnX/A0u/Bqj02iRAJgc4ZY+IiIiIiIio2Mw+KRUZGQkhBAIDA3H58mWMGTMGNWrUwDvvvAOlUonWrVtjzJgx0Gg08PX1xf79+/Hjjz9i3rx5AB5NPxgwYABGjRoFJycn2NnZ4YMPPkBISAiaNm0KAOjQoQNq1aqFPn36YNasWbh9+zYmTpyIYcOG5Tsaytztib+HQevPIDUrB87WSqgVSmj1BpxJTMWg9WewpFsdNHBVmjpMs5Vx5SgsfepCrrKETK6Az8gtkMkVALhQLhEREREREVFJkT//ENNKTk7GsGHDUKNGDfTt2xctWrRAZGQklMpHSZU1a9agUaNG6N27N2rVqoUZM2Zg2rRpGDx4sFTG/Pnz8d///hfdunVDq1at4O7ujg0bNkj7FQoFtm7dCoVCgZCQELz99tvo27cvpkyZUub1LS6DQWDGnnikZuXAy14NjVIBuVwGjVIBLzs1UrU5mLU3HgYDkytPEkLgfuQCXPuiOW6vGi5tz01IEREREREREVHJMfuRUj169ECPHj2eut/d3R0RERHPLMPS0hKLFi3CokWLnnqMr68vtm/fXuQ4zUV0QjLi7qbD2VqZZ/0MmUwGJ40ScXfTEfdvGpo6OpgmSDNk0Kbj1vfvIeXomkePszMhcrIhs+CIMiIiIiIiIqLSYPZJqRfdsxYrz8+9dB10egPUivyTKZYWciRlGpCUmV1aIZc72tvxuLmwK7Q3zwEKC7i9ORdOL3/ARXGJiIiIiIiIShGTUmbsWYuVtwtwyfc5LtYqqBRyaPUGaPKZdpaV86gcBw1HAAFAavTvSFj6NgyZKbCwd4f38F9hVb2FqcMiIiIiIiIiqvDMfk2pF1XuYuVnbqXCRq2Ah60aNmqFtFj5nvh7+T4v2Msega7WuJ+RnWdRbiEEHmRmI9DVGoGVbMqiGmZNn5mCW8vfgSEzBZqA5qgy5RQTUkRERERERERlhEkpM1SQxcpn7Ml/sXK5XIZx7QJgq7ZAQooWGTo9DAaBDJ0eCSla2KktMLZtwDOnAL4oFBo7eA3+BU4vj4DfuD1QOniYOiQiIiIiIiKiFwaTUmaooIuVRyck5/v8dgEuWNo9CEEetkjX6ZGYqkW6To8gD1ss6R701Kl/L4LMa6eQdm6X9NimTge4v/0VZBYqE0ZFRERUNP3794dMJoNMJoNKpYK/vz+mTJmCnJwcU4f2TBs2bECHDh3g7OwMmUyGmJgYU4dEREREJsA1pcxQQRYrf5iZjXvpuqeW0S7ABW2qOee7SPqT0/peFEkHViBx5RDIlJaoGn4CKrdqpg6JiIio2MLCwhAREQGtVovt27dj2LBhUCqVGD9+vKlDe6r09HS0aNECPXr0wPvvv2/qcIiIiMhEOFLKDD2+WHl+chcrd7F+9ugeuVyGBj4O6FjDFQ18HF7YKXuGbC0SVwzGreXvQGRnwap6CyhsnEwdFhERUYlQq9Vwd3eHr68vhgwZgtDQUGzZsgUAEBUVhTZt2sDKygqOjo7o2LEjHj58CADQarUYMWIEXF1dYWlpiRYtWuD48eNSufv27YNMJkNkZCSCg4Oh0WjQrl073L17F3/88Qdq1qwJOzs7vPXWW8jIyJCe16ZNGwwfPhzDhw+Hvb09XFxc8Nlnnxn9KNanTx98/vnnCA0NLaNWIiIiInPEpJQZKuhi5cFe9iaKsPzIfnAT/0xvjYd7lwIyGSq9Phk+H26GwtrR1KERERGVCo1GA51Oh5iYGLRv3x61atXC4cOHcfDgQbzyyivQ6/UAgLFjx+K3337DypUrcerUKfj7+6Njx4548OCBUXnh4eH45ptvcOjQIdy4cQM9evTAggUL8Msvv2Dbtm3YuXMnFi5caPSclStXwsLCAseOHcNXX32FefPmYfny5WXWBkRERFQ+cPqeGcpdrHzQ+jNISNHCSaOEpYUcWTkGPMjMhp3aAuPacbHy50mP3Yubi3pCn/ov5FYO8Br8C2zrdjJ1WERERKVCCIHdu3cjMjISH3zwAWbNmoWGDRvi22+/lY6pXbs2gEfT5xYvXowVK1agU6dH343Lli3Drl278P3332PMmDHSc7744gs0b94cADBgwACMHz8eV65cQdWqVQEA3bt3x969e/HJJ59Iz/Hx8cH8+fMhk8kQGBiIs2fPYv78+cWaqqfVaqHVaqXHKSkpRS6LiIiIzANHSpkpLlZefCnH10Of+i/Uleui6uSTTEgREVGFtHXrVtjY2MDS0hKdOnVCz549ER4eLo2Uys+VK1eQnZ0tJZsAQKlUonHjxoiNjTU6NigoSPq/m5sbrKyspIRU7ra7d+8aPadp06ZGN2sJCQlBfHy8NEqrKKZPnw57e3vpn4+PT5HLIiIiIvPAkVJm7FmLldPzufWaBwt7dziHjYZcbWXqcIiIiEpF27ZtsXjxYqhUKnh6esLC4lH3TqPRlEj5SuX/brwik8mMHuduMxjyXwezJI0fPx6jRo2SHqekpDAxRUREVM5xpJSZ42LlBadNjEPiyqEQhke/wsqValTq8hkTUkREVKFZW1vD398flStXlhJSwKMRTrt37873OdWqVYNKpUJUVJS0LTs7G8ePH0etWrWKHdPRo0eNHh85cgQBAQFQKBRFLlOtVsPOzs7oHxEREZVvHClFT2UwiHIzSivlxEbcWtYPhqxUWDh6odKrE0wdEhERkUmNHz8ederUwdChQzF48GCoVCrs3bsXb7zxBlxcXDBkyBCMGTMGTk5OqFy5MmbNmoWMjAwMGDCg2Oe+fv06Ro0ahUGDBuHUqVNYuHAh5s6dK+1/8OABrl+/jlu3bgEA4uLiAADu7u5wd3cv9vmJiIiofGBSivK1J/4eZuyJR9zddOj0BqgUcgS6WmNcuwCzWs9K6HNw97fPcH/bDACAVY3WcGz9nomjIiIiMr3q1atj586d+PTTT9G4cWNoNBo0adIEvXr1AgDMmDEDBoMBffr0QWpqKho2bIjIyEg4Ohb/DrV9+/ZFZmYmGjduDIVCgQ8//BADBw6U9m/ZsgXvvPOO9PjNN98EAEyaNAnh4eHFPj8RERGVDzIhhDB1EBVBSkoK7O3tkZycbPbDyYUQSE5Ohr29vdEipLn2xN/DoPVnkJqVA2drJdQKObR6A+5nZMNWbYGlZrLQek7Kv0hY3AvpFx5NTXAKGwW3N2ZAZqF8zjOL7nltR/ljuxUd265o2G5FV1Hbrjx9T5d3bdq0Qb169bBgwYJSPU/uNZUtGg6hUZfqucQ7c0q1/Keet4K+Hx9X0etY0esHsI4VBetY/plb/Qra9+JIqXKmtKfUGQwCM/bEIzUrB172aunFrJEr4GUnR0KKFjP2xKNNNWeTTuXLvHYKN756DTkPbkCmtobngO9h36SnyeIhIiIiIiIiosJhUqocKYspddEJyYi7mw5na2We7KpMJoOTRom4u+mITkhGAx+HEjlnUcjkFtCn3YPKLQDeIzbC0ru2yWIhIiIiIiIiosJjUqqcyDulTgmt3oAziakYtP5MiU2pu5eug05vgFqR/xQ4Sws5HmZm4166rtjnKiwhhJQos6wchMqjtsPSNxgKK/syj4WIiIjyt2/fPlOHQEREROWE3NQB0PM9OaVOo1RALpdBo1TAy06NVG0OZuyJh8FQ/OXBXKxVUP3/GlL5ycp5NELLxVpV7HMVRvb967j2RQtkXD4sbbOu2YYJKSIiIiIiIqJyikmpcqAwU+qKK9jLHoGu1rifkY0n18AXQuBBZjYCXa0R7FV2yaC083/i78/rI/PyISRGDIIw5J8wIyIiIiIiIqLyg0mpcuB/U+ryv1yWFnLo9IYSmVInl8swrl0AbNUWSEjRIkOnh8EgkKHTIyFFCzu1Bca1CyiTRc6FELi3dQauz+4Ifdp9WPo1gM9Hv0Mm58uWiIiIiIiIqLzjX/flQFlPqWsX4IKl3YMQ5GGLdJ0eialapOv0CPKwxZISWrvqefSZKbi5sBvu/joeEAY4tHoXfhMOQuXiW+rnJiIiIiIiIqLSx4XOy4HcKXVnElPhZSc3msKXO6UuyMO2RKfUtQtwQZtqzohOSMa9dB1crFUI9rIvkxFSOSn/4tqXLaFLjIPMQgX3Pt/AofV7eaYuEhEREREREVH5xaRUOZA7pW7Q+jNISNHCSaOEpYUcWTkGPMjMLrUpdXK5DA18HEq0zIJQ2LpA7VUbBm06fIb/Bk21xmUeAxERERERERGVLialyoncKXUz9sQj7m46HmZmQ6WQI8jDFuPaBZTJlLrSJPQ5EDk6yNVWkMlk8HwvAiI7CxZ2rqYOjYiIiIiIiIhKAZNS5Ygpp9SVppzkO7j57ZuwsHOF19A1kMlkUGjsAI2dqUMjIiIiIiIiolLCpFQ5Y6opdaUl4/IR3PymO3IeJkBuaQPdnXio3aubOiwiIiIqJx72/gL29iW3riYRERGVHSalyCSEEHi4Zwlu//whoM+GyqMGfEZsYEKKiIiIiIiI6AXBpBSVOYMuE4krhyD54EoAgG3DbvB8LwIKja2JIyMiIiIiIiKissKkFJW5m990R9rp7YBMDtceM+Dc6WPIZOV7XSwiIiIiIiIiKhwmpajMOXceh6x/ouE16CdY12pn6nCIiIiIiIiIyASYlKJSJwwGaG/FwtK7NgDAOrAl/GdfgVylMXFkRERERERERGQqclMHQBWbPj0JN756DVenNEHWzfPSdiakiIiIiIiIiF5sTEpRqcm6cRZXJzdCWszvgCEHusRYU4dERERERERERGaC0/eoVCQfXo1bP7wHocuA0rkyvD/4DZoqDU0dFhERERERERGZCSalqESJnGzcWTsGD3Z+BQCwrv0yvIb8AgtbFxNHRkRERBWR488TITTqEilLvDOnRMohIiKigmFSikrUw33fSQkpl1c+RaWuUyCTK0wcFRERERERERGZGyalqEQ5th2E9PO74NDyHdjW72LqcIiIiIiIiIjITHGhcyoWIQSSj66FyNEBAGQKC/h8uIkJKSIiIiIiIiJ6JialqMgM2gzc+q4vEr59E3fWfGzqcIiIiIiIiIioHOH0PSoS3Z0ruLGwK7Q3zgByBZQufhBCQCaTmTo0IiIiIiIiIioHmJSiQkuN2YaEpW/DkJEEhZ0rvIetg3WN1qYOi4iIiIiIiIjKESalqMCEwYB/N0/BvU2TAQCaak3hPXw9lE5eJo6MiIiIiIiIiMobJqWowLIf3MCDHfMAAI7th8H9rXmQWahMHBURERERERERlUdMSlGBqVx84TVoFfQZyXBo0dfU4RARERERERFROcakFD1TUtRPsHDwgE3t9gAA2/pdTBwREREREREREVUETEpRvkSODrd/GYWHuxdBYeuCql+cgdLBw9RhEREREREREVEFwaQU5ZH98BZufvMGMi8fAgA4thsKCzs3E0dFRERERERERBWJ3NQBkHlJv/gX/p5UH5mXD0FuZQ+fj36Ha9fJkMn5UiEiIjIlPz8/LFiwQHosk8mwadMmk8VDREREVFzMNBAAQAiB+zvm45+Z7aBPvgO1TxCqhp+Abb3/mjo0IiKicqN///6QyWSQyWRQqVTw9/fHlClTkJOTU+yyjx8/joEDB5ZAlOYlPDwc9erVM3UYREREZAKcvkeSrH+iAYMe9iG94fHOd5CrrUwdEhERUbkTFhaGiIgIaLVabN++HcOGDYNSqcT48eOLVW6lSpVKKELzIISAXq83dRhERERkQmY/Uio1NRUjR46Er68vNBoNmjVrhuPHjxsdExsbi1dffRX29vawtrZGo0aNcP36dWl/VlYWhg0bBmdnZ9jY2KBbt264c+eOURnXr19H586dYWVlBVdXV4wZM6ZEftUsL2QyGTz6L4HnwB/hOWgVE1JERERFpFar4e7uDl9fXwwZMgShoaHYsmXLc5/322+/oXbt2lCr1fDz88PcuXON9j85fa8wbty4gR49esDBwQFOTk7o0qULrl27BgC4ePEirKys8Msvv0jHr1u3DhqNBhcuXADwaATYa6+9hsmTJ6NSpUqws7PD4MGDodPppOdotVqMGDECrq6usLS0RIsWLYz6bPv27YNMJsMff/yBBg0aQK1W46effsLkyZNx+vRpaYTZihUrilRHIiIiKn/MPin13nvvYdeuXVi1ahXOnj2LDh06IDQ0FAkJCQCAK1euoEWLFqhRowb27duHM2fO4LPPPoOlpaVUxkcffYTff/8dv/76K/bv349bt26ha9eu0n69Xo/OnTtDp9Ph0KFDWLlyJVasWIHPP/+8zOtbllKjtyBhydsQBgMAQK62gkPzPpDJZCaOjIiIqOLQaDRGyZv8nDx5Ej169MCbb76Js2fPIjw8HJ999lmJJGiys7PRsWNH2Nra4sCBA4iKioKNjQ3CwsKg0+lQo0YNzJkzB0OHDsX169dx8+ZNDB48GDNnzkStWrWkcnbv3o3Y2Fjs27cPq1evxoYNGzB58mRp/9ixY/Hbb79h5cqVOHXqFPz9/dGxY0c8ePDAKJ5x48ZhxowZiI2Nxcsvv4zRo0ejdu3aSExMRGJiInr27JlvPbRaLVJSUoz+ERERUflm1tP3MjMz8dtvv2Hz5s1o1aoVgEfrDvz+++9YvHgxvvjiC0yYMAH/+c9/MGvWLOl51apVk/6fnJyM77//Hr/88gvatWsHAIiIiEDNmjVx5MgRNG3aFDt37sSFCxfw559/ws3NDfXq1cPUqVPxySefIDw8HCqVqmwrXsqEQY+UbV8gbeejX2CtarWDY6t3TRwVERFRxSKEwO7duxEZGYkPPvjgmcfOmzcP7du3x2effQYAqF69Oi5cuIDZs2ejf//+xYpj7dq1MBgMWL58ufTDU0REBBwcHLBv3z506NABQ4cOxfbt2/H2229DpVKhUaNGeWJWqVT44YcfYGVlhdq1a2PKlCkYM2YMpk6diszMTCxevBgrVqxAp06dAADLli3Drl278P3332PMmDFSOVOmTMHLL78sPbaxsYGFhQXc3d2fWY/p06cbJcGIiIio/DPrpFROTg70er3RqCfg0S+OBw8ehMFgwLZt2zB27Fh07NgR0dHRqFKlCsaPH4/XXnsNwKNfHrOzsxEaGio9v0aNGqhcuTIOHz6Mpk2b4vDhw6hTpw7c3NykYzp27IghQ4bg/PnzCA4OzhObVquFVquVHuf+WieEgBCiJJuhROWk3cetxW8h/fwuAIDjyyNgH/K2WcdsTnKvL9urcNhuRce2Kxq2W9FV1LYry/ps3boVNjY2yM7OhsFgwFtvvYXw8PBnPic2NhZdunQx2ta8eXMsWLAAer0eCoWiyPGcPn0aly9fhq2trdH2rKwsXLlyRXr8ww8/oHr16pDL5Th//nyekdN169aFldX/pveHhIQgLS0NN27cQHJyMrKzs9G8eXNpv1KpROPGjREbG2tUTsOGDYtUj/Hjx2PUqFHS45SUFPj4+BSpLCIiIjIPZp2UsrW1RUhICKZOnYqaNWvCzc0Nq1evxuHDh+Hv74+7d+8iLS0NM2bMwBdffIGZM2dix44d6Nq1K/bu3YvWrVvj9u3bUKlUcHBwMCrbzc0Nt2/fBgDcvn3bKCGVuz93X36e9mtdcnKy2XbkdTdO4+EPfaB/cANQWsLhza+hafgGUtIzTB1auSGEQFpaGgBwmmMhsN2Kjm1XNGy3oquobVeWU73atm2LxYsXQ6VSwdPTExYWpu1upaWloUGDBvj555/z7Ht88fTTp08jPT0dcrkciYmJ8PDwKJV4rK2ti/Q8tVoNtVpdwtEQERGRKZl1UgoAVq1ahXfffRdeXl5QKBSoX78+evXqhZMnT8Lw/2shdenSBR999BEAoF69ejh06BCWLFmC1q1bl1pcT/u1zt7eHnZ2dqV23qJKObYO97/rB5GjhdK1Guz7r4BLzWYV6g+OspCbcLS3t2fbFQLbrejYdkXDdiu6itp2ZVkXa2tr+Pv7F+o5NWvWRFRUlNG2qKgoVK9evVijpACgfv36WLt2LVxdXZ/aR3nw4AH69++PCRMmIDExEb1798apU6eg0WikY06fPo3MzExp25EjR2BjYwMfHx+4uLhApVIhKioKvr6+AB6tZXX8+HGMHDnymfGpVCrehY+IiOgFZfZJqWrVqmH//v1IT09HSkoKPDw80LNnT1StWhUuLi6wsLAwWoQTeNSxO3jwIADA3d0dOp0OSUlJRqOl7ty5I61d4O7ujmPHjhmVkXt3vqetb/C0X+ty7xxjblSVqgIQsKn3X3i+/yPScmRmG6u5y203tl3hsN2Kjm1XNGy3oquIbWfudRk9ejQaNWqEqVOnomfPnjh8+DC++eYbfPvtt8Uuu3fv3pg9eza6dOmCKVOmwNvbG//88w82bNiAsWPHwtvbG4MHD4aPjw8mTpwIrVaL4OBgfPzxx1i0aJFUjk6nw4ABAzBx4kRcu3YNkyZNwvDhwyGXy2FtbY0hQ4ZgzJgxcHJyQuXKlTFr1ixkZGRgwIABz4zPz88PV69eRUxMDLy9vWFra8sRUURERC8Is7/7Xi5ra2t4eHjg4cOHiIyMRJcuXaSFOOPi4oyOvXTpkvQrXYMGDaBUKrF7925pf1xcHK5fv46QkBAAj9ZEOHv2LO7evSsds2vXLtjZ2eVJeJUnIud/d/rRVG0Ev8+PwOfDzVBYO5guKCIiIsqjfv36WLduHdasWYOXXnoJn3/+OaZMmVLsRc4BwMrKCn/99RcqV66Mrl27ombNmhgwYACysrJgZ2eHH3/8Edu3b8eqVatgYWEBa2tr/PTTT1i2bBn++OMPqZz27dsjICAArVq1Qs+ePfHqq68arZU1Y8YMdOvWDX369EH9+vVx+fJlREZGwtHR8ZnxdevWDWFhYWjbti0qVaqE1atXF7vOREREVD7IhLkugPT/IiMjIYRAYGAgLl++jDFjxsDS0hIHDhyAUqnExo0b0bNnTyxatAht27bFjh07MHLkSOzbtw8tWrQAAAwZMgTbt2/HihUrYGdnJ91N5tChQwAAvV6PevXqwdPTE7NmzcLt27fRp08fvPfee/jyyy8LFGdKSgrs7e2RnJxsFtP30i/sQcKy/vD5cBM0fvWN9gkhkJycXOGmZpQFtl3RsN2Kjm1XNGy3oquobWdu39PlTf/+/ZGUlIRNmzaZOhRJ7jWVLRoOoSmZkVXinTklUk5Jqajvx8dV9DpW9PoBrGNFwTqWf+ZWv4L2vcx+pFRycjKGDRuGGjVqoG/fvmjRogUiIyOhVCoBAK+//jqWLFmCWbNmoU6dOli+fDl+++03KSEFAPPnz8d///tfdOvWDa1atYK7uzs2bNgg7VcoFNi6dSsUCgVCQkLw9ttvo2/fvpgyZUqZ17e4hBC4t302/pn1MnIe3MC9zVNNHRIRERERERERUR5mv6ZUjx490KNHj2ce8+677+Ldd9996n5LS0ssWrTIaF2EJ/n6+mL79u1FjtMc6DNTcWv5O0g98RsAwL5FP3j0W2ziqIiIiKhTp044cOBAvvs+/fRTfPrpp0Uu+8svv3zqyO6WLVsaTcEjIiIiMidmn5SigtHeuogbX78OXeJFQKGEe++v4NhusFkM2yMiInrRLV++HJmZmfnuc3JyKlbZgwcPfuoPeI/fPa84VqxYUSLlEBERET2OSakKIOvmeVyb2hSGrDRYOHjC+4P1sPIPMXVYRERE9P+8vLxKrWwnJ6diJ7aIiIiITIFJqQpA7VkTVtVbwqDLgPfQtbCwdzN1SEREREREREREz8SkVDmVk/Iv5JY2kKs0kMnl8Bq69tH/FbykRERERERERGT+zP7ue5RX5pVj+HtSfdz+cRiEEAAAhcaWCSkiIiIiIiIiKjeYlCpnHu5bhmtftkTOg5vIiI+CISPJ1CERERERERERERUah9aUEwZdFm6vGo6kv74HANjWfw2e76+AwsrexJERERERERERERUek1LlgO7eP7j5TXdkXT0ByORw7fYFnDt/ApmcA92IiIiIiIiIqHxiUsrMCYMe1+eEQZd4EQobZ3gNWQ2bl142dVhERERERERERMXCpJSZk8kVcH/7a9z9bSK8h62DysXX1CERERERmY2Hvb+AvT2XMyAiIiqPmJQqB2xeehnWtdpzuh4RERERERERVRjMcpQTTEgRERERERERUUXCTAcREREREREREZU5JqWIiIiIiIiIiKjMMSlFRERERERERERljkkpIiIiIiIiIiIqc0xKERERERERERFRmWNSioiIiIiIiIiIyhyTUkREREREREREVOaYlCIiIiIiIiIiojLHpBQREREREREREZU5JqWIiIiIiIiIiKjMMSlFRERERERERERljkkpIiIiIiIiIiIqc0xKERERERERERFRmWNSioiIiIiIiIiIypyFqQOoKIQQAICUlBQTR/J8QgikpKRAJpNBJpOZOpxyhW1XNGy3omPbFQ3bregqatvlfj/nfl9T+fd436sivVYfV1Hfj4+r6HWs6PUDWMeKgnUs/8ytfgXtezEpVUJSU1MBAD4+PiaOhIiIiJ4mNTUV9vb2pg6DSsD9+/cBAJUrVzZxJERERPQ0z+t7yQR/MiwRBoMBt27dgq2trVlkJZ8lJSUFPj4+uHHjBuzs7EwdTrnCtisatlvRse2Khu1WdBW17YQQSE1NhaenJ+Ryrl5QESQlJcHR0RHXr1+vsInGivp+fFxFr2NFrx/AOlYUrGP5Z271K2jfiyOlSohcLoe3t7epwygUOzs7s3ixlkdsu6JhuxUd265o2G5FVxHbrqImLl5UuR1ce3v7CvdafVJFfD8+qaLXsaLXD2AdKwrWsfwzp/oVpO/FnwqJiIiIiIiIiKjMMSlFRERERERERERljkmpF5BarcakSZOgVqtNHUq5w7YrGrZb0bHtiobtVnRsOyovXoTXKutY/lX0+gGsY0XBOpZ/5bV+XOiciIiIiIiIiIjKHEdKERERERERERFRmWNSioiIiIiIiIiIyhyTUkREREREREREVOaYlCqnUlNTMXLkSPj6+kKj0aBZs2Y4fvy40TGxsbF49dVXYW9vD2trazRq1AjXr1+X9mdlZWHYsGFwdnaGjY0NunXrhjt37hiVcf36dXTu3BlWVlZwdXXFmDFjkJOTUyZ1LC3Pa7u0tDQMHz4c3t7e0Gg0qFWrFpYsWWJUxovQdn/99RdeeeUVeHp6QiaTYdOmTUb7hRD4/PPP4eHhAY1Gg9DQUMTHxxsd8+DBA/Tu3Rt2dnZwcHDAgAEDkJaWZnTMmTNn0LJlS1haWsLHxwezZs3KE8uvv/6KGjVqwNLSEnXq1MH27dtLvL4lpbjtdu3aNQwYMABVqlSBRqNBtWrVMGnSJOh0OqNyKlq7ASXzmsul1WpRr149yGQyxMTEGO2raG1XUu22bds2NGnSBBqNBo6OjnjttdeM9hfkM23fvn2oX78+1Go1/P39sWLFihKuLVV0ixYtgp+fHywtLdGkSRMcO3bsmcc/771amM+NslDS9evfvz9kMpnRv7CwsNKswnMVpo7nz59Ht27d4OfnB5lMhgULFhS7zLJQ0nUMDw/Pcx1r1KhRijV4vsLUcdmyZWjZsiUcHR3h6OiI0NDQPMeb23sRKPk6mtv7sTD127BhAxo2bAgHBwdYW1ujXr16WLVqldEx5f0aFqSO5nYNgaJ//q1ZswYymSxPf84cryMElUs9evQQtWrVEvv37xfx8fFi0qRJws7OTty8eVMIIcTly5eFk5OTGDNmjDh16pS4fPmy2Lx5s7hz545UxuDBg4WPj4/YvXu3OHHihGjatKlo1qyZtD8nJ0e89NJLIjQ0VERHR4vt27cLFxcXMX78+DKvb0l6Xtu9//77olq1amLv3r3i6tWrYunSpUKhUIjNmzdLZbwIbbd9+3YxYcIEsWHDBgFAbNy40Wj/jBkzhL29vdi0aZM4ffq0ePXVV0WVKlVEZmamdExYWJioW7euOHLkiDhw4IDw9/cXvXr1kvYnJycLNzc30bt3b3Hu3DmxevVqodFoxNKlS6VjoqKihEKhELNmzRIXLlwQEydOFEqlUpw9e7bU26Aoittuf/zxh+jfv7+IjIwUV65cEZs3bxaurq5i9OjRUhkVsd2EKJnXXK4RI0aITp06CQAiOjpa2l4R264k2m39+vXC0dFRLF68WMTFxYnz58+LtWvXSvsL8pn2999/CysrKzFq1Chx4cIFsXDhQqFQKMSOHTtKvQ2oYlizZo1QqVTihx9+EOfPnxfvv/++cHBwMOq7PK4g79XCfG6UttKoX79+/URYWJhITEyU/j148KCsqpRHYet47Ngx8fHHH4vVq1cLd3d3MX/+/GKXWdpKo46TJk0StWvXNrqO//77bynX5OkKW8e33npLLFq0SERHR4vY2FjRv39/YW9vL/WthTCv96IQpVNHc3o/FrZ+e/fuFRs2bBAXLlwQly9fFgsWLMjzHV7er2FB6mhO11CIon/+Xb16VXh5eYmWLVuKLl26GO0zt+sohBBMSpVDGRkZQqFQiK1btxptr1+/vpgwYYIQQoiePXuKt99++6llJCUlCaVSKX799VdpW2xsrAAgDh8+LIR49IeOXC4Xt2/flo5ZvHixsLOzE1qttiSrVGYK0na1a9cWU6ZMeer+F7HtnvxD12AwCHd3dzF79mxpW1JSklCr1WL16tVCCCEuXLggAIjjx49Lx/zxxx9CJpOJhIQEIYQQ3377rXB0dDRqk08++UQEBgZKj3v06CE6d+5sFE+TJk3EoEGDSrSOpaEo7ZafWbNmiSpVqkiPK3q7CVG8ttu+fbuoUaOGOH/+fJ6kVEVvu6K0W3Z2tvDy8hLLly9/arkF+UwbO3asqF27ttHzevbsKTp27FgSVaMXQOPGjcWwYcOkx3q9Xnh6eorp06fne/zz3qtF/cwtLSVdPyEe/QH15B8cplTYOj7O19c334RNccosDaVRx0mTJom6deuWYJTFU9w2z8nJEba2tmLlypVCCPN7LwpR8nUUwrzejyXxvgkODhYTJ04UQlTMayiEcR2FMK9rKETR6piTkyOaNWsmli9fnqc+5ngdhRCC0/fKoZycHOj1elhaWhpt12g0OHjwIAwGA7Zt24bq1aujY8eOcHV1RZMmTYymdJw8eRLZ2dkIDQ2VttWoUQOVK1fG4cOHAQCHDx9GnTp14ObmJh3TsWNHpKSk4Pz586VbyVLyvLYDgGbNmmHLli1ISEiAEAJ79+7FpUuX0KFDBwAvbts97urVq7h9+7ZRG9jb26NJkyZGbeDg4ICGDRtKx4SGhkIul+Po0aPSMa1atYJKpZKO6dixI+Li4vDw4UPpmMfPk3tM7nnKk4K0W36Sk5Ph5OQkPX7R2g0oeNvduXMH77//PlatWgUrK6s85bxobVeQdjt16hQSEhIgl8sRHBwMDw8PdOrUCefOnZOeU5DPtIrUblT2dDodTp48afQaksvlCA0Nfepr6HmvuaJ+5paG0qhfrn379sHV1RWBgYEYMmQI7t+/X/IVKICi1NEUZRZHacYTHx8PT09PVK1aFb179zZacqMslUQdMzIykJ2dLfVdzOm9CJROHXOZw/uxuPUTQmD37t2Ii4tDq1atAFS8a5hfHXOZwzUEil7HKVOmwNXVFQMGDMizz9yuYy4mpcohW1tbhISEYOrUqbh16xb0ej1++uknHD58GImJibh79y7S0tIwY8YMhIWFYefOnXj99dfRtWtX7N+/HwBw+/ZtqFQqODg4GJXt5uaG27dvS8c8/gdI7v7cfeXR89oOABYuXIhatWrB29sbKpUKYWFhWLRokfSB9aK23eNy65BfHR9vA1dXV6P9FhYWcHJyKlQ7Pe2Y8tiOBWm3J12+fBkLFy7EoEGDjMp5kdoNKFjbCSHQv39/DB482CgZ+mQ5L1LbFaTd/v77bwCP1jSZOHEitm7dCkdHR7Rp0wYPHjyQyilqu6WkpCAzM7OEa0YVzb1796DX6wv13nvee7Uon7mlpTTqBwBhYWH48ccfsXv3bsycORP79+9Hp06doNfrS74Sz1GUOpqizOIorXiaNGmCFStWYMeOHVi8eDGuXr2Kli1bIjU1tbghF1pJ1PGTTz6Bp6en9IevOb0XgdKpI2A+78ei1i85ORk2NjZQqVTo3LkzFi5ciJdffhlAxbmGz6ojYD7XEChaHQ8ePIjvv/8ey5Yty3e/uV3HXBYmOzMVy6pVq/Duu+/Cy8sLCoUC9evXR69evXDy5EkYDAYAQJcuXfDRRx8BAOrVq4dDhw5hyZIlaN26tSlDN7lntR3wKCl15MgRbNmyBb6+vvjrr78wbNiwPF88RKUtISEBYWFheOONN/D++++bOhyzt3DhQqSmpmL8+PGmDqVcyf3OmDBhArp16wYAiIiIgLe3N3799VejhCgRmZc333xT+n+dOnUQFBSEatWqYd++fWjfvr0JI6PC6NSpk/T/oKAgNGnSBL6+vli3bl2+ox3M2YwZM7BmzRrs27cvz8yEiuJpdSzv70dbW1vExMQgLS0Nu3fvxqhRo1C1alW0adPG1KGVmOfVsTxfw9TUVPTp0wfLli2Di4uLqcMpFI6UKqeqVauG/fv3Iy0tDTdu3MCxY8eQnZ2NqlWrwsXFBRYWFqhVq5bRc2rWrCkNBXZ3d4dOp0NSUpLRMXfu3IG7u7t0zJN3lMt9nHtMefSstsvMzMSnn36KefPm4ZVXXkFQUBCGDx+Onj17Ys6cOQBe7LbLlVuH/Or4eBvcvXvXaH9OTg4ePHhQqHZ62jHlsR0L0m65bt26hbZt26JZs2b47rvv8pTzIrUbULC227NnDw4fPgy1Wg0LCwv4+/sDABo2bIh+/fpJ5bxIbVeQdvPw8AAAo+8MtVqNqlWrGn1nFLXd7OzsoNFoSqpKVEG5uLhAoVAU6r33vPdqYT5zS1tp1C8/uf3Ay5cvFz/oQipKHU1RZnGUVTwODg6oXr16ubuOc+bMwYwZM7Bz504EBQVJ283pvQiUTh3zY6r3Y1HrJ5fL4e/vj3r16mH06NHo3r07pk+fDqDiXMNn1TE/5ekz9cqVK7h27RpeeeUVWFhYwMLCAj/++CO2bNkCCwsLXLlyxeyuYy4mpco5a2treHh44OHDh4iMjESXLl2gUqnQqFEjxMXFGR176dIl+Pr6AgAaNGgApVKJ3bt3S/vj4uJw/fp1hISEAABCQkJw9uxZo8TCrl27YGdnlyfhVR7l13bZ2dnIzs6GXG781lAoFNJoArYdUKVKFbi7uxu1QUpKCo4ePWrUBklJSdIINOBR0sBgMKBJkybSMX/99Reys7OlY3bt2oXAwEA4OjpKxzx+ntxjcs9TnhSk3YBHI6TatGmDBg0aICIiIs/r8UVrN6Bgbff111/j9OnTiImJQUxMjHTr9LVr12LatGkAXry2K0i7NWjQAGq12ug7Izs7G9euXZO+MwrymVaR2o3KnkqlQoMGDYxeQwaDAbt3737qa+h5r7mCfuaWhdKoX35u3ryJ+/fvS8nmslSUOpqizOIoq3jS0tJw5cqVcnUdZ82ahalTp2LHjh15ptCb03sRKJ065sdU78eSep0aDAZotVoAFecaPunxOuanPH2m1qhRA2fPnpX6wTExMXj11VfRtm1bxMTEwMfHx+yuo8RkS6xTsezYsUP88ccf4u+//xY7d+4UdevWFU2aNBE6nU4IIcSGDRuEUqkU3333nYiPj5duzX3gwAGpjMGDB4vKlSuLPXv2iBMnToiQkBAREhIi7c+9BXiHDh1ETEyM2LFjh6hUqZLRLcDLo+e1XevWrUXt2rXF3r17xd9//y0iIiKEpaWl+Pbbb6UyXoS2S01NFdHR0SI6OloAEPPmzRPR0dHin3/+EUI8up2og4OD2Lx5szhz5ozo0qVLntuJhoWFieDgYHH06FFx8OBBERAQIHr16iXtT0pKEm5ubqJPnz7i3LlzYs2aNcLKykosXbpUOiYqKkpYWFiIOXPmiNjYWDFp0qQ8t8Q2J8Vtt5s3bwp/f3/Rvn17cfPmTaNb0uaqiO0mRMm85h539erVPHffq4htVxLt9uGHHwovLy8RGRkpLl68KAYMGCBcXV2l2yAX5DPt77//FlZWVmLMmDEiNjZWLFq0KM+tlomeZc2aNUKtVosVK1aICxcuiIEDBwoHBwfpro99+vQR48aNk44vyHu1sJ8b5al+qamp4uOPPxaHDx8WV69eFX/++aeoX7++CAgIEFlZWWVev6LUUavVSp9fHh4e4uOPPxbR0dEiPj6+wGWWtdKo4+jRo8W+ffvE1atXRVRUlAgNDRUuLi7i7t27ZV4/IQpfxxkzZgiVSiXWr19v1G9JTU01OsZc3otClHwdze39WNj6ffnll2Lnzp3iypUr4sKFC2LOnDnCwsJCLFu2TDqmvF/D59XR3K5hUer4pPzuJmhu11EIIZiUKqfWrl0rqlatKlQqlXB3dxfDhg0TSUlJRsd8//33wt/fX1haWoq6deuKTZs2Ge3PzMwUQ4cOFY6OjsLKykq8/vrrRn/4CiHEtWvXRKdOnYRGoxEuLi5i9OjRIjs7u9TrV5qe13aJiYmif//+wtPTU1haWorAwEAxd+5cYTAYpGNehLbbu3evAJDnX79+/YQQj24p+tlnnwk3NzehVqtF+/btRVxcnFEZ9+/fF7169RI2NjbCzs5OvPPOO0YdFCGEOH36tGjRooVQq9XCy8tLzJgxI08s69atE9WrVxcqlUrUrl1bbNu2rdTqXVzFbbeIiIh8n//kbwgVrd2EKJnX3OPyS0oJUfHariTaTafTidGjRwtXV1dha2srQkNDxblz54yOKchn2t69e0W9evWESqUSVatWFREREaVZdaqAFi5cKCpXrixUKpVo3LixOHLkiLSvdevW0us61/Peq4X93ChtJVm/jIwM0aFDB1GpUiWhVCqFr6+veP/9902WrMlVmDrmfk4/+a9169YFLtMUSrqOPXv2FB4eHkKlUgkvLy/Rs2dPcfny5TKsUV6FqaOvr2++dZw0aZJ0jLm9F4Uo2Tqa4/uxMPWbMGGC9Hejo6OjCAkJEWvWrDEqr7xfw+fV0RyvoRCF/954XH5JKXO8jjIhhCjZsVdERERERERERETPxjWliIiIiIiIiIiozDEpRUREREREREREZY5JKSIiIiIiIiIiKnNMShERERERERERUZljUoqIiIiIiIiIiMock1JERERERERERFTmmJQiIiIiIiIiIqIyx6QUERERERERERGVOSaliMhs7du3DzKZDElJSaYOxWxcu3YNMpkMMpkM9erVk7b3798fr732Womfr3///tL5Nm3aVOLlExERmQNTfs9FRUWhTp06UCqVpfJdXtKEEBg4cCCcnJwgk8kQExNj6pBKDPs7Jedpfdb8sL/5YmNSiogkuV8IM2bMMNq+adMmyGSyEj/f6dOn8eqrr8LV1RWWlpbw8/NDz549cffuXQBAs2bNkJiYCHt7+xI/d3n3559/Yvfu3QU69uLFi5DJZDhy5IjR9qZNm8LS0hJZWVnStqysLFhaWuL7778HAHz11VdITEwsucCJiIjy8fgfpUqlElWqVMHYsWONvqMqqlGjRqFevXq4evUqVqxYYbI4CvoD144dO7BixQps3boViYmJeOmll8r0/KUpMTERnTp1MmkMzxIeHv7cBI+5KUiflf3NFxuTUkRkxNLSEjNnzsTDhw9L9Tz//vsv2rdvDycnJ0RGRiI2NhYRERHw9PREeno6AEClUsHd3b1UEmLmTgiBnJycp+53dnaGs7NzgcqqUaMG3N3dsW/fPmlbamoqTp06hUqVKhklqw4fPgytVot27doBAOzt7eHu7l60ShARERVCWFgYEhMT8ffff2P+/PlYunQpJk2aZOqwSt2VK1fQrl07eHt7w8HBoUhl6HS6kg3qGa5cuQIPDw80a9YM7u7usLCwKLNzF4Rer4fBYCjSc93d3aFWq0s4ouJ7Xr/QnBWkz8r+5ouNSSkiMhIaGgp3d3dMnz79mccdPHgQLVu2hEajgY+PD0aMGCElkwDg7t27eOWVV6DRaFClShX8/PPP8PPzw4IFCwA8GqqenJyM5cuXIzg4GFWqVEHbtm0xf/58VKlSBUDe6XsrVqyAg4MDtm7disDAQFhZWaF79+7IyMjAypUr4efnB0dHR4wYMQJ6vf6psef+yrR06VL4+PjAysoKPXr0QHJysnSMwWDAlClT4O3tDbVajXr16mHHjh3S/u7du2P48OHS45EjR0Imk+HixYsAHnUOra2t8eeff0rlTZ8+HVWqVIFGo0HdunWxfv166fm5df3jjz/QoEEDqNVqHDx48JnX4FmOHz+OSpUqYebMmQCAtm3bGiWlDh48iOrVq+OVV14x2r5v3z74+vpK14CIiKisqNVquLu7w8fHB6+99hpCQ0Oxa9cuaf/9+/fRq1cveHl5wcrKCnXq1MHq1auNymjTpg1GjBiBsWPHwsnJCe7u7ggPDzc6Jj4+Hq1atYKlpSVq1apldI5cZ8+eRbt27aDRaODs7IyBAwciLS1N2p87qufLL7+Em5sbHBwcMGXKFOTk5GDMmDFwcnKCt7c3IiIinlrf3OlN9+/fx7vvvguZTCaNlNq/fz8aN24MtVoNDw8PjBs3zigp0aZNGwwfPhwjR46Ei4sLOnbsCAA4d+4cOnXqBBsbG7i5uaFPnz64d++e9Lz169ejTp06Ur1CQ0ORnp6O8PBwrFy5Eps3b5ZGrD3eP3i83h988AGuX78OmUwGPz8/AM/v5+j1egwYMEDaHxgYiK+++kra/7Tz57eUQ0xMDGQyGa5duwbgf/3DLVu2oFatWlCr1bh+/Tq0Wi0+/vhjeHl5wdraGk2aNMm3To97fPpY7vVZt26d1Odt1KgRLl26hOPHj6Nhw4awsbFBp06d8O+//xq10WuvvYbJkyejUqVKsLOzw+DBg40Sh1qtFiNGjJBmC7Ro0QLHjx+X9ufXL/zpp58wefJknD59Wmqj3NfLvHnzUKdOHVhbW8PHxwdDhw41er3mtlFkZCRq1qwJGxsbKQn8uB9++AG1a9eWXneP93WTkpLw3nvvSXVq164dTp8+/cz2JCoQQUT0//r16ye6dOkiNmzYICwtLcWNGzeEEEJs3LhRPP5xcfnyZWFtbS3mz58vLl26JKKiokRwcLDo37+/dEynTp1E3bp1xeHDh8WJEydEs2bNhEajEfPnzxdCCHH48GEBQKxbt04YDIZ849m7d68AIB4+fCiEECIiIkIolUrx8ssvi1OnTon9+/cLZ2dn0aFDB9GjRw9x/vx58fvvvwuVSiXWrFnz1HpOmjRJWFtbi3bt2ono6Gixf/9+4e/vL9566y3pmHnz5gk7OzuxevVqcfHiRTF27FihVCrFpUuXhBBCfP3116J27drS8fXq1RMuLi5i8eLFQgghDh48KJRKpUhPTxdCCPHFF1+IGjVqiB07dogrV66IiIgIoVarxb59+4zqGhQUJHbu3CkuX74s7t+/nyf2q1evCgAiOjo632snhBC7d+8W9vb2YunSpdL+7777TlhbW4vs7GwhhBBjxowRw4YNE2vWrBGtWrWSjmvZsqXRdcwFQGzcuPGpbUpERFQcj3+PCSHE2bNnhbu7u2jSpIm07ebNm2L27NkiOjpaXLlyRXz99ddCoVCIo0ePSse0bt1a2NnZifDwcHHp0iWxcuVKIZPJxM6dO4UQQuj1evHSSy+J9u3bi5iYGLF//34RHBxs9D2XlpYmPDw8RNeuXcXZs2fF7t27RZUqVUS/fv2M4rW1tRXDhg0TFy9eFN9//70AIDp27CimTZsmLl26JKZOnSqUSqXUn3pSTk6OSExMFHZ2dmLBggUiMTFRZGRkiJs3bworKysxdOhQERsbKzZu3ChcXFzEpEmTjOppY2MjxowZIy5evCguXrwoHj58KCpVqiTGjx8vYmNjxalTp8TLL78s2rZtK4QQ4tatW8LCwkLMmzdPXL16VZw5c0YsWrRIpKamitTUVNGjRw8RFhYmEhMTRWJiotBqtXliTkpKElOmTBHe3t4iMTFR3L17Vwjx/H6OTqcTn3/+uTh+/Lj4+++/xU8//SSsrKzE2rVrhRDiqed/si8ohBDR0dECgLh69aoQ4n/9w2bNmomoqChx8eJFkZ6eLt577z3RrFkz8ddff4nLly+L2bNnC7VaLfXl8vP46yC3z5VbrwsXLoimTZuKBg0aiDZt2oiDBw+KU6dOCX9/fzF48GCj14aNjY3o2bOnOHfunNi6dauoVKmS+PTTT6VjRowYITw9PcX27dvF+fPnRb9+/YSjo6PU98uvX3jz5k0xevRoUbt2bamNMjIyhBBCzJ8/X+zZs0dcvXpV7N69WwQGBoohQ4ZI58tto9DQUHH8+HFx8uRJUbNmTaO+77fffissLS3FggULRFxcnDh27JjUbxdCiNDQUPHKK6+I48ePi0uXLonRo0cLZ2fnfPurj7ffk33WZ2F/88XEpBQRSR7vEDZt2lS8++67Qoi8SakBAwaIgQMHGj33wIEDQi6Xi8zMTBEXFycAiGPHjkn7Y2NjBQCjL7dPP/1UWFhYCCcnJxEWFiZmzZolbt++Le3PLykFQFy+fFk6ZtCgQcLKykqkpqZK2zp27CgGDRr01HpOmjRJKBQKcfPmTWnbH3/8IeRyuUhMTBRCCOHp6SmmTZtm9LxGjRqJoUOHCiGEOHPmjJDJZOLu3bviwYMHQqVSialTp4qePXsKIR51zpo1ayaEECIrK0tYWVmJQ4cOGZU3YMAA0atXL6O6btq06alxC/H8pNSGDRuEjY1NnqRcfHy8ACDF0KhRI7Fu3Tpx69YtoVarRWZmpsjIyBBqtVqsXLkyz3nZSSAiotLUr18/oVAohLW1tVCr1QKAkMvlYv369c98XufOncXo0aOlx61btxYtWrQwOqZRo0bik08+EUIIERkZKSwsLERCQoK0/48//jD6nvvuu++Eo6OjSEtLk47Ztm2bkMvlUj+lX79+wtfXV+j1eumYwMBA0bJlS+lxTk6OsLa2FqtXr35mHezt7UVERIT0+NNPPxWBgYFGP9otWrRI2NjYSOdr3bq1CA4ONipn6tSpokOHDkbbbty4IQCIuLg4cfLkSQFAXLt2Ld84nkwMPs38+fOFr6+v9Lgg/Zz8DBs2THTr1u2Z5y9oUgqAiImJkY75559/hEKhMLrOQgjRvn17MX78+KfGlF9Savny5dL+1atXCwBi9+7d0rbp06eLwMBAo3o4OTlJP0wKIcTixYul65eWliaUSqX4+eefpf06nU54enqKWbNmGdX7yX7hpEmTRN26dZ8af65ff/1VODs7S4/z60MvWrRIuLm5SY89PT3FhAkT8i3vwIEDws7OTmRlZRltr1atmtGPoI9jUooKyrwmABOR2Zg5cybatWuHjz/+OM++06dP48yZM/j555+lbUIIGAwGXL16FZcuXYKFhQUaNGgg7a9Ro0aedRKmTZuGUaNGYc+ePTh69CiWLFmCL7/8En/99Rfq1KmTb1xWVlaoVq2a9NjNzQ1+fn6wsbEx2pa7WPrTVK5cGV5eXtLjkJAQGAwGxMXFwcrKCrdu3ULz5s2NntO8eXNpmPJLL70EJycn7N+/HyqVCsHBwfjvf/+LRYsWAXg07L5NmzYAgMuXLyMjIwMvv/yyUXk6nQ7BwcFG2xo2bPjMuJ/l6NGj2Lp1K9avX59noVB/f394e3tj3759qF27NqKjo9G6dWu4urqicuXKOHz4MIQQ0Gq1aNu2bZFjICIiKqq2bdti8eLFSE9Px/z582FhYYFu3bpJ+/V6Pb788kusW7cOCQkJ0Ol00Gq1sLKyMionKCjI6LGHh4fUL4iNjYWPjw88PT2l/SEhIUbHx8bGom7durC2tpa2NW/eXOonuLm5AQBq164Nufx/q6G4ubkZLfqtUCjg7OwsnbtTp044cOAAAMDX1xfnz5/Ptx1iY2MREhJitKZm8+bNkZaWhps3b6Jy5coAYNTPAh71z/bu3WvUJ8p15coVdOjQAe3bt0edOnXQsWNHdOjQAd27d4ejo2O+cRRUQfs5ixYtwg8//IDr168jMzMTOp2uxBbtVqlURtf97Nmz0Ov1qF69utFxWq22wGty5nq83Nxr/3g/Nb9+Z926dY1elyEhIUhLS8ONGzeQnJyM7Oxso36mUqlE48aNERsba1ROQfuFf/75J6ZPn46LFy8iJSUFOTk5yMrKQkZGhhTHk33ox98Xd+/exa1bt9C+fft8yz99+jTS0tLytF1mZiauXLlSoBgB4MCBA0YLyS9duhS9e/cu8POpYmJSiojy1apVK3Ts2BHjx49H//79jfalpaVh0KBBGDFiRJ7nVa5cGZcuXSrweZydnfHGG2/gjTfewJdffong4GDMmTMHK1euzPd4pVJp9Dj3Lj1PbivqApcFJZPJ0KpVK+zbtw9qtRpt2rRBUFAQtFotzp07h0OHDkkJvdw5/du2bTNKhAHIs5jm4x3gwqpWrRqcnZ3xww8/oHPnznnapU2bNti7dy+CgoIQEBAAV1dXAEDr1q2xd+9eCCHg7+8PHx+fIsdARERUVNbW1vD39wfwaG2bunXr4vvvv8eAAQMAALNnz8ZXX32FBQsWSOvnjBw5Ms8i32XVLyhsn2T58uXIzMzM97lF8WSfIS0tDa+88oq0nuTjPDw8oFAosGvXLhw6dAg7d+7EwoULMWHCBBw9erRYa0kWpJ+zZs0afPzxx5g7dy5CQkJga2uL2bNn4+jRo88sOzfpJ4SQtmVnZ+c5TqPRGCXx0tLSoFAocPLkSSgUCqNj80vaPcvj1yr3HE9uK61+Z0H6hdeuXcN///tfDBkyBNOmTYOTkxMOHjyIAQMGQKfTSUmp/F6bue2q0WieeY60tDR4eHjkuyZXYRbnb9iwIWJiYqTHuUk+erExKUVETzVjxgzUq1cPgYGBRtvr16+PCxcuSB3HJ9WoUQM5OTk4efIkGjVqBACIi4szWqQyPyqVCtWqVTNaML20XL9+Hbdu3ZJ+KT1y5AjkcjkCAwNhZ2cHT09PREVFoXXr1tJzoqKi0LhxY+lx69atsWzZMqjVakybNg1yuRytWrXC7NmzodVqpV/AHl908/HySpqLiws2bNiANm3aoEePHli3bp1RB6Rt27YYMWIEatWqJY3iAh4lIJctWwYhBEdJERGRWZDL5fj0008xatQovPXWW9BoNIiKikKXLl3w9ttvA3i0uPalS5dQq1atApdbs2ZN3LhxA4mJifDw8AAAo7vQ5h6zYsUKpKenS0mBqKgoqZ9QVE8mbJ4V42+//QYhhJQEiYqKgq2tLby9vZ/6vPr16+O3336Dn5/fU++IJ5PJ0Lx5czRv3hyff/45fH19sXHjRowaNQoqleqZN4p5moL0c6KiotCsWTMMHTpU2vbkCJv8zl+pUiUAQGJiojSi6/GkxtMEBwdDr9fj7t27aNmyZWGqUyJOnz6NzMxMKdlz5MgR2NjYwMfHBy4uLlCpVIiKioKvry+AR4m248ePY+TIkc8sN782OnnyJAwGA+bOnSsl8datW1eoeG1tbeHn54fdu3fn2xesX78+bt++DQsLC2lx+6LQaDRP/fuBXly8+x4RPVWdOnXQu3dvfP3110bbP/nkExw6dAjDhw9HTEwM4uPjsXnzZukOHYGBgQgLC8OgQYNw9OhRnDx5Eu+9957RrzBbt27F22+/ja1bt+LSpUuIi4vDnDlzsH37dnTp0qXU62ZpaYl+/frh9OnTOHDgAEaMGIEePXpIt6MdM2YMZs6cibVr1yIuLg7jxo1DTEwMPvzwQ6mMNm3a4MKFCzh//jxatGghbfv555/RsGFDqSNra2uLjz/+GB999BFWrlyJK1eu4NSpU1i4cOFTR4QVlaurK/bs2YOLFy+iV69eRnfqadu2LdLT0/HDDz8YdRpbt26No0eP4tixY0xKERGR2XjjjTegUCikqfEBAQHSSJ/Y2FgMGjQId+7cKVSZoaGhqF69ulEfYMKECUbH9O7dW+onnDt3Dnv37sUHH3yAPn36lMnIjqFDh+LGjRv44IMPcPHiRWzevBmTJk3CqFGjjKYLPmnYsGF48OABevXqhePHj+PKlSuIjIzEO++8A71ej6NHj+LLL7/EiRMncP36dWzYsAH//vsvatasCQDw8/PDmTNnEBcXh3v37uU7Iik/BennBAQE4MSJE4iMjMSlS5fw2WefGd1t7mnnzx3BHR4ejvj4eGzbtg1z5859bkzVq1dH79690bdvX2zYsAFXr17FsWPHMH36dGzbtq1A9SoOnU6HAQMG4MKFC9i+fTsmTZqE4cOHQy6Xw9raGkOGDMGYMWOwY8cOXLhwAe+//z4yMjKkUYFP4+fnh6tXryImJgb37t2DVquFv78/srOzsXDhQvz9999YtWoVlixZUuiYw8PDMXfuXHz99deIj4+XriHw6H0TEhKC1157DTt37sS1a9dw6NAhTJgwASdOnChSGxHlYlKKiJ5pypQpeYYkBwUFYf/+/bh06RJatmyJ4OBgfP7550brM0RERMDT0xOtW7dG165dMXDgQGm6GPDoVzUrKyuMHj0a9erVQ9OmTbFu3TosX74cffr0KfV6+fv7o2vXrvjPf/6DDh06ICgoCN9++620f8SIERg1ahRGjx6NOnXqYMeOHdiyZQsCAgKkY+rUqQMHBwfUq1dPGgrepk0b6PV6o5FIADB16lR89tlnmD59OmrWrImwsDBs27atWMPln8bd3R179uzB2bNn0bt3b+kXtSpVqsDX1xepqalGSanKlSvD09MTOp0uT9xERESmYmFhgeHDh2PWrFlIT0/HxIkTUb9+fXTs2BFt2rSBu7t7njUUn0cul2Pjxo3IzMxE48aN8d5772HatGlGx1hZWSEyMhIPHjxAo0aN0L17d7Rv3x7ffPNNCdbu6by8vLB9+3YcO3YMdevWxeDBgzFgwABMnDjxmc/LHeWt1+vRoUMH1KlTByNHjoSDgwPkcjns7Ozw119/4T//+Q+qV6+OiRMnYu7cudIaP++//z4CAwPRsGFDVKpUCVFRUQWO+Xn9nEGDBqFr167o2bMnmjRpgvv37xuNmnra+ZVKJVavXo2LFy8iKCgIM2fOxBdffFGgmCIiItC3b1+MHj0agYGBeO2113D8+HFpTa7S1L59ewQEBKBVq1bo2bMnXn31VYSHh0v7Z8yYgW7duqFPnz6oX78+Ll++jMjIyOeu79WtWzeEhYWhbdu2qFSpElavXo26deti3rx5mDlzJl566SX8/PPPmD59eqFj7tevHxYsWIBvv/0WtWvXxn//+1/Ex8cDeDTCbvv27WjVqhXeeecdVK9eHW+++Sb++ecfTsGjYpOJxyfoEhGVIj8/P4wcOfK5Q5NLW3h4ODZt2lSg4d/m5tq1a6hSpQqio6NLbHHQgpDJZNi4cWOhO/9EREREL5L+/fsjKSkJmzZtMnUoJlWUPiv7my8mjpQiIiqHmjVrhmbNmpX6eQYPHlzoBUGJiIiIiICC9VnZ33yxcaFzIqJyxNvbWxpK/eSd+0rDlClTpLsI5i4IS0RERET0LIXps7K/+WLj9D0iIiIiIiIiIipznL5HRERERERERERljkkpIiIiIiIiIiIqc0xKERERERERERFRmWNSioiIiIiIiIiIyhyTUkREREREREREVOaYlCIiIiIiIiIiojLHpBQREREREREREZU5JqWIiIiIiIiIiKjMMSlFRERERERERERl7v8AUPF2cffv8MMAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -6524,37 +2255,37 @@ " \n", " 0\n", " Held-out R2\n", - " 0.797\n", + " 0.796\n", " -\n", " \n", " \n", " 1\n", " Held-out MAE\n", - " 101.470\n", + " 101.716\n", " kW\n", " \n", " \n", " 2\n", " Candidate predicted power\n", - " 9603.350\n", + " 9604.674\n", " kW\n", " \n", " \n", " 3\n", " Candidate NeqSim power\n", - " 9365.247\n", + " 9430.934\n", " kW\n", " \n", " \n", " 4\n", " Candidate prediction error\n", - " 2.542\n", + " 1.842\n", " %\n", " \n", " \n", " 5\n", " Candidate RVP\n", - " 10.392\n", + " 10.509\n", " psia\n", " \n", " \n", @@ -6563,12 +2294,12 @@ ], "text/plain": [ " Metric Value Unit\n", - "0 Held-out R2 0.797 -\n", - "1 Held-out MAE 101.470 kW\n", - "2 Candidate predicted power 9603.350 kW\n", - "3 Candidate NeqSim power 9365.247 kW\n", - "4 Candidate prediction error 2.542 %\n", - "5 Candidate RVP 10.392 psia" + "0 Held-out R2 0.796 -\n", + "1 Held-out MAE 101.716 kW\n", + "2 Candidate predicted power 9604.674 kW\n", + "3 Candidate NeqSim power 9430.934 kW\n", + "4 Candidate prediction error 1.842 %\n", + "5 Candidate RVP 10.509 psia" ] }, "execution_count": 27, @@ -6764,7 +2495,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -6803,8 +2534,8 @@ " \n", " 0\n", " 20\n", - " 6.7967\n", - " 6.4064\n", + " 7.0457\n", + " 6.7323\n", " 0.0\n", " \n", " \n", @@ -6813,7 +2544,7 @@ ], "text/plain": [ " Cases Wall time [s] Mean completion duration [s] Power spread [kW]\n", - "0 20 6.7967 6.4064 0.0" + "0 20 7.0457 6.7323 0.0" ] }, "execution_count": 29, @@ -7081,7 +2812,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -7121,14 +2852,14 @@ " 0\n", " Direct runAsThread\n", " 20\n", - " 6.7967\n", + " 7.0457\n", " 0.0\n", " \n", " \n", " 1\n", " Managed NeqSimThreadPool\n", " 20\n", - " 11.2845\n", + " 7.8683\n", " 0.0\n", " \n", " \n", @@ -7137,8 +2868,8 @@ ], "text/plain": [ " Execution method Cases Wall time [s] Power spread [kW]\n", - "0 Direct runAsThread 20 6.7967 0.0\n", - "1 Managed NeqSimThreadPool 20 11.2845 0.0" + "0 Direct runAsThread 20 7.0457 0.0\n", + "1 Managed NeqSimThreadPool 20 7.8683 0.0" ] }, "execution_count": 33, @@ -7268,10 +2999,10 @@ " \n", " 2\n", " Surrogate candidate\n", - " 9365.2472\n", - " 19133.4754\n", - " 10.3923\n", - " -0.0001\n", + " 9430.9342\n", + " 19100.7146\n", + " 10.5094\n", + " -0.0000\n", " \n", " \n", "\n", @@ -7281,7 +3012,7 @@ " Case Power [kW] Oil [m3/day] RVP [psia] Mass residual [%]\n", "0 Base 10431.5341 19130.5424 9.5793 0.0001\n", "1 Direct SLSQP 9909.9486 19133.2158 9.5943 0.0000\n", - "2 Surrogate candidate 9365.2472 19133.4754 10.3923 -0.0001" + "2 Surrogate candidate 9430.9342 19100.7146 10.5094 -0.0000" ] }, "execution_count": 34, From 24a921389edc1100df34201657922a286fe5c827 Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 02:18:49 +0200 Subject: [PATCH 6/7] docs: record topology-aligned notebook evidence --- .../comparesimulations2_20260809.json | 26 +++++++++++-------- 1 file changed, 15 insertions(+), 11 deletions(-) diff --git a/notebooks/maintenance_ledger/comparesimulations2_20260809.json b/notebooks/maintenance_ledger/comparesimulations2_20260809.json index 5691496c..417c71a7 100644 --- a/notebooks/maintenance_ledger/comparesimulations2_20260809.json +++ b/notebooks/maintenance_ledger/comparesimulations2_20260809.json @@ -1,11 +1,11 @@ { "schema_version": 1, - "updated_at": "2026-09-10T22:28:02Z", + "updated_at": "2026-09-11T00:16:49Z", "notebooks": [ { "path": "notebooks/process/comparesimulations2.ipynb", - "verified_date": "2026-09-10", - "verified_at_utc": "2026-09-10T22:28:02Z", + "verified_date": "2026-09-11", + "verified_at_utc": "2026-09-11T00:16:49Z", "neqsim_version": "3.20.0 Python package with Java commit 653db71353dc3a5a0fad92b945978fd0bd94e74a", "python_version": "3.12.14", "java_version": "OpenJDK 17.0.20", @@ -16,7 +16,7 @@ "integrity": "The retained provenance table records Python, Java, runtime JAR, SHA-256, and exact Java commit. No pre-release or stale packaged renderer was used." }, "execution_status": "passed", - "execution_method": "All 34 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 34, zero exceptions, zero error outputs, and zero stored stderr. The exact merged-core clean run completed in 270.2 seconds and retained every table, equation, calculated figure, and eight-sheet PFD/P&ID visual set.", + "execution_method": "All 34 code cells executed sequentially from an empty in-process IPython state with execution counts 1 through 34, zero exceptions, zero error outputs, and zero stored stderr. The exact merged-core clean run completed in 217.8 seconds and retained every table, equation, calculated figure, and eight-sheet PFD/P&ID visual set.", "code_cells": 34, "substantive_code_cells": 34, "markdown_cells": 27, @@ -37,7 +37,7 @@ "preserved_substantive_examples": 16, "pre_existing_calculated_png_figures": 7, "preserved_calculated_png_figures": 7, - "repairs": "Preserved every prior comparison, process, persistence, sensitivity, optimization, surrogate, threading, and managed-pool example and every historical output. Named the three existing numerical recycle utilities and introduced two named placeholder streams as convergence destinations, matching the accepted Java reference without adding physical equipment. Retained the 0.01 percent mass-closure gate and added deterministic post-thread convergence qualification." + "repairs": "Preserved every prior comparison, process, persistence, sensitivity, optimization, surrogate, threading, and managed-pool example and every historical output. Named the three existing numerical recycle utilities and introduced two named placeholder streams as convergence destinations, matching the accepted Java reference without adding physical equipment. Replaced the misleading serial teaching overview with distinct oil-export, fuel-gas, and gas-export branches plus two explicit recycle paths; all eight displayed connections are asserted against and mapped to the freshly exported runnable-model DOT graph. Retained the 0.01 percent mass-closure gate and deterministic post-thread convergence qualification." }, "neqsim_capabilities_demonstrated": [ "17-component PR assay with TBP fractions and an embedded Eclipse-format alternative import", @@ -46,6 +46,7 @@ "deterministic 100-case Latin-hypercube study plus direct and surrogate optimization", "independent Java-thread and managed-pool execution with explicit convergence qualification", "fresh PFD and distinct review-required P&ID from one solved canonical process", + "runnable-model block-flow overview with distinct export branches and an eight-row source-to-target evidence map", "four A1 SVG sheets and one A1 PDF drawing set per profile", "native DEXPI 2.0 Process and Plant/P&ID outputs kept distinct from the Proteus 4.1 compatibility companion", "source-linked P&ID registers for nozzles, piping, valves, reducers, instruments, signals, and declared isolation/drain/vent/relief interfaces", @@ -53,17 +54,19 @@ ], "practical_application": "Runs and optimizes the established separation/compression teaching case, then delivers a topology-equivalent PFD and a graphically distinct P&ID proposal with operating data, balances, tagged symbols, orthogonal routes, recycles, area boundaries, line identity, engineering registers, and exchange companions. The outputs remain review-required teaching artifacts, not a completed safety or construction design.", "engineering_validation": { - "assertions_passed": 58, + "assertions_passed": 59, "assertions_failed": 0, "checks": [ "all 56 pre-existing cells and 16 substantive examples preserved", "all 34 code cells executed in order with no exceptions or stderr", "base case, 100-case study, direct optimizer, and surrogate candidate passed the 0.01 percent mass-closure gate", + "the corrected teaching overview has separate oil, fuel-gas, and sales-gas branches, two recycle paths, and eight aggregate connections asserted against the current DOT graph", "20 direct-thread and 20 managed-pool cases were explicitly qualified after timing and agreed within 1e-6 kW", "PFD and P&ID share source graph fingerprint 47a2e6d7a3331f1ea2717b018e28977d943450bbe8130409d2401d223358ccc6", "each profile contains four A1 SVG sheets and a four-page A1 PDF", "completed-scene diagnostics report 14 PFD and 413 P&ID warnings, zero errors, and fail-visible review-required status", "all 29 primary delivery files match an independently reconstructed and solved regeneration byte for byte", + "diagram byte stability is qualified separately from the stochastic sensitivity of the downstream surrogate candidate; repeated exact-runtime notebook runs kept every scientific gate green but produced different feasible surrogate candidates", "24-VB-01 is absent from the runnable process and both deliveries", "all eight fresh sheets inspected at full-sheet and 200 dpi detail scales" ], @@ -76,9 +79,10 @@ "scenario_count": 100, "maximum_scenario_mass_residual_percent": 0.003330, "direct_optimized_power_kw": 9909.9486, - "surrogate_held_out_r2": 0.797, - "surrogate_candidate_power_kw": 9365.2472, - "surrogate_candidate_rvp_psia": 10.3923, + "surrogate_held_out_r2": 0.796, + "surrogate_candidate_power_kw": 9430.9342, + "surrogate_candidate_rvp_psia": 10.5094, + "notebook_sha256": "15e1429f379f7c2b9ea29525a19292d6a0cc9fb38bf40b084dddbce7d51f2b21", "pfd_pdf_sha256": "a8ce98adc76ebd0be59a3b3fa59d7e7df5dc3dd1949b6dee7baf5a7372d7eaee", "pid_pdf_sha256": "ff5f7a29a33c0ea734a7950d4d6701143739fa3e2aee6c53468a9bbe32b4bc6a" } @@ -96,7 +100,7 @@ }, "renderer_errors": 0, "stable_regeneration": true, - "visual_inspection": "All eight fresh pages were rendered and inspected at full-sheet and 200 dpi detail scales. The controlled sheet index is intentionally non-connectivity content. The process sheets retain significant whitespace and off-page/text-route collision findings; P&ID sheets retain dense instrument, signal, valve, and physical-attachment findings. These 427 completed-scene warnings block whole-sheet visual acceptance.", + "visual_inspection": "All eight fresh pages were rendered and inspected at full-sheet and 200 dpi detail scales. The corrected notebook teaching overview was also inspected at native scale and no longer serializes gas export into oil export. The controlled sheet index is intentionally non-connectivity content. The process sheets retain significant whitespace and off-page/text-route collision findings; P&ID sheets retain dense instrument, signal, valve, and physical-attachment findings. These 427 completed-scene warnings block whole-sheet visual acceptance.", "project_metadata_gaps": "Line classes, piping specifications, design pressure and temperature, materials, valve failure positions, instrument ranges, alarm/trip set points, hazardous-area data, relief sizing and disposal, drain/vent destinations, revision approvals, and accountable discipline sign-off remain missing and explicitly disclosed.", "claims_boundary": "Standards-aligned teaching proposal only. No ISO 10628 or ANSI/ISA-5.1 conformance, certification, safety credit, construction fitness, or engineering approval is claimed. Native DEXPI 2.0 and Proteus 4.1 compatibility claims are distinct; external named-CAE round-trip qualification remains open." }, @@ -122,7 +126,7 @@ "hidden_local_dependencies": false, "catalog_target_occurrences": 1 }, - "summary": "Exact merged-core retained-output review milestone for the comparesimulations2 case: explicit numerical recycle identities, complete scientific rerun, deterministic parallel qualification, fresh PFD and distinct P&ID, separate DEXPI/Proteus companions, full A1 inspection, and byte-identical independent regeneration. Completed-scene diagnostics expose 14 PFD and 413 P&ID warnings, so whole-sheet visual acceptance and publication approval remain blocked." + "summary": "Exact merged-core retained-output review milestone for the comparesimulations2 case: the executed teaching overview now follows the runnable model with distinct oil-export, fuel-gas, and sales-gas branches and documented recycle paths; the scientific rerun, deterministic delivery regeneration, fresh PFD and distinct P&ID, separate DEXPI/Proteus companions, and full A1 inspection remain complete. Completed-scene diagnostics expose 14 PFD and 413 P&ID warnings, so whole-sheet visual acceptance and publication approval remain blocked." } ] } From 2bbb04c289a2e8636aaaa935edf09f88513e9a48 Mon Sep 17 00:00:00 2001 From: Even Solbraa <41290109+EvenSol@users.noreply.github.com> Date: Fri, 11 Sep 2026 02:18:58 +0200 Subject: [PATCH 7/7] docs: synchronize notebook maintenance ledger --- notebooks/notebook_maintenance_ledger.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/notebooks/notebook_maintenance_ledger.json b/notebooks/notebook_maintenance_ledger.json index f320012b..15771029 100644 --- a/notebooks/notebook_maintenance_ledger.json +++ b/notebooks/notebook_maintenance_ledger.json @@ -1,6 +1,6 @@ { "schema_version": 3, - "updated_at": "2026-09-10T22:28:02Z", + "updated_at": "2026-09-11T00:16:49Z", "active_notebook_count": 297, "shards_glob": "maintenance_ledger/*.json", "retired_notebooks": [